From cf69015a464b68ee28cfdd4a27cee4e9d6ca2ca9 Mon Sep 17 00:00:00 2001
From: mgrover1 <mgroverwx@gmail.com>
Date: Thu, 13 Jun 2024 14:20:19 -0600
Subject: [PATCH 1/3] ADD: Add intake-rooki example

---
 notebooks/use-intake-esgf-with-rooki.ipynb | 409 +++++++++++++++++++++
 1 file changed, 409 insertions(+)
 create mode 100644 notebooks/use-intake-esgf-with-rooki.ipynb

diff --git a/notebooks/use-intake-esgf-with-rooki.ipynb b/notebooks/use-intake-esgf-with-rooki.ipynb
new file mode 100644
index 0000000..0813a71
--- /dev/null
+++ b/notebooks/use-intake-esgf-with-rooki.ipynb
@@ -0,0 +1,409 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "5191269c-944c-4516-9f51-6cdfc704852a",
+   "metadata": {},
+   "source": [
+    "![<image title>](http://link.com/to/image.png \"image alt text\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "fa96801d-4d1a-4264-94f9-9bf12a77421a",
+   "metadata": {},
+   "source": [
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "545103ee-abac-4da8-af3b-c8877a3d2d6c",
+   "metadata": {},
+   "source": [
+    "# Using intake-esgf with rooki\n",
+    "Here we dig into using intake-esgf to search for data, then rooki to do server-side computing!"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "7f90a23b-fd23-4339-924f-d665f1d36472",
+   "metadata": {},
+   "source": [
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d57fa890-a874-4282-bdf2-dfb905678467",
+   "metadata": {},
+   "source": [
+    "## Overview\n",
+    "If you have an introductory paragraph, lead with it here! Keep it short and tied to your material, then be sure to continue into the required list of topics below,\n",
+    "\n",
+    "1. This is a numbered list of the specific topics\n",
+    "1. These should map approximately to your main sections of content\n",
+    "1. Or each second-level, `##`, header in your notebook\n",
+    "1. Keep the size and scope of your notebook in check\n",
+    "1. And be sure to let the reader know up front the important concepts they'll be leaving with"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "0b633dab-4c9d-482a-b148-8f9b09102e78",
+   "metadata": {},
+   "source": [
+    "## Prerequisites\n",
+    "\n",
+    "| Concepts | Importance | Notes |\n",
+    "| --- | --- | --- |\n",
+    "| [Intro to Cartopy](https://foundations.projectpythia.org/core/cartopy/cartopy.html) | Necessary | |\n",
+    "| [Understanding of NetCDF](https://foundations.projectpythia.org/core/data-formats/netcdf-cf.html) | Helpful | Familiarity with metadata structure |\n",
+    "| Project management | Helpful | |\n",
+    "\n",
+    "- **Time to learn**: estimate in minutes. For a rough idea, use 5 mins per subsection, 10 if longer; add these up for a total. Safer to round up and overestimate.\n",
+    "- **System requirements**:\n",
+    "    - Populate with any system, version, or non-Python software requirements if necessary\n",
+    "    - Otherwise use the concepts table above and the Imports section below to describe required packages as necessary\n",
+    "    - If no extra requirements, remove the **System requirements** point altogether"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "64a5b6f9-eeee-4726-abdc-686e96dfc3cf",
+   "metadata": {},
+   "source": [
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f7571ba4-43cf-4f61-b74a-a51cdee373aa",
+   "metadata": {},
+   "source": [
+    "## Imports"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "c12d0875-9794-4101-b74f-346148cb36c0",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "\n",
+    "from rooki import rooki\n",
+    "from intake_esgf import ESGFCatalog\n",
+    "import xarray as xr"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "d5dfdb4b-af1f-4dba-a696-eaa59aef95a5",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "363d5d3b-3da5-45a2-9981-e66969fbb227",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "def separate_dataset_id(full_dataset):\n",
+    "    return full_dataset[0].split(\"|\")[0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "044b088b-a9e0-48e9-ab93-a5a107341367",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "ca36d2261499419d8abaf9dc829d1b58",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "   Searching indices:   0%|          |0/2 [       ?index/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "['CMIP6.CMIP.NCAR.CESM2.historical.r1i1p1f1.Amon.tas.gn.v20190308',\n",
+       " 'CMIP6.CMIP.CMCC.CMCC-ESM2.historical.r1i1p1f1.Amon.tas.gn.v20210114',\n",
+       " 'CMIP6.CMIP.NCAR.CESM2-FV2.historical.r1i1p1f1.Amon.tas.gn.v20191120',\n",
+       " 'CMIP6.CMIP.CCCma.CanESM5.historical.r1i1p1f1.Amon.tas.gn.v20190429']"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "cat = ESGFCatalog()\n",
+    "cat.search(\n",
+    "        activity_id='CMIP',\n",
+    "        experiment_id=[\"historical\",],\n",
+    "        variable_id=[\"tas\"],\n",
+    "        member_id='r1i1p1f1',\n",
+    "        grid_label='gn',\n",
+    "        table_id=\"Amon\",\n",
+    "        source_id = [ \"CMCC-ESM2\", \"CanESM5\", \"CESM2\", \"CESM2-FV2\", ]\n",
+    "    )\n",
+    "\n",
+    "dsets = [separate_dataset_id(dataset) for dataset in list(cat.df.id.values)]\n",
+    "dsets"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "399583f8-1889-4939-ba74-2cd448befef6",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "def query_compute_data(dset_id):\n",
+    "    resp = rooki.subset(\n",
+    "        collection=dset,\n",
+    "        time='1900-01-01/2000-01-31',\n",
+    "        area='65,0,100,35',\n",
+    "    )\n",
+    "    \n",
+    "    if resp.ok:\n",
+    "        ds = resp.datasets()[0]\n",
+    "    else:\n",
+    "        ds = xr.Dataset()\n",
+    "        \n",
+    "    return ds\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "b9a934cf-cda7-4bc4-8859-a2ce247f7066",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from rooki import operators as ops"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "id": "94b2078e-d58b-4a1e-a79f-0011c514a592",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "\u001b[0;31mInit signature:\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAverageByTime\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+       "\u001b[0;31mDocstring:\u001b[0m      <no docstring>\n",
+       "\u001b[0;31mFile:\u001b[0m           ~/mambaforge/envs/esgf-cookbook-dev/lib/python3.10/site-packages/rooki/operators.py\n",
+       "\u001b[0;31mType:\u001b[0m           type\n",
+       "\u001b[0;31mSubclasses:\u001b[0m     "
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "ops.AverageByTime?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "6036bdce-2e32-49ae-9a6e-34de5ab9e85c",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<rooki.operators.Input at 0x17f85f7f0>"
+      ]
+     },
+     "execution_count": 24,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "wf = ops.Input('tas', dsets[0])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 35,
+   "id": "e756f75d-0c35-4f5b-9d8e-e7c65fd97500",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "\u001b[0;31mInit signature:\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAverageByTime\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+       "\u001b[0;31mDocstring:\u001b[0m      <no docstring>\n",
+       "\u001b[0;31mSource:\u001b[0m        \n",
+       "\u001b[0;32mclass\u001b[0m \u001b[0mAverageByTime\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mOperator\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\n",
+       "\u001b[0;34m\u001b[0m    \u001b[0mMETHOD\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m\"average_time\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+       "\u001b[0;31mFile:\u001b[0m           ~/mambaforge/envs/esgf-cookbook-dev/lib/python3.10/site-packages/rooki/operators.py\n",
+       "\u001b[0;31mType:\u001b[0m           type\n",
+       "\u001b[0;31mSubclasses:\u001b[0m     "
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "ops.AverageByTime??"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 59,
+   "id": "38704069-b1ad-474f-99f6-3273554df831",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "def compute_annual_mean_subset(dset_id):\n",
+    "    # Subset by area then time\n",
+    "    wf = ops.AverageByTime(\n",
+    "        ops.Subset(\n",
+    "            ops.Input(\n",
+    "                'tas', [dsets[0]]\n",
+    "            ),\n",
+    "            time='1900-01-01/2000-12-31',\n",
+    "            area='65,0,100,35',\n",
+    "        ),\n",
+    "    freq=\"year\"\n",
+    "    )\n",
+    "    \n",
+    "    resp = wf.orchestrate()\n",
+    "    \n",
+    "    if resp.ok:\n",
+    "        ds = resp.datasets()[0]\n",
+    "    else:\n",
+    "        ds = xr.Dataset()\n",
+    "    return ds"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 60,
+   "id": "a52e7d71-18fd-4bbe-91a7-fa86725ad4de",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Downloading to /var/folders/bw/c9j8z20x45s2y20vv6528qjc0000gq/T/metalink_tvqe5twj/tas_Amon_CESM2_historical_r1i1p1f1_gn_19000101-20000101_avg-year.nc.\n",
+      "Downloading to /var/folders/bw/c9j8z20x45s2y20vv6528qjc0000gq/T/metalink_xtxuxms6/tas_Amon_CESM2_historical_r1i1p1f1_gn_19000101-20000101_avg-year.nc.\n",
+      "Downloading to /var/folders/bw/c9j8z20x45s2y20vv6528qjc0000gq/T/metalink_9ntc6sns/tas_Amon_CESM2_historical_r1i1p1f1_gn_19000101-20000101_avg-year.nc.\n",
+      "Downloading to /var/folders/bw/c9j8z20x45s2y20vv6528qjc0000gq/T/metalink_7hstq_2a/tas_Amon_CESM2_historical_r1i1p1f1_gn_19000101-20000101_avg-year.nc.\n"
+     ]
+    }
+   ],
+   "source": [
+    "dset_dict = {}\n",
+    "for dset in dsets:\n",
+    "    dset_dict[dset] = compute_annual_mean_subset(dset)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "id": "1b08b0a0-7add-4a50-8e62-9bb88b98cc7c",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.collections.QuadMesh at 0x17ef97940>"
+      ]
+     },
+     "execution_count": 30,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 640x480 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "ds.tos.isel(time=0).plot()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "d953c577-720d-46b1-b8c6-040df6455dd1",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.14"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}

From 743b25fe63699e89805ba71915cf8a883e16b634 Mon Sep 17 00:00:00 2001
From: mgrover1 <mgroverwx@gmail.com>
Date: Thu, 13 Jun 2024 16:13:21 -0600
Subject: [PATCH 2/3] ADD: Add new section to intake-rooki notebook

---
 notebooks/use-intake-esgf-with-rooki.ipynb | 2263 +++++++++++++++++++-
 1 file changed, 2154 insertions(+), 109 deletions(-)

diff --git a/notebooks/use-intake-esgf-with-rooki.ipynb b/notebooks/use-intake-esgf-with-rooki.ipynb
index 0813a71..208fb3a 100644
--- a/notebooks/use-intake-esgf-with-rooki.ipynb
+++ b/notebooks/use-intake-esgf-with-rooki.ipynb
@@ -41,11 +41,9 @@
     "## Overview\n",
     "If you have an introductory paragraph, lead with it here! Keep it short and tied to your material, then be sure to continue into the required list of topics below,\n",
     "\n",
-    "1. This is a numbered list of the specific topics\n",
-    "1. These should map approximately to your main sections of content\n",
-    "1. Or each second-level, `##`, header in your notebook\n",
-    "1. Keep the size and scope of your notebook in check\n",
-    "1. And be sure to let the reader know up front the important concepts they'll be leaving with"
+    "1. Search and find data using intake-esgf, returning the dataset ids\n",
+    "1. Feed the dataset ids to rooki to subset and average the data remotely\n",
+    "1. Visualize the results on the end-user side"
    ]
   },
   {
@@ -57,15 +55,10 @@
     "\n",
     "| Concepts | Importance | Notes |\n",
     "| --- | --- | --- |\n",
-    "| [Intro to Cartopy](https://foundations.projectpythia.org/core/cartopy/cartopy.html) | Necessary | |\n",
-    "| [Understanding of NetCDF](https://foundations.projectpythia.org/core/data-formats/netcdf-cf.html) | Helpful | Familiarity with metadata structure |\n",
-    "| Project management | Helpful | |\n",
+    "| [Intro to Intake-ESGF](intro-search) | Necessary | |\n",
+    "| [Intro to Rooki](rooki) | Helpful | Familiarity with metadata structure |\n",
     "\n",
-    "- **Time to learn**: estimate in minutes. For a rough idea, use 5 mins per subsection, 10 if longer; add these up for a total. Safer to round up and overestimate.\n",
-    "- **System requirements**:\n",
-    "    - Populate with any system, version, or non-Python software requirements if necessary\n",
-    "    - Otherwise use the concepts table above and the Imports section below to describe required packages as necessary\n",
-    "    - If no extra requirements, remove the **System requirements** point altogether"
+    "- **Time to learn**: 30 minutes"
    ]
   },
   {
@@ -86,45 +79,1180 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 45,
    "id": "c12d0875-9794-4101-b74f-346148cb36c0",
    "metadata": {
     "tags": []
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "application/javascript": [
+       "(function(root) {\n",
+       "  function now() {\n",
+       "    return new Date();\n",
+       "  }\n",
+       "\n",
+       "  var force = true;\n",
+       "  var py_version = '3.4.0'.replace('rc', '-rc.').replace('.dev', '-dev.');\n",
+       "  var reloading = false;\n",
+       "  var Bokeh = root.Bokeh;\n",
+       "\n",
+       "  if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n",
+       "    root._bokeh_timeout = Date.now() + 5000;\n",
+       "    root._bokeh_failed_load = false;\n",
+       "  }\n",
+       "\n",
+       "  function run_callbacks() {\n",
+       "    try {\n",
+       "      root._bokeh_onload_callbacks.forEach(function(callback) {\n",
+       "        if (callback != null)\n",
+       "          callback();\n",
+       "      });\n",
+       "    } finally {\n",
+       "      delete root._bokeh_onload_callbacks;\n",
+       "    }\n",
+       "    console.debug(\"Bokeh: all callbacks have finished\");\n",
+       "  }\n",
+       "\n",
+       "  function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n",
+       "    if (css_urls == null) css_urls = [];\n",
+       "    if (js_urls == null) js_urls = [];\n",
+       "    if (js_modules == null) js_modules = [];\n",
+       "    if (js_exports == null) js_exports = {};\n",
+       "\n",
+       "    root._bokeh_onload_callbacks.push(callback);\n",
+       "\n",
+       "    if (root._bokeh_is_loading > 0) {\n",
+       "      console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n",
+       "      return null;\n",
+       "    }\n",
+       "    if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n",
+       "      run_callbacks();\n",
+       "      return null;\n",
+       "    }\n",
+       "    if (!reloading) {\n",
+       "      console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
+       "    }\n",
+       "\n",
+       "    function on_load() {\n",
+       "      root._bokeh_is_loading--;\n",
+       "      if (root._bokeh_is_loading === 0) {\n",
+       "        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n",
+       "        run_callbacks()\n",
+       "      }\n",
+       "    }\n",
+       "    window._bokeh_on_load = on_load\n",
+       "\n",
+       "    function on_error() {\n",
+       "      console.error(\"failed to load \" + url);\n",
+       "    }\n",
+       "\n",
+       "    var skip = [];\n",
+       "    if (window.requirejs) {\n",
+       "      window.requirejs.config({'packages': {}, 'paths': {}, 'shim': {}});\n",
+       "      root._bokeh_is_loading = css_urls.length + 0;\n",
+       "    } else {\n",
+       "      root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n",
+       "    }\n",
+       "\n",
+       "    var existing_stylesheets = []\n",
+       "    var links = document.getElementsByTagName('link')\n",
+       "    for (var i = 0; i < links.length; i++) {\n",
+       "      var link = links[i]\n",
+       "      if (link.href != null) {\n",
+       "\texisting_stylesheets.push(link.href)\n",
+       "      }\n",
+       "    }\n",
+       "    for (var i = 0; i < css_urls.length; i++) {\n",
+       "      var url = css_urls[i];\n",
+       "      if (existing_stylesheets.indexOf(url) !== -1) {\n",
+       "\ton_load()\n",
+       "\tcontinue;\n",
+       "      }\n",
+       "      const element = document.createElement(\"link\");\n",
+       "      element.onload = on_load;\n",
+       "      element.onerror = on_error;\n",
+       "      element.rel = \"stylesheet\";\n",
+       "      element.type = \"text/css\";\n",
+       "      element.href = url;\n",
+       "      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n",
+       "      document.body.appendChild(element);\n",
+       "    }    var existing_scripts = []\n",
+       "    var scripts = document.getElementsByTagName('script')\n",
+       "    for (var i = 0; i < scripts.length; i++) {\n",
+       "      var script = scripts[i]\n",
+       "      if (script.src != null) {\n",
+       "\texisting_scripts.push(script.src)\n",
+       "      }\n",
+       "    }\n",
+       "    for (var i = 0; i < js_urls.length; i++) {\n",
+       "      var url = js_urls[i];\n",
+       "      if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n",
+       "\tif (!window.requirejs) {\n",
+       "\t  on_load();\n",
+       "\t}\n",
+       "\tcontinue;\n",
+       "      }\n",
+       "      var element = document.createElement('script');\n",
+       "      element.onload = on_load;\n",
+       "      element.onerror = on_error;\n",
+       "      element.async = false;\n",
+       "      element.src = url;\n",
+       "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
+       "      document.head.appendChild(element);\n",
+       "    }\n",
+       "    for (var i = 0; i < js_modules.length; i++) {\n",
+       "      var url = js_modules[i];\n",
+       "      if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n",
+       "\tif (!window.requirejs) {\n",
+       "\t  on_load();\n",
+       "\t}\n",
+       "\tcontinue;\n",
+       "      }\n",
+       "      var element = document.createElement('script');\n",
+       "      element.onload = on_load;\n",
+       "      element.onerror = on_error;\n",
+       "      element.async = false;\n",
+       "      element.src = url;\n",
+       "      element.type = \"module\";\n",
+       "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
+       "      document.head.appendChild(element);\n",
+       "    }\n",
+       "    for (const name in js_exports) {\n",
+       "      var url = js_exports[name];\n",
+       "      if (skip.indexOf(url) >= 0 || root[name] != null) {\n",
+       "\tif (!window.requirejs) {\n",
+       "\t  on_load();\n",
+       "\t}\n",
+       "\tcontinue;\n",
+       "      }\n",
+       "      var element = document.createElement('script');\n",
+       "      element.onerror = on_error;\n",
+       "      element.async = false;\n",
+       "      element.type = \"module\";\n",
+       "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
+       "      element.textContent = `\n",
+       "      import ${name} from \"${url}\"\n",
+       "      window.${name} = ${name}\n",
+       "      window._bokeh_on_load()\n",
+       "      `\n",
+       "      document.head.appendChild(element);\n",
+       "    }\n",
+       "    if (!js_urls.length && !js_modules.length) {\n",
+       "      on_load()\n",
+       "    }\n",
+       "  };\n",
+       "\n",
+       "  function inject_raw_css(css) {\n",
+       "    const element = document.createElement(\"style\");\n",
+       "    element.appendChild(document.createTextNode(css));\n",
+       "    document.body.appendChild(element);\n",
+       "  }\n",
+       "\n",
+       "  var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.4.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.4.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.4.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.4.0.min.js\", \"https://cdn.holoviz.org/panel/1.4.1/dist/panel.min.js\"];\n",
+       "  var js_modules = [];\n",
+       "  var js_exports = {};\n",
+       "  var css_urls = [];\n",
+       "  var inline_js = [    function(Bokeh) {\n",
+       "      Bokeh.set_log_level(\"info\");\n",
+       "    },\n",
+       "function(Bokeh) {} // ensure no trailing comma for IE\n",
+       "  ];\n",
+       "\n",
+       "  function run_inline_js() {\n",
+       "    if ((root.Bokeh !== undefined) || (force === true)) {\n",
+       "      for (var i = 0; i < inline_js.length; i++) {\n",
+       "\ttry {\n",
+       "          inline_js[i].call(root, root.Bokeh);\n",
+       "\t} catch(e) {\n",
+       "\t  if (!reloading) {\n",
+       "\t    throw e;\n",
+       "\t  }\n",
+       "\t}\n",
+       "      }\n",
+       "      // Cache old bokeh versions\n",
+       "      if (Bokeh != undefined && !reloading) {\n",
+       "\tvar NewBokeh = root.Bokeh;\n",
+       "\tif (Bokeh.versions === undefined) {\n",
+       "\t  Bokeh.versions = new Map();\n",
+       "\t}\n",
+       "\tif (NewBokeh.version !== Bokeh.version) {\n",
+       "\t  Bokeh.versions.set(NewBokeh.version, NewBokeh)\n",
+       "\t}\n",
+       "\troot.Bokeh = Bokeh;\n",
+       "      }} else if (Date.now() < root._bokeh_timeout) {\n",
+       "      setTimeout(run_inline_js, 100);\n",
+       "    } else if (!root._bokeh_failed_load) {\n",
+       "      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
+       "      root._bokeh_failed_load = true;\n",
+       "    }\n",
+       "    root._bokeh_is_initializing = false\n",
+       "  }\n",
+       "\n",
+       "  function load_or_wait() {\n",
+       "    // Implement a backoff loop that tries to ensure we do not load multiple\n",
+       "    // versions of Bokeh and its dependencies at the same time.\n",
+       "    // In recent versions we use the root._bokeh_is_initializing flag\n",
+       "    // to determine whether there is an ongoing attempt to initialize\n",
+       "    // bokeh, however for backward compatibility we also try to ensure\n",
+       "    // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n",
+       "    // before older versions are fully initialized.\n",
+       "    if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n",
+       "      root._bokeh_is_initializing = false;\n",
+       "      root._bokeh_onload_callbacks = undefined;\n",
+       "      console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n",
+       "      load_or_wait();\n",
+       "    } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n",
+       "      setTimeout(load_or_wait, 100);\n",
+       "    } else {\n",
+       "      root._bokeh_is_initializing = true\n",
+       "      root._bokeh_onload_callbacks = []\n",
+       "      var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n",
+       "      if (!reloading && !bokeh_loaded) {\n",
+       "\troot.Bokeh = undefined;\n",
+       "      }\n",
+       "      load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n",
+       "\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n",
+       "\trun_inline_js();\n",
+       "      });\n",
+       "    }\n",
+       "  }\n",
+       "  // Give older versions of the autoload script a head-start to ensure\n",
+       "  // they initialize before we start loading newer version.\n",
+       "  setTimeout(load_or_wait, 100)\n",
+       "}(window));"
+      ],
+      "application/vnd.holoviews_load.v0+json": "(function(root) {\n  function now() {\n    return new Date();\n  }\n\n  var force = true;\n  var py_version = '3.4.0'.replace('rc', '-rc.').replace('.dev', '-dev.');\n  var reloading = false;\n  var Bokeh = root.Bokeh;\n\n  if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n    root._bokeh_timeout = Date.now() + 5000;\n    root._bokeh_failed_load = false;\n  }\n\n  function run_callbacks() {\n    try {\n      root._bokeh_onload_callbacks.forEach(function(callback) {\n        if (callback != null)\n          callback();\n      });\n    } finally {\n      delete root._bokeh_onload_callbacks;\n    }\n    console.debug(\"Bokeh: all callbacks have finished\");\n  }\n\n  function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n    if (css_urls == null) css_urls = [];\n    if (js_urls == null) js_urls = [];\n    if (js_modules == null) js_modules = [];\n    if (js_exports == null) js_exports = {};\n\n    root._bokeh_onload_callbacks.push(callback);\n\n    if (root._bokeh_is_loading > 0) {\n      console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n      return null;\n    }\n    if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n      run_callbacks();\n      return null;\n    }\n    if (!reloading) {\n      console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n    }\n\n    function on_load() {\n      root._bokeh_is_loading--;\n      if (root._bokeh_is_loading === 0) {\n        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n        run_callbacks()\n      }\n    }\n    window._bokeh_on_load = on_load\n\n    function on_error() {\n      console.error(\"failed to load \" + url);\n    }\n\n    var skip = [];\n    if (window.requirejs) {\n      window.requirejs.config({'packages': {}, 'paths': {}, 'shim': {}});\n      root._bokeh_is_loading = css_urls.length + 0;\n    } else {\n      root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n    }\n\n    var existing_stylesheets = []\n    var links = document.getElementsByTagName('link')\n    for (var i = 0; i < links.length; i++) {\n      var link = links[i]\n      if (link.href != null) {\n\texisting_stylesheets.push(link.href)\n      }\n    }\n    for (var i = 0; i < css_urls.length; i++) {\n      var url = css_urls[i];\n      if (existing_stylesheets.indexOf(url) !== -1) {\n\ton_load()\n\tcontinue;\n      }\n      const element = document.createElement(\"link\");\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.rel = \"stylesheet\";\n      element.type = \"text/css\";\n      element.href = url;\n      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n      document.body.appendChild(element);\n    }    var existing_scripts = []\n    var scripts = document.getElementsByTagName('script')\n    for (var i = 0; i < scripts.length; i++) {\n      var script = scripts[i]\n      if (script.src != null) {\n\texisting_scripts.push(script.src)\n      }\n    }\n    for (var i = 0; i < js_urls.length; i++) {\n      var url = js_urls[i];\n      if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t  on_load();\n\t}\n\tcontinue;\n      }\n      var element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.async = false;\n      element.src = url;\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n    for (var i = 0; i < js_modules.length; i++) {\n      var url = js_modules[i];\n      if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t  on_load();\n\t}\n\tcontinue;\n      }\n      var element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.async = false;\n      element.src = url;\n      element.type = \"module\";\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n    for (const name in js_exports) {\n      var url = js_exports[name];\n      if (skip.indexOf(url) >= 0 || root[name] != null) {\n\tif (!window.requirejs) {\n\t  on_load();\n\t}\n\tcontinue;\n      }\n      var element = document.createElement('script');\n      element.onerror = on_error;\n      element.async = false;\n      element.type = \"module\";\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      element.textContent = `\n      import ${name} from \"${url}\"\n      window.${name} = ${name}\n      window._bokeh_on_load()\n      `\n      document.head.appendChild(element);\n    }\n    if (!js_urls.length && !js_modules.length) {\n      on_load()\n    }\n  };\n\n  function inject_raw_css(css) {\n    const element = document.createElement(\"style\");\n    element.appendChild(document.createTextNode(css));\n    document.body.appendChild(element);\n  }\n\n  var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.4.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.4.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.4.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.4.0.min.js\", \"https://cdn.holoviz.org/panel/1.4.1/dist/panel.min.js\"];\n  var js_modules = [];\n  var js_exports = {};\n  var css_urls = [];\n  var inline_js = [    function(Bokeh) {\n      Bokeh.set_log_level(\"info\");\n    },\nfunction(Bokeh) {} // ensure no trailing comma for IE\n  ];\n\n  function run_inline_js() {\n    if ((root.Bokeh !== undefined) || (force === true)) {\n      for (var i = 0; i < inline_js.length; i++) {\n\ttry {\n          inline_js[i].call(root, root.Bokeh);\n\t} catch(e) {\n\t  if (!reloading) {\n\t    throw e;\n\t  }\n\t}\n      }\n      // Cache old bokeh versions\n      if (Bokeh != undefined && !reloading) {\n\tvar NewBokeh = root.Bokeh;\n\tif (Bokeh.versions === undefined) {\n\t  Bokeh.versions = new Map();\n\t}\n\tif (NewBokeh.version !== Bokeh.version) {\n\t  Bokeh.versions.set(NewBokeh.version, NewBokeh)\n\t}\n\troot.Bokeh = Bokeh;\n      }} else if (Date.now() < root._bokeh_timeout) {\n      setTimeout(run_inline_js, 100);\n    } else if (!root._bokeh_failed_load) {\n      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n      root._bokeh_failed_load = true;\n    }\n    root._bokeh_is_initializing = false\n  }\n\n  function load_or_wait() {\n    // Implement a backoff loop that tries to ensure we do not load multiple\n    // versions of Bokeh and its dependencies at the same time.\n    // In recent versions we use the root._bokeh_is_initializing flag\n    // to determine whether there is an ongoing attempt to initialize\n    // bokeh, however for backward compatibility we also try to ensure\n    // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n    // before older versions are fully initialized.\n    if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n      root._bokeh_is_initializing = false;\n      root._bokeh_onload_callbacks = undefined;\n      console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n      load_or_wait();\n    } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n      setTimeout(load_or_wait, 100);\n    } else {\n      root._bokeh_is_initializing = true\n      root._bokeh_onload_callbacks = []\n      var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n      if (!reloading && !bokeh_loaded) {\n\troot.Bokeh = undefined;\n      }\n      load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n\trun_inline_js();\n      });\n    }\n  }\n  // Give older versions of the autoload script a head-start to ensure\n  // they initialize before we start loading newer version.\n  setTimeout(load_or_wait, 100)\n}(window));"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/javascript": [
+       "\n",
+       "if ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n",
+       "  window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n",
+       "}\n",
+       "\n",
+       "\n",
+       "    function JupyterCommManager() {\n",
+       "    }\n",
+       "\n",
+       "    JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n",
+       "      if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n",
+       "        var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n",
+       "        comm_manager.register_target(comm_id, function(comm) {\n",
+       "          comm.on_msg(msg_handler);\n",
+       "        });\n",
+       "      } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n",
+       "        window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n",
+       "          comm.onMsg = msg_handler;\n",
+       "        });\n",
+       "      } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n",
+       "        google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n",
+       "          var messages = comm.messages[Symbol.asyncIterator]();\n",
+       "          function processIteratorResult(result) {\n",
+       "            var message = result.value;\n",
+       "            console.log(message)\n",
+       "            var content = {data: message.data, comm_id};\n",
+       "            var buffers = []\n",
+       "            for (var buffer of message.buffers || []) {\n",
+       "              buffers.push(new DataView(buffer))\n",
+       "            }\n",
+       "            var metadata = message.metadata || {};\n",
+       "            var msg = {content, buffers, metadata}\n",
+       "            msg_handler(msg);\n",
+       "            return messages.next().then(processIteratorResult);\n",
+       "          }\n",
+       "          return messages.next().then(processIteratorResult);\n",
+       "        })\n",
+       "      }\n",
+       "    }\n",
+       "\n",
+       "    JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n",
+       "      if (comm_id in window.PyViz.comms) {\n",
+       "        return window.PyViz.comms[comm_id];\n",
+       "      } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n",
+       "        var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n",
+       "        var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n",
+       "        if (msg_handler) {\n",
+       "          comm.on_msg(msg_handler);\n",
+       "        }\n",
+       "      } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n",
+       "        var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n",
+       "        comm.open();\n",
+       "        if (msg_handler) {\n",
+       "          comm.onMsg = msg_handler;\n",
+       "        }\n",
+       "      } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n",
+       "        var comm_promise = google.colab.kernel.comms.open(comm_id)\n",
+       "        comm_promise.then((comm) => {\n",
+       "          window.PyViz.comms[comm_id] = comm;\n",
+       "          if (msg_handler) {\n",
+       "            var messages = comm.messages[Symbol.asyncIterator]();\n",
+       "            function processIteratorResult(result) {\n",
+       "              var message = result.value;\n",
+       "              var content = {data: message.data};\n",
+       "              var metadata = message.metadata || {comm_id};\n",
+       "              var msg = {content, metadata}\n",
+       "              msg_handler(msg);\n",
+       "              return messages.next().then(processIteratorResult);\n",
+       "            }\n",
+       "            return messages.next().then(processIteratorResult);\n",
+       "          }\n",
+       "        }) \n",
+       "        var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n",
+       "          return comm_promise.then((comm) => {\n",
+       "            comm.send(data, metadata, buffers, disposeOnDone);\n",
+       "          });\n",
+       "        };\n",
+       "        var comm = {\n",
+       "          send: sendClosure\n",
+       "        };\n",
+       "      }\n",
+       "      window.PyViz.comms[comm_id] = comm;\n",
+       "      return comm;\n",
+       "    }\n",
+       "    window.PyViz.comm_manager = new JupyterCommManager();\n",
+       "    \n",
+       "\n",
+       "\n",
+       "var JS_MIME_TYPE = 'application/javascript';\n",
+       "var HTML_MIME_TYPE = 'text/html';\n",
+       "var EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\n",
+       "var CLASS_NAME = 'output';\n",
+       "\n",
+       "/**\n",
+       " * Render data to the DOM node\n",
+       " */\n",
+       "function render(props, node) {\n",
+       "  var div = document.createElement(\"div\");\n",
+       "  var script = document.createElement(\"script\");\n",
+       "  node.appendChild(div);\n",
+       "  node.appendChild(script);\n",
+       "}\n",
+       "\n",
+       "/**\n",
+       " * Handle when a new output is added\n",
+       " */\n",
+       "function handle_add_output(event, handle) {\n",
+       "  var output_area = handle.output_area;\n",
+       "  var output = handle.output;\n",
+       "  if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n",
+       "    return\n",
+       "  }\n",
+       "  var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n",
+       "  var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n",
+       "  if (id !== undefined) {\n",
+       "    var nchildren = toinsert.length;\n",
+       "    var html_node = toinsert[nchildren-1].children[0];\n",
+       "    html_node.innerHTML = output.data[HTML_MIME_TYPE];\n",
+       "    var scripts = [];\n",
+       "    var nodelist = html_node.querySelectorAll(\"script\");\n",
+       "    for (var i in nodelist) {\n",
+       "      if (nodelist.hasOwnProperty(i)) {\n",
+       "        scripts.push(nodelist[i])\n",
+       "      }\n",
+       "    }\n",
+       "\n",
+       "    scripts.forEach( function (oldScript) {\n",
+       "      var newScript = document.createElement(\"script\");\n",
+       "      var attrs = [];\n",
+       "      var nodemap = oldScript.attributes;\n",
+       "      for (var j in nodemap) {\n",
+       "        if (nodemap.hasOwnProperty(j)) {\n",
+       "          attrs.push(nodemap[j])\n",
+       "        }\n",
+       "      }\n",
+       "      attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n",
+       "      newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n",
+       "      oldScript.parentNode.replaceChild(newScript, oldScript);\n",
+       "    });\n",
+       "    if (JS_MIME_TYPE in output.data) {\n",
+       "      toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n",
+       "    }\n",
+       "    output_area._hv_plot_id = id;\n",
+       "    if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n",
+       "      window.PyViz.plot_index[id] = Bokeh.index[id];\n",
+       "    } else {\n",
+       "      window.PyViz.plot_index[id] = null;\n",
+       "    }\n",
+       "  } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n",
+       "    var bk_div = document.createElement(\"div\");\n",
+       "    bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n",
+       "    var script_attrs = bk_div.children[0].attributes;\n",
+       "    for (var i = 0; i < script_attrs.length; i++) {\n",
+       "      toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n",
+       "    }\n",
+       "    // store reference to server id on output_area\n",
+       "    output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n",
+       "  }\n",
+       "}\n",
+       "\n",
+       "/**\n",
+       " * Handle when an output is cleared or removed\n",
+       " */\n",
+       "function handle_clear_output(event, handle) {\n",
+       "  var id = handle.cell.output_area._hv_plot_id;\n",
+       "  var server_id = handle.cell.output_area._bokeh_server_id;\n",
+       "  if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n",
+       "  var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n",
+       "  if (server_id !== null) {\n",
+       "    comm.send({event_type: 'server_delete', 'id': server_id});\n",
+       "    return;\n",
+       "  } else if (comm !== null) {\n",
+       "    comm.send({event_type: 'delete', 'id': id});\n",
+       "  }\n",
+       "  delete PyViz.plot_index[id];\n",
+       "  if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n",
+       "    var doc = window.Bokeh.index[id].model.document\n",
+       "    doc.clear();\n",
+       "    const i = window.Bokeh.documents.indexOf(doc);\n",
+       "    if (i > -1) {\n",
+       "      window.Bokeh.documents.splice(i, 1);\n",
+       "    }\n",
+       "  }\n",
+       "}\n",
+       "\n",
+       "/**\n",
+       " * Handle kernel restart event\n",
+       " */\n",
+       "function handle_kernel_cleanup(event, handle) {\n",
+       "  delete PyViz.comms[\"hv-extension-comm\"];\n",
+       "  window.PyViz.plot_index = {}\n",
+       "}\n",
+       "\n",
+       "/**\n",
+       " * Handle update_display_data messages\n",
+       " */\n",
+       "function handle_update_output(event, handle) {\n",
+       "  handle_clear_output(event, {cell: {output_area: handle.output_area}})\n",
+       "  handle_add_output(event, handle)\n",
+       "}\n",
+       "\n",
+       "function register_renderer(events, OutputArea) {\n",
+       "  function append_mime(data, metadata, element) {\n",
+       "    // create a DOM node to render to\n",
+       "    var toinsert = this.create_output_subarea(\n",
+       "    metadata,\n",
+       "    CLASS_NAME,\n",
+       "    EXEC_MIME_TYPE\n",
+       "    );\n",
+       "    this.keyboard_manager.register_events(toinsert);\n",
+       "    // Render to node\n",
+       "    var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n",
+       "    render(props, toinsert[0]);\n",
+       "    element.append(toinsert);\n",
+       "    return toinsert\n",
+       "  }\n",
+       "\n",
+       "  events.on('output_added.OutputArea', handle_add_output);\n",
+       "  events.on('output_updated.OutputArea', handle_update_output);\n",
+       "  events.on('clear_output.CodeCell', handle_clear_output);\n",
+       "  events.on('delete.Cell', handle_clear_output);\n",
+       "  events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n",
+       "\n",
+       "  OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n",
+       "    safe: true,\n",
+       "    index: 0\n",
+       "  });\n",
+       "}\n",
+       "\n",
+       "if (window.Jupyter !== undefined) {\n",
+       "  try {\n",
+       "    var events = require('base/js/events');\n",
+       "    var OutputArea = require('notebook/js/outputarea').OutputArea;\n",
+       "    if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n",
+       "      register_renderer(events, OutputArea);\n",
+       "    }\n",
+       "  } catch(err) {\n",
+       "  }\n",
+       "}\n"
+      ],
+      "application/vnd.holoviews_load.v0+json": "\nif ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n  window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n}\n\n\n    function JupyterCommManager() {\n    }\n\n    JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n      if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n        var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n        comm_manager.register_target(comm_id, function(comm) {\n          comm.on_msg(msg_handler);\n        });\n      } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n        window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n          comm.onMsg = msg_handler;\n        });\n      } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n        google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n          var messages = comm.messages[Symbol.asyncIterator]();\n          function processIteratorResult(result) {\n            var message = result.value;\n            console.log(message)\n            var content = {data: message.data, comm_id};\n            var buffers = []\n            for (var buffer of message.buffers || []) {\n              buffers.push(new DataView(buffer))\n            }\n            var metadata = message.metadata || {};\n            var msg = {content, buffers, metadata}\n            msg_handler(msg);\n            return messages.next().then(processIteratorResult);\n          }\n          return messages.next().then(processIteratorResult);\n        })\n      }\n    }\n\n    JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n      if (comm_id in window.PyViz.comms) {\n        return window.PyViz.comms[comm_id];\n      } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n        var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n        var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n        if (msg_handler) {\n          comm.on_msg(msg_handler);\n        }\n      } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n        var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n        comm.open();\n        if (msg_handler) {\n          comm.onMsg = msg_handler;\n        }\n      } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n        var comm_promise = google.colab.kernel.comms.open(comm_id)\n        comm_promise.then((comm) => {\n          window.PyViz.comms[comm_id] = comm;\n          if (msg_handler) {\n            var messages = comm.messages[Symbol.asyncIterator]();\n            function processIteratorResult(result) {\n              var message = result.value;\n              var content = {data: message.data};\n              var metadata = message.metadata || {comm_id};\n              var msg = {content, metadata}\n              msg_handler(msg);\n              return messages.next().then(processIteratorResult);\n            }\n            return messages.next().then(processIteratorResult);\n          }\n        }) \n        var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n          return comm_promise.then((comm) => {\n            comm.send(data, metadata, buffers, disposeOnDone);\n          });\n        };\n        var comm = {\n          send: sendClosure\n        };\n      }\n      window.PyViz.comms[comm_id] = comm;\n      return comm;\n    }\n    window.PyViz.comm_manager = new JupyterCommManager();\n    \n\n\nvar JS_MIME_TYPE = 'application/javascript';\nvar HTML_MIME_TYPE = 'text/html';\nvar EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\nvar CLASS_NAME = 'output';\n\n/**\n * Render data to the DOM node\n */\nfunction render(props, node) {\n  var div = document.createElement(\"div\");\n  var script = document.createElement(\"script\");\n  node.appendChild(div);\n  node.appendChild(script);\n}\n\n/**\n * Handle when a new output is added\n */\nfunction handle_add_output(event, handle) {\n  var output_area = handle.output_area;\n  var output = handle.output;\n  if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n    return\n  }\n  var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n  var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n  if (id !== undefined) {\n    var nchildren = toinsert.length;\n    var html_node = toinsert[nchildren-1].children[0];\n    html_node.innerHTML = output.data[HTML_MIME_TYPE];\n    var scripts = [];\n    var nodelist = html_node.querySelectorAll(\"script\");\n    for (var i in nodelist) {\n      if (nodelist.hasOwnProperty(i)) {\n        scripts.push(nodelist[i])\n      }\n    }\n\n    scripts.forEach( function (oldScript) {\n      var newScript = document.createElement(\"script\");\n      var attrs = [];\n      var nodemap = oldScript.attributes;\n      for (var j in nodemap) {\n        if (nodemap.hasOwnProperty(j)) {\n          attrs.push(nodemap[j])\n        }\n      }\n      attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n      newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n      oldScript.parentNode.replaceChild(newScript, oldScript);\n    });\n    if (JS_MIME_TYPE in output.data) {\n      toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n    }\n    output_area._hv_plot_id = id;\n    if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n      window.PyViz.plot_index[id] = Bokeh.index[id];\n    } else {\n      window.PyViz.plot_index[id] = null;\n    }\n  } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n    var bk_div = document.createElement(\"div\");\n    bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n    var script_attrs = bk_div.children[0].attributes;\n    for (var i = 0; i < script_attrs.length; i++) {\n      toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n    }\n    // store reference to server id on output_area\n    output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n  }\n}\n\n/**\n * Handle when an output is cleared or removed\n */\nfunction handle_clear_output(event, handle) {\n  var id = handle.cell.output_area._hv_plot_id;\n  var server_id = handle.cell.output_area._bokeh_server_id;\n  if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n  var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n  if (server_id !== null) {\n    comm.send({event_type: 'server_delete', 'id': server_id});\n    return;\n  } else if (comm !== null) {\n    comm.send({event_type: 'delete', 'id': id});\n  }\n  delete PyViz.plot_index[id];\n  if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n    var doc = window.Bokeh.index[id].model.document\n    doc.clear();\n    const i = window.Bokeh.documents.indexOf(doc);\n    if (i > -1) {\n      window.Bokeh.documents.splice(i, 1);\n    }\n  }\n}\n\n/**\n * Handle kernel restart event\n */\nfunction handle_kernel_cleanup(event, handle) {\n  delete PyViz.comms[\"hv-extension-comm\"];\n  window.PyViz.plot_index = {}\n}\n\n/**\n * Handle update_display_data messages\n */\nfunction handle_update_output(event, handle) {\n  handle_clear_output(event, {cell: {output_area: handle.output_area}})\n  handle_add_output(event, handle)\n}\n\nfunction register_renderer(events, OutputArea) {\n  function append_mime(data, metadata, element) {\n    // create a DOM node to render to\n    var toinsert = this.create_output_subarea(\n    metadata,\n    CLASS_NAME,\n    EXEC_MIME_TYPE\n    );\n    this.keyboard_manager.register_events(toinsert);\n    // Render to node\n    var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n    render(props, toinsert[0]);\n    element.append(toinsert);\n    return toinsert\n  }\n\n  events.on('output_added.OutputArea', handle_add_output);\n  events.on('output_updated.OutputArea', handle_update_output);\n  events.on('clear_output.CodeCell', handle_clear_output);\n  events.on('delete.Cell', handle_clear_output);\n  events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n\n  OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n    safe: true,\n    index: 0\n  });\n}\n\nif (window.Jupyter !== undefined) {\n  try {\n    var events = require('base/js/events');\n    var OutputArea = require('notebook/js/outputarea').OutputArea;\n    if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n      register_renderer(events, OutputArea);\n    }\n  } catch(err) {\n  }\n}\n"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "<style>*[data-root-id],\n",
+       "*[data-root-id] > * {\n",
+       "  box-sizing: border-box;\n",
+       "  font-family: var(--jp-ui-font-family);\n",
+       "  font-size: var(--jp-ui-font-size1);\n",
+       "  color: var(--vscode-editor-foreground, var(--jp-ui-font-color1));\n",
+       "}\n",
+       "\n",
+       "/* Override VSCode background color */\n",
+       ".cell-output-ipywidget-background:has(\n",
+       "    > .cell-output-ipywidget-background > .lm-Widget > *[data-root-id]\n",
+       "  ),\n",
+       ".cell-output-ipywidget-background:has(> .lm-Widget > *[data-root-id]) {\n",
+       "  background-color: transparent !important;\n",
+       "}\n",
+       "</style>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.holoviews_exec.v0+json": "",
+      "text/html": [
+       "<div id='p1002'>\n",
+       "  <div id=\"ee7f911e-40d9-4287-aef5-54cb4112e436\" data-root-id=\"p1002\" style=\"display: contents;\"></div>\n",
+       "</div>\n",
+       "<script type=\"application/javascript\">(function(root) {\n",
+       "  var docs_json = {\"0624fbf0-5f99-43e9-99d0-a3371a27c96c\":{\"version\":\"3.4.0\",\"title\":\"Bokeh Application\",\"roots\":[{\"type\":\"object\",\"name\":\"panel.models.browser.BrowserInfo\",\"id\":\"p1002\"},{\"type\":\"object\",\"name\":\"panel.models.comm_manager.CommManager\",\"id\":\"p1003\",\"attributes\":{\"plot_id\":\"p1002\",\"comm_id\":\"a1c20f11571949ba8252440b3ad1c260\",\"client_comm_id\":\"624c4b33a8674ab4bbce99c9c353858e\"}}],\"defs\":[{\"type\":\"model\",\"name\":\"ReactiveHTML1\"},{\"type\":\"model\",\"name\":\"FlexBox1\",\"properties\":[{\"name\":\"align_content\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"align_items\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"flex_direction\",\"kind\":\"Any\",\"default\":\"row\"},{\"name\":\"flex_wrap\",\"kind\":\"Any\",\"default\":\"wrap\"},{\"name\":\"gap\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"justify_content\",\"kind\":\"Any\",\"default\":\"flex-start\"}]},{\"type\":\"model\",\"name\":\"FloatPanel1\",\"properties\":[{\"name\":\"config\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"contained\",\"kind\":\"Any\",\"default\":true},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"right-top\"},{\"name\":\"offsetx\",\"kind\":\"Any\",\"default\":null},{\"name\":\"offsety\",\"kind\":\"Any\",\"default\":null},{\"name\":\"theme\",\"kind\":\"Any\",\"default\":\"primary\"},{\"name\":\"status\",\"kind\":\"Any\",\"default\":\"normalized\"}]},{\"type\":\"model\",\"name\":\"GridStack1\",\"properties\":[{\"name\":\"mode\",\"kind\":\"Any\",\"default\":\"warn\"},{\"name\":\"ncols\",\"kind\":\"Any\",\"default\":null},{\"name\":\"nrows\",\"kind\":\"Any\",\"default\":null},{\"name\":\"allow_resize\",\"kind\":\"Any\",\"default\":true},{\"name\":\"allow_drag\",\"kind\":\"Any\",\"default\":true},{\"name\":\"state\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"drag1\",\"properties\":[{\"name\":\"slider_width\",\"kind\":\"Any\",\"default\":5},{\"name\":\"slider_color\",\"kind\":\"Any\",\"default\":\"black\"},{\"name\":\"value\",\"kind\":\"Any\",\"default\":50}]},{\"type\":\"model\",\"name\":\"click1\",\"properties\":[{\"name\":\"terminal_output\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"debug_name\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"clears\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"FastWrapper1\",\"properties\":[{\"name\":\"object\",\"kind\":\"Any\",\"default\":null},{\"name\":\"style\",\"kind\":\"Any\",\"default\":null}]},{\"type\":\"model\",\"name\":\"NotificationAreaBase1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"NotificationArea1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"notifications\",\"kind\":\"Any\",\"default\":[]},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0},{\"name\":\"types\",\"kind\":\"Any\",\"default\":[{\"type\":\"map\",\"entries\":[[\"type\",\"warning\"],[\"background\",\"#ffc107\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-exclamation-triangle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]},{\"type\":\"map\",\"entries\":[[\"type\",\"info\"],[\"background\",\"#007bff\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-info-circle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]}]}]},{\"type\":\"model\",\"name\":\"Notification\",\"properties\":[{\"name\":\"background\",\"kind\":\"Any\",\"default\":null},{\"name\":\"duration\",\"kind\":\"Any\",\"default\":3000},{\"name\":\"icon\",\"kind\":\"Any\",\"default\":null},{\"name\":\"message\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"notification_type\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_destroyed\",\"kind\":\"Any\",\"default\":false}]},{\"type\":\"model\",\"name\":\"TemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"BootstrapTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"TemplateEditor1\",\"properties\":[{\"name\":\"layout\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"MaterialTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"copy_to_clipboard1\",\"properties\":[{\"name\":\"fill\",\"kind\":\"Any\",\"default\":\"none\"},{\"name\":\"value\",\"kind\":\"Any\",\"default\":null}]}]}};\n",
+       "  var render_items = [{\"docid\":\"0624fbf0-5f99-43e9-99d0-a3371a27c96c\",\"roots\":{\"p1002\":\"ee7f911e-40d9-4287-aef5-54cb4112e436\"},\"root_ids\":[\"p1002\"]}];\n",
+       "  var docs = Object.values(docs_json)\n",
+       "  if (!docs) {\n",
+       "    return\n",
+       "  }\n",
+       "  const py_version = docs[0].version.replace('rc', '-rc.').replace('.dev', '-dev.')\n",
+       "  function embed_document(root) {\n",
+       "    var Bokeh = get_bokeh(root)\n",
+       "    Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
+       "    for (const render_item of render_items) {\n",
+       "      for (const root_id of render_item.root_ids) {\n",
+       "\tconst id_el = document.getElementById(root_id)\n",
+       "\tif (id_el.children.length && (id_el.children[0].className === 'bk-root')) {\n",
+       "\t  const root_el = id_el.children[0]\n",
+       "\t  root_el.id = root_el.id + '-rendered'\n",
+       "\t}\n",
+       "      }\n",
+       "    }\n",
+       "  }\n",
+       "  function get_bokeh(root) {\n",
+       "    if (root.Bokeh === undefined) {\n",
+       "      return null\n",
+       "    } else if (root.Bokeh.version !== py_version) {\n",
+       "      if (root.Bokeh.versions === undefined || !root.Bokeh.versions.has(py_version)) {\n",
+       "\treturn null\n",
+       "      }\n",
+       "      return root.Bokeh.versions.get(py_version);\n",
+       "    } else if (root.Bokeh.version === py_version) {\n",
+       "      return root.Bokeh\n",
+       "    }\n",
+       "    return null\n",
+       "  }\n",
+       "  function is_loaded(root) {\n",
+       "    var Bokeh = get_bokeh(root)\n",
+       "    return (Bokeh != null && Bokeh.Panel !== undefined)\n",
+       "  }\n",
+       "  if (is_loaded(root)) {\n",
+       "    embed_document(root);\n",
+       "  } else {\n",
+       "    var attempts = 0;\n",
+       "    var timer = setInterval(function(root) {\n",
+       "      if (is_loaded(root)) {\n",
+       "        clearInterval(timer);\n",
+       "        embed_document(root);\n",
+       "      } else if (document.readyState == \"complete\") {\n",
+       "        attempts++;\n",
+       "        if (attempts > 200) {\n",
+       "          clearInterval(timer);\n",
+       "\t  var Bokeh = get_bokeh(root)\n",
+       "\t  if (Bokeh == null || Bokeh.Panel == null) {\n",
+       "            console.warn(\"Panel: ERROR: Unable to run Panel code because Bokeh or Panel library is missing\");\n",
+       "\t  } else {\n",
+       "\t    console.warn(\"Panel: WARNING: Attempting to render but not all required libraries could be resolved.\")\n",
+       "\t    embed_document(root)\n",
+       "\t  }\n",
+       "        }\n",
+       "      }\n",
+       "    }, 25, root)\n",
+       "  }\n",
+       "})(window);</script>"
+      ]
+     },
+     "metadata": {
+      "application/vnd.holoviews_exec.v0+json": {
+       "id": "p1002"
+      }
+     },
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/javascript": [
+       "(function(root) {\n",
+       "  function now() {\n",
+       "    return new Date();\n",
+       "  }\n",
+       "\n",
+       "  var force = true;\n",
+       "  var py_version = '3.4.0'.replace('rc', '-rc.').replace('.dev', '-dev.');\n",
+       "  var reloading = true;\n",
+       "  var Bokeh = root.Bokeh;\n",
+       "\n",
+       "  if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n",
+       "    root._bokeh_timeout = Date.now() + 5000;\n",
+       "    root._bokeh_failed_load = false;\n",
+       "  }\n",
+       "\n",
+       "  function run_callbacks() {\n",
+       "    try {\n",
+       "      root._bokeh_onload_callbacks.forEach(function(callback) {\n",
+       "        if (callback != null)\n",
+       "          callback();\n",
+       "      });\n",
+       "    } finally {\n",
+       "      delete root._bokeh_onload_callbacks;\n",
+       "    }\n",
+       "    console.debug(\"Bokeh: all callbacks have finished\");\n",
+       "  }\n",
+       "\n",
+       "  function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n",
+       "    if (css_urls == null) css_urls = [];\n",
+       "    if (js_urls == null) js_urls = [];\n",
+       "    if (js_modules == null) js_modules = [];\n",
+       "    if (js_exports == null) js_exports = {};\n",
+       "\n",
+       "    root._bokeh_onload_callbacks.push(callback);\n",
+       "\n",
+       "    if (root._bokeh_is_loading > 0) {\n",
+       "      console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n",
+       "      return null;\n",
+       "    }\n",
+       "    if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n",
+       "      run_callbacks();\n",
+       "      return null;\n",
+       "    }\n",
+       "    if (!reloading) {\n",
+       "      console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
+       "    }\n",
+       "\n",
+       "    function on_load() {\n",
+       "      root._bokeh_is_loading--;\n",
+       "      if (root._bokeh_is_loading === 0) {\n",
+       "        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n",
+       "        run_callbacks()\n",
+       "      }\n",
+       "    }\n",
+       "    window._bokeh_on_load = on_load\n",
+       "\n",
+       "    function on_error() {\n",
+       "      console.error(\"failed to load \" + url);\n",
+       "    }\n",
+       "\n",
+       "    var skip = [];\n",
+       "    if (window.requirejs) {\n",
+       "      window.requirejs.config({'packages': {}, 'paths': {}, 'shim': {}});\n",
+       "      root._bokeh_is_loading = css_urls.length + 0;\n",
+       "    } else {\n",
+       "      root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n",
+       "    }\n",
+       "\n",
+       "    var existing_stylesheets = []\n",
+       "    var links = document.getElementsByTagName('link')\n",
+       "    for (var i = 0; i < links.length; i++) {\n",
+       "      var link = links[i]\n",
+       "      if (link.href != null) {\n",
+       "\texisting_stylesheets.push(link.href)\n",
+       "      }\n",
+       "    }\n",
+       "    for (var i = 0; i < css_urls.length; i++) {\n",
+       "      var url = css_urls[i];\n",
+       "      if (existing_stylesheets.indexOf(url) !== -1) {\n",
+       "\ton_load()\n",
+       "\tcontinue;\n",
+       "      }\n",
+       "      const element = document.createElement(\"link\");\n",
+       "      element.onload = on_load;\n",
+       "      element.onerror = on_error;\n",
+       "      element.rel = \"stylesheet\";\n",
+       "      element.type = \"text/css\";\n",
+       "      element.href = url;\n",
+       "      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n",
+       "      document.body.appendChild(element);\n",
+       "    }    var existing_scripts = []\n",
+       "    var scripts = document.getElementsByTagName('script')\n",
+       "    for (var i = 0; i < scripts.length; i++) {\n",
+       "      var script = scripts[i]\n",
+       "      if (script.src != null) {\n",
+       "\texisting_scripts.push(script.src)\n",
+       "      }\n",
+       "    }\n",
+       "    for (var i = 0; i < js_urls.length; i++) {\n",
+       "      var url = js_urls[i];\n",
+       "      if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n",
+       "\tif (!window.requirejs) {\n",
+       "\t  on_load();\n",
+       "\t}\n",
+       "\tcontinue;\n",
+       "      }\n",
+       "      var element = document.createElement('script');\n",
+       "      element.onload = on_load;\n",
+       "      element.onerror = on_error;\n",
+       "      element.async = false;\n",
+       "      element.src = url;\n",
+       "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
+       "      document.head.appendChild(element);\n",
+       "    }\n",
+       "    for (var i = 0; i < js_modules.length; i++) {\n",
+       "      var url = js_modules[i];\n",
+       "      if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n",
+       "\tif (!window.requirejs) {\n",
+       "\t  on_load();\n",
+       "\t}\n",
+       "\tcontinue;\n",
+       "      }\n",
+       "      var element = document.createElement('script');\n",
+       "      element.onload = on_load;\n",
+       "      element.onerror = on_error;\n",
+       "      element.async = false;\n",
+       "      element.src = url;\n",
+       "      element.type = \"module\";\n",
+       "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
+       "      document.head.appendChild(element);\n",
+       "    }\n",
+       "    for (const name in js_exports) {\n",
+       "      var url = js_exports[name];\n",
+       "      if (skip.indexOf(url) >= 0 || root[name] != null) {\n",
+       "\tif (!window.requirejs) {\n",
+       "\t  on_load();\n",
+       "\t}\n",
+       "\tcontinue;\n",
+       "      }\n",
+       "      var element = document.createElement('script');\n",
+       "      element.onerror = on_error;\n",
+       "      element.async = false;\n",
+       "      element.type = \"module\";\n",
+       "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
+       "      element.textContent = `\n",
+       "      import ${name} from \"${url}\"\n",
+       "      window.${name} = ${name}\n",
+       "      window._bokeh_on_load()\n",
+       "      `\n",
+       "      document.head.appendChild(element);\n",
+       "    }\n",
+       "    if (!js_urls.length && !js_modules.length) {\n",
+       "      on_load()\n",
+       "    }\n",
+       "  };\n",
+       "\n",
+       "  function inject_raw_css(css) {\n",
+       "    const element = document.createElement(\"style\");\n",
+       "    element.appendChild(document.createTextNode(css));\n",
+       "    document.body.appendChild(element);\n",
+       "  }\n",
+       "\n",
+       "  var js_urls = [];\n",
+       "  var js_modules = [];\n",
+       "  var js_exports = {};\n",
+       "  var css_urls = [];\n",
+       "  var inline_js = [    function(Bokeh) {\n",
+       "      Bokeh.set_log_level(\"info\");\n",
+       "    },\n",
+       "function(Bokeh) {} // ensure no trailing comma for IE\n",
+       "  ];\n",
+       "\n",
+       "  function run_inline_js() {\n",
+       "    if ((root.Bokeh !== undefined) || (force === true)) {\n",
+       "      for (var i = 0; i < inline_js.length; i++) {\n",
+       "\ttry {\n",
+       "          inline_js[i].call(root, root.Bokeh);\n",
+       "\t} catch(e) {\n",
+       "\t  if (!reloading) {\n",
+       "\t    throw e;\n",
+       "\t  }\n",
+       "\t}\n",
+       "      }\n",
+       "      // Cache old bokeh versions\n",
+       "      if (Bokeh != undefined && !reloading) {\n",
+       "\tvar NewBokeh = root.Bokeh;\n",
+       "\tif (Bokeh.versions === undefined) {\n",
+       "\t  Bokeh.versions = new Map();\n",
+       "\t}\n",
+       "\tif (NewBokeh.version !== Bokeh.version) {\n",
+       "\t  Bokeh.versions.set(NewBokeh.version, NewBokeh)\n",
+       "\t}\n",
+       "\troot.Bokeh = Bokeh;\n",
+       "      }} else if (Date.now() < root._bokeh_timeout) {\n",
+       "      setTimeout(run_inline_js, 100);\n",
+       "    } else if (!root._bokeh_failed_load) {\n",
+       "      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
+       "      root._bokeh_failed_load = true;\n",
+       "    }\n",
+       "    root._bokeh_is_initializing = false\n",
+       "  }\n",
+       "\n",
+       "  function load_or_wait() {\n",
+       "    // Implement a backoff loop that tries to ensure we do not load multiple\n",
+       "    // versions of Bokeh and its dependencies at the same time.\n",
+       "    // In recent versions we use the root._bokeh_is_initializing flag\n",
+       "    // to determine whether there is an ongoing attempt to initialize\n",
+       "    // bokeh, however for backward compatibility we also try to ensure\n",
+       "    // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n",
+       "    // before older versions are fully initialized.\n",
+       "    if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n",
+       "      root._bokeh_is_initializing = false;\n",
+       "      root._bokeh_onload_callbacks = undefined;\n",
+       "      console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n",
+       "      load_or_wait();\n",
+       "    } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n",
+       "      setTimeout(load_or_wait, 100);\n",
+       "    } else {\n",
+       "      root._bokeh_is_initializing = true\n",
+       "      root._bokeh_onload_callbacks = []\n",
+       "      var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n",
+       "      if (!reloading && !bokeh_loaded) {\n",
+       "\troot.Bokeh = undefined;\n",
+       "      }\n",
+       "      load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n",
+       "\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n",
+       "\trun_inline_js();\n",
+       "      });\n",
+       "    }\n",
+       "  }\n",
+       "  // Give older versions of the autoload script a head-start to ensure\n",
+       "  // they initialize before we start loading newer version.\n",
+       "  setTimeout(load_or_wait, 100)\n",
+       "}(window));"
+      ],
+      "application/vnd.holoviews_load.v0+json": "(function(root) {\n  function now() {\n    return new Date();\n  }\n\n  var force = true;\n  var py_version = '3.4.0'.replace('rc', '-rc.').replace('.dev', '-dev.');\n  var reloading = true;\n  var Bokeh = root.Bokeh;\n\n  if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n    root._bokeh_timeout = Date.now() + 5000;\n    root._bokeh_failed_load = false;\n  }\n\n  function run_callbacks() {\n    try {\n      root._bokeh_onload_callbacks.forEach(function(callback) {\n        if (callback != null)\n          callback();\n      });\n    } finally {\n      delete root._bokeh_onload_callbacks;\n    }\n    console.debug(\"Bokeh: all callbacks have finished\");\n  }\n\n  function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n    if (css_urls == null) css_urls = [];\n    if (js_urls == null) js_urls = [];\n    if (js_modules == null) js_modules = [];\n    if (js_exports == null) js_exports = {};\n\n    root._bokeh_onload_callbacks.push(callback);\n\n    if (root._bokeh_is_loading > 0) {\n      console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n      return null;\n    }\n    if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n      run_callbacks();\n      return null;\n    }\n    if (!reloading) {\n      console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n    }\n\n    function on_load() {\n      root._bokeh_is_loading--;\n      if (root._bokeh_is_loading === 0) {\n        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n        run_callbacks()\n      }\n    }\n    window._bokeh_on_load = on_load\n\n    function on_error() {\n      console.error(\"failed to load \" + url);\n    }\n\n    var skip = [];\n    if (window.requirejs) {\n      window.requirejs.config({'packages': {}, 'paths': {}, 'shim': {}});\n      root._bokeh_is_loading = css_urls.length + 0;\n    } else {\n      root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n    }\n\n    var existing_stylesheets = []\n    var links = document.getElementsByTagName('link')\n    for (var i = 0; i < links.length; i++) {\n      var link = links[i]\n      if (link.href != null) {\n\texisting_stylesheets.push(link.href)\n      }\n    }\n    for (var i = 0; i < css_urls.length; i++) {\n      var url = css_urls[i];\n      if (existing_stylesheets.indexOf(url) !== -1) {\n\ton_load()\n\tcontinue;\n      }\n      const element = document.createElement(\"link\");\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.rel = \"stylesheet\";\n      element.type = \"text/css\";\n      element.href = url;\n      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n      document.body.appendChild(element);\n    }    var existing_scripts = []\n    var scripts = document.getElementsByTagName('script')\n    for (var i = 0; i < scripts.length; i++) {\n      var script = scripts[i]\n      if (script.src != null) {\n\texisting_scripts.push(script.src)\n      }\n    }\n    for (var i = 0; i < js_urls.length; i++) {\n      var url = js_urls[i];\n      if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t  on_load();\n\t}\n\tcontinue;\n      }\n      var element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.async = false;\n      element.src = url;\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n    for (var i = 0; i < js_modules.length; i++) {\n      var url = js_modules[i];\n      if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t  on_load();\n\t}\n\tcontinue;\n      }\n      var element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.async = false;\n      element.src = url;\n      element.type = \"module\";\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n    for (const name in js_exports) {\n      var url = js_exports[name];\n      if (skip.indexOf(url) >= 0 || root[name] != null) {\n\tif (!window.requirejs) {\n\t  on_load();\n\t}\n\tcontinue;\n      }\n      var element = document.createElement('script');\n      element.onerror = on_error;\n      element.async = false;\n      element.type = \"module\";\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      element.textContent = `\n      import ${name} from \"${url}\"\n      window.${name} = ${name}\n      window._bokeh_on_load()\n      `\n      document.head.appendChild(element);\n    }\n    if (!js_urls.length && !js_modules.length) {\n      on_load()\n    }\n  };\n\n  function inject_raw_css(css) {\n    const element = document.createElement(\"style\");\n    element.appendChild(document.createTextNode(css));\n    document.body.appendChild(element);\n  }\n\n  var js_urls = [];\n  var js_modules = [];\n  var js_exports = {};\n  var css_urls = [];\n  var inline_js = [    function(Bokeh) {\n      Bokeh.set_log_level(\"info\");\n    },\nfunction(Bokeh) {} // ensure no trailing comma for IE\n  ];\n\n  function run_inline_js() {\n    if ((root.Bokeh !== undefined) || (force === true)) {\n      for (var i = 0; i < inline_js.length; i++) {\n\ttry {\n          inline_js[i].call(root, root.Bokeh);\n\t} catch(e) {\n\t  if (!reloading) {\n\t    throw e;\n\t  }\n\t}\n      }\n      // Cache old bokeh versions\n      if (Bokeh != undefined && !reloading) {\n\tvar NewBokeh = root.Bokeh;\n\tif (Bokeh.versions === undefined) {\n\t  Bokeh.versions = new Map();\n\t}\n\tif (NewBokeh.version !== Bokeh.version) {\n\t  Bokeh.versions.set(NewBokeh.version, NewBokeh)\n\t}\n\troot.Bokeh = Bokeh;\n      }} else if (Date.now() < root._bokeh_timeout) {\n      setTimeout(run_inline_js, 100);\n    } else if (!root._bokeh_failed_load) {\n      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n      root._bokeh_failed_load = true;\n    }\n    root._bokeh_is_initializing = false\n  }\n\n  function load_or_wait() {\n    // Implement a backoff loop that tries to ensure we do not load multiple\n    // versions of Bokeh and its dependencies at the same time.\n    // In recent versions we use the root._bokeh_is_initializing flag\n    // to determine whether there is an ongoing attempt to initialize\n    // bokeh, however for backward compatibility we also try to ensure\n    // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n    // before older versions are fully initialized.\n    if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n      root._bokeh_is_initializing = false;\n      root._bokeh_onload_callbacks = undefined;\n      console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n      load_or_wait();\n    } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n      setTimeout(load_or_wait, 100);\n    } else {\n      root._bokeh_is_initializing = true\n      root._bokeh_onload_callbacks = []\n      var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n      if (!reloading && !bokeh_loaded) {\n\troot.Bokeh = undefined;\n      }\n      load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n\trun_inline_js();\n      });\n    }\n  }\n  // Give older versions of the autoload script a head-start to ensure\n  // they initialize before we start loading newer version.\n  setTimeout(load_or_wait, 100)\n}(window));"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/javascript": [
+       "\n",
+       "if ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n",
+       "  window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n",
+       "}\n",
+       "\n",
+       "\n",
+       "    function JupyterCommManager() {\n",
+       "    }\n",
+       "\n",
+       "    JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n",
+       "      if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n",
+       "        var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n",
+       "        comm_manager.register_target(comm_id, function(comm) {\n",
+       "          comm.on_msg(msg_handler);\n",
+       "        });\n",
+       "      } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n",
+       "        window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n",
+       "          comm.onMsg = msg_handler;\n",
+       "        });\n",
+       "      } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n",
+       "        google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n",
+       "          var messages = comm.messages[Symbol.asyncIterator]();\n",
+       "          function processIteratorResult(result) {\n",
+       "            var message = result.value;\n",
+       "            console.log(message)\n",
+       "            var content = {data: message.data, comm_id};\n",
+       "            var buffers = []\n",
+       "            for (var buffer of message.buffers || []) {\n",
+       "              buffers.push(new DataView(buffer))\n",
+       "            }\n",
+       "            var metadata = message.metadata || {};\n",
+       "            var msg = {content, buffers, metadata}\n",
+       "            msg_handler(msg);\n",
+       "            return messages.next().then(processIteratorResult);\n",
+       "          }\n",
+       "          return messages.next().then(processIteratorResult);\n",
+       "        })\n",
+       "      }\n",
+       "    }\n",
+       "\n",
+       "    JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n",
+       "      if (comm_id in window.PyViz.comms) {\n",
+       "        return window.PyViz.comms[comm_id];\n",
+       "      } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n",
+       "        var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n",
+       "        var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n",
+       "        if (msg_handler) {\n",
+       "          comm.on_msg(msg_handler);\n",
+       "        }\n",
+       "      } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n",
+       "        var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n",
+       "        comm.open();\n",
+       "        if (msg_handler) {\n",
+       "          comm.onMsg = msg_handler;\n",
+       "        }\n",
+       "      } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n",
+       "        var comm_promise = google.colab.kernel.comms.open(comm_id)\n",
+       "        comm_promise.then((comm) => {\n",
+       "          window.PyViz.comms[comm_id] = comm;\n",
+       "          if (msg_handler) {\n",
+       "            var messages = comm.messages[Symbol.asyncIterator]();\n",
+       "            function processIteratorResult(result) {\n",
+       "              var message = result.value;\n",
+       "              var content = {data: message.data};\n",
+       "              var metadata = message.metadata || {comm_id};\n",
+       "              var msg = {content, metadata}\n",
+       "              msg_handler(msg);\n",
+       "              return messages.next().then(processIteratorResult);\n",
+       "            }\n",
+       "            return messages.next().then(processIteratorResult);\n",
+       "          }\n",
+       "        }) \n",
+       "        var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n",
+       "          return comm_promise.then((comm) => {\n",
+       "            comm.send(data, metadata, buffers, disposeOnDone);\n",
+       "          });\n",
+       "        };\n",
+       "        var comm = {\n",
+       "          send: sendClosure\n",
+       "        };\n",
+       "      }\n",
+       "      window.PyViz.comms[comm_id] = comm;\n",
+       "      return comm;\n",
+       "    }\n",
+       "    window.PyViz.comm_manager = new JupyterCommManager();\n",
+       "    \n",
+       "\n",
+       "\n",
+       "var JS_MIME_TYPE = 'application/javascript';\n",
+       "var HTML_MIME_TYPE = 'text/html';\n",
+       "var EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\n",
+       "var CLASS_NAME = 'output';\n",
+       "\n",
+       "/**\n",
+       " * Render data to the DOM node\n",
+       " */\n",
+       "function render(props, node) {\n",
+       "  var div = document.createElement(\"div\");\n",
+       "  var script = document.createElement(\"script\");\n",
+       "  node.appendChild(div);\n",
+       "  node.appendChild(script);\n",
+       "}\n",
+       "\n",
+       "/**\n",
+       " * Handle when a new output is added\n",
+       " */\n",
+       "function handle_add_output(event, handle) {\n",
+       "  var output_area = handle.output_area;\n",
+       "  var output = handle.output;\n",
+       "  if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n",
+       "    return\n",
+       "  }\n",
+       "  var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n",
+       "  var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n",
+       "  if (id !== undefined) {\n",
+       "    var nchildren = toinsert.length;\n",
+       "    var html_node = toinsert[nchildren-1].children[0];\n",
+       "    html_node.innerHTML = output.data[HTML_MIME_TYPE];\n",
+       "    var scripts = [];\n",
+       "    var nodelist = html_node.querySelectorAll(\"script\");\n",
+       "    for (var i in nodelist) {\n",
+       "      if (nodelist.hasOwnProperty(i)) {\n",
+       "        scripts.push(nodelist[i])\n",
+       "      }\n",
+       "    }\n",
+       "\n",
+       "    scripts.forEach( function (oldScript) {\n",
+       "      var newScript = document.createElement(\"script\");\n",
+       "      var attrs = [];\n",
+       "      var nodemap = oldScript.attributes;\n",
+       "      for (var j in nodemap) {\n",
+       "        if (nodemap.hasOwnProperty(j)) {\n",
+       "          attrs.push(nodemap[j])\n",
+       "        }\n",
+       "      }\n",
+       "      attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n",
+       "      newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n",
+       "      oldScript.parentNode.replaceChild(newScript, oldScript);\n",
+       "    });\n",
+       "    if (JS_MIME_TYPE in output.data) {\n",
+       "      toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n",
+       "    }\n",
+       "    output_area._hv_plot_id = id;\n",
+       "    if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n",
+       "      window.PyViz.plot_index[id] = Bokeh.index[id];\n",
+       "    } else {\n",
+       "      window.PyViz.plot_index[id] = null;\n",
+       "    }\n",
+       "  } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n",
+       "    var bk_div = document.createElement(\"div\");\n",
+       "    bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n",
+       "    var script_attrs = bk_div.children[0].attributes;\n",
+       "    for (var i = 0; i < script_attrs.length; i++) {\n",
+       "      toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n",
+       "    }\n",
+       "    // store reference to server id on output_area\n",
+       "    output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n",
+       "  }\n",
+       "}\n",
+       "\n",
+       "/**\n",
+       " * Handle when an output is cleared or removed\n",
+       " */\n",
+       "function handle_clear_output(event, handle) {\n",
+       "  var id = handle.cell.output_area._hv_plot_id;\n",
+       "  var server_id = handle.cell.output_area._bokeh_server_id;\n",
+       "  if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n",
+       "  var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n",
+       "  if (server_id !== null) {\n",
+       "    comm.send({event_type: 'server_delete', 'id': server_id});\n",
+       "    return;\n",
+       "  } else if (comm !== null) {\n",
+       "    comm.send({event_type: 'delete', 'id': id});\n",
+       "  }\n",
+       "  delete PyViz.plot_index[id];\n",
+       "  if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n",
+       "    var doc = window.Bokeh.index[id].model.document\n",
+       "    doc.clear();\n",
+       "    const i = window.Bokeh.documents.indexOf(doc);\n",
+       "    if (i > -1) {\n",
+       "      window.Bokeh.documents.splice(i, 1);\n",
+       "    }\n",
+       "  }\n",
+       "}\n",
+       "\n",
+       "/**\n",
+       " * Handle kernel restart event\n",
+       " */\n",
+       "function handle_kernel_cleanup(event, handle) {\n",
+       "  delete PyViz.comms[\"hv-extension-comm\"];\n",
+       "  window.PyViz.plot_index = {}\n",
+       "}\n",
+       "\n",
+       "/**\n",
+       " * Handle update_display_data messages\n",
+       " */\n",
+       "function handle_update_output(event, handle) {\n",
+       "  handle_clear_output(event, {cell: {output_area: handle.output_area}})\n",
+       "  handle_add_output(event, handle)\n",
+       "}\n",
+       "\n",
+       "function register_renderer(events, OutputArea) {\n",
+       "  function append_mime(data, metadata, element) {\n",
+       "    // create a DOM node to render to\n",
+       "    var toinsert = this.create_output_subarea(\n",
+       "    metadata,\n",
+       "    CLASS_NAME,\n",
+       "    EXEC_MIME_TYPE\n",
+       "    );\n",
+       "    this.keyboard_manager.register_events(toinsert);\n",
+       "    // Render to node\n",
+       "    var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n",
+       "    render(props, toinsert[0]);\n",
+       "    element.append(toinsert);\n",
+       "    return toinsert\n",
+       "  }\n",
+       "\n",
+       "  events.on('output_added.OutputArea', handle_add_output);\n",
+       "  events.on('output_updated.OutputArea', handle_update_output);\n",
+       "  events.on('clear_output.CodeCell', handle_clear_output);\n",
+       "  events.on('delete.Cell', handle_clear_output);\n",
+       "  events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n",
+       "\n",
+       "  OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n",
+       "    safe: true,\n",
+       "    index: 0\n",
+       "  });\n",
+       "}\n",
+       "\n",
+       "if (window.Jupyter !== undefined) {\n",
+       "  try {\n",
+       "    var events = require('base/js/events');\n",
+       "    var OutputArea = require('notebook/js/outputarea').OutputArea;\n",
+       "    if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n",
+       "      register_renderer(events, OutputArea);\n",
+       "    }\n",
+       "  } catch(err) {\n",
+       "  }\n",
+       "}\n"
+      ],
+      "application/vnd.holoviews_load.v0+json": "\nif ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n  window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n}\n\n\n    function JupyterCommManager() {\n    }\n\n    JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n      if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n        var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n        comm_manager.register_target(comm_id, function(comm) {\n          comm.on_msg(msg_handler);\n        });\n      } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n        window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n          comm.onMsg = msg_handler;\n        });\n      } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n        google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n          var messages = comm.messages[Symbol.asyncIterator]();\n          function processIteratorResult(result) {\n            var message = result.value;\n            console.log(message)\n            var content = {data: message.data, comm_id};\n            var buffers = []\n            for (var buffer of message.buffers || []) {\n              buffers.push(new DataView(buffer))\n            }\n            var metadata = message.metadata || {};\n            var msg = {content, buffers, metadata}\n            msg_handler(msg);\n            return messages.next().then(processIteratorResult);\n          }\n          return messages.next().then(processIteratorResult);\n        })\n      }\n    }\n\n    JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n      if (comm_id in window.PyViz.comms) {\n        return window.PyViz.comms[comm_id];\n      } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n        var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n        var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n        if (msg_handler) {\n          comm.on_msg(msg_handler);\n        }\n      } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n        var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n        comm.open();\n        if (msg_handler) {\n          comm.onMsg = msg_handler;\n        }\n      } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n        var comm_promise = google.colab.kernel.comms.open(comm_id)\n        comm_promise.then((comm) => {\n          window.PyViz.comms[comm_id] = comm;\n          if (msg_handler) {\n            var messages = comm.messages[Symbol.asyncIterator]();\n            function processIteratorResult(result) {\n              var message = result.value;\n              var content = {data: message.data};\n              var metadata = message.metadata || {comm_id};\n              var msg = {content, metadata}\n              msg_handler(msg);\n              return messages.next().then(processIteratorResult);\n            }\n            return messages.next().then(processIteratorResult);\n          }\n        }) \n        var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n          return comm_promise.then((comm) => {\n            comm.send(data, metadata, buffers, disposeOnDone);\n          });\n        };\n        var comm = {\n          send: sendClosure\n        };\n      }\n      window.PyViz.comms[comm_id] = comm;\n      return comm;\n    }\n    window.PyViz.comm_manager = new JupyterCommManager();\n    \n\n\nvar JS_MIME_TYPE = 'application/javascript';\nvar HTML_MIME_TYPE = 'text/html';\nvar EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\nvar CLASS_NAME = 'output';\n\n/**\n * Render data to the DOM node\n */\nfunction render(props, node) {\n  var div = document.createElement(\"div\");\n  var script = document.createElement(\"script\");\n  node.appendChild(div);\n  node.appendChild(script);\n}\n\n/**\n * Handle when a new output is added\n */\nfunction handle_add_output(event, handle) {\n  var output_area = handle.output_area;\n  var output = handle.output;\n  if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n    return\n  }\n  var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n  var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n  if (id !== undefined) {\n    var nchildren = toinsert.length;\n    var html_node = toinsert[nchildren-1].children[0];\n    html_node.innerHTML = output.data[HTML_MIME_TYPE];\n    var scripts = [];\n    var nodelist = html_node.querySelectorAll(\"script\");\n    for (var i in nodelist) {\n      if (nodelist.hasOwnProperty(i)) {\n        scripts.push(nodelist[i])\n      }\n    }\n\n    scripts.forEach( function (oldScript) {\n      var newScript = document.createElement(\"script\");\n      var attrs = [];\n      var nodemap = oldScript.attributes;\n      for (var j in nodemap) {\n        if (nodemap.hasOwnProperty(j)) {\n          attrs.push(nodemap[j])\n        }\n      }\n      attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n      newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n      oldScript.parentNode.replaceChild(newScript, oldScript);\n    });\n    if (JS_MIME_TYPE in output.data) {\n      toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n    }\n    output_area._hv_plot_id = id;\n    if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n      window.PyViz.plot_index[id] = Bokeh.index[id];\n    } else {\n      window.PyViz.plot_index[id] = null;\n    }\n  } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n    var bk_div = document.createElement(\"div\");\n    bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n    var script_attrs = bk_div.children[0].attributes;\n    for (var i = 0; i < script_attrs.length; i++) {\n      toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n    }\n    // store reference to server id on output_area\n    output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n  }\n}\n\n/**\n * Handle when an output is cleared or removed\n */\nfunction handle_clear_output(event, handle) {\n  var id = handle.cell.output_area._hv_plot_id;\n  var server_id = handle.cell.output_area._bokeh_server_id;\n  if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n  var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n  if (server_id !== null) {\n    comm.send({event_type: 'server_delete', 'id': server_id});\n    return;\n  } else if (comm !== null) {\n    comm.send({event_type: 'delete', 'id': id});\n  }\n  delete PyViz.plot_index[id];\n  if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n    var doc = window.Bokeh.index[id].model.document\n    doc.clear();\n    const i = window.Bokeh.documents.indexOf(doc);\n    if (i > -1) {\n      window.Bokeh.documents.splice(i, 1);\n    }\n  }\n}\n\n/**\n * Handle kernel restart event\n */\nfunction handle_kernel_cleanup(event, handle) {\n  delete PyViz.comms[\"hv-extension-comm\"];\n  window.PyViz.plot_index = {}\n}\n\n/**\n * Handle update_display_data messages\n */\nfunction handle_update_output(event, handle) {\n  handle_clear_output(event, {cell: {output_area: handle.output_area}})\n  handle_add_output(event, handle)\n}\n\nfunction register_renderer(events, OutputArea) {\n  function append_mime(data, metadata, element) {\n    // create a DOM node to render to\n    var toinsert = this.create_output_subarea(\n    metadata,\n    CLASS_NAME,\n    EXEC_MIME_TYPE\n    );\n    this.keyboard_manager.register_events(toinsert);\n    // Render to node\n    var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n    render(props, toinsert[0]);\n    element.append(toinsert);\n    return toinsert\n  }\n\n  events.on('output_added.OutputArea', handle_add_output);\n  events.on('output_updated.OutputArea', handle_update_output);\n  events.on('clear_output.CodeCell', handle_clear_output);\n  events.on('delete.Cell', handle_clear_output);\n  events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n\n  OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n    safe: true,\n    index: 0\n  });\n}\n\nif (window.Jupyter !== undefined) {\n  try {\n    var events = require('base/js/events');\n    var OutputArea = require('notebook/js/outputarea').OutputArea;\n    if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n      register_renderer(events, OutputArea);\n    }\n  } catch(err) {\n  }\n}\n"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "<style>*[data-root-id],\n",
+       "*[data-root-id] > * {\n",
+       "  box-sizing: border-box;\n",
+       "  font-family: var(--jp-ui-font-family);\n",
+       "  font-size: var(--jp-ui-font-size1);\n",
+       "  color: var(--vscode-editor-foreground, var(--jp-ui-font-color1));\n",
+       "}\n",
+       "\n",
+       "/* Override VSCode background color */\n",
+       ".cell-output-ipywidget-background:has(\n",
+       "    > .cell-output-ipywidget-background > .lm-Widget > *[data-root-id]\n",
+       "  ),\n",
+       ".cell-output-ipywidget-background:has(> .lm-Widget > *[data-root-id]) {\n",
+       "  background-color: transparent !important;\n",
+       "}\n",
+       "</style>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "import os\n",
     "\n",
     "from rooki import rooki\n",
+    "from rooki import operators as ops\n",
+    "import intake_esgf\n",
     "from intake_esgf import ESGFCatalog\n",
-    "import xarray as xr"
+    "import xarray as xr\n",
+    "import hvplot.xarray\n",
+    "import holoviews as hv\n",
+    "hv.extension(\"bokeh\")"
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "d5dfdb4b-af1f-4dba-a696-eaa59aef95a5",
+   "cell_type": "markdown",
+   "id": "7dd9b81a-9aeb-4769-8c67-4db88a089859",
    "metadata": {},
-   "outputs": [],
-   "source": []
+   "source": [
+    "## Search and Find Data for Surface Temperature on DKRZ Node\n",
+    "\n",
+    "Let's start with refining which index we would like to search from. For this analysis, we are remotely computing on the DKRZ node since this is where rooki is running. We know this from checking the `._url` method of rooki!"
+   ]
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
-   "id": "363d5d3b-3da5-45a2-9981-e66969fbb227",
+   "execution_count": 18,
+   "id": "d3cdea76-9a74-4001-91b4-6c1b664835b2",
    "metadata": {
     "tags": []
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'http://rook.dkrz.de/wps'"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "def separate_dataset_id(full_dataset):\n",
-    "    return full_dataset[0].split(\"|\")[0]"
+    "rooki._url"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "4a4442f9-6c41-4a56-ac66-4299d0c4ddda",
+   "metadata": {},
+   "source": [
+    "### Set the Index Node and Search\n",
+    "We need to turn off the new index nodes (Argonne National Lab (`anl-dev`) and Oak Ridge National Lab (`ornl-dev`)), and turn on the German Climate Computation Center (`esgf-data.dkrz.de`) node."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
-   "id": "044b088b-a9e0-48e9-ab93-a5a107341367",
+   "execution_count": 31,
+   "id": "d0f5ede4-feb0-4896-9e65-e100cbfadee4",
    "metadata": {
     "tags": []
    },
@@ -132,12 +1260,12 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "ca36d2261499419d8abaf9dc829d1b58",
+       "model_id": "7eef94748b8743ed8a8dc1fae67b7926",
        "version_major": 2,
        "version_minor": 0
       },
       "text/plain": [
-       "   Searching indices:   0%|          |0/2 [       ?index/s]"
+       "   Searching indices:   0%|          |0/1 [       ?index/s]"
       ]
      },
      "metadata": {},
@@ -145,19 +1273,246 @@
     },
     {
      "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>mip_era</th>\n",
+       "      <th>source_id</th>\n",
+       "      <th>table_id</th>\n",
+       "      <th>grid_label</th>\n",
+       "      <th>activity_drs</th>\n",
+       "      <th>experiment_id</th>\n",
+       "      <th>version</th>\n",
+       "      <th>member_id</th>\n",
+       "      <th>variable_id</th>\n",
+       "      <th>institution_id</th>\n",
+       "      <th>project</th>\n",
+       "      <th>id</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>CMIP6</td>\n",
+       "      <td>CESM2-WACCM-FV2</td>\n",
+       "      <td>Amon</td>\n",
+       "      <td>gn</td>\n",
+       "      <td>CMIP</td>\n",
+       "      <td>historical</td>\n",
+       "      <td>20191120</td>\n",
+       "      <td>r1i1p1f1</td>\n",
+       "      <td>tas</td>\n",
+       "      <td>NCAR</td>\n",
+       "      <td>CMIP6</td>\n",
+       "      <td>[CMIP6.CMIP.NCAR.CESM2-WACCM-FV2.historical.r1...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>CMIP6</td>\n",
+       "      <td>GISS-E2-1-G</td>\n",
+       "      <td>Amon</td>\n",
+       "      <td>gn</td>\n",
+       "      <td>CMIP</td>\n",
+       "      <td>historical</td>\n",
+       "      <td>20180827</td>\n",
+       "      <td>r1i1p1f1</td>\n",
+       "      <td>tas</td>\n",
+       "      <td>NASA-GISS</td>\n",
+       "      <td>CMIP6</td>\n",
+       "      <td>[CMIP6.CMIP.NASA-GISS.GISS-E2-1-G.historical.r...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>CMIP6</td>\n",
+       "      <td>CESM2-FV2</td>\n",
+       "      <td>Amon</td>\n",
+       "      <td>gn</td>\n",
+       "      <td>CMIP</td>\n",
+       "      <td>historical</td>\n",
+       "      <td>20191120</td>\n",
+       "      <td>r1i1p1f1</td>\n",
+       "      <td>tas</td>\n",
+       "      <td>NCAR</td>\n",
+       "      <td>CMIP6</td>\n",
+       "      <td>[CMIP6.CMIP.NCAR.CESM2-FV2.historical.r1i1p1f1...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>CMIP6</td>\n",
+       "      <td>CESM2</td>\n",
+       "      <td>Amon</td>\n",
+       "      <td>gn</td>\n",
+       "      <td>CMIP</td>\n",
+       "      <td>historical</td>\n",
+       "      <td>20190308</td>\n",
+       "      <td>r1i1p1f1</td>\n",
+       "      <td>tas</td>\n",
+       "      <td>NCAR</td>\n",
+       "      <td>CMIP6</td>\n",
+       "      <td>[CMIP6.CMIP.NCAR.CESM2.historical.r1i1p1f1.Amo...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>CMIP6</td>\n",
+       "      <td>GISS-E2-1-H</td>\n",
+       "      <td>Amon</td>\n",
+       "      <td>gn</td>\n",
+       "      <td>CMIP</td>\n",
+       "      <td>historical</td>\n",
+       "      <td>20190403</td>\n",
+       "      <td>r1i1p1f1</td>\n",
+       "      <td>tas</td>\n",
+       "      <td>NASA-GISS</td>\n",
+       "      <td>CMIP6</td>\n",
+       "      <td>[CMIP6.CMIP.NASA-GISS.GISS-E2-1-H.historical.r...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>CMIP6</td>\n",
+       "      <td>CESM2-WACCM</td>\n",
+       "      <td>Amon</td>\n",
+       "      <td>gn</td>\n",
+       "      <td>CMIP</td>\n",
+       "      <td>historical</td>\n",
+       "      <td>20190227</td>\n",
+       "      <td>r1i1p1f1</td>\n",
+       "      <td>tas</td>\n",
+       "      <td>NCAR</td>\n",
+       "      <td>CMIP6</td>\n",
+       "      <td>[CMIP6.CMIP.NCAR.CESM2-WACCM.historical.r1i1p1...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>CMIP6</td>\n",
+       "      <td>MIROC6</td>\n",
+       "      <td>Amon</td>\n",
+       "      <td>gn</td>\n",
+       "      <td>CMIP</td>\n",
+       "      <td>historical</td>\n",
+       "      <td>20181212</td>\n",
+       "      <td>r1i1p1f1</td>\n",
+       "      <td>tas</td>\n",
+       "      <td>MIROC</td>\n",
+       "      <td>CMIP6</td>\n",
+       "      <td>[CMIP6.CMIP.MIROC.MIROC6.historical.r1i1p1f1.A...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>CMIP6</td>\n",
+       "      <td>CMCC-CM2-SR5</td>\n",
+       "      <td>Amon</td>\n",
+       "      <td>gn</td>\n",
+       "      <td>CMIP</td>\n",
+       "      <td>historical</td>\n",
+       "      <td>20200616</td>\n",
+       "      <td>r1i1p1f1</td>\n",
+       "      <td>tas</td>\n",
+       "      <td>CMCC</td>\n",
+       "      <td>CMIP6</td>\n",
+       "      <td>[CMIP6.CMIP.CMCC.CMCC-CM2-SR5.historical.r1i1p...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>CMIP6</td>\n",
+       "      <td>CMCC-CM2-HR4</td>\n",
+       "      <td>Amon</td>\n",
+       "      <td>gn</td>\n",
+       "      <td>CMIP</td>\n",
+       "      <td>historical</td>\n",
+       "      <td>20200904</td>\n",
+       "      <td>r1i1p1f1</td>\n",
+       "      <td>tas</td>\n",
+       "      <td>CMCC</td>\n",
+       "      <td>CMIP6</td>\n",
+       "      <td>[CMIP6.CMIP.CMCC.CMCC-CM2-HR4.historical.r1i1p...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>CMIP6</td>\n",
+       "      <td>CMCC-ESM2</td>\n",
+       "      <td>Amon</td>\n",
+       "      <td>gn</td>\n",
+       "      <td>CMIP</td>\n",
+       "      <td>historical</td>\n",
+       "      <td>20210114</td>\n",
+       "      <td>r1i1p1f1</td>\n",
+       "      <td>tas</td>\n",
+       "      <td>CMCC</td>\n",
+       "      <td>CMIP6</td>\n",
+       "      <td>[CMIP6.CMIP.CMCC.CMCC-ESM2.historical.r1i1p1f1...</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
       "text/plain": [
-       "['CMIP6.CMIP.NCAR.CESM2.historical.r1i1p1f1.Amon.tas.gn.v20190308',\n",
-       " 'CMIP6.CMIP.CMCC.CMCC-ESM2.historical.r1i1p1f1.Amon.tas.gn.v20210114',\n",
-       " 'CMIP6.CMIP.NCAR.CESM2-FV2.historical.r1i1p1f1.Amon.tas.gn.v20191120',\n",
-       " 'CMIP6.CMIP.CCCma.CanESM5.historical.r1i1p1f1.Amon.tas.gn.v20190429']"
+       "   mip_era        source_id table_id grid_label activity_drs experiment_id  \\\n",
+       "0    CMIP6  CESM2-WACCM-FV2     Amon         gn         CMIP    historical   \n",
+       "1    CMIP6      GISS-E2-1-G     Amon         gn         CMIP    historical   \n",
+       "2    CMIP6        CESM2-FV2     Amon         gn         CMIP    historical   \n",
+       "3    CMIP6            CESM2     Amon         gn         CMIP    historical   \n",
+       "4    CMIP6      GISS-E2-1-H     Amon         gn         CMIP    historical   \n",
+       "5    CMIP6      CESM2-WACCM     Amon         gn         CMIP    historical   \n",
+       "6    CMIP6           MIROC6     Amon         gn         CMIP    historical   \n",
+       "7    CMIP6     CMCC-CM2-SR5     Amon         gn         CMIP    historical   \n",
+       "8    CMIP6     CMCC-CM2-HR4     Amon         gn         CMIP    historical   \n",
+       "11   CMIP6        CMCC-ESM2     Amon         gn         CMIP    historical   \n",
+       "\n",
+       "     version member_id variable_id institution_id project  \\\n",
+       "0   20191120  r1i1p1f1         tas           NCAR   CMIP6   \n",
+       "1   20180827  r1i1p1f1         tas      NASA-GISS   CMIP6   \n",
+       "2   20191120  r1i1p1f1         tas           NCAR   CMIP6   \n",
+       "3   20190308  r1i1p1f1         tas           NCAR   CMIP6   \n",
+       "4   20190403  r1i1p1f1         tas      NASA-GISS   CMIP6   \n",
+       "5   20190227  r1i1p1f1         tas           NCAR   CMIP6   \n",
+       "6   20181212  r1i1p1f1         tas          MIROC   CMIP6   \n",
+       "7   20200616  r1i1p1f1         tas           CMCC   CMIP6   \n",
+       "8   20200904  r1i1p1f1         tas           CMCC   CMIP6   \n",
+       "11  20210114  r1i1p1f1         tas           CMCC   CMIP6   \n",
+       "\n",
+       "                                                   id  \n",
+       "0   [CMIP6.CMIP.NCAR.CESM2-WACCM-FV2.historical.r1...  \n",
+       "1   [CMIP6.CMIP.NASA-GISS.GISS-E2-1-G.historical.r...  \n",
+       "2   [CMIP6.CMIP.NCAR.CESM2-FV2.historical.r1i1p1f1...  \n",
+       "3   [CMIP6.CMIP.NCAR.CESM2.historical.r1i1p1f1.Amo...  \n",
+       "4   [CMIP6.CMIP.NASA-GISS.GISS-E2-1-H.historical.r...  \n",
+       "5   [CMIP6.CMIP.NCAR.CESM2-WACCM.historical.r1i1p1...  \n",
+       "6   [CMIP6.CMIP.MIROC.MIROC6.historical.r1i1p1f1.A...  \n",
+       "7   [CMIP6.CMIP.CMCC.CMCC-CM2-SR5.historical.r1i1p...  \n",
+       "8   [CMIP6.CMIP.CMCC.CMCC-CM2-HR4.historical.r1i1p...  \n",
+       "11  [CMIP6.CMIP.CMCC.CMCC-ESM2.historical.r1i1p1f1...  "
       ]
      },
-     "execution_count": 6,
+     "execution_count": 31,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
+    "intake_esgf.conf.set(indices={\"anl-dev\":False,\n",
+    "                              \"ornl-dev\":False,\n",
+    "                              \"esgf-data.dkrz.de\":True,\n",
+    "                              }\n",
+    "                    )\n",
+    "\n",
+    "cat = ESGFCatalog()\n",
+    "\n",
     "cat = ESGFCatalog()\n",
     "cat.search(\n",
     "        activity_id='CMIP',\n",
@@ -166,53 +1521,34 @@
     "        member_id='r1i1p1f1',\n",
     "        grid_label='gn',\n",
     "        table_id=\"Amon\",\n",
-    "        source_id = [ \"CMCC-ESM2\", \"CanESM5\", \"CESM2\", \"CESM2-FV2\", ]\n",
+    "        institution_id=[\"MIROC\", \"NCAR\", \"NASA-GISS\", \"CMCC\"]\n",
     "    )\n",
-    "\n",
-    "dsets = [separate_dataset_id(dataset) for dataset in list(cat.df.id.values)]\n",
-    "dsets"
+    "cat.df"
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": 7,
-   "id": "399583f8-1889-4939-ba74-2cd448befef6",
+   "cell_type": "markdown",
+   "id": "b00d07ff-58a7-4141-922c-9f7a97772f1e",
    "metadata": {
     "tags": []
    },
-   "outputs": [],
    "source": [
-    "def query_compute_data(dset_id):\n",
-    "    resp = rooki.subset(\n",
-    "        collection=dset,\n",
-    "        time='1900-01-01/2000-01-31',\n",
-    "        area='65,0,100,35',\n",
-    "    )\n",
-    "    \n",
-    "    if resp.ok:\n",
-    "        ds = resp.datasets()[0]\n",
-    "    else:\n",
-    "        ds = xr.Dataset()\n",
-    "        \n",
-    "    return ds\n"
+    "## Extract the Dataset ID and Pass to Rooki\n",
+    "Now that we have set of datasets, we need to extract the `dataset_id`, which is the unique identifier for the dataset. We can pull this from the `id` column from `intake-esgf`"
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": 15,
-   "id": "b9a934cf-cda7-4bc4-8859-a2ce247f7066",
-   "metadata": {
-    "tags": []
-   },
-   "outputs": [],
+   "cell_type": "markdown",
+   "id": "6c8ee46c-06e3-4a25-ad5d-23c7e10aa9ff",
+   "metadata": {},
    "source": [
-    "from rooki import operators as ops"
+    "### Separate the Dataset ID"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
-   "id": "94b2078e-d58b-4a1e-a79f-0011c514a592",
+   "execution_count": 35,
+   "id": "e44f6c32-e4b9-4767-88eb-8099bee603e8",
    "metadata": {
     "tags": []
    },
@@ -220,25 +1556,30 @@
     {
      "data": {
       "text/plain": [
-       "\u001b[0;31mInit signature:\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAverageByTime\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-       "\u001b[0;31mDocstring:\u001b[0m      <no docstring>\n",
-       "\u001b[0;31mFile:\u001b[0m           ~/mambaforge/envs/esgf-cookbook-dev/lib/python3.10/site-packages/rooki/operators.py\n",
-       "\u001b[0;31mType:\u001b[0m           type\n",
-       "\u001b[0;31mSubclasses:\u001b[0m     "
+       "['CMIP6.CMIP.NCAR.CESM2-WACCM-FV2.historical.r1i1p1f1.Amon.tas.gn.v20191120|esgf3.dkrz.de']"
       ]
      },
+     "execution_count": 35,
      "metadata": {},
-     "output_type": "display_data"
+     "output_type": "execute_result"
     }
    ],
    "source": [
-    "ops.AverageByTime?"
+    "cat.df.id.values[0]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "85d44542-5ca7-4884-b77b-aa7a469efd34",
+   "metadata": {},
+   "source": [
+    "Notice how the node information is added onto end of the file id. We need to \"chop off\" that last bit, leaving everything before the `|` character. We put this into a function to make it easier to generalize and apply."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
-   "id": "6036bdce-2e32-49ae-9a6e-34de5ab9e85c",
+   "execution_count": 37,
+   "id": "363d5d3b-3da5-45a2-9981-e66969fbb227",
    "metadata": {
     "tags": []
    },
@@ -246,22 +1587,33 @@
     {
      "data": {
       "text/plain": [
-       "<rooki.operators.Input at 0x17f85f7f0>"
+       "'CMIP6.CMIP.NCAR.CESM2-WACCM-FV2.historical.r1i1p1f1.Amon.tas.gn.v20191120'"
       ]
      },
-     "execution_count": 24,
+     "execution_count": 37,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "wf = ops.Input('tas', dsets[0])"
+    "def separate_dataset_id(full_dataset):\n",
+    "    return full_dataset[0].split(\"|\")[0]\n",
+    "\n",
+    "separate_dataset_id(cat.df.id.values[0])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6e443d8c-f1d7-4f92-a0ab-ed0bbc588ced",
+   "metadata": {},
+   "source": [
+    "Now, we can apply this to the entire list within our dataframe using the following"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 35,
-   "id": "e756f75d-0c35-4f5b-9d8e-e7c65fd97500",
+   "execution_count": 39,
+   "id": "044b088b-a9e0-48e9-ab93-a5a107341367",
    "metadata": {
     "tags": []
    },
@@ -269,27 +1621,47 @@
     {
      "data": {
       "text/plain": [
-       "\u001b[0;31mInit signature:\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAverageByTime\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-       "\u001b[0;31mDocstring:\u001b[0m      <no docstring>\n",
-       "\u001b[0;31mSource:\u001b[0m        \n",
-       "\u001b[0;32mclass\u001b[0m \u001b[0mAverageByTime\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mOperator\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\n",
-       "\u001b[0;34m\u001b[0m    \u001b[0mMETHOD\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m\"average_time\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-       "\u001b[0;31mFile:\u001b[0m           ~/mambaforge/envs/esgf-cookbook-dev/lib/python3.10/site-packages/rooki/operators.py\n",
-       "\u001b[0;31mType:\u001b[0m           type\n",
-       "\u001b[0;31mSubclasses:\u001b[0m     "
+       "['CMIP6.CMIP.NCAR.CESM2-WACCM-FV2.historical.r1i1p1f1.Amon.tas.gn.v20191120',\n",
+       " 'CMIP6.CMIP.NASA-GISS.GISS-E2-1-G.historical.r1i1p1f1.Amon.tas.gn.v20180827',\n",
+       " 'CMIP6.CMIP.NCAR.CESM2-FV2.historical.r1i1p1f1.Amon.tas.gn.v20191120',\n",
+       " 'CMIP6.CMIP.NCAR.CESM2.historical.r1i1p1f1.Amon.tas.gn.v20190308',\n",
+       " 'CMIP6.CMIP.NASA-GISS.GISS-E2-1-H.historical.r1i1p1f1.Amon.tas.gn.v20190403',\n",
+       " 'CMIP6.CMIP.NCAR.CESM2-WACCM.historical.r1i1p1f1.Amon.tas.gn.v20190227',\n",
+       " 'CMIP6.CMIP.MIROC.MIROC6.historical.r1i1p1f1.Amon.tas.gn.v20181212',\n",
+       " 'CMIP6.CMIP.CMCC.CMCC-CM2-SR5.historical.r1i1p1f1.Amon.tas.gn.v20200616',\n",
+       " 'CMIP6.CMIP.CMCC.CMCC-CM2-HR4.historical.r1i1p1f1.Amon.tas.gn.v20200904',\n",
+       " 'CMIP6.CMIP.CMCC.CMCC-ESM2.historical.r1i1p1f1.Amon.tas.gn.v20210114']"
       ]
      },
+     "execution_count": 39,
      "metadata": {},
-     "output_type": "display_data"
+     "output_type": "execute_result"
     }
    ],
    "source": [
-    "ops.AverageByTime??"
