From 1dae6b841462ea45ed79cc19eef17b1703ff49fd Mon Sep 17 00:00:00 2001
From: Robert Lanzafame <R.C.Lanzafame@tudelft.nl>
Date: Thu, 14 Nov 2024 18:03:01 +0100
Subject: [PATCH] GA 2.1 updates

---
 content/GA_2_1/Analysis_solution.ipynb        |  124 +-
 content/GA_2_1/Report_solution.md             |   28 +-
 content/GA_2_1/{mesh.ipynb => mesh_dev.ipynb} |    0
 content/GA_2_1/mesh_tips.ipynb                |  536 ++
 content/GA_2_1/utilities.py                   |    2 +
 src/teachers/GA_2_1/Analysis_solution.html    |  115 +-
 src/teachers/GA_2_1/Report_solution.html      |   14 +-
 src/teachers/GA_2_1/mesh_tips.html            | 8107 +++++++++++++++++
 8 files changed, 8794 insertions(+), 132 deletions(-)
 rename content/GA_2_1/{mesh.ipynb => mesh_dev.ipynb} (100%)
 create mode 100644 content/GA_2_1/mesh_tips.ipynb
 create mode 100644 src/teachers/GA_2_1/mesh_tips.html

diff --git a/content/GA_2_1/Analysis_solution.ipynb b/content/GA_2_1/Analysis_solution.ipynb
index 9f65f5cc..9ce1595f 100644
--- a/content/GA_2_1/Analysis_solution.ipynb
+++ b/content/GA_2_1/Analysis_solution.ipynb
@@ -53,9 +53,7 @@
     "\\frac{\\partial \\phi}{\\partial t} = \\nabla \\cdot D \\nabla \\phi\n",
     "$$\n",
     "\n",
-    "Note that for triangle shape volumes, the change of rate    \n",
-    "\n",
-    "**MISSING TEXT**\n",
+    "Note that for triangle shape volumes, the fluxes are not necessarily directed in the $x$ direction. Rather, in the normal direction to the surfaces of each volume. \n",
     "\n",
     "Over the next tasks, you will write step by step its derivation."
    ]
@@ -281,18 +279,6 @@
     "</div>"
    ]
   },
-  {
-   "cell_type": "markdown",
-   "id": "e9d04cee",
-   "metadata": {},
-   "source": [
-    "<div style=\"background-color:#ffa6a6; color: black; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px; width: 95%\"><p>\n",
-    "\n",
-    "for next one, did they see this in book?\n",
-    "\n",
-    "</p></div>"
-   ]
-  },
   {
    "cell_type": "markdown",
    "id": "e4723ca1",
@@ -302,7 +288,7 @@
     "<p>\n",
     "<b>Task 1.5</b>\n",
     "\n",
-    "The equation above describes volumes with interior sides. For a volume with the third side being an exterior one, modify the equation above to implement the following Neumann condition:\n",
+    "The equation you derived above describes volumes with <b>three</b> interior sides. For a volume with <b>one</b> side being an exterior one, modify the equation above to implement the following Neumann condition (which replaces the discretized gradient term):\n",
     "\n",
     "$$\n",
     "\\frac{\\partial \\phi }{\\partial n} = 10 [C^o/m]\n",
@@ -346,7 +332,7 @@
    "id": "fb25fa6b",
    "metadata": {},
    "source": [
-    "## Part 3: Implementation!\n",
+    "## Part 2: Implementation!\n",
     "\n",
     "Below, the coordinates of the triangles vertices that cover the domain of interest are defined. From there, using very similar functions as in your PA, key characteristics of the mesh and volumes are obtained. "
    ]
@@ -365,7 +351,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 32,
+   "execution_count": 2,
    "id": "e10227a9",
    "metadata": {},
    "outputs": [
@@ -531,7 +517,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 33,
+   "execution_count": 3,
    "id": "6ae17c54",
    "metadata": {},
    "outputs": [
@@ -582,7 +568,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 34,
+   "execution_count": 4,
    "id": "b4ea7975",
    "metadata": {},
    "outputs": [
@@ -591,13 +577,13 @@
      "output_type": "stream",
      "text": [
       "Solving complete!\n",
-      "  t_final = 20, Nt = 1000, D = 50\n",
+      "  t_final = 20, Nt = 100, D = 50\n",
       "NOTE: min value color scale adjusted below min initial value\n"
      ]
     },
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
        "<Figure size 800x800 with 2 Axes>"
       ]
@@ -607,11 +593,32 @@
     }
    ],
    "source": [
-    "mesh.solve(20, 1000, 50)\n",
+    "mesh.solve(20, 100, 50)\n",
     "mesh.plot_triangles(fill_color='unknowns',\n",
     "                    show_labels=False);"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "20182ea5",
+   "metadata": {},
+   "source": [
+    "<div style=\"background-color:#AABAB2; color: black; width: 95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px\">\n",
+    "<p>\n",
+    "<b>Task 2.5</b>\n",
+    "\n",
+    "**What's going on?!**.\n",
+    "\n",
+    "It turns out we screwed up! In the massive file utilities.py, there is </b>one</b> line of code that needs to be fixed in order to solve this problem.\n",
+    "\n",
+    "The first group to find the solution, will win a prize!\n",
+    "\n",
+    "<em>Hint: it's not in the plotting method.</em>\n",
+    "\n",
+    "</p>\n",
+    "</div>"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "62c72fab",
@@ -631,7 +638,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 35,
+   "execution_count": 5,
    "id": "611fa2fc",
    "metadata": {},
    "outputs": [
@@ -651,7 +658,7 @@
       "  triangles:    36\n",
       "  sides:        65\n",
       "  side length:  5.0\n",
-      "Time taken for refinement: 0.201275 seconds\n"
+      "Time taken for refinement: 0.178050 seconds\n"
      ]
     },
     {
@@ -689,7 +696,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 36,
+   "execution_count": null,
    "id": "aecff8fc",
    "metadata": {},
    "outputs": [
@@ -698,13 +705,13 @@
      "output_type": "stream",
      "text": [
       "Solving complete!\n",
-      "  t_final = 20, Nt = 1000, D = 50\n",
+      "  t_final = 20, Nt = 100, D = 50\n",
       "NOTE: min value color scale adjusted below min initial value\n"
      ]
     },
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
        "<Figure size 800x800 with 2 Axes>"
       ]
@@ -714,31 +721,40 @@
     }
    ],
    "source": [
-    "mesh.solve(20, 1000, 50)\n",
+    "mesh.solve(20, 100, 50)\n",
     "mesh.plot_triangles(fill_color='unknowns',\n",
     "                    show_labels=False);"
    ]
   },
   {
    "cell_type": "markdown",
-   "id": "0a4dddfb",
+   "id": "4b136b02",
    "metadata": {},
    "source": [
-    "Write your answer here."
+    "<div style=\"background-color:#AABAB2; color: black; width: 95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px\">\n",
+    "<p>\n",
+    "<b>Task 2.5</b>\n",
+    "\n",
+    "**Broken again?!**\n",
+    "\n",
+    "The solution for the refined mesh did not work---this time it is not a problem with the code, but another issue. See if you can make some adjustments and fix the solution!\n",
+    "\n",
+    "Note that you will be asked about stability in the Report, so you might as well calculate this and record the values now.\n",
+    "\n",
+    "<em>Tip: even though the mesh has smaller volumes, the solution should look similar to the previous (unrefined) mesh.</em>\n",
+    "\n",
+    "</p>\n",
+    "</div>"
    ]
   },
   {
-   "cell_type": "markdown",
-   "id": "bbfaf95c",
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "e24ff3b3",
    "metadata": {},
+   "outputs": [],
    "source": [
-    "\n",
-    "<div style=\"background-color:#FAE99E; color: black; width: 95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px\">\n",
-    "<p>\n",
-    "<b>Solution</b>\n",
-    "\n",
-    "</p>\n",
-    "</div>"
+    "# change Nt from 100 to 1000 and it will work"
    ]
   },
   {
@@ -770,7 +786,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 7,
    "id": "7f4b3216",
    "metadata": {},
    "outputs": [
@@ -827,7 +843,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 8,
    "id": "8f49fec6",
    "metadata": {},
    "outputs": [
@@ -907,26 +923,20 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 9,
    "id": "75e81ac6",
    "metadata": {},
    "outputs": [
     {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "[0.3333333333333333, 0.3333333333333333]\n"
+     "ename": "NameError",
+     "evalue": "name 'centroid' is not defined",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[1;31mNameError\u001b[0m                                 Traceback (most recent call last)",
+      "Cell \u001b[1;32mIn[9], line 12\u001b[0m\n\u001b[0;32m      9\u001b[0m centroid_1 \u001b[38;5;241m=\u001b[39m [np\u001b[38;5;241m.\u001b[39msum(x_v1)\u001b[38;5;241m/\u001b[39m\u001b[38;5;241m3\u001b[39m,np\u001b[38;5;241m.\u001b[39msum(y_v1)\u001b[38;5;241m/\u001b[39m\u001b[38;5;241m3\u001b[39m]\n\u001b[0;32m     10\u001b[0m centroid_2 \u001b[38;5;241m=\u001b[39m [np\u001b[38;5;241m.\u001b[39msum(x_v2)\u001b[38;5;241m/\u001b[39m\u001b[38;5;241m3\u001b[39m,np\u001b[38;5;241m.\u001b[39msum(y_v2)\u001b[38;5;241m/\u001b[39m\u001b[38;5;241m3\u001b[39m]\n\u001b[1;32m---> 12\u001b[0m \u001b[38;5;28mprint\u001b[39m(centroid)\n\u001b[0;32m     13\u001b[0m plt\u001b[38;5;241m.\u001b[39mscatter(centroid_1[\u001b[38;5;241m0\u001b[39m], centroid_1[\u001b[38;5;241m1\u001b[39m])\n\u001b[0;32m     14\u001b[0m plt\u001b[38;5;241m.\u001b[39mscatter(centroid_2[\u001b[38;5;241m0\u001b[39m], centroid_2[\u001b[38;5;241m1\u001b[39m])\n",
+      "\u001b[1;31mNameError\u001b[0m: name 'centroid' is not defined"
      ]
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 640x480 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
     }
    ],
    "source": [
diff --git a/content/GA_2_1/Report_solution.md b/content/GA_2_1/Report_solution.md
index 025b6768..a2ff4bd6 100644
--- a/content/GA_2_1/Report_solution.md
+++ b/content/GA_2_1/Report_solution.md
@@ -14,6 +14,12 @@ ANSWER: SEE SOLUTION NOTEBOOK
 
 **Question 2**
 
+Given that in FVM the diffusion is computed as fluxes at the surfaces, what do you need to do in order to represent a Neumann boundary condition in the algebraic equation?   
+
+_For FVM, a Neumann Boundary Condition is implemented directly by identifying the side of the volume that is a boundary and replacing this contribution in the previous algebraic equation._
+
+**Question 3**
+
 Consider the `solve` method of the class `Mesh` and write an explanation about how the FVM is solved. Mention specifically how the time and space discretization is executed; mention specifically how the algorithm is _different_ compared to the finite difference approach (for the spatial integration). Use excerpts from the code to illustrate your answer here (example syntax is provided below).
 
 _Write your answer here._
@@ -23,32 +29,20 @@ Example code block:
 ```
 include relevant code in your answer!
 ```
-_You should adjust the tabs/margins and shorten things in order to focus on the key parts of the algorithm._
-
-**Question 3**
-
-Given that in FVM the diffusion is computed as fluxes at the surfaces, what do you need to do in order to implement a Neumann boundary condition?   
-
-_For FVM, a Neumann Boundary Condition is implemented directly by identifying the side of the volume that is a boundary and replacing this contribution in the previous algebraic equation._
 
+_You should adjust the tabs/margins and shorten things in order to focus on the key parts of the algorithm._
 
+Note that instead of looping over x and y we loop over triangles. then pretty much everything is constant because the triangles are equilateral and equal size (and orthogonal).
 
 **Question 4**
 
-SOMETHING ABOUT RUNNING THE ANALYSES AND FINDING STABILITY LIMITS. MAKE A MARKDOWN TABLE TO SUMMARIZE SEVERAL VALUES OF TRIANGLES SIZES AS WELL AS INITIAL CONDITIONS AND BOUNDARY CONDITIONS.
-
-_Write your answer here_
-
-**Question 5**
+At the end of Part 2 you refined the mesh and saw that the original values for the time integration resulted in an unstable solution. Run the analysis a few more times and see if you can properly describe the situation. Use specific results from your experiments (summarized in a Markdown table), as well as the stability criteria presented in the book to provide your explanation.
 
 _Write your answer here_
 
-**Question 6**
-
+Something about size of the triangles, time step size and should also involve the diffusivity coefficient. Markdown table should show a clear break from stable to unstable.
 
-_Write your answer here_
-
-**Question 7**
+**Question 5**
 
 Computations in meshes with non-equilateral triangles have added error sources that would need to be corrected to have an accurate solution. What is the impact the approach you implemented for the cases of Task 3.2, 3.3 3.4?
 
diff --git a/content/GA_2_1/mesh.ipynb b/content/GA_2_1/mesh_dev.ipynb
similarity index 100%
rename from content/GA_2_1/mesh.ipynb
rename to content/GA_2_1/mesh_dev.ipynb
diff --git a/content/GA_2_1/mesh_tips.ipynb b/content/GA_2_1/mesh_tips.ipynb
new file mode 100644
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+++ b/content/GA_2_1/mesh_tips.ipynb
@@ -0,0 +1,536 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# GA 2.1: Mesh Tips\n",
+    "\n",
+    "<h1 style=\"position: absolute; display: flex; flex-grow: 0; flex-shrink: 0; flex-direction: row-reverse; top: 60px;right: 30px; margin: 0; border: 0\">\n",
+    "    <style>\n",
+    "        .markdown {width:100%; position: relative}\n",
+    "        article { position: relative }\n",
+    "    </style>\n",
+    "    <img src=\"https://gitlab.tudelft.nl/mude/public/-/raw/main/tu-logo/TU_P1_full-color.png\" style=\"width:100px\" />\n",
+    "    <img src=\"https://gitlab.tudelft.nl/mude/public/-/raw/main/mude-logo/MUDE_Logo-small.png\" style=\"width:100px\" />\n",
+    "</h1>\n",
+    "<h2 style=\"height: 10px\">\n",
+    "</h2>\n",
+    "\n",
+    "*[CEGM1000 MUDE](http://mude.citg.tudelft.nl/): Week 2.1. For: 15 November, 2024.*\n",
+    "\n",
+    "The purpose of this notebook is to illustrate how to use the class `Mesh` which is defined in the file `utilities.py`."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%load_ext autoreload\n",
+    "%autoreload 2"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "import numpy as np\n",
+    "from utilities import *"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The cell below begins with the geometry that is used to form the \"U\" for GA 1.2 It is defined by an array of points. When instantiating the class, the boundaries are specified using a list of lists, where each item (list) in the list defines the conditions, then the coordinates, of a boundary. For example:\n",
+    "\n",
+    "```\n",
+    "boundaries = [[['Neumann', +1], [0, 1]]]\n",
+    "```\n",
+    "\n",
+    "defines a boundary condition on the line connecting the 0th and 1st coordinates (rows 0 and 1 of `coordinates`, where a Neumann condition with $\\partial\\phi/\\partial n=1$. Note in the example below, that multiple coordinates can be used to define a boundary line.\n",
+    "\n",
+    "When the class is instantiated, all boundary sides that are not specified are unassigned. When the discretized scheme is solved (later with method `solve`), these unspecified boundaries receive a no flux boundary by default."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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KYPwjYPv27Um21717d7755hvatWvHlClT8Pb25ttvv+XSpUvs3r070brjxo1j/Pjx7N2795V37Xv06BEzZ86kRo0aODs7c/HiRaZNm4ZWqzX90fWiM2fOEBUVRd26dV9rnwmRLah9NZwQwry8bNaFUqVKJbt+crMuLF26VClWrJhia2urFCxYUAkICFCWLFmSZIaEfPnyKU2bNk3VYx44cECpUqWKYmtrq/j6+ipDhw5Vpk6dqgBKWFjYK/vq9XplxowZSrly5RQ7OzvFyclJKV68uPLJJ58oV65cURTFeHV+q1atlHz58im2traKp6enUrt2bWXz5s0p7LHnz+Onn35SSpUqpdjY2Cj58+dXZs2alWi95GZdePbc6tWrpzg6Oir29vZK1apVlS1btiTZzpw5c5QCBQooOp0u0eOEhIQobdu2Vdzc3BSNRqO8+NKemueuKIoSGxurDB48WPH29lbs7OyUqlWrKn/99ZeSL1++JLMu5MuXL9lZHv7r2awL/53dQFEUJTQ0VOnRo4fi7e2tODg4KG+//bZy4MCBJP9/z2Zd+PHHH1PclwaDQZk4caKSO3duxcbGRilbtqyydetWpVy5ckqrVq0S9Y+IiFC++OILpVixYoqNjY3i6uqqlClTRhk4cKASGBhoWu/3339XAOXo0aNJnkNgYKDy0UcfKR4eHqZ9tmvXriTrDR48WNFoNMqFCxdeub+Cg4OVhg0bKjly5FCsra2VvHnzKn379k0028iLxowZo3h5eSkxMTGvfFwhsjONovxnBnchhMgiGjZsyM2bN7l8+bKqOfLnz0/p0qXZunWrqjlEUjdu3KB48eJ8+eWXjBo16rUeo2zZstSoUYMFCxa8Vv/KlSuTL1++VA21Sa2EhAQKFy5Mp06dmDRpUro9rhCWRoYuCCGyhEGDBlGhQgXy5MlDSEgIq1atYteuXSxZskTtaMJM/P3336xZs4bq1avj4uLCpUuXmDZtGi4uLvTo0eO1H3fatGm0atWK0aNHp3loRXh4OH///TfLly9/7e0nZ+XKlURERDB06NB0fVwhLI0UukKILCEhIYGxY8cSGBiIRqOhZMmSrFixgs6dO6sdTZgJR0dHjh8/zpIlSwgLC8PV1ZU6deowadKkVE1F9zKNGjVi+vTp3LhxI82FrouLC7Gxsa+97ZcxGAysWrXqtWaoECI7kaELQgghhBDCIsn0YkIIIYQQwiJJoSuEEEIIISySFLpCCCGEEMIiycVo/2EwGLh//z7Ozs6pvuWpEEIIIYTIPIqi8PTpU3LmzPnKmwZJofsf9+/fJ0+ePGrHEEIIIYQQKbhz584rZ0ORQvc/nJ2dAeOOS+7Wl+lNr9ezc+dOGjZsiLW1dYZvL6uQ/fJysm+SJ/vl5WTfJE/2y8vJvkme7JfkqbFfwsPDyZMnj6luexkpdP/j2XAFFxeXTCt0HRwccHFxkV+aF8h+eTnZN8mT/fJysm+SJ/vl5WTfJE/2S/LU3C8pDTOVi9GEEEIIIYRFkkJXCCGEEEJYJCl0hRBCCCGERZJCVwghhBBCWCQpdIUQQgghhEWSQlcIIYQQQlgkKXSFEEIIIYRFkkJXCCGEEEJYJCl0hRBCCCGERZJCVwghhBBCWCQpdIUQQgghhEWSQlcIIYQQQlgkKXSFEEIIIYRFkkJXCCGEEEJYJCl0hRBCCCGERZJCVwghhBBCWCQpdIUQQgghhEWSQlcIIYQQQlgkKXSFEEIIIYRFkkJXCCGEEEJYJCl0hRBCCCGERZJCVwghhBBCWCQpdIUQQgghhEWSQlcIIYQQQlgkKXSFEEIIIYRFkkJXCCGEEEJYJCl0hRBCCCGERZJCVwghhBBCWCQpdIUQQgghhEWSQlcIIYQQQlgkKXSFEEIIIYRFkkJXCCGEEEJYJCl0hRBCCCGERZJCVwghhBBCWCQpdIUQQgghhEWSQlcIIYQQQlgkKXSFEEIIIYRFkkJXCCGEEEJYpCxV6O7fv5/mzZuTM2dONBoNP//8c6KfK4rCuHHjyJkzJ/b29tSpU4dz586pE1YIIYQQQqgqSxW6kZGRlCtXjq+//jrZn0+bNo1Zs2bx9ddfc+zYMXx9fWnQoAFPnz7N5KRCCCGEEEJtVmoHSIvGjRvTuHHjZH+mKApz5sxh9OjRtG7dGoDly5fj4+PD6tWr+eSTTzIzqhBCCCGEUFmWKnRf5caNGwQGBtKwYUPTMltbW2rXrs2hQ4deWujGxsYSGxtraoeHhwOg1+vR6/UZG/rf7bz4rzCS/fJysm+SJ/vl5WTfJE/2y8vJvkme7JfkqbFfUrstjaIoSgZnyRAajYZNmzbx3nvvAXDo0CFq1KjBvXv3yJkzp2m9Xr16cevWLX777bdkH2fcuHGMHz8+yfLVq1fj4OCQIdmFEEIIIcTri4qKolOnTjx58gQXF5eXrmcxZ3Sf0Wg0idqKoiRZ9qKRI0cyaNAgUzs8PJw8efLQsGHDV+649KLX69m1axcNGjTA2to6w7eXVch+eTnZN8mT/fJysm+SJ/vl5WTfJE/2S/LU2C/PPoFPicUUur6+vgAEBgbi5+dnWv7o0SN8fHxe2s/W1hZbW9sky62trTP1IM7s7WUVsl9eTvZN8mS/vJzsm+TJfnk52TfJk/2SvMzcL6ndTpaadeFVChQogK+vL7t27TIti4uLY9++fVSvXl3FZEIIIYQQQg1Z6oxuREQEV69eNbVv3LjB6dOn8fDwIG/evAwYMIDJkydTpEgRihQpwuTJk3FwcKBTp04qphZCCCGEEGrIUoXu8ePHqVu3rqn9bGxtly5dWLZsGcOGDSM6OprPPvuM0NBQqlSpws6dO3F2dlYrshBCCCGEUEmWKnTr1KnDqyaJ0Gg0jBs3jnHjxmVeKCGEEEIIYZYsZoyuEEIIIYQQL5JCVwghhBBCWCQpdIUQQgghhEWSQlcIIYQQQlgkKXSFEEIIIYRFkkJXCCGEEEJYJCl0hRBCCCGERZJCVwghhBBCWCQpdIUQQgghhEWSQlcIIYQQQlgkKXSFEEIIIYRFkkJXCCGEEEJYJCl0hRBCCCGERZJCVwghhBBCWCQpdIUQQgghhEWSQlcIIYQQQlgkKXSFEEIIIYRFkkJXCCGEEEJYJCl0hRBCCCGERZJCVwghhBBCWCQpdIUQQgghhEWSQlcIIYQQQlgkKXSFEEIIIYRFkkJXCCGEEEJYJCl0hRBCCCGERZJCVwghhBBCWCQpdIUQQgghhEWSQlcIIYQQQlgkKXSFEEIIIYRFkkJXCCGEEEJYJCl0hRBCCCGERZJCVwghhBBCWCQpdIUQQgghhEWSQlcIIYQQQlgkKXSFEEIIIYRFkkJXCCGEEEJYJCl0hRBCCCGERZJCVwghhBBCWCQpdIUQQgghhEWSQlcIIYQQQlgkKXSFEEIIIYRFkkJXCCGEEEJYJCl0hRBCCCGERZJCVwghhBBCWCQpdIUQQgghhEWSQlcIIYQQQlgkKXSFEEIIIYRFkkJXCCGEEEJYJCl0hRBCCCGERZJCVwghhBBCWCQpdIUQQgghhEWSQlcIIYQQQlgkKXSFEEIIIYRFkkJXCCGEEEJYJCl0hRBCCCGERZJCVwghhBBCWCQpdIUQQgghhEWSQlcIIYQQQlgkKXSFEEIIIYRFsqhCd9y4cWg0mkRfvr6+ascSQgghhBAqsFI7QHorVaoUu3fvNrV1Op2KaYQQQgghhFosrtC1srKSs7hCCCGEEMLyCt0rV66QM2dObG1tqVKlCpMnT6ZgwYIvXT82NpbY2FhTOzw8HAC9Xo9er8/wvM+2kRnbykpkv7yc7JvkyX55Odk3yZP98nKyb5In+yV5auyX1G5LoyiKksFZMs327duJioqiaNGiPHz4kIkTJ3Lx4kXOnTuHp6dnsn3GjRvH+PHjkyxfvXo1Dg4OGR1ZCCGEEEKkUVRUFJ06deLJkye4uLi8dD2LKnT/KzIykkKFCjFs2DAGDRqU7DrJndHNkycPQUFBr9xx6UWv17Nr1y4aNGiAtbV1hm8vq5D98nKyb5In++XlZN8kT/bLy8m+SZ7sl+SpsV/Cw8Px8vJKsdC1uKELL3J0dKRMmTJcuXLlpevY2tpia2ubZLm1tXWmHsSZvb2sQvbLy8m+SZ7sl5eTfZM82S8vJ/smebJfkpeZ+yW127Go6cX+KzY2lgsXLuDn56d2FCGEEEIIkcksqtAdMmQI+/bt48aNGxw5coS2bdsSHh5Oly5d1I4mhBBCCCEymUUNXbh79y4dO3YkKCiIHDlyULVqVQ4fPky+fPnUjiaEEEIIITKZRRW6a9euVTuCEEIIIYQwExY1dEEIIYQQQohnpNAVQgghhBAWSQpdIYQQQghhkaTQFUIIIYQQFkkKXSGEEEIIYZGk0BVCCCGEEBZJCl0hhBBCCGGRpNAVQgghhBAWSQpdIYQQQghhkaTQFUIIIYQQFkkKXSGEEEIIYZGk0BVCCCGEEBZJCl0hhBBCCGGRpNAVQgghhBAWSQpdIYQQQghhkaTQFUIIIYQQFkkKXSGEEEIIYZGk0BVCCCGEEBZJCl0hhBBCCGGRpNAVQgghhBAWSQpdIYQQQghhkaTQFUIIIYQQFkkKXSGEEEIIYZGk0BVCCCGEEBZJCl0hhBBCCGGRpNAVQgghhBAWSQpdIYQQQghhkaTQFUIIIYQQFkkKXSGEEEIIYZGk0BVCCCGEEBZJCl0hhBBCCGGRpNAVQgghhBAWSQpdIYQQQghhkaTQFUIIIYQQFkkKXSGEEEIIYZGk0BVCCCGEEBZJCl0hhBBCCGGRpNAVQgghhBAWSQpdIYQQQghhkaTQFUIIIYQQFkkKXSGEEEIIYZGk0BVCCCGEEBZJCl0hhBBCCGGRpNAVQgghhBAWSQpdIYQQQghhkaTQFUIIIYQQFkkKXSGEEEIIYZGk0BVCCCGEEBZJCl0hhBBCCGGRpNAVQgghhBAWSQpdIYQQQghhkaTQFUIIIYQQFkkKXSGEEEIIYZGk0BVCCCGEEBZJCl0hhBBCCGGRpNAVQgghhBAWSQpdIYQQQghhkaTQFUIIIYQQFkkKXSGEEEIIYZGk0FVRQgIcPGj8/uBBY1uIV5FjRgiR0eR1RqSFuR8vFlnofvvttxQoUAA7Ozv8/f05cOCA2pGS2LgR8ueHpk2N7aZNje2NG9VMJcyZHDNCiIwmrzMiLbLC8WJxhe66desYMGAAo0eP5tSpU9SsWZPGjRtz+/ZttaOZbNwIbdvC3buJl9+7Z1xuTgeIMA9yzAghMpq8zoi0yCrHi8UVurNmzaJHjx707NmTEiVKMGfOHPLkycOCBQvUjgYYT+n37w+KkvRnz5YNGGB+p/6FeuSYEUJkNHmdEWmRlY4XK7UDpKe4uDhOnDjBiBEjEi1v2LAhhw4dSrZPbGwssbGxpnZ4eDgAer0evV6f7hkPHoTgYLC3N7ZtvHbTt29fovUfgLUNCnAnENy9weo//zv5iudj4JyBiZbNHjCbWxdvpbjdRp0b0ahzI1M7OjKakW1Gpipz/1n9KVCygKl9ev9plk1elmI/Owc7pmyckmjZ2tlrOfzb4RT7lqtRjgFdBrDmzBrTn2NffvAlT4KfpNi3ff/2VGtczdR+cPMBU3tPTbEfwLgV43DL4WZq792wl18W/ZJiP9+8voxYmPi4+270d1w8cTHFvrVb1abVJ60SLRvQaIDp+/h4ePoU0BkgIZzoaC2ffOKFldUK7O3rABAUBPv3w9tvp7g5i/Xs9zUjfm+zOtk3yZP98tyz9yY7u0ji9A2Jd1Jo0+YUBq0jWOvkvelf8t40AHjhfckaUAxEx0Tw9dd1sbdvYFo3o9+XUvt7a1GFblBQEAkJCfj4+CRa7uPjQ2BgYLJ9AgICGD9+fJLlO3fuxMHBIUNyrllj/Pfu3bsMGDCAJ/Hx//4k0rTO05Ck/bzdvXG97ZpoWfTDaEIfhaa4TcM9Q6K+1lHWqeoHYHfXDlen532t7lmlqq+9vX2SvPoH+lT1jXsYB4Dr3ef9nz56Smhwyn1193WJtvvk7pNUP1fHO464Rj/vq7mvSVVfJ1unpP83D1L5f/PAkKTvq/sl8PDhQwoW7M306dPR6XQAhIfDtm0pbs7i7dq1S+0IZkv2TfJkvxitWQOrV69m/fpjGB7/uzAhPNE68t4k700vs3v3bnr06Efz5s1NyzLyfSkqKipV61lUofuMRqNJ1FYUJcmyZ0aOHMmgQYNM7fDwcPLkyUPDhg1xcXFJ92wHDz4ftK0oCmg2AHuNC7T2oDUW1y4uYG2duK+LnwuaIpokyzzDPFPcrmNex0R9NZEaPH1S7gdgXdA6UV/be7ap6mvnYJckr1Mep1T1dcrpZPymIGh0xsdw83VL1RFrm9c20XZ1VrpUP1ddYR2aHM/72ue1T1VfNz+3pP83uVzwfJCK/5s8jkn6vrhNvR7CwwxgSPwCc/36dTp0CMLKqhsAv/4qZ3R37dpFgwYNsP7vL082J/smebJfnjt4EBo3vkls7OakP9Q6gtYOkPcmeW8y9tPrjUUsSjwkGM9mW1tbs2HDaFavzm1aPyPfl559Ap8SjaIkN8Iia4qLi8PBwYEff/yRVq2en27v378/p0+fZt++fSk+Rnh4OK6urjx58uSNC92IiAi++OIL1q9fT0hICMWLF2fYsBEMH96Be/eM41hsbU+h11fCYDCAxhYKfIeXryeLFoPO4kZQp56SoKBcUdAU0ZheTLKDqIgo1i1Yx40LN7h+4TrhoeG0/6wDG1aeJz78jHElrR0YYv7tkQO4Qp48rty4Af+e3M2W9Ho927Zto0mTJtm+aPkv2TfJy6775ejRo4wZM4ZDhw6hKApvvfUW48dPpFGjOURH/wSAxsYPJe6BsYPGDgqvxiuHlbw3WdB7U3LvNx36dKBT305J1r127hrLZizj0t+X0Ol0lK5ShovB3XhycS5Enwega9eurFu3kOhoazQayJ2bDH1fSm29ZlGHq42NDf7+/kk+htq1axfVq1fP9DytW7dm+fLlfPnll2zfvp233nqLDz7oSNu2qwHQaECrLU2jRv+OT1JiIWg5PT/O3i8k2dnTsKfsXL8TfZyeqvWrAhD6OOR5kQtY5x70wvH8GJjInDnZu8gVQqTOsWPHqFWrFtHR0axYsYIVK1YQExND/fp1TUUuOhesC07C6tlgXCUGHv1P3pssTHLvN8m5e/0uoz4ahV6vZ9jsYfSd1JcHt+4Te3mwqcjVaArR9N+Pq599gG4u70sWN3Rh0KBBfPjhh1SqVIlq1aqxcOFCbt++Te/evTM1x7Zt29i1axerV6+mY8eOANStW5dbt26xfv1Q1q1rz6BBOoKDoWPHjmzb/hcooRD+Bx72TYDimZpXmAfvXN6sProajUZDeGg4O3/cycEdB00/1znkx8q1Cl265OPQX8dA0aPTzaVMmV5AEfWCCyGyhDFjxuDm5saOHTtM16HUrVsXLy8v0zqO+T/CYO1J+44dWbFiBQCa8J2UKNwJcFcjtsgAyb3fJGfVvFVY21gz9ruxODgZj5m8hfPyWZPPTOtYW8/A2tpY4ebObSxyW7fO8KeQKhb3t1n79u2ZM2cOEyZMoHz58uzfv59t27aRL1++TM2xadMmnJycaNeuXaLl3bp14/79++TKdYSbN43jV5ydnenXd5xpnUWTFhmHMohsR6PRJBlPHvX03wH3Gpi/cSRjxxovsKzb2jg8JyFBz6DBg/77UEIIkcSff/5JnTp1El1s/eOPP5Lw7zxQeQrnYfnP7zB2LLRp0wYnNzfAeE3JlP5TkntIkUUl937zXwnxCRz74xjVG1Y3FbkAf/72p+n7+g0asH17E8BY09y4YT5FLlhgoQvw2WefcfPmTWJjYzlx4gS1atXK9Axnz56lRIkSzz/6+VfZsmVNP9fpng/SnjLlY0qWKgmAtbM1URGpu5pQWK5402wcRjXerUHu/H6UNB4m9B7RBg9vDwAUKyXRNHlCCJGcuLg4bG1tTe2wsDBGjR5latdvUx8ba53pdWbYjOd/RMfoYxDZy4PbD4iLiSN/sfymZUGBQfz0v59M7WlTp1KzprFgfvtt8xiu8CKLG7pgLoKDgylYsGCS5R4eHqafv8jKyor/ffc/Lt2/xNM8T9HaW+TfICINVsxeYfreytqKgVMSz1Np52BH34l9CVfCqVy9MorOYq4rFUJkkJIlS3L48GEMBgNarZbJkycT9DjI9HOPHB6J1i9XrRwN2zXEppQN3uW9iTfEY6WV0iG7eBr2FAAnVyfTshWzVxAb8/zEiq+vb6bnSguppjLQqz4SSO5nb7/9Nt3adaOYVzHuht9NppfITmq9//yTiM4DOmNjZ5NkHf9a/tSsWZM7T+5w4fGFzIwnhMiC+vbty+XLl/n888+5d+8etRvXxiv38/G5Wm3SsuDzrz6ndYvWRMdHy+tMNvVizfJOl3coX7s89g72SX5mjqTQzSCenp5JztoChIQYZ9t+dmb3v7QaLRX8KuBg7UBoTOomkhaW6ZbBeFehBu83oHWPlw94stJa4WHvwckHJwmLCcukdEKIrKh79+5MmTKFFStWkDt3bprVa4ajmyNNOhnHWL5sblYvBy/yuebjQtAFouJkaF124ezmDDw/sxtviMfG24bv13xPl4+6oNFocPt3HLe5kkI3g5QpU4YLFy4kGWf5zz//AFC6dOmX9vV18qWMdxl2/7qbRZMXZWhOYZ5uht0kNNr4h45njpQn9s7hkIOgyCCmfD2FsWPHZnQ8IUQWNnz4cIKCgth6YCtjNo5h+trpJMQnYOdgR6FShV7ar7xvefQRekZ0G8H80fMzMbFQi19eP2zsbLh5+SYA98Lvkc8tHyVylODGjRsULlwYOzs7dUOmQArdDNKqVSsiIiLYsGFDouXLly8nZ86cVKlS5ZX95w2fx4rRK9jywxbOHD7zynWFZblz4w6nAk/hYZ/8Wf+X+WHID0wdOpVJkyaZ/qASQoj/0uv1PIl8QrhbOD65fHj66CkHtx+kYbuG2NrZvrRfVHAUP3b/kZsnbrJr4y4C7wRmYmqhBp2Vjsp1K/PXzr94EPiAeEM8/n7+PLz/kL1799LanKZXeAkpdDNI48aNadCgAZ9++imLFi1i79699OrVix07djBt2jR0KVyW2PjdxqbvF01eREJ8QkZHFmZg09JN9Gnchw19NxBz2niF851rd/hzx5/8ueNPYqOTn1lBo9HgX8MfAIPBQL/+/bCgmx4KIdLJ2bNnad68OYULFOa7Sd9x9MejDGwzEL98fnzQ74NX9vXy9TLN9IICU/rJdGNZ3Yn9J/hzx58c3XMUSP79plPfTkQ+jaRPgz4c/uEwp/eepmnTpnh5eTF48GA146eKFLoZaOPGjXz44YeMHTuWRo0aceTIEdasWcMHH7z6xQSgS5cuVPSvCMCty7fY+VPyEzkLyxEXE8fKOSsBCL8TzqppqwD4c8efTB0wlakDphIWHPbS/i27tsQ7tzcAf+z9g59//jmjIwshspiIiAh2797N0/Cn7F+7n22rttGoQyMm/zAZe0f7FPsPmzXM9P31C9c5vu94RsYVGWzBuAVMHTCVeaPnAcm/3+isdCiKQrw+nnXfraNbt24ULlyY/fv3kyNHDhXTp47MEZKBnJycmDt3LnPnzk1zX61Wy/x586lRowYAK+asoGbjmomm+BCWZe6ouejj9ADY2tmy5viaJPMwg/Fe68mxsbWhx/AeBPQNAGDQ4EE0btzY7MdPCSEyz/fff2+6OcQ7rd+h/+T+aepfvEJxSlcuzdmjZwGYM2IOK/9ame45ReZYvGdxiussnbrU9KnyiBEjCAgIyOhY6UrO6Jqx6tWr06lTJwAiwiJY880alROJjPLg1gMObD9gancf0T3ZIjclVetXpUyVMgDcvHGT2bNnp1tGIUTW9vfff7N4sbGwsXOw46OBH73W44yYM8I0DVl4aDhrvpb3Jkv1919/c+T3IwD4+PowatSoFHqYHyl0zdyUKVOwtzd+nLRt9TbuXLujciKREab0nwL/nqjNkTMHjTs0fnWHl9BoNHw86mM0WuO8hpMmTeL+/fvpFVMIkUUpikL/Af1Nt5dv/1l73HO4v9ZjuXi4mKYjA1j/3XqiImXKMUuTEJ+QaOanqVOm4uzsrGKi1yOFrpnLkycPI0aMAIwH3eKAxXKRkYU5sucINy7eMLWHzxn+Ro+Xv1h+GrVvBEBkZGSW/AtcCJG+Nm7cyL4/9gHgk8eHFh+1eKPH6zmqp2lMb0J8ArOHyqdHlua39b9x+8ptACpVqsSHH36ocqLXI4VuFjBkyBDy5M0DwKmDp2TwvwUxGAzMHfV8DHeZqmUoWrboGz/uB/0+wNHFETBOaXf06NE3fkwhRNYUExPD4CHPr47vMaIH1jbWb/SYWq2W3mN7m9pH9hzh9tXbb/SYwnw8DXvKyrnPx17Pmzcv2bvmZQVZM3U24+DgwIzpMwAoV68cvgXM+77SIvXWfL2GiLAIALQ67RufzX3Gxd2FD/p+gEajoV7revjl8kuXxxVCZD2zZs3i1k3jnRbLVStHlXqvnsc9teq2rEvO/DkB8C3pKxdLW5C136wl4onxvalz585Uq1ZN5USvT2ZdyCLatWtH3vx5CXQJ5GbYTbXjiHSydeVW0/fNPmyGi5tLuj12ow6NKFKhCBo/DeHW4en2uEKIrCMuLo6vv/kaMP4x3XNkTzQaTbo9/uhvRnPzwU3uuN7hsfYxHqTtRjfC/ESER7Br4y7AeKJtypSsPV+ynNHNIjQaDVUrV8Xfzx+dRsfT2KdqRxLp4MNFH+JT2gdnd2e6D+uero9tZW1FsdLFcLJx4sSDE0TERaTr4wshzJ+1tTVzNs2hSssqNO3UlHxF86Xr4+cplIeab9fEz9mPfx7+Q1xCXLo+vsh89k72DFg+gAYtGjBq1Chy5cqldqQ3Imd0s5jcLrkpmaMkJx+cpJCm0BuPsxLqefD0AWHaMIb8bwhF3Itk2PgnXydfLgdf5p+H/1DJtxLW1nLMCJFd3Hpyi0BDIP2/6o+jtWOGbcffz5/tV7fz98O/KeNWBjsHmb87q3oQ8YBSRUrxxY9f4GDtoHacNyZndLMYjUZDOZ9yXNpziY8bfMy189fUjiReg8Fg4Pj947jaumZokQug1WjxsvVi/jfzyZc/Hzdv3sywbQkhzIc+Qc/J+ydBA042Tuk6ZOG/XGxd8FV8WfDZAjpW7kh4mAyXyopi42OJjo/G388fRxvHDD1mMosUulnQtg3bWDJ2CSEPQ1g0aZFMN5bFHN93nG07t/E07in+Of0z5UrW/ev3s2bqGh7cf8CQoUMyfHtCCHUdPnyYo1eOcj3sOrmdc2fKNn/o9wNBF4NIiE9g2sBpmbJNkX7OHjvL1cCrFHQvSBHPImrHSTdS6GZBHTp0oHDhwgCcP3GeP3f8qXIikVoGg4Hpg6azcMBC/hjzBw7xmfOx0Lvvv4urhysAG37awB9//JEp2xVCZL6IiAhatW7Fu1Xe5fim41hpM2eUYq8vepm+P/PXGS6fuZwp2xVvLjQolAm9JxDQPoCb+25m2jGTGaTQzYJsbGwS3dp16bSlxEbHqphIpNaSgCVER0YD8PjqY6ysM+fFxNHZkQ8HPZ/su3///qb73QshLEtAQACBDwKJDI/kxqkbmfbxc5V6VchfLL+pLWd1s44Vs1cQExlDeHA450+cVztOupJCN4tq2rQpDRs2BCDoQRCblm5SOZFISXhIOL+u+tXUbvdJOxwcM2+g/zut3qFgyYIAnDlzhiVLlmTatoUQmeP69evMnDkTAJ2VLt1nc0nJyHkj4d+6+tG9R2xfuz1Tty/S7urZq/y+8XcAnF2cmThxosqJ0pcUulmURqNhzpw56HQ6AH5a9BOPHzxWOZV4lakDp5ruM+/s7kyHPh0ydfs6nY5eo59/tDhq9CjCwsIyNYMQImMNGTqE2FjjJ3wtu7YkZ76cmbp9v3x+vN3obVN76ZSlxMfHZ2oGkXqKorBw8kLTtT7jvhyHt7e3yqnSlxS6WViJEiX4/PPPAYiLiWP5zOUqJxIvc+nvS/xz5B9Te8DkAarcTrGkf0nebmx8EwoOCmbChAmZnkEIkTH27NnDpo3GT/dcPV15v/f7quQYEDDANPVlbEwsC8YtUCWHSNmBbQe4ePIiAEWKFjHVFJZECt0s7ssvv8TD03gnmv1b93P+pGWNrbEUL45VK1iiIG/VfUu1LN2GdsPa1vgmNH/+fC5duqRaFiFE+oiPj6d///6mdpdBXXBwUmcOVBs7Gz7o/4GpvXvDboIfBquSRbxcbHQs30/73tSeM3sONjY2KibKGFLoZnHu7u5MmjjJ1F4xe4WKaURytq3ZxuP7/w4r0cCIeSNUzZMjZw7a9GwDGN8cv/zyS1XzCCHe3OLFizl79iwAhUoVol6reqrmad2jNe453AHjx+NzR81VNY9IauOSjaY/QBo1akSTJk1UTpQxpNC1AB9//DFly5al9nu16fBl5o77FK8WHx/P0qlLTe1aTWrhm8dXxURGbXq2wTu3N2+3fZvBEwerHUcI8QZCQ0MZ/cVoU7vX6F6qDI36ryEzh4AG/Mr70XF8R7XjiBc8vv+YDYs3AGBlZZVoJidLYzkTpWVjOp2Ow4cPcz/6PlsubyFKH2URt+2zBNfOXSNeb7wQw9rGmn4B/VROZGRrb8s3W7/hYexDrsZcpUx8Geys5JadQmRF58+fJ95gfJ2p1awWJSqWUDmRUZnKZVj510oOBx/mYsRFihiKWNT8rFnZ9YvX0WiN02P07duX4sWLq5wo46j/J59IF/b29hRwL0Axz2LcDb+rdhzxL88inrRa1opi1YrRZUgXsxr/ZGtnS07nnNx7co9zj86pHUcI8ZoKlC3AmB/H0PijxnQZ3EXtOIm4uLng7+dPjD6G84/lGhJzka9yPgJ+CeCTzz5h7NixasfJUPKnlQXRarRU9KvIrSe3uPvoLg444OHtoXasbO3E/RO4OLsQsCTALM9kWGmt8LD34FTgKZzinPBy9sLT01PtWEKIVEowJHDy/kl0Djo+HfWp2nGS5engSX63/FwMukjE+QgqVauEjZ35/NGf3egT9DyJeUL9UvUZWH+g2nEynJzRtTBe9l5c23WNoS2GsmC8TOmiphuhNwiODqaib0WzLHKfcbVy5eclP1OxTEVGjRqldhwhRBpcC73GlZAr5HbJrXaUV8ptyM2vQ35lyqdTmDNyjtpxsrV7T++R1y0vJXKYxxCXjCaFroWJjo5m5fyVRIZFcuT3I5w+dFrtSNnSqC6j+OWXX8jhmIN8bvnUjvNKkeGR/L78d6Iioli0aBGnT59WO5IQIgVxcXEMHjKY3X/vxlZna/Zj7M8fPk/ojVAADu44yINbD1ROlP1ERUSxeNpiwsPCqZSzErZWtmpHyhRS6FoYJycnpk6ZamovmryIhPgEFRNlPz8t/ImzR86yZ8oedn+5W+04KXLP4U77T9sDxmmA+g/ob7pLjhDCPM2fP59ZM2cxsNlArh24pnacFL3b/l28c/17xy0FAvoFqBsoG1q3YB2bl25maoepXDqSfeZPl0LXAnXu3Jm33jLekODO1TvsWLdD5UTZR1xMHKvnrza18xbMq2Ka1GvxUQt88vgAsH/ffjZs2KByIiHEyzx8+JDxE8YDoI/Rk6dgHpUTpc6w2cNM39+8dJMje46omCZ7uX/zPpuXbwYgLjqOEsWzx7AFkELXImm1WubNm2dqr5q3iqdhT1VMlH3MGj7LNJ2YnYMdn4z5ROVEqWNtY03PkT1N7cFDBhMdHa1iIiHEy4wePZqn4cbX9AZtG1CoZCGVE6VO0bJFKVutrKk9d+RcDAaDiomyjyVTl5g+3R06dCj58+dXN1AmkkLXQlWtWpUPP/wQgIgnEaz5eo3KiSzfvZv3OPTbIVP741EfY2Vlvheh/VflupUpV70cALdv3WbWrFkqJxJC/NepU6dYutR4Exp7J3s6D+iscqK0GTZ7GFqdsfSIeBLB6nmrU+gh3tSpg6c4tvcYADlz5WTECHXvzpnZpNC1YAEBATg4GG8csW3NNm5fua1yIss2pe8U0/e+eXxp0LaBimnSTqPR8PHIj01vQpMnT+bevXsqpxJCPKMoCv369zONoe/wWQfcPN3UDZVGLm4uNPuwmam9YfEGoiKiVExk2eL18SwKWGRqT5s6DUdHRxUTZT4pdC1Yrly5TNNFGRIMLApYJBcZZZC/dv3FrSu3TO1hc4a9Ym3zlbdIXpp0NN7vPCoqKtv95S+EOfvxxx85eOAgAH75/GjWuVkKPcxT92HdcXAynoRJiE9gxuAZKieyXDvW7uDuNeNNpKpUqUKnTp1UTpT5pNC1cIMGDSJffuP0Vpf/uczj+49VTmR5DAYD80Y/HxNdvnp5CpcqrGKiN9Px8444uToBsHP3TkJDQ1VOJISIjo5myNAhpnbPET2xtrFWMdHr02q1fDbhM1P7n6P/yFjdDBAeGs6q+atM7Xnz5qHRaFRMpI6sM4BQvBZ7e3tmzZzFT1t/onjb4rj6uKodyeKsnLOSyPBIALQ6bZY9m/uMs5szXQZ34dLVS3T9vCtOLk5qRxIi25sxYwZ3bt8BoMLbFahUp5LKid5MrSa1+OX7X0hwTqD2wNpqx7FIq+evNr03denShcqVK6ucSB1yRjcbaN26NT8s/oFyBctx9+ldteNYHEdPR7TWxl+lll1bWkRh+O777/Lp8E95oH/ApeDsM9+iEObKN68vrjlc0eq09BzZ0yLOzM38cSYj5o0gmmguh1xWO47F8crvhaOrI45OjgQEZN95i+WMbjZhpbXCP6c/d8LvEB4bjouti9qRLIZHbQ86lu/I0+1P6TK4i9px0o21zhpnG2dOPDhBPtd8ONs6qx1JiGxJURTyvZ2PoauHEnstljyFssa8uanh6+RLTuecnHt8joLuBbHR2agdySIkGBIo1aQUnTt2hgfg5+endiTVyBndbCSXcy5K5SjFldtX+H3T72rHsQj3wu8R+DSQCrkr0HNET7Ray/qV8nXy5VHEI3ad2sX69evVjiNEtnTryS0uPL5AIZ9CvFXnLbXjpLtKOSsRnxDPyjUr2bhko9pxLMKDiAfkdM5JjWI1aNAga80AlN7kjG42otFoOL31NNNGTSMmMoa8hfNSpEwRtWNlWQaDgRMPTuBq50ph96x78dmraDVajq07xuiFo9EoGipVqkTBggXVjiVEthGXEMfx+8fRoMHRxjKnhdLqtfw28DeC7gSh1Wqp36o+Lh7yqePrio2PJVofTd0CdXGwdlA7juos6/STSJEmQUN0RDSKorBw8kKZbuw17fl5D+3fas/ZXWep6FfR4s7kvsgQY0AfqycuLo7BQwarHUeIbGPZsmU0b92ckxdOktslt9pxMoyDowNxEXGA8QTClAFTUughXmbjko3MGDEDT4MnhT0s8wRMWlnuu7NIVp8+fShWvBgAl05dYv+v+1VOlPUYDAa+++o7YiNjOfz1YQ6sOqB2pAzV7pN2uHm5AfDzpp/5/XcZ9iJERgsPD2f4iOHs3LyTGR/MIDTQsqf5GzBlgOn7s0fPcvHURfXCZFEhj0JY+81ajmw9Qv9m/YkIj1A7klmQQjebsba2Zs7sOab2sunLiImKUS9QFrRw0kJiIo37zMraiuYfNlc5UcZycHKgy6DnF9n179+f+Ph4FRMJYfkmT57Mo4ePAPCv5Y93Lm+VE2WsSrUrUahkIVN72qBpKqbJmn6Y/YPp/bxjx464ubmpG8hMSKGbDTVq1IjGjRsDEPwwmI2LZfB/aoUFh7FjzQ5Tu8NnHbBzsFMxUeao+15dCpU2vgmdO3eORYsWpdBDCPG6rl69yuzZswGwtrGm+7DuKifKHCPmj4B/Z00LehDE1pVb1Q2UhVz55wp7Nu0BwNXNla+++krlROZDCt1savbs2VhZGa9F3LBkA4/uPVI5UdYwtf9U0x18XD1cef/T91VOlDm0Wi2fjP7E1P5izBeEhISomEgIyzV4yGDi4oxjVt/r9h6+eXxVTpQ5fHL5ULvp85tHLJu+zLQfxMspisL/Jv7P1J4wfgJeXl4qJjIvUuhmU8WKFaNfv34A6GP1fD/9e5UTmb8LJy9w7vg5U3vg1IEqpsl8xSsUp1azWgCEBIcwfvx4lRMJYXl27drF5l82A+Cew522vdqqnChz9Z3c13Rr47jYOL4d+63Kiczfvq37uPy38YYbxUsU59NPP1U5kXmRQjcbGzNmDF45jH/1/bnjT84eO6tyIvP24pixwqUKU7FmRRXTqKPrkK7Y2tkC8M0333D+/HmVEwlhOeLj4+k/oL+p3WVwF+wd7VVMlPlsbGz4aNBHpvbeX/YSFBikYiLzFh0ZnehE1ZzZc7C2tlYxkfmRQjcbc3NzY/KkyQA4uTsRHhauciLztWXFFoIDgwHjfMQjvx6pciJ1ePl60aZXGwA8fTwJfBiociIhLMd3333HhfMXAChSpgh1WtRRN5BKWnZtiYePBwA6Gx13rt1ROZH52rB4A6GPjDNyNG3WlHfffVflROZHbhiRzXXv3p2QsBB8a/kSjhS6yTEYDCyfsdzUrt28Njn8cqiYSF2turdCZ6OjVNNS5C5juXN7CpGZwsLCGDN2jKn98eiPLXp+7pQMnTmUX9b8Qt7OeXEr4KZ2HLP0+MFjNi3ZBBhnVJo1c5bKicxT9v0tEgDodDqGDx1OzaI1MSgGovRRakcyO1qtlrqf1cXK1gobWxs+n/i52pFUZWtnS7ue7XB2cObE/RNE66PVjiRElufq6sqggEG4+7lTp0UdipcvrnYkVZWqVIpRM0fh4+LD6QeniTfIlIb/5e7tTquhrfDI4UH//v0pWrSo2pHMkpzRFQDkd8tPca/inH10lqKe8svyoqCoIDxqeDCm2RjcnrphY2OjdiSzkNM5J1dCrnD+8Xn8c/qrHUeILO3+0/t4VPRg5i8zsVMsf8rC1KqUsxI7ru7g7OOzlPcpr3YcsxIUHUTjto2ZNWAWLrZyy+SXkTO6AgCtRksFvwroQ/VMHTKV+zfvqx3JbBy7fwwHawfK+JWhQPECascxGzqtDk97T347+htt3m/Dw4cP1Y4kRJaUYEjg5IOT6OP1eLl44eTqpHYks+Fu705B94JsWb2FHvV6yA2O/qVP0BMeG04F3wrk8sqFs7Oz2pHMlpzRFSYXjl9gfLvxxETHEBcZx5gFY1LuZMEC7wQSbhNOWHQYNfLVwEorvy7/deXgFaYPnk5CfALuLu4sXrxY7UhCZCnBwcEEKUFcCblCXpe8ascxS5u/2Mw/h/8BYM6IOYyYN0LlROoKDw0nWBNMXte8lMhRQu04Zk/O6AqTSpUq4eFhvNL12N5jnDxwUuVE6hraYSjDGwzn3p578gb0EiUrlcTGzjiUY+nSpZw8mb2PGSHSIjY2lspVKtOhdQfC74Vja2WrdiSzVLdFXdP3h3Ye4t6NeyqmUVdEeASfNf2MZWOW4Wfww0YnQ+lSIoWuMHF0dGTa1OdzxS4OWEy8PnteALBuwTqeBD8hIS6Bg/87SFSkXKSXHDdPNzr26QgY787Tr38/FEVROZUQWcPcuXO5fu06pw+c5ufZP6sdx2zVb10/0d3hAvoFqJhGXeu+XUd4SDindp3iu2nfqR0nS5BCVyTSqVMnqlatCsDd63fZvma7yokyX0xUDOu+XWdqN+rQCAdHBxUTmbemHzQlZ/6cAPx58E/Wr1+vciIhzF9gYCATvpoAgEarofuw7ionMm/D5gwzfX/7ym0O/XZIxTTquHv9LltXbgXAzs7ONA++eDWLKnTz58+PRqNJ9DViRPYey5NWGo2GefPmmdqr5q8iPDR7za87a9gs05lsO0c7en3RS+VE5s3axpoeI3qY2kOGDiEqSs6AC/EqI0eOJDIiEoCG7RrKha4pKFyqMOVrlDe154+Zj8FgUC+QCpZMWUJCfAIAw4cPJ29eGVKXGhZV6AJMmDCBBw8emL6++OILtSNlOW+99RZdu3YFIOppFKvmrlI3UCa6c+0Oh3cfNrV7j+mdrSdtT61KtStR4e0KANy9c5fp06ernEgI83X8+HGWLVsGgIOzA537d1Y3UBYxbPYwtDrj63FkeCQrZq9QOVHmObH/BCf2nwAgV+5cDBs2LIUe4hmLewd3dnbG19fX9OXkJNO0vI7Jkyfj6OQIwI71O7hx6YbKiTLHlH5TTN/75vWl3nv1VEyTdWg0GnqO7InOSgfA1KlTuX37tsqphDA/iqLQr18/U7vj5x1x9XBVMVHW4eTiRMuuLU3tTUs3EREeoWKizBGvj2dRwCJTe/q06Tg4yHC61LK4+ZKmTp3KV199RZ48eWjXrh1Dhw595QT/sbGxxMbGmtrh4caP6fV6PXq9PsPzPttGZmwrLby8vBg5YiRffPEFikFh0aRFTFw6EY1GkynbVxKURP9mhoM7Dia6p/rw2cMzdfuppca+SY3c+XPTpGMTtqzYQnR0NEOGDmHVysz7NMBcf5fMgeyb5KmxX9auXctff/0FQK4CuWjSvonZ/S6D+b7OfDTgI3au30nk00gMCQamD5zOuIXjMm37auyXX1f+yv0bxrntq1WrRps2bczud1mN36XUbsuiCt3+/ftTsWJF3N3dOXr0KCNHjuTGjRuvnNszICCA8ePHJ1m+c+fOTP2LadeuXZm2rdQqWrQoPj4+JCQk0KhWI5QrCmROnfvcdVDI+BcUg8HAt2O/NbUrVqxIAV0B43M2V5m0b9Ki/bvt2ffLPpycnChWtBjbtm3L9Azm+LtkLmTfJC+z9ktMTAwDBw40tbt37o7ups7sfo8TMbPXGQ0a+nzah2nTpmFvb0+dynXUeZ3OpP3y5MkT1sxfAxg/OWvTpg3bt5vvReKZ+RqT2mtBNIqZzwU0bty4ZAvRFx07doxKlSolWb5hwwbatm1LUFAQnp6eyfZN7oxunjx5CAoKwsUl42+pp9fr2bVrFw0aNMDa2jrDt5dW58+fR++s58D9A+RxzZNpc/YpCQpcBwqCRpfx1fX+X/czc9hMAHRWOlb+uRIHJ/P8aCiz901a3bx0kwSPBPJ45KFxkcaZdsyY+++SmmTfJC+z98uqVavo1q0bAP41/Rn73dgM3+brMvfXmb2/7CW2ZCyKRqFRwUZotJn4aWMm7pdN329i2YxlAHTt2pWFCxdm+DZfhxqvMeHh4Xh5efHkyZNX1mtmf0b3888/p0OHDq9cJ3/+/MkufzZN1tWrV19a6Nra2mJrm3SSbmtr60x9Q8js7aVWuXLlSDAkcF9/n2sh1yjsUTjTtq2goNFpMuXFpELDCtS4X4Pji47T/IPmOLo6Zvg230Rm7pu0KlCyAPoEPdfDrnP9yXXK+JTJ1O2b6++SOZB9k7zM2i9N2jWhb3hffv76Z3qM7GGWv78vMufXmXqt6xEYEcieG3u4FHYpU+8Qlpn7pWbHmth62XJg5QECAgLM/vc3M19jUrsdsy90vby88PLyeq2+p06dAsDPzy89I2U7Oq0Ofz9/7jy5Q3hsOA5aB6yszf7QSZNj949RuHZh+vfoL3eaSQfWOmtcbFw4+eAkeV3z4qBzMPsXaCEykkExcOrBKfJVysfXm7/OtOsdLJmvky+5nHNx9vFZctnnwsnByaJmyUkwJBAcHUyPzj1YMGyBHDOvyWKOiL/++ovZs2dz+vRpbty4wfr16/nkk09o0aKFzDWXDnK55MItyo2AzwP4eszXasdJV/fC7/Ew8iHlvMthZ21nUS+UavJx8uHvf/7mnfrvyDR/Itu7FXaLi0EXye2SWwqWdOSf059/Nv5Dl2pdWDjRPD/Wf10PIh6Q0zknpb1LyzHzBizmHd3W1pZ169ZRp04dSpYsydixY/n4449Zs2aN2tEsQlxcHIM7DubcgXPs+XkPl89cVjtSulj/3XqO3DiCm50bhT0zb1hGdhD1NIpvP/mWE3+eYPbs2Vy5ckXtSEJkuoSEBLb8uoXj94+j0WhwsDbPsf9Z1bHtxzi98jQJ+gS2r91OWHCY2pHeWFxsHMcPHic6PppKOSthb22vdqQszWIK3YoVK3L48GHCwsKIjo7m4sWLjBs3TuaaSyc2NjaMHjXa1P7fxP9l+bvS7N64m5VzVvLDBz8QtDtI7TgWx8nFiZZdjHNe6vV6Bg8ZrHIiITLfsmXLaNGsBSM+HIHhYdZ+zTRHdVvWxdXTOA+xYlCY0n9KCj3M38/f/8yEnhNYN3oduic6teNkeRZT6IqM17t3b0qUNA74v3LmCvu27lM50euLj483fcxliDdw/+J9lRNZpjYft8E9hzsAWzZvYefOnSonEiLzPHnyhJGjRgJw/dR1op9Eq5zIMg2c8nzKtvPHz3Pu+DkV07yZ4IfB/Pi/HwHj3dBiomNUTpT1SaErUs3a2pq5c+aa2stmLCM6Mmu+cC+cuJCYKOMLiJW1FYOmDlI5kWWyd7Sn65CupvaAgQOIj49XL5AQmWjixIk8fvQYgOqNqlO6cmmVE1mmijUrUrj086FnMwbPUDHNm1k+czmx0cYpTz/99FNKl5Zj5k1JoSvSpEGDBjRr3gyA0EehbFi8QeVEaRf6OJTf1v9manfq2wkbO5lpIaPUbl6bImWLAHDh/AW+++47lRMJkfEuX77M3LnGEwPWttZ0G9JN5USWbeT8kaYLtoIfBrP5h80qJ0q7i6cv8sfmPwBw93BP8R4CInVeu9C9evUqv/32G9HRxjN6Zn7fCZGOZs2cZZoqatOSTTy8+1DlRGkzpf8UFIPxeHXzcqNtr7YqJ7JsWq2WXqN7mdpjxo4hODhYxURCZLxBgweZblHaukdrfHL7qJzIsuXwy0GdFnVM7eUzlxMXF6deoDQyGAwsmrTI1P5qwld4eHiomMhypLnQDQ4Opn79+hQtWpQmTZrw4MEDAHr27MngwXKxSXZQpEgRBgwYAIA+Ts/3079XN1AanD12lgsnL5jag6bJkIXMUKxcMdObUFhoGF9++aW6gYTIQDt27ODXrb8C4OHtQZuebVROlD30+aoPNrbGT+f0sXrmj56vcqLU+2PzH1z5xzgzTclSJfnkk09UTmQ50lzoDhw4ECsrK27fvp1oRoP27duzY8eOdA0nzNcXX3xBDu8cABz67RDXzl9TOVHqvDh2q2jZopSvXl69MNlMl8FdsLU33oXwu+++4/bt2yonEiL96fV6BgwcYGp3HdoVOwc79QJlIzY2NnQd2tXU3v/rfqIio9QLlEpREVEsn7nc1J47Zy5WVpZ1UyY1pbnQ3blzJ1OnTiV37tyJlhcpUoRbt26lWzBh3lxcXJgSMIW8BfLSbWo38hTNo3akFP38/c+EPAoBQKPRMGLeCJUTZS+ePp60+6QdOQvnZMLSCeTKnUvtSEKku2+//ZZLFy8BUKx8MWo3q61youylWedmePl5Yetsy7uj38XB0fynGP1p4U+EPg4FoEXLFtSvX1/lRJYlzYVuZGRksnPTBgUFYWtrmy6hRNbQtWtXzp49S5NmTbgXcU/tOCk6e/ys6ft679XDy/f1bi0tXl+r7q2YtWEWdkXsuBpyVe04QqS702dPm77vNbqX3NFKBXM2zWH6zum4l3Xneuh1teO8kqIo3Lh6AzCekZ45Y6bKiSxPms+N16pVix9++IGvvvoKMJ4ZMxgMTJ8+nbp166Z7QGG+tFotzg7O+Pv5cy/8HlH6KLO+60+dYXVwqurE9Q3X6fNVH7XjZEvWNtZYY419rD3H7x8nj2sesz5mhEgLRVHoMqoL9hXsCb8cTpEyRdSOlC25uLngggtXQq/wd+Df5HbJjY3OPGfWUVB4f8L7dPiwAzbhNhQuLHfoTG9pLnSnT59OnTp1OH78OHFxcQwbNoxz584REhLCn3/+mREZhZnL55aP4l7FOfPwDI5PHMlTyPyGMTyOfMzt8NvUf7c+pT+UeQnV5ufkx5WQK5x7eA7nCGeKFy+udiQh3ti9p/c49/gcNd6ugcs7LmrHyfbeyvkW269u58SNEzgGOVK2alm1IyXxMOIhPo4+tO7YGmdbZ7XjWKQ0D10oWbIkZ86coXLlyjRo0IDIyEhat27NqVOnKFSoUEZkFGZOq9HiGObIsiHL6NeyH3ev31U7UhLH7h/DycaJ4l5SUJkDnVbH0xtP6dC0A5XeqkRgYKDakYR4I/GGeE4+OEm8IR4XWylyzYGLjQu3N95mSsspfNnzS9NNgsyFPkFPeFw4/jn9pcjNQGkudG/fvo2Pjw/jx49n69atbNu2jYkTJ+Ln5ydXUWdjv//6O+cPnychPoElU5aoHcfk+L7jDPloCI+CHlHBrwJWWrmS1Vwc23qM62euExkRyciRI9WOI8Rr27FjBzMWzODy48vkcpaLLM3JyV9OoiQoJMQnMHOo+Yx/PbDtANu2bCOfaz6KehZVO45FS3OhW6BAAR4/fpxkeXBwMAUKFEiXUCLrGTp0KLnzGGfiOLH/BMf3HVc5kdGcEXO4fPQym3pu4v7R+2rHES/4oP8HODgbx+cuW7aMY8eOqZxIiLSLiYnhsz6fMfLzkXzT+xv0kXq1I4l/abVaeo/tbWof+f0Id67dUTGRUcSTCBZMWMCSEUuY02cOSrzccCsjpbnQVRQl2atIIyIisLOTuQKzKwcHB6ZPm25qL56yGH2cui/4a75eQ3hoOAAaRUOJiiVUzSMSc/VwpVPfTqZ2v3795A6LIsuZM2cON64br5p3cXbB0cVR5UTiRXVb1sUvr5+pHdA3QMU0Rmu+WUNEWAQA+XPllxmrMliqP8cdNMh4BymNRsOYMWMSTTGWkJDAkSNHKF++fLoHFFlH+/btmT9/PocOHeL+jftsW72Nll1bqpIlKjKK9d+tN7WbftAUFw8ZN2dumnRswva127l3/R6HDx9mzZo1dOrUKeWOQpiB+/fvM3HiRAA0Wg0fj/pYphMzQyPmjaD/e/0BuHv9Lge3H+Ttxm+rkuX21dv8usp41zwHBwemTp2qSo7sJNVndE+dOsWpU6dQFIV//vnH1D516hQXL16kXLlyLFu2LAOjCnOn0WiYN2+e6YV+zTdrCAsOUyXLrCGzSIhPAMDe0Z4eI3uokkO8mpW1FT1H9jS1hw4bSmRkpIqJhEi9UaNGmY7Xxh0ak69oPpUTieQUKF4A/1r+pvbXY7/GYDBkeg5FUVgyZQmGBOO2R4wYkeTmWyL9pbrQ3bt3L3v37qVLly5s377d1N67dy+//fYb//vf/yhSROYMzO78/f3p2rUrAFFPo1g1d1WmZ7h99TZH9x41tT8d9ylabZpH6YhM4l/Tn0q1KwFw/959OcMhsoSjR4+yfLnxtq2OLo6JhuEI8zN01lB0VjrA+N60bPqyTM9wfN9xTh08BUCevHkYMmRIpmfIjtL87v/999/j4iIfAYuXmzx5Mk7OTgDs/HEn1y9k7p1pXhyDlTN/Tuo0r5Op2xdp12NED9Ob0PTp07l586a6gYR4BYPBQN++fU3tD/p+gIu7vC+aMwcnB1p1b2Vqb/5hM+Fh4Zm2fX2cnsUBi03tGdNnYG9vn2nbz85e6zTXsWPHGDZsGB06dKB169aJvoTw9fVl7JixgPGjmsO7D2fatvdt3ce9G89vRzxi3ohM27Z4fbkK5KL5h80B41Xsv/76q8qJhHi51atXc/So8VOj3AVz06hDI5UTidToPKAzTq7GkzCGBAN7Nu3JtG1vXbmVB7ceAPB2zbdp165dpm07u0tzobt27Vpq1KjB+fPn2bRpE3q9nvPnz7Nnzx5cXV0zIqPIgvr160ez5s0YuXAkNT+qmSnbNBgMfDvuW1O7Uu1K5C+aP1O2Ld5c+8/aU6FWBQYsHkDjTo3VjiNEsiIiIhg2fJip3XNkT6ysZX7urECr1dJ3Yl9cvVypO64ub7V5K1O2GxoUytpv1wL/Xssyd55ctJiJ0lzoTp48mdmzZ7N161ZsbGyYO3cuFy5c4P333ydv3rwZkVFkQba2tmzZvIUurboQkxBDTHzG35EmLiYOr/xeAOisdAyZJeOfshJHZ0fGLxxPgdIFOHH/BHEJcWpHEiKJuLg4/Gv6o9FoeKvuW1SsWVHtSCINqjWoxoqDKyjuX5wTD05kykVpCQkJFK5UGIAePXpQoUKFDN+meC7Nf4Zeu3aNpk2bAsZiJjIyEo1Gw8CBA6lXrx7jx49P95Ai6yrsUZgiHkW4GnKVwh6FM3RbMdoY3h73Nnb37XCOcMbB0SHlTsLs5HbOzY2wG1wMukhZH/O7N73I3uJt42k6pCmVmlfCz9sv5Q7CLFX0q8jvN37nQvAFSuUolaHbUpwU+s3oh3eQN1UrVM3QbYmk0nxG18PDg6dPnwKQK1cuzp49C0BYWBhRUVHpm05keTqtjop+FbHWWbPzl50EBQZl2LaO3z+Orc6Wpu80pX7r+hm2HZGxrHXWuNi6cPzucb5d+C1PnjxRO5IQABgUA6cenCIyLpKKlSomuhGByFp8nHzI7ZKbk9dOMnXQVOLj4zNkOwmGBIKjg6ngV4EW77bA29s7Q7YjXi7NZ3Rr1qzJrl27KFOmDO+//z79+/dnz5497Nq1i3feeScjMoosLjYoloV9FvLP8X+o07wOg6YPSvdt3Hlyh0eRj6icszI2Opt0f3yRuaLuRjFt6DTuX7nP9cvXmTFjhtqRhOBm2E0uBF0gt4vMfWoJbv5ykw3fbUAxKDg5O9FnfJ9038b9p/fJ7ZKbkjlKpvtji9RJ8xndr7/+mg4dOgAwcuRIhgwZwsOHD2ndujVLlixJ94Ai63Nzc+Pu9bsA/LHlDy6eupiuj/9p40+Z0HUCtrG2FPbM2OERInM4OTvx+PZjAObOnculS5dUTiSys4SEBN6p/w4BswMgARysZViUJXC0d0QxGG87vvPHnYQ+Dk23x46NiWVoh6Ec2naIin4VsbeWqcTU8lpDF3LmzGnsrNUybNgwNm/ezKxZs3B3d0/3gCLr8/DwYOJXE03thZMXptsFAL+t+417N+7x8MJDVndfrcrdbkT6887lTZsebQCIj49n0OD0/xRAiNRasmQJe37fw+KvFrNp6ia144h00ubjNrh5uQGgGBQC+gW8ukMabFq6iUunL7Fq/Cr+F/C/dHtckXavNY+uwWDg8uXLHDx4kP379yf6EiI5vXr1olQp44D/q/9cZe8ve9/4MePj41k85fkE3FXrV5U7oFmQ1j1b4+HjAcC2X7exY8cOlROJ7CgsLIxRo0eZ2k06NFExjUhvg6Y9/yP64qmL/HP0nzd+zMcPHvPTwp8A0Ol0fNzz4zd+TPH60lwVHD58mMKFC1OiRAlq1apFnTp1TF9169bNiIzCAlhZWTF37lxT+4dZPxAV8WYXLy4Yt4DY6FgArG2s6T+5/xs9njAvdg52dBvSzdQeMHAAer1exUQiO5owYQLBQcEA1GxSk5L+MtbSkpSvXp6iZYua2jOHzHzjx1w+czlxMcbpET///HNKlCjxxo8pXl+aC93evXtTqVIlzp49S0hICKGhoaavkJCQjMgoLMQ777xDy/daAhD6ONT0F+/rCH4YzO4Nu03tzgM6Y2MnF6FZmlrNalGsQjEALl28xLfffptCDyHSz8WLF5k/fz4ANnY2dB3SVd1AIkOMmDfCdAOHkEchbFr6+sNTzp88z/6txk+3PTw9+PLLL9Mlo3h9aS50r1y5wuTJkylRogRubm64urom+hLiVWbOmImNjbEg/fn7nwm8E/hajzOl3xQUxXgRgXsO90T3MBeWQ6PR0GtUL1N77Jdjefz4sYqJRHYycOBA07RTrXu0JkfOHConEhnBy9eLd1o9nzVq5ZyVpjOyaWEwGFg0aZGpPfGriXLtkhlIc6FbpUoVrl69mhFZRDZQqFAhBg0yjomK18ezdOrSND/GmcNnuPT386vwh8yUO6BZsiJlilCvVT0Awp+EM2bMGJUTiexg27bn48I9fTxp07ONyolERvpswmemTwX1cXrmjpqbQo+k9mzaw7Vz1wAoXbo0H38sY3PNQZoL3b59+zJ48GCWLVvGiRMnOHPmTKIvIVIyatQofHx9ADBYGYjXp22i7plDn4+hKlauGGUql0nXfML8fDTwI+wc7NBoNcQqsaaz+UJkhLi4OAYMHGBqdxvWDVt7W/UCiQxnZWVFjxE9TO3ImMg09Y+KiGL5rOWm9ty5c7GySvOtCkQGSPP/Qps2xr9qu3fvblqm0WhQFAWNRkNCQkL6pRMWydnZmSWLlxBKKIHugSja1Bctvyz7xTTXoUajYcS8ERkVU5gRD28P+k3qh+Kl8PZbb5OgJGClkTcRkTEWLFjAlctXAChesTg1m9RUOZHIDI07NOafo//gUc+DXMVzpanvTwt/4kmw8S6OrVq3ol69ehkRUbyGNL9T3LhxIyNyiGymadOm6BP0bL60mbvhdyngXiBV/ao1q8a2Hdt4cPoB9dvUx9PHM4OTCnPxduO3iY2P5UrwFa56XqW4V3G1IwkL1axNM3756xf2b9hPr1G9TBcqCcs3bNYw7jy5w4HbB7gacpXCHqm7CdHbbd7mzr07/P3738yYLndyNCdpLnTz5cuXETlENmSts8Y/pz93w+8SGReJo41jin0uRV6i/pj6lKUshYoVyoSUwpzYWtniYO3A8fvHyeuaV+5QJdKdoijc1t+mSd8mfPTZR/LHdDaUxzUP3o7enAk8Q17XvCneVt6gGIh1jGXmtzMpaF0QPz+/TEoqUiNVhe7mzZtp3Lgx1tbWbN68+ZXrtmjRIl2Ciewhn2s+inkWY+n3S7GOsKZDnw4vXfdhxEPuhN+hnG85iuUolokphTnxc/LjwqMLfDH5C/K756dfv35qRxIW5G74Xc49PkdO55w42zqrHUeopFLOSmw8spF+o/pRu35tOn7e8aXrBkYE4uPkQznfcjjZOGViSpEaqSp033vvPQIDA/H29ua999576XoyRle8jgndJ/DXwb/Q6rRUf7c6eQvnTbLOvRv3+Dv+b5xsnCjhKZNvZ2eGeAPf9PyGe1fv4eDoQNu2bU23JRfidSmKwqOgR5wIPkG8IV6K3GzuwfkH/Nz7Z1Bg/dX1tOzWEgfHxJ8gJcQnEP40nKeGp7yd920pcs1UqmZdMBgMeHt7m75/2ZcUuSKtNBoNTd413lLTkGBgccDiJFfUH9l9hE8bf8q6fuvIT365zW82Z21jTbnK5QCIioxi5MiRKicSlmDDhg0ULlSYpd8sxcfOR+04QmXFyhfD3tEeMBa0MwcnvWPa9rXb+azxZ1zdeZVCbjKUzlxJxSBUN3jwYPLmM57FPf3naY7/cdz0M4PBwNzRxvkMQ2+EsnHGRlUyCvPSqW8nHF2MY7p/+OEHjhw5onIikZVFR0czeMhgIp5GsOXrLVw6finlTsKiabVaPhv3mal97I9j3Lx809QODwtn1bxVRIZF8r/x/+P82fMqpBSpkaqhC/PmzUv1A8p4OZFW9vb2zJg+g/fffx+ARQGLKFe1HFZYsWr+KiKeRACg1WkZNH2QmlGFmXBxd+GDfh+wcOJCwPi6s3//fpVTiaxq9uzZ3L51G4DyNcpT8e2KKicS5qB2s9qs/WYt927cA2Bq/6l8u9V4G/I1X68hMtw41+6HH35IxYpyzJirVBW6s2fPTtR+/PgxUVFRuLm5ARAWFoaDgwPe3t5S6IrX0rZtW2rWqsmB/QcIvB3Ikllb+bBxQzYueX7P8eYfNsfFzUXFlMKcNO7QmG1rtnH32l2OHj3KuHGrqVrVg4MHoVYt0OnUTijMWUICHDwIwcHBBARMBYx/TPcc2VOmExMmw+cOp18LY11z78Y91izcT7WCedm+znjXPAdHBwICAtSMKFKQqqELN27cMH1NmjSJ8uXLc+HCBUJCQggJCeHChQtUrFiRr776KqPzCgul0WiYN3ee6Q1m+6q1TJkyBcO/475t7B3oNqybmhGFmdFZ6fh41PNbbE6ZOoro6GiaNoX8+WGjjHIRL7Fxo/EYadrUOPQlNjYagAp1myR7MazIvvIXzc9bdd4ytdfO+4YlS5agGAwAtGwxily50nZzCZG50jxGd8yYMcyfP59ixZ5P71SsWDFmz57NF198ka7hRPZy/Xp5FOXfWzAaYhLdUjrO7TMOH5Eh5SKxaG0FcKpsbCiBbNiwAYB796BtWyl2RVIbNxqPjbt3ISHhMPv27TP+QOfEiZsdOfSXuvmE+anZfjDw70dEyovvTflYs2aQvM6YuTRXDg8ePECv1ydZnpCQwMOHD9MllMh+EhKgf3+AScB/pvWxyQ0utVi8CBIMKoQTZinBAIsWAV7dQWN8E/rll18wGG7wbOKOAQOMx5YQ8Px1xnh8GNDHD3z+Q8/OoHOW1xmRSIIBlq9wAI+2yfx0JhqNvbzOmLk03xntnXfe4eOPP2bJkiX4+/uj0Wg4fvw4n3zyCfXr18+IjCIbOHDAeIYFvIFxwODnP4y7C5daEAS0KpW0r52LHa2XtE60bGOPjcSEx6S43Vz+uag9orapHRUSxc+f/JyqzNU+r0aB2s9vXXxm7RnObjibYj+tTkuHtYlvjLFj+A5Croek2NclpwvvzX2P1lat2XBhA/HEs67TOhL0Kb/KFmlYhLc+fv4R3P2T9/kj4I8U+wE0ntYY9wLupvahuYe4efBmiv2sHaxpt7xdomU/f/ozUUFRKfb1LulN/fGJX1NWt1udeKXEM9GRkJCAXl8CrFxRgDsPwN0brF54pft619eJ+mz4bgN7N+xNMU+JSiXoE9An0bJJPSfx4NaDFPu2/qQ19drWM7VDH4cyptOYFPsBjFo0ipz5n88T/Oe2P1kze02K/dy83Ji4ZqKxYQBHHGnUsRGnDpxKsW/1xtXpNKhTomVDWg4hJirl36nuX3SnYu3nF+bcOH+Dmf2TTs2UnOk/TzdN6QSw7YdtbFuxLcV+BUoUYPC8wYmWzew3kxsXEt+yPj4enoZjfOeLj0AxvHDS5tF38Oi7ZF9n7N3t8SjoYXqt+Gf9P1zdfZXYp7EY4l9eFeusddg42VC8eXFKNDfO//37uN95cu8JMWGv3pfWDtZY2VpRe3htPAp5EB0azY7hO0iISyAuMu6Vfe1c7LBxtKHZvGYA3Dxwk1MrTqGP0hMfG//SfhqtBjtXO3L556L6J9VpbdWaIQOGcPfEXWKexKAYlJf2tbK1wtrBmgofViB/zfwAbO23ldjIWGLDY1+Z18bJBp21jkZTG2Hvbk/ItRD2Td1HfEw8+uikJ9ZeZO9mj0suF94Z9w4AF7Zc4OKWi8RFxL3ydVFrpcXW2ZbC9QtT5v0yAOybso+Q6yFEh0YnXjmZp63R1kAxtEZR4M4d43tYnTqvjCpUkuZCd+nSpXTp0oXKlStjbW0NQHx8PO+++y6LFy9O94Aie3iQqFb4HK1uC4aEP5KumMwLjiHOQBmfMomW/RT3U7Lr/pdNvE2ivk80T1LVD8DHzidR39va26nqa4hPmndn3M7UbTcOSuUoBaHGfw1aA2vi16SqrxNOibarc9Kl+rkWcC1AHp88pvZJw8nUPddk/m9+jv05VX2t9FZJ+qbUz/DvuDniQ03Lnv7n74cofeIiO/xJOKGPQklJWEhYkr6hwaGp6hv+NDxR38jYyFT1A4iMiUzUNyIyIlV9FRRTP41BgyOOPAl9kqq+T8KeJH2uj0OJiUy50I2IikicNzp1eQGi4qJQbJ7/J4eHp+7/xt3HPUnesJCwVG83if8cZ9Eh0Wj9tJTxNh6Pt7hFdEh0Mh0TS4hLIDokGg+Nh6nv7ojdxISmvB/1kXr0kXryO+cnn3c+nvCETSGbUuwHGItSvWLaZoxtTKryKgkK0SHR2OntTK8zdnF2qeobHxNPfEw8vra+pu1uCNtAbNSri1yAuKfGwr2YezFcvV259egWO0J2pNgPIDo0GmdXZ9M2H2oepiqvQW8gOiQaF1xMfQ9EH0hVX61Wi5XVPOLinl+0+CDlv3eFStJU6CqKQlRUFD/99BP37t3jwoULKIpCiRIlKFq0aEZlFNlA4luD22ClG0BcokJXA2jQaOC/F0Q7ODgYX5T/s+xVZy6eyeGeI1HfYENwqm9IUcCrQKK+p71Op6qvVqdNktfN1Y2Qe6k4o+vsQnGv4iihCsW9iqPRabCxsUEf9+qzHgB+nn6JthvjFZPq51rUqygFcxQ0tX08fLisvZxiPzt7uyTP1cnJiZiIlN/oPdw8kvR9Ma+iPP8IOlk6D9BocHGBf/8mN2Z3SnwzgBweOfD08UwxTw6vHEn6euXwSvHsGhiPsxf7WkdZp2qbAN7O3on65nBNXV53L3dTPyVBQUHBy9Mrdc/VM+lz9fT2TNUZXW/XxHmfujxN/XN18sbB6fndp1L7f+Pl5ZX0/8bLiyc+TxIt0+shPByIfwIk9/pgPL7++zrjnsMdP28/Snkbj8cz3me46HOR8NBwEuJfftbQysYKZ1dn8vnkM/X18fEhPjKesOCwVz4neyd77OztKOpdlMLehQkhBE8fT+Ji40zTWr2Mi7sLji6Opm0G5QjC08eTyKeRxMW8/HjVaDW4ebqRyzuX6XUmp3dO7vvcJyw47JVndG3sbHB0dqRAjgKm7Xr5eBEZHkl4aPgr8zq6OGJja0Nx7+J4eHtg622Lp4/xeIuOfHXh6eblho+Pj2mbV3yu4OnjydMnT4mPe/l7gM5ah4ubC3m985r6+nn7ERUURejj538gJfc64+npSURE4j/CE7+HCXOiUf57G6pXMBgM2NnZce7cOYoUKZKRuVQTHh6Oq6srT548wcUl46ey0uv1bNu2jSZNmpjOkFu6PXv2sHLlSg4dOsSdO3dwc3PD378SR46M5fFjfxQF7OziKFmyGidPnjR28uyIV7GOLFoMumx+TZqSoKBcUdAU0aDRWf40SNcvXGflnJXcvHyT8JBwbOxsyJU/F406NmHZ2sI8Of18OIGVlRXx8f++uTnXwqvMEDlmyH7HzDPnT5znx//9yMXTF9HH6vH08SQ4uiRxj383raPVap9/EuDeBq8SXeSYIXseM9fOX2PtN2u5cuYKEU8jyOGXg5pNa7NtbxnCz/17B0aNC8uXzad3745ER1uj0UDu3HDjRvae0lCNWia19VqazuhqtVqKFClCcHCwxRa6IuMtWLCA4OBg+vfvT8mSJXn8+DEzZ84kOLgqivIbGk09NBoN3bp14+TJM0A8hGzg/db10WlzqB1fZLLI8Ei8fL2o2bQmnt6exEbH8seWP5g7Yjb2zs9f3DQ2vvTo1pL//e9/xgVP99P2vc7otL7qBBeq2rdlH7OHz6ZGoxoMnDIQOwc7Au8E8r+Jz4fYaeyL0bJRSTZt+ndIQOgmOn/QBp3WSaXUQi23r95meMfh5CqQi56jeuLs7sy5Y+dYv2AtNnabTetZW43F1dUVeH7Wf86c7F3kmrs0j9GdNm0aQ4cOZcGCBZQuXTojMgkL98033+Dt7Z1oWaNGjShcuDDe3pMJDa1HcDDkyZMHne4zEhLmgRLHP3uX0ajZUJVSC7WUqVKGMlUSf0z4Vt23uHruaqILwWzyDqdx4wIsXLoRRf8YgJ3fT6FJizmZGVeYgeCHwXzz5Te82/5dPv3yU9Pya+evoY99NvxCg03e4Xz4oRubNu+EhEjAwL4106n3znhVcgv17N+6n7jYOEbMG4FfXuM4hHJVy3H+xHnOHDZOJ2ZlVQyd7lNgF2A8kztnDrRu/ZIHFWYhzR/OdO7cmaNHj1KuXDns7e3x8PBI9CVESv5b5IJx3GbJkiWJjb3DzZvw66/G5Rs3jsbT0zhG78CvBzh/Qu4nLozDqB7dfWRqV3i7IuMCjGOIe497/sfQ9QvXOfbHsUzPJ9S188edxETF0KZnG9OyuJg4Vs5ZaWrXb1ufcRM90Wq1fDDgc9PyUwdPcf389UzNK9SnszKeknV0djQti4mK4fKZ59ci/PzzHLZtM34s/+uvxuEKUuSavzSf0Z0zZ04GxBDZ3ZMnTzh58iT16tVDp4O334Zt26BxY3cmTZpE7969cXBxIOhhkNpRhUoMBgOKQSEiPIIZg2eQ8O/ElTorHcPnDMPeHpQr0Oi9Yhz8pQz/HP0HMN6T/sU7GwnLd+74OZxdnbl7/S6T+kzi1pVbODg5kGAwHjO29rZ8Nu5TdBrjMfN+9+rs/yUPd67eAWDKgCks3LlQzacgMlm99+qx+YfNfDvuW7oO6YqLuwv7f91PbIxx1ogmTZrQtGmjf8eiGt+jZLhC1pDmQrdLly4ZkUNkc3369CEyMpLRo0cn+VnPnj15+PghuevlJlL36quNheX6bvx37FiXdMqhVt1b4eDkgJLw/Lra4XOG83HDj4mOiObq2auc2H8C/1r+mRlXqCj4YTCxMbFMHTCVtr3a0nNkT06fPM3GBRtx9nSm66CuWFlZJTpmRs0fxaeNjcMcAm8HsufnPdR7r97LNiEsjE9uH6avnc7kzyfTq0Ev0/I679ehcfXGtGzUUsV04k2kudAF46TsP//8MxcuXECj0VCyZElatGiBTv68Ea9hzJgxrFq1ivnz5+Pvn7QY0el0jP1iLNdCrrHl8hai9FE4WDsk80jCkrX7pB0N2jYgNCiU/838H4+vPsbGzobOAzonWdfFw4XPJ3zOrOGzKNasGLnL5FYhsVCLYlCIi43joz4f0baX8Y5Wdzzu8FbkWxxefJgcfkkvas1VIBfVGlTjr11/4VfOj7K1ymZ2bKGih3cf8tWnX+Hm6caIuSNwdnfmz8N/sm/FPgo6FaRY/2JqRxSvKc2F7tWrV2nSpAn37t2jWLFiKIrC5cuXyZMnD7/++iuFChXKiJzCQo0fP56JEycyadIkPv/881euW8C9AMW9inPu0TmKesq8zdlNjpw5yJEzB/fC7/FOwDtcX3ad4zuO8zTsKa4erknWf7vx2xQqU4hDTw9x4ckFfNx9knlUYYmc3ZzhFlR4uwIAV0OuEhYTRqN3G3F48WGunb9G+erlk/QbOHUgzXo045zVOa5FXcPLwyuTkwu1/DDrB6Iiopi7aa5xho6IQNqVaUfTck3p80kfPvroI2rXrp3yAwmzk+aL0fr160ehQoW4c+cOJ0+e5NSpU9y+fZsCBQrQr1+/jMgoLNT48eMZN24c48aNY9SoUSmur9VoqeBbgYSIBGaNnsX9m/czIaUwJwaDgRMPTuBm50bV6lUxJBgIvBOY7LoajYaceXJSOkdprly/QsDQgBQn6ReWIX+x/IDxzG7fFn1Z/b/V+Dj64O1ovBBWq0n+rc/OwY4y5ctQzKsY18OuExrzmndWE1nO9QvXyVsoL9a21swdPZezp85S0a8itarXAuDs2ZRv7y7MU5rP6O7bt4/Dhw8nmmHB09OTKVOmUKNGjXQNJyzXV199xbhx4/jiiy/48ssvU93vyukrTGg7gcinkUSFRvHFt19kYEphTh4/eMwj7SMi4iJ4p+A7rF68Gq1Wi2+eV8+TG3YmjG0Dt5EQl4CtzpZBUwZlUmKhluoNq/Pb+t/4fvr33Lp8i1uXb/Hwr4c0bN0QgGLlX/0xdBnvMtwMvcnx+8cpb18+2aEOwrJ4eHtw+8pttq/Zzu8bfuf3Db/jMd6DnH45AcidW4Y/ZVVpLnRtbW15+vRpkuURERHY2NikSyhh2WbOnMnYsWNp1KgRTZs25fDhw4l+XrVq1Zf2LV++PM5OzkQ+jeTonqOcOnjK9PGksExfj/kaOwc7tq/ZjqJTqNC8Avci7nFg2wFa9WiV7LCFFxUrVwwrKysS4hL44+c/qFSzErWa1sqk9EINFd6ugH8tf07sP2Fa5uToxIrZK3irzluU9C/5yv5WWivyavIy//P5zL8+n4CVAZSqVOqVfUTW1qJLCyb3mcySgCWmZXfv3GXG9BmULFmSxo0bq5hOvIk0D11o1qwZvXr14siRIyiKgqIoHD58mN69e9OiRYuMyCgszJYtWwDYsWMH1apVS/L1Kk5OTkybOs3UXhSw6JX3mhdZX/HyxTmw7QD6OD3x0fEcW3+MkMchDJw2kG5Du6XY393LnfLVypva33757fNbvgqLpRgS390+KDCIFl1aMGLeiFT1X//VekKuhwAwY/CMdM8nzEuVelWo/m7159MW6nTs37+fTz75hP3798uJvCwszYXuvHnzKFSoENWqVcPOzg47Oztq1KhB4cKFmTt3bkZkFBbmjz/+MP2RlNxXSj744AMqV64MwN1rd9m+dntGRxYq8q/ln2hs7UeDPiJgRQB1W9RN9WMMnDbQNCF8VEQUS6ctTe+YwozcvHyTkwdPmtqDZwxmyd4lfDToI6xtrFP1GENmDEHz7z1egx8Gs/mHzSn0EFnZvRv3OLzb+OminZ0dV69e5dKlS8yYMcN00yKRNaW50HVzc+OXX37h0qVL/Pjjj/z4449cunSJTZs2me7/nBEmTZpE9erVcXBwwM3NLdl1bt++TfPmzXF0dMTLy4t+/foRFxeXYZmEOrRaLfPmzTO1V81bRXhouIqJREYK6BdgOjvn5uVmmi4qLRwcHWj78fN+W1dsJTxMjhlLNaXfFNP3uQrkonaztF8tn8MvB3Va1DG1l89cLu8nFmzJ1CWmTweHDh1K/vz51Q0k0k2aC91nihQpQvPmzWnevDmFCxdOz0zJiouLo127dnz66afJ/jwhIYGmTZsSGRnJwYMHWbt2LRs2bGDw4MEZnk1kvipVqvDRRx8BEBkeyer5q1VOJDLC2WNnuXjqoqk9aNrrX0jWsW9HnNycADAkGJg6YOob5xPm548tfySakWXk/JGv/Vh9vuqDja3xI2t9rJ6vv/j6TeMJM3TywEmO/3EcgJy5cjJ8+HCVE4n09FqF7g8//ECZMmWwt7fH3t6esmXLsmLFivTOlsj48eMZOHAgZcqUSfbnO3fu5Pz586xcuZIKFSpQv359Zs6cyaJFiwgPlzM3liggIAAHR+ONI3as28Gty7dUTiTS24tjI4uWLZrs3KeppdVq6T+5v6n9z+F/Et3HXmR9BoOBBeMWmNqV61Ymb+G8r/14NjY2dB3a1dTet2UfD+89fJOIwszE6+NZHLDY1J42dRqOjo4qJhLpLc2zLsyaNYsxY8bw+eefU6NGDRRF4c8//6R3794EBQUxcODAjMiZor/++ovSpUuTM2dO07J3332X2NhYTpw4Qd26yY/ni42NJTY21tR+VhTr9Xr0en3Ghv53Oy/+K4xSs19y5MjByBEjGTNmDIYEA4smLWLCkgmmcXWW6tltS1+8fakl+uWHXwh5ZLwYSKPRMHz28Fc+59Tsl8q1K5O/WH5uXroJwLQB01i0a1H6hTZT2eWYWRywmOjIaAB0VjoGTh34xsdM045N2bh4I0GBQSiKwpS+U5j146z0DW6Gsssxs231Nu5evwsYPyls167dK9935D07eWrsl9RuK82F7vz581mwYIHpY2OAli1bUqpUKcaNG6daoRsYGIiPT+I7H7m7u2NjY0NgYPITyoPxrOD48eOTLN+5cycODpl3m9ldu3Zl2raykpT2S7FixfDx8SE2NpbalWujXFHAsuvc566DgmW+CcXFxbFi1vNPierWrYvnU0+Up6l4vinsl5GDRtK7d28UReHR/Udc2HKB4sWLp0ds82fBxwxA2bxl+cPpDyIiImjXth329+1T93xT2C9DBgxhxAjjbA3Xzl/jxLoTVKxYMb1imzcLP2aKeRSjWLFiXLp0ibZt27J9e+oubpb37ORl5n6JiopK1XppLnQfPHhA9erVkyyvXr06Dx48SNNjjRs3Ltki80XHjh2jUqVKqXq85M7kKYryyjN8I0eOZNCg5+P+wsPDyZMnDw0bNsTFxSVV230Ter2eXbt20aBBA6ytU3c1cHaQlv1SsGBB4l3i+fPhn8S7xmOjs+xpYJQEBa4DBUGjs8yqftOCTaa/1m3sbOgzuw8aq1c/19TuF98ivrTu0ZoNizcAsGHnBr5obtk3HskOxwxAtHU07/u/j+6kjmadmqW4fmr3S4kiJSj1UynOHT8HwPervse/vX96xTZL2eGYURQFraeWeS3mYfvANtna5r/kPTt5auyX1A5LTXOhW7hwYdavX5/klq3r1q2jSJEiaXqszz//nA4dOrxyndRe+ejr68uRI0cSLQsNDUWv1yc50/siW1tbbG1tkyy3trbO1IM4s7eXVaRmv/j7+xNviOeh4SHXQ69TyL1QJqVTj4KCRqex2Deg+t3qcz7sPOfWn6P78O5Y26budyO1+6XzgM6cOXoGh1IO1O5c22L344ss/Zi58+QOD6IeUDlXZQp/mPoLpFO7X0bOG0m3Ot3wreDLR+M/stj9+CJLP2aCo4JxtnfGP7c/nkXTNoWYvGcnLzP3S2q3k+ZCd/z48bRv3579+/dTo0YNNBoNBw8e5Pfff2f9+vVpeiwvLy+8vLzSGiFZ1apVY9KkSTx48AA/Pz/AOPzA1tYWf3/L/stbGO9kVNGvInee3CE8NhxHK0d0Op3ascRrOnb/GG+1e4vRw0ZjZ2OX7o+vs9Ixfe10zj46y7mgc4REheBq6yrHTBYVHRPNqQencLd3p7BHxswC5OLhwrqT6zgReIIbT25QKq4UTjZOGbItkbEURUEfrycoKog6+evg6SDz5FqyNM+60KZNG44cOYKXlxc///wzGzduxMvLi6NHj9KqVauMyAgY58g9ffo0t2/fJiEhgdOnT3P69GkiIiIAaNiwISVLluTDDz/k1KlT/P777wwZMoSPP/44U4YgCPXlcs6Fl96LGYNn8PUYmQYoq7oacpWwmDAq+FXIkCL3Ga1WS0nvksQ9jGNc73GsnLMyw7YlMs621dvoVKkTh1YeoqJvxo6btbKyopxvOXQaHSfun0i5gzBLh3cfZkDrATy59IRS3nJrZ0uX5jO6YPyoeOXKzH1TGDt2LMuXLze1K1SoAMDevXupU6cOOp2OX3/9lc8++4waNWpgb29Pp06dmDFDbt2YXcTHxzOw3UDTWPEmHZtQpEzahtMIdf20+CeoBt6O3uRxyZPh24uNjGXr0K3ERsVy++Rt/Gv5U/qt0hm+XZE+4uPjWTptKQnxCZz/6Tw7vXby4YAPM3SbdlZ2lMlRhpOBJ9myaQvly5YnT6GMP1ZF+oiLjWPJ1CU8uvuIST0m0axkM6pWrap2LJGB0nxGd9u2bfz2229Jlv/222+pvlrxdSxbtizZ28XWqVPHtE7evHnZunUrUVFRBAcHM3/+/GTH3wrLZG1tzbBhw0zthZMWpuqWwsI8rPl6DT/M+IHVnVej/ztzpqhxdHak0fuNADDEG5g+aHqmbFekj2/GfENcjPFuZdY21rT/rH2mbNc50pkdg3awaOSiRHdhE+bvl2W/8OjuIwDq1qtLlSpVVE4kMlqaC90RI0aQkJCQZLmiKKbpV4RQS58+fShWvBgAl05fYv/W/SonEqkRFRnF+u+MY/zjo+O5e/5upm37vW7vmWZmCX0cyoZFGzJt2+L1BQUGsefnPab2hwM/xMYmc2ZciYuJI+xOGAB3rt3h4PaDmbJd8WaCHwabXme0Wi1z58y1+HnXxWsUuleuXKFkyZJJlhcvXpyrV6+mSyghXpe1tTVzZs8xtb+f/j0xUTHqBRKpMmvILNN95u0d7ekxskembdvTx5P6beqb2qvmrTKdJRTma0q/KaZPbDy8PXiv23uZtu0CxQvgX+v5Rc5fj/0ag8GQadsXr+eHWT8QG228QVTv3r1feqdVYVnSXOi6urpy/fr1JMuvXr0qt80TZqFRo0Y0adoEgJBHIWxcvFHlROJVbl+9zdG9R03t3mN7o9W+1t3JX9un4z7F1t44zCleH8+ckXMydfsibU79eSrR7ZuHzByS6RmGzhqKzso4S0fU0yiWTV+W6RlE6l0+c5m9v+wFwM3djQkTJqicSGSWNL+btGjRggEDBnDt2jXTsqtXrzJ48GBatGiRruGEeF2zZ83Gysp4reWGJRt4dO+RyonEywT0DTB9nzN/Tuq2TP523RnJysqKniN6mtoHdxzkwa203QBHZJ7Zw2ebvi9RsYQqFxA6ODnQumdrU3vzD5sJD0vdBPYicxkMBv438X+m9oTxE/D0lCnFsos0F7rTp0/H0dGR4sWLU6BAAQoUKECJEiXw9PSUGQ6E2ShatCj9+/cHQB+r5/vp36ucSCRn39Z93Ltxz9QeMU+9cf7vtn8X71zexoYCAf0CXt1BqOKnhT8RFhQGgEarYcRc9Y6ZD/p9