+    "dsets = [separate_dataset_id(dataset) for dataset in list(cat.df.id.values)]\n",
+    "dsets"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "4a470bea-581c-4796-a716-a02fd02e1531",
+   "metadata": {},
+   "source": [
+    "### Compute with Rooki\n",
+    "Now that we have a list of IDs to pass to rooki, let's compute!\n",
+    "\n",
+    "In this case, we are:\n",
+    "- Subsetting from the year 1900 to 2000\n",
+    "- Subsetting near India using the bounds `65,0,100,35`\n",
+    "- Computing the yealy average\n",
+    "\n",
+    "We then check to make sure the response is okay, and if it is, return that to the user!"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 59,
+   "execution_count": 41,
    "id": "38704069-b1ad-474f-99f6-3273554df831",
    "metadata": {
     "tags": []
@@ -320,7 +1692,582 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 60,
+   "execution_count": 42,
+   "id": "94609894-705d-4fdc-a235-b2f1f5747305",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Downloading to /var/folders/bw/c9j8z20x45s2y20vv6528qjc0000gq/T/metalink_gze8fnoi/tas_Amon_CESM2-WACCM-FV2_historical_r1i1p1f1_gn_19000101-20000101_avg-year.nc.\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+       "<defs>\n",
+       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
+       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
+       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+       "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+       "</symbol>\n",
+       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
+       "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
+       "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "</symbol>\n",
+       "</defs>\n",
+       "</svg>\n",
+       "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
+       " *\n",
+       " */\n",
+       "\n",
+       ":root {\n",
+       "  --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
+       "  --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
+       "  --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
+       "  --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
+       "  --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
+       "  --xr-background-color: var(--jp-layout-color0, white);\n",
+       "  --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
+       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
+       "}\n",
+       "\n",
+       "html[theme=dark],\n",
+       "body[data-theme=dark],\n",
+       "body.vscode-dark {\n",
+       "  --xr-font-color0: rgba(255, 255, 255, 1);\n",
+       "  --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
+       "  --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
+       "  --xr-border-color: #1F1F1F;\n",
+       "  --xr-disabled-color: #515151;\n",
+       "  --xr-background-color: #111111;\n",
+       "  --xr-background-color-row-even: #111111;\n",
+       "  --xr-background-color-row-odd: #313131;\n",
+       "}\n",
+       "\n",
+       ".xr-wrap {\n",
+       "  display: block !important;\n",
+       "  min-width: 300px;\n",
+       "  max-width: 700px;\n",
+       "}\n",
+       "\n",
+       ".xr-text-repr-fallback {\n",
+       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  padding-top: 6px;\n",
+       "  padding-bottom: 6px;\n",
+       "  margin-bottom: 4px;\n",
+       "  border-bottom: solid 1px var(--xr-border-color);\n",
+       "}\n",
+       "\n",
+       ".xr-header > div,\n",
+       ".xr-header > ul {\n",
+       "  display: inline;\n",
+       "  margin-top: 0;\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-array-name {\n",
+       "  margin-left: 2px;\n",
+       "  margin-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-sections {\n",
+       "  padding-left: 0 !important;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input + label {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input:enabled + label {\n",
+       "  cursor: pointer;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input:enabled + label:hover {\n",
+       "  color: var(--xr-font-color0);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary {\n",
+       "  grid-column: 1;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  font-weight: 500;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.5em;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in + label:before {\n",
+       "  display: inline-block;\n",
+       "  content: '►';\n",
+       "  font-size: 11px;\n",
+       "  width: 15px;\n",
+       "  text-align: center;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label:before {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label:before {\n",
+       "  content: '▼';\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary,\n",
+       ".xr-section-inline-details {\n",
+       "  padding-top: 4px;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-inline-details {\n",
+       "  grid-column: 2 / -1;\n",
+       "}\n",
+       "\n",
+       ".xr-section-details {\n",
+       "  display: none;\n",
+       "  grid-column: 1 / -1;\n",
+       "  margin-bottom: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap {\n",
+       "  grid-column: 1 / -1;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 20px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap > label {\n",
+       "  grid-column: 1;\n",
+       "  vertical-align: top;\n",
+       "}\n",
+       "\n",
+       ".xr-preview {\n",
+       "  color: var(--xr-font-color3);\n",
+       "}\n",
+       "\n",
+       ".xr-array-preview,\n",
+       ".xr-array-data {\n",
+       "  padding: 0 5px !important;\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-array-data,\n",
+       ".xr-array-in:checked ~ .xr-array-preview {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-array-in:checked ~ .xr-array-data,\n",
+       ".xr-array-preview {\n",
+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
+       "  display: inline-block !important;\n",
+       "  list-style: none;\n",
+       "  padding: 0 !important;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li {\n",
+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:before {\n",
+       "  content: '(';\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:after {\n",
+       "  content: ')';\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li:not(:last-child):after {\n",
+       "  content: ',';\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-has-index {\n",
+       "  font-weight: bold;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list,\n",
+       ".xr-var-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > div,\n",
+       ".xr-var-item label,\n",
+       ".xr-var-item > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-even);\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > .xr-var-name:hover span {\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list > li:nth-child(odd) > div,\n",
+       ".xr-var-list > li:nth-child(odd) > label,\n",
+       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-odd);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name {\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dims {\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dtype {\n",
+       "  grid-column: 3;\n",
+       "  text-align: right;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-preview {\n",
+       "  grid-column: 4;\n",
+       "}\n",
+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
+       ".xr-var-dims,\n",
+       ".xr-var-dtype,\n",
+       ".xr-preview,\n",
+       ".xr-attrs dt {\n",
+       "  white-space: nowrap;\n",
+       "  overflow: hidden;\n",
+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  background-color: var(--xr-background-color) !important;\n",
+       "  padding-bottom: 5px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 165kB\n",
+       "Dimensions:    (time: 101, lat: 18, lon: 15, nbnd: 2)\n",
+       "Coordinates:\n",
+       "  * lat        (lat) float64 144B 0.9474 2.842 4.737 6.632 ... 29.37 31.26 33.16\n",
+       "  * lon        (lon) float64 120B 65.0 67.5 70.0 72.5 ... 92.5 95.0 97.5 100.0\n",
+       "  * time       (time) object 808B 1900-01-01 00:00:00 ... 2000-01-01 00:00:00\n",
+       "Dimensions without coordinates: nbnd\n",
+       "Data variables:\n",
+       "    tas        (time, lat, lon) float32 109kB ...\n",
+       "    lat_bnds   (time, lat, nbnd) float64 29kB ...\n",
+       "    lon_bnds   (time, lon, nbnd) float64 24kB ...\n",
+       "    time_bnds  (time, nbnd) object 2kB ...\n",
+       "Attributes: (12/45)\n",
+       "    Conventions:            CF-1.7 CMIP-6.2\n",
+       "    activity_id:            CMIP\n",
+       "    branch_method:          standard\n",
+       "    branch_time_in_child:   674885.0\n",
+       "    branch_time_in_parent:  10950.0\n",
+       "    case_id:                1562\n",
+       "    ...                     ...\n",
+       "    sub_experiment_id:      none\n",
+       "    table_id:               Amon\n",
+       "    tracking_id:            hdl:21.14100/2ebbfd9d-97bf-4858-b893-80d31ffe8cc7\n",
+       "    variable_id:            tas\n",
+       "    variant_info:           CMIP6 CESM2 historical ensemble with WACCM6-FV2 (...\n",
+       "    variant_label:          r1i1p1f1</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-32700832-c25f-4c73-935f-c87950b77709' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-32700832-c25f-4c73-935f-c87950b77709' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 101</li><li><span class='xr-has-index'>lat</span>: 18</li><li><span class='xr-has-index'>lon</span>: 15</li><li><span>nbnd</span>: 2</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-c7a253bf-4980-4eed-894a-e56504be9821' class='xr-section-summary-in' type='checkbox'  checked><label for='section-c7a253bf-4980-4eed-894a-e56504be9821' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>lat</span></div><div class='xr-var-dims'>(lat)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.9474 2.842 4.737 ... 31.26 33.16</div><input id='attrs-217d74dc-6d37-41fb-9049-8a037d7b2d02' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-217d74dc-6d37-41fb-9049-8a037d7b2d02' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-585fa1a6-976c-4f9e-a719-ffacaec09033' class='xr-var-data-in' type='checkbox'><label for='data-585fa1a6-976c-4f9e-a719-ffacaec09033' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>axis :</span></dt><dd>Y</dd><dt><span>bounds :</span></dt><dd>lat_bnds</dd><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>title :</span></dt><dd>Latitude</dd><dt><span>type :</span></dt><dd>double</dd><dt><span>units :</span></dt><dd>degrees_north</dd><dt><span>valid_max :</span></dt><dd>90.0</dd><dt><span>valid_min :</span></dt><dd>-90.0</dd></dl></div><div class='xr-var-data'><pre>array([ 0.947368,  2.842105,  4.736842,  6.631579,  8.526316, 10.421053,\n",
+       "       12.315789, 14.210526, 16.105263, 18.      , 19.894737, 21.789474,\n",
+       "       23.684211, 25.578947, 27.473684, 29.368421, 31.263158, 33.157895])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>lon</span></div><div class='xr-var-dims'>(lon)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>65.0 67.5 70.0 ... 95.0 97.5 100.0</div><input id='attrs-d2caa939-4411-4554-842a-48f4e1360231' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d2caa939-4411-4554-842a-48f4e1360231' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-01282561-810f-4087-96ce-b909891db373' class='xr-var-data-in' type='checkbox'><label for='data-01282561-810f-4087-96ce-b909891db373' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>axis :</span></dt><dd>X</dd><dt><span>bounds :</span></dt><dd>lon_bnds</dd><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>title :</span></dt><dd>Longitude</dd><dt><span>type :</span></dt><dd>double</dd><dt><span>units :</span></dt><dd>degrees_east</dd><dt><span>valid_max :</span></dt><dd>360.0</dd><dt><span>valid_min :</span></dt><dd>0.0</dd></dl></div><div class='xr-var-data'><pre>array([ 65. ,  67.5,  70. ,  72.5,  75. ,  77.5,  80. ,  82.5,  85. ,  87.5,\n",
+       "        90. ,  92.5,  95. ,  97.5, 100. ])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>1900-01-01 00:00:00 ... 2000-01-...</div><input id='attrs-35db45ac-34d5-418f-8634-01d635d541e1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-35db45ac-34d5-418f-8634-01d635d541e1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-464374c2-2c72-4530-b4fe-bdec93835212' class='xr-var-data-in' type='checkbox'><label for='data-464374c2-2c72-4530-b4fe-bdec93835212' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([cftime.DatetimeNoLeap(1900, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1901, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1902, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1903, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1904, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1905, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1906, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1907, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1908, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1909, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1910, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1911, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1912, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1913, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1914, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1915, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1916, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1917, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1918, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1919, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1920, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1921, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1922, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1923, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1924, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1925, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1926, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1927, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1928, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1929, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1930, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1931, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1932, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1933, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1934, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1935, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1936, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1937, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1938, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1939, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1940, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1941, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1942, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1943, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1944, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1945, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1946, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1947, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1948, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1949, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1950, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1951, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1952, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1953, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1954, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1955, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1956, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1957, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1958, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1959, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1960, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1961, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1962, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1963, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1964, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1965, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1966, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1967, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1968, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1969, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1970, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1971, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1972, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1973, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1974, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1975, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1976, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1977, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1978, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1979, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1980, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1981, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1982, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1983, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1984, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1985, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1986, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1987, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1988, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1989, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1990, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1991, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1992, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1993, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1994, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1995, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1996, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1997, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1998, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(1999, 1, 1, 0, 0, 0, 0, has_year_zero=True),\n",
+       "       cftime.DatetimeNoLeap(2000, 1, 1, 0, 0, 0, 0, has_year_zero=True)],\n",
+       "      dtype=object)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-e8950cde-a0c6-4b14-9ec9-f6adfe897ffb' class='xr-section-summary-in' type='checkbox'  checked><label for='section-e8950cde-a0c6-4b14-9ec9-f6adfe897ffb' class='xr-section-summary' >Data variables: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>tas</span></div><div class='xr-var-dims'>(time, lat, lon)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-30a0754f-fa28-4edd-bcd3-f2cc45f1a807' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-30a0754f-fa28-4edd-bcd3-f2cc45f1a807' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-720e2060-7a00-4a36-b917-7a955017fc46' class='xr-var-data-in' type='checkbox'><label for='data-720e2060-7a00-4a36-b917-7a955017fc46' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cell_measures :</span></dt><dd>area: areacella</dd><dt><span>cell_methods :</span></dt><dd>area: time: mean</dd><dt><span>comment :</span></dt><dd>TREFHT</dd><dt><span>description :</span></dt><dd>near-surface (usually, 2 meter) air temperature</dd><dt><span>frequency :</span></dt><dd>mon</dd><dt><span>id :</span></dt><dd>tas</dd><dt><span>long_name :</span></dt><dd>Near-Surface Air Temperature</dd><dt><span>mipTable :</span></dt><dd>Amon</dd><dt><span>out_name :</span></dt><dd>tas</dd><dt><span>prov :</span></dt><dd>Amon ((isd.003))</dd><dt><span>realm :</span></dt><dd>atmos</dd><dt><span>standard_name :</span></dt><dd>air_temperature</dd><dt><span>time :</span></dt><dd>time</dd><dt><span>time_label :</span></dt><dd>time-mean</dd><dt><span>time_title :</span></dt><dd>Temporal mean</dd><dt><span>title :</span></dt><dd>Near-Surface Air Temperature</dd><dt><span>type :</span></dt><dd>real</dd><dt><span>units :</span></dt><dd>K</dd><dt><span>variable_id :</span></dt><dd>tas</dd></dl></div><div class='xr-var-data'><pre>[27270 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lat_bnds</span></div><div class='xr-var-dims'>(time, lat, nbnd)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e4dae9df-4c16-490e-8ede-9e7a0658001a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e4dae9df-4c16-490e-8ede-9e7a0658001a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1dbbb31f-cf39-4ee5-b74c-0e7e6787791b' class='xr-var-data-in' type='checkbox'><label for='data-1dbbb31f-cf39-4ee5-b74c-0e7e6787791b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>[3636 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lon_bnds</span></div><div class='xr-var-dims'>(time, lon, nbnd)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-86fe611c-3fcf-481e-bb50-9d85048f0e5d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-86fe611c-3fcf-481e-bb50-9d85048f0e5d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a323c8ff-8d19-4391-94b3-9c496c0825a7' class='xr-var-data-in' type='checkbox'><label for='data-a323c8ff-8d19-4391-94b3-9c496c0825a7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>[3030 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>time_bnds</span></div><div class='xr-var-dims'>(time, nbnd)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-96efe118-c7c9-47de-83e0-94b49e09210f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-96efe118-c7c9-47de-83e0-94b49e09210f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-caa0046d-55d0-429d-a0c2-38df16d104fc' class='xr-var-data-in' type='checkbox'><label for='data-caa0046d-55d0-429d-a0c2-38df16d104fc' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>[202 values with dtype=object]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-7e2ed8ee-4440-43b0-987f-b2ed85fd4451' class='xr-section-summary-in' type='checkbox'  ><label for='section-7e2ed8ee-4440-43b0-987f-b2ed85fd4451' class='xr-section-summary' >Indexes: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>lat</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-5a62a26d-84e1-400c-9f98-f65d5522d646' class='xr-index-data-in' type='checkbox'/><label for='index-5a62a26d-84e1-400c-9f98-f65d5522d646' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0.9473684210526301, 2.8421052631578902,   4.73684210526315,\n",
+       "        6.631578947368411,  8.526315789473685, 10.421052631578945,\n",
+       "       12.315789473684205, 14.210526315789465, 16.105263157894726,\n",
+       "                     18.0,  19.89473684210526,  21.78947368421052,\n",
+       "        23.68421052631578,  25.57894736842104, 27.473684210526315,\n",
+       "       29.368421052631575, 31.263157894736835, 33.157894736842096],\n",
+       "      dtype=&#x27;float64&#x27;, name=&#x27;lat&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>lon</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-b29f233f-022f-4f5a-bb80-39dbcd27c640' class='xr-index-data-in' type='checkbox'/><label for='index-b29f233f-022f-4f5a-bb80-39dbcd27c640' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([ 65.0,  67.5,  70.0,  72.5,  75.0,  77.5,  80.0,  82.5,  85.0,  87.5,\n",
+       "        90.0,  92.5,  95.0,  97.5, 100.0],\n",
+       "      dtype=&#x27;float64&#x27;, name=&#x27;lon&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-fa95371e-73e5-4f88-a055-3fef88960f5a' class='xr-index-data-in' type='checkbox'/><label for='index-fa95371e-73e5-4f88-a055-3fef88960f5a' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(CFTimeIndex([1900-01-01 00:00:00, 1901-01-01 00:00:00, 1902-01-01 00:00:00,\n",
+       "             1903-01-01 00:00:00, 1904-01-01 00:00:00, 1905-01-01 00:00:00,\n",
+       "             1906-01-01 00:00:00, 1907-01-01 00:00:00, 1908-01-01 00:00:00,\n",
+       "             1909-01-01 00:00:00,\n",
+       "             ...\n",
+       "             1991-01-01 00:00:00, 1992-01-01 00:00:00, 1993-01-01 00:00:00,\n",
+       "             1994-01-01 00:00:00, 1995-01-01 00:00:00, 1996-01-01 00:00:00,\n",
+       "             1997-01-01 00:00:00, 1998-01-01 00:00:00, 1999-01-01 00:00:00,\n",
+       "             2000-01-01 00:00:00],\n",
+       "            dtype=&#x27;object&#x27;, length=101, calendar=&#x27;noleap&#x27;, freq=&#x27;YS-JAN&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-fa6a922d-cfad-4db8-a075-37f69b7ed0db' class='xr-section-summary-in' type='checkbox'  ><label for='section-fa6a922d-cfad-4db8-a075-37f69b7ed0db' class='xr-section-summary' >Attributes: <span>(45)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>Conventions :</span></dt><dd>CF-1.7 CMIP-6.2</dd><dt><span>activity_id :</span></dt><dd>CMIP</dd><dt><span>branch_method :</span></dt><dd>standard</dd><dt><span>branch_time_in_child :</span></dt><dd>674885.0</dd><dt><span>branch_time_in_parent :</span></dt><dd>10950.0</dd><dt><span>case_id :</span></dt><dd>1562</dd><dt><span>cesm_casename :</span></dt><dd>b.e21.BWmaHIST.f19_g17.CMIP6-historical-WACCM-MA-2deg.001</dd><dt><span>contact :</span></dt><dd>cesm_cmip6@ucar.edu</dd><dt><span>creation_date :</span></dt><dd>2019-08-31T23:17:03Z</dd><dt><span>data_specs_version :</span></dt><dd>01.00.31</dd><dt><span>experiment :</span></dt><dd>Simulation of recent past (1850 to 2014). Impose changing conditions (consistent with observations). Should be initialised from a point early enough in the pre-industrial control run to ensure that the end of all the perturbed runs branching from the end of this historical run end before the end of the control. Only one ensemble member is requested but modelling groups are strongly encouraged to submit at least three ensemble members of their CMIP historical simulation. </dd><dt><span>experiment_id :</span></dt><dd>historical</dd><dt><span>external_variables :</span></dt><dd>areacella</dd><dt><span>forcing_index :</span></dt><dd>1</dd><dt><span>frequency :</span></dt><dd>mon</dd><dt><span>further_info_url :</span></dt><dd>https://furtherinfo.es-doc.org/CMIP6.NCAR.CESM2-WACCM-FV2.historical.none.r1i1p1f1</dd><dt><span>grid :</span></dt><dd>native 1.9x2.5 finite volume grid (96x144 latxlon)</dd><dt><span>grid_label :</span></dt><dd>gn</dd><dt><span>initialization_index :</span></dt><dd>1</dd><dt><span>institution :</span></dt><dd>National Center for Atmospheric Research, Climate and Global Dynamics Laboratory, 1850 Table Mesa Drive, Boulder, CO 80305, USA</dd><dt><span>institution_id :</span></dt><dd>NCAR</dd><dt><span>license :</span></dt><dd>CMIP6 model data produced by &lt;The National Center for Atmospheric Research&gt; is licensed under a Creative Commons Attribution-[]ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file)[]. The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law.</dd><dt><span>mip_era :</span></dt><dd>CMIP6</dd><dt><span>model_doi_url :</span></dt><dd>https://doi.org/10.5065/D67H1H0V</dd><dt><span>nominal_resolution :</span></dt><dd>100 km</dd><dt><span>parent_activity_id :</span></dt><dd>CMIP</dd><dt><span>parent_experiment_id :</span></dt><dd>piControl</dd><dt><span>parent_mip_era :</span></dt><dd>CMIP6</dd><dt><span>parent_source_id :</span></dt><dd>CESM2-WACCM-FV2</dd><dt><span>parent_time_units :</span></dt><dd>days since 0001-01-01 00:00:00</dd><dt><span>parent_variant_label :</span></dt><dd>r1i1p1f1</dd><dt><span>physics_index :</span></dt><dd>1</dd><dt><span>product :</span></dt><dd>model-output</dd><dt><span>realization_index :</span></dt><dd>1</dd><dt><span>realm :</span></dt><dd>atmos</dd><dt><span>source :</span></dt><dd>CESM2 (2017): atmosphere: CAM6 (1.9x2.5 finite volume grid; 144 x 96 longitude/latitude; 70 levels; top level 4.5e-6 mb); ocean: POP2 (320x384 longitude/latitude; 60 levels; top grid cell 0-10 m); sea_ice: CICE5.1 (same grid as ocean); land: CLM5 1.9x2.5 finite volume grid; 144 x 96 longitude/latitude; 70 levels; top level 4.5e-6 mb); aerosol: MAM4 (1.9x2.5 finite volume grid; 144 x 96 longitude/latitude; 70 levels; top level 4.5e-6 mb); atmosChem: WACCM (1.9x2.5 finite volume grid; 144 x 96 longitude/latitude; 70 levels; top level 4.5e-6 mb; landIce: CISM2.1; ocnBgchem: MARBL (320x384 longitude/latitude; 60 levels; top grid cell 0-10 m)</dd><dt><span>source_id :</span></dt><dd>CESM2-WACCM-FV2</dd><dt><span>source_type :</span></dt><dd>AOGCM BGC CHEM AER</dd><dt><span>sub_experiment :</span></dt><dd>none</dd><dt><span>sub_experiment_id :</span></dt><dd>none</dd><dt><span>table_id :</span></dt><dd>Amon</dd><dt><span>tracking_id :</span></dt><dd>hdl:21.14100/2ebbfd9d-97bf-4858-b893-80d31ffe8cc7</dd><dt><span>variable_id :</span></dt><dd>tas</dd><dt><span>variant_info :</span></dt><dd>CMIP6 CESM2 historical ensemble with WACCM6-FV2 (1.9x2.5) with middle atmosphere chemistry, interactive land (CLM5, 1.9x2.5), coupled ocean (POP2) with biogeochemistry (MARBL), interactive sea ice (CICE5.1), and non-evolving land ice (CISM2.1).</dd><dt><span>variant_label :</span></dt><dd>r1i1p1f1</dd></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.Dataset> Size: 165kB\n",
+       "Dimensions:    (time: 101, lat: 18, lon: 15, nbnd: 2)\n",
+       "Coordinates:\n",
+       "  * lat        (lat) float64 144B 0.9474 2.842 4.737 6.632 ... 29.37 31.26 33.16\n",
+       "  * lon        (lon) float64 120B 65.0 67.5 70.0 72.5 ... 92.5 95.0 97.5 100.0\n",
+       "  * time       (time) object 808B 1900-01-01 00:00:00 ... 2000-01-01 00:00:00\n",
+       "Dimensions without coordinates: nbnd\n",
+       "Data variables:\n",
+       "    tas        (time, lat, lon) float32 109kB ...\n",
+       "    lat_bnds   (time, lat, nbnd) float64 29kB ...\n",
+       "    lon_bnds   (time, lon, nbnd) float64 24kB ...\n",
+       "    time_bnds  (time, nbnd) object 2kB ...\n",
+       "Attributes: (12/45)\n",
+       "    Conventions:            CF-1.7 CMIP-6.2\n",
+       "    activity_id:            CMIP\n",
+       "    branch_method:          standard\n",
+       "    branch_time_in_child:   674885.0\n",
+       "    branch_time_in_parent:  10950.0\n",
+       "    case_id:                1562\n",
+       "    ...                     ...\n",
+       "    sub_experiment_id:      none\n",
+       "    table_id:               Amon\n",
+       "    tracking_id:            hdl:21.14100/2ebbfd9d-97bf-4858-b893-80d31ffe8cc7\n",
+       "    variable_id:            tas\n",
+       "    variant_info:           CMIP6 CESM2 historical ensemble with WACCM6-FV2 (...\n",
+       "    variant_label:          r1i1p1f1"
+      ]
+     },
+     "execution_count": 42,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "compute_annual_mean_subset(dsets[0])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "4ecacf51-e35f-4810-8250-3e90a1b5888a",
+   "metadata": {},
+   "source": [
+    "Now that it works with a single dataset, let's do this for all the datasets and put them into a dictionary with the dataset ids as the keys."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 43,
    "id": "a52e7d71-18fd-4bbe-91a7-fa86725ad4de",
    "metadata": {
     "tags": []
@@ -330,10 +2277,16 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Downloading to /var/folders/bw/c9j8z20x45s2y20vv6528qjc0000gq/T/metalink_tvqe5twj/tas_Amon_CESM2_historical_r1i1p1f1_gn_19000101-20000101_avg-year.nc.\n",
-      "Downloading to /var/folders/bw/c9j8z20x45s2y20vv6528qjc0000gq/T/metalink_xtxuxms6/tas_Amon_CESM2_historical_r1i1p1f1_gn_19000101-20000101_avg-year.nc.\n",
-      "Downloading to /var/folders/bw/c9j8z20x45s2y20vv6528qjc0000gq/T/metalink_9ntc6sns/tas_Amon_CESM2_historical_r1i1p1f1_gn_19000101-20000101_avg-year.nc.\n",
-      "Downloading to /var/folders/bw/c9j8z20x45s2y20vv6528qjc0000gq/T/metalink_7hstq_2a/tas_Amon_CESM2_historical_r1i1p1f1_gn_19000101-20000101_avg-year.nc.\n"
+      "Downloading to /var/folders/bw/c9j8z20x45s2y20vv6528qjc0000gq/T/metalink_shm9lihm/tas_Amon_CESM2-WACCM-FV2_historical_r1i1p1f1_gn_19000101-20000101_avg-year.nc.\n",
+      "Downloading to /var/folders/bw/c9j8z20x45s2y20vv6528qjc0000gq/T/metalink_knwmboqr/tas_Amon_CESM2-WACCM-FV2_historical_r1i1p1f1_gn_19000101-20000101_avg-year.nc.\n",
+      "Downloading to /var/folders/bw/c9j8z20x45s2y20vv6528qjc0000gq/T/metalink_hwnk7sbm/tas_Amon_CESM2-WACCM-FV2_historical_r1i1p1f1_gn_19000101-20000101_avg-year.nc.\n",
+      "Downloading to /var/folders/bw/c9j8z20x45s2y20vv6528qjc0000gq/T/metalink_j_w92ac9/tas_Amon_CESM2-WACCM-FV2_historical_r1i1p1f1_gn_19000101-20000101_avg-year.nc.\n",
+      "Downloading to /var/folders/bw/c9j8z20x45s2y20vv6528qjc0000gq/T/metalink_0qmd9id3/tas_Amon_CESM2-WACCM-FV2_historical_r1i1p1f1_gn_19000101-20000101_avg-year.nc.\n",
+      "Downloading to /var/folders/bw/c9j8z20x45s2y20vv6528qjc0000gq/T/metalink_53g0pvrs/tas_Amon_CESM2-WACCM-FV2_historical_r1i1p1f1_gn_19000101-20000101_avg-year.nc.\n",
+      "Downloading to /var/folders/bw/c9j8z20x45s2y20vv6528qjc0000gq/T/metalink_4p48gwjo/tas_Amon_CESM2-WACCM-FV2_historical_r1i1p1f1_gn_19000101-20000101_avg-year.nc.\n",
+      "Downloading to /var/folders/bw/c9j8z20x45s2y20vv6528qjc0000gq/T/metalink_5p_02p66/tas_Amon_CESM2-WACCM-FV2_historical_r1i1p1f1_gn_19000101-20000101_avg-year.nc.\n",
+      "Downloading to /var/folders/bw/c9j8z20x45s2y20vv6528qjc0000gq/T/metalink_0d20f3r4/tas_Amon_CESM2-WACCM-FV2_historical_r1i1p1f1_gn_19000101-20000101_avg-year.nc.\n",
+      "Downloading to /var/folders/bw/c9j8z20x45s2y20vv6528qjc0000gq/T/metalink_xncn6l3t/tas_Amon_CESM2-WACCM-FV2_historical_r1i1p1f1_gn_19000101-20000101_avg-year.nc.\n"
      ]
     }
    ],
@@ -343,37 +2296,129 @@
     "    dset_dict[dset] = compute_annual_mean_subset(dset)"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "4a77cda9-536f-4fc2-8e89-9ce2e4937810",
+   "metadata": {},
+   "source": [
+    "## Visualize the Output"
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": 73,
    "id": "1b08b0a0-7add-4a50-8e62-9bb88b98cc7c",
    "metadata": {
     "tags": []
    },
    "outputs": [
     {
-     "data": {
-      "text/plain": [
-       "<matplotlib.collections.QuadMesh at 0x17ef97940>"
-      ]
-     },
-     "execution_count": 30,
+     "data": {},
      "metadata": {},
-     "output_type": "execute_result"
+     "output_type": "display_data"
+    },
+    {
+     "data": {},
+     "metadata": {},
+     "output_type": "display_data"
     },
     {
      "data": {
-      "image/png": "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",
+      "application/vnd.holoviews_exec.v0+json": "",
+      "text/html": [
+       "<div id='p9597'>\n",
+       "  <div id=\"d9a6b71b-4a11-4560-90bd-ac3bd179b452\" data-root-id=\"p9597\" style=\"display: contents;\"></div>\n",
+       "</div>\n",
+       "<script type=\"application/javascript\">(function(root) {\n",
+       "  var docs_json = {\"7a55e71a-9c88-4efb-8527-0ad5d614d04c\":{\"version\":\"3.4.0\",\"title\":\"Bokeh Application\",\"roots\":[{\"type\":\"object\",\"name\":\"panel.models.layout.Column\",\"id\":\"p9597\",\"attributes\":{\"name\":\"Column63624\",\"stylesheets\":[\"\\n:host(.pn-loading):before, .pn-loading:before {\\n  background-color: #c3c3c3;\\n  mask-size: auto calc(min(50%, 400px));\\n  -webkit-mask-size: auto calc(min(50%, 400px));\\n}\",{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"p9708\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.4.1/dist/css/loading.css\"}},{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"p9713\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.4.1/dist/css/listpanel.css\"}},{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"p9706\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.4.1/dist/bundled/theme/default.css\"}},{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"p9707\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.4.1/dist/bundled/theme/native.css\"}}],\"margin\":0,\"align\":\"start\",\"children\":[{\"type\":\"object\",\"name\":\"Figure\",\"id\":\"p9636\",\"attributes\":{\"width\":null,\"height\":null,\"margin\":[5,10],\"sizing_mode\":\"fixed\",\"align\":\"start\",\"x_range\":{\"type\":\"object\",\"name\":\"Range1d\",\"id\":\"p9610\",\"attributes\":{\"tags\":[[[\"Longitude\",\"Longitude\",null]],[]],\"start\":61.818181818192436,\"end\":103.18181818180756,\"reset_start\":61.818181818192436,\"reset_end\":103.18181818180756}},\"y_range\":{\"type\":\"object\",\"name\":\"Range1d\",\"id\":\"p9611\",\"attributes\":{\"tags\":[[[\"Latitude\",\"Latitude\",null]],{\"type\":\"map\",\"entries\":[[\"invert_yaxis\",false],[\"autorange\",false]]}],\"start\":-2.273684210515685,\"end\":36.37894736841187,\"reset_start\":-2.273684210515685,\"reset_end\":36.37894736841187}},\"x_scale\":{\"type\":\"object\",\"name\":\"LinearScale\",\"id\":\"p9646\"},\"y_scale\":{\"type\":\"object\",\"name\":\"LinearScale\",\"id\":\"p9647\"},\"title\":{\"type\":\"object\",\"name\":\"Title\",\"id\":\"p9639\",\"attributes\":{\"text\":\"time: 1900-01-01 00:00:00\",\"text_color\":\"black\",\"text_font_size\":\"12pt\"}},\"renderers\":[{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"p9670\",\"attributes\":{\"data_source\":{\"type\":\"object\",\"name\":\"ColumnDataSource\",\"id\":\"p9661\",\"attributes\":{\"selected\":{\"type\":\"object\",\"name\":\"Selection\",\"id\":\"p9662\",\"attributes\":{\"indices\":[],\"line_indices\":[]}},\"selection_policy\":{\"type\":\"object\",\"name\":\"UnionRenderers\",\"id\":\"p9663\"},\"data\":{\"type\":\"map\",\"entries\":[[\"xs\",[[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"qH0dZjrJTcBU8vcm1O5NwCSyUJlvFE7A6Nhyu7AgT8A2UDRyPR9QwNqVeHZ3b1DA2pV4dndvUMDgcLndj5JQwCxk4nlpAlDAZGc1MQ7xTsAIqnn1yZFOwLCvs2IYTk7AqH0dZjrJTcA=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"pNORcKnmY8CgJkpPFSRkwPqXhzkTTmTAGWVUhuBgZMC0xICfIWJkwMCpmArQdmTAwKmYCtB2ZMBMJK24YmNkwD3pP/jXJ2TAKGC37+AHZMB8uKnbb+9jwKTTkXCp5mPA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"JJFQGc+TRsDQV4Cv3fVFwLCGFqy2vkXAPHw/CKyvRcBYI018qKpFwND98Gy1cEbAaK84TspAR8CMoic9djFIwCx+y621PUnAnMcP8g1tSsCYssRzBhVLwNwiAn52/krAcO5rgTPtScAAARrJ435JwKBz9AmrLknAFHaRQAL1SMCk76VuSqdIwFAQyBCPVEjAUBDIEI9USMB8jXn1YBNIwMQSAn7YVEfAJJFQGc+TRsA=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QtYVZ4lNXsC9iZd1zvpdwHbCBFxYrl3AfcahErLSXcAS7WCl3A5ewGS7LXLcZ17A99Dbf8qnXsCTzT6DyqdewLwzpen/mV7AQtYVZ4lNXsA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"kGOe789jX8CQDElaCgJfwJA5QmClJ1/AoKt/KmF6X8DYLs7LHtJfwHMrMc8e0l/Av3WvAL6jX8CQY57vz2NfwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"VkaetdG+WMDs1/2hn3hYwHxpXY5tMljAdjxkiNIMWMDItNv/9T5YwHioZ2WtjFjAHMVPGqbbWMAHZyMhJDJZwBhXEtBRc1nARFR1mSqVWcBEVHWZKpVZwNf6gs0NbVnAS9dgK5QbWcBWRp610b5YwA==\"},\"shape\":[14],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"CKNP2uIcUcDUHWSIXRVRwG74pO+lIFHAmpwV7TEyUcCg9gf5Z31RwAqOBFzbxFHAxnB/MNcYUsCMxdQFgflRwBT6Bzm2RFLAdpEEnCmMUsBiBt+cDL1SwDw2ddnOwFLAzMfUxZx6UsDMx9TFnHpSwIQ+TL29TlLA3uf2J8gEUsCIrYlH+/FRwCJYNDI47lHAIoGQgXnvUcAUffPKH8tRwMbD1EU1kFHAJuwwVV1uUcCk4VmxUl9RwExmRcO+Q1HA9tkfRG8uUcAIo0/a4hxRwA==\"},\"shape\":[26],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[561],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/P/////vUMDKzMzMzJxQwC4zMzMzQ1DAAgAAAABgUMDKzMzMzJxQwKyxS1RvvVDA4glLPKDSUMAUTWcngwlRwLJZ9bnaTlHA+ie4WFF9UcBuj6UPXcBRwIZa07zjEFLAajSAt0BSUsCUpzrkZqpSwMKxLm6jdVLA7iTpmskbUsAQs14M5cZRwEybOLnfpVHAYBVvZB6RUcAsdy0hH1ZRwDwEHEKVKFHAKDOin5MoUcD6/////w9RwPz/////71DA\"},\"shape\":[24],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"cGZmZmZGTcD8/////99MwGRmZmZmBk3AODMzMzOzTcDUzMzMzOxNwJCZmZmZWU7AnJmZmZmZTsAIAAAAAABOwCgzMzMzk03AcGZmZmZGTcA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"VrgeheuRUUBO4XoUri9RQLJH4XoULlFA8lG4HoU3UUCmcD0K1ztRQI7rUbgeZVFAmpmZmZmhUUCmcD0K16NRQFa4HoXrkVFA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"q9qoPLwsYkBt5X/gpktiQJGJ8B0TXWJAveLiaQ52YkArkSoLQIliQKsIogKEi2JAD2jOu42AYkDf4uLpP31iQKNuCOkQcmJAS0Ws2dlbYkAzfxn6OVViQDHUbk+MQWJAw4jwXdItYkDlWFphcSliQIuBtnD6FmJA5XNC1swXYkCr2qg8vCxiQA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"oXwI6aagZUCza/dX6adlQK+ix0GrvmVAbwL0OuzHZUBXVKzZ88dlQCdUrNkLvGVAH6kBryCnZUBfzsCHwpZlQKNCm0iQomVAV2S96t+JZUADIxZdfm5lQHcfeabsZWVAe3TO+7tTZUB7FKICmzplQFXT+nSiKmVAf+BuzykNZUC53NGYcPhkQGOD3wyp1WRACXkI6UrQZECta5ROfOFkQFkyJ264CWVAu2yUjmEeZUAB6Ki8XjVlQPs2xCTMUGVAz+iovABkZUDN3tEYO3JlQKey2NJbfmVAS3XOexyDZUBZva/2jZllQKF8COmmoGVA\"},\"shape\":[30],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"LSizk5XTZUBBcJSOxeplQD02J25x62VAAyJ5ZuL5ZUDn7kXzq/5lQLHh0RhsGGZAn6THwQouZkADttjSVEBmQJPRwAeMUGZAheLRmMpIZkDzGKICDj9mQFGrAa+fJmZAW0H+URQeZkCjrp7lDSFmQN1mvapYHGZA0cJMrUEQZkBHfgjpZQBmQN+3dYmq52VAxRo/OSziZUBLczHF1NRlQD1HOL9I52VAdRBoFc7cZUD59xyXXrplQDkC9LpFu2VAW1vmxmTSZUCbt3WJytdlQF9K1fVN1mVAiRMFTFjJZUA1W+ZGNcplQJ8FkXHpumVAZXIxxbuhZUBbCC4oWpRlQBmRtrA5oGVAK+qoPKSxZUCnmPBdisplQC0os5OV02VA\"},\"shape\":[36],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"8dg0ItfjZEBvIBZdrtdkQOeydUkSxmRAPQtoFS6vZEAb29HYjZpkQKssijdghWRAm8nAh/KAZEAngt8MuI5kQNtLDyOkoGRAQ6ieZbiuZEDrvEyt9bhkQJ1kWiEz02RA8dg0ItfjZEA=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"K7n8h/RLZkAhEvdY+lZmQIPF4cyvUWZAOcnIWdg9ZkBvF5rrNCxmQK/BNAwfKWZAx7tcxHc1ZkCBa2CrBERmQCu5/If0S2ZA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"7XC6/v9/ZkDhBoMOp2tmQGt3sa8zV2ZAneBATRlTZkDz0YRsF2NmQDnV/Hc7bWZAhbfT/v9/ZkAAAAAAAIBmQO1wuv7/f2ZA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/P////9/ZsD8/////39mwAAAAAAAgGbA/P////9/ZsA=\"},\"shape\":[4],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"ZT0KF1t9ZsAAAAAAAIBmwAAAAAAAgGbA73Pa4GJ5ZsBlPQoXW31mwA==\"},\"shape\":[5],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"5/7zOgn7ZEDZIBZdfPBkQNN8pZ/C5WRAdbN1CfDmZEDn/vM6CftkQA==\"},\"shape\":[5],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"5WRaYXLjZEAFPP4RpOhkQP3A6eMJ4GRAc4PfjGHZZEDrqJ6ly9RkQMvA6eMh1GRA5WRaYXLjZEA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"zGVvvzsHSUDM1qzJ1BtJQFSdPyn/PElAhD0TMEUwSUDEc+OZohlJQIReNVIo7khAnDh2+RfWSEB86loRgu5IQOz3zusk40hA5JBohdK/SED8/QhZwrdIQNx+V3RZhUhA9J95ljZGSEC80azJIvdHQCShFs0bxkdA3CFl6EGMR0A0pVA6KCRHQIxbb79qtEZAHCc8jLJqRkCE9aWPFQVGQIyOPynD4UVAPPhCxlDZRUB8MbBmPqxFQBT+fDOJoEVABLBhS3a3RUB8/3wzZPJFQFRAJEG88kVApEv75OkvRkCMk9xfcTtGQAzNSQDAHUZAdHC6PYAFRkAE8ghZRvtFQNQsdvn+J0ZANBUreyc5RkB8SV6u83hGQByIaIVZwEZArEQkQb7vRkD8mnmW9ydHQKTIclzrcEdAxB/IsUHaR0Bkg5HhqgBIQCyUovI870dAVMjVJZwlSEAcxjjvKmxIQIR+V3SHbkhATC2fVeqYSEAkeR0HksVIQDRUXq6M50hAzGVvvzsHSUA=\"},\"shape\":[49],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[224],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"3YDfDM9DZECHz/q0wUxkQHPq4qlmNmRAD1TmxjsqZEA3WyA0Wz1kQN2A3wzPQ2RA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"IsOtiMwtXkBaCo+D4RJeQNox65LwvV1AesyErJ75XUCSG6CUPxteQM6/ENKhMV5AIsOtiMwtXkA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"r876dEUbZECL3wuGzQ5kQJtFcqwu+2NAK41T53r0Y0Af3wuGfvZjQH18QladC2RAq3xCVggWZECvzvp0RRtkQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Y3YIacI1ZEDNxCPR8DBkQEEFy145GWRAn3xCVo8SZEBXBcvecB1kQI/cbs/1KGRAY3YIacI1ZEA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"bsBzm+YbX0B2XKprHuVeQP7M53Vw3V5AYkuZWjPjXkCqtZx3uP5eQJa91uT+PV9AYmiBD4VFX0C2lXrVnHxfQHKWetVCqV9ACqFReUO9X0BqZ+TYf9VfQMIioJTzvV9AjnNYs0F7X0Bu3FtQqkVfQG7Ac5vmG19A\"},\"shape\":[15],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"6p2L5pl5XUD2DsnwrZBdQJab7q84uF1A3pvurxjIXUCOYIEPG35dQEZ0L1fGUV1Atq2cd14vXUDe3TL0W0VdQJ4AVRZzaF1A6p2L5pl5XUA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"3n3MjdO5XkBai0BocrBeQGI065JJUF5AQiV3OCn7XUCiUXB+8PpdQLJLNhHELV5AtqGL5t1VXkCW/hqpeIBeQN59zI3TuV5A\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"aRI/OQD8Y0CRNGFbW/1jQMMHaBVH5GNAO/2QccHSY0C14ai8wcZjQP0U3O+Ey2NAd+VFcz3aY0ArjVPnevRjQGkSPzkA/GNA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"FTqbyDqxY0DfUeaG3KpjQCOgAW/dnGNAO1ggNLmPY0B/YvfXXpFjQHfTNOJ6pGNAFTqbyDqxY0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"fibrEucnW0CeYlizgqJbQN7FIeOcsFtAxkI2EVknXEBaPPwjpD5cQLr5t9+mnlxAxkKZWiftXEAa2zL0IKRcQL59ozG+XVxAbsSErNEjXEDG1zJ0aeFbQAqPUXmDpVtAnpSL5l5bW0DyUuTYZCxbQOryt9/GEVtAChPaARCdWkCytkq/9ZFaQMJjkiBkV1pAKtXPKk6DWkA2kovm9dBaQPI2/COdBFtA+ly7fCgfW0B+JusS5ydbQA==\"},\"shape\":[23],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+WqlHzDXYEBnT71qucZgQGMmYdubw2BApx8nbkrJYEDDHyfu/M9gQI3K0ZhD12BA+WqlHzDXYEA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"W8+XKyl8Y0CD6n8gM3NjQIP0VgRYZWNAlax1iVVXY0DfdaWfc1BjQO3Ybk/hVGNAh2H311FYY0D3QnJsA2JjQKdGDyOHcWNAn2WUjqOAY0Bbz5crKXxjQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"g0tJEHP/YkBDIu0Ase5iQPVRg/2k6WJAsygnbiTYYkCvzzTit8diQIPxVgS4tmJAW28IaXucYkAr9PO6NIpiQKOUx8HbjGJAdeocl4ypYkDTXvfXDrtiQO81m0jhv2JAkVta4XjEYkB7OTi/lMdiQCtmMcXW2WJAfV/3l97iYkBbhbZwu/RiQN/k4ik28WJAI9TRmGAEY0Bvas771gpjQF/287oyCmNAg0tJEHP/YkA=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Dkz8I/PPX0Ae/eC7/rdfQDp39WnDi19Aoq3FU0x/X0BO1ISsCsBfQA5M/CPzz19A\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"q6ISQBVPYEB/dhn6tlpgQE1XlI6yP2BAs/oEzPckYEC3T1rh5hJgQHIxFG+H+V9AWWelH1kEYEB7pa823ytgQKuiEkAVT2BA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"LYa2MHskY0DJtUwteRpjQAULogJwFGNAV+XiKf4MY0AnWb3qgP5iQG/yVgRM7GJA7wmigi/VYkATbWsyFN5iQLPCwAdc72JAa0tJkD36YkCFxl3+rQdjQB/zVgR7FGNAp6t1yaMgY0AthrYweyRjQA==\"},\"shape\":[14],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[67],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"XjVOXGRPX0Di1CFj+BtfQObaW1Df615AtlRw/kauXkAO6WxhoUNeQCpcR6K3C15Akrtzm50CXkDWALjf5TteQPpg5NhzXl5Agtpb0MvVXkA+pyididBeQM4aA16ntF5APs+ErN2YXkBWfMyNh2BeQPI/wrYXnV5ARshKv2aRXkAqfswN8cpeQNr/Gqljyl5AMu4JmDmoXkCuBVUWIY9eQIpbqmsNrl5ARid3OD9vXkBWGQNeU19eQJ47JYCgZ15Auu+mzns5XkDOjN2eOz5eQM6qYoqME15AzsKtiPYYXkAOME7ckBteQK5KNpH68l1AOudsYXvXXUBunO6v1OldQPpXquvs311ASuoJmAPFXUB6cpIgI7FdQBoy6xKVy11A3mi7fLLUXUBO5M8q3fRdQOoQyfBIAl5Agrxzm7A4XkCudZIgrWpeQBqx/0Bdu15AVniSIPYEX0AO6s8qOURfQF41TlxkT19A\"},\"shape\":[45],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"08M0IgYWYEAvjWS4WRRgQEMcJ27YA2BA9m4eRvT9X0C51EXzKAxgQKeCjVQzA2BA6rJiCpPsX0DuzUo/kdlfQKpW08du5l9AvjvrEqz7X0AN+gQMIgBgQLVPWqEGE2BA08M0IgYWYEA=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"krnndVR0WkD2FxTvdi1aQP7cps6Q91lAHsf4hmSlWUAOypW9/olZQIoe6xKLWVlAiqZzm8I5WUBmJ8I2FglZQNaMKB3h0FhARuUaqRS+WEDykmKKfKZYQJ48DTXGbFhADtlDBVNLWEBK6VQWIxtYQCJLHkZg2FdAsvXI8MDSV0BSSIGP9ftXQPbVpk4IX1hAgpmcd6CXWEDKnTmuH8lYQNqy53Vq7FhAfrBKPw0pWUCm67ffHGpZQFq5hKzjn1lAfs4y9OrEWUCGPNNHqPVZQLbVbGEC3FlAZoS0wrAAWkCy/8jwrRdaQO4Q2gGHIlpA8uTgO9M4WkDKvISs0GdaQKZ1ozHzhlpAkqjWZOB2WkCSued1VHRaQA==\"},\"shape\":[35],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"2mMeRgp4XUAGVA21yr9dQDJnu3z1c11AptC+GZ1eXUDKuHObYmFdQGKLetXXI11ApgksuikiXUDiUA01egldQEZ2zA0OAF1AGiMU71i3XEDuySFj/p1cQMo5X+1ccFxA6uMJmHJQXEACrDkuXARcQB40wrYC7VtA1g0DXhbDW0D2RnB+U45bQDZKDTWKhFtADhM9y5pkW0D+ibRC4UVbQB5rL1f4PFtAbgEsumxEW0AePJnacmpbQL5D00damVtA5l+7fM7KW0DafkBor9dbQMb2t98A81tAlgxmJ7g/XECm7uC7oG1cQCq1c5sOjVxAJnhpxGWmXEDaC8lw2NxcQJaH3Z4gDl1Anv9UFmguXUBaGz3LS0hdQOJEmVotaV1ALuymzhlsXUAuMeuSQJZdQO7VW1Cky11AjrpzmxXHXUDmZ7t8JJxdQGJJNpGSp11AppO0QnN4XUDeNiUADFRdQAKNetUXg11A2mMeRgp4XUA=\"},\"shape\":[46],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"PkTCth2YX0Ay6DL0n55fQHIbZidlol9Ackdf7ZeMX0AiWHD+NXVfQGZNmVpJV19Alo5A6LhrX0Dm/n1yYFlfQHY+JQARDl9A1oUG+xP8XkAOARspmA9fQFYpd7gN515AzpJ61fLSXkBWBlUW1bReQDrBENJ4hV5AitW+GeB6XkBen+6v/ZNeQAbJSj9QvF5ADmoeRjbfXkCenVF51fVeQJKGBnt+Jl9Alo1AaO8wX0AehGlEK15fQAZK/CNgWl9A7ucy9ECOX0DOF8nwn5NfQD5EwrYdmF9A\"},\"shape\":[27],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"spetCPRNVEDqVQZ7SxZUQCKu+IbW91NAUnconX3sU0ASHzaRdQlUQN5ZozGvNVRAvoac93lTVECGLqrrbXJUQNalIePJaFRAspetCPRNVEA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"POF6FK53TsC49Shcj+JOwKCZmZmZ+U7ACK5H4XrUTsDQo3A9CtdOwCwK16NwjU7AuPUoXI9yTsA84XoUrndOwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Xpq0QuD+XkCO+eA74udeQE7hlb3V015A2pUXjLy/XkCSwRDSUpheQFqEBnuCpV5AyuCVvZK1XkAKA7hforxeQB4YZift315A/u4JGJ7VXkC2pIvm/ARfQF6atELg/l5A\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"BnnMDUugXUC+01tQJ0tdQPIbPcuGal1AIoOjMcOYXUCGoiidML9dQPJGmVq84F1ADvwaqSPsXUAeK7Gl4sFdQAZ5zA1LoF1A\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"opQXDIx4XkBiQ1/t9p5eQE53kqCxx15ARneSIHTGXkCGCfJM0KheQEqAacQqgF5AbnkvV+l9XkCe/hqpdIJeQKKUFwyMeF5A\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"wvSmzilgX0DCPIhJJHJfQKZaDbXCQF9Ahpu0whhCX0BCEyy6wVFfQDIn2gFRM19AivAJmKYwX0BWdfXpYR1fQMYOj4NcE19A2kyZWgY5X0ASV3D+MDhfQGqQ3Z4SEV9AujjrEolOX0DC9KbOKWBfQA==\"},\"shape\":[14],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"nsAQ0sBhXkDSDiy6x1BeQJp7zI1eNV5AErU5LrMUXkCiJnc4h0teQJ7AENLAYV5A\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"TthbUJBUXkCG/hqpAXxeQFpNNpG+j15Amm9Ys5CVXkCGutZkJ4teQC6cUXkAoV5ADjJO3CWQXkAKBVUWa2peQHJkgQ9TYF5AwnWSIKVuXkAO+OA7kpBeQP5vWLPhrF5ATmBHotH8XkA6N+sSuvZeQCL64DuaC19APi0Ub/QEX0COJdoBE9NeQJbFrQhvu15AboQGe/eqXkBCb1izN4JeQA6e7q8WSF5ABuwJmDsoXkDm8kMFeyteQGKynPd5P15Agozdnl8sXkC24TL0GiReQEqgi+aBBF5AolFwfvD6XUCO3ZW9j/hdQCrXW9BVEl5AzsKtiPYYXkDifmnE0C1eQE7YW1CQVF5A\"},\"shape\":[33],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WnqQAdNlUMBygcruN3ZQwJYAfFNlplDADqXsUMnLUMAGg8rug89QwFo0r4ZxxlDAguH2ZxOSUMDmMq8GXXFQwFp6kAHTZVDA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"vq/skMM5U8AuXjSyNE1TwPRX+oQGcVPAVutZMZ2VU8DiW5c7741TwBLM1AUIc1PA2NzlVnRkU8De0Q4zYjlTwMaC8wpiF1PANLnDNMcMU8C+r+yQwzlTwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"to8EXBklUsBEelZUl+1RwDCLZ2WW5VHAKJGhEqGzUcDW5fYnuI1RwI7l9ifafFHAJhWNZDtxUcAyvzdPN05RwJCxwzRHUFHARuT2Z80zUcAuhMouWRRRwLoJtsAdLFHAvvUHeY5KUcBIzatp72dRwPbok978fFHAgqGy44aIUcAeOK/GGKFRwGqUPsnVqlHAIofKLv+/UcBGCRkKndlRwAq7/SEX6lHA1Ha53VTtUcAYAEKm1hdSwJLvMNUKNlLAvKEVbRddUsC+jWclCXtSwMQuO2xQnVLAnh0q26yXUsC2Z6hMxVxSwK4zddl5LFLA4swOs24VUsBaMNhiqjJSwI7G1MUuMlLAdm7iuY9aUsAWr4mHJUxSwLaPBFwZJVLA\"},\"shape\":[36],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QqP/QLWVW0Cag3rVaV5bQCo0X+3uKVtAeux98hMoW0CSr3ObnkdbQGaEetWKjVtAPlXk2FayW0DWqjmupMBbQAaPUXmFpFtAQqP/QLWVW0A=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"thoS91hxY8DQghd9BXZjwI65awn5fWPAyFnY0w59Y8CY58HdWYJjwDgyj/zBgGPAet/42jN7Y8CEF30FaX1jwKznpPeNe2PAMXctIR95Y8A6jbRU3mxjwIspkUQvZ2PALPuuCP5hY8DUDn9N1lljwFwz+WabWmPA4oRCBBxnY8C2GhL3WHFjwA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"MnxETImCY8B6eqUsQ41jwKAy/n3GkmPAstKkFHSWY8CIhVrTvJZjwOFFX0Gak2PAMi/APjqIY8DwPVxy3H9jwDJ8REyJgmPA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"nFCIgEOYY8AN+PwwQpljwKJKzR5oqmPAcSU7NgKoY8CcUIiAQ5hjwA==\"},\"shape\":[5],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Inu9++O0Y8BP6WD9n7ZjwE8VjErquGPATmw+rg3EY8A0dy0hH8hjwJZliGNdyWPAfvs6cM7AY8DHckurIb5jwCJ7vfvjtGPA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"RCYZOQvrY8AKUFPL1u5jwN/DJced+WPAPMeA7PX3Y8ACvAUSFPNjwC7Pg7uz62PARCYZOQvrY8A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"1rLsUH3rU8Aqf7ndA9JTwCJ+uV08llPAbmLRKJJ/U8C+znH8XklTwMzDmliGIVPAauz2p3QMU8CuPa9GSeZSwNB3HKfy6lLAxkPp88S7UsDc92rCZItSwFYkZEj8klLA2OAfxIq9UsDqNnWZnuhSwJomZMi2FFPAcmyozFlwU8CMSYZqckVTwMh5HKeHX1PAYpJnZcmIU8CQwv2h5p5TwGKF80oSrlPAVnh/cD3SU8AugLkd6w1UwESfPkkfIVTAgG0LVop0VMDalmcl4YpUwATNN0/hclTAJkISUKixVMBYqXg2pd9UwACjPskp+lTAnn1/cFYDVcDQi/OKAiNVwLDyWfFkPlXArFGGqpwcVcB+xWArvg5VwCyVyq7O8VTAqqXbfx/RVMCm1HH8qqBUwNausmMpkVTArt1IoOJZVMBK8fbnmSdUwNay7FB961PA\"},\"shape\":[42],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"pp6T3jdiU8BMuB6F63FTwHQbDeAtglPAgERMiSSaU8Bm8s02N4xTwCRcj8L1eFPAvvUoXI9iU8CmnpPeN2JTwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EmSBjz1LXkAaFWYn0C9eQJpf5NgVDl5Aoh49y8sGXkC6XEeidSxeQF7wps6uX15A3rY5LuF8XkAKgGnEx3FeQBJkgY89S15A\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Dq5H4Xp0U8AG16NwPbpTwBaF61G4vlPAaj0K16OgU8BoZmZmZnZTwA6uR+F6dFPA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"BAAAAABAU8A0uycPC0tTwO5942vPVlPA+ihcj8JVU8D+JXDrbnJTwML1KFyPclPABAAAAABAU8A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AxntAG7UYEDbq0wththgQNvGNGKCxmBACcrR2F+5YECFv/r096hgQIsbird5oGBA5zkPo56LYECLqkyt4ItgQGMz1XWUnWBAr5aeZcavYECLB9xv7rxgQAMZ7QBu1GBA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"JDb75MlJQUBE36WPTfNAQOwtwXef/EBAfKU4758AQUDcE3b5an1AQKRTHQfCPkBAJCrBd9ogQEBUE3b5ql1AQDRbV3S3ZkBAdISzAzZ5QEDsAMixZ9VAQCQ2++TJSUFA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"GL5E5TGzN0AwGTdxJT84QDB8Y2pnBjlAsBVgzerEOUAwhp3Xub45QCiFAKE9SjpAIF9BSD0qOkAYS81tmLk4QFAbN3EpvDhAAHkAodWDN0AYvkTlMbM3QA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"ACN4uW4KL0AwKk9dC1IuQLAkFfCqni5AcA5nqDEzLkCQ3goZo6ssQJBAcX9JpytA4KSuiazcKEAwCXi5UiQpQJA1mtt4eytAINgzdcKFLUAAI3i5bgovQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"wKrQq4ZrIkBgFjcStZ4jQGD2sSbLViNAgMlVl/xtIkAgp9CrJp0hQICgM3VK2yBAsEreH8nGIECwq6dP61EgQAB61+WDayFAwKrQq4ZrIkA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"g7kjkT6fYUBBRUlQMZNhQM0fijfFmGFA3xEW3RqIYUC30wuGN19hQH8r/pH2JmFAdYPwHWD5YECr4hwX3+NgQOPs87qK4mBAKfbK3uOqYEDf51ZEBIVgQOcuOH+OX2BAQ/wETACAYECdGoo3pmpgQNuzI1H2VWBAGwI/OXpGYEB5DBZdU05gQI1JIPQROmBAKVBaIRItYECXBdxvU0tgQDVbMUUcXGBAJyVhm0t8YEB7dxn6w5NgQCfYRTN302BAx6/pY671YEAH+MqeKRdhQLew6eN/LGFA6XoZenFbYUBPKWEbpW1hQGPlHNfAgWFAIybEpER8YUCbk2T4yIlhQL9WWqHOq2FAQyfEpEG9YUBbD3mmTrxhQJ8+DyO0nmFAg7kjkT6fYUA=\"},\"shape\":[37],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"cKozdboeI0CQ4aAVonUiQHD165MrjSFAwGpjC6MWIUBwSkHp9H0hQMBk7zCuxyJAcKozdboeI0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"zwIFDCD9YUB9gbYwoRNiQAveRTNEKmJAC1laYWExYkAjqhLA6AFiQDXP0Rji5WFAI/5nVZGzYUDZN9U1J6JhQJPv8zqQfmFA37gjUSl6YUDzhfCd/IlhQPvD+nQtrGFA98o0ooC1YUAjaGvy9r5hQO8nxGSS5GFAzwIFDCD9YUA=\"},\"shape\":[16],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"nBgEVg7VT8D4kH77OnhPwMx3YtaLAU/AVBB1H4BAT8Co9KEL6m9PwJZ3nKIjCVDAToWxhSAZUMAwgVt38wBQwJwYBFYO1U/A\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"7MySADXnTsCk6xfshiVPwJhrJt9sy0/AwKwXQzkhUMDQwFYJFgtQwOg9XHLcbU/AlAMEc/TqTsDszJIANedOwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"L9yy3aPgXsAjpuIz0wBfwFlItrrraV/AGa8coR59X8CVYQF5ZrZfwM04pWnrwV/A/tY/FeYBYMBkCnMIOg5gwNKB6h94C2DANefsyr/TX8Ao9GDleqxfwEYVgwdScF/AmpbRYo9aX8C/3bLd7TpfwOwg92EK+17AL9yy3aPgXsA=\"},\"shape\":[16],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"FNnmFSgRTMBwuMRz32VMwPRT+0NREkzABATg21m8S8Ac5lpwROlLwByBkcCyd0vAzJ4WrKQ8S8AAA32S/7xKwDSkUBmc5ErAEOBacAaLSsCMOE38tHpKwGhuHeb0UkrA2IPLLdqISsA86zEUv8JKwDQB4FvnFkvANNsggx77SsBwXW8eyB5LwJyWP4hMs0vAsLbEc63/S8B8uGGqRqVLwMiiFiwaIEzAIHy6HKGpTMA8ExrJDKJNwMBGTfyxtU3AXG6pi/ZlTcCA3EnfpZ1NwGC/YaomMk3AHGupi+mtTMBw2uYVjF5MwNyhFix870vA4Mlyuxe0S8DUtcTz08xLwBTZ5hUoEUzA\"},\"shape\":[33],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"GHF0YriWYMBU9Cfq/3dgwFo1z1eVgWDA1vpht7plYMDjZGWUfXJgwAwJ1hHGhWDAvbq6iZmRYMAIWPFfv6FgwHBz2VSrp2DAmgnWl8KlYMAYcXRiuJZgwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"GHF0YriWYMB2jsFjuJZgwCwQEGK4lmDAGHF0YriWYMA=\"},\"shape\":[4],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"iX0Zerz0YUDnSubG7hRiQLu6I9GQ5WFAEZ87nODRYUDH+8peEvFhQIHx8zor8GFAC+DiKe3XYUCfawjp8cJhQG+9wIcFvWFAW/5nFZfAYUBRONU18bxhQKcIP3lYxGFA4TtybMLFYUCBx5erArNhQH1TvWrXtWFAZx3tAGzTYUBXeXxDtsZhQIUFogL01GFA/73Ah0TdYUCDExbdWOhhQLNGSVCH52FAiX0Zerz0YUA=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4LmIBMonG8Cwn3c1jB8hwDByCpVE9CPAgNFw+yJVIsDgivJJhmAjwMD5BvjtpyDAgI0bZOZJHsDgsU6Xde8awIDjktvVpRbAwDR0VqLKGMDA+qPsxiEYwOC5iATKJxvA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QGYHfEhhKUBAzqdPEy4oQCDFp09LFiZAMGu1w83OJUBADrIm570oQEBmB3xIYSlA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"y5KHuTMgY8DyLCGzKUBjwPqFE1+GUGPAeibnxXhVY8Cm0JGwaDhjwFkzW8BRJ2PAMAPFwxISY8Au0y5HhARjwMuSh7kzIGPA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QK1p+z8KCMDABJ2ymUsQwIB8NsikcAjAgHrWkzZZ/7/AJMknicIBwAAwG+C38wjAwCNmXhmuAMCA40bRANfxvwCqW+wQjdu/AKTjwHetxz8A/k++GRTeP4C8+tWM5/o/gEK9y7X1+D8AXMeiGc/wPwA+WgKmMvc/AJSwZ1Wc4T8A/FbSVzPpv0DZc9KD6wPAQNv/93KmB8AAzUCfiPAMwOAk6DCHKxLA4PPdWef6FMCgzUddNBsXwGBN4fZtPRHAQI9wNZ1RC8DgWOH2/e8TwEBe4fa1ERXAQFlV0a7jEMAAXBtkfhQTwECnNkzrURLAwPStP5S8CMDAtUCfYI8HwABJVU1ACg3AANWS221gE8AA2ZLbgVQUwMDjo+xe4BLAYBk66SExFMBADoyheFgWwEAuEY16lBbAgNfkk5SZGMDgnbFgtSUXwMBLbRw9ChTAYIyIBJLYEMBArWn7PwoIwA==\"},\"shape\":[44],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"U9BXg4iyZMA4k00sK8ZkwBbiaJQl22TAOa81oZHuZMAN2y4n+M5kwARBle2UtWTAU9BXg4iyZMA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"1KfjMQPRU8DOHcTOFOpTwFT/5zBfBlTAwI8xdy0XVMCelIJuLxRUwLLOMSB7+1PABlH3AUjhU8DUp+MxA9FTwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"amiR7Xx5VMAo32xzY8RUwO60w1+T8VTADEEOSpj/VMBaE0TdB9BUwM46qpogeFTAamiR7Xx5VMA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"OL+pu2l3ZcAy2pFwqWNlwOdNbDG3T2XAt5GwFdc1ZcAH0lfjDxZlwLWlXr2zGGXACFvgK/EwZcB8MoQ8TEllwMjgy/17VWXAfk5ssbJxZcD73S7HUHllwDi/qbtpd2XA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"uPmT3lJKVcAu3qvpcj5VwPhsbl+yHVXAjNkO83z4VMCyZ9GoZ7JUwPwXtsAWaVTA5rTskGtjVMBalWelTzRUwFZhNPKeBlTAFvWT3mw/VMBeHFP3BKNUwCYWGYr2xlTAPnriOW0GVcCYq3h2f2FVwMyysiN5d1XAlgkI+TTOVcDyhrmdk5ZVwJwZGYpkjlXA+Kt49pB4VcC4+ZPeUkpVwA==\"},\"shape\":[20],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QIyWunMELcDALmrBsXotwNA1e9IuOCvA0I+WutXRLcBwW4VKYMsxwFA2Kbv/pzLAoCd7cwb5M8C4ro8hUsM2wDAUk75KxzXACO78wX30N8BIWtcCNS82wNDAPWk4OjbAOGA6zIBTOMCwso8hiKY3wFCeG0eKIjbAUNjCVIeTNMAgD80rjQ4zwJjgcJxyzDHAkNI2L/YqMMBAjJa6cwQtwA==\"},\"shape\":[20],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"ppDyk2r3UsDU2cngKD9TwJQxdy0hT1PAJN7IPPIzU8BYQ+IeS/lSwBjZzvdTx1LAiqxu9ZzGUsCsutVz0s1SwKaQ8pNq91LA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/X5qvHTgZcBnBirj38plwFvmdFlM0mXAFpFhFW97ZcBaBP9byTxlwE6OO6WDXGXAihbZzveQZcD2KFyPwpFlwGhcOBCSnmXAeSgK9Im8ZcBpxqLp7NRlwFAU6BN5/2XAQSECDqEGZsATRN0HICdmwDBb64uES2bAVjpY/+dcZsCubvWc9FVmwPPlBdhHfGbARTS6g9htZsAAAAAAAIBmwAAAAAAAgGbAmpmZmZkxZsBkEFg5tN1lwP1+arx04GXA\"},\"shape\":[24],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"oiPdm3PpV8C8+dzVPxFYwGi1VoCDZ1jAmCyEoaKbWMBSBw+fCPNYwJroibO2uljAyhPX/feNWMAkq3/cEkpYwLxEGXasI1jAiBHmQnkQWMCiI92bc+lXwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/P////9/ZsD8/////39mwAAAAAAAgGbA/P////9/ZsA=\"},\"shape\":[4],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"vo3O/f9/ZkB1rIvb6FxmQD95WKg1V2ZAi1pz/f9/ZkAAAAAAAIBmQL6Nzv3/f2ZA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"0FMdcjNWZsAAAAAAAIBmwAAAAAAAgGbAZmZmZuZ7ZsD6SbVPx2BmwGA8g4Z+MmbAMW6jATw1ZsDQUx1yM1ZmwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[932],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"07fM6bKKXMAUAYdQpapcwHA486s5HFzA64L6ljnDW8Dot68D53pbwGaHvyZrQFvA4Ywo7Q0MW8CI2JlC5+tawIadKXReGVvAPwFNhA3hWsDczVMdcqFawK98lufBWVrAguiC+pYxWsBNH7qgvh1awKBQiIBDslnAiSR6GcU+WcAId2fttkVZwC0JUFPLrlnAz8KedviFWcCPW1oNiZtZwI7C9ShcD1rAQgrXo3B9WsDuHAOy18dawPn/////P1vAdXEbDeD9W8DiRgN4C1RcwNnYJaq3dlzAskfhehTOXMCLeyx96AZdwPYoXI/CVV3AU+i8xi4rXcCC9iNFZMhcwHxA2ZQrblzAZvfkYaEaXMBqZmZmZpZcwKKY9WIoH13A7lpCPuh5XcB23CkdrJtdwHO2uTE9B13ADCk/qfZpXcBq1EM0utldwDAcCMkCpF3AbCbfbHN3XcAPgPEMGsxcwNO3zOmyilzA\"},\"shape\":[45],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AAAAAAAgWsC4HoXrUVhawFyPwvUovFrAZmZmZmamWsBxPQrXo1BawAAAAAAAIFrA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"7ihcj8IVU8AAAAAAFxBTwP7//78fVFPAAgAAIBGZU8D+//+/Ht9TwAIAAECn8VPA/P///xE4VMD+//9fXjVUwAAAAICYFlTAAAAAwB+EU8DuKFyPwhVTwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[73],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/+jUlc8WWcDsspjYfMpYwLgehetRWFjATOF6FK5HWMAeWcAEboNYwML1KFyPIljAqEfhehQuWMB2a2CrBJdYwPJL/byp1FjA6dSVz/IAWcADAAAAAKBZwB+F61G4nlnA9/cZFw4cWcDH9Shcj2JZwP/o1JXPFlnA\"},\"shape\":[15],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EzY8vVLzYUDDBG7dzcJhQLul1ZA4gWFAw5DVrZ57YUDB+j+H+ZlhQAOCOXr8wWFA43DmV3PvYUATNjy9UvNhQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"SjIqG5BMV8C82jcPOJFXwDqsoRI72lfA0mEj4SgCWMCS9IJNKwFYwGaUVhS731fA5rgV7TugV8B097x64RpXwMZsNHKgoFbAwiZT90AAV8BKMiobkExXwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"PwrXo3AdXsAtweJw5sVewEnhehSu517AuNKkFHR7X8DIgOz17mVfwNUYraOqM1/AW4/C9Sj8XsDc+X5qvDpfwAlLPKBsYl7AU3CxogYHXsBhFhObj2NdwDrIJCNnJV3AFR5tHLHgXMCTUtDtJTFdwLNH4XoUzl3APwrXo3AdXsA/CtejcB1ewA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"3S4012nXYkBf/kP6bbJiQIP/rWRHf2JAVwCMZ9BDYkBp44i1eEtiQBXGFoIch2JA3S4012nXYkA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Wi+NZDdnV8BalvPKCopXwEJ5bp/05lfACo8cJ4o0WMB8K1M3eBJYwMoHMdVztlfA3hdCZpN+V8BaL41kN2dXwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"V6TC2MIiYkCbmZmZmQliQKd+3lSkk2FASyno9pJeYUCX8e8zLh9hQNXsgVZgMGFAvzCZKphaYUCzKVd4F69hQFekwtjCImJA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/P////+fWMBqmxvTE29YwPjzpiIVbVjABtejcD2KWMDmvWplwvNYwCYyrOKNOFnAIsTOFDo3WcCGaRg+IqBZwPpOzHoxpFnAsnd/vFdfWcBTfAqA8f5YwKAHd2ftpFjA/P////+fWMA=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"CQPPvYcNW8AY14aKcfRawICR0JZzu1rArPHSTWJ4WsBmFW9kHm1awL2ReeQPlFrA0MzMzMxsW8ACrmTHRg5cwAMcQpWab1zArFfKMsR3XMD8CS5W1PJbwPzepj/7E13ABMWPMXdtXcDG8BExJRZdwGlI3GPp2VzA3JQrvMslXMD27zMuHLRbwO5jzF1LRFvA+WabG9OfW8Ar7Q2+MGVbwGo6OxkcI1vACQPPvYcNW8A=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"fOMPk5HETEBEysQU9XhMQGy1UDq01kpAlHAM9ry0SkBMi5HhCs1JQAT/ayJWuklAHDECHzg9SkBsl2iF2jhKQBRUhwq8NktArOsgpA/BSkAUE0PGg/NLQNx4qSzj0EtAhNabuC/vTEB8wrMDxJVOQBJBaUTlH1BACvGwpYCNUEASRWlEDQpRQJ47kqCKNlFA2gAlgI4LUUA2pDL0yShQQCy53F+wyk5AxIwdBxE9TUDUGOD8Tn5MQGSyFs2stUtAdNjVJbnPS0B84w+TkcRMQA==\"},\"shape\":[26],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Rk8SEMirV8D8dm4fu2RXwBTiDrO45lbAWogcZ3qvVsASncruDr5WwKIFzoufdFbA5FaGKvlLVsDcL8dRpvVVwBoMpa9EmFXA4JItOIkyVcAaCKVvOLBUwOw8ddk5SFTAVP5qQq4DVMBy8PYnX/VTwH6AuR1MHVTApm0L1rl8VMDA8Fkxps5UwFhr0ag8hlXAhujlVp8JVsAmyMM08XBWwCLc1EUJG1fAkO3llisxV8DOmy049DhXwPznq2k0eVfAHo4c55j9V8C6RzusxEdYwPxlwBewL1jARk8SEMirV8A=\"},\"shape\":[28],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"MkiNpLUMXcCKQVP3fRVdwG9TZIjJRl3AxDXfHJaCXcASGVprjvldwNYaWuv/X17AlSYxFbe2XsAkI5QYt7ZewLMkMQ8VSl7AHDCl76bGXcDJ99QFfWRdwDJIjaS1DF3A\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[1300],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[52],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/P////9/ZsD8/////39mwAAAAAAAgGbA/P////9/ZsA=\"},\"shape\":[4],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"GKcEnMJ1V8C+PQE/65JXwK4d35zbCljAyuqraewbWMAKmpCBC5tXwPJslzsfblfAGKcEnMJ1V8A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AqjzyvaLW8DQPFO3RgNcwAUBSaAxYlzAL3QjoV8uXMC5zrKj7NBbwGAA5lavdlvAAqjzyvaLW8A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"MGGm7V+5OEA4k4ychX02QMCRlsrbuTRA+IlZL4ZqNUBon6ut2M80QFApBd1e4jZAiA7z5QVIN0AwYabtX7k4QA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"aAq9+nBqW8BUa+lzZ7hbwO3/SKCxIlzACIU0MqghXMB542ArAOBbwAaiuZ2svVvAaAq9+nBqW8A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WPSCjSP1V8CgLFN31FNYwMI3Klv0h1jAdhmlL2KjWMCApcpucqhYwFboDjOVVVjAojnHEUgwWMCMQp41y+NXwFj0go0j9VfA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"HKfKLtoDWcBeYoaq8OpYwJ6hkMFzU1nABGaGqsm8WcD2GWvCRUtawJHDFa13DVrAkgz3Z9paWsDSaIaqgV9awCqMRcPf4VnAOsOyY880WcAcp8ou2gNZwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EnUfgNREWkB2xFp8CtxYQHotIR/0UFlAooAmwoaFWUBORs7CnrVZQCqDo+TVV1pAEnUfgNREWkA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"6CZO7ndAMkB4lWBxOIs1QEjkZrgBBzNAkN5UpMJ4MkBgavZAK5gxQDhj7lpCHjFAgK+UZYjTL0CAg0wycoYrQKBrfZHQVi1AcGUZ4lhXKkDgJced0nEmQMAuqG+Z4yRAwEZaKm9XKkBwC3va4W8rQBBu+rMfSS5AwAxxrIsLL0DwPXlYqP0wQOgmTu53QDJA\"},\"shape\":[18],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"sEBZk5dyOUDANKtLUmg7QNDHROW17DlAANOPY0MGN0CQiIWMPxM0QCCjbUGz5TNAMHeu6FZ2MkDIxwM+Nl4xQMivROW7dDRA+EikEW/oNUB4XrUiVOs2QLBAWZOXcjlA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"NAWmj26RSUCMgFd0l+VIQFzoWhF8ckhAHDPZwqFgSECMk6LyBctHQKRr45lcQEdArNbmNkaJR0BUIAIfaWxGQGxlqSxKZkdA5LMn3sMoSEBki8tO60JIQATzMbVwjEhAhFuYGxcFSUCMVMF378JJQDQFpo9ukUlA\"},\"shape\":[15],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"toUgByX8WEAmFcYWgnBYQK6aIOo+vldApuTVOQZUV0BCz2bV5yJXQGISoKaWy1ZAEtpyLsVxV0AWfqmfN/xXQHYkl/+QeFhApijQJ/ILWUC2hSAHJfxYQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"5noUrkfBVcDeX3ZPHnRVwGyCqPsAzFXAfnqlLENCVsB0jV2ierNWwLiuX7AbOFfA3lAxzt98V8C+YwYq43tXwJCEtpxLSVfAcJMYBFa+V8C4ek563wRYwFBUbw1sLVjAKpZbWg0BWMAI+aBns9RXwEaJJHoZk1fAvjQMHxGvV8DoJY3ROhpXwMr9DkWByFbAzMzMzMxcVsCkcD0K1/NVwOZ6FK5HwVXA\"},\"shape\":[21],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[65],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[132],\"dtype\":\"float64\",\"order\":\"little\"}]]]],[\"ys\",[[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"JpLJSZICVMBLjyyTLSNUwEak2loFQFTARGMzTT43VMDnJSn2ADtUwLi7JVmvJVTAS48sky0jVMAUd+GUXhBUwIKj2lrgElTAhpLJySQZVMD3qRTIzv5TwJipFEg86FPAJpLJSZICVMA=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"FxpS0s/fU8AUW/nfluhTwCk1OocD0lPAxDQ6B3G7U8CaTIWFrbdTwJTKNmofplPA/83TZh+mU8DeERgrS45TwCg0Os1UmFPAleKBrmSsU8CQ3+Qx98JTwBcaUtLP31PA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+ck2MAODU8AyIyk8mZ5TwIgxndB5xVPATrBOtRDhU8ByrbH+qwFUwGqBuLi8FVTANG0K8QkmVMDNwl9GFjVUwPnru9WgQVTAXCnGLN49VMChmQO3iyhUwBKxTrU1DlTADC8Amqf8U8DkxPz8VedTwJMgjD++y1PAYo0s2eqzU8CIsusxWZ1TwG6kd1cCg1PAA6HaWgKDU8D5yTYwA4NTwAvlHuU2dVPA+ck2MAODU8A=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"nTV0OhBgUsDWDBgrGGpSwOF5uH7OXlLAzJ9312F1UsCci8kPr4VSwMgy14OrgFLA+C46BxlqUsBiMtcDGWpSwKiiFI7GVFLAnTV0OhBgUsA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4Xm4fs5eUsA5zHCd43dSwMyfd9dhdVLANovJjxxvUsBA4B6fjV1SwKrju5uNXVLASCRjKcJPUsDhebh+zl5SwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"NuySv7v7UcDGUvmlgwRSwPmnTnv9/FHAwWenbVshUsDnDrXhVxxSwFQ7rqfZHlLA5w614VccUsCK0aqKGiBSwF6oTvuPE1LAZrz8/Dn5UcDQv5n5OflRwNQsOk3w7VHAY5OgM7j2UcA27JK/u/tRwA==\"},\"shape\":[14],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"ZpKgMyy9UcBip077A9pRwLr5BhoZ81HA27XCVe0KUsDe9mljtBNSwAogxvI+IFLA2onJD/4eUsB8NxHx6AVSwH54uP6vDlLADd8e5XcXUsBFoRQOqARSwLa4XwxS6lHA9GIK8TzRUcBeZqftPNFRwJK7/MK2yVHA/+f1iDjMUcDa6pI/natRwD5UltzJk1HAWBkpvF5gUcCaSL84RUJRwGdxG0g9OFHA/AcYqxBQUcAkxNPm5GdRwBrZga68hFHAan3ya1SgUcBmkqAzLL1RwA==\"},\"shape\":[26],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[561],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"zczMzMzsSsCdmZmZmTlLwImZmZmZWUvAlJmZmZmZS8D3/////59LwNZciqvKckvAlB9GCI+mS8AHWwhyUM5LwOZetTLhv0vAzEV8J2aZS8CdxcTm44ZLwHt4Xb9gP0vA+6HuA5D6SsAGXVDfMmtKwKdsrS8ShkrAfMcpOpLbSsA+jjulgwlLwJ7ydoTTzkrA7IZtizJ3SsAdwoanV0JKwDUK16NwUUrAw4BSlnRRSsC8zMzMzIxKwM3MzMzM7ErA\"},\"shape\":[24],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"z8zMzMyMScBrZmZmZsZJwDUzMzMz80nAnZmZmZkZSsDTzMzMzOxJwGJmZmZmJkrA08zMzMzsScADAAAAAKBJwPz/////v0nAz8zMzMyMScA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"dhSuR+HaSMAyMzMzM+NIwNajcD0Kn0jABtejcD1qSMACAAAAAFBIwLYehetReEjAwB6F61GISMB4PQrXo6BIwHYUrkfh2kjA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"dKjTOnJlRMCM1cwAoJFEwJRTfuURgETA2NTMAHVnRMBUKiJWDnBEwMwKADT+B0XA4v2LWRk0RcCqnMIpE5tFwH48ljAGeEXAuiKuezrRRcCMEZ1qWcpFwFB7oAdexkXAcrMNqM1YRcCmXLhSTQRFwIjtF3/OlETASOJA2xtaRMB0qNM6cmVEwA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"LL2BgqN1RMDoxLvvfqpEwAInhR+edkTA+CeFH7GsRMD+EDqhj+JEwJA3+fnYHUXACN1pNyp8RcBqLIUfp69FwErR9Vw67UXAnuzdEc/uRcAQ6kDbCh9GwMCSTk/UckbAaAzGxlf0RsB8gaAHii1HwKbhzAAUUkfAJgeMWVpPR8DkQ5YwJSVHwM5Up0EmHEfAxuYGbiXtRsBwY7hSM45GwKwBjFneD0bAbvpR7Mj3RcBgKejoFMdFwH7P9VwOhEXAHifo6KFBRcBOZo/2OuJEwNA8M2fYwUTANg86oWF6RMB6xlgmOj9EwCy9gYKjdUTA\"},\"shape\":[30],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"2jdt1AQUQsBwuB65w5pCwJBQuFJaQ0LAwoeIvENmQsCmWfK/FsdCwOwc6OjM8ELAkDGWMAr7QsDaGEuyN8pCwMb9Yv0B2ULAkmlmmplKQ8C+vB65SpVDwJL9xcaokkPAMGGP9pC5Q8AsYo/2ofBDwIxij/ZxCETA8vmLWWpNRMBQPDNnEqVEwDpORHga2ETAusEeuYO2RMA28bS1EqREwLin0zrIOkTAmPFR7Ff0Q8Ac9O4iIsFDwAqvqt7DkkPAGBiuexpmQ8DyAQA0jwNDwIw6bdTIsELA7NzdEQVbQsAkTRscdURCwJbb3RGdD0LAiBqFH1qeQcA2I1zDuUNBwFTbekivOUHA6jHQncqAQcDOJFzD+6FBwNo3bdQEFELA\"},\"shape\":[36],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"CEolJ/UoNsD4xTnVZGY2wICA9ZA0ITbAsKAXs/qtNcCYHMmXWiY1wKCetOnacTTANOgymwsbNMA4AH4ZuR40wMCvxfrBdTTAfPUJP87MNMAQhsw0exQ1wHhc0240szXACEolJ/UoNsA=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"rEFD/wRXMcAU2CrB4qAxwNQa9RCNJjLARJNvtrlJMsAkFCLgECoywNwLk6mCuTHAjDIbZJJhMcCUsWg6O4ExwKxBQ/8EVzHA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"gxc0sCKOMMDEAHGKJc0wwIyZxSkVAzHAFD2bVZ+jMMBgC/eXGW8wwJh5fbMJYTDA9XcwoC8RMMDARzIoqU8wwIMXNLAijjDA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"cNYymy8RMMCg6UOsIo4wwAhguyOpTzDAcNYymy8RMMA=\"},\"shape\":[4],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"YEwN3HSAMMCg6UOsIo4wwHDWMpsvETDAMMUhilgFMMBgTA3cdIAwwA==\"},\"shape\":[5],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"MNgym2F3MMDU6UOsDJkwwFAUPXL1KDDAGLnZEKDIL8Aw2DKbYXcwwA==\"},\"shape\":[5],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"GJwrySreLcDIdjID5HovwJjH6iGtOi/A0JvxW25WL8CQemxwEMkuwHBwzznEQC3AGJwrySreLcA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[49],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[224],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"eDch8ib3JMA45cucGaclwEiTE37YoyXACNmRL9VoJMAQZ7futeQkwHg3IfIm9yTA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"0KyYaap6JMDYosHFbYQkwIBiVCWuHSPAWNjLnAG5IsBoe5+j81QjwJhY4Ep58CPA0KyYaap6JMA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"8NzLnPG+I8DokU3rWMojwBAuhLuKliPAwHcCbatHI8Dgu+PnY3wiwBiKsLT0zCLAMHRlNmc4I8Dw3Muc8b4jwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"eE6m3TAzI8Cwl4dYkZEjwEg+zznI1SHAIPgnLNijIMAg+Ccs2KMgwLheVCVyPSLAeE6m3TAzI8A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"iKj7Mq5HJMDIi3ZHULgkwMAPYpngeiTAqLDS1s7MI8BwpJhpfpQiwEg3lcwbySHA0PBQiFNQIcDQ7lCIO90gwAhmyP/myyDAgHI82vOLIMBoR0MUbcsgwCgTc6olViHAcGWOkkY2IsCgnl78TckiwIio+zKuRyTA\"},\"shape\":[15],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"eIXqIf0wIMCwGkpOirkgwKAPc6q1jyDAyBYQ4WFpIcBwq28NM9AhwGj+JyzwFCLA4ExDFN0QIsA4AGKZEOogwECnbw0L5iDAeIXqIf0wIMA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AKupej8wIMC4MfiVs0whwNBSfYEJ3iHAcOsWG++eIcBIv7qLxOMgwIhrAm1TeSDA2O9QiM8SIcA4nZhp1usgwACrqXo/MCDA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"SAk5PbWsIMAQI4S7mhMhwECTXvx1OiDA4Geec/AEH8CQzz5H/68dwPCFXcyyRx3AsHWvhHE9HsBYwvT4QAogwEgJOT21rCDA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EAis5ypkHcAwEOZUe54dwAA/GYgetRzAkIY0cFMQG8BQ3Cb8uGUawHDZT1goFhzAEAis5ypkHcA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"ADgZiFYcG8AA8jcNaoIbwIDnmtZZ3BnAkKtWkr3IG8Bw9GBpeWAewNABOA0qGx/AiFvxW9q9IMBwW1Ql7oAhwHgJOT2psiDAgGIryZrAIMDA/mGZsJogwEjUBQrGPiDAIGs7qnD2HsDw2Xi0/5AewDDLZ6MOER/AoIZdzGprHcAg4ib8GLMbwBDr/Z/ZZxvAUPwfwmuVF8CQOiqZ59EXwPC/230PYhnAoBYx0xywGcAAOBmIVhwbwA==\"},\"shape\":[23],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"kINu3YvbGMDA5MMyuZQbwPDyq+fikRjAkNua1tkhF8CwSXUXuccVwJDJicVI8xbAkINu3YvbGMA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"YCRrQK1HG8DA8jcNEq4bwOB+lznLJBrAQOsOsXKaF8AQADHTdI4UwHBh+gJzKxTAwIHityRcFcDACs4JZUQWwLBMnnN4zRjAEOJgafkoGsBgJGtArUcbwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"IM9gaYnpFcCgXIYouj0WwPC9FevnXBfA0CFC5MVVGMDg2sMyYUUZwNCICxQcRBnAsObUQ6oaGMDQ66vnEv0WwDBo+gJDwBXAUMBPWMBVFsAg5A6xogUWwBDV1EO6GhTAEMdgaWEBFMDQHnxR/iAWwOC9T1jI0hXAIHBu3Wt0FMAwEXxRPgcTwLD8pK3VqxDAYGlFgVyYEMCwyNRDekARwODwWS98eBPAIM9gaYnpFcA=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AM84SiqsC8BAIhrF7lMOwCCyFijo2wzAIAbgVw5rCcDgmty61wgJwADPOEoqrAvA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"oJU/hAfACMDgosupJt4OwACOkTwGkgvAIAlDIa7mCsDAH/Fo720LwCBEsMHBJQvAoNGDyMu/BsAgESvWz2oGwKCVP4QHwAjA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AGLRpvv/EcBw0NRD0hATwODMDrFatBDAQH6ph2RRDsDABQm0TbILwMDNrCSLSAjAgBVlQ5DuBcCgGtkdAQAEwECf7ctoPQbAQCzZHfH/B8BAvWGmiesJwKCEgCulRw3A4F/qLhLXD8AAYtGm+/8RwA==\"},\"shape\":[14],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[67],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AGQ6Fqa39j8AbxG1Z2LbPwAkpLjqJ84/AOBOv76X2z8Au6B33WXYPwAgB4IaXs4/AKYblgmh4L9A0wP04Ir2vwAjw6M9l+6/gI5cPZez47+AYHQxKzjxv4DVRPJYyu2/gJpc5gxF+L8AGCYWw3j+v4DkvTUMfQnA4NTVgGo8DMCgyzcNGrwSwPCqPkfHXBXA0N/UQ9KJFsCQyMMyuSEVwCAkx89P2xHA4GQ0cMNnE8DgoNt9V0wSwICnT1gAwRDA4Pn3ohzRDMBAp2GmaQUFwODh96LscwfAsNwfwutjEMAgbZc56xwWwBA5x8+PsRbA0CK2vv6EFcAAP6+EcdYRwKANQyGO9AvAoOeDyGvlC8Dg+3yOfmoGwABIRr5ELQHAgJkzin2m9b8AEO82nL7DP4DdNiKVIOI/ADPehpPy9D+AtNrpHDnwPwDuTm2TAew/gCJIM+ZY7T8AteEjykr6PwBkOhamt/Y/\"},\"shape\":[45],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"gPnkwEAe8j8ARUsiCIvQPwBPOhF3z9Y/AFzG7ggi0L+A149wyvXovwCY11HFzOy/APr8vvIP0b+AFAfjAjDwPwCNrvCW+Pw/YMcxuZJlAUBAgK7wdg76PwCc0BIpp/g/gPnkwEAe8j8=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"8L0V689oF8DQJHxRPn4XwDAPQuQ1JhTAYNuCi4vhEMBghh1ixekMwAAsE4vxZQbAYPYq1u9mAMCAeRG/pc/kvwBO6Pwuccc/QD9jcqWv8D8AcsY7FS39P4CTJ+IeoANAIDcTNGd4CkBgowXAbPMOQJAKwrgU4hNA0OplKVbrFUBwg//CD8IVQJB8Yow7/BRAIO2wp88SEUAA4eY6CbkMQMAkn1kGZQlA4J5yYIjLAEDAMdKMaasAQIA8e70TYfY/gE50LKz24T8ATH5BP8O6P4BUe8JCyOa/ACmkx4fy8L+A9NNdhFvxv0BfQf6XhPy/4BE85zC5AsBgX7qYRW4DwCBoRr6EfgjA8NyCi9s4EcDwvRXrz2gXwA==\"},\"shape\":[35],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"gGG1KgQ+/T8AZymu+t7sPwDSPVyCGOk/ANgGysc7uj8A0rjMGbjpv0Ah5W51zfe/gO3fVz7eA8AAobIhCA0QwGD/lNmcQQ3AsPRqQI1tEMAgY5h2M/cLwGDfSVtrgwvA4CmfsEDzCMCAHlQyv9MLwAD8QiGe9AfA4LLEbzllCMCAePQF5ngHwMBpjHxpfPm/gHQRaNsJ9b8A634NjmjdvwAikwODldo/wPjTr4949T9A/zuQPg0AQIA3MD/Snvo/QHTGOzWc/T/g6kLKE5QFQKBD++hQFgdAgAMabrTRCECAXCRF6CUPQIBi7rF+GhJAsEbMj5yZE0CQooSuecoVQCAfwrigkhhAAFYeSPeyG0CgWbt+U7YbQPCe1mZMsBlAAJtznTDzF0CQUS9ZtNUWQBABsaefoRVAgD7164MQFEAAcSgft90TQMCUIeWt6RFAoFS0RNqMEEBgf5HlG+AJQOAnwXswTQJAgGG1KgQ+/T8=\"},\"shape\":[46],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+MM0Y1TUIEBQvRDUXAAfQCB2Bv3swRxA0J9zneAYGUBgY1i1wywdQECl1mZcJRtAEKZKQdkyGECAsviI8lIWQCD6AmA6pRhAkHAG/WCKG0AQJ07eQ3EdQJC0OTCIVR9AEAYsvO2sHUDwSnAAWtQdQFBLR6QCmRtAcNUy9rrEHEAogyqM5hEgQLj5BM3poSBAIMOXLNJiIUDAWDHGC3sgQHDZ4qo/ByFAOC+bybrrIUCI3eKqV/khQFjT0ZlKhSNA0IqNVXiSIkBQZGszopAhQPjDNGNU1CBA\"},\"shape\":[27],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4AsUcd/JGEAwVi9ZnN8XQHA0mVzJDRtAIOuQ8tRmIEBgIu2B7aUjQDDZqD1viSJAaDkPpN8gIUAg6abQmxceQICBUXtW7RlA4AsUcd/JGEA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"qB6F61E4JEDo//////8jQLhH4XoULiRAeBSuR+G6JEBw61G4HoUlQFDhehSuxyVAAClcj8K1JUCoHoXrUTgkQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QE9JEbyOJEDgT+ZHcuYjQLCH8B70oiJAGOi5TlwLIkCAQw+kPW0jQLgj7YFL9iNA6DNhXLaFJECQtxJBhMMlQLDMwIiZ4SVA0JYqjOaIJEBoEwXNJ3cmQEBPSRG8jiRA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"ALTp5PyhIkCY7JDyKLwgQGDXqD0/IiJA0PTzu3ZeI0CgZPdYqcAkQAhqWiJFvSZAKPIcGMwbJUAweULX3gEkQAC06eT8oSJA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WJ7wHpTIJ0Aowa93FConQOgx7YHVKidAUIp8RPVUJkDYPpvJjHslQNj+kPLM4SRA+J/HwrbPJUDgyYYb6dQmQFie8B6UyCdA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EGogtUxTKECoKVBLnRcmQOCmZPl2nyZAONeXLJ7zJUCodQhqqrckQBh3paD0RCRAKI62sQ2tJUDQwenkpMclQCCNfESh/SZACOyoPcfUJkCYXEkRoJYnQNCPQteSHSlAYCKiA0oSKUAQaiC1TFMoQA==\"},\"shape\":[14],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"8NsjUqEjKkA4sgEwP2koQBg/irizaClAKOZdv83uKkCwPlBLAdwqQPDbI1KhIypA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WPFjYQqBMkDwmg4M8zcyQJDS3nWcejJAqHjs6ZE5MkA4o+Wvbs8xQPBDVu3vFzFAQHrDjS9DMEBAxY1VrtwvQOCRlI/nPy5AACGR8iCoLEAYlGszuG8sQACEWiJPrCxA0GNybXOQK0BYeloivXkqQKCkU+i7/ilAQNcjUscSKUCYw9jTFw4qQPgPuk4YGytAsEYn7yVfKkDQxjudp5ErQOgJgOH7RStAIDh5px63K0AwuiqMwoosQAB45kcADS1A8LqNVWqDLUBI5IYb5cosQIA0Bc0V8S1AQOZMrgzQLkCADSO6G10wQGAnC2/dCDBAaO1jYV2ZMUCIJJeUVoEyQFjxY2EKgTJA\"},\"shape\":[33],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EEIcgGA6MkAw6Cn01PkxQKgUI7pY+zFAKK68U1HyMUCYlNSe3F8yQEitHx1GhTJACGKha8eDMkCYaNvYOm0yQBBCHIBgOjJA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"yJVx1UTeMUBoTZBafLMxQNgyqKWR3DFAuMqkCNk5MkBon6tCXHQyQDi+MC4zhjJAYDziEpN9MkAwXgQ1n2YyQIjUe6wjKTJAMBQjugnjMUDIlXHVRN4xQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4AsSqRrfM0DgKZeU5rYzQFhJHICJ4jNAqMfNZFrhM0CwljdodZ8zQJC1vFPjpTNAsIfDjRNLM0C4+53OLlAzQBisgubjAzNAUJfUnqT6MkBoi/36uJwyQEBdBDWENDJA+KXlrzJsMkBokTdodmEyQGjj74albTJAwD5/SfQ+MkD4pOWvLS8yQDjBzWRIbTJAOP7XO4hIMkB4D4aDO5kxQKg8f0nwwTFAQEhW7YQLMkDY1HusBzcyQPiFYMRGJTJAmEW5tsg3MkBoS/Mj7wcyQDhQkFqxVzJAGPJjYTeqMkDgkTdoq4YyQJh57OkfcjJA4NZ7rB2rMkB437UZBBozQPg5qKXMezNACMpqm7mjM0DIpatCauozQOALEqka3zNA\"},\"shape\":[36],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4BDpTKutMkBw4u+GnDIyQIACdXL3gTJAeK2C5i1eM0BoKpeUL9IzQMheysfrGTRACBfpTNkTNEAI2N51KLIzQHgT6UyBQTNA4BDpTKutMkA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"wN798V4VM0A47IZti+oyQJC12y40DzNA2ET11sBWM0DYDDfg87MzQLi/z7hw0DNAOLVsrS/6M0CYI7n8hyw0QCAq499nRDRA2IOezao/NEAo2/l+ahQ0QBhGCI82/jNAaP5D+u3bM0AQJo3ROoIzQFDudygKdDNAmDI4Sl49M0DA3v3xXhUzQA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4JrJN9ukNEAw5zV2iZI0QKjEILByyDRAwO7Jw0LdNECgPbMkQO00QNiGbYsyAzVACLfRAN7qNED41RwgmMM0QOCayTfbpDRA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"2J/gYkUtNUAIQQ5KmBE1QMCHaHQHGTVACNsWZTY4NUDYn+BiRS01QA==\"},\"shape\":[5],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"mMCtu3lSNUCAaHQHsUM1QACCOXr8RjVAUPZdEfxPNUCQVBhbCIo1QKB1VDVBlDVASIrIsIq3NUAIcm2oGKc1QJjArbt5UjVA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+KscWmT7NUD4sfShC+I1QJByhXe5EDZAqE5AE2EjNkA4+N9Kdjw2QBiazk4GNzZA+KscWmT7NUA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"qIzs6erDNkCYTeISMmY2QCjCvFMdgzZAUC5dJ/ZGNkBo+Cn0aKg1QDCJiSDyNDVA6Jb9+nY4NUBQThyAQQQ1QCAkwPAuvDRAKJFgxKOxNEAIKfpd3Ug0QNjLapvlDDRAuKWrQmbsM0AQ3Husr98zQFAMEqnw8zNA+C00ywDbM0CQjMON0Wk0QPBuPqJQrDRAyEl/SW29NECwaQQ1Uwc1QGDIk/cdmTVAiLofHSaPNUBI8u+Gy9M1QPg60QF+CTZAcKXUnioxNkDgBQGYGWM2QKiPiSAQozZAsKfUniqwNkBIa2f+Iys2QNgEAZiRJzZAiBF1chvpNUDoratCHc01QNDrtRli5TVAEAUBmHc0NkD4IelM1ZA2QCCQiSDCyTZAQHk+oqj7NkA4+4y9KBQ3QJA8NMtIMDdAmFccgAUeN0C4J4aDIRs3QKiM7OnqwzZA\"},\"shape\":[42],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"yCLb+X7CN0DwKFyPwrU3QBjAWyBBSThA6ESeJF2TOEBIWYY41jU5QOBRuB6FKzlA+KNwPQpXOEDIItv5fsI3QA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EKjUnnXKNkBoMPpdd/g1QNgpI7qa0DZAQBXYO2eON0B4lOzp14k4QECsmjGjSzlA+B51cmL/OEAQxx8d72Q4QBCo1J51yjZA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"CK5H4XqUOkDoUbgehWs6QAjXo3A9yjpAIIXrUbjeOkDQo3A9Ctc6QAiuR+F6lDpA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+KNwPQqXOkAYTMPwEeE5QCCgibDhATpAQOF6FK6HOkAwkSdJ1+w6QADXo3A9CjtA+KNwPQqXOkA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"jIEYFxoTQUD4FhX6NedAQBwBZzLAmUBATAUEadDCQEBwwL+kEKVAQBQReEMvWkBAoMb5EaR+QEC02AqjWLtAQLytEd23B0FAAA0+Vun4QECY4UQQti5BQIyBGBcaE0FA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"5Pjy1/bVQUBYwSLudJ9BQDzcCiN9h0FA3G5qTzJ9QUBAiVIEM0lBQHw+1NLPWUFAoL2FtzaNQUAomMZe7JFBQBSwEd2fkkFAvNIzf3+xQUBkQ3GJxa9BQOT48tf21UFA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"5JxjlT3aQUBwyFxbG69BQAgvw0FmtkFAIEqrdlCtQUD0fN4pCpdBQPibYxVmpkFADB2ysKOAQUBAlCkownVBQLAxYPjgikFAwBZ4w9ajQUDknGOVPdpBQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"9PB+fZYdQ0AUB8p71rhCQERYghoukUJAZGFZvltPQkD8V4KakX9CQBTTlkhhjUJA9Mm/JHXOQkDkNMNBLRBDQKxMDsB5BENAFIBBc2oSQ0D08H59lh1DQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"nN8z/+CaRECowktKAEBEQIAHLUW0lkNAiDCJ1MeeQ0BQG9sMDHRDQHykYxX/lUNAnPV+fWwwREBgHD7WmXlEQPQpsrAyc0RAnN8z/+CaREA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"eO5+fS+SQkBEr3SmByxCQCQ6mmXj60FAxL2Ft62RQUDc77jqc1VBQHjl4caaTUFAZHKkvH67QEBArRFdruxAQGSaY5VbTEFAfFxZvh4wQUA8xVzb1PNAQIzxVaFg8UBAHHVB8zKTQEA4awtvSnM/QIB6HICSBz9AAM7UnhFrP0C0JCaL5ChAQKgGoZ8eTkBAvJApKOWlQEDka2rPVM1AQJSIUoTKHUFAXAuhn/ZfQUCo2W1sebdBQPCtdKal3UFAKPVVIXnDQUCcqjq5CadCQPCs1+/naUJAeJBSBOvpQkBgs3SmpBtDQEAB89cquENAHBihnxpIRECAziLu9ZhEQGy6dKZ0sERAWPHhRu3+Q0A41PmRJpdDQISD3qlFFkNAeO5+fS+SQkA=\"},\"shape\":[37],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WNdc24QTRUD88EQQpLBEQCitAMyzykRAdFJxidUgRUB8rwBMZlBFQIxG/S5HgUVAWNdc24QTRUA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"kDRP50gWRkAE6dA1/vpFQITVIu4+MUZA3E03HIyhRUDsgweGgn5FQHQUZzJj/0RAoEw3nOJWRUDoP2D408pEQLTj0DXnyERAoFYOQClIRUAUX0itqKpFQIS0nQLFsUVAgM/oANViRkBQuZ0Cl8ZGQKDtbWxTQUZAkDRP50gWRkA=\"},\"shape\":[16],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"iDxJumZGR0CUsWg6OzVHQFzGv8+4OEdAyAGfH0YER0AMUn5S7ftGQBhj7lpCMkdAGGmpvB1dR0AkKsb5m4RHQIg8SbpmRkdA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"JA8om3KNSECYmPViKItIQNDqVs9Js0hAwAxUxr/vSEBQMc7fhPpIQLDIk6Rr2khAYKHWNO+kSEAkDyibco1IQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QGBxCUhBSECobeXjdy9IQGRkDsCZaUhA2HKCGgqXSEDEMtsM18NIQAzvlshR6EhABHgf0Vr/SECAa6t2AkVJQCyOzZikYklA3K/vurpGSUCYwADMUDNJQDC2KSjDJUlAsETsnZn5SEDYjmrP1bxIQEhoq3b/h0hAQGBxCUhBSEA=\"},\"shape\":[16],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"cMvX7+9XSUA8ru+6+edIQAw02ww3E0lAiL8AzMj3SEB4erwHJ8tIQFR9Wb4QqEhAfLQpqEHHSEDQ7ZbI459IQIjNEd0lQkhAOJdB8wlYSEAkfvb0HRRIQCT7p9mMxEdAxIEwYudTR0B0Tv0uJE9HQMjaIu5NZ0dAPOqWyAbQR0AEObKwSuBHQLQzFXpHcUdAeFKaZbl1R0AgUP0u3bFHQISRpDz30EdAjHlZvlHJR0Cs1eiAOs1HQCSjtU0h80dAyB7K+zEgSEAcLT7W90JIQGyRBwYTkEhAAENPZ/BbSUA4CuLGyqRJQPhtq3bo0ElAqK5ShEzLSUBQRE/nlahJQHDL1+/vV0lA\"},\"shape\":[33],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"uKN2Bh8FS0DUsLVNXA9LQMjarhMIfkpAgP5tbBgXSkCE/m3sVxdKQJD/bezhUUpAbN5LSs2MSkCYyp0Cq7RKQJQuZzLw7EpAKFjDwcEVS0C4o3YGHwVLQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"uKN2Bh8FS0AwnAcGHwVLQDCcBwYfBUtAuKN2Bh8FS0A=\"},\"shape\":[4],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"jLrGXrFfSUCQtsZe+nxIQKjSrhM9p0hAsJ8YF0juR0BoOk/nGWtHQLh59vSmEUdA3IEwYtFeR0A49AqjvvtGQLhmSK0oZ0dAYFSaZdvjR0CobuXj+W1IQKyc3qm9zkhAvOpcW+Z5SUB8TIlUvPdJQJw3PtampkpAtFpg+I3hSkCcYppl3BxLQHRf/S7VLktApJTNmC/aSkDInKQ80V5KQKyCWT7a4ElAjLrGXrFfSUA=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"pFAmi0shSkA8od6pq9VJQISh3qkE6UlAuLspKKxuSkBYE3990PBKQHiM9vQOVUtAOP4z/9iQS0C8EuJGIJZLQLSgpDz9RktAWMHGXgzvSkD4jzDimpNKQKRQJotLIUpA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"RGL9LhTOS0CQq3vgZmZLQGT0XNuzrktAnCiQjtXjS0D8mc2YQg5MQERi/S4UzktA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"OCG56tOOTED4f+XjCV5MQKhommUSf0xAvHqrdgi7TEBkvFKEhehMQPDGKSgH/ExA0GNg+GHzTECgoGrPp8tMQDghuerTjkxA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"1Gj9rkdRTUDUu1KEycZMQIhcJotS2ExAHLxShKfXTEC8ve+6XG9MQAh0DkCl/EtAMFWJ1Hr0S0AIJpCO/09LQIx3SK1wO0tAPAtFEJqpSkDwzDo5CndKQHiSzZioXkpAnGsOwMwMSkDA5SLuQ+dJQFRVYPgLpUlAXLDvugNiSUAUMj7WMmNJQNhdN5wAQElAUNIRXTNZSUCET8PBOh1JQLh4H1HBK0lAVAfiRuH6SEBgeB9RcBRJQKR6H1HhmklAPJ1Bc4e2SUCMKWey9stJQLT60DXm/klAOGXU0pImSkCs9ZZIhWtKQCT3lkhcv0pA3OWFt8SzSkAwW2B4FP5KQPiIWb64TktANFYmiz5lS0CIhryH4odLQBQhVqEVwUtA0AkLo1nkS0DICAuj06dLQLxLsrAzI0xADDVnMntkTEB8pAcG0OhMQEwa4kakUE1AOLcYF4JGTUDUaP2uR1FNQA==\"},\"shape\":[44],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"8K9Bc3r0TUCwwFKEkeBNQMQINP9/+E1ADBeo2UUbTkB0URV6LDFOQCxABOmUJU5A8K9Bc3r0TUA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"qNhfdk8UT0A44PPDCNFOQAyhZ7Pq205AAFslWBwCT0BkVz7L8wpPQECrPldbMU9APJ2dDI4uT0Co2F92TxRPQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"lP+QfvtaT0BQbypSYRRPQPDdH+9VF09AeNCzWfU5T0D0zK/mAHVPQNBOBkfJc09AlP+QfvtaT0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"pIirdinkT0B0L7nqzMtPQGig9vT02E9APN0AzC63T0AUc/2uFKZPQKw/yvsjmE9A5MAYFwx9T0BMZYlU45hPQET/Iu4asE9ARJUfUa2oT0CUbMPB8rNPQKSIq3Yp5E9A\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"7rGn8xBqUEBGj4XR601QQEZcUh7LV1BAwlF7+gNHUECuCZp/ETFQQHrI8vEgHVBAHE8+1mP9T0B4LlnYrQNQQGig9vTs3E9AvBPRtaO0T0AoGwuja9NPQBorvCGFBlBA5JUfUezIT0BcBV1btIZPQAT56ICR0U9AVPVLSkfFT0Beun4XSwJQQIac+auqNFBAFP0lJUhvUEDusafzEGpQQA==\"},\"shape\":[20],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"9kikVi2dUEBgkyKIwnNQQCy44WAbSFBAJFtSHk0XUEAMhQ5A4dZPQDxYFXqJv09ABDNWoWLST0DoA8Ak5/pPQIhN3kO8GVBALjaTRQg5UEDyW1IecEVQQG644eA6WFBAOt6guR1nUEAidZ0czZBQQGJdUh5FmlBAlhHU7NpuUECm7BTUs5FQQLbvsUqbf1BADoMR97ahUED2SKRWLZ1QQA==\"},\"shape\":[20],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"tOsX7IbJUECWSKKXUcZQQLpGPUSj5VBAol/NAYIJUUBiRQ2mYRJRQPZL/bypAFFAiGfQ0D/lUEDcT42XbtxQQLTrF+yGyVBA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"vNqK/WWlUEAodqbQeZVQQNwIxOv6w1BAaqgY52+6UED4FaQZi35QQGoYPiKmYlBA2CWqtwZcUEC2FFeVfR1QQK6BrRIsEFBAXHZPHhYSUEBqZmZmZihQQHyIRncQO1BAtl1ortNWUECOhLacS2FQQMIbmUf+WFBAnCl0XmNvUECE42vPLIdQQPSYgcr4d1BAKH8w8NxZUEAi4yCMsz5QQITD2jesPVFA1szMzMwMUUC2JEBNLc1QQLzaiv1lpVBA\"},\"shape\":[24],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"isUZZuRGUUCeL2dZczBRQJJwkonXQ1FAYtJQRtg8UUCIme4YmllRQDgKLCNxbVFAgCnmwy+JUUDSo8W8CndRQN5RDZ6Fa1FAgsJKqFxfUUCKxRlm5EZRQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"akK0dgHhUUDEHXjAQrVRQBgwlhsiy1FAakK0dgHhUUA=\"},\"shape\":[4],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"59RDwEK1UUA6ZqAy/rFRQBQ2PL1SxlFA0lYJdQHhUUDglaYaIstRQOfUQ8BCtVFA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"IqtbPSe5UUDEHXjAQrVRQGpCtHYB4VFAJObLC7DjUUCafLPNjeNRQEi7Cik/0VFA9Pi9TX/IUUAiq1s9J7lRQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[932],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WoY41sVHUkDWc9L7xilSQE6mCkYlPVJAloeFWtMcUkAeTWcngz1SQAI7cM6IKFJAztKHLqjpUUCyogbTMARSQLSACdy6RVJApqDbSxpPUkDSCgxZ3URSQHZn7bYLK1JAtuHplbLsUUA0+grSjL9RQG5Qwkzbn1FA6Ch5dY6BUUCS39v0Z2VRQOwhGt1BYFFApvyk2qdHUUCc8e8zLjBRQA7Xo3A9OlFA8FG4HoVLUUDgQexMoUdRQFq4HoXrMVFAZO/+eK8mUUDIbJBJRiJRQKwrn+V5QFFAUrgehetRUUAQN+Dzw0pRQEQK16NwfVFAHGPuWkKEUUDU1VbsL49RQNiuQspPjFFALHoZxXKXUUBoZmZmZqZRQAZNhA1PoVFApGH4iJiiUUB8YTJVMLpRQPgk6ZrJ01FA4nGKjuTSUUDed0Xwv+NRQLSEfNCzE1JAEjz3Hi4tUkB+aRg+IlRSQFqGONbFR1JA\"},\"shape\":[45],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"fhSuR+FaUkB2PQrXozBSQEAK16NwXVJAZGZmZmZmUkAsXI/C9WhSQH4UrkfhWlJA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"2mgQZJJGUkAAAACA4zRSQP7//z/BNlJAAAAAIBs4UkACAABAgC9SQP7//79iM1JABgAA4FJVUkAAAAAgXWxSQP7//z+fcFJAAgAAQLlpUkDaaBBkkkZSQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[73],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+tozSwJ2UkBC5zV2iWhSQHQ9CtejcFJAtEfhehReUkAsgv+tZD9SQKRwPQrXI1JACNejcD3qUUCqrdhfdtFRQMKnABjP1lFAkmfQ0D/vUUByPQrXoyBSQITrUbgeNVJAqLlOIy0tUkDeo3A9CldSQPraM0sCdlJA\"},\"shape\":[15],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"NBfxnZhNUkCaUtDtJU1SQLDc0mpIVFJAHMVyS6tXUkCc3je+9nBSQAZtOZfidlJAItv5fmpeUkA0F/GdmE1SQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"rn86U2gxUkBwQTD8kgFSQG6T6Nr1A1JAoJ6/fi08UkDcIA7a/ltSQB5RpNYxd1JA/LDQT6KIUkD4sNDPZoZSQPgugrTUdlJA3NHy8dY9UkCufzpTaDFSQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"lpmZmZnZUUAGMUJ4tLlRQPYoXI/C1VFAIKz/c5j3UUDCmgMEcwxSQKaMf59xQVJA8FG4HoVrUkDe+X5qvJJSQFwM5US7nFJA7DhFR3KPUkAApdqn44tSQE47/DVZeVJAuFhRg2leUkD0Zz9SRE5SQOh6FK5HIVJAHq5H4Xr0UUCWmZmZmdlRQA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"vLkxPWHFUkDcY+lDF6xSQGhrfZHQsVJAKre0GhLLUkDu/xzmy99SQBIfEVMi1lJAvLkxPWHFUkA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WLVtRri+UkCU/E4B6aVSQPx6AOatqlJAvI+uLV67UkDIUqRWLthSQODlAwNs6VJARHhjr/nSUkBYtW1GuL5SQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"XLpJDALkUkAYrkfherRSQEhenWNAtlJAJIoCfSKnUkAOFoczv9BSQAgWhzO//FJAqNkDrcAIU0AKCObo8QVTQFy6SQwC5FJA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"tEfhehQuU0CWXaJ6axBTQHSiXYWU71JAAAAAAADAUkDYhy6ob7lSQFYGR8mrw1JAZLpJDALpUkACX5hMFeRSQFb1udqKFVNAgMucLosTU0AqhnKiXSlTQDAwZHWrJVNAtEfhehQuU0A=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"dBA7U+gMU0BMB+v/HPZSQAgv+grSAFNAhi9Mpgr+UkC+BrZKsN5SQJRp+1dWwFJAZmZmZma2UkBa7/54r5pSQM7yPLg7mVJArmg6OxmuUkBqZmZmZspSQJxqn47HwlJA+EpZhjjOUkAWO1PovAxTQEhCW86lHlNAemfttgsJU0CaUtDtJeNSQPiImBJJ3lJAqsq+K4IbU0C8XWiu0zJTQEAOSphpK1NAdBA7U+gMU0A=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"lmXvFByuUUD+7XfdfqhRQHymlmLPsFFA7M/y8TnNUUBKuKdzYt5RQKqu0M/zAFJArKT5K68OUkCqRc0ylTFSQEa3Cr0paFJAzLqn8/xvUkBguAq9KKhSQMYKw9s1xVJApIl0QADnUkAYDMPbHhBTQExGMHwZHFNAgHbGeNMzU0D4LuX9IzxTQKbtPTDeIlNADkYw/PMOU0C02yxfN+9SQI5q71Sy0FJAcvUUlMeTUkB23MmVUFVSQKarM9nCF1JA3JLoGpniUUCWZe8UHK5RQA==\"},\"shape\":[26],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"eiFxo0NGU0A6bO/UrjFTQMC6Cj3TMVNAzjGCNMYcU0A8OLyhvARTQLQc1OxB9lJA2ryn8wznUkCW7D1wPORSQF4t5f3f3lJA2nEpwr/sUkBKAew3MvJSQDhkteex7VJAOgSJ7o7VUkAszbiEFLtSQNJY3kMRqlJAWBSaP1GcUkD2nCIIGaRSQL6LEfc9mlJAOj32jhuZUkAsCsPb/qBSQACCOtOdtVJA6tePqMHYUkC+HNRsffhSQDy6Cn1uFFNA6N/JlT8cU0Bw2Y+oETBTQGpiGDFUSlNAeiFxo0NGU0A=\"},\"shape\":[28],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"7MXhYExpU0A+IXEjIDhTQFT7sQrsIVNA4s64hMseU0CurzPZZwNTQHBkteeZ+VJAOO09cHUHU0A47T1wdQdTQH7IfhdUN1NAHBs3NshgU0AQp1x15F9TQOzF4WBMaVNA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[1300],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