gJOrcS5dQ4JczGiu9m3dx5UzVwAoUbIEvXv3VjmRyEyvNXTh0KFDpqm8Bg8ezO+//86ePXtwc3PLgIhCvJ4xY8bglcN4Q5I/d/zJ1bMyhtycGAwGFoxbYGpXql2J/EXzqxcIEhVNNy/d5OTBkyqmEf9lMBhY++1aU/vd99/FPYe7anm0Wi39J/U3tf8+9Le8zpiZhPgEVsxeYWrPnTNX7miWzbzWQDiNRkPDhg0ZOnQon3/+ObVq1UrvXEK8MVdXVwImB+CXy4/O4zuTt3hetSOJFyydtpSoiCjAeKeyIbMyf5zlfxUuXZhy1cqZ2huXbpQp6syIVqul5ZctsXOzw87Bjl5f9FI7ElXqVyFf0Xym9tQBU1VMI/5LZ6Wj69SulKtajuYtmtOgQQO1I4lMlrlXfAiRybp168aFixdo0aYF9yLupdxBZJqzx86avm/bqy0Ojg4qpnlu+NzhePoZx+/du32P8FAZd2kuHkY8RFdYx/gt4/nfb/8zjcNX26j5o+DfWapCHofIWF0zEhYTRsHiBdm+cztrVq9RO45QgXm8SgiRQXQ6Ha5Orvjn9GfLpS1E6aNwsDaPgiq7aza9Gcc2H+PhgYd0/Lyj2nFMnFyc+OSLTzh29hgetTzQOMk8m+bixIMTONk6UcyzWKbPzPEqfvn8aNCmAfdC71Hu43LYOGXOfL7i1QyKgQcRD6iepzp+zn5qxxEqSfUrxd27mTeBuxDpLb9bfop7FedO+B0e3Jar6dV258kdHkU+ot1H7ZizYY5ZFS0AVd+pyid9PsHW1pbj947LMaOyq+eucvraaZ7EPMHf19/sjheAvhP7Mnb2WHTWOv4O/FvtONneo3uPuB92Hx9HH8r6lFU7jlBRql8tSpcuzYoVK1JeUQgzpNVocYtyY8XIFXzW5DPuXpc/3NRiMBg4FXgKd3t3CnsUVjvOS9lY2eAZ7snqIavp36o/oY9D1Y6ULRkMBsZ0G8OXzb/kwsoL+DmZ75k5BxsHinoW5XrYdUKiQtSOk20lJCTw1adf8WX7L4k8H4mLrYvakYSKUl3oTp48mT59+tCmTRuCg4MzMpMQGWLbhm2c2X+GhPgElk5dqnacbGnXT7uYMGgCTyKfUClnJbXjpOj8tvM8OveImMgYJvaZqHacbGnlnJVEhkeiGBTObD1juoDRXJX2Lo29lT3Lly1PNN+vyDy7ftzFrcu3eHz7MYtnLpa71mVzqS50P/vsM/7++29CQ0MpVaoUmzdvzshcQqS7YcOGkSt3LgCO7zvOiQMnVE6UvcTHx7Nw4kJO7jjJpm6beHL9idqRUtR5QGesrI2XMlw5c8V0ZyWROaIioti45PmdDVt2bYmTi5OKiVKmRcvWflvZO28ve3/Zyz9H/1E7UrYSER7BirnPP32eP2++WQ51EZknTf/7BQoUYM+ePXzxxRe0adOGsmXLUrFixURfQpgrR0dHpk97PqH74oDFxOvjVUyUvSz4cgGxMcb7zGsUDXkLm/90b64ervjX9De1v5vwnZwdykTTBk7DkGDc347OjnQZ3EXlRCnTarW4ubuZ2jOHzFQvTDa07pt1PA19CkD7Du2pUaOGyomE2tL8Z86tW7fYsGEDHh4etGzZMsmXEOasQ4cOVKtWDYB71++xbc02lRNlD0GBQezeuNvU7jygMzZ2WePK9IHTB6Kz0gEQHRnN4smLVU6UPVw/f52TB57fsKPPxD5Z5szcyHkj0WiMs3WEPAph09JNKifKHu5ev8vWVVsBsLe3Z9rUaSonEuYgTdOLLVq0iMGDB1O/fn3Onj1Ljhw5MiqXEBlCo9Ewb9483nrrLQBWz19N7Wa1cfVwVTmZZZvSf4rpxgvuOdxp1b2VyolSz8HRgfaftmf1/NUAbFu9jQ6fdcDFQy5wyUgv3nghT6E8vP3u2yqmSRtPH0/qt67Prg27AOM446admmaZP+6yqsUBi0mITwBg+PDh5M1r/p8aiYyX6j+PGzVqxPDhw/n666/ZuHGjFLkiy6pUqRJdu3YFIOppFKvmrlI3kIU7c/gMl/++bGoPman+HdDSqkOfDri4Gwtbg8FAQP8AlRNZtt83/Z5oSrcR80a8Ym3z9On4T7G1swVAH6dn3uh5KieybMf3HTd9ApA7T26GDh2qciJhLlJd6CYkJHDmzBk++uijjMwjRKYICAjA0ckRgN9+/I0bl26onMhyzRz6fIxisfLFKFO5jIppXt+AKQNM3587do6Lpy6qF8aCGQwG/vfV/0ztqvWrkqdQHhUTvR4rKyu6j+huau/ftp/AO4EqJrJc+jg9i6c8H1I0fdp0HBzkxkDCKNWF7q5du8idO3dGZhEi0/j6+jJ2zFgAFIPC/l/3q5zIMm1YtME0/6xGo2HE3Kx3Zu6ZSrUrUahkIVN7wYQFKqaxXMf2HCMmKgYAK2srBk0bpHKi19e4Q2Ny5Pz3008FAvrJJwEZ4fKZyzy88xCA6tWr0759e5UTCXOSNUb2C5EB+vfvT8NGDRk8fzD1etRTO47FiYuJY9W858NC6repj6ePp4qJ3tyI+SNMF6bduHCDc8fPqZzI8hStUZQGkxvg6utK+8/aY+dgp3akNzJ8znDT9zcu3ODIniMqprFMecvkZeTqkTRo3IB58+aZLgQUAqTQFdmYra0tv23/jY87fExMfAyx8bFqR7IokU8jcfU1XuRna2/Lp+M+VTnRm/PJ5cMnYz4BwD2fO/EamZ4uvR1/cJzcJXLz/Z7vaf9p1j8zV7RsUcpUNQ7Xsba3Rp+gVzmRZVEUhfsR96njX4fffv0Nf3//lDuJbCVNsy4IYYkKexSmsGdhroVcM+tb0mY1cfZxNJjVAM5BbpfcWFlZxstNg7YN0NpqCS0YSqR7pNpxLMrtJ7cJigyiSu4qWGkt43gB41ndlV+vxK2FGw45ZOxoegqKCsLN1o0KfhXkTK5IlpzRFdmeTqvD388fa601e3fsJfih3OI6PZx4cAInGyc6vN+BWk1qqR0n3eh0Ohq+15CSPiW5GXqTrRu2mv1tabOCb778hgP/HMDd3p2C7gXVjpOuXNxc+OyLzyjiWYQrIVcIjwtXO1KWpygKO3/aSWBYIOV9y+Nh76F2JGGmpNAVAogPjWfZ4GXMHjCbH2b9oHacLO9q8FXCYsLw9/PPMpP8p5XTEyd+/+J3Fo5eyLoF69SOk6VtWbGF39b9xrqP13F51eWUO2RR5XzKodPoOHn/ZMori1c69Nshvv7ia2Z/OJt7p+6pHUeYMct8BxIijZycnLh2/hoAe3/Zy6W/L6mcKGsyGAx0q9ONOYPn4K5zJ5dLLrUjZRgHBwdCbxpnlNi0ZBOn/jylcqKsKS4ujuUzlhsbCiREJagbKAPZWNlQxrsMe1bv4X3/97l99bbakbKk2JhYlk5bCkDQ/SC0ipQy4uXk6BAC8PT05KsJX5naCyctxGAwqJgoa1o9bzXBgcHcPnyblT1Wqh0nQ/nk9qFy3cqm9qxhs1RMk3V9/cXXxMXGAWBja0Ofr/qonChjbZ68mdM/nCYmMoaAvjLd2Ov4+fufeXz/Mf9v777DorjaNoDfCyy9C1IUEMWuWMBE1KjEWJJojBoTE2M0FlRirxh7EiMWbDH2msQSXzUaW8RERYklYC/E2EWKXaqwCzvfH3yOrixFys4y3L/r4sqemTkzD0+Ouw+zM2cAoG3btujYsaPEEZEhY6FL9P8GDRqEOnXrAACunr+KiF0REkdUtqSnpmPbqm1i++3O8p+ybdCUQVAY5dwAk/QoCVuWbpE4orLlQcIDrX9nfcb2gampvB+T+0nwi5kk4m7GIWI332dex8PEh9i6fCuAnOvlFyxYwJvQKF8sdIn+n4mJCRbMXyC2181dh2dpz6QLqIyZO3qu+Jx5SxtLfDnuS4kjKn32FezR/uP2Ynvzks3iww6oYDOHzIQgCACACq4V0PFz+Z+Z8/TxRJPWTcT2kmlL+O3Ra1gfth6ZGTlTQQYHB6NOnToSR0SGjoUu0Uvatm2LTh90AgA8efAEW1dslTiisuHmvzcRHREttoOnB8v2JrRXBU0KEh9qkKXOwvzx8yWOqGw4deQUrl26JrbHzRsnYTT6NTpstPjgkWepz7AmdI3EEZUNMadjxG8AHBwdMG3aNGkDojKhfHwSEb2GeWHzoFQqAeRcC8bn0xcsdHio+Lpy1cqymk6sICYmJgiaFCS2jx84jribvAu8IAtCFoiv6/rXRe3GtaULRs8srSzRfWB3sb17w24kP+aUY/nRaDRY8f0Ksf3dt9/B0ZFTilHBWOgSvcLHxwcjR44EAKhVavHuXtLt4I6DSLidILYn/DBBwmik8U7Xd+Dq4Sq2eZNR/n5d+iuSHicBAIyMjDB+4fgCeshPj696wMbBBgCgydZg1shZEkdk2A7tOITrF3Nmxqlbty6CgoIK6EGUg4UukQ4TJ05ERZeKAABVtgpqFR/bqYtGo8Gyb5eJ7TfffhMe1TwkjEg6Lxdrd67dwc0rNyWMxrAlxr/4lqTDpx1gX8FeumAkYmRkhBHfjxDbF05e4LSG+Xia/BRKs5xv2hYuXCibJy1S6eNIIdLB1tYWK1esxAP1AzxxewIYSx2RYVo9czUy0nJuvjI2McbIOSMljkg61epUQ4t3WyByXyQAYNXMVZixbobEURmmhv0awqK5BWL/F4ugieX3zFyTwCbwru2NmzE5fxTNHjkbqw+uljgqw+T7gS8COwTi0alHaNOmjdThUBnCQpcoDx988AFU2Sr8fuV33E2+C28Hb6lDMjite7RGZGQkntx8gk8GfwJLK0upQ5LUiNARuHL+CjSWGrzR642CO5RDiamJuJtyFy39W6JWh1pShyO5CYsmIKhdEEwtTdEuuJ3U4RikJxlPYGFigfb128O1lWvBHYhewkKXKB+mxqbwc/NDXHIc0lRpsDK1kjokg3JLcQudwzqj+rPqqO9XX+pwJGdqZorQX0JxK/sWrj+9juTMZNia2UodlsHQaDQ4FX8KNmY2qOFYQ+pwDIKrhytmb5yN+/b3cS/9HtLV6bBUlu8/GF+mETS4l3oPzTyawdWaRS69Pl6jS1QAL3sv1HKqhV3bd2HLMj4Q4LnYpFg8SHuABm4NWOS+xNnNGQ1cG8BYMMaaVWuwd+NeqUMyCJH7IzGo4yDcvXUXfq5+5Wb6ucKo1agW/Cv5Q4CAc/fOSR2OwTh34hyWzVoGG9jA18VX6nCojOIZXaICKKDAzIEzEXEwAsYmxghoG1Bub7h6LiEuAadSTsHBwgHVHKpJHY7BUWgUODjpIOKuxCHSPBK+Ab6o7F1Z6rAko9Fo8OOkH5GWkoY9w/agxqwaqNS5ktRhGRRLU0vUqlALlx5egpe5F6yNrGHrWH6/DcjOysbKGStx5+odRO+NRttjbWFTzUbqsKgM4p/URAVQKBR4u1XO42yzs7KxauYq8WlO5dHuX3ZjYJuB2Dt1L+pa15U6HIOkNFXCt3HOGShVhgrfDPxG4oiktT5sPdJS0gDk3LT4Zps3JY7IMNVyqoXLWy4juHUwvhlcvsfM/i37cefqHQBAFc8q8PbmPRJUNCx0iQphzJgx8PDMOYt7JvKM1lPAyhOVSoV1c9YBABLPJWLn4p3SBmTAuvXvJr5OvJOIP7f/KWE00klNTsXOdS/GSZe+XWBpzWtQdbn7312c23IOmiwN/jv3H84eOyt1SJJIeZqCXxb+IrYXLVrES12oyDhyiArB0tISc+fMFdurZq4ql3PrLpmyBKpMFQBAaabEwCkDJY7IcFWsVBEBbQPE9orvVkCj0UgYkTRmj5gNTXbO721tZ43PR3wucUSGq2qdqqjV6MVMFPPGzZMwGulsWrwJqUmpAICePXsiICCggB5EeWOhS1RI3bt3R4u3WgAAEm4nYM+GPRJHpF8PEh7g0M5DYrv36N4wNTWVMCLDN3LWSJgoc26FyEjPwPJvl0sckX5du3hN66zk0O+G8sxcASYsmgCFkQIA8PThU2xdsVXiiPTrzrU72Lsp5wZOS0tLhIaGFtCDKH98xyEqJIVCgYULFkKhyPkQ2vTjJjx99FTaoPRo5tCZ4rXJji6O+OCLDySOyPCZW5qjR3APsf3Hr3/gyYMnEkakX7NGvHisrVd1L60z3KSbg7MD2nV/MZ/uxh82QpWhkjAi/REEASu/Xyl+AzBhwgRUrlx+b+KkksFCl+g1NG7cGH379gUAPEt9hl8W/FJAD3k48/cZXLt4TWyPDRsrYTRly8eDP4ZdBTsAgKAREDqifJyh2v+//bh3957YDvkhRMJoypaBkwfCzMIMAJClzsL8kPkSR6QfUYeicO5YzvRqnl6eGD16tMQRkRyw0CV6TTNmzICNbc40Nwe2HsD1y9cljqj0vXytYG2/2qjrz9kWXsfI0BePRo45FYNL0ZckjKb0ZWVlYdX3q8R2s/bNUKkKpxMrLBMTE/T/ur/Y/vuPvxF3K07CiEqfWqXGqtAXY2bunLmwsLCQMCKSCxa6RK/JxcUFU6dMBQA0bt9Y9nNdblm6BUmPkgAACiMFQhbwzNzravxWY/jU8xHb21dvlzCa0qfRaOAT4AMoABOlCUbNGiV1SGVO++7t4VLZRWyHDpP/NwFNOjWBhZUF3mr5Fj766COpwyGZYKFLVARDhw7FkWNHMHr2aGRYZEgdTqn6bd1v4uv2H7eHg7ODhNGUXRN+mAAru5xHSEdHRCP+drzEEZWetOw0+A72xYhNIzB+4XiYmvOmxaIYv2C8+Pr2f7cRd1O+Z3UzhAy0+6Idjp4+ijWr14j3QhAVFwtdoiIwNTXFWwFvwc/dDxnZGcjIkm+x22tpLzjXcoaljSWCJgVJHU6Z5ezmjC/HfgnPhp54f877sHe3lzqkUhMVHwULpQVa+rbEm2/z4RBF5VPPBw2bNYSlgyXaTmsLZ09nqUMqFYIgID4lHnWd66Jx9cbw8fEpuBNRIbHQJSqGag7VUMOxBu4m30V2drbU4ZS4e6n38FT5FGNWjsEvx3+BiQmfGl4c73R9B7N+mgWHKg44nXhadmNGpVLh1tNbeJj+EA1cG8DEiOOluKasmIIVh1bAuZ4zLty7IHU4JS47OxsP0x/C3sIeDV0b8kwulTgWukTFYGxkDN+KvojeHY2gdkF4mPhQ6pBKjEajwan4U7A2tUbNCjVZ5JYAIyMjWJlawcfOB+E/h2PQu4OQmpwqdVglZmDbgZjUZRI0iRp42/ORrSXBxMQEtua28HH0wdXHV5GsSpY6pBIjCAIm952MNTPXoJp5NThY8LIoKnksdImKaePyjdj4/UY8iHuA9WHrpQ6nRJw9dhYHIg4gKTMJfm5+nOS/hEX9FIWzP53FvTv38OOUH6UOp0TsWLsDj+49QnJCMraN3IasrCypQ5IV34q+UBopEflvJPZt3id1OCUicl8kLp68iL+3/o2v+38tdTgkU/z0IiqmgQMHwrGCIwAgYlcEYk7HSBxR8Wg0GswaMQs/Dv4REdMiYKOxkTok2enSpwuMlcYAcqaOOnXklMQRFY8qQ4Wf5/8stgM/COQ3ACXM1MQUN3+9ieU9lmPptKW4+e9NqUMqlsxnmVgze43YnjxpsoTRkJyx0CUqJgcHB3z37Xdie8WMFdBoNBJGVDw/z/8ZaclpAIDEfxN5NrcUOLs7o1bDWmK7rD8QYNHERVCr1AAAU3NTBH8TLHFE8nQj6gYETc7TCUOHl+3pxrav3o5HiY8AAB06dMB7770ncUQkV/wEIyoBAwYMQN26OQ9RuH7pOg7tOCRxREWTmpyK39a8mE7swy8/hLWttYQRydeEhRPEPyKSHydj0+JNEkdUNImxiTiy94jY7ju+L8/mlpIJP0wQXyfcTsDBHQcljKboHsQ/wLZV2wDkXIM8f37Z/kOPDBsLXaISYGJigoULF4rtdWHrkJ6aLmFERTNn1BzxOfNWtlb4YtQXEkckX7aOtujwaQexvWXZFjxLeyZhREUTOiwUyDnJCGd3Z7z3Kc/MlRaPah54s82L6dqWfbusTH57tG7uOqgyVACAIUOGoFatWgX0ICo6FrpEJaRNmzb4sMuHAICkR0n43/L/SRvQa7p26RrORJ4R20O/HcrLFkpZ0MQgWFjlPOY0Oytb61HLZUHUoSjciLkhtsfNHydhNOXD6DmjYaLMOWOekZaBFTNWSBzR67kUfQlH9x4FAFRwqoApU6ZIHBHJHT/FiEpQ2NwwmJrmPAVq57qdSLiTIHFEhTd7xGzxtYePB5q1byZhNOWDkZERBk0ZJLZP/nUSsddjJYyo8DQaDRZMWCC2679ZHzUb1JQuoHLC3NIcHw/6WGz/sekPPH30VLqAXoNGo8HK71eK7RnfzYCDA6cUo9LFQpeoBFWtWhWjR48GAGSps7Bh0QaJIyqcP7f/icTYRLH99Q+c6kdfAjsHws3LTWzPHjk7n60Nx66fdiHlaQoAwMjYCOPnjy+gB5WUHl/1gK2DLYD/nyVl+CyJIyqcv//4Gzcu53wDUL9+ffTv31/iiKg8YKFLVMImTJiASpUqIfCjQHQa1knqcAqUlZWFFd+9+PozoG0AKnlXkjCi8idkYYj4+s7VO1qXAxiqt7q/BZ+2PlAoFOjYsyNsHW2lDqlcGTlrpPj6UvSlMjGtYcPAhug2phvsHeyxaNEiGBsbSx0SlQMsdIlKmI2NDf79918s+nERYAWos9VSh5Sv65euQ5WZc2OIidJE6wOU9MO7ljc+G/YZAEBhrEDMOcMvWs4/OI/mwc2xMmIl+ob0lTqccsevpR+q1a0mto//eVzCaAonIT0B/Qf2x+3bt9G6dWupw6FyoswUujNmzECzZs1gaWkJe3t7ndsoFIpcP8uWLdNvoEQArK1zHpvrbe+Nu8l3pQ4nXxVrVESX1V1QrUk19BzWE+aW5lKHVC51698Ngd0C8d689+DS0kXqcPKVkJKA+JR41HWui4oVK/KmRYmELAqBWxU3tJ3RFk16N5E6nHw9efYEVqZWaOTaCLY2PPtP+lNmJjtUqVTo3r07AgICsHr16jy3W7t2LTp0eDFlj52dnT7CI8pFaayEn7sf4pLjEH8vHrYWtgY5J210fDRs7WwxZ/0cmBiVmbcE2VGaKjFyxkicij+Fq4+vwinLCe4u7jA1M5U6NC1nj51FbIVY2JraooZjDanDKddcKrlg+R/LERkbiZiHMajmWA2WSkupw8ol7nYckq2S8ZbnW3CxNuw/4kh+ysyf4dOnT8fIkSNRv379fLezt7eHq6ur+GNhYaGnCIlyc7d0R8yeGIzsOBIbF22UOpxc7iTdwcP0h2jg2oBFroGoYVsDl7dfxqhOo7Bj7Q6pw9FyZO8RTOk7BRv6boDdQzueyTUQjV0bQwEFTiecljqUXM5EnkFwh2DsCdsDF7DIJf2T3SfbkCFD0L9/f3h7e6Nfv34ICgrK9804MzMTmZmZYjs5ORkAoFaroVaX/rWVz4+hj2OVJXLJS0JCAtbPW49n6c+wd9NetO/eHp4+nsXap5AtaP23qKYPmg6XQBf4NPGBt613sfcntZLKi9Qexz3G+V/PQ5OtwabFm9AooBF86vkUa58lkRuNRoMlU5YAANIfpePQT4fQommLYsUlNbmMGQsjC9SpUAfR/0VjR8gOjJs9Ds5uzsXaZ0nkJkudhZUzV0IQBBz57QiOfHAEHj09ihWX1OTy2VTSpMhLYY8lq0L322+/RZs2bWBhYYG//voLo0ePxsOHDzFp0qQ8+8ycORPTp0/PtTw8PByWlvr7CujAgQN6O1ZZIoe8dO3SFRs2bIAmW4NVU1Zh2rRpUCgUxd/xDUBA0T6Edu3ahdNHTwNHgQYNGqDN9DbFj8dQFCMvhsADHmgW0AyRkZHIzsrG7GGzsXz58pLZeTFys3bNWvFpf8bGxhg1cBSEq2U3z1rK+JgBgP92/oft67ZDEASEDgrF3LlzS2bHxcjNvt37cPd6zj0KNWvWhJ2dHfbu3VsycUlMDp9NpUGfeUlPL9zTRyUtdKdNm6azyHxZVFQU/P39C7W/lwvahg0bAgC++eabfAvdCRMmYNSoUWI7OTkZHh4eaNeuHWxtS/+CebVajQMHDqBt27ZQKpWlfryyQk55CQwMxJGjRxB7Jxbnzp1D1N0ovPn2mwV3zIOQLQA3AFTNuUP/dalUKvz0y09iu0KVClBUL4HCW2LFzYsh+Xzi54h8LxIQgHv37uHAuQNo91G7Iu+vuLlJeZqC3bt3i+2PBnwEqwZWRY7HUMhpzFQPrA5hbU5Beu3aNZy5fwaNmzcu8v6Km5vkp8nYtGWT2F6zZg2aNDHsG+YKQ06fTSVJirw8/wa+IJIWukOGDEGPHj3y3aZKlSpF3n/Tpk2RnJyMe/fuwcVF97VBZmZmMDMzy7VcqVTqdRDr+3hlhRzyolQqMS9sHrp37w4AWDNnDfxa+UFpWvTfS4AAhbGiSB9Ai6cshjoz5ysfU3NTBH8bXOY/5J8rTl4Mibu3O5q3b46///gbALAqdBXadGsDE5Oiv2UXJzezRs+CRqMBAFjbW+PTYZ9CYVS2c/ycXMZMvTfqoY5/HVyOvgwAWDBhAX7+++di7bM4udn04yakJacBAL744gs0ayavJy3K4bOpNOgzL4U9jqR3Ejg5OaFWrVr5/pibF32qozNnzsDc3DzP6ciI9KVbt25o2aolACDxTiJ2/bxLkjjuxd1DxO4Isd1nTB/xkcVkWEaGjoSJMqewzXyWiWXTpZkq8cq5K7hw4oLYHv79cN6EZqBCFoaIf4AkPUrClqVbJInj1pVb2Ld5HwDA0soSM2fOlCQOIqAMzbpw584dnD17Fnfu3EF2djbOnj2Ls2fPIjU1FUDONYcrV67ExYsXcf36daxatQoTJ05EUFCQzjO2RPqkUCiwcMFC8drczUs248mDJ3qPI3RYKJ5fbufk5oSOn3fUewxUOKbmpug5rKfYPrDtAB7de6T3OF5+JLF3Le9iXXZDpcu+gj06fPJies3NSzYjIz1DrzEIgoCV36+EoMl5o5n49US4u7vrNQail5WZQnfKlClo1KgRpk6ditTUVDRq1AiNGjVCdHQ0gJxT2EuWLEFAQAB8fX2xcOFCfPPNNwgLC5M4cqIcDRs2FJ/tnpGWgZ/nF+9rxdd16sgpXL90XWyPmzdOr8en19dtQDfYO9kDAASNgNDhoXo9/r7N+/Ag/kFOQwFM+GGCXo9Pr2/g5IHiQ1+y1FmYP36+Xo9/8q+TuHAy5xsArypeWvfAEEmhzBS669atgyAIuX6eP0awQ4cOOHPmDFJSUpCWloYLFy5g+PDhxbqmjaikzZgxA7Z2OTc5/hPxD9JS0vR27Jc/8Or610WtRrX0dmwqulGzXxQKV85eQeyNWL0de8/GPeLrt959C64erno7NhWNkZERBk4eKLaPHziOuJtxejv+oV2HxNfzwuYV6/JDopJQZgpdIjlwdnbGd99+h88Hfo7RG0bDzEo/l9VsWrwJyU9y7lA1MjLC+IXj9XJcKr6GzRqiduPaYvuneT/ls3XJ+vSHT1Gncx3YVbDD8O+H6+24VDxturSBq+eLP0q+H/q93o790ZSPMHzmcPTo0QNdunTR23GJ8sJCl0jPhg4dipWLV6J6peqIT4nXyzGVVkoYmeT8c+/waQfYV7DXy3GpZExdMRV2TnYwNjWGZSVLcQaE0vQo/RHupNzBZ6M+w89//wxTc960WJaELAgRX9u6lf5UmQCQnJkMMxMzjAkeg02bNpXMfOFExcTv9YkkYG5iDn83f+z+bzcysjJgblK6X+85BzqjR4MeePT7IwRNDCrVY1HJs7S2xNi5YxFvEo9ki2RkZGXA0rR0H2hzKuEUzE3MUce5Tqkeh0pH1TpV0XN4T6AWYOJqAlW2CqbGpffHiiAIiE+JRxP3JqhkU6nUjkP0unhGl0giVR2qorpjdVy8fhEn/jxRasdJTE1EXEocGno2xFfTvuLUUGWUb1NftGrQCgBw8PTBnCfblYIL/1zA8vnL8TD9IRq7NoaJEc+HlFWfDP4E7wa8C1W2CufvnS+149z89yaOHzsORwtHNHBtwDO5ZFD4DkYkEWMjY5z830nM/n42IABL9y6Fs3vxnk//Ko1Gg1Pxp2BrZosajjVKdN+kf+Ym5oj9LRZHNx+FpbUlVuxfAWs76xI9xtzRc/HkwRNYbLbAG2veAOxLdPekZ7bmtqjuWB1XH19FjQo1YGtWspcxCIKAJdOW4MrZK2jfuT26ru0KWJToIYiKhad2iCSU9jgNqmcqqDJUWDd3XYnuO3JfJD5981OcP3Qefu5+PJMrAwqFAsITAZosDVKfpmJy38kluv9tK7eJ8ztnpGTAwcmhRPdP0vCt6Itn955heOfh+GbgNyW67yO7j+DK2SsAch4UYW1dsn94ERUXP/mIJDRlyhRUcKoAADi69yguRV8qkf1qNBosnrIYz1Ke4fj84zj689ES2S9Jr9fIXsD/fzN8/dJ1nDx4skT2q8pQYcOiDWK7bbe2qOBSoUT2TdJKeZSCnUN24tGtR4iOiMa1S9dKZL8Z6RlYO2et2F64YCEfi0sGh4UukYTs7e3x/YwXU/+smLEC2dnZxd7vujnrkJ6SDgAwNjFGx158AppcuFR2Qf0364vthV8vLJFZGOaHzEeWOgsAYGZhhkFTBxV7n2QYKrhUgIePh9iePWJ2PlsX3rZV2/D4/mMAwPsd30f79u1LZL9EJYmFLpHE+vXrB19fXwDAzZib+Ou3v4q1v+Snyfj9p9/Fdtf+XWFpXbp36JN+jV8wHkbGOW/fqU9TsWnxpmLtL+F2Av7e/7fY7h/Snw/bkZmXn2qXGJuIP7f/Waz93bt7D9tXbweQ82TSeWHzirU/otLCQpdIYsbGxli4cKHY/nnez8V6YtqcUXOgyc45w2dtZ42ew3oWO0YyLLb2tujY88VZ+q0rtiI9Lb3I+5s5bCYg5LyuWKki2n/CM3NyU6lKJTRr10xsr/huBbKysoq8v7Vz10KdqQYADBs2DDVq8GZXMkwsdIkMQOvWrdHto24AgKTHSdiydEuR9nPt4jWcO3ZObA+fMZw3oclU35C+sLDOub09OysbYaPDirSfk3+exK0rt8R2yMKQvDemMm1E6AiYKHPO1GekZ2DFdyuKtJ+L/1zEsT+OAQCcnJ0weXLJ3hRJVJL4CUhkIObOmQszs5xHAv/+0++Iv/X6T00LHR4qvvaq4YU333mzxOIjw2JkZITgacFiO+pwFG79d+u19qHRaLBw4otvE3wDfOFTz6ekQiQDY25pjh7BPcT2/i37xVk2Cis7OxsrZrwokGd+PxN2dnYlFiNRSWOhS2QgqlSpgrFjxwIArBys8ODeg9fqv//X/bgfdz+noQC+/uHrkg6RDEyrjq1QyfvFU6g2LNyQz9a5JT9JhqDIuWbByNgI4+aPK9H4yPB8PPhj2FXIKUwFjaD1x3FhpCalwtjSGADQsFFDfPnllyUeI1FJ4t0GRAYkJCQExmbGcH/HHYKJUOh+Go0Gq0JXie3m7ZvDzcutNEIkAxOyKAQju41ElioL/xz8BzdibqBq7aqF6mtkbYQPVn2A+D3x8LD1gK19yT5MgAzTqNmjMLXfVABAzOkYxJyOQe3GtQvVV2mjxJAfh8DkXxP41fKDsbFxaYZKVGw8o0tkQKysrDBt0jQ0r9ocKaoUqLJVhepnZGSEVv1awdjUGCZKE4wMHVnKkZKh8KruhV4jekFpoUTjXo3hUsWl0H2jE6JhamSKoWOG4uPBH5dilGRIGjVvhOr1qwMKwLuFN7xqeRW6793ku6jtXBvBfYIREBBQilESlQye0SUyQDUq1MCVh1cQmxyLqg4Fn517lP4IFVpVwMTOE2H7xBam5qZ6iJIMRcfPO8KvvR+OPz2Oy08uo4lFkwL7JKQkIDElEX7ufjA15ngpb75e/DUSnybivPo8rqdcR33L+gX2efzsMaxNrdHIrRGMFDxPRmUDRyqRAVIaK+Hn7ofH8Y8xZ+wcJD9Jznf76IRoWCgt0LBSQ9Tw5TQ/5Y3SVAnPSp6o7lAdZ86fwawxs5D5LDPP7cd/Nh6LZyyGjdIG1R2q6zFSMhQVXCqgbs268LLzQszDGKSr8p+ebsWMFYg8HIkGrg1Q0aqinqIkKj6e0SUyUNF/RWPmZzOhVqlhbWWNwdMG59rmYeJDPDV5ikfpjxDgEQATI/6TLs8SjiRgzzd7IGgEuLm74YtRX+Ta5uCOg4g5HQOcBu5E3kGnyE4SREqGoqFrQ8Qlx+FUwinUMKkBl0q5L305deQUdv+8G/gZEC4LaLqiqQSREhUNz+gSGahmzZrB1DTnK+U/tvyhNdfpc6O7j8a4NuNw7+g9eNt76zlCMjS+TXzF11tXbMWVc1e01ms0Giz/drnYruVbS2+xkWGyVFrCPskeS3svRdA7QUiMTdRan6XO0rrRtU1gG32HSFQsLHSJDJSbmxsmfj0RQM40QCu+XwFBeDETw/Y12/HkwRNkZWbh8OLDSE8t+pOxSB48qnmgWu1qYnv2yNla61eFrsKztGcAAGMTY4ycw5sWCfjftP8hNTEVgiAgdJj2dGP7Nu9D3I04AEBAQAB69OihaxdEBouFLpEBGzlyJKp4VwEAXDx5ESf+PAEAUKlU2PjDRnG7d7q8A0trSylCJAMzbsE4QJHz+kH8A+zdtBcAkJycjH2b9onbfTL4E1haccwQMGrWKPH1jZgbiI6IBgAkJSVh4+IX7zOLFi2CQqHQe3xExcFCl8iAmZubY17YPLG9OnQ1zp1VYdGiRVCrcp4zb2ZuhsHTc1+/S+WTq4crWr7XUmyvmbUG589nYdasWdBoNAAAWwdb9PiKZ+YoR61GtVDvjXpie0HIAly+DGzatEn8pqhPnz7w9/eXKkSiImOhS2TgPvzwQwS+HQgAuB93H9OH/YK///5bXN/6474wMeFNaPTCsO+HQWmqBACoMlSYMmAmLl26JK5v33uERJGRoQpZEAIjo5ySIPlJMiYFLUF4eDgAQKGwQosWM6UMj6jIWOgSGTiFQoFOHRfi+T/X7Ee/v7hW18QZ+0++i2PHpYuPDI+pmSladPlcbAup0S9WmlXD//b5c8yQFltHWzR6+z2xnf1kv/gNgCBMxoABrti+XaroiIqOhS6RgcvOBubNqw8g6P+XvPRoYLfxAIBVK4Fsjd5DIwOVrQHOx3YBjB1zr3QLAcAxQ9qyNcCN1P6AkYXWcoXCG8AIAMCIETnvR0RlCb/vJDJwR48Cd+8CwLcAfgEU6YCgARTGwL1vAQAPbwKfNwdevYKhUo1K6Du7r9ayNePWIO6/uAKP27JHS7Tq0UpsZ6RlYE7POYWK+cvQL1G5VmWxffnvy9g2Z1uB/UwtTDF+03itZbsW78LZP88W2Ld2QG2E9A3BtcfXIBjl/DGwoO8CpDxOKbDv+8Hvo3G7xmL7/u37WD58eT49Xhi+ajhsnWzF9omdJ3Bg7YEC+zl5OGHwD9rXVm+YtgE3zt4osO+bH7yJdn3baS379sNvxddZWUBaGgBFlnZHIyUQPwaA7jEzecdkrc3D14Tj5O8nC4ynasOq6Dmtp9aypUOX4mHswwL7tv2yLZp2fjEva/LDZCzsv7DAfgAwcOFAVPR68fCC0+GnsWfJngL72TjaYMSaEVBoFKiGarj2+Br+N/d/iDkWU2Dfhu80RKch2nMPz/p0FlTPCn5cd7ex3VCneR2xffffu1gbsrbAfgAwdsNYmFuZi+2IzRE4svlIgf0K+x7wYsxo91cq50ClMoMgALGxOe9HrVsXKmQig8BCl8jAJSQ8f+UE4BDM7Z3QsOanOHHiBKBKErdL0/E5W9WrKrrU7qK1bEPmBiQ9SMq98Su8Lby1+qYkp2DSg0mFirl5peZoXPtF4Wh2xQxrHqwpsJ+1tXWueP8x/qdQ8doL9gCATjU7wdjEGAAwN3luofrWc6inddz/8B9mP5idT48X2lVtB7dKbmL78cHH2Ppga4H9KjpWzPW77szaWah4K5tWztV3zIMx+fZxc3NDQkJCvmPm1X1eNr2M8AfhBcZjnZX7/9vytOWF+l1q2NTQ6psQl4BvHnxTYD8ACPQKRI3aL54EqIpSYeODjfn0yGFhYoEutbsgOysbl49dRqeanfCn8Geh4nUxdsn1u057PA2pqakF9m3k1Ajv1X5xecDplNNY8GBBgf0AoGONjrCxtRHbdyzuYNeDXQX2K857wNtvv41jx7SL+hfvR0RlAwtdIgPn5vZyyx+KDDVq166NEyditbZzcgLMzLT7VnarjKoOVXMtu1/pfoHH9XLx0uqbYpKCSpUqFSpmbydvrb5VnKsUqq+1tXWueD1dPQvVt7JLzhnkKvZVoFTm3IhVyb0SjI2MC+zr5az9u6orqAv9u1atUBVuDi/+J3lV9CpcvO65/994uHkUqq+ni2euvi/3y8wEHr5yMrVyZXckJGhfrfbqmMmVe5fC5d7DzSP3OHOvXKi5nb0qaufeIsOi8OOsgvY483IuXO5dXV1R1aEq1Go1LuMyqthXgYdrIXPvqjv3hSl0qzhX0er7xOlJ4ceZY1XY2LwodL1cCjnOCvkeoGvMeHl54fhx7VO82u9HRGWAQFqSkpIEAEJSUpJejqdSqYQdO3YIKpVKL8crK5iXHCtXrhQACAqFlaBQCAIgCBYWObmxsFAJgCAoFILg4SEIWVlSRyut8jhmDh06JCDnou1cP87OxzlmClAex0zv3r3zHDM5P8c5ZvJRHsdMYUiRl8LWazyjS2Sg4uLiMGbMGLi7u+Px4yRkZgKvztX+vL1gAWBc8IlLkqnvv/8egYGBWsuuX6+HXr04Zkjb5MmTMWjQoFzLO3XqBI3GDI8fN+GYIVlhoUtkoAYNGoSWLVvC0dERW7duxdatwPDhwKNHL7apXDnnw6drV8nCJANQvXp1NG3aVGtZ06aAhQXHDGmrVq0aqlWrprUsIiICDx8+xKRJk9CokTHHDMkKpxcjMkC//PILIiIisGTJEnFZ167ArVvAnv+/qXzPHuDmTX74UN44ZqgwVq9eDYVCgb59+3LMkOyw0CUyMPfv38eIESMQGhqKypUra60zNgZatMh53aIFv0akHF999RVMTExga2uL9u3bIzIyUlzHMUP5SUpKwtatW9GmTRt4e3sD4JgheWGhS2RggoODUbNmTQwePLjgjalcs7Ozw/Dhw7F8+XIcOnQICxcuRGxsLFq3bo39+/dLHR6VAZs2bcKzZ8/Qr18/qUMhKhW8RpfIgGzbtg27du3CmTNnoHj1jhCiVzRq1AiNGjUS22+99Ra6dOmC+vXrY9y4cWjfvr2E0VFZsHr1alSoUAFdunQpeGOiMohndIkMRGpqKr766isMHToU7u7uePr0KZ4+fQqVKmdW/6dPnyItLU3iKMnQ2dvbo2PHjjh//jyePXsmdThkwM6fP4/o6Gh8/vnnMHt1Em4imWChS2QgHj58iHv37iEsLAwODg7iz6ZNm5CWlgYHBwf07Nmz4B1RuScIOY9A5rcClJ/Vq1cDAPr37y9xJESlh5cuEBkIV1dXHDp0KNfy0NBQREREYN++fXBycpIgMipLnjx5gt27d6Nhw4YwNzeXOhwyUJmZmfjll1/wxhtvoF69elKHQ1RqWOgSGQhzc3O0bt061/J169bB2NhYXKdWq/UbGBmszz77DJ6envD394eTkxOuXr2KsLAw3Lt3D+vWrZM6PDJgO3bswOPHj3k2l2SPhS4RURnl6+uLX3/9FcuWLUNqaiocHR3RokUL/Pzzz2jSpInU4ZEBW716NaysrNCjRw+pQyEqVSx0iQzcunXreHaOdAoJCUFISIjUYVAZFB4eLnUIRHrBm9GIiIiISJZY6BIRERGRLLHQJSIiIiJZYqFLRERERLLEQpeIiIiIZImFLhERERHJEgtdIiIiIpIlFrpEREREJEssdImIiIhIlljoEhEREZEssdAlIiIiIllioUtEREREssRCl4iIiIhkiYUuEREREckSC10iIiIikiUWukREREQkSyx0iYiIiEiWWOgSERERkSyx0CUiIiIiWSoThe6tW7fQr18/eHt7w8LCAtWqVcPUqVOhUqm0trtz5w46deoEKysrODk5YdiwYbm2ISIiIqLywUTqAArj33//hUajwfLly+Hj44OLFy9iwIABSEtLw9y5cwEA2dnZeP/99+Hs7IzIyEg8evQIvXv3hiAI+OGHHyT+DYiIiIhI38pEoduhQwd06NBBbFetWhVXrlzB0qVLxUI3PDwcly9fRmxsLNzd3QEAYWFh6NOnD2bMmAFbW1tJYiciIiIiaZSJQleXpKQkODo6iu3jx4+jXr16YpELAO3bt0dmZiZOnTqFwMBAnfvJzMxEZmam2E5OTgYAqNVqqNXqUor+hefH0MexyhLmJW/MjW7MS96YG92Yl7wxN7oxL7pJkZfCHkshCIJQyrGUuOvXr6Nx48YICwtD//79AQBBQUG4desWwsPDtbY1MzPDunXr8Omnn+rc17Rp0zB9+vRcyzdu3AhLS8uSD56IiIiIiiU9PR2fffYZkpKS8v3WXtIzunkVmS+LioqCv7+/2I6Pj0eHDh3QvXt3sch9TqFQ5OovCILO5c9NmDABo0aNEtvJycnw8PBAu3bt9HK5g1qtxoEDB9C2bVsolcpSP15ZwbzkjbnRjXnJG3OjG/OSN+ZGN+ZFNyny8vwb+IJIWugOGTIEPXr0yHebKlWqiK/j4+MRGBiIgIAArFixQms7V1dXnDx5UmvZkydPoFar4eLikuf+zczMYGZmlmu5UqnU6yDW9/HKCuYlb8yNbsxL3pgb3ZiXvDE3ujEvuukzL4U9jqSFrpOTE5ycnAq1bVxcHAIDA+Hn54e1a9fCyEh7ZrSAgADMmDEDCQkJcHNzA5Bzg5qZmRn8/PxKPHYiIiIiMmxl4ma0+Ph4tG7dGp6enpg7dy4ePHggrnN1dQUAtGvXDnXq1EGvXr0wZ84cPH78GGPGjMGAAQM44wIRERFROVQmCt3w8HBcu3YN165dQ+XKlbXWPb+XztjYGHv27EFwcDCaN28OCwsLfPbZZ+L0Y0RERERUvpSJQrdPnz7o06dPgdt5enpi9+7dpR8QERERERm8MvEIYCIiIiKi18VCl4iIiIhkiYUuEREREckSC10iIiIikiUWukREREQkSyx0iYiIiEiWWOgSERERkSyx0CUiIiIiWWKhS0RERESyxEKXiIiIiGSJhS4RERERyRILXSIiIiKSJRa6RERERCRLLHSJiIiISJZY6BIRERGRLLHQJSIiIiJZYqFLRERERLLEQpeIiIiIZImFLhERERHJEgtdIiIiIpIlFrpEREREJEssdImIiIhIlljoEhEREZEssdAlIiIiIllioUtEREREssRCl4iIiIhkiYUuEREREckSC10iIiIikiUWukREREQkSyx0iYiIiEiWWOgSERERkSyx0CUiIiIiWWKhS0RERESyxEKXiIiIiGSJhS4RERERyRILXSIiIiKSJRa6RERERCRLLHSJiIiISJZY6BIRERGRLLHQJSIiIiJZYqFLRERERLLEQpeIiIiIZImFLhERERHJEgtdIiIiIpIlFrpEREREJEssdImIiIhIlljoEhEREZEssdAlIiIiIllioUtEREREssRCl4iIiIhkiYUuEREREckSC10iIiIikiUWukREREQkSyx0iYiIiEiWWOgSERERkSyx0CUiIiIiWWKhS0RERESyxEKXiIiIiGSJhS4RERERyVKZKHRv3bqFfv36wdvbGxYWFqhWrRqmTp0KlUqltZ1Cocj1s2zZMomiJiIiIiIpmUgdQGH8+++/0Gg0WL58OXx8fHDx4kUMGDAAaWlpmDt3rta2a9euRYcOHcS2nZ2dvsMlIiIiIgNQJgrdDh06aBWvVatWxZUrV7B06dJcha69vT1cXV31HSIRERERGZgyUejqkpSUBEdHx1zLhwwZgv79+8Pb2xv9+vVDUFAQjIzyvkIjMzMTmZmZYjs5ORkAoFaroVarSz7wVzw/hj6OVZYwL3ljbnRjXvLG3OjGvOSNudGNedFNirwU9lgKQRCEUo6lxF2/fh2NGzdGWFgY+vfvLy7/7rvv0KZNG1hYWOCvv/7ClClTMGHCBEyaNCnPfU2bNg3Tp0/PtXzjxo2wtLQslfiJiIiIqOjS09Px2WefISkpCba2tnluJ2mhm1eR+bKoqCj4+/uL7fj4eLRq1QqtWrXCqlWr8u0bFhaGb775BklJSXluo+uMroeHBx4+fJhv4kqKWq3GgQMH0LZtWyiVylI/XlnBvOSNudGNeckbc6Mb85I35kY35kU3KfKSnJwMJyenAgtdSS9dGDJkCHr06JHvNlWqVBFfx8fHIzAwEAEBAVixYkWB+2/atCmSk5Nx7949uLi46NzGzMwMZmZmuZYrlUq9DmJ9H6+sYF7yxtzoxrzkjbnRjXnJG3OjG/Oimz7zUtjjSFroOjk5wcnJqVDbxsXFITAwEH5+fli7dm2+190+d+bMGZibm8Pe3r6YkRIRERFRWVMmbkaLj49H69at4enpiblz5+LBgwfiuuczLOzatQuJiYkICAiAhYUFDh06hIkTJyIoKEjnGVsiIiIikrcyUeiGh4fj2rVruHbtGipXrqy17vklxkqlEkuWLMGoUaOg0WhQtWpVfPPNN/jqq6+kCJmIiIiIJFYmCt0+ffqgT58++W7z6ly7RERERFS+lYlHABMRERERvS4WukREREQkSyx0iYiIiEiWWOgSERERkSyx0CUiIiIiWWKhS0RERESyxEKXiIiIiGSJhS4RERERyRILXSIiIiKSJRa6RERERCRLLHSJiIiISJZY6BIRERGRLLHQJSIiIiJZYqFLRERERLLEQpeIiIiIZImFLhERERHJEgtdIiIiIpIlFrpEREREJEssdImIiIhIlljoEhEREZEssdAlIiIiIllioUtEREREssRCl4iIiIhkiYUuEREREckSC10iIiIikiUWukREREQkSyx0iYiIiEiWWOgSERERkSyx0CUiIiIiWWKhS0RERESyxEKXiIiIiGSJhS4RERERyRILXSIiIiKSJRa6RERERCRLLHSJiIiISJZY6BIRERGRLLHQJSIiIiJZYqFLRERERLLEQpeIiIiIZImFLhERERHJEgtdIiIiIpIlFrpEREREJEssdImIiIhIlljoEhEREZEssdAlIiIiIllioUtEREREssRCl4iIiIhkiYUuEREREckSC10iIiIikiUWukREREQkSyx0iYiIiEiWWOgSERERkSyx0CUiIiIiWWKhS0RERESyxEKXiIiIiGSJhS4RERERyRILXSIiIiKSJRa6RERERCRLLHSJiIiISJZY6BIRERGRLJWZQveDDz6Ap6cnzM3N4ebmhl69eiE+Pl5rmzt37qBTp06wsrKCk5MThg0bBpVKJVHERERERCSlMlPoBgYGYsuWLbhy5Qq2bduG69ev46OPPhLXZ2dn4/3330daWhoiIyOxefNmbNu2DaNHj5YwaiIiIiKSionUARTWyJEjxddeXl4ICQnBhx9+CLVaDaVSifDwcFy+fBmxsbFwd3cHAISFhaFPnz6YMWMGbG1tde43MzMTmZmZYjs5ORkAoFaroVarS/E3gnicl/9LOZiXvDE3ujEveWNudGNe8sbc6Ma86CZFXgp7LIUgCEIpx1LiHj9+jMGDByMuLg6RkZEAgClTpmDnzp04d+6cuN2TJ0/g6OiIgwcPIjAwUOe+pk2bhunTp+davnHjRlhaWpbOL0BERERERZaeno7PPvsMSUlJeZ7MBMrQGV0AGD9+PBYvXoz09HQ0bdoUu3fvFtclJibCxcVFa3sHBweYmpoiMTExz31OmDABo0aNEtvJycnw8PBAu3bt8k1cSVGr1Thw4ADatm0LpVJZ6scrK5iXvDE3ujEveWNudGNe8sbc6Ma86CZFXp5/A18QSQvdvM6mviwqKgr+/v4AgLFjx6Jfv364ffs2pk+fji+++AK7d++GQqEAAPG/LxMEQefy58zMzGBmZpZruVKp1Osg1vfxygrmJW/MjW7MS96YG92Yl7wxN7oxL7rpMy+FPY6khe6QIUPQo0ePfLepUqWK+NrJyQlOTk6oUaMGateuDQ8PD5w4cQIBAQFwdXXFyZMntfo+efIEarU615leIiIiIpI/SQvd54VrUTy/tPj5jWQBAQGYMWMGEhIS4ObmBgAIDw+HmZkZ/Pz8SiZgIiIiIiozysQ1uv/88w/++ecftGjRAg4ODrhx4wamTJmCatWqISAgAADQrl071KlTB7169cKcOXPw+PFjjBkzBgMGDNDLtbZEREREZFjKxDy6FhYW2L59O9q0aYOaNWuib9++qFevHiIiIsTra42NjbFnzx6Ym5ujefPm+Pjjj/Hhhx9i7ty5EkdPRERERFIoE2d069evj4MHDxa4naenp9ZMDEXx/JKIwt7NV1xqtRrp6elITk7mhe0vYV7yxtzoxrzkjbnRjXnJG3OjG/OimxR5eV6nFTRLbpkodPUpJSUFAODh4SFxJERERESUn5SUFNjZ2eW5vkw+MKI0aTQaxMfHw8bGJt9pyUrK83l7Y2NjeS3xS5iXvDE3ujEveWNudGNe8sbc6Ma86CZFXgRBQEpKCtzd3WFklPeVuDyj+wojIyNUrlxZ78e1tbXlPxodmJe8MTe6MS95Y250Y17yxtzoxrzopu+85Hcm97kycTMaEREREdHrYqFLRERERLLEQldiZmZmmDp1qs7HEJdnzEvemBvdmJe8MTe6MS95Y250Y150M+S88GY0IiIiIpIlntElIiIiIllioUtEREREssRCl4iIiIhkiYUuEREREckSC10JLVmyBN7e3jA3N4efnx+OHj0qdUiSmzZtGhQKhdaPq6ur1GHp3ZEjR9CpUye4u7tDoVBgx44dWusFQcC0adPg7u4OCwsLtG7dGpcuXZImWD0rKDd9+vTJNYaaNm0qTbB6NHPmTDRp0gQ2NjaoWLEiPvzwQ1y5ckVrm/I4bgqTl/I6ZpYuXQpfX19xkv+AgADs27dPXF8exwtQcF7K63h51cyZM6FQKDBixAhxmSGOGRa6Evn1118xYsQITJw4EWfOnMFbb72Fd999F3fu3JE6NMnVrVsXCQkJ4s+FCxekDknv0tLS0KBBAyxevFjn+tmzZ2PevHlYvHgxoqKi4OrqirZt2yIlJUXPkepfQbkBgA4dOmiNob179+oxQmlERETgq6++wokTJ3DgwAFkZWWhXbt2SEtLE7cpj+OmMHkByueYqVy5MkJDQxEdHY3o6Gi8/fbb6Ny5s1iYlMfxAhScF6B8jpeXRUVFYcWKFfD19dVabpBjRiBJvPHGG8KgQYO0ltWqVUsICQmRKCLDMHXqVKFBgwZSh2FQAAi//fab2NZoNIKrq6sQGhoqLsvIyBDs7OyEZcuWSRChdF7NjSAIQu/evYXOnTtLEo8huX//vgBAiIiIEASB4+a5V/MiCBwzL3NwcBBWrVrF8fKK53kRBI6XlJQUoXr16sKBAweEVq1aCcOHDxcEwXDfY3hGVwIqlQqnTp1Cu3bttJa3a9cOx44dkygqw3H16lW4u7vD29sbPXr0wI0bN6QOyaDcvHkTiYmJWuPHzMwMrVq14vj5f4cPH0bFihVRo0YNDBgwAPfv35c6JL1LSkoCADg6OgLguHnu1bw8V97HTHZ2NjZv3oy0tDQEBARwvPy/V/PyXHkeL1999RXef/99vPPOO1rLDXXMmEh25HLs4cOHyM7OhouLi9ZyFxcXJCYmShSVYXjzzTfx008/oUaNGrh37x6+++47NGvWDJcuXUKFChWkDs8gPB8jusbP7du3pQjJoLz77rvo3r07vLy8cPPmTUyePBlvv/02Tp06ZZBP7SkNgiBg1KhRaNGiBerVqweA4wbQnRegfI+ZCxcuICAgABkZGbC2tsZvv/2GOnXqiIVJeR0veeUFKN/jZfPmzTh9+jSioqJyrTPU9xgWuhJSKBRabUEQci0rb959913xdf369REQEIBq1aph/fr1GDVqlISRGR6OH90++eQT8XW9evXg7+8PLy8v7NmzB127dpUwMv0ZMmQIzp8/j8jIyFzryvO4ySsv5XnM1KxZE2fPnsXTp0+xbds29O7dGxEREeL68jpe8spLnTp1yu14iY2NxfDhwxEeHg5zc/M8tzO0McNLFyTg5OQEY2PjXGdv79+/n+svofLOysoK9evXx9WrV6UOxWA8n4WC46dw3Nzc4OXlVW7G0NChQ/H777/j0KFDqFy5sri8vI+bvPKiS3kaM6ampvDx8YG/vz9mzpyJBg0aYOHCheV+vOSVF13Ky3g5deoU7t+/Dz8/P5iYmMDExAQRERFYtGgRTExMxHFhaGOGha4ETE1N4efnhwMHDmgtP3DgAJo1ayZRVIYpMzMTMTExcHNzkzoUg+Ht7Q1XV1et8aNSqRAREcHxo8OjR48QGxsr+zEkCAKGDBmC7du34+DBg/D29tZaX17HTUF50aW8jBldBEFAZmZmuR0veXmeF13Ky3hp06YNLly4gLNnz4o//v7+6NmzJ86ePYuqVasa5piR6Ca4cm/z5s2CUqkUVq9eLVy+fFkYMWKEYGVlJdy6dUvq0CQ1evRo4fDhw8KNGzeEEydOCB07dhRsbGzKXV5SUlKEM2fOCGfOnBEACPPmzRPOnDkj3L59WxAEQQgNDRXs7OyE7du3CxcuXBA+/fRTwc3NTUhOTpY48tKXX25SUlKE0aNHC8eOHRNu3rwpHDp0SAgICBAqVaok+9wMHjxYsLOzEw4fPiwkJCSIP+np6eI25XHcFJSX8jxmJkyYIBw5ckS4efOmcP78eeHrr78WjIyMhPDwcEEQyud4EYT881Kex4suL8+6IAiGOWZY6Eroxx9/FLy8vARTU1OhcePGWtPdlFeffPKJ4ObmJiiVSsHd3V3o2rWrcOnSJanD0rtDhw4JAHL99O7dWxCEnGlcpk6dKri6ugpmZmZCy5YthQsXLkgbtJ7kl5v09HShXbt2grOzs6BUKgVPT0+hd+/ewp07d6QOu9TpygkAYe3ateI25XHcFJSX8jxm+vbtK34GOTs7C23atBGLXEEon+NFEPLPS3keL7q8Wuga4phRCIIg6O/8MRERERGRfvAaXSIiIiKSJRa6RERERCRLLHSJiIiISJZY6BIRERGRLLHQJSIiIiJZYqFLRERERLLEQpeIiIiIZImFLhERERHJEgtdIqJyrHXr1hgxYoTYrlKlChYsWCBZPEREJYmFLhFREWRnZ6NZs2bo1q2b1vKkpCR4eHhg0qRJEkVWPFFRUQgKCirRffbp0wcffvhhie6TiKgwWOgSERWBsbEx1q9fjz/++AMbNmwQlw8dOhSOjo6YMmWKhNFpEwQBWVlZhdrW2dkZlpaWpRwREZF+sNAlIiqi6tWrY+bMmRg6dCji4+Oxc+dObN68GevXr4epqWme/TIzMzFu3Dh4eHjAzMwM1atXx+rVq8X1EREReOONN2BmZgY3NzeEhIRoFaqZmZkYNmwYKlasCHNzc7Ro0QJRUVHi+sOHD0OhUGD//v3w9/eHmZkZjh49irS0NHzxxRewtraGm5sbwsLCcsX26qULCoUCq1atQpcuXWBpaYnq1avj999/F9dnZ2ejX79+8Pb2hoWFBWrWrImFCxeK66dNm4b169dj586dUCgUUCgUOHz4MAAgLi4On3zyCRwcHFChQgV07twZt27dep3/BURE+WKhS0RUDEOHDkWDBg3wxRdfICgoCFOmTEHDhg3z7fPFF19g8+bNWLRoEWJiYrBs2TJYW1sDyCn+3nvvPTRp0gTnzp3D0qVLsXr1anz33Xdi/3HjxmHbtm1Yv349Tp8+DR8fH7Rv3x6PHz/WOs64ceMwc+ZMxMTEwNfXF2PHjsWhQ4fw22+/ITw8HIcPH8apU6cK/B2nT5+Ojz/+GOfPn8d7772Hnj17isfSaDSoXLkytmzZgsuXL2PKlCn4+uuvsWXLFgDAmDFj8PHHH6NDhw5ISEhAQkICmjVrhvT0dAQGBsLa2hpHjhxBZGQkrK2t0aFDB6hUqtf5X0BElDeBiIiKJSYmRgAg1K9fX1Cr1flue+XKFQGAcODAAZ3rv/76a6FmzZqCRqMRl/3444+CtbW1kJ2dLaSmpgpKpVLYsGGDuF6lUgnu7u7C7NmzBUEQhEOHDgkAhB07dojbpKSkCKampsLmzZvFZY8ePRIsLCyE4cOHi8u8vLyE+fPni20AwqRJk8R2amqqoFAohH379uX5OwYHBwvdunUT27179xY6d+6stc3q1atz/Z6ZmZmChYWFsH///jz3TUT0OkykLbOJiMq+NWvWwNLSEjdv3sTdu3dRpUqVPLc9e/YsjI2N0apVK53rY2JiEBAQAIVCIS5r3rw5UlNTcffuXTx9+hRqtRrNmzcX1yuVSrzxxhuIiYnR2pe/v7/4+vr161CpVAgICBCXOTo6ombNmgX+fr6+vuJrKysr2NjY4P79++KyZcuWYdWqVbh9+zaePXsGlUpV4FntU6dO4dq1a7CxsdFanpGRgevXrxcYExFRYbDQJSIqhuPHj2P+/PnYt28fZs+ejX79+uHPP//UKlRfZmFhke/+BEHI1VcQBAA518u+/LqgflZWVrn2URRKpVKrrVAooNFoAABbtmzByJEjERYWhoCAANjY2GDOnDk4efJkvvvUaDTw8/PTupHvOWdn5yLHSkT0Ml6jS0RURM+ePUPv3r0xcOBAvPPOO1i1ahWioqKwfPnyPPvUr18fGo0GEREROtfXqVMHx44d0ypMjx07BhsbG1SqVAk+Pj4wNTVFZGSkuF6tViM6Ohq1a9fO87g+Pj5QKpU4ceKEuOzJkyf477//XudXzuXo0aNo1qwZgoOD0ahRI/j4+OQ6I2tqaors7GytZY0bN8bVq1dRsWJF+Pj4aP3Y2dkVKyYioudY6BIRFVFISAg0Gg1mzZoFAPD09ERYWBjGjh2b5+wBVapUQe/evdG3b1/s2LEDN2/exOHDh8Wbt4KDgxEbG4uhQ4fi33//xc6dOzF16lSMGjUKRkZGsLKywuDBgzF27Fj88ccfuHz5MgYMGID09HT069cvz1itra3Rr18/jB07Fn/99RcuXryIPn36wMioeB8DPj4+iI6Oxv79+/Hff/9h8uTJWjNAPP+dz58/jytXruDhw4dQq9Xo2bMnnJyc0LlzZxw9ehQ3b95EREQEhg8fjrt37xYrJiKi51joEhEVQUREBH788UesW7dO6xKBAQMGoFmzZujXr1+elwssXboUH330EYKDg1GrVi0MGDAAaWlpAIBKlSph7969+Oeff9CgQQMMGjQI/fr103oARWhoKLp164ZevXqhcePGuHbtGvbv3w8HB4d8Y54zZw5atmyJDz74AO+88w5atGgBPz+/YuVh0KBB6Nq1Kz755BO8+eabePToEYKDg7W2GTBgAGrWrAl/f384Ozvj77//hqWlJY4cOQJPT0907doVtWvXRt++ffHs2TPY2toWKyYioucUQnEu3CIiIiIiMlA8o0tEREREssRCl4iIiIhkiYUuEREREckSC10iIiIikiUWukREREQkSyx0iYiIiEiWWOgSERERkSyx0CUiIiIiWWKhS0RERESyxEKXiIiIiGSJhS4RERERydL/Aa/drQjjZGrGAAAAAElFTkSuQmCC",
+      "text/plain": [
+       "<Figure size 800x800 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "length = 10\n",
+    "\n",
+    "coordinates = [[  0.,    0.   ],\n",
+    "               [ 10.,    0.   ],\n",
+    "               [  5.,   -8.660],\n",
+    "               [ 15.,   -8.660],\n",
+    "               [ 10.,  -17.320],\n",
+    "               [ 20.,  -17.320],\n",
+    "               [ 25.,   -8.660],\n",
+    "               [ 30.,  -17.320],\n",
+    "               [ 35.,   -8.660],\n",
+    "               [ 30.,    0.   ],\n",
+    "               [ 40.,    0.   ]]\n",
+    "\n",
+    "coordinates = np.array(coordinates)\n",
+    "\n",
+    "boundaries = [[['Neumann', +1], [0, 1]],\n",
+    "              [['Neumann',  0], [1, 3, 6, 9]],\n",
+    "              [['Neumann', -1], [9, 10]],\n",
+    "              [['Neumann',  0], [10, 7, 4, 0]]]\n",
+    "\n",
+    "mesh = Mesh(coordinates, length, boundaries)\n",
+    "mesh.plot_triangles();"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import numpy as np\n",
+    "from utilities import *"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[[  0.           0.        ]\n",
+      " [ 10.           0.        ]\n",
+      " [  5.          -8.66025404]\n",
+      " [ 15.          -8.66025404]\n",
+      " [ 10.         -17.32050808]\n",
+      " [ 20.         -17.32050808]\n",
+      " [ 25.          -8.66025404]\n",
+      " [ 30.         -17.32050808]\n",
+      " [ 35.          -8.66025404]\n",
+      " [ 30.           0.        ]\n",
+      " [ 40.           0.        ]]\n"
+     ]
+    }
+   ],
+   "source": [
+    "coordinates = np.array([x,y]).T\n",
+    "print(coordinates)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Boundaries are specified with a list of lists, where each item in the list defines a boundary in the format:\n",
+    "\n",
+    "```\n",
+    "[coordinate_index, boundary_type]\n",
+    "```\n",
+    "\n",
+    "Each boundary can be defined using as many nodes as desired, though the boundary will retain its shape regardless of how many times the mesh is refined (this is logical, as refinement only subdivides triangles, thus the sides of a triangle always remain straight).\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "boundaries = [[['Neumann', +5], [0, 1]],\n",
+    "              [['Neumann',  0], [1, 3, 6, 9]],\n",
+    "              [['Neumann', +5], [9, 10]],\n",
+    "              [['Neumann',  0], [10, 7, 4, 0]]]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "mesh = Mesh(coordinates, length, boundaries)\n",
+    "# mesh.define_triangles()\n",
+    "# mesh.get_all_sides();"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[[0, 1, 2],\n",
+       " [1, 2, 3],\n",
+       " [2, 3, 4],\n",
+       " [3, 4, 5],\n",
+       " [3, 5, 6],\n",
+       " [5, 6, 7],\n",
+       " [6, 7, 8],\n",
+       " [6, 8, 9],\n",
+       " [8, 9, 10]]"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "mesh.triangles"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "9"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "len(mesh.triangles)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 800x800 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "mesh.set_initial_conditions(default=5, special_triangles=[[2, 3],[5,9]])\n",
+    "mesh.plot_triangles(fill_color='initial_conditions');"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 800x800 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "mesh.plot_boundaries();"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 800x800 with 1 Axes>"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 800x800 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "mesh.plot_boundary_sides()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([5., 5., 3., 5., 5., 9., 5., 5., 5.])"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "mesh.initial_conditions"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 800x800 with 2 Axes>"
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 800x800 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "mesh.plot_triangles(fill_color='initial_conditions')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "All triangles seem to be defined correctly!\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 800x800 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "mesh.try_triangles()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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IiEgUbBElIiIi0gAFJFDosI1PAf1vEmWLKBERERGJghVRIiIiIhIFu+aJiIiINIDLN6mPLaJEREREJAq2iBIRERFpgO6Xb+JkJSIiIiKiXGFFlIiIiIhEwa55IiIiIg1QriOquwlEuixLW9giSkRERESiYIsoERERkQYoIIWcOyuphS2iRERERCQKVkSJiIiISBTsmiciIiLSAK4jqj62iBIRERGRKNgiSkRERKQBCkih4GQltbBFlIiIiIhEwRZRIiIiIg2QCxLIBd0tMq/LsrSFLaJEREREJApWRImIiIhIFOyaJyIiItIAuY53VpJzshIRERERUe6wRZSIiIhIAxSCFAodLmiv4IL2RERERES5w4ooEREREYmCXfNEREREGsDJSupjiygRERERiYItokREREQaoIBudztS6Kwk7WGLKBERERGJgi2iRERERBqggBQKHbbx6bIsbdH/OyAiIiIivcSKKBERERGJgl3zRERERBogF6SQ63BnJV2WpS36fwdEREREpJfYIkpERESkAQpIoIAul2/SXVnawhZRIiIiIhKFXlVEz507h1atWsHDwwMSiQQHDhzI8LogCPD19YWHhwcsLCxQr149/PPPP+IES0RERESfpVcV0cTERFSqVAnLly/P8vWAgAAsWrQIy5cvx7Vr11CgQAE0atQI8fHxOo6UiIiI8psPk5V0+dB3ejVGtFmzZmjWrFmWrwmCgCVLlmDKlClo3749AGDz5s1wc3PDL7/8ggEDBugyVCIiIiLKhl5VRD/nxYsXCAsLQ+PGjVXHzMzM8O233+LixYufrIimpqYiNTVVlY6LiwMApKenIz09XWPxfbiWJq+Z1xj6PfL+9J+h3yPvT/8Z+j1q8/7ywv+ZHFLIddjZrMuytMVgKqJhYWEAADc3twzH3dzcEBQU9Ml8c+bMgZ+fX6bjJ06cgKWlpWaDBHDy5EmNXzOvMfR75P3pP0O/R96f/jP0e9TG/SUlJWn8mqR9BlMR/UAiybiUgSAImY7926RJkzB69GhVOi4uDl5eXmjcuDFsbW01Fld6ejpOnjyJRo0awcTERGPXzUsM/R55f/rP0O+R96f/DP0etXl/H3o0xaQQJFAIOly+Sc2yZDIZfH19sX37doSFhcHd3R29evXC1KlTIZWK07pqMBXRAgUKAIDqP/aD8PDwTK2k/2ZmZgYzM7NMx01MTLTyJqCt6+Ylhn6PvD/9Z+j3yPvTf4Z+j9q4P0P+/9KUefPmYfXq1di8eTPKlSuH69evo3fv3rCzs8OIESNEiUn/Bxe85+3tjQIFCmRo7k9LS8PZs2dRu3ZtESMjIiIiEt+lS5fQpk0btGjRAkWKFEHHjh3RuHFjXL9+XbSY9KpFNCEhAU+fPlWlX7x4gdu3b8PR0RGFChXCyJEjMXv2bJQoUQIlSpTA7NmzYWlpiW7duokYNREREeUHCh1PVlK8L+u/wxI+1dv79ddfY/Xq1Xj8+DFKliyJO3fu4MKFC1iyZIkuws2SXlVEr1+/jvr166vSH8Z29uzZE5s2bcL48eORnJyMwYMHIzo6GjVr1sSJEydgY2MjVshEREREWuXl5ZUh7ePjA19f30znTZgwAbGxsShdujSMjIwgl8vh7++P77//XkeRZqZXFdF69epBEIRPvi6RSODr65vlfz4RERGRNikEKRQ6XGT+Q1khISEZJlhn1RoKALt27cK2bdvwyy+/oFy5crh9+zZGjhwJDw8P9OzZUycx/5deVUSJiIiIKCNbW9scrfQzbtw4TJw4EV27dgUAVKhQAUFBQZgzZ45oFVGDmaxERERERJ+WlJSUaZkmIyMjKBQKkSJiiygRERGRRsghgRy6W0dU3bJatWoFf39/FCpUCOXKlcOtW7ewaNEi9OnTR0sRZo8VUSIiIqJ8YNmyZZg2bRoGDx6M8PBweHh4YMCAAZg+fbpoMbEiSkRERKQBYk1WyikbGxssWbJE1OWa/otjRImIiIhIFGwRJSIiItIAOdQft/ml5ek7togSERERkShYESUiIiIiUbBrnoiIiEgD8vpkpbxI/++AiIiIiPQSW0SJiIiINEAuSCHXYSulLsvSFv2/AyIiIiLSS6yIEhEREZEo2DVPREREpAECJFDocB1RQYdlaQtbRImIiIhIFGwRJSIiItIATlZSn/7fARERERHpJbaIEhEREWmAQpBAIehu3KYuy9IWtogSERERkShYESUiIiIiUbBrnoiIiEgD5JBCrsM2Pl2WpS36fwdEREREpJfYIkpERESkAZyspD62iBIRERGRKFgRJSIiIiJRsGueiIiISAMUkEKhwzY+XZalLfp/B0RERESkl9giSkRERKQBckECuQ4nEOmyLG1hiygRERERiYItokREREQawOWb1McWUSIiIiISBSuiRERERCQKds0TERERaYAgSKEQdNfGJ+iwLG3R/zsgIiIiIr3EFlEiIiIiDZBDAjl0uHyTDsvSFraIEhEREZEoWBElIiIiIlGwa56IiIhIAxSCbtf2VAg6K0pr2CJKRERERKJgiygRERGRBih0vHyTLsvSFv2/AyIiIiLSS6yIEhEREZEo2DVPREREpAEKSKDQ4dqeuixLW9giSkRERESiYIsoERERkQbIBQnkOly+SZdlaQtbRImIiIhIFGwRJSIiItIALt+kPv2/AyIiIiLSS6yIEhEREZEo2DVPREREpAEKSHS71zyXbyIiIiIiyh22iBIRERFpgKDjBe0FtogSEREREeUOK6JEREREJAp2zRMRERFpgELQ8WQl7qxERERERJQ7bBElIiIi0gDurKQ+/b8DIiIiItJLbBElIiIi0gCOEVUfW0SJiIiISBSsiBIRERGRKNg1T0RERKQBCh3vrMS95omIiIiIcoktokREREQawMlK6mOLKBERERGJghVRIiIiIhIFu+aJiIiINIBd8+pjiygRERERiYItokREREQawBZR9bFFlIiIiIhEwRZRIiIiIg1gi6j62CJKRERERKJgRZSIiIiIRMGueSIiIiINEKDb/d8FnZWkPWwRJSIiIiJRsEWUiIiISAM4WUl9bBElIiIiIlGwIkpEREREomDXPBEREZEGsGtefWwRJSIiIiJRsEWUiIiISAPYIqo+togSERERkSjYIkpERESkAWwRVR9bRImIiIhIFKyIEhEREZEo2DVPREREpAGCIIGgw+5yXZalLWwRJSIiIiJRsEWUiIiISAMUkEABHU5W0mFZ2sIWUSIiIiISBSuiRERERCQKds0TERERaQDXEVUfW0SJiIiISBRsESUiIiLSAC7fpD62iBIRERGRKNgiSkRERKQBHCOqPraIEhEREZEoWBElIiIiygeKFCkCiUSS6TFkyBDRYmLXPBEREZEG5PXJSteuXYNcLlel7927h0aNGqFTp06aDi3HWBElIiIiygdcXFwypOfOnYtixYrh22+/FSkiVkSJiIiINELQ8WSlDy2icXFxGY6bmZnBzMzss3nT0tKwbds2jB49GhKJeJOeOEZUB+Ry4MIF5fMLF5Rp0i/8GRKJi3+D+o8/Q+3x8vKCnZ2d6jFnzpxs8xw4cAAxMTHo1auX9gP8DIOsiK5cuRLe3t4wNzfHV199hfPnz4sWy759QJEiQIsWynSLFsr0vn2ihURq4s+QSFz8G9R//BlqV0hICGJjY1WPSZMmZZtn/fr1aNasGTw8PHQQ4acZXEV0165dGDlyJKZMmYJbt27hm2++QbNmzRAcHKzzWPbtAzp2BF69yng8NFR5nH+AeR9/hkTi4t+g/stPP0MBgCDo8PG+XFtb2wyP7Lrlg4KC8Mcff6Bv375a/z/JjsFVRBctWoSffvoJffv2RZkyZbBkyRJ4eXlh1apVOo1DLgdGjFD+ovzXh2MjR7JrIi/jz5BIXPwb1H/8GeZNGzduhKurK1p8aKIWkUFNVkpLS8ONGzcwceLEDMcbN26MixcvZpknNTUVqampqvSHAb/p6elIT0/PdSwXLgCRkYCFhTJtYZGG7du3IyW1FyRS5cFXoYCLG2BqkjFv2fLlsWLd5gzHhvTtifv37mVbbs++/dGr7wBVOjEhAS0b5mw23PK1G1GuQkVV+s9TJ+E3ZeJncihZWlri8OnzqiUhHoW8xaJ5/jhy8Lds89at3wB+cwIyHOvUqineRURkm3fMpClo2aa9Kv3i2VP0+aFLtvkAYPfBI3BxdfuY/mUbVgUuznBOWjoQEw1IpICgSEByqhQ//1wbJibuAKoAAN69A86dA77+OkfF5mkfft+/5Pc+rzP0ezS0+/v3+6ggpEJqtA1bt/6BlJRukEjtAPB9FNCj91EhHSmpcvz2W1tYWDRSnaOp99G88HuvgAQS6HBnpVyUpVAosHHjRvTs2RPGxuJXA8WPQIPevXsHuVwONze3DMfd3NwQFhaWZZ45c+bAz88v0/ETJ07A0tLyi+LZsUP5ryAI2L17N3bv3gdBIQcQozonOjJzPns7Wzy+fTXDsdchwXgb9ibbMoOePMyQNykpKUf5AODZP7dhIk9RpV88vJejvBYWFhnKfPb3DYQ8f5qjvKFBzzPda9jrUERGZvEf8x9Bjx9kyBscnLP/IwB4cvcGop2dP17ryYPs8yqAo0ePolSp55g7d65qlmFcHHDkSI6K1QsnT54UOwStM/R7NKT7+/A+um/fPmzZsgV7975/QUhSncP3Uf15HxUE5e/n4sW/ws7OTnVcE++jSUlJ2Z9E+OOPPxAcHIw+ffqIHQoAA6uIfvDfZQgEQfjk0gSTJk3C6NGjVem4uDh4eXmhcePGsLW1zXUMFy58HJQNAArFwY+LyErMITVS/gHa2gDG//km7+TmAbvCZTIdc46OybZcR0/vDHlNEhPg7Or2mRwf2XuVyJDXISgsR3ktLC1hV7gMBIUccSGPYetVEk4ehXKU19HdK/O9uhaAxCj7X037/9yrnWCW83stVAp2Lq6qtIPn3Ux5ZelAXDygkEcBwsdv2o8ePULnzokwNu4MADh82HBaRE+ePIlGjRrBxMQk+wx6yNDv0dDu78P7qCCEISXlx0yvS43cAAnfR/XhfVRQpEBQxAIAYmJiMHJkS6Sk2KjO08T76H+XMBJDXl/QHlD2EgtZjZUQiUTIS9F8obS0NFhaWmLPnj1o166d6viIESNw+/ZtnD17NttrxMXFwc7ODrGxsWpVRBMSEjB16lTs3r0bUVFRKF26NEJCJiI6uisEATA3fw2ptMT7b2wSWLvvh5tHeaxdB0gNZKSuoJAjNugB7AqXgURqJHY4aklKTMCWNSvw9OF9PHl0H7HR0egxYBj+OFMXrx9nteNEIQAP4OVliRcvACP9ut0spaen48iRI2jevLlBVGKyYuj3qO/3d/XqVUybNg0XL16EIAioVq067t+fhYiI9QA2AgCkUikUCgUAwMS6CwqV8uf7qJZl9f7Yc+Aw9B40ItO5jx/cw+rFAbh/9zaMjI1QpXotvHwzGq+f9IdCppw0PGHCBAQGzkRysgkkEqBgQWjkfTS3n9+a8KHsinvGwsjy8xOFNEmelIq7nRaIcs+aYiB/ukqmpqb46quvMnVLnTx5ErVr19Zq2e3bt8fmzZvh4+ODo0ePonr16oiK+h6C8AskEkAicUHXrl3fny0gOWoGfuorGMybp76LjYnBob07kZ6ehq/rK8cuSSRA0ruRqnOkJqVRtWrV96lgAAuwZIlhVEKJxHbt2jXUrVsXycnJ2Lp1K7Zu3YrU1BRER3+HD5VQidQmw1aE6Ql70LnTW76PallW749ZCXrxDCN/+gGy9HT4zg/EBN+5eBX0AhEvOqoqoVJpXfzvf/8DoHyPBcD30XzO4LrmR48ejR9//BHVqlVDrVq1sGbNGgQHB2PgwIFaK/PIkSM4efIkfvnlF3z//fcAgPr16yMoKAg3boyDhUUXREUBzZo1w8aN5yEITyBPvYnk2MMAWmotLsq5Ah6e+P38TUgkEsRER+Hwvt149M/fiIkKfX+GBPaey9G79wPcvHkHgBympnNRvXpvAF4iRk5kGKZNmwZ7e3scO3ZMNT6/QYMGcHJyUp1j5TQU339fE7t/PQVB/g6AAgd3DEWTZntEijp/yOr9MSsbVy6Biakp5ixbAytrZbe7i7s7BnX7MBlKChOThZBIlO+rBQsqK6Ht22d5Ob2kECSQ6LBrXpe7OGmLwX2P7NKlC5YsWYIZM2agcuXKOHfuHI4cOYLChQtrrcz9+/fD2to6wzd1AOjduzeiol5jx44rOHwYMDExgb//AtXrqxbPRUpystbiopyTSCSZxhFfu/hxI4TvmrbEzFle8PLyQv0mPwAA0tKSMWHCBJ3GSWSo/vrrL9SrVy/DJNEjR45AJpMBANw9veA/vxsAYOi4+apz/rlzC7euXdZtsPlMVu+P/yWTyXDp3BnUbdBUVQkFgN92bVc979+/H44erQRAOSb0xQvDqoRS7hhcRRQABg8ejJcvXyI1NRU3btxA3bp1tVrevXv3UKZMmUzLIFSsqFzC48GDe6pB2GPHNkPTpk0BAO/ehmHHpjVajY1y78PkMhNTU0zwm4Oy5ZTHR00eCls7ewDAjh07cOHDnnVElGtpaWkZFuFOSkrC2LHjVOnm7TqiYiVTAED7LrVRpkIl1WuzJn2ccErieP0qGKkpKShWspTq2MN7d3Hst72q9NSpU1SfhV9/bZjd8TpdzF7Ien1WfWOQFVFdi4yMhKOjY6bjH479dwmNxYsXqyqtOzetQ3xcrPaDpByLjHibId136GiYmZur0ja2dvhp6McPvilTpugsNiJDVbZsWVy+fFk1ESkgIAChoR+34vEoWCjD+TMXrVS10kVGhOP4of26C5YyiYuJAQDY2NoDUK5WsyxgVoZz8sKalZT3sCKqIZ/rtvjva6VLl8awYcNQoXJVTJi3ClY2+jnTzVAFPX+meu7k4oouPTNvgdayQxcUK1kaXzduidmLV+gyPCKDNGzYMDx+/BhDhw5FaGgogkJCP85mASCRZPy4cnZ1Q7O2HSE1MkKdFp3xTcPmug6ZsvDh8y4hPh7S92tqOTu7ZHiN6N/49UQDnJycslw4OCoqCgCybC2dPXs2fOUCztx+huj4JDjZWmk9TsoZj5LlAQAFixTDmKmZNzsAACMjI6zc+iviU+WISpUgMSUNVuamugyTyKD06dMHERERmDVrlmpL5kJFS6CAuzuu/nUuy7UtR0+diX4jJuD6s3A8Do1E5eIeug6b3rO1twcAxMVGAwBMLSwxfu5ypL5+jJNHDmL37t2wf3+OIdOHdUTzGraIakCFChXw4MED1aD6D/7++28AQPny5TPlMTc3h62VBUoXckVCUhpkcoVOYqXPkykUeBaq/FLRoGlzVKn+v0+ea2ZuDkdbS0TFJ+Hxq+y30iOiz5swYQLevXuHP85dxJJffseaXQfhVsAD5haWKFU28/uosbExHBzs4e3hiLCoeEQncPKnWDwKFoKZuTmeP3kMAAiPTkBhN0f07v49YmJiULx4cZj/a4gT0QesiGpAu3btkJCQgL1792Y4vnnzZnh4eKBmzZqfzOtdwBHujjYIi4xF8Mvn2g6VsvHs9TukpctzfL5UIoGTrSWehr7Ds6BQvH79WovRERk+qZExBCsnuBZwR2xkBE6fOIyWHTpnGKf9X0ULOMLCzAT3nr/BpbOndRgtfWBsbIzadb/D+VPH8TYiCqYmxihdyBWvXoXgzJkzaJ9Ppsd/aBHV5UPfsWteA5o1a4ZGjRph0KBBiIuLQ/HixbFjxw4cO3YM27Ztg5GRkWoA/n+ZmhgjJvQpJo8ZjbjoSGw/9EeGpS9IN1JTUvB98/ooWvl/KFlGOT0+6PlT/HnyKADgf1/Xg5lZ1l3vlmYm2LtzO/pt+RnffvMNfvvtgK7CJjIY9+7dg4+PD6Qm5ihcoSYSIl9j56Y1KFioCPoMGfXZvFKpFImhD7DMfxqSE+Lgv3Q16tRrqKPI84crF84iOTkJyYmJADK/P5pbWKDX4BH4qWNLjP6pK8ZP8cGFqOeYPn06nJ2dMWbMGDHDpzyMFVEN2bdvH6ZMmYLp06ertvjcsWPHv3ZT+rRdWzch+JmyO2Pr2pUYOIprU+ranGnjEBUZgahTh3D91CEAwJ8njuLPE8o32h1H/kQBd/cs86ampuDg9nWIjY7CwYO/qfb6JqKcS01NxaFDh5Ceng7s+gXuBb3QumM3dOszABb/Wlv0U/7YvxPJCcq9xudNn4gDf16FlFsuacwi/+l4+zpUlf7v+6O7Z0HEREVCJktHaNBzjB7UB1ZWVvjuu++wYMECuLi4iBU65XGsiGqItbU1li5diqVLl6qdd8GC+fj990NITU3Fr9s2omX7LihYuIjmg6QshYYE4c+Tx1TpsT7+aNm+S6bzBEXWXfaWllYYOHI8Zk9Vrnk4YsRI3L17h0uVEKlh586dykoogLoNm2LGwuVq5fedvwxt69eEQiFHXGwMNq0KRJ8hI7UQaf606+jZz74ul8szLNe0atUq9OvXT9th5TncWUl9/LqYBxQpUgRjx44FoNydYsXC2SJHlL9MHz1EtSqwu6dXlpXQ7DRs0Qaly3/YwOA+Vq9erdEYiQzZkydPVF/iTUxNMWj0RLWvYWtvjw7deqjS2zesRlJSgsZipM87+tuvePrwPgCgUqXK6NOnj8gRkb5gRTSPmDhxItzdlUuPXDp7OsP2kqQ9F06fxLPHD1Vpn/mBubqOVCrFsAnTVOlp06dnuaQXEWU2evQYVWto15794O5ZMFfXGTRmEiytrAEAcpkMMyZ8fmwpaUZCfDzWBi5UpQMDl8LIELdNygHurKQ+VkTzCGtrawQEzFOll8/3h+z9GzNph0KhwDyfSar0V/+rg9LlKuT6euUqVkGjlm0BADHR0fD19f3CCIkM3/Hjx/H778px2c6ubujWZ0CuryWVSjFm6kxV+vK5M3j+5NEXx0ift2XNcsRGK9fN7tSps9a31SbDwopoHtKtWzfUqFEDgHJG4sE9O0SOyLBtWLEY8XExAACpkRF85qk/vve/+g8fCzNzCwDKMVL37t374msSGar09HSMHPmx1XLAyPE5mpj0OQ2at4JXkaKq9PQxQ7/oevR5IS9fYN8vmwEo18eePz9A5IjEpWyl1OXyTWLf8ZdjRTQPkUqlCAz82DW8YeUSxLz/lkmalZAQjx0b16rSnbr3Uu0M8iVc3Aqge99BAJSD90eMHAnBEN4piLRg1apVePjwAQCgTIXKaNi8tUauO2Phx213XwW9wInfD2jkupTZioWzVZu5jBs3DoULFxY5ItI3rIjmMTVr1kSPHsoB94mJCbh55ZLIERmmmRNGQi5XvnlaWdtgwEjNLZnV+cc+cPPwBADcuHEDwcHBGrs2kaF49+4dfHx8VOnhE6ZpbC9y7+IlUPvbBqr0wV93auS6lNHVv87h8rkzAAAPD09MmMClB0l9rIjmQXPmzEGTps2wcP1uVP36O7HDMUhV69SDiZlyp5bR02ZqdL1BM3NzDBkzGU3adsHqXUfg5u6psWsTGQozMzO06dwNxiYmaNKqHcpUqKTR60+duxAOTi6o16EXBvku0ei1SamAZyFUrV0PADB/fgCsrKzEDSgP4M5K6uNCh3mQh4cHjh09gnsvwnD9cQhsLM1gxIWZNUahUMC9fB1M/nkf4p/eRIOmLTVeRt2GTVDnu0YICY/F8zfvULZwAY2XQaTPkmRAs+/74psmreFgb6fx61taWmP/6Ut4EByO4PAYFHZ1gLWlmcbLyc+MrB0wf/kamCS+xdd16ogdDukpVkTzsGKeTggOj8a72ES4OXDbT00JDo9BUmo6apT0gmOVklorx0gqhb21OR4Gh8PDyQ721hZaK4tIn8jkCjwMDodMrkDx4sW1WlYJD2e8iYzF/eBw1CjtpdWy8pOk1DRIIEGZwm5wdywhdjh5hvD+ocvy9B2b2fIwC1MTlCnshsSkFOzbuQ1paalih6TXFAoFEhKT8DT0HVzsrOBo92Wzc3PCzsoc8SlpuHznATZv3qz18ojyOrlcjpCIGARHxMDV3lrr5RkbS1GioAvexSYgYJYv7t+9pfUyDZ1MJkNETCKKujuiABtJ6AuxIprHvXr6AD6Df0DgHF/8um2T2OHotWXzZqJdveq4duoQyhRy00mZEokE10//jg5NvkXv3r1x/fp1nZRLlBelpKSgYsWKmDZtOiBPg6mJbjrlooIeY+mILjiyZxv8xo/QSZmG6tnjh/ihVQPc+es0ShZ00dgEM8q/WBHN4+xsbRAa/BIAsHXtCkRGhIsbkJ6KjnyH33ZvR3paKo5vX4VLp49ln0lDBLkMSYkJEAQBw4cP53JOlG8tXrwY9+/fx/Z1K7A5cK7OynV1d0daSjIA4O2b19i/c5vOyjYkgiBgWcAsvH0dikV+E3Bw3x6xQ8pzOFlJfayI5nEVK1ZE//79AQDJSUlYG7hA5Ij0k++44VAoFAAAOwdHNGjeSmdlt+vSXbXA9qVLl7BzJ5eSofzn9evX8Pf3B6BcM/mHL9hBSV3unl5o0PTj3/zqRXNVa19Szp0/dQK3r10GAHh7F0WXLl1EjogMASuiemDmzJmwe7/Y+rGD+/Dw3l1xA9Iz/9y5hTs3rqrSk2fN12n5xiYmGDp+iio9btx4JCYm6jQGIrFNnjxZ9XvfquP3KFqilE7LHz9jLkxNlbPmU1NTsMBvSjY56N9SU1OxctEcVXrRooUwNzcXMaI8ShDhoedYEdUDzs7O8PvXvuVL585g964afMcPVz0vWaYcan79rc5jqFnnW1W5oaGvEBCQv7fBo/zl6tWrqsl61ja26D1Y9+M0TU1N0XfYaFX6+KF9iHj7Rudx6Ktft21AWOgrAMB3DRqgTZs2IkdEhoIVUT0xePBglCpVGgDw4O/b+OPIQZEj0g/7d25FRJjyw0YikcBv4UrRYhkybgqMjJSTMwICAhAUFCRaLES68mFs9Ae9B42AvYOjKLF07vETnFzcVHFNH8196HPiXfhbbF2rfO+USqVYumQJJyl9iq7Hh3KMKOmKiYkJli5dokqvXjwPSUns3v2ctLQ0rFo0T5Vu1KI13D3F2+WoUJGi6NBNuX1rSkoKxo0bL1osRLryyy+/4MqVKwCAQt7F0KZzN1HjmT53ser5g3t3cP3SBRGj0Q9rli5ASrJystegQYNQvnx5kSMiQ8KKqB5p0qQJWrRQ7gIUGRGOHRvWiBxR3rZwxlSkpaYAAExNzTDWZ042ObTvx/5DYfe+NWjPnt04d+6cyBERaU9CQkKGL1xDx02BsYmJiBEBlarVQPlKVVVp/yljRYwm77t/9zZO/L4fAGDv4AA/Pz+RIyJDw4qonlm0aCFMTExgZGyMtHTO+vyUpKQEnPj9gCrdf+Q4mJqaihfQeza2tuj3fpyavaMT3kVGiRwRkfYsX74cb968BgD8r2591KhTV+SIlPwWrYDk/bbJUiNjJCUliBxR3rVm6ceVWmb4+cHJyUnEaPI+QdD9Q99xi089U7JkSaxduxZ2HkURK1hAIQiQcqxOJpaW1ugydDL2r1sMW1sbdPyhl9ghqTRr2wnx8fGoUrcpylcrJ3Y4RFrzY+9+uP00BL/v3oYhYyaLHY6Kk7MLeg4YiiSFMUrUbABIuQf9p/QdNx17N6zE25AXGDhwoNjhkAFiRVQP9ezZEwnJqTh9+ymi4pPgbGsldkh5TmhkLIpUqoWNh9rCQpq3Wo6NjIzwfa9+eBeXiIch4fBwsoW1BT8IybAoFAKC3sWjRdc+6NV3ICwstb+lrjp6DRyOtHQZzv39Ag9D3qJqiYJih5TnpKbLYO/khk1btsLJygQmIg+r0Ae6XmSeC9qTaKwtzFC6oAsSk9MgkyvEDidPkSkUeBwcAXsrc3i42MPByVnskLLkaGOJ6PhkPAl9J3YoRBr3OjIWL8Ki4GpvlecqoR+YmhijaAFHhMckIiouSexw8py30fEo5GqPgs52sLJigwdpByuieszb3QmOlqZYs3wJjh/aL3Y4ecLdm9fw4NkrpKbLULawbvaTzy2pRAInW0tcuf0PunzfDY8fPxY7JKIvJpfL8fDRYzwIDodUKoG5ad5uRStSwAGmRhL4Tx2PEX3EndGfV0RFvsPbiEiYmZigTCE3SKX63+pGeRe75vVYUmICBndrhZDgYNg5OKJOvYawtrEROyzRpCQnYXT/HhAEAc269kHTGnl/eaRn929j/JCfkJaSgsT4ePz++yGxQyL6IuvXr8fQoUPRqO33GDBspNjh5MiCYV2QlBAPADh36gTqNmgsckTiWjLbB7dvXMOo8VPQ8ZsKYoejX3S9tie75klMdnZ2qPW/WgCA2OgobFmzXOSIxDV7yjjI0tMhl8lwau821d7yeVmpshVga2sHADh8+HccO3ZM5IiIci8mJgaTp0xBeno6juzZgqBnj8QOKVtSqRRly1dUpQN8J+nFe4e23Lp2Gef+OI646CisXDwPCQlcUYC0ixVRPTd/foBqv9+92zcj+OVzkSMSR/CL5zh36rgqPXzidEilef/X28LSEgNGfmy5HTlyFNLT00WMiCj3ZsyYgch3yjHP9Zu0QMWq1UWOKGd85i+D1MgIAJAQF4v1yxeJHJE45HI5ls2bqUrPnTMHtra2Ikakf7h8k/ry/ic1fVahQoUwfryyIiOXy7BywWyRIxLH9DFDVM89ChZCs7YdRYxGPQ2bt0bZilUAAI8ePcTKleJtQ0qUW48ePcKyZcsAAKZmZhg4aoLIEeWcja0tOnfvo0rv3LQWCe+76vOTw/t24/kTZSt2lSpV0atXL3EDonyBFVEDMH78eHh6KpceuXz+T1y5cFbcgHTs3B/H8fLZE1V6xkL9GqIgkUgwfMI0VdrH1xfv3nEmPemXUaNGQSZTLpX2fe/+cHP3EDki9fQfOQ5W1sox9nK5HDPGjxA5It2Kj4vL0BIcGLhUL3qV8hxBhIee42+ZAbCyssL8+QGq9PKAWZDlk+5dhUKBAN9JqnT12t+geOmyIkaUO6XLV0TT1u0BALExMZg2bVo2OYjyjiNHjuDo0aMAAGe3Avi+V3+RI1KfVCrF2On+qvTVv87h6cP7IkakW1t+XobYmGgAQJcuXfH111+LHBHlF6yIGoiuXbuiVi3lxKWQoBfYv2ubyBHpxtqlC5AQHwdAuVD89HlLRY4o9/oNH6tab3HNmjW4e/euyBERZS8tLQ2jRo1WpQeNmgBzCwsRI8q9+k2ao3DR4qq0z9ihIkajO0EvnmHfjq0AAAsLCwQEzBM5IspPWBE1EBKJBIGBgar0plWBiImKFDEi7YuPi8PuretV6c4//gQbPR5Y7+Tiiu59BwNQtvSOGDESgiGMRCeDtmLFCjx+rBxXWL5yVXzXtKXIEX2Zfw/tCQ0JxrHf9ooYjW6smD8bcrlyWMWECRNQqFAhkSPSXx92VtLlQ9+xImpAqlWrhl69esHMzAwN23aFmbl+tkrk1KG9OyGXywEA1ja26DdirMgRfbmO3XvD3dMLji5uaN/1B7HDIfosQRCw/ZdfACi/DA+bMB0SiX5/MBYuWhzffKdcR9SxQEF4lywjckTa9fbNa/x9+wYAoGBBL4wbN07kiCi/4YL2BmbevHkYPX4SnrxLQapCAkOuijZq1w3RCgsc3xKIsdNmGcTAejMzM8xZtgZSSzs42dsjJV0Gizy+Mw3lb0s37MCK5SuQnhiDUmXLix2ORkyZvQB//nESUvfSkJnbiR2OVjm6uCFg415c+G0b2rVqAcs8uh2rXmFHllpYETUwrq6ucHV1hfRlGK4/fgUbSzMYGUAF7b8UCgUehISjUs2vMbh3d0gMaAu6IsVKQKEQEBweg2ehkSjvXUDskIiy9DY6ASHv4tH9p/6wMjcVOxyNMbewRNNWbfAoJBwvwqLg5WoPWytzscPSircxCShbwhsDN2+CsZHhfVZQ3sffOgNVzMMZLnZWeBebaJAz6F++jUZSSjrKFnIzqEroB1KpBPbW5nj8KhwxCclc5J7yHJlcgYfBbyFXCAZVCf23Yu7OMDM2xoPgcKQkJ4kdjsYlpqTBSCJBmUJurISSaPibZ6DMTY1RyMkS234ORO+OLZCamip2SBohk8kwe+o43H8aDFd7azjaGm43kr21BZ49f462bduiX79+YodDpHL27Fn8cf4SgiNi4epgLXY4WmNsLEVhVxtsXOCDZrUr4587t8QOSWNOHT2EFyGhKOruhAIONmKHYzA4WUl9rIgaMP9pE3Fox0aEvHyOPf+aXa7PAuf64cSh/Vg0vCv+PnNQ7HC0Kj09DXPG9MPZUyewefNmXL16VeyQiJCcnIyePXuhRYO6+GXlfEgEudghadVq/0l4eP08BIUCvuOHix2ORjx5eB+zJo3GxN4dcOX0Eb2fYEb6jRVRAzZlyhQYvd8/edu6VYh4GyZyRF8m8l0EDu3dBQBQKOSQSgx7RLiJiSl+fL+cEwAMGzYMCoVCxIiIgEWLFiEo6CUUCgXehb2CsbFhT6YbM22WqqIWEfYG+3duFTmiLyMIApbNmwlBEJAQH4eUxPy3lalWcWcltbEiasDKly+PQYMGAQBSkpOxJnCByBF9Gd+xwyC8r4g5ODrjx36Ds8mh/1p3+l61wPbVq1fxy/ulcojEEBoaitmzZwMApEZGGDpuisG3prm5e6BRi9aq9OpF85CWliZiRF/m7MmjuHvzGgCgWLHiGD7cMFp5SX+xImrg/Pz84ODoCAA4+fsB/HNXP8c43b15DX/fuq5KT5mt35XqnDI2McGw8VNV6fHjJyAhIUHEiCg/mzRpEpKSlJN22nTqBu/iJUWOSDfG+syBqZkZACA1NQULZkwWOaLcSU1JwapFc1XpxYsXwez9fZGmSER46DdWRA2co6MjZvj5qdLL583Sy+7dGRNGqp6XKlcB1Wrln32Qq9X6GrW+/Q4A8ObNa8ydOzebHESad/nyZWzdquyWtrG1Q+/BI0SOSHdMTU0xYOR4Vfrk77/h7ZvXIkaUO7u2rFfF3ahRI7Rsqd+7YJE4YmJisG7dOkyaNAlRUVEAgJs3byI0NDRX18t1RfTp06c4fvw4kpOTAYBbEeZhAwcORNmy5QAAD+7dwR+HfxM5IvX8un0T3oW/BaDcvWXGwhUiR6R7Q8ZMhrGxctnfBQsW4MWLFyJHRPmJQqHI0IXbZ8hI2NrZixeQCDp06wkXN+WavoIgYNpo/RoaFP72DbavXw0AMDIywpIlSwx+WAVp3t27d1GyZEnMmzcPCxYsQExMDABg//79mDRpUq6uqXZFNDIyEg0bNkTJkiXRvHlzvHnzBgDQt29fjBkzJldBkHYZGxtj6dIlqvTqJQFISkoULyA1pKWlYc2S+ap045bt4ObuIWJE4ihYuAg6du8NAEhNTcXYsdyGj3Rn27ZtuHZNOa6wSLESaNXxe5EjEsf0eUtVzx/fv4crF86KGI161iyZj9QUZcPR4MGDUbZsWZEjMlAGPllp9OjR6NWrF548eQJz84+bPDRr1gznzp3L1TXVroiOGjUKxsbGCA4OzrAVWJcuXXDs2LFcBUHa17BhQ7Ru3QYAEPUuAgd2bhM5opyZ7zsJaWnKNVDNzMwxZvoskSMSz4/9BsPe0QkAsG/fXty8eVPkiCg/SEhIwIQJE1XpYROmqVrn85sKVb5CxarVVelFs6aJGE3O/XPnJv44olzuzsHREb6+vuIGRHrr2rVrGDBgQKbjnp6eCAvL3co8aldET5w4gXnz5qFgwYIZjpcoUQJBQUG5CoJ0Y+HCBXByckL3gSPRtL1+tGhEv2/2B4CBoyfA1NQwd3DJCStrG/QfPhZunl7wW7gS5cpXEDskygdev34NG3t7AECdeg3xVc3a4gYkMr8FyyA1MoKrV1EMmxkodjg58i48HNa2dgCAWTNnwvH9BFbSAgNvETU3N0dcXFym448ePYKLi0uurqn219rExMQMLaEfvHv3jrPv8rjixYsjJCQED0OjcPf5a9gLAqR5fIxQ+8HTUKFeKzy5dALtuv4odjiia9qmA+o1bYWI2GQEhcegZMHc/eET5ZRTAU/MXLkd544dQO1v6oodjugcnJxx4PQVBEUn401kHJJS0mFpnrfXUi1ZtTY27T+B+3+dQP/+/cUOh/RYmzZtMGPGDOzevRuAct5GcHAwJk6ciA4dOuTqmmq3iNatWxdbtmxRpSUSCRQKBebPn4/69evnKgjSHQsLC5Qs6AJHG0tExeXtvZNfRcQiLjkVTRs1wKzFK8UOJ0+QSqWwtDCHtaUpHgS9RUKyYWzdSnmTQiHgQXA40uQKdP6hBwoWKiJ2SHmCrb09ShV0gVQixYPgt2KH81kpaTLIFQJqVCiJadOm5tthFaQZCxYsQEREBFxdXZGcnIxvv/0WxYsXh42NDfz9/XN1TbV/I+fPn4969erh+vXrSEtLw/jx4/HPP/8gKioKf/31V66CIN2yMjdF6UJuuHT/JRIi38CrsLdqB6a8QiZT4PGrcDhYW8CN+yBn4mBjieC3MXgUEg5LeQLKlCkjdkhkgEIjYxH0Nhqu9oa7n3xumZoYo6iHIx6/eoebN27DzdUBnl6FxQ4rk/CYBHgXcISnk53YoeQPgkT50GV5OmRra4sLFy7g9OnTuHnzJhQKBapWrYqGDRvm+ppqt4iWLVsWd+/eRY0aNdCoUSMkJiaiffv2uHXrFooVK5brQEi3bE0E7N8QiD4dWuDwvt1ih5PB1rUrMfDHjoiJjkK5wm5ih5MnSSUSJEW9Rp8fuqBixYp49OiR2CGRAZHJZOjVqxd+O/oHjKQSmJuyFS0rzlYm2LvMF6P7dMSUEQPFDieD0JAgzJ42ASlxMShTyBVSad4ehkV5n0wmg7GxMe7du4fvvvsOY8eOxfjx47+oEgrkoiIaHBwMNzc3+Pn54ffff8eRI0cwa9YsuLu7Izg4+IuCId15+uQxDuzcCoVCjnXLFiI+LlbskAAASUkJ2Lx6GZ7ev4tlY37Ei0f3xA4pz7p67hTuXr8EmUyGUaNGiR0OGZC1a9di8+bNGNazE/7Ypx8rbIghPOw1ntxRLmv18tkT/HnyqMgRfbRy4VycOLgXo3q0xb1/7UpH2iUIun/oirGxMQoXLgy5XK7R66pdEfX29kZERESm45GRkfD29tZIUKR9derUwfffK2fOx8XGYPPPy0SOSMl/0ljIZOkAAAtzC5SrVEXkiPKurj37wcXNHQBw9OhRHDlyROSIyBBER0dj6rSPyxJVqf4/EaPJ24qXLI0adT5O4FrgNyVP7Fx348pF/HXmJADA2sYaVatWFTkiMhRTp07NsKOSJqhdERUEIcvdGBISEjIsbkp537x582BhYQEA2L9jG4KePxU1nqDnT/HXn3+o0iOn+EEq5S60n2JuYYGBoyao0qNGjUZaWpqIEZEh8PPzQ1RkJACgQbNWKF+ZlZjPmR6wFEZGyqELCfFxGTbgEINMJsOygI/rLc+bOxc2NhxnrzMGvnxTYGAgzp8/Dw8PD5QqVQpVq1bN8MiNHA/8GT16NADlLPlp06ZlWMJJLpfjypUrqFy5cq6CIHF4eXlhwoQJ8PX1hVwuw/L5/ghYuUG0bd+mjx6iel6wUBE0btlWlDj0yXdNW2D/zi24d/smHj9+hBUrVrCbnnLt/v37WL58OQDAzNwCA0aNzyYHWVvboHPPn7Bjw88AgD3bNuCHvoNgY2srSjy/792Jl08fAwCqVauGH3/ksnekOW3bttX4NXNcEb116xYAZYvo33//nWFhcVNTU1SqVAljx47VeICkXePGjcO6devx6lUIrl08j8vn/0SturpfhuvUsd8R9OKZKu27cLnOY9BHEokEwyZMx8Bu7SAIAnz9/PDDDz/A1dVV7NBIzwiCgFGjRqnGf/3QZwBc3w/9oM/rN2wMDv26EwlxsZDL5Zgxfjjmr96k8zjiYmOwfvliVTowMJC9SqRRPj4+Gr9mjn9Dz5w5gzNnzqBnz544evSoKn3mzBkcP34cP//8M0qUKKHxAEm7LC0tsWDBx66k5fP9kZ6u2+5dhUKBRTM/jkn73zf1ULxkaZ3GoM9KlS2Ppm2UCwnHxcZi6tSpIkdE+ujIkSM4ceIEAMC1gAe69OwrckT6QyqVYrzvHFX62qULeHxf9xMtN69eppp4+sMPP6BWrVo6jyHf+7B8ky4fek7tr0obN26ErUhdDqQdnTt3Rp06XwMAQoNfYt8vW7LJoVmrFs1FYkI8AMDIyBhT5y7OJgf9V99hY2BhaQUAWLduHW7fvi1uQKRX0tLSMHLkxyEdg0ZPgBnH/KulboPG8C5eUpX2GTdMp+W/fPYE+3cpVziwtLTE3LlzdVo+5Q9SqRRGRkaffORGrhaHu3btGvbs2YPg4OBMkyP27duXq0BIPBKJBIGBS1GtWjUIgoA//ziOzj1+0slY0biYGOzdvlmV/r53P1hbc2C9upycXdBzwFCsXjwPgiBg//4DHLNNObZs2TI8ffoEAFChSjXUa9xc5Ij004xFK/Bj60YAgLDXoXj75jXc3D20Xq4gCFg+3x+K98MqJk6ciIIFC2q9XMpMIigfuixPl/bv358hnZ6ejlu3bmHz5s3w8/PL1TXVroju3LkTPXr0QOPGjXHy5Ek0btwYT548QVhYGNq1a5erIEh8VatWxZgxYwBzW5Sp3Uhn5UqNjVC8QlU8vnMNNnb26DOEE21yq323Hrhz8zq+ad4BPX/sLHY4pEeqVKuBEmUr4OmDexg+YZpoExb1nVdhbzRs1hpPnj1Du4GT4eCsu7Ha/6vfFM+fPIKVhQXna5DWtGnTJtOxjh07oly5cti1axd++uknta+pdkV09uzZWLx4MYYMGQIbGxssXboU3t7eGDBgANzdObBdn82fPx+xiSk4fesJYhJT4GBtofUyE9OB9sN8YZUWDVszKQfWfwFTUzPMCfwZ4dEJeBgcDndHW1iYmYgdFuVxgiDAukBhTFq4DknhQShRppzYIem1qXMXISklDX/de4lHryJQwVv7n4vpcgWq12uK/r27Q0iKVS3LR6QrNWvWRL9+/XKVV+1P/WfPnqFFixYAADMzMyQmJkIikWDUqFFYs2ZNroKgvMPOyhylCroiNjEZci0vzKxQKPAgOBzWFqb4ps7/UKlaDa2Wl18421khPCYBT1+/EzsU0gNh0fF4/joSbo42XDNUQyzNTVGogD1CI2IRl5ii9fLCoxPg5WKHMt5eqFixotbLo88w8HVEs5KcnIxly5blejiI2i2ijo6OiI9XTizx9PTEvXv3UKFCBcTExCApKSlXQVDeUtTDCcHh0bh2/QZMBRmq1tT8zMu0tDS8ehePlDQZapYppPHr52dSqQQONhZ4FBKOq+f+QJMG9TlejDIRBAFp6TI8DA6HXBBgZW6afSbKsWIezngdEYejJ0/j3ZNbGDJuisbLkMvlSEmXw0gqQZlCbjA2Yo8SaZeDg0OGoTuCICA+Ph6WlpbYti132wGrXRH95ptvcPLkSVSoUAGdO3fGiBEjcPr0aZw8eRINGjTIVRCUt0ihwObA2dj1yza4uLlj628nNDqDViaToc231WHnUgD9JvjrZAhAfpMUEwHfCaPx+N5tdO/eHVu3bhU7JMpj9uzZA78Zs9Cmz1DUr1dP7HAMjrFUir3LfHDvxhUAwDcNGqNi1eoaLWPhzKl4FxmNyT5+cHOw1ui1KZd0vaSSjpdvWrx4cYaKqFQqhYuLC2rWrAkHB4dcXVPtiujy5cuRkqLsapg0aRJMTExw4cIFtG/fHtP+tT8x6S8TExNERbyFIAgID3uNXZvXoceAoRq7/mL/6UhOSkRy0DMsntAfDS7c1Ni1ScnaxhZvgl8AALZt24bBgwdzTUFSSUpKwtix4xASEoz7Ywag8C/7UbpcBbHDMjiy1GTV8xkTRuLXk39p7NqP7t/D0QO/QhAEDOh2D02DXsLMzExj1yfKynfffQcvL68sJzQGBwejUCH1ezjVbsd3dHSEh4dyOQqpVIrx48fj4MGDWLRoUa5rw5S3SCQSLFmyRLUm2Pb1qxEe9loj134X/hZH9v+qSv/Qd5BGrksZ2drZ46ehH1cgGD58OBRaHvNL+mPBggUICQkGAFSv/Q1KlS0vckSGaeaiFaoP7Hfhb7Fn6waNXFcQBCybNwOCoBwgOH78OFZC8woDHyPq7e2NiIiITMcjIyPh7e2dq2vmakCJQqHA48ePceHCBZw7dy7DgwxDmTJlMGSIcu/31NQU/LxkfjY5csZn7FAIgrJC5Ojsgu975W6WHWWvZYeuKPJ+ge3r16+ze54AACEhIarFzqVGRhg6bgqXa9ISFzd3NGnVXpVeG7gw09rbuXHm+BHcu63sSSpRoiSGDtVcjxXR53z48vNfCQkJMM/lED61u+YvX76Mbt26ISgoKFNAEolEtU8x6T9fX19s274dUZGROHX0ENp1/fGLZtXeunYZ/9y5pUpPnbNIE2HSJxgbG2PY+KkY078HAGDixElo3749bGy4YUB+NnHiRCQnK7uM23X9EYWLFhc5IsM21scfZ44fRmpqCtLSUhEwfSKmzs39e19KcjJWLfq4a9KSJYthasqJZqRdo0ePBqCs502fPh2Wlpaq1+RyOa5cuZLrTVTUbhEdOHAgqlWrhnv37iEqKgrR0dGqR1RUVK6CoLzJwcEBs2bOVKUD5834ou7dWZNGq56XqVAJVWtwzKK2fVWzNurUf7/TS9gbzJkzJ5scZMj++usv/PLLLwCUwzd6DdTtNpT5kbGxMQaOnqhKnzp2CG9CQ3J9vZ2b1yLi7RsAQNOmTdG8OXfBylMMtGv+1q1buHXrFgRBwN9//61K37p1Cw8fPkSlSpWwadOmXF1b7RbRJ0+e4Ndff0Xx4vwWnR/069cPK1aswD///IPH9+/h+KH9aNamg9rX2bV5HSIjwgEov1HNXLRS06HSJwweMxFXLvwJWXo6Fi5ciL59+6Jo0aJih0U6plAoMHz4CFX6p6GjYWNrJ2JE+Ue7rt2xY+MahIe9hiAImDZ6CNbtOqj2dd6+eY0dG5TrdRsbG2Px4sWaDpUoS2fOnAEA9O7dG0uXLoWtra3Grq12i2jNmjXx9OlTjQVAeZuxsTGWLl2qSq9ZMh+JCfFqXSM1JQXrln/simrWtiOcXd00FiN9nqdXYXT+sQ8A5fqtY8Zw+7/8aPPmzbh58wYAoGiJUmjZoYvIEeUvPgEf30efPryPS+fPqH2N1UvmITVVuWrNsGHDULp0aY3FRxpioC2iH2zcuFGjlVAgFy2iw4YNw5gxYxAWFoYKFSrAxCTjFoLc1cHwNGjQAG3btsOBA/th7+yKmOgoWFnnfJzhsoCZSH8/QN/M3AKjp87MJgdpWve+g3D0t32IjoyAxMgY6enpmf52yXClp6djypSpqvSw8VNVq2KQbpSrVAWVq9XE7etXIJVKERocrFb+Jw/v48yxwwAAJ2dnTJ8+XRthEmXr2rVr2LNnD4KDgzNNvtu3b5/a11O7Itqhg7Jbtk+fPqpjEokEgiBwspIBW7hwARo0bgLXMjVhYa5eBeaHQaPw+EUIHt+8iCFjJ8PYWO1fO/pCllbWGO87G2mCMf5XqxYEcJZ0fmJiYoLFP2+C79RJcHFxQhWOzxaF74JlmD11PGp3GoDSxYqolbdI8VIYOnUe9m9ejmlTpsDe3l4rMRJ9zs6dO9GjRw80btwYJ0+eROPGjfHkyROEhYWhXbt2ubqm2jWCFy9e5Kog0m9FixbF0EEDcPtZKO48ew1rCzNIc7jky4u3CfhhlA8qeNjC0dlFy5HSp9SqWx9yuQIhEbF4ERaFUl6uYodEOvIuNhFSW1cErN4EE0ke2Jw6n7J3cETAinW49yIMwW+jUMjFHpY5/GIfEZuI1m3awH/8YFhZcje6PMvAd1aaPXs2Fi9ejCFDhsDGxgZLly6Ft7c3BgwYAHd391xdU+2KaOHChXNVEBmGEp4uCAmPQWRcIlzsst9SLiQiBnHJqahS3AOODlw2SGxGRlLYWprhQXA4PJztYGPBRbANnUIh4GFwOFLSZXDlNpB5QsmCzgiLjsOD4Lf4qmTBbM9PSUuHQiGgTGE32NrwZ0jiefbsGVq0aAEAMDMzQ2JiIiQSCUaNGoXvvvsOfn5+al8zRxXRgwcPolmzZjAxMcHBg5+f6de6dWu1gyD9YWVuijKF3LBpz2+4cvIgJs4MyLKrXaFQ4Prli0iwcIOjjSXcWAnNMxxsLPDiTRTmL14GY1kSx5oZsJcvX0JuYoWg8GjuRZ6HmJoYo7iHM44eO445Q1dg/sqN8C5eIstzXwW/hMLcHkXdHeHhxFUO8jqJoHzosjxdcnR0RHy8csKyp6cn7t27hwoVKiAmJgZJSUm5umaOKqJt27ZFWFgYXF1d0bZt20+exzGi+cO2dSvg7+sLAChfuSradume6ZxNqwKxZc1yOLl7YdaiFTqOkLKzaPIQ3Lt1HUZGRujYsSPKli0rdkikYTKZDM2bt0BCcgq6DRqFZk2biR0S/cvhrauwZ9tGAIDP2CHYcuBEpnNeBb1Er/ZNUal6baxcHgiplGO7SVzffPMNTp48iQoVKqBz584YMWIETp8+jZMnT6JBgwa5umaOlm9SKBRwdXVVPf/Ug5XQ/KFJ48aq5+uXL0ZcbEyG15OSErF9w2oAQOSbEJz6Xf1ZdKQ9EokENWp/A0C5I8bIkSM/uW0b6a/Vq1fjwYP7CHn5HL9tXcufcR7TrG1H1fPgF89x6tjvmc5ZsXA2ZDIZblw6h4P79ugyPKIsLV++HF27dgUATJo0CWPHjsXbt2/Rvn17rF+/PlfXzNVe85S/1apVC927K1tB4+NisWlVYIbXZ04cDblMBkA5W3vw2Mk6j5E+r0uPn+Dm7gEAOHnyJA4fPixyRKRJkZGRmPavIRfDJkzjfvJ5TNESpfC/b+qp0otmTsuwc921Sxdw6expAIC7uwcmTpz430tQXmTA64jKZDIcOnQIUqmy6iiVSjF+/HgcPHgQixYtgoODQ66um6Ou+cDAwOxPem/48OG5CoT0y9y5c7Fv3z4kJSXhwO7taNWxK4oULYagoCBcPv+n6rwxU2eqfmkp7zAzN8eg0RPhO0759zpy5CjcuXNb3KBIY2bOnImY6GgAQKOWbVGuYhWRI6KsTJ27GG2+rQ65TIbEhHisWjgHg8dMhEwmw4r5s1XnBQTMg7U1x/iSuIyNjTFo0CA8ePBAs9fNyUn/3UYsIiICSUlJqnXMYmJiYGlpCVdXV1ZE8wlPT09MmjQJ06ZNg0Iux/IAf/Qeuh4BAQGqc7yKFEWD5q1EjJI+59tGzVCxanXcvXkNz549xZgxy9GsWWlcuADUrQtwvXP9IpcDFy4AQUFBWL36ZwCAuYUF+g/nTlp5lbW1Dbr17o+ta5VbHu/9ZQuqfT0QT64fQ9CLZwCUuxl269ZNzDCJVGrWrIlbt25pdAWlHDVVvXjxQvXw9/dH5cqV8eDBA0RFRSEqKgoPHjxA1apVMXMmd8zJT8aMGYNC738Zb1z5C2OHzUVoaKjq9Q49OEkpL5NIJBg2YRrwvsv255/9ERMTgxYtgCJFgFxskEEi2bdP+TNr3lzA+vXroVAox+vXbTQILm4FxA2OPqv34JGwtbMHACgUckwZOQQ7duxQvd6uXSB7lUijQkND0b17dzg5OcHS0hKVK1fGjRs3cpR38ODBGDNmDJYvX45Lly7h7t27GR65ofZv97Rp07Bs2TKUKlVKdaxUqVJYvHgxpk6d+pmcZGgsLCzQudMCVTolZrPqubFFfWzcUgKXLokRGeXUu+iyMLHq/D4Vj23btgEAQkOBjh1ZGdUH+/Ypf1avXgEKxSHVh4HU2BOXb/fh32AeJ5VK0abbXFValnIdiYmJ71M9MGlSDf4d6hEJPi7hpJOHmvFFR0ejTp06MDExwdGjR3H//n0sXLgwxzt1denSBS9evMDw4cNRp04dVK5cGVWqVFH9mxtqL2j/5s0bpKenZzoul8vx9u3bXAVB+kkuB3bs6ADgWwBn8XHUtDHMnZXDOdatBWrWBPiFPu9RKIC1awAz+9FITzoMKBJw6tQpmJregiDUgEQCjBwJtGnDbvq8Si4HRowAlBPiU5GePl71mpn9JEik5vwbzOMUCuCvKw0hNSkNRfrDf71iBWAOAP4dkubMmzcPXl5e2Lhxo+pYkSJFcpxfG7trql0RbdCgAfr164f169fjq6++gkQiwfXr1zFgwAA0bNhQ4wFS3nX+PBAaKgGwBEBVKL+bKQDIkBCi/GYU+xJoUDVzXksLG4wbvizDsfmBw5CUHJ9tuSWKVUa3jiNV6bj4aCxeOSpHMbdt0Q+VytdRpU+f24fzlz6/SQMASCRS+E7agIrV7XD+18tQyIE1m3zx5u3LbPM6ORbA0H5zMxzzX9APMnnmL3T/Va3yd2jRpIcq/eTZXfzy66Js8wFA/15+cHf7OI5n76HVuHf/coZzPq7oo3wikUiQmloLEiPlVqyvXgNOLsB/9yzo9tMgNGvXWZWOeheBEb06IyfmrNiAgoW9Vekzx3/HhmULs83n4OSMwM0Zl7BZNscHV/86l23eeo2b46fh4yC877I+eeMRBnRtjeQcLMA8dKIPan5dT5V+8uAfzBg3NNt8APDzrt9haWWlSu/7ZRP2/7L5MzmUipcuC58FGYe2+I0dgqcP72c4JpMBcXGAxAgQ5FEQhI+/U8nvhiH5neSTf4POnoXQ1/djGQkxUVg5qQ8UsuyX4avZtD3qd+itSt85fwJHtyz7TA4liVSCHpMWwr3Ix8Xbdy6ehpf3b2eb18zSEmMDd6KaE3Dq5hPIBQkWD++C1OTsf4ZFylZG11Efh469efkEW+aMgaDIfspx0x5DUfmbJqr0mV834srx7JsopcZGGDxnA6ztHVXH1vkOwbvQ4EznKv8OFRmOGRtPhEzmAUEAQkKU77f16mVbLOVTcXFxGdJmZmYwM8u8c97BgwfRpEkTdOrUCWfPnoWnpycGDx6Mfv365agcbeyuqXZFdMOGDejZsydq1KgBExPlHrkymQxNmjTBunXrNB4g5V1v3nx4VhnAJACz//Xqxzf4rJYvlMnSUKKAQ6ZjOVnrUCpkzBtpLs/xGomOliYZ8l4xFXKUVxDkKOZqD0BQ/itIoJCn5iivPKt7lctylNfMSJEhb2y4eY7v1cPeEsX/ldcE2f8/fVg+RpB/7N2Ijc58Xnx8AlLSZKp0UkoqIiNy1iOSlJKaIW9CQmKO8goQMuQDlBMlc5I3JiZGmVehgBRAapockRHhSE5KzDZvYmJSxntNTsnxvaakpUNq8jFvXFxcjvI6ubplutfoqMgcl6v0cW2XrH7sirQUlPB0VqWjTOWQZ9HblRULqZAhb5CFMQRB8Zkc7yOSAx6O1ij+r7wSeVqO8qanpKCouxOQ9lb5r0SK9NTkHOWVyNMyxCuJewNFDte9drAwzpD3kpGQozLl6QoUdrWDo8vHvIq0lBzltbCwgCCMgOxfvwIf328pTxNpr3kvL68Mh318fOD7fuOZf3v+/DlWrVqF0aNHY/Lkybh69SqGDx8OMzMz9OjRI9P5Wdm6dStWr16NFy9e4NKlSyhcuDCWLFkCb29vtGnTRu1bUKsiKggCkpKS8OuvvyI0NBQPHjyAIAgoU6YMSpYsqXbhpB9Onz6Nbdu24eLFiwgJCYG9vT2qVauG5s2nA/jq/VkjASwH8OFbmQQfRq9IJKr5MCpWlpbwLuqe6Vi6LC3beJydnDLktY40zvFgfk9P1wx5C7i55CivVCpF4SIF8E54g8JFCkAqkcLBzg7hkWHZ5rW1scl0r2ampkhLz/5eXV0z3mtYdM7iBYDChd1VeR8/f4TgN1l1qUjwqYXoJFJXQCKBnS1gbJLxNSdHezjaWqrSQqo1nF3dchSXo511hrxODnY5yuvo7JIhH6D8XchJXmdnJzjaWkJQyBEbDTjYWsDZ1S1HFVFHe9sM5Tra2+T8Xm0tYWn1Ma+zo0MO43XOfK/Oznhr74CkpETI0tMhCAKkUiMoBHNASAGQVcVK+buS1d+gnZ09ino4fUybyGFqagqZLGMFOCsF3Jwy5PUs4JTzvyN35wx5nR0d8DIHeS2trODt7ojYoLfwdneERGoESytrJCZk34vi5OiQocz0GGcYGxtnWLfzUzwLZIzX3TVn92psbAJvD2c4uXzMa55FC9XHUX4f/w49PDzw+rV5hrPcM76FEGUQEhICW1tbVTqr1lBA2dhQrVo1zJ6tbDiqUqUK/vnnH6xatSpHFdFVq1Zh+vTpGDlyJPz9/VUbGdnb22PJkiW5qohKBDW221AoFDA3N8c///yDEiWy3hdX38XFxcHOzg6xsbEZfqhfKj09HUeOHEHz5s1VLcn6olOnToiMjESnTp1QtmxZREREYOHChbh+/Trs7Y8jMvI7CAJgYrIA6enjAADGqAB7rIezswTr1hnG+DSFoMA74Q2cJe6QSvTrhm7+fQN/nD+BimUqwcXJFSmpyTj25zGcOn8C/66MmpmZITU1FQBgZF4TRcptx1oD+fkBUFZEgx7ArnAZSKT6NeDujyMHMXvKWNRr3BwNm7WChaUlXgUHY1Xgn0iKPZllHnNHP3h6/2AwP0N9/vm9fPYE/b9vC68iRdH9p4Gws3fEnZtXsXXtShiZFEF6inK5Jqn0W+zdOxLdurVAcrIJJBKgYEHgxQvDGCOqzc9CbX1+q1N24Tn+kJqbZ59BQxQpKQiaNCXH91y4cGE0atQoQw/2qlWrMGvWrAyr3nxK2bJlMXv2bLRt2xY2Nja4c+cOihYtinv37qFevXp49+6d2vegVouoVCpFiRIlEBkZabAVUcpsxYoVqi1eP2jatCmKFy8OV9fZiIz8DhIJYGQ0CK6uSxAaGgoZ/kYqTqBfvyYG8QGo76pW+ApVK3yV4Vid6t/gwpW/kJqmbBWUSB0wduxg+Pv7AwDkKVfQuMEtSKVcDF1sEW/DsGDGVLTq2BWjpsxQHa9UrSaWBfir0u5utVGshBQXLlwAAKREz0GvGV0glao9Cos07I+jh5CWmooZC5fD00s5zq5qzVp4HRKMk4d/e3+WFCYmCyGRvALwsRV7yRLDqISS+OrUqYNHjx5lOPb48eMcj/188eJFlrPjzczM/rXag3rUriIEBARg3LhxuHfvXq4KJP3z30ooAFhbW6Ns2bJITQ3Br78Cnp6ARGKKPn36qM6RWgeicpVkXYZKavj74V1VJRQAbAvMRfXq1WFkVkZ1bO+WEWKERv9xeP9upCQn4fveAzIcD5zrh7RU5WQdqdQY1SpNxvDhwyGVvm9pElJw8Q8uq5cXGL+f8WdlbZPh+JN/TUCzsuoPqbSiKl2wIPDrr0D79rqJkQzfqFGjcPnyZcyePRtPnz7FL7/8gjVr1mDIkCE5yu/t7Y3bt29nOn706FGULVs2VzGpXRHt3r07rl69ikqVKsHCwgKOjo4ZHpQ/xMbG4ubNmyhXrhzatwdevgQOHwa++uor1KjRVHlOQji279sqbqCUgUKhgEwuQ3RsNMb6jVQdL1G6HGYH1AMATJ+zTLUveXjYaxzYtV2ESOnf7t64Bls7ewS/eIafOrfCd1VLofW31TP8bHymdMeMmeYwNTXFiKEfvxAe+20vIt5ypovYmrRqD2sbWyz2n47Xr4KRlJiA3Vs24OWzJwAAO3t7PHs2E4cPK88/fFjZHc9KqJ7J43vNV69eHfv378eOHTtQvnx5zJw5E0uWLMEPP/yQo/zjxo3DkCFDsGvXLgiCgKtXr8Lf3x+TJ0/GuHHj1AvmPbX7a5YsWZKrgsiwDBkyBImJiZgyZQoAZbfR118DR44A69fPR5Uqf0Amk2Hb3s1o2ag1Crhwd5e8YMHqeThwLOPSMxKJBDMWrUQBdyA2CKhb3wvfNW2JU0cPAQBWLZqDlh26qFp0SPciwt8iJSUZvuOG4YefBqLsuCkI8JmIuBjlkgbOTraYNvlHpMsEBL0B5vp3wq49v+L1m0gIgoDpY4Zi1ba9It9F/ubuWRArtu7BtFGD0a3Fd5le9/P1hZubMxwd03HkiPL9lN3xpA0tW7ZEy5Ytc5W3d+/ekMlkGD9+PJKSktCtWzd4enpi6dKl6Nq1a66uqfYnS8+ePXNVEBmOadOmYfv27Vi2bBm++uqrTK+XKlUKw4YNw+LFi2EkNcLjZ49ZEc0jenTqjZYNW2PgxH6QyZRL9RQvVRbunp6qNTYBYMKMeTh/6gTS0lKRmpKCvds3o0vPn8QKO98TFAqkpaai5wBlRVShUCA9LVX1+qjhnTLl2bZpMr5rMgYA8ODvO7h17TKqVP+fzmKmjN6EvsLk4f3h4OgMv4XLIYEEC2ZMRVxsNOzs7DB48GCxQyQN+LDjkS7L07V+/fqhX79+ePfuHRQKRZbD99SRqyYOuVyOAwcO4MGDB5BIJChbtixat24NI359M3h+fn6YNWsW/P39MXTopxf1nj59OpISk1G3TAPYW9vrLkD6rAIuBVDApQDaNuuOA0e3QaGQ4/mTR4iJioTdv7Z4MzU1Rb8RY7FywWxUrtsMtRo2Fy9ogq29PRAM1Kj9jfKARMD2A3Owc+1GbNz0F4yMMo+yqle3Mmr/rxwuXv4H1b6uiTLlKmY6h3RnzdL5SEpIwLpdh2BhaYnUdBkCd1bF3p8DcOjAfly8eBHffvut2GES5Uh4eDgePXoEiUQCiUQCFxeXXF9L7TGiT58+RZkyZdCjRw/s27cPv/76K7p3745y5crh2bNnuQ6E8j4/Pz/4+vrC19cXkydP/uy59vb2WP3zKtSsXw0JMUmQpeds8WjSvpi4JJT9qiFWbjuG7n0HQy6X4fWrkEzndereG9sOn0GbPiMQGpP9mqekPcVKlM6QTkkOQgG7dxgx5HsA+OS6lr/u8MXNa6sxbWZvxKeov6wKac7TRw9QuGhxWFgq14d9Gx2Pop6umOXnBwCcAGwo8vgY0S8VFxeHH3/8ER4eHvj2229Rt25deHh4oHv37oiNjc3VNdWuiA4fPhzFihVDSEgIbt68iVu3biE4OBje3t4YPnx4roKgvG/mzJnw9fXF1KlT4ePjk+N8hcp4wq2ICyJDo7QYHanjwYs3MHG0QrFSXgh7/QpSqRQeBb2yPNfTsyBKeTkjNjEFoe/isjyHtK9uQ+UWk1f+Ogu5PBUWkkdwtbfBqdP/AAD+V6NMlvkKFHBE5fIlULqgKRKTXkEmS83yPNI+ZxdXvHz2BElJiYhPSoWZiQlKF3LFlSvKbXcLFiwocoRE2evbty+uXLmCw4cPIyYmBrGxsfj9999x/fr1HG8T+l9qV0TPnj2LgICADDPknZycMHfuXJw9ezZXQeSEv78/ateuDUtLS9j/qwvx34KDg9GqVStYWVnB2dkZw4cPR1oaW3K+1MKFCzF9+nQ0bdoULVq0wOXLlzM8PsfE1AQlqxZFXEIclq1fioTEBB1FTf82d7k/5q2Yjd2H9uPOi38QFfEIsyaOwonfD6Bzj59g7+j0ybzuTnawtzHHX5evYW1g9nvCk+ZVr/0Nan/7HTasWIphvTri2b2bWL/uOqb4rEfL5v/D13UqfDZ/kQKe8LRPxNvIl3j75rWOoqZ/69i9F2JjotGrXVNsXf8zooMfYe2KQIwePRply5ZFs2bNxA6RKFuHDx/Ghg0b0KRJE9ja2sLGxgZNmjTB2rVrcfjDkg9qUnuMqJmZGeLjM2+plpCQAFNT01wFkRNpaWno1KkTatWqhfXr12d6XS6Xo0WLFnBxccGFCxcQGRmJnj17QhAELFu2TGtx5QeHDilnTx87dgzHjh3L9Hp2m3PdeXwLw+cORGxcDCRSYGhvrk2pa+VLV0DAijmQyfdDIpHCytoaxUqVxmT/BWjcsm22+W+f3IudG1YBggBLKyv88NNA7QdNGQwaPQkXz57G/bsP0LfvAxT0dMHIYR3gMyX7bflMjI0hTY7D2J9+Qtirt9jy2wl4FfbWQdT0QZ16DTFk7GQsn++P3esCsW/TShQtWhQDBgzApEmTtPr5STqk6+5yHXfNOzk5wc7OLtNxOzs7ODg45OqaaldEW7Zsif79+2P9+vWoUaMGAODKlSsYOHAgWrdunasgcsLv/TiaTZs2Zfn6iRMncP/+fYSEhMDDwwOAsiWvV69e8Pf31/l2X4bkzz///KL8pUuXRkqqcmH73Qd3ok2TdvDyKKSByCinIqMjIZMr9xCXSIBfT16AuYVlNrk+Sk2MA95/4di0aik6/tALZjrcxo6AmZNGqZ4X9HRG8NOdauUfNGgZ3oSEAQB8xgzFhl9z13pBuSOXy3H04Mel01atWoW+ffuKGBGR+qZOnYrRo0djy5YtcHd3BwCEhYVh3LhxmDZtWq6uqXZFNDAwED179kStWrVU+8TKZDK0bt0aS5cuzVUQmnDp0iWUL19eVQkFgCZNmiA1NRU3btxA/fr1s8yXmpqq2lsbUA7EBZT74aanp2ssvg/X0uQ185pP3aOnpydGjx6NOXPmQCaXYen6xQiYqn9dvApBkeFffZGSkoINO9aq0i3bd4aZmVmG5ZoAqNL/PQ4Ag8dMwtHf9iElOQnp6emYPWUsfOeL9/eeW5+7x7zs6sXzeHz/42SWzRumIF2WuSnkw7GsXtu0fjJq11UuEfT8ySOc++MYvvmukZYi1g59/fkBwJH9u/Hs0QMAQKVKldG9e/csPw8M/bNCm/eXF/7PDH35plWrVuHp06coXLgwChVSNigFBwfDzMwMERER+Pnnn1Xn3rx5M0fXVLsiam9vj99++w1PnjzBgwfKP6qyZcuiePHi6l5Ko8LCwuDm5pbhmIODA0xNTREWFvbJfHPmzFG1tv7biRMnYGmZ8xajnDp58qTGr5nXZHWPlSpVgpOTEyIjI3Hx2gWcvHkky/1q9UEU3uq8O+RLzFsyD+nv1ww1NzdHj64dERv04JPnx4U8zvJ435/6YPny5QCAs38cw/2Lf8DT01PzAevAp+4xr5o9eYzqedmyZRGf7I2jpz493vqPs1nt+eyBSpUq4c6dOwCAAJ+JKO/t8ckZ93mZvv38EhMTsS5wgSrduXMnHD9+/LN5DP2zQhv3l5SUpPFrUkZt27bV+DVzvVVKiRIlVJXPD9sBqsvX1zfLSuC/Xbt2DdWqVcvR9bKKQxCEz8Y3adIkjB49WpWOi4uDl5cXGjdurNHu/PT0dJw8eRKNGjVStSQbmuzuMTk5Gb179wYAbFq/GfWXNtar3XoUggJReAtHuEEq0Y8P76DQIFy6dEmVHj5xOpyKZT2xRVDIERfyGLZeJSGRZl4TuMNPZbB3/294E6pc6mnB4qXYsOeQdgLXkuzuMS/aunalalkUqVSK44f84OpqneW56TIBf5xNRMNvrWBinPl9r2YVHxQs2hFyuQIJCQnYe/gE+g4dlcWV8iZ9/PkBwC+L5ql+hh07dvzsVoiG/lmhzfv70KNJ2qPOqjk5latawJYtWzB//nw8eaLcI7dkyZIYN24cfvzxR7WuM3To0Gy3hCpSpEiOrlWgQAFcuXIlw7Ho6Gikp6dnain9NzMzM5iZmWU6bmJiopU3AW1dNy/51D326NEDq1evxpUrVxD06iUOHNuHzq1ytyWYaARAKpHqTUV02txJquceBQuhebvO2eaRSI0++SHvt2AZ+n/fFgDw4uljnD9zCnUbNNZIrLr0uXvMS1KSk7Bl7UpVuv9PLeDp4fiZHEomxpIsK6JurnYYOawDFi7ZAwDYuWkdvu8zANbWNpoLWgf05ecHAMEvn2PvL1sAKHskFixYkKPPAEP/rNDG/eWJ/y9BonzosjyRJCQkQKHIOFQtNw14an+aLlq0CIMGDULz5s2xe/du7Nq1C02bNsXAgQOxePFita7l7OyM0qVLf/ZhnsMJEbVq1cK9e/fw5s0b1bETJ07AzMwsy20oSfekUikCAwNV6XXbf0ZMXIx4ARm4Py+exvPgj5tM+M4P/MzZOVOybHlUq/W1Kh3gOynTGxFpzuwp4yB7P+7N2toCy5d8+VrN8/z7w87WCgAgl8swc8LIL74mfdrKBbMhfz9RcPz48ShcuLDIERHl3osXL9CiRQtYWVmpZso7ODjA3t4+17Pm1a6ILlu2DKtWrcK8efPQunVrtGnTBgEBAVi5cmWGSoamBQcH4/bt2wgODoZcLsft27dx+/ZtJCQox0k1btwYZcuWxY8//ohbt27h1KlTGDt2LPr168cZ83lIjRo10LNnTwBAQlIC1m3/OZsclBsKhQJzls1SpavX+holy5bXyLV9AgIhfb+db0JcLNYvX6SR61JGwS+e49ypj+MIly0appHxnFKpFKuXf+yOv3LhLJ4+fvjF16XMrlw4i8vn/wSg3Bxi/PjxosZDOmDgOyv98MMPiI6OxoYNG3Dq1CmcPn0ap0+fxpkzZ3D69OlcXVPtd7U3b96gdu3amY7Xrl07Q2ukpk2fPh1VqlSBj48PEhISUKVKFVSpUgXXr18HABgZGeHw4cMwNzdHnTp10LlzZ7Rt2xYLFizI5sqka7Nnz4aVlRVsrGzg4czdRLThxNljiE9UrvdrZGSE6QGa+5JoY2uLzt37qNIX/jylsWvTR2lpKXBxVXbDFyvqjp4/NtHYtbt0qo8ypT8uobZ83kyNXZs+MreyRqGiJQAAAQHzYGVlJXJERF/m7t272LhxI7p06YJ69erh22+/zfDIDbXHiBYvXhy7d+/OtNf4rl27UKJEiVwFkRObNm365BqiHxQqVAi///671mIgzfDw8MD+/fthA3sE3Q6FXK6AkZF+jLnUF1/X/A6tWoXg+Ilt6PB9D9houFeg/8hxuHbpPFyKlkOr73tr9NqkVLCQDY6fHI8/jj5Cw3r/0/j1f93hiyo1+uPrBjUwaPys7DOQ2py9imPdroOIfH4XXTp1Ejsc0gFDX76pevXqCAkJQalSpTR2TbUron5+fujSpQvOnTuHOnXqQCKR4MKFCzh16hR2796tscDIsDVq1AgpSalIDE9B1JtouBT89BaTpL6Hz8NQ7bvmGDxlJMzMNL9ji1QqxdpdB/EqIhb3g94iIiYBLvZZz+Qm9SkU6TBWPIKbgwXGjuiulTLKlC6MhKjDePIqGNeevYGjnTuMjPPAZA8DkZSaBgkkKF/UA+7VSosdDpFGrFu3DgMHDkRoaCjKly+faYJYxYoV1b6m2hXRDh064MqVK1i8eDEOHDgAQRBQtmxZXL16VW/XhSRxmFuaocRXRXH1yE2kpabD1IwfgpoQERmPCFk6ShYvCAsL7e1+JJVKUdDFDkHh0XgYHA5nWytIpOLN4DQkKcnPUMguCk72n99D/ksZGxvD28MTQRFBiIgJQQHnolotL78QBAHhMYkoXdAFBRz0a0UCos+JiIjAs2fPVEsxAsqlMz8slSmXq7/ZRK76Q7/66its27YNN27cwM2bN7Ft2zZWQilXPIsXgLmzCWYu8MW2vVvEDkfv7TiwHX8/ewVLFxsULOis9fKkUinKFnbDs0cP8NP3bfHniaNaL9OQxcfFoXntyvh5wWw42trD1ETzm2r8l7mpGcp4WSEt9TUO7N6K6Mh3Wi/TkD199ACDe3RG2PNHKOXlmut1tklPGfhkpT59+qBKlSq4dOkSnj9/jhcvXmT4NzfUbhE9cuQIjIyM0KRJxoHzx48fh0KhQLNmzXIVCOVPCYkJ+HH494iJjcFft8+jSb1mcHFyETssvXT41CEs27AExsYm6D14DGrVLqOTcp/cvopNs0YAAOb5TEDdhk30creevGDG+OFISkzAb/suIuhpGG5eWZt9Jg0ID43H+J+mIexNFM4cO4qlG37RSbmGRhAELAuYhQd3b2HiwO4o53kILVu2FDssIo0JCgrCwYMHNbqbptqfFhMnTsyy6VUQBEycOFEjQVH+YWdnh67fKxe1T0lNxuqtK0SOSD8pFAos+nk+AEAmS8ejf27prOzK1WvC+P04oeSkJATO/fxuaZS1x/fv4dqlC6r01EnqbRDyJSIj4xD2JgoAcOfGVfxzR3e/P4bk/KkTuHNdubFK0aLF0KhRI5EjIp0TPk5Y0sVD1y2i3333nWqbYE1RuyL65MkTlC1bNtPx0qVL4+nTpxoJivKXmTNnwt7OHgBw9PRh3H/8j7gB6aGFPwcgOSUZAGBsYoLJ/vN1Vra5hSV69B+iSh/cs4Pdu7ngM26Y6nm5skXQvm1dnZXdtHENVKn8sYXDb/yXL5yf36SmpmLFwtmq9KJFC7PctY9In7Vq1QqjRo2Cr68v9u7di4MHD2Z45IbaFVE7O7ssxwE8ffqUa6RRrjg7O8NvxsdWtMVrFkAQdPw1T49FxUTht2P7VemeA4bB3EL7Ywv/rUf/obB3VK55qVAo4Dt2WDY56N+OHvgVb16FAAAkEmDfLt23Ku/b6acazxge9gb7d27VeQz6bM/W9Xj7OhQA0KBBA7Ru3VrkiIg0b+DAgXj16hVmzJiBTp06oW3btqpHu3btcnVNtSuirVu3xsiRI/Hs2cetA58+fYoxY8bwD49ybdCgQShdWrnEyT+P7+HE2WMiR6Q/psydAIWg3GbT3tEJP/YbLEock2ctVD2/c/Ma/r51Q5Q49I1MJsPSuTNU6fZtvkGJ4rrf6KFw4QLo1uU7VXr1orlIS0vTeRz6KOJtGLatWwVAuYHEkiVLOEkpvzLwyUoKheKTj9zMmAdyURGdP38+rKysULp0aXh7e8Pb2xtlypSBk5MTdzGiXDMxMcGSJUtU6RUbA5GUnCReQHrizj+3cOf+bVV68izx/gZr1PkmwzaiM7iHeY4EzvVDyvvfdVNTE2xeL95Y+/U/j4W5uXLd2dTUVCyYMTmbHAQAawIXICVZOTRm0KBBKF9eM9vpEuVlKSkpGrlOrrrmL168iMOHD2Pw4MEYM2aMar9Re3t7jQRF+VOTJk1UM0zfRb/Dtr2bRY4o75u+YKrqealyFVCjzjciRgPMXLRS1RIU8fYN9v7Cn+HnRL6LwKG9u1Rp32k9YGmpvbVfs2Nqaoo5s/qq0id//w1v37wWLR59cP/ubZz8/QAAwMHREX5+nKyXrxl4i6hcLsfMmTPh6ekJa2tr1VDNadOmYf369bm6Zq7WWJFIJGjcuDHGjRuHoUOHom5d3Q2qJ8O2aNEi1U4N2/dvRVhEmMgR5V27D+1ERGQ4AOXf5IyF4q844ObugUYt2qjSa5bMh0wmEzGivG3GuOEQFMphFW6uDpg4tpvIEQEjhnRAQU/lGrSCIGD6mCHZ5Mi/BEHA8vn+qvQMPz84vh8rTWSI/P39sWnTJgQEBMDU9OOufRUqVMC6detydU0u9kd5SokSJTBixAg4OTqhb7uBcHbgmqKfcvnGJdXzxi3bwc3dQ8RoPhrrMxum72cLm5hbIDyMLWqf0n/UYBT0Um5vu2VD3ln+7pfNH1vaQ4NfcqzoJ0gkEnQbNBplKlRC2bLlMHDgQLFDIpHpcukmXe9rDwBbtmzBmjVr8MMPP8DIyEh1vGLFinj48GGurqn2gvZE2jZ9+nSMHjEGd/94gLh38XAsYC92SHlSz65jULDs/3D90iGMmT5L7HBUTE1NMX3eUly+eg2l6zSHpT2/TGRFIchRomg6Lp6fjPDXlqhapaTYIal8XacC2rX5GubWJmjYtR+MjflRkZWUNBmKlCiLIydOw0xI5f8TGbzQ0NAsF7NXKBRIT0/P1TVz3CL66tWrXBVApC4bGxu4FyyAElWLIikuCbJ0du3+V0xcEl4npaB5+3bYtO9ohi6SvODr+g0xctwEWNtY437QW7HDyZNSkoNQwC4SzvZF81Ql9IO9O/2wZvlouNjEIjImROxw8qTwmAQUdnNAIVcHuLu7ix0OkdaVK1cO58+fz3R8z549ud7qPccV0fLly2PrVq4rR7rjVdoDroVd8C40CnHxsWKHk6fcf/EGpk5WKOztJnYon2QslaJUQRfEJaUi5G004uP4MwSAtLQ0hIY8g4X0IVzt7WBuZit2SJ9kZW6J0gXNkZj0CunpqWKHk2fEx8UhJj4R5ibGKO3lCqmUSzWRYevTpw/i4+Ph4+ODoUOHYt68eVAoFNi3bx/69euH2bNnY/r06bm6do4rorNnz8aQIUPQoUMHREZG5qowInWYmJrAyt0MizYFoOugjohPiBc7JNFduvEXRkwfgYi0ZJQqVRBGeXxPd3cnW8SFPsPo3h0x6MeOYoeTJ8z3nYTurZpi4cz1sLbwFDucbBV284CnQyI2/Lwww3qn+dl8v0kY1qMjYl89hrMdN3Ihw7d582YkJyejVatW2LVrF44cOQKJRILp06fjwYMHOHToUK63tM3xp9jgwYNx584dREdHo1y5crneyolIHUtXL8aFm2cRExeDDbtyNyPPkMxc4odrty9iwex+ePY47+8Hnp6ehk3zJyMiNAivXr7AljXLxQ5JVG9CQ/HHkYMQBAG//34Hu/ZcyD6TyOQyBbq3m4wdazdg/44tCH6ReWe9/OTW1Us498dxhDx/giljhiH5/fqhRAAMdvmmf+922KRJE5w9exYJCQlISkrChQsX0Lhx41xfW63mFG9vb5w+fRpTp05Fhw4dULFiRVStWjXDg0iT/P39YW6uXFfx1993IejVS3EDEtGGnWsRExsNABAEBUqXrSByRNkzMTFFo+Yfl3PasmaFavH2/Gj66MGqN/RCXq7o3bOpyBFlz9zcFNZWFqp0fl7OSSaTYVnAx4mBc2bPhoWFxWdyEBkObe0Wpna/XlBQEPbu3QtHR0e0adMm04NIkwoVKoQJEyYAUC6kG7h+scgRiSMlJQWbdm9QpVt3+h4OTs4iRpRzIyb5wMJS2X0pS0+H/+SxIkckjkvnz+DJw39U6R1bpn7m7Lxlzy++qucvnz3BuT+OixeMiA7v243nTx4BAKpW/Qq9evUSNyAiHSpZsiQcHR0/+8gNtdaaWLt2LcaMGYOGDRvi3r17cHHhsiykfePHj8e6desQGhqKSzcu4uL1v1C7Wh2xw9Ip34VTVQvDW1haYfhEH5EjyjmpVIoRk3wwd9p4AMD50ycQ9PwpChfNvASIIZs3bYLq+bd1K6HW/8qJGI16KlcqjiYNq+P4H9cAAAG+k/D1d40gzeNjlDUpPi4W65cvUqUDA5fmq/unnNH12p66LMvPzw92dnYav26OK6JNmzbF1atXsXz5cvTo0UPjgRB9iqWlJebPn49u3ZS7zgSuW4TqlWqodmAydC9DXuDclbOq9MjJvnr3Adi0dXtsWbMcr0OCAQDTxwzF5v3HRI5KdzatDkRMdBQAwMhIij3bcze7VEw7tk6Fq1d7yGRyJMTHYe3SBRgwarzYYenM5p+XIS42BgDw/fffo06d/PVlmKhr165wdXXV+HVz/Gkml8tx9+5dVkJJFF27dkXt2rUBAMGvg7H3yB6RI9KdyXM/tqR5FiqMJq3aiRhN7s1Y8HGiUtDzp/jz5FERo9GdpKQEbFu7UpUe1L81nJ3txQsol+ztrTF6eCdVevfW9YiPixMxIt0Jev4U+3dsAwBYWFhg3rx5IkdEeZqBTVQCtDc+FFCjInry5EkULFhQa4EQfY5EIkFgYKDqj2H9jrWIfj9xx5CdunASL0NeqNJ+eWA/+dwqXrosatSpq0ov8JsCxft91g2Z/6SxqmEVNjYWWLJAfyf7zJ75E+ztrQEoGydmTBghckTa92E/eblc+TOcMGECvLy8RI6KSLf+PWte0/Srf4/yta+++go9e/YEACQmJeDwH4dEjki7FAoF5i2frUrX/PpbFC9ZWsSIvtz0gKUwMlKOCEqIj8PuretFjki7UlNScPn8GVV6xZIRejes4t+kUinWrRqjSl+7eB6P798TMSLte/nsCa5f/gsAULCgF8aNGydyRJSnGejyTQqFQivd8gAroqRn5syZg7JlymJi/6lo+Y1hr9KQkpICJ8cCAAAjI2NMm7dE3IA0wNraBl169gUA2Di6oKB3CZEj0i5TM1Os3uaPUqUKoFRJL3TvlrsFn/OS9m3rolzZIgAAKxtrJCUmihuQlnkWKYZZq3/B/+p8jQUL5sPS0lLskIgMilqz5onEVqBAAdz75x4eX3+GO3/+AxsnGxgZGeb3KQWk6NnXFzFpr2EsTYW1tY3YIWlE32GjUbhoCcC1OMzs8+72lpqQkhKKr8oB1y8vh4Wp5mebimXfLj+s23QYNZvWh9TMsLupw2MSUKv6VxjX+08YG+h7DZGYWBElvSORSFCkvBdePXmDqDfRcCnoJHZIWvHw2RtI7SzRum4bGBsbiR2OxkilUjRp1QbB4dG4//It3sYkwO39uENDolCkw0R4ADd7S1iZO4gdjkaVKF4Q82YNwIOXz3H1WQjsrFxgZGx4q1gkpqTBSCJB6UKuMDGgv0HSHkNevklb+PWO9JKZhRlKflUUaSlpuHLjMlJTU8QOSaPCI+MQIZeheAkPg6qE/lshVwdYW5rh/os3uPrXObHD0ahjv+3Fkwdn4G4bAyf7omKHozXeHp5ws41FeFSI2KFo3LWL5/EmIgZFPZxQwMEweiOI8iJWRElvpRmnIHDXAozyG4Ydv/0idjga88OQLhg7cwRgIaCgl37snpRb8oiXWDquD8YP7oPD+3aLHY5GxMXEIMBvMgZ0G4zRo3ZBKjG8lsIPzE3NUMrTEtvXLkWLOpUR+S5C7JA04smDfzB+cB/4DO6G0Ed3tbp0DRkYA52spE2siJLeSklJwcXrytmsW/ZsRERkuMgRfbmDxw/gRchzPH1+DwFTfzL45Y3uXr2AmIg3AIBlAbNUyxzpM9/xw6GQywEA16491+tZ8jnRp9ci/L77MBITEuA7dpjY4XwxQRAQOG8mBEFAaPBLPHv8UOyQiAyaYb9DkkErV64cBg0aBABISU3Bys3Ls8mRt8lkMixZt1CVrvVtfYOvxPQfPla1Q1ZKchKWzvYVN6Av9PCfv3HzykVVev3P4wz+Zzh5wg+q53/fuo67N6+JGM2XO3vyKP6+dR0AULx4CQwfPlzkiIgMm2G/Q5LB8/Pzg4ODIwDg+J9Hce/h3yJHlHsLVs9DyvuxriYmppg0c77IEWmfmYUFeg/6uCj67/t363X3rt+4jy2CFSsURZtWhr8NZKMG1VD9q1Kq9IwJI8UL5gulpqRg5cK5qvTixYtgamoqYkSkbz5MVtLlQ9+xIkp6zdHRETNnzlClF69doJfd2ZHR73Do5G+qdO8hI2Fmbi5iRLrT7aeBcHBSjoUVFAr4jBkqckS5c+jXnXgT+goAIJEAe3f4ihuQDu3d5acaR/ku/C1+3b5J3IByadfmdQgPew0AaNy4MVq0aCFyRESGjxVR0nsDBgxA2bJlAQAPntzH8T/1bw/zyXMmqLZQc3RyRrfe/UWOSLemzP44JOHe7Ru4c/2qiNGoTyaTYcUCf1W6U4d6KFbMU8SIdKugpwt+/OHjYv1rls5HWlqaiBGpL/ztG2zf8DMAwMjICIsXL+YkJVIfJyupjRVR0nvGxsYIDAxUpVduXobEJP3Z7eXWvZv4++FdVXryvypl+UW1/9VBmfKVVOkZE0eJGI36lsz2QUpyMgDAzMwEm9ZOEDki3VuzYhQsLMwAAGmpqZjvO0nkiNSzZsl8pKYof4ZDhgxRfbklIu1iRZQMQoMGDdC6dWsAQGR0JLb+ukncgNTgs2Cq6nmZ8pVQ7X+GP64wKzMWLVe1QEVGvMWerRtEjihn3oW/xeH9e1TpGT69YW6e/8YVmpqaYv7sAar0H0cO4k1oqIgR5dy92zfxx5GDAABHJyf4+vqKGxDpL7aIqo0VUTIYCxcuVE0sePL8iaqrOy/bfXAH3kUpJ+dIJBLMWKTfM/+/hIubO5q0aq9K79i0Vi/G+964chF4/7tWoIAjxo3qInJE4hk8sA0KebkCUC6D5DN2iMgR5czjh/dhZKzcaHDmjBlwcDCsnbCI8jJu8UkGo3jx4ggICIBJmhkcBTcIgnLSSF72Tc362H/iCIKCH6Jpmw5wcXMXOyRRjfXxx+Xzf0JqYoaug/Rj6aN6jWqhTrWJ8Jm8G/P8B4kdjuh2bJmKOvWHw8HJDj0GDhQ7nByp1ag1Klf7H66fPoT+/fPX+GwisbEiSgZlxIgRSIpPxoV9lxHzNgaO7nm7ZeNtVBp6DZsFR2cFylWsKHY4ojM2NsbaXb8hKg148SYW0QnJcLC2EDusT1IIckhk91GptDOu/bVG7HDyhFr/K4e/zgTCysUMt4JsoJDLITXKu9vUpqTJIFcIaPhNTfRu30TscEjPca959eX95gYiNVnaWKDEV8WQFJ8MWXre3aknOjYRb5JTULi4GypVrQpjY34vBAAXtwIo5ukKCzMT3H/5VuxwPis1+SUK2EXCyaG42KHkKbX+Vw7FPT3hZBWLyNhXYofzWeExCSjs5gBPJzuxQyHKl1gRJYPkVcoDroWcceToYfxx/oTY4WTyNiIMD16EwczJGt5FCogdTp5jLJWidCEXRMfGY2XgYjz4+47YIWWQmpKCQd3b4+WD43Czt4e5qbXYIeU5luYWKFPQHEnJrxAREYaU5CSxQ8ogNCQI61YuhVSQo0whV0ileXwcD+kHTlZSGyuiZJAUggLTAydj7rpZWLAqAHEJcWKHpPLXtfNo91MrLFk7Dc7OppDwAzBLKdFvsXZqP+xevwIThvbNU5PP5vlMwIO/72JQn0WYPO2g2OHkWQVdCmDv+g3o0rguZk0aI3Y4GaxcOBfbfl6Gcb07IPTlM7HDIcq3WBElg2RqaoqChZQLisclxGLDjrUiR6SkUCgwa4kfAOBVyBNsWD5H5IjyLmcXN8THRAEA4mKisWn1MpEjUgoNCcKZ40dU6RpflRYxmrztxMnrOLj3LBQKBS6cOYmg50/FDgkAcP3yX/jrzEkAgEIug7e3t8gREeVfrIiSwZo3bx4sLS0BAL8e3o0Xwc9FjgjYsHMtYuNjAQBSqREm+y8QOaK8y8rGBu26/qhKb1+3EklJCSJGpDR99FBV62yRwgXQ76eWIkeUd7VqURslSxRUpaePFn85J5lMhuUBs1TpeXPnwsbGRsSIyKCwa15trIiSwSpYsCAmTpwIQNkSuXT9YlG7d5OSkrB5zyZVuv33P8LewVG0ePTBkHFTYGmlHH8pk8kwa6K43bt//fkHnj1+oErv2jpNxGj0w6+/+KieB714hlPHfhcxGuDQrzvw8tkTAEC1atXw448/ZpODiLSJFVEyaGPHjoWXlxcA4Oqty7h4/S/RYvFZOBVyuXIWv6WVNQaPnSxaLPpCKpVi1FQ/Vfri2VN48fSJKLEoFArMmz5Rla5frwqqV2e3fHbKly+K5k1rqtKLZk4TbaOCuNgYbFixRJUODAzUi7VqSX98WL5Jlw99x79AMmgWFhZYsOBj9/fSdYuQnp6u8zievXyKv66dV6XHTJ3JD8AcatS8DQoWLqJKTx8jTvfuplWBiIuNAQAYGUmxZ/t0UeLQR79sngwTY+VaookJ8Vi1aK4ocWxaFYj4OOXQmO7du6NWrVqixEFEH/GTkAxep06d8PXXXwMAXr0JwZ7fd+k8hinzPrakeRX2RoPmrXQegz6bsXCF6nnIy+c4dfSQTstPSkrA9g2rVelhg9vD0dFWpzHoM1tba4wf21WV3vvLZsTFxOg0hhdPH+PA7u0AAEtLS8ydK05lmIgyYkWUDJ5EIkFgYCAk7/f73LBzHaKiI3VW/vE/jyE4NEiV9luYf/eTz62iJUrhf3Xrq9ILZ+m2e3fGhFGQy5TDKmxtrbBg7gCdlW0o/Kb1gqODclKQQi6H7/jhOitbEAQsn+8PhVwOAJg0aRI8PT11Vj7lI5yspDZWRClfqFKlCvr06QMAKF+sAmRy3e249PO2larnterWR9ESpXRWtiGZPm8xjN7vPpWUkIB7t2/orGyvwp6qBc9XBY7gsIpckEqlWP/zOFX61tVLiI/Tzfq+crkc3qXKw9TMDIUKF8aYMXlrTVOi/Ix7ClK+MXv2bLRp2RZG78whEXRXkZg8YiECtwQgJOghps1brLNyDY2lpTX6Dx+Lg/t+xXffD0TR0hV1Uq4gKPDTwAaYNKIo9ux+gu+7NNBJuYaoTas6qFShGCKiYtF37BhYW+tm2SQFJGj1Qz+MGDoY0rQEWFhY6KRcyn+417z6WBGlfMPV1RWt2rbE4xvPcPv0Pdg4WsPISLsV0vjEZESmCxg/cymKFnPjfvJfqHOPn9Du+1648M8L3A8OR43SXlovMzUlBK42b1HCqxL8/b7VenmG7trFlUhKS8Hp228QHfcajvba7yIPj05Aof+3d+fRUVTp/8c/nT0kJAYCJIGw77KoiUIQFQRZ3FBcQBmEHxEHWQQRFFFZZkSQRURQEGGEUb9ER9xGZFMhyCAYFgcGEAGRPSBLyAadkK7fH5GGJglJk05Xunm/zulj13Kr7sM9MU+eqrpVJVytm9eVXxn/zANwDj+RuObUalpDkTUq6dSRU2V+rl9+S5XPdRVUt14USagLWCwWBQT4qX71SJ3MyNKx0xllej6bLVf+xi+qdl0FhQRdV6bnulb4+fkprEKoGlX3VXrmQeWdL9tZLLLO5cjXx6LGNauRhKLscY+o0/ipxDUnMDhQDW6qq+/XfaunRvbTOes5l5/jlz2/6Otvl+lE3nnVaxgjvz+nroFr1KwaoWCLobenT9YLAxPL5BwzX/+7HurYRr/v3KzIiHplco5rWd2Y6qoWnqGduzZp2ZeLy+Qcb7w6RrOnT1a1sEBViwgtk3MAKB1KNLgmzXhvumZ8NE2S9H+ff6B+Pfu79PijJz6v1D+OKrpGXb15ywKXHhv5T0HPGTNIqYcPSJK++tci3f/IYy47ftrpU/o86QPZbDYl9puvmMgG6nzXzS47PiR/X3/Nm/6RPvvsP5LFoviEtoqsWs1lx/9l+zb9+9NFMgxDu7es1/bt/5OvL38QAuUNFVFckxITE+2/lD74dKGO/ZHqsmN/9s2nSv3jqCQp9fA+2Wx5Ljs28lksFjVp1ty+/PbU13T+vOtmQhg3Yoh9eqjIymEkoWXAx8dH/1m7Q4ZhyLDZNHbEYJcd2zAMzXz97/ZX+v71r0+RhMI9uDTvNBJRXJOaNGmiwYPzf/FZc6x6Z+FMlxz3/PnzmvmPGfbl9p3vVXT1sn+g5lo06m+vyz8gQJJkPXdWb7zqmve+79i6RT9v3GBf/sfc511yXBT04YKLr7nd/t8t2pKy3iXH/X7Z19r+382SpIYNG2nQIHPexgWgeCSiuGaNHTtWlSpVkiStXLNCW3f8t9THfP2d12TNyb/n1D8gQC+Mn1jqY6JwgUFBShw83L689ItP9cex0le2xz8/1P79hpb1de/dvAayrNzZ7ka1vqWJffnVF4dfYe+SOXf2rGZPf92+/Oab0xXw5x8sQFmzmPDxdCSiuGZFRERowoQJ9uXp700t1dt6jp84pm+++9q+/OTg4QoMCipVH3FlPfs8qcpVqkrKvxw75rnSXd79POlDHTt6RFL+5f/Fi8aVtosoxqdJ4+wvCzj5x3F9vHBeqY63aMFcnfjzD5IuXbqoa9eupe4jgLJDIoprWv/+/dW8ef69hrv2/qJvvv+6mBZFe2nSC/Z70ipXqaoefZ50SR9xZS9PfMP+fee2n7X5px+v6jjnz5/XnOkX3z/+2KPtVadOdKn7hyuLiY5U3ye62JfnzXpD1nNXN5PFsaNHtOgfcyXlTxM1fTovkADKOxJRXNN8fX01Y8bFezpnL3xbWdmZTh9n488/afuv2+3LlyZHKFs33txaTVvcaF++2su70/7+sj0BCgoK0D/mjiymBVxlzsxhqlAhUJKUm5Oj18e+cHXHefN15eRYJUlDhgxR48aNXdZHoER4WMlpJKK45rVv314PPvigJOn0mVP64NOFTh9j3Btj7N+vb3mjbry5tcv6h+L9bdosWSz5l3dPnfhDSQvec6r96ZMnHOayfO1vidxX6EZ+fn6aPnmgfXnV8m90+OB+p46x/b+btWrZEklS5chIjRkzppgWAMoDElFA0tSpUxUUFKT2rTqo8613O9X22B+pSs9MlyRZLD4aP3VWWXQRVxBZtZrufvAR+3JWVrZT7cMjKqlH7/vl5+ejmJjKGjbkYVd3EcXon3ivateKkpR/v++61d851b5Ow6bq8eQzCgkN1YRXX9V1111XBr0EruzCu+bd+fF0TGgPSKpbt6727t2rU/vStWPdLtlshv0BiuKEh1XSCy+8q2++Xah69eu4dFJulNyzL/1NubnnFRvXXs2bt3CqbW7uMY149lZNHddNWVnMN2mWjz94RX2eel1/HZGouo07OtU2LTtHiQMGaeq4FxQdxc8g4ClIRIE/xcTEKCIsQkf2pur0sTRVjo4oUbsde47Kv1K4Js96V/4B/EiZxc/PT6NfnazfjpzUr4dP6FTGWVWqGFxsO5uRJ0vuDlWr6qeYarXc0FMU5eabG2vHlve1be8ebd6/XxUrRMqnBBPRn8vJlc1mqEnNqqpR5bqy7yhQFHfft+kFFVEuzQOXCA4NVsO4ejqbcVanT6fpfN6V39ZzKi1Tx3Ksql0viiS0nKgdFaHgAH/t3H9MZ9JOX3Hfg/v3KTtrj6LCTykyor6beoji1KteXZVDzuhE2sFi9z2TdlrH07JUJ6qSYiqHu6F3AFyJRBS4THS9qkrZ86MeG/Swvlz2WZH7vTJ5tBZ99ZkCK4eqVq2qbuwhrsTHx0c1KwXps3/MVPc7W+s/q78tdD/ruXPq99DdevzuR/VzygEFBoS4uacoSoWgYDWNDdZvuzdqcN8eyi5iJotD+3/Xo51v16I5bygq1L/Et9MAKD9IRIHLbN+xXVPmTFJ65hnN/XCOzqSnFdhnzYbV+m7tSn306UzNmz5SFn4BlivL//VPbfruS+Xl5WnSmFGFvqjgtZdHKDc3V+lnsjTomQXu7ySuaM7MbzTqr6P0vy2b9PcXni10n7envSbrubNauvj/9OHC+W7uIVAEpm5yCokocJmbbrpJf/nLXyRJGVkZmr/IcSogm82m12b83b5cuUoVt/YPxXu83wD5+OTfW5hxJk3vv/Omw/aD+39X8spl9uXpk3kXeXlz4w0Xb5X4cc0q/bZ7l8P2n/6zRj8mfy9Jio6O0fDhpX89KAD3IxEFCjFp0iRVqFBBkvTZ0k+1d/8e+7Z5H71rn67Jx9dXY1+fUegxYJ6w667TQ7362Jf/7/25yszMsC+PHTHE/r1O7Sj168trIMubx3p0UKOGsfblsZe8vvV8bq5mTbn4et7Jk19XaGioW/sHFIbpm5xHIgoUonr16ho9erSk/Arom3Pf0PbthrKzs/XhZx/Y93vo8T4KY77Ccunp4aMUElpRkpR3/rz+/sKz2rFdWrdunfbt+dW+38cfMvF5efXponH27wf379OCuV9Jkt6duUgH9u2VJLVq1UqPP/64Gd0D4AIkokARhg8frlq18qfz2bQtRaPHrdHUqVNls+VJkgKDK+rp4aPM7CKuwMfHR8NfuXgLxYa1q/XSqF/0zjvv2NfdHBen+LhGZnQPJXB909q69+6Lbyn757vjlJaWpsUfzbSve+utt+Tjw68ywFPx0wsUITg4WI88Ms2+fDpnijZv3mxf9gn5uzZs4EeoPOvQ5V5ViaprXz5z5AllZuY/gW2x+KhSxTH68UezeoeSGDrwJVks+ff7GrYsjR07VoYt/c+tfXTo0C3mdQ64HO+adxq/RYEi5OVJixZ1l3S7JMmmP+zbfPzqKSD0Xs17TyrkgWyUEzabFBhxsQJq2M7Yv9ep+ZACAkL1HmNYbtls0ocfVVD92hcvve/ff+Ed9CGSXtOwYfk/qwA8EzNwA0X44Qfp8GGLpBmSbtKlf3oaRprSD7VR+iHpgTsl/8t+kuo2bKqXJs90WDfh+SH67dcdxZ73/p5PqFvPiw/anM3K0uBe95eozy9Oekv1G19vX075T7LmTPlbse2Cgivo7Y++lCSdyTwn+fhowaxp+uHbb4ptG9fmdg18fqzDuuf69VDaqRPFtn1i4HDd0eke+/Lh/fs0ZuiTxbaTpCnzklQp8uKMBcu//Jc+eX+Owz6556WMDEmWAMnIuWSLRanHv1Pq8fz3mS/9TvK7ZAxffvERPdXvLvvy0aOn1er2F0rUr5VLxqpRw+r25f/7+AeNevmDK7TIF1XtOv20drLDugFD3tU3yzYV27bnI201+bUnZNgkyU+GLU1NWj6jzMxzxbZ9562ndG/XePvypi179eCjrxfbTpK2b56hipe8vWr6W//W9Jn/LrbdjTfU1Zf/crytpdsjk7Tl598c1p3/c/wMw5BkkWP55yVJMTp4MP9ntV27EnUZKFPufoDIGx5WIhEFinD06IVvN0gaoICA7bJYNshqtcrIO2nfL72Ql/dEVo2WxeI4t2h62mmd/ON4sec9m5Xl2NaiErWT8h/KubRtbo61RG2DK4RIF9pZLLJYLMrMTC9R28z09AKxpp06WaK2OdZzDm1tNluJYzUMm0Nb69mzJW4rGco+e8q+lH3WcWvWZQlcns2mw0dOqSTOn3csr2aftZa47eVOnc4oUdvTaVkF1h05eloZGWcL2dvR2bM5Dss5OedL3N/8BPGi9IzsErWNrRFZYN2JE+klahsdHa1jx6Jls12cW/TizyoAT0MiChQhOvrSpbfl63tePXv+Ve+/v1z51Zl8kZFSYKBj2wZ1YnVPqyYO696rE6vMtOKrhHFN6zm0zcjIUPXq1a/Q4qJ2NzZUXNzFtsYfe0vUNjQ0VJ3jG2r5st/UOb6h/P39ldywjnaWoO319WsViLV2zRoKKsErT1tf7xjrrut8Shxrp/jGir5kkI78t66WX9bWapVO2P/JbZJ8FB8frU2bjsgwih7D0IjWsgQ/YF/2Czla4n75h3aSJfjiA1Ah4WdVvXrxVcKoqCiHc0pSpcjlql69+NdcRkS2lCX4AVlycyUtlyXoHsXE1LTfD3slFcJvlyX4XvtyYMVNql79nSu0uMinwn2yBFe0L4dV2qfq1dcV265KtYYFYq1SbYGqV3dMqB3HT5Js6tKlixYtmqNz5wLsax1/VgETlfN3zY8bN07jx493WFetWjWlpqa6sFPOIREFCjFv3jz1799fFkuIpEx70tKtWzclJb2rs2f9ZbFINWpI+/ZJvr7FH/Pf/y4+GSnMdeHhOnTo0FW17Xb//ep2f8ku6+fm5kqSfH185Ovjo2lTp2ra1KlXdd6NGzdeVbumTZpcVayrV6/W008/Xei2KlV+1IkTrWUYUnBwrl5++Rs99tjdTo1hTEyNqx6DXr3+ol69/nJVbefOnevU/haL7c//+uqXX365qnPGx99y1bE+99wIPffciKtqW6lSZR0+fPgKe/yo4OA4dev2jZKS8n8eL4zfbbdd1SmBa9L111+vb7+9+Opj35L8AitDJKLAZQ4fPqwRI0YoJiZGp06dkdV68ar1BReW33yzZEko3OO1115T+/btHdbt3dtMvXszhuXdK6+8ogEDBhRY37nzfUpPD5R0s/Kr2vkYP+Dq+Pn5KSoqyuxu2JGIApcZMGCAbr/9dlWqVEmffvqpPv1UGjpUOnnxtlDVqJH/C7B7d9O6iUI0aNBArVu3dljXurUUHMwYlnf16tVTvXr1HNYlJycrPf2EHn74Za1f76uTJy8moowfyiOzHlZKT093WB8YGKjAy+8Z+9Pu3bsVExOjwMBAtWrVSq+99prq1q1b6L7uwPRNwCU+/PBDJScnO0x63r279Pvv0pIl+ctLluRfyuUXoOdgDD3T/PnzZbFYNHlyP8YPuILY2FiFh4fbPxMnTix0v1atWumf//ynli9frvfee0+pqalq06aNTl76V7qbkYgCfzp+/LiGDRumSZMmqUaNGg7bfH2ltm3zv7dty6XA8mrQoEHy8/NTWFiYOnfurLVr19q3MYae5cyZM/r000/VoUMH1alTh/GDZzBpQvuDBw/qzJkz9s+LL75YaPe6du2qhx56SM2bN1fHjh215M+/7hYuXOjKfwWncGke+NPAgQPVqFGjIh96QfkVHh6uoUOHql27dqpcubL27NmjKVOmqF27dlqyZIk6d+5sdhfhpEWLFuns2bNKTEw0uytAuRcWFqawsDCn24WEhKh58+bavXt3GfSqZEhEAUmLFy/Wv//9b23ZsqXAnJgo/2688UbdeOON9uXbbrtNDz74oJo3b67nn3+eRNQDzZ8/X5UrV9aDDz5odlcAr2W1WrVz507dZuLUE1yaxzUvMzNTgwYN0pAhQxQTE6O0tDSlpaUpJyd/ou+0tDRlZRWcMBzl23XXXad7771XW7du1dmzxU/sjvJj69at2rhxo/7yl78U+cAFUC6V83fNjxgxQsnJydq3b582bNighx9+WOnp6erTp0/xjcsIiSiueSdOnNCxY8c0bdo0RURE2D+LFi1SVlaWIiIi1KtXL7O7iatw4c0/VLk9y/z58yVJTz5Zste9AiiZQ4cO6bHHHlOjRo3UvXt3BQQEaP369apVq5ZpfeLSPK55UVFRWrVqVYH1kyZNUnJyspYuXarIyIKvJET5dvr0aX399de64YYbFBQUZHZ3UEJWq1UffvihbrnlFjVr1szs7gBOKe/vmk9KSiqbjpQCiSiueUFBQWrXrl2B9QsWLJCvr69924U3D6H8efzxx1WzZk3Fx8crMjJSu3fv1rRp03Ts2DEtWLDA7O7BCV988YVOnTpFNRS4RpCIAvB4LVq00Mcff6w5c+YoMzNTlSpVUtu2bfXBBx/o5ptvNrt7cML8+fMVEhKinj17mt0VwHnl/F3z5RGJKFCEBQsWUE3zEKNGjdKoUaPM7gZcYMWKFWZ3AYAb8bASAAAATEFFFAAAwAUshiGL4b7r5e48V1mhIgoAAABTUBEFAABwBR5WchoVUQAAAJiCRBQAAACm4NI8AACAC5T3NyuVR1REAQAAYAoqogAAAK7Aw0pOoyIKAAAAU1ARBQAAcAHuEXUeFVEAAACYwiMS0d9//12JiYmqU6eOgoODVa9ePY0dO1Y5OTkO+x04cED33XefQkJCFBkZqWeeeabAPgAAACgfPOLS/C+//CKbzaZ3331X9evX1//+9z/1799fWVlZmjp1qiQpLy9P99xzj6pUqaK1a9fq5MmT6tOnjwzD0MyZM02OAAAAeD0eVnKaRySiXbp0UZcuXezLdevW1a5duzR79mx7IrpixQrt2LFDBw8eVExMjCRp2rRp6tu3ryZMmKCwsDBT+g4AAIDCeUQiWpgzZ86oUqVK9uUff/xRzZo1syehktS5c2dZrVZt2rRJ7du3L/Q4VqtVVqvVvpyeni5Jys3NVW5ursv6e+FYrjxmeePtMRKf5/P2GInP83l7jGUZX3n4N+NhJed5ZCK6d+9ezZw5U9OmTbOvS01NVbVq1Rz2i4iIUEBAgFJTU4s81sSJEzV+/PgC61esWKEKFSq4rtN/WrlypcuPWd54e4zE5/m8PUbi83zeHmNZxJedne3yY6LsmZqIjhs3rtAk8FIpKSmKj4+3Lx85ckRdunTRI488oieffNJhX4vFUqC9YRiFrr/gxRdf1PDhw+3L6enpio2NVadOnVx6OT83N1crV67UXXfdJX9/f5cdtzzx9hiJz/N5e4zE5/m8PcayjO/CFU14FlMT0cGDB6tnz55X3Kd27dr270eOHFH79u2VkJCguXPnOuwXFRWlDRs2OKw7ffq0cnNzC1RKLxUYGKjAwMAC6/39/cvkfwJlddzyxNtjJD7P5+0xEp/n8/YYyyK+cvHvxcNKTjM1EY2MjFRkZGSJ9j18+LDat2+vuLg4vf/++/LxcZx5KiEhQRMmTNDRo0cVHR0tKf/yemBgoOLi4lzedwAAAJSOR9wjeuTIEbVr1041a9bU1KlT9ccff9i3RUVFSZI6deqkpk2bqnfv3poyZYpOnTqlESNGqH///jwxDwAA3MIbHiByJ49IRFesWKE9e/Zoz549qlGjhsM2w8gfcV9fXy1ZskQDBw7UrbfequDgYD3++OP26Z0AAABQvnhEItq3b1/17du32P1q1qypr7/+uuw7BAAAcDnDyP+483weziNe8QkAAADvQyIKAAAAU3jEpXkAAIDyjjcrOY+KKAAAAExBRRQAAMAVmNDeaVREAQAAYAoSUQAAAJiCS/MAAAAuYLHlf9x5Pk9HRRQAAACmoCIKAADgCjys5DQqogAAADAFiSgAAABMwaV5AAAAF+DNSs6jIgoAAABTUBEFAABwBcPI/7jzfB6OiigAAABMQUUUAADABbhH1HlURAEAAGAKElEAAACYgkvzAAAArsCblZxGRRQAAACmoCIKAADgAjys5DwqogAAADAFiSgAAABMwaV5AAAAV+DNSk6jIgoAAABTUBEFAABwAR5Wch4VUQAAAJiCiigAAIArMKG906iIAgAAwBQkogAAADAFl+YBAABcgIeVnEdFFAAAAKagIgoAAOAKNiP/487zeTgqogAAADAFiSgAAABMwaV5AAAAV2AeUadREQUAAIApqIgCAAC4gEVunr7JfacqM1REAQAAYAoqogAAAK5gGPkfd57Pw1ERBQAAgClIRAEAAGAKLs0DAAC4AO+adx4VUQAAAJiCiigAAIArMKG906iIAgAAwBQkogAAADAFl+YBAABcwGIYsrhxbk93nqusUBEFAACAKaiIAgAAuILtz487z+fhqIgCAADAFFREAQAAXIB7RJ1HRRQAAACmIBEFAACAKbg0DwAA4Aq8WclpVEQBAABgCiqiAAAArmAY+R93ns/DUREFAACAKUhEAQAAYAouzQMAALiAxcj/uPN8no6KKAAAAExBRRQAAMAVeFjJaVREAQAAYAoqogAAAC5gseV/3Hk+T0dFFAAAAKYgEQUAALgGTZw4URaLRcOGDTOtD1yaBwAAcAUPelgpJSVFc+fOVYsWLVzYIedREQUAALiGZGZmqlevXnrvvfcUERFhal9IRAEAAFzBMOEjKT093eFjtVqv2M1BgwbpnnvuUceOHV0U+NUjEQUAAPBgsbGxCg8Pt38mTpxY5L5JSUnavHnzFfdxJ+4RBQAA8GAHDx5UWFiYfTkwMLDI/YYOHaoVK1YoKCjIXd27IhJRAAAAF7AYhixufFjpwrnCwsIcEtGibNq0ScePH1dcXJx9XV5entasWaNZs2bJarXK19e3zPpbGBJRAACAa0CHDh20bds2h3X/7//9PzVu3FgvvPCC25NQiUQUAADANcr59E0VK1ZUs2bNHNaFhISocuXKBda7Cw8rAQAAwBRURAEAAFzBkOTO97+7oPi6evXq0h+kFKiIAgAAwBQkogAAADAFl+YBAABcwKzpmzwZFVEAAACYgoooAACAKxhy8/RN7jtVWaEiCgAAAFOQiAIAAMAUXJoHAABwhXL+ZqXyiIooAAAATEFFFAAAwBVskixuPp+HoyIKAAAAU5CIAgAAwBRcmgcAAHAB3qzkPCqiAAAAMAUVUQAAAFdg+ianUREFAACAKaiIAgAAuAIVUadREQUAAIApSEQBAABgCi7NAwAAuAKX5p1GRRQAAACmoCIKAADgCrxr3mlURAEAAGAKElEAAACYwmMS0fvvv181a9ZUUFCQoqOj1bt3bx05csRhnwMHDui+++5TSEiIIiMj9cwzzygnJ8ekHgMAgGvJhXfNu/Pj6TwmEW3fvr0++eQT7dq1S4sXL9bevXv18MMP27fn5eXpnnvuUVZWltauXaukpCQtXrxYzz33nIm9BgAAQFE85mGlZ5991v69Vq1aGjVqlB544AHl5ubK399fK1as0I4dO3Tw4EHFxMRIkqZNm6a+fftqwoQJCgsLM6vrAADgWsD0TU7zmET0UqdOndJHH32kNm3ayN/fX5L0448/qlmzZvYkVJI6d+4sq9WqTZs2qX379oUey2q1ymq12pfT09MlSbm5ucrNzXVZny8cy5XHLG+8PUbi83zeHiPxeT5vj7Es4/PWfzNv51GJ6AsvvKBZs2YpOztbrVu31tdff23flpqaqmrVqjnsHxERoYCAAKWmphZ5zIkTJ2r8+PEF1q9YsUIVKlRwXef/tHLlSpcfs7zx9hiJz/N5e4zE5/m8PcayiC87O9vlx3SazZAsbqxS2qiIlsq4ceMKTQIvlZKSovj4eEnSyJEjlZiYqP3792v8+PF64okn9PXXX8tiyZ+068J/L2UYRqHrL3jxxRc1fPhw+3J6erpiY2PVqVMnl17Oz83N1cqVK3XXXXfZq7jexttjJD7P5+0xEp/n8/YYyzK+C1c04VlMTUQHDx6snj17XnGf2rVr279HRkYqMjJSDRs2VJMmTRQbG6v169crISFBUVFR2rBhg0Pb06dPKzc3t0Cl9FKBgYEKDAwssN7f379M/idQVsctT7w9RuLzfN4eI/F5Pm+PsSzi8+Z/L29maiJ6IbG8GsafN+heuL8zISFBEyZM0NGjRxUdHS0p//J6YGCg4uLiXNNhAACAovCwktM84h7Rn376ST/99JPatm2riIgI/fbbbxozZozq1aunhIQESVKnTp3UtGlT9e7dW1OmTNGpU6c0YsQI9e/fnyfmAQAAyiGPmEc0ODhYn332mTp06KBGjRqpX79+atasmZKTk+2X1X19fbVkyRIFBQXp1ltv1aOPPqoHHnhAU6dONbn3AADg2mBcrIq64yMqom7RvHlzff/998XuV7NmTYcn6QEAAFB+eURFFAAAAN7HIyqiAAAA5R4PKzmNiigAAABMQUUUAADAFWxufoDIC96sREUUAAAApqAiCgAA4AqGLf/jzvN5OCqiAAAAMAWJKAAAAEzBpXkAAABXYPomp1ERBQAAgCmoiAIAALgC0zc5jYooAAAATEEiCgAAAFNwaR4AAMAVeFjJaVREAQAAYAoqogAAAK5gyM0VUfedqqxQEQUAAIApqIgCAAC4AveIOo2KKAAAAExBIgoAAABTcGkeAADAFWw2STY3n8+zUREFAACAKaiIAgAAuAIPKzmNiigAAABMQSIKAAAAU3BpHgAAwBW4NO80KqIAAAAwBRVRAAAAV7AZcusL4G1URAEAAICrQkUUAADABQzDJsNw3yTz7jxXWaEiCgAAAFOQiAIAAMAUXJoHAABwBcNw7wNETN8EAAAAXB0qogAAAK5guHn6JiqiAAAAwNUhEQUAAIApuDQPAADgCjabZHHj3J7MIwoAAABcHSqiAAAArsDDSk6jIgoAAABTUBEFAABwAcNmk+HGe0R51zwAAABwlUhEAQAAYAouzQMAALgCDys5jYooAAAATEFFFAAAwBVshmShIuoMKqIAAAAwBYkoAAAATMGleQAAAFcwDEnufNc8l+YBAACAq0JFFAAAwAUMmyHDjQ8rGVREAQAAgKtDIgoAAABTcGkeAADAFQyb3PuwkhvPVUaoiAIAAMAUVEQBAABcgIeVnEdFFAAA4Bowe/ZstWjRQmFhYQoLC1NCQoKWLl1qap+oiAIAALhCOb9HtEaNGpo0aZLq168vSVq4cKG6deumLVu26Prrry+LHhaLRBQAAOAacN999zksT5gwQbNnz9b69etJRMuLC/dbpKenu/S4ubm5ys7OVnp6uvz9/V167PLC22MkPs/n7TESn+fz9hjLMr4Lv7fNvG/yvHIlN57+vHIlFcxZAgMDFRgYeMW2eXl5+te//qWsrCwlJCSUWR+LQyJ6mYyMDElSbGysyT0BAADOysjIUHh4uFvPGRAQoKioKK1N/cat55Wk0NDQAjnL2LFjNW7cuEL337ZtmxISEnTu3DmFhobq888/V9OmTd3Q08JZDG945MqFbDabjhw5oooVK8pisbjsuOnp6YqNjdXBgwcVFhbmsuOWJ94eI/F5Pm+Pkfg8n7fHWJbxGYahjIwMxcTEyMfH/c9inzt3Tjk5OW4/r2EYBfKVK1VEc3JydODAAaWlpWnx4sWaN2+ekpOTTUtGqYhexsfHRzVq1Ciz4194Us2beXuMxOf5vD1G4vN83h5jWcXn7kropYKCghQUFGTa+UsqICDA/rBSfHy8UlJSNGPGDL377rum9IfpmwAAAK5RhmHIarWadn4qogAAANeA0aNHq2vXroqNjVVGRoaSkpK0evVqLVu2zLQ+kYi6SWBgoMaOHVvsU2yezNtjJD7P5+0xEp/n8/YYvT2+8u7YsWPq3bu3jh49qvDwcLVo0ULLli3TXXfdZVqfeFgJAAAApuAeUQAAAJiCRBQAAACmIBEFAACAKUhEAQAAYAoSUTd55513VKdOHQUFBSkuLk4//PCD2V1yiXHjxslisTh8oqKizO5WqaxZs0b33XefYmJiZLFY9MUXXzhsNwxD48aNU0xMjIKDg9WuXTtt377dnM5eheLi69u3b4Exbd26tTmdvQoTJ07UzTffrIoVK6pq1ap64IEHtGvXLod9PHkMSxKfp4/h7Nmz1aJFC/uk5wkJCVq6dKl9uyePn1R8fJ4+fpebOHGiLBaLhg0bZl/n6WMI1yERdYOPP/5Yw4YN00svvaQtW7botttuU9euXXXgwAGzu+YS119/vY4ePWr/bNu2zewulUpWVpZatmypWbNmFbp98uTJeuONNzRr1iylpKQoKipKd911lzIyMtzc06tTXHyS1KVLF4cx/eYb978/+WolJydr0KBBWr9+vVauXKnz58+rU6dOysrKsu/jyWNYkvgkzx7DGjVqaNKkSdq4caM2btyoO++8U926dbMnKp48flLx8UmePX6XSklJ0dy5c9WiRQuH9Z4+hnAhA2XulltuMQYMGOCwrnHjxsaoUaNM6pHrjB071mjZsqXZ3SgzkozPP//cvmyz2YyoqChj0qRJ9nXnzp0zwsPDjTlz5pjQw9K5PD7DMIw+ffoY3bp1M6U/ZeH48eOGJCM5OdkwDO8bw8vjMwzvG0PDMIyIiAhj3rx5Xjd+F1yIzzC8Z/wyMjKMBg0aGCtXrjTuuOMOY+jQoYZheN/PIEqHimgZy8nJ0aZNm9SpUyeH9Z06ddK6detM6pVr7d69WzExMapTp4569uyp3377zewulZl9+/YpNTXVYTwDAwN1xx13eM14StLq1atVtWpVNWzYUP3799fx48fN7tJVO3PmjCSpUqVKkrxvDC+P7wJvGcO8vDwlJSUpKytLCQkJXjd+l8d3gTeM36BBg3TPPfeoY8eODuu9bQxROrxZqYydOHFCeXl5qlatmsP6atWqKTU11aReuU6rVq30z3/+Uw0bNtSxY8f06quvqk2bNtq+fbsqV65sdvdc7sKYFTae+/fvN6NLLte1a1c98sgjqlWrlvbt26dXXnlFd955pzZt2uRxb0MxDEPDhw9X27Zt1axZM0neNYaFxSd5xxhu27ZNCQkJOnfunEJDQ/X555+radOm9kTF08evqPgk7xi/pKQkbd68WSkpKQW2edPPIEqPRNRNLBaLw7JhGAXWeaKuXbvavzdv3lwJCQmqV6+eFi5cqOHDh5vYs7LlreMpST169LB/b9asmeLj41WrVi0tWbJE3bt3N7Fnzhs8eLC2bt2qtWvXFtjmDWNYVHzeMIaNGjXSzz//rLS0NC1evFh9+vRRcnKyfbunj19R8TVt2tTjx+/gwYMaOnSoVqxYoaCgoCL38/QxhGtwab6MRUZGytfXt0D18/jx4wX+GvQGISEhat68uXbv3m12V8rEhRkBrpXxlKTo6GjVqlXL48Z0yJAh+uqrr7Rq1SrVqFHDvt5bxrCo+ArjiWMYEBCg+vXrKz4+XhMnTlTLli01Y8YMrxm/ouIrjKeN36ZNm3T8+HHFxcXJz89Pfn5+Sk5O1ltvvSU/Pz/7OHn6GMI1SETLWEBAgOLi4rRy5UqH9StXrlSbNm1M6lXZsVqt2rlzp6Kjo83uSpmoU6eOoqKiHMYzJydHycnJXjmeknTy5EkdPHjQY8bUMAwNHjxYn332mb7//nvVqVPHYbunj2Fx8RXG08awMIZhyGq1evz4FeVCfIXxtPHr0KGDtm3bpp9//tn+iY+PV69evfTzzz+rbt26XjmGuEomPSR1TUlKSjL8/f2N+fPnGzt27DCGDRtmhISEGL///rvZXSu15557zli9erXx22+/GevXrzfuvfdeo2LFih4dW0ZGhrFlyxZjy5YthiTjjTfeMLZs2WLs37/fMAzDmDRpkhEeHm589tlnxrZt24zHHnvMiI6ONtLT003ueclcKb6MjAzjueeeM9atW2fs27fPWLVqlZGQkGBUr17dY+J7+umnjfDwcGP16tXG0aNH7Z/s7Gz7Pp48hsXF5w1j+OKLLxpr1qwx9u3bZ2zdutUYPXq04ePjY6xYscIwDM8eP8O4cnzeMH6FufSpecPw/DGE65CIusnbb79t1KpVywgICDBuuukmh6lWPFmPHj2M6Ohow9/f34iJiTG6d+9ubN++3exulcqqVasMSQU+ffr0MQwjf+qRsWPHGlFRUUZgYKBx++23G9u2bTO30064UnzZ2dlGp06djCpVqhj+/v5GzZo1jT59+hgHDhwwu9slVlhskoz333/fvo8nj