[52],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Lm6Yn609UUDQYyuCsT5QQADp4ZAvvlBALm6Yn609UUA=\"},\"shape\":[4],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4K2WokdhU0BA2o8ocl9TQOrW8vGGY1NAJCmrkGp1U0Bop1z1enRTQASuluKYaFNA4K2WokdhU0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"MpZL5JtsU0B+zBvOMFpTQIp3xnjcblNAzma1Z0SDU0D0oCIIyolTQNIU/cjDf1NAMpZL5JtsU0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Jmx4eqV2U0CcwK27eVxTQGSFlJ9Ua1NA5hwDstd7U0AmpaDbS5BTQBxpqbwdnVNAWK7wLheFU0AmbHh6pXZTQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"bATst4amU0BK7KD5CppTQLC10A8bmlNAZhX9SDyjU0DucYxLZrZTQICoXPV7s1NAbATst4amU0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"JB/U7KSDU0AMe2MvcHZTQNAsSIdNhVNAUrIzmVGdU0B+NIK0zbdTQNrUVTs/tVNAUIY6EwOxU0BYw0SqxZpTQCQf1Oykg1NA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/rhtxsiUU0COGzc2FXpTQA7lZgw3gVNA/KdcdfeVU0CG9nddV5hTQKAmDtpaq1NAdukDA8a6U0C2KqtQTdNTQMr6FBSVylNAXl3ewzqzU0D+uG3GyJRTQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EF70FaSTU0Bs5/up8XpTQNplMbH5zlNAfEDZlCvWU0BKrMWnANJTQHa70FynrVNAEF70FaSTU0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+v3UeOnsU0A8WP/nML1TQLYubqMBpFNAinssfeh0U0D6CS5W1GhTQIrDmV/NM1NABk2EDU8xU0AkwoanV1hTQF7TvOMUb1NAIKz/c5iBU0BumnecordTQDSP/MHA6VNAqHprYKsAVEDGJmvUQ+pTQGxXIeUn61NArIdodAcBVEAwK01KQQNUQPr91Hjp7FNA\"},\"shape\":[18],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"wvh33REaVED69NomnANUQABlGDEk4VNAev6xypnZU0BMb+/URuRTQGx2KULp9VNAwC5IRwj3U0COc4zLaBRUQAIKiS5IJlRAWAbsN+QWVECe9dqmDipUQML4d90RGlRA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"TCVxowYjVEDObFJelhpUQDoeN3a7FVRAmuAs3zoLVEBmQ/bOpgBUQAKZS+TSD1RAvJzoms0jVEA22vJxvyVUQOK0MxlnMVRAzAbsNy0yVEA2Ts2y7iBUQCTQG05BMFRAxNO4BM86VEAY0BtOyCxUQEwlcaMGI1RA\"},\"shape\":[15],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Pm8qUmG4U0AQT6+UZbBTQD7qIRrdwlNApu+nxkvbU0B+3/jaMwlUQB45C3vaFVRAzt7gC5NBVEDKuriNBlBUQIb7OnDOL1RAxN1Zu+3xU0A+bypSYbhTQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"CNejcD3qU0BqgQTFj9VTQOyuJeSDwlNAiBvw+WGSU0BG9nr3x41TQBJvZB75lVNA5GdcOBCwU0DEpDFaR8dTQHJN845T2FNAfppattbXU0CwwTQMH+1TQJaSV+cYClRAktkgk4wmVEBAfxMKETpUQC5XeJeLPlRAqvsApDZNVEBYFOgTeVBUQKKSOgFNLlRAbK5xu5ggVEAcrkfhehRUQAjXo3A96lNA\"},\"shape\":[21],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[65],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[132],\"dtype\":\"float64\",\"order\":\"little\"}]]]]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p9671\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p9672\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"MultiPolygons\",\"id\":\"p9667\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_color\":{\"type\":\"value\",\"value\":\"#efefdb\"},\"fill_color\":{\"type\":\"value\",\"value\":\"#efefdb\"}}},\"selection_glyph\":{\"type\":\"object\",\"name\":\"MultiPolygons\",\"id\":\"p9673\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_color\":{\"type\":\"value\",\"value\":\"#efefdb\"},\"line_alpha\":{\"type\":\"value\",\"value\":1.0},\"line_width\":{\"type\":\"value\",\"value\":1},\"line_join\":{\"type\":\"value\",\"value\":\"bevel\"},\"line_cap\":{\"type\":\"value\",\"value\":\"butt\"},\"line_dash\":{\"type\":\"value\",\"value\":[]},\"line_dash_offset\":{\"type\":\"value\",\"value\":0},\"fill_color\":{\"type\":\"value\",\"value\":\"#efefdb\"},\"fill_alpha\":{\"type\":\"value\",\"value\":1.0},\"hatch_color\":{\"type\":\"value\",\"value\":\"black\"},\"hatch_alpha\":{\"type\":\"value\",\"value\":1.0},\"hatch_scale\":{\"type\":\"value\",\"value\":12.0},\"hatch_pattern\":{\"type\":\"value\",\"value\":null},\"hatch_weight\":{\"type\":\"value\",\"value\":1.0}}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"MultiPolygons\",\"id\":\"p9668\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_color\":{\"type\":\"value\",\"value\":\"#efefdb\"},\"line_alpha\":{\"type\":\"value\",\"value\":0.1},\"fill_color\":{\"type\":\"value\",\"value\":\"#efefdb\"},\"fill_alpha\":{\"type\":\"value\",\"value\":0.1},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.1}}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"MultiPolygons\",\"id\":\"p9669\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_color\":{\"type\":\"value\",\"value\":\"#efefdb\"},\"line_alpha\":{\"type\":\"value\",\"value\":0.2},\"fill_color\":{\"type\":\"value\",\"value\":\"#efefdb\"},\"fill_alpha\":{\"type\":\"value\",\"value\":0.2},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.2}}}}},{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"p9683\",\"attributes\":{\"data_source\":{\"type\":\"object\",\"name\":\"ColumnDataSource\",\"id\":\"p9674\",\"attributes\":{\"selected\":{\"type\":\"object\",\"name\":\"Selection\",\"id\":\"p9675\",\"attributes\":{\"indices\":[],\"line_indices\":[]}},\"selection_policy\":{\"type\":\"object\",\"name\":\"UnionRenderers\",\"id\":\"p9676\"},\"data\":{\"type\":\"map\",\"entries\":[[\"xs\",[[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[52],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[1937],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"K7n8h/RLZkCBa2CrBERmQMe7XMR3NWZAr8E0DB8pZkBvF5rrNCxmQDnJyFnYPWZAg8XhzK9RZkAhEvdY+lZmQCu5/If0S2ZA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"LSizk5XTZUCnmPBdisplQCvqqDyksWVAGZG2sDmgZUBbCC4oWpRlQGVyMcW7oWVAnwWRcem6ZUA1W+ZGNcplQIkTBUxYyWVAX0rV9U3WZUCbt3WJytdlQFtb5sZk0mVAOQL0ukW7ZUD59xyXXrplQHUQaBXO3GVAPUc4v0jnZUBLczHF1NRlQMUaPzks4mVA37d1iarnZUBHfgjpZQBmQNHCTK1BEGZA3Wa9qlgcZkCjrp7lDSFmQFtB/lEUHmZAUasBr58mZkDzGKICDj9mQIXi0ZjKSGZAk9HAB4xQZkADttjSVEBmQJ+kx8EKLmZAseHRGGwYZkDn7kXzq/5lQAMieWbi+WVAPTYnbnHrZUBBcJSOxeplQC0os5OV02VA\"},\"shape\":[36],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"oXwI6aagZUBZva/2jZllQEt1znscg2VAp7LY0lt+ZUDN3tEYO3JlQM/oqLwAZGVA+zbEJMxQZUAB6Ki8XjVlQLtslI5hHmVAWTInbrgJZUCta5ROfOFkQAl5COlK0GRAY4PfDKnVZEC53NGYcPhkQH/gbs8pDWVAVdP6dKIqZUB7FKICmzplQHt0zvu7U2VAdx95puxlZUADIxZdfm5lQFdkverfiWVAo0KbSJCiZUBfzsCHwpZlQB+pAa8gp2VAJ1Ss2Qu8ZUBXVKzZ88dlQG8C9Drsx2VAr6LHQau+ZUCza/dX6adlQKF8COmmoGVA\"},\"shape\":[30],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"5/7zOgn7ZEB1s3UJ8OZkQNN8pZ/C5WRA2SAWXXzwZEDn/vM6CftkQA==\"},\"shape\":[5],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"5WRaYXLjZEDLwOnjIdRkQOuonqXL1GRAc4PfjGHZZED9wOnjCeBkQAU8/hGk6GRA5WRaYXLjZEA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"8dg0ItfjZECdZFohM9NkQOu8TK31uGRAQ6ieZbiuZEDbSw8jpKBkQCeC3wy4jmRAm8nAh/KAZECrLIo3YIVkQBvb0diNmmRAPQtoFS6vZEDnsnVJEsZkQG8gFl2u12RA8dg0ItfjZEA=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"3YDfDM9DZEA3WyA0Wz1kQA9U5sY7KmRAc+riqWY2ZECHz/q0wUxkQN2A3wzPQ2RA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Y3YIacI1ZECP3G7P9ShkQFcFy95wHWRAn3xCVo8SZEBBBcteORlkQM3EI9HwMGRAY3YIacI1ZEA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"r876dEUbZECrfEJWCBZkQH18QladC2RAH98Lhn72Y0ArjVPnevRjQJtFcqwu+2NAi98Lhs0OZECvzvp0RRtkQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"aRI/OQD8Y0ArjVPnevRjQHflRXM92mNA/RTc74TLY0C14ai8wcZjQDv9kHHB0mNAwwdoFUfkY0CRNGFbW/1jQGkSPzkA/GNA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"FTqbyDqxY0B30zTieqRjQH9i99dekWNAO1ggNLmPY0AjoAFv3ZxjQN9R5obcqmNAFTqbyDqxY0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"W8+XKyl8Y0CfZZSOo4BjQKdGDyOHcWNA90JybANiY0CHYffXUVhjQO3Ybk/hVGNA33Wln3NQY0CVrHWJVVdjQIP0VgRYZWNAg+p/IDNzY0Bbz5crKXxjQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"kythW/rxYUCNVL3qG/NhQKPZqDy18GFAzQWighPlYUABc0LWteNhQNvVC4a822FAd0ZJkIPZYUBzBaICfdBhQPnAXT6ZxGFAl/ctqMrDYUA9io1Ut71hQAOi2NL7tWFAJxazU/e6YUAzckJW1LRhQPd4fMOisGFAvZcBL1a0YUAhONU1B7JhQGExm0h4tmFAd9ioPL6sYUDbsuljxahhQBWldYlGomFAIwEFzAOcYUCpGFBK44ZhQJVVWqFWaGFAW5YBL3ljYUC93eKpuVJhQEvC+vSzSWFACx6KN5MyYUAvISduFyJhQP8q/hFyCWFAmwGiggHwYEBDg/Cdt+1gQJMI3C8V+WBAI29C1nsCYUBDBT+5xv5gQB+w6ePFCWFAxYoqi+wVYUABOXKscx5hQK0nYVvCD2FAWfQtqEQIYUAH0gsGP/xgQCtJgz2N6WBAsSZhW7fVYEAV6VYElMxgQNe4wIegsWBA60eDPaCgYEC73X9gbotgQD+qTO1jemBAp6pMrdSRYEBRVffXaJJgQDmB8N2Fd2BA84Dw3SZnYEBjdhn6xFNgQAsrm0jfRWBADX1T59xKYEA9ul2+bzxgQC/tkHEbLWBA9Zc7HOMzYED7Jv6RiR9gQMmCjZSCC2BANqwoHX/zX0BC7M8qN8RfQE5L/CNJpV9ArijaASSJX0C2/31yAohfQHIJVRbka19AQnNYs+JqX0CmYUeitEpfQKYIVRZGO19Ali0Ub00YX0DGgmnEhxBfQNpEX+1K9F5Alo/dHjXgXkAWPiWA//ZeQNJwWDPD215AcvVDBc7AXkC6y+d1BJReQBaVFwxYkl5Acvt9cnePXkAiUNPH7WleQFLHSj+XWV5AytdbUMw2XkCG7qbOiPNdQMYuTtwo0F1AdvTgOzi/XUBCV6prgrVdQFrpCRixjl1AZmMeRkJcXUCGPV/tpEpdQOq3cxuLLV1Aaqn/wKH8XEDu4mxhc91cQOYiFO90qVxAaiIUb2uOXEAetXOblYlcQIL1Gqkjb1xAHkQ2kfp1XEDGEANeP21cQHZiu3whYFxAWmK7fC9ZXED2VEeiBWhcQK6LFwwpblxAoizrktWNXEA6jBcM545cQCKW7i/2e1xAPgYsujhcXEDOnCid0HFcQAaBQGixVVxAxrcQUo9eXEDmafXpIINcQCJSqusbi1xAHmdYs3SnXECmtXMbFqlcQA58BvuPwlxALnXMjc+/XEDWiXpVTMpcQGIWoJQi7FxAqg9mJ07zXEAeDMnweutcQIY4wja97VxAvgHyTOPiXEDS1PiGHMNcQBbw4Du3wVxAHpG0Qh7kXEC2MojJAShdQFroCZjpUl1A5kH8I5mBXUAOszmuXaBdQBplHkZ4wF1AuuPPKiHTXUCCBvJMMvldQEakKB0jJV5AShLJ8CVTXkByqcVTt4teQD71QwXos15AgoUG+zfqXkBumrRC2gFfQCaGBnsvDl9AhifaAaxFX0AG4fiGhIlfQLbvbGGVxl9Am/2hwrUHYEC5AT85JTFgQPNv30xxamBA+7769DeJYEAn75BxtJ9gQLvNbs/DyGBAOwQ/ub/CYEC1mjscodNgQB2sTK2n52BAG6xMranmYECbvV0+pv9gQMFJg/3nC2FAs+McF+YfYUD3TSA07jlhQAWIjdR7PGFA729C1h8wYUBvbKWfRithQAFKg32KGmFAv/GQcQM3YUDJhPBdpEZhQOdKg/1hTmFAiVG9Kt1DYUA1ERZdpmJhQFdSvWpfcmFA6Sz+kc95YUATBKLCv39hQAvYqDxvlGFAq4bwHWmzYUAh43/gtMVhQAGmdYna12FAW4RT54TzYUC5OdW1ig9iQM3MNOIHIWJAoYG2MBAcYkCZ8vM6qy9iQA9WvWosSmJAMcDAB4JdYkB5+i0oN2xiQPMjine/iWJALfiQcZCtYkBnrRLA6b9iQMcTeaZGvmJAoUMPI2jCYkABTubGgMpiQHv18zra1mJAe5lkeFbgYkA3vyPRAetiQMnrHBex9mJAe82Xa2YOY0DZ77nNhxxjQF3zVgTeImNAqw4/OTciY0ArAcve2SpjQGGGtjBjMGNAzewcFzkyY0DfpDsc+SJjQBGeAa8uJWNAK4a2cFskY0BnT+bGXRtjQIsR3G9aAmNAGRgWXX7zYkBPFHkmydxiQOuVx8FF12JAdd2oPHTPYkAfWL3qecJiQDUQ3O+0tWJA5ycn7kKpYkBTgBl69ZZiQAdUIDQmm2JAB+Pi6a6FYkCdRawZE29iQP8KPzlmTGJAGYnwnQlCYkBLqxJAIUViQJuFU+dxPGJAORizk2I0YkDdNjg/hy9iQDcReSa0KGJApdqovP0rYkD9c0IWoxxiQIP1kPEJEmJAc3NC1oH9YUCTK2Fb+vFhQA==\"},\"shape\":[224],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"LYa2MHskY0Cnq3XJoyBjQB/zVgR7FGNAhcZd/q0HY0BrS0mQPfpiQLPCwAdc72JAE21rMhTeYkDvCaKCL9ViQG/yVgRM7GJAJ1m96oD+YkBX5eIp/gxjQAULogJwFGNAybVMLXkaY0AthrYweyRjQA==\"},\"shape\":[14],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"g0tJEHP/YkBf9vO6MgpjQG9qzvvWCmNAI9TRmGAEY0Df5OIpNvFiQFuFtnC79GJAfV/3l97iYkArZjHF1tliQHs5OL+Ux2JAkVta4XjEYkDvNZtI4b9iQNNe99cOu2JAdeocl4ypYkCjlMfB24xiQCv087o0imJAW28IaXucYkCD8VYEuLZiQK/PNOK3x2JAsygnbiTYYkD1UYP9pOliQEMi7QCx7mJAg0tJEHP/YkA=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[67],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"3S4012nXYkAVxhaCHIdiQGnjiLV4S2JAVwCMZ9BDYkCD/61kR39iQF/+Q/ptsmJA3S4012nXYkA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"q9qoPLwsYkDlc0LWzBdiQIuBtnD6FmJA5VhaYXEpYkDDiPBd0i1iQDHUbk+MQWJAM38Z+jlVYkBLRazZ2VtiQKNuCOkQcmJA3+Li6T99YkAPaM67jYBiQKsIogKEi2JAK5EqC0CJYkC94uJpDnZiQJGJ8B0TXWJAbeV/4KZLYkCr2qg8vCxiQA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"zwIFDCD9YUDvJ8RkkuRhQCNoa/L2vmFA98o0ooC1YUD7w/p0LaxhQPOF8J38iWFA37gjUSl6YUCT7/M6kH5hQNk31TUnomFAI/5nVZGzYUA1z9EY4uVhQCOqEsDoAWJAC1laYWExYkAL3kUzRCpiQH2BtjChE2JAzwIFDCD9YUA=\"},\"shape\":[16],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"V6TC2MIiYkCzKVd4F69hQL8wmSqYWmFA1eyBVmAwYUCX8e8zLh9hQEsp6PaSXmFAp37eVKSTYUCbmZmZmQliQFekwtjCImJA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"iX0Zerz0YUCzRklQh+dhQIMTFt1Y6GFA/73Ah0TdYUCFBaIC9NRhQFd5fEO2xmFAZx3tAGzTYUB9U71q17VhQIHHl6sCs2FA4TtybMLFYUCnCD95WMRhQFE41TXxvGFAW/5nFZfAYUBvvcCHBb1hQJ9rCOnxwmFAC+DiKe3XYUCB8fM6K/BhQMf7yl4S8WFAEZ87nODRYUC7uiPRkOVhQOdK5sbuFGJAiX0Zerz0YUA=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EzY8vVLzYUDjcOZXc+9hQAOCOXr8wWFAwfo/h/mZYUDDkNWtnnthQLul1ZA4gWFAwwRu3c3CYUATNjy9UvNhQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"g7kjkT6fYUCfPg8jtJ5hQFsPeaZOvGFAQyfEpEG9YUC/VlqhzqthQJuTZPjIiWFAIybEpER8YUBj5RzXwIFhQE8pYRulbWFA6XoZenFbYUC3sOnjfyxhQAf4yp4pF2FAx6/pY671YEAn2EUzd9NgQHt3GfrDk2BAJyVhm0t8YEA1WzFFHFxgQJcF3G9TS2BAKVBaIRItYECNSSD0ETpgQHkMFl1TTmBAGwI/OXpGYEDbsyNR9lVgQJ0aijemamBAQ/wETACAYEDnLjh/jl9gQN/nVkQEhWBAKfbK3uOqYEDj7PO6iuJgQKviHBff42BAdYPwHWD5YEB/K/6R9iZhQLfTC4Y3X2FA3xEW3RqIYUDNH4o3xZhhQEFFSVAxk2FAg7kjkT6fYUA=\"},\"shape\":[37],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AxntAG7UYECLB9xv7rxgQK+WnmXGr2BAYzPVdZSdYECLqkyt4ItgQOc5D6Oei2BAixuKt3mgYECFv/r096hgQAnK0dhfuWBA28Y0YoLGYEDbq0wththgQAMZ7QBu1GBA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+WqlHzDXYECNytGYQ9dgQMMfJ+78z2BApx8nbkrJYEBjJmHbm8NgQGdPvWq5xmBA+WqlHzDXYEA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"q6ISQBVPYEB7pa823ytgQFlnpR9ZBGBAcjEUb4f5X0C3T1rh5hJgQLP6BMz3JGBATVeUjrI/YEB/dhn6tlpgQKuiEkAVT2BA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"08M0IgYWYEC1T1qhBhNgQA36BAwiAGBAvjvrEqz7X0CqVtPHbuZfQO7NSj+R2V9A6rJiCpPsX0Cngo1UMwNgQLnURfMoDGBA9m4eRvT9X0BDHCdu2ANgQC+NZLhZFGBA08M0IgYWYEA=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"bsBzm+YbX0Bu3FtQqkVfQI5zWLNBe19AwiKglPO9X0BqZ+TYf9VfQAqhUXlDvV9AcpZ61UKpX0C2lXrVnHxfQGJogQ+FRV9Alr3W5P49X0CqtZx3uP5eQGJLmVoz415A/szndXDdXkB2XKprHuVeQG7Ac5vmG19A\"},\"shape\":[15],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Dkz8I/PPX0BO1ISsCsBfQKKtxVNMf19AOnf1acOLX0Ae/eC7/rdfQA5M/CPzz19A\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"PkTCth2YX0DOF8nwn5NfQO7nMvRAjl9ABkr8I2BaX0AehGlEK15fQJaNQGjvMF9AkoYGe34mX0CenVF51fVeQA5qHkY2315ABslKP1C8XkBen+6v/ZNeQIrVvhngel5AOsEQ0niFXkBWBlUW1bReQM6SetXy0l5AVil3uA3nXkAOARspmA9fQNaFBvsT/F5Adj4lABEOX0Dm/n1yYFlfQJaOQOi4a19AZk2ZWklXX0AiWHD+NXVfQHJHX+2XjF9AchtmJ2WiX0Ay6DL0n55fQD5EwrYdmF9A\"},\"shape\":[27],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"wvSmzilgX0C6OOsSiU5fQGqQ3Z4SEV9AEldw/jA4X0DaTJlaBjlfQMYOj4NcE19AVnX16WEdX0CK8AmYpjBfQDIn2gFRM19AQhMsusFRX0CGm7TCGEJfQKZaDbXCQF9AwjyISSRyX0DC9KbOKWBfQA==\"},\"shape\":[14],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"XjVOXGRPX0AO6s8qOURfQFZ4kiD2BF9AGrH/QF27XkCudZIgrWpeQIK8c5uwOF5A6hDJ8EgCXkBO5M8q3fRdQN5ou3yy1F1AGjLrEpXLXUB6cpIgI7FdQErqCZgDxV1A+leq6+zfXUBunO6v1OldQDrnbGF7111Arko2kfryXUAOME7ckBteQM7CrYj2GF5AzqpiiowTXkDOjN2eOz5eQLrvps57OV5AnjslgKBnXkBWGQNeU19eQEYndzg/b15Ailuqaw2uXkCuBVUWIY9eQDLuCZg5qF5A2v8aqWPKXkAqfswN8cpeQEbISr9mkV5A8j/CthedXkBWfMyNh2BeQD7PhKzdmF5AzhoDXqe0XkA+pyididBeQILaW9DL1V5A+mDk2HNeXkDWALjf5TteQJK7c5udAl5AKlxHorcLXkAO6WxhoUNeQLZUcP5Grl5A5tpbUN/rXkDi1CFj+BtfQF41TlxkT19A\"},\"shape\":[45],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"TthbUJBUXkDifmnE0C1eQM7CrYj2GF5AKtdb0FUSXkCO3ZW9j/hdQKJRcH7w+l1ASqCL5oEEXkC24TL0GiReQIKM3Z5fLF5AYrKc93k/XkDm8kMFeyteQAbsCZg7KF5ADp7urxZIXkBCb1izN4JeQG6EBnv3ql5AlsWtCG+7XkCOJdoBE9NeQD4tFG/0BF9AIvrgO5oLX0A6N+sSuvZeQE5gR6LR/F5A/m9Ys+GsXkAO+OA7kpBeQMJ1kiClbl5AcmSBD1NgXkAKBVUWa2peQA4yTtwlkF5ALpxReQChXkCGutZkJ4teQJpvWLOQlV5AWk02kb6PXkCG/hqpAXxeQE7YW1CQVF5A\"},\"shape\":[33],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Xpq0QuD+XkC2pIvm/ARfQP7uCRie1V5AHhhmJ+3fXkAKA7hforxeQMrglb2StV5AWoQGe4KlXkCSwRDSUpheQNqVF4y8v15ATuGVvdXTXkCO+eA74udeQF6atELg/l5A\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"opQXDIx4XkCe/hqpdIJeQG55L1fpfV5ASoBpxCqAXkCGCfJM0KheQEZ3kiB0xl5ATneSoLHHXkBiQ1/t9p5eQKKUFwyMeF5A\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"3n3MjdO5XkCW/hqpeIBeQLahi+bdVV5Asks2EcQtXkCiUXB+8PpdQEIldzgp+11AYjTrkklQXkBai0BocrBeQN59zI3TuV5A\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EmSBjz1LXkAKgGnEx3FeQN62OS7hfF5AXvCmzq5fXkC6XEeidSxeQKIePcvLBl5Aml/k2BUOXkAaFWYn0C9eQBJkgY89S15A\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"nsAQ0sBhXkCiJnc4h0teQBK1OS6zFF5AmnvMjV41XkDSDiy6x1BeQJ7AENLAYV5A\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"IsOtiMwtXkDOvxDSoTFeQJIboJQ/G15AesyErJ75XUDaMeuS8L1dQFoKj4PhEl5AIsOtiMwtXkA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"BnnMDUugXUAeK7Gl4sFdQA78Gqkj7F1A8kaZWrzgXUCGoiidML9dQCKDozHDmF1A8hs9y4ZqXUC+01tQJ0tdQAZ5zA1LoF1A\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"2mMeRgp4XUACjXrVF4NdQN42JQAMVF1AppO0QnN4XUBiSTaRkqddQOZnu3wknF1AjrpzmxXHXUDu1VtQpMtdQC4x65JAll1ALuymzhlsXUDiRJlaLWldQFobPctLSF1Anv9UFmguXUCWh92eIA5dQNoLyXDY3FxAJnhpxGWmXEAqtXObDo1cQKbu4LugbVxAlgxmJ7g/XEDG9rffAPNbQNp+QGiv11tA5l+7fM7KW0C+Q9NHWplbQB48mdpyaltAbgEsumxEW0Aeay9X+DxbQP6JtELhRVtADhM9y5pkW0A2Sg01ioRbQPZGcH5TjltA1g0DXhbDW0AeNMK2Au1bQAKsOS5cBFxA6uMJmHJQXEDKOV/tXHBcQO7JIWP+nVxAGiMU71i3XEBGdswNDgBdQOJQDTV6CV1ApgksuikiXUBii3rV1yNdQMq4c5tiYV1AptC+GZ1eXUAyZ7t89XNdQAZUDbXKv11A2mMeRgp4XUA=\"},\"shape\":[46],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"6p2L5pl5XUCeAFUWc2hdQN7dMvRbRV1Atq2cd14vXUBGdC9XxlFdQI5ggQ8bfl1A3pvurxjIXUCWm+6vOLhdQPYOyfCtkF1A6p2L5pl5XUA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"fibrEucnW0D6XLt8KB9bQPI2/COdBFtANpKL5vXQWkAq1c8qToNaQMJjkiBkV1pAsrZKv/WRWkAKE9oBEJ1aQOryt9/GEVtA8lLk2GQsW0CelIvmXltbQAqPUXmDpVtAxtcydGnhW0BuxISs0SNcQL59ozG+XVxAGtsy9CCkXEDGQplaJ+1cQLr5t9+mnlxAWjz8I6Q+XEDGQjYRWSdcQN7FIeOcsFtAnmJYs4KiW0B+JusS5ydbQA==\"},\"shape\":[23],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QqP/QLWVW0AGj1F5haRbQNaqOa6kwFtAPlXk2FayW0BmhHrVio1bQJKvc5ueR1tAeux98hMoW0AqNF/t7ilbQJqDetVpXltAQqP/QLWVW0A=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"krnndVR0WkCSqNZk4HZaQKZ1ozHzhlpAyryErNBnWkDy5OA70zhaQO4Q2gGHIlpAsv/I8K0XWkBmhLTCsABaQLbVbGEC3FlAhjzTR6j1WUB+zjL06sRZQFq5hKzjn1lApuu33xxqWUB+sEo/DSlZQNqy53Vq7FhAyp05rh/JWECCmZx3oJdYQPbVpk4IX1hAUkiBj/X7V0Cy9cjwwNJXQCJLHkZg2FdASulUFiMbWEAO2UMFU0tYQJ48DTXGbFhA8pJiinymWEBG5RqpFL5YQNaMKB3h0FhAZifCNhYJWUCKpnObwjlZQIoe6xKLWVlADsqVvf6JWUAex/iGZKVZQP7cps6Q91lA9hcU73YtWkCSued1VHRaQA==\"},\"shape\":[35],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EnUfgNREWkAqg6Pk1VdaQE5GzsKetVlAooAmwoaFWUB6LSEf9FBZQHbEWnwK3FhAEnUfgNREWkA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"toUgByX8WECmKNAn8gtZQHYkl/+QeFhAFn6pnzf8V0AS2nIuxXFXQGISoKaWy1ZAQs9m1eciV0Cm5NU5BlRXQK6aIOo+vldAJhXGFoJwWEC2hSAHJfxYQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"spetCPRNVEDWpSHjyWhUQIYuquttclRAvoac93lTVEDeWaMxrzVUQBIfNpF1CVRAUnconX3sU0AirviG1vdTQOpVBntLFlRAspetCPRNVEA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"VrgeheuRUUCmcD0K16NRQJqZmZmZoVFAjutRuB5lUUCmcD0K1ztRQPJRuB6FN1FAskfhehQuUUBO4XoUri9RQFa4HoXrkVFA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"fOMPk5HETEB02NUluc9LQGSyFs2stUtA1Bjg/E5+TEDEjB0HET1NQCy53F+wyk5ANqQy9MkoUEDaACWAjgtRQJ47kqCKNlFAEkVpRA0KUUAK8bClgI1QQBJBaUTlH1BAfMKzA8SVTkCE1pu4L+9MQNx4qSzj0EtAFBNDxoPzS0Cs6yCkD8FKQBRUhwq8NktAbJdohdo4SkAcMQIfOD1KQAT/ayJWuklATIuR4QrNSUCUcAz2vLRKQGy1UDq01kpARMrEFPV4TEB84w+TkcRMQA==\"},\"shape\":[26],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"NAWmj26RSUCMVMF378JJQIRbmBsXBUlABPMxtXCMSEBki8tO60JIQOSzJ97DKEhAbGWpLEpmR0BUIAIfaWxGQKzW5jZGiUdApGvjmVxAR0CMk6LyBctHQBwz2cKhYEhAXOhaEXxySECMgFd0l+VIQDQFpo9ukUlA\"},\"shape\":[15],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"zGVvvzsHSUA0VF6ujOdIQCR5HQeSxUhATC2fVeqYSECEfld0h25IQBzGOO8qbEhAVMjVJZwlSEAslKLyPO9HQGSDkeGqAEhAxB/IsUHaR0CkyHJc63BHQPyaeZb3J0dArEQkQb7vRkAciGiFWcBGQHxJXq7zeEZANBUreyc5RkDULHb5/idGQATyCFlG+0VAdHC6PYAFRkAMzUkAwB1GQIyT3F9xO0ZApEv75OkvRkBUQCRBvPJFQHz/fDNk8kVABLBhS3a3RUAU/nwziaBFQHwxsGY+rEVAPPhCxlDZRUCMjj8pw+FFQIT1pY8VBUZAHCc8jLJqRkCMW2+/arRGQDSlUDooJEdA3CFl6EGMR0AkoRbNG8ZHQLzRrMki90dA9J95ljZGSEDcfld0WYVIQPz9CFnCt0hA5JBohdK/SEDs987rJONIQHzqWhGC7khAnDh2+RfWSECEXjVSKO5IQMRz45miGUlAhD0TMEUwSUBUnT8p/zxJQMzWrMnUG0lAzGVvvzsHSUA=\"},\"shape\":[49],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"JDb75MlJQUDsAMixZ9VAQHSEswM2eUBANFtXdLdmQEBUE3b5ql1AQCQqwXfaIEBApFMdB8I+QEDcE3b5an1AQHylOO+fAEFA7C3Bd5/8QEBE36WPTfNAQCQ2++TJSUFA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"sEBZk5dyOUB4XrUiVOs2QPhIpBFv6DVAyK9E5bt0NEDIxwM+Nl4xQDB3ruhWdjJAIKNtQbPlM0CQiIWMPxM0QADTj2NDBjdA0MdE5bXsOUDANKtLUmg7QLBAWZOXcjlA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"GL5E5TGzN0AAeQCh1YM3QFAbN3EpvDhAGEvNbZi5OEAgX0FIPSo6QCiFAKE9SjpAMIad17m+OUCwFWDN6sQ5QDB8Y2pnBjlAMBk3cSU/OEAYvkTlMbM3QA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"MGGm7V+5OECIDvPlBUg3QFApBd1e4jZAaJ+rrdjPNED4iVkvhmo1QMCRlsrbuTRAOJOMnIV9NkAwYabtX7k4QA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"6CZO7ndAMkDwPXlYqP0wQMAMcayLCy9AEG76sx9JLkBwC3va4W8rQMBGWipvVypAwC6ob5njJEDgJced0nEmQHBlGeJYVypAoGt9kdBWLUCAg0wycoYrQICvlGWI0y9AOGPuWkIeMUBgavZAK5gxQJDeVKTCeDJASORmuAEHM0B4lWBxOIs1QOgmTu53QDJA\"},\"shape\":[18],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"ACN4uW4KL0Ag2DN1woUtQJA1mtt4eytAMAl4uVIkKUDgpK6JrNwoQJBAcX9JpytAkN4KGaOrLEBwDmeoMTMuQLAkFfCqni5AMCpPXQtSLkAAI3i5bgovQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QGYHfEhhKUBADrIm570oQDBrtcPNziVAIMWnT0sWJkBAzqdPEy4oQEBmB3xIYSlA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"wKrQq4ZrIkAAetflg2shQLCrp0/rUSBAsEreH8nGIECAoDN1StsgQCCn0KsmnSFAgMlVl/xtIkBg9rEmy1YjQGAWNxK1niNAwKrQq4ZrIkA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"cKozdboeI0DAZO8wrsciQHBKQen0fSFAwGpjC6MWIUBw9euTK40hQJDhoBWidSJAcKozdboeI0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QK1p+z8KCMBgjIgEktgQwMBLbRw9ChTA4J2xYLUlF8CA1+STlJkYwEAuEY16lBbAQA6MoXhYFsBgGTrpITEUwMDjo+xe4BLAANmS24FUFMAA1ZLbbWATwABJVU1ACg3AwLVAn2CPB8DA9K0/lLwIwECnNkzrURLAAFwbZH4UE8BAWVXRruMQwEBe4fa1ERXA4Fjh9v3vE8BAj3A1nVELwGBN4fZtPRHAoM1HXTQbF8Dg891Z5/oUwOAk6DCHKxLAAM1An4jwDMBA2//3cqYHwEDZc9KD6wPAAPxW0lcz6b8AlLBnVZzhPwA+WgKmMvc/AFzHohnP8D+AQr3LtfX4P4C8+tWM5/o/AP5PvhkU3j8ApOPAd63HPwCqW+wQjdu/gONG0QDX8b/AI2ZeGa4AwAAwG+C38wjAwCTJJ4nCAcCAetaTNln/v4B8NsikcAjAwASdsplLEMBArWn7PwoIwA==\"},\"shape\":[44],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4LmIBMonG8DA+qPsxiEYwMA0dFaiyhjAgOOS29WlFsDgsU6Xde8awICNG2TmSR7AwPkG+O2nIMDgivJJhmAjwIDRcPsiVSLAMHIKlUT0I8Cwn3c1jB8hwOC5iATKJxvA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[132],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QIyWunMELcCQ0jYv9iowwJjgcJxyzDHAIA/NK40OM8BQ2MJUh5M0wFCeG0eKIjbAsLKPIYimN8A4YDrMgFM4wNDAPWk4OjbASFrXAjUvNsAI7vzBffQ3wDAUk75KxzXAuK6PIVLDNsCgJ3tzBvkzwFA2Kbv/pzLAcFuFSmDLMcDQj5a61dEtwNA1e9IuOCvAwC5qwbF6LcBAjJa6cwQtwA==\"},\"shape\":[20],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[932],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"JJFQGc+TRsDEEgJ+2FRHwHyNefVgE0jAUBDIEI9USMBQEMgQj1RIwKTvpW5Kp0jAFHaRQAL1SMCgc/QJqy5JwAABGsnjfknAcO5rgTPtScDcIgJ+dv5KwJiyxHMGFUvAnMcP8g1tSsAsfsuttT1JwIyiJz12MUjAaK84TspAR8DQ/fBstXBGwFgjTXyoqkXAPHw/CKyvRcCwhhastr5FwNBXgK/d9UXAJJFQGc+TRsA=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"FNnmFSgRTMDUtcTz08xLwODJcrsXtEvA3KEWLHzvS8Bw2uYVjF5MwBxrqYvprUzAYL9hqiYyTcCA3EnfpZ1NwFxuqYv2ZU3AwEZN/LG1TcA8ExrJDKJNwCB8uhyhqUzAyKIWLBogTMB8uGGqRqVLwLC2xHOt/0vAnJY/iEyzS8BwXW8eyB5LwDTbIIMe+0rANAHgW+cWS8A86zEUv8JKwNiDyy3aiErAaG4d5vRSSsCMOE38tHpKwBDgWnAGi0rANKRQGZzkSsAAA32S/7xKwMyeFqykPEvAHIGRwLJ3S8Ac5lpwROlLwAQE4NtZvEvA9FP7Q1ESTMBwuMRz32VMwBTZ5hUoEUzA\"},\"shape\":[33],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"cGZmZmZGTcAoMzMzM5NNwAgAAAAAAE7AnJmZmZmZTsCQmZmZmVlOwNTMzMzM7E3AODMzMzOzTcBkZmZmZgZNwPz/////30zAcGZmZmZGTcA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"qH0dZjrJTcCwr7NiGE5OwAiqefXJkU7AZGc1MQ7xTsAsZOJ5aQJQwOBwud2PklDA2pV4dndvUMDalXh2d29QwDZQNHI9H1DA6Nhyu7AgT8AkslCZbxROwFTy9ybU7k3AqH0dZjrJTcA=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"POF6FK53TsC49Shcj3JOwCwK16NwjU7A0KNwPQrXTsAIrkfhetROwKCZmZmZ+U7AuPUoXI/iTsA84XoUrndOwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"7MySADXnTsCUAwRz9OpOwOg9XHLcbU/A0MBWCRYLUMDArBdDOSFQwJhrJt9sy0/ApOsX7IYlT8DszJIANedOwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[65],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[73],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"nBgEVg7VT8AwgVt38wBQwE6FsYUgGVDAlnecoiMJUMCo9KEL6m9PwFQQdR+AQE/AzHdi1osBT8D4kH77OnhPwJwYBFYO1U/A\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"PAQcQpUoUcAsdy0hH1ZRwGAVb2QekVHATJs4ud+lUcAQs14M5cZRwO4k6ZrJG1LAwrEubqN1UsCUpzrkZqpSwGo0gLdAUlLAhlrTvOMQUsBuj6UPXcBRwPonuFhRfVHAsln1udpOUcAUTWcngwlRwOIJSzyg0lDArLFLVG+9UMDKzMzMzJxQwAIAAAAAYFDALjMzMzNDUMDKzMzMzJxQwPz/////71DA+v////8PUcAoM6KfkyhRwDwEHEKVKFHA\"},\"shape\":[24],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WnqQAdNlUMDmMq8GXXFQwILh9mcTklDAWjSvhnHGUMAGg8rug89QwA6l7FDJy1DAlgB8U2WmUMBygcruN3ZQwFp6kAHTZVDA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"to8EXBklUsAWr4mHJUxSwHZu4rmPWlLAjsbUxS4yUsBaMNhiqjJSwOLMDrNuFVLArjN12XksUsC2Z6hMxVxSwJ4dKtusl1LAxC47bFCdUsC+jWclCXtSwLyhFW0XXVLAku8w1Qo2UsAYAEKm1hdSwNR2ud1U7VHACrv9IRfqUcBGCRkKndlRwCKHyi7/v1HAapQ+ydWqUcAeOK/GGKFRwIKhsuOGiFHA9uiT3vx8UcBIzatp72dRwL71B3mOSlHAugm2wB0sUcAuhMouWRRRwEbk9mfNM1HAkLHDNEdQUcAyvzdPN05RwCYVjWQ7cVHAjuX2J9p8UcDW5fYnuI1RwCiRoRKhs1HAMItnZZblUcBEelZUl+1RwLaPBFwZJVLA\"},\"shape\":[36],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"CKNP2uIcUcD22R9Eby5RwExmRcO+Q1HApOFZsVJfUcAm7DBVXW5RwMbD1EU1kFHAFH3zyh/LUcAigZCBee9RwCJYNDI47lHAiK2JR/vxUcDe5/YnyARSwIQ+TL29TlLAzMfUxZx6UsDMx9TFnHpSwDw2ddnOwFLAYgbfnAy9UsB2kQScKYxSwBT6Bzm2RFLAjMXUBYH5UcDGcH8w1xhSwAqOBFzbxFHAoPYH+Wd9UcCanBXtMTJRwG74pO+lIFHA1B1kiF0VUcAIo0/a4hxRwA==\"},\"shape\":[26],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"1rLsUH3rU8BK8fbnmSdUwK7dSKDiWVTA1q6yYymRVMCm1HH8qqBUwKql238f0VTALJXKrs7xVMB+xWArvg5VwKxRhqqcHFXAsPJZ8WQ+VcDQi/OKAiNVwJ59f3BWA1XAAKM+ySn6VMBYqXg2pd9UwCZCElCosVTABM03T+FyVMDalmcl4YpUwIBtC1aKdFTARJ8+SR8hVMAugLkd6w1UwFZ4f3A90lPAYoXzShKuU8CQwv2h5p5TwGKSZ2XJiFPAyHkcp4dfU8CMSYZqckVTwHJsqMxZcFPAmiZkyLYUU8DqNnWZnuhSwNjgH8SKvVLAViRkSPySUsDc92rCZItSwMZD6fPEu1LA0Hccp/LqUsCuPa9GSeZSwGrs9qd0DFPAzMOaWIYhU8C+znH8XklTwG5i0SiSf1PAIn65XTyWU8Aqf7ndA9JTwNay7FB961PA\"},\"shape\":[42],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"ppDyk2r3UsCsutVz0s1SwIqsbvWcxlLAGNnO91PHUsBYQ+IeS/lSwCTeyDzyM1PAlDF3LSFPU8DU2cngKD9TwKaQ8pNq91LA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"vq/skMM5U8A0ucM0xwxTwMaC8wpiF1PA3tEOM2I5U8DY3OVWdGRTwBLM1AUIc1PA4luXO++NU8BW61kxnZVTwPRX+oQGcVPALl40sjRNU8C+r+yQwzlTwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"7ihcj8IVU8AAAADAH4RTwAAAAICYFlTA/v//X141VMD8////EThUwAIAAECn8VPA/v//vx7fU8ACAAAgEZlTwP7//78fVFPAAAAAABcQU8DuKFyPwhVTwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"BAAAAABAU8DC9Shcj3JTwP4lcOtuclPA+ihcj8JVU8DufeNrz1ZTwDS7Jw8LS1PABAAAAABAU8A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"pp6T3jdiU8C+9Shcj2JTwCRcj8L1eFPAZvLNNjeMU8CAREyJJJpTwHQbDeAtglPATLgehetxU8CmnpPeN2JTwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Dq5H4Xp0U8BoZmZmZnZTwGo9CtejoFPAFoXrUbi+U8AG16NwPbpTwA6uR+F6dFPA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"1KfjMQPRU8AGUfcBSOFTwLLOMSB7+1PAnpSCbi8UVMDAjzF3LRdUwFT/5zBfBlTAzh3EzhTqU8DUp+MxA9FTwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Rk8SEMirV8D8ZcAXsC9YwLpHO6zER1jAHo4c55j9V8D856tpNHlXwM6bLTj0OFfAkO3llisxV8Ai3NRFCRtXwCbIwzTxcFbAhujlVp8JVsBYa9GoPIZVwMDwWTGmzlTApm0L1rl8VMB+gLkdTB1UwHLw9idf9VPAVP5qQq4DVMDsPHXZOUhUwBoIpW84sFTA4JItOIkyVcAaDKWvRJhVwNwvx1Gm9VXA5FaGKvlLVsCiBc6Ln3RWwBKdyu4OvlbAWogcZ3qvVsAU4g6zuOZWwPx2bh+7ZFfARk8SEMirV8A=\"},\"shape\":[28],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"uPmT3lJKVcD4q3j2kHhVwJwZGYpkjlXA8oa5nZOWVcCWCQj5NM5VwMyysiN5d1XAmKt4dn9hVcA+euI5bQZVwCYWGYr2xlTAXhxT9wSjVMAW9ZPebD9UwFZhNPKeBlTAWpVnpU80VMDmtOyQa2NUwPwXtsAWaVTAsmfRqGeyVMCM2Q7zfPhUwPhsbl+yHVXALt6r6XI+VcC4+ZPeUkpVwA==\"},\"shape\":[20],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"amiR7Xx5VMDOOqqaIHhUwFoTRN0H0FTADEEOSpj/VMDutMNfk/FUwCjfbHNjxFTAamiR7Xx5VMA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"5noUrkfBVcCkcD0K1/NVwMzMzMzMXFbAyv0ORYHIVsDoJY3ROhpXwL40DB8Rr1fARokkehmTV8AI+aBns9RXwCqWW1oNAVjAUFRvDWwtWMC4ek563wRYwHCTGARWvlfAkIS2nEtJV8C+YwYq43tXwN5QMc7ffFfAuK5fsBs4V8B0jV2ierNWwH56pSxDQlbAbIKo+wDMVcDeX3ZPHnRVwOZ6FK5HwVXA\"},\"shape\":[21],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"SjIqG5BMV8DCJlP3QABXwMZsNHKgoFbAdPe8euEaV8DmuBXtO6BXwGaUVhS731fAkvSCTSsBWMDSYSPhKAJYwDqsoRI72lfAvNo3DziRV8BKMiobkExXwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Wi+NZDdnV8DeF0Jmk35XwMoHMdVztlfAfCtTN3gSWMAKjxwnijRYwEJ5bp/05lfAWpbzygqKV8BaL41kN2dXwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"GKcEnMJ1V8DybJc7H25XwAqakIELm1fAyuqraewbWMCuHd+c2wpYwL49AT/rklfAGKcEnMJ1V8A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WPSCjSP1V8CMQp41y+NXwKI5xxFIMFjAVugOM5VVWMCApcpucqhYwHYZpS9io1jAwjcqW/SHWMCgLFN31FNYwFj0go0j9VfA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"oiPdm3PpV8CIEeZCeRBYwLxEGXasI1jAJKt/3BJKWMDKE9f9941YwJroibO2uljAUgcPnwjzWMCYLIShoptYwGi1VoCDZ1jAvPnc1T8RWMCiI92bc+lXwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"VkaetdG+WMBL12ArlBtZwNf6gs0NbVnARFR1mSqVWcBEVHWZKpVZwBhXEtBRc1nAB2cjISQyWcAcxU8apttYwHioZ2WtjFjAyLTb//U+WMB2PGSI0gxYwHxpXY5tMljA7Nf9oZ94WMBWRp610b5YwA==\"},\"shape\":[14],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/+jUlc8WWcDH9Shcj2JZwPf3GRcOHFnAH4XrUbieWcADAAAAAKBZwOnUlc/yAFnA8kv9vKnUWMB2a2CrBJdYwKhH4XoULljAwvUoXI8iWMAeWcAEboNYwEzhehSuR1jAuB6F61FYWMDsspjYfMpYwP/o1JXPFlnA\"},\"shape\":[15],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/P////+fWMCgB3dn7aRYwFN8CoDx/ljAsnd/vFdfWcD6Tsx6MaRZwIZpGD4ioFnAIsTOFDo3WcAmMqzijThZwOa9amXC81jABtejcD2KWMD486YiFW1YwGqbG9MTb1jA/P////+fWMA=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"HKfKLtoDWcA6w7JjzzRZwCqMRcPf4VnA0miGqoFfWsCSDPdn2lpawJHDFa13DVrA9hlrwkVLWsAEZoaqybxZwJ6hkMFzU1nAXmKGqvDqWMAcp8ou2gNZwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"07fM6bKKXMAPgPEMGsxcwGwm32xzd13AMBwIyQKkXcBq1EM0utldwAwpP6n2aV3Ac7a5MT0HXcB23CkdrJtdwO5aQj7oeV3Aopj1YigfXcBqZmZmZpZcwGb35GGhGlzAfEDZlCtuXMCC9iNFZMhcwFPovMYuK13A9ihcj8JVXcCLeyx96AZdwLJH4XoUzlzA2dglqrd2XMDiRgN4C1RcwHVxGw3g/VvA+f////8/W8DuHAOy18dawEIK16NwfVrAjsL1KFwPWsCPW1oNiZtZwM/Cnnb4hVnALQlQU8uuWcAId2fttkVZwIkkehnFPlnAoFCIgEOyWcBNH7qgvh1awILogvqWMVrAr3yW58FZWsDczVMdcqFawD8BTYQN4VrAhp0pdF4ZW8CI2JlC5+tawOGMKO0NDFvAZoe/JmtAW8Dot68D53pbwOuC+pY5w1vAcDjzqzkcXMAUAYdQpapcwNO3zOmyilzA\"},\"shape\":[45],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AAAAAAAgWsBxPQrXo1BawGZmZmZmplrAXI/C9Si8WsC4HoXrUVhawAAAAAAAIFrA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"CQPPvYcNW8BqOjsZHCNbwCvtDb4wZVvA+WabG9OfW8DuY8xdS0RbwPbvMy4ctFvA3JQrvMslXMBpSNxj6dlcwMbwETElFl3ABMWPMXdtXcD83qY/+xNdwPwJLlbU8lvArFfKMsR3XMADHEKVmm9cwAKuZMdGDlzA0MzMzMxsW8C9kXnkD5RawGYVb2QebVrArPHSTWJ4WsCAkdCWc7tawBjXhopx9FrACQPPvYcNW8A=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"aAq9+nBqW8AGormdrL1bwHnjYCsA4FvACIU0MqghXMDt/0igsSJcwFRr6XNnuFvAaAq9+nBqW8A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AqjzyvaLW8BgAOZWr3ZbwLnOsqPs0FvAL3QjoV8uXMAFAUmgMWJcwNA8U7dGA1zAAqjzyvaLW8A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"PwrXo3AdXsA/CtejcB1ewLNH4XoUzl3Ak1LQ7SUxXcAVHm0cseBcwDrIJCNnJV3AYRYTm49jXcBTcLGiBgdewAlLPKBsYl7A3Pl+arw6X8Bbj8L1KPxewNUYraOqM1/AyIDs9e5lX8C40qQUdHtfwEnhehSu517ALcHicObFXsA/CtejcB1ewA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"MkiNpLUMXcDJ99QFfWRdwBwwpe+mxl3AsyQxDxVKXsAkI5QYt7ZewJUmMRW3tl7A1hpa6/9fXsASGVprjvldwMQ13xyWgl3Ab1NkiMlGXcCKQVP3fRVdwDJIjaS1DF3A\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QtYVZ4lNXsC8M6Xp/5lewJPNPoPKp17A99Dbf8qnXsBkuy1y3GdewBLtYKXcDl7AfcahErLSXcB2wgRcWK5dwL2Jl3XO+l3AQtYVZ4lNXsA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"L9yy3aPgXsDsIPdhCvtewL/dst3tOl/AmpbRYo9aX8BGFYMHUnBfwCj0YOV6rF/ANefsyr/TX8DSgeofeAtgwGQKcwg6DmDA/tY/FeYBYMDNOKVp68FfwJVhAXlmtl/AGa8coR59X8BZSLa662lfwCOm4jPTAF/AL9yy3aPgXsA=\"},\"shape\":[16],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"kGOe789jX8C/da8AvqNfwHMrMc8e0l/A2C7Oyx7SX8Cgq38qYXpfwJA5QmClJ1/AkAxJWgoCX8CQY57vz2NfwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"GHF0YriWYMCaCdaXwqVgwHBz2VSrp2DACFjxX7+hYMC9urqJmZFgwAwJ1hHGhWDA42RllH1yYMDW+mG3umVgwFo1z1eVgWDAVPQn6v93YMAYcXRiuJZgwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"y5KHuTMgY8Au0y5HhARjwDADxcMSEmPAWTNbwFEnY8Cm0JGwaDhjwHom58V4VWPA+oUTX4ZQY8DyLCGzKUBjwMuSh7kzIGPA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"thoS91hxY8DihEIEHGdjwFwz+WabWmPA1A5/TdZZY8As+64I/mFjwIspkUQvZ2PAOo20VN5sY8Axdy0hH3ljwKznpPeNe2PAhBd9BWl9Y8B63/jaM3tjwDgyj/zBgGPAmOfB3VmCY8DIWdjTDn1jwI65awn5fWPA0IIXfQV2Y8C2GhL3WHFjwA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"MnxETImCY8DwPVxy3H9jwDIvwD46iGPA4UVfQZqTY8CIhVrTvJZjwLLSpBR0lmPAoDL+fcaSY8B6eqUsQ41jwDJ8REyJgmPA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"nFCIgEOYY8BxJTs2AqhjwKJKzR5oqmPADfj8MEKZY8CcUIiAQ5hjwA==\"},\"shape\":[5],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Inu9++O0Y8DHckurIb5jwH77OnDOwGPAlmWIY13JY8A0dy0hH8hjwE5sPq4NxGPATxWMSuq4Y8BP6WD9n7ZjwCJ7vfvjtGPA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"pNORcKnmY8B8uKnbb+9jwChgt+/gB2TAPek/+NcnZMBMJK24YmNkwMCpmArQdmTAwKmYCtB2ZMC0xICfIWJkwBllVIbgYGTA+peHORNOZMCgJkpPFSRkwKTTkXCp5mPA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"RCYZOQvrY8Auz4O7s+tjwAK8BRIU82PAPMeA7PX3Y8DfwyXHnfljwApQU8vW7mPARCYZOQvrY8A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"U9BXg4iyZMAEQZXtlLVkwA3bLif4zmTAOa81oZHuZMAW4miUJdtkwDiTTSwrxmTAU9BXg4iyZMA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"OL+pu2l3ZcD73S7HUHllwH5ObLGycWXAyODL/XtVZcB8MoQ8TEllwAhb4CvxMGXAtaVevbMYZcAH0lfjDxZlwLeRsBXXNWXA501sMbdPZcAy2pFwqWNlwDi/qbtpd2XA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/P////9/ZsD8/////39mwPz/////f2bA/P////9/ZsD8/////39mwPz/////f2bA/P////9/ZsD8/////39mwPz/////f2bA/P////9/ZsD8/////39mwPz/////f2bA/P////9/ZsD8/////39mwPz/////f2bAAAAAAACAZsD8/////39mwA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/P////9/ZsD8/////39mwPz/////f2bA/P////9/ZsD8/////39mwPz/////f2bA/P////9/ZsD8/////39mwPz/////f2bA/P////9/ZsD8/////39mwPz/////f2bA/P////9/ZsD8/////39mwPz/////f2bA/P////9/ZsAAAAAAAIBmwPz/////f2bA\"},\"shape\":[18],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/P////9/ZsD8/////39mwAAAAAAAgGbA/P////9/ZsA=\"},\"shape\":[4],\"dtype\":\"float64\",\"order\":\"little\"}]]]],[\"ys\",[[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[52],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[1937],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"rEFD/wRXMcCUsWg6O4ExwIwyG2SSYTHA3AuTqYK5McAkFCLgECoywESTb7a5STLA1Br1EI0mMsAU2CrB4qAxwKxBQ/8EVzHA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"2jdt1AQUQsDOJFzD+6FBwOox0J3KgEHAVNt6SK85QcA2I1zDuUNBwIgahR9ankHAltvdEZ0PQsAkTRscdURCwOzc3REFW0LAjDpt1MiwQsDyAQA0jwNDwBgYrnsaZkPACq+q3sOSQ8Ac9O4iIsFDwJjxUexX9EPAuKfTOsg6RMA28bS1EqREwLrBHrmDtkTAOk5EeBrYRMBQPDNnEqVEwPL5i1lqTUTAjGKP9nEIRMAsYo/2ofBDwDBhj/aQuUPAkv3FxqiSQ8C+vB65SpVDwJJpZpqZSkPAxv1i/QHZQsDaGEuyN8pCwJAxljAK+0LA7Bzo6MzwQsCmWfK/FsdCwMKHiLxDZkLAkFC4UlpDQsBwuB65w5pCwNo3bdQEFELA\"},\"shape\":[36],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"LL2BgqN1RMB6xlgmOj9EwDYPOqFhekTA0DwzZ9jBRMBOZo/2OuJEwB4n6OihQUXAfs/1XA6ERcBgKejoFMdFwG76UezI90XArAGMWd4PRsBwY7hSM45GwMbmBm4l7UbAzlSnQSYcR8DkQ5YwJSVHwCYHjFlaT0fApuHMABRSR8B8gaAHii1HwGgMxsZX9EbAwJJOT9RyRsAQ6kDbCh9GwJ7s3RHP7kXAStH1XDrtRcBqLIUfp69FwAjdaTcqfEXAkDf5+dgdRcD+EDqhj+JEwPgnhR+xrETAAieFH552RMDoxLvvfqpEwCy9gYKjdUTA\"},\"shape\":[30],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"MNgym2F3MMAYudkQoMgvwFAUPXL1KDDA1OlDrAyZMMAw2DKbYXcwwA==\"},\"shape\":[5],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"GJwrySreLcBwcM85xEAtwJB6bHAQyS7A0JvxW25WL8CYx+ohrTovwMh2MgPkei/AGJwrySreLcA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"CEolJ/UoNsB4XNNuNLM1wBCGzDR7FDXAfPUJP87MNMDAr8X6wXU0wDgAfhm5HjTANOgymwsbNMCgnrTp2nE0wJgcyZdaJjXAsKAXs/qtNcCAgPWQNCE2wPjFOdVkZjbACEolJ/UoNsA=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"eDch8ib3JMAQZ7futeQkwAjZkS/VaCTASJMTftijJcA45cucGaclwHg3IfIm9yTA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"eE6m3TAzI8C4XlQlcj0iwCD4JyzYoyDAIPgnLNijIMBIPs85yNUhwLCXh1iRkSPAeE6m3TAzI8A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"8NzLnPG+I8AwdGU2ZzgjwBiKsLT0zCLA4Lvj52N8IsDAdwJtq0cjwBAuhLuKliPA6JFN61jKI8Dw3Muc8b4jwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"SAk5PbWsIMBYwvT4QAogwLB1r4RxPR7A8IVdzLJHHcCQzz5H/68dwOBnnnPwBB/AQJNe/HU6IMAQI4S7mhMhwEgJOT21rCDA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EAis5ypkHcBw2U9YKBYcwFDcJvy4ZRrAkIY0cFMQG8AAPxmIHrUcwDAQ5lR7nh3AEAis5ypkHcA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"YCRrQK1HG8AQ4mBp+SgawLBMnnN4zRjAwArOCWVEFsDAgeK3JFwVwHBh+gJzKxTAEAAx03SOFMBA6w6xcpoXwOB+lznLJBrAwPI3DRKuG8BgJGtArUcbwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[224],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AGLRpvv/EcDgX+ouEtcPwKCEgCulRw3AQL1hponrCcBALNkd8f8HwECf7ctoPQbAoBrZHQEABMCAFWVDkO4FwMDNrCSLSAjAwAUJtE2yC8BAfqmHZFEOwODMDrFatBDAcNDUQ9IQE8AAYtGm+/8RwA==\"},\"shape\":[14],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"IM9gaYnpFcDg8FkvfHgTwLDI1EN6QBHAYGlFgVyYEMCw/KSt1asQwDARfFE+BxPAIHBu3Wt0FMDgvU9YyNIVwNAefFH+IBbAEMdgaWEBFMAQ1dRDuhoUwCDkDrGiBRbAUMBPWMBVFsAwaPoCQ8AVwNDrq+cS/RbAsObUQ6oaGMDQiAsUHEQZwODawzJhRRnA0CFC5MVVGMDwvRXr51wXwKBchii6PRbAIM9gaYnpFcA=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[67],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"vLkxPWHFUkASHxFTItZSQO7/HObL31JAKre0GhLLUkBoa32R0LFSQNxj6UMXrFJAvLkxPWHFUkA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"dKjTOnJlRMBI4kDbG1pEwIjtF3/OlETAply4Uk0ERcBysw2ozVhFwFB7oAdexkXAjBGdalnKRcC6Iq57OtFFwH48ljAGeEXAqpzCKRObRcDi/YtZGTRFwMwKADT+B0XAVCoiVg5wRMDY1MwAdWdEwJRTfuURgETAjNXMAKCRRMB0qNM6cmVEwA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"kDRP50gWRkCg7W1sU0FGQFC5nQKXxkZAgM/oANViRkCEtJ0CxbFFQBRfSK2oqkVAoFYOQClIRUC049A158hEQOg/YPjTykRAoEw3nOJWRUB0FGcyY/9EQOyDB4aCfkVA3E03HIyhRUCE1SLuPjFGQATp0DX++kVAkDRP50gWRkA=\"},\"shape\":[16],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"XLpJDALkUkAKCObo8QVTQKjZA63ACFNACBaHM7/8UkAOFoczv9BSQCSKAn0ip1JASF6dY0C2UkAYrkfherRSQFy6SQwC5FJA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"jLrGXrFfSUCsglk+2uBJQMicpDzRXkpApJTNmC/aSkB0X/0u1S5LQJximmXcHEtAtFpg+I3hSkCcNz7WpqZKQHxMiVS890lAvOpcW+Z5SUCsnN6pvc5IQKhu5eP5bUhAYFSaZdvjR0C4ZkitKGdHQDj0CqO++0ZA3IEwYtFeR0C4efb0phFHQGg6T+cZa0dAsJ8YF0juR0Co0q4TPadIQJC2xl76fEhAjLrGXrFfSUA=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"NBfxnZhNUkAi2/l+al5SQAZtOZfidlJAnN43vvZwUkAcxXJLq1dSQLDc0mpIVFJAmlLQ7SVNUkA0F/GdmE1SQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"eO5+fS+SQkCEg96pRRZDQDjU+ZEml0NAWPHhRu3+Q0BsunSmdLBEQIDOIu71mERAHBihnxpIREBAAfPXKrhDQGCzdKakG0NAeJBSBOvpQkDwrNfv52lCQJyqOrkJp0JAKPVVIXnDQUDwrXSmpd1BQKjZbWx5t0FAXAuhn/ZfQUCUiFKEyh1BQORras9UzUBAvJApKOWlQECoBqGfHk5AQLQkJovkKEBAAM7UnhFrP0CAehyAkgc/QDhrC29Kcz9AHHVB8zKTQECM8VWhYPFAQDzFXNvU80BAfFxZvh4wQUBkmmOVW0xBQECtEV2u7EBAZHKkvH67QEB45eHGmk1BQNzvuOpzVUFAxL2Ft62RQUAkOppl4+tBQESvdKYHLEJAeO5+fS+SQkA=\"},\"shape\":[37],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"jIEYFxoTQUCY4UQQti5BQAANPlbp+EBAvK0R3bcHQUC02AqjWLtAQKDG+RGkfkBAFBF4Qy9aQEBwwL+kEKVAQEwFBGnQwkBAHAFnMsCZQED4FhX6NedAQIyBGBcaE0FA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"kINu3YvbGMCQyYnFSPMWwLBJdRe5xxXAkNua1tkhF8Dw8qvn4pEYwMDkwzK5lBvAkINu3YvbGMA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"oJU/hAfACMAgESvWz2oGwKDRg8jLvwbAIESwwcElC8DAH/Fo720LwCAJQyGu5grAAI6RPAaSC8DgosupJt4OwKCVP4QHwAjA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"gPnkwEAe8j8AnNASKaf4P0CArvB2Dvo/YMcxuZJlAUAAja7wlvj8P4AUB+MCMPA/APr8vvIP0b8AmNdRxczsv4DXj3DK9ei/AFzG7ggi0L8ATzoRd8/WPwBFSyIIi9A/gPnkwEAe8j8=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"iKj7Mq5HJMCgnl78TckiwHBljpJGNiLAKBNzqiVWIcBoR0MUbcsgwIByPNrziyDACGbI/+bLIMDQ7lCIO90gwNDwUIhTUCHASDeVzBvJIcBwpJhpfpQiwKiw0tbOzCPAwA9imeB6JMDIi3ZHULgkwIio+zKuRyTA\"},\"shape\":[15],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AM84SiqsC8Dgmty61wgJwCAG4FcOawnAILIWKOjbDMBAIhrF7lMOwADPOEoqrAvA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+MM0Y1TUIEBQZGszopAhQNCKjVV4kiJAWNPRmUqFI0CI3eKqV/khQDgvm8m66yFAcNniqj8HIUDAWDHGC3sgQCDDlyzSYiFAuPkEzemhIEAogyqM5hEgQHDVMva6xBxAUEtHpAKZG0DwSnAAWtQdQBAGLLztrB1AkLQ5MIhVH0AQJ07eQ3EdQJBwBv1gihtAIPoCYDqlGECAsviI8lIWQBCmSkHZMhhAQKXWZlwlG0BgY1i1wywdQNCfc53gGBlAIHYG/ezBHEBQvRDUXAAfQPjDNGNU1CBA\"},\"shape\":[27],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EGogtUxTKEBgIqIDShIpQNCPQteSHSlAmFxJEaCWJ0AI7Kg9x9QmQCCNfESh/SZA0MHp5KTHJUAojraxDa0lQBh3paD0RCRAqHUIaqq3JEA415csnvMlQOCmZPl2nyZAqClQS50XJkAQaiC1TFMoQA==\"},\"shape\":[14],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AGQ6Fqa39j8AteEjykr6P4AiSDPmWO0/AO5ObZMB7D+AtNrpHDnwPwAz3oaT8vQ/gN02IpUg4j8AEO82nL7DP4CZM4p9pvW/AEhGvkQtAcDg+3yOfmoGwKDng8hr5QvAoA1DIY70C8AAP6+EcdYRwNAitr7+hBXAEDnHz4+xFsAgbZc56xwWwLDcH8LrYxDA4OH3ouxzB8BAp2GmaQUFwOD596Ic0QzAgKdPWADBEMDgoNt9V0wSwOBkNHDDZxPAICTHz0/bEcCQyMMyuSEVwNDf1EPSiRbA8Ko+R8dcFcCgyzcNGrwSwODU1YBqPAzAgOS9NQx9CcAAGCYWw3j+v4CaXOYMRfi/gNVE8ljK7b+AYHQxKzjxv4COXD2Xs+O/ACPDoz2X7r9A0wP04Ir2vwCmG5YJoeC/ACAHghpezj8Au6B33WXYPwDgTr++l9s/ACSkuOonzj8AbxG1Z2LbPwBkOhamt/Y/\"},\"shape\":[45],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WPFjYQqBMkCIJJeUVoEyQGjtY2FdmTFAYCcLb90IMECADSO6G10wQEDmTK4M0C5AgDQFzRXxLUBI5IYb5cosQPC6jVVqgy1AAHjmRwANLUAwuiqMwoosQCA4eacetytA6AmA4ftFK0DQxjudp5ErQLBGJ+8lXypA+A+6ThgbK0CYw9jTFw4qQEDXI1LHEilAoKRT6Lv+KUBYeloivXkqQNBjcm1zkCtAAIRaIk+sLEAYlGszuG8sQAAhkfIgqCxA4JGUj+c/LkBAxY1VrtwvQEB6w40vQzBA8ENW7e8XMUA4o+Wvbs8xQKh47OmROTJAkNLedZx6MkDwmg4M8zcyQFjxY2EKgTJA\"},\"shape\":[33],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QE9JEbyOJEBoEwXNJ3cmQNCWKozmiCRAsMzAiJnhJUCQtxJBhMMlQOgzYVy2hSRAuCPtgUv2I0CAQw+kPW0jQBjouU5cCyJAsIfwHvSiIkDgT+ZHcuYjQEBPSRG8jiRA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WJ7wHpTIJ0DgyYYb6dQmQPifx8K2zyVA2P6Q8szhJEDYPpvJjHslQFCKfET1VCZA6DHtgdUqJ0Aowa93FConQFie8B6UyCdA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AKupej8wIMA4nZhp1usgwNjvUIjPEiHAiGsCbVN5IMBIv7qLxOMgwHDrFhvvniHA0FJ9gQneIcC4MfiVs0whwACrqXo/MCDA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EKjUnnXKNkAQxx8d72Q4QPgedXJi/zhAQKyaMaNLOUB4lOzp14k4QEAV2DtnjjdA2CkjuprQNkBoMPpdd/g1QBCo1J51yjZA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"8NsjUqEjKkCwPlBLAdwqQCjmXb/N7ipAGD+KuLNoKUA4sgEwP2koQPDbI1KhIypA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"0KyYaap6JMCYWOBKefAjwGh7n6PzVCPAWNjLnAG5IsCAYlQlrh0jwNiiwcVthCTA0KyYaap6JMA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"ALTp5PyhIkAweULX3gEkQCjyHBjMGyVACGpaIkW9JkCgZPdYqcAkQND087t2XiNAYNeoPT8iIkCY7JDyKLwgQAC06eT8oSJA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"gGG1KgQ+/T/gJ8F7ME0CQGB/keUb4AlAoFS0RNqMEEDAlCHlrekRQABxKB+33RNAgD7164MQFEAQAbGnn6EVQJBRL1m01RZAAJtznTDzF0DwntZmTLAZQKBZu35TthtAAFYeSPeyG0AgH8K4oJIYQJCihK55yhVAsEbMj5yZE0CAYu6xfhoSQIBcJEXoJQ9AgAMabrTRCECgQ/voUBYHQODqQsoTlAVAQHTGOzWc/T+ANzA/0p76P0D/O5A+DQBAwPjTr4949T8AIpMDg5XaPwDrfg2OaN2/gHQRaNsJ9b/AaYx8aXz5v4B49AXmeAfA4LLEbzllCMAA/EIhnvQHwIAeVDK/0wvA4CmfsEDzCMBg30lba4MLwCBjmHYz9wvAsPRqQI1tEMBg/5TZnEENwAChsiEIDRDAgO3fVz7eA8BAIeVudc33vwDSuMwZuOm/ANgGysc7uj8A0j1cghjpPwBnKa763uw/gGG1KgQ+/T8=\"},\"shape\":[46],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"eIXqIf0wIMBAp28NC+YgwDgAYpkQ6iDA4ExDFN0QIsBo/ics8BQiwHCrbw0z0CHAyBYQ4WFpIcCgD3OqtY8gwLAaSk6KuSDAeIXqIf0wIMA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"ADgZiFYcG8CgFjHTHLAZwPC/230PYhnAkDoqmefRF8BQ/B/Ca5UXwBDr/Z/ZZxvAIOIm/BizG8Cghl3MamsdwDDLZ6MOER/A8Nl4tP+QHsAgazuqcPYewEjUBQrGPiDAwP5hmbCaIMCAYivJmsAgwHgJOT2psiDAcFtUJe6AIcCIW/Fb2r0gwNABOA0qGx/AcPRgaXlgHsCQq1aSvcgbwIDnmtZZ3BnAAPI3DWqCG8AAOBmIVhwbwA==\"},\"shape\":[23],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4BDpTKutMkB4E+lMgUEzQAjY3nUosjNACBfpTNkTNEDIXsrH6xk0QGgql5Qv0jNAeK2C5i1eM0CAAnVy94EyQHDi74acMjJA4BDpTKutMkA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"8L0V689oF8Dw3IKL2zgRwCBoRr6EfgjAYF+6mEVuA8DgETznMLkCwEBfQf6XhPy/gPTTXYRb8b8AKaTHh/Lwv4BUe8JCyOa/AEx+QT/Duj+ATnQsrPbhP4A8e70TYfY/wDHSjGmrAEDgnnJgiMsAQMAkn1kGZQlAAOHmOgm5DEAg7bCnzxIRQJB8Yow7/BRAcIP/wg/CFUDQ6mUpVusVQJAKwrgU4hNAYKMFwGzzDkAgNxM0Z3gKQICTJ+IeoANAAHLGOxUt/T9AP2Nypa/wPwBO6Pwuccc/gHkRv6XP5L9g9irW72YAwAAsE4vxZQbAYIYdYsXpDMBg24KLi+EQwDAPQuQ1JhTA0CR8UT5+F8DwvRXrz2gXwA==\"},\"shape\":[35],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EF70FaSTU0B2u9Bcp61TQEqsxacA0lNAfEDZlCvWU0DaZTGx+c5TQGzn+6nxelNAEF70FaSTU0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Pm8qUmG4U0DE3Vm77fFTQIb7OnDOL1RAyrq4jQZQVEDO3uALk0FUQB45C3vaFVRAft/42jMJVECm76fGS9tTQD7qIRrdwlNAEE+vlGWwU0A+bypSYbhTQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4AsUcd/JGECAgVF7Vu0ZQCDpptCbFx5AaDkPpN8gIUAw2ag9b4kiQGAi7YHtpSNAIOuQ8tRmIEBwNJlcyQ0bQDBWL1mc3xdA4AsUcd/JGEA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"dhSuR+HaSMB4PQrXo6BIwMAehetRiEjAth6F61F4SMACAAAAAFBIwAbXo3A9akjA1qNwPQqfSMAyMzMzM+NIwHYUrkfh2kjA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"lmXvFByuUUDckugameJRQKarM9nCF1JAdtzJlVBVUkBy9RSUx5NSQI5q71Sy0FJAtNssXzfvUkAORjD88w5TQKbtPTDeIlNA+C7l/SM8U0CAdsZ40zNTQExGMHwZHFNAGAzD2x4QU0CkiXRAAOdSQMYKw9s1xVJAYLgKvSioUkDMuqfz/G9SQEa3Cr0paFJAqkXNMpUxUkCspPkrrw5SQKqu0M/zAFJASrinc2LeUUDsz/LxOc1RQHymlmLPsFFA/u133X6oUUCWZe8UHK5RQA==\"},\"shape\":[26],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"TCVxowYjVEAY0BtOyCxUQMTTuATPOlRAJNAbTkEwVEA2Ts2y7iBUQMwG7DctMlRA4rQzGWcxVEA22vJxvyVUQLyc6JrNI1RAAplL5NIPVEBmQ/bOpgBUQJrgLN86C1RAOh43drsVVEDObFJelhpUQEwlcaMGI1RA\"},\"shape\":[15],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[49],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"5Pjy1/bVQUBkQ3GJxa9BQLzSM39/sUFAFLAR3Z+SQUAomMZe7JFBQKC9hbc2jUFAfD7U0s9ZQUBAiVIEM0lBQNxuak8yfUFAPNwKI32HQUBYwSLudJ9BQOT48tf21UFA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"wvh33REaVECe9dqmDipUQFgG7DfkFlRAAgqJLkgmVECOc4zLaBRUQMAuSEcI91NAbHYpQun1U0BMb+/URuRTQHr+scqZ2VNAAGUYMSThU0D69NomnANUQML4d90RGlRA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"5JxjlT3aQUDAFnjD1qNBQLAxYPjgikFAQJQpKMJ1QUAMHbKwo4BBQPibYxVmpkFA9HzeKQqXQUAgSqt2UK1BQAgvw0FmtkFAcMhcWxuvQUDknGOVPdpBQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Jmx4eqV2U0BYrvAuF4VTQBxpqbwdnVNAJqWg20uQU0DmHAOy13tTQGSFlJ9Ua1NAnMCtu3lcU0AmbHh6pXZTQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+v3UeOnsU0AwK01KQQNUQKyHaHQHAVRAbFch5SfrU0DGJmvUQ+pTQKh6a2CrAFRANI/8wcDpU0BumnecordTQCCs/3OYgVNAXtO84xRvU0AkwoanV1hTQAZNhA1PMVNAisOZX80zU0D6CS5W1GhTQIp7LH3odFNAti5uowGkU0A8WP/nML1TQPr91Hjp7FNA\"},\"shape\":[18],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"9PB+fZYdQ0AUgEFzahJDQKxMDsB5BENA5DTDQS0QQ0D0yb8kdc5CQBTTlkhhjUJA/FeCmpF/QkBkYVm+W09CQERYghoukUJAFAfKe9a4QkD08H59lh1DQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"RGL9LhTOS0D8mc2YQg5MQJwokI7V40tAZPRc27OuS0CQq3vgZmZLQERi/S4UzktA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"nN8z/+CaRED0KbKwMnNEQGAcPtaZeURAnPV+fWwwREB8pGMV/5VDQFAb2wwMdENAiDCJ1MeeQ0CABy1FtJZDQKjCS0oAQERAnN8z/+CaREA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WNdc24QTRUCMRv0uR4FFQHyvAExmUEVAdFJxidUgRUAorQDMs8pEQPzwRBCksERAWNdc24QTRUA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"1Gj9rkdRTUA4txgXgkZNQEwa4kakUE1AfKQHBtDoTEAMNWcye2RMQLxLsrAzI0xAyAgLo9OnS0DQCQujWeRLQBQhVqEVwUtAiIa8h+KHS0A0ViaLPmVLQPiIWb64TktAMFtgeBT+SkDc5YW3xLNKQCT3lkhcv0pArPWWSIVrSkA4ZdTSkiZKQLT60DXm/klAjClnsvbLSUA8nUFzh7ZJQKR6H1HhmklAYHgfUXAUSUBUB+JG4fpIQLh4H1HBK0lAhE/DwTodSUBQ0hFdM1lJQNhdN5wAQElAFDI+1jJjSUBcsO+6A2JJQFRVYPgLpUlAwOUi7kPnSUCcaw7AzAxKQHiSzZioXkpA8Mw6OQp3SkA8C0UQmqlKQIx3SK1wO0tACCaQjv9PS0AwVYnUevRLQAh0DkCl/EtAvL3vulxvTEAcvFKEp9dMQIhcJotS2ExA1LtShMnGTEDUaP2uR1FNQA==\"},\"shape\":[44],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"pFAmi0shSkD4jzDimpNKQFjBxl4M70pAtKCkPP1GS0C8EuJGIJZLQDj+M//YkEtAeIz29A5VS0BYE3990PBKQLi7KSisbkpAhKHeqQTpSUA8od6pq9VJQKRQJotLIUpA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[132],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"9kikVi2dUEAOgxH3tqFQQLbvsUqbf1BApuwU1LORUECWEdTs2m5QQGJdUh5FmlBAInWdHM2QUEA63qC5HWdQQG644eA6WFBA8ltSHnBFUEAuNpNFCDlQQIhN3kO8GVBA6APAJOf6T0AEM1ahYtJPQDxYFXqJv09ADIUOQOHWT0AkW1IeTRdQQCy44WAbSFBAYJMiiMJzUED2SKRWLZ1QQA==\"},\"shape\":[20],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[932],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+ck2MAODU8AL5R7lNnVTwPnJNjADg1PAA6HaWgKDU8BupHdXAoNTwIiy6zFZnVPAYo0s2eqzU8CTIIw/vstTwOTE/PxV51PADC8Amqf8U8ASsU61NQ5UwKGZA7eLKFTAXCnGLN49VMD567vVoEFUwM3CX0YWNVTANG0K8QkmVMBqgbi4vBVUwHKtsf6rAVTATrBOtRDhU8CIMZ3QecVTwDIjKTyZnlPA+ck2MAODU8A=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"cMvX7+9XSUBQRE/nlahJQKiuUoRMy0lA+G2rdujQSUA4CuLGyqRJQABDT2fwW0lAbJEHBhOQSEAcLT7W90JIQMgeyvsxIEhAJKO1TSHzR0Cs1eiAOs1HQIx5Wb5RyUdAhJGkPPfQR0AgUP0u3bFHQHhSmmW5dUdAtDMVekdxR0AEObKwSuBHQDzqlsgG0EdAyNoi7k1nR0B0Tv0uJE9HQMSBMGLnU0dAJPun2YzER0Akfvb0HRRIQDiXQfMJWEhAiM0R3SVCSEDQ7ZbI459IQHy0KahBx0hAVH1ZvhCoSEB4erwHJ8tIQIi/AMzI90hADDTbDDcTSUA8ru+6+edIQHDL1+/vV0lA\"},\"shape\":[33],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"z8zMzMyMScD8/////79JwAMAAAAAoEnA08zMzMzsScBiZmZmZiZKwNPMzMzM7EnAnZmZmZkZSsA1MzMzM/NJwGtmZmZmxknAz8zMzMyMScA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"JpLJSZICVMCYqRRIPOhTwPepFMjO/lPAhpLJySQZVMCCo9pa4BJUwBR34ZReEFTAS48sky0jVMC4uyVZryVUwOclKfYAO1TARGMzTT43VMBGpNpaBUBUwEuPLJMtI1TAJpLJSZICVMA=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"qB6F61E4JEAAKVyPwrUlQFDhehSuxyVAcOtRuB6FJUB4FK5H4bokQLhH4XoULiRA6P//////I0CoHoXrUTgkQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"JA8om3KNSEBgodY076RIQLDIk6Rr2khAUDHO34T6SEDADFTGv+9IQNDqVs9Js0hAmJj1YiiLSEAkDyibco1IQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[65],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[73],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"iDxJumZGR0AkKsb5m4RHQBhpqbwdXUdAGGPuWkIyR0AMUn5S7ftGQMgBnx9GBEdAXMa/z7g4R0CUsWg6OzVHQIg8SbpmRkdA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"NQrXo3BRSsAdwoanV0JKwOyGbYsyd0rAnvJ2hNPOSsA+jjulgwlLwHzHKTqS20rAp2ytLxKGSsAGXVDfMmtKwPuh7gOQ+krAe3hdv2A/S8CdxcTm44ZLwMxFfCdmmUvA5l61MuG/S8AHWwhyUM5LwJQfRgiPpkvA1lyKq8pyS8D3/////59LwJSZmZmZmUvAiZmZmZlZS8CdmZmZmTlLwM3MzMzM7ErAvMzMzMyMSsDDgFKWdFFKwDUK16NwUUrA\"},\"shape\":[24],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EEIcgGA6MkCYaNvYOm0yQAhioWvHgzJASK0fHUaFMkCYlNSe3F8yQCiuvFNR8jFAqBQjulj7MUAw6Cn01PkxQBBCHIBgOjJA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4AsSqRrfM0DIpatCauozQAjKapu5ozNA+Dmopcx7M0B437UZBBozQODWe6wdqzJAmHns6R9yMkDgkTdoq4YyQBjyY2E3qjJAOFCQWrFXMkBoS/Mj7wcyQJhFubbINzJA+IVgxEYlMkDY1HusBzcyQEBIVu2ECzJAqDx/SfDBMUB4D4aDO5kxQDj+1zuISDJAOMHNZEhtMkD4pOWvLS8yQMA+f0n0PjJAaOPvhqVtMkBokTdodmEyQPil5a8ybDJAQF0ENYQ0MkBoi/36uJwyQFCX1J6k+jJAGKyC5uMDM0C4+53OLlAzQLCHw40TSzNAkLW8U+OlM0CwljdodZ8zQKjHzWRa4TNAWEkcgIniM0DgKZeU5rYzQOALEqka3zNA\"},\"shape\":[36],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"ZpKgMyy9UcBqffJrVKBRwBrZga68hFHAJMTT5uRnUcD8BxirEFBRwGdxG0g9OFHAmki/OEVCUcBYGSm8XmBRwD5UltzJk1HA2uqSP52rUcD/5/WIOMxRwJK7/MK2yVHAXman7TzRUcD0YgrxPNFRwLa4XwxS6lHARaEUDqgEUsAN3x7ldxdSwH54uP6vDlLAfDcR8egFUsDaickP/h5SwAogxvI+IFLA3vZpY7QTUsDbtcJV7QpSwLr5BhoZ81HAYqdO+wPaUcBmkqAzLL1RwA==\"},\"shape\":[26],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"qIzs6erDNkC4J4aDIRs3QJhXHIAFHjdAkDw0y0gwN0A4+4y9KBQ3QEB5PqKo+zZAIJCJIMLJNkD4IelM1ZA2QBAFAZh3NDZA0Ou1GWLlNUDoratCHc01QIgRdXIb6TVA2AQBmJEnNkBIa2f+Iys2QLCn1J4qsDZAqI+JIBCjNkDgBQGYGWM2QHCl1J4qMTZA+DrRAX4JNkBI8u+Gy9M1QIi6Hx0mjzVAYMiT9x2ZNUCwaQQ1Uwc1QMhJf0ltvTRA8G4+olCsNECQjMON0Wk0QPgtNMsA2zNAUAwSqfDzM0AQ3Husr98zQLilq0Jm7DNA2Mtqm+UMNEAIKfpd3Ug0QCiRYMSjsTRAICTA8C68NEBQThyAQQQ1QOiW/fp2ODVAMImJIPI0NUBo+Cn0aKg1QFAuXSf2RjZAKMK8Ux2DNkCYTeISMmY2QKiM7OnqwzZA\"},\"shape\":[42],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"tOsX7IbJUEDcT42XbtxQQIhn0NA/5VBA9kv9vKkAUUBiRQ2mYRJRQKJfzQGCCVFAukY9RKPlUECWSKKXUcZQQLTrF+yGyVBA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"yJVx1UTeMUAwFCO6CeMxQIjUe6wjKTJAMF4ENZ9mMkBgPOISk30yQDi+MC4zhjJAaJ+rQlx0MkC4yqQI2TkyQNgyqKWR3DFAaE2QWnyzMUDIlXHVRN4xQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"2mgQZJJGUkACAABAuWlSQP7//z+fcFJAAAAAIF1sUkAGAADgUlVSQP7//79iM1JAAgAAQIAvUkAAAAAgGzhSQP7//z/BNlJAAAAAgOM0UkDaaBBkkkZSQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+KNwPQqXOkAA16NwPQo7QDCRJ0nX7DpAQOF6FK6HOkAgoImw4QE6QBhMw/AR4TlA+KNwPQqXOkA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"yCLb+X7CN0D4o3A9Clc4QOBRuB6FKzlASFmGONY1OUDoRJ4kXZM4QBjAWyBBSThA8Chcj8K1N0DIItv5fsI3QA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"CK5H4XqUOkDQo3A9Ctc6QCCF61G43jpACNejcD3KOkDoUbgehWs6QAiuR+F6lDpA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"qNhfdk8UT0A8nZ0Mji5PQECrPldbMU9AZFc+y/MKT0AAWyVYHAJPQAyhZ7Pq205AOODzwwjRTkCo2F92TxRPQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"eiFxo0NGU0BqYhgxVEpTQHDZj6gRMFNA6N/JlT8cU0A8ugp9bhRTQL4c1Gx9+FJA6tePqMHYUkAAgjrTnbVSQCwKw9v+oFJAOj32jhuZUkC+ixH3PZpSQPacIggZpFJAWBSaP1GcUkDSWN5DEapSQCzNuIQUu1JAOgSJ7o7VUkA4ZLXnse1SQEoB7Dcy8lJA2nEpwr/sUkBeLeX9395SQJbsPXA85FJA2ryn8wznUkC0HNTsQfZSQDw4vKG8BFNAzjGCNMYcU0DAugo90zFTQDps79SuMVNAeiFxo0NGU0A=\"},\"shape\":[28],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"7rGn8xBqUEAU/SUlSG9QQIac+auqNFBAXrp+F0sCUEBU9UtKR8VPQAT56ICR0U9AXAVdW7SGT0DklR9R7MhPQBorvCGFBlBAKBsLo2vTT0C8E9G1o7RPQGig9vTs3E9AeC5Z2K0DUEAcTz7WY/1PQHrI8vEgHVBArgmafxExUEDCUXv6A0dQQEZcUh7LV1BARo+F0etNUEDusafzEGpQQA==\"},\"shape\":[20],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"lP+QfvtaT0DQTgZHyXNPQPTMr+YAdU9AeNCzWfU5T0Dw3R/vVRdPQFBvKlJhFE9AlP+QfvtaT0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"CNejcD3qU0AcrkfhehRUQGyucbuYIFRAopI6AU0uVEBYFOgTeVBUQKr7AKQ2TVRALld4l4s+VEBAfxMKETpUQJLZIJOMJlRAlpJX5xgKVECwwTQMH+1TQH6aWrbW11NAck3zjlPYU0DEpDFaR8dTQORnXDgQsFNAEm9kHvmVU0BG9nr3x41TQIgb8PlhklNA7K4l5IPCU0BqgQTFj9VTQAjXo3A96lNA\"},\"shape\":[21],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"rn86U2gxUkDc0fLx1j1SQPgugrTUdlJA+LDQz2aGUkD8sNBPoohSQB5RpNYxd1JA3CAO2v5bUkCgnr9+LTxSQG6T6Nr1A1JAcEEw/JIBUkCufzpTaDFSQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WLVtRri+UkBEeGOv+dJSQODlAwNs6VJAyFKkVi7YUkC8j64tXrtSQPx6AOatqlJAlPxOAemlUkBYtW1GuL5SQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4K2WokdhU0AErpbimGhTQGinXPV6dFNAJCmrkGp1U0Dq1vLxhmNTQEDajyhyX1NA4K2WokdhU0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"JB/U7KSDU0BYw0SqxZpTQFCGOhMDsVNA2tRVOz+1U0B+NIK0zbdTQFKyM5lRnVNA0CxIh02FU0AMe2MvcHZTQCQf1Oykg1NA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"isUZZuRGUUCCwkqoXF9RQN5RDZ6Fa1FA0qPFvAp3UUCAKebDL4lRQDgKLCNxbVFAiJnuGJpZUUBi0lBG2DxRQJJwkonXQ1FAni9nWXMwUUCKxRlm5EZRQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"NuySv7v7UcBjk6AzuPZRwNQsOk3w7VHA0L+Z+Tn5UcBmvPz8OflRwF6oTvuPE1LAitGqihogUsDnDrXhVxxSwFQ7rqfZHlLA5w614VccUsDBZ6dtWyFSwPmnTnv9/FHAxlL5pYMEUsA27JK/u/tRwA==\"},\"shape\":[14],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+tozSwJ2UkDeo3A9CldSQKi5TiMtLVJAhOtRuB41UkByPQrXoyBSQJJn0NA/71FAwqcAGM/WUUCqrdhfdtFRQAjXo3A96lFApHA9CtcjUkAsgv+tZD9SQLRH4XoUXlJAdD0K16NwUkBC5zV2iWhSQPraM0sCdlJA\"},\"shape\":[15],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"tEfhehQuU0AwMGR1qyVTQCqGcqJdKVNAgMucLosTU0BW9bnaihVTQAJfmEwV5FJAZLpJDALpUkBWBkfJq8NSQNiHLqhvuVJAAAAAAADAUkB0ol2FlO9SQJZdonprEFNAtEfhehQuU0A=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/rhtxsiUU0BeXd7DOrNTQMr6FBSVylNAtiqrUE3TU0B26QMDxrpTQKAmDtpaq1NAhvZ3XVeYU0D8p1x195VTQA7lZgw3gVNAjhs3NhV6U0D+uG3GyJRTQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WoY41sVHUkB+aRg+IlRSQBI89x4uLVJAtIR80LMTUkDed0Xwv+NRQOJxio7k0lFA+CTpmsnTUUB8YTJVMLpRQKRh+IiYolFABk2EDU+hUUBoZmZmZqZRQCx6GcVyl1FA2K5Cyk+MUUDU1VbsL49RQBxj7lpChFFARArXo3B9UUAQN+Dzw0pRQFK4HoXrUVFArCuf5XlAUUDIbJBJRiJRQGTv/nivJlFAWrgehesxUUDgQexMoUdRQPBRuB6FS1FADtejcD06UUCc8e8zLjBRQKb8pNqnR1FA7CEa3UFgUUCS39v0Z2VRQOgoeXWOgVFAblDCTNufUUA0+grSjL9RQLbh6ZWy7FFAdmfttgsrUkDSCgxZ3URSQKag20saT1JAtIAJ3LpFUkCyogbTMARSQM7Shy6o6VFAAjtwzogoUkAeTWcngz1SQJaHhVrTHFJATqYKRiU9UkDWc9L7xilSQFqGONbFR1JA\"},\"shape\":[45],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"fhSuR+FaUkAsXI/C9WhSQGRmZmZmZlJAQArXo3BdUkB2PQrXozBSQH4UrkfhWlJA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"dBA7U+gMU0BADkqYaStTQLxdaK7TMlNAqsq+K4IbU0D4iJgSSd5SQJpS0O0l41JAemfttgsJU0BIQlvOpR5TQBY7U+i8DFNA+EpZhjjOUkCcap+Ox8JSQGpmZmZmylJArmg6OxmuUkDO8jy4O5lSQFrv/nivmlJAZmZmZma2UkCUaftXVsBSQL4Gtkqw3lJAhi9Mpgr+UkAIL/oK0gBTQEwH6/8c9lJAdBA7U+gMU0A=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"bATst4amU0CAqFz1e7NTQO5xjEtmtlNAZhX9SDyjU0CwtdAPG5pTQErsoPkKmlNAbATst4amU0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"MpZL5JtsU0DSFP3Iw39TQPSgIgjKiVNAzma1Z0SDU0CKd8Z43G5TQH7MG84wWlNAMpZL5JtsU0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"lpmZmZnZUUAerkfhevRRQOh6FK5HIVJA9Gc/UkROUkC4WFGDaV5SQE47/DVZeVJAAKXap+OLUkDsOEVHco9SQFwM5US7nFJA3vl+arySUkDwUbgehWtSQKaMf59xQVJAwpoDBHMMUkAgrP9zmPdRQPYoXI/C1VFABjFCeLS5UUCWmZmZmdlRQA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"7MXhYExpU0AQp1x15F9TQBwbNzbIYFNAfsh+F1Q3U0A47T1wdQdTQDjtPXB1B1NAcGS155n5UkCurzPZZwNTQOLOuITLHlNAVPuxCuwhU0A+IXEjIDhTQOzF4WBMaVNA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"nTV0OhBgUsCoohSOxlRSwGIy1wMZalLA+C46BxlqUsDIMteDq4BSwJyLyQ+vhVLAzJ9312F1UsDhebh+zl5SwNYMGCsYalLAnTV0OhBgUsA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QGBxCUhBSEBIaKt2/4dIQNiOas/VvEhAsETsnZn5SEAwtikowyVJQJjAAMxQM0lA3K/vurpGSUAsjs2YpGJJQIBrq3YCRUlABHgf0Vr/SEAM75bIUehIQMQy2wzXw0hA2HKCGgqXSEBkZA7AmWlIQKht5eN3L0hAQGBxCUhBSEA=\"},\"shape\":[16],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4Xm4fs5eUsBIJGMpwk9SwKrju5uNXVLAQOAen41dUsA2i8mPHG9SwMyfd9dhdVLAOcxwneN3UsDhebh+zl5SwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"uKN2Bh8FS0AoWMPBwRVLQJQuZzLw7EpAmMqdAqu0SkBs3ktKzYxKQJD/bezhUUpAhP5t7FcXSkCA/m1sGBdKQMjarhMIfkpA1LC1TVwPS0C4o3YGHwVLQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"OCG56tOOTECgoGrPp8tMQNBjYPhh80xA8MYpKAf8TEBkvFKEhehMQLx6q3YIu0xAqGiaZRJ/TED4f+XjCV5MQDghuerTjkxA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"wN798V4VM0CYMjhKXj0zQFDudygKdDNAECaN0TqCM0Bo/kP67dszQBhGCI82/jNAKNv5fmoUNEDYg57Nqj80QCAq499nRDRAmCO5/IcsNEA4tWytL/ozQLi/z7hw0DNA2Aw34POzM0DYRPXWwFYzQJC12y40DzNAOOyGbYvqMkDA3v3xXhUzQA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4JrJN9ukNED41RwgmMM0QAi30QDe6jRA2IZtizIDNUCgPbMkQO00QMDuycNC3TRAqMQgsHLINEAw5zV2iZI0QOCayTfbpDRA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"2J/gYkUtNUAI2xZlNjg1QMCHaHQHGTVACEEOSpgRNUDYn+BiRS01QA==\"},\"shape\":[5],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"mMCtu3lSNUAIcm2oGKc1QEiKyLCKtzVAoHVUNUGUNUCQVBhbCIo1QFD2XRH8TzVAAII5evxGNUCAaHQHsUM1QJjArbt5UjVA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"FxpS0s/fU8CQ3+Qx98JTwJXiga5krFPAKDQ6zVSYU8DeERgrS45TwP/N02YfplPAlMo2ah+mU8CaTIWFrbdTwMQ0Ogdxu1PAKTU6hwPSU8AUW/nfluhTwBcaUtLP31PA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+KscWmT7NUAYms5OBjc2QDj430p2PDZAqE5AE2EjNkCQcoV3uRA2QPix9KEL4jVA+KscWmT7NUA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"8K9Bc3r0TUAsQATplCVOQHRRFXosMU5ADBeo2UUbTkDECDT/f/hNQLDAUoSR4E1A8K9Bc3r0TUA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"pIirdinkT0CUbMPB8rNPQESVH1GtqE9ARP8i7hqwT0BMZYlU45hPQOTAGBcMfU9ArD/K+yOYT0AUc/2uFKZPQDzdAMwut09AaKD29PTYT0B0L7nqzMtPQKSIq3Yp5E9A\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"oOlDrCKOMMAEAAAAAOAwwPj/////fzbAAAAAAAAgPMAGAAAAAOBAwP7/////r0PAAgAAAACARsD7/////09JwAAAAAAAIEzABQAAAADwTsD//////99QwAIAAAAASFLA/v////+vU8AAAAAAABhVwLZnlgSoLVXAHmKnrzBRScCg6UOsIo4wwA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"0GMrgrE+UEAEAAAAAPBOQAAAAAAAIExACAAAAABQSUAEAAAAAIBGQPz/////r0NABAAAAADgQEAAAAAAACA8QBAAAAAAgDZACAAAAADgMED4/////38mQCAAAAAAgBZAAAAAAAAAAADA/////38WwPj/////fybAcNYymy8RMMBoXL02y3Q4QNBjK4KxPlBA\"},\"shape\":[18],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"xB14wEK1UUAubpifrT1RQPhFCDB4eVFAxB14wEK1UUA=\"},\"shape\":[4],\"dtype\":\"float64\",\"order\":\"little\"}]]]]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p9684\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p9685\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"MultiPolygons\",\"id\":\"p9680\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_color\":{\"type\":\"value\",\"value\":\"#97b6e1\"},\"fill_color\":{\"type\":\"value\",\"value\":\"#97b6e1\"}}},\"selection_glyph\":{\"type\":\"object\",\"name\":\"MultiPolygons\",\"id\":\"p9686\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_color\":{\"type\":\"value\",\"value\":\"#97b6e1\"},\"line_alpha\":{\"type\":\"value\",\"value\":1.0},\"line_width\":{\"type\":\"value\",\"value\":1},\"line_join\":{\"type\":\"value\",\"value\":\"bevel\"},\"line_cap\":{\"type\":\"value\",\"value\":\"butt\"},\"line_dash\":{\"type\":\"value\",\"value\":[]},\"line_dash_offset\":{\"type\":\"value\",\"value\":0},\"fill_color\":{\"type\":\"value\",\"value\":\"#97b6e1\"},\"fill_alpha\":{\"type\":\"value\",\"value\":1.0},\"hatch_color\":{\"type\":\"value\",\"value\":\"black\"},\"hatch_alpha\":{\"type\":\"value\",\"value\":1.0},\"hatch_scale\":{\"type\":\"value\",\"value\":12.0},\"hatch_pattern\":{\"type\":\"value\",\"value\":null},\"hatch_weight\":{\"type\":\"value\",\"value\":1.0}}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"MultiPolygons\",\"id\":\"p9681\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_color\":{\"type\":\"value\",\"value\":\"#97b6e1\"},\"line_alpha\":{\"type\":\"value\",\"value\":0.1},\"fill_color\":{\"type\":\"value\",\"value\":\"#97b6e1\"},\"fill_alpha\":{\"type\":\"value\",\"value\":0.1},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.1}}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"MultiPolygons\",\"id\":\"p9682\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_color\":{\"type\":\"value\",\"value\":\"#97b6e1\"},\"line_alpha\":{\"type\":\"value\",\"value\":0.2},\"fill_color\":{\"type\":\"value\",\"value\":\"#97b6e1\"},\"fill_alpha\":{\"type\":\"value\",\"value\":0.2},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.2}}}}},{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"p9697\",\"attributes\":{\"data_source\":{\"type\":\"object\",\"name\":\"ColumnDataSource\",\"id\":\"p9688\",\"attributes\":{\"selected\":{\"type\":\"object\",\"name\":\"Selection\",\"id\":\"p9689\",\"attributes\":{\"indices\":[],\"line_indices\":[]}},\"selection_policy\":{\"type\":\"object\",\"name\":\"UnionRenderers\",\"id\":\"p9690\"},\"data\":{\"type\":\"map\",\"entries\":[[\"xs\",[[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"23JxBMQTVED//////59UQAAAAAAAQFVAAAAAAADgVUCckA7CR1JWQAAAAAAA4FVAAAAAAABAVUD//////59UQNtycQTEE1RA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"7gMmIbplVED//////59UQAAAAAAAQFVAAAAAAADgVUABAAAAAIBWQAAAAAAAIFdAFVNqHX+JV0ABAAAAAMBXQAAAAAAAYFhAAAAAAAAAWUAAAAAAAABZQAAAAAAAYFhAAQAAAADAV0AAAAAAACBXQAEAAAAAgFZAnJAOwkdSVkAAAAAAAOBVQAAAAAAAQFVA//////+fVEDbcnEExBNUQAAAAAAAAFRAWyTwu7ijU0AAAAAAAABUQO4DJiG6ZVRA\"},\"shape\":[24],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"BHH0bYQoVUAAAAAAAEBVQAAAAAAA4FVAAQAAAACAVkB0hnMYrB9XQAAAAAAAIFdAAQAAAADAV0AAAAAAAGBYQAAAAAAAAFlAAAAAAAAAWUAAAAAAAABZQAAAAAAAYFhAAQAAAADAV0AVU2odf4lXQAAAAAAAIFdAAQAAAACAVkAAAAAAAOBVQAAAAAAAQFVA//////+fVEDuAyYhumVUQAAAAAAAAFRAWyTwu7ijU0D//////19TQM6SwkhlUVNA//////9fU0B0vdKZzP9TQAAAAAAAAFRA//////+fVEAEcfRthChVQA==\"},\"shape\":[29],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"tZpuacfHVEAAAAAAAEBVQAAAAAAA4FVAAQAAAACAVkAAAAAAACBXQAEAAAAAwFdAAAAAAABgWEAAAAAAAABZQAAAAAAAAFlAAAAAAAAAWUAAAAAAAGBYQAEAAAAAwFdAAAAAAAAgV0B0hnMYrB9XQAEAAAAAgFZAAAAAAADgVUAAAAAAAEBVQANx9G2EKFVA//////+fVEAAAAAAAABUQHK90pnM/1NA//////9fU0DOksJIZVFTQJgTSwRqIVNA//////9fU0Bw19P0ZMRTQAAAAAAAAFRA//////+fVEC1mm5px8dUQA==\"},\"shape\":[29],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EVrlJclaVkABAAAAAIBWQIFotbnFq1ZAAAAAAAAgV0ABAAAAAMBXQAAAAAAAYFhAItV6gYaJWEAAAAAAAABZQAAAAAAAAFlAAAAAAAAAWUAAAAAAAGBYQAEAAAAAwFdAAAAAAAAgV0ABAAAAAIBWQAAAAAAA4FVAAAAAAABAVUC1mm5px8dUQP//////n1RAAAAAAAAAVEBw19P0ZMRTQP//////X1NAmBNLBGohU0BhlNO/bvFSQP//////X1NAa/HUT/2IU0AAAAAAAABUQKqXMfo8clRA//////+fVEAAAAAAAEBVQP//////31VAEVrlJclaVkA=\"},\"shape\":[31],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"I63mcQizWEAAAAAAAABZQAAAAAAAAFlAAAAAAAAAWUAi1XqBholYQAAAAAAAYFhAAQAAAADAV0AAAAAAACBXQIFotbnFq1ZAAQAAAACAVkARWuUlyVpWQAAAAAAA4FVAAAAAAABAVUD//////59UQKqXMfo8clRAAAAAAAAAVEBr8dRP/YhTQP//////X1NAYZTTv27xUkArFVx7c8FSQA2IFSx6TVNA//////9fU0AAAAAAAABUQI1QS32EJFRA//////+fVEAAAAAAAEBVQPGIVh5nUVVAAAAAAADgVUABAAAAAIBWQAAAAAAAIFdAAQAAAADAV0AAAAAAAGBYQCOt5nEIs1hA\"},\"shape\":[33],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AAAAAABAUEAAAAAAAEBQQP//////31BAnVoZXxZDUUD//////99QQAAAAAAAQFBA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"D7Dnu2DBWEAAAAAAAABZQAAAAAAAAFlAAAAAAAAAWUAjreZxCLNYQAAAAAAAYFhAAQAAAADAV0AAAAAAACBXQAEAAAAAgFZAAAAAAADgVUDxiFYeZ1FVQAAAAAAAQFVA//////+fVECNUEt9hCRUQAAAAAAAAFRA//////9fU0ANiBUsek1TQCsVXHtzwVJAAQAAAADAUkDykMLj0VxSQAEAAAAAwFJA5AlC1bkRU0D//////19TQJjApTXW01NAAAAAAAAAVED//////59UQIKvEC0P4FRAAAAAAABAVUAAAAAAAOBVQAEAAAAAgFZAAAAAAAAgV0ABAAAAAMBXQMmTzWHf7ldAAAAAAABgWEAPsOe7YMFYQA==\"},\"shape\":[35],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AAAAAABAUEAAAAAAAEBQQP//////31BA0lXmwwD7UED//////39RQL33sktrxlFA//////9/UUCdWhlfFkNRQP//////31BAAAAAAABAUEAAAAAAAEBQQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[51],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"2e2exzhSWEAAAAAAAGBYQFE06UKorlhAAAAAAAAAWUAAAAAAAABZQAAAAAAAAFlAAAAAAAAAWUAAAAAAAGBYQPSXPR49G1hA2e2exzhSWEA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"29FTGvAXU0D//////19TQFLWBxA4uVNAhRKKBpOSU0D//////19TQAEAAAAAwFJARDHspBqlUkABAAAAAMBSQNvRUxrwF1NA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"6q3a5po8VUAAAAAAAEBVQAAAAAAA4FVAAQAAAACAVkDRMCdZt9BWQAEAAAAAgFZAAAAAAADgVUAAAAAAAEBVQOqt2uaaPFVA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AAAAAABAUEAAAAAAAEBQQPHEzWQbkFBA///////fUEDXqbyAKOZQQBgaYyvPHlFAnw+pGicjUUBkw3ZHA/dQQFzFKkq/6lBA///////fUEAAAAAAAEBQQAAAAAAAQFBAAAAAAABAUEAAAAAAAEBQQAAAAAAAQFBAAAAAAABAUEAAAAAAAEBQQA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[57],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[70],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"//////9fU0Db0VMa8BdTQAEAAAAAwFJARDHspBqlUkABAAAAAMBSQP7/////X1NAhRKKBpOSU0BS1gcQOLlTQP//////X1NA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AQAAAABAVUDqrdrmmjxVQAEAAAAAQFVAAAAAAADgVUABAAAAAIBWQNEwJ1m30FZAAQAAAACAVkAAAAAAAOBVQAEAAAAAQFVA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]]]],[\"ys\",[[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QnkN5TWUQEDxA8zvkCRAQHf8NQXkWT9A7H992qUwQEBCeQ3lNZRAQEJ5DeU1lEBAQnkN5TWUQEBCeQ3lNZRAQEJ5DeU1lEBA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"NJTXUF5DP0BdfuvWPOc+QM52J94cMj5ATMRe9AaIPUBWJbKt3RI+QFMM09Aa3D5ANJTXUF5DP0ANBH43S5M/QGFhVymtfT9AvHLdI3WRQEBCeQ3lNZRAQEJ5DeU1lEBAQnkN5TWUQEBCeQ3lNZRAQEJ5DeU1lEBAQnkN5TWUQEDsf33apTBAQHf8NQXkWT9A8QPM75AkQEBCeQ3lNZRAQEJ5DeU1lEBAQnkN5TWUQEAGy3p3nh5AQDSU11BeQz9A\"},\"shape\":[24],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4jWU11BePUDLHFMhDzs9QBMyRaTw2TxAz5v+BqbUPEDiNZTXUF49QHZy8p3nXj1AMCtgeFwmPkDptlQ7sNY9QCQRt2NSAT5ANJTXUF5DP0C8ct0jdZFAQGFhVymtfT9ADQR+N0uTP0A0lNdQXkM/QFMM09Aa3D5AViWyrd0SPkBMxF70Bog9QM52J94cMj5AWX7r1jznPkA0lNdQXkM/QAbLeneeHkBAQnkN5TWUQEBCeQ3lNZRAQEJ5DeU1lEBADyl6Ksp7QEA0lNdQXkM/QD0/CajmQj9Am5Vy5wVFPkDiNZTXUF49QA==\"},\"shape\":[29],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4jWU11BePUB50GJiUak8QMyT64KgSTxAfUZGPEIbPEBeyGooIZE8QGYH5VlTCT1APWaBuj6qPEDuQxEaEEc8QOI1lNdQXj1AJBG3Y1IBPkDptlQ7sNY9QDArYHhcJj5Ac3LynedePUDiNZTXUF49QNKb/gam1DxAEzJFpPDZPEDLHFMhDzs9QOI1lNdQXj1Am5Vy5wVFPkA9Pwmo5kI/QDGU11BeQz9ADyl6Ksp7QEBCeQ3lNZRAQEJ5DeU1lEBA/m0rjC8rQEA0lNdQXkM/QPvtsUM1uD5AgD8IMMGhPUDiNZTXUF49QA==\"},\"shape\":[29],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"k9dQXkN5O0ACMxu6U2Q7QJPXUF5DeTtA1kKVugzCO0DZJkGySzU8QCfaxuBnoztAk9dQXkN5O0A74xOKWKQ6QJPXUF5DeTtA7kMRGhBHPEA9ZoG6Pqo8QGYH5VlTCT1AXshqKCGRPEB8RkY8Qhs8QMyT64KgSTxAedBiYlGpPEDiNZTXUF49QIA/CDDBoT1A++2xQzW4PkA0lNdQXkM/QP5tK4wvK0BAQnkN5TWUQEBCeQ3lNZRAQLxDHrIItD9ANJTXUF5DP0DnI21Auyw+QOI1lNdQXj1AVxhWTwIGPUCqno3lxxY8QPKqvLmLuDtAk9dQXkN5O0A=\"},\"shape\":[31],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"P3kN5TWUOUAk3YOhg/g4QD95DeU1lDlAO+MTilikOkCT11BeQ3k7QCfaxuBnoztA2SZBsks1PEDWQpW6DMI7QJPXUF5DeTtAAjMbulNkO0CT11BeQ3k7QPKqvLmLuDtAqp6N5ccWPEBXGFZPAgY9QOI1lNdQXj1A5yNtQLssPkA0lNdQXkM/QLtDHrIItD9AQnkN5TWUQEBBeQ3lNZRAQDSU11BeQz9A55cT0ioMP0DHfjC7eqA9QOI1lNdQXj1A5gMXqFpvPEAa67BRdYM7QJPXUF5DeTtAFDjAzWAbO0C6ke/93MQ6QIvk6ZlB3zpAQNKcjW5OO0CQUQ0Z4j86QD95DeU1lDlA\"},\"shape\":[33],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QnkN5TWUQECKOUatfkdAQPAhcp/pFEBAQnkN5TWUQEBCeQ3lNZRAQEJ5DeU1lEBA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"8RrKayivN0CMjOXPgRc3QPEaymsorzdAJN2DoYP4OEA+eQ3lNZQ5QJBRDRniPzpAQNKcjW5OO0CL5OmZQd86QLqR7/3cxDpAFTjAzWAbO0CT11BeQ3k7QBrrsFF1gztA5gMXqFpvPEDiNZTXUF49QMd+MLt6oD1A45cT0ioMP0A0lNdQXkM/QEF5DeU1lEBAQnkN5TWUQEBCeQ3lNZRAQOMLrXA1MEBANJTXUF5DP0Bf9yHwPlk+QOI1lNdQXj1AUiTrSez2PEDuGJ5N29c7QJPXUF5DeTtAZBKaJ2rhOkD8gOtFlnQ6QG9VkSOFJDpAmZxRttLwOUAdudWI9uU5QD95DeU1lDlAEiYAZQQlOEDxGsprKK83QA==\"},\"shape\":[35],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"NJTXUF5DP0AtbErN1eg+QL6+znMw7T5ANJTXUF5DP0BWQTbojkxAQEF5DeU1lEBAQnkN5TWUQEBCeQ3lNZRAQPAhcp/pFEBAijlGrX5HQEA0lNdQXkM/QA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[51],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"v2sor6G8BkA2upod7n8FQADlNZTXUO4/AOU1lNdQ7j+/ayivobwGQCKvobyG8hJAhmsp4xq8FUBHZUWZ2MMXQCKvobyG8hJAv2sor6G8BkA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"eA3lNZTXJEB1bcr+CBwjQHgN5TWU1yRAGMprKK+hKEAs4W+/U2oqQMQ3q0QESCpAGMprKK+hKED7C9NWDcYnQHgN5TWU1yRA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"eA3lNZTXJEBrP8k1+3MkQKTakHCLNCJApjkXSYQhI0B4DeU1lNckQCJcEbdYZShAZ7EeUtviJ0C3B3bSgAklQHgN5TWU1yRA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"uIbyGsprLEDzEEmZ66UpQLiG8hrKayxAxXTrtJ/dL0CsobyG8howQP///////zFAT15DeQ3lM0CfvIbyGso1QPEaymsorzdAOrBLFNfYN0DmnZgsbJE4QPEaymsorzdAn7yG8hrKNUBPXkN5DeUzQP///////zFArKG8hvIaMEC4hvIaymssQA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[57],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[70],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"dW3K/ggcI0B4DeU1lNckQPsL01YNxidAGMprKK+hKEDEN6tEBEgqQCzhb79TaipAF8prKK+hKEB4DeU1lNckQHVtyv4IHCNA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"az/JNftzJEB4DeU1lNckQLcHdtKACSVAarEeUtviJ0AiXBG3WGUoQHgN5TWU1yRApjkXSYQhI0Cm2pBwizQiQGs/yTX7cyRA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]]]],[\"tas\",{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AAAAAACgcEAAAAAAAOBwQAAAAAAAIHFAAAAAAABgcUAAAAAAAKBxQAAAAAAA4HFAAAAAAAAgckAAAAAAAGByQAAAAAAAoHJAAAAAAADgckA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p9698\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p9699\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"MultiPolygons\",\"id\":\"p9694\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_alpha\":{\"type\":\"value\",\"value\":0},\"fill_color\":{\"type\":\"field\",\"field\":\"tas\",\"transform\":{\"type\":\"object\",\"name\":\"LinearColorMapper\",\"id\":\"p9687\",\"attributes\":{\"palette\":[\"#fff5f0\",\"#feece3\",\"#fee3d7\",\"#fdd6c5\",\"#fcc7b1\",\"#fcb69c\",\"#fca689\",\"#fc9474\",\"#fb8363\",\"#fb7252\",\"#f86043\",\"#f34b36\",\"#ed392b\",\"#dd2924\",\"#ce1b1e\",\"#be141a\",\"#ae1117\",\"#990c13\",\"#800610\",\"#67000c\"],\"low\":250,\"high\":320}}},\"fill_alpha\":{\"type\":\"value\",\"value\":0.7},\"hatch_color\":{\"type\":\"value\",\"value\":\"#30a2da\"},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.7}}},\"selection_glyph\":{\"type\":\"object\",\"name\":\"MultiPolygons\",\"id\":\"p9703\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_color\":{\"type\":\"value\",\"value\":\"black\"},\"line_alpha\":{\"type\":\"value\",\"value\":0},\"line_width\":{\"type\":\"value\",\"value\":1},\"line_join\":{\"type\":\"value\",\"value\":\"bevel\"},\"line_cap\":{\"type\":\"value\",\"value\":\"butt\"},\"line_dash\":{\"type\":\"value\",\"value\":[]},\"line_dash_offset\":{\"type\":\"value\",\"value\":0},\"fill_color\":{\"type\":\"field\",\"field\":\"tas\",\"transform\":{\"id\":\"p9687\"}},\"fill_alpha\":{\"type\":\"value\",\"value\":0.7},\"hatch_color\":{\"type\":\"value\",\"value\":\"#30a2da\"},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.7},\"hatch_scale\":{\"type\":\"value\",\"value\":12.0},\"hatch_pattern\":{\"type\":\"value\",\"value\":null},\"hatch_weight\":{\"type\":\"value\",\"value\":1.0}}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"MultiPolygons\",\"id\":\"p9695\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_alpha\":{\"type\":\"value\",\"value\":0},\"fill_color\":{\"type\":\"field\",\"field\":\"tas\",\"transform\":{\"id\":\"p9687\"}},\"fill_alpha\":{\"type\":\"value\",\"value\":0.7},\"hatch_color\":{\"type\":\"value\",\"value\":\"#30a2da\"},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.1}}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"MultiPolygons\",\"id\":\"p9696\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_alpha\":{\"type\":\"value\",\"value\":0.2},\"fill_color\":{\"type\":\"field\",\"field\":\"tas\",\"transform\":{\"id\":\"p9687\"}},\"fill_alpha\":{\"type\":\"value\",\"value\":0.2},\"hatch_color\":{\"type\":\"value\",\"value\":\"#30a2da\"},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.2}}}}}],\"toolbar\":{\"type\":\"object\",\"name\":\"Toolbar\",\"id\":\"p9645\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p9614\",\"attributes\":{\"renderers\":\"auto\",\"zoom_on_axis\":false}},{\"type\":\"object\",\"name\":\"BoxZoomTool\",\"id\":\"p9615\",\"attributes\":{\"overlay\":{\"type\":\"object\",\"name\":\"BoxAnnotation\",\"id\":\"p1172\",\"attributes\":{\"syncable\":false,\"level\":\"overlay\",\"visible\":false,\"left\":{\"type\":\"number\",\"value\":\"nan\"},\"right\":{\"type\":\"number\",\"value\":\"nan\"},\"top\":{\"type\":\"number\",\"value\":\"nan\"},\"bottom\":{\"type\":\"number\",\"value\":\"nan\"},\"left_units\":\"canvas\",\"right_units\":\"canvas\",\"top_units\":\"canvas\",\"bottom_units\":\"canvas\",\"line_color\":\"black\",\"line_alpha\":1.0,\"line_width\":2,\"line_dash\":[4,4],\"fill_color\":\"lightgrey\",\"fill_alpha\":0.5}},\"match_aspect\":true}},{\"type\":\"object\",\"name\":\"HoverTool\",\"id\":\"p9635\",\"attributes\":{\"tags\":[\"hv_created\"],\"renderers\":[{\"id\":\"p9697\"}],\"tooltips\":[[\"Near-Surface Air Temperature (K)\",\"@{tas}\"]]}},{\"type\":\"object\",\"name\":\"SaveTool\",\"id\":\"p9658\"},{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p9659\"},{\"type\":\"object\",\"name\":\"ResetTool\",\"id\":\"p9660\"}],\"active_drag\":{\"id\":\"p9659\"}}},\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p9653\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p9654\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p9655\"},\"axis_label\":\"Latitude\",\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p9656\"}}}],\"right\":[{\"type\":\"object\",\"name\":\"ColorBar\",\"id\":\"p9701\",\"attributes\":{\"location\":[0,0],\"title\":\"Yearly Average Temperature (K)\",\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p9700\",\"attributes\":{\"mantissas\":[1,2,5]}},\"major_label_policy\":{\"type\":\"object\",\"name\":\"NoOverlap\",\"id\":\"p9702\"},\"label_standoff\":8,\"major_tick_line_color\":\"black\",\"bar_line_color\":\"black\",\"color_mapper\":{\"id\":\"p9687\"}}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p9648\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p9649\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p9650\"},\"axis_label\":\"Longitude\",\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p9651\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p9652\",\"attributes\":{\"axis\":{\"id\":\"p9648\"},\"grid_line_color\":null}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p9657\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"p9653\"},\"grid_line_color\":null}}],\"frame_width\":330,\"frame_height\":300,\"min_border_top\":10,\"min_border_bottom\":10,\"min_border_left\":10,\"min_border_right\":10,\"output_backend\":\"webgl\",\"match_aspect\":true}},{\"type\":\"object\",\"name\":\"panel.models.layout.Column\",\"id\":\"p9704\",\"attributes\":{\"name\":\"WidgetBox63612\",\"css_classes\":[\"panel-widget-box\"],\"stylesheets\":[\"\\n:host(.pn-loading):before, .pn-loading:before {\\n  background-color: #c3c3c3;\\n  mask-size: auto calc(min(50%, 400px));\\n  -webkit-mask-size: auto calc(min(50%, 400px));\\n}\",{\"id\":\"p9708\"},{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"p9715\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.4.1/dist/css/widgetbox.css\"}},{\"id\":\"p9713\"},{\"id\":\"p9706\"},{\"id\":\"p9707\"}],\"margin\":0,\"align\":[\"center\",\"end\"],\"children\":[{\"type\":\"object\",\"name\":\"panel.models.layout.Column\",\"id\":\"p9705\",\"attributes\":{\"name\":\"Column63621\",\"stylesheets\":[\"\\n:host(.pn-loading):before, .pn-loading:before {\\n  background-color: #c3c3c3;\\n  mask-size: auto calc(min(50%, 400px));\\n  -webkit-mask-size: auto calc(min(50%, 400px));\\n}\",{\"id\":\"p9708\"},{\"id\":\"p9713\"},{\"id\":\"p9706\"},{\"id\":\"p9707\"}],\"margin\":0,\"align\":\"start\",\"children\":[{\"type\":\"object\",\"name\":\"Div\",\"id\":\"p9709\",\"attributes\":{\"stylesheets\":[\"\\n:host(.pn-loading):before, .pn-loading:before {\\n  background-color: #c3c3c3;\\n  mask-size: auto calc(min(50%, 400px));\\n  -webkit-mask-size: auto calc(min(50%, 400px));\\n}\",{\"id\":\"p9708\"},{\"id\":\"p9706\"},{\"id\":\"p9707\"}],\"margin\":[5,0,0,10],\"align\":\"start\",\"text\":\"time: <b>1900-01-01 00:00:00</b>\"}},{\"type\":\"object\",\"name\":\"Slider\",\"id\":\"p9711\",\"attributes\":{\"js_property_callbacks\":{\"type\":\"map\",\"entries\":[[\"change:value\",[{\"type\":\"object\",\"name\":\"CustomJS\",\"id\":\"p9719\",\"attributes\":{\"tags\":[[13389679056,[null,\"value\"],[null,null]]],\"args\":{\"type\":\"map\",\"entries\":[[\"bidirectional\",false],[\"properties\",{\"type\":\"map\"}],[\"source\",{\"id\":\"p9711\"}],[\"target\",{\"id\":\"p9709\"}]]},\"code\":\"try { \\n    var labels = ['time: <b>1900-01-01 00:00:00</b>', 'time: <b>1901-01-01 00:00:00</b>', 'time: <b>1902-01-01 00:00:00</b>', 'time: <b>1903-01-01 00:00:00</b>', 'time: <b>1904-01-01 00:00:00</b>', 'time: <b>1905-01-01 00:00:00</b>', 'time: <b>1906-01-01 00:00:00</b>', 'time: <b>1907-01-01 00:00:00</b>', 'time: <b>1908-01-01 00:00:00</b>', 'time: <b>1909-01-01 00:00:00</b>', 'time: <b>1910-01-01 00:00:00</b>', 'time: <b>1911-01-01 00:00:00</b>', 'time: <b>1912-01-01 00:00:00</b>', 'time: <b>1913-01-01 00:00:00</b>', 'time: <b>1914-01-01 00:00:00</b>', 'time: <b>1915-01-01 00:00:00</b>', 'time: <b>1916-01-01 00:00:00</b>', 'time: <b>1917-01-01 00:00:00</b>', 'time: <b>1918-01-01 00:00:00</b>', 'time: <b>1919-01-01 00:00:00</b>', 'time: <b>1920-01-01 00:00:00</b>', 'time: <b>1921-01-01 00:00:00</b>', 'time: <b>1922-01-01 00:00:00</b>', 'time: <b>1923-01-01 00:00:00</b>', 'time: <b>1924-01-01 00:00:00</b>', 'time: <b>1925-01-01 00:00:00</b>', 'time: <b>1926-01-01 00:00:00</b>', 'time: <b>1927-01-01 00:00:00</b>', 'time: <b>1928-01-01 00:00:00</b>', 'time: <b>1929-01-01 00:00:00</b>', 'time: <b>1930-01-01 00:00:00</b>', 'time: <b>1931-01-01 00:00:00</b>', 'time: <b>1932-01-01 00:00:00</b>', 'time: <b>1933-01-01 00:00:00</b>', 'time: <b>1934-01-01 00:00:00</b>', 'time: <b>1935-01-01 00:00:00</b>', 'time: <b>1936-01-01 00:00:00</b>', 'time: <b>1937-01-01 00:00:00</b>', 'time: <b>1938-01-01 00:00:00</b>', 'time: <b>1939-01-01 00:00:00</b>', 'time: <b>1940-01-01 00:00:00</b>', 'time: <b>1941-01-01 00:00:00</b>', 'time: <b>1942-01-01 00:00:00</b>', 'time: <b>1943-01-01 00:00:00</b>', 'time: <b>1944-01-01 00:00:00</b>', 'time: <b>1945-01-01 00:00:00</b>', 'time: <b>1946-01-01 00:00:00</b>', 'time: <b>1947-01-01 00:00:00</b>', 'time: <b>1948-01-01 00:00:00</b>', 'time: <b>1949-01-01 00:00:00</b>', 'time: <b>1950-01-01 00:00:00</b>', 'time: <b>1951-01-01 00:00:00</b>', 'time: <b>1952-01-01 00:00:00</b>', 'time: <b>1953-01-01 00:00:00</b>', 'time: <b>1954-01-01 00:00:00</b>', 'time: <b>1955-01-01 00:00:00</b>', 'time: <b>1956-01-01 00:00:00</b>', 'time: <b>1957-01-01 00:00:00</b>', 'time: <b>1958-01-01 00:00:00</b>', 'time: <b>1959-01-01 00:00:00</b>', 'time: <b>1960-01-01 00:00:00</b>', 'time: <b>1961-01-01 00:00:00</b>', 'time: <b>1962-01-01 00:00:00</b>', 'time: <b>1963-01-01 00:00:00</b>', 'time: <b>1964-01-01 00:00:00</b>', 'time: <b>1965-01-01 00:00:00</b>', 'time: <b>1966-01-01 00:00:00</b>', 'time: <b>1967-01-01 00:00:00</b>', 'time: <b>1968-01-01 00:00:00</b>', 'time: <b>1969-01-01 00:00:00</b>', 'time: <b>1970-01-01 00:00:00</b>', 'time: <b>1971-01-01 00:00:00</b>', 'time: <b>1972-01-01 00:00:00</b>', 'time: <b>1973-01-01 00:00:00</b>', 'time: <b>1974-01-01 00:00:00</b>', 'time: <b>1975-01-01 00:00:00</b>', 'time: <b>1976-01-01 00:00:00</b>', 'time: <b>1977-01-01 00:00:00</b>', 'time: <b>1978-01-01 00:00:00</b>', 'time: <b>1979-01-01 00:00:00</b>', 'time: <b>1980-01-01 00:00:00</b>', 'time: <b>1981-01-01 00:00:00</b>', 'time: <b>1982-01-01 00:00:00</b>', 'time: <b>1983-01-01 00:00:00</b>', 'time: <b>1984-01-01 00:00:00</b>', 'time: <b>1985-01-01 00:00:00</b>', 'time: <b>1986-01-01 00:00:00</b>', 'time: <b>1987-01-01 00:00:00</b>', 'time: <b>1988-01-01 00:00:00</b>', 'time: <b>1989-01-01 00:00:00</b>', 'time: <b>1990-01-01 00:00:00</b>', 'time: <b>1991-01-01 00:00:00</b>', 'time: <b>1992-01-01 00:00:00</b>', 'time: <b>1993-01-01 00:00:00</b>', 'time: <b>1994-01-01 00:00:00</b>', 'time: <b>1995-01-01 00:00:00</b>', 'time: <b>1996-01-01 00:00:00</b>', 'time: <b>1997-01-01 00:00:00</b>', 'time: <b>1998-01-01 00:00:00</b>', 'time: <b>1999-01-01 00:00:00</b>', 'time: <b>2000-01-01 00:00:00</b>']\\n    target.text = labels[source.value]\\n     } catch(err) { console.log(err) }\"}}]]]},\"stylesheets\":[\"\\n:host(.pn-loading):before, .pn-loading:before {\\n  background-color: #c3c3c3;\\n  mask-size: auto calc(min(50%, 400px));\\n  -webkit-mask-size: auto calc(min(50%, 400px));\\n}\",{\"id\":\"p9708\"},{\"id\":\"p9706\"},{\"id\":\"p9707\"}],\"margin\":[0,10,5,10],\"align\":\"start\",\"show_value\":false,\"tooltips\":false,\"start\":0,\"end\":100,\"value\":0}}]}}]}}]}},{\"type\":\"object\",\"name\":\"panel.models.comm_manager.CommManager\",\"id\":\"p9720\",\"attributes\":{\"plot_id\":\"p9597\",\"comm_id\":\"d1d2512126d64bf68010c65ce7a4079f\",\"client_comm_id\":\"534a9597158c48e19e849b417fb65eee\"}}],\"defs\":[{\"type\":\"model\",\"name\":\"ReactiveHTML1\"},{\"type\":\"model\",\"name\":\"FlexBox1\",\"properties\":[{\"name\":\"align_content\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"align_items\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"flex_direction\",\"kind\":\"Any\",\"default\":\"row\"},{\"name\":\"flex_wrap\",\"kind\":\"Any\",\"default\":\"wrap\"},{\"name\":\"gap\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"justify_content\",\"kind\":\"Any\",\"default\":\"flex-start\"}]},{\"type\":\"model\",\"name\":\"FloatPanel1\",\"properties\":[{\"name\":\"config\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"contained\",\"kind\":\"Any\",\"default\":true},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"right-top\"},{\"name\":\"offsetx\",\"kind\":\"Any\",\"default\":null},{\"name\":\"offsety\",\"kind\":\"Any\",\"default\":null},{\"name\":\"theme\",\"kind\":\"Any\",\"default\":\"primary\"},{\"name\":\"status\",\"kind\":\"Any\",\"default\":\"normalized\"}]},{\"type\":\"model\",\"name\":\"GridStack1\",\"properties\":[{\"name\":\"mode\",\"kind\":\"Any\",\"default\":\"warn\"},{\"name\":\"ncols\",\"kind\":\"Any\",\"default\":null},{\"name\":\"nrows\",\"kind\":\"Any\",\"default\":null},{\"name\":\"allow_resize\",\"kind\":\"Any\",\"default\":true},{\"name\":\"allow_drag\",\"kind\":\"Any\",\"default\":true},{\"name\":\"state\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"drag1\",\"properties\":[{\"name\":\"slider_width\",\"kind\":\"Any\",\"default\":5},{\"name\":\"slider_color\",\"kind\":\"Any\",\"default\":\"black\"},{\"name\":\"value\",\"kind\":\"Any\",\"default\":50}]},{\"type\":\"model\",\"name\":\"click1\",\"properties\":[{\"name\":\"terminal_output\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"debug_name\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"clears\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"FastWrapper1\",\"properties\":[{\"name\":\"object\",\"kind\":\"Any\",\"default\":null},{\"name\":\"style\",\"kind\":\"Any\",\"default\":null}]},{\"type\":\"model\",\"name\":\"NotificationAreaBase1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"NotificationArea1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"notifications\",\"kind\":\"Any\",\"default\":[]},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0},{\"name\":\"types\",\"kind\":\"Any\",\"default\":[{\"type\":\"map\",\"entries\":[[\"type\",\"warning\"],[\"background\",\"#ffc107\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-exclamation-triangle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]},{\"type\":\"map\",\"entries\":[[\"type\",\"info\"],[\"background\",\"#007bff\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-info-circle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]}]}]},{\"type\":\"model\",\"name\":\"Notification\",\"properties\":[{\"name\":\"background\",\"kind\":\"Any\",\"default\":null},{\"name\":\"duration\",\"kind\":\"Any\",\"default\":3000},{\"name\":\"icon\",\"kind\":\"Any\",\"default\":null},{\"name\":\"message\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"notification_type\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_destroyed\",\"kind\":\"Any\",\"default\":false}]},{\"type\":\"model\",\"name\":\"TemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"BootstrapTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"TemplateEditor1\",\"properties\":[{\"name\":\"layout\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"MaterialTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"copy_to_clipboard1\",\"properties\":[{\"name\":\"fill\",\"kind\":\"Any\",\"default\":\"none\"},{\"name\":\"value\",\"kind\":\"Any\",\"default\":null}]}]}};\n",
+       "  var render_items = [{\"docid\":\"7a55e71a-9c88-4efb-8527-0ad5d614d04c\",\"roots\":{\"p9597\":\"d9a6b71b-4a11-4560-90bd-ac3bd179b452\"},\"root_ids\":[\"p9597\"]}];\n",
+       "  var docs = Object.values(docs_json)\n",
+       "  if (!docs) {\n",
+       "    return\n",
+       "  }\n",
+       "  const py_version = docs[0].version.replace('rc', '-rc.').replace('.dev', '-dev.')\n",
+       "  function embed_document(root) {\n",
+       "    var Bokeh = get_bokeh(root)\n",
+       "    Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
+       "    for (const render_item of render_items) {\n",
+       "      for (const root_id of render_item.root_ids) {\n",
+       "\tconst id_el = document.getElementById(root_id)\n",
+       "\tif (id_el.children.length && (id_el.children[0].className === 'bk-root')) {\n",
+       "\t  const root_el = id_el.children[0]\n",
+       "\t  root_el.id = root_el.id + '-rendered'\n",
+       "\t}\n",
+       "      }\n",
+       "    }\n",
+       "  }\n",
+       "  function get_bokeh(root) {\n",
+       "    if (root.Bokeh === undefined) {\n",
+       "      return null\n",
+       "    } else if (root.Bokeh.version !== py_version) {\n",
+       "      if (root.Bokeh.versions === undefined || !root.Bokeh.versions.has(py_version)) {\n",
+       "\treturn null\n",
+       "      }\n",
+       "      return root.Bokeh.versions.get(py_version);\n",
+       "    } else if (root.Bokeh.version === py_version) {\n",
+       "      return root.Bokeh\n",
+       "    }\n",
+       "    return null\n",
+       "  }\n",
+       "  function is_loaded(root) {\n",
+       "    var Bokeh = get_bokeh(root)\n",
+       "    return (Bokeh != null && Bokeh.Panel !== undefined)\n",
+       "  }\n",
+       "  if (is_loaded(root)) {\n",
+       "    embed_document(root);\n",
+       "  } else {\n",
+       "    var attempts = 0;\n",
+       "    var timer = setInterval(function(root) {\n",
+       "      if (is_loaded(root)) {\n",
+       "        clearInterval(timer);\n",
+       "        embed_document(root);\n",
+       "      } else if (document.readyState == \"complete\") {\n",
+       "        attempts++;\n",
+       "        if (attempts > 200) {\n",
+       "          clearInterval(timer);\n",
+       "\t  var Bokeh = get_bokeh(root)\n",
+       "\t  if (Bokeh == null || Bokeh.Panel == null) {\n",
+       "            console.warn(\"Panel: ERROR: Unable to run Panel code because Bokeh or Panel library is missing\");\n",
+       "\t  } else {\n",
+       "\t    console.warn(\"Panel: WARNING: Attempting to render but not all required libraries could be resolved.\")\n",
+       "\t    embed_document(root)\n",
+       "\t  }\n",
+       "        }\n",
+       "      }\n",
+       "    }, 25, root)\n",
+       "  }\n",
+       "})(window);</script>"
+      ],
       "text/plain": [
-       "<Figure size 640x480 with 2 Axes>"
+       "Column\n",
+       "    [0] HoloViews(DynamicMap, sizing_mode='fixed', widget_location='bottom')\n",
+       "    [1] WidgetBox(align=('center', 'end'))\n",
+       "        [0] DiscreteSlider(name='time', options={'1900-01-01 00:00:00': cf...}, value=cftime.DatetimeNoLeap(1900...)"
       ]
      },
-     "metadata": {},
-     "output_type": "display_data"
+     "execution_count": 73,
+     "metadata": {
+      "application/vnd.holoviews_exec.v0+json": {
+       "id": "p9597"
+      }
+     },
+     "output_type": "execute_result"
     }
    ],
    "source": [
-    "ds.tos.isel(time=0).plot()"
+    "dset_dict['CMIP6.CMIP.NCAR.CESM2.historical.r1i1p1f1.Amon.tas.gn.v20190308'].tas.hvplot.contourf(x='lon',\n",
+    "                                                                                                 y='lat',\n",
+    "                                                                                                 cmap='Reds',\n",
+    "                                                                                                 levels=20,\n",
+    "                                                                                                 clim=(250, 320),\n",
+    "                                                                                                 features=[\"land\", \"ocean\"],\n",
+    "                                                                                                 alpha=0.7,\n",
+    "                                                                                                 widget_location='bottom',\n",
+    "                                                                                                 clabel=\"Yearly Average Temperature (K)\",\n",
+    "                                                                                                 geo=True)"
    ]
   },
   {

From 238bae6207ba6ea9ace1fc6f17a0ca2f7a3e0a4d Mon Sep 17 00:00:00 2001
From: mgrover1 <mgroverwx@gmail.com>
Date: Thu, 13 Jun 2024 16:43:18 -0600
Subject: [PATCH 3/3] ADD: Add last conclusion section

---
 notebooks/use-intake-esgf-with-rooki.ipynb | 686 +++++----------------
 1 file changed, 160 insertions(+), 526 deletions(-)

diff --git a/notebooks/use-intake-esgf-with-rooki.ipynb b/notebooks/use-intake-esgf-with-rooki.ipynb
index 208fb3a..3f508c2 100644
--- a/notebooks/use-intake-esgf-with-rooki.ipynb
+++ b/notebooks/use-intake-esgf-with-rooki.ipynb
@@ -5,7 +5,7 @@
    "id": "5191269c-944c-4516-9f51-6cdfc704852a",
    "metadata": {},
    "source": [
-    "![<image title>](http://link.com/to/image.png \"image alt text\")"
+    "<img src=\"images/intake-rooki-demo.png\" width=500 alt=\"Intake Rooki Demo\"></img>"
    ]
   },
   {
@@ -55,8 +55,9 @@
     "\n",
     "| Concepts | Importance | Notes |\n",
     "| --- | --- | --- |\n",
-    "| [Intro to Intake-ESGF](intro-search) | Necessary | |\n",
-    "| [Intro to Rooki](rooki) | Helpful | Familiarity with metadata structure |\n",
+    "| [Intro to Intake-ESGF](intro-search) | Necessary | How to configure a search and use output |\n",
+    "| [Intro to Rooki](rooki) | Helpful | How to initialize and run rooki |\n",
+    "| [Intro to hvPlot](https://hvplot.holoviz.org/user_guide/Geographic_Data.html) | Necessary | How to plot interactive visualizations |\n",
     "\n",
     "- **Time to learn**: 30 minutes"
    ]
@@ -79,7 +80,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 45,
+   "execution_count": 89,
    "id": "c12d0875-9794-4101-b74f-346148cb36c0",
    "metadata": {
     "tags": []
@@ -250,7 +251,7 @@
        "    document.body.appendChild(element);\n",
        "  }\n",
        "\n",
-       "  var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.4.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.4.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.4.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.4.0.min.js\", \"https://cdn.holoviz.org/panel/1.4.1/dist/panel.min.js\"];\n",
+       "  var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.4.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.4.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.4.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.4.0.min.js\", \"https://cdn.holoviz.org/panel/1.4.1/dist/panel.min.js\", \"https://cdn.jsdelivr.net/npm/@holoviz/geoviews@1.12.0/dist/geoviews.min.js\"];\n",
        "  var js_modules = [];\n",
        "  var js_exports = {};\n",
        "  var css_urls = [];\n",
@@ -323,7 +324,7 @@
        "  setTimeout(load_or_wait, 100)\n",
        "}(window));"
       ],
-      "application/vnd.holoviews_load.v0+json": "(function(root) {\n  function now() {\n    return new Date();\n  }\n\n  var force = true;\n  var py_version = '3.4.0'.replace('rc', '-rc.').replace('.dev', '-dev.');\n  var reloading = false;\n  var Bokeh = root.Bokeh;\n\n  if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n    root._bokeh_timeout = Date.now() + 5000;\n    root._bokeh_failed_load = false;\n  }\n\n  function run_callbacks() {\n    try {\n      root._bokeh_onload_callbacks.forEach(function(callback) {\n        if (callback != null)\n          callback();\n      });\n    } finally {\n      delete root._bokeh_onload_callbacks;\n    }\n    console.debug(\"Bokeh: all callbacks have finished\");\n  }\n\n  function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n    if (css_urls == null) css_urls = [];\n    if (js_urls == null) js_urls = [];\n    if (js_modules == null) js_modules = [];\n    if (js_exports == null) js_exports = {};\n\n    root._bokeh_onload_callbacks.push(callback);\n\n    if (root._bokeh_is_loading > 0) {\n      console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n      return null;\n    }\n    if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n      run_callbacks();\n      return null;\n    }\n    if (!reloading) {\n      console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n    }\n\n    function on_load() {\n      root._bokeh_is_loading--;\n      if (root._bokeh_is_loading === 0) {\n        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n        run_callbacks()\n      }\n    }\n    window._bokeh_on_load = on_load\n\n    function on_error() {\n      console.error(\"failed to load \" + url);\n    }\n\n    var skip = [];\n    if (window.requirejs) {\n      window.requirejs.config({'packages': {}, 'paths': {}, 'shim': {}});\n      root._bokeh_is_loading = css_urls.length + 0;\n    } else {\n      root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n    }\n\n    var existing_stylesheets = []\n    var links = document.getElementsByTagName('link')\n    for (var i = 0; i < links.length; i++) {\n      var link = links[i]\n      if (link.href != null) {\n\texisting_stylesheets.push(link.href)\n      }\n    }\n    for (var i = 0; i < css_urls.length; i++) {\n      var url = css_urls[i];\n      if (existing_stylesheets.indexOf(url) !== -1) {\n\ton_load()\n\tcontinue;\n      }\n      const element = document.createElement(\"link\");\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.rel = \"stylesheet\";\n      element.type = \"text/css\";\n      element.href = url;\n      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n      document.body.appendChild(element);\n    }    var existing_scripts = []\n    var scripts = document.getElementsByTagName('script')\n    for (var i = 0; i < scripts.length; i++) {\n      var script = scripts[i]\n      if (script.src != null) {\n\texisting_scripts.push(script.src)\n      }\n    }\n    for (var i = 0; i < js_urls.length; i++) {\n      var url = js_urls[i];\n      if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t  on_load();\n\t}\n\tcontinue;\n      }\n      var element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.async = false;\n      element.src = url;\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n    for (var i = 0; i < js_modules.length; i++) {\n      var url = js_modules[i];\n      if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t  on_load();\n\t}\n\tcontinue;\n      }\n      var element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.async = false;\n      element.src = url;\n      element.type = \"module\";\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n    for (const name in js_exports) {\n      var url = js_exports[name];\n      if (skip.indexOf(url) >= 0 || root[name] != null) {\n\tif (!window.requirejs) {\n\t  on_load();\n\t}\n\tcontinue;\n      }\n      var element = document.createElement('script');\n      element.onerror = on_error;\n      element.async = false;\n      element.type = \"module\";\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      element.textContent = `\n      import ${name} from \"${url}\"\n      window.${name} = ${name}\n      window._bokeh_on_load()\n      `\n      document.head.appendChild(element);\n    }\n    if (!js_urls.length && !js_modules.length) {\n      on_load()\n    }\n  };\n\n  function inject_raw_css(css) {\n    const element = document.createElement(\"style\");\n    element.appendChild(document.createTextNode(css));\n    document.body.appendChild(element);\n  }\n\n  var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.4.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.4.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.4.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.4.0.min.js\", \"https://cdn.holoviz.org/panel/1.4.1/dist/panel.min.js\"];\n  var js_modules = [];\n  var js_exports = {};\n  var css_urls = [];\n  var inline_js = [    function(Bokeh) {\n      Bokeh.set_log_level(\"info\");\n    },\nfunction(Bokeh) {} // ensure no trailing comma for IE\n  ];\n\n  function run_inline_js() {\n    if ((root.Bokeh !== undefined) || (force === true)) {\n      for (var i = 0; i < inline_js.length; i++) {\n\ttry {\n          inline_js[i].call(root, root.Bokeh);\n\t} catch(e) {\n\t  if (!reloading) {\n\t    throw e;\n\t  }\n\t}\n      }\n      // Cache old bokeh versions\n      if (Bokeh != undefined && !reloading) {\n\tvar NewBokeh = root.Bokeh;\n\tif (Bokeh.versions === undefined) {\n\t  Bokeh.versions = new Map();\n\t}\n\tif (NewBokeh.version !== Bokeh.version) {\n\t  Bokeh.versions.set(NewBokeh.version, NewBokeh)\n\t}\n\troot.Bokeh = Bokeh;\n      }} else if (Date.now() < root._bokeh_timeout) {\n      setTimeout(run_inline_js, 100);\n    } else if (!root._bokeh_failed_load) {\n      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n      root._bokeh_failed_load = true;\n    }\n    root._bokeh_is_initializing = false\n  }\n\n  function load_or_wait() {\n    // Implement a backoff loop that tries to ensure we do not load multiple\n    // versions of Bokeh and its dependencies at the same time.\n    // In recent versions we use the root._bokeh_is_initializing flag\n    // to determine whether there is an ongoing attempt to initialize\n    // bokeh, however for backward compatibility we also try to ensure\n    // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n    // before older versions are fully initialized.\n    if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n      root._bokeh_is_initializing = false;\n      root._bokeh_onload_callbacks = undefined;\n      console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n      load_or_wait();\n    } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n      setTimeout(load_or_wait, 100);\n    } else {\n      root._bokeh_is_initializing = true\n      root._bokeh_onload_callbacks = []\n      var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n      if (!reloading && !bokeh_loaded) {\n\troot.Bokeh = undefined;\n      }\n      load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n\trun_inline_js();\n      });\n    }\n  }\n  // Give older versions of the autoload script a head-start to ensure\n  // they initialize before we start loading newer version.\n  setTimeout(load_or_wait, 100)\n}(window));"
+      "application/vnd.holoviews_load.v0+json": "(function(root) {\n  function now() {\n    return new Date();\n  }\n\n  var force = true;\n  var py_version = '3.4.0'.replace('rc', '-rc.').replace('.dev', '-dev.');\n  var reloading = false;\n  var Bokeh = root.Bokeh;\n\n  if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n    root._bokeh_timeout = Date.now() + 5000;\n    root._bokeh_failed_load = false;\n  }\n\n  function run_callbacks() {\n    try {\n      root._bokeh_onload_callbacks.forEach(function(callback) {\n        if (callback != null)\n          callback();\n      });\n    } finally {\n      delete root._bokeh_onload_callbacks;\n    }\n    console.debug(\"Bokeh: all callbacks have finished\");\n  }\n\n  function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n    if (css_urls == null) css_urls = [];\n    if (js_urls == null) js_urls = [];\n    if (js_modules == null) js_modules = [];\n    if (js_exports == null) js_exports = {};\n\n    root._bokeh_onload_callbacks.push(callback);\n\n    if (root._bokeh_is_loading > 0) {\n      console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n      return null;\n    }\n    if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n      run_callbacks();\n      return null;\n    }\n    if (!reloading) {\n      console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n    }\n\n    function on_load() {\n      root._bokeh_is_loading--;\n      if (root._bokeh_is_loading === 0) {\n        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n        run_callbacks()\n      }\n    }\n    window._bokeh_on_load = on_load\n\n    function on_error() {\n      console.error(\"failed to load \" + url);\n    }\n\n    var skip = [];\n    if (window.requirejs) {\n      window.requirejs.config({'packages': {}, 'paths': {}, 'shim': {}});\n      root._bokeh_is_loading = css_urls.length + 0;\n    } else {\n      root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n    }\n\n    var existing_stylesheets = []\n    var links = document.getElementsByTagName('link')\n    for (var i = 0; i < links.length; i++) {\n      var link = links[i]\n      if (link.href != null) {\n\texisting_stylesheets.push(link.href)\n      }\n    }\n    for (var i = 0; i < css_urls.length; i++) {\n      var url = css_urls[i];\n      if (existing_stylesheets.indexOf(url) !== -1) {\n\ton_load()\n\tcontinue;\n      }\n      const element = document.createElement(\"link\");\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.rel = \"stylesheet\";\n      element.type = \"text/css\";\n      element.href = url;\n      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n      document.body.appendChild(element);\n    }    var existing_scripts = []\n    var scripts = document.getElementsByTagName('script')\n    for (var i = 0; i < scripts.length; i++) {\n      var script = scripts[i]\n      if (script.src != null) {\n\texisting_scripts.push(script.src)\n      }\n    }\n    for (var i = 0; i < js_urls.length; i++) {\n      var url = js_urls[i];\n      if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t  on_load();\n\t}\n\tcontinue;\n      }\n      var element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.async = false;\n      element.src = url;\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n    for (var i = 0; i < js_modules.length; i++) {\n      var url = js_modules[i];\n      if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t  on_load();\n\t}\n\tcontinue;\n      }\n      var element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.async = false;\n      element.src = url;\n      element.type = \"module\";\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n    for (const name in js_exports) {\n      var url = js_exports[name];\n      if (skip.indexOf(url) >= 0 || root[name] != null) {\n\tif (!window.requirejs) {\n\t  on_load();\n\t}\n\tcontinue;\n      }\n      var element = document.createElement('script');\n      element.onerror = on_error;\n      element.async = false;\n      element.type = \"module\";\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      element.textContent = `\n      import ${name} from \"${url}\"\n      window.${name} = ${name}\n      window._bokeh_on_load()\n      `\n      document.head.appendChild(element);\n    }\n    if (!js_urls.length && !js_modules.length) {\n      on_load()\n    }\n  };\n\n  function inject_raw_css(css) {\n    const element = document.createElement(\"style\");\n    element.appendChild(document.createTextNode(css));\n    document.body.appendChild(element);\n  }\n\n  var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.4.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.4.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.4.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.4.0.min.js\", \"https://cdn.holoviz.org/panel/1.4.1/dist/panel.min.js\", \"https://cdn.jsdelivr.net/npm/@holoviz/geoviews@1.12.0/dist/geoviews.min.js\"];\n  var js_modules = [];\n  var js_exports = {};\n  var css_urls = [];\n  var inline_js = [    function(Bokeh) {\n      Bokeh.set_log_level(\"info\");\n    },\nfunction(Bokeh) {} // ensure no trailing comma for IE\n  ];\n\n  function run_inline_js() {\n    if ((root.Bokeh !== undefined) || (force === true)) {\n      for (var i = 0; i < inline_js.length; i++) {\n\ttry {\n          inline_js[i].call(root, root.Bokeh);\n\t} catch(e) {\n\t  if (!reloading) {\n\t    throw e;\n\t  }\n\t}\n      }\n      // Cache old bokeh versions\n      if (Bokeh != undefined && !reloading) {\n\tvar NewBokeh = root.Bokeh;\n\tif (Bokeh.versions === undefined) {\n\t  Bokeh.versions = new Map();\n\t}\n\tif (NewBokeh.version !== Bokeh.version) {\n\t  Bokeh.versions.set(NewBokeh.version, NewBokeh)\n\t}\n\troot.Bokeh = Bokeh;\n      }} else if (Date.now() < root._bokeh_timeout) {\n      setTimeout(run_inline_js, 100);\n    } else if (!root._bokeh_failed_load) {\n      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n      root._bokeh_failed_load = true;\n    }\n    root._bokeh_is_initializing = false\n  }\n\n  function load_or_wait() {\n    // Implement a backoff loop that tries to ensure we do not load multiple\n    // versions of Bokeh and its dependencies at the same time.\n    // In recent versions we use the root._bokeh_is_initializing flag\n    // to determine whether there is an ongoing attempt to initialize\n    // bokeh, however for backward compatibility we also try to ensure\n    // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n    // before older versions are fully initialized.\n    if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n      root._bokeh_is_initializing = false;\n      root._bokeh_onload_callbacks = undefined;\n      console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n      load_or_wait();\n    } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n      setTimeout(load_or_wait, 100);\n    } else {\n      root._bokeh_is_initializing = true\n      root._bokeh_onload_callbacks = []\n      var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n      if (!reloading && !bokeh_loaded) {\n\troot.Bokeh = undefined;\n      }\n      load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n\trun_inline_js();\n      });\n    }\n  }\n  // Give older versions of the autoload script a head-start to ensure\n  // they initialize before we start loading newer version.\n  setTimeout(load_or_wait, 100)\n}(window));"
      },
      "metadata": {},
      "output_type": "display_data"
@@ -604,12 +605,12 @@
      "data": {
       "application/vnd.holoviews_exec.v0+json": "",
       "text/html": [
-       "<div id='p1002'>\n",
-       "  <div id=\"ee7f911e-40d9-4287-aef5-54cb4112e436\" data-root-id=\"p1002\" style=\"display: contents;\"></div>\n",
+       "<div id='p13376'>\n",
+       "  <div id=\"ee599f8f-fbb8-4583-817a-f20e41174577\" data-root-id=\"p13376\" style=\"display: contents;\"></div>\n",
        "</div>\n",
        "<script type=\"application/javascript\">(function(root) {\n",
-       "  var docs_json = {\"0624fbf0-5f99-43e9-99d0-a3371a27c96c\":{\"version\":\"3.4.0\",\"title\":\"Bokeh Application\",\"roots\":[{\"type\":\"object\",\"name\":\"panel.models.browser.BrowserInfo\",\"id\":\"p1002\"},{\"type\":\"object\",\"name\":\"panel.models.comm_manager.CommManager\",\"id\":\"p1003\",\"attributes\":{\"plot_id\":\"p1002\",\"comm_id\":\"a1c20f11571949ba8252440b3ad1c260\",\"client_comm_id\":\"624c4b33a8674ab4bbce99c9c353858e\"}}],\"defs\":[{\"type\":\"model\",\"name\":\"ReactiveHTML1\"},{\"type\":\"model\",\"name\":\"FlexBox1\",\"properties\":[{\"name\":\"align_content\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"align_items\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"flex_direction\",\"kind\":\"Any\",\"default\":\"row\"},{\"name\":\"flex_wrap\",\"kind\":\"Any\",\"default\":\"wrap\"},{\"name\":\"gap\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"justify_content\",\"kind\":\"Any\",\"default\":\"flex-start\"}]},{\"type\":\"model\",\"name\":\"FloatPanel1\",\"properties\":[{\"name\":\"config\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"contained\",\"kind\":\"Any\",\"default\":true},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"right-top\"},{\"name\":\"offsetx\",\"kind\":\"Any\",\"default\":null},{\"name\":\"offsety\",\"kind\":\"Any\",\"default\":null},{\"name\":\"theme\",\"kind\":\"Any\",\"default\":\"primary\"},{\"name\":\"status\",\"kind\":\"Any\",\"default\":\"normalized\"}]},{\"type\":\"model\",\"name\":\"GridStack1\",\"properties\":[{\"name\":\"mode\",\"kind\":\"Any\",\"default\":\"warn\"},{\"name\":\"ncols\",\"kind\":\"Any\",\"default\":null},{\"name\":\"nrows\",\"kind\":\"Any\",\"default\":null},{\"name\":\"allow_resize\",\"kind\":\"Any\",\"default\":true},{\"name\":\"allow_drag\",\"kind\":\"Any\",\"default\":true},{\"name\":\"state\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"drag1\",\"properties\":[{\"name\":\"slider_width\",\"kind\":\"Any\",\"default\":5},{\"name\":\"slider_color\",\"kind\":\"Any\",\"default\":\"black\"},{\"name\":\"value\",\"kind\":\"Any\",\"default\":50}]},{\"type\":\"model\",\"name\":\"click1\",\"properties\":[{\"name\":\"terminal_output\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"debug_name\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"clears\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"FastWrapper1\",\"properties\":[{\"name\":\"object\",\"kind\":\"Any\",\"default\":null},{\"name\":\"style\",\"kind\":\"Any\",\"default\":null}]},{\"type\":\"model\",\"name\":\"NotificationAreaBase1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"NotificationArea1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"notifications\",\"kind\":\"Any\",\"default\":[]},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0},{\"name\":\"types\",\"kind\":\"Any\",\"default\":[{\"type\":\"map\",\"entries\":[[\"type\",\"warning\"],[\"background\",\"#ffc107\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-exclamation-triangle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]},{\"type\":\"map\",\"entries\":[[\"type\",\"info\"],[\"background\",\"#007bff\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-info-circle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]}]}]},{\"type\":\"model\",\"name\":\"Notification\",\"properties\":[{\"name\":\"background\",\"kind\":\"Any\",\"default\":null},{\"name\":\"duration\",\"kind\":\"Any\",\"default\":3000},{\"name\":\"icon\",\"kind\":\"Any\",\"default\":null},{\"name\":\"message\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"notification_type\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_destroyed\",\"kind\":\"Any\",\"default\":false}]},{\"type\":\"model\",\"name\":\"TemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"BootstrapTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"TemplateEditor1\",\"properties\":[{\"name\":\"layout\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"MaterialTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"copy_to_clipboard1\",\"properties\":[{\"name\":\"fill\",\"kind\":\"Any\",\"default\":\"none\"},{\"name\":\"value\",\"kind\":\"Any\",\"default\":null}]}]}};\n",
-       "  var render_items = [{\"docid\":\"0624fbf0-5f99-43e9-99d0-a3371a27c96c\",\"roots\":{\"p1002\":\"ee7f911e-40d9-4287-aef5-54cb4112e436\"},\"root_ids\":[\"p1002\"]}];\n",
+       "  var docs_json = {\"f2fce3de-7b44-4e67-86ee-8b7491905a61\":{\"version\":\"3.4.0\",\"title\":\"Bokeh Application\",\"roots\":[{\"type\":\"object\",\"name\":\"panel.models.browser.BrowserInfo\",\"id\":\"p13376\"},{\"type\":\"object\",\"name\":\"panel.models.comm_manager.CommManager\",\"id\":\"p13377\",\"attributes\":{\"plot_id\":\"p13376\",\"comm_id\":\"8835d492eafd4e6b80f09d289b7e9b55\",\"client_comm_id\":\"df77b7a0cf5e4a84b846163527a7ff53\"}}],\"defs\":[{\"type\":\"model\",\"name\":\"ReactiveHTML1\"},{\"type\":\"model\",\"name\":\"FlexBox1\",\"properties\":[{\"name\":\"align_content\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"align_items\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"flex_direction\",\"kind\":\"Any\",\"default\":\"row\"},{\"name\":\"flex_wrap\",\"kind\":\"Any\",\"default\":\"wrap\"},{\"name\":\"gap\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"justify_content\",\"kind\":\"Any\",\"default\":\"flex-start\"}]},{\"type\":\"model\",\"name\":\"FloatPanel1\",\"properties\":[{\"name\":\"config\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"contained\",\"kind\":\"Any\",\"default\":true},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"right-top\"},{\"name\":\"offsetx\",\"kind\":\"Any\",\"default\":null},{\"name\":\"offsety\",\"kind\":\"Any\",\"default\":null},{\"name\":\"theme\",\"kind\":\"Any\",\"default\":\"primary\"},{\"name\":\"status\",\"kind\":\"Any\",\"default\":\"normalized\"}]},{\"type\":\"model\",\"name\":\"GridStack1\",\"properties\":[{\"name\":\"mode\",\"kind\":\"Any\",\"default\":\"warn\"},{\"name\":\"ncols\",\"kind\":\"Any\",\"default\":null},{\"name\":\"nrows\",\"kind\":\"Any\",\"default\":null},{\"name\":\"allow_resize\",\"kind\":\"Any\",\"default\":true},{\"name\":\"allow_drag\",\"kind\":\"Any\",\"default\":true},{\"name\":\"state\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"drag1\",\"properties\":[{\"name\":\"slider_width\",\"kind\":\"Any\",\"default\":5},{\"name\":\"slider_color\",\"kind\":\"Any\",\"default\":\"black\"},{\"name\":\"value\",\"kind\":\"Any\",\"default\":50}]},{\"type\":\"model\",\"name\":\"click1\",\"properties\":[{\"name\":\"terminal_output\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"debug_name\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"clears\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"FastWrapper1\",\"properties\":[{\"name\":\"object\",\"kind\":\"Any\",\"default\":null},{\"name\":\"style\",\"kind\":\"Any\",\"default\":null}]},{\"type\":\"model\",\"name\":\"NotificationAreaBase1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"NotificationArea1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"notifications\",\"kind\":\"Any\",\"default\":[]},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0},{\"name\":\"types\",\"kind\":\"Any\",\"default\":[{\"type\":\"map\",\"entries\":[[\"type\",\"warning\"],[\"background\",\"#ffc107\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-exclamation-triangle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]},{\"type\":\"map\",\"entries\":[[\"type\",\"info\"],[\"background\",\"#007bff\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-info-circle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]}]}]},{\"type\":\"model\",\"name\":\"Notification\",\"properties\":[{\"name\":\"background\",\"kind\":\"Any\",\"default\":null},{\"name\":\"duration\",\"kind\":\"Any\",\"default\":3000},{\"name\":\"icon\",\"kind\":\"Any\",\"default\":null},{\"name\":\"message\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"notification_type\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_destroyed\",\"kind\":\"Any\",\"default\":false}]},{\"type\":\"model\",\"name\":\"TemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"BootstrapTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"TemplateEditor1\",\"properties\":[{\"name\":\"layout\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"MaterialTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"copy_to_clipboard1\",\"properties\":[{\"name\":\"fill\",\"kind\":\"Any\",\"default\":\"none\"},{\"name\":\"value\",\"kind\":\"Any\",\"default\":null}]}]}};\n",
+       "  var render_items = [{\"docid\":\"f2fce3de-7b44-4e67-86ee-8b7491905a61\",\"roots\":{\"p13376\":\"ee599f8f-fbb8-4583-817a-f20e41174577\"},\"root_ids\":[\"p13376\"]}];\n",
        "  var docs = Object.values(docs_json)\n",
        "  if (!docs) {\n",
        "    return\n",
@@ -673,521 +674,96 @@
      },
      "metadata": {
       "application/vnd.holoviews_exec.v0+json": {
-       "id": "p1002"
+       "id": "p13376"
       }
      },
      "output_type": "display_data"
     },
-    {
-     "data": {
-      "application/javascript": [
-       "(function(root) {\n",
-       "  function now() {\n",
-       "    return new Date();\n",
-       "  }\n",
-       "\n",
-       "  var force = true;\n",
-       "  var py_version = '3.4.0'.replace('rc', '-rc.').replace('.dev', '-dev.');\n",
-       "  var reloading = true;\n",
-       "  var Bokeh = root.Bokeh;\n",
-       "\n",
-       "  if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n",
-       "    root._bokeh_timeout = Date.now() + 5000;\n",
-       "    root._bokeh_failed_load = false;\n",
-       "  }\n",
-       "\n",
-       "  function run_callbacks() {\n",
-       "    try {\n",
-       "      root._bokeh_onload_callbacks.forEach(function(callback) {\n",
-       "        if (callback != null)\n",
-       "          callback();\n",
-       "      });\n",
-       "    } finally {\n",
-       "      delete root._bokeh_onload_callbacks;\n",
-       "    }\n",
-       "    console.debug(\"Bokeh: all callbacks have finished\");\n",
-       "  }\n",
-       "\n",
-       "  function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n",
-       "    if (css_urls == null) css_urls = [];\n",
-       "    if (js_urls == null) js_urls = [];\n",
-       "    if (js_modules == null) js_modules = [];\n",
-       "    if (js_exports == null) js_exports = {};\n",
-       "\n",
-       "    root._bokeh_onload_callbacks.push(callback);\n",
-       "\n",
-       "    if (root._bokeh_is_loading > 0) {\n",
-       "      console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n",
-       "      return null;\n",
-       "    }\n",
-       "    if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n",
-       "      run_callbacks();\n",
-       "      return null;\n",
-       "    }\n",
-       "    if (!reloading) {\n",
-       "      console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
-       "    }\n",
-       "\n",
-       "    function on_load() {\n",
-       "      root._bokeh_is_loading--;\n",
-       "      if (root._bokeh_is_loading === 0) {\n",
-       "        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n",
-       "        run_callbacks()\n",
-       "      }\n",
-       "    }\n",
-       "    window._bokeh_on_load = on_load\n",
-       "\n",
-       "    function on_error() {\n",
-       "      console.error(\"failed to load \" + url);\n",
-       "    }\n",
-       "\n",
-       "    var skip = [];\n",
-       "    if (window.requirejs) {\n",
-       "      window.requirejs.config({'packages': {}, 'paths': {}, 'shim': {}});\n",
-       "      root._bokeh_is_loading = css_urls.length + 0;\n",
-       "    } else {\n",
-       "      root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n",
-       "    }\n",
-       "\n",
-       "    var existing_stylesheets = []\n",
-       "    var links = document.getElementsByTagName('link')\n",
-       "    for (var i = 0; i < links.length; i++) {\n",
-       "      var link = links[i]\n",
-       "      if (link.href != null) {\n",
-       "\texisting_stylesheets.push(link.href)\n",
-       "      }\n",
-       "    }\n",
-       "    for (var i = 0; i < css_urls.length; i++) {\n",
-       "      var url = css_urls[i];\n",
-       "      if (existing_stylesheets.indexOf(url) !== -1) {\n",
-       "\ton_load()\n",
-       "\tcontinue;\n",
-       "      }\n",
-       "      const element = document.createElement(\"link\");\n",
-       "      element.onload = on_load;\n",
-       "      element.onerror = on_error;\n",
-       "      element.rel = \"stylesheet\";\n",
-       "      element.type = \"text/css\";\n",
-       "      element.href = url;\n",
-       "      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n",
-       "      document.body.appendChild(element);\n",
-       "    }    var existing_scripts = []\n",
-       "    var scripts = document.getElementsByTagName('script')\n",
-       "    for (var i = 0; i < scripts.length; i++) {\n",
-       "      var script = scripts[i]\n",
-       "      if (script.src != null) {\n",
-       "\texisting_scripts.push(script.src)\n",
-       "      }\n",
-       "    }\n",
-       "    for (var i = 0; i < js_urls.length; i++) {\n",
-       "      var url = js_urls[i];\n",
-       "      if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n",
-       "\tif (!window.requirejs) {\n",
-       "\t  on_load();\n",
-       "\t}\n",
-       "\tcontinue;\n",
-       "      }\n",
-       "      var element = document.createElement('script');\n",
-       "      element.onload = on_load;\n",
-       "      element.onerror = on_error;\n",
-       "      element.async = false;\n",
-       "      element.src = url;\n",
-       "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
-       "      document.head.appendChild(element);\n",
-       "    }\n",
-       "    for (var i = 0; i < js_modules.length; i++) {\n",
-       "      var url = js_modules[i];\n",
-       "      if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n",
-       "\tif (!window.requirejs) {\n",
-       "\t  on_load();\n",
-       "\t}\n",
-       "\tcontinue;\n",
-       "      }\n",
-       "      var element = document.createElement('script');\n",
-       "      element.onload = on_load;\n",
-       "      element.onerror = on_error;\n",
-       "      element.async = false;\n",
-       "      element.src = url;\n",
-       "      element.type = \"module\";\n",
-       "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
-       "      document.head.appendChild(element);\n",
-       "    }\n",
-       "    for (const name in js_exports) {\n",
-       "      var url = js_exports[name];\n",
-       "      if (skip.indexOf(url) >= 0 || root[name] != null) {\n",
-       "\tif (!window.requirejs) {\n",
-       "\t  on_load();\n",
-       "\t}\n",
-       "\tcontinue;\n",
-       "      }\n",
-       "      var element = document.createElement('script');\n",
-       "      element.onerror = on_error;\n",
-       "      element.async = false;\n",
-       "      element.type = \"module\";\n",
-       "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
-       "      element.textContent = `\n",
-       "      import ${name} from \"${url}\"\n",
-       "      window.${name} = ${name}\n",
-       "      window._bokeh_on_load()\n",
-       "      `\n",
-       "      document.head.appendChild(element);\n",
-       "    }\n",
-       "    if (!js_urls.length && !js_modules.length) {\n",
-       "      on_load()\n",
-       "    }\n",
-       "  };\n",
-       "\n",
-       "  function inject_raw_css(css) {\n",
-       "    const element = document.createElement(\"style\");\n",
-       "    element.appendChild(document.createTextNode(css));\n",
-       "    document.body.appendChild(element);\n",
-       "  }\n",
-       "\n",
-       "  var js_urls = [];\n",
-       "  var js_modules = [];\n",
-       "  var js_exports = {};\n",
-       "  var css_urls = [];\n",
-       "  var inline_js = [    function(Bokeh) {\n",
-       "      Bokeh.set_log_level(\"info\");\n",
-       "    },\n",
-       "function(Bokeh) {} // ensure no trailing comma for IE\n",
-       "  ];\n",
-       "\n",
-       "  function run_inline_js() {\n",
-       "    if ((root.Bokeh !== undefined) || (force === true)) {\n",
-       "      for (var i = 0; i < inline_js.length; i++) {\n",
-       "\ttry {\n",
-       "          inline_js[i].call(root, root.Bokeh);\n",
-       "\t} catch(e) {\n",
-       "\t  if (!reloading) {\n",
-       "\t    throw e;\n",
-       "\t  }\n",
-       "\t}\n",
-       "      }\n",
-       "      // Cache old bokeh versions\n",
-       "      if (Bokeh != undefined && !reloading) {\n",
-       "\tvar NewBokeh = root.Bokeh;\n",
-       "\tif (Bokeh.versions === undefined) {\n",
-       "\t  Bokeh.versions = new Map();\n",
-       "\t}\n",
-       "\tif (NewBokeh.version !== Bokeh.version) {\n",
-       "\t  Bokeh.versions.set(NewBokeh.version, NewBokeh)\n",
-       "\t}\n",
-       "\troot.Bokeh = Bokeh;\n",
-       "      }} else if (Date.now() < root._bokeh_timeout) {\n",
-       "      setTimeout(run_inline_js, 100);\n",
-       "    } else if (!root._bokeh_failed_load) {\n",
-       "      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
-       "      root._bokeh_failed_load = true;\n",
-       "    }\n",
-       "    root._bokeh_is_initializing = false\n",
-       "  }\n",
-       "\n",
-       "  function load_or_wait() {\n",
-       "    // Implement a backoff loop that tries to ensure we do not load multiple\n",
-       "    // versions of Bokeh and its dependencies at the same time.\n",
-       "    // In recent versions we use the root._bokeh_is_initializing flag\n",
-       "    // to determine whether there is an ongoing attempt to initialize\n",
-       "    // bokeh, however for backward compatibility we also try to ensure\n",
-       "    // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n",
-       "    // before older versions are fully initialized.\n",
-       "    if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n",
-       "      root._bokeh_is_initializing = false;\n",
-       "      root._bokeh_onload_callbacks = undefined;\n",
-       "      console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n",
-       "      load_or_wait();\n",
-       "    } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n",
-       "      setTimeout(load_or_wait, 100);\n",
-       "    } else {\n",
-       "      root._bokeh_is_initializing = true\n",
-       "      root._bokeh_onload_callbacks = []\n",
-       "      var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n",
-       "      if (!reloading && !bokeh_loaded) {\n",
-       "\troot.Bokeh = undefined;\n",
-       "      }\n",
-       "      load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n",
-       "\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n",
-       "\trun_inline_js();\n",
-       "      });\n",
-       "    }\n",
-       "  }\n",
-       "  // Give older versions of the autoload script a head-start to ensure\n",
-       "  // they initialize before we start loading newer version.\n",
-       "  setTimeout(load_or_wait, 100)\n",
-       "}(window));"
-      ],
-      "application/vnd.holoviews_load.v0+json": "(function(root) {\n  function now() {\n    return new Date();\n  }\n\n  var force = true;\n  var py_version = '3.4.0'.replace('rc', '-rc.').replace('.dev', '-dev.');\n  var reloading = true;\n  var Bokeh = root.Bokeh;\n\n  if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n    root._bokeh_timeout = Date.now() + 5000;\n    root._bokeh_failed_load = false;\n  }\n\n  function run_callbacks() {\n    try {\n      root._bokeh_onload_callbacks.forEach(function(callback) {\n        if (callback != null)\n          callback();\n      });\n    } finally {\n      delete root._bokeh_onload_callbacks;\n    }\n    console.debug(\"Bokeh: all callbacks have finished\");\n  }\n\n  function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n    if (css_urls == null) css_urls = [];\n    if (js_urls == null) js_urls = [];\n    if (js_modules == null) js_modules = [];\n    if (js_exports == null) js_exports = {};\n\n    root._bokeh_onload_callbacks.push(callback);\n\n    if (root._bokeh_is_loading > 0) {\n      console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n      return null;\n    }\n    if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n      run_callbacks();\n      return null;\n    }\n    if (!reloading) {\n      console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n    }\n\n    function on_load() {\n      root._bokeh_is_loading--;\n      if (root._bokeh_is_loading === 0) {\n        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n        run_callbacks()\n      }\n    }\n    window._bokeh_on_load = on_load\n\n    function on_error() {\n      console.error(\"failed to load \" + url);\n    }\n\n    var skip = [];\n    if (window.requirejs) {\n      window.requirejs.config({'packages': {}, 'paths': {}, 'shim': {}});\n      root._bokeh_is_loading = css_urls.length + 0;\n    } else {\n      root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n    }\n\n    var existing_stylesheets = []\n    var links = document.getElementsByTagName('link')\n    for (var i = 0; i < links.length; i++) {\n      var link = links[i]\n      if (link.href != null) {\n\texisting_stylesheets.push(link.href)\n      }\n    }\n    for (var i = 0; i < css_urls.length; i++) {\n      var url = css_urls[i];\n      if (existing_stylesheets.indexOf(url) !== -1) {\n\ton_load()\n\tcontinue;\n      }\n      const element = document.createElement(\"link\");\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.rel = \"stylesheet\";\n      element.type = \"text/css\";\n      element.href = url;\n      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n      document.body.appendChild(element);\n    }    var existing_scripts = []\n    var scripts = document.getElementsByTagName('script')\n    for (var i = 0; i < scripts.length; i++) {\n      var script = scripts[i]\n      if (script.src != null) {\n\texisting_scripts.push(script.src)\n      }\n    }\n    for (var i = 0; i < js_urls.length; i++) {\n      var url = js_urls[i];\n      if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t  on_load();\n\t}\n\tcontinue;\n      }\n      var element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.async = false;\n      element.src = url;\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n    for (var i = 0; i < js_modules.length; i++) {\n      var url = js_modules[i];\n      if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t  on_load();\n\t}\n\tcontinue;\n      }\n      var element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.async = false;\n      element.src = url;\n      element.type = \"module\";\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n    for (const name in js_exports) {\n      var url = js_exports[name];\n      if (skip.indexOf(url) >= 0 || root[name] != null) {\n\tif (!window.requirejs) {\n\t  on_load();\n\t}\n\tcontinue;\n      }\n      var element = document.createElement('script');\n      element.onerror = on_error;\n      element.async = false;\n      element.type = \"module\";\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      element.textContent = `\n      import ${name} from \"${url}\"\n      window.${name} = ${name}\n      window._bokeh_on_load()\n      `\n      document.head.appendChild(element);\n    }\n    if (!js_urls.length && !js_modules.length) {\n      on_load()\n    }\n  };\n\n  function inject_raw_css(css) {\n    const element = document.createElement(\"style\");\n    element.appendChild(document.createTextNode(css));\n    document.body.appendChild(element);\n  }\n\n  var js_urls = [];\n  var js_modules = [];\n  var js_exports = {};\n  var css_urls = [];\n  var inline_js = [    function(Bokeh) {\n      Bokeh.set_log_level(\"info\");\n    },\nfunction(Bokeh) {} // ensure no trailing comma for IE\n  ];\n\n  function run_inline_js() {\n    if ((root.Bokeh !== undefined) || (force === true)) {\n      for (var i = 0; i < inline_js.length; i++) {\n\ttry {\n          inline_js[i].call(root, root.Bokeh);\n\t} catch(e) {\n\t  if (!reloading) {\n\t    throw e;\n\t  }\n\t}\n      }\n      // Cache old bokeh versions\n      if (Bokeh != undefined && !reloading) {\n\tvar NewBokeh = root.Bokeh;\n\tif (Bokeh.versions === undefined) {\n\t  Bokeh.versions = new Map();\n\t}\n\tif (NewBokeh.version !== Bokeh.version) {\n\t  Bokeh.versions.set(NewBokeh.version, NewBokeh)\n\t}\n\troot.Bokeh = Bokeh;\n      }} else if (Date.now() < root._bokeh_timeout) {\n      setTimeout(run_inline_js, 100);\n    } else if (!root._bokeh_failed_load) {\n      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n      root._bokeh_failed_load = true;\n    }\n    root._bokeh_is_initializing = false\n  }\n\n  function load_or_wait() {\n    // Implement a backoff loop that tries to ensure we do not load multiple\n    // versions of Bokeh and its dependencies at the same time.\n    // In recent versions we use the root._bokeh_is_initializing flag\n    // to determine whether there is an ongoing attempt to initialize\n    // bokeh, however for backward compatibility we also try to ensure\n    // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n    // before older versions are fully initialized.\n    if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n      root._bokeh_is_initializing = false;\n      root._bokeh_onload_callbacks = undefined;\n      console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n      load_or_wait();\n    } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n      setTimeout(load_or_wait, 100);\n    } else {\n      root._bokeh_is_initializing = true\n      root._bokeh_onload_callbacks = []\n      var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n      if (!reloading && !bokeh_loaded) {\n\troot.Bokeh = undefined;\n      }\n      load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n\trun_inline_js();\n      });\n    }\n  }\n  // Give older versions of the autoload script a head-start to ensure\n  // they initialize before we start loading newer version.\n  setTimeout(load_or_wait, 100)\n}(window));"
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/javascript": [
-       "\n",
-       "if ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n",
-       "  window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n",
-       "}\n",
-       "\n",
-       "\n",
-       "    function JupyterCommManager() {\n",
-       "    }\n",
-       "\n",
-       "    JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n",
-       "      if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n",
-       "        var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n",
-       "        comm_manager.register_target(comm_id, function(comm) {\n",
-       "          comm.on_msg(msg_handler);\n",
-       "        });\n",
-       "      } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n",
-       "        window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n",
-       "          comm.onMsg = msg_handler;\n",
-       "        });\n",
-       "      } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n",
-       "        google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n",
-       "          var messages = comm.messages[Symbol.asyncIterator]();\n",
-       "          function processIteratorResult(result) {\n",
-       "            var message = result.value;\n",
-       "            console.log(message)\n",
-       "            var content = {data: message.data, comm_id};\n",
-       "            var buffers = []\n",
-       "            for (var buffer of message.buffers || []) {\n",
-       "              buffers.push(new DataView(buffer))\n",
-       "            }\n",
-       "            var metadata = message.metadata || {};\n",
-       "            var msg = {content, buffers, metadata}\n",
-       "            msg_handler(msg);\n",
-       "            return messages.next().then(processIteratorResult);\n",
-       "          }\n",
-       "          return messages.next().then(processIteratorResult);\n",
-       "        })\n",
-       "      }\n",
-       "    }\n",
-       "\n",
-       "    JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n",
-       "      if (comm_id in window.PyViz.comms) {\n",
-       "        return window.PyViz.comms[comm_id];\n",
-       "      } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n",
-       "        var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n",
-       "        var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n",
-       "        if (msg_handler) {\n",
-       "          comm.on_msg(msg_handler);\n",
-       "        }\n",
-       "      } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n",
-       "        var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n",
-       "        comm.open();\n",
-       "        if (msg_handler) {\n",
-       "          comm.onMsg = msg_handler;\n",
-       "        }\n",
-       "      } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n",
-       "        var comm_promise = google.colab.kernel.comms.open(comm_id)\n",
-       "        comm_promise.then((comm) => {\n",
-       "          window.PyViz.comms[comm_id] = comm;\n",
-       "          if (msg_handler) {\n",
-       "            var messages = comm.messages[Symbol.asyncIterator]();\n",
-       "            function processIteratorResult(result) {\n",
-       "              var message = result.value;\n",
-       "              var content = {data: message.data};\n",
-       "              var metadata = message.metadata || {comm_id};\n",
-       "              var msg = {content, metadata}\n",
-       "              msg_handler(msg);\n",
-       "              return messages.next().then(processIteratorResult);\n",
-       "            }\n",
-       "            return messages.next().then(processIteratorResult);\n",
-       "          }\n",
-       "        }) \n",
-       "        var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n",
-       "          return comm_promise.then((comm) => {\n",
-       "            comm.send(data, metadata, buffers, disposeOnDone);\n",
-       "          });\n",
-       "        };\n",
-       "        var comm = {\n",
-       "          send: sendClosure\n",
-       "        };\n",
-       "      }\n",
-       "      window.PyViz.comms[comm_id] = comm;\n",
-       "      return comm;\n",
-       "    }\n",
-       "    window.PyViz.comm_manager = new JupyterCommManager();\n",
-       "    \n",
-       "\n",
-       "\n",
-       "var JS_MIME_TYPE = 'application/javascript';\n",
-       "var HTML_MIME_TYPE = 'text/html';\n",
-       "var EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\n",
-       "var CLASS_NAME = 'output';\n",
-       "\n",
-       "/**\n",
-       " * Render data to the DOM node\n",
-       " */\n",
-       "function render(props, node) {\n",
-       "  var div = document.createElement(\"div\");\n",
-       "  var script = document.createElement(\"script\");\n",
-       "  node.appendChild(div);\n",
-       "  node.appendChild(script);\n",
-       "}\n",
-       "\n",
-       "/**\n",
-       " * Handle when a new output is added\n",
-       " */\n",
-       "function handle_add_output(event, handle) {\n",
-       "  var output_area = handle.output_area;\n",
-       "  var output = handle.output;\n",
-       "  if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n",
-       "    return\n",
-       "  }\n",
-       "  var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n",
-       "  var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n",
-       "  if (id !== undefined) {\n",
-       "    var nchildren = toinsert.length;\n",
-       "    var html_node = toinsert[nchildren-1].children[0];\n",
-       "    html_node.innerHTML = output.data[HTML_MIME_TYPE];\n",
-       "    var scripts = [];\n",
-       "    var nodelist = html_node.querySelectorAll(\"script\");\n",
-       "    for (var i in nodelist) {\n",
-       "      if (nodelist.hasOwnProperty(i)) {\n",
-       "        scripts.push(nodelist[i])\n",
-       "      }\n",
-       "    }\n",
-       "\n",
-       "    scripts.forEach( function (oldScript) {\n",
-       "      var newScript = document.createElement(\"script\");\n",
-       "      var attrs = [];\n",
-       "      var nodemap = oldScript.attributes;\n",
-       "      for (var j in nodemap) {\n",
-       "        if (nodemap.hasOwnProperty(j)) {\n",
-       "          attrs.push(nodemap[j])\n",
-       "        }\n",
-       "      }\n",
-       "      attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n",
-       "      newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n",
-       "      oldScript.parentNode.replaceChild(newScript, oldScript);\n",
-       "    });\n",
-       "    if (JS_MIME_TYPE in output.data) {\n",
-       "      toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n",
-       "    }\n",
-       "    output_area._hv_plot_id = id;\n",
-       "    if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n",
-       "      window.PyViz.plot_index[id] = Bokeh.index[id];\n",
-       "    } else {\n",
-       "      window.PyViz.plot_index[id] = null;\n",
-       "    }\n",
-       "  } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n",
-       "    var bk_div = document.createElement(\"div\");\n",
-       "    bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n",
-       "    var script_attrs = bk_div.children[0].attributes;\n",
-       "    for (var i = 0; i < script_attrs.length; i++) {\n",
-       "      toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n",
-       "    }\n",
-       "    // store reference to server id on output_area\n",
-       "    output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n",
-       "  }\n",
-       "}\n",
-       "\n",
-       "/**\n",
-       " * Handle when an output is cleared or removed\n",
-       " */\n",
-       "function handle_clear_output(event, handle) {\n",
-       "  var id = handle.cell.output_area._hv_plot_id;\n",
-       "  var server_id = handle.cell.output_area._bokeh_server_id;\n",
-       "  if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n",
-       "  var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n",
-       "  if (server_id !== null) {\n",
-       "    comm.send({event_type: 'server_delete', 'id': server_id});\n",
-       "    return;\n",
-       "  } else if (comm !== null) {\n",
-       "    comm.send({event_type: 'delete', 'id': id});\n",
-       "  }\n",
-       "  delete PyViz.plot_index[id];\n",
-       "  if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n",
-       "    var doc = window.Bokeh.index[id].model.document\n",
-       "    doc.clear();\n",
-       "    const i = window.Bokeh.documents.indexOf(doc);\n",
-       "    if (i > -1) {\n",
-       "      window.Bokeh.documents.splice(i, 1);\n",
-       "    }\n",
-       "  }\n",
-       "}\n",
-       "\n",
-       "/**\n",
-       " * Handle kernel restart event\n",
-       " */\n",
-       "function handle_kernel_cleanup(event, handle) {\n",
-       "  delete PyViz.comms[\"hv-extension-comm\"];\n",
-       "  window.PyViz.plot_index = {}\n",
-       "}\n",
-       "\n",
-       "/**\n",
-       " * Handle update_display_data messages\n",
-       " */\n",
-       "function handle_update_output(event, handle) {\n",
-       "  handle_clear_output(event, {cell: {output_area: handle.output_area}})\n",
-       "  handle_add_output(event, handle)\n",
-       "}\n",
-       "\n",
-       "function register_renderer(events, OutputArea) {\n",
-       "  function append_mime(data, metadata, element) {\n",
-       "    // create a DOM node to render to\n",
-       "    var toinsert = this.create_output_subarea(\n",
-       "    metadata,\n",
-       "    CLASS_NAME,\n",
-       "    EXEC_MIME_TYPE\n",
-       "    );\n",
-       "    this.keyboard_manager.register_events(toinsert);\n",
-       "    // Render to node\n",
-       "    var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n",
-       "    render(props, toinsert[0]);\n",
-       "    element.append(toinsert);\n",
-       "    return toinsert\n",
-       "  }\n",
-       "\n",
-       "  events.on('output_added.OutputArea', handle_add_output);\n",
-       "  events.on('output_updated.OutputArea', handle_update_output);\n",
-       "  events.on('clear_output.CodeCell', handle_clear_output);\n",
-       "  events.on('delete.Cell', handle_clear_output);\n",
-       "  events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n",
-       "\n",
-       "  OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n",
-       "    safe: true,\n",
-       "    index: 0\n",
-       "  });\n",
-       "}\n",
-       "\n",
-       "if (window.Jupyter !== undefined) {\n",
-       "  try {\n",
-       "    var events = require('base/js/events');\n",
-       "    var OutputArea = require('notebook/js/outputarea').OutputArea;\n",
-       "    if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n",
-       "      register_renderer(events, OutputArea);\n",
-       "    }\n",
-       "  } catch(err) {\n",
-       "  }\n",
-       "}\n"
-      ],
-      "application/vnd.holoviews_load.v0+json": "\nif ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n  window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n}\n\n\n    function JupyterCommManager() {\n    }\n\n    JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n      if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n        var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n        comm_manager.register_target(comm_id, function(comm) {\n          comm.on_msg(msg_handler);\n        });\n      } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n        window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n          comm.onMsg = msg_handler;\n        });\n      } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n        google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n          var messages = comm.messages[Symbol.asyncIterator]();\n          function processIteratorResult(result) {\n            var message = result.value;\n            console.log(message)\n            var content = {data: message.data, comm_id};\n            var buffers = []\n            for (var buffer of message.buffers || []) {\n              buffers.push(new DataView(buffer))\n            }\n            var metadata = message.metadata || {};\n            var msg = {content, buffers, metadata}\n            msg_handler(msg);\n            return messages.next().then(processIteratorResult);\n          }\n          return messages.next().then(processIteratorResult);\n        })\n      }\n    }\n\n    JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n      if (comm_id in window.PyViz.comms) {\n        return window.PyViz.comms[comm_id];\n      } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n        var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n        var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n        if (msg_handler) {\n          comm.on_msg(msg_handler);\n        }\n      } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n        var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n        comm.open();\n        if (msg_handler) {\n          comm.onMsg = msg_handler;\n        }\n      } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n        var comm_promise = google.colab.kernel.comms.open(comm_id)\n        comm_promise.then((comm) => {\n          window.PyViz.comms[comm_id] = comm;\n          if (msg_handler) {\n            var messages = comm.messages[Symbol.asyncIterator]();\n            function processIteratorResult(result) {\n              var message = result.value;\n              var content = {data: message.data};\n              var metadata = message.metadata || {comm_id};\n              var msg = {content, metadata}\n              msg_handler(msg);\n              return messages.next().then(processIteratorResult);\n            }\n            return messages.next().then(processIteratorResult);\n          }\n        }) \n        var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n          return comm_promise.then((comm) => {\n            comm.send(data, metadata, buffers, disposeOnDone);\n          });\n        };\n        var comm = {\n          send: sendClosure\n        };\n      }\n      window.PyViz.comms[comm_id] = comm;\n      return comm;\n    }\n    window.PyViz.comm_manager = new JupyterCommManager();\n    \n\n\nvar JS_MIME_TYPE = 'application/javascript';\nvar HTML_MIME_TYPE = 'text/html';\nvar EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\nvar CLASS_NAME = 'output';\n\n/**\n * Render data to the DOM node\n */\nfunction render(props, node) {\n  var div = document.createElement(\"div\");\n  var script = document.createElement(\"script\");\n  node.appendChild(div);\n  node.appendChild(script);\n}\n\n/**\n * Handle when a new output is added\n */\nfunction handle_add_output(event, handle) {\n  var output_area = handle.output_area;\n  var output = handle.output;\n  if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n    return\n  }\n  var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n  var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n  if (id !== undefined) {\n    var nchildren = toinsert.length;\n    var html_node = toinsert[nchildren-1].children[0];\n    html_node.innerHTML = output.data[HTML_MIME_TYPE];\n    var scripts = [];\n    var nodelist = html_node.querySelectorAll(\"script\");\n    for (var i in nodelist) {\n      if (nodelist.hasOwnProperty(i)) {\n        scripts.push(nodelist[i])\n      }\n    }\n\n    scripts.forEach( function (oldScript) {\n      var newScript = document.createElement(\"script\");\n      var attrs = [];\n      var nodemap = oldScript.attributes;\n      for (var j in nodemap) {\n        if (nodemap.hasOwnProperty(j)) {\n          attrs.push(nodemap[j])\n        }\n      }\n      attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n      newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n      oldScript.parentNode.replaceChild(newScript, oldScript);\n    });\n    if (JS_MIME_TYPE in output.data) {\n      toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n    }\n    output_area._hv_plot_id = id;\n    if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n      window.PyViz.plot_index[id] = Bokeh.index[id];\n    } else {\n      window.PyViz.plot_index[id] = null;\n    }\n  } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n    var bk_div = document.createElement(\"div\");\n    bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n    var script_attrs = bk_div.children[0].attributes;\n    for (var i = 0; i < script_attrs.length; i++) {\n      toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n    }\n    // store reference to server id on output_area\n    output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n  }\n}\n\n/**\n * Handle when an output is cleared or removed\n */\nfunction handle_clear_output(event, handle) {\n  var id = handle.cell.output_area._hv_plot_id;\n  var server_id = handle.cell.output_area._bokeh_server_id;\n  if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n  var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n  if (server_id !== null) {\n    comm.send({event_type: 'server_delete', 'id': server_id});\n    return;\n  } else if (comm !== null) {\n    comm.send({event_type: 'delete', 'id': id});\n  }\n  delete PyViz.plot_index[id];\n  if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n    var doc = window.Bokeh.index[id].model.document\n    doc.clear();\n    const i = window.Bokeh.documents.indexOf(doc);\n    if (i > -1) {\n      window.Bokeh.documents.splice(i, 1);\n    }\n  }\n}\n\n/**\n * Handle kernel restart event\n */\nfunction handle_kernel_cleanup(event, handle) {\n  delete PyViz.comms[\"hv-extension-comm\"];\n  window.PyViz.plot_index = {}\n}\n\n/**\n * Handle update_display_data messages\n */\nfunction handle_update_output(event, handle) {\n  handle_clear_output(event, {cell: {output_area: handle.output_area}})\n  handle_add_output(event, handle)\n}\n\nfunction register_renderer(events, OutputArea) {\n  function append_mime(data, metadata, element) {\n    // create a DOM node to render to\n    var toinsert = this.create_output_subarea(\n    metadata,\n    CLASS_NAME,\n    EXEC_MIME_TYPE\n    );\n    this.keyboard_manager.register_events(toinsert);\n    // Render to node\n    var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n    render(props, toinsert[0]);\n    element.append(toinsert);\n    return toinsert\n  }\n\n  events.on('output_added.OutputArea', handle_add_output);\n  events.on('output_updated.OutputArea', handle_update_output);\n  events.on('clear_output.CodeCell', handle_clear_output);\n  events.on('delete.Cell', handle_clear_output);\n  events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n\n  OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n    safe: true,\n    index: 0\n  });\n}\n\nif (window.Jupyter !== undefined) {\n  try {\n    var events = require('base/js/events');\n    var OutputArea = require('notebook/js/outputarea').OutputArea;\n    if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n      register_renderer(events, OutputArea);\n    }\n  } catch(err) {\n  }\n}\n"
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
     {
      "data": {
       "text/html": [
-       "<style>*[data-root-id],\n",
-       "*[data-root-id] > * {\n",
-       "  box-sizing: border-box;\n",
-       "  font-family: var(--jp-ui-font-family);\n",
-       "  font-size: var(--jp-ui-font-size1);\n",
-       "  color: var(--vscode-editor-foreground, var(--jp-ui-font-color1));\n",
-       "}\n",
        "\n",
-       "/* Override VSCode background color */\n",
-       ".cell-output-ipywidget-background:has(\n",
-       "    > .cell-output-ipywidget-background > .lm-Widget > *[data-root-id]\n",
-       "  ),\n",
-       ".cell-output-ipywidget-background:has(> .lm-Widget > *[data-root-id]) {\n",
-       "  background-color: transparent !important;\n",
-       "}\n",
-       "</style>"
+       "<div class=\"logo-block\">\n",
+       "<img src='data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAEAAAABACAYAAACqaXHeAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n",
+       "AAAB+wAAAfsBxc2miwAAABl0RVh0U29mdHdhcmUAd3d3Lmlua3NjYXBlLm9yZ5vuPBoAAA6zSURB\n",
+       "VHic7ZtpeFRVmsf/5966taWqUlUJ2UioBBJiIBAwCZtog9IOgjqACsogKtqirT2ttt069nQ/zDzt\n",
+       "tI4+CrJIREFaFgWhBXpUNhHZQoKBkIUASchWla1S+3ar7r1nPkDaCAnZKoQP/D7mnPOe9/xy76n3\n",
+       "nFSAW9ziFoPFNED2LLK5wcyBDObkb8ZkxuaoSYlI6ZcOKq1eWFdedqNzGHQBk9RMEwFAASkk0Xw3\n",
+       "ETacDNi2vtvc7L0ROdw0AjoSotQVkKSvHQz/wRO1lScGModBFbDMaNRN1A4tUBCS3lk7BWhQkgpD\n",
+       "lG4852/+7DWr1R3uHAZVQDsbh6ZPN7CyxUrCzJMRouusj0ipRwD2uKm0Zn5d2dFwzX1TCGhnmdGo\n",
+       "G62Nna+isiUqhkzuKrkQaJlPEv5mFl2fvGg2t/VnzkEV8F5ioioOEWkLG86fvbpthynjdhXYZziQ\n",
+       "x1hC9J2NFyi8vCTt91Fh04KGip0AaG9zuCk2wQCVyoNU3Hjezee9bq92duzzTmxsRJoy+jEZZZYo\n",
+       "GTKJ6SJngdJqAfRzpze0+jHreUtPc7gpBLQnIYK6BYp/uGhw9YK688eu7v95ysgshcg9qSLMo3JC\n",
+       "4jqLKQFBgdKDPoQ+Pltb8dUyQLpeDjeVgI6EgLIQFT5tEl3rn2losHVsexbZ3EyT9wE1uGdkIPcy\n",
+       "BGxn8QUq1QrA5nqW5i2tLqvrrM9NK6AdkVIvL9E9bZL/oyfMVd/jqvc8LylzRBKDJSzIExwhQzuL\n",
+       "QYGQj4rHfFTc8mUdu3E7yoLtbTe9gI4EqVgVkug2i5+uXGo919ixbRog+3fTbQ8qJe4ZOYNfMoTI\n",
+       "OoshUNosgO60AisX15aeI2PSIp5KiFLI9ubb1vV3Qb2ltwLakUCDAkWX7/nHKRmmGIl9VgYsUhJm\n",
+       "2NXjKYADtM1ygne9QQDIXlk49FBstMKx66D1v4+XuQr7vqTe0VcBHQlRWiOCbmmSYe2SqtL6q5rJ\n",
+       "zsTb7lKx3FKOYC4DoqyS/B5bvLPxvD9Qtf6saxYLQGJErmDOdOMr/zo96km1nElr8bmPOBwI9COv\n",
+       "HnFPRIwmkSOv9kcAS4heRsidOkpeWBgZM+UBrTFAXNYL5Vf2ii9c1trNzpYdaoVil3WIc+wdk+gQ\n",
+       "noie3ecCcxt9ITcLAPWt/laGEO/9U6PmzZkenTtsSMQ8uYywJVW+grCstAvCIaAdArAsIWkRDDs/\n",
+       "KzLm2YcjY1Lv0UdW73HabE9n6V66cxSzfEmuJssTpKGVp+0vHq73FwL46eOjpMpbRAnNmJFrGJNu\n",
+       "Ukf9Yrz+3rghiumCKNXXWPhLYcjxGsIpoCMsIRoFITkW8AuyM8jC1+/QLx4bozCEJIq38+1rtpR6\n",
+       "V/yzb8eBlRb3fo5l783N0CWolAzJHaVNzkrTzlEp2bQ2q3TC5gn6wpnoQAmwSiGh2GitnTmVMc5O\n",
+       "UyfKWUKCIsU7+fZDKwqdT6DDpvkzAX4/+AMFjk0tDp5GRXLpQ2MUmhgDp5gxQT8+Y7hyPsMi8uxF\n",
+       "71H0oebujHALECjFKaW9Lm68n18wXp2kVzIcABytD5iXFzg+WVXkegpAsOOYziqo0OkK76GyquC3\n",
+       "ltZAzMhhqlSNmmWTE5T6e3IN05ITFLM4GdN0vtZ3ob8Jh1NAKXFbm5PtLU/eqTSlGjkNAJjdgn/N\n",
+       "aedXa0tdi7+t9G0FIF49rtMSEgAs1kDLkTPO7ebm4IUWeyh1bKomXqlgMG6kJmHcSM0clYLJ8XtR\n",
+       "1GTnbV3F6I5wCGikAb402npp1h1s7LQUZZSMIfALFOuL3UUrfnS8+rez7v9qcold5tilgHbO1fjK\n",
+       "9ubb17u9oshxzMiUBKXWqJNxd+fqb0tLVs4lILFnK71H0Ind7uiPgACVcFJlrb0tV6DzxqqTIhUM\n",
+       "CwDf1/rrVhTa33/3pGPxJYdQ2l2cbgVcQSosdx8uqnDtbGjh9SlDVSMNWhlnilfqZk42Th2ZpLpf\n",
+       "xrHec5e815zrr0dfBZSwzkZfqsv+1FS1KUknUwPARVvItfKUY+cn57yP7qv07UE3p8B2uhUwLk09\n",
+       "e0SCOrK+hbdYHYLjRIl71wWzv9jpEoeOHhGRrJAzyEyNiJuUqX0g2sBN5kGK6y2Blp5M3lsB9Qh4\n",
+       "y2Ja6x6+i0ucmKgwMATwhSjdUu49tKrQ/pvN5d53ml2CGwCmJipmKjgmyuaXzNeL2a0AkQ01Th5j\n",
+       "2DktO3Jyk8f9vcOBQHV94OK+fPumJmvQHxJoWkaKWq9Vs+yUsbq0zGT1I4RgeH2b5wef7+c7bl8F\n",
+       "eKgoHVVZa8ZPEORzR6sT1BzDUAD/d9F78e2Tzv99v8D+fLVTqAKAsbGamKey1Mt9Ann4eH3gTXTz\n",
+       "idWtAJ8PQWOk7NzSeQn/OTHDuEikVF1R4z8BQCy+6D1aWRfY0tTGG2OM8rRoPaeIj5ZHzJxszElN\n",
+       "VM8K8JS5WOfv8mzRnQAKoEhmt8gyPM4lU9SmBK1MCQBnW4KONT86v1hZ1PbwSXPw4JWussVjtH9Y\n",
+       "NCoiL9UoH/6PSu8jFrfY2t36erQHXLIEakMi1SydmzB31h3GGXFDFNPaK8Rme9B79Ixrd0WN+1ij\n",
+       "NRQ/doRmuFLBkHSTOm5GruG+pFjFdAmorG4IXH1Qua6ASniclfFtDYt+oUjKipPrCQB7QBQ2lrgP\n",
+       "fFzm+9XWUtcqJ3/5vDLDpJ79XHZk3u8nGZ42qlj1+ydtbxysCezrydp6ugmipNJ7WBPB5tydY0jP\n",
+       "HaVNzs3QzeE4ZpTbI+ZbnSFPbVOw9vsfnVvqWnirPyCNGD08IlqtYkh2hjZ5dErEQzoNm+6ykyOt\n",
+       "Lt5/PQEuSRRKo22VkydK+vvS1XEKlhCJAnsqvcVvH7f/ZU2R67eXbMEGAMiIV5oWZWiWvz5Fv2xG\n",
+       "sjqNJQRvn3Rs2lji/lNP19VjAQDgD7FHhujZB9OGqYxRkZxixgRDVlqS6uEOFaJUVu0rPFzctrnF\n",
+       "JqijImVp8dEKVWyUXDk92zAuMZ6bFwpBU1HrOw6AdhQgUooChb0+ItMbWJitSo5Ws3IAOGEOtL53\n",
+       "0vHZih9sC4vtofZ7Qu6523V/fmGcds1TY3V36pUsBwAbSlxnVh2xLfAD/IAIMDf7XYIkNmXfpp2l\n",
+       "18rkAJAy9HKFaIr/qULkeQQKy9zf1JgDB2uaeFNGijo5QsUyacNUUTOnGO42xSnv4oOwpDi1zYkc\n",
+       "efUc3I5Gk6PhyTuVKaOGyLUAYPGIoY9Pu/atL/L92+4q9wbflRJ2Trpm/jPjdBtfnqB/dIThcl8A\n",
+       "KG7hbRuKnb8qsQsVvVlTrwQAQMUlf3kwJI24Z4JhPMtcfng5GcH49GsrxJpGvvHIaeem2ma+KSjQ\n",
+       "lIwUdYyCY8j4dE1KzijNnIP2llF2wcXNnsoapw9XxsgYAl6k+KzUXbi2yP3KR2ecf6z3BFsBICdW\n",
+       "nvnIaG3eHybqX7vbpEqUMT+9OL4Qpe8VON7dXuFd39v19FoAABRVePbGGuXTszO0P7tu6lghUonE\n",
+       "llRdrhArLvmKdh9u29jcFiRRkfLUxBiFNiqSU9icoZQHo5mYBI1MBgBH6wMNb+U7Pnw337H4gi1Y\n",
+       "ciWs+uks3Z9fztUvfzxTm9Ne8XXkvQLHNytOOZeiD4e0PgkAIAYCYknKUNUDSXEKzdWNpnil7r4p\n",
+       "xqkjTarZMtk/K8TQ6Qve78qqvXurGwIJqcOUKfUWHsm8KGvxSP68YudXq4pcj39X49uOK2X142O0\n",
+       "Tz5/u/7TVybqH0rSya6ZBwD21/gubbrgWdDgEOx9WUhfBaC2ibcEBYm7a7x+ukrBMNcEZggyR0TE\n",
+       "T8zUPjikQ4VosQZbTpS4vqizBKvqmvjsqnpfzaZyx9JPiz1/bfGKdgD45XB1zoIMzYbfTdS/NClB\n",
+       "Gct0USiY3YL/g0LHy/uq/Ef6uo5+n0R/vyhp17Klpge763f8rMu6YU/zrn2nml+2WtH+Z+5IAAFc\n",
+       "2bUTdTDOSNa9+cQY7YLsOIXhevEkCvzph7a8laecz/Un/z4/Ae04XeL3UQb57IwU9ZDr9UuKVajv\n",
+       "nxp1+1UVIo/LjztZkKH59fO3G/JemqCfmaCRqbqbd90ZZ8FfjtkfAyD0J/9+C2h1hDwsSxvGjNDc\n",
+       "b4zk5NfrSwiQblLHzZhg+Jf4aPlUwpDqkQqa9nimbt1/TDH8OitGMaQnj+RJS6B1fbF7SY1TqO5v\n",
+       "/v0WAADl1f7zokgS7s7VT2DZ7pegUjBM7mjtiDZbcN4j0YrHH0rXpCtY0qPX0cVL0rv5jv/ZXend\n",
+       "0u/EESYBAFBU4T4Qa5TflZOhTe7pmKpaP8kCVUVw1+yhXfJWvn1P3hnXi33JsTN6PnP3hHZ8Z3/h\n",
+       "aLHzmkNPuPj7Bc/F/Q38CwjTpSwQXgE4Vmwry9tpfq/ZFgqFMy4AVDtCvi8rvMvOmv0N4YwbVgEA\n",
+       "sPM72/KVnzfspmH7HQGCRLG2yL1+z8XwvPcdCbsAANh+xPzstgMtxeGKt+6MK3/tacfvwhWvIwMi\n",
+       "oKEBtm0H7W+UVfkc/Y1V0BhoPlDr/w1w/eu1vjIgAgDg22OtX6/eYfnEz/focrZTHAFR+PSs56/7\n",
+       "q32nwpjazxgwAQCwcU/T62t3WL7r6/jVRa6/byp1rei+Z98ZUAEAhEPHPc8fKnTU9nbgtnOe8h0l\n",
+       "9hcGIqmODLQAHCy2Xti6v/XNRivf43f4fFvIteu854+VHnR7q9tfBlwAAGz+pnndB9vM26UebAe8\n",
+       "SLHujPOTPVW+rwY+sxskAAC2HrA8t2Vvc7ffP1r9o+vwR2dcr92InIAbKKC1FZ5tB1tf+/G8p8sv\n",
+       "N/9Q5zd/XR34LYCwV5JdccMEAMDBk45DH243r/X4xGvqxFa/GNpS7n6rwOwNWwHVE26oAADYurf1\n",
+       "zx/utOzt+DMKYM0p17YtZZ5VNzqfsB2HewG1WXE8PoZ7gOclbTIvynZf9JV+fqZtfgs/8F/Nu5rB\n",
+       "EIBmJ+8QRMmpU7EzGRsf2FzuePqYRbzh/zE26EwdrT10f6r6o8HOYzCJB9Dpff8tbnGLG8L/A/WE\n",
+       "roTBs2RqAAAAAElFTkSuQmCC'\n",
+       "     style='height:25px; border-radius:12px; display: inline-block; float: left; vertical-align: middle'></img>\n",
+       "\n",
+       "\n",
+       "  <img src='data:image/png;base64,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'\n",
+       "       style='height:15px; border-radius:12px; display: inline-block; float: left'></img>\n",
+       "  \n",
+       "\n",
+       "\n",
+       "\n",
+       "\n",
+       "</div>\n"
       ]
      },
      "metadata": {},
@@ -1204,6 +780,7 @@
     "import xarray as xr\n",
     "import hvplot.xarray\n",
     "import holoviews as hv\n",
+    "import panel as pn\n",
     "hv.extension(\"bokeh\")"
    ]
   },
@@ -2296,17 +1873,43 @@
     "    dset_dict[dset] = compute_annual_mean_subset(dset)"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 81,
+   "id": "50cecbf0-9a45-4565-a559-cb23f0f8da94",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'CMIP6.CMIP.NASA-GISS.GISS-E2-1-G.historical.r1i1p1f1.Amon.tas.gn.v20180827'"
+      ]
+     },
+     "execution_count": 81,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "list(dset_dict.keys())[1]"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "4a77cda9-536f-4fc2-8e89-9ce2e4937810",
    "metadata": {},
    "source": [
-    "## Visualize the Output"
+    "## Visualize the Output\n",
+    "Let's use hvPlot to visualize. The datasets are stored in a dictionary of datasets, we need to:\n",
+    "- Extract a single key\n",
+    "- Plot a contour filled visualization, with some geographic features"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 73,
+   "execution_count": 102,
    "id": "1b08b0a0-7add-4a50-8e62-9bb88b98cc7c",
    "metadata": {
     "tags": []
@@ -2326,12 +1929,12 @@
      "data": {
       "application/vnd.holoviews_exec.v0+json": "",
       "text/html": [
-       "<div id='p9597'>\n",
-       "  <div id=\"d9a6b71b-4a11-4560-90bd-ac3bd179b452\" data-root-id=\"p9597\" style=\"display: contents;\"></div>\n",
+       "<div id='p25555'>\n",
+       "  <div id=\"e98df5b4-f99e-4ab6-89c4-56a5b58f33c4\" data-root-id=\"p25555\" style=\"display: contents;\"></div>\n",
        "</div>\n",
        "<script type=\"application/javascript\">(function(root) {\n",
-       "  var docs_json = {\"7a55e71a-9c88-4efb-8527-0ad5d614d04c\":{\"version\":\"3.4.0\",\"title\":\"Bokeh Application\",\"roots\":[{\"type\":\"object\",\"name\":\"panel.models.layout.Column\",\"id\":\"p9597\",\"attributes\":{\"name\":\"Column63624\",\"stylesheets\":[\"\\n:host(.pn-loading):before, .pn-loading:before {\\n  background-color: #c3c3c3;\\n  mask-size: auto calc(min(50%, 400px));\\n  -webkit-mask-size: auto calc(min(50%, 400px));\\n}\",{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"p9708\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.4.1/dist/css/loading.css\"}},{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"p9713\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.4.1/dist/css/listpanel.css\"}},{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"p9706\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.4.1/dist/bundled/theme/default.css\"}},{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"p9707\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.4.1/dist/bundled/theme/native.css\"}}],\"margin\":0,\"align\":\"start\",\"children\":[{\"type\":\"object\",\"name\":\"Figure\",\"id\":\"p9636\",\"attributes\":{\"width\":null,\"height\":null,\"margin\":[5,10],\"sizing_mode\":\"fixed\",\"align\":\"start\",\"x_range\":{\"type\":\"object\",\"name\":\"Range1d\",\"id\":\"p9610\",\"attributes\":{\"tags\":[[[\"Longitude\",\"Longitude\",null]],[]],\"start\":61.818181818192436,\"end\":103.18181818180756,\"reset_start\":61.818181818192436,\"reset_end\":103.18181818180756}},\"y_range\":{\"type\":\"object\",\"name\":\"Range1d\",\"id\":\"p9611\",\"attributes\":{\"tags\":[[[\"Latitude\",\"Latitude\",null]],{\"type\":\"map\",\"entries\":[[\"invert_yaxis\",false],[\"autorange\",false]]}],\"start\":-2.273684210515685,\"end\":36.37894736841187,\"reset_start\":-2.273684210515685,\"reset_end\":36.37894736841187}},\"x_scale\":{\"type\":\"object\",\"name\":\"LinearScale\",\"id\":\"p9646\"},\"y_scale\":{\"type\":\"object\",\"name\":\"LinearScale\",\"id\":\"p9647\"},\"title\":{\"type\":\"object\",\"name\":\"Title\",\"id\":\"p9639\",\"attributes\":{\"text\":\"time: 1900-01-01 00:00:00\",\"text_color\":\"black\",\"text_font_size\":\"12pt\"}},\"renderers\":[{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"p9670\",\"attributes\":{\"data_source\":{\"type\":\"object\",\"name\":\"ColumnDataSource\",\"id\":\"p9661\",\"attributes\":{\"selected\":{\"type\":\"object\",\"name\":\"Selection\",\"id\":\"p9662\",\"attributes\":{\"indices\":[],\"line_indices\":[]}},\"selection_policy\":{\"type\":\"object\",\"name\":\"UnionRenderers\",\"id\":\"p9663\"},\"data\":{\"type\":\"map\",\"entries\":[[\"xs\",[[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"qH0dZjrJTcBU8vcm1O5NwCSyUJlvFE7A6Nhyu7AgT8A2UDRyPR9QwNqVeHZ3b1DA2pV4dndvUMDgcLndj5JQwCxk4nlpAlDAZGc1MQ7xTsAIqnn1yZFOwLCvs2IYTk7AqH0dZjrJTcA=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"pNORcKnmY8CgJkpPFSRkwPqXhzkTTmTAGWVUhuBgZMC0xICfIWJkwMCpmArQdmTAwKmYCtB2ZMBMJK24YmNkwD3pP/jXJ2TAKGC37+AHZMB8uKnbb+9jwKTTkXCp5mPA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"JJFQGc+TRsDQV4Cv3fVFwLCGFqy2vkXAPHw/CKyvRcBYI018qKpFwND98Gy1cEbAaK84TspAR8CMoic9djFIwCx+y621PUnAnMcP8g1tSsCYssRzBhVLwNwiAn52/krAcO5rgTPtScAAARrJ435JwKBz9AmrLknAFHaRQAL1SMCk76VuSqdIwFAQyBCPVEjAUBDIEI9USMB8jXn1YBNIwMQSAn7YVEfAJJFQGc+TRsA=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QtYVZ4lNXsC9iZd1zvpdwHbCBFxYrl3AfcahErLSXcAS7WCl3A5ewGS7LXLcZ17A99Dbf8qnXsCTzT6DyqdewLwzpen/mV7AQtYVZ4lNXsA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"kGOe789jX8CQDElaCgJfwJA5QmClJ1/AoKt/KmF6X8DYLs7LHtJfwHMrMc8e0l/Av3WvAL6jX8CQY57vz2NfwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"VkaetdG+WMDs1/2hn3hYwHxpXY5tMljAdjxkiNIMWMDItNv/9T5YwHioZ2WtjFjAHMVPGqbbWMAHZyMhJDJZwBhXEtBRc1nARFR1mSqVWcBEVHWZKpVZwNf6gs0NbVnAS9dgK5QbWcBWRp610b5YwA==\"},\"shape\":[14],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"CKNP2uIcUcDUHWSIXRVRwG74pO+lIFHAmpwV7TEyUcCg9gf5Z31RwAqOBFzbxFHAxnB/MNcYUsCMxdQFgflRwBT6Bzm2RFLAdpEEnCmMUsBiBt+cDL1SwDw2ddnOwFLAzMfUxZx6UsDMx9TFnHpSwIQ+TL29TlLA3uf2J8gEUsCIrYlH+/FRwCJYNDI47lHAIoGQgXnvUcAUffPKH8tRwMbD1EU1kFHAJuwwVV1uUcCk4VmxUl9RwExmRcO+Q1HA9tkfRG8uUcAIo0/a4hxRwA==\"},\"shape\":[26],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[561],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/P/////vUMDKzMzMzJxQwC4zMzMzQ1DAAgAAAABgUMDKzMzMzJxQwKyxS1RvvVDA4glLPKDSUMAUTWcngwlRwLJZ9bnaTlHA+ie4WFF9UcBuj6UPXcBRwIZa07zjEFLAajSAt0BSUsCUpzrkZqpSwMKxLm6jdVLA7iTpmskbUsAQs14M5cZRwEybOLnfpVHAYBVvZB6RUcAsdy0hH1ZRwDwEHEKVKFHAKDOin5MoUcD6/////w9RwPz/////71DA\"},\"shape\":[24],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"cGZmZmZGTcD8/////99MwGRmZmZmBk3AODMzMzOzTcDUzMzMzOxNwJCZmZmZWU7AnJmZmZmZTsAIAAAAAABOwCgzMzMzk03AcGZmZmZGTcA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"VrgeheuRUUBO4XoUri9RQLJH4XoULlFA8lG4HoU3UUCmcD0K1ztRQI7rUbgeZVFAmpmZmZmhUUCmcD0K16NRQFa4HoXrkVFA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"q9qoPLwsYkBt5X/gpktiQJGJ8B0TXWJAveLiaQ52YkArkSoLQIliQKsIogKEi2JAD2jOu42AYkDf4uLpP31iQKNuCOkQcmJAS0Ws2dlbYkAzfxn6OVViQDHUbk+MQWJAw4jwXdItYkDlWFphcSliQIuBtnD6FmJA5XNC1swXYkCr2qg8vCxiQA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"oXwI6aagZUCza/dX6adlQK+ix0GrvmVAbwL0OuzHZUBXVKzZ88dlQCdUrNkLvGVAH6kBryCnZUBfzsCHwpZlQKNCm0iQomVAV2S96t+JZUADIxZdfm5lQHcfeabsZWVAe3TO+7tTZUB7FKICmzplQFXT+nSiKmVAf+BuzykNZUC53NGYcPhkQGOD3wyp1WRACXkI6UrQZECta5ROfOFkQFkyJ264CWVAu2yUjmEeZUAB6Ki8XjVlQPs2xCTMUGVAz+iovABkZUDN3tEYO3JlQKey2NJbfmVAS3XOexyDZUBZva/2jZllQKF8COmmoGVA\"},\"shape\":[30],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"LSizk5XTZUBBcJSOxeplQD02J25x62VAAyJ5ZuL5ZUDn7kXzq/5lQLHh0RhsGGZAn6THwQouZkADttjSVEBmQJPRwAeMUGZAheLRmMpIZkDzGKICDj9mQFGrAa+fJmZAW0H+URQeZkCjrp7lDSFmQN1mvapYHGZA0cJMrUEQZkBHfgjpZQBmQN+3dYmq52VAxRo/OSziZUBLczHF1NRlQD1HOL9I52VAdRBoFc7cZUD59xyXXrplQDkC9LpFu2VAW1vmxmTSZUCbt3WJytdlQF9K1fVN1mVAiRMFTFjJZUA1W+ZGNcplQJ8FkXHpumVAZXIxxbuhZUBbCC4oWpRlQBmRtrA5oGVAK+qoPKSxZUCnmPBdisplQC0os5OV02VA\"},\"shape\":[36],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"8dg0ItfjZEBvIBZdrtdkQOeydUkSxmRAPQtoFS6vZEAb29HYjZpkQKssijdghWRAm8nAh/KAZEAngt8MuI5kQNtLDyOkoGRAQ6ieZbiuZEDrvEyt9bhkQJ1kWiEz02RA8dg0ItfjZEA=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"K7n8h/RLZkAhEvdY+lZmQIPF4cyvUWZAOcnIWdg9ZkBvF5rrNCxmQK/BNAwfKWZAx7tcxHc1ZkCBa2CrBERmQCu5/If0S2ZA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"7XC6/v9/ZkDhBoMOp2tmQGt3sa8zV2ZAneBATRlTZkDz0YRsF2NmQDnV/Hc7bWZAhbfT/v9/ZkAAAAAAAIBmQO1wuv7/f2ZA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/P////9/ZsD8/////39mwAAAAAAAgGbA/P////9/ZsA=\"},\"shape\":[4],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"ZT0KF1t9ZsAAAAAAAIBmwAAAAAAAgGbA73Pa4GJ5ZsBlPQoXW31mwA==\"},\"shape\":[5],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"5/7zOgn7ZEDZIBZdfPBkQNN8pZ/C5WRAdbN1CfDmZEDn/vM6CftkQA==\"},\"shape\":[5],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"5WRaYXLjZEAFPP4RpOhkQP3A6eMJ4GRAc4PfjGHZZEDrqJ6ly9RkQMvA6eMh1GRA5WRaYXLjZEA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[49],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[224],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"3YDfDM9DZECHz/q0wUxkQHPq4qlmNmRAD1TmxjsqZEA3WyA0Wz1kQN2A3wzPQ2RA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"IsOtiMwtXkBaCo+D4RJeQNox65LwvV1AesyErJ75XUCSG6CUPxteQM6/ENKhMV5AIsOtiMwtXkA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"r876dEUbZECL3wuGzQ5kQJtFcqwu+2NAK41T53r0Y0Af3wuGfvZjQH18QladC2RAq3xCVggWZECvzvp0RRtkQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Y3YIacI1ZEDNxCPR8DBkQEEFy145GWRAn3xCVo8SZEBXBcvecB1kQI/cbs/1KGRAY3YIacI1ZEA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"bsBzm+YbX0B2XKprHuVeQP7M53Vw3V5AYkuZWjPjXkCqtZx3uP5eQJa91uT+PV9AYmiBD4VFX0C2lXrVnHxfQHKWetVCqV9ACqFReUO9X0BqZ+TYf9VfQMIioJTzvV9AjnNYs0F7X0Bu3FtQqkVfQG7Ac5vmG19A\"},\"shape\":[15],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"6p2L5pl5XUD2DsnwrZBdQJab7q84uF1A3pvurxjIXUCOYIEPG35dQEZ0L1fGUV1Atq2cd14vXUDe3TL0W0VdQJ4AVRZzaF1A6p2L5pl5XUA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"3n3MjdO5XkBai0BocrBeQGI065JJUF5AQiV3OCn7XUCiUXB+8PpdQLJLNhHELV5AtqGL5t1VXkCW/hqpeIBeQN59zI3TuV5A\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"aRI/OQD8Y0CRNGFbW/1jQMMHaBVH5GNAO/2QccHSY0C14ai8wcZjQP0U3O+Ey2NAd+VFcz3aY0ArjVPnevRjQGkSPzkA/GNA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"FTqbyDqxY0DfUeaG3KpjQCOgAW/dnGNAO1ggNLmPY0B/YvfXXpFjQHfTNOJ6pGNAFTqbyDqxY0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"fibrEucnW0CeYlizgqJbQN7FIeOcsFtAxkI2EVknXEBaPPwjpD5cQLr5t9+mnlxAxkKZWiftXEAa2zL0IKRcQL59ozG+XVxAbsSErNEjXEDG1zJ0aeFbQAqPUXmDpVtAnpSL5l5bW0DyUuTYZCxbQOryt9/GEVtAChPaARCdWkCytkq/9ZFaQMJjkiBkV1pAKtXPKk6DWkA2kovm9dBaQPI2/COdBFtA+ly7fCgfW0B+JusS5ydbQA==\"},\"shape\":[23],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+WqlHzDXYEBnT71qucZgQGMmYdubw2BApx8nbkrJYEDDHyfu/M9gQI3K0ZhD12BA+WqlHzDXYEA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"W8+XKyl8Y0CD6n8gM3NjQIP0VgRYZWNAlax1iVVXY0DfdaWfc1BjQO3Ybk/hVGNAh2H311FYY0D3QnJsA2JjQKdGDyOHcWNAn2WUjqOAY0Bbz5crKXxjQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"g0tJEHP/YkBDIu0Ase5iQPVRg/2k6WJAsygnbiTYYkCvzzTit8diQIPxVgS4tmJAW28IaXucYkAr9PO6NIpiQKOUx8HbjGJAdeocl4ypYkDTXvfXDrtiQO81m0jhv2JAkVta4XjEYkB7OTi/lMdiQCtmMcXW2WJAfV/3l97iYkBbhbZwu/RiQN/k4ik28WJAI9TRmGAEY0Bvas771gpjQF/287oyCmNAg0tJEHP/YkA=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Dkz8I/PPX0Ae/eC7/rdfQDp39WnDi19Aoq3FU0x/X0BO1ISsCsBfQA5M/CPzz19A\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"q6ISQBVPYEB/dhn6tlpgQE1XlI6yP2BAs/oEzPckYEC3T1rh5hJgQHIxFG+H+V9AWWelH1kEYEB7pa823ytgQKuiEkAVT2BA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"LYa2MHskY0DJtUwteRpjQAULogJwFGNAV+XiKf4MY0AnWb3qgP5iQG/yVgRM7GJA7wmigi/VYkATbWsyFN5iQLPCwAdc72JAa0tJkD36YkCFxl3+rQdjQB/zVgR7FGNAp6t1yaMgY0AthrYweyRjQA==\"},\"shape\":[14],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[67],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"XjVOXGRPX0Di1CFj+BtfQObaW1Df615AtlRw/kauXkAO6WxhoUNeQCpcR6K3C15Akrtzm50CXkDWALjf5TteQPpg5NhzXl5Agtpb0MvVXkA+pyididBeQM4aA16ntF5APs+ErN2YXkBWfMyNh2BeQPI/wrYXnV5ARshKv2aRXkAqfswN8cpeQNr/Gqljyl5AMu4JmDmoXkCuBVUWIY9eQIpbqmsNrl5ARid3OD9vXkBWGQNeU19eQJ47JYCgZ15Auu+mzns5XkDOjN2eOz5eQM6qYoqME15AzsKtiPYYXkAOME7ckBteQK5KNpH68l1AOudsYXvXXUBunO6v1OldQPpXquvs311ASuoJmAPFXUB6cpIgI7FdQBoy6xKVy11A3mi7fLLUXUBO5M8q3fRdQOoQyfBIAl5Agrxzm7A4XkCudZIgrWpeQBqx/0Bdu15AVniSIPYEX0AO6s8qOURfQF41TlxkT19A\"},\"shape\":[45],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"08M0IgYWYEAvjWS4WRRgQEMcJ27YA2BA9m4eRvT9X0C51EXzKAxgQKeCjVQzA2BA6rJiCpPsX0DuzUo/kdlfQKpW08du5l9AvjvrEqz7X0AN+gQMIgBgQLVPWqEGE2BA08M0IgYWYEA=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"krnndVR0WkD2FxTvdi1aQP7cps6Q91lAHsf4hmSlWUAOypW9/olZQIoe6xKLWVlAiqZzm8I5WUBmJ8I2FglZQNaMKB3h0FhARuUaqRS+WEDykmKKfKZYQJ48DTXGbFhADtlDBVNLWEBK6VQWIxtYQCJLHkZg2FdAsvXI8MDSV0BSSIGP9ftXQPbVpk4IX1hAgpmcd6CXWEDKnTmuH8lYQNqy53Vq7FhAfrBKPw0pWUCm67ffHGpZQFq5hKzjn1lAfs4y9OrEWUCGPNNHqPVZQLbVbGEC3FlAZoS0wrAAWkCy/8jwrRdaQO4Q2gGHIlpA8uTgO9M4WkDKvISs0GdaQKZ1ozHzhlpAkqjWZOB2WkCSued1VHRaQA==\"},\"shape\":[35],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"2mMeRgp4XUAGVA21yr9dQDJnu3z1c11AptC+GZ1eXUDKuHObYmFdQGKLetXXI11ApgksuikiXUDiUA01egldQEZ2zA0OAF1AGiMU71i3XEDuySFj/p1cQMo5X+1ccFxA6uMJmHJQXEACrDkuXARcQB40wrYC7VtA1g0DXhbDW0D2RnB+U45bQDZKDTWKhFtADhM9y5pkW0D+ibRC4UVbQB5rL1f4PFtAbgEsumxEW0AePJnacmpbQL5D00damVtA5l+7fM7KW0DafkBor9dbQMb2t98A81tAlgxmJ7g/XECm7uC7oG1cQCq1c5sOjVxAJnhpxGWmXEDaC8lw2NxcQJaH3Z4gDl1Anv9UFmguXUBaGz3LS0hdQOJEmVotaV1ALuymzhlsXUAuMeuSQJZdQO7VW1Cky11AjrpzmxXHXUDmZ7t8JJxdQGJJNpGSp11AppO0QnN4XUDeNiUADFRdQAKNetUXg11A2mMeRgp4XUA=\"},\"shape\":[46],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"PkTCth2YX0Ay6DL0n55fQHIbZidlol9Ackdf7ZeMX0AiWHD+NXVfQGZNmVpJV19Alo5A6LhrX0Dm/n1yYFlfQHY+JQARDl9A1oUG+xP8XkAOARspmA9fQFYpd7gN515AzpJ61fLSXkBWBlUW1bReQDrBENJ4hV5AitW+GeB6XkBen+6v/ZNeQAbJSj9QvF5ADmoeRjbfXkCenVF51fVeQJKGBnt+Jl9Alo1AaO8wX0AehGlEK15fQAZK/CNgWl9A7ucy9ECOX0DOF8nwn5NfQD5EwrYdmF9A\"},\"shape\":[27],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"spetCPRNVEDqVQZ7SxZUQCKu+IbW91NAUnconX3sU0ASHzaRdQlUQN5ZozGvNVRAvoac93lTVECGLqrrbXJUQNalIePJaFRAspetCPRNVEA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"POF6FK53TsC49Shcj+JOwKCZmZmZ+U7ACK5H4XrUTsDQo3A9CtdOwCwK16NwjU7AuPUoXI9yTsA84XoUrndOwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Xpq0QuD+XkCO+eA74udeQE7hlb3V015A2pUXjLy/XkCSwRDSUpheQFqEBnuCpV5AyuCVvZK1XkAKA7hforxeQB4YZift315A/u4JGJ7VXkC2pIvm/ARfQF6atELg/l5A\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"BnnMDUugXUC+01tQJ0tdQPIbPcuGal1AIoOjMcOYXUCGoiidML9dQPJGmVq84F1ADvwaqSPsXUAeK7Gl4sFdQAZ5zA1LoF1A\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"opQXDIx4XkBiQ1/t9p5eQE53kqCxx15ARneSIHTGXkCGCfJM0KheQEqAacQqgF5AbnkvV+l9XkCe/hqpdIJeQKKUFwyMeF5A\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"wvSmzilgX0DCPIhJJHJfQKZaDbXCQF9Ahpu0whhCX0BCEyy6wVFfQDIn2gFRM19AivAJmKYwX0BWdfXpYR1fQMYOj4NcE19A2kyZWgY5X0ASV3D+MDhfQGqQ3Z4SEV9AujjrEolOX0DC9KbOKWBfQA==\"},\"shape\":[14],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"nsAQ0sBhXkDSDiy6x1BeQJp7zI1eNV5AErU5LrMUXkCiJnc4h0teQJ7AENLAYV5A\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"TthbUJBUXkCG/hqpAXxeQFpNNpG+j15Amm9Ys5CVXkCGutZkJ4teQC6cUXkAoV5ADjJO3CWQXkAKBVUWa2peQHJkgQ9TYF5AwnWSIKVuXkAO+OA7kpBeQP5vWLPhrF5ATmBHotH8XkA6N+sSuvZeQCL64DuaC19APi0Ub/QEX0COJdoBE9NeQJbFrQhvu15AboQGe/eqXkBCb1izN4JeQA6e7q8WSF5ABuwJmDsoXkDm8kMFeyteQGKynPd5P15Agozdnl8sXkC24TL0GiReQEqgi+aBBF5AolFwfvD6XUCO3ZW9j/hdQCrXW9BVEl5AzsKtiPYYXkDifmnE0C1eQE7YW1CQVF5A\"},\"shape\":[33],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WnqQAdNlUMBygcruN3ZQwJYAfFNlplDADqXsUMnLUMAGg8rug89QwFo0r4ZxxlDAguH2ZxOSUMDmMq8GXXFQwFp6kAHTZVDA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"vq/skMM5U8AuXjSyNE1TwPRX+oQGcVPAVutZMZ2VU8DiW5c7741TwBLM1AUIc1PA2NzlVnRkU8De0Q4zYjlTwMaC8wpiF1PANLnDNMcMU8C+r+yQwzlTwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"to8EXBklUsBEelZUl+1RwDCLZ2WW5VHAKJGhEqGzUcDW5fYnuI1RwI7l9ifafFHAJhWNZDtxUcAyvzdPN05RwJCxwzRHUFHARuT2Z80zUcAuhMouWRRRwLoJtsAdLFHAvvUHeY5KUcBIzatp72dRwPbok978fFHAgqGy44aIUcAeOK/GGKFRwGqUPsnVqlHAIofKLv+/UcBGCRkKndlRwAq7/SEX6lHA1Ha53VTtUcAYAEKm1hdSwJLvMNUKNlLAvKEVbRddUsC+jWclCXtSwMQuO2xQnVLAnh0q26yXUsC2Z6hMxVxSwK4zddl5LFLA4swOs24VUsBaMNhiqjJSwI7G1MUuMlLAdm7iuY9aUsAWr4mHJUxSwLaPBFwZJVLA\"},\"shape\":[36],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QqP/QLWVW0Cag3rVaV5bQCo0X+3uKVtAeux98hMoW0CSr3ObnkdbQGaEetWKjVtAPlXk2FayW0DWqjmupMBbQAaPUXmFpFtAQqP/QLWVW0A=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"thoS91hxY8DQghd9BXZjwI65awn5fWPAyFnY0w59Y8CY58HdWYJjwDgyj/zBgGPAet/42jN7Y8CEF30FaX1jwKznpPeNe2PAMXctIR95Y8A6jbRU3mxjwIspkUQvZ2PALPuuCP5hY8DUDn9N1lljwFwz+WabWmPA4oRCBBxnY8C2GhL3WHFjwA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"MnxETImCY8B6eqUsQ41jwKAy/n3GkmPAstKkFHSWY8CIhVrTvJZjwOFFX0Gak2PAMi/APjqIY8DwPVxy3H9jwDJ8REyJgmPA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"nFCIgEOYY8AN+PwwQpljwKJKzR5oqmPAcSU7NgKoY8CcUIiAQ5hjwA==\"},\"shape\":[5],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Inu9++O0Y8BP6WD9n7ZjwE8VjErquGPATmw+rg3EY8A0dy0hH8hjwJZliGNdyWPAfvs6cM7AY8DHckurIb5jwCJ7vfvjtGPA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"RCYZOQvrY8AKUFPL1u5jwN/DJced+WPAPMeA7PX3Y8ACvAUSFPNjwC7Pg7uz62PARCYZOQvrY8A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"1rLsUH3rU8Aqf7ndA9JTwCJ+uV08llPAbmLRKJJ/U8C+znH8XklTwMzDmliGIVPAauz2p3QMU8CuPa9GSeZSwNB3HKfy6lLAxkPp88S7UsDc92rCZItSwFYkZEj8klLA2OAfxIq9UsDqNnWZnuhSwJomZMi2FFPAcmyozFlwU8CMSYZqckVTwMh5HKeHX1PAYpJnZcmIU8CQwv2h5p5TwGKF80oSrlPAVnh/cD3SU8AugLkd6w1UwESfPkkfIVTAgG0LVop0VMDalmcl4YpUwATNN0/hclTAJkISUKixVMBYqXg2pd9UwACjPskp+lTAnn1/cFYDVcDQi/OKAiNVwLDyWfFkPlXArFGGqpwcVcB+xWArvg5VwCyVyq7O8VTAqqXbfx/RVMCm1HH8qqBUwNausmMpkVTArt1IoOJZVMBK8fbnmSdUwNay7FB961PA\"},\"shape\":[42],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"pp6T3jdiU8BMuB6F63FTwHQbDeAtglPAgERMiSSaU8Bm8s02N4xTwCRcj8L1eFPAvvUoXI9iU8CmnpPeN2JTwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EmSBjz1LXkAaFWYn0C9eQJpf5NgVDl5Aoh49y8sGXkC6XEeidSxeQF7wps6uX15A3rY5LuF8XkAKgGnEx3FeQBJkgY89S15A\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Dq5H4Xp0U8AG16NwPbpTwBaF61G4vlPAaj0K16OgU8BoZmZmZnZTwA6uR+F6dFPA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"BAAAAABAU8A0uycPC0tTwO5942vPVlPA+ihcj8JVU8D+JXDrbnJTwML1KFyPclPABAAAAABAU8A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AxntAG7UYEDbq0wththgQNvGNGKCxmBACcrR2F+5YECFv/r096hgQIsbird5oGBA5zkPo56LYECLqkyt4ItgQGMz1XWUnWBAr5aeZcavYECLB9xv7rxgQAMZ7QBu1GBA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"JDb75MlJQUBE36WPTfNAQOwtwXef/EBAfKU4758AQUDcE3b5an1AQKRTHQfCPkBAJCrBd9ogQEBUE3b5ql1AQDRbV3S3ZkBAdISzAzZ5QEDsAMixZ9VAQCQ2++TJSUFA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"GL5E5TGzN0AwGTdxJT84QDB8Y2pnBjlAsBVgzerEOUAwhp3Xub45QCiFAKE9SjpAIF9BSD0qOkAYS81tmLk4QFAbN3EpvDhAAHkAodWDN0AYvkTlMbM3QA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"ACN4uW4KL0AwKk9dC1IuQLAkFfCqni5AcA5nqDEzLkCQ3goZo6ssQJBAcX9JpytA4KSuiazcKEAwCXi5UiQpQJA1mtt4eytAINgzdcKFLUAAI3i5bgovQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"wKrQq4ZrIkBgFjcStZ4jQGD2sSbLViNAgMlVl/xtIkAgp9CrJp0hQICgM3VK2yBAsEreH8nGIECwq6dP61EgQAB61+WDayFAwKrQq4ZrIkA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"g7kjkT6fYUBBRUlQMZNhQM0fijfFmGFA3xEW3RqIYUC30wuGN19hQH8r/pH2JmFAdYPwHWD5YECr4hwX3+NgQOPs87qK4mBAKfbK3uOqYEDf51ZEBIVgQOcuOH+OX2BAQ/wETACAYECdGoo3pmpgQNuzI1H2VWBAGwI/OXpGYEB5DBZdU05gQI1JIPQROmBAKVBaIRItYECXBdxvU0tgQDVbMUUcXGBAJyVhm0t8YEB7dxn6w5NgQCfYRTN302BAx6/pY671YEAH+MqeKRdhQLew6eN/LGFA6XoZenFbYUBPKWEbpW1hQGPlHNfAgWFAIybEpER8YUCbk2T4yIlhQL9WWqHOq2FAQyfEpEG9YUBbD3mmTrxhQJ8+DyO0nmFAg7kjkT6fYUA=\"},\"shape\":[37],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"cKozdboeI0CQ4aAVonUiQHD165MrjSFAwGpjC6MWIUBwSkHp9H0hQMBk7zCuxyJAcKozdboeI0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"zwIFDCD9YUB9gbYwoRNiQAveRTNEKmJAC1laYWExYkAjqhLA6AFiQDXP0Rji5WFAI/5nVZGzYUDZN9U1J6JhQJPv8zqQfmFA37gjUSl6YUDzhfCd/IlhQPvD+nQtrGFA98o0ooC1YUAjaGvy9r5hQO8nxGSS5GFAzwIFDCD9YUA=\"},\"shape\":[16],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"nBgEVg7VT8D4kH77OnhPwMx3YtaLAU/AVBB1H4BAT8Co9KEL6m9PwJZ3nKIjCVDAToWxhSAZUMAwgVt38wBQwJwYBFYO1U/A\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"7MySADXnTsCk6xfshiVPwJhrJt9sy0/AwKwXQzkhUMDQwFYJFgtQwOg9XHLcbU/AlAMEc/TqTsDszJIANedOwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"L9yy3aPgXsAjpuIz0wBfwFlItrrraV/AGa8coR59X8CVYQF5ZrZfwM04pWnrwV/A/tY/FeYBYMBkCnMIOg5gwNKB6h94C2DANefsyr/TX8Ao9GDleqxfwEYVgwdScF/AmpbRYo9aX8C/3bLd7TpfwOwg92EK+17AL9yy3aPgXsA=\"},\"shape\":[16],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"FNnmFSgRTMBwuMRz32VMwPRT+0NREkzABATg21m8S8Ac5lpwROlLwByBkcCyd0vAzJ4WrKQ8S8AAA32S/7xKwDSkUBmc5ErAEOBacAaLSsCMOE38tHpKwGhuHeb0UkrA2IPLLdqISsA86zEUv8JKwDQB4FvnFkvANNsggx77SsBwXW8eyB5LwJyWP4hMs0vAsLbEc63/S8B8uGGqRqVLwMiiFiwaIEzAIHy6HKGpTMA8ExrJDKJNwMBGTfyxtU3AXG6pi/ZlTcCA3EnfpZ1NwGC/YaomMk3AHGupi+mtTMBw2uYVjF5MwNyhFix870vA4Mlyuxe0S8DUtcTz08xLwBTZ5hUoEUzA\"},\"shape\":[33],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"GHF0YriWYMBU9Cfq/3dgwFo1z1eVgWDA1vpht7plYMDjZGWUfXJgwAwJ1hHGhWDAvbq6iZmRYMAIWPFfv6FgwHBz2VSrp2DAmgnWl8KlYMAYcXRiuJZgwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"GHF0YriWYMB2jsFjuJZgwCwQEGK4lmDAGHF0YriWYMA=\"},\"shape\":[4],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"iX0Zerz0YUDnSubG7hRiQLu6I9GQ5WFAEZ87nODRYUDH+8peEvFhQIHx8zor8GFAC+DiKe3XYUCfawjp8cJhQG+9wIcFvWFAW/5nFZfAYUBRONU18bxhQKcIP3lYxGFA4TtybMLFYUCBx5erArNhQH1TvWrXtWFAZx3tAGzTYUBXeXxDtsZhQIUFogL01GFA/73Ah0TdYUCDExbdWOhhQLNGSVCH52FAiX0Zerz0YUA=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4LmIBMonG8Cwn3c1jB8hwDByCpVE9CPAgNFw+yJVIsDgivJJhmAjwMD5BvjtpyDAgI0bZOZJHsDgsU6Xde8awIDjktvVpRbAwDR0VqLKGMDA+qPsxiEYwOC5iATKJxvA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QGYHfEhhKUBAzqdPEy4oQCDFp09LFiZAMGu1w83OJUBADrIm570oQEBmB3xIYSlA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"y5KHuTMgY8DyLCGzKUBjwPqFE1+GUGPAeibnxXhVY8Cm0JGwaDhjwFkzW8BRJ2PAMAPFwxISY8Au0y5HhARjwMuSh7kzIGPA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QK1p+z8KCMDABJ2ymUsQwIB8NsikcAjAgHrWkzZZ/7/AJMknicIBwAAwG+C38wjAwCNmXhmuAMCA40bRANfxvwCqW+wQjdu/AKTjwHetxz8A/k++GRTeP4C8+tWM5/o/gEK9y7X1+D8AXMeiGc/wPwA+WgKmMvc/AJSwZ1Wc4T8A/FbSVzPpv0DZc9KD6wPAQNv/93KmB8AAzUCfiPAMwOAk6DCHKxLA4PPdWef6FMCgzUddNBsXwGBN4fZtPRHAQI9wNZ1RC8DgWOH2/e8TwEBe4fa1ERXAQFlV0a7jEMAAXBtkfhQTwECnNkzrURLAwPStP5S8CMDAtUCfYI8HwABJVU1ACg3AANWS221gE8AA2ZLbgVQUwMDjo+xe4BLAYBk66SExFMBADoyheFgWwEAuEY16lBbAgNfkk5SZGMDgnbFgtSUXwMBLbRw9ChTAYIyIBJLYEMBArWn7PwoIwA==\"},\"shape\":[44],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"U9BXg4iyZMA4k00sK8ZkwBbiaJQl22TAOa81oZHuZMAN2y4n+M5kwARBle2UtWTAU9BXg4iyZMA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"1KfjMQPRU8DOHcTOFOpTwFT/5zBfBlTAwI8xdy0XVMCelIJuLxRUwLLOMSB7+1PABlH3AUjhU8DUp+MxA9FTwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"amiR7Xx5VMAo32xzY8RUwO60w1+T8VTADEEOSpj/VMBaE0TdB9BUwM46qpogeFTAamiR7Xx5VMA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"OL+pu2l3ZcAy2pFwqWNlwOdNbDG3T2XAt5GwFdc1ZcAH0lfjDxZlwLWlXr2zGGXACFvgK/EwZcB8MoQ8TEllwMjgy/17VWXAfk5ssbJxZcD73S7HUHllwDi/qbtpd2XA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"uPmT3lJKVcAu3qvpcj5VwPhsbl+yHVXAjNkO83z4VMCyZ9GoZ7JUwPwXtsAWaVTA5rTskGtjVMBalWelTzRUwFZhNPKeBlTAFvWT3mw/VMBeHFP3BKNUwCYWGYr2xlTAPnriOW0GVcCYq3h2f2FVwMyysiN5d1XAlgkI+TTOVcDyhrmdk5ZVwJwZGYpkjlXA+Kt49pB4VcC4+ZPeUkpVwA==\"},\"shape\":[20],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QIyWunMELcDALmrBsXotwNA1e9IuOCvA0I+WutXRLcBwW4VKYMsxwFA2Kbv/pzLAoCd7cwb5M8C4ro8hUsM2wDAUk75KxzXACO78wX30N8BIWtcCNS82wNDAPWk4OjbAOGA6zIBTOMCwso8hiKY3wFCeG0eKIjbAUNjCVIeTNMAgD80rjQ4zwJjgcJxyzDHAkNI2L/YqMMBAjJa6cwQtwA==\"},\"shape\":[20],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"ppDyk2r3UsDU2cngKD9TwJQxdy0hT1PAJN7IPPIzU8BYQ+IeS/lSwBjZzvdTx1LAiqxu9ZzGUsCsutVz0s1SwKaQ8pNq91LA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/X5qvHTgZcBnBirj38plwFvmdFlM0mXAFpFhFW97ZcBaBP9byTxlwE6OO6WDXGXAihbZzveQZcD2KFyPwpFlwGhcOBCSnmXAeSgK9Im8ZcBpxqLp7NRlwFAU6BN5/2XAQSECDqEGZsATRN0HICdmwDBb64uES2bAVjpY/+dcZsCubvWc9FVmwPPlBdhHfGbARTS6g9htZsAAAAAAAIBmwAAAAAAAgGbAmpmZmZkxZsBkEFg5tN1lwP1+arx04GXA\"},\"shape\":[24],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"oiPdm3PpV8C8+dzVPxFYwGi1VoCDZ1jAmCyEoaKbWMBSBw+fCPNYwJroibO2uljAyhPX/feNWMAkq3/cEkpYwLxEGXasI1jAiBHmQnkQWMCiI92bc+lXwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/P////9/ZsD8/////39mwAAAAAAAgGbA/P////9/ZsA=\"},\"shape\":[4],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"vo3O/f9/ZkB1rIvb6FxmQD95WKg1V2ZAi1pz/f9/ZkAAAAAAAIBmQL6Nzv3/f2ZA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"0FMdcjNWZsAAAAAAAIBmwAAAAAAAgGbAZmZmZuZ7ZsD6SbVPx2BmwGA8g4Z+MmbAMW6jATw1ZsDQUx1yM1ZmwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[932],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"07fM6bKKXMAUAYdQpapcwHA486s5HFzA64L6ljnDW8Dot68D53pbwGaHvyZrQFvA4Ywo7Q0MW8CI2JlC5+tawIadKXReGVvAPwFNhA3hWsDczVMdcqFawK98lufBWVrAguiC+pYxWsBNH7qgvh1awKBQiIBDslnAiSR6GcU+WcAId2fttkVZwC0JUFPLrlnAz8KedviFWcCPW1oNiZtZwI7C9ShcD1rAQgrXo3B9WsDuHAOy18dawPn/////P1vAdXEbDeD9W8DiRgN4C1RcwNnYJaq3dlzAskfhehTOXMCLeyx96AZdwPYoXI/CVV3AU+i8xi4rXcCC9iNFZMhcwHxA2ZQrblzAZvfkYaEaXMBqZmZmZpZcwKKY9WIoH13A7lpCPuh5XcB23CkdrJtdwHO2uTE9B13ADCk/qfZpXcBq1EM0utldwDAcCMkCpF3AbCbfbHN3XcAPgPEMGsxcwNO3zOmyilzA\"},\"shape\":[45],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AAAAAAAgWsC4HoXrUVhawFyPwvUovFrAZmZmZmamWsBxPQrXo1BawAAAAAAAIFrA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"7ihcj8IVU8AAAAAAFxBTwP7//78fVFPAAgAAIBGZU8D+//+/Ht9TwAIAAECn8VPA/P///xE4VMD+//9fXjVUwAAAAICYFlTAAAAAwB+EU8DuKFyPwhVTwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[73],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/+jUlc8WWcDsspjYfMpYwLgehetRWFjATOF6FK5HWMAeWcAEboNYwML1KFyPIljAqEfhehQuWMB2a2CrBJdYwPJL/byp1FjA6dSVz/IAWcADAAAAAKBZwB+F61G4nlnA9/cZFw4cWcDH9Shcj2JZwP/o1JXPFlnA\"},\"shape\":[15],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EzY8vVLzYUDDBG7dzcJhQLul1ZA4gWFAw5DVrZ57YUDB+j+H+ZlhQAOCOXr8wWFA43DmV3PvYUATNjy9UvNhQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"SjIqG5BMV8C82jcPOJFXwDqsoRI72lfA0mEj4SgCWMCS9IJNKwFYwGaUVhS731fA5rgV7TugV8B097x64RpXwMZsNHKgoFbAwiZT90AAV8BKMiobkExXwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"PwrXo3AdXsAtweJw5sVewEnhehSu517AuNKkFHR7X8DIgOz17mVfwNUYraOqM1/AW4/C9Sj8XsDc+X5qvDpfwAlLPKBsYl7AU3CxogYHXsBhFhObj2NdwDrIJCNnJV3AFR5tHLHgXMCTUtDtJTFdwLNH4XoUzl3APwrXo3AdXsA/CtejcB1ewA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"3S4012nXYkBf/kP6bbJiQIP/rWRHf2JAVwCMZ9BDYkBp44i1eEtiQBXGFoIch2JA3S4012nXYkA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Wi+NZDdnV8BalvPKCopXwEJ5bp/05lfACo8cJ4o0WMB8K1M3eBJYwMoHMdVztlfA3hdCZpN+V8BaL41kN2dXwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"V6TC2MIiYkCbmZmZmQliQKd+3lSkk2FASyno9pJeYUCX8e8zLh9hQNXsgVZgMGFAvzCZKphaYUCzKVd4F69hQFekwtjCImJA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/P////+fWMBqmxvTE29YwPjzpiIVbVjABtejcD2KWMDmvWplwvNYwCYyrOKNOFnAIsTOFDo3WcCGaRg+IqBZwPpOzHoxpFnAsnd/vFdfWcBTfAqA8f5YwKAHd2ftpFjA/P////+fWMA=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"CQPPvYcNW8AY14aKcfRawICR0JZzu1rArPHSTWJ4WsBmFW9kHm1awL2ReeQPlFrA0MzMzMxsW8ACrmTHRg5cwAMcQpWab1zArFfKMsR3XMD8CS5W1PJbwPzepj/7E13ABMWPMXdtXcDG8BExJRZdwGlI3GPp2VzA3JQrvMslXMD27zMuHLRbwO5jzF1LRFvA+WabG9OfW8Ar7Q2+MGVbwGo6OxkcI1vACQPPvYcNW8A=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"fOMPk5HETEBEysQU9XhMQGy1UDq01kpAlHAM9ry0SkBMi5HhCs1JQAT/ayJWuklAHDECHzg9SkBsl2iF2jhKQBRUhwq8NktArOsgpA/BSkAUE0PGg/NLQNx4qSzj0EtAhNabuC/vTEB8wrMDxJVOQBJBaUTlH1BACvGwpYCNUEASRWlEDQpRQJ47kqCKNlFA2gAlgI4LUUA2pDL0yShQQCy53F+wyk5AxIwdBxE9TUDUGOD8Tn5MQGSyFs2stUtAdNjVJbnPS0B84w+TkcRMQA==\"},\"shape\":[26],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Rk8SEMirV8D8dm4fu2RXwBTiDrO45lbAWogcZ3qvVsASncruDr5WwKIFzoufdFbA5FaGKvlLVsDcL8dRpvVVwBoMpa9EmFXA4JItOIkyVcAaCKVvOLBUwOw8ddk5SFTAVP5qQq4DVMBy8PYnX/VTwH6AuR1MHVTApm0L1rl8VMDA8Fkxps5UwFhr0ag8hlXAhujlVp8JVsAmyMM08XBWwCLc1EUJG1fAkO3llisxV8DOmy049DhXwPznq2k0eVfAHo4c55j9V8C6RzusxEdYwPxlwBewL1jARk8SEMirV8A=\"},\"shape\":[28],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"MkiNpLUMXcCKQVP3fRVdwG9TZIjJRl3AxDXfHJaCXcASGVprjvldwNYaWuv/X17AlSYxFbe2XsAkI5QYt7ZewLMkMQ8VSl7AHDCl76bGXcDJ99QFfWRdwDJIjaS1DF3A\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[1300],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[52],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/P////9/ZsD8/////39mwAAAAAAAgGbA/P////9/ZsA=\"},\"shape\":[4],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"GKcEnMJ1V8C+PQE/65JXwK4d35zbCljAyuqraewbWMAKmpCBC5tXwPJslzsfblfAGKcEnMJ1V8A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AqjzyvaLW8DQPFO3RgNcwAUBSaAxYlzAL3QjoV8uXMC5zrKj7NBbwGAA5lavdlvAAqjzyvaLW8A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"MGGm7V+5OEA4k4ychX02QMCRlsrbuTRA+IlZL4ZqNUBon6ut2M80QFApBd1e4jZAiA7z5QVIN0AwYabtX7k4QA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"aAq9+nBqW8BUa+lzZ7hbwO3/SKCxIlzACIU0MqghXMB542ArAOBbwAaiuZ2svVvAaAq9+nBqW8A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WPSCjSP1V8CgLFN31FNYwMI3Klv0h1jAdhmlL2KjWMCApcpucqhYwFboDjOVVVjAojnHEUgwWMCMQp41y+NXwFj0go0j9VfA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"HKfKLtoDWcBeYoaq8OpYwJ6hkMFzU1nABGaGqsm8WcD2GWvCRUtawJHDFa13DVrAkgz3Z9paWsDSaIaqgV9awCqMRcPf4VnAOsOyY880WcAcp8ou2gNZwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EnUfgNREWkB2xFp8CtxYQHotIR/0UFlAooAmwoaFWUBORs7CnrVZQCqDo+TVV1pAEnUfgNREWkA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"6CZO7ndAMkB4lWBxOIs1QEjkZrgBBzNAkN5UpMJ4MkBgavZAK5gxQDhj7lpCHjFAgK+UZYjTL0CAg0wycoYrQKBrfZHQVi1AcGUZ4lhXKkDgJced0nEmQMAuqG+Z4yRAwEZaKm9XKkBwC3va4W8rQBBu+rMfSS5AwAxxrIsLL0DwPXlYqP0wQOgmTu53QDJA\"},\"shape\":[18],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"sEBZk5dyOUDANKtLUmg7QNDHROW17DlAANOPY0MGN0CQiIWMPxM0QCCjbUGz5TNAMHeu6FZ2MkDIxwM+Nl4xQMivROW7dDRA+EikEW/oNUB4XrUiVOs2QLBAWZOXcjlA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"NAWmj26RSUCMgFd0l+VIQFzoWhF8ckhAHDPZwqFgSECMk6LyBctHQKRr45lcQEdArNbmNkaJR0BUIAIfaWxGQGxlqSxKZkdA5LMn3sMoSEBki8tO60JIQATzMbVwjEhAhFuYGxcFSUCMVMF378JJQDQFpo9ukUlA\"},\"shape\":[15],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"toUgByX8WEAmFcYWgnBYQK6aIOo+vldApuTVOQZUV0BCz2bV5yJXQGISoKaWy1ZAEtpyLsVxV0AWfqmfN/xXQHYkl/+QeFhApijQJ/ILWUC2hSAHJfxYQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"5noUrkfBVcDeX3ZPHnRVwGyCqPsAzFXAfnqlLENCVsB0jV2ierNWwLiuX7AbOFfA3lAxzt98V8C+YwYq43tXwJCEtpxLSVfAcJMYBFa+V8C4ek563wRYwFBUbw1sLVjAKpZbWg0BWMAI+aBns9RXwEaJJHoZk1fAvjQMHxGvV8DoJY3ROhpXwMr9DkWByFbAzMzMzMxcVsCkcD0K1/NVwOZ6FK5HwVXA\"},\"shape\":[21],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[65],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[132],\"dtype\":\"float64\",\"order\":\"little\"}]]]],[\"ys\",[[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"JpLJSZICVMBLjyyTLSNUwEak2loFQFTARGMzTT43VMDnJSn2ADtUwLi7JVmvJVTAS48sky0jVMAUd+GUXhBUwIKj2lrgElTAhpLJySQZVMD3qRTIzv5TwJipFEg86FPAJpLJSZICVMA=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"FxpS0s/fU8AUW/nfluhTwCk1OocD0lPAxDQ6B3G7U8CaTIWFrbdTwJTKNmofplPA/83TZh+mU8DeERgrS45TwCg0Os1UmFPAleKBrmSsU8CQ3+Qx98JTwBcaUtLP31PA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+ck2MAODU8AyIyk8mZ5TwIgxndB5xVPATrBOtRDhU8ByrbH+qwFUwGqBuLi8FVTANG0K8QkmVMDNwl9GFjVUwPnru9WgQVTAXCnGLN49VMChmQO3iyhUwBKxTrU1DlTADC8Amqf8U8DkxPz8VedTwJMgjD++y1PAYo0s2eqzU8CIsusxWZ1TwG6kd1cCg1PAA6HaWgKDU8D5yTYwA4NTwAvlHuU2dVPA+ck2MAODU8A=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"nTV0OhBgUsDWDBgrGGpSwOF5uH7OXlLAzJ9312F1UsCci8kPr4VSwMgy14OrgFLA+C46BxlqUsBiMtcDGWpSwKiiFI7GVFLAnTV0OhBgUsA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4Xm4fs5eUsA5zHCd43dSwMyfd9dhdVLANovJjxxvUsBA4B6fjV1SwKrju5uNXVLASCRjKcJPUsDhebh+zl5SwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"NuySv7v7UcDGUvmlgwRSwPmnTnv9/FHAwWenbVshUsDnDrXhVxxSwFQ7rqfZHlLA5w614VccUsCK0aqKGiBSwF6oTvuPE1LAZrz8/Dn5UcDQv5n5OflRwNQsOk3w7VHAY5OgM7j2UcA27JK/u/tRwA==\"},\"shape\":[14],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"ZpKgMyy9UcBip077A9pRwLr5BhoZ81HA27XCVe0KUsDe9mljtBNSwAogxvI+IFLA2onJD/4eUsB8NxHx6AVSwH54uP6vDlLADd8e5XcXUsBFoRQOqARSwLa4XwxS6lHA9GIK8TzRUcBeZqftPNFRwJK7/MK2yVHA/+f1iDjMUcDa6pI/natRwD5UltzJk1HAWBkpvF5gUcCaSL84RUJRwGdxG0g9OFHA/AcYqxBQUcAkxNPm5GdRwBrZga68hFHAan3ya1SgUcBmkqAzLL1RwA==\"},\"shape\":[26],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[561],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"zczMzMzsSsCdmZmZmTlLwImZmZmZWUvAlJmZmZmZS8D3/////59LwNZciqvKckvAlB9GCI+mS8AHWwhyUM5LwOZetTLhv0vAzEV8J2aZS8CdxcTm44ZLwHt4Xb9gP0vA+6HuA5D6SsAGXVDfMmtKwKdsrS8ShkrAfMcpOpLbSsA+jjulgwlLwJ7ydoTTzkrA7IZtizJ3SsAdwoanV0JKwDUK16NwUUrAw4BSlnRRSsC8zMzMzIxKwM3MzMzM7ErA\"},\"shape\":[24],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"z8zMzMyMScBrZmZmZsZJwDUzMzMz80nAnZmZmZkZSsDTzMzMzOxJwGJmZmZmJkrA08zMzMzsScADAAAAAKBJwPz/////v0nAz8zMzMyMScA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"dhSuR+HaSMAyMzMzM+NIwNajcD0Kn0jABtejcD1qSMACAAAAAFBIwLYehetReEjAwB6F61GISMB4PQrXo6BIwHYUrkfh2kjA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"dKjTOnJlRMCM1cwAoJFEwJRTfuURgETA2NTMAHVnRMBUKiJWDnBEwMwKADT+B0XA4v2LWRk0RcCqnMIpE5tFwH48ljAGeEXAuiKuezrRRcCMEZ1qWcpFwFB7oAdexkXAcrMNqM1YRcCmXLhSTQRFwIjtF3/OlETASOJA2xtaRMB0qNM6cmVEwA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"LL2BgqN1RMDoxLvvfqpEwAInhR+edkTA+CeFH7GsRMD+EDqhj+JEwJA3+fnYHUXACN1pNyp8RcBqLIUfp69FwErR9Vw67UXAnuzdEc/uRcAQ6kDbCh9GwMCSTk/UckbAaAzGxlf0RsB8gaAHii1HwKbhzAAUUkfAJgeMWVpPR8DkQ5YwJSVHwM5Up0EmHEfAxuYGbiXtRsBwY7hSM45GwKwBjFneD0bAbvpR7Mj3RcBgKejoFMdFwH7P9VwOhEXAHifo6KFBRcBOZo/2OuJEwNA8M2fYwUTANg86oWF6RMB6xlgmOj9EwCy9gYKjdUTA\"},\"shape\":[30],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"2jdt1AQUQsBwuB65w5pCwJBQuFJaQ0LAwoeIvENmQsCmWfK/FsdCwOwc6OjM8ELAkDGWMAr7QsDaGEuyN8pCwMb9Yv0B2ULAkmlmmplKQ8C+vB65SpVDwJL9xcaokkPAMGGP9pC5Q8AsYo/2ofBDwIxij/ZxCETA8vmLWWpNRMBQPDNnEqVEwDpORHga2ETAusEeuYO2RMA28bS1EqREwLin0zrIOkTAmPFR7Ff0Q8Ac9O4iIsFDwAqvqt7DkkPAGBiuexpmQ8DyAQA0jwNDwIw6bdTIsELA7NzdEQVbQsAkTRscdURCwJbb3RGdD0LAiBqFH1qeQcA2I1zDuUNBwFTbekivOUHA6jHQncqAQcDOJFzD+6FBwNo3bdQEFELA\"},\"shape\":[36],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"CEolJ/UoNsD4xTnVZGY2wICA9ZA0ITbAsKAXs/qtNcCYHMmXWiY1wKCetOnacTTANOgymwsbNMA4AH4ZuR40wMCvxfrBdTTAfPUJP87MNMAQhsw0exQ1wHhc0240szXACEolJ/UoNsA=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"rEFD/wRXMcAU2CrB4qAxwNQa9RCNJjLARJNvtrlJMsAkFCLgECoywNwLk6mCuTHAjDIbZJJhMcCUsWg6O4ExwKxBQ/8EVzHA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"gxc0sCKOMMDEAHGKJc0wwIyZxSkVAzHAFD2bVZ+jMMBgC/eXGW8wwJh5fbMJYTDA9XcwoC8RMMDARzIoqU8wwIMXNLAijjDA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"cNYymy8RMMCg6UOsIo4wwAhguyOpTzDAcNYymy8RMMA=\"},\"shape\":[4],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"YEwN3HSAMMCg6UOsIo4wwHDWMpsvETDAMMUhilgFMMBgTA3cdIAwwA==\"},\"shape\":[5],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"MNgym2F3MMDU6UOsDJkwwFAUPXL1KDDAGLnZEKDIL8Aw2DKbYXcwwA==\"},\"shape\":[5],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"GJwrySreLcDIdjID5HovwJjH6iGtOi/A0JvxW25WL8CQemxwEMkuwHBwzznEQC3AGJwrySreLcA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[49],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[224],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"eDch8ib3JMA45cucGaclwEiTE37YoyXACNmRL9VoJMAQZ7futeQkwHg3IfIm9yTA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"0KyYaap6JMDYosHFbYQkwIBiVCWuHSPAWNjLnAG5IsBoe5+j81QjwJhY4Ep58CPA0KyYaap6JMA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"8NzLnPG+I8DokU3rWMojwBAuhLuKliPAwHcCbatHI8Dgu+PnY3wiwBiKsLT0zCLAMHRlNmc4I8Dw3Muc8b4jwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"eE6m3TAzI8Cwl4dYkZEjwEg+zznI1SHAIPgnLNijIMAg+Ccs2KMgwLheVCVyPSLAeE6m3TAzI8A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"iKj7Mq5HJMDIi3ZHULgkwMAPYpngeiTAqLDS1s7MI8BwpJhpfpQiwEg3lcwbySHA0PBQiFNQIcDQ7lCIO90gwAhmyP/myyDAgHI82vOLIMBoR0MUbcsgwCgTc6olViHAcGWOkkY2IsCgnl78TckiwIio+zKuRyTA\"},\"shape\":[15],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"eIXqIf0wIMCwGkpOirkgwKAPc6q1jyDAyBYQ4WFpIcBwq28NM9AhwGj+JyzwFCLA4ExDFN0QIsA4AGKZEOogwECnbw0L5iDAeIXqIf0wIMA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AKupej8wIMC4MfiVs0whwNBSfYEJ3iHAcOsWG++eIcBIv7qLxOMgwIhrAm1TeSDA2O9QiM8SIcA4nZhp1usgwACrqXo/MCDA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"SAk5PbWsIMAQI4S7mhMhwECTXvx1OiDA4Geec/AEH8CQzz5H/68dwPCFXcyyRx3AsHWvhHE9HsBYwvT4QAogwEgJOT21rCDA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EAis5ypkHcAwEOZUe54dwAA/GYgetRzAkIY0cFMQG8BQ3Cb8uGUawHDZT1goFhzAEAis5ypkHcA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"ADgZiFYcG8AA8jcNaoIbwIDnmtZZ3BnAkKtWkr3IG8Bw9GBpeWAewNABOA0qGx/AiFvxW9q9IMBwW1Ql7oAhwHgJOT2psiDAgGIryZrAIMDA/mGZsJogwEjUBQrGPiDAIGs7qnD2HsDw2Xi0/5AewDDLZ6MOER/AoIZdzGprHcAg4ib8GLMbwBDr/Z/ZZxvAUPwfwmuVF8CQOiqZ59EXwPC/230PYhnAoBYx0xywGcAAOBmIVhwbwA==\"},\"shape\":[23],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"kINu3YvbGMDA5MMyuZQbwPDyq+fikRjAkNua1tkhF8CwSXUXuccVwJDJicVI8xbAkINu3YvbGMA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"YCRrQK1HG8DA8jcNEq4bwOB+lznLJBrAQOsOsXKaF8AQADHTdI4UwHBh+gJzKxTAwIHityRcFcDACs4JZUQWwLBMnnN4zRjAEOJgafkoGsBgJGtArUcbwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"IM9gaYnpFcCgXIYouj0WwPC9FevnXBfA0CFC5MVVGMDg2sMyYUUZwNCICxQcRBnAsObUQ6oaGMDQ66vnEv0WwDBo+gJDwBXAUMBPWMBVFsAg5A6xogUWwBDV1EO6GhTAEMdgaWEBFMDQHnxR/iAWwOC9T1jI0hXAIHBu3Wt0FMAwEXxRPgcTwLD8pK3VqxDAYGlFgVyYEMCwyNRDekARwODwWS98eBPAIM9gaYnpFcA=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AM84SiqsC8BAIhrF7lMOwCCyFijo2wzAIAbgVw5rCcDgmty61wgJwADPOEoqrAvA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"oJU/hAfACMDgosupJt4OwACOkTwGkgvAIAlDIa7mCsDAH/Fo720LwCBEsMHBJQvAoNGDyMu/BsAgESvWz2oGwKCVP4QHwAjA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AGLRpvv/EcBw0NRD0hATwODMDrFatBDAQH6ph2RRDsDABQm0TbILwMDNrCSLSAjAgBVlQ5DuBcCgGtkdAQAEwECf7ctoPQbAQCzZHfH/B8BAvWGmiesJwKCEgCulRw3A4F/qLhLXD8AAYtGm+/8RwA==\"},\"shape\":[14],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"gHkieQxu8r/gtjhKSicGwOCss14o8QrA4CsknNJ0AsCAS80jl0H7v4AcNyc0Pvu/wNMItA1pAMDA0pTZvEUDwODLIP8bzQTAABvxaC9QCsAgKLf7LuQOwIB3HCW1fhHAwDg7qoiBE8AQQzuqyNwVwABwXcyqVRjAcFABPcB0GsDgbenx+eIawJC9LTZWjR3AYIiHWJUWIMC44z93ljUiwFBvZTaTJCLAeEPPOWAHI8B4MCHyXl4jwPDcy5zxviPASCitF16WJMDgnodYWSolwGCfh1gRTiXAiCxKTlrJJMDQV0MU1Y8kwHCX6iHJQiTAsJgkjyH8IsAgI+eEluIhwBi1gB6EIiDAMORPWECFHsDgKfdlTKkfwBgFnAaxfSDASAj/z1T3IcCQDpwGVaciwBAl54S2USLAeENscFw8IsDoWvFbJpggwDi8uossMSDA4FS37gnDIMBAd9kQyNIgwMCRlzk7ZB7A4Ogm/OhHHcBgRmQGcO4YwACeymzOkhXAcLvDMqkvEsAg0g6xCtoRwGBTh2WSTwzA8L83DWoZEMBwKzuqsHMQwCBlXglj+A3AAMo4Sop+CsBg5TEQfZAGwEABjp/vrgPAoLNyt7rWA8AgFxOLYbcBwCANPOdAswHAgCdIOOXf+b/AioVCnOv2v4AjYNrNAe6/AKCWqjdB5r8AESYbgqbXvwDv2u579+i/gHkieQxu8r8=\"},\"shape\":[67],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AGQ6Fqa39j8AbxG1Z2LbPwAkpLjqJ84/AOBOv76X2z8Au6B33WXYPwAgB4IaXs4/AKYblgmh4L9A0wP04Ir2vwAjw6M9l+6/gI5cPZez47+AYHQxKzjxv4DVRPJYyu2/gJpc5gxF+L8AGCYWw3j+v4DkvTUMfQnA4NTVgGo8DMCgyzcNGrwSwPCqPkfHXBXA0N/UQ9KJFsCQyMMyuSEVwCAkx89P2xHA4GQ0cMNnE8DgoNt9V0wSwICnT1gAwRDA4Pn3ohzRDMBAp2GmaQUFwODh96LscwfAsNwfwutjEMAgbZc56xwWwBA5x8+PsRbA0CK2vv6EFcAAP6+EcdYRwKANQyGO9AvAoOeDyGvlC8Dg+3yOfmoGwABIRr5ELQHAgJkzin2m9b8AEO82nL7DP4DdNiKVIOI/ADPehpPy9D+AtNrpHDnwPwDuTm2TAew/gCJIM+ZY7T8AteEjykr6PwBkOhamt/Y/\"},\"shape\":[45],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"gPnkwEAe8j8ARUsiCIvQPwBPOhF3z9Y/AFzG7ggi0L+A149wyvXovwCY11HFzOy/APr8vvIP0b+AFAfjAjDwPwCNrvCW+Pw/YMcxuZJlAUBAgK7wdg76PwCc0BIpp/g/gPnkwEAe8j8=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"8L0V689oF8DQJHxRPn4XwDAPQuQ1JhTAYNuCi4vhEMBghh1ixekMwAAsE4vxZQbAYPYq1u9mAMCAeRG/pc/kvwBO6Pwuccc/QD9jcqWv8D8AcsY7FS39P4CTJ+IeoANAIDcTNGd4CkBgowXAbPMOQJAKwrgU4hNA0OplKVbrFUBwg//CD8IVQJB8Yow7/BRAIO2wp88SEUAA4eY6CbkMQMAkn1kGZQlA4J5yYIjLAEDAMdKMaasAQIA8e70TYfY/gE50LKz24T8ATH5BP8O6P4BUe8JCyOa/ACmkx4fy8L+A9NNdhFvxv0BfQf6XhPy/4BE85zC5AsBgX7qYRW4DwCBoRr6EfgjA8NyCi9s4EcDwvRXrz2gXwA==\"},\"shape\":[35],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"gGG1KgQ+/T8AZymu+t7sPwDSPVyCGOk/ANgGysc7uj8A0rjMGbjpv0Ah5W51zfe/gO3fVz7eA8AAobIhCA0QwGD/lNmcQQ3AsPRqQI1tEMAgY5h2M/cLwGDfSVtrgwvA4CmfsEDzCMCAHlQyv9MLwAD8QiGe9AfA4LLEbzllCMCAePQF5ngHwMBpjHxpfPm/gHQRaNsJ9b8A634NjmjdvwAikwODldo/wPjTr4949T9A/zuQPg0AQIA3MD/Snvo/QHTGOzWc/T/g6kLKE5QFQKBD++hQFgdAgAMabrTRCECAXCRF6CUPQIBi7rF+GhJAsEbMj5yZE0CQooSuecoVQCAfwrigkhhAAFYeSPeyG0CgWbt+U7YbQPCe1mZMsBlAAJtznTDzF0CQUS9ZtNUWQBABsaefoRVAgD7164MQFEAAcSgft90TQMCUIeWt6RFAoFS0RNqMEEBgf5HlG+AJQOAnwXswTQJAgGG1KgQ+/T8=\"},\"shape\":[46],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+MM0Y1TUIEBQvRDUXAAfQCB2Bv3swRxA0J9zneAYGUBgY1i1wywdQECl1mZcJRtAEKZKQdkyGECAsviI8lIWQCD6AmA6pRhAkHAG/WCKG0AQJ07eQ3EdQJC0OTCIVR9AEAYsvO2sHUDwSnAAWtQdQFBLR6QCmRtAcNUy9rrEHEAogyqM5hEgQLj5BM3poSBAIMOXLNJiIUDAWDHGC3sgQHDZ4qo/ByFAOC+bybrrIUCI3eKqV/khQFjT0ZlKhSNA0IqNVXiSIkBQZGszopAhQPjDNGNU1CBA\"},\"shape\":[27],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4AsUcd/JGEAwVi9ZnN8XQHA0mVzJDRtAIOuQ8tRmIEBgIu2B7aUjQDDZqD1viSJAaDkPpN8gIUAg6abQmxceQICBUXtW7RlA4AsUcd/JGEA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"qB6F61E4JEDo//////8jQLhH4XoULiRAeBSuR+G6JEBw61G4HoUlQFDhehSuxyVAAClcj8K1JUCoHoXrUTgkQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QE9JEbyOJEDgT+ZHcuYjQLCH8B70oiJAGOi5TlwLIkCAQw+kPW0jQLgj7YFL9iNA6DNhXLaFJECQtxJBhMMlQLDMwIiZ4SVA0JYqjOaIJEBoEwXNJ3cmQEBPSRG8jiRA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"ALTp5PyhIkCY7JDyKLwgQGDXqD0/IiJA0PTzu3ZeI0CgZPdYqcAkQAhqWiJFvSZAKPIcGMwbJUAweULX3gEkQAC06eT8oSJA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WJ7wHpTIJ0Aowa93FConQOgx7YHVKidAUIp8RPVUJkDYPpvJjHslQNj+kPLM4SRA+J/HwrbPJUDgyYYb6dQmQFie8B6UyCdA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EGogtUxTKECoKVBLnRcmQOCmZPl2nyZAONeXLJ7zJUCodQhqqrckQBh3paD0RCRAKI62sQ2tJUDQwenkpMclQCCNfESh/SZACOyoPcfUJkCYXEkRoJYnQNCPQteSHSlAYCKiA0oSKUAQaiC1TFMoQA==\"},\"shape\":[14],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"8NsjUqEjKkA4sgEwP2koQBg/irizaClAKOZdv83uKkCwPlBLAdwqQPDbI1KhIypA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WPFjYQqBMkDwmg4M8zcyQJDS3nWcejJAqHjs6ZE5MkA4o+Wvbs8xQPBDVu3vFzFAQHrDjS9DMEBAxY1VrtwvQOCRlI/nPy5AACGR8iCoLEAYlGszuG8sQACEWiJPrCxA0GNybXOQK0BYeloivXkqQKCkU+i7/ilAQNcjUscSKUCYw9jTFw4qQPgPuk4YGytAsEYn7yVfKkDQxjudp5ErQOgJgOH7RStAIDh5px63K0AwuiqMwoosQAB45kcADS1A8LqNVWqDLUBI5IYb5cosQIA0Bc0V8S1AQOZMrgzQLkCADSO6G10wQGAnC2/dCDBAaO1jYV2ZMUCIJJeUVoEyQFjxY2EKgTJA\"},\"shape\":[33],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EEIcgGA6MkAw6Cn01PkxQKgUI7pY+zFAKK68U1HyMUCYlNSe3F8yQEitHx1GhTJACGKha8eDMkCYaNvYOm0yQBBCHIBgOjJA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"yJVx1UTeMUBoTZBafLMxQNgyqKWR3DFAuMqkCNk5MkBon6tCXHQyQDi+MC4zhjJAYDziEpN9MkAwXgQ1n2YyQIjUe6wjKTJAMBQjugnjMUDIlXHVRN4xQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4AsSqRrfM0DgKZeU5rYzQFhJHICJ4jNAqMfNZFrhM0CwljdodZ8zQJC1vFPjpTNAsIfDjRNLM0C4+53OLlAzQBisgubjAzNAUJfUnqT6MkBoi/36uJwyQEBdBDWENDJA+KXlrzJsMkBokTdodmEyQGjj74albTJAwD5/SfQ+MkD4pOWvLS8yQDjBzWRIbTJAOP7XO4hIMkB4D4aDO5kxQKg8f0nwwTFAQEhW7YQLMkDY1HusBzcyQPiFYMRGJTJAmEW5tsg3MkBoS/Mj7wcyQDhQkFqxVzJAGPJjYTeqMkDgkTdoq4YyQJh57OkfcjJA4NZ7rB2rMkB437UZBBozQPg5qKXMezNACMpqm7mjM0DIpatCauozQOALEqka3zNA\"},\"shape\":[36],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4BDpTKutMkBw4u+GnDIyQIACdXL3gTJAeK2C5i1eM0BoKpeUL9IzQMheysfrGTRACBfpTNkTNEAI2N51KLIzQHgT6UyBQTNA4BDpTKutMkA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"wN798V4VM0A47IZti+oyQJC12y40DzNA2ET11sBWM0DYDDfg87MzQLi/z7hw0DNAOLVsrS/6M0CYI7n8hyw0QCAq499nRDRA2IOezao/NEAo2/l+ahQ0QBhGCI82/jNAaP5D+u3bM0AQJo3ROoIzQFDudygKdDNAmDI4Sl49M0DA3v3xXhUzQA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4JrJN9ukNEAw5zV2iZI0QKjEILByyDRAwO7Jw0LdNECgPbMkQO00QNiGbYsyAzVACLfRAN7qNED41RwgmMM0QOCayTfbpDRA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"2J/gYkUtNUAIQQ5KmBE1QMCHaHQHGTVACNsWZTY4NUDYn+BiRS01QA==\"},\"shape\":[5],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"mMCtu3lSNUCAaHQHsUM1QACCOXr8RjVAUPZdEfxPNUCQVBhbCIo1QKB1VDVBlDVASIrIsIq3NUAIcm2oGKc1QJjArbt5UjVA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+KscWmT7NUD4sfShC+I1QJByhXe5EDZAqE5AE2EjNkA4+N9Kdjw2QBiazk4GNzZA+KscWmT7NUA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"qIzs6erDNkCYTeISMmY2QCjCvFMdgzZAUC5dJ/ZGNkBo+Cn0aKg1QDCJiSDyNDVA6Jb9+nY4NUBQThyAQQQ1QCAkwPAuvDRAKJFgxKOxNEAIKfpd3Ug0QNjLapvlDDRAuKWrQmbsM0AQ3Husr98zQFAMEqnw8zNA+C00ywDbM0CQjMON0Wk0QPBuPqJQrDRAyEl/SW29NECwaQQ1Uwc1QGDIk/cdmTVAiLofHSaPNUBI8u+Gy9M1QPg60QF+CTZAcKXUnioxNkDgBQGYGWM2QKiPiSAQozZAsKfUniqwNkBIa2f+Iys2QNgEAZiRJzZAiBF1chvpNUDoratCHc01QNDrtRli5TVAEAUBmHc0NkD4IelM1ZA2QCCQiSDCyTZAQHk+oqj7NkA4+4y9KBQ3QJA8NMtIMDdAmFccgAUeN0C4J4aDIRs3QKiM7OnqwzZA\"},\"shape\":[42],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"yCLb+X7CN0DwKFyPwrU3QBjAWyBBSThA6ESeJF2TOEBIWYY41jU5QOBRuB6FKzlA+KNwPQpXOEDIItv5fsI3QA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EKjUnnXKNkBoMPpdd/g1QNgpI7qa0DZAQBXYO2eON0B4lOzp14k4QECsmjGjSzlA+B51cmL/OEAQxx8d72Q4QBCo1J51yjZA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"CK5H4XqUOkDoUbgehWs6QAjXo3A9yjpAIIXrUbjeOkDQo3A9Ctc6QAiuR+F6lDpA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+KNwPQqXOkAYTMPwEeE5QCCgibDhATpAQOF6FK6HOkAwkSdJ1+w6QADXo3A9CjtA+KNwPQqXOkA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"jIEYFxoTQUD4FhX6NedAQBwBZzLAmUBATAUEadDCQEBwwL+kEKVAQBQReEMvWkBAoMb5EaR+QEC02AqjWLtAQLytEd23B0FAAA0+Vun4QECY4UQQti5BQIyBGBcaE0FA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"5Pjy1/bVQUBYwSLudJ9BQDzcCiN9h0FA3G5qTzJ9QUBAiVIEM0lBQHw+1NLPWUFAoL2FtzaNQUAomMZe7JFBQBSwEd2fkkFAvNIzf3+xQUBkQ3GJxa9BQOT48tf21UFA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"5JxjlT3aQUBwyFxbG69BQAgvw0FmtkFAIEqrdlCtQUD0fN4pCpdBQPibYxVmpkFADB2ysKOAQUBAlCkownVBQLAxYPjgikFAwBZ4w9ajQUDknGOVPdpBQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"9PB+fZYdQ0AUB8p71rhCQERYghoukUJAZGFZvltPQkD8V4KakX9CQBTTlkhhjUJA9Mm/JHXOQkDkNMNBLRBDQKxMDsB5BENAFIBBc2oSQ0D08H59lh1DQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"nN8z/+CaRECowktKAEBEQIAHLUW0lkNAiDCJ1MeeQ0BQG9sMDHRDQHykYxX/lUNAnPV+fWwwREBgHD7WmXlEQPQpsrAyc0RAnN8z/+CaREA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"eO5+fS+SQkBEr3SmByxCQCQ6mmXj60FAxL2Ft62RQUDc77jqc1VBQHjl4caaTUFAZHKkvH67QEBArRFdruxAQGSaY5VbTEFAfFxZvh4wQUA8xVzb1PNAQIzxVaFg8UBAHHVB8zKTQEA4awtvSnM/QIB6HICSBz9AAM7UnhFrP0C0JCaL5ChAQKgGoZ8eTkBAvJApKOWlQEDka2rPVM1AQJSIUoTKHUFAXAuhn/ZfQUCo2W1sebdBQPCtdKal3UFAKPVVIXnDQUCcqjq5CadCQPCs1+/naUJAeJBSBOvpQkBgs3SmpBtDQEAB89cquENAHBihnxpIRECAziLu9ZhEQGy6dKZ0sERAWPHhRu3+Q0A41PmRJpdDQISD3qlFFkNAeO5+fS+SQkA=\"},\"shape\":[37],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WNdc24QTRUD88EQQpLBEQCitAMyzykRAdFJxidUgRUB8rwBMZlBFQIxG/S5HgUVAWNdc24QTRUA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"kDRP50gWRkAE6dA1/vpFQITVIu4+MUZA3E03HIyhRUDsgweGgn5FQHQUZzJj/0RAoEw3nOJWRUDoP2D408pEQLTj0DXnyERAoFYOQClIRUAUX0itqKpFQIS0nQLFsUVAgM/oANViRkBQuZ0Cl8ZGQKDtbWxTQUZAkDRP50gWRkA=\"},\"shape\":[16],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"iDxJumZGR0CUsWg6OzVHQFzGv8+4OEdAyAGfH0YER0AMUn5S7ftGQBhj7lpCMkdAGGmpvB1dR0AkKsb5m4RHQIg8SbpmRkdA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"JA8om3KNSECYmPViKItIQNDqVs9Js0hAwAxUxr/vSEBQMc7fhPpIQLDIk6Rr2khAYKHWNO+kSEAkDyibco1IQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QGBxCUhBSECobeXjdy9IQGRkDsCZaUhA2HKCGgqXSEDEMtsM18NIQAzvlshR6EhABHgf0Vr/SECAa6t2AkVJQCyOzZikYklA3K/vurpGSUCYwADMUDNJQDC2KSjDJUlAsETsnZn5SEDYjmrP1bxIQEhoq3b/h0hAQGBxCUhBSEA=\"},\"shape\":[16],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"cMvX7+9XSUA8ru+6+edIQAw02ww3E0lAiL8AzMj3SEB4erwHJ8tIQFR9Wb4QqEhAfLQpqEHHSEDQ7ZbI459IQIjNEd0lQkhAOJdB8wlYSEAkfvb0HRRIQCT7p9mMxEdAxIEwYudTR0B0Tv0uJE9HQMjaIu5NZ0dAPOqWyAbQR0AEObKwSuBHQLQzFXpHcUdAeFKaZbl1R0AgUP0u3bFHQISRpDz30EdAjHlZvlHJR0Cs1eiAOs1HQCSjtU0h80dAyB7K+zEgSEAcLT7W90JIQGyRBwYTkEhAAENPZ/BbSUA4CuLGyqRJQPhtq3bo0ElAqK5ShEzLSUBQRE/nlahJQHDL1+/vV0lA\"},\"shape\":[33],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"uKN2Bh8FS0DUsLVNXA9LQMjarhMIfkpAgP5tbBgXSkCE/m3sVxdKQJD/bezhUUpAbN5LSs2MSkCYyp0Cq7RKQJQuZzLw7EpAKFjDwcEVS0C4o3YGHwVLQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"uKN2Bh8FS0AwnAcGHwVLQDCcBwYfBUtAuKN2Bh8FS0A=\"},\"shape\":[4],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"jLrGXrFfSUCQtsZe+nxIQKjSrhM9p0hAsJ8YF0juR0BoOk/nGWtHQLh59vSmEUdA3IEwYtFeR0A49AqjvvtGQLhmSK0oZ0dAYFSaZdvjR0CobuXj+W1IQKyc3qm9zkhAvOpcW+Z5SUB8TIlUvPdJQJw3PtampkpAtFpg+I3hSkCcYppl3BxLQHRf/S7VLktApJTNmC/aSkDInKQ80V5KQKyCWT7a4ElAjLrGXrFfSUA=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"pFAmi0shSkA8od6pq9VJQISh3qkE6UlAuLspKKxuSkBYE3990PBKQHiM9vQOVUtAOP4z/9iQS0C8EuJGIJZLQLSgpDz9RktAWMHGXgzvSkD4jzDimpNKQKRQJotLIUpA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"RGL9LhTOS0CQq3vgZmZLQGT0XNuzrktAnCiQjtXjS0D8mc2YQg5MQERi/S4UzktA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"OCG56tOOTED4f+XjCV5MQKhommUSf0xAvHqrdgi7TEBkvFKEhehMQPDGKSgH/ExA0GNg+GHzTECgoGrPp8tMQDghuerTjkxA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"1Gj9rkdRTUDUu1KEycZMQIhcJotS2ExAHLxShKfXTEC8ve+6XG9MQAh0DkCl/EtAMFWJ1Hr0S0AIJpCO/09LQIx3SK1wO0tAPAtFEJqpSkDwzDo5CndKQHiSzZioXkpAnGsOwMwMSkDA5SLuQ+dJQFRVYPgLpUlAXLDvugNiSUAUMj7WMmNJQNhdN5wAQElAUNIRXTNZSUCET8PBOh1JQLh4H1HBK0lAVAfiRuH6SEBgeB9RcBRJQKR6H1HhmklAPJ1Bc4e2SUCMKWey9stJQLT60DXm/klAOGXU0pImSkCs9ZZIhWtKQCT3lkhcv0pA3OWFt8SzSkAwW2B4FP5KQPiIWb64TktANFYmiz5lS0CIhryH4odLQBQhVqEVwUtA0AkLo1nkS0DICAuj06dLQLxLsrAzI0xADDVnMntkTEB8pAcG0OhMQEwa4kakUE1AOLcYF4JGTUDUaP2uR1FNQA==\"},\"shape\":[44],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"8K9Bc3r0TUCwwFKEkeBNQMQINP9/+E1ADBeo2UUbTkB0URV6LDFOQCxABOmUJU5A8K9Bc3r0TUA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"qNhfdk8UT0A44PPDCNFOQAyhZ7Pq205AAFslWBwCT0BkVz7L8wpPQECrPldbMU9APJ2dDI4uT0Co2F92TxRPQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"lP+QfvtaT0BQbypSYRRPQPDdH+9VF09AeNCzWfU5T0D0zK/mAHVPQNBOBkfJc09AlP+QfvtaT0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"pIirdinkT0B0L7nqzMtPQGig9vT02E9APN0AzC63T0AUc/2uFKZPQKw/yvsjmE9A5MAYFwx9T0BMZYlU45hPQET/Iu4asE9ARJUfUa2oT0CUbMPB8rNPQKSIq3Yp5E9A\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"7rGn8xBqUEBGj4XR601QQEZcUh7LV1BAwlF7+gNHUECuCZp/ETFQQHrI8vEgHVBAHE8+1mP9T0B4LlnYrQNQQGig9vTs3E9AvBPRtaO0T0AoGwuja9NPQBorvCGFBlBA5JUfUezIT0BcBV1btIZPQAT56ICR0U9AVPVLSkfFT0Beun4XSwJQQIac+auqNFBAFP0lJUhvUEDusafzEGpQQA==\"},\"shape\":[20],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"9kikVi2dUEBgkyKIwnNQQCy44WAbSFBAJFtSHk0XUEAMhQ5A4dZPQDxYFXqJv09ABDNWoWLST0DoA8Ak5/pPQIhN3kO8GVBALjaTRQg5UEDyW1IecEVQQG644eA6WFBAOt6guR1nUEAidZ0czZBQQGJdUh5FmlBAlhHU7NpuUECm7BTUs5FQQLbvsUqbf1BADoMR97ahUED2SKRWLZ1QQA==\"},\"shape\":[20],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"tOsX7IbJUECWSKKXUcZQQLpGPUSj5VBAol/NAYIJUUBiRQ2mYRJRQPZL/bypAFFAiGfQ0D/lUEDcT42XbtxQQLTrF+yGyVBA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"vNqK/WWlUEAodqbQeZVQQNwIxOv6w1BAaqgY52+6UED4FaQZi35QQGoYPiKmYlBA2CWqtwZcUEC2FFeVfR1QQK6BrRIsEFBAXHZPHhYSUEBqZmZmZihQQHyIRncQO1BAtl1ortNWUECOhLacS2FQQMIbmUf+WFBAnCl0XmNvUECE42vPLIdQQPSYgcr4d1BAKH8w8NxZUEAi4yCMsz5QQITD2jesPVFA1szMzMwMUUC2JEBNLc1QQLzaiv1lpVBA\"},\"shape\":[24],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"isUZZuRGUUCeL2dZczBRQJJwkonXQ1FAYtJQRtg8UUCIme4YmllRQDgKLCNxbVFAgCnmwy+JUUDSo8W8CndRQN5RDZ6Fa1FAgsJKqFxfUUCKxRlm5EZRQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"akK0dgHhUUDEHXjAQrVRQBgwlhsiy1FAakK0dgHhUUA=\"},\"shape\":[4],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"59RDwEK1UUA6ZqAy/rFRQBQ2PL1SxlFA0lYJdQHhUUDglaYaIstRQOfUQ8BCtVFA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"IqtbPSe5UUDEHXjAQrVRQGpCtHYB4VFAJObLC7DjUUCafLPNjeNRQEi7Cik/0VFA9Pi9TX/IUUAiq1s9J7lRQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[932],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WoY41sVHUkDWc9L7xilSQE6mCkYlPVJAloeFWtMcUkAeTWcngz1SQAI7cM6IKFJAztKHLqjpUUCyogbTMARSQLSACdy6RVJApqDbSxpPUkDSCgxZ3URSQHZn7bYLK1JAtuHplbLsUUA0+grSjL9RQG5Qwkzbn1FA6Ch5dY6BUUCS39v0Z2VRQOwhGt1BYFFApvyk2qdHUUCc8e8zLjBRQA7Xo3A9OlFA8FG4HoVLUUDgQexMoUdRQFq4HoXrMVFAZO/+eK8mUUDIbJBJRiJRQKwrn+V5QFFAUrgehetRUUAQN+Dzw0pRQEQK16NwfVFAHGPuWkKEUUDU1VbsL49RQNiuQspPjFFALHoZxXKXUUBoZmZmZqZRQAZNhA1PoVFApGH4iJiiUUB8YTJVMLpRQPgk6ZrJ01FA4nGKjuTSUUDed0Xwv+NRQLSEfNCzE1JAEjz3Hi4tUkB+aRg+IlRSQFqGONbFR1JA\"},\"shape\":[45],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"fhSuR+FaUkB2PQrXozBSQEAK16NwXVJAZGZmZmZmUkAsXI/C9WhSQH4UrkfhWlJA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"2mgQZJJGUkAAAACA4zRSQP7//z/BNlJAAAAAIBs4UkACAABAgC9SQP7//79iM1JABgAA4FJVUkAAAAAgXWxSQP7//z+fcFJAAgAAQLlpUkDaaBBkkkZSQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[73],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+tozSwJ2UkBC5zV2iWhSQHQ9CtejcFJAtEfhehReUkAsgv+tZD9SQKRwPQrXI1JACNejcD3qUUCqrdhfdtFRQMKnABjP1lFAkmfQ0D/vUUByPQrXoyBSQITrUbgeNVJAqLlOIy0tUkDeo3A9CldSQPraM0sCdlJA\"},\"shape\":[15],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"NBfxnZhNUkCaUtDtJU1SQLDc0mpIVFJAHMVyS6tXUkCc3je+9nBSQAZtOZfidlJAItv5fmpeUkA0F/GdmE1SQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"rn86U2gxUkBwQTD8kgFSQG6T6Nr1A1JAoJ6/fi08UkDcIA7a/ltSQB5RpNYxd1JA/LDQT6KIUkD4sNDPZoZSQPgugrTUdlJA3NHy8dY9UkCufzpTaDFSQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"lpmZmZnZUUAGMUJ4tLlRQPYoXI/C1VFAIKz/c5j3UUDCmgMEcwxSQKaMf59xQVJA8FG4HoVrUkDe+X5qvJJSQFwM5US7nFJA7DhFR3KPUkAApdqn44tSQE47/DVZeVJAuFhRg2leUkD0Zz9SRE5SQOh6FK5HIVJAHq5H4Xr0UUCWmZmZmdlRQA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"vLkxPWHFUkDcY+lDF6xSQGhrfZHQsVJAKre0GhLLUkDu/xzmy99SQBIfEVMi1lJAvLkxPWHFUkA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WLVtRri+UkCU/E4B6aVSQPx6AOatqlJAvI+uLV67UkDIUqRWLthSQODlAwNs6VJARHhjr/nSUkBYtW1GuL5SQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"XLpJDALkUkAYrkfherRSQEhenWNAtlJAJIoCfSKnUkAOFoczv9BSQAgWhzO//FJAqNkDrcAIU0AKCObo8QVTQFy6SQwC5FJA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"tEfhehQuU0CWXaJ6axBTQHSiXYWU71JAAAAAAADAUkDYhy6ob7lSQFYGR8mrw1JAZLpJDALpUkACX5hMFeRSQFb1udqKFVNAgMucLosTU0AqhnKiXSlTQDAwZHWrJVNAtEfhehQuU0A=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"dBA7U+gMU0BMB+v/HPZSQAgv+grSAFNAhi9Mpgr+UkC+BrZKsN5SQJRp+1dWwFJAZmZmZma2UkBa7/54r5pSQM7yPLg7mVJArmg6OxmuUkBqZmZmZspSQJxqn47HwlJA+EpZhjjOUkAWO1PovAxTQEhCW86lHlNAemfttgsJU0CaUtDtJeNSQPiImBJJ3lJAqsq+K4IbU0C8XWiu0zJTQEAOSphpK1NAdBA7U+gMU0A=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"lmXvFByuUUD+7XfdfqhRQHymlmLPsFFA7M/y8TnNUUBKuKdzYt5RQKqu0M/zAFJArKT5K68OUkCqRc0ylTFSQEa3Cr0paFJAzLqn8/xvUkBguAq9KKhSQMYKw9s1xVJApIl0QADnUkAYDMPbHhBTQExGMHwZHFNAgHbGeNMzU0D4LuX9IzxTQKbtPTDeIlNADkYw/PMOU0C02yxfN+9SQI5q71Sy0FJAcvUUlMeTUkB23MmVUFVSQKarM9nCF1JA3JLoGpniUUCWZe8UHK5RQA==\"},\"shape\":[26],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"eiFxo0NGU0A6bO/UrjFTQMC6Cj3TMVNAzjGCNMYcU0A8OLyhvARTQLQc1OxB9lJA2ryn8wznUkCW7D1wPORSQF4t5f3f3lJA2nEpwr/sUkBKAew3MvJSQDhkteex7VJAOgSJ7o7VUkAszbiEFLtSQNJY3kMRqlJAWBSaP1GcUkD2nCIIGaRSQL6LEfc9mlJAOj32jhuZUkAsCsPb/qBSQACCOtOdtVJA6tePqMHYUkC+HNRsffhSQDy6Cn1uFFNA6N/JlT8cU0Bw2Y+oETBTQGpiGDFUSlNAeiFxo0NGU0A=\"},\"shape\":[28],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"7MXhYExpU0A+IXEjIDhTQFT7sQrsIVNA4s64hMseU0CurzPZZwNTQHBkteeZ+VJAOO09cHUHU0A47T1wdQdTQH7IfhdUN1NAHBs3NshgU0AQp1x15F9TQOzF4WBMaVNA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[1300],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[52],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Lm6Yn609UUDQYyuCsT5QQADp4ZAvvlBALm6Yn609UUA=\"},\"shape\":[4],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4K2WokdhU0BA2o8ocl9TQOrW8vGGY1NAJCmrkGp1U0Bop1z1enRTQASuluKYaFNA4K2WokdhU0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"MpZL5JtsU0B+zBvOMFpTQIp3xnjcblNAzma1Z0SDU0D0oCIIyolTQNIU/cjDf1NAMpZL5JtsU0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Jmx4eqV2U0CcwK27eVxTQGSFlJ9Ua1NA5hwDstd7U0AmpaDbS5BTQBxpqbwdnVNAWK7wLheFU0AmbHh6pXZTQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"bATst4amU0BK7KD5CppTQLC10A8bmlNAZhX9SDyjU0DucYxLZrZTQICoXPV7s1NAbATst4amU0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"JB/U7KSDU0AMe2MvcHZTQNAsSIdNhVNAUrIzmVGdU0B+NIK0zbdTQNrUVTs/tVNAUIY6EwOxU0BYw0SqxZpTQCQf1Oykg1NA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/rhtxsiUU0COGzc2FXpTQA7lZgw3gVNA/KdcdfeVU0CG9nddV5hTQKAmDtpaq1NAdukDA8a6U0C2KqtQTdNTQMr6FBSVylNAXl3ewzqzU0D+uG3GyJRTQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EF70FaSTU0Bs5/up8XpTQNplMbH5zlNAfEDZlCvWU0BKrMWnANJTQHa70FynrVNAEF70FaSTU0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+v3UeOnsU0A8WP/nML1TQLYubqMBpFNAinssfeh0U0D6CS5W1GhTQIrDmV/NM1NABk2EDU8xU0AkwoanV1hTQF7TvOMUb1NAIKz/c5iBU0BumnecordTQDSP/MHA6VNAqHprYKsAVEDGJmvUQ+pTQGxXIeUn61NArIdodAcBVEAwK01KQQNUQPr91Hjp7FNA\"},\"shape\":[18],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"wvh33REaVED69NomnANUQABlGDEk4VNAev6xypnZU0BMb+/URuRTQGx2KULp9VNAwC5IRwj3U0COc4zLaBRUQAIKiS5IJlRAWAbsN+QWVECe9dqmDipUQML4d90RGlRA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"TCVxowYjVEDObFJelhpUQDoeN3a7FVRAmuAs3zoLVEBmQ/bOpgBUQAKZS+TSD1RAvJzoms0jVEA22vJxvyVUQOK0MxlnMVRAzAbsNy0yVEA2Ts2y7iBUQCTQG05BMFRAxNO4BM86VEAY0BtOyCxUQEwlcaMGI1RA\"},\"shape\":[15],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Pm8qUmG4U0AQT6+UZbBTQD7qIRrdwlNApu+nxkvbU0B+3/jaMwlUQB45C3vaFVRAzt7gC5NBVEDKuriNBlBUQIb7OnDOL1RAxN1Zu+3xU0A+bypSYbhTQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"CNejcD3qU0BqgQTFj9VTQOyuJeSDwlNAiBvw+WGSU0BG9nr3x41TQBJvZB75lVNA5GdcOBCwU0DEpDFaR8dTQHJN845T2FNAfppattbXU0CwwTQMH+1TQJaSV+cYClRAktkgk4wmVEBAfxMKETpUQC5XeJeLPlRAqvsApDZNVEBYFOgTeVBUQKKSOgFNLlRAbK5xu5ggVEAcrkfhehRUQAjXo3A96lNA\"},\"shape\":[21],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[65],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[132],\"dtype\":\"float64\",\"order\":\"little\"}]]]]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p9671\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p9672\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"MultiPolygons\",\"id\":\"p9667\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_color\":{\"type\":\"value\",\"value\":\"#efefdb\"},\"fill_color\":{\"type\":\"value\",\"value\":\"#efefdb\"}}},\"selection_glyph\":{\"type\":\"object\",\"name\":\"MultiPolygons\",\"id\":\"p9673\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_color\":{\"type\":\"value\",\"value\":\"#efefdb\"},\"line_alpha\":{\"type\":\"value\",\"value\":1.0},\"line_width\":{\"type\":\"value\",\"value\":1},\"line_join\":{\"type\":\"value\",\"value\":\"bevel\"},\"line_cap\":{\"type\":\"value\",\"value\":\"butt\"},\"line_dash\":{\"type\":\"value\",\"value\":[]},\"line_dash_offset\":{\"type\":\"value\",\"value\":0},\"fill_color\":{\"type\":\"value\",\"value\":\"#efefdb\"},\"fill_alpha\":{\"type\":\"value\",\"value\":1.0},\"hatch_color\":{\"type\":\"value\",\"value\":\"black\"},\"hatch_alpha\":{\"type\":\"value\",\"value\":1.0},\"hatch_scale\":{\"type\":\"value\",\"value\":12.0},\"hatch_pattern\":{\"type\":\"value\",\"value\":null},\"hatch_weight\":{\"type\":\"value\",\"value\":1.0}}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"MultiPolygons\",\"id\":\"p9668\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_color\":{\"type\":\"value\",\"value\":\"#efefdb\"},\"line_alpha\":{\"type\":\"value\",\"value\":0.1},\"fill_color\":{\"type\":\"value\",\"value\":\"#efefdb\"},\"fill_alpha\":{\"type\":\"value\",\"value\":0.1},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.1}}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"MultiPolygons\",\"id\":\"p9669\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_color\":{\"type\":\"value\",\"value\":\"#efefdb\"},\"line_alpha\":{\"type\":\"value\",\"value\":0.2},\"fill_color\":{\"type\":\"value\",\"value\":\"#efefdb\"},\"fill_alpha\":{\"type\":\"value\",\"value\":0.2},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.2}}}}},{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"p9683\",\"attributes\":{\"data_source\":{\"type\":\"object\",\"name\":\"ColumnDataSource\",\"id\":\"p9674\",\"attributes\":{\"selected\":{\"type\":\"object\",\"name\":\"Selection\",\"id\":\"p9675\",\"attributes\":{\"indices\":[],\"line_indices\":[]}},\"selection_policy\":{\"type\":\"object\",\"name\":\"UnionRenderers\",\"id\":\"p9676\"},\"data\":{\"type\":\"map\",\"entries\":[[\"xs\",[[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[52],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[1937],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"K7n8h/RLZkCBa2CrBERmQMe7XMR3NWZAr8E0DB8pZkBvF5rrNCxmQDnJyFnYPWZAg8XhzK9RZkAhEvdY+lZmQCu5/If0S2ZA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"LSizk5XTZUCnmPBdisplQCvqqDyksWVAGZG2sDmgZUBbCC4oWpRlQGVyMcW7oWVAnwWRcem6ZUA1W+ZGNcplQIkTBUxYyWVAX0rV9U3WZUCbt3WJytdlQFtb5sZk0mVAOQL0ukW7ZUD59xyXXrplQHUQaBXO3GVAPUc4v0jnZUBLczHF1NRlQMUaPzks4mVA37d1iarnZUBHfgjpZQBmQNHCTK1BEGZA3Wa9qlgcZkCjrp7lDSFmQFtB/lEUHmZAUasBr58mZkDzGKICDj9mQIXi0ZjKSGZAk9HAB4xQZkADttjSVEBmQJ+kx8EKLmZAseHRGGwYZkDn7kXzq/5lQAMieWbi+WVAPTYnbnHrZUBBcJSOxeplQC0os5OV02VA\"},\"shape\":[36],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"oXwI6aagZUBZva/2jZllQEt1znscg2VAp7LY0lt+ZUDN3tEYO3JlQM/oqLwAZGVA+zbEJMxQZUAB6Ki8XjVlQLtslI5hHmVAWTInbrgJZUCta5ROfOFkQAl5COlK0GRAY4PfDKnVZEC53NGYcPhkQH/gbs8pDWVAVdP6dKIqZUB7FKICmzplQHt0zvu7U2VAdx95puxlZUADIxZdfm5lQFdkverfiWVAo0KbSJCiZUBfzsCHwpZlQB+pAa8gp2VAJ1Ss2Qu8ZUBXVKzZ88dlQG8C9Drsx2VAr6LHQau+ZUCza/dX6adlQKF8COmmoGVA\"},\"shape\":[30],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"5/7zOgn7ZEB1s3UJ8OZkQNN8pZ/C5WRA2SAWXXzwZEDn/vM6CftkQA==\"},\"shape\":[5],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"5WRaYXLjZEDLwOnjIdRkQOuonqXL1GRAc4PfjGHZZED9wOnjCeBkQAU8/hGk6GRA5WRaYXLjZEA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"8dg0ItfjZECdZFohM9NkQOu8TK31uGRAQ6ieZbiuZEDbSw8jpKBkQCeC3wy4jmRAm8nAh/KAZECrLIo3YIVkQBvb0diNmmRAPQtoFS6vZEDnsnVJEsZkQG8gFl2u12RA8dg0ItfjZEA=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"3YDfDM9DZEA3WyA0Wz1kQA9U5sY7KmRAc+riqWY2ZECHz/q0wUxkQN2A3wzPQ2RA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Y3YIacI1ZECP3G7P9ShkQFcFy95wHWRAn3xCVo8SZEBBBcteORlkQM3EI9HwMGRAY3YIacI1ZEA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"r876dEUbZECrfEJWCBZkQH18QladC2RAH98Lhn72Y0ArjVPnevRjQJtFcqwu+2NAi98Lhs0OZECvzvp0RRtkQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"aRI/OQD8Y0ArjVPnevRjQHflRXM92mNA/RTc74TLY0C14ai8wcZjQDv9kHHB0mNAwwdoFUfkY0CRNGFbW/1jQGkSPzkA/GNA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"FTqbyDqxY0B30zTieqRjQH9i99dekWNAO1ggNLmPY0AjoAFv3ZxjQN9R5obcqmNAFTqbyDqxY0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"W8+XKyl8Y0CfZZSOo4BjQKdGDyOHcWNA90JybANiY0CHYffXUVhjQO3Ybk/hVGNA33Wln3NQY0CVrHWJVVdjQIP0VgRYZWNAg+p/IDNzY0Bbz5crKXxjQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[224],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"LYa2MHskY0Cnq3XJoyBjQB/zVgR7FGNAhcZd/q0HY0BrS0mQPfpiQLPCwAdc72JAE21rMhTeYkDvCaKCL9ViQG/yVgRM7GJAJ1m96oD+YkBX5eIp/gxjQAULogJwFGNAybVMLXkaY0AthrYweyRjQA==\"},\"shape\":[14],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"g0tJEHP/YkBf9vO6MgpjQG9qzvvWCmNAI9TRmGAEY0Df5OIpNvFiQFuFtnC79GJAfV/3l97iYkArZjHF1tliQHs5OL+Ux2JAkVta4XjEYkDvNZtI4b9iQNNe99cOu2JAdeocl4ypYkCjlMfB24xiQCv087o0imJAW28IaXucYkCD8VYEuLZiQK/PNOK3x2JAsygnbiTYYkD1UYP9pOliQEMi7QCx7mJAg0tJEHP/YkA=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[67],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"3S4012nXYkAVxhaCHIdiQGnjiLV4S2JAVwCMZ9BDYkCD/61kR39iQF/+Q/ptsmJA3S4012nXYkA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"q9qoPLwsYkDlc0LWzBdiQIuBtnD6FmJA5VhaYXEpYkDDiPBd0i1iQDHUbk+MQWJAM38Z+jlVYkBLRazZ2VtiQKNuCOkQcmJA3+Li6T99YkAPaM67jYBiQKsIogKEi2JAK5EqC0CJYkC94uJpDnZiQJGJ8B0TXWJAbeV/4KZLYkCr2qg8vCxiQA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"zwIFDCD9YUDvJ8RkkuRhQCNoa/L2vmFA98o0ooC1YUD7w/p0LaxhQPOF8J38iWFA37gjUSl6YUCT7/M6kH5hQNk31TUnomFAI/5nVZGzYUA1z9EY4uVhQCOqEsDoAWJAC1laYWExYkAL3kUzRCpiQH2BtjChE2JAzwIFDCD9YUA=\"},\"shape\":[16],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"V6TC2MIiYkCzKVd4F69hQL8wmSqYWmFA1eyBVmAwYUCX8e8zLh9hQEsp6PaSXmFAp37eVKSTYUCbmZmZmQliQFekwtjCImJA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"iX0Zerz0YUCzRklQh+dhQIMTFt1Y6GFA/73Ah0TdYUCFBaIC9NRhQFd5fEO2xmFAZx3tAGzTYUB9U71q17VhQIHHl6sCs2FA4TtybMLFYUCnCD95WMRhQFE41TXxvGFAW/5nFZfAYUBvvcCHBb1hQJ9rCOnxwmFAC+DiKe3XYUCB8fM6K/BhQMf7yl4S8WFAEZ87nODRYUC7uiPRkOVhQOdK5sbuFGJAiX0Zerz0YUA=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EzY8vVLzYUDjcOZXc+9hQAOCOXr8wWFAwfo/h/mZYUDDkNWtnnthQLul1ZA4gWFAwwRu3c3CYUATNjy9UvNhQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"g7kjkT6fYUCfPg8jtJ5hQFsPeaZOvGFAQyfEpEG9YUC/VlqhzqthQJuTZPjIiWFAIybEpER8YUBj5RzXwIFhQE8pYRulbWFA6XoZenFbYUC3sOnjfyxhQAf4yp4pF2FAx6/pY671YEAn2EUzd9NgQHt3GfrDk2BAJyVhm0t8YEA1WzFFHFxgQJcF3G9TS2BAKVBaIRItYECNSSD0ETpgQHkMFl1TTmBAGwI/OXpGYEDbsyNR9lVgQJ0aijemamBAQ/wETACAYEDnLjh/jl9gQN/nVkQEhWBAKfbK3uOqYEDj7PO6iuJgQKviHBff42BAdYPwHWD5YEB/K/6R9iZhQLfTC4Y3X2FA3xEW3RqIYUDNH4o3xZhhQEFFSVAxk2FAg7kjkT6fYUA=\"},\"shape\":[37],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AxntAG7UYECLB9xv7rxgQK+WnmXGr2BAYzPVdZSdYECLqkyt4ItgQOc5D6Oei2BAixuKt3mgYECFv/r096hgQAnK0dhfuWBA28Y0YoLGYEDbq0wththgQAMZ7QBu1GBA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+WqlHzDXYECNytGYQ9dgQMMfJ+78z2BApx8nbkrJYEBjJmHbm8NgQGdPvWq5xmBA+WqlHzDXYEA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"q6ISQBVPYEB7pa823ytgQFlnpR9ZBGBAcjEUb4f5X0C3T1rh5hJgQLP6BMz3JGBATVeUjrI/YEB/dhn6tlpgQKuiEkAVT2BA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"08M0IgYWYEC1T1qhBhNgQA36BAwiAGBAvjvrEqz7X0CqVtPHbuZfQO7NSj+R2V9A6rJiCpPsX0Cngo1UMwNgQLnURfMoDGBA9m4eRvT9X0BDHCdu2ANgQC+NZLhZFGBA08M0IgYWYEA=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"bsBzm+YbX0Bu3FtQqkVfQI5zWLNBe19AwiKglPO9X0BqZ+TYf9VfQAqhUXlDvV9AcpZ61UKpX0C2lXrVnHxfQGJogQ+FRV9Alr3W5P49X0CqtZx3uP5eQGJLmVoz415A/szndXDdXkB2XKprHuVeQG7Ac5vmG19A\"},\"shape\":[15],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Dkz8I/PPX0BO1ISsCsBfQKKtxVNMf19AOnf1acOLX0Ae/eC7/rdfQA5M/CPzz19A\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"PkTCth2YX0DOF8nwn5NfQO7nMvRAjl9ABkr8I2BaX0AehGlEK15fQJaNQGjvMF9AkoYGe34mX0CenVF51fVeQA5qHkY2315ABslKP1C8XkBen+6v/ZNeQIrVvhngel5AOsEQ0niFXkBWBlUW1bReQM6SetXy0l5AVil3uA3nXkAOARspmA9fQNaFBvsT/F5Adj4lABEOX0Dm/n1yYFlfQJaOQOi4a19AZk2ZWklXX0AiWHD+NXVfQHJHX+2XjF9AchtmJ2WiX0Ay6DL0n55fQD5EwrYdmF9A\"},\"shape\":[27],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"wvSmzilgX0C6OOsSiU5fQGqQ3Z4SEV9AEldw/jA4X0DaTJlaBjlfQMYOj4NcE19AVnX16WEdX0CK8AmYpjBfQDIn2gFRM19AQhMsusFRX0CGm7TCGEJfQKZaDbXCQF9AwjyISSRyX0DC9KbOKWBfQA==\"},\"shape\":[14],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"XjVOXGRPX0AO6s8qOURfQFZ4kiD2BF9AGrH/QF27XkCudZIgrWpeQIK8c5uwOF5A6hDJ8EgCXkBO5M8q3fRdQN5ou3yy1F1AGjLrEpXLXUB6cpIgI7FdQErqCZgDxV1A+leq6+zfXUBunO6v1OldQDrnbGF7111Arko2kfryXUAOME7ckBteQM7CrYj2GF5AzqpiiowTXkDOjN2eOz5eQLrvps57OV5AnjslgKBnXkBWGQNeU19eQEYndzg/b15Ailuqaw2uXkCuBVUWIY9eQDLuCZg5qF5A2v8aqWPKXkAqfswN8cpeQEbISr9mkV5A8j/CthedXkBWfMyNh2BeQD7PhKzdmF5AzhoDXqe0XkA+pyididBeQILaW9DL1V5A+mDk2HNeXkDWALjf5TteQJK7c5udAl5AKlxHorcLXkAO6WxhoUNeQLZUcP5Grl5A5tpbUN/rXkDi1CFj+BtfQF41TlxkT19A\"},\"shape\":[45],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"TthbUJBUXkDifmnE0C1eQM7CrYj2GF5AKtdb0FUSXkCO3ZW9j/hdQKJRcH7w+l1ASqCL5oEEXkC24TL0GiReQIKM3Z5fLF5AYrKc93k/XkDm8kMFeyteQAbsCZg7KF5ADp7urxZIXkBCb1izN4JeQG6EBnv3ql5AlsWtCG+7XkCOJdoBE9NeQD4tFG/0BF9AIvrgO5oLX0A6N+sSuvZeQE5gR6LR/F5A/m9Ys+GsXkAO+OA7kpBeQMJ1kiClbl5AcmSBD1NgXkAKBVUWa2peQA4yTtwlkF5ALpxReQChXkCGutZkJ4teQJpvWLOQlV5AWk02kb6PXkCG/hqpAXxeQE7YW1CQVF5A\"},\"shape\":[33],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Xpq0QuD+XkC2pIvm/ARfQP7uCRie1V5AHhhmJ+3fXkAKA7hforxeQMrglb2StV5AWoQGe4KlXkCSwRDSUpheQNqVF4y8v15ATuGVvdXTXkCO+eA74udeQF6atELg/l5A\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"opQXDIx4XkCe/hqpdIJeQG55L1fpfV5ASoBpxCqAXkCGCfJM0KheQEZ3kiB0xl5ATneSoLHHXkBiQ1/t9p5eQKKUFwyMeF5A\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"3n3MjdO5XkCW/hqpeIBeQLahi+bdVV5Asks2EcQtXkCiUXB+8PpdQEIldzgp+11AYjTrkklQXkBai0BocrBeQN59zI3TuV5A\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EmSBjz1LXkAKgGnEx3FeQN62OS7hfF5AXvCmzq5fXkC6XEeidSxeQKIePcvLBl5Aml/k2BUOXkAaFWYn0C9eQBJkgY89S15A\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"nsAQ0sBhXkCiJnc4h0teQBK1OS6zFF5AmnvMjV41XkDSDiy6x1BeQJ7AENLAYV5A\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"IsOtiMwtXkDOvxDSoTFeQJIboJQ/G15AesyErJ75XUDaMeuS8L1dQFoKj4PhEl5AIsOtiMwtXkA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"BnnMDUugXUAeK7Gl4sFdQA78Gqkj7F1A8kaZWrzgXUCGoiidML9dQCKDozHDmF1A8hs9y4ZqXUC+01tQJ0tdQAZ5zA1LoF1A\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"2mMeRgp4XUACjXrVF4NdQN42JQAMVF1AppO0QnN4XUBiSTaRkqddQOZnu3wknF1AjrpzmxXHXUDu1VtQpMtdQC4x65JAll1ALuymzhlsXUDiRJlaLWldQFobPctLSF1Anv9UFmguXUCWh92eIA5dQNoLyXDY3FxAJnhpxGWmXEAqtXObDo1cQKbu4LugbVxAlgxmJ7g/XEDG9rffAPNbQNp+QGiv11tA5l+7fM7KW0C+Q9NHWplbQB48mdpyaltAbgEsumxEW0Aeay9X+DxbQP6JtELhRVtADhM9y5pkW0A2Sg01ioRbQPZGcH5TjltA1g0DXhbDW0AeNMK2Au1bQAKsOS5cBFxA6uMJmHJQXEDKOV/tXHBcQO7JIWP+nVxAGiMU71i3XEBGdswNDgBdQOJQDTV6CV1ApgksuikiXUBii3rV1yNdQMq4c5tiYV1AptC+GZ1eXUAyZ7t89XNdQAZUDbXKv11A2mMeRgp4XUA=\"},\"shape\":[46],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"6p2L5pl5XUCeAFUWc2hdQN7dMvRbRV1Atq2cd14vXUBGdC9XxlFdQI5ggQ8bfl1A3pvurxjIXUCWm+6vOLhdQPYOyfCtkF1A6p2L5pl5XUA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"fibrEucnW0D6XLt8KB9bQPI2/COdBFtANpKL5vXQWkAq1c8qToNaQMJjkiBkV1pAsrZKv/WRWkAKE9oBEJ1aQOryt9/GEVtA8lLk2GQsW0CelIvmXltbQAqPUXmDpVtAxtcydGnhW0BuxISs0SNcQL59ozG+XVxAGtsy9CCkXEDGQplaJ+1cQLr5t9+mnlxAWjz8I6Q+XEDGQjYRWSdcQN7FIeOcsFtAnmJYs4KiW0B+JusS5ydbQA==\"},\"shape\":[23],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QqP/QLWVW0AGj1F5haRbQNaqOa6kwFtAPlXk2FayW0BmhHrVio1bQJKvc5ueR1tAeux98hMoW0AqNF/t7ilbQJqDetVpXltAQqP/QLWVW0A=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"krnndVR0WkCSqNZk4HZaQKZ1ozHzhlpAyryErNBnWkDy5OA70zhaQO4Q2gGHIlpAsv/I8K0XWkBmhLTCsABaQLbVbGEC3FlAhjzTR6j1WUB+zjL06sRZQFq5hKzjn1lApuu33xxqWUB+sEo/DSlZQNqy53Vq7FhAyp05rh/JWECCmZx3oJdYQPbVpk4IX1hAUkiBj/X7V0Cy9cjwwNJXQCJLHkZg2FdASulUFiMbWEAO2UMFU0tYQJ48DTXGbFhA8pJiinymWEBG5RqpFL5YQNaMKB3h0FhAZifCNhYJWUCKpnObwjlZQIoe6xKLWVlADsqVvf6JWUAex/iGZKVZQP7cps6Q91lA9hcU73YtWkCSued1VHRaQA==\"},\"shape\":[35],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EnUfgNREWkAqg6Pk1VdaQE5GzsKetVlAooAmwoaFWUB6LSEf9FBZQHbEWnwK3FhAEnUfgNREWkA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"toUgByX8WECmKNAn8gtZQHYkl/+QeFhAFn6pnzf8V0AS2nIuxXFXQGISoKaWy1ZAQs9m1eciV0Cm5NU5BlRXQK6aIOo+vldAJhXGFoJwWEC2hSAHJfxYQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"spetCPRNVEDWpSHjyWhUQIYuquttclRAvoac93lTVEDeWaMxrzVUQBIfNpF1CVRAUnconX3sU0AirviG1vdTQOpVBntLFlRAspetCPRNVEA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"VrgeheuRUUCmcD0K16NRQJqZmZmZoVFAjutRuB5lUUCmcD0K1ztRQPJRuB6FN1FAskfhehQuUUBO4XoUri9RQFa4HoXrkVFA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"fOMPk5HETEB02NUluc9LQGSyFs2stUtA1Bjg/E5+TEDEjB0HET1NQCy53F+wyk5ANqQy9MkoUEDaACWAjgtRQJ47kqCKNlFAEkVpRA0KUUAK8bClgI1QQBJBaUTlH1BAfMKzA8SVTkCE1pu4L+9MQNx4qSzj0EtAFBNDxoPzS0Cs6yCkD8FKQBRUhwq8NktAbJdohdo4SkAcMQIfOD1KQAT/ayJWuklATIuR4QrNSUCUcAz2vLRKQGy1UDq01kpARMrEFPV4TEB84w+TkcRMQA==\"},\"shape\":[26],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"NAWmj26RSUCMVMF378JJQIRbmBsXBUlABPMxtXCMSEBki8tO60JIQOSzJ97DKEhAbGWpLEpmR0BUIAIfaWxGQKzW5jZGiUdApGvjmVxAR0CMk6LyBctHQBwz2cKhYEhAXOhaEXxySECMgFd0l+VIQDQFpo9ukUlA\"},\"shape\":[15],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[49],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"JDb75MlJQUDsAMixZ9VAQHSEswM2eUBANFtXdLdmQEBUE3b5ql1AQCQqwXfaIEBApFMdB8I+QEDcE3b5an1AQHylOO+fAEFA7C3Bd5/8QEBE36WPTfNAQCQ2++TJSUFA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"sEBZk5dyOUB4XrUiVOs2QPhIpBFv6DVAyK9E5bt0NEDIxwM+Nl4xQDB3ruhWdjJAIKNtQbPlM0CQiIWMPxM0QADTj2NDBjdA0MdE5bXsOUDANKtLUmg7QLBAWZOXcjlA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"GL5E5TGzN0AAeQCh1YM3QFAbN3EpvDhAGEvNbZi5OEAgX0FIPSo6QCiFAKE9SjpAMIad17m+OUCwFWDN6sQ5QDB8Y2pnBjlAMBk3cSU/OEAYvkTlMbM3QA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"MGGm7V+5OECIDvPlBUg3QFApBd1e4jZAaJ+rrdjPNED4iVkvhmo1QMCRlsrbuTRAOJOMnIV9NkAwYabtX7k4QA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"6CZO7ndAMkDwPXlYqP0wQMAMcayLCy9AEG76sx9JLkBwC3va4W8rQMBGWipvVypAwC6ob5njJEDgJced0nEmQHBlGeJYVypAoGt9kdBWLUCAg0wycoYrQICvlGWI0y9AOGPuWkIeMUBgavZAK5gxQJDeVKTCeDJASORmuAEHM0B4lWBxOIs1QOgmTu53QDJA\"},\"shape\":[18],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"ACN4uW4KL0Ag2DN1woUtQJA1mtt4eytAMAl4uVIkKUDgpK6JrNwoQJBAcX9JpytAkN4KGaOrLEBwDmeoMTMuQLAkFfCqni5AMCpPXQtSLkAAI3i5bgovQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QGYHfEhhKUBADrIm570oQDBrtcPNziVAIMWnT0sWJkBAzqdPEy4oQEBmB3xIYSlA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"wKrQq4ZrIkAAetflg2shQLCrp0/rUSBAsEreH8nGIECAoDN1StsgQCCn0KsmnSFAgMlVl/xtIkBg9rEmy1YjQGAWNxK1niNAwKrQq4ZrIkA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"cKozdboeI0DAZO8wrsciQHBKQen0fSFAwGpjC6MWIUBw9euTK40hQJDhoBWidSJAcKozdboeI0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QK1p+z8KCMBgjIgEktgQwMBLbRw9ChTA4J2xYLUlF8CA1+STlJkYwEAuEY16lBbAQA6MoXhYFsBgGTrpITEUwMDjo+xe4BLAANmS24FUFMAA1ZLbbWATwABJVU1ACg3AwLVAn2CPB8DA9K0/lLwIwECnNkzrURLAAFwbZH4UE8BAWVXRruMQwEBe4fa1ERXA4Fjh9v3vE8BAj3A1nVELwGBN4fZtPRHAoM1HXTQbF8Dg891Z5/oUwOAk6DCHKxLAAM1An4jwDMBA2//3cqYHwEDZc9KD6wPAAPxW0lcz6b8AlLBnVZzhPwA+WgKmMvc/AFzHohnP8D+AQr3LtfX4P4C8+tWM5/o/AP5PvhkU3j8ApOPAd63HPwCqW+wQjdu/gONG0QDX8b/AI2ZeGa4AwAAwG+C38wjAwCTJJ4nCAcCAetaTNln/v4B8NsikcAjAwASdsplLEMBArWn7PwoIwA==\"},\"shape\":[44],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4LmIBMonG8DA+qPsxiEYwMA0dFaiyhjAgOOS29WlFsDgsU6Xde8awICNG2TmSR7AwPkG+O2nIMDgivJJhmAjwIDRcPsiVSLAMHIKlUT0I8Cwn3c1jB8hwOC5iATKJxvA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[132],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QIyWunMELcCQ0jYv9iowwJjgcJxyzDHAIA/NK40OM8BQ2MJUh5M0wFCeG0eKIjbAsLKPIYimN8A4YDrMgFM4wNDAPWk4OjbASFrXAjUvNsAI7vzBffQ3wDAUk75KxzXAuK6PIVLDNsCgJ3tzBvkzwFA2Kbv/pzLAcFuFSmDLMcDQj5a61dEtwNA1e9IuOCvAwC5qwbF6LcBAjJa6cwQtwA==\"},\"shape\":[20],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[932],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"JJFQGc+TRsDEEgJ+2FRHwHyNefVgE0jAUBDIEI9USMBQEMgQj1RIwKTvpW5Kp0jAFHaRQAL1SMCgc/QJqy5JwAABGsnjfknAcO5rgTPtScDcIgJ+dv5KwJiyxHMGFUvAnMcP8g1tSsAsfsuttT1JwIyiJz12MUjAaK84TspAR8DQ/fBstXBGwFgjTXyoqkXAPHw/CKyvRcCwhhastr5FwNBXgK/d9UXAJJFQGc+TRsA=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"FNnmFSgRTMDUtcTz08xLwODJcrsXtEvA3KEWLHzvS8Bw2uYVjF5MwBxrqYvprUzAYL9hqiYyTcCA3EnfpZ1NwFxuqYv2ZU3AwEZN/LG1TcA8ExrJDKJNwCB8uhyhqUzAyKIWLBogTMB8uGGqRqVLwLC2xHOt/0vAnJY/iEyzS8BwXW8eyB5LwDTbIIMe+0rANAHgW+cWS8A86zEUv8JKwNiDyy3aiErAaG4d5vRSSsCMOE38tHpKwBDgWnAGi0rANKRQGZzkSsAAA32S/7xKwMyeFqykPEvAHIGRwLJ3S8Ac5lpwROlLwAQE4NtZvEvA9FP7Q1ESTMBwuMRz32VMwBTZ5hUoEUzA\"},\"shape\":[33],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"cGZmZmZGTcAoMzMzM5NNwAgAAAAAAE7AnJmZmZmZTsCQmZmZmVlOwNTMzMzM7E3AODMzMzOzTcBkZmZmZgZNwPz/////30zAcGZmZmZGTcA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"qH0dZjrJTcCwr7NiGE5OwAiqefXJkU7AZGc1MQ7xTsAsZOJ5aQJQwOBwud2PklDA2pV4dndvUMDalXh2d29QwDZQNHI9H1DA6Nhyu7AgT8AkslCZbxROwFTy9ybU7k3AqH0dZjrJTcA=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"POF6FK53TsC49Shcj3JOwCwK16NwjU7A0KNwPQrXTsAIrkfhetROwKCZmZmZ+U7AuPUoXI/iTsA84XoUrndOwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"7MySADXnTsCUAwRz9OpOwOg9XHLcbU/A0MBWCRYLUMDArBdDOSFQwJhrJt9sy0/ApOsX7IYlT8DszJIANedOwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"BAAAAAAgUcCWdM3km6pRwCDpmsk3NVLAOkHUfQDuUsACAAAAABBTwE7pYP2f01PAYGZmZmZGVMB2FK5H4ZpUwO5RuB6Fy1TA/vIC7KMQVcAEAAAAAGBVwFxRg2kYvlXAsELKT6o7VsBmZmZmZoZWwEKGVbyR5VbAbGCrBIvXVsDOzMzMzIxWwN7urN12V1bAHnxhMlXmVcBoZmZmZgZVwBhfe2ZJdlTAqAbPESjaVMD6ja89swxVwFYvhnKiu1XA8vwwQnigVcBSMCqpE0ZVwI7pCUs8WFXAXmlSCrrJVcCQV+cYkP1VwPIoXI/ClVXAsnHEWnw+VcCUmZmZmelVwHI9CtejEFbAxlHy6hzxVcAuxLEubmdWwEozFk1nX1bAamZmZmbmVcCimPViKIdVwPKvrDQpy1TAVrgehesjVMD8IqEt53hTwD4QkgVMelPA2D15WKjnU8AOv9TPm/BTwIolHlA2l1PA0goMWd14U8CCNzKP/BVTwBan6Egu2VLA5IRCBBwOU8AM73IR3+FSwELmkT8YOlPAtB6F61F4UsD+3QIJik9SwO5RuB6Fy1HAlruWkA9eUcD2KFyPwvVQwEp8J2a9XlDAAl+YTBXqUMC8CYUIOLBQwE43iUFgFVDAPEbrqGryTsDAzMzMzOxOwNijcD0K10/AGBZqTfN0UMAEAAAAACBRwA==\"},\"shape\":[65],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[73],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"nBgEVg7VT8AwgVt38wBQwE6FsYUgGVDAlnecoiMJUMCo9KEL6m9PwFQQdR+AQE/AzHdi1osBT8D4kH77OnhPwJwYBFYO1U/A\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"PAQcQpUoUcAsdy0hH1ZRwGAVb2QekVHATJs4ud+lUcAQs14M5cZRwO4k6ZrJG1LAwrEubqN1UsCUpzrkZqpSwGo0gLdAUlLAhlrTvOMQUsBuj6UPXcBRwPonuFhRfVHAsln1udpOUcAUTWcngwlRwOIJSzyg0lDArLFLVG+9UMDKzMzMzJxQwAIAAAAAYFDALjMzMzNDUMDKzMzMzJxQwPz/////71DA+v////8PUcAoM6KfkyhRwDwEHEKVKFHA\"},\"shape\":[24],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WnqQAdNlUMDmMq8GXXFQwILh9mcTklDAWjSvhnHGUMAGg8rug89QwA6l7FDJy1DAlgB8U2WmUMBygcruN3ZQwFp6kAHTZVDA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"to8EXBklUsAWr4mHJUxSwHZu4rmPWlLAjsbUxS4yUsBaMNhiqjJSwOLMDrNuFVLArjN12XksUsC2Z6hMxVxSwJ4dKtusl1LAxC47bFCdUsC+jWclCXtSwLyhFW0XXVLAku8w1Qo2UsAYAEKm1hdSwNR2ud1U7VHACrv9IRfqUcBGCRkKndlRwCKHyi7/v1HAapQ+ydWqUcAeOK/GGKFRwIKhsuOGiFHA9uiT3vx8UcBIzatp72dRwL71B3mOSlHAugm2wB0sUcAuhMouWRRRwEbk9mfNM1HAkLHDNEdQUcAyvzdPN05RwCYVjWQ7cVHAjuX2J9p8UcDW5fYnuI1RwCiRoRKhs1HAMItnZZblUcBEelZUl+1RwLaPBFwZJVLA\"},\"shape\":[36],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"CKNP2uIcUcD22R9Eby5RwExmRcO+Q1HApOFZsVJfUcAm7DBVXW5RwMbD1EU1kFHAFH3zyh/LUcAigZCBee9RwCJYNDI47lHAiK2JR/vxUcDe5/YnyARSwIQ+TL29TlLAzMfUxZx6UsDMx9TFnHpSwDw2ddnOwFLAYgbfnAy9UsB2kQScKYxSwBT6Bzm2RFLAjMXUBYH5UcDGcH8w1xhSwAqOBFzbxFHAoPYH+Wd9UcCanBXtMTJRwG74pO+lIFHA1B1kiF0VUcAIo0/a4hxRwA==\"},\"shape\":[26],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"1rLsUH3rU8BK8fbnmSdUwK7dSKDiWVTA1q6yYymRVMCm1HH8qqBUwKql238f0VTALJXKrs7xVMB+xWArvg5VwKxRhqqcHFXAsPJZ8WQ+VcDQi/OKAiNVwJ59f3BWA1XAAKM+ySn6VMBYqXg2pd9UwCZCElCosVTABM03T+FyVMDalmcl4YpUwIBtC1aKdFTARJ8+SR8hVMAugLkd6w1UwFZ4f3A90lPAYoXzShKuU8CQwv2h5p5TwGKSZ2XJiFPAyHkcp4dfU8CMSYZqckVTwHJsqMxZcFPAmiZkyLYUU8DqNnWZnuhSwNjgH8SKvVLAViRkSPySUsDc92rCZItSwMZD6fPEu1LA0Hccp/LqUsCuPa9GSeZSwGrs9qd0DFPAzMOaWIYhU8C+znH8XklTwG5i0SiSf1PAIn65XTyWU8Aqf7ndA9JTwNay7FB961PA\"},\"shape\":[42],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"ppDyk2r3UsCsutVz0s1SwIqsbvWcxlLAGNnO91PHUsBYQ+IeS/lSwCTeyDzyM1PAlDF3LSFPU8DU2cngKD9TwKaQ8pNq91LA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"vq/skMM5U8A0ucM0xwxTwMaC8wpiF1PA3tEOM2I5U8DY3OVWdGRTwBLM1AUIc1PA4luXO++NU8BW61kxnZVTwPRX+oQGcVPALl40sjRNU8C+r+yQwzlTwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"7ihcj8IVU8AAAADAH4RTwAAAAICYFlTA/v//X141VMD8////EThUwAIAAECn8VPA/v//vx7fU8ACAAAgEZlTwP7//78fVFPAAAAAABcQU8DuKFyPwhVTwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"BAAAAABAU8DC9Shcj3JTwP4lcOtuclPA+ihcj8JVU8DufeNrz1ZTwDS7Jw8LS1PABAAAAABAU8A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"pp6T3jdiU8C+9Shcj2JTwCRcj8L1eFPAZvLNNjeMU8CAREyJJJpTwHQbDeAtglPATLgehetxU8CmnpPeN2JTwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Dq5H4Xp0U8BoZmZmZnZTwGo9CtejoFPAFoXrUbi+U8AG16NwPbpTwA6uR+F6dFPA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"1KfjMQPRU8AGUfcBSOFTwLLOMSB7+1PAnpSCbi8UVMDAjzF3LRdUwFT/5zBfBlTAzh3EzhTqU8DUp+MxA9FTwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Rk8SEMirV8D8ZcAXsC9YwLpHO6zER1jAHo4c55j9V8D856tpNHlXwM6bLTj0OFfAkO3llisxV8Ai3NRFCRtXwCbIwzTxcFbAhujlVp8JVsBYa9GoPIZVwMDwWTGmzlTApm0L1rl8VMB+gLkdTB1UwHLw9idf9VPAVP5qQq4DVMDsPHXZOUhUwBoIpW84sFTA4JItOIkyVcAaDKWvRJhVwNwvx1Gm9VXA5FaGKvlLVsCiBc6Ln3RWwBKdyu4OvlbAWogcZ3qvVsAU4g6zuOZWwPx2bh+7ZFfARk8SEMirV8A=\"},\"shape\":[28],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"uPmT3lJKVcD4q3j2kHhVwJwZGYpkjlXA8oa5nZOWVcCWCQj5NM5VwMyysiN5d1XAmKt4dn9hVcA+euI5bQZVwCYWGYr2xlTAXhxT9wSjVMAW9ZPebD9UwFZhNPKeBlTAWpVnpU80VMDmtOyQa2NUwPwXtsAWaVTAsmfRqGeyVMCM2Q7zfPhUwPhsbl+yHVXALt6r6XI+VcC4+ZPeUkpVwA==\"},\"shape\":[20],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"amiR7Xx5VMDOOqqaIHhUwFoTRN0H0FTADEEOSpj/VMDutMNfk/FUwCjfbHNjxFTAamiR7Xx5VMA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"5noUrkfBVcCkcD0K1/NVwMzMzMzMXFbAyv0ORYHIVsDoJY3ROhpXwL40DB8Rr1fARokkehmTV8AI+aBns9RXwCqWW1oNAVjAUFRvDWwtWMC4ek563wRYwHCTGARWvlfAkIS2nEtJV8C+YwYq43tXwN5QMc7ffFfAuK5fsBs4V8B0jV2ierNWwH56pSxDQlbAbIKo+wDMVcDeX3ZPHnRVwOZ6FK5HwVXA\"},\"shape\":[21],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"SjIqG5BMV8DCJlP3QABXwMZsNHKgoFbAdPe8euEaV8DmuBXtO6BXwGaUVhS731fAkvSCTSsBWMDSYSPhKAJYwDqsoRI72lfAvNo3DziRV8BKMiobkExXwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Wi+NZDdnV8DeF0Jmk35XwMoHMdVztlfAfCtTN3gSWMAKjxwnijRYwEJ5bp/05lfAWpbzygqKV8BaL41kN2dXwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"GKcEnMJ1V8DybJc7H25XwAqakIELm1fAyuqraewbWMCuHd+c2wpYwL49AT/rklfAGKcEnMJ1V8A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WPSCjSP1V8CMQp41y+NXwKI5xxFIMFjAVugOM5VVWMCApcpucqhYwHYZpS9io1jAwjcqW/SHWMCgLFN31FNYwFj0go0j9VfA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"oiPdm3PpV8CIEeZCeRBYwLxEGXasI1jAJKt/3BJKWMDKE9f9941YwJroibO2uljAUgcPnwjzWMCYLIShoptYwGi1VoCDZ1jAvPnc1T8RWMCiI92bc+lXwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"VkaetdG+WMBL12ArlBtZwNf6gs0NbVnARFR1mSqVWcBEVHWZKpVZwBhXEtBRc1nAB2cjISQyWcAcxU8apttYwHioZ2WtjFjAyLTb//U+WMB2PGSI0gxYwHxpXY5tMljA7Nf9oZ94WMBWRp610b5YwA==\"},\"shape\":[14],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/+jUlc8WWcDH9Shcj2JZwPf3GRcOHFnAH4XrUbieWcADAAAAAKBZwOnUlc/yAFnA8kv9vKnUWMB2a2CrBJdYwKhH4XoULljAwvUoXI8iWMAeWcAEboNYwEzhehSuR1jAuB6F61FYWMDsspjYfMpYwP/o1JXPFlnA\"},\"shape\":[15],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/P////+fWMCgB3dn7aRYwFN8CoDx/ljAsnd/vFdfWcD6Tsx6MaRZwIZpGD4ioFnAIsTOFDo3WcAmMqzijThZwOa9amXC81jABtejcD2KWMD486YiFW1YwGqbG9MTb1jA/P////+fWMA=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"HKfKLtoDWcA6w7JjzzRZwCqMRcPf4VnA0miGqoFfWsCSDPdn2lpawJHDFa13DVrA9hlrwkVLWsAEZoaqybxZwJ6hkMFzU1nAXmKGqvDqWMAcp8ou2gNZwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"07fM6bKKXMAPgPEMGsxcwGwm32xzd13AMBwIyQKkXcBq1EM0utldwAwpP6n2aV3Ac7a5MT0HXcB23CkdrJtdwO5aQj7oeV3Aopj1YigfXcBqZmZmZpZcwGb35GGhGlzAfEDZlCtuXMCC9iNFZMhcwFPovMYuK13A9ihcj8JVXcCLeyx96AZdwLJH4XoUzlzA2dglqrd2XMDiRgN4C1RcwHVxGw3g/VvA+f////8/W8DuHAOy18dawEIK16NwfVrAjsL1KFwPWsCPW1oNiZtZwM/Cnnb4hVnALQlQU8uuWcAId2fttkVZwIkkehnFPlnAoFCIgEOyWcBNH7qgvh1awILogvqWMVrAr3yW58FZWsDczVMdcqFawD8BTYQN4VrAhp0pdF4ZW8CI2JlC5+tawOGMKO0NDFvAZoe/JmtAW8Dot68D53pbwOuC+pY5w1vAcDjzqzkcXMAUAYdQpapcwNO3zOmyilzA\"},\"shape\":[45],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AAAAAAAgWsBxPQrXo1BawGZmZmZmplrAXI/C9Si8WsC4HoXrUVhawAAAAAAAIFrA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"CQPPvYcNW8BqOjsZHCNbwCvtDb4wZVvA+WabG9OfW8DuY8xdS0RbwPbvMy4ctFvA3JQrvMslXMBpSNxj6dlcwMbwETElFl3ABMWPMXdtXcD83qY/+xNdwPwJLlbU8lvArFfKMsR3XMADHEKVmm9cwAKuZMdGDlzA0MzMzMxsW8C9kXnkD5RawGYVb2QebVrArPHSTWJ4WsCAkdCWc7tawBjXhopx9FrACQPPvYcNW8A=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"aAq9+nBqW8AGormdrL1bwHnjYCsA4FvACIU0MqghXMDt/0igsSJcwFRr6XNnuFvAaAq9+nBqW8A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AqjzyvaLW8BgAOZWr3ZbwLnOsqPs0FvAL3QjoV8uXMAFAUmgMWJcwNA8U7dGA1zAAqjzyvaLW8A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"PwrXo3AdXsA/CtejcB1ewLNH4XoUzl3Ak1LQ7SUxXcAVHm0cseBcwDrIJCNnJV3AYRYTm49jXcBTcLGiBgdewAlLPKBsYl7A3Pl+arw6X8Bbj8L1KPxewNUYraOqM1/AyIDs9e5lX8C40qQUdHtfwEnhehSu517ALcHicObFXsA/CtejcB1ewA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"MkiNpLUMXcDJ99QFfWRdwBwwpe+mxl3AsyQxDxVKXsAkI5QYt7ZewJUmMRW3tl7A1hpa6/9fXsASGVprjvldwMQ13xyWgl3Ab1NkiMlGXcCKQVP3fRVdwDJIjaS1DF3A\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QtYVZ4lNXsC8M6Xp/5lewJPNPoPKp17A99Dbf8qnXsBkuy1y3GdewBLtYKXcDl7AfcahErLSXcB2wgRcWK5dwL2Jl3XO+l3AQtYVZ4lNXsA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"L9yy3aPgXsDsIPdhCvtewL/dst3tOl/AmpbRYo9aX8BGFYMHUnBfwCj0YOV6rF/ANefsyr/TX8DSgeofeAtgwGQKcwg6DmDA/tY/FeYBYMDNOKVp68FfwJVhAXlmtl/AGa8coR59X8BZSLa662lfwCOm4jPTAF/AL9yy3aPgXsA=\"},\"shape\":[16],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"kGOe789jX8C/da8AvqNfwHMrMc8e0l/A2C7Oyx7SX8Cgq38qYXpfwJA5QmClJ1/AkAxJWgoCX8CQY57vz2NfwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"GHF0YriWYMCaCdaXwqVgwHBz2VSrp2DACFjxX7+hYMC9urqJmZFgwAwJ1hHGhWDA42RllH1yYMDW+mG3umVgwFo1z1eVgWDAVPQn6v93YMAYcXRiuJZgwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"y5KHuTMgY8Au0y5HhARjwDADxcMSEmPAWTNbwFEnY8Cm0JGwaDhjwHom58V4VWPA+oUTX4ZQY8DyLCGzKUBjwMuSh7kzIGPA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"thoS91hxY8DihEIEHGdjwFwz+WabWmPA1A5/TdZZY8As+64I/mFjwIspkUQvZ2PAOo20VN5sY8Axdy0hH3ljwKznpPeNe2PAhBd9BWl9Y8B63/jaM3tjwDgyj/zBgGPAmOfB3VmCY8DIWdjTDn1jwI65awn5fWPA0IIXfQV2Y8C2GhL3WHFjwA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"MnxETImCY8DwPVxy3H9jwDIvwD46iGPA4UVfQZqTY8CIhVrTvJZjwLLSpBR0lmPAoDL+fcaSY8B6eqUsQ41jwDJ8REyJgmPA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"nFCIgEOYY8BxJTs2AqhjwKJKzR5oqmPADfj8MEKZY8CcUIiAQ5hjwA==\"},\"shape\":[5],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Inu9++O0Y8DHckurIb5jwH77OnDOwGPAlmWIY13JY8A0dy0hH8hjwE5sPq4NxGPATxWMSuq4Y8BP6WD9n7ZjwCJ7vfvjtGPA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"pNORcKnmY8B8uKnbb+9jwChgt+/gB2TAPek/+NcnZMBMJK24YmNkwMCpmArQdmTAwKmYCtB2ZMC0xICfIWJkwBllVIbgYGTA+peHORNOZMCgJkpPFSRkwKTTkXCp5mPA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"RCYZOQvrY8Auz4O7s+tjwAK8BRIU82PAPMeA7PX3Y8DfwyXHnfljwApQU8vW7mPARCYZOQvrY8A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"U9BXg4iyZMAEQZXtlLVkwA3bLif4zmTAOa81oZHuZMAW4miUJdtkwDiTTSwrxmTAU9BXg4iyZMA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"OL+pu2l3ZcD73S7HUHllwH5ObLGycWXAyODL/XtVZcB8MoQ8TEllwAhb4CvxMGXAtaVevbMYZcAH0lfjDxZlwLeRsBXXNWXA501sMbdPZcAy2pFwqWNlwDi/qbtpd2XA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/P////9/ZsD8/////39mwPz/////f2bA/P////9/ZsD8/////39mwPz/////f2bA/P////9/ZsD8/////39mwPz/////f2bA/P////9/ZsD8/////39mwPz/////f2bA/P////9/ZsD8/////39mwPz/////f2bAAAAAAACAZsD8/////39mwA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/P////9/ZsD8/////39mwPz/////f2bA/P////9/ZsD8/////39mwPz/////f2bA/P////9/ZsD8/////39mwPz/////f2bA/P////9/ZsD8/////39mwPz/////f2bA/P////9/ZsD8/////39mwPz/////f2bA/P////9/ZsAAAAAAAIBmwPz/////f2bA\"},\"shape\":[18],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/P////9/ZsD8/////39mwAAAAAAAgGbA/P////9/ZsA=\"},\"shape\":[4],\"dtype\":\"float64\",\"order\":\"little\"}]]]],[\"ys\",[[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AAAAACKkREAAAAAAiudEQAAAAABMfkVABAAAAITURUAIAAAA/k1GQAgAAAAc0kZACAAAADTnRkD8////ITNHQAAAAAD4TUdABAAAADyGR0D8/////2ZHQAQAAAAybUdA/P///wkeR0AAAAAAKqFGQPz///9JtEZA/P///3+fRkAEAAAA6EFGQAAAAAASTkZACAAAAF4kRkD8////+wNGQAgAAAAKkUVA/P///2llRUAIAAAA0jhFQAAAAAB+A0VAAAAAAETkREAAAAAAWJFEQAAAAAAe70RA/P///8cPRUAEAAAAksZEQAgAAAC+eURAAAAAAMhQREAEAAAAMnBEQPz///9PBERABAAAANb8Q0AAAAAANqVDQAQAAADeeUNACAAAAPzzQkAAAAAAdplCQAAAAACIe0JACAAAAKpZQkAIAAAAvG9CQAAAAAD2r0JAAAAAAJzKQkAIAAAAAClDQAAAAABiaENA/P///0+GQ0AEAAAAIrNDQPz///+JFkRABAAAANYgREAAAAAAXkNEQAQAAABUSURAAAAAACKkREA=\"},\"shape\":[52],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[1937],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"rEFD/wRXMcCUsWg6O4ExwIwyG2SSYTHA3AuTqYK5McAkFCLgECoywESTb7a5STLA1Br1EI0mMsAU2CrB4qAxwKxBQ/8EVzHA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"2jdt1AQUQsDOJFzD+6FBwOox0J3KgEHAVNt6SK85QcA2I1zDuUNBwIgahR9ankHAltvdEZ0PQsAkTRscdURCwOzc3REFW0LAjDpt1MiwQsDyAQA0jwNDwBgYrnsaZkPACq+q3sOSQ8Ac9O4iIsFDwJjxUexX9EPAuKfTOsg6RMA28bS1EqREwLrBHrmDtkTAOk5EeBrYRMBQPDNnEqVEwPL5i1lqTUTAjGKP9nEIRMAsYo/2ofBDwDBhj/aQuUPAkv3FxqiSQ8C+vB65SpVDwJJpZpqZSkPAxv1i/QHZQsDaGEuyN8pCwJAxljAK+0LA7Bzo6MzwQsCmWfK/FsdCwMKHiLxDZkLAkFC4UlpDQsBwuB65w5pCwNo3bdQEFELA\"},\"shape\":[36],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"LL2BgqN1RMB6xlgmOj9EwDYPOqFhekTA0DwzZ9jBRMBOZo/2OuJEwB4n6OihQUXAfs/1XA6ERcBgKejoFMdFwG76UezI90XArAGMWd4PRsBwY7hSM45GwMbmBm4l7UbAzlSnQSYcR8DkQ5YwJSVHwCYHjFlaT0fApuHMABRSR8B8gaAHii1HwGgMxsZX9EbAwJJOT9RyRsAQ6kDbCh9GwJ7s3RHP7kXAStH1XDrtRcBqLIUfp69FwAjdaTcqfEXAkDf5+dgdRcD+EDqhj+JEwPgnhR+xrETAAieFH552RMDoxLvvfqpEwCy9gYKjdUTA\"},\"shape\":[30],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"MNgym2F3MMAYudkQoMgvwFAUPXL1KDDA1OlDrAyZMMAw2DKbYXcwwA==\"},\"shape\":[5],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"GJwrySreLcBwcM85xEAtwJB6bHAQyS7A0JvxW25WL8CYx+ohrTovwMh2MgPkei/AGJwrySreLcA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"CEolJ/UoNsB4XNNuNLM1wBCGzDR7FDXAfPUJP87MNMDAr8X6wXU0wDgAfhm5HjTANOgymwsbNMCgnrTp2nE0wJgcyZdaJjXAsKAXs/qtNcCAgPWQNCE2wPjFOdVkZjbACEolJ/UoNsA=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"eDch8ib3JMAQZ7futeQkwAjZkS/VaCTASJMTftijJcA45cucGaclwHg3IfIm9yTA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"eE6m3TAzI8C4XlQlcj0iwCD4JyzYoyDAIPgnLNijIMBIPs85yNUhwLCXh1iRkSPAeE6m3TAzI8A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"8NzLnPG+I8AwdGU2ZzgjwBiKsLT0zCLA4Lvj52N8IsDAdwJtq0cjwBAuhLuKliPA6JFN61jKI8Dw3Muc8b4jwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"SAk5PbWsIMBYwvT4QAogwLB1r4RxPR7A8IVdzLJHHcCQzz5H/68dwOBnnnPwBB/AQJNe/HU6IMAQI4S7mhMhwEgJOT21rCDA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EAis5ypkHcBw2U9YKBYcwFDcJvy4ZRrAkIY0cFMQG8AAPxmIHrUcwDAQ5lR7nh3AEAis5ypkHcA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"YCRrQK1HG8AQ4mBp+SgawLBMnnN4zRjAwArOCWVEFsDAgeK3JFwVwHBh+gJzKxTAEAAx03SOFMBA6w6xcpoXwOB+lznLJBrAwPI3DRKuG8BgJGtArUcbwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[224],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AGLRpvv/EcDgX+ouEtcPwKCEgCulRw3AQL1hponrCcBALNkd8f8HwECf7ctoPQbAoBrZHQEABMCAFWVDkO4FwMDNrCSLSAjAwAUJtE2yC8BAfqmHZFEOwODMDrFatBDAcNDUQ9IQE8AAYtGm+/8RwA==\"},\"shape\":[14],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"IM9gaYnpFcDg8FkvfHgTwLDI1EN6QBHAYGlFgVyYEMCw/KSt1asQwDARfFE+BxPAIHBu3Wt0FMDgvU9YyNIVwNAefFH+IBbAEMdgaWEBFMAQ1dRDuhoUwCDkDrGiBRbAUMBPWMBVFsAwaPoCQ8AVwNDrq+cS/RbAsObUQ6oaGMDQiAsUHEQZwODawzJhRRnA0CFC5MVVGMDwvRXr51wXwKBchii6PRbAIM9gaYnpFcA=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[67],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"vLkxPWHFUkASHxFTItZSQO7/HObL31JAKre0GhLLUkBoa32R0LFSQNxj6UMXrFJAvLkxPWHFUkA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"dKjTOnJlRMBI4kDbG1pEwIjtF3/OlETAply4Uk0ERcBysw2ozVhFwFB7oAdexkXAjBGdalnKRcC6Iq57OtFFwH48ljAGeEXAqpzCKRObRcDi/YtZGTRFwMwKADT+B0XAVCoiVg5wRMDY1MwAdWdEwJRTfuURgETAjNXMAKCRRMB0qNM6cmVEwA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"kDRP50gWRkCg7W1sU0FGQFC5nQKXxkZAgM/oANViRkCEtJ0CxbFFQBRfSK2oqkVAoFYOQClIRUC049A158hEQOg/YPjTykRAoEw3nOJWRUB0FGcyY/9EQOyDB4aCfkVA3E03HIyhRUCE1SLuPjFGQATp0DX++kVAkDRP50gWRkA=\"},\"shape\":[16],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"XLpJDALkUkAKCObo8QVTQKjZA63ACFNACBaHM7/8UkAOFoczv9BSQCSKAn0ip1JASF6dY0C2UkAYrkfherRSQFy6SQwC5FJA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"jLrGXrFfSUCsglk+2uBJQMicpDzRXkpApJTNmC/aSkB0X/0u1S5LQJximmXcHEtAtFpg+I3hSkCcNz7WpqZKQHxMiVS890lAvOpcW+Z5SUCsnN6pvc5IQKhu5eP5bUhAYFSaZdvjR0C4ZkitKGdHQDj0CqO++0ZA3IEwYtFeR0C4efb0phFHQGg6T+cZa0dAsJ8YF0juR0Co0q4TPadIQJC2xl76fEhAjLrGXrFfSUA=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"NBfxnZhNUkAi2/l+al5SQAZtOZfidlJAnN43vvZwUkAcxXJLq1dSQLDc0mpIVFJAmlLQ7SVNUkA0F/GdmE1SQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"eO5+fS+SQkCEg96pRRZDQDjU+ZEml0NAWPHhRu3+Q0BsunSmdLBEQIDOIu71mERAHBihnxpIREBAAfPXKrhDQGCzdKakG0NAeJBSBOvpQkDwrNfv52lCQJyqOrkJp0JAKPVVIXnDQUDwrXSmpd1BQKjZbWx5t0FAXAuhn/ZfQUCUiFKEyh1BQORras9UzUBAvJApKOWlQECoBqGfHk5AQLQkJovkKEBAAM7UnhFrP0CAehyAkgc/QDhrC29Kcz9AHHVB8zKTQECM8VWhYPFAQDzFXNvU80BAfFxZvh4wQUBkmmOVW0xBQECtEV2u7EBAZHKkvH67QEB45eHGmk1BQNzvuOpzVUFAxL2Ft62RQUAkOppl4+tBQESvdKYHLEJAeO5+fS+SQkA=\"},\"shape\":[37],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"jIEYFxoTQUCY4UQQti5BQAANPlbp+EBAvK0R3bcHQUC02AqjWLtAQKDG+RGkfkBAFBF4Qy9aQEBwwL+kEKVAQEwFBGnQwkBAHAFnMsCZQED4FhX6NedAQIyBGBcaE0FA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"kINu3YvbGMCQyYnFSPMWwLBJdRe5xxXAkNua1tkhF8Dw8qvn4pEYwMDkwzK5lBvAkINu3YvbGMA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"oJU/hAfACMAgESvWz2oGwKDRg8jLvwbAIESwwcElC8DAH/Fo720LwCAJQyGu5grAAI6RPAaSC8DgosupJt4OwKCVP4QHwAjA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"gPnkwEAe8j8AnNASKaf4P0CArvB2Dvo/YMcxuZJlAUAAja7wlvj8P4AUB+MCMPA/APr8vvIP0b8AmNdRxczsv4DXj3DK9ei/AFzG7ggi0L8ATzoRd8/WPwBFSyIIi9A/gPnkwEAe8j8=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"iKj7Mq5HJMCgnl78TckiwHBljpJGNiLAKBNzqiVWIcBoR0MUbcsgwIByPNrziyDACGbI/+bLIMDQ7lCIO90gwNDwUIhTUCHASDeVzBvJIcBwpJhpfpQiwKiw0tbOzCPAwA9imeB6JMDIi3ZHULgkwIio+zKuRyTA\"},\"shape\":[15],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AM84SiqsC8Dgmty61wgJwCAG4FcOawnAILIWKOjbDMBAIhrF7lMOwADPOEoqrAvA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+MM0Y1TUIEBQZGszopAhQNCKjVV4kiJAWNPRmUqFI0CI3eKqV/khQDgvm8m66yFAcNniqj8HIUDAWDHGC3sgQCDDlyzSYiFAuPkEzemhIEAogyqM5hEgQHDVMva6xBxAUEtHpAKZG0DwSnAAWtQdQBAGLLztrB1AkLQ5MIhVH0AQJ07eQ3EdQJBwBv1gihtAIPoCYDqlGECAsviI8lIWQBCmSkHZMhhAQKXWZlwlG0BgY1i1wywdQNCfc53gGBlAIHYG/ezBHEBQvRDUXAAfQPjDNGNU1CBA\"},\"shape\":[27],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EGogtUxTKEBgIqIDShIpQNCPQteSHSlAmFxJEaCWJ0AI7Kg9x9QmQCCNfESh/SZA0MHp5KTHJUAojraxDa0lQBh3paD0RCRAqHUIaqq3JEA415csnvMlQOCmZPl2nyZAqClQS50XJkAQaiC1TFMoQA==\"},\"shape\":[14],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AGQ6Fqa39j8AteEjykr6P4AiSDPmWO0/AO5ObZMB7D+AtNrpHDnwPwAz3oaT8vQ/gN02IpUg4j8AEO82nL7DP4CZM4p9pvW/AEhGvkQtAcDg+3yOfmoGwKDng8hr5QvAoA1DIY70C8AAP6+EcdYRwNAitr7+hBXAEDnHz4+xFsAgbZc56xwWwLDcH8LrYxDA4OH3ouxzB8BAp2GmaQUFwOD596Ic0QzAgKdPWADBEMDgoNt9V0wSwOBkNHDDZxPAICTHz0/bEcCQyMMyuSEVwNDf1EPSiRbA8Ko+R8dcFcCgyzcNGrwSwODU1YBqPAzAgOS9NQx9CcAAGCYWw3j+v4CaXOYMRfi/gNVE8ljK7b+AYHQxKzjxv4COXD2Xs+O/ACPDoz2X7r9A0wP04Ir2vwCmG5YJoeC/ACAHghpezj8Au6B33WXYPwDgTr++l9s/ACSkuOonzj8AbxG1Z2LbPwBkOhamt/Y/\"},\"shape\":[45],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WPFjYQqBMkCIJJeUVoEyQGjtY2FdmTFAYCcLb90IMECADSO6G10wQEDmTK4M0C5AgDQFzRXxLUBI5IYb5cosQPC6jVVqgy1AAHjmRwANLUAwuiqMwoosQCA4eacetytA6AmA4ftFK0DQxjudp5ErQLBGJ+8lXypA+A+6ThgbK0CYw9jTFw4qQEDXI1LHEilAoKRT6Lv+KUBYeloivXkqQNBjcm1zkCtAAIRaIk+sLEAYlGszuG8sQAAhkfIgqCxA4JGUj+c/LkBAxY1VrtwvQEB6w40vQzBA8ENW7e8XMUA4o+Wvbs8xQKh47OmROTJAkNLedZx6MkDwmg4M8zcyQFjxY2EKgTJA\"},\"shape\":[33],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QE9JEbyOJEBoEwXNJ3cmQNCWKozmiCRAsMzAiJnhJUCQtxJBhMMlQOgzYVy2hSRAuCPtgUv2I0CAQw+kPW0jQBjouU5cCyJAsIfwHvSiIkDgT+ZHcuYjQEBPSRG8jiRA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WJ7wHpTIJ0DgyYYb6dQmQPifx8K2zyVA2P6Q8szhJEDYPpvJjHslQFCKfET1VCZA6DHtgdUqJ0Aowa93FConQFie8B6UyCdA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AKupej8wIMA4nZhp1usgwNjvUIjPEiHAiGsCbVN5IMBIv7qLxOMgwHDrFhvvniHA0FJ9gQneIcC4MfiVs0whwACrqXo/MCDA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EKjUnnXKNkAQxx8d72Q4QPgedXJi/zhAQKyaMaNLOUB4lOzp14k4QEAV2DtnjjdA2CkjuprQNkBoMPpdd/g1QBCo1J51yjZA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"8NsjUqEjKkCwPlBLAdwqQCjmXb/N7ipAGD+KuLNoKUA4sgEwP2koQPDbI1KhIypA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"0KyYaap6JMCYWOBKefAjwGh7n6PzVCPAWNjLnAG5IsCAYlQlrh0jwNiiwcVthCTA0KyYaap6JMA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"ALTp5PyhIkAweULX3gEkQCjyHBjMGyVACGpaIkW9JkCgZPdYqcAkQND087t2XiNAYNeoPT8iIkCY7JDyKLwgQAC06eT8oSJA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"gGG1KgQ+/T/gJ8F7ME0CQGB/keUb4AlAoFS0RNqMEEDAlCHlrekRQABxKB+33RNAgD7164MQFEAQAbGnn6EVQJBRL1m01RZAAJtznTDzF0DwntZmTLAZQKBZu35TthtAAFYeSPeyG0AgH8K4oJIYQJCihK55yhVAsEbMj5yZE0CAYu6xfhoSQIBcJEXoJQ9AgAMabrTRCECgQ/voUBYHQODqQsoTlAVAQHTGOzWc/T+ANzA/0p76P0D/O5A+DQBAwPjTr4949T8AIpMDg5XaPwDrfg2OaN2/gHQRaNsJ9b/AaYx8aXz5v4B49AXmeAfA4LLEbzllCMAA/EIhnvQHwIAeVDK/0wvA4CmfsEDzCMBg30lba4MLwCBjmHYz9wvAsPRqQI1tEMBg/5TZnEENwAChsiEIDRDAgO3fVz7eA8BAIeVudc33vwDSuMwZuOm/ANgGysc7uj8A0j1cghjpPwBnKa763uw/gGG1KgQ+/T8=\"},\"shape\":[46],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"eIXqIf0wIMBAp28NC+YgwDgAYpkQ6iDA4ExDFN0QIsBo/ics8BQiwHCrbw0z0CHAyBYQ4WFpIcCgD3OqtY8gwLAaSk6KuSDAeIXqIf0wIMA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"ADgZiFYcG8CgFjHTHLAZwPC/230PYhnAkDoqmefRF8BQ/B/Ca5UXwBDr/Z/ZZxvAIOIm/BizG8Cghl3MamsdwDDLZ6MOER/A8Nl4tP+QHsAgazuqcPYewEjUBQrGPiDAwP5hmbCaIMCAYivJmsAgwHgJOT2psiDAcFtUJe6AIcCIW/Fb2r0gwNABOA0qGx/AcPRgaXlgHsCQq1aSvcgbwIDnmtZZ3BnAAPI3DWqCG8AAOBmIVhwbwA==\"},\"shape\":[23],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4BDpTKutMkB4E+lMgUEzQAjY3nUosjNACBfpTNkTNEDIXsrH6xk0QGgql5Qv0jNAeK2C5i1eM0CAAnVy94EyQHDi74acMjJA4BDpTKutMkA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"8L0V689oF8Dw3IKL2zgRwCBoRr6EfgjAYF+6mEVuA8DgETznMLkCwEBfQf6XhPy/gPTTXYRb8b8AKaTHh/Lwv4BUe8JCyOa/AEx+QT/Duj+ATnQsrPbhP4A8e70TYfY/wDHSjGmrAEDgnnJgiMsAQMAkn1kGZQlAAOHmOgm5DEAg7bCnzxIRQJB8Yow7/BRAcIP/wg/CFUDQ6mUpVusVQJAKwrgU4hNAYKMFwGzzDkAgNxM0Z3gKQICTJ+IeoANAAHLGOxUt/T9AP2Nypa/wPwBO6Pwuccc/gHkRv6XP5L9g9irW72YAwAAsE4vxZQbAYIYdYsXpDMBg24KLi+EQwDAPQuQ1JhTA0CR8UT5+F8DwvRXrz2gXwA==\"},\"shape\":[35],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EF70FaSTU0B2u9Bcp61TQEqsxacA0lNAfEDZlCvWU0DaZTGx+c5TQGzn+6nxelNAEF70FaSTU0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Pm8qUmG4U0DE3Vm77fFTQIb7OnDOL1RAyrq4jQZQVEDO3uALk0FUQB45C3vaFVRAft/42jMJVECm76fGS9tTQD7qIRrdwlNAEE+vlGWwU0A+bypSYbhTQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4AsUcd/JGECAgVF7Vu0ZQCDpptCbFx5AaDkPpN8gIUAw2ag9b4kiQGAi7YHtpSNAIOuQ8tRmIEBwNJlcyQ0bQDBWL1mc3xdA4AsUcd/JGEA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"dhSuR+HaSMB4PQrXo6BIwMAehetRiEjAth6F61F4SMACAAAAAFBIwAbXo3A9akjA1qNwPQqfSMAyMzMzM+NIwHYUrkfh2kjA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"lmXvFByuUUDckugameJRQKarM9nCF1JAdtzJlVBVUkBy9RSUx5NSQI5q71Sy0FJAtNssXzfvUkAORjD88w5TQKbtPTDeIlNA+C7l/SM8U0CAdsZ40zNTQExGMHwZHFNAGAzD2x4QU0CkiXRAAOdSQMYKw9s1xVJAYLgKvSioUkDMuqfz/G9SQEa3Cr0paFJAqkXNMpUxUkCspPkrrw5SQKqu0M/zAFJASrinc2LeUUDsz/LxOc1RQHymlmLPsFFA/u133X6oUUCWZe8UHK5RQA==\"},\"shape\":[26],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"TCVxowYjVEAY0BtOyCxUQMTTuATPOlRAJNAbTkEwVEA2Ts2y7iBUQMwG7DctMlRA4rQzGWcxVEA22vJxvyVUQLyc6JrNI1RAAplL5NIPVEBmQ/bOpgBUQJrgLN86C1RAOh43drsVVEDObFJelhpUQEwlcaMGI1RA\"},\"shape\":[15],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[49],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"5Pjy1/bVQUBkQ3GJxa9BQLzSM39/sUFAFLAR3Z+SQUAomMZe7JFBQKC9hbc2jUFAfD7U0s9ZQUBAiVIEM0lBQNxuak8yfUFAPNwKI32HQUBYwSLudJ9BQOT48tf21UFA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"wvh33REaVECe9dqmDipUQFgG7DfkFlRAAgqJLkgmVECOc4zLaBRUQMAuSEcI91NAbHYpQun1U0BMb+/URuRTQHr+scqZ2VNAAGUYMSThU0D69NomnANUQML4d90RGlRA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"5JxjlT3aQUDAFnjD1qNBQLAxYPjgikFAQJQpKMJ1QUAMHbKwo4BBQPibYxVmpkFA9HzeKQqXQUAgSqt2UK1BQAgvw0FmtkFAcMhcWxuvQUDknGOVPdpBQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Jmx4eqV2U0BYrvAuF4VTQBxpqbwdnVNAJqWg20uQU0DmHAOy13tTQGSFlJ9Ua1NAnMCtu3lcU0AmbHh6pXZTQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+v3UeOnsU0AwK01KQQNUQKyHaHQHAVRAbFch5SfrU0DGJmvUQ+pTQKh6a2CrAFRANI/8wcDpU0BumnecordTQCCs/3OYgVNAXtO84xRvU0AkwoanV1hTQAZNhA1PMVNAisOZX80zU0D6CS5W1GhTQIp7LH3odFNAti5uowGkU0A8WP/nML1TQPr91Hjp7FNA\"},\"shape\":[18],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"9PB+fZYdQ0AUgEFzahJDQKxMDsB5BENA5DTDQS0QQ0D0yb8kdc5CQBTTlkhhjUJA/FeCmpF/QkBkYVm+W09CQERYghoukUJAFAfKe9a4QkD08H59lh1DQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"RGL9LhTOS0D8mc2YQg5MQJwokI7V40tAZPRc27OuS0CQq3vgZmZLQERi/S4UzktA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"nN8z/+CaRED0KbKwMnNEQGAcPtaZeURAnPV+fWwwREB8pGMV/5VDQFAb2wwMdENAiDCJ1MeeQ0CABy1FtJZDQKjCS0oAQERAnN8z/+CaREA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WNdc24QTRUCMRv0uR4FFQHyvAExmUEVAdFJxidUgRUAorQDMs8pEQPzwRBCksERAWNdc24QTRUA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"1Gj9rkdRTUA4txgXgkZNQEwa4kakUE1AfKQHBtDoTEAMNWcye2RMQLxLsrAzI0xAyAgLo9OnS0DQCQujWeRLQBQhVqEVwUtAiIa8h+KHS0A0ViaLPmVLQPiIWb64TktAMFtgeBT+SkDc5YW3xLNKQCT3lkhcv0pArPWWSIVrSkA4ZdTSkiZKQLT60DXm/klAjClnsvbLSUA8nUFzh7ZJQKR6H1HhmklAYHgfUXAUSUBUB+JG4fpIQLh4H1HBK0lAhE/DwTodSUBQ0hFdM1lJQNhdN5wAQElAFDI+1jJjSUBcsO+6A2JJQFRVYPgLpUlAwOUi7kPnSUCcaw7AzAxKQHiSzZioXkpA8Mw6OQp3SkA8C0UQmqlKQIx3SK1wO0tACCaQjv9PS0AwVYnUevRLQAh0DkCl/EtAvL3vulxvTEAcvFKEp9dMQIhcJotS2ExA1LtShMnGTEDUaP2uR1FNQA==\"},\"shape\":[44],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"pFAmi0shSkD4jzDimpNKQFjBxl4M70pAtKCkPP1GS0C8EuJGIJZLQDj+M//YkEtAeIz29A5VS0BYE3990PBKQLi7KSisbkpAhKHeqQTpSUA8od6pq9VJQKRQJotLIUpA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"iEIEHELhVEDK6lbPSelUQJh3nKIj41RALNmxEYjLVECEF30Fac5UQIrMI38wqFRAVAT/W8mMVEDiHafoSGpUQO6pDrkZf1RACJ3X2CWEVEBCoGzKFZxUQJKDEmbaeFRAMOj2ksaMVECEgosVNYxUQI6Kcf4mglRA0Auwj05xVEC+rwPnjFRUQMSpSIWxTVRA3KfjMQMhVEDsMF9egAdUQIJyol2F8FNAbLa5MT3ZU0AAHooCfbpTQLqpSIWxm1NA2DNLAtSCU0AI+aBns2hTQJy7lpAPWFNAvCuC/61UU0CKbi9pjEBTQAKq8dJNGFNAbGk1JO4DU0B2YtaLoQhTQJqQD3o2C1NA9PDXZI0GU0D0TKHzGuFSQLxDUaBPxlJACupb5nStUkAI++jUlWlSQJTnwd1ZPVJA6lG4HoUlUkB0TE9Y4ulRQDrDoLME2lFArqw0KQXjUUCApSxDHM1RQJZ6iEZ3pFFAAB6KAn21UUC0LcpskLRRQAqFCDiEklFACOVEuwpnUUD+1HjpJlJRQEC3lzRGW1FAxCk6kstkUUCwrdhfdntRQGYBE7h1SVFAPPRPcLEuUUAc2CrB4hZRQF5Rg2kYzFBArMZLN4m1UEBwatlaX4ZQQP5MhA1PS1BAYqMeotERUECExD2WPtBPQBxMw/ARMU9AxNeeWRK0TkDY88MI4W1OQFgqb0c4bU5AiOY6jbQETkAwFcYWggxOQERMiSR6iU5ALP6arFHzTkAwiuWWVldPQHTQ0D/BvU9AYF8ktOUIUEC+54cRwjVQQLJ3f7xXXVBAKqWg20tsUEA8h/nyAnxQQICDL0ymflBAHnIz3ICrUEAeTMPwEe9QQLqACdy6B1FAPkHUfQAIUUDkhEIEHB5RQCAN4C2QUFFA9oiYEkmIUUDECOHRxotRQIZ2FVJ+jlFAsIUgByWwUUBuol2FlNtRQHbWbrvQtlFAnBov3SSeUUCmK5/leapRQKKesMQD3lFAppxoVyEFUkDwSC7/IRVSQK67eapDJlJAWGFsIcgLUkC6AZ8fRihSQDx+b9OfU1JAhJ7Nqs9TUkCEZAETuF1SQCKloNtLdFJAPAwfEVOOUkC8lzRG65JSQD5FR3L5yVJAwj46deXPUkAOGVbxRgZTQH5hMlUwKFNAgBMKEXA8U0Bc07zjFD9TQGBjl6jeaFNA6oi1+BSwU0CcmZmZmdlTQKBQiIBDCFRApDFaR1ULVEBkZmZmZhZUQNKXF2AfJVRAeF5jl6hSVEC0Lm6jAW5UQBRPr5RlelRA+rTDX5NhVEBm8SkAxklUQFRPWOIBb1RAAL5Nf/aFVEDAO2u3XXJUQByRYRVviFRAluNO6WCBVEDUzMzMzIxUQOrplbIMk1RAbiv2l92VVEAgFcYWgq5UQIhCBBxC4VRA\"},\"shape\":[132],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"9kikVi2dUEAOgxH3tqFQQLbvsUqbf1BApuwU1LORUECWEdTs2m5QQGJdUh5FmlBAInWdHM2QUEA63qC5HWdQQG644eA6WFBA8ltSHnBFUEAuNpNFCDlQQIhN3kO8GVBA6APAJOf6T0AEM1ahYtJPQDxYFXqJv09ADIUOQOHWT0AkW1IeTRdQQCy44WAbSFBAYJMiiMJzUED2SKRWLZ1QQA==\"},\"shape\":[20],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[932],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+ck2MAODU8AL5R7lNnVTwPnJNjADg1PAA6HaWgKDU8BupHdXAoNTwIiy6zFZnVPAYo0s2eqzU8CTIIw/vstTwOTE/PxV51PADC8Amqf8U8ASsU61NQ5UwKGZA7eLKFTAXCnGLN49VMD567vVoEFUwM3CX0YWNVTANG0K8QkmVMBqgbi4vBVUwHKtsf6rAVTATrBOtRDhU8CIMZ3QecVTwDIjKTyZnlPA+ck2MAODU8A=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"cMvX7+9XSUBQRE/nlahJQKiuUoRMy0lA+G2rdujQSUA4CuLGyqRJQABDT2fwW0lAbJEHBhOQSEAcLT7W90JIQMgeyvsxIEhAJKO1TSHzR0Cs1eiAOs1HQIx5Wb5RyUdAhJGkPPfQR0AgUP0u3bFHQHhSmmW5dUdAtDMVekdxR0AEObKwSuBHQDzqlsgG0EdAyNoi7k1nR0B0Tv0uJE9HQMSBMGLnU0dAJPun2YzER0Akfvb0HRRIQDiXQfMJWEhAiM0R3SVCSEDQ7ZbI459IQHy0KahBx0hAVH1ZvhCoSEB4erwHJ8tIQIi/AMzI90hADDTbDDcTSUA8ru+6+edIQHDL1+/vV0lA\"},\"shape\":[33],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"z8zMzMyMScD8/////79JwAMAAAAAoEnA08zMzMzsScBiZmZmZiZKwNPMzMzM7EnAnZmZmZkZSsA1MzMzM/NJwGtmZmZmxknAz8zMzMyMScA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"JpLJSZICVMCYqRRIPOhTwPepFMjO/lPAhpLJySQZVMCCo9pa4BJUwBR34ZReEFTAS48sky0jVMC4uyVZryVUwOclKfYAO1TARGMzTT43VMBGpNpaBUBUwEuPLJMtI1TAJpLJSZICVMA=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"qB6F61E4JEAAKVyPwrUlQFDhehSuxyVAcOtRuB6FJUB4FK5H4bokQLhH4XoULiRA6P//////I0CoHoXrUTgkQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"JA8om3KNSEBgodY076RIQLDIk6Rr2khAUDHO34T6SEDADFTGv+9IQNDqVs9Js0hAmJj1YiiLSEAkDyibco1IQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[65],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[73],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"iDxJumZGR0AkKsb5m4RHQBhpqbwdXUdAGGPuWkIyR0AMUn5S7ftGQMgBnx9GBEdAXMa/z7g4R0CUsWg6OzVHQIg8SbpmRkdA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"NQrXo3BRSsAdwoanV0JKwOyGbYsyd0rAnvJ2hNPOSsA+jjulgwlLwHzHKTqS20rAp2ytLxKGSsAGXVDfMmtKwPuh7gOQ+krAe3hdv2A/S8CdxcTm44ZLwMxFfCdmmUvA5l61MuG/S8AHWwhyUM5LwJQfRgiPpkvA1lyKq8pyS8D3/////59LwJSZmZmZmUvAiZmZmZlZS8CdmZmZmTlLwM3MzMzM7ErAvMzMzMyMSsDDgFKWdFFKwDUK16NwUUrA\"},\"shape\":[24],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EEIcgGA6MkCYaNvYOm0yQAhioWvHgzJASK0fHUaFMkCYlNSe3F8yQCiuvFNR8jFAqBQjulj7MUAw6Cn01PkxQBBCHIBgOjJA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4AsSqRrfM0DIpatCauozQAjKapu5ozNA+Dmopcx7M0B437UZBBozQODWe6wdqzJAmHns6R9yMkDgkTdoq4YyQBjyY2E3qjJAOFCQWrFXMkBoS/Mj7wcyQJhFubbINzJA+IVgxEYlMkDY1HusBzcyQEBIVu2ECzJAqDx/SfDBMUB4D4aDO5kxQDj+1zuISDJAOMHNZEhtMkD4pOWvLS8yQMA+f0n0PjJAaOPvhqVtMkBokTdodmEyQPil5a8ybDJAQF0ENYQ0MkBoi/36uJwyQFCX1J6k+jJAGKyC5uMDM0C4+53OLlAzQLCHw40TSzNAkLW8U+OlM0CwljdodZ8zQKjHzWRa4TNAWEkcgIniM0DgKZeU5rYzQOALEqka3zNA\"},\"shape\":[36],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"ZpKgMyy9UcBqffJrVKBRwBrZga68hFHAJMTT5uRnUcD8BxirEFBRwGdxG0g9OFHAmki/OEVCUcBYGSm8XmBRwD5UltzJk1HA2uqSP52rUcD/5/WIOMxRwJK7/MK2yVHAXman7TzRUcD0YgrxPNFRwLa4XwxS6lHARaEUDqgEUsAN3x7ldxdSwH54uP6vDlLAfDcR8egFUsDaickP/h5SwAogxvI+IFLA3vZpY7QTUsDbtcJV7QpSwLr5BhoZ81HAYqdO+wPaUcBmkqAzLL1RwA==\"},\"shape\":[26],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"qIzs6erDNkC4J4aDIRs3QJhXHIAFHjdAkDw0y0gwN0A4+4y9KBQ3QEB5PqKo+zZAIJCJIMLJNkD4IelM1ZA2QBAFAZh3NDZA0Ou1GWLlNUDoratCHc01QIgRdXIb6TVA2AQBmJEnNkBIa2f+Iys2QLCn1J4qsDZAqI+JIBCjNkDgBQGYGWM2QHCl1J4qMTZA+DrRAX4JNkBI8u+Gy9M1QIi6Hx0mjzVAYMiT9x2ZNUCwaQQ1Uwc1QMhJf0ltvTRA8G4+olCsNECQjMON0Wk0QPgtNMsA2zNAUAwSqfDzM0AQ3Husr98zQLilq0Jm7DNA2Mtqm+UMNEAIKfpd3Ug0QCiRYMSjsTRAICTA8C68NEBQThyAQQQ1QOiW/fp2ODVAMImJIPI0NUBo+Cn0aKg1QFAuXSf2RjZAKMK8Ux2DNkCYTeISMmY2QKiM7OnqwzZA\"},\"shape\":[42],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"tOsX7IbJUEDcT42XbtxQQIhn0NA/5VBA9kv9vKkAUUBiRQ2mYRJRQKJfzQGCCVFAukY9RKPlUECWSKKXUcZQQLTrF+yGyVBA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"yJVx1UTeMUAwFCO6CeMxQIjUe6wjKTJAMF4ENZ9mMkBgPOISk30yQDi+MC4zhjJAaJ+rQlx0MkC4yqQI2TkyQNgyqKWR3DFAaE2QWnyzMUDIlXHVRN4xQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"2mgQZJJGUkACAABAuWlSQP7//z+fcFJAAAAAIF1sUkAGAADgUlVSQP7//79iM1JAAgAAQIAvUkAAAAAgGzhSQP7//z/BNlJAAAAAgOM0UkDaaBBkkkZSQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+KNwPQqXOkAA16NwPQo7QDCRJ0nX7DpAQOF6FK6HOkAgoImw4QE6QBhMw/AR4TlA+KNwPQqXOkA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"yCLb+X7CN0D4o3A9Clc4QOBRuB6FKzlASFmGONY1OUDoRJ4kXZM4QBjAWyBBSThA8Chcj8K1N0DIItv5fsI3QA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"CK5H4XqUOkDQo3A9Ctc6QCCF61G43jpACNejcD3KOkDoUbgehWs6QAiuR+F6lDpA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"qNhfdk8UT0A8nZ0Mji5PQECrPldbMU9AZFc+y/MKT0AAWyVYHAJPQAyhZ7Pq205AOODzwwjRTkCo2F92TxRPQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"eiFxo0NGU0BqYhgxVEpTQHDZj6gRMFNA6N/JlT8cU0A8ugp9bhRTQL4c1Gx9+FJA6tePqMHYUkAAgjrTnbVSQCwKw9v+oFJAOj32jhuZUkC+ixH3PZpSQPacIggZpFJAWBSaP1GcUkDSWN5DEapSQCzNuIQUu1JAOgSJ7o7VUkA4ZLXnse1SQEoB7Dcy8lJA2nEpwr/sUkBeLeX9395SQJbsPXA85FJA2ryn8wznUkC0HNTsQfZSQDw4vKG8BFNAzjGCNMYcU0DAugo90zFTQDps79SuMVNAeiFxo0NGU0A=\"},\"shape\":[28],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"7rGn8xBqUEAU/SUlSG9QQIac+auqNFBAXrp+F0sCUEBU9UtKR8VPQAT56ICR0U9AXAVdW7SGT0DklR9R7MhPQBorvCGFBlBAKBsLo2vTT0C8E9G1o7RPQGig9vTs3E9AeC5Z2K0DUEAcTz7WY/1PQHrI8vEgHVBArgmafxExUEDCUXv6A0dQQEZcUh7LV1BARo+F0etNUEDusafzEGpQQA==\"},\"shape\":[20],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"lP+QfvtaT0DQTgZHyXNPQPTMr+YAdU9AeNCzWfU5T0Dw3R/vVRdPQFBvKlJhFE9AlP+QfvtaT0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"CNejcD3qU0AcrkfhehRUQGyucbuYIFRAopI6AU0uVEBYFOgTeVBUQKr7AKQ2TVRALld4l4s+VEBAfxMKETpUQJLZIJOMJlRAlpJX5xgKVECwwTQMH+1TQH6aWrbW11NAck3zjlPYU0DEpDFaR8dTQORnXDgQsFNAEm9kHvmVU0BG9nr3x41TQIgb8PlhklNA7K4l5IPCU0BqgQTFj9VTQAjXo3A96lNA\"},\"shape\":[21],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"rn86U2gxUkDc0fLx1j1SQPgugrTUdlJA+LDQz2aGUkD8sNBPoohSQB5RpNYxd1JA3CAO2v5bUkCgnr9+LTxSQG6T6Nr1A1JAcEEw/JIBUkCufzpTaDFSQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WLVtRri+UkBEeGOv+dJSQODlAwNs6VJAyFKkVi7YUkC8j64tXrtSQPx6AOatqlJAlPxOAemlUkBYtW1GuL5SQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4K2WokdhU0AErpbimGhTQGinXPV6dFNAJCmrkGp1U0Dq1vLxhmNTQEDajyhyX1NA4K2WokdhU0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"JB/U7KSDU0BYw0SqxZpTQFCGOhMDsVNA2tRVOz+1U0B+NIK0zbdTQFKyM5lRnVNA0CxIh02FU0AMe2MvcHZTQCQf1Oykg1NA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"isUZZuRGUUCCwkqoXF9RQN5RDZ6Fa1FA0qPFvAp3UUCAKebDL4lRQDgKLCNxbVFAiJnuGJpZUUBi0lBG2DxRQJJwkonXQ1FAni9nWXMwUUCKxRlm5EZRQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"NuySv7v7UcBjk6AzuPZRwNQsOk3w7VHA0L+Z+Tn5UcBmvPz8OflRwF6oTvuPE1LAitGqihogUsDnDrXhVxxSwFQ7rqfZHlLA5w614VccUsDBZ6dtWyFSwPmnTnv9/FHAxlL5pYMEUsA27JK/u/tRwA==\"},\"shape\":[14],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+tozSwJ2UkDeo3A9CldSQKi5TiMtLVJAhOtRuB41UkByPQrXoyBSQJJn0NA/71FAwqcAGM/WUUCqrdhfdtFRQAjXo3A96lFApHA9CtcjUkAsgv+tZD9SQLRH4XoUXlJAdD0K16NwUkBC5zV2iWhSQPraM0sCdlJA\"},\"shape\":[15],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"tEfhehQuU0AwMGR1qyVTQCqGcqJdKVNAgMucLosTU0BW9bnaihVTQAJfmEwV5FJAZLpJDALpUkBWBkfJq8NSQNiHLqhvuVJAAAAAAADAUkB0ol2FlO9SQJZdonprEFNAtEfhehQuU0A=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/rhtxsiUU0BeXd7DOrNTQMr6FBSVylNAtiqrUE3TU0B26QMDxrpTQKAmDtpaq1NAhvZ3XVeYU0D8p1x195VTQA7lZgw3gVNAjhs3NhV6U0D+uG3GyJRTQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WoY41sVHUkB+aRg+IlRSQBI89x4uLVJAtIR80LMTUkDed0Xwv+NRQOJxio7k0lFA+CTpmsnTUUB8YTJVMLpRQKRh+IiYolFABk2EDU+hUUBoZmZmZqZRQCx6GcVyl1FA2K5Cyk+MUUDU1VbsL49RQBxj7lpChFFARArXo3B9UUAQN+Dzw0pRQFK4HoXrUVFArCuf5XlAUUDIbJBJRiJRQGTv/nivJlFAWrgehesxUUDgQexMoUdRQPBRuB6FS1FADtejcD06UUCc8e8zLjBRQKb8pNqnR1FA7CEa3UFgUUCS39v0Z2VRQOgoeXWOgVFAblDCTNufUUA0+grSjL9RQLbh6ZWy7FFAdmfttgsrUkDSCgxZ3URSQKag20saT1JAtIAJ3LpFUkCyogbTMARSQM7Shy6o6VFAAjtwzogoUkAeTWcngz1SQJaHhVrTHFJATqYKRiU9UkDWc9L7xilSQFqGONbFR1JA\"},\"shape\":[45],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"fhSuR+FaUkAsXI/C9WhSQGRmZmZmZlJAQArXo3BdUkB2PQrXozBSQH4UrkfhWlJA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"dBA7U+gMU0BADkqYaStTQLxdaK7TMlNAqsq+K4IbU0D4iJgSSd5SQJpS0O0l41JAemfttgsJU0BIQlvOpR5TQBY7U+i8DFNA+EpZhjjOUkCcap+Ox8JSQGpmZmZmylJArmg6OxmuUkDO8jy4O5lSQFrv/nivmlJAZmZmZma2UkCUaftXVsBSQL4Gtkqw3lJAhi9Mpgr+UkAIL/oK0gBTQEwH6/8c9lJAdBA7U+gMU0A=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"bATst4amU0CAqFz1e7NTQO5xjEtmtlNAZhX9SDyjU0CwtdAPG5pTQErsoPkKmlNAbATst4amU0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"MpZL5JtsU0DSFP3Iw39TQPSgIgjKiVNAzma1Z0SDU0CKd8Z43G5TQH7MG84wWlNAMpZL5JtsU0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"lpmZmZnZUUAerkfhevRRQOh6FK5HIVJA9Gc/UkROUkC4WFGDaV5SQE47/DVZeVJAAKXap+OLUkDsOEVHco9SQFwM5US7nFJA3vl+arySUkDwUbgehWtSQKaMf59xQVJAwpoDBHMMUkAgrP9zmPdRQPYoXI/C1VFABjFCeLS5UUCWmZmZmdlRQA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"7MXhYExpU0AQp1x15F9TQBwbNzbIYFNAfsh+F1Q3U0A47T1wdQdTQDjtPXB1B1NAcGS155n5UkCurzPZZwNTQOLOuITLHlNAVPuxCuwhU0A+IXEjIDhTQOzF4WBMaVNA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"nTV0OhBgUsCoohSOxlRSwGIy1wMZalLA+C46BxlqUsDIMteDq4BSwJyLyQ+vhVLAzJ9312F1UsDhebh+zl5SwNYMGCsYalLAnTV0OhBgUsA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QGBxCUhBSEBIaKt2/4dIQNiOas/VvEhAsETsnZn5SEAwtikowyVJQJjAAMxQM0lA3K/vurpGSUAsjs2YpGJJQIBrq3YCRUlABHgf0Vr/SEAM75bIUehIQMQy2wzXw0hA2HKCGgqXSEBkZA7AmWlIQKht5eN3L0hAQGBxCUhBSEA=\"},\"shape\":[16],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4Xm4fs5eUsBIJGMpwk9SwKrju5uNXVLAQOAen41dUsA2i8mPHG9SwMyfd9dhdVLAOcxwneN3UsDhebh+zl5SwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"uKN2Bh8FS0AoWMPBwRVLQJQuZzLw7EpAmMqdAqu0SkBs3ktKzYxKQJD/bezhUUpAhP5t7FcXSkCA/m1sGBdKQMjarhMIfkpA1LC1TVwPS0C4o3YGHwVLQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"OCG56tOOTECgoGrPp8tMQNBjYPhh80xA8MYpKAf8TEBkvFKEhehMQLx6q3YIu0xAqGiaZRJ/TED4f+XjCV5MQDghuerTjkxA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"wN798V4VM0CYMjhKXj0zQFDudygKdDNAECaN0TqCM0Bo/kP67dszQBhGCI82/jNAKNv5fmoUNEDYg57Nqj80QCAq499nRDRAmCO5/IcsNEA4tWytL/ozQLi/z7hw0DNA2Aw34POzM0DYRPXWwFYzQJC12y40DzNAOOyGbYvqMkDA3v3xXhUzQA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4JrJN9ukNED41RwgmMM0QAi30QDe6jRA2IZtizIDNUCgPbMkQO00QMDuycNC3TRAqMQgsHLINEAw5zV2iZI0QOCayTfbpDRA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"2J/gYkUtNUAI2xZlNjg1QMCHaHQHGTVACEEOSpgRNUDYn+BiRS01QA==\"},\"shape\":[5],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"mMCtu3lSNUAIcm2oGKc1QEiKyLCKtzVAoHVUNUGUNUCQVBhbCIo1QFD2XRH8TzVAAII5evxGNUCAaHQHsUM1QJjArbt5UjVA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"FxpS0s/fU8CQ3+Qx98JTwJXiga5krFPAKDQ6zVSYU8DeERgrS45TwP/N02YfplPAlMo2ah+mU8CaTIWFrbdTwMQ0Ogdxu1PAKTU6hwPSU8AUW/nfluhTwBcaUtLP31PA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+KscWmT7NUAYms5OBjc2QDj430p2PDZAqE5AE2EjNkCQcoV3uRA2QPix9KEL4jVA+KscWmT7NUA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"8K9Bc3r0TUAsQATplCVOQHRRFXosMU5ADBeo2UUbTkDECDT/f/hNQLDAUoSR4E1A8K9Bc3r0TUA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"pIirdinkT0CUbMPB8rNPQESVH1GtqE9ARP8i7hqwT0BMZYlU45hPQOTAGBcMfU9ArD/K+yOYT0AUc/2uFKZPQDzdAMwut09AaKD29PTYT0B0L7nqzMtPQKSIq3Yp5E9A\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"oOlDrCKOMMAEAAAAAOAwwPj/////fzbAAAAAAAAgPMAGAAAAAOBAwP7/////r0PAAgAAAACARsD7/////09JwAAAAAAAIEzABQAAAADwTsD//////99QwAIAAAAASFLA/v////+vU8AAAAAAABhVwLZnlgSoLVXAHmKnrzBRScCg6UOsIo4wwA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"0GMrgrE+UEAEAAAAAPBOQAAAAAAAIExACAAAAABQSUAEAAAAAIBGQPz/////r0NABAAAAADgQEAAAAAAACA8QBAAAAAAgDZACAAAAADgMED4/////38mQCAAAAAAgBZAAAAAAAAAAADA/////38WwPj/////fybAcNYymy8RMMBoXL02y3Q4QNBjK4KxPlBA\"},\"shape\":[18],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"xB14wEK1UUAubpifrT1RQPhFCDB4eVFAxB14wEK1UUA=\"},\"shape\":[4],\"dtype\":\"float64\",\"order\":\"little\"}]]]]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p9684\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p9685\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"MultiPolygons\",\"id\":\"p9680\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_color\":{\"type\":\"value\",\"value\":\"#97b6e1\"},\"fill_color\":{\"type\":\"value\",\"value\":\"#97b6e1\"}}},\"selection_glyph\":{\"type\":\"object\",\"name\":\"MultiPolygons\",\"id\":\"p9686\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_color\":{\"type\":\"value\",\"value\":\"#97b6e1\"},\"line_alpha\":{\"type\":\"value\",\"value\":1.0},\"line_width\":{\"type\":\"value\",\"value\":1},\"line_join\":{\"type\":\"value\",\"value\":\"bevel\"},\"line_cap\":{\"type\":\"value\",\"value\":\"butt\"},\"line_dash\":{\"type\":\"value\",\"value\":[]},\"line_dash_offset\":{\"type\":\"value\",\"value\":0},\"fill_color\":{\"type\":\"value\",\"value\":\"#97b6e1\"},\"fill_alpha\":{\"type\":\"value\",\"value\":1.0},\"hatch_color\":{\"type\":\"value\",\"value\":\"black\"},\"hatch_alpha\":{\"type\":\"value\",\"value\":1.0},\"hatch_scale\":{\"type\":\"value\",\"value\":12.0},\"hatch_pattern\":{\"type\":\"value\",\"value\":null},\"hatch_weight\":{\"type\":\"value\",\"value\":1.0}}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"MultiPolygons\",\"id\":\"p9681\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_color\":{\"type\":\"value\",\"value\":\"#97b6e1\"},\"line_alpha\":{\"type\":\"value\",\"value\":0.1},\"fill_color\":{\"type\":\"value\",\"value\":\"#97b6e1\"},\"fill_alpha\":{\"type\":\"value\",\"value\":0.1},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.1}}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"MultiPolygons\",\"id\":\"p9682\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_color\":{\"type\":\"value\",\"value\":\"#97b6e1\"},\"line_alpha\":{\"type\":\"value\",\"value\":0.2},\"fill_color\":{\"type\":\"value\",\"value\":\"#97b6e1\"},\"fill_alpha\":{\"type\":\"value\",\"value\":0.2},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.2}}}}},{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"p9697\",\"attributes\":{\"data_source\":{\"type\":\"object\",\"name\":\"ColumnDataSource\",\"id\":\"p9688\",\"attributes\":{\"selected\":{\"type\":\"object\",\"name\":\"Selection\",\"id\":\"p9689\",\"attributes\":{\"indices\":[],\"line_indices\":[]}},\"selection_policy\":{\"type\":\"object\",\"name\":\"UnionRenderers\",\"id\":\"p9690\"},\"data\":{\"type\":\"map\",\"entries\":[[\"xs\",[[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"23JxBMQTVED//////59UQAAAAAAAQFVAAAAAAADgVUCckA7CR1JWQAAAAAAA4FVAAAAAAABAVUD//////59UQNtycQTEE1RA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"7gMmIbplVED//////59UQAAAAAAAQFVAAAAAAADgVUABAAAAAIBWQAAAAAAAIFdAFVNqHX+JV0ABAAAAAMBXQAAAAAAAYFhAAAAAAAAAWUAAAAAAAABZQAAAAAAAYFhAAQAAAADAV0AAAAAAACBXQAEAAAAAgFZAnJAOwkdSVkAAAAAAAOBVQAAAAAAAQFVA//////+fVEDbcnEExBNUQAAAAAAAAFRAWyTwu7ijU0AAAAAAAABUQO4DJiG6ZVRA\"},\"shape\":[24],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"BHH0bYQoVUAAAAAAAEBVQAAAAAAA4FVAAQAAAACAVkB0hnMYrB9XQAAAAAAAIFdAAQAAAADAV0AAAAAAAGBYQAAAAAAAAFlAAAAAAAAAWUAAAAAAAABZQAAAAAAAYFhAAQAAAADAV0AVU2odf4lXQAAAAAAAIFdAAQAAAACAVkAAAAAAAOBVQAAAAAAAQFVA//////+fVEDuAyYhumVUQAAAAAAAAFRAWyTwu7ijU0D//////19TQM6SwkhlUVNA//////9fU0B0vdKZzP9TQAAAAAAAAFRA//////+fVEAEcfRthChVQA==\"},\"shape\":[29],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"tZpuacfHVEAAAAAAAEBVQAAAAAAA4FVAAQAAAACAVkAAAAAAACBXQAEAAAAAwFdAAAAAAABgWEAAAAAAAABZQAAAAAAAAFlAAAAAAAAAWUAAAAAAAGBYQAEAAAAAwFdAAAAAAAAgV0B0hnMYrB9XQAEAAAAAgFZAAAAAAADgVUAAAAAAAEBVQANx9G2EKFVA//////+fVEAAAAAAAABUQHK90pnM/1NA//////9fU0DOksJIZVFTQJgTSwRqIVNA//////9fU0Bw19P0ZMRTQAAAAAAAAFRA//////+fVEC1mm5px8dUQA==\"},\"shape\":[29],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EVrlJclaVkABAAAAAIBWQIFotbnFq1ZAAAAAAAAgV0ABAAAAAMBXQAAAAAAAYFhAItV6gYaJWEAAAAAAAABZQAAAAAAAAFlAAAAAAAAAWUAAAAAAAGBYQAEAAAAAwFdAAAAAAAAgV0ABAAAAAIBWQAAAAAAA4FVAAAAAAABAVUC1mm5px8dUQP//////n1RAAAAAAAAAVEBw19P0ZMRTQP//////X1NAmBNLBGohU0BhlNO/bvFSQP//////X1NAa/HUT/2IU0AAAAAAAABUQKqXMfo8clRA//////+fVEAAAAAAAEBVQP//////31VAEVrlJclaVkA=\"},\"shape\":[31],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"I63mcQizWEAAAAAAAABZQAAAAAAAAFlAAAAAAAAAWUAi1XqBholYQAAAAAAAYFhAAQAAAADAV0AAAAAAACBXQIFotbnFq1ZAAQAAAACAVkARWuUlyVpWQAAAAAAA4FVAAAAAAABAVUD//////59UQKqXMfo8clRAAAAAAAAAVEBr8dRP/YhTQP//////X1NAYZTTv27xUkArFVx7c8FSQA2IFSx6TVNA//////9fU0AAAAAAAABUQI1QS32EJFRA//////+fVEAAAAAAAEBVQPGIVh5nUVVAAAAAAADgVUABAAAAAIBWQAAAAAAAIFdAAQAAAADAV0AAAAAAAGBYQCOt5nEIs1hA\"},\"shape\":[33],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AAAAAABAUEAAAAAAAEBQQP//////31BAnVoZXxZDUUD//////99QQAAAAAAAQFBA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"D7Dnu2DBWEAAAAAAAABZQAAAAAAAAFlAAAAAAAAAWUAjreZxCLNYQAAAAAAAYFhAAQAAAADAV0AAAAAAACBXQAEAAAAAgFZAAAAAAADgVUDxiFYeZ1FVQAAAAAAAQFVA//////+fVECNUEt9hCRUQAAAAAAAAFRA//////9fU0ANiBUsek1TQCsVXHtzwVJAAQAAAADAUkDykMLj0VxSQAEAAAAAwFJA5AlC1bkRU0D//////19TQJjApTXW01NAAAAAAAAAVED//////59UQIKvEC0P4FRAAAAAAABAVUAAAAAAAOBVQAEAAAAAgFZAAAAAAAAgV0ABAAAAAMBXQMmTzWHf7ldAAAAAAABgWEAPsOe7YMFYQA==\"},\"shape\":[35],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AAAAAABAUEAAAAAAAEBQQP//////31BA0lXmwwD7UED//////39RQL33sktrxlFA//////9/UUCdWhlfFkNRQP//////31BAAAAAAABAUEAAAAAAAEBQQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[51],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"2e2exzhSWEAAAAAAAGBYQFE06UKorlhAAAAAAAAAWUAAAAAAAABZQAAAAAAAAFlAAAAAAAAAWUAAAAAAAGBYQPSXPR49G1hA2e2exzhSWEA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"29FTGvAXU0D//////19TQFLWBxA4uVNAhRKKBpOSU0D//////19TQAEAAAAAwFJARDHspBqlUkABAAAAAMBSQNvRUxrwF1NA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"6q3a5po8VUAAAAAAAEBVQAAAAAAA4FVAAQAAAACAVkDRMCdZt9BWQAEAAAAAgFZAAAAAAADgVUAAAAAAAEBVQOqt2uaaPFVA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AAAAAABAUEAAAAAAAEBQQPHEzWQbkFBA///////fUEDXqbyAKOZQQBgaYyvPHlFAnw+pGicjUUBkw3ZHA/dQQFzFKkq/6lBA///////fUEAAAAAAAEBQQAAAAAAAQFBAAAAAAABAUEAAAAAAAEBQQAAAAAAAQFBAAAAAAABAUEAAAAAAAEBQQA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[57],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[70],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"//////9fU0Db0VMa8BdTQAEAAAAAwFJARDHspBqlUkABAAAAAMBSQP7/////X1NAhRKKBpOSU0BS1gcQOLlTQP//////X1NA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AQAAAABAVUDqrdrmmjxVQAEAAAAAQFVAAAAAAADgVUABAAAAAIBWQNEwJ1m30FZAAQAAAACAVkAAAAAAAOBVQAEAAAAAQFVA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]]]],[\"ys\",[[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QnkN5TWUQEDxA8zvkCRAQHf8NQXkWT9A7H992qUwQEBCeQ3lNZRAQEJ5DeU1lEBAQnkN5TWUQEBCeQ3lNZRAQEJ5DeU1lEBA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"NJTXUF5DP0BdfuvWPOc+QM52J94cMj5ATMRe9AaIPUBWJbKt3RI+QFMM09Aa3D5ANJTXUF5DP0ANBH43S5M/QGFhVymtfT9AvHLdI3WRQEBCeQ3lNZRAQEJ5DeU1lEBAQnkN5TWUQEBCeQ3lNZRAQEJ5DeU1lEBAQnkN5TWUQEDsf33apTBAQHf8NQXkWT9A8QPM75AkQEBCeQ3lNZRAQEJ5DeU1lEBAQnkN5TWUQEAGy3p3nh5AQDSU11BeQz9A\"},\"shape\":[24],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4jWU11BePUDLHFMhDzs9QBMyRaTw2TxAz5v+BqbUPEDiNZTXUF49QHZy8p3nXj1AMCtgeFwmPkDptlQ7sNY9QCQRt2NSAT5ANJTXUF5DP0C8ct0jdZFAQGFhVymtfT9ADQR+N0uTP0A0lNdQXkM/QFMM09Aa3D5AViWyrd0SPkBMxF70Bog9QM52J94cMj5AWX7r1jznPkA0lNdQXkM/QAbLeneeHkBAQnkN5TWUQEBCeQ3lNZRAQEJ5DeU1lEBADyl6Ksp7QEA0lNdQXkM/QD0/CajmQj9Am5Vy5wVFPkDiNZTXUF49QA==\"},\"shape\":[29],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4jWU11BePUB50GJiUak8QMyT64KgSTxAfUZGPEIbPEBeyGooIZE8QGYH5VlTCT1APWaBuj6qPEDuQxEaEEc8QOI1lNdQXj1AJBG3Y1IBPkDptlQ7sNY9QDArYHhcJj5Ac3LynedePUDiNZTXUF49QNKb/gam1DxAEzJFpPDZPEDLHFMhDzs9QOI1lNdQXj1Am5Vy5wVFPkA9Pwmo5kI/QDGU11BeQz9ADyl6Ksp7QEBCeQ3lNZRAQEJ5DeU1lEBA/m0rjC8rQEA0lNdQXkM/QPvtsUM1uD5AgD8IMMGhPUDiNZTXUF49QA==\"},\"shape\":[29],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"k9dQXkN5O0ACMxu6U2Q7QJPXUF5DeTtA1kKVugzCO0DZJkGySzU8QCfaxuBnoztAk9dQXkN5O0A74xOKWKQ6QJPXUF5DeTtA7kMRGhBHPEA9ZoG6Pqo8QGYH5VlTCT1AXshqKCGRPEB8RkY8Qhs8QMyT64KgSTxAedBiYlGpPEDiNZTXUF49QIA/CDDBoT1A++2xQzW4PkA0lNdQXkM/QP5tK4wvK0BAQnkN5TWUQEBCeQ3lNZRAQLxDHrIItD9ANJTXUF5DP0DnI21Auyw+QOI1lNdQXj1AVxhWTwIGPUCqno3lxxY8QPKqvLmLuDtAk9dQXkN5O0A=\"},\"shape\":[31],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"P3kN5TWUOUAk3YOhg/g4QD95DeU1lDlAO+MTilikOkCT11BeQ3k7QCfaxuBnoztA2SZBsks1PEDWQpW6DMI7QJPXUF5DeTtAAjMbulNkO0CT11BeQ3k7QPKqvLmLuDtAqp6N5ccWPEBXGFZPAgY9QOI1lNdQXj1A5yNtQLssPkA0lNdQXkM/QLtDHrIItD9AQnkN5TWUQEBBeQ3lNZRAQDSU11BeQz9A55cT0ioMP0DHfjC7eqA9QOI1lNdQXj1A5gMXqFpvPEAa67BRdYM7QJPXUF5DeTtAFDjAzWAbO0C6ke/93MQ6QIvk6ZlB3zpAQNKcjW5OO0CQUQ0Z4j86QD95DeU1lDlA\"},\"shape\":[33],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QnkN5TWUQECKOUatfkdAQPAhcp/pFEBAQnkN5TWUQEBCeQ3lNZRAQEJ5DeU1lEBA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"8RrKayivN0CMjOXPgRc3QPEaymsorzdAJN2DoYP4OEA+eQ3lNZQ5QJBRDRniPzpAQNKcjW5OO0CL5OmZQd86QLqR7/3cxDpAFTjAzWAbO0CT11BeQ3k7QBrrsFF1gztA5gMXqFpvPEDiNZTXUF49QMd+MLt6oD1A45cT0ioMP0A0lNdQXkM/QEF5DeU1lEBAQnkN5TWUQEBCeQ3lNZRAQOMLrXA1MEBANJTXUF5DP0Bf9yHwPlk+QOI1lNdQXj1AUiTrSez2PEDuGJ5N29c7QJPXUF5DeTtAZBKaJ2rhOkD8gOtFlnQ6QG9VkSOFJDpAmZxRttLwOUAdudWI9uU5QD95DeU1lDlAEiYAZQQlOEDxGsprKK83QA==\"},\"shape\":[35],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"NJTXUF5DP0AtbErN1eg+QL6+znMw7T5ANJTXUF5DP0BWQTbojkxAQEF5DeU1lEBAQnkN5TWUQEBCeQ3lNZRAQPAhcp/pFEBAijlGrX5HQEA0lNdQXkM/QA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[51],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"v2sor6G8BkA2upod7n8FQADlNZTXUO4/AOU1lNdQ7j+/ayivobwGQCKvobyG8hJAhmsp4xq8FUBHZUWZ2MMXQCKvobyG8hJAv2sor6G8BkA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"eA3lNZTXJEB1bcr+CBwjQHgN5TWU1yRAGMprKK+hKEAs4W+/U2oqQMQ3q0QESCpAGMprKK+hKED7C9NWDcYnQHgN5TWU1yRA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"eA3lNZTXJEBrP8k1+3MkQKTakHCLNCJApjkXSYQhI0B4DeU1lNckQCJcEbdYZShAZ7EeUtviJ0C3B3bSgAklQHgN5TWU1yRA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"uIbyGsprLEDzEEmZ66UpQLiG8hrKayxAxXTrtJ/dL0CsobyG8howQP///////zFAT15DeQ3lM0CfvIbyGso1QPEaymsorzdAOrBLFNfYN0DmnZgsbJE4QPEaymsorzdAn7yG8hrKNUBPXkN5DeUzQP///////zFArKG8hvIaMEC4hvIaymssQA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[57],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[70],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"dW3K/ggcI0B4DeU1lNckQPsL01YNxidAGMprKK+hKEDEN6tEBEgqQCzhb79TaipAF8prKK+hKEB4DeU1lNckQHVtyv4IHCNA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"az/JNftzJEB4DeU1lNckQLcHdtKACSVAarEeUtviJ0AiXBG3WGUoQHgN5TWU1yRApjkXSYQhI0Cm2pBwizQiQGs/yTX7cyRA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]]]],[\"tas\",{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AAAAAACgcEAAAAAAAOBwQAAAAAAAIHFAAAAAAABgcUAAAAAAAKBxQAAAAAAA4HFAAAAAAAAgckAAAAAAAGByQAAAAAAAoHJAAAAAAADgckA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p9698\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p9699\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"MultiPolygons\",\"id\":\"p9694\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_alpha\":{\"type\":\"value\",\"value\":0},\"fill_color\":{\"type\":\"field\",\"field\":\"tas\",\"transform\":{\"type\":\"object\",\"name\":\"LinearColorMapper\",\"id\":\"p9687\",\"attributes\":{\"palette\":[\"#fff5f0\",\"#feece3\",\"#fee3d7\",\"#fdd6c5\",\"#fcc7b1\",\"#fcb69c\",\"#fca689\",\"#fc9474\",\"#fb8363\",\"#fb7252\",\"#f86043\",\"#f34b36\",\"#ed392b\",\"#dd2924\",\"#ce1b1e\",\"#be141a\",\"#ae1117\",\"#990c13\",\"#800610\",\"#67000c\"],\"low\":250,\"high\":320}}},\"fill_alpha\":{\"type\":\"value\",\"value\":0.7},\"hatch_color\":{\"type\":\"value\",\"value\":\"#30a2da\"},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.7}}},\"selection_glyph\":{\"type\":\"object\",\"name\":\"MultiPolygons\",\"id\":\"p9703\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_color\":{\"type\":\"value\",\"value\":\"black\"},\"line_alpha\":{\"type\":\"value\",\"value\":0},\"line_width\":{\"type\":\"value\",\"value\":1},\"line_join\":{\"type\":\"value\",\"value\":\"bevel\"},\"line_cap\":{\"type\":\"value\",\"value\":\"butt\"},\"line_dash\":{\"type\":\"value\",\"value\":[]},\"line_dash_offset\":{\"type\":\"value\",\"value\":0},\"fill_color\":{\"type\":\"field\",\"field\":\"tas\",\"transform\":{\"id\":\"p9687\"}},\"fill_alpha\":{\"type\":\"value\",\"value\":0.7},\"hatch_color\":{\"type\":\"value\",\"value\":\"#30a2da\"},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.7},\"hatch_scale\":{\"type\":\"value\",\"value\":12.0},\"hatch_pattern\":{\"type\":\"value\",\"value\":null},\"hatch_weight\":{\"type\":\"value\",\"value\":1.0}}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"MultiPolygons\",\"id\":\"p9695\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_alpha\":{\"type\":\"value\",\"value\":0},\"fill_color\":{\"type\":\"field\",\"field\":\"tas\",\"transform\":{\"id\":\"p9687\"}},\"fill_alpha\":{\"type\":\"value\",\"value\":0.7},\"hatch_color\":{\"type\":\"value\",\"value\":\"#30a2da\"},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.1}}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"MultiPolygons\",\"id\":\"p9696\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_alpha\":{\"type\":\"value\",\"value\":0.2},\"fill_color\":{\"type\":\"field\",\"field\":\"tas\",\"transform\":{\"id\":\"p9687\"}},\"fill_alpha\":{\"type\":\"value\",\"value\":0.2},\"hatch_color\":{\"type\":\"value\",\"value\":\"#30a2da\"},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.2}}}}}],\"toolbar\":{\"type\":\"object\",\"name\":\"Toolbar\",\"id\":\"p9645\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p9614\",\"attributes\":{\"renderers\":\"auto\",\"zoom_on_axis\":false}},{\"type\":\"object\",\"name\":\"BoxZoomTool\",\"id\":\"p9615\",\"attributes\":{\"overlay\":{\"type\":\"object\",\"name\":\"BoxAnnotation\",\"id\":\"p1172\",\"attributes\":{\"syncable\":false,\"level\":\"overlay\",\"visible\":false,\"left\":{\"type\":\"number\",\"value\":\"nan\"},\"right\":{\"type\":\"number\",\"value\":\"nan\"},\"top\":{\"type\":\"number\",\"value\":\"nan\"},\"bottom\":{\"type\":\"number\",\"value\":\"nan\"},\"left_units\":\"canvas\",\"right_units\":\"canvas\",\"top_units\":\"canvas\",\"bottom_units\":\"canvas\",\"line_color\":\"black\",\"line_alpha\":1.0,\"line_width\":2,\"line_dash\":[4,4],\"fill_color\":\"lightgrey\",\"fill_alpha\":0.5}},\"match_aspect\":true}},{\"type\":\"object\",\"name\":\"HoverTool\",\"id\":\"p9635\",\"attributes\":{\"tags\":[\"hv_created\"],\"renderers\":[{\"id\":\"p9697\"}],\"tooltips\":[[\"Near-Surface Air Temperature (K)\",\"@{tas}\"]]}},{\"type\":\"object\",\"name\":\"SaveTool\",\"id\":\"p9658\"},{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p9659\"},{\"type\":\"object\",\"name\":\"ResetTool\",\"id\":\"p9660\"}],\"active_drag\":{\"id\":\"p9659\"}}},\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p9653\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p9654\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p9655\"},\"axis_label\":\"Latitude\",\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p9656\"}}}],\"right\":[{\"type\":\"object\",\"name\":\"ColorBar\",\"id\":\"p9701\",\"attributes\":{\"location\":[0,0],\"title\":\"Yearly Average Temperature (K)\",\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p9700\",\"attributes\":{\"mantissas\":[1,2,5]}},\"major_label_policy\":{\"type\":\"object\",\"name\":\"NoOverlap\",\"id\":\"p9702\"},\"label_standoff\":8,\"major_tick_line_color\":\"black\",\"bar_line_color\":\"black\",\"color_mapper\":{\"id\":\"p9687\"}}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p9648\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p9649\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p9650\"},\"axis_label\":\"Longitude\",\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p9651\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p9652\",\"attributes\":{\"axis\":{\"id\":\"p9648\"},\"grid_line_color\":null}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p9657\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"p9653\"},\"grid_line_color\":null}}],\"frame_width\":330,\"frame_height\":300,\"min_border_top\":10,\"min_border_bottom\":10,\"min_border_left\":10,\"min_border_right\":10,\"output_backend\":\"webgl\",\"match_aspect\":true}},{\"type\":\"object\",\"name\":\"panel.models.layout.Column\",\"id\":\"p9704\",\"attributes\":{\"name\":\"WidgetBox63612\",\"css_classes\":[\"panel-widget-box\"],\"stylesheets\":[\"\\n:host(.pn-loading):before, .pn-loading:before {\\n  background-color: #c3c3c3;\\n  mask-size: auto calc(min(50%, 400px));\\n  -webkit-mask-size: auto calc(min(50%, 400px));\\n}\",{\"id\":\"p9708\"},{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"p9715\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.4.1/dist/css/widgetbox.css\"}},{\"id\":\"p9713\"},{\"id\":\"p9706\"},{\"id\":\"p9707\"}],\"margin\":0,\"align\":[\"center\",\"end\"],\"children\":[{\"type\":\"object\",\"name\":\"panel.models.layout.Column\",\"id\":\"p9705\",\"attributes\":{\"name\":\"Column63621\",\"stylesheets\":[\"\\n:host(.pn-loading):before, .pn-loading:before {\\n  background-color: #c3c3c3;\\n  mask-size: auto calc(min(50%, 400px));\\n  -webkit-mask-size: auto calc(min(50%, 400px));\\n}\",{\"id\":\"p9708\"},{\"id\":\"p9713\"},{\"id\":\"p9706\"},{\"id\":\"p9707\"}],\"margin\":0,\"align\":\"start\",\"children\":[{\"type\":\"object\",\"name\":\"Div\",\"id\":\"p9709\",\"attributes\":{\"stylesheets\":[\"\\n:host(.pn-loading):before, .pn-loading:before {\\n  background-color: #c3c3c3;\\n  mask-size: auto calc(min(50%, 400px));\\n  -webkit-mask-size: auto calc(min(50%, 400px));\\n}\",{\"id\":\"p9708\"},{\"id\":\"p9706\"},{\"id\":\"p9707\"}],\"margin\":[5,0,0,10],\"align\":\"start\",\"text\":\"time: <b>1900-01-01 00:00:00</b>\"}},{\"type\":\"object\",\"name\":\"Slider\",\"id\":\"p9711\",\"attributes\":{\"js_property_callbacks\":{\"type\":\"map\",\"entries\":[[\"change:value\",[{\"type\":\"object\",\"name\":\"CustomJS\",\"id\":\"p9719\",\"attributes\":{\"tags\":[[13389679056,[null,\"value\"],[null,null]]],\"args\":{\"type\":\"map\",\"entries\":[[\"bidirectional\",false],[\"properties\",{\"type\":\"map\"}],[\"source\",{\"id\":\"p9711\"}],[\"target\",{\"id\":\"p9709\"}]]},\"code\":\"try { \\n    var labels = ['time: <b>1900-01-01 00:00:00</b>', 'time: <b>1901-01-01 00:00:00</b>', 'time: <b>1902-01-01 00:00:00</b>', 'time: <b>1903-01-01 00:00:00</b>', 'time: <b>1904-01-01 00:00:00</b>', 'time: <b>1905-01-01 00:00:00</b>', 'time: <b>1906-01-01 00:00:00</b>', 'time: <b>1907-01-01 00:00:00</b>', 'time: <b>1908-01-01 00:00:00</b>', 'time: <b>1909-01-01 00:00:00</b>', 'time: <b>1910-01-01 00:00:00</b>', 'time: <b>1911-01-01 00:00:00</b>', 'time: <b>1912-01-01 00:00:00</b>', 'time: <b>1913-01-01 00:00:00</b>', 'time: <b>1914-01-01 00:00:00</b>', 'time: <b>1915-01-01 00:00:00</b>', 'time: <b>1916-01-01 00:00:00</b>', 'time: <b>1917-01-01 00:00:00</b>', 'time: <b>1918-01-01 00:00:00</b>', 'time: <b>1919-01-01 00:00:00</b>', 'time: <b>1920-01-01 00:00:00</b>', 'time: <b>1921-01-01 00:00:00</b>', 'time: <b>1922-01-01 00:00:00</b>', 'time: <b>1923-01-01 00:00:00</b>', 'time: <b>1924-01-01 00:00:00</b>', 'time: <b>1925-01-01 00:00:00</b>', 'time: <b>1926-01-01 00:00:00</b>', 'time: <b>1927-01-01 00:00:00</b>', 'time: <b>1928-01-01 00:00:00</b>', 'time: <b>1929-01-01 00:00:00</b>', 'time: <b>1930-01-01 00:00:00</b>', 'time: <b>1931-01-01 00:00:00</b>', 'time: <b>1932-01-01 00:00:00</b>', 'time: <b>1933-01-01 00:00:00</b>', 'time: <b>1934-01-01 00:00:00</b>', 'time: <b>1935-01-01 00:00:00</b>', 'time: <b>1936-01-01 00:00:00</b>', 'time: <b>1937-01-01 00:00:00</b>', 'time: <b>1938-01-01 00:00:00</b>', 'time: <b>1939-01-01 00:00:00</b>', 'time: <b>1940-01-01 00:00:00</b>', 'time: <b>1941-01-01 00:00:00</b>', 'time: <b>1942-01-01 00:00:00</b>', 'time: <b>1943-01-01 00:00:00</b>', 'time: <b>1944-01-01 00:00:00</b>', 'time: <b>1945-01-01 00:00:00</b>', 'time: <b>1946-01-01 00:00:00</b>', 'time: <b>1947-01-01 00:00:00</b>', 'time: <b>1948-01-01 00:00:00</b>', 'time: <b>1949-01-01 00:00:00</b>', 'time: <b>1950-01-01 00:00:00</b>', 'time: <b>1951-01-01 00:00:00</b>', 'time: <b>1952-01-01 00:00:00</b>', 'time: <b>1953-01-01 00:00:00</b>', 'time: <b>1954-01-01 00:00:00</b>', 'time: <b>1955-01-01 00:00:00</b>', 'time: <b>1956-01-01 00:00:00</b>', 'time: <b>1957-01-01 00:00:00</b>', 'time: <b>1958-01-01 00:00:00</b>', 'time: <b>1959-01-01 00:00:00</b>', 'time: <b>1960-01-01 00:00:00</b>', 'time: <b>1961-01-01 00:00:00</b>', 'time: <b>1962-01-01 00:00:00</b>', 'time: <b>1963-01-01 00:00:00</b>', 'time: <b>1964-01-01 00:00:00</b>', 'time: <b>1965-01-01 00:00:00</b>', 'time: <b>1966-01-01 00:00:00</b>', 'time: <b>1967-01-01 00:00:00</b>', 'time: <b>1968-01-01 00:00:00</b>', 'time: <b>1969-01-01 00:00:00</b>', 'time: <b>1970-01-01 00:00:00</b>', 'time: <b>1971-01-01 00:00:00</b>', 'time: <b>1972-01-01 00:00:00</b>', 'time: <b>1973-01-01 00:00:00</b>', 'time: <b>1974-01-01 00:00:00</b>', 'time: <b>1975-01-01 00:00:00</b>', 'time: <b>1976-01-01 00:00:00</b>', 'time: <b>1977-01-01 00:00:00</b>', 'time: <b>1978-01-01 00:00:00</b>', 'time: <b>1979-01-01 00:00:00</b>', 'time: <b>1980-01-01 00:00:00</b>', 'time: <b>1981-01-01 00:00:00</b>', 'time: <b>1982-01-01 00:00:00</b>', 'time: <b>1983-01-01 00:00:00</b>', 'time: <b>1984-01-01 00:00:00</b>', 'time: <b>1985-01-01 00:00:00</b>', 'time: <b>1986-01-01 00:00:00</b>', 'time: <b>1987-01-01 00:00:00</b>', 'time: <b>1988-01-01 00:00:00</b>', 'time: <b>1989-01-01 00:00:00</b>', 'time: <b>1990-01-01 00:00:00</b>', 'time: <b>1991-01-01 00:00:00</b>', 'time: <b>1992-01-01 00:00:00</b>', 'time: <b>1993-01-01 00:00:00</b>', 'time: <b>1994-01-01 00:00:00</b>', 'time: <b>1995-01-01 00:00:00</b>', 'time: <b>1996-01-01 00:00:00</b>', 'time: <b>1997-01-01 00:00:00</b>', 'time: <b>1998-01-01 00:00:00</b>', 'time: <b>1999-01-01 00:00:00</b>', 'time: <b>2000-01-01 00:00:00</b>']\\n    target.text = labels[source.value]\\n     } catch(err) { console.log(err) }\"}}]]]},\"stylesheets\":[\"\\n:host(.pn-loading):before, .pn-loading:before {\\n  background-color: #c3c3c3;\\n  mask-size: auto calc(min(50%, 400px));\\n  -webkit-mask-size: auto calc(min(50%, 400px));\\n}\",{\"id\":\"p9708\"},{\"id\":\"p9706\"},{\"id\":\"p9707\"}],\"margin\":[0,10,5,10],\"align\":\"start\",\"show_value\":false,\"tooltips\":false,\"start\":0,\"end\":100,\"value\":0}}]}}]}}]}},{\"type\":\"object\",\"name\":\"panel.models.comm_manager.CommManager\",\"id\":\"p9720\",\"attributes\":{\"plot_id\":\"p9597\",\"comm_id\":\"d1d2512126d64bf68010c65ce7a4079f\",\"client_comm_id\":\"534a9597158c48e19e849b417fb65eee\"}}],\"defs\":[{\"type\":\"model\",\"name\":\"ReactiveHTML1\"},{\"type\":\"model\",\"name\":\"FlexBox1\",\"properties\":[{\"name\":\"align_content\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"align_items\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"flex_direction\",\"kind\":\"Any\",\"default\":\"row\"},{\"name\":\"flex_wrap\",\"kind\":\"Any\",\"default\":\"wrap\"},{\"name\":\"gap\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"justify_content\",\"kind\":\"Any\",\"default\":\"flex-start\"}]},{\"type\":\"model\",\"name\":\"FloatPanel1\",\"properties\":[{\"name\":\"config\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"contained\",\"kind\":\"Any\",\"default\":true},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"right-top\"},{\"name\":\"offsetx\",\"kind\":\"Any\",\"default\":null},{\"name\":\"offsety\",\"kind\":\"Any\",\"default\":null},{\"name\":\"theme\",\"kind\":\"Any\",\"default\":\"primary\"},{\"name\":\"status\",\"kind\":\"Any\",\"default\":\"normalized\"}]},{\"type\":\"model\",\"name\":\"GridStack1\",\"properties\":[{\"name\":\"mode\",\"kind\":\"Any\",\"default\":\"warn\"},{\"name\":\"ncols\",\"kind\":\"Any\",\"default\":null},{\"name\":\"nrows\",\"kind\":\"Any\",\"default\":null},{\"name\":\"allow_resize\",\"kind\":\"Any\",\"default\":true},{\"name\":\"allow_drag\",\"kind\":\"Any\",\"default\":true},{\"name\":\"state\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"drag1\",\"properties\":[{\"name\":\"slider_width\",\"kind\":\"Any\",\"default\":5},{\"name\":\"slider_color\",\"kind\":\"Any\",\"default\":\"black\"},{\"name\":\"value\",\"kind\":\"Any\",\"default\":50}]},{\"type\":\"model\",\"name\":\"click1\",\"properties\":[{\"name\":\"terminal_output\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"debug_name\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"clears\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"FastWrapper1\",\"properties\":[{\"name\":\"object\",\"kind\":\"Any\",\"default\":null},{\"name\":\"style\",\"kind\":\"Any\",\"default\":null}]},{\"type\":\"model\",\"name\":\"NotificationAreaBase1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"NotificationArea1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"notifications\",\"kind\":\"Any\",\"default\":[]},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0},{\"name\":\"types\",\"kind\":\"Any\",\"default\":[{\"type\":\"map\",\"entries\":[[\"type\",\"warning\"],[\"background\",\"#ffc107\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-exclamation-triangle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]},{\"type\":\"map\",\"entries\":[[\"type\",\"info\"],[\"background\",\"#007bff\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-info-circle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]}]}]},{\"type\":\"model\",\"name\":\"Notification\",\"properties\":[{\"name\":\"background\",\"kind\":\"Any\",\"default\":null},{\"name\":\"duration\",\"kind\":\"Any\",\"default\":3000},{\"name\":\"icon\",\"kind\":\"Any\",\"default\":null},{\"name\":\"message\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"notification_type\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_destroyed\",\"kind\":\"Any\",\"default\":false}]},{\"type\":\"model\",\"name\":\"TemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"BootstrapTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"TemplateEditor1\",\"properties\":[{\"name\":\"layout\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"MaterialTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"copy_to_clipboard1\",\"properties\":[{\"name\":\"fill\",\"kind\":\"Any\",\"default\":\"none\"},{\"name\":\"value\",\"kind\":\"Any\",\"default\":null}]}]}};\n",
-       "  var render_items = [{\"docid\":\"7a55e71a-9c88-4efb-8527-0ad5d614d04c\",\"roots\":{\"p9597\":\"d9a6b71b-4a11-4560-90bd-ac3bd179b452\"},\"root_ids\":[\"p9597\"]}];\n",
+       "  var docs_json = {\"fa09cafa-f3a7-43d0-8d0a-6593f5ca1865\":{\"version\":\"3.4.0\",\"title\":\"Bokeh Application\",\"roots\":[{\"type\":\"object\",\"name\":\"panel.models.layout.Column\",\"id\":\"p25555\",\"attributes\":{\"name\":\"Column115143\",\"stylesheets\":[\"\\n:host(.pn-loading):before, .pn-loading:before {\\n  background-color: #c3c3c3;\\n  mask-size: auto calc(min(50%, 400px));\\n  -webkit-mask-size: auto calc(min(50%, 400px));\\n}\",{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"p25666\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.4.1/dist/css/loading.css\"}},{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"p25671\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.4.1/dist/css/listpanel.css\"}},{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"p25664\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.4.1/dist/bundled/theme/default.css\"}},{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"p25665\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.4.1/dist/bundled/theme/native.css\"}}],\"margin\":0,\"align\":\"start\",\"children\":[{\"type\":\"object\",\"name\":\"Figure\",\"id\":\"p25594\",\"attributes\":{\"width\":null,\"height\":null,\"margin\":[5,10],\"sizing_mode\":\"fixed\",\"align\":\"start\",\"x_range\":{\"type\":\"object\",\"name\":\"Range1d\",\"id\":\"p25568\",\"attributes\":{\"tags\":[[[\"Longitude\",\"Longitude\",null]],[]],\"start\":61.818181818192436,\"end\":103.18181818180756,\"reset_start\":61.818181818192436,\"reset_end\":103.18181818180756}},\"y_range\":{\"type\":\"object\",\"name\":\"Range1d\",\"id\":\"p25569\",\"attributes\":{\"tags\":[[[\"Latitude\",\"Latitude\",null]],{\"type\":\"map\",\"entries\":[[\"invert_yaxis\",false],[\"autorange\",false]]}],\"start\":-2.273684210515685,\"end\":36.37894736841187,\"reset_start\":-2.273684210515685,\"reset_end\":36.37894736841187}},\"x_scale\":{\"type\":\"object\",\"name\":\"LinearScale\",\"id\":\"p25604\"},\"y_scale\":{\"type\":\"object\",\"name\":\"LinearScale\",\"id\":\"p25605\"},\"title\":{\"type\":\"object\",\"name\":\"Title\",\"id\":\"p25597\",\"attributes\":{\"text\":\"time: 1900-01-01 00:00:00\",\"text_color\":\"black\",\"text_font_size\":\"12pt\"}},\"renderers\":[{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"p25628\",\"attributes\":{\"data_source\":{\"type\":\"object\",\"name\":\"ColumnDataSource\",\"id\":\"p25619\",\"attributes\":{\"selected\":{\"type\":\"object\",\"name\":\"Selection\",\"id\":\"p25620\",\"attributes\":{\"indices\":[],\"line_indices\":[]}},\"selection_policy\":{\"type\":\"object\",\"name\":\"UnionRenderers\",\"id\":\"p25621\"},\"data\":{\"type\":\"map\",\"entries\":[[\"xs\",[[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"qH0dZjrJTcBU8vcm1O5NwCSyUJlvFE7A6Nhyu7AgT8A2UDRyPR9QwNqVeHZ3b1DA2pV4dndvUMDgcLndj5JQwCxk4nlpAlDAZGc1MQ7xTsAIqnn1yZFOwLCvs2IYTk7AqH0dZjrJTcA=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"pNORcKnmY8CgJkpPFSRkwPqXhzkTTmTAGWVUhuBgZMC0xICfIWJkwMCpmArQdmTAwKmYCtB2ZMBMJK24YmNkwD3pP/jXJ2TAKGC37+AHZMB8uKnbb+9jwKTTkXCp5mPA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"JJFQGc+TRsDQV4Cv3fVFwLCGFqy2vkXAPHw/CKyvRcBYI018qKpFwND98Gy1cEbAaK84TspAR8CMoic9djFIwCx+y621PUnAnMcP8g1tSsCYssRzBhVLwNwiAn52/krAcO5rgTPtScAAARrJ435JwKBz9AmrLknAFHaRQAL1SMCk76VuSqdIwFAQyBCPVEjAUBDIEI9USMB8jXn1YBNIwMQSAn7YVEfAJJFQGc+TRsA=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QtYVZ4lNXsC9iZd1zvpdwHbCBFxYrl3AfcahErLSXcAS7WCl3A5ewGS7LXLcZ17A99Dbf8qnXsCTzT6DyqdewLwzpen/mV7AQtYVZ4lNXsA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"kGOe789jX8CQDElaCgJfwJA5QmClJ1/AoKt/KmF6X8DYLs7LHtJfwHMrMc8e0l/Av3WvAL6jX8CQY57vz2NfwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"VkaetdG+WMDs1/2hn3hYwHxpXY5tMljAdjxkiNIMWMDItNv/9T5YwHioZ2WtjFjAHMVPGqbbWMAHZyMhJDJZwBhXEtBRc1nARFR1mSqVWcBEVHWZKpVZwNf6gs0NbVnAS9dgK5QbWcBWRp610b5YwA==\"},\"shape\":[14],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"CKNP2uIcUcDUHWSIXRVRwG74pO+lIFHAmpwV7TEyUcCg9gf5Z31RwAqOBFzbxFHAxnB/MNcYUsCMxdQFgflRwBT6Bzm2RFLAdpEEnCmMUsBiBt+cDL1SwDw2ddnOwFLAzMfUxZx6UsDMx9TFnHpSwIQ+TL29TlLA3uf2J8gEUsCIrYlH+/FRwCJYNDI47lHAIoGQgXnvUcAUffPKH8tRwMbD1EU1kFHAJuwwVV1uUcCk4VmxUl9RwExmRcO+Q1HA9tkfRG8uUcAIo0/a4hxRwA==\"},\"shape\":[26],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[561],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/P/////vUMDKzMzMzJxQwC4zMzMzQ1DAAgAAAABgUMDKzMzMzJxQwKyxS1RvvVDA4glLPKDSUMAUTWcngwlRwLJZ9bnaTlHA+ie4WFF9UcBuj6UPXcBRwIZa07zjEFLAajSAt0BSUsCUpzrkZqpSwMKxLm6jdVLA7iTpmskbUsAQs14M5cZRwEybOLnfpVHAYBVvZB6RUcAsdy0hH1ZRwDwEHEKVKFHAKDOin5MoUcD6/////w9RwPz/////71DA\"},\"shape\":[24],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"cGZmZmZGTcD8/////99MwGRmZmZmBk3AODMzMzOzTcDUzMzMzOxNwJCZmZmZWU7AnJmZmZmZTsAIAAAAAABOwCgzMzMzk03AcGZmZmZGTcA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"VrgeheuRUUBO4XoUri9RQLJH4XoULlFA8lG4HoU3UUCmcD0K1ztRQI7rUbgeZVFAmpmZmZmhUUCmcD0K16NRQFa4HoXrkVFA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"q9qoPLwsYkBt5X/gpktiQJGJ8B0TXWJAveLiaQ52YkArkSoLQIliQKsIogKEi2JAD2jOu42AYkDf4uLpP31iQKNuCOkQcmJAS0Ws2dlbYkAzfxn6OVViQDHUbk+MQWJAw4jwXdItYkDlWFphcSliQIuBtnD6FmJA5XNC1swXYkCr2qg8vCxiQA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"oXwI6aagZUCza/dX6adlQK+ix0GrvmVAbwL0OuzHZUBXVKzZ88dlQCdUrNkLvGVAH6kBryCnZUBfzsCHwpZlQKNCm0iQomVAV2S96t+JZUADIxZdfm5lQHcfeabsZWVAe3TO+7tTZUB7FKICmzplQFXT+nSiKmVAf+BuzykNZUC53NGYcPhkQGOD3wyp1WRACXkI6UrQZECta5ROfOFkQFkyJ264CWVAu2yUjmEeZUAB6Ki8XjVlQPs2xCTMUGVAz+iovABkZUDN3tEYO3JlQKey2NJbfmVAS3XOexyDZUBZva/2jZllQKF8COmmoGVA\"},\"shape\":[30],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"LSizk5XTZUBBcJSOxeplQD02J25x62VAAyJ5ZuL5ZUDn7kXzq/5lQLHh0RhsGGZAn6THwQouZkADttjSVEBmQJPRwAeMUGZAheLRmMpIZkDzGKICDj9mQFGrAa+fJmZAW0H+URQeZkCjrp7lDSFmQN1mvapYHGZA0cJMrUEQZkBHfgjpZQBmQN+3dYmq52VAxRo/OSziZUBLczHF1NRlQD1HOL9I52VAdRBoFc7cZUD59xyXXrplQDkC9LpFu2VAW1vmxmTSZUCbt3WJytdlQF9K1fVN1mVAiRMFTFjJZUA1W+ZGNcplQJ8FkXHpumVAZXIxxbuhZUBbCC4oWpRlQBmRtrA5oGVAK+qoPKSxZUCnmPBdisplQC0os5OV02VA\"},\"shape\":[36],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"8dg0ItfjZEBvIBZdrtdkQOeydUkSxmRAPQtoFS6vZEAb29HYjZpkQKssijdghWRAm8nAh/KAZEAngt8MuI5kQNtLDyOkoGRAQ6ieZbiuZEDrvEyt9bhkQJ1kWiEz02RA8dg0ItfjZEA=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"K7n8h/RLZkAhEvdY+lZmQIPF4cyvUWZAOcnIWdg9ZkBvF5rrNCxmQK/BNAwfKWZAx7tcxHc1ZkCBa2CrBERmQCu5/If0S2ZA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"7XC6/v9/ZkDhBoMOp2tmQGt3sa8zV2ZAneBATRlTZkDz0YRsF2NmQDnV/Hc7bWZAhbfT/v9/ZkAAAAAAAIBmQO1wuv7/f2ZA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/P////9/ZsD8/////39mwAAAAAAAgGbA/P////9/ZsA=\"},\"shape\":[4],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"ZT0KF1t9ZsAAAAAAAIBmwAAAAAAAgGbA73Pa4GJ5ZsBlPQoXW31mwA==\"},\"shape\":[5],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"5/7zOgn7ZEDZIBZdfPBkQNN8pZ/C5WRAdbN1CfDmZEDn/vM6CftkQA==\"},\"shape\":[5],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"5WRaYXLjZEAFPP4RpOhkQP3A6eMJ4GRAc4PfjGHZZEDrqJ6ly9RkQMvA6eMh1GRA5WRaYXLjZEA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[49],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[224],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"3YDfDM9DZECHz/q0wUxkQHPq4qlmNmRAD1TmxjsqZEA3WyA0Wz1kQN2A3wzPQ2RA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"IsOtiMwtXkBaCo+D4RJeQNox65LwvV1AesyErJ75XUCSG6CUPxteQM6/ENKhMV5AIsOtiMwtXkA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"r876dEUbZECL3wuGzQ5kQJtFcqwu+2NAK41T53r0Y0Af3wuGfvZjQH18QladC2RAq3xCVggWZECvzvp0RRtkQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Y3YIacI1ZEDNxCPR8DBkQEEFy145GWRAn3xCVo8SZEBXBcvecB1kQI/cbs/1KGRAY3YIacI1ZEA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"bsBzm+YbX0B2XKprHuVeQP7M53Vw3V5AYkuZWjPjXkCqtZx3uP5eQJa91uT+PV9AYmiBD4VFX0C2lXrVnHxfQHKWetVCqV9ACqFReUO9X0BqZ+TYf9VfQMIioJTzvV9AjnNYs0F7X0Bu3FtQqkVfQG7Ac5vmG19A\"},\"shape\":[15],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"6p2L5pl5XUD2DsnwrZBdQJab7q84uF1A3pvurxjIXUCOYIEPG35dQEZ0L1fGUV1Atq2cd14vXUDe3TL0W0VdQJ4AVRZzaF1A6p2L5pl5XUA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"3n3MjdO5XkBai0BocrBeQGI065JJUF5AQiV3OCn7XUCiUXB+8PpdQLJLNhHELV5AtqGL5t1VXkCW/hqpeIBeQN59zI3TuV5A\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"aRI/OQD8Y0CRNGFbW/1jQMMHaBVH5GNAO/2QccHSY0C14ai8wcZjQP0U3O+Ey2NAd+VFcz3aY0ArjVPnevRjQGkSPzkA/GNA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"FTqbyDqxY0DfUeaG3KpjQCOgAW/dnGNAO1ggNLmPY0B/YvfXXpFjQHfTNOJ6pGNAFTqbyDqxY0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"fibrEucnW0CeYlizgqJbQN7FIeOcsFtAxkI2EVknXEBaPPwjpD5cQLr5t9+mnlxAxkKZWiftXEAa2zL0IKRcQL59ozG+XVxAbsSErNEjXEDG1zJ0aeFbQAqPUXmDpVtAnpSL5l5bW0DyUuTYZCxbQOryt9/GEVtAChPaARCdWkCytkq/9ZFaQMJjkiBkV1pAKtXPKk6DWkA2kovm9dBaQPI2/COdBFtA+ly7fCgfW0B+JusS5ydbQA==\"},\"shape\":[23],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+WqlHzDXYEBnT71qucZgQGMmYdubw2BApx8nbkrJYEDDHyfu/M9gQI3K0ZhD12BA+WqlHzDXYEA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"W8+XKyl8Y0CD6n8gM3NjQIP0VgRYZWNAlax1iVVXY0DfdaWfc1BjQO3Ybk/hVGNAh2H311FYY0D3QnJsA2JjQKdGDyOHcWNAn2WUjqOAY0Bbz5crKXxjQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"g0tJEHP/YkBDIu0Ase5iQPVRg/2k6WJAsygnbiTYYkCvzzTit8diQIPxVgS4tmJAW28IaXucYkAr9PO6NIpiQKOUx8HbjGJAdeocl4ypYkDTXvfXDrtiQO81m0jhv2JAkVta4XjEYkB7OTi/lMdiQCtmMcXW2WJAfV/3l97iYkBbhbZwu/RiQN/k4ik28WJAI9TRmGAEY0Bvas771gpjQF/287oyCmNAg0tJEHP/YkA=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Dkz8I/PPX0Ae/eC7/rdfQDp39WnDi19Aoq3FU0x/X0BO1ISsCsBfQA5M/CPzz19A\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"q6ISQBVPYEB/dhn6tlpgQE1XlI6yP2BAs/oEzPckYEC3T1rh5hJgQHIxFG+H+V9AWWelH1kEYEB7pa823ytgQKuiEkAVT2BA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"LYa2MHskY0DJtUwteRpjQAULogJwFGNAV+XiKf4MY0AnWb3qgP5iQG/yVgRM7GJA7wmigi/VYkATbWsyFN5iQLPCwAdc72JAa0tJkD36YkCFxl3+rQdjQB/zVgR7FGNAp6t1yaMgY0AthrYweyRjQA==\"},\"shape\":[14],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[67],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"XjVOXGRPX0Di1CFj+BtfQObaW1Df615AtlRw/kauXkAO6WxhoUNeQCpcR6K3C15Akrtzm50CXkDWALjf5TteQPpg5NhzXl5Agtpb0MvVXkA+pyididBeQM4aA16ntF5APs+ErN2YXkBWfMyNh2BeQPI/wrYXnV5ARshKv2aRXkAqfswN8cpeQNr/Gqljyl5AMu4JmDmoXkCuBVUWIY9eQIpbqmsNrl5ARid3OD9vXkBWGQNeU19eQJ47JYCgZ15Auu+mzns5XkDOjN2eOz5eQM6qYoqME15AzsKtiPYYXkAOME7ckBteQK5KNpH68l1AOudsYXvXXUBunO6v1OldQPpXquvs311ASuoJmAPFXUB6cpIgI7FdQBoy6xKVy11A3mi7fLLUXUBO5M8q3fRdQOoQyfBIAl5Agrxzm7A4XkCudZIgrWpeQBqx/0Bdu15AVniSIPYEX0AO6s8qOURfQF41TlxkT19A\"},\"shape\":[45],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"08M0IgYWYEAvjWS4WRRgQEMcJ27YA2BA9m4eRvT9X0C51EXzKAxgQKeCjVQzA2BA6rJiCpPsX0DuzUo/kdlfQKpW08du5l9AvjvrEqz7X0AN+gQMIgBgQLVPWqEGE2BA08M0IgYWYEA=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"krnndVR0WkD2FxTvdi1aQP7cps6Q91lAHsf4hmSlWUAOypW9/olZQIoe6xKLWVlAiqZzm8I5WUBmJ8I2FglZQNaMKB3h0FhARuUaqRS+WEDykmKKfKZYQJ48DTXGbFhADtlDBVNLWEBK6VQWIxtYQCJLHkZg2FdAsvXI8MDSV0BSSIGP9ftXQPbVpk4IX1hAgpmcd6CXWEDKnTmuH8lYQNqy53Vq7FhAfrBKPw0pWUCm67ffHGpZQFq5hKzjn1lAfs4y9OrEWUCGPNNHqPVZQLbVbGEC3FlAZoS0wrAAWkCy/8jwrRdaQO4Q2gGHIlpA8uTgO9M4WkDKvISs0GdaQKZ1ozHzhlpAkqjWZOB2WkCSued1VHRaQA==\"},\"shape\":[35],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"2mMeRgp4XUAGVA21yr9dQDJnu3z1c11AptC+GZ1eXUDKuHObYmFdQGKLetXXI11ApgksuikiXUDiUA01egldQEZ2zA0OAF1AGiMU71i3XEDuySFj/p1cQMo5X+1ccFxA6uMJmHJQXEACrDkuXARcQB40wrYC7VtA1g0DXhbDW0D2RnB+U45bQDZKDTWKhFtADhM9y5pkW0D+ibRC4UVbQB5rL1f4PFtAbgEsumxEW0AePJnacmpbQL5D00damVtA5l+7fM7KW0DafkBor9dbQMb2t98A81tAlgxmJ7g/XECm7uC7oG1cQCq1c5sOjVxAJnhpxGWmXEDaC8lw2NxcQJaH3Z4gDl1Anv9UFmguXUBaGz3LS0hdQOJEmVotaV1ALuymzhlsXUAuMeuSQJZdQO7VW1Cky11AjrpzmxXHXUDmZ7t8JJxdQGJJNpGSp11AppO0QnN4XUDeNiUADFRdQAKNetUXg11A2mMeRgp4XUA=\"},\"shape\":[46],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"PkTCth2YX0Ay6DL0n55fQHIbZidlol9Ackdf7ZeMX0AiWHD+NXVfQGZNmVpJV19Alo5A6LhrX0Dm/n1yYFlfQHY+JQARDl9A1oUG+xP8XkAOARspmA9fQFYpd7gN515AzpJ61fLSXkBWBlUW1bReQDrBENJ4hV5AitW+GeB6XkBen+6v/ZNeQAbJSj9QvF5ADmoeRjbfXkCenVF51fVeQJKGBnt+Jl9Alo1AaO8wX0AehGlEK15fQAZK/CNgWl9A7ucy9ECOX0DOF8nwn5NfQD5EwrYdmF9A\"},\"shape\":[27],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"spetCPRNVEDqVQZ7SxZUQCKu+IbW91NAUnconX3sU0ASHzaRdQlUQN5ZozGvNVRAvoac93lTVECGLqrrbXJUQNalIePJaFRAspetCPRNVEA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"POF6FK53TsC49Shcj+JOwKCZmZmZ+U7ACK5H4XrUTsDQo3A9CtdOwCwK16NwjU7AuPUoXI9yTsA84XoUrndOwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Xpq0QuD+XkCO+eA74udeQE7hlb3V015A2pUXjLy/XkCSwRDSUpheQFqEBnuCpV5AyuCVvZK1XkAKA7hforxeQB4YZift315A/u4JGJ7VXkC2pIvm/ARfQF6atELg/l5A\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"BnnMDUugXUC+01tQJ0tdQPIbPcuGal1AIoOjMcOYXUCGoiidML9dQPJGmVq84F1ADvwaqSPsXUAeK7Gl4sFdQAZ5zA1LoF1A\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"opQXDIx4XkBiQ1/t9p5eQE53kqCxx15ARneSIHTGXkCGCfJM0KheQEqAacQqgF5AbnkvV+l9XkCe/hqpdIJeQKKUFwyMeF5A\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"wvSmzilgX0DCPIhJJHJfQKZaDbXCQF9Ahpu0whhCX0BCEyy6wVFfQDIn2gFRM19AivAJmKYwX0BWdfXpYR1fQMYOj4NcE19A2kyZWgY5X0ASV3D+MDhfQGqQ3Z4SEV9AujjrEolOX0DC9KbOKWBfQA==\"},\"shape\":[14],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"nsAQ0sBhXkDSDiy6x1BeQJp7zI1eNV5AErU5LrMUXkCiJnc4h0teQJ7AENLAYV5A\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"TthbUJBUXkCG/hqpAXxeQFpNNpG+j15Amm9Ys5CVXkCGutZkJ4teQC6cUXkAoV5ADjJO3CWQXkAKBVUWa2peQHJkgQ9TYF5AwnWSIKVuXkAO+OA7kpBeQP5vWLPhrF5ATmBHotH8XkA6N+sSuvZeQCL64DuaC19APi0Ub/QEX0COJdoBE9NeQJbFrQhvu15AboQGe/eqXkBCb1izN4JeQA6e7q8WSF5ABuwJmDsoXkDm8kMFeyteQGKynPd5P15Agozdnl8sXkC24TL0GiReQEqgi+aBBF5AolFwfvD6XUCO3ZW9j/hdQCrXW9BVEl5AzsKtiPYYXkDifmnE0C1eQE7YW1CQVF5A\"},\"shape\":[33],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WnqQAdNlUMBygcruN3ZQwJYAfFNlplDADqXsUMnLUMAGg8rug89QwFo0r4ZxxlDAguH2ZxOSUMDmMq8GXXFQwFp6kAHTZVDA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"vq/skMM5U8AuXjSyNE1TwPRX+oQGcVPAVutZMZ2VU8DiW5c7741TwBLM1AUIc1PA2NzlVnRkU8De0Q4zYjlTwMaC8wpiF1PANLnDNMcMU8C+r+yQwzlTwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"to8EXBklUsBEelZUl+1RwDCLZ2WW5VHAKJGhEqGzUcDW5fYnuI1RwI7l9ifafFHAJhWNZDtxUcAyvzdPN05RwJCxwzRHUFHARuT2Z80zUcAuhMouWRRRwLoJtsAdLFHAvvUHeY5KUcBIzatp72dRwPbok978fFHAgqGy44aIUcAeOK/GGKFRwGqUPsnVqlHAIofKLv+/UcBGCRkKndlRwAq7/SEX6lHA1Ha53VTtUcAYAEKm1hdSwJLvMNUKNlLAvKEVbRddUsC+jWclCXtSwMQuO2xQnVLAnh0q26yXUsC2Z6hMxVxSwK4zddl5LFLA4swOs24VUsBaMNhiqjJSwI7G1MUuMlLAdm7iuY9aUsAWr4mHJUxSwLaPBFwZJVLA\"},\"shape\":[36],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QqP/QLWVW0Cag3rVaV5bQCo0X+3uKVtAeux98hMoW0CSr3ObnkdbQGaEetWKjVtAPlXk2FayW0DWqjmupMBbQAaPUXmFpFtAQqP/QLWVW0A=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"thoS91hxY8DQghd9BXZjwI65awn5fWPAyFnY0w59Y8CY58HdWYJjwDgyj/zBgGPAet/42jN7Y8CEF30FaX1jwKznpPeNe2PAMXctIR95Y8A6jbRU3mxjwIspkUQvZ2PALPuuCP5hY8DUDn9N1lljwFwz+WabWmPA4oRCBBxnY8C2GhL3WHFjwA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"MnxETImCY8B6eqUsQ41jwKAy/n3GkmPAstKkFHSWY8CIhVrTvJZjwOFFX0Gak2PAMi/APjqIY8DwPVxy3H9jwDJ8REyJgmPA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"nFCIgEOYY8AN+PwwQpljwKJKzR5oqmPAcSU7NgKoY8CcUIiAQ5hjwA==\"},\"shape\":[5],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Inu9++O0Y8BP6WD9n7ZjwE8VjErquGPATmw+rg3EY8A0dy0hH8hjwJZliGNdyWPAfvs6cM7AY8DHckurIb5jwCJ7vfvjtGPA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"RCYZOQvrY8AKUFPL1u5jwN/DJced+WPAPMeA7PX3Y8ACvAUSFPNjwC7Pg7uz62PARCYZOQvrY8A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"1rLsUH3rU8Aqf7ndA9JTwCJ+uV08llPAbmLRKJJ/U8C+znH8XklTwMzDmliGIVPAauz2p3QMU8CuPa9GSeZSwNB3HKfy6lLAxkPp88S7UsDc92rCZItSwFYkZEj8klLA2OAfxIq9UsDqNnWZnuhSwJomZMi2FFPAcmyozFlwU8CMSYZqckVTwMh5HKeHX1PAYpJnZcmIU8CQwv2h5p5TwGKF80oSrlPAVnh/cD3SU8AugLkd6w1UwESfPkkfIVTAgG0LVop0VMDalmcl4YpUwATNN0/hclTAJkISUKixVMBYqXg2pd9UwACjPskp+lTAnn1/cFYDVcDQi/OKAiNVwLDyWfFkPlXArFGGqpwcVcB+xWArvg5VwCyVyq7O8VTAqqXbfx/RVMCm1HH8qqBUwNausmMpkVTArt1IoOJZVMBK8fbnmSdUwNay7FB961PA\"},\"shape\":[42],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"pp6T3jdiU8BMuB6F63FTwHQbDeAtglPAgERMiSSaU8Bm8s02N4xTwCRcj8L1eFPAvvUoXI9iU8CmnpPeN2JTwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EmSBjz1LXkAaFWYn0C9eQJpf5NgVDl5Aoh49y8sGXkC6XEeidSxeQF7wps6uX15A3rY5LuF8XkAKgGnEx3FeQBJkgY89S15A\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Dq5H4Xp0U8AG16NwPbpTwBaF61G4vlPAaj0K16OgU8BoZmZmZnZTwA6uR+F6dFPA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"BAAAAABAU8A0uycPC0tTwO5942vPVlPA+ihcj8JVU8D+JXDrbnJTwML1KFyPclPABAAAAABAU8A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AxntAG7UYEDbq0wththgQNvGNGKCxmBACcrR2F+5YECFv/r096hgQIsbird5oGBA5zkPo56LYECLqkyt4ItgQGMz1XWUnWBAr5aeZcavYECLB9xv7rxgQAMZ7QBu1GBA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"JDb75MlJQUBE36WPTfNAQOwtwXef/EBAfKU4758AQUDcE3b5an1AQKRTHQfCPkBAJCrBd9ogQEBUE3b5ql1AQDRbV3S3ZkBAdISzAzZ5QEDsAMixZ9VAQCQ2++TJSUFA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"GL5E5TGzN0AwGTdxJT84QDB8Y2pnBjlAsBVgzerEOUAwhp3Xub45QCiFAKE9SjpAIF9BSD0qOkAYS81tmLk4QFAbN3EpvDhAAHkAodWDN0AYvkTlMbM3QA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"ACN4uW4KL0AwKk9dC1IuQLAkFfCqni5AcA5nqDEzLkCQ3goZo6ssQJBAcX9JpytA4KSuiazcKEAwCXi5UiQpQJA1mtt4eytAINgzdcKFLUAAI3i5bgovQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"wKrQq4ZrIkBgFjcStZ4jQGD2sSbLViNAgMlVl/xtIkAgp9CrJp0hQICgM3VK2yBAsEreH8nGIECwq6dP61EgQAB61+WDayFAwKrQq4ZrIkA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"g7kjkT6fYUBBRUlQMZNhQM0fijfFmGFA3xEW3RqIYUC30wuGN19hQH8r/pH2JmFAdYPwHWD5YECr4hwX3+NgQOPs87qK4mBAKfbK3uOqYEDf51ZEBIVgQOcuOH+OX2BAQ/wETACAYECdGoo3pmpgQNuzI1H2VWBAGwI/OXpGYEB5DBZdU05gQI1JIPQROmBAKVBaIRItYECXBdxvU0tgQDVbMUUcXGBAJyVhm0t8YEB7dxn6w5NgQCfYRTN302BAx6/pY671YEAH+MqeKRdhQLew6eN/LGFA6XoZenFbYUBPKWEbpW1hQGPlHNfAgWFAIybEpER8YUCbk2T4yIlhQL9WWqHOq2FAQyfEpEG9YUBbD3mmTrxhQJ8+DyO0nmFAg7kjkT6fYUA=\"},\"shape\":[37],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"cKozdboeI0CQ4aAVonUiQHD165MrjSFAwGpjC6MWIUBwSkHp9H0hQMBk7zCuxyJAcKozdboeI0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"zwIFDCD9YUB9gbYwoRNiQAveRTNEKmJAC1laYWExYkAjqhLA6AFiQDXP0Rji5WFAI/5nVZGzYUDZN9U1J6JhQJPv8zqQfmFA37gjUSl6YUDzhfCd/IlhQPvD+nQtrGFA98o0ooC1YUAjaGvy9r5hQO8nxGSS5GFAzwIFDCD9YUA=\"},\"shape\":[16],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"nBgEVg7VT8D4kH77OnhPwMx3YtaLAU/AVBB1H4BAT8Co9KEL6m9PwJZ3nKIjCVDAToWxhSAZUMAwgVt38wBQwJwYBFYO1U/A\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"7MySADXnTsCk6xfshiVPwJhrJt9sy0/AwKwXQzkhUMDQwFYJFgtQwOg9XHLcbU/AlAMEc/TqTsDszJIANedOwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"L9yy3aPgXsAjpuIz0wBfwFlItrrraV/AGa8coR59X8CVYQF5ZrZfwM04pWnrwV/A/tY/FeYBYMBkCnMIOg5gwNKB6h94C2DANefsyr/TX8Ao9GDleqxfwEYVgwdScF/AmpbRYo9aX8C/3bLd7TpfwOwg92EK+17AL9yy3aPgXsA=\"},\"shape\":[16],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"FNnmFSgRTMBwuMRz32VMwPRT+0NREkzABATg21m8S8Ac5lpwROlLwByBkcCyd0vAzJ4WrKQ8S8AAA32S/7xKwDSkUBmc5ErAEOBacAaLSsCMOE38tHpKwGhuHeb0UkrA2IPLLdqISsA86zEUv8JKwDQB4FvnFkvANNsggx77SsBwXW8eyB5LwJyWP4hMs0vAsLbEc63/S8B8uGGqRqVLwMiiFiwaIEzAIHy6HKGpTMA8ExrJDKJNwMBGTfyxtU3AXG6pi/ZlTcCA3EnfpZ1NwGC/YaomMk3AHGupi+mtTMBw2uYVjF5MwNyhFix870vA4Mlyuxe0S8DUtcTz08xLwBTZ5hUoEUzA\"},\"shape\":[33],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"GHF0YriWYMBU9Cfq/3dgwFo1z1eVgWDA1vpht7plYMDjZGWUfXJgwAwJ1hHGhWDAvbq6iZmRYMAIWPFfv6FgwHBz2VSrp2DAmgnWl8KlYMAYcXRiuJZgwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"GHF0YriWYMB2jsFjuJZgwCwQEGK4lmDAGHF0YriWYMA=\"},\"shape\":[4],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"iX0Zerz0YUDnSubG7hRiQLu6I9GQ5WFAEZ87nODRYUDH+8peEvFhQIHx8zor8GFAC+DiKe3XYUCfawjp8cJhQG+9wIcFvWFAW/5nFZfAYUBRONU18bxhQKcIP3lYxGFA4TtybMLFYUCBx5erArNhQH1TvWrXtWFAZx3tAGzTYUBXeXxDtsZhQIUFogL01GFA/73Ah0TdYUCDExbdWOhhQLNGSVCH52FAiX0Zerz0YUA=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4LmIBMonG8Cwn3c1jB8hwDByCpVE9CPAgNFw+yJVIsDgivJJhmAjwMD5BvjtpyDAgI0bZOZJHsDgsU6Xde8awIDjktvVpRbAwDR0VqLKGMDA+qPsxiEYwOC5iATKJxvA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QGYHfEhhKUBAzqdPEy4oQCDFp09LFiZAMGu1w83OJUBADrIm570oQEBmB3xIYSlA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"y5KHuTMgY8DyLCGzKUBjwPqFE1+GUGPAeibnxXhVY8Cm0JGwaDhjwFkzW8BRJ2PAMAPFwxISY8Au0y5HhARjwMuSh7kzIGPA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QK1p+z8KCMDABJ2ymUsQwIB8NsikcAjAgHrWkzZZ/7/AJMknicIBwAAwG+C38wjAwCNmXhmuAMCA40bRANfxvwCqW+wQjdu/AKTjwHetxz8A/k++GRTeP4C8+tWM5/o/gEK9y7X1+D8AXMeiGc/wPwA+WgKmMvc/AJSwZ1Wc4T8A/FbSVzPpv0DZc9KD6wPAQNv/93KmB8AAzUCfiPAMwOAk6DCHKxLA4PPdWef6FMCgzUddNBsXwGBN4fZtPRHAQI9wNZ1RC8DgWOH2/e8TwEBe4fa1ERXAQFlV0a7jEMAAXBtkfhQTwECnNkzrURLAwPStP5S8CMDAtUCfYI8HwABJVU1ACg3AANWS221gE8AA2ZLbgVQUwMDjo+xe4BLAYBk66SExFMBADoyheFgWwEAuEY16lBbAgNfkk5SZGMDgnbFgtSUXwMBLbRw9ChTAYIyIBJLYEMBArWn7PwoIwA==\"},\"shape\":[44],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"U9BXg4iyZMA4k00sK8ZkwBbiaJQl22TAOa81oZHuZMAN2y4n+M5kwARBle2UtWTAU9BXg4iyZMA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"1KfjMQPRU8DOHcTOFOpTwFT/5zBfBlTAwI8xdy0XVMCelIJuLxRUwLLOMSB7+1PABlH3AUjhU8DUp+MxA9FTwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"amiR7Xx5VMAo32xzY8RUwO60w1+T8VTADEEOSpj/VMBaE0TdB9BUwM46qpogeFTAamiR7Xx5VMA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"OL+pu2l3ZcAy2pFwqWNlwOdNbDG3T2XAt5GwFdc1ZcAH0lfjDxZlwLWlXr2zGGXACFvgK/EwZcB8MoQ8TEllwMjgy/17VWXAfk5ssbJxZcD73S7HUHllwDi/qbtpd2XA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"uPmT3lJKVcAu3qvpcj5VwPhsbl+yHVXAjNkO83z4VMCyZ9GoZ7JUwPwXtsAWaVTA5rTskGtjVMBalWelTzRUwFZhNPKeBlTAFvWT3mw/VMBeHFP3BKNUwCYWGYr2xlTAPnriOW0GVcCYq3h2f2FVwMyysiN5d1XAlgkI+TTOVcDyhrmdk5ZVwJwZGYpkjlXA+Kt49pB4VcC4+ZPeUkpVwA==\"},\"shape\":[20],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QIyWunMELcDALmrBsXotwNA1e9IuOCvA0I+WutXRLcBwW4VKYMsxwFA2Kbv/pzLAoCd7cwb5M8C4ro8hUsM2wDAUk75KxzXACO78wX30N8BIWtcCNS82wNDAPWk4OjbAOGA6zIBTOMCwso8hiKY3wFCeG0eKIjbAUNjCVIeTNMAgD80rjQ4zwJjgcJxyzDHAkNI2L/YqMMBAjJa6cwQtwA==\"},\"shape\":[20],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"ppDyk2r3UsDU2cngKD9TwJQxdy0hT1PAJN7IPPIzU8BYQ+IeS/lSwBjZzvdTx1LAiqxu9ZzGUsCsutVz0s1SwKaQ8pNq91LA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/X5qvHTgZcBnBirj38plwFvmdFlM0mXAFpFhFW97ZcBaBP9byTxlwE6OO6WDXGXAihbZzveQZcD2KFyPwpFlwGhcOBCSnmXAeSgK9Im8ZcBpxqLp7NRlwFAU6BN5/2XAQSECDqEGZsATRN0HICdmwDBb64uES2bAVjpY/+dcZsCubvWc9FVmwPPlBdhHfGbARTS6g9htZsAAAAAAAIBmwAAAAAAAgGbAmpmZmZkxZsBkEFg5tN1lwP1+arx04GXA\"},\"shape\":[24],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"oiPdm3PpV8C8+dzVPxFYwGi1VoCDZ1jAmCyEoaKbWMBSBw+fCPNYwJroibO2uljAyhPX/feNWMAkq3/cEkpYwLxEGXasI1jAiBHmQnkQWMCiI92bc+lXwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/P////9/ZsD8/////39mwAAAAAAAgGbA/P////9/ZsA=\"},\"shape\":[4],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"vo3O/f9/ZkB1rIvb6FxmQD95WKg1V2ZAi1pz/f9/ZkAAAAAAAIBmQL6Nzv3/f2ZA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"0FMdcjNWZsAAAAAAAIBmwAAAAAAAgGbAZmZmZuZ7ZsD6SbVPx2BmwGA8g4Z+MmbAMW6jATw1ZsDQUx1yM1ZmwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[932],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"07fM6bKKXMAUAYdQpapcwHA486s5HFzA64L6ljnDW8Dot68D53pbwGaHvyZrQFvA4Ywo7Q0MW8CI2JlC5+tawIadKXReGVvAPwFNhA3hWsDczVMdcqFawK98lufBWVrAguiC+pYxWsBNH7qgvh1awKBQiIBDslnAiSR6GcU+WcAId2fttkVZwC0JUFPLrlnAz8KedviFWcCPW1oNiZtZwI7C9ShcD1rAQgrXo3B9WsDuHAOy18dawPn/////P1vAdXEbDeD9W8DiRgN4C1RcwNnYJaq3dlzAskfhehTOXMCLeyx96AZdwPYoXI/CVV3AU+i8xi4rXcCC9iNFZMhcwHxA2ZQrblzAZvfkYaEaXMBqZmZmZpZcwKKY9WIoH13A7lpCPuh5XcB23CkdrJtdwHO2uTE9B13ADCk/qfZpXcBq1EM0utldwDAcCMkCpF3AbCbfbHN3XcAPgPEMGsxcwNO3zOmyilzA\"},\"shape\":[45],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AAAAAAAgWsC4HoXrUVhawFyPwvUovFrAZmZmZmamWsBxPQrXo1BawAAAAAAAIFrA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"7ihcj8IVU8AAAAAAFxBTwP7//78fVFPAAgAAIBGZU8D+//+/Ht9TwAIAAECn8VPA/P///xE4VMD+//9fXjVUwAAAAICYFlTAAAAAwB+EU8DuKFyPwhVTwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[73],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/+jUlc8WWcDsspjYfMpYwLgehetRWFjATOF6FK5HWMAeWcAEboNYwML1KFyPIljAqEfhehQuWMB2a2CrBJdYwPJL/byp1FjA6dSVz/IAWcADAAAAAKBZwB+F61G4nlnA9/cZFw4cWcDH9Shcj2JZwP/o1JXPFlnA\"},\"shape\":[15],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EzY8vVLzYUDDBG7dzcJhQLul1ZA4gWFAw5DVrZ57YUDB+j+H+ZlhQAOCOXr8wWFA43DmV3PvYUATNjy9UvNhQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"SjIqG5BMV8C82jcPOJFXwDqsoRI72lfA0mEj4SgCWMCS9IJNKwFYwGaUVhS731fA5rgV7TugV8B097x64RpXwMZsNHKgoFbAwiZT90AAV8BKMiobkExXwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"PwrXo3AdXsAtweJw5sVewEnhehSu517AuNKkFHR7X8DIgOz17mVfwNUYraOqM1/AW4/C9Sj8XsDc+X5qvDpfwAlLPKBsYl7AU3CxogYHXsBhFhObj2NdwDrIJCNnJV3AFR5tHLHgXMCTUtDtJTFdwLNH4XoUzl3APwrXo3AdXsA/CtejcB1ewA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"3S4012nXYkBf/kP6bbJiQIP/rWRHf2JAVwCMZ9BDYkBp44i1eEtiQBXGFoIch2JA3S4012nXYkA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Wi+NZDdnV8BalvPKCopXwEJ5bp/05lfACo8cJ4o0WMB8K1M3eBJYwMoHMdVztlfA3hdCZpN+V8BaL41kN2dXwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"V6TC2MIiYkCbmZmZmQliQKd+3lSkk2FASyno9pJeYUCX8e8zLh9hQNXsgVZgMGFAvzCZKphaYUCzKVd4F69hQFekwtjCImJA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/P////+fWMBqmxvTE29YwPjzpiIVbVjABtejcD2KWMDmvWplwvNYwCYyrOKNOFnAIsTOFDo3WcCGaRg+IqBZwPpOzHoxpFnAsnd/vFdfWcBTfAqA8f5YwKAHd2ftpFjA/P////+fWMA=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"CQPPvYcNW8AY14aKcfRawICR0JZzu1rArPHSTWJ4WsBmFW9kHm1awL2ReeQPlFrA0MzMzMxsW8ACrmTHRg5cwAMcQpWab1zArFfKMsR3XMD8CS5W1PJbwPzepj/7E13ABMWPMXdtXcDG8BExJRZdwGlI3GPp2VzA3JQrvMslXMD27zMuHLRbwO5jzF1LRFvA+WabG9OfW8Ar7Q2+MGVbwGo6OxkcI1vACQPPvYcNW8A=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"fOMPk5HETEBEysQU9XhMQGy1UDq01kpAlHAM9ry0SkBMi5HhCs1JQAT/ayJWuklAHDECHzg9SkBsl2iF2jhKQBRUhwq8NktArOsgpA/BSkAUE0PGg/NLQNx4qSzj0EtAhNabuC/vTEB8wrMDxJVOQBJBaUTlH1BACvGwpYCNUEASRWlEDQpRQJ47kqCKNlFA2gAlgI4LUUA2pDL0yShQQCy53F+wyk5AxIwdBxE9TUDUGOD8Tn5MQGSyFs2stUtAdNjVJbnPS0B84w+TkcRMQA==\"},\"shape\":[26],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Rk8SEMirV8D8dm4fu2RXwBTiDrO45lbAWogcZ3qvVsASncruDr5WwKIFzoufdFbA5FaGKvlLVsDcL8dRpvVVwBoMpa9EmFXA4JItOIkyVcAaCKVvOLBUwOw8ddk5SFTAVP5qQq4DVMBy8PYnX/VTwH6AuR1MHVTApm0L1rl8VMDA8Fkxps5UwFhr0ag8hlXAhujlVp8JVsAmyMM08XBWwCLc1EUJG1fAkO3llisxV8DOmy049DhXwPznq2k0eVfAHo4c55j9V8C6RzusxEdYwPxlwBewL1jARk8SEMirV8A=\"},\"shape\":[28],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"MkiNpLUMXcCKQVP3fRVdwG9TZIjJRl3AxDXfHJaCXcASGVprjvldwNYaWuv/X17AlSYxFbe2XsAkI5QYt7ZewLMkMQ8VSl7AHDCl76bGXcDJ99QFfWRdwDJIjaS1DF3A\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[1300],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[52],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/P////9/ZsD8/////39mwAAAAAAAgGbA/P////9/ZsA=\"},\"shape\":[4],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"GKcEnMJ1V8C+PQE/65JXwK4d35zbCljAyuqraewbWMAKmpCBC5tXwPJslzsfblfAGKcEnMJ1V8A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AqjzyvaLW8DQPFO3RgNcwAUBSaAxYlzAL3QjoV8uXMC5zrKj7NBbwGAA5lavdlvAAqjzyvaLW8A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"MGGm7V+5OEA4k4ychX02QMCRlsrbuTRA+IlZL4ZqNUBon6ut2M80QFApBd1e4jZAiA7z5QVIN0AwYabtX7k4QA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"aAq9+nBqW8BUa+lzZ7hbwO3/SKCxIlzACIU0MqghXMB542ArAOBbwAaiuZ2svVvAaAq9+nBqW8A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WPSCjSP1V8CgLFN31FNYwMI3Klv0h1jAdhmlL2KjWMCApcpucqhYwFboDjOVVVjAojnHEUgwWMCMQp41y+NXwFj0go0j9VfA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"HKfKLtoDWcBeYoaq8OpYwJ6hkMFzU1nABGaGqsm8WcD2GWvCRUtawJHDFa13DVrAkgz3Z9paWsDSaIaqgV9awCqMRcPf4VnAOsOyY880WcAcp8ou2gNZwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EnUfgNREWkB2xFp8CtxYQHotIR/0UFlAooAmwoaFWUBORs7CnrVZQCqDo+TVV1pAEnUfgNREWkA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"6CZO7ndAMkB4lWBxOIs1QEjkZrgBBzNAkN5UpMJ4MkBgavZAK5gxQDhj7lpCHjFAgK+UZYjTL0CAg0wycoYrQKBrfZHQVi1AcGUZ4lhXKkDgJced0nEmQMAuqG+Z4yRAwEZaKm9XKkBwC3va4W8rQBBu+rMfSS5AwAxxrIsLL0DwPXlYqP0wQOgmTu53QDJA\"},\"shape\":[18],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"sEBZk5dyOUDANKtLUmg7QNDHROW17DlAANOPY0MGN0CQiIWMPxM0QCCjbUGz5TNAMHeu6FZ2MkDIxwM+Nl4xQMivROW7dDRA+EikEW/oNUB4XrUiVOs2QLBAWZOXcjlA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"NAWmj26RSUCMgFd0l+VIQFzoWhF8ckhAHDPZwqFgSECMk6LyBctHQKRr45lcQEdArNbmNkaJR0BUIAIfaWxGQGxlqSxKZkdA5LMn3sMoSEBki8tO60JIQATzMbVwjEhAhFuYGxcFSUCMVMF378JJQDQFpo9ukUlA\"},\"shape\":[15],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"toUgByX8WEAmFcYWgnBYQK6aIOo+vldApuTVOQZUV0BCz2bV5yJXQGISoKaWy1ZAEtpyLsVxV0AWfqmfN/xXQHYkl/+QeFhApijQJ/ILWUC2hSAHJfxYQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"5noUrkfBVcDeX3ZPHnRVwGyCqPsAzFXAfnqlLENCVsB0jV2ierNWwLiuX7AbOFfA3lAxzt98V8C+YwYq43tXwJCEtpxLSVfAcJMYBFa+V8C4ek563wRYwFBUbw1sLVjAKpZbWg0BWMAI+aBns9RXwEaJJHoZk1fAvjQMHxGvV8DoJY3ROhpXwMr9DkWByFbAzMzMzMxcVsCkcD0K1/NVwOZ6FK5HwVXA\"},\"shape\":[21],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[65],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[132],\"dtype\":\"float64\",\"order\":\"little\"}]]]],[\"ys\",[[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"JpLJSZICVMBLjyyTLSNUwEak2loFQFTARGMzTT43VMDnJSn2ADtUwLi7JVmvJVTAS48sky0jVMAUd+GUXhBUwIKj2lrgElTAhpLJySQZVMD3qRTIzv5TwJipFEg86FPAJpLJSZICVMA=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"FxpS0s/fU8AUW/nfluhTwCk1OocD0lPAxDQ6B3G7U8CaTIWFrbdTwJTKNmofplPA/83TZh+mU8DeERgrS45TwCg0Os1UmFPAleKBrmSsU8CQ3+Qx98JTwBcaUtLP31PA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+ck2MAODU8AyIyk8mZ5TwIgxndB5xVPATrBOtRDhU8ByrbH+qwFUwGqBuLi8FVTANG0K8QkmVMDNwl9GFjVUwPnru9WgQVTAXCnGLN49VMChmQO3iyhUwBKxTrU1DlTADC8Amqf8U8DkxPz8VedTwJMgjD++y1PAYo0s2eqzU8CIsusxWZ1TwG6kd1cCg1PAA6HaWgKDU8D5yTYwA4NTwAvlHuU2dVPA+ck2MAODU8A=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"nTV0OhBgUsDWDBgrGGpSwOF5uH7OXlLAzJ9312F1UsCci8kPr4VSwMgy14OrgFLA+C46BxlqUsBiMtcDGWpSwKiiFI7GVFLAnTV0OhBgUsA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4Xm4fs5eUsA5zHCd43dSwMyfd9dhdVLANovJjxxvUsBA4B6fjV1SwKrju5uNXVLASCRjKcJPUsDhebh+zl5SwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"NuySv7v7UcDGUvmlgwRSwPmnTnv9/FHAwWenbVshUsDnDrXhVxxSwFQ7rqfZHlLA5w614VccUsCK0aqKGiBSwF6oTvuPE1LAZrz8/Dn5UcDQv5n5OflRwNQsOk3w7VHAY5OgM7j2UcA27JK/u/tRwA==\"},\"shape\":[14],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"ZpKgMyy9UcBip077A9pRwLr5BhoZ81HA27XCVe0KUsDe9mljtBNSwAogxvI+IFLA2onJD/4eUsB8NxHx6AVSwH54uP6vDlLADd8e5XcXUsBFoRQOqARSwLa4XwxS6lHA9GIK8TzRUcBeZqftPNFRwJK7/MK2yVHA/+f1iDjMUcDa6pI/natRwD5UltzJk1HAWBkpvF5gUcCaSL84RUJRwGdxG0g9OFHA/AcYqxBQUcAkxNPm5GdRwBrZga68hFHAan3ya1SgUcBmkqAzLL1RwA==\"},\"shape\":[26],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[561],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"zczMzMzsSsCdmZmZmTlLwImZmZmZWUvAlJmZmZmZS8D3/////59LwNZciqvKckvAlB9GCI+mS8AHWwhyUM5LwOZetTLhv0vAzEV8J2aZS8CdxcTm44ZLwHt4Xb9gP0vA+6HuA5D6SsAGXVDfMmtKwKdsrS8ShkrAfMcpOpLbSsA+jjulgwlLwJ7ydoTTzkrA7IZtizJ3SsAdwoanV0JKwDUK16NwUUrAw4BSlnRRSsC8zMzMzIxKwM3MzMzM7ErA\"},\"shape\":[24],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"z8zMzMyMScBrZmZmZsZJwDUzMzMz80nAnZmZmZkZSsDTzMzMzOxJwGJmZmZmJkrA08zMzMzsScADAAAAAKBJwPz/////v0nAz8zMzMyMScA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"dhSuR+HaSMAyMzMzM+NIwNajcD0Kn0jABtejcD1qSMACAAAAAFBIwLYehetReEjAwB6F61GISMB4PQrXo6BIwHYUrkfh2kjA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"dKjTOnJlRMCM1cwAoJFEwJRTfuURgETA2NTMAHVnRMBUKiJWDnBEwMwKADT+B0XA4v2LWRk0RcCqnMIpE5tFwH48ljAGeEXAuiKuezrRRcCMEZ1qWcpFwFB7oAdexkXAcrMNqM1YRcCmXLhSTQRFwIjtF3/OlETASOJA2xtaRMB0qNM6cmVEwA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"LL2BgqN1RMDoxLvvfqpEwAInhR+edkTA+CeFH7GsRMD+EDqhj+JEwJA3+fnYHUXACN1pNyp8RcBqLIUfp69FwErR9Vw67UXAnuzdEc/uRcAQ6kDbCh9GwMCSTk/UckbAaAzGxlf0RsB8gaAHii1HwKbhzAAUUkfAJgeMWVpPR8DkQ5YwJSVHwM5Up0EmHEfAxuYGbiXtRsBwY7hSM45GwKwBjFneD0bAbvpR7Mj3RcBgKejoFMdFwH7P9VwOhEXAHifo6KFBRcBOZo/2OuJEwNA8M2fYwUTANg86oWF6RMB6xlgmOj9EwCy9gYKjdUTA\"},\"shape\":[30],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"2jdt1AQUQsBwuB65w5pCwJBQuFJaQ0LAwoeIvENmQsCmWfK/FsdCwOwc6OjM8ELAkDGWMAr7QsDaGEuyN8pCwMb9Yv0B2ULAkmlmmplKQ8C+vB65SpVDwJL9xcaokkPAMGGP9pC5Q8AsYo/2ofBDwIxij/ZxCETA8vmLWWpNRMBQPDNnEqVEwDpORHga2ETAusEeuYO2RMA28bS1EqREwLin0zrIOkTAmPFR7Ff0Q8Ac9O4iIsFDwAqvqt7DkkPAGBiuexpmQ8DyAQA0jwNDwIw6bdTIsELA7NzdEQVbQsAkTRscdURCwJbb3RGdD0LAiBqFH1qeQcA2I1zDuUNBwFTbekivOUHA6jHQncqAQcDOJFzD+6FBwNo3bdQEFELA\"},\"shape\":[36],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"CEolJ/UoNsD4xTnVZGY2wICA9ZA0ITbAsKAXs/qtNcCYHMmXWiY1wKCetOnacTTANOgymwsbNMA4AH4ZuR40wMCvxfrBdTTAfPUJP87MNMAQhsw0exQ1wHhc0240szXACEolJ/UoNsA=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"rEFD/wRXMcAU2CrB4qAxwNQa9RCNJjLARJNvtrlJMsAkFCLgECoywNwLk6mCuTHAjDIbZJJhMcCUsWg6O4ExwKxBQ/8EVzHA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"gxc0sCKOMMDEAHGKJc0wwIyZxSkVAzHAFD2bVZ+jMMBgC/eXGW8wwJh5fbMJYTDA9XcwoC8RMMDARzIoqU8wwIMXNLAijjDA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"cNYymy8RMMCg6UOsIo4wwAhguyOpTzDAcNYymy8RMMA=\"},\"shape\":[4],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"YEwN3HSAMMCg6UOsIo4wwHDWMpsvETDAMMUhilgFMMBgTA3cdIAwwA==\"},\"shape\":[5],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"MNgym2F3MMDU6UOsDJkwwFAUPXL1KDDAGLnZEKDIL8Aw2DKbYXcwwA==\"},\"shape\":[5],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"GJwrySreLcDIdjID5HovwJjH6iGtOi/A0JvxW25WL8CQemxwEMkuwHBwzznEQC3AGJwrySreLcA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[49],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[224],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"eDch8ib3JMA45cucGaclwEiTE37YoyXACNmRL9VoJMAQZ7futeQkwHg3IfIm9yTA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"0KyYaap6JMDYosHFbYQkwIBiVCWuHSPAWNjLnAG5IsBoe5+j81QjwJhY4Ep58CPA0KyYaap6JMA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"8NzLnPG+I8DokU3rWMojwBAuhLuKliPAwHcCbatHI8Dgu+PnY3wiwBiKsLT0zCLAMHRlNmc4I8Dw3Muc8b4jwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"eE6m3TAzI8Cwl4dYkZEjwEg+zznI1SHAIPgnLNijIMAg+Ccs2KMgwLheVCVyPSLAeE6m3TAzI8A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"iKj7Mq5HJMDIi3ZHULgkwMAPYpngeiTAqLDS1s7MI8BwpJhpfpQiwEg3lcwbySHA0PBQiFNQIcDQ7lCIO90gwAhmyP/myyDAgHI82vOLIMBoR0MUbcsgwCgTc6olViHAcGWOkkY2IsCgnl78TckiwIio+zKuRyTA\"},\"shape\":[15],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"eIXqIf0wIMCwGkpOirkgwKAPc6q1jyDAyBYQ4WFpIcBwq28NM9AhwGj+JyzwFCLA4ExDFN0QIsA4AGKZEOogwECnbw0L5iDAeIXqIf0wIMA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AKupej8wIMC4MfiVs0whwNBSfYEJ3iHAcOsWG++eIcBIv7qLxOMgwIhrAm1TeSDA2O9QiM8SIcA4nZhp1usgwACrqXo/MCDA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"SAk5PbWsIMAQI4S7mhMhwECTXvx1OiDA4Geec/AEH8CQzz5H/68dwPCFXcyyRx3AsHWvhHE9HsBYwvT4QAogwEgJOT21rCDA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EAis5ypkHcAwEOZUe54dwAA/GYgetRzAkIY0cFMQG8BQ3Cb8uGUawHDZT1goFhzAEAis5ypkHcA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"ADgZiFYcG8AA8jcNaoIbwIDnmtZZ3BnAkKtWkr3IG8Bw9GBpeWAewNABOA0qGx/AiFvxW9q9IMBwW1Ql7oAhwHgJOT2psiDAgGIryZrAIMDA/mGZsJogwEjUBQrGPiDAIGs7qnD2HsDw2Xi0/5AewDDLZ6MOER/AoIZdzGprHcAg4ib8GLMbwBDr/Z/ZZxvAUPwfwmuVF8CQOiqZ59EXwPC/230PYhnAoBYx0xywGcAAOBmIVhwbwA==\"},\"shape\":[23],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"kINu3YvbGMDA5MMyuZQbwPDyq+fikRjAkNua1tkhF8CwSXUXuccVwJDJicVI8xbAkINu3YvbGMA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"YCRrQK1HG8DA8jcNEq4bwOB+lznLJBrAQOsOsXKaF8AQADHTdI4UwHBh+gJzKxTAwIHityRcFcDACs4JZUQWwLBMnnN4zRjAEOJgafkoGsBgJGtArUcbwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"IM9gaYnpFcCgXIYouj0WwPC9FevnXBfA0CFC5MVVGMDg2sMyYUUZwNCICxQcRBnAsObUQ6oaGMDQ66vnEv0WwDBo+gJDwBXAUMBPWMBVFsAg5A6xogUWwBDV1EO6GhTAEMdgaWEBFMDQHnxR/iAWwOC9T1jI0hXAIHBu3Wt0FMAwEXxRPgcTwLD8pK3VqxDAYGlFgVyYEMCwyNRDekARwODwWS98eBPAIM9gaYnpFcA=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AM84SiqsC8BAIhrF7lMOwCCyFijo2wzAIAbgVw5rCcDgmty61wgJwADPOEoqrAvA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"oJU/hAfACMDgosupJt4OwACOkTwGkgvAIAlDIa7mCsDAH/Fo720LwCBEsMHBJQvAoNGDyMu/BsAgESvWz2oGwKCVP4QHwAjA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AGLRpvv/EcBw0NRD0hATwODMDrFatBDAQH6ph2RRDsDABQm0TbILwMDNrCSLSAjAgBVlQ5DuBcCgGtkdAQAEwECf7ctoPQbAQCzZHfH/B8BAvWGmiesJwKCEgCulRw3A4F/qLhLXD8AAYtGm+/8RwA==\"},\"shape\":[14],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[67],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AGQ6Fqa39j8AbxG1Z2LbPwAkpLjqJ84/AOBOv76X2z8Au6B33WXYPwAgB4IaXs4/AKYblgmh4L9A0wP04Ir2vwAjw6M9l+6/gI5cPZez47+AYHQxKzjxv4DVRPJYyu2/gJpc5gxF+L8AGCYWw3j+v4DkvTUMfQnA4NTVgGo8DMCgyzcNGrwSwPCqPkfHXBXA0N/UQ9KJFsCQyMMyuSEVwCAkx89P2xHA4GQ0cMNnE8DgoNt9V0wSwICnT1gAwRDA4Pn3ohzRDMBAp2GmaQUFwODh96LscwfAsNwfwutjEMAgbZc56xwWwBA5x8+PsRbA0CK2vv6EFcAAP6+EcdYRwKANQyGO9AvAoOeDyGvlC8Dg+3yOfmoGwABIRr5ELQHAgJkzin2m9b8AEO82nL7DP4DdNiKVIOI/ADPehpPy9D+AtNrpHDnwPwDuTm2TAew/gCJIM+ZY7T8AteEjykr6PwBkOhamt/Y/\"},\"shape\":[45],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"gPnkwEAe8j8ARUsiCIvQPwBPOhF3z9Y/AFzG7ggi0L+A149wyvXovwCY11HFzOy/APr8vvIP0b+AFAfjAjDwPwCNrvCW+Pw/YMcxuZJlAUBAgK7wdg76PwCc0BIpp/g/gPnkwEAe8j8=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"8L0V689oF8DQJHxRPn4XwDAPQuQ1JhTAYNuCi4vhEMBghh1ixekMwAAsE4vxZQbAYPYq1u9mAMCAeRG/pc/kvwBO6Pwuccc/QD9jcqWv8D8AcsY7FS39P4CTJ+IeoANAIDcTNGd4CkBgowXAbPMOQJAKwrgU4hNA0OplKVbrFUBwg//CD8IVQJB8Yow7/BRAIO2wp88SEUAA4eY6CbkMQMAkn1kGZQlA4J5yYIjLAEDAMdKMaasAQIA8e70TYfY/gE50LKz24T8ATH5BP8O6P4BUe8JCyOa/ACmkx4fy8L+A9NNdhFvxv0BfQf6XhPy/4BE85zC5AsBgX7qYRW4DwCBoRr6EfgjA8NyCi9s4EcDwvRXrz2gXwA==\"},\"shape\":[35],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"gGG1KgQ+/T8AZymu+t7sPwDSPVyCGOk/ANgGysc7uj8A0rjMGbjpv0Ah5W51zfe/gO3fVz7eA8AAobIhCA0QwGD/lNmcQQ3AsPRqQI1tEMAgY5h2M/cLwGDfSVtrgwvA4CmfsEDzCMCAHlQyv9MLwAD8QiGe9AfA4LLEbzllCMCAePQF5ngHwMBpjHxpfPm/gHQRaNsJ9b8A634NjmjdvwAikwODldo/wPjTr4949T9A/zuQPg0AQIA3MD/Snvo/QHTGOzWc/T/g6kLKE5QFQKBD++hQFgdAgAMabrTRCECAXCRF6CUPQIBi7rF+GhJAsEbMj5yZE0CQooSuecoVQCAfwrigkhhAAFYeSPeyG0CgWbt+U7YbQPCe1mZMsBlAAJtznTDzF0CQUS9ZtNUWQBABsaefoRVAgD7164MQFEAAcSgft90TQMCUIeWt6RFAoFS0RNqMEEBgf5HlG+AJQOAnwXswTQJAgGG1KgQ+/T8=\"},\"shape\":[46],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+MM0Y1TUIEBQvRDUXAAfQCB2Bv3swRxA0J9zneAYGUBgY1i1wywdQECl1mZcJRtAEKZKQdkyGECAsviI8lIWQCD6AmA6pRhAkHAG/WCKG0AQJ07eQ3EdQJC0OTCIVR9AEAYsvO2sHUDwSnAAWtQdQFBLR6QCmRtAcNUy9rrEHEAogyqM5hEgQLj5BM3poSBAIMOXLNJiIUDAWDHGC3sgQHDZ4qo/ByFAOC+bybrrIUCI3eKqV/khQFjT0ZlKhSNA0IqNVXiSIkBQZGszopAhQPjDNGNU1CBA\"},\"shape\":[27],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4AsUcd/JGEAwVi9ZnN8XQHA0mVzJDRtAIOuQ8tRmIEBgIu2B7aUjQDDZqD1viSJAaDkPpN8gIUAg6abQmxceQICBUXtW7RlA4AsUcd/JGEA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"qB6F61E4JEDo//////8jQLhH4XoULiRAeBSuR+G6JEBw61G4HoUlQFDhehSuxyVAAClcj8K1JUCoHoXrUTgkQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QE9JEbyOJEDgT+ZHcuYjQLCH8B70oiJAGOi5TlwLIkCAQw+kPW0jQLgj7YFL9iNA6DNhXLaFJECQtxJBhMMlQLDMwIiZ4SVA0JYqjOaIJEBoEwXNJ3cmQEBPSRG8jiRA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"ALTp5PyhIkCY7JDyKLwgQGDXqD0/IiJA0PTzu3ZeI0CgZPdYqcAkQAhqWiJFvSZAKPIcGMwbJUAweULX3gEkQAC06eT8oSJA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WJ7wHpTIJ0Aowa93FConQOgx7YHVKidAUIp8RPVUJkDYPpvJjHslQNj+kPLM4SRA+J/HwrbPJUDgyYYb6dQmQFie8B6UyCdA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EGogtUxTKECoKVBLnRcmQOCmZPl2nyZAONeXLJ7zJUCodQhqqrckQBh3paD0RCRAKI62sQ2tJUDQwenkpMclQCCNfESh/SZACOyoPcfUJkCYXEkRoJYnQNCPQteSHSlAYCKiA0oSKUAQaiC1TFMoQA==\"},\"shape\":[14],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"8NsjUqEjKkA4sgEwP2koQBg/irizaClAKOZdv83uKkCwPlBLAdwqQPDbI1KhIypA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WPFjYQqBMkDwmg4M8zcyQJDS3nWcejJAqHjs6ZE5MkA4o+Wvbs8xQPBDVu3vFzFAQHrDjS9DMEBAxY1VrtwvQOCRlI/nPy5AACGR8iCoLEAYlGszuG8sQACEWiJPrCxA0GNybXOQK0BYeloivXkqQKCkU+i7/ilAQNcjUscSKUCYw9jTFw4qQPgPuk4YGytAsEYn7yVfKkDQxjudp5ErQOgJgOH7RStAIDh5px63K0AwuiqMwoosQAB45kcADS1A8LqNVWqDLUBI5IYb5cosQIA0Bc0V8S1AQOZMrgzQLkCADSO6G10wQGAnC2/dCDBAaO1jYV2ZMUCIJJeUVoEyQFjxY2EKgTJA\"},\"shape\":[33],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EEIcgGA6MkAw6Cn01PkxQKgUI7pY+zFAKK68U1HyMUCYlNSe3F8yQEitHx1GhTJACGKha8eDMkCYaNvYOm0yQBBCHIBgOjJA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"yJVx1UTeMUBoTZBafLMxQNgyqKWR3DFAuMqkCNk5MkBon6tCXHQyQDi+MC4zhjJAYDziEpN9MkAwXgQ1n2YyQIjUe6wjKTJAMBQjugnjMUDIlXHVRN4xQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4AsSqRrfM0DgKZeU5rYzQFhJHICJ4jNAqMfNZFrhM0CwljdodZ8zQJC1vFPjpTNAsIfDjRNLM0C4+53OLlAzQBisgubjAzNAUJfUnqT6MkBoi/36uJwyQEBdBDWENDJA+KXlrzJsMkBokTdodmEyQGjj74albTJAwD5/SfQ+MkD4pOWvLS8yQDjBzWRIbTJAOP7XO4hIMkB4D4aDO5kxQKg8f0nwwTFAQEhW7YQLMkDY1HusBzcyQPiFYMRGJTJAmEW5tsg3MkBoS/Mj7wcyQDhQkFqxVzJAGPJjYTeqMkDgkTdoq4YyQJh57OkfcjJA4NZ7rB2rMkB437UZBBozQPg5qKXMezNACMpqm7mjM0DIpatCauozQOALEqka3zNA\"},\"shape\":[36],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4BDpTKutMkBw4u+GnDIyQIACdXL3gTJAeK2C5i1eM0BoKpeUL9IzQMheysfrGTRACBfpTNkTNEAI2N51KLIzQHgT6UyBQTNA4BDpTKutMkA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"wN798V4VM0A47IZti+oyQJC12y40DzNA2ET11sBWM0DYDDfg87MzQLi/z7hw0DNAOLVsrS/6M0CYI7n8hyw0QCAq499nRDRA2IOezao/NEAo2/l+ahQ0QBhGCI82/jNAaP5D+u3bM0AQJo3ROoIzQFDudygKdDNAmDI4Sl49M0DA3v3xXhUzQA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4JrJN9ukNEAw5zV2iZI0QKjEILByyDRAwO7Jw0LdNECgPbMkQO00QNiGbYsyAzVACLfRAN7qNED41RwgmMM0QOCayTfbpDRA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"2J/gYkUtNUAIQQ5KmBE1QMCHaHQHGTVACNsWZTY4NUDYn+BiRS01QA==\"},\"shape\":[5],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"mMCtu3lSNUCAaHQHsUM1QACCOXr8RjVAUPZdEfxPNUCQVBhbCIo1QKB1VDVBlDVASIrIsIq3NUAIcm2oGKc1QJjArbt5UjVA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+KscWmT7NUD4sfShC+I1QJByhXe5EDZAqE5AE2EjNkA4+N9Kdjw2QBiazk4GNzZA+KscWmT7NUA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"qIzs6erDNkCYTeISMmY2QCjCvFMdgzZAUC5dJ/ZGNkBo+Cn0aKg1QDCJiSDyNDVA6Jb9+nY4NUBQThyAQQQ1QCAkwPAuvDRAKJFgxKOxNEAIKfpd3Ug0QNjLapvlDDRAuKWrQmbsM0AQ3Husr98zQFAMEqnw8zNA+C00ywDbM0CQjMON0Wk0QPBuPqJQrDRAyEl/SW29NECwaQQ1Uwc1QGDIk/cdmTVAiLofHSaPNUBI8u+Gy9M1QPg60QF+CTZAcKXUnioxNkDgBQGYGWM2QKiPiSAQozZAsKfUniqwNkBIa2f+Iys2QNgEAZiRJzZAiBF1chvpNUDoratCHc01QNDrtRli5TVAEAUBmHc0NkD4IelM1ZA2QCCQiSDCyTZAQHk+oqj7NkA4+4y9KBQ3QJA8NMtIMDdAmFccgAUeN0C4J4aDIRs3QKiM7OnqwzZA\"},\"shape\":[42],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"yCLb+X7CN0DwKFyPwrU3QBjAWyBBSThA6ESeJF2TOEBIWYY41jU5QOBRuB6FKzlA+KNwPQpXOEDIItv5fsI3QA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EKjUnnXKNkBoMPpdd/g1QNgpI7qa0DZAQBXYO2eON0B4lOzp14k4QECsmjGjSzlA+B51cmL/OEAQxx8d72Q4QBCo1J51yjZA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"CK5H4XqUOkDoUbgehWs6QAjXo3A9yjpAIIXrUbjeOkDQo3A9Ctc6QAiuR+F6lDpA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+KNwPQqXOkAYTMPwEeE5QCCgibDhATpAQOF6FK6HOkAwkSdJ1+w6QADXo3A9CjtA+KNwPQqXOkA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"jIEYFxoTQUD4FhX6NedAQBwBZzLAmUBATAUEadDCQEBwwL+kEKVAQBQReEMvWkBAoMb5EaR+QEC02AqjWLtAQLytEd23B0FAAA0+Vun4QECY4UQQti5BQIyBGBcaE0FA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"5Pjy1/bVQUBYwSLudJ9BQDzcCiN9h0FA3G5qTzJ9QUBAiVIEM0lBQHw+1NLPWUFAoL2FtzaNQUAomMZe7JFBQBSwEd2fkkFAvNIzf3+xQUBkQ3GJxa9BQOT48tf21UFA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"5JxjlT3aQUBwyFxbG69BQAgvw0FmtkFAIEqrdlCtQUD0fN4pCpdBQPibYxVmpkFADB2ysKOAQUBAlCkownVBQLAxYPjgikFAwBZ4w9ajQUDknGOVPdpBQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"9PB+fZYdQ0AUB8p71rhCQERYghoukUJAZGFZvltPQkD8V4KakX9CQBTTlkhhjUJA9Mm/JHXOQkDkNMNBLRBDQKxMDsB5BENAFIBBc2oSQ0D08H59lh1DQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"nN8z/+CaRECowktKAEBEQIAHLUW0lkNAiDCJ1MeeQ0BQG9sMDHRDQHykYxX/lUNAnPV+fWwwREBgHD7WmXlEQPQpsrAyc0RAnN8z/+CaREA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"eO5+fS+SQkBEr3SmByxCQCQ6mmXj60FAxL2Ft62RQUDc77jqc1VBQHjl4caaTUFAZHKkvH67QEBArRFdruxAQGSaY5VbTEFAfFxZvh4wQUA8xVzb1PNAQIzxVaFg8UBAHHVB8zKTQEA4awtvSnM/QIB6HICSBz9AAM7UnhFrP0C0JCaL5ChAQKgGoZ8eTkBAvJApKOWlQEDka2rPVM1AQJSIUoTKHUFAXAuhn/ZfQUCo2W1sebdBQPCtdKal3UFAKPVVIXnDQUCcqjq5CadCQPCs1+/naUJAeJBSBOvpQkBgs3SmpBtDQEAB89cquENAHBihnxpIRECAziLu9ZhEQGy6dKZ0sERAWPHhRu3+Q0A41PmRJpdDQISD3qlFFkNAeO5+fS+SQkA=\"},\"shape\":[37],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WNdc24QTRUD88EQQpLBEQCitAMyzykRAdFJxidUgRUB8rwBMZlBFQIxG/S5HgUVAWNdc24QTRUA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"kDRP50gWRkAE6dA1/vpFQITVIu4+MUZA3E03HIyhRUDsgweGgn5FQHQUZzJj/0RAoEw3nOJWRUDoP2D408pEQLTj0DXnyERAoFYOQClIRUAUX0itqKpFQIS0nQLFsUVAgM/oANViRkBQuZ0Cl8ZGQKDtbWxTQUZAkDRP50gWRkA=\"},\"shape\":[16],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"iDxJumZGR0CUsWg6OzVHQFzGv8+4OEdAyAGfH0YER0AMUn5S7ftGQBhj7lpCMkdAGGmpvB1dR0AkKsb5m4RHQIg8SbpmRkdA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"JA8om3KNSECYmPViKItIQNDqVs9Js0hAwAxUxr/vSEBQMc7fhPpIQLDIk6Rr2khAYKHWNO+kSEAkDyibco1IQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QGBxCUhBSECobeXjdy9IQGRkDsCZaUhA2HKCGgqXSEDEMtsM18NIQAzvlshR6EhABHgf0Vr/SECAa6t2AkVJQCyOzZikYklA3K/vurpGSUCYwADMUDNJQDC2KSjDJUlAsETsnZn5SEDYjmrP1bxIQEhoq3b/h0hAQGBxCUhBSEA=\"},\"shape\":[16],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"cMvX7+9XSUA8ru+6+edIQAw02ww3E0lAiL8AzMj3SEB4erwHJ8tIQFR9Wb4QqEhAfLQpqEHHSEDQ7ZbI459IQIjNEd0lQkhAOJdB8wlYSEAkfvb0HRRIQCT7p9mMxEdAxIEwYudTR0B0Tv0uJE9HQMjaIu5NZ0dAPOqWyAbQR0AEObKwSuBHQLQzFXpHcUdAeFKaZbl1R0AgUP0u3bFHQISRpDz30EdAjHlZvlHJR0Cs1eiAOs1HQCSjtU0h80dAyB7K+zEgSEAcLT7W90JIQGyRBwYTkEhAAENPZ/BbSUA4CuLGyqRJQPhtq3bo0ElAqK5ShEzLSUBQRE/nlahJQHDL1+/vV0lA\"},\"shape\":[33],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"uKN2Bh8FS0DUsLVNXA9LQMjarhMIfkpAgP5tbBgXSkCE/m3sVxdKQJD/bezhUUpAbN5LSs2MSkCYyp0Cq7RKQJQuZzLw7EpAKFjDwcEVS0C4o3YGHwVLQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"uKN2Bh8FS0AwnAcGHwVLQDCcBwYfBUtAuKN2Bh8FS0A=\"},\"shape\":[4],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"jLrGXrFfSUCQtsZe+nxIQKjSrhM9p0hAsJ8YF0juR0BoOk/nGWtHQLh59vSmEUdA3IEwYtFeR0A49AqjvvtGQLhmSK0oZ0dAYFSaZdvjR0CobuXj+W1IQKyc3qm9zkhAvOpcW+Z5SUB8TIlUvPdJQJw3PtampkpAtFpg+I3hSkCcYppl3BxLQHRf/S7VLktApJTNmC/aSkDInKQ80V5KQKyCWT7a4ElAjLrGXrFfSUA=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"pFAmi0shSkA8od6pq9VJQISh3qkE6UlAuLspKKxuSkBYE3990PBKQHiM9vQOVUtAOP4z/9iQS0C8EuJGIJZLQLSgpDz9RktAWMHGXgzvSkD4jzDimpNKQKRQJotLIUpA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"RGL9LhTOS0CQq3vgZmZLQGT0XNuzrktAnCiQjtXjS0D8mc2YQg5MQERi/S4UzktA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"OCG56tOOTED4f+XjCV5MQKhommUSf0xAvHqrdgi7TEBkvFKEhehMQPDGKSgH/ExA0GNg+GHzTECgoGrPp8tMQDghuerTjkxA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"1Gj9rkdRTUDUu1KEycZMQIhcJotS2ExAHLxShKfXTEC8ve+6XG9MQAh0DkCl/EtAMFWJ1Hr0S0AIJpCO/09LQIx3SK1wO0tAPAtFEJqpSkDwzDo5CndKQHiSzZioXkpAnGsOwMwMSkDA5SLuQ+dJQFRVYPgLpUlAXLDvugNiSUAUMj7WMmNJQNhdN5wAQElAUNIRXTNZSUCET8PBOh1JQLh4H1HBK0lAVAfiRuH6SEBgeB9RcBRJQKR6H1HhmklAPJ1Bc4e2SUCMKWey9stJQLT60DXm/klAOGXU0pImSkCs9ZZIhWtKQCT3lkhcv0pA3OWFt8SzSkAwW2B4FP5KQPiIWb64TktANFYmiz5lS0CIhryH4odLQBQhVqEVwUtA0AkLo1nkS0DICAuj06dLQLxLsrAzI0xADDVnMntkTEB8pAcG0OhMQEwa4kakUE1AOLcYF4JGTUDUaP2uR1FNQA==\"},\"shape\":[44],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"8K9Bc3r0TUCwwFKEkeBNQMQINP9/+E1ADBeo2UUbTkB0URV6LDFOQCxABOmUJU5A8K9Bc3r0TUA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"qNhfdk8UT0A44PPDCNFOQAyhZ7Pq205AAFslWBwCT0BkVz7L8wpPQECrPldbMU9APJ2dDI4uT0Co2F92TxRPQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"lP+QfvtaT0BQbypSYRRPQPDdH+9VF09AeNCzWfU5T0D0zK/mAHVPQNBOBkfJc09AlP+QfvtaT0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"pIirdinkT0B0L7nqzMtPQGig9vT02E9APN0AzC63T0AUc/2uFKZPQKw/yvsjmE9A5MAYFwx9T0BMZYlU45hPQET/Iu4asE9ARJUfUa2oT0CUbMPB8rNPQKSIq3Yp5E9A\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"7rGn8xBqUEBGj4XR601QQEZcUh7LV1BAwlF7+gNHUECuCZp/ETFQQHrI8vEgHVBAHE8+1mP9T0B4LlnYrQNQQGig9vTs3E9AvBPRtaO0T0AoGwuja9NPQBorvCGFBlBA5JUfUezIT0BcBV1btIZPQAT56ICR0U9AVPVLSkfFT0Beun4XSwJQQIac+auqNFBAFP0lJUhvUEDusafzEGpQQA==\"},\"shape\":[20],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"9kikVi2dUEBgkyKIwnNQQCy44WAbSFBAJFtSHk0XUEAMhQ5A4dZPQDxYFXqJv09ABDNWoWLST0DoA8Ak5/pPQIhN3kO8GVBALjaTRQg5UEDyW1IecEVQQG644eA6WFBAOt6guR1nUEAidZ0czZBQQGJdUh5FmlBAlhHU7NpuUECm7BTUs5FQQLbvsUqbf1BADoMR97ahUED2SKRWLZ1QQA==\"},\"shape\":[20],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"tOsX7IbJUECWSKKXUcZQQLpGPUSj5VBAol/NAYIJUUBiRQ2mYRJRQPZL/bypAFFAiGfQ0D/lUEDcT42XbtxQQLTrF+yGyVBA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"vNqK/WWlUEAodqbQeZVQQNwIxOv6w1BAaqgY52+6UED4FaQZi35QQGoYPiKmYlBA2CWqtwZcUEC2FFeVfR1QQK6BrRIsEFBAXHZPHhYSUEBqZmZmZihQQHyIRncQO1BAtl1ortNWUECOhLacS2FQQMIbmUf+WFBAnCl0XmNvUECE42vPLIdQQPSYgcr4d1BAKH8w8NxZUEAi4yCMsz5QQITD2jesPVFA1szMzMwMUUC2JEBNLc1QQLzaiv1lpVBA\"},\"shape\":[24],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"isUZZuRGUUCeL2dZczBRQJJwkonXQ1FAYtJQRtg8UUCIme4YmllRQDgKLCNxbVFAgCnmwy+JUUDSo8W8CndRQN5RDZ6Fa1FAgsJKqFxfUUCKxRlm5EZRQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"akK0dgHhUUDEHXjAQrVRQBgwlhsiy1FAakK0dgHhUUA=\"},\"shape\":[4],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"59RDwEK1UUA6ZqAy/rFRQBQ2PL1SxlFA0lYJdQHhUUDglaYaIstRQOfUQ8BCtVFA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"IqtbPSe5UUDEHXjAQrVRQGpCtHYB4VFAJObLC7DjUUCafLPNjeNRQEi7Cik/0VFA9Pi9TX/IUUAiq1s9J7lRQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[932],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WoY41sVHUkDWc9L7xilSQE6mCkYlPVJAloeFWtMcUkAeTWcngz1SQAI7cM6IKFJAztKHLqjpUUCyogbTMARSQLSACdy6RVJApqDbSxpPUkDSCgxZ3URSQHZn7bYLK1JAtuHplbLsUUA0+grSjL9RQG5Qwkzbn1FA6Ch5dY6BUUCS39v0Z2VRQOwhGt1BYFFApvyk2qdHUUCc8e8zLjBRQA7Xo3A9OlFA8FG4HoVLUUDgQexMoUdRQFq4HoXrMVFAZO/+eK8mUUDIbJBJRiJRQKwrn+V5QFFAUrgehetRUUAQN+Dzw0pRQEQK16NwfVFAHGPuWkKEUUDU1VbsL49RQNiuQspPjFFALHoZxXKXUUBoZmZmZqZRQAZNhA1PoVFApGH4iJiiUUB8YTJVMLpRQPgk6ZrJ01FA4nGKjuTSUUDed0Xwv+NRQLSEfNCzE1JAEjz3Hi4tUkB+aRg+IlRSQFqGONbFR1JA\"},\"shape\":[45],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"fhSuR+FaUkB2PQrXozBSQEAK16NwXVJAZGZmZmZmUkAsXI/C9WhSQH4UrkfhWlJA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"2mgQZJJGUkAAAACA4zRSQP7//z/BNlJAAAAAIBs4UkACAABAgC9SQP7//79iM1JABgAA4FJVUkAAAAAgXWxSQP7//z+fcFJAAgAAQLlpUkDaaBBkkkZSQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[73],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+tozSwJ2UkBC5zV2iWhSQHQ9CtejcFJAtEfhehReUkAsgv+tZD9SQKRwPQrXI1JACNejcD3qUUCqrdhfdtFRQMKnABjP1lFAkmfQ0D/vUUByPQrXoyBSQITrUbgeNVJAqLlOIy0tUkDeo3A9CldSQPraM0sCdlJA\"},\"shape\":[15],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"NBfxnZhNUkCaUtDtJU1SQLDc0mpIVFJAHMVyS6tXUkCc3je+9nBSQAZtOZfidlJAItv5fmpeUkA0F/GdmE1SQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"rn86U2gxUkBwQTD8kgFSQG6T6Nr1A1JAoJ6/fi08UkDcIA7a/ltSQB5RpNYxd1JA/LDQT6KIUkD4sNDPZoZSQPgugrTUdlJA3NHy8dY9UkCufzpTaDFSQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"lpmZmZnZUUAGMUJ4tLlRQPYoXI/C1VFAIKz/c5j3UUDCmgMEcwxSQKaMf59xQVJA8FG4HoVrUkDe+X5qvJJSQFwM5US7nFJA7DhFR3KPUkAApdqn44tSQE47/DVZeVJAuFhRg2leUkD0Zz9SRE5SQOh6FK5HIVJAHq5H4Xr0UUCWmZmZmdlRQA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"vLkxPWHFUkDcY+lDF6xSQGhrfZHQsVJAKre0GhLLUkDu/xzmy99SQBIfEVMi1lJAvLkxPWHFUkA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WLVtRri+UkCU/E4B6aVSQPx6AOatqlJAvI+uLV67UkDIUqRWLthSQODlAwNs6VJARHhjr/nSUkBYtW1GuL5SQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"XLpJDALkUkAYrkfherRSQEhenWNAtlJAJIoCfSKnUkAOFoczv9BSQAgWhzO//FJAqNkDrcAIU0AKCObo8QVTQFy6SQwC5FJA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"tEfhehQuU0CWXaJ6axBTQHSiXYWU71JAAAAAAADAUkDYhy6ob7lSQFYGR8mrw1JAZLpJDALpUkACX5hMFeRSQFb1udqKFVNAgMucLosTU0AqhnKiXSlTQDAwZHWrJVNAtEfhehQuU0A=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"dBA7U+gMU0BMB+v/HPZSQAgv+grSAFNAhi9Mpgr+UkC+BrZKsN5SQJRp+1dWwFJAZmZmZma2UkBa7/54r5pSQM7yPLg7mVJArmg6OxmuUkBqZmZmZspSQJxqn47HwlJA+EpZhjjOUkAWO1PovAxTQEhCW86lHlNAemfttgsJU0CaUtDtJeNSQPiImBJJ3lJAqsq+K4IbU0C8XWiu0zJTQEAOSphpK1NAdBA7U+gMU0A=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"lmXvFByuUUD+7XfdfqhRQHymlmLPsFFA7M/y8TnNUUBKuKdzYt5RQKqu0M/zAFJArKT5K68OUkCqRc0ylTFSQEa3Cr0paFJAzLqn8/xvUkBguAq9KKhSQMYKw9s1xVJApIl0QADnUkAYDMPbHhBTQExGMHwZHFNAgHbGeNMzU0D4LuX9IzxTQKbtPTDeIlNADkYw/PMOU0C02yxfN+9SQI5q71Sy0FJAcvUUlMeTUkB23MmVUFVSQKarM9nCF1JA3JLoGpniUUCWZe8UHK5RQA==\"},\"shape\":[26],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"eiFxo0NGU0A6bO/UrjFTQMC6Cj3TMVNAzjGCNMYcU0A8OLyhvARTQLQc1OxB9lJA2ryn8wznUkCW7D1wPORSQF4t5f3f3lJA2nEpwr/sUkBKAew3MvJSQDhkteex7VJAOgSJ7o7VUkAszbiEFLtSQNJY3kMRqlJAWBSaP1GcUkD2nCIIGaRSQL6LEfc9mlJAOj32jhuZUkAsCsPb/qBSQACCOtOdtVJA6tePqMHYUkC+HNRsffhSQDy6Cn1uFFNA6N/JlT8cU0Bw2Y+oETBTQGpiGDFUSlNAeiFxo0NGU0A=\"},\"shape\":[28],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"7MXhYExpU0A+IXEjIDhTQFT7sQrsIVNA4s64hMseU0CurzPZZwNTQHBkteeZ+VJAOO09cHUHU0A47T1wdQdTQH7IfhdUN1NAHBs3NshgU0AQp1x15F9TQOzF4WBMaVNA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[1300],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[52],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Lm6Yn609UUDQYyuCsT5QQADp4ZAvvlBALm6Yn609UUA=\"},\"shape\":[4],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4K2WokdhU0BA2o8ocl9TQOrW8vGGY1NAJCmrkGp1U0Bop1z1enRTQASuluKYaFNA4K2WokdhU0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"MpZL5JtsU0B+zBvOMFpTQIp3xnjcblNAzma1Z0SDU0D0oCIIyolTQNIU/cjDf1NAMpZL5JtsU0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Jmx4eqV2U0CcwK27eVxTQGSFlJ9Ua1NA5hwDstd7U0AmpaDbS5BTQBxpqbwdnVNAWK7wLheFU0AmbHh6pXZTQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"bATst4amU0BK7KD5CppTQLC10A8bmlNAZhX9SDyjU0DucYxLZrZTQICoXPV7s1NAbATst4amU0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"JB/U7KSDU0AMe2MvcHZTQNAsSIdNhVNAUrIzmVGdU0B+NIK0zbdTQNrUVTs/tVNAUIY6EwOxU0BYw0SqxZpTQCQf1Oykg1NA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/rhtxsiUU0COGzc2FXpTQA7lZgw3gVNA/KdcdfeVU0CG9nddV5hTQKAmDtpaq1NAdukDA8a6U0C2KqtQTdNTQMr6FBSVylNAXl3ewzqzU0D+uG3GyJRTQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EF70FaSTU0Bs5/up8XpTQNplMbH5zlNAfEDZlCvWU0BKrMWnANJTQHa70FynrVNAEF70FaSTU0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+v3UeOnsU0A8WP/nML1TQLYubqMBpFNAinssfeh0U0D6CS5W1GhTQIrDmV/NM1NABk2EDU8xU0AkwoanV1hTQF7TvOMUb1NAIKz/c5iBU0BumnecordTQDSP/MHA6VNAqHprYKsAVEDGJmvUQ+pTQGxXIeUn61NArIdodAcBVEAwK01KQQNUQPr91Hjp7FNA\"},\"shape\":[18],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"wvh33REaVED69NomnANUQABlGDEk4VNAev6xypnZU0BMb+/URuRTQGx2KULp9VNAwC5IRwj3U0COc4zLaBRUQAIKiS5IJlRAWAbsN+QWVECe9dqmDipUQML4d90RGlRA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"TCVxowYjVEDObFJelhpUQDoeN3a7FVRAmuAs3zoLVEBmQ/bOpgBUQAKZS+TSD1RAvJzoms0jVEA22vJxvyVUQOK0MxlnMVRAzAbsNy0yVEA2Ts2y7iBUQCTQG05BMFRAxNO4BM86VEAY0BtOyCxUQEwlcaMGI1RA\"},\"shape\":[15],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Pm8qUmG4U0AQT6+UZbBTQD7qIRrdwlNApu+nxkvbU0B+3/jaMwlUQB45C3vaFVRAzt7gC5NBVEDKuriNBlBUQIb7OnDOL1RAxN1Zu+3xU0A+bypSYbhTQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"CNejcD3qU0BqgQTFj9VTQOyuJeSDwlNAiBvw+WGSU0BG9nr3x41TQBJvZB75lVNA5GdcOBCwU0DEpDFaR8dTQHJN845T2FNAfppattbXU0CwwTQMH+1TQJaSV+cYClRAktkgk4wmVEBAfxMKETpUQC5XeJeLPlRAqvsApDZNVEBYFOgTeVBUQKKSOgFNLlRAbK5xu5ggVEAcrkfhehRUQAjXo3A96lNA\"},\"shape\":[21],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"tFfD+M3GVECKfXTqysFUQJ6ZmZmZuVRACpF++zqoVEBMpgpGJZdUQEw3iUFge1RATLHc0mpuVEDK+PcZF2BUQJ7Ik6RrYFRAoJmZmZk5VEBOTIkkeidUQDozMzMz81NAjLDh6ZXoU0BqZg7Hh9tTQJDqrYGt1FNAjO4gdqbMU0BylWBxOMFTQDp6/N6moVNAgB7cnbWLU0D61RwgmHlTQKpEEr2MYFNABKipZWtNU0B0DMhe7z5TQJqCbi9pQVNAoLDEA8oxU0DisG1RZgtTQMpZ2NMOHVNAVsvW+iITU0CAFK5H4RpTQEY9RKM7HlNAnuKqsu88U0BaeTvCaUtTQJ6ZmZmZeVNABpPyHhh+U0Dy12SNemJTQO5RuB6Fi1NA3pQrvMuXU0AwnZ0MjrBTQHpYqDXNv1NArkNuhhvWU0B4gGCOHu9TQBilvcEXEFRA3HIuxVUNVEBuZmZmZgZUQOrmqQ65HVRAgutRuB4lVED8eVORCiFUQOpg/Z/DNlRAdD0K16NQVEC62or9ZWNUQPbIHww8eVRAPgrXo3CFVED6vKlIhYdUQJpoVyHlkVRA2Jks2b6pVEBqZmZmZqZUQBSuR+F6lFRA3KNwPQq3VEDeehSuR8FUQJ6KVBhbyFRAAgMDAwPLVECyaDo7GcRUQJoHd2ftzlRAqi8dsN3KVEC0V8P4zcZUQA==\"},\"shape\":[65],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[132],\"dtype\":\"float64\",\"order\":\"little\"}]]]]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p25629\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p25630\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"MultiPolygons\",\"id\":\"p25625\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_color\":{\"type\":\"value\",\"value\":\"#efefdb\"},\"fill_color\":{\"type\":\"value\",\"value\":\"#efefdb\"}}},\"selection_glyph\":{\"type\":\"object\",\"name\":\"MultiPolygons\",\"id\":\"p25631\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_color\":{\"type\":\"value\",\"value\":\"#efefdb\"},\"line_alpha\":{\"type\":\"value\",\"value\":1.0},\"line_width\":{\"type\":\"value\",\"value\":1},\"line_join\":{\"type\":\"value\",\"value\":\"bevel\"},\"line_cap\":{\"type\":\"value\",\"value\":\"butt\"},\"line_dash\":{\"type\":\"value\",\"value\":[]},\"line_dash_offset\":{\"type\":\"value\",\"value\":0},\"fill_color\":{\"type\":\"value\",\"value\":\"#efefdb\"},\"fill_alpha\":{\"type\":\"value\",\"value\":1.0},\"hatch_color\":{\"type\":\"value\",\"value\":\"black\"},\"hatch_alpha\":{\"type\":\"value\",\"value\":1.0},\"hatch_scale\":{\"type\":\"value\",\"value\":12.0},\"hatch_pattern\":{\"type\":\"value\",\"value\":null},\"hatch_weight\":{\"type\":\"value\",\"value\":1.0}}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"MultiPolygons\",\"id\":\"p25626\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_color\":{\"type\":\"value\",\"value\":\"#efefdb\"},\"line_alpha\":{\"type\":\"value\",\"value\":0.1},\"fill_color\":{\"type\":\"value\",\"value\":\"#efefdb\"},\"fill_alpha\":{\"type\":\"value\",\"value\":0.1},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.1}}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"MultiPolygons\",\"id\":\"p25627\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_color\":{\"type\":\"value\",\"value\":\"#efefdb\"},\"line_alpha\":{\"type\":\"value\",\"value\":0.2},\"fill_color\":{\"type\":\"value\",\"value\":\"#efefdb\"},\"fill_alpha\":{\"type\":\"value\",\"value\":0.2},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.2}}}}},{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"p25641\",\"attributes\":{\"data_source\":{\"type\":\"object\",\"name\":\"ColumnDataSource\",\"id\":\"p25632\",\"attributes\":{\"selected\":{\"type\":\"object\",\"name\":\"Selection\",\"id\":\"p25633\",\"attributes\":{\"indices\":[],\"line_indices\":[]}},\"selection_policy\":{\"type\":\"object\",\"name\":\"UnionRenderers\",\"id\":\"p25634\"},\"data\":{\"type\":\"map\",\"entries\":[[\"xs\",[[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[52],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[1937],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"K7n8h/RLZkCBa2CrBERmQMe7XMR3NWZAr8E0DB8pZkBvF5rrNCxmQDnJyFnYPWZAg8XhzK9RZkAhEvdY+lZmQCu5/If0S2ZA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"LSizk5XTZUCnmPBdisplQCvqqDyksWVAGZG2sDmgZUBbCC4oWpRlQGVyMcW7oWVAnwWRcem6ZUA1W+ZGNcplQIkTBUxYyWVAX0rV9U3WZUCbt3WJytdlQFtb5sZk0mVAOQL0ukW7ZUD59xyXXrplQHUQaBXO3GVAPUc4v0jnZUBLczHF1NRlQMUaPzks4mVA37d1iarnZUBHfgjpZQBmQNHCTK1BEGZA3Wa9qlgcZkCjrp7lDSFmQFtB/lEUHmZAUasBr58mZkDzGKICDj9mQIXi0ZjKSGZAk9HAB4xQZkADttjSVEBmQJ+kx8EKLmZAseHRGGwYZkDn7kXzq/5lQAMieWbi+WVAPTYnbnHrZUBBcJSOxeplQC0os5OV02VA\"},\"shape\":[36],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"oXwI6aagZUBZva/2jZllQEt1znscg2VAp7LY0lt+ZUDN3tEYO3JlQM/oqLwAZGVA+zbEJMxQZUAB6Ki8XjVlQLtslI5hHmVAWTInbrgJZUCta5ROfOFkQAl5COlK0GRAY4PfDKnVZEC53NGYcPhkQH/gbs8pDWVAVdP6dKIqZUB7FKICmzplQHt0zvu7U2VAdx95puxlZUADIxZdfm5lQFdkverfiWVAo0KbSJCiZUBfzsCHwpZlQB+pAa8gp2VAJ1Ss2Qu8ZUBXVKzZ88dlQG8C9Drsx2VAr6LHQau+ZUCza/dX6adlQKF8COmmoGVA\"},\"shape\":[30],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"5/7zOgn7ZEB1s3UJ8OZkQNN8pZ/C5WRA2SAWXXzwZEDn/vM6CftkQA==\"},\"shape\":[5],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"5WRaYXLjZEDLwOnjIdRkQOuonqXL1GRAc4PfjGHZZED9wOnjCeBkQAU8/hGk6GRA5WRaYXLjZEA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"8dg0ItfjZECdZFohM9NkQOu8TK31uGRAQ6ieZbiuZEDbSw8jpKBkQCeC3wy4jmRAm8nAh/KAZECrLIo3YIVkQBvb0diNmmRAPQtoFS6vZEDnsnVJEsZkQG8gFl2u12RA8dg0ItfjZEA=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"3YDfDM9DZEA3WyA0Wz1kQA9U5sY7KmRAc+riqWY2ZECHz/q0wUxkQN2A3wzPQ2RA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Y3YIacI1ZECP3G7P9ShkQFcFy95wHWRAn3xCVo8SZEBBBcteORlkQM3EI9HwMGRAY3YIacI1ZEA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"r876dEUbZECrfEJWCBZkQH18QladC2RAH98Lhn72Y0ArjVPnevRjQJtFcqwu+2NAi98Lhs0OZECvzvp0RRtkQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"aRI/OQD8Y0ArjVPnevRjQHflRXM92mNA/RTc74TLY0C14ai8wcZjQDv9kHHB0mNAwwdoFUfkY0CRNGFbW/1jQGkSPzkA/GNA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"FTqbyDqxY0B30zTieqRjQH9i99dekWNAO1ggNLmPY0AjoAFv3ZxjQN9R5obcqmNAFTqbyDqxY0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"W8+XKyl8Y0CfZZSOo4BjQKdGDyOHcWNA90JybANiY0CHYffXUVhjQO3Ybk/hVGNA33Wln3NQY0CVrHWJVVdjQIP0VgRYZWNAg+p/IDNzY0Bbz5crKXxjQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[224],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"LYa2MHskY0Cnq3XJoyBjQB/zVgR7FGNAhcZd/q0HY0BrS0mQPfpiQLPCwAdc72JAE21rMhTeYkDvCaKCL9ViQG/yVgRM7GJAJ1m96oD+YkBX5eIp/gxjQAULogJwFGNAybVMLXkaY0AthrYweyRjQA==\"},\"shape\":[14],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"g0tJEHP/YkBf9vO6MgpjQG9qzvvWCmNAI9TRmGAEY0Df5OIpNvFiQFuFtnC79GJAfV/3l97iYkArZjHF1tliQHs5OL+Ux2JAkVta4XjEYkDvNZtI4b9iQNNe99cOu2JAdeocl4ypYkCjlMfB24xiQCv087o0imJAW28IaXucYkCD8VYEuLZiQK/PNOK3x2JAsygnbiTYYkD1UYP9pOliQEMi7QCx7mJAg0tJEHP/YkA=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[67],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"3S4012nXYkAVxhaCHIdiQGnjiLV4S2JAVwCMZ9BDYkCD/61kR39iQF/+Q/ptsmJA3S4012nXYkA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"q9qoPLwsYkDlc0LWzBdiQIuBtnD6FmJA5VhaYXEpYkDDiPBd0i1iQDHUbk+MQWJAM38Z+jlVYkBLRazZ2VtiQKNuCOkQcmJA3+Li6T99YkAPaM67jYBiQKsIogKEi2JAK5EqC0CJYkC94uJpDnZiQJGJ8B0TXWJAbeV/4KZLYkCr2qg8vCxiQA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"zwIFDCD9YUDvJ8RkkuRhQCNoa/L2vmFA98o0ooC1YUD7w/p0LaxhQPOF8J38iWFA37gjUSl6YUCT7/M6kH5hQNk31TUnomFAI/5nVZGzYUA1z9EY4uVhQCOqEsDoAWJAC1laYWExYkAL3kUzRCpiQH2BtjChE2JAzwIFDCD9YUA=\"},\"shape\":[16],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"V6TC2MIiYkCzKVd4F69hQL8wmSqYWmFA1eyBVmAwYUCX8e8zLh9hQEsp6PaSXmFAp37eVKSTYUCbmZmZmQliQFekwtjCImJA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"iX0Zerz0YUCzRklQh+dhQIMTFt1Y6GFA/73Ah0TdYUCFBaIC9NRhQFd5fEO2xmFAZx3tAGzTYUB9U71q17VhQIHHl6sCs2FA4TtybMLFYUCnCD95WMRhQFE41TXxvGFAW/5nFZfAYUBvvcCHBb1hQJ9rCOnxwmFAC+DiKe3XYUCB8fM6K/BhQMf7yl4S8WFAEZ87nODRYUC7uiPRkOVhQOdK5sbuFGJAiX0Zerz0YUA=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EzY8vVLzYUDjcOZXc+9hQAOCOXr8wWFAwfo/h/mZYUDDkNWtnnthQLul1ZA4gWFAwwRu3c3CYUATNjy9UvNhQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"g7kjkT6fYUCfPg8jtJ5hQFsPeaZOvGFAQyfEpEG9YUC/VlqhzqthQJuTZPjIiWFAIybEpER8YUBj5RzXwIFhQE8pYRulbWFA6XoZenFbYUC3sOnjfyxhQAf4yp4pF2FAx6/pY671YEAn2EUzd9NgQHt3GfrDk2BAJyVhm0t8YEA1WzFFHFxgQJcF3G9TS2BAKVBaIRItYECNSSD0ETpgQHkMFl1TTmBAGwI/OXpGYEDbsyNR9lVgQJ0aijemamBAQ/wETACAYEDnLjh/jl9gQN/nVkQEhWBAKfbK3uOqYEDj7PO6iuJgQKviHBff42BAdYPwHWD5YEB/K/6R9iZhQLfTC4Y3X2FA3xEW3RqIYUDNH4o3xZhhQEFFSVAxk2FAg7kjkT6fYUA=\"},\"shape\":[37],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AxntAG7UYECLB9xv7rxgQK+WnmXGr2BAYzPVdZSdYECLqkyt4ItgQOc5D6Oei2BAixuKt3mgYECFv/r096hgQAnK0dhfuWBA28Y0YoLGYEDbq0wththgQAMZ7QBu1GBA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+WqlHzDXYECNytGYQ9dgQMMfJ+78z2BApx8nbkrJYEBjJmHbm8NgQGdPvWq5xmBA+WqlHzDXYEA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"q6ISQBVPYEB7pa823ytgQFlnpR9ZBGBAcjEUb4f5X0C3T1rh5hJgQLP6BMz3JGBATVeUjrI/YEB/dhn6tlpgQKuiEkAVT2BA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"08M0IgYWYEC1T1qhBhNgQA36BAwiAGBAvjvrEqz7X0CqVtPHbuZfQO7NSj+R2V9A6rJiCpPsX0Cngo1UMwNgQLnURfMoDGBA9m4eRvT9X0BDHCdu2ANgQC+NZLhZFGBA08M0IgYWYEA=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"bsBzm+YbX0Bu3FtQqkVfQI5zWLNBe19AwiKglPO9X0BqZ+TYf9VfQAqhUXlDvV9AcpZ61UKpX0C2lXrVnHxfQGJogQ+FRV9Alr3W5P49X0CqtZx3uP5eQGJLmVoz415A/szndXDdXkB2XKprHuVeQG7Ac5vmG19A\"},\"shape\":[15],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Dkz8I/PPX0BO1ISsCsBfQKKtxVNMf19AOnf1acOLX0Ae/eC7/rdfQA5M/CPzz19A\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"PkTCth2YX0DOF8nwn5NfQO7nMvRAjl9ABkr8I2BaX0AehGlEK15fQJaNQGjvMF9AkoYGe34mX0CenVF51fVeQA5qHkY2315ABslKP1C8XkBen+6v/ZNeQIrVvhngel5AOsEQ0niFXkBWBlUW1bReQM6SetXy0l5AVil3uA3nXkAOARspmA9fQNaFBvsT/F5Adj4lABEOX0Dm/n1yYFlfQJaOQOi4a19AZk2ZWklXX0AiWHD+NXVfQHJHX+2XjF9AchtmJ2WiX0Ay6DL0n55fQD5EwrYdmF9A\"},\"shape\":[27],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"wvSmzilgX0C6OOsSiU5fQGqQ3Z4SEV9AEldw/jA4X0DaTJlaBjlfQMYOj4NcE19AVnX16WEdX0CK8AmYpjBfQDIn2gFRM19AQhMsusFRX0CGm7TCGEJfQKZaDbXCQF9AwjyISSRyX0DC9KbOKWBfQA==\"},\"shape\":[14],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"XjVOXGRPX0AO6s8qOURfQFZ4kiD2BF9AGrH/QF27XkCudZIgrWpeQIK8c5uwOF5A6hDJ8EgCXkBO5M8q3fRdQN5ou3yy1F1AGjLrEpXLXUB6cpIgI7FdQErqCZgDxV1A+leq6+zfXUBunO6v1OldQDrnbGF7111Arko2kfryXUAOME7ckBteQM7CrYj2GF5AzqpiiowTXkDOjN2eOz5eQLrvps57OV5AnjslgKBnXkBWGQNeU19eQEYndzg/b15Ailuqaw2uXkCuBVUWIY9eQDLuCZg5qF5A2v8aqWPKXkAqfswN8cpeQEbISr9mkV5A8j/CthedXkBWfMyNh2BeQD7PhKzdmF5AzhoDXqe0XkA+pyididBeQILaW9DL1V5A+mDk2HNeXkDWALjf5TteQJK7c5udAl5AKlxHorcLXkAO6WxhoUNeQLZUcP5Grl5A5tpbUN/rXkDi1CFj+BtfQF41TlxkT19A\"},\"shape\":[45],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"TthbUJBUXkDifmnE0C1eQM7CrYj2GF5AKtdb0FUSXkCO3ZW9j/hdQKJRcH7w+l1ASqCL5oEEXkC24TL0GiReQIKM3Z5fLF5AYrKc93k/XkDm8kMFeyteQAbsCZg7KF5ADp7urxZIXkBCb1izN4JeQG6EBnv3ql5AlsWtCG+7XkCOJdoBE9NeQD4tFG/0BF9AIvrgO5oLX0A6N+sSuvZeQE5gR6LR/F5A/m9Ys+GsXkAO+OA7kpBeQMJ1kiClbl5AcmSBD1NgXkAKBVUWa2peQA4yTtwlkF5ALpxReQChXkCGutZkJ4teQJpvWLOQlV5AWk02kb6PXkCG/hqpAXxeQE7YW1CQVF5A\"},\"shape\":[33],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Xpq0QuD+XkC2pIvm/ARfQP7uCRie1V5AHhhmJ+3fXkAKA7hforxeQMrglb2StV5AWoQGe4KlXkCSwRDSUpheQNqVF4y8v15ATuGVvdXTXkCO+eA74udeQF6atELg/l5A\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"opQXDIx4XkCe/hqpdIJeQG55L1fpfV5ASoBpxCqAXkCGCfJM0KheQEZ3kiB0xl5ATneSoLHHXkBiQ1/t9p5eQKKUFwyMeF5A\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"3n3MjdO5XkCW/hqpeIBeQLahi+bdVV5Asks2EcQtXkCiUXB+8PpdQEIldzgp+11AYjTrkklQXkBai0BocrBeQN59zI3TuV5A\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EmSBjz1LXkAKgGnEx3FeQN62OS7hfF5AXvCmzq5fXkC6XEeidSxeQKIePcvLBl5Aml/k2BUOXkAaFWYn0C9eQBJkgY89S15A\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"nsAQ0sBhXkCiJnc4h0teQBK1OS6zFF5AmnvMjV41XkDSDiy6x1BeQJ7AENLAYV5A\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"IsOtiMwtXkDOvxDSoTFeQJIboJQ/G15AesyErJ75XUDaMeuS8L1dQFoKj4PhEl5AIsOtiMwtXkA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"BnnMDUugXUAeK7Gl4sFdQA78Gqkj7F1A8kaZWrzgXUCGoiidML9dQCKDozHDmF1A8hs9y4ZqXUC+01tQJ0tdQAZ5zA1LoF1A\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"2mMeRgp4XUACjXrVF4NdQN42JQAMVF1AppO0QnN4XUBiSTaRkqddQOZnu3wknF1AjrpzmxXHXUDu1VtQpMtdQC4x65JAll1ALuymzhlsXUDiRJlaLWldQFobPctLSF1Anv9UFmguXUCWh92eIA5dQNoLyXDY3FxAJnhpxGWmXEAqtXObDo1cQKbu4LugbVxAlgxmJ7g/XEDG9rffAPNbQNp+QGiv11tA5l+7fM7KW0C+Q9NHWplbQB48mdpyaltAbgEsumxEW0Aeay9X+DxbQP6JtELhRVtADhM9y5pkW0A2Sg01ioRbQPZGcH5TjltA1g0DXhbDW0AeNMK2Au1bQAKsOS5cBFxA6uMJmHJQXEDKOV/tXHBcQO7JIWP+nVxAGiMU71i3XEBGdswNDgBdQOJQDTV6CV1ApgksuikiXUBii3rV1yNdQMq4c5tiYV1AptC+GZ1eXUAyZ7t89XNdQAZUDbXKv11A2mMeRgp4XUA=\"},\"shape\":[46],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"6p2L5pl5XUCeAFUWc2hdQN7dMvRbRV1Atq2cd14vXUBGdC9XxlFdQI5ggQ8bfl1A3pvurxjIXUCWm+6vOLhdQPYOyfCtkF1A6p2L5pl5XUA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"fibrEucnW0D6XLt8KB9bQPI2/COdBFtANpKL5vXQWkAq1c8qToNaQMJjkiBkV1pAsrZKv/WRWkAKE9oBEJ1aQOryt9/GEVtA8lLk2GQsW0CelIvmXltbQAqPUXmDpVtAxtcydGnhW0BuxISs0SNcQL59ozG+XVxAGtsy9CCkXEDGQplaJ+1cQLr5t9+mnlxAWjz8I6Q+XEDGQjYRWSdcQN7FIeOcsFtAnmJYs4KiW0B+JusS5ydbQA==\"},\"shape\":[23],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QqP/QLWVW0AGj1F5haRbQNaqOa6kwFtAPlXk2FayW0BmhHrVio1bQJKvc5ueR1tAeux98hMoW0AqNF/t7ilbQJqDetVpXltAQqP/QLWVW0A=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"krnndVR0WkCSqNZk4HZaQKZ1ozHzhlpAyryErNBnWkDy5OA70zhaQO4Q2gGHIlpAsv/I8K0XWkBmhLTCsABaQLbVbGEC3FlAhjzTR6j1WUB+zjL06sRZQFq5hKzjn1lApuu33xxqWUB+sEo/DSlZQNqy53Vq7FhAyp05rh/JWECCmZx3oJdYQPbVpk4IX1hAUkiBj/X7V0Cy9cjwwNJXQCJLHkZg2FdASulUFiMbWEAO2UMFU0tYQJ48DTXGbFhA8pJiinymWEBG5RqpFL5YQNaMKB3h0FhAZifCNhYJWUCKpnObwjlZQIoe6xKLWVlADsqVvf6JWUAex/iGZKVZQP7cps6Q91lA9hcU73YtWkCSued1VHRaQA==\"},\"shape\":[35],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EnUfgNREWkAqg6Pk1VdaQE5GzsKetVlAooAmwoaFWUB6LSEf9FBZQHbEWnwK3FhAEnUfgNREWkA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"toUgByX8WECmKNAn8gtZQHYkl/+QeFhAFn6pnzf8V0AS2nIuxXFXQGISoKaWy1ZAQs9m1eciV0Cm5NU5BlRXQK6aIOo+vldAJhXGFoJwWEC2hSAHJfxYQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"spetCPRNVEDWpSHjyWhUQIYuquttclRAvoac93lTVEDeWaMxrzVUQBIfNpF1CVRAUnconX3sU0AirviG1vdTQOpVBntLFlRAspetCPRNVEA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"VrgeheuRUUCmcD0K16NRQJqZmZmZoVFAjutRuB5lUUCmcD0K1ztRQPJRuB6FN1FAskfhehQuUUBO4XoUri9RQFa4HoXrkVFA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"fOMPk5HETEB02NUluc9LQGSyFs2stUtA1Bjg/E5+TEDEjB0HET1NQCy53F+wyk5ANqQy9MkoUEDaACWAjgtRQJ47kqCKNlFAEkVpRA0KUUAK8bClgI1QQBJBaUTlH1BAfMKzA8SVTkCE1pu4L+9MQNx4qSzj0EtAFBNDxoPzS0Cs6yCkD8FKQBRUhwq8NktAbJdohdo4SkAcMQIfOD1KQAT/ayJWuklATIuR4QrNSUCUcAz2vLRKQGy1UDq01kpARMrEFPV4TEB84w+TkcRMQA==\"},\"shape\":[26],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"NAWmj26RSUCMVMF378JJQIRbmBsXBUlABPMxtXCMSEBki8tO60JIQOSzJ97DKEhAbGWpLEpmR0BUIAIfaWxGQKzW5jZGiUdApGvjmVxAR0CMk6LyBctHQBwz2cKhYEhAXOhaEXxySECMgFd0l+VIQDQFpo9ukUlA\"},\"shape\":[15],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[49],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"JDb75MlJQUDsAMixZ9VAQHSEswM2eUBANFtXdLdmQEBUE3b5ql1AQCQqwXfaIEBApFMdB8I+QEDcE3b5an1AQHylOO+fAEFA7C3Bd5/8QEBE36WPTfNAQCQ2++TJSUFA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"sEBZk5dyOUB4XrUiVOs2QPhIpBFv6DVAyK9E5bt0NEDIxwM+Nl4xQDB3ruhWdjJAIKNtQbPlM0CQiIWMPxM0QADTj2NDBjdA0MdE5bXsOUDANKtLUmg7QLBAWZOXcjlA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"GL5E5TGzN0AAeQCh1YM3QFAbN3EpvDhAGEvNbZi5OEAgX0FIPSo6QCiFAKE9SjpAMIad17m+OUCwFWDN6sQ5QDB8Y2pnBjlAMBk3cSU/OEAYvkTlMbM3QA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"MGGm7V+5OECIDvPlBUg3QFApBd1e4jZAaJ+rrdjPNED4iVkvhmo1QMCRlsrbuTRAOJOMnIV9NkAwYabtX7k4QA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"6CZO7ndAMkDwPXlYqP0wQMAMcayLCy9AEG76sx9JLkBwC3va4W8rQMBGWipvVypAwC6ob5njJEDgJced0nEmQHBlGeJYVypAoGt9kdBWLUCAg0wycoYrQICvlGWI0y9AOGPuWkIeMUBgavZAK5gxQJDeVKTCeDJASORmuAEHM0B4lWBxOIs1QOgmTu53QDJA\"},\"shape\":[18],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"ACN4uW4KL0Ag2DN1woUtQJA1mtt4eytAMAl4uVIkKUDgpK6JrNwoQJBAcX9JpytAkN4KGaOrLEBwDmeoMTMuQLAkFfCqni5AMCpPXQtSLkAAI3i5bgovQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QGYHfEhhKUBADrIm570oQDBrtcPNziVAIMWnT0sWJkBAzqdPEy4oQEBmB3xIYSlA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"wKrQq4ZrIkAAetflg2shQLCrp0/rUSBAsEreH8nGIECAoDN1StsgQCCn0KsmnSFAgMlVl/xtIkBg9rEmy1YjQGAWNxK1niNAwKrQq4ZrIkA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"cKozdboeI0DAZO8wrsciQHBKQen0fSFAwGpjC6MWIUBw9euTK40hQJDhoBWidSJAcKozdboeI0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QK1p+z8KCMBgjIgEktgQwMBLbRw9ChTA4J2xYLUlF8CA1+STlJkYwEAuEY16lBbAQA6MoXhYFsBgGTrpITEUwMDjo+xe4BLAANmS24FUFMAA1ZLbbWATwABJVU1ACg3AwLVAn2CPB8DA9K0/lLwIwECnNkzrURLAAFwbZH4UE8BAWVXRruMQwEBe4fa1ERXA4Fjh9v3vE8BAj3A1nVELwGBN4fZtPRHAoM1HXTQbF8Dg891Z5/oUwOAk6DCHKxLAAM1An4jwDMBA2//3cqYHwEDZc9KD6wPAAPxW0lcz6b8AlLBnVZzhPwA+WgKmMvc/AFzHohnP8D+AQr3LtfX4P4C8+tWM5/o/AP5PvhkU3j8ApOPAd63HPwCqW+wQjdu/gONG0QDX8b/AI2ZeGa4AwAAwG+C38wjAwCTJJ4nCAcCAetaTNln/v4B8NsikcAjAwASdsplLEMBArWn7PwoIwA==\"},\"shape\":[44],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4LmIBMonG8DA+qPsxiEYwMA0dFaiyhjAgOOS29WlFsDgsU6Xde8awICNG2TmSR7AwPkG+O2nIMDgivJJhmAjwIDRcPsiVSLAMHIKlUT0I8Cwn3c1jB8hwOC5iATKJxvA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[132],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QIyWunMELcCQ0jYv9iowwJjgcJxyzDHAIA/NK40OM8BQ2MJUh5M0wFCeG0eKIjbAsLKPIYimN8A4YDrMgFM4wNDAPWk4OjbASFrXAjUvNsAI7vzBffQ3wDAUk75KxzXAuK6PIVLDNsCgJ3tzBvkzwFA2Kbv/pzLAcFuFSmDLMcDQj5a61dEtwNA1e9IuOCvAwC5qwbF6LcBAjJa6cwQtwA==\"},\"shape\":[20],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[932],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"JJFQGc+TRsDEEgJ+2FRHwHyNefVgE0jAUBDIEI9USMBQEMgQj1RIwKTvpW5Kp0jAFHaRQAL1SMCgc/QJqy5JwAABGsnjfknAcO5rgTPtScDcIgJ+dv5KwJiyxHMGFUvAnMcP8g1tSsAsfsuttT1JwIyiJz12MUjAaK84TspAR8DQ/fBstXBGwFgjTXyoqkXAPHw/CKyvRcCwhhastr5FwNBXgK/d9UXAJJFQGc+TRsA=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"FNnmFSgRTMDUtcTz08xLwODJcrsXtEvA3KEWLHzvS8Bw2uYVjF5MwBxrqYvprUzAYL9hqiYyTcCA3EnfpZ1NwFxuqYv2ZU3AwEZN/LG1TcA8ExrJDKJNwCB8uhyhqUzAyKIWLBogTMB8uGGqRqVLwLC2xHOt/0vAnJY/iEyzS8BwXW8eyB5LwDTbIIMe+0rANAHgW+cWS8A86zEUv8JKwNiDyy3aiErAaG4d5vRSSsCMOE38tHpKwBDgWnAGi0rANKRQGZzkSsAAA32S/7xKwMyeFqykPEvAHIGRwLJ3S8Ac5lpwROlLwAQE4NtZvEvA9FP7Q1ESTMBwuMRz32VMwBTZ5hUoEUzA\"},\"shape\":[33],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"cGZmZmZGTcAoMzMzM5NNwAgAAAAAAE7AnJmZmZmZTsCQmZmZmVlOwNTMzMzM7E3AODMzMzOzTcBkZmZmZgZNwPz/////30zAcGZmZmZGTcA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"qH0dZjrJTcCwr7NiGE5OwAiqefXJkU7AZGc1MQ7xTsAsZOJ5aQJQwOBwud2PklDA2pV4dndvUMDalXh2d29QwDZQNHI9H1DA6Nhyu7AgT8AkslCZbxROwFTy9ybU7k3AqH0dZjrJTcA=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"POF6FK53TsC49Shcj3JOwCwK16NwjU7A0KNwPQrXTsAIrkfhetROwKCZmZmZ+U7AuPUoXI/iTsA84XoUrndOwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"7MySADXnTsCUAwRz9OpOwOg9XHLcbU/A0MBWCRYLUMDArBdDOSFQwJhrJt9sy0/ApOsX7IYlT8DszJIANedOwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[65],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[73],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"nBgEVg7VT8AwgVt38wBQwE6FsYUgGVDAlnecoiMJUMCo9KEL6m9PwFQQdR+AQE/AzHdi1osBT8D4kH77OnhPwJwYBFYO1U/A\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"PAQcQpUoUcAsdy0hH1ZRwGAVb2QekVHATJs4ud+lUcAQs14M5cZRwO4k6ZrJG1LAwrEubqN1UsCUpzrkZqpSwGo0gLdAUlLAhlrTvOMQUsBuj6UPXcBRwPonuFhRfVHAsln1udpOUcAUTWcngwlRwOIJSzyg0lDArLFLVG+9UMDKzMzMzJxQwAIAAAAAYFDALjMzMzNDUMDKzMzMzJxQwPz/////71DA+v////8PUcAoM6KfkyhRwDwEHEKVKFHA\"},\"shape\":[24],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WnqQAdNlUMDmMq8GXXFQwILh9mcTklDAWjSvhnHGUMAGg8rug89QwA6l7FDJy1DAlgB8U2WmUMBygcruN3ZQwFp6kAHTZVDA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"to8EXBklUsAWr4mHJUxSwHZu4rmPWlLAjsbUxS4yUsBaMNhiqjJSwOLMDrNuFVLArjN12XksUsC2Z6hMxVxSwJ4dKtusl1LAxC47bFCdUsC+jWclCXtSwLyhFW0XXVLAku8w1Qo2UsAYAEKm1hdSwNR2ud1U7VHACrv9IRfqUcBGCRkKndlRwCKHyi7/v1HAapQ+ydWqUcAeOK/GGKFRwIKhsuOGiFHA9uiT3vx8UcBIzatp72dRwL71B3mOSlHAugm2wB0sUcAuhMouWRRRwEbk9mfNM1HAkLHDNEdQUcAyvzdPN05RwCYVjWQ7cVHAjuX2J9p8UcDW5fYnuI1RwCiRoRKhs1HAMItnZZblUcBEelZUl+1RwLaPBFwZJVLA\"},\"shape\":[36],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"CKNP2uIcUcD22R9Eby5RwExmRcO+Q1HApOFZsVJfUcAm7DBVXW5RwMbD1EU1kFHAFH3zyh/LUcAigZCBee9RwCJYNDI47lHAiK2JR/vxUcDe5/YnyARSwIQ+TL29TlLAzMfUxZx6UsDMx9TFnHpSwDw2ddnOwFLAYgbfnAy9UsB2kQScKYxSwBT6Bzm2RFLAjMXUBYH5UcDGcH8w1xhSwAqOBFzbxFHAoPYH+Wd9UcCanBXtMTJRwG74pO+lIFHA1B1kiF0VUcAIo0/a4hxRwA==\"},\"shape\":[26],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"1rLsUH3rU8BK8fbnmSdUwK7dSKDiWVTA1q6yYymRVMCm1HH8qqBUwKql238f0VTALJXKrs7xVMB+xWArvg5VwKxRhqqcHFXAsPJZ8WQ+VcDQi/OKAiNVwJ59f3BWA1XAAKM+ySn6VMBYqXg2pd9UwCZCElCosVTABM03T+FyVMDalmcl4YpUwIBtC1aKdFTARJ8+SR8hVMAugLkd6w1UwFZ4f3A90lPAYoXzShKuU8CQwv2h5p5TwGKSZ2XJiFPAyHkcp4dfU8CMSYZqckVTwHJsqMxZcFPAmiZkyLYUU8DqNnWZnuhSwNjgH8SKvVLAViRkSPySUsDc92rCZItSwMZD6fPEu1LA0Hccp/LqUsCuPa9GSeZSwGrs9qd0DFPAzMOaWIYhU8C+znH8XklTwG5i0SiSf1PAIn65XTyWU8Aqf7ndA9JTwNay7FB961PA\"},\"shape\":[42],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"ppDyk2r3UsCsutVz0s1SwIqsbvWcxlLAGNnO91PHUsBYQ+IeS/lSwCTeyDzyM1PAlDF3LSFPU8DU2cngKD9TwKaQ8pNq91LA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"vq/skMM5U8A0ucM0xwxTwMaC8wpiF1PA3tEOM2I5U8DY3OVWdGRTwBLM1AUIc1PA4luXO++NU8BW61kxnZVTwPRX+oQGcVPALl40sjRNU8C+r+yQwzlTwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"7ihcj8IVU8AAAADAH4RTwAAAAICYFlTA/v//X141VMD8////EThUwAIAAECn8VPA/v//vx7fU8ACAAAgEZlTwP7//78fVFPAAAAAABcQU8DuKFyPwhVTwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"BAAAAABAU8DC9Shcj3JTwP4lcOtuclPA+ihcj8JVU8DufeNrz1ZTwDS7Jw8LS1PABAAAAABAU8A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"pp6T3jdiU8C+9Shcj2JTwCRcj8L1eFPAZvLNNjeMU8CAREyJJJpTwHQbDeAtglPATLgehetxU8CmnpPeN2JTwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Dq5H4Xp0U8BoZmZmZnZTwGo9CtejoFPAFoXrUbi+U8AG16NwPbpTwA6uR+F6dFPA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"1KfjMQPRU8AGUfcBSOFTwLLOMSB7+1PAnpSCbi8UVMDAjzF3LRdUwFT/5zBfBlTAzh3EzhTqU8DUp+MxA9FTwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Rk8SEMirV8D8ZcAXsC9YwLpHO6zER1jAHo4c55j9V8D856tpNHlXwM6bLTj0OFfAkO3llisxV8Ai3NRFCRtXwCbIwzTxcFbAhujlVp8JVsBYa9GoPIZVwMDwWTGmzlTApm0L1rl8VMB+gLkdTB1UwHLw9idf9VPAVP5qQq4DVMDsPHXZOUhUwBoIpW84sFTA4JItOIkyVcAaDKWvRJhVwNwvx1Gm9VXA5FaGKvlLVsCiBc6Ln3RWwBKdyu4OvlbAWogcZ3qvVsAU4g6zuOZWwPx2bh+7ZFfARk8SEMirV8A=\"},\"shape\":[28],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"uPmT3lJKVcD4q3j2kHhVwJwZGYpkjlXA8oa5nZOWVcCWCQj5NM5VwMyysiN5d1XAmKt4dn9hVcA+euI5bQZVwCYWGYr2xlTAXhxT9wSjVMAW9ZPebD9UwFZhNPKeBlTAWpVnpU80VMDmtOyQa2NUwPwXtsAWaVTAsmfRqGeyVMCM2Q7zfPhUwPhsbl+yHVXALt6r6XI+VcC4+ZPeUkpVwA==\"},\"shape\":[20],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"amiR7Xx5VMDOOqqaIHhUwFoTRN0H0FTADEEOSpj/VMDutMNfk/FUwCjfbHNjxFTAamiR7Xx5VMA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"5noUrkfBVcCkcD0K1/NVwMzMzMzMXFbAyv0ORYHIVsDoJY3ROhpXwL40DB8Rr1fARokkehmTV8AI+aBns9RXwCqWW1oNAVjAUFRvDWwtWMC4ek563wRYwHCTGARWvlfAkIS2nEtJV8C+YwYq43tXwN5QMc7ffFfAuK5fsBs4V8B0jV2ierNWwH56pSxDQlbAbIKo+wDMVcDeX3ZPHnRVwOZ6FK5HwVXA\"},\"shape\":[21],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"SjIqG5BMV8DCJlP3QABXwMZsNHKgoFbAdPe8euEaV8DmuBXtO6BXwGaUVhS731fAkvSCTSsBWMDSYSPhKAJYwDqsoRI72lfAvNo3DziRV8BKMiobkExXwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Wi+NZDdnV8DeF0Jmk35XwMoHMdVztlfAfCtTN3gSWMAKjxwnijRYwEJ5bp/05lfAWpbzygqKV8BaL41kN2dXwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"GKcEnMJ1V8DybJc7H25XwAqakIELm1fAyuqraewbWMCuHd+c2wpYwL49AT/rklfAGKcEnMJ1V8A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WPSCjSP1V8CMQp41y+NXwKI5xxFIMFjAVugOM5VVWMCApcpucqhYwHYZpS9io1jAwjcqW/SHWMCgLFN31FNYwFj0go0j9VfA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"oiPdm3PpV8CIEeZCeRBYwLxEGXasI1jAJKt/3BJKWMDKE9f9941YwJroibO2uljAUgcPnwjzWMCYLIShoptYwGi1VoCDZ1jAvPnc1T8RWMCiI92bc+lXwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"VkaetdG+WMBL12ArlBtZwNf6gs0NbVnARFR1mSqVWcBEVHWZKpVZwBhXEtBRc1nAB2cjISQyWcAcxU8apttYwHioZ2WtjFjAyLTb//U+WMB2PGSI0gxYwHxpXY5tMljA7Nf9oZ94WMBWRp610b5YwA==\"},\"shape\":[14],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/+jUlc8WWcDH9Shcj2JZwPf3GRcOHFnAH4XrUbieWcADAAAAAKBZwOnUlc/yAFnA8kv9vKnUWMB2a2CrBJdYwKhH4XoULljAwvUoXI8iWMAeWcAEboNYwEzhehSuR1jAuB6F61FYWMDsspjYfMpYwP/o1JXPFlnA\"},\"shape\":[15],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/P////+fWMCgB3dn7aRYwFN8CoDx/ljAsnd/vFdfWcD6Tsx6MaRZwIZpGD4ioFnAIsTOFDo3WcAmMqzijThZwOa9amXC81jABtejcD2KWMD486YiFW1YwGqbG9MTb1jA/P////+fWMA=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"HKfKLtoDWcA6w7JjzzRZwCqMRcPf4VnA0miGqoFfWsCSDPdn2lpawJHDFa13DVrA9hlrwkVLWsAEZoaqybxZwJ6hkMFzU1nAXmKGqvDqWMAcp8ou2gNZwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"07fM6bKKXMAPgPEMGsxcwGwm32xzd13AMBwIyQKkXcBq1EM0utldwAwpP6n2aV3Ac7a5MT0HXcB23CkdrJtdwO5aQj7oeV3Aopj1YigfXcBqZmZmZpZcwGb35GGhGlzAfEDZlCtuXMCC9iNFZMhcwFPovMYuK13A9ihcj8JVXcCLeyx96AZdwLJH4XoUzlzA2dglqrd2XMDiRgN4C1RcwHVxGw3g/VvA+f////8/W8DuHAOy18dawEIK16NwfVrAjsL1KFwPWsCPW1oNiZtZwM/Cnnb4hVnALQlQU8uuWcAId2fttkVZwIkkehnFPlnAoFCIgEOyWcBNH7qgvh1awILogvqWMVrAr3yW58FZWsDczVMdcqFawD8BTYQN4VrAhp0pdF4ZW8CI2JlC5+tawOGMKO0NDFvAZoe/JmtAW8Dot68D53pbwOuC+pY5w1vAcDjzqzkcXMAUAYdQpapcwNO3zOmyilzA\"},\"shape\":[45],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AAAAAAAgWsBxPQrXo1BawGZmZmZmplrAXI/C9Si8WsC4HoXrUVhawAAAAAAAIFrA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"CQPPvYcNW8BqOjsZHCNbwCvtDb4wZVvA+WabG9OfW8DuY8xdS0RbwPbvMy4ctFvA3JQrvMslXMBpSNxj6dlcwMbwETElFl3ABMWPMXdtXcD83qY/+xNdwPwJLlbU8lvArFfKMsR3XMADHEKVmm9cwAKuZMdGDlzA0MzMzMxsW8C9kXnkD5RawGYVb2QebVrArPHSTWJ4WsCAkdCWc7tawBjXhopx9FrACQPPvYcNW8A=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"aAq9+nBqW8AGormdrL1bwHnjYCsA4FvACIU0MqghXMDt/0igsSJcwFRr6XNnuFvAaAq9+nBqW8A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AqjzyvaLW8BgAOZWr3ZbwLnOsqPs0FvAL3QjoV8uXMAFAUmgMWJcwNA8U7dGA1zAAqjzyvaLW8A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"PwrXo3AdXsA/CtejcB1ewLNH4XoUzl3Ak1LQ7SUxXcAVHm0cseBcwDrIJCNnJV3AYRYTm49jXcBTcLGiBgdewAlLPKBsYl7A3Pl+arw6X8Bbj8L1KPxewNUYraOqM1/AyIDs9e5lX8C40qQUdHtfwEnhehSu517ALcHicObFXsA/CtejcB1ewA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"MkiNpLUMXcDJ99QFfWRdwBwwpe+mxl3AsyQxDxVKXsAkI5QYt7ZewJUmMRW3tl7A1hpa6/9fXsASGVprjvldwMQ13xyWgl3Ab1NkiMlGXcCKQVP3fRVdwDJIjaS1DF3A\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QtYVZ4lNXsC8M6Xp/5lewJPNPoPKp17A99Dbf8qnXsBkuy1y3GdewBLtYKXcDl7AfcahErLSXcB2wgRcWK5dwL2Jl3XO+l3AQtYVZ4lNXsA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"L9yy3aPgXsDsIPdhCvtewL/dst3tOl/AmpbRYo9aX8BGFYMHUnBfwCj0YOV6rF/ANefsyr/TX8DSgeofeAtgwGQKcwg6DmDA/tY/FeYBYMDNOKVp68FfwJVhAXlmtl/AGa8coR59X8BZSLa662lfwCOm4jPTAF/AL9yy3aPgXsA=\"},\"shape\":[16],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"kGOe789jX8C/da8AvqNfwHMrMc8e0l/A2C7Oyx7SX8Cgq38qYXpfwJA5QmClJ1/AkAxJWgoCX8CQY57vz2NfwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"GHF0YriWYMCaCdaXwqVgwHBz2VSrp2DACFjxX7+hYMC9urqJmZFgwAwJ1hHGhWDA42RllH1yYMDW+mG3umVgwFo1z1eVgWDAVPQn6v93YMAYcXRiuJZgwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"y5KHuTMgY8Au0y5HhARjwDADxcMSEmPAWTNbwFEnY8Cm0JGwaDhjwHom58V4VWPA+oUTX4ZQY8DyLCGzKUBjwMuSh7kzIGPA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"thoS91hxY8DihEIEHGdjwFwz+WabWmPA1A5/TdZZY8As+64I/mFjwIspkUQvZ2PAOo20VN5sY8Axdy0hH3ljwKznpPeNe2PAhBd9BWl9Y8B63/jaM3tjwDgyj/zBgGPAmOfB3VmCY8DIWdjTDn1jwI65awn5fWPA0IIXfQV2Y8C2GhL3WHFjwA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"MnxETImCY8DwPVxy3H9jwDIvwD46iGPA4UVfQZqTY8CIhVrTvJZjwLLSpBR0lmPAoDL+fcaSY8B6eqUsQ41jwDJ8REyJgmPA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"nFCIgEOYY8BxJTs2AqhjwKJKzR5oqmPADfj8MEKZY8CcUIiAQ5hjwA==\"},\"shape\":[5],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Inu9++O0Y8DHckurIb5jwH77OnDOwGPAlmWIY13JY8A0dy0hH8hjwE5sPq4NxGPATxWMSuq4Y8BP6WD9n7ZjwCJ7vfvjtGPA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"pNORcKnmY8B8uKnbb+9jwChgt+/gB2TAPek/+NcnZMBMJK24YmNkwMCpmArQdmTAwKmYCtB2ZMC0xICfIWJkwBllVIbgYGTA+peHORNOZMCgJkpPFSRkwKTTkXCp5mPA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"RCYZOQvrY8Auz4O7s+tjwAK8BRIU82PAPMeA7PX3Y8DfwyXHnfljwApQU8vW7mPARCYZOQvrY8A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"U9BXg4iyZMAEQZXtlLVkwA3bLif4zmTAOa81oZHuZMAW4miUJdtkwDiTTSwrxmTAU9BXg4iyZMA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"OL+pu2l3ZcD73S7HUHllwH5ObLGycWXAyODL/XtVZcB8MoQ8TEllwAhb4CvxMGXAtaVevbMYZcAH0lfjDxZlwLeRsBXXNWXA501sMbdPZcAy2pFwqWNlwDi/qbtpd2XA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/P////9/ZsD8/////39mwPz/////f2bA/P////9/ZsD8/////39mwPz/////f2bA/P////9/ZsD8/////39mwPz/////f2bA/P////9/ZsD8/////39mwPz/////f2bA/P////9/ZsD8/////39mwPz/////f2bAAAAAAACAZsD8/////39mwA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/P////9/ZsD8/////39mwPz/////f2bA/P////9/ZsD8/////39mwPz/////f2bA/P////9/ZsD8/////39mwPz/////f2bA/P////9/ZsD8/////39mwPz/////f2bA/P////9/ZsD8/////39mwPz/////f2bA/P////9/ZsAAAAAAAIBmwPz/////f2bA\"},\"shape\":[18],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/P////9/ZsD8/////39mwAAAAAAAgGbA/P////9/ZsA=\"},\"shape\":[4],\"dtype\":\"float64\",\"order\":\"little\"}]]]],[\"ys\",[[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[52],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[1937],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"rEFD/wRXMcCUsWg6O4ExwIwyG2SSYTHA3AuTqYK5McAkFCLgECoywESTb7a5STLA1Br1EI0mMsAU2CrB4qAxwKxBQ/8EVzHA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"2jdt1AQUQsDOJFzD+6FBwOox0J3KgEHAVNt6SK85QcA2I1zDuUNBwIgahR9ankHAltvdEZ0PQsAkTRscdURCwOzc3REFW0LAjDpt1MiwQsDyAQA0jwNDwBgYrnsaZkPACq+q3sOSQ8Ac9O4iIsFDwJjxUexX9EPAuKfTOsg6RMA28bS1EqREwLrBHrmDtkTAOk5EeBrYRMBQPDNnEqVEwPL5i1lqTUTAjGKP9nEIRMAsYo/2ofBDwDBhj/aQuUPAkv3FxqiSQ8C+vB65SpVDwJJpZpqZSkPAxv1i/QHZQsDaGEuyN8pCwJAxljAK+0LA7Bzo6MzwQsCmWfK/FsdCwMKHiLxDZkLAkFC4UlpDQsBwuB65w5pCwNo3bdQEFELA\"},\"shape\":[36],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"LL2BgqN1RMB6xlgmOj9EwDYPOqFhekTA0DwzZ9jBRMBOZo/2OuJEwB4n6OihQUXAfs/1XA6ERcBgKejoFMdFwG76UezI90XArAGMWd4PRsBwY7hSM45GwMbmBm4l7UbAzlSnQSYcR8DkQ5YwJSVHwCYHjFlaT0fApuHMABRSR8B8gaAHii1HwGgMxsZX9EbAwJJOT9RyRsAQ6kDbCh9GwJ7s3RHP7kXAStH1XDrtRcBqLIUfp69FwAjdaTcqfEXAkDf5+dgdRcD+EDqhj+JEwPgnhR+xrETAAieFH552RMDoxLvvfqpEwCy9gYKjdUTA\"},\"shape\":[30],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"MNgym2F3MMAYudkQoMgvwFAUPXL1KDDA1OlDrAyZMMAw2DKbYXcwwA==\"},\"shape\":[5],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"GJwrySreLcBwcM85xEAtwJB6bHAQyS7A0JvxW25WL8CYx+ohrTovwMh2MgPkei/AGJwrySreLcA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"CEolJ/UoNsB4XNNuNLM1wBCGzDR7FDXAfPUJP87MNMDAr8X6wXU0wDgAfhm5HjTANOgymwsbNMCgnrTp2nE0wJgcyZdaJjXAsKAXs/qtNcCAgPWQNCE2wPjFOdVkZjbACEolJ/UoNsA=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"eDch8ib3JMAQZ7futeQkwAjZkS/VaCTASJMTftijJcA45cucGaclwHg3IfIm9yTA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"eE6m3TAzI8C4XlQlcj0iwCD4JyzYoyDAIPgnLNijIMBIPs85yNUhwLCXh1iRkSPAeE6m3TAzI8A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"8NzLnPG+I8AwdGU2ZzgjwBiKsLT0zCLA4Lvj52N8IsDAdwJtq0cjwBAuhLuKliPA6JFN61jKI8Dw3Muc8b4jwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"SAk5PbWsIMBYwvT4QAogwLB1r4RxPR7A8IVdzLJHHcCQzz5H/68dwOBnnnPwBB/AQJNe/HU6IMAQI4S7mhMhwEgJOT21rCDA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EAis5ypkHcBw2U9YKBYcwFDcJvy4ZRrAkIY0cFMQG8AAPxmIHrUcwDAQ5lR7nh3AEAis5ypkHcA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"YCRrQK1HG8AQ4mBp+SgawLBMnnN4zRjAwArOCWVEFsDAgeK3JFwVwHBh+gJzKxTAEAAx03SOFMBA6w6xcpoXwOB+lznLJBrAwPI3DRKuG8BgJGtArUcbwA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[224],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AGLRpvv/EcDgX+ouEtcPwKCEgCulRw3AQL1hponrCcBALNkd8f8HwECf7ctoPQbAoBrZHQEABMCAFWVDkO4FwMDNrCSLSAjAwAUJtE2yC8BAfqmHZFEOwODMDrFatBDAcNDUQ9IQE8AAYtGm+/8RwA==\"},\"shape\":[14],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"IM9gaYnpFcDg8FkvfHgTwLDI1EN6QBHAYGlFgVyYEMCw/KSt1asQwDARfFE+BxPAIHBu3Wt0FMDgvU9YyNIVwNAefFH+IBbAEMdgaWEBFMAQ1dRDuhoUwCDkDrGiBRbAUMBPWMBVFsAwaPoCQ8AVwNDrq+cS/RbAsObUQ6oaGMDQiAsUHEQZwODawzJhRRnA0CFC5MVVGMDwvRXr51wXwKBchii6PRbAIM9gaYnpFcA=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[67],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"vLkxPWHFUkASHxFTItZSQO7/HObL31JAKre0GhLLUkBoa32R0LFSQNxj6UMXrFJAvLkxPWHFUkA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"dKjTOnJlRMBI4kDbG1pEwIjtF3/OlETAply4Uk0ERcBysw2ozVhFwFB7oAdexkXAjBGdalnKRcC6Iq57OtFFwH48ljAGeEXAqpzCKRObRcDi/YtZGTRFwMwKADT+B0XAVCoiVg5wRMDY1MwAdWdEwJRTfuURgETAjNXMAKCRRMB0qNM6cmVEwA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"kDRP50gWRkCg7W1sU0FGQFC5nQKXxkZAgM/oANViRkCEtJ0CxbFFQBRfSK2oqkVAoFYOQClIRUC049A158hEQOg/YPjTykRAoEw3nOJWRUB0FGcyY/9EQOyDB4aCfkVA3E03HIyhRUCE1SLuPjFGQATp0DX++kVAkDRP50gWRkA=\"},\"shape\":[16],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"XLpJDALkUkAKCObo8QVTQKjZA63ACFNACBaHM7/8UkAOFoczv9BSQCSKAn0ip1JASF6dY0C2UkAYrkfherRSQFy6SQwC5FJA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"jLrGXrFfSUCsglk+2uBJQMicpDzRXkpApJTNmC/aSkB0X/0u1S5LQJximmXcHEtAtFpg+I3hSkCcNz7WpqZKQHxMiVS890lAvOpcW+Z5SUCsnN6pvc5IQKhu5eP5bUhAYFSaZdvjR0C4ZkitKGdHQDj0CqO++0ZA3IEwYtFeR0C4efb0phFHQGg6T+cZa0dAsJ8YF0juR0Co0q4TPadIQJC2xl76fEhAjLrGXrFfSUA=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"NBfxnZhNUkAi2/l+al5SQAZtOZfidlJAnN43vvZwUkAcxXJLq1dSQLDc0mpIVFJAmlLQ7SVNUkA0F/GdmE1SQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"eO5+fS+SQkCEg96pRRZDQDjU+ZEml0NAWPHhRu3+Q0BsunSmdLBEQIDOIu71mERAHBihnxpIREBAAfPXKrhDQGCzdKakG0NAeJBSBOvpQkDwrNfv52lCQJyqOrkJp0JAKPVVIXnDQUDwrXSmpd1BQKjZbWx5t0FAXAuhn/ZfQUCUiFKEyh1BQORras9UzUBAvJApKOWlQECoBqGfHk5AQLQkJovkKEBAAM7UnhFrP0CAehyAkgc/QDhrC29Kcz9AHHVB8zKTQECM8VWhYPFAQDzFXNvU80BAfFxZvh4wQUBkmmOVW0xBQECtEV2u7EBAZHKkvH67QEB45eHGmk1BQNzvuOpzVUFAxL2Ft62RQUAkOppl4+tBQESvdKYHLEJAeO5+fS+SQkA=\"},\"shape\":[37],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"jIEYFxoTQUCY4UQQti5BQAANPlbp+EBAvK0R3bcHQUC02AqjWLtAQKDG+RGkfkBAFBF4Qy9aQEBwwL+kEKVAQEwFBGnQwkBAHAFnMsCZQED4FhX6NedAQIyBGBcaE0FA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"kINu3YvbGMCQyYnFSPMWwLBJdRe5xxXAkNua1tkhF8Dw8qvn4pEYwMDkwzK5lBvAkINu3YvbGMA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"oJU/hAfACMAgESvWz2oGwKDRg8jLvwbAIESwwcElC8DAH/Fo720LwCAJQyGu5grAAI6RPAaSC8DgosupJt4OwKCVP4QHwAjA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"gPnkwEAe8j8AnNASKaf4P0CArvB2Dvo/YMcxuZJlAUAAja7wlvj8P4AUB+MCMPA/APr8vvIP0b8AmNdRxczsv4DXj3DK9ei/AFzG7ggi0L8ATzoRd8/WPwBFSyIIi9A/gPnkwEAe8j8=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"iKj7Mq5HJMCgnl78TckiwHBljpJGNiLAKBNzqiVWIcBoR0MUbcsgwIByPNrziyDACGbI/+bLIMDQ7lCIO90gwNDwUIhTUCHASDeVzBvJIcBwpJhpfpQiwKiw0tbOzCPAwA9imeB6JMDIi3ZHULgkwIio+zKuRyTA\"},\"shape\":[15],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AM84SiqsC8Dgmty61wgJwCAG4FcOawnAILIWKOjbDMBAIhrF7lMOwADPOEoqrAvA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+MM0Y1TUIEBQZGszopAhQNCKjVV4kiJAWNPRmUqFI0CI3eKqV/khQDgvm8m66yFAcNniqj8HIUDAWDHGC3sgQCDDlyzSYiFAuPkEzemhIEAogyqM5hEgQHDVMva6xBxAUEtHpAKZG0DwSnAAWtQdQBAGLLztrB1AkLQ5MIhVH0AQJ07eQ3EdQJBwBv1gihtAIPoCYDqlGECAsviI8lIWQBCmSkHZMhhAQKXWZlwlG0BgY1i1wywdQNCfc53gGBlAIHYG/ezBHEBQvRDUXAAfQPjDNGNU1CBA\"},\"shape\":[27],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EGogtUxTKEBgIqIDShIpQNCPQteSHSlAmFxJEaCWJ0AI7Kg9x9QmQCCNfESh/SZA0MHp5KTHJUAojraxDa0lQBh3paD0RCRAqHUIaqq3JEA415csnvMlQOCmZPl2nyZAqClQS50XJkAQaiC1TFMoQA==\"},\"shape\":[14],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AGQ6Fqa39j8AteEjykr6P4AiSDPmWO0/AO5ObZMB7D+AtNrpHDnwPwAz3oaT8vQ/gN02IpUg4j8AEO82nL7DP4CZM4p9pvW/AEhGvkQtAcDg+3yOfmoGwKDng8hr5QvAoA1DIY70C8AAP6+EcdYRwNAitr7+hBXAEDnHz4+xFsAgbZc56xwWwLDcH8LrYxDA4OH3ouxzB8BAp2GmaQUFwOD596Ic0QzAgKdPWADBEMDgoNt9V0wSwOBkNHDDZxPAICTHz0/bEcCQyMMyuSEVwNDf1EPSiRbA8Ko+R8dcFcCgyzcNGrwSwODU1YBqPAzAgOS9NQx9CcAAGCYWw3j+v4CaXOYMRfi/gNVE8ljK7b+AYHQxKzjxv4COXD2Xs+O/ACPDoz2X7r9A0wP04Ir2vwCmG5YJoeC/ACAHghpezj8Au6B33WXYPwDgTr++l9s/ACSkuOonzj8AbxG1Z2LbPwBkOhamt/Y/\"},\"shape\":[45],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WPFjYQqBMkCIJJeUVoEyQGjtY2FdmTFAYCcLb90IMECADSO6G10wQEDmTK4M0C5AgDQFzRXxLUBI5IYb5cosQPC6jVVqgy1AAHjmRwANLUAwuiqMwoosQCA4eacetytA6AmA4ftFK0DQxjudp5ErQLBGJ+8lXypA+A+6ThgbK0CYw9jTFw4qQEDXI1LHEilAoKRT6Lv+KUBYeloivXkqQNBjcm1zkCtAAIRaIk+sLEAYlGszuG8sQAAhkfIgqCxA4JGUj+c/LkBAxY1VrtwvQEB6w40vQzBA8ENW7e8XMUA4o+Wvbs8xQKh47OmROTJAkNLedZx6MkDwmg4M8zcyQFjxY2EKgTJA\"},\"shape\":[33],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QE9JEbyOJEBoEwXNJ3cmQNCWKozmiCRAsMzAiJnhJUCQtxJBhMMlQOgzYVy2hSRAuCPtgUv2I0CAQw+kPW0jQBjouU5cCyJAsIfwHvSiIkDgT+ZHcuYjQEBPSRG8jiRA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WJ7wHpTIJ0DgyYYb6dQmQPifx8K2zyVA2P6Q8szhJEDYPpvJjHslQFCKfET1VCZA6DHtgdUqJ0Aowa93FConQFie8B6UyCdA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AKupej8wIMA4nZhp1usgwNjvUIjPEiHAiGsCbVN5IMBIv7qLxOMgwHDrFhvvniHA0FJ9gQneIcC4MfiVs0whwACrqXo/MCDA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EKjUnnXKNkAQxx8d72Q4QPgedXJi/zhAQKyaMaNLOUB4lOzp14k4QEAV2DtnjjdA2CkjuprQNkBoMPpdd/g1QBCo1J51yjZA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"8NsjUqEjKkCwPlBLAdwqQCjmXb/N7ipAGD+KuLNoKUA4sgEwP2koQPDbI1KhIypA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"0KyYaap6JMCYWOBKefAjwGh7n6PzVCPAWNjLnAG5IsCAYlQlrh0jwNiiwcVthCTA0KyYaap6JMA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"ALTp5PyhIkAweULX3gEkQCjyHBjMGyVACGpaIkW9JkCgZPdYqcAkQND087t2XiNAYNeoPT8iIkCY7JDyKLwgQAC06eT8oSJA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"gGG1KgQ+/T/gJ8F7ME0CQGB/keUb4AlAoFS0RNqMEEDAlCHlrekRQABxKB+33RNAgD7164MQFEAQAbGnn6EVQJBRL1m01RZAAJtznTDzF0DwntZmTLAZQKBZu35TthtAAFYeSPeyG0AgH8K4oJIYQJCihK55yhVAsEbMj5yZE0CAYu6xfhoSQIBcJEXoJQ9AgAMabrTRCECgQ/voUBYHQODqQsoTlAVAQHTGOzWc/T+ANzA/0p76P0D/O5A+DQBAwPjTr4949T8AIpMDg5XaPwDrfg2OaN2/gHQRaNsJ9b/AaYx8aXz5v4B49AXmeAfA4LLEbzllCMAA/EIhnvQHwIAeVDK/0wvA4CmfsEDzCMBg30lba4MLwCBjmHYz9wvAsPRqQI1tEMBg/5TZnEENwAChsiEIDRDAgO3fVz7eA8BAIeVudc33vwDSuMwZuOm/ANgGysc7uj8A0j1cghjpPwBnKa763uw/gGG1KgQ+/T8=\"},\"shape\":[46],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"eIXqIf0wIMBAp28NC+YgwDgAYpkQ6iDA4ExDFN0QIsBo/ics8BQiwHCrbw0z0CHAyBYQ4WFpIcCgD3OqtY8gwLAaSk6KuSDAeIXqIf0wIMA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"ADgZiFYcG8CgFjHTHLAZwPC/230PYhnAkDoqmefRF8BQ/B/Ca5UXwBDr/Z/ZZxvAIOIm/BizG8Cghl3MamsdwDDLZ6MOER/A8Nl4tP+QHsAgazuqcPYewEjUBQrGPiDAwP5hmbCaIMCAYivJmsAgwHgJOT2psiDAcFtUJe6AIcCIW/Fb2r0gwNABOA0qGx/AcPRgaXlgHsCQq1aSvcgbwIDnmtZZ3BnAAPI3DWqCG8AAOBmIVhwbwA==\"},\"shape\":[23],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4BDpTKutMkB4E+lMgUEzQAjY3nUosjNACBfpTNkTNEDIXsrH6xk0QGgql5Qv0jNAeK2C5i1eM0CAAnVy94EyQHDi74acMjJA4BDpTKutMkA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"8L0V689oF8Dw3IKL2zgRwCBoRr6EfgjAYF+6mEVuA8DgETznMLkCwEBfQf6XhPy/gPTTXYRb8b8AKaTHh/Lwv4BUe8JCyOa/AEx+QT/Duj+ATnQsrPbhP4A8e70TYfY/wDHSjGmrAEDgnnJgiMsAQMAkn1kGZQlAAOHmOgm5DEAg7bCnzxIRQJB8Yow7/BRAcIP/wg/CFUDQ6mUpVusVQJAKwrgU4hNAYKMFwGzzDkAgNxM0Z3gKQICTJ+IeoANAAHLGOxUt/T9AP2Nypa/wPwBO6Pwuccc/gHkRv6XP5L9g9irW72YAwAAsE4vxZQbAYIYdYsXpDMBg24KLi+EQwDAPQuQ1JhTA0CR8UT5+F8DwvRXrz2gXwA==\"},\"shape\":[35],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EF70FaSTU0B2u9Bcp61TQEqsxacA0lNAfEDZlCvWU0DaZTGx+c5TQGzn+6nxelNAEF70FaSTU0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Pm8qUmG4U0DE3Vm77fFTQIb7OnDOL1RAyrq4jQZQVEDO3uALk0FUQB45C3vaFVRAft/42jMJVECm76fGS9tTQD7qIRrdwlNAEE+vlGWwU0A+bypSYbhTQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4AsUcd/JGECAgVF7Vu0ZQCDpptCbFx5AaDkPpN8gIUAw2ag9b4kiQGAi7YHtpSNAIOuQ8tRmIEBwNJlcyQ0bQDBWL1mc3xdA4AsUcd/JGEA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"dhSuR+HaSMB4PQrXo6BIwMAehetRiEjAth6F61F4SMACAAAAAFBIwAbXo3A9akjA1qNwPQqfSMAyMzMzM+NIwHYUrkfh2kjA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"lmXvFByuUUDckugameJRQKarM9nCF1JAdtzJlVBVUkBy9RSUx5NSQI5q71Sy0FJAtNssXzfvUkAORjD88w5TQKbtPTDeIlNA+C7l/SM8U0CAdsZ40zNTQExGMHwZHFNAGAzD2x4QU0CkiXRAAOdSQMYKw9s1xVJAYLgKvSioUkDMuqfz/G9SQEa3Cr0paFJAqkXNMpUxUkCspPkrrw5SQKqu0M/zAFJASrinc2LeUUDsz/LxOc1RQHymlmLPsFFA/u133X6oUUCWZe8UHK5RQA==\"},\"shape\":[26],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"TCVxowYjVEAY0BtOyCxUQMTTuATPOlRAJNAbTkEwVEA2Ts2y7iBUQMwG7DctMlRA4rQzGWcxVEA22vJxvyVUQLyc6JrNI1RAAplL5NIPVEBmQ/bOpgBUQJrgLN86C1RAOh43drsVVEDObFJelhpUQEwlcaMGI1RA\"},\"shape\":[15],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[49],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"5Pjy1/bVQUBkQ3GJxa9BQLzSM39/sUFAFLAR3Z+SQUAomMZe7JFBQKC9hbc2jUFAfD7U0s9ZQUBAiVIEM0lBQNxuak8yfUFAPNwKI32HQUBYwSLudJ9BQOT48tf21UFA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"wvh33REaVECe9dqmDipUQFgG7DfkFlRAAgqJLkgmVECOc4zLaBRUQMAuSEcI91NAbHYpQun1U0BMb+/URuRTQHr+scqZ2VNAAGUYMSThU0D69NomnANUQML4d90RGlRA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"5JxjlT3aQUDAFnjD1qNBQLAxYPjgikFAQJQpKMJ1QUAMHbKwo4BBQPibYxVmpkFA9HzeKQqXQUAgSqt2UK1BQAgvw0FmtkFAcMhcWxuvQUDknGOVPdpBQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Jmx4eqV2U0BYrvAuF4VTQBxpqbwdnVNAJqWg20uQU0DmHAOy13tTQGSFlJ9Ua1NAnMCtu3lcU0AmbHh6pXZTQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+v3UeOnsU0AwK01KQQNUQKyHaHQHAVRAbFch5SfrU0DGJmvUQ+pTQKh6a2CrAFRANI/8wcDpU0BumnecordTQCCs/3OYgVNAXtO84xRvU0AkwoanV1hTQAZNhA1PMVNAisOZX80zU0D6CS5W1GhTQIp7LH3odFNAti5uowGkU0A8WP/nML1TQPr91Hjp7FNA\"},\"shape\":[18],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"9PB+fZYdQ0AUgEFzahJDQKxMDsB5BENA5DTDQS0QQ0D0yb8kdc5CQBTTlkhhjUJA/FeCmpF/QkBkYVm+W09CQERYghoukUJAFAfKe9a4QkD08H59lh1DQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"RGL9LhTOS0D8mc2YQg5MQJwokI7V40tAZPRc27OuS0CQq3vgZmZLQERi/S4UzktA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"nN8z/+CaRED0KbKwMnNEQGAcPtaZeURAnPV+fWwwREB8pGMV/5VDQFAb2wwMdENAiDCJ1MeeQ0CABy1FtJZDQKjCS0oAQERAnN8z/+CaREA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WNdc24QTRUCMRv0uR4FFQHyvAExmUEVAdFJxidUgRUAorQDMs8pEQPzwRBCksERAWNdc24QTRUA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"1Gj9rkdRTUA4txgXgkZNQEwa4kakUE1AfKQHBtDoTEAMNWcye2RMQLxLsrAzI0xAyAgLo9OnS0DQCQujWeRLQBQhVqEVwUtAiIa8h+KHS0A0ViaLPmVLQPiIWb64TktAMFtgeBT+SkDc5YW3xLNKQCT3lkhcv0pArPWWSIVrSkA4ZdTSkiZKQLT60DXm/klAjClnsvbLSUA8nUFzh7ZJQKR6H1HhmklAYHgfUXAUSUBUB+JG4fpIQLh4H1HBK0lAhE/DwTodSUBQ0hFdM1lJQNhdN5wAQElAFDI+1jJjSUBcsO+6A2JJQFRVYPgLpUlAwOUi7kPnSUCcaw7AzAxKQHiSzZioXkpA8Mw6OQp3SkA8C0UQmqlKQIx3SK1wO0tACCaQjv9PS0AwVYnUevRLQAh0DkCl/EtAvL3vulxvTEAcvFKEp9dMQIhcJotS2ExA1LtShMnGTEDUaP2uR1FNQA==\"},\"shape\":[44],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"pFAmi0shSkD4jzDimpNKQFjBxl4M70pAtKCkPP1GS0C8EuJGIJZLQDj+M//YkEtAeIz29A5VS0BYE3990PBKQLi7KSisbkpAhKHeqQTpSUA8od6pq9VJQKRQJotLIUpA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[132],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"9kikVi2dUEAOgxH3tqFQQLbvsUqbf1BApuwU1LORUECWEdTs2m5QQGJdUh5FmlBAInWdHM2QUEA63qC5HWdQQG644eA6WFBA8ltSHnBFUEAuNpNFCDlQQIhN3kO8GVBA6APAJOf6T0AEM1ahYtJPQDxYFXqJv09ADIUOQOHWT0AkW1IeTRdQQCy44WAbSFBAYJMiiMJzUED2SKRWLZ1QQA==\"},\"shape\":[20],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"BgAAANpfUUAIAAAAzmxRQAAAAAA+jFFAAAAAAGbUUUD+////pPBRQP7////o+lFACAAAAHnMUUAGAAAAwYVRQAQAAADja1FABgAAAGxEUUAEAAAAFwRRQP7////NBVFABAAAAMnSUEAAAAAAVA9RQAIAAAAJJVFAAAAAANoZUUAIAAAAB/JQQAoAAACR81BAAgAAAGfpUEAIAAAARAZRQAQAAAApAVFAAAAAAOwjUUACAAAANTNRQAgAAADOLFFACgAAANopUUAGAAAA8xNRQAYAAADN+FBACgAAAGvYUEACAAAAyv5QQAgAAACX81BAAAAAAA3sUEACAAAAxvlQQP7///+HGVFACgAAAPo5UUACAAAA2zVRQAQAAAC5QFFACAAAADBYUUAGAAAAEXNRQAgAAADBdlFACAAAABRkUUD+////lFlRQAIAAAAlilFABgAAAMReUUAEAAAAJphRQAAAAAD4nlFACAAAANOAUUAAAAAA4HFRQAoAAABmjFFAAgAAAHN8UUAGAAAAV2BRQAIAAAApaFFABAAAACtUUUAKAAAAejlRQAQAAABeP1FABAAAACdeUUAIAAAAk21RQAoAAACGdlFACgAAAMOJUUACAAAAXn9RQP7///+vh1FACAAAALSNUUAEAAAA7aFRQAIAAACHm1FABAAAAGimUUAAAAAAILVRQAgAAAD3uFFACAAAAJOsUUAEAAAAd8lRQAYAAADo1lFA/v///8e0UUAEAAAAErlRQAQAAACnnFFACAAAAFWVUUAAAAAA63ZRQAoAAADAV1FABAAAAJg6UUAEAAAAhThRQP7////3FlFABAAAAL8CUUAGAAAAcedQQAQAAAB1x1BABgAAABKvUEACAAAAbodQQAgAAADyhFBAAgAAAOmkUEACAAAA6aRQQAgAAACnhVBAAAAAAONqUED+////sEVQQAIAAADzK1BACgAAAJ0cUEAAAAAAyCNQQAYAAACtFVBAAgAAAM8jUEAAAAAAvzFQQP7///95MlBAAgAAAMkZUEAGAAAARA5QQAwAAAAQ4k9AAAAAAFq6T0D8////W8VPQPz///+dh09AEAAAABicT0D8////v5JPQAgAAAAKUU9AEAAAAJwJT0AEAAAABMBOQBAAAAB2iU5AAAAAAPZATkD8////PSJOQBAAAAAo5k1ABAAAAK7+TUAAAAAAHtFNQBQAAAAqok1ABAAAAPpVTUAAAAAA4FVNQAQAAAAaiU1AAAAAAE5JTUAIAAAAPHdNQAQAAABQNk1ACAAAANpkTUAQAAAA1k5NQAQAAACedU1AFAAAAAYqTUAUAAAA+shMQAAAAADEm0xACAAAACSCTEAUAAAAhDVMQAgAAAAKAUxAEAAAAJLyS0D8////jaxLQAAAAAAOhUtAEAAAAEJJS0AQAAAAwDNLQAAAAABOWEtACAAAAByDS0D8////ra5LQBAAAABk0ktABAAAAIrIS0AUAAAAPv9LQBQAAABaO0xACAAAAHR9TED8////IbZMQAAAAAAs3UxADAAAAMASTUAAAAAArm5NQPz////VrE1AFAAAAOYHTkAIAAAAGF1OQBAAAABqpE5AFAAAAFCETkAAAAAA6lxOQAAAAABg301AEAAAAPSTTUAIAAAAJK9NQAQAAABU2k1AAAAAAAj1TUAIAAAAOP1NQAQAAAAoVk5AEAAAAD5xTkAAAAAAtjpOQBQAAADq/01ABAAAANAKTkAMAAAAHt1NQAwAAADaxE1AEAAAAARATUAMAAAALBtNQAwAAAAGGE1AAAAAAMIPTUAQAAAA5pZMQAgAAABgL0xADAAAALy/S0AUAAAA5pZLQAgAAAC+ZktADAAAANQkS0AEAAAA5sdKQAQAAAC0YEpA/P///zMqSkAQAAAAottJQBAAAABUaklABAAAAFY1SUAEAAAACv5IQBAAAABYgEhACAAAAASASEAAAAAADhdIQBQAAAAYrkdAFAAAAE6MR0AAAAAAIgVIQAwAAACaMEhABAAAAJ4XSEAEAAAAMtxHQAwAAACubkdAFAAAAALDRkD8////r9pFQAQAAAAQYkVAFAAAAPb/REAMAAAAMJJEQAgAAAAaKERAEAAAADDiQ0AQAAAA0nlDQAQAAACODkNA/P///0nkQkAMAAAApMZCQBQAAACyFEJAAAAAABaUQUAUAAAA5E1BQAwAAAA6OUFAEAAAAJwsQUAAAAAAAApBQBAAAACSA0FAAAAAANbeQEAUAAAAhs9AQAwAAADuhUBAAAAAAIREQEAgAAAAvKI/QBgAAAAk1j5AEAAAAFAuPkAYAAAAaI49QBAAAACMRz1ACAAAAOyQPEAgAAAAeB08QAAAAADUvTtAGAAAAFzMO0AQAAAABLk7QAgAAABgJDtAGAAAAGzmOkAQAAAAuKM6QBgAAACwxDpAAAAAAHRSOkAoAAAAGAM6QAgAAABkeDlAIAAAABC9OEAoAAAACHw4QBAAAABIADhA+P///1tuN0AQAAAAuNI2QAgAAAB80TZAGAAAAIwvN0AoAAAAXF03QAgAAACwzzdAIAAAAAREOEAgAAAAeEw4QCgAAAB80zhAGAAAAHBLOUAIAAAAlLs5QPj///+zqTpAEAAAAAAsO0AQAAAAoIY7QAgAAADAxztA+P///99sPEAgAAAATGk8QPj///8/wTxAEAAAAIjTPEAYAAAAzA89QCgAAAAgwD1AAAAAAKgpPkAQAAAA6Ok+QCgAAAC8ZD9AGAAAALjMP0AgAAAALIY/QAgAAABUkT9AKAAAAMwrP0AgAAAAdMk+QCAAAABoBT5AEAAAAFREPUAgAAAAXPQ8QAgAAADUdzxAEAAAAPjwO0AoAAAAJNw7QAgAAACAKTtAAAAAABStOkAQAAAAYHE6QBAAAAAs0zlAAAAAAKiUOUAoAAAAHCw5QBAAAACEjDhAIAAAAJTEN0AIAAAAEMY2QCgAAADkRDZAAAAAAAzfNUAIAAAAEGw1QAAAAACIEzVAAAAAACDRNEAgAAAAHIg0QAAAAAAgbzRAIAAAAGjyM0AYAAAA+FAzQCgAAACsvzJAKAAAANRKMkAAAAAA1PkxQBAAAACE6jFAIAAAACymMUAYAAAAzCsxQCAAAADQtDBAIAAAAOyQMEAIAAAAeBswQAAAAACQ1S9AAAAAAJhOL0BQAAAAEIEvQAgAAADYIDBAAAAAAHwzMEBAAAAAcOEvQEAAAAAgOy9ACAAAAOgTLUD4////p0AsQPj///8X2ytAMAAAAODRK0D4////j3grQFgAAACYCitASAAAANjqKkA4AAAA+IQqQBAAAADoUypASAAAAFhMKkD4////38QqQEAAAABQmCpAQAAAACj4KUBIAAAACNQpQBAAAAAgISpAQAAAAODRKUD4////p+ooQDgAAADISShAOAAAACCdJ0BIAAAAmM4mQBAAAABQLSZAKAAAAGjKJUBYAAAAMIIlQCAAAADo4CRAMAAAABBFJEA4AAAA2N0jQDAAAABAqyNAKAAAAEAdI0AQAAAAmJcjQAAAAABoLCRAKAAAAPDQI0AgAAAAIDsjQBgAAACY+SJAOAAAAPCUIkAwAAAAYBoiQFAAAAA4qSFASAAAAFhQIUA4AAAA0OQgQEgAAABAcyBACAAAANglIEBAAAAA8JQgQAAAAADAlSBAOAAAANhZIEAoAAAAwDcgQPD///+v0x5AYAAAAHCXHkCAAAAAgEUfQKAAAADQ4RxAAAAAAAAWHUAAAAAAwK0dQBAAAACgMB5AUAAAADguIEBAAAAA2JggQAgAAACoqiBAWAAAAEArIUAwAAAAcN0hQPj//////SFAIAAAAKhvIUAQAAAAgMYgQDAAAAB4oyBAUAAAALAaIECQAAAAoAweQFAAAABA5RxAIAAAALDDGkBwAAAAkGEXQLAAAADgVBZAkAAAACCsEkCwAAAA0FkQQGABAAAgzA5AwAAAAMCZCkAgAAAA4JIFQCABAACgCQVA4AAAAGAjAkDA////f0P8P0ACAACAD/s/gAEAAEAY9j8ABQAAAHTvPwAEAACAl+g/AAUAAAAS1z8A/v///yfSv4D9//9/A+2/AP/////q8L/A////v3D/v4D///+f+QHAYP///z97BcDg/////8MBwMD///9/QgXA4P////88C8DQ////PyUQwPD///9f8hLAsP///w/DFsDw////D4wYwND///+vKhrA0P///+/GHMDA////H7kfwPj////vxSDAyP///1/BJMDo////B3IowOj////nESvA6P///3elK8DQ////b0wtwOD///8HiC7A9P////9bMMD0////B10xwPz///8XxjHA+P///w9ZMsDo////o8EzwOz///+vZDXA6P////+gN8D4////s7Q5wAwAAADwozvA+P///4PcPMAIAAAAgBg+wOT///+r6z7A/P///501QMDy////XfRAwPz///8fwUHA9P///9ePQsD2////AZRCwPj///81JEPABAAAABqhQ8AEAAAAmvhDwPb///+75UTA/P///8ucRcD2////0a5FwPL///8JD0XA9v///w8xRcAEAAAAOjpGwP7///8vDUbA9P///8nhRsAEAAAA5FJHwPj///83eEfA/P///x/bR8D+////O1ZIwP3///9rMEnA/v///42FScD2////i9BJwPX///+fIUrA9P///+NqSsD1////A8RKwPX///+d7UrA8////6XqSsD0////F3NKwP7////ZRErA9P///1slSsD9////USZKwAQAAADMLErA+v///7PiScD8////wV1JwPv////RIUnA+////1HvSMD6////QVlIwPb///8PEUjA9v///zeeR8Dy////VYRHwPr///+dJkfA9P///6PGRsD6////EYVGwPb///+1hEbA/v///ylARsD4////Zb9FwPT////Nb0XA+v///xNIRcD2////lwVFwAYAAAD0LUXA8v///2sHRcD0////OYhEwAYAAAC8ZkTA+P///1mVRMD0////q4NEwPT///+jVkTABAAAABgWRMAEAAAASLZDwPL////xaUPA8v///9V2Q8Dy////L1xDwPb///+JF0PA9v///2NzQsDy////3zRCwPr///8b/UHA/v///92kQcD8////OzdBwPz///9p9EDA/v///zM7QcD+////GTdBwPr///8NbkHABAAAAFhgQcAEAAAA7nlBwPr////JMkHABgAAAFjiQMD6////KZlAwPr///9lH0DA9P///xfHP8D4//////s+wOj///93OT3A9P///4+sPMD4////oy88wOj///8HLTvA5P///6ufOsDs////g+A5wOz///+b4jjACAAAAMgWOMD4////+8s3wAgAAAAcWjfA5P///7v3NsD8////V/g2wPz////fXjbA9P////PvNcAIAAAAjOc0wPj///9fmTPA7P///x9DMsDs////H94xwPz///9XNTHA4P///39VL8DY////N5YrwPD///+HHSrA2P///38TKsDg////p1cowNj////XFCbA2P///29MI8DQ////J/4hwKD///9vXx3AwP///+/zGsDg////D9wVwLD///8PmRTA4P////9vFMCg////n0gTwOD////fmg3AoP///9/7BsCA////v0sHwOD///+fEAPAYP///7+HBcCA/////xkBwID///+/0/i/gP///38c7r+A/v//f5ziv8D+////zfO/APr///8hzr8A/P///w+0vwACAAAAjsw/wAAAAMC98D+AAgAAwMj7P4ACAACAbP4/IAEAAEA0DUCwAAAAYNAQQHAAAAAQoBBAEAAAAIBDEkAAAAAAwKMVQEAAAAAAlhZAQAAAALAGF0BwAAAA8BkYQAAAAAAA0BdAEAAAAHAXF0CAAAAAcOQXQDAAAAAASRlAkAAAAIA8G0BgAAAA4FQbQJAAAAAQZB1AAAAAAFD/H0AgAAAA+LsgQDAAAACwNCFACAAAACApIUAwAAAAOMMiQAAAAAAIvyNAGAAAAIjlI0BQAAAAMNckQEAAAABwbiVAIAAAAEhnJUAwAAAAcEglQDAAAACIxyRAKAAAAJAnJEBIAAAA4GYkQBgAAAAgTCVAKAAAAIAXJUAwAAAAABwlQFAAAAB4xSVAIAAAABDjJkAoAAAAYOsmQPj///8XUyhAMAAAAKCxJ0BQAAAAQMAmQBgAAAAw8CVAIAAAAIBsJEBYAAAAYLgjQCgAAABQRiJAQAAAAAglIkAgAAAAQLsjQAgAAACY5CRAEAAAAGDwJUAoAAAAuNgmQFgAAACIFCdAGAAAAHiNJ0AAAAAA6DkoQPj///+PwChAWAAAAOjfKEBIAAAAUOknQDgAAADYdidA+P///0d0JkAAAAAA+J4mQDgAAABINCZAAAAAAJAqJkAIAAAA+DwlQAAAAABYjCNAOAAAAPjiIkBQAAAAgKwiQAAAAAAARyFASAAAAEhXIUAAAAAA0OQhQAAAAADQfiJA+P///0fXIkAoAAAA0OgiQCAAAAAYGyNAMAAAADA5I0BQAAAAGKAiQFAAAADgOCJAQAAAAJC3IUAIAAAAmJIhQEgAAABwECJAWAAAAMDmIUAAAAAA0P0hQCgAAABAaiJAKAAAAPAhI0AQAAAAePwjQPj///9/yiRAWAAAALjgJUBAAAAAyDQmQCAAAAAgvyZAKAAAABhCJ0BIAAAASMknQEAAAABQpChAMAAAAJjWKEBQAAAAGL0pQBAAAAAQQSpAGAAAAKgiK0AAAAAAsPArQPj///8XnyxAQAAAAHhaLUDw////v8wtQCAAAADo/S1AUAAAALCKLkAAAAAAINkuQFAAAADwSy9AAAAAAJCrL0AwAAAA8LYvQBAAAADo/S9AAAAAAJDRL0AQAAAAeMUvQEAAAABI6C9AEAAAAGgBMEAQAAAAeMkvQCAAAADYkC9AAAAAAHCDL0AAAAAAoLEvQFAAAAA4mC9AQAAAAADCL0AQAAAAoLovQEAAAACgYC9AAAAAAJh0L0AQAAAACLYvQEAAAAC4aS9AUAAAAFDGL0AoAAAA1DswQCAAAAD4QzBAAAAAAOiHMEAgAAAAPAkxQAAAAAC4ITFAKAAAAFB9MUAQAAAA8KQxQCAAAACkEzJAGAAAAERZMkAYAAAAcFoyQBgAAAAIgDJAGAAAAEiEMkD4////h0IyQBgAAABECjNAEAAAAPR4M0AgAAAAgKUzQCAAAABoQTRACAAAAJTZNED4////21Q1QCAAAAAkizVAAAAAAHx1NUAYAAAAZH41QAgAAAAAQzVAEAAAAPj/NEAYAAAAILU0QBAAAAAU3jNAKAAAALxIM0AgAAAASOAyQAAAAABotDJAEAAAAGCGMkAoAAAAhGwyQCgAAADwJDJAGAAAAAyQMkAIAAAAANQyQBgAAAAMUjNAEAAAABTkM0AAAAAAsKI0QAgAAAA8aTVAIAAAABDmNUAIAAAAvHE2QCgAAADE7jZACAAAALRFOEAIAAAA/P04QBAAAACs3TlA+P///y/eOUAIAAAAmN45QCgAAADINTpAIAAAAKywOkAIAAAAUGE7QBAAAACA1DtAEAAAALhOPEAIAAAAHL08QAgAAADoej1AKAAAALS2PUAoAAAArMg9QCAAAABkjT1ACAAAAFitPUAYAAAAECY9QAAAAAAUHj1AEAAAAKBOPUAYAAAA5Cg9QAgAAACESj1AEAAAABx9PUAgAAAA8OQ9QBAAAAAkLT5ACAAAAOxQPkAoAAAAiGI+QAAAAABERj5AGAAAAGxmPkAYAAAAGCc+QAgAAACkrz1AAAAAAOSiPUAIAAAAEBc+QAAAAADM7z1AKAAAAKAZPUAQAAAA1Iw8QAAAAADk4jtACAAAAMB+O0AIAAAA6Lo6QBgAAADA3jlAEAAAANyjOUAoAAAAiDM5QBAAAACAFDlACAAAANA0OUAQAAAAINE5QCgAAACoNDpAKAAAAFDhOkAQAAAARAo8QBAAAADceDxAEAAAABwuPUAIAAAAGAk+QCgAAADouj5ACAAAAMRwP0AIAAAARARAQBQAAAAwQUBAEAAAAEqUQEAAAAAAPr9AQAgAAABA7kBAEAAAAHb2QEAEAAAAjEFBQAQAAAB8Z0FAEAAAAH7GQUAUAAAAkkZCQAwAAADackJACAAAALZ7QkAMAAAAhPVCQAAAAADQHUNAFAAAAKoKQ0AUAAAA3ltDQBAAAAA2k0NAFAAAAN4oQ0AAAAAA8vdCQAAAAADcoEJACAAAAMSbQkAEAAAA/AFDQBAAAAC6M0NACAAAAAJkQ0AMAAAA5HpDQAgAAADOv0NADAAAAM6fQ0D8////JZlDQBAAAABCeENADAAAAMraQ0AAAAAAvjZEQAgAAACcPERACAAAABZgREAUAAAAZlBEQAgAAACoUERABAAAAA53REAEAAAATI9EQAgAAAAud0RAEAAAAECcREAQAAAAkqJEQAAAAAD6qERABAAAAEy/REAMAAAA0LxEQBQAAACM0URACAAAACL2REAEAAAAkhJFQAwAAADa40RAEAAAAA7nREAIAAAA5CpFQAQAAADCbkVABAAAANqDRUD8////j9dFQPz///9z/UVAFAAAAKQpRkAIAAAApGdGQAAAAACakUZADAAAADChRkAQAAAAZKVGQBAAAACIO0ZABAAAADLPRUAEAAAAzMVFQAQAAAD8IUZADAAAAMxVRkAEAAAA9qFGQAAAAADS9UZABAAAADAkR0AEAAAAAoFHQAgAAAAk8UZAAAAAAJreRkAMAAAAiB5HQBAAAAAef0dAEAAAABQJSEAMAAAACl9IQBQAAADQnUhADAAAAAqRSEAEAAAAaiZIQPz///83fkdABAAAAC5pR0AEAAAAWN9HQBAAAADEiEhABAAAAHjBSEAMAAAATB1JQAgAAAAuJklAEAAAAEIlSUAQAAAATgpJQAQAAAAYH0lACAAAADqISUAQAAAAuLVJQAAAAACm4klADAAAAMgSSkAIAAAAoKJKQAAAAADi0kpAAAAAAODjSkAUAAAAMlBLQAQAAAAGeUtAAAAAACCaS0AUAAAARONLQBAAAAB0K0xADAAAANh7TEAQAAAAZBVNQAgAAACquE1ACAAAAPgqTkAMAAAAdO9NQAQAAAA2Yk1ADAAAACYbTUAMAAAAimZNQAgAAACIek1AEAAAAFQcTkAQAAAA4IdOQPz///+LkU5ACAAAAD7DTkAAAAAAdA1PQAgAAADSOE9ADAAAAC4XT0AEAAAApiNPQAQAAAB2Rk9ABAAAAOwoT0AQAAAAAmFOQAQAAAAm7U1ACAAAAABnTUAUAAAArAZNQAgAAADymUxAAAAAAGRETEAAAAAANOtLQAwAAAB4kUtAFAAAAHhVS0AUAAAAHBJLQAQAAADyR0pADAAAAFbESUAMAAAAsJpJQAQAAAA2FEpAAAAAAHijSkAAAAAAIiRLQAwAAAD8kktAFAAAAFifS0AUAAAAvqZLQAQAAACo3EtAAAAAAOL/S0AUAAAAYDxMQAAAAAAEbUxADAAAAHKkTEAIAAAAJotMQAwAAABA7ExAAAAAABxkTUAMAAAAdnlNQAwAAAAeDk5AAAAAAAhzTkAQAAAAKgNPQAgAAADkak9A/P///+t6T0AQAAAAHs5PQAQAAAAYAlBABgAAAFgGUEAIAAAApTFQQAoAAACjTVBACAAAAJqDUEAIAAAAu6NQQAgAAAB4kFBAAAAAAFmaUED+////GMdQQAAAAAA65lBAAAAAAHsIUUAGAAAAmypRQAIAAABgSlFACAAAACJqUUACAAAAjXNRQP7///9zeFFABAAAADUyUUAKAAAA+vpQQAQAAAC4zFBAAAAAAOf3UEAEAAAAXidRQAgAAACPUFFAAgAAAGgeUUAGAAAA2l9RQA==\"},\"shape\":[932],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+ck2MAODU8AL5R7lNnVTwPnJNjADg1PAA6HaWgKDU8BupHdXAoNTwIiy6zFZnVPAYo0s2eqzU8CTIIw/vstTwOTE/PxV51PADC8Amqf8U8ASsU61NQ5UwKGZA7eLKFTAXCnGLN49VMD567vVoEFUwM3CX0YWNVTANG0K8QkmVMBqgbi4vBVUwHKtsf6rAVTATrBOtRDhU8CIMZ3QecVTwDIjKTyZnlPA+ck2MAODU8A=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"cMvX7+9XSUBQRE/nlahJQKiuUoRMy0lA+G2rdujQSUA4CuLGyqRJQABDT2fwW0lAbJEHBhOQSEAcLT7W90JIQMgeyvsxIEhAJKO1TSHzR0Cs1eiAOs1HQIx5Wb5RyUdAhJGkPPfQR0AgUP0u3bFHQHhSmmW5dUdAtDMVekdxR0AEObKwSuBHQDzqlsgG0EdAyNoi7k1nR0B0Tv0uJE9HQMSBMGLnU0dAJPun2YzER0Akfvb0HRRIQDiXQfMJWEhAiM0R3SVCSEDQ7ZbI459IQHy0KahBx0hAVH1ZvhCoSEB4erwHJ8tIQIi/AMzI90hADDTbDDcTSUA8ru+6+edIQHDL1+/vV0lA\"},\"shape\":[33],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"z8zMzMyMScD8/////79JwAMAAAAAoEnA08zMzMzsScBiZmZmZiZKwNPMzMzM7EnAnZmZmZkZSsA1MzMzM/NJwGtmZmZmxknAz8zMzMyMScA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"JpLJSZICVMCYqRRIPOhTwPepFMjO/lPAhpLJySQZVMCCo9pa4BJUwBR34ZReEFTAS48sky0jVMC4uyVZryVUwOclKfYAO1TARGMzTT43VMBGpNpaBUBUwEuPLJMtI1TAJpLJSZICVMA=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"qB6F61E4JEAAKVyPwrUlQFDhehSuxyVAcOtRuB6FJUB4FK5H4bokQLhH4XoULiRA6P//////I0CoHoXrUTgkQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"JA8om3KNSEBgodY076RIQLDIk6Rr2khAUDHO34T6SEDADFTGv+9IQNDqVs9Js0hAmJj1YiiLSEAkDyibco1IQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[65],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[73],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"iDxJumZGR0AkKsb5m4RHQBhpqbwdXUdAGGPuWkIyR0AMUn5S7ftGQMgBnx9GBEdAXMa/z7g4R0CUsWg6OzVHQIg8SbpmRkdA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"NQrXo3BRSsAdwoanV0JKwOyGbYsyd0rAnvJ2hNPOSsA+jjulgwlLwHzHKTqS20rAp2ytLxKGSsAGXVDfMmtKwPuh7gOQ+krAe3hdv2A/S8CdxcTm44ZLwMxFfCdmmUvA5l61MuG/S8AHWwhyUM5LwJQfRgiPpkvA1lyKq8pyS8D3/////59LwJSZmZmZmUvAiZmZmZlZS8CdmZmZmTlLwM3MzMzM7ErAvMzMzMyMSsDDgFKWdFFKwDUK16NwUUrA\"},\"shape\":[24],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EEIcgGA6MkCYaNvYOm0yQAhioWvHgzJASK0fHUaFMkCYlNSe3F8yQCiuvFNR8jFAqBQjulj7MUAw6Cn01PkxQBBCHIBgOjJA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4AsSqRrfM0DIpatCauozQAjKapu5ozNA+Dmopcx7M0B437UZBBozQODWe6wdqzJAmHns6R9yMkDgkTdoq4YyQBjyY2E3qjJAOFCQWrFXMkBoS/Mj7wcyQJhFubbINzJA+IVgxEYlMkDY1HusBzcyQEBIVu2ECzJAqDx/SfDBMUB4D4aDO5kxQDj+1zuISDJAOMHNZEhtMkD4pOWvLS8yQMA+f0n0PjJAaOPvhqVtMkBokTdodmEyQPil5a8ybDJAQF0ENYQ0MkBoi/36uJwyQFCX1J6k+jJAGKyC5uMDM0C4+53OLlAzQLCHw40TSzNAkLW8U+OlM0CwljdodZ8zQKjHzWRa4TNAWEkcgIniM0DgKZeU5rYzQOALEqka3zNA\"},\"shape\":[36],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"ZpKgMyy9UcBqffJrVKBRwBrZga68hFHAJMTT5uRnUcD8BxirEFBRwGdxG0g9OFHAmki/OEVCUcBYGSm8XmBRwD5UltzJk1HA2uqSP52rUcD/5/WIOMxRwJK7/MK2yVHAXman7TzRUcD0YgrxPNFRwLa4XwxS6lHARaEUDqgEUsAN3x7ldxdSwH54uP6vDlLAfDcR8egFUsDaickP/h5SwAogxvI+IFLA3vZpY7QTUsDbtcJV7QpSwLr5BhoZ81HAYqdO+wPaUcBmkqAzLL1RwA==\"},\"shape\":[26],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"qIzs6erDNkC4J4aDIRs3QJhXHIAFHjdAkDw0y0gwN0A4+4y9KBQ3QEB5PqKo+zZAIJCJIMLJNkD4IelM1ZA2QBAFAZh3NDZA0Ou1GWLlNUDoratCHc01QIgRdXIb6TVA2AQBmJEnNkBIa2f+Iys2QLCn1J4qsDZAqI+JIBCjNkDgBQGYGWM2QHCl1J4qMTZA+DrRAX4JNkBI8u+Gy9M1QIi6Hx0mjzVAYMiT9x2ZNUCwaQQ1Uwc1QMhJf0ltvTRA8G4+olCsNECQjMON0Wk0QPgtNMsA2zNAUAwSqfDzM0AQ3Husr98zQLilq0Jm7DNA2Mtqm+UMNEAIKfpd3Ug0QCiRYMSjsTRAICTA8C68NEBQThyAQQQ1QOiW/fp2ODVAMImJIPI0NUBo+Cn0aKg1QFAuXSf2RjZAKMK8Ux2DNkCYTeISMmY2QKiM7OnqwzZA\"},\"shape\":[42],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"tOsX7IbJUEDcT42XbtxQQIhn0NA/5VBA9kv9vKkAUUBiRQ2mYRJRQKJfzQGCCVFAukY9RKPlUECWSKKXUcZQQLTrF+yGyVBA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"yJVx1UTeMUAwFCO6CeMxQIjUe6wjKTJAMF4ENZ9mMkBgPOISk30yQDi+MC4zhjJAaJ+rQlx0MkC4yqQI2TkyQNgyqKWR3DFAaE2QWnyzMUDIlXHVRN4xQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"2mgQZJJGUkACAABAuWlSQP7//z+fcFJAAAAAIF1sUkAGAADgUlVSQP7//79iM1JAAgAAQIAvUkAAAAAgGzhSQP7//z/BNlJAAAAAgOM0UkDaaBBkkkZSQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+KNwPQqXOkAA16NwPQo7QDCRJ0nX7DpAQOF6FK6HOkAgoImw4QE6QBhMw/AR4TlA+KNwPQqXOkA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"yCLb+X7CN0D4o3A9Clc4QOBRuB6FKzlASFmGONY1OUDoRJ4kXZM4QBjAWyBBSThA8Chcj8K1N0DIItv5fsI3QA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"CK5H4XqUOkDQo3A9Ctc6QCCF61G43jpACNejcD3KOkDoUbgehWs6QAiuR+F6lDpA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"qNhfdk8UT0A8nZ0Mji5PQECrPldbMU9AZFc+y/MKT0AAWyVYHAJPQAyhZ7Pq205AOODzwwjRTkCo2F92TxRPQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"eiFxo0NGU0BqYhgxVEpTQHDZj6gRMFNA6N/JlT8cU0A8ugp9bhRTQL4c1Gx9+FJA6tePqMHYUkAAgjrTnbVSQCwKw9v+oFJAOj32jhuZUkC+ixH3PZpSQPacIggZpFJAWBSaP1GcUkDSWN5DEapSQCzNuIQUu1JAOgSJ7o7VUkA4ZLXnse1SQEoB7Dcy8lJA2nEpwr/sUkBeLeX9395SQJbsPXA85FJA2ryn8wznUkC0HNTsQfZSQDw4vKG8BFNAzjGCNMYcU0DAugo90zFTQDps79SuMVNAeiFxo0NGU0A=\"},\"shape\":[28],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"7rGn8xBqUEAU/SUlSG9QQIac+auqNFBAXrp+F0sCUEBU9UtKR8VPQAT56ICR0U9AXAVdW7SGT0DklR9R7MhPQBorvCGFBlBAKBsLo2vTT0C8E9G1o7RPQGig9vTs3E9AeC5Z2K0DUEAcTz7WY/1PQHrI8vEgHVBArgmafxExUEDCUXv6A0dQQEZcUh7LV1BARo+F0etNUEDusafzEGpQQA==\"},\"shape\":[20],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"lP+QfvtaT0DQTgZHyXNPQPTMr+YAdU9AeNCzWfU5T0Dw3R/vVRdPQFBvKlJhFE9AlP+QfvtaT0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"CNejcD3qU0AcrkfhehRUQGyucbuYIFRAopI6AU0uVEBYFOgTeVBUQKr7AKQ2TVRALld4l4s+VEBAfxMKETpUQJLZIJOMJlRAlpJX5xgKVECwwTQMH+1TQH6aWrbW11NAck3zjlPYU0DEpDFaR8dTQORnXDgQsFNAEm9kHvmVU0BG9nr3x41TQIgb8PlhklNA7K4l5IPCU0BqgQTFj9VTQAjXo3A96lNA\"},\"shape\":[21],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"rn86U2gxUkDc0fLx1j1SQPgugrTUdlJA+LDQz2aGUkD8sNBPoohSQB5RpNYxd1JA3CAO2v5bUkCgnr9+LTxSQG6T6Nr1A1JAcEEw/JIBUkCufzpTaDFSQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WLVtRri+UkBEeGOv+dJSQODlAwNs6VJAyFKkVi7YUkC8j64tXrtSQPx6AOatqlJAlPxOAemlUkBYtW1GuL5SQA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4K2WokdhU0AErpbimGhTQGinXPV6dFNAJCmrkGp1U0Dq1vLxhmNTQEDajyhyX1NA4K2WokdhU0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"JB/U7KSDU0BYw0SqxZpTQFCGOhMDsVNA2tRVOz+1U0B+NIK0zbdTQFKyM5lRnVNA0CxIh02FU0AMe2MvcHZTQCQf1Oykg1NA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"isUZZuRGUUCCwkqoXF9RQN5RDZ6Fa1FA0qPFvAp3UUCAKebDL4lRQDgKLCNxbVFAiJnuGJpZUUBi0lBG2DxRQJJwkonXQ1FAni9nWXMwUUCKxRlm5EZRQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"NuySv7v7UcBjk6AzuPZRwNQsOk3w7VHA0L+Z+Tn5UcBmvPz8OflRwF6oTvuPE1LAitGqihogUsDnDrXhVxxSwFQ7rqfZHlLA5w614VccUsDBZ6dtWyFSwPmnTnv9/FHAxlL5pYMEUsA27JK/u/tRwA==\"},\"shape\":[14],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+tozSwJ2UkDeo3A9CldSQKi5TiMtLVJAhOtRuB41UkByPQrXoyBSQJJn0NA/71FAwqcAGM/WUUCqrdhfdtFRQAjXo3A96lFApHA9CtcjUkAsgv+tZD9SQLRH4XoUXlJAdD0K16NwUkBC5zV2iWhSQPraM0sCdlJA\"},\"shape\":[15],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"tEfhehQuU0AwMGR1qyVTQCqGcqJdKVNAgMucLosTU0BW9bnaihVTQAJfmEwV5FJAZLpJDALpUkBWBkfJq8NSQNiHLqhvuVJAAAAAAADAUkB0ol2FlO9SQJZdonprEFNAtEfhehQuU0A=\"},\"shape\":[13],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/rhtxsiUU0BeXd7DOrNTQMr6FBSVylNAtiqrUE3TU0B26QMDxrpTQKAmDtpaq1NAhvZ3XVeYU0D8p1x195VTQA7lZgw3gVNAjhs3NhV6U0D+uG3GyJRTQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"WoY41sVHUkB+aRg+IlRSQBI89x4uLVJAtIR80LMTUkDed0Xwv+NRQOJxio7k0lFA+CTpmsnTUUB8YTJVMLpRQKRh+IiYolFABk2EDU+hUUBoZmZmZqZRQCx6GcVyl1FA2K5Cyk+MUUDU1VbsL49RQBxj7lpChFFARArXo3B9UUAQN+Dzw0pRQFK4HoXrUVFArCuf5XlAUUDIbJBJRiJRQGTv/nivJlFAWrgehesxUUDgQexMoUdRQPBRuB6FS1FADtejcD06UUCc8e8zLjBRQKb8pNqnR1FA7CEa3UFgUUCS39v0Z2VRQOgoeXWOgVFAblDCTNufUUA0+grSjL9RQLbh6ZWy7FFAdmfttgsrUkDSCgxZ3URSQKag20saT1JAtIAJ3LpFUkCyogbTMARSQM7Shy6o6VFAAjtwzogoUkAeTWcngz1SQJaHhVrTHFJATqYKRiU9UkDWc9L7xilSQFqGONbFR1JA\"},\"shape\":[45],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"fhSuR+FaUkAsXI/C9WhSQGRmZmZmZlJAQArXo3BdUkB2PQrXozBSQH4UrkfhWlJA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"dBA7U+gMU0BADkqYaStTQLxdaK7TMlNAqsq+K4IbU0D4iJgSSd5SQJpS0O0l41JAemfttgsJU0BIQlvOpR5TQBY7U+i8DFNA+EpZhjjOUkCcap+Ox8JSQGpmZmZmylJArmg6OxmuUkDO8jy4O5lSQFrv/nivmlJAZmZmZma2UkCUaftXVsBSQL4Gtkqw3lJAhi9Mpgr+UkAIL/oK0gBTQEwH6/8c9lJAdBA7U+gMU0A=\"},\"shape\":[22],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"bATst4amU0CAqFz1e7NTQO5xjEtmtlNAZhX9SDyjU0CwtdAPG5pTQErsoPkKmlNAbATst4amU0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"MpZL5JtsU0DSFP3Iw39TQPSgIgjKiVNAzma1Z0SDU0CKd8Z43G5TQH7MG84wWlNAMpZL5JtsU0A=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"lpmZmZnZUUAerkfhevRRQOh6FK5HIVJA9Gc/UkROUkC4WFGDaV5SQE47/DVZeVJAAKXap+OLUkDsOEVHco9SQFwM5US7nFJA3vl+arySUkDwUbgehWtSQKaMf59xQVJAwpoDBHMMUkAgrP9zmPdRQPYoXI/C1VFABjFCeLS5UUCWmZmZmdlRQA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"7MXhYExpU0AQp1x15F9TQBwbNzbIYFNAfsh+F1Q3U0A47T1wdQdTQDjtPXB1B1NAcGS155n5UkCurzPZZwNTQOLOuITLHlNAVPuxCuwhU0A+IXEjIDhTQOzF4WBMaVNA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"nTV0OhBgUsCoohSOxlRSwGIy1wMZalLA+C46BxlqUsDIMteDq4BSwJyLyQ+vhVLAzJ9312F1UsDhebh+zl5SwNYMGCsYalLAnTV0OhBgUsA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QGBxCUhBSEBIaKt2/4dIQNiOas/VvEhAsETsnZn5SEAwtikowyVJQJjAAMxQM0lA3K/vurpGSUAsjs2YpGJJQIBrq3YCRUlABHgf0Vr/SEAM75bIUehIQMQy2wzXw0hA2HKCGgqXSEBkZA7AmWlIQKht5eN3L0hAQGBxCUhBSEA=\"},\"shape\":[16],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4Xm4fs5eUsBIJGMpwk9SwKrju5uNXVLAQOAen41dUsA2i8mPHG9SwMyfd9dhdVLAOcxwneN3UsDhebh+zl5SwA==\"},\"shape\":[8],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"uKN2Bh8FS0AoWMPBwRVLQJQuZzLw7EpAmMqdAqu0SkBs3ktKzYxKQJD/bezhUUpAhP5t7FcXSkCA/m1sGBdKQMjarhMIfkpA1LC1TVwPS0C4o3YGHwVLQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"OCG56tOOTECgoGrPp8tMQNBjYPhh80xA8MYpKAf8TEBkvFKEhehMQLx6q3YIu0xAqGiaZRJ/TED4f+XjCV5MQDghuerTjkxA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"wN798V4VM0CYMjhKXj0zQFDudygKdDNAECaN0TqCM0Bo/kP67dszQBhGCI82/jNAKNv5fmoUNEDYg57Nqj80QCAq499nRDRAmCO5/IcsNEA4tWytL/ozQLi/z7hw0DNA2Aw34POzM0DYRPXWwFYzQJC12y40DzNAOOyGbYvqMkDA3v3xXhUzQA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4JrJN9ukNED41RwgmMM0QAi30QDe6jRA2IZtizIDNUCgPbMkQO00QMDuycNC3TRAqMQgsHLINEAw5zV2iZI0QOCayTfbpDRA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"2J/gYkUtNUAI2xZlNjg1QMCHaHQHGTVACEEOSpgRNUDYn+BiRS01QA==\"},\"shape\":[5],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"mMCtu3lSNUAIcm2oGKc1QEiKyLCKtzVAoHVUNUGUNUCQVBhbCIo1QFD2XRH8TzVAAII5evxGNUCAaHQHsUM1QJjArbt5UjVA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"FxpS0s/fU8CQ3+Qx98JTwJXiga5krFPAKDQ6zVSYU8DeERgrS45TwP/N02YfplPAlMo2ah+mU8CaTIWFrbdTwMQ0Ogdxu1PAKTU6hwPSU8AUW/nfluhTwBcaUtLP31PA\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"+KscWmT7NUAYms5OBjc2QDj430p2PDZAqE5AE2EjNkCQcoV3uRA2QPix9KEL4jVA+KscWmT7NUA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"8K9Bc3r0TUAsQATplCVOQHRRFXosMU5ADBeo2UUbTkDECDT/f/hNQLDAUoSR4E1A8K9Bc3r0TUA=\"},\"shape\":[7],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"pIirdinkT0CUbMPB8rNPQESVH1GtqE9ARP8i7hqwT0BMZYlU45hPQOTAGBcMfU9ArD/K+yOYT0AUc/2uFKZPQDzdAMwut09AaKD29PTYT0B0L7nqzMtPQKSIq3Yp5E9A\"},\"shape\":[12],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"oOlDrCKOMMAEAAAAAOAwwPj/////fzbAAAAAAAAgPMAGAAAAAOBAwP7/////r0PAAgAAAACARsD7/////09JwAAAAAAAIEzABQAAAADwTsD//////99QwAIAAAAASFLA/v////+vU8AAAAAAABhVwLZnlgSoLVXAHmKnrzBRScCg6UOsIo4wwA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"0GMrgrE+UEAEAAAAAPBOQAAAAAAAIExACAAAAABQSUAEAAAAAIBGQPz/////r0NABAAAAADgQEAAAAAAACA8QBAAAAAAgDZACAAAAADgMED4/////38mQCAAAAAAgBZAAAAAAAAAAADA/////38WwPj/////fybAcNYymy8RMMBoXL02y3Q4QNBjK4KxPlBA\"},\"shape\":[18],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"xB14wEK1UUAubpifrT1RQPhFCDB4eVFAxB14wEK1UUA=\"},\"shape\":[4],\"dtype\":\"float64\",\"order\":\"little\"}]]]]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p25642\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p25643\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"MultiPolygons\",\"id\":\"p25638\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_color\":{\"type\":\"value\",\"value\":\"#97b6e1\"},\"fill_color\":{\"type\":\"value\",\"value\":\"#97b6e1\"}}},\"selection_glyph\":{\"type\":\"object\",\"name\":\"MultiPolygons\",\"id\":\"p25644\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_color\":{\"type\":\"value\",\"value\":\"#97b6e1\"},\"line_alpha\":{\"type\":\"value\",\"value\":1.0},\"line_width\":{\"type\":\"value\",\"value\":1},\"line_join\":{\"type\":\"value\",\"value\":\"bevel\"},\"line_cap\":{\"type\":\"value\",\"value\":\"butt\"},\"line_dash\":{\"type\":\"value\",\"value\":[]},\"line_dash_offset\":{\"type\":\"value\",\"value\":0},\"fill_color\":{\"type\":\"value\",\"value\":\"#97b6e1\"},\"fill_alpha\":{\"type\":\"value\",\"value\":1.0},\"hatch_color\":{\"type\":\"value\",\"value\":\"black\"},\"hatch_alpha\":{\"type\":\"value\",\"value\":1.0},\"hatch_scale\":{\"type\":\"value\",\"value\":12.0},\"hatch_pattern\":{\"type\":\"value\",\"value\":null},\"hatch_weight\":{\"type\":\"value\",\"value\":1.0}}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"MultiPolygons\",\"id\":\"p25639\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_color\":{\"type\":\"value\",\"value\":\"#97b6e1\"},\"line_alpha\":{\"type\":\"value\",\"value\":0.1},\"fill_color\":{\"type\":\"value\",\"value\":\"#97b6e1\"},\"fill_alpha\":{\"type\":\"value\",\"value\":0.1},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.1}}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"MultiPolygons\",\"id\":\"p25640\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_color\":{\"type\":\"value\",\"value\":\"#97b6e1\"},\"line_alpha\":{\"type\":\"value\",\"value\":0.2},\"fill_color\":{\"type\":\"value\",\"value\":\"#97b6e1\"},\"fill_alpha\":{\"type\":\"value\",\"value\":0.2},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.2}}}}},{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"p25655\",\"attributes\":{\"data_source\":{\"type\":\"object\",\"name\":\"ColumnDataSource\",\"id\":\"p25646\",\"attributes\":{\"selected\":{\"type\":\"object\",\"name\":\"Selection\",\"id\":\"p25647\",\"attributes\":{\"indices\":[],\"line_indices\":[]}},\"selection_policy\":{\"type\":\"object\",\"name\":\"UnionRenderers\",\"id\":\"p25648\"},\"data\":{\"type\":\"map\",\"entries\":[[\"xs\",[[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"23JxBMQTVED//////59UQAAAAAAAQFVAAAAAAADgVUCckA7CR1JWQAAAAAAA4FVAAAAAAABAVUD//////59UQNtycQTEE1RA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"7gMmIbplVED//////59UQAAAAAAAQFVAAAAAAADgVUABAAAAAIBWQAAAAAAAIFdAFVNqHX+JV0ABAAAAAMBXQAAAAAAAYFhAAAAAAAAAWUAAAAAAAABZQAAAAAAAYFhAAQAAAADAV0AAAAAAACBXQAEAAAAAgFZAnJAOwkdSVkAAAAAAAOBVQAAAAAAAQFVA//////+fVEDbcnEExBNUQAAAAAAAAFRAWyTwu7ijU0AAAAAAAABUQO4DJiG6ZVRA\"},\"shape\":[24],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"BHH0bYQoVUAAAAAAAEBVQAAAAAAA4FVAAQAAAACAVkB0hnMYrB9XQAAAAAAAIFdAAQAAAADAV0AAAAAAAGBYQAAAAAAAAFlAAAAAAAAAWUAAAAAAAABZQAAAAAAAYFhAAQAAAADAV0AVU2odf4lXQAAAAAAAIFdAAQAAAACAVkAAAAAAAOBVQAAAAAAAQFVA//////+fVEDuAyYhumVUQAAAAAAAAFRAWyTwu7ijU0D//////19TQM6SwkhlUVNA//////9fU0B0vdKZzP9TQAAAAAAAAFRA//////+fVEAEcfRthChVQA==\"},\"shape\":[29],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"tZpuacfHVEAAAAAAAEBVQAAAAAAA4FVAAQAAAACAVkAAAAAAACBXQAEAAAAAwFdAAAAAAABgWEAAAAAAAABZQAAAAAAAAFlAAAAAAAAAWUAAAAAAAGBYQAEAAAAAwFdAAAAAAAAgV0B0hnMYrB9XQAEAAAAAgFZAAAAAAADgVUAAAAAAAEBVQANx9G2EKFVA//////+fVEAAAAAAAABUQHK90pnM/1NA//////9fU0DOksJIZVFTQJgTSwRqIVNA//////9fU0Bw19P0ZMRTQAAAAAAAAFRA//////+fVEC1mm5px8dUQA==\"},\"shape\":[29],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"EVrlJclaVkABAAAAAIBWQIFotbnFq1ZAAAAAAAAgV0ABAAAAAMBXQAAAAAAAYFhAItV6gYaJWEAAAAAAAABZQAAAAAAAAFlAAAAAAAAAWUAAAAAAAGBYQAEAAAAAwFdAAAAAAAAgV0ABAAAAAIBWQAAAAAAA4FVAAAAAAABAVUC1mm5px8dUQP//////n1RAAAAAAAAAVEBw19P0ZMRTQP//////X1NAmBNLBGohU0BhlNO/bvFSQP//////X1NAa/HUT/2IU0AAAAAAAABUQKqXMfo8clRA//////+fVEAAAAAAAEBVQP//////31VAEVrlJclaVkA=\"},\"shape\":[31],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"I63mcQizWEAAAAAAAABZQAAAAAAAAFlAAAAAAAAAWUAi1XqBholYQAAAAAAAYFhAAQAAAADAV0AAAAAAACBXQIFotbnFq1ZAAQAAAACAVkARWuUlyVpWQAAAAAAA4FVAAAAAAABAVUD//////59UQKqXMfo8clRAAAAAAAAAVEBr8dRP/YhTQP//////X1NAYZTTv27xUkArFVx7c8FSQA2IFSx6TVNA//////9fU0AAAAAAAABUQI1QS32EJFRA//////+fVEAAAAAAAEBVQPGIVh5nUVVAAAAAAADgVUABAAAAAIBWQAAAAAAAIFdAAQAAAADAV0AAAAAAAGBYQCOt5nEIs1hA\"},\"shape\":[33],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AAAAAABAUEAAAAAAAEBQQP//////31BAnVoZXxZDUUD//////99QQAAAAAAAQFBA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"D7Dnu2DBWEAAAAAAAABZQAAAAAAAAFlAAAAAAAAAWUAjreZxCLNYQAAAAAAAYFhAAQAAAADAV0AAAAAAACBXQAEAAAAAgFZAAAAAAADgVUDxiFYeZ1FVQAAAAAAAQFVA//////+fVECNUEt9hCRUQAAAAAAAAFRA//////9fU0ANiBUsek1TQCsVXHtzwVJAAQAAAADAUkDykMLj0VxSQAEAAAAAwFJA5AlC1bkRU0D//////19TQJjApTXW01NAAAAAAAAAVED//////59UQIKvEC0P4FRAAAAAAABAVUAAAAAAAOBVQAEAAAAAgFZAAAAAAAAgV0ABAAAAAMBXQMmTzWHf7ldAAAAAAABgWEAPsOe7YMFYQA==\"},\"shape\":[35],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AAAAAABAUEAAAAAAAEBQQP//////31BA0lXmwwD7UED//////39RQL33sktrxlFA//////9/UUCdWhlfFkNRQP//////31BAAAAAAABAUEAAAAAAAEBQQA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[51],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"2e2exzhSWEAAAAAAAGBYQFE06UKorlhAAAAAAAAAWUAAAAAAAABZQAAAAAAAAFlAAAAAAAAAWUAAAAAAAGBYQPSXPR49G1hA2e2exzhSWEA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"29FTGvAXU0D//////19TQFLWBxA4uVNAhRKKBpOSU0D//////19TQAEAAAAAwFJARDHspBqlUkABAAAAAMBSQNvRUxrwF1NA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"6q3a5po8VUAAAAAAAEBVQAAAAAAA4FVAAQAAAACAVkDRMCdZt9BWQAEAAAAAgFZAAAAAAADgVUAAAAAAAEBVQOqt2uaaPFVA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AAAAAABAUEAAAAAAAEBQQPHEzWQbkFBA///////fUEDXqbyAKOZQQBgaYyvPHlFAnw+pGicjUUBkw3ZHA/dQQFzFKkq/6lBA///////fUEAAAAAAAEBQQAAAAAAAQFBAAAAAAABAUEAAAAAAAEBQQAAAAAAAQFBAAAAAAABAUEAAAAAAAEBQQA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[57],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[70],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"//////9fU0Db0VMa8BdTQAEAAAAAwFJARDHspBqlUkABAAAAAMBSQP7/////X1NAhRKKBpOSU0BS1gcQOLlTQP//////X1NA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AQAAAABAVUDqrdrmmjxVQAEAAAAAQFVAAAAAAADgVUABAAAAAIBWQNEwJ1m30FZAAQAAAACAVkAAAAAAAOBVQAEAAAAAQFVA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]]]],[\"ys\",[[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QnkN5TWUQEDxA8zvkCRAQHf8NQXkWT9A7H992qUwQEBCeQ3lNZRAQEJ5DeU1lEBAQnkN5TWUQEBCeQ3lNZRAQEJ5DeU1lEBA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"NJTXUF5DP0BdfuvWPOc+QM52J94cMj5ATMRe9AaIPUBWJbKt3RI+QFMM09Aa3D5ANJTXUF5DP0ANBH43S5M/QGFhVymtfT9AvHLdI3WRQEBCeQ3lNZRAQEJ5DeU1lEBAQnkN5TWUQEBCeQ3lNZRAQEJ5DeU1lEBAQnkN5TWUQEDsf33apTBAQHf8NQXkWT9A8QPM75AkQEBCeQ3lNZRAQEJ5DeU1lEBAQnkN5TWUQEAGy3p3nh5AQDSU11BeQz9A\"},\"shape\":[24],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4jWU11BePUDLHFMhDzs9QBMyRaTw2TxAz5v+BqbUPEDiNZTXUF49QHZy8p3nXj1AMCtgeFwmPkDptlQ7sNY9QCQRt2NSAT5ANJTXUF5DP0C8ct0jdZFAQGFhVymtfT9ADQR+N0uTP0A0lNdQXkM/QFMM09Aa3D5AViWyrd0SPkBMxF70Bog9QM52J94cMj5AWX7r1jznPkA0lNdQXkM/QAbLeneeHkBAQnkN5TWUQEBCeQ3lNZRAQEJ5DeU1lEBADyl6Ksp7QEA0lNdQXkM/QD0/CajmQj9Am5Vy5wVFPkDiNZTXUF49QA==\"},\"shape\":[29],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"4jWU11BePUB50GJiUak8QMyT64KgSTxAfUZGPEIbPEBeyGooIZE8QGYH5VlTCT1APWaBuj6qPEDuQxEaEEc8QOI1lNdQXj1AJBG3Y1IBPkDptlQ7sNY9QDArYHhcJj5Ac3LynedePUDiNZTXUF49QNKb/gam1DxAEzJFpPDZPEDLHFMhDzs9QOI1lNdQXj1Am5Vy5wVFPkA9Pwmo5kI/QDGU11BeQz9ADyl6Ksp7QEBCeQ3lNZRAQEJ5DeU1lEBA/m0rjC8rQEA0lNdQXkM/QPvtsUM1uD5AgD8IMMGhPUDiNZTXUF49QA==\"},\"shape\":[29],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"k9dQXkN5O0ACMxu6U2Q7QJPXUF5DeTtA1kKVugzCO0DZJkGySzU8QCfaxuBnoztAk9dQXkN5O0A74xOKWKQ6QJPXUF5DeTtA7kMRGhBHPEA9ZoG6Pqo8QGYH5VlTCT1AXshqKCGRPEB8RkY8Qhs8QMyT64KgSTxAedBiYlGpPEDiNZTXUF49QIA/CDDBoT1A++2xQzW4PkA0lNdQXkM/QP5tK4wvK0BAQnkN5TWUQEBCeQ3lNZRAQLxDHrIItD9ANJTXUF5DP0DnI21Auyw+QOI1lNdQXj1AVxhWTwIGPUCqno3lxxY8QPKqvLmLuDtAk9dQXkN5O0A=\"},\"shape\":[31],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"P3kN5TWUOUAk3YOhg/g4QD95DeU1lDlAO+MTilikOkCT11BeQ3k7QCfaxuBnoztA2SZBsks1PEDWQpW6DMI7QJPXUF5DeTtAAjMbulNkO0CT11BeQ3k7QPKqvLmLuDtAqp6N5ccWPEBXGFZPAgY9QOI1lNdQXj1A5yNtQLssPkA0lNdQXkM/QLtDHrIItD9AQnkN5TWUQEBBeQ3lNZRAQDSU11BeQz9A55cT0ioMP0DHfjC7eqA9QOI1lNdQXj1A5gMXqFpvPEAa67BRdYM7QJPXUF5DeTtAFDjAzWAbO0C6ke/93MQ6QIvk6ZlB3zpAQNKcjW5OO0CQUQ0Z4j86QD95DeU1lDlA\"},\"shape\":[33],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"QnkN5TWUQECKOUatfkdAQPAhcp/pFEBAQnkN5TWUQEBCeQ3lNZRAQEJ5DeU1lEBA\"},\"shape\":[6],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"8RrKayivN0CMjOXPgRc3QPEaymsorzdAJN2DoYP4OEA+eQ3lNZQ5QJBRDRniPzpAQNKcjW5OO0CL5OmZQd86QLqR7/3cxDpAFTjAzWAbO0CT11BeQ3k7QBrrsFF1gztA5gMXqFpvPEDiNZTXUF49QMd+MLt6oD1A45cT0ioMP0A0lNdQXkM/QEF5DeU1lEBAQnkN5TWUQEBCeQ3lNZRAQOMLrXA1MEBANJTXUF5DP0Bf9yHwPlk+QOI1lNdQXj1AUiTrSez2PEDuGJ5N29c7QJPXUF5DeTtAZBKaJ2rhOkD8gOtFlnQ6QG9VkSOFJDpAmZxRttLwOUAdudWI9uU5QD95DeU1lDlAEiYAZQQlOEDxGsprKK83QA==\"},\"shape\":[35],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"NJTXUF5DP0AtbErN1eg+QL6+znMw7T5ANJTXUF5DP0BWQTbojkxAQEF5DeU1lEBAQnkN5TWUQEBCeQ3lNZRAQPAhcp/pFEBAijlGrX5HQEA0lNdQXkM/QA==\"},\"shape\":[11],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[51],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"v2sor6G8BkA2upod7n8FQADlNZTXUO4/AOU1lNdQ7j+/ayivobwGQCKvobyG8hJAhmsp4xq8FUBHZUWZ2MMXQCKvobyG8hJAv2sor6G8BkA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"eA3lNZTXJEB1bcr+CBwjQHgN5TWU1yRAGMprKK+hKEAs4W+/U2oqQMQ3q0QESCpAGMprKK+hKED7C9NWDcYnQHgN5TWU1yRA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"eA3lNZTXJEBrP8k1+3MkQKTakHCLNCJApjkXSYQhI0B4DeU1lNckQCJcEbdYZShAZ7EeUtviJ0C3B3bSgAklQHgN5TWU1yRA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"uIbyGsprLEDzEEmZ66UpQLiG8hrKayxAxXTrtJ/dL0CsobyG8howQP///////zFAT15DeQ3lM0CfvIbyGso1QPEaymsorzdAOrBLFNfYN0DmnZgsbJE4QPEaymsorzdAn7yG8hrKNUBPXkN5DeUzQP///////zFArKG8hvIaMEC4hvIaymssQA==\"},\"shape\":[17],\"dtype\":\"float64\",\"order\":\"little\"}],[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"uIbyGsprLECaOjhbAMIpQCmj8NedpihAuIbyGsprLECsobyG8howQP///////zFAm2dDUQUqMkAEKs35k1gzQE9eQ3kN5TNAn7yG8hrKNUA9lZkR8GM3QPEaymsorzdAsVvSK/75N0BBgdBxA3A5QD95DeU1lDlAqZ7twtjMOUDVDj0yaz06QAkGHWsiFTtAk9dQXkN5O0CJeLqwyzI8QOI1lNdQXj1APtwZkwmlPUA0lNdQXkM/QBFoKahZkD9AoCfCPjpZQED2vfVsjWM/QDSU11BeQz9Anv+KscJoPUDiNZTXUF49QPfeRgNryzxAk9dQXkN5O0CfhsbDAQU6QJPXUF5DeTtApOtfD+OVO0DiNZTXUF49QB/itG/Oij1ANJTXUF5DP0CzMz47zYw/QDSU11BeQz9A5QYt/0AbPkDiNZTXUF49QPUfVmJJVjxAk9dQXkN5O0CTdpubwk07QG1Qc5rUCjpAxef1k4OYOUBAeQ3lNZQ5QNBkB2U6vDhAK/LoS8ITOEDxGsprKK83QJ+8hvIayjVAT15DeQ3lM0AE9lboALUyQP///////zFAWc2aFT1tMECsobyG8howQLiG8hrKayxA\"},\"shape\":[57],\"dtype\":\"float64\",\"order\":\"little\"}]],[[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[70],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"dW3K/ggcI0B4DeU1lNckQPsL01YNxidAGMprKK+hKEDEN6tEBEgqQCzhb79TaipAF8prKK+hKEB4DeU1lNckQHVtyv4IHCNA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"},{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"az/JNftzJEB4DeU1lNckQLcHdtKACSVAarEeUtviJ0AiXBG3WGUoQHgN5TWU1yRApjkXSYQhI0Cm2pBwizQiQGs/yTX7cyRA\"},\"shape\":[9],\"dtype\":\"float64\",\"order\":\"little\"}]]]],[\"tas\",{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AAAAAACgcEAAAAAAAOBwQAAAAAAAIHFAAAAAAABgcUAAAAAAAKBxQAAAAAAA4HFAAAAAAAAgckAAAAAAAGByQAAAAAAAoHJAAAAAAADgckA=\"},\"shape\":[10],\"dtype\":\"float64\",\"order\":\"little\"}]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p25656\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p25657\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"MultiPolygons\",\"id\":\"p25652\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_alpha\":{\"type\":\"value\",\"value\":0},\"fill_color\":{\"type\":\"field\",\"field\":\"tas\",\"transform\":{\"type\":\"object\",\"name\":\"LinearColorMapper\",\"id\":\"p25645\",\"attributes\":{\"palette\":[\"#fff5f0\",\"#feece3\",\"#fee3d7\",\"#fdd6c5\",\"#fcc7b1\",\"#fcb69c\",\"#fca689\",\"#fc9474\",\"#fb8363\",\"#fb7252\",\"#f86043\",\"#f34b36\",\"#ed392b\",\"#dd2924\",\"#ce1b1e\",\"#be141a\",\"#ae1117\",\"#990c13\",\"#800610\",\"#67000c\"],\"low\":250,\"high\":320}}},\"fill_alpha\":{\"type\":\"value\",\"value\":0.7},\"hatch_color\":{\"type\":\"value\",\"value\":\"#30a2da\"},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.7}}},\"selection_glyph\":{\"type\":\"object\",\"name\":\"MultiPolygons\",\"id\":\"p25661\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_color\":{\"type\":\"value\",\"value\":\"black\"},\"line_alpha\":{\"type\":\"value\",\"value\":0},\"line_width\":{\"type\":\"value\",\"value\":1},\"line_join\":{\"type\":\"value\",\"value\":\"bevel\"},\"line_cap\":{\"type\":\"value\",\"value\":\"butt\"},\"line_dash\":{\"type\":\"value\",\"value\":[]},\"line_dash_offset\":{\"type\":\"value\",\"value\":0},\"fill_color\":{\"type\":\"field\",\"field\":\"tas\",\"transform\":{\"id\":\"p25645\"}},\"fill_alpha\":{\"type\":\"value\",\"value\":0.7},\"hatch_color\":{\"type\":\"value\",\"value\":\"#30a2da\"},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.7},\"hatch_scale\":{\"type\":\"value\",\"value\":12.0},\"hatch_pattern\":{\"type\":\"value\",\"value\":null},\"hatch_weight\":{\"type\":\"value\",\"value\":1.0}}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"MultiPolygons\",\"id\":\"p25653\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_alpha\":{\"type\":\"value\",\"value\":0},\"fill_color\":{\"type\":\"field\",\"field\":\"tas\",\"transform\":{\"id\":\"p25645\"}},\"fill_alpha\":{\"type\":\"value\",\"value\":0.7},\"hatch_color\":{\"type\":\"value\",\"value\":\"#30a2da\"},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.1}}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"MultiPolygons\",\"id\":\"p25654\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_alpha\":{\"type\":\"value\",\"value\":0.2},\"fill_color\":{\"type\":\"field\",\"field\":\"tas\",\"transform\":{\"id\":\"p25645\"}},\"fill_alpha\":{\"type\":\"value\",\"value\":0.2},\"hatch_color\":{\"type\":\"value\",\"value\":\"#30a2da\"},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.2}}}}}],\"toolbar\":{\"type\":\"object\",\"name\":\"Toolbar\",\"id\":\"p25603\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p25572\",\"attributes\":{\"renderers\":\"auto\",\"zoom_on_axis\":false}},{\"type\":\"object\",\"name\":\"BoxZoomTool\",\"id\":\"p25573\",\"attributes\":{\"overlay\":{\"type\":\"object\",\"name\":\"BoxAnnotation\",\"id\":\"p1172\",\"attributes\":{\"syncable\":false,\"level\":\"overlay\",\"visible\":false,\"left\":{\"type\":\"number\",\"value\":\"nan\"},\"right\":{\"type\":\"number\",\"value\":\"nan\"},\"top\":{\"type\":\"number\",\"value\":\"nan\"},\"bottom\":{\"type\":\"number\",\"value\":\"nan\"},\"left_units\":\"canvas\",\"right_units\":\"canvas\",\"top_units\":\"canvas\",\"bottom_units\":\"canvas\",\"line_color\":\"black\",\"line_alpha\":1.0,\"line_width\":2,\"line_dash\":[4,4],\"fill_color\":\"lightgrey\",\"fill_alpha\":0.5}},\"match_aspect\":true}},{\"type\":\"object\",\"name\":\"HoverTool\",\"id\":\"p25593\",\"attributes\":{\"tags\":[\"hv_created\"],\"renderers\":[{\"id\":\"p25655\"}],\"tooltips\":[[\"Near-Surface Air Temperature (K)\",\"@{tas}\"]]}},{\"type\":\"object\",\"name\":\"SaveTool\",\"id\":\"p25616\"},{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p25617\"},{\"type\":\"object\",\"name\":\"ResetTool\",\"id\":\"p25618\"}],\"active_drag\":{\"id\":\"p25617\"}}},\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p25611\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p25612\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p25613\"},\"axis_label\":\"Latitude\",\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p25614\"}}}],\"right\":[{\"type\":\"object\",\"name\":\"ColorBar\",\"id\":\"p25659\",\"attributes\":{\"location\":[0,0],\"title\":\"Yearly Average Temperature (K)\",\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p25658\",\"attributes\":{\"mantissas\":[1,2,5]}},\"major_label_policy\":{\"type\":\"object\",\"name\":\"NoOverlap\",\"id\":\"p25660\"},\"label_standoff\":8,\"major_tick_line_color\":\"black\",\"bar_line_color\":\"black\",\"color_mapper\":{\"id\":\"p25645\"}}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p25606\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p25607\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p25608\"},\"axis_label\":\"Longitude\",\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p25609\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p25610\",\"attributes\":{\"axis\":{\"id\":\"p25606\"},\"grid_line_color\":null}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p25615\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"p25611\"},\"grid_line_color\":null}}],\"frame_width\":330,\"frame_height\":300,\"min_border_top\":10,\"min_border_bottom\":10,\"min_border_left\":10,\"min_border_right\":10,\"output_backend\":\"webgl\",\"match_aspect\":true}},{\"type\":\"object\",\"name\":\"panel.models.layout.Column\",\"id\":\"p25662\",\"attributes\":{\"name\":\"WidgetBox115131\",\"css_classes\":[\"panel-widget-box\"],\"stylesheets\":[\"\\n:host(.pn-loading):before, .pn-loading:before {\\n  background-color: #c3c3c3;\\n  mask-size: auto calc(min(50%, 400px));\\n  -webkit-mask-size: auto calc(min(50%, 400px));\\n}\",{\"id\":\"p25666\"},{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"p25673\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.4.1/dist/css/widgetbox.css\"}},{\"id\":\"p25671\"},{\"id\":\"p25664\"},{\"id\":\"p25665\"}],\"margin\":0,\"align\":[\"center\",\"end\"],\"children\":[{\"type\":\"object\",\"name\":\"panel.models.layout.Column\",\"id\":\"p25663\",\"attributes\":{\"name\":\"Column115140\",\"stylesheets\":[\"\\n:host(.pn-loading):before, .pn-loading:before {\\n  background-color: #c3c3c3;\\n  mask-size: auto calc(min(50%, 400px));\\n  -webkit-mask-size: auto calc(min(50%, 400px));\\n}\",{\"id\":\"p25666\"},{\"id\":\"p25671\"},{\"id\":\"p25664\"},{\"id\":\"p25665\"}],\"margin\":0,\"align\":\"start\",\"children\":[{\"type\":\"object\",\"name\":\"Div\",\"id\":\"p25667\",\"attributes\":{\"stylesheets\":[\"\\n:host(.pn-loading):before, .pn-loading:before {\\n  background-color: #c3c3c3;\\n  mask-size: auto calc(min(50%, 400px));\\n  -webkit-mask-size: auto calc(min(50%, 400px));\\n}\",{\"id\":\"p25666\"},{\"id\":\"p25664\"},{\"id\":\"p25665\"}],\"margin\":[5,0,0,10],\"align\":\"start\",\"text\":\"time: <b>1900-01-01 00:00:00</b>\"}},{\"type\":\"object\",\"name\":\"Slider\",\"id\":\"p25669\",\"attributes\":{\"js_property_callbacks\":{\"type\":\"map\",\"entries\":[[\"change:value\",[{\"type\":\"object\",\"name\":\"CustomJS\",\"id\":\"p25677\",\"attributes\":{\"tags\":[[13539340304,[null,\"value\"],[null,null]]],\"args\":{\"type\":\"map\",\"entries\":[[\"bidirectional\",false],[\"properties\",{\"type\":\"map\"}],[\"source\",{\"id\":\"p25669\"}],[\"target\",{\"id\":\"p25667\"}]]},\"code\":\"try { \\n    var labels = ['time: <b>1900-01-01 00:00:00</b>', 'time: <b>1901-01-01 00:00:00</b>', 'time: <b>1902-01-01 00:00:00</b>', 'time: <b>1903-01-01 00:00:00</b>', 'time: <b>1904-01-01 00:00:00</b>', 'time: <b>1905-01-01 00:00:00</b>', 'time: <b>1906-01-01 00:00:00</b>', 'time: <b>1907-01-01 00:00:00</b>', 'time: <b>1908-01-01 00:00:00</b>', 'time: <b>1909-01-01 00:00:00</b>', 'time: <b>1910-01-01 00:00:00</b>', 'time: <b>1911-01-01 00:00:00</b>', 'time: <b>1912-01-01 00:00:00</b>', 'time: <b>1913-01-01 00:00:00</b>', 'time: <b>1914-01-01 00:00:00</b>', 'time: <b>1915-01-01 00:00:00</b>', 'time: <b>1916-01-01 00:00:00</b>', 'time: <b>1917-01-01 00:00:00</b>', 'time: <b>1918-01-01 00:00:00</b>', 'time: <b>1919-01-01 00:00:00</b>', 'time: <b>1920-01-01 00:00:00</b>', 'time: <b>1921-01-01 00:00:00</b>', 'time: <b>1922-01-01 00:00:00</b>', 'time: <b>1923-01-01 00:00:00</b>', 'time: <b>1924-01-01 00:00:00</b>', 'time: <b>1925-01-01 00:00:00</b>', 'time: <b>1926-01-01 00:00:00</b>', 'time: <b>1927-01-01 00:00:00</b>', 'time: <b>1928-01-01 00:00:00</b>', 'time: <b>1929-01-01 00:00:00</b>', 'time: <b>1930-01-01 00:00:00</b>', 'time: <b>1931-01-01 00:00:00</b>', 'time: <b>1932-01-01 00:00:00</b>', 'time: <b>1933-01-01 00:00:00</b>', 'time: <b>1934-01-01 00:00:00</b>', 'time: <b>1935-01-01 00:00:00</b>', 'time: <b>1936-01-01 00:00:00</b>', 'time: <b>1937-01-01 00:00:00</b>', 'time: <b>1938-01-01 00:00:00</b>', 'time: <b>1939-01-01 00:00:00</b>', 'time: <b>1940-01-01 00:00:00</b>', 'time: <b>1941-01-01 00:00:00</b>', 'time: <b>1942-01-01 00:00:00</b>', 'time: <b>1943-01-01 00:00:00</b>', 'time: <b>1944-01-01 00:00:00</b>', 'time: <b>1945-01-01 00:00:00</b>', 'time: <b>1946-01-01 00:00:00</b>', 'time: <b>1947-01-01 00:00:00</b>', 'time: <b>1948-01-01 00:00:00</b>', 'time: <b>1949-01-01 00:00:00</b>', 'time: <b>1950-01-01 00:00:00</b>', 'time: <b>1951-01-01 00:00:00</b>', 'time: <b>1952-01-01 00:00:00</b>', 'time: <b>1953-01-01 00:00:00</b>', 'time: <b>1954-01-01 00:00:00</b>', 'time: <b>1955-01-01 00:00:00</b>', 'time: <b>1956-01-01 00:00:00</b>', 'time: <b>1957-01-01 00:00:00</b>', 'time: <b>1958-01-01 00:00:00</b>', 'time: <b>1959-01-01 00:00:00</b>', 'time: <b>1960-01-01 00:00:00</b>', 'time: <b>1961-01-01 00:00:00</b>', 'time: <b>1962-01-01 00:00:00</b>', 'time: <b>1963-01-01 00:00:00</b>', 'time: <b>1964-01-01 00:00:00</b>', 'time: <b>1965-01-01 00:00:00</b>', 'time: <b>1966-01-01 00:00:00</b>', 'time: <b>1967-01-01 00:00:00</b>', 'time: <b>1968-01-01 00:00:00</b>', 'time: <b>1969-01-01 00:00:00</b>', 'time: <b>1970-01-01 00:00:00</b>', 'time: <b>1971-01-01 00:00:00</b>', 'time: <b>1972-01-01 00:00:00</b>', 'time: <b>1973-01-01 00:00:00</b>', 'time: <b>1974-01-01 00:00:00</b>', 'time: <b>1975-01-01 00:00:00</b>', 'time: <b>1976-01-01 00:00:00</b>', 'time: <b>1977-01-01 00:00:00</b>', 'time: <b>1978-01-01 00:00:00</b>', 'time: <b>1979-01-01 00:00:00</b>', 'time: <b>1980-01-01 00:00:00</b>', 'time: <b>1981-01-01 00:00:00</b>', 'time: <b>1982-01-01 00:00:00</b>', 'time: <b>1983-01-01 00:00:00</b>', 'time: <b>1984-01-01 00:00:00</b>', 'time: <b>1985-01-01 00:00:00</b>', 'time: <b>1986-01-01 00:00:00</b>', 'time: <b>1987-01-01 00:00:00</b>', 'time: <b>1988-01-01 00:00:00</b>', 'time: <b>1989-01-01 00:00:00</b>', 'time: <b>1990-01-01 00:00:00</b>', 'time: <b>1991-01-01 00:00:00</b>', 'time: <b>1992-01-01 00:00:00</b>', 'time: <b>1993-01-01 00:00:00</b>', 'time: <b>1994-01-01 00:00:00</b>', 'time: <b>1995-01-01 00:00:00</b>', 'time: <b>1996-01-01 00:00:00</b>', 'time: <b>1997-01-01 00:00:00</b>', 'time: <b>1998-01-01 00:00:00</b>', 'time: <b>1999-01-01 00:00:00</b>', 'time: <b>2000-01-01 00:00:00</b>']\\n    target.text = labels[source.value]\\n     } catch(err) { console.log(err) }\"}}]]]},\"stylesheets\":[\"\\n:host(.pn-loading):before, .pn-loading:before {\\n  background-color: #c3c3c3;\\n  mask-size: auto calc(min(50%, 400px));\\n  -webkit-mask-size: auto calc(min(50%, 400px));\\n}\",{\"id\":\"p25666\"},{\"id\":\"p25664\"},{\"id\":\"p25665\"}],\"margin\":[0,10,5,10],\"align\":\"start\",\"show_value\":false,\"tooltips\":false,\"start\":0,\"end\":100,\"value\":0}}]}}]}}]}},{\"type\":\"object\",\"name\":\"panel.models.comm_manager.CommManager\",\"id\":\"p25678\",\"attributes\":{\"plot_id\":\"p25555\",\"comm_id\":\"a49b7a7a58cd4d4fbc5b7aeb55f27c7b\",\"client_comm_id\":\"367c62a6643146a1801776d2d5978ca7\"}}],\"defs\":[{\"type\":\"model\",\"name\":\"ReactiveHTML1\"},{\"type\":\"model\",\"name\":\"FlexBox1\",\"properties\":[{\"name\":\"align_content\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"align_items\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"flex_direction\",\"kind\":\"Any\",\"default\":\"row\"},{\"name\":\"flex_wrap\",\"kind\":\"Any\",\"default\":\"wrap\"},{\"name\":\"gap\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"justify_content\",\"kind\":\"Any\",\"default\":\"flex-start\"}]},{\"type\":\"model\",\"name\":\"FloatPanel1\",\"properties\":[{\"name\":\"config\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"contained\",\"kind\":\"Any\",\"default\":true},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"right-top\"},{\"name\":\"offsetx\",\"kind\":\"Any\",\"default\":null},{\"name\":\"offsety\",\"kind\":\"Any\",\"default\":null},{\"name\":\"theme\",\"kind\":\"Any\",\"default\":\"primary\"},{\"name\":\"status\",\"kind\":\"Any\",\"default\":\"normalized\"}]},{\"type\":\"model\",\"name\":\"GridStack1\",\"properties\":[{\"name\":\"mode\",\"kind\":\"Any\",\"default\":\"warn\"},{\"name\":\"ncols\",\"kind\":\"Any\",\"default\":null},{\"name\":\"nrows\",\"kind\":\"Any\",\"default\":null},{\"name\":\"allow_resize\",\"kind\":\"Any\",\"default\":true},{\"name\":\"allow_drag\",\"kind\":\"Any\",\"default\":true},{\"name\":\"state\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"drag1\",\"properties\":[{\"name\":\"slider_width\",\"kind\":\"Any\",\"default\":5},{\"name\":\"slider_color\",\"kind\":\"Any\",\"default\":\"black\"},{\"name\":\"value\",\"kind\":\"Any\",\"default\":50}]},{\"type\":\"model\",\"name\":\"click1\",\"properties\":[{\"name\":\"terminal_output\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"debug_name\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"clears\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"FastWrapper1\",\"properties\":[{\"name\":\"object\",\"kind\":\"Any\",\"default\":null},{\"name\":\"style\",\"kind\":\"Any\",\"default\":null}]},{\"type\":\"model\",\"name\":\"NotificationAreaBase1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"NotificationArea1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"notifications\",\"kind\":\"Any\",\"default\":[]},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0},{\"name\":\"types\",\"kind\":\"Any\",\"default\":[{\"type\":\"map\",\"entries\":[[\"type\",\"warning\"],[\"background\",\"#ffc107\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-exclamation-triangle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]},{\"type\":\"map\",\"entries\":[[\"type\",\"info\"],[\"background\",\"#007bff\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-info-circle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]}]}]},{\"type\":\"model\",\"name\":\"Notification\",\"properties\":[{\"name\":\"background\",\"kind\":\"Any\",\"default\":null},{\"name\":\"duration\",\"kind\":\"Any\",\"default\":3000},{\"name\":\"icon\",\"kind\":\"Any\",\"default\":null},{\"name\":\"message\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"notification_type\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_destroyed\",\"kind\":\"Any\",\"default\":false}]},{\"type\":\"model\",\"name\":\"TemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"BootstrapTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"TemplateEditor1\",\"properties\":[{\"name\":\"layout\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"MaterialTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"copy_to_clipboard1\",\"properties\":[{\"name\":\"fill\",\"kind\":\"Any\",\"default\":\"none\"},{\"name\":\"value\",\"kind\":\"Any\",\"default\":null}]}]}};\n",
+       "  var render_items = [{\"docid\":\"fa09cafa-f3a7-43d0-8d0a-6593f5ca1865\",\"roots\":{\"p25555\":\"e98df5b4-f99e-4ab6-89c4-56a5b58f33c4\"},\"root_ids\":[\"p25555\"]}];\n",
        "  var docs = Object.values(docs_json)\n",
        "  if (!docs) {\n",
        "    return\n",
@@ -2399,10 +2002,10 @@
        "        [0] DiscreteSlider(name='time', options={'1900-01-01 00:00:00': cf...}, value=cftime.DatetimeNoLeap(1900...)"
       ]
      },
-     "execution_count": 73,
+     "execution_count": 102,
      "metadata": {
       "application/vnd.holoviews_exec.v0+json": {
-       "id": "p9597"
+       "id": "p25555"
       }
      },
      "output_type": "execute_result"
@@ -2421,10 +2024,41 @@
     "                                                                                                 geo=True)"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "33c9fce3-722a-4cc9-8b4c-5d2038cc981f",
+   "metadata": {},
+   "source": [
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "86e3979e-505a-455c-8753-6cd5c7f0b219",
+   "metadata": {},
+   "source": [
+    "## Summary\n",
+    "Within this notebook, we learned how to specify a specific index node to search from, pass discovered datasets to rooki, and chain remote-compute with several operations using rooki. We then visualized the output using hvPlot, leading to an interactive plot!\n",
+    "\n",
+    "### What's next?\n",
+    "More adaptations of the intake-esgf + rooki to remotely compute on ESGF data."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "bbda4631-017e-4295-b2a5-e97fe5197cf8",
+   "metadata": {},
+   "source": [
+    "## Resources and references\n",
+    " - [intake-esgf documentation](https://intake-esgf.readthedocs.io/en/latest/)\n",
+    " - [rooki documentation](https://rooki.readthedocs.io/en/latest/)\n",
+    " - [Working with geographic data with hvPlot](https://hvplot.holoviz.org/user_guide/Geographic_Data.html)\n"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "d953c577-720d-46b1-b8c6-040df6455dd1",
+   "id": "c36f52a0-c7c3-4e33-a35f-054b006fe63c",
    "metadata": {},
    "outputs": [],
    "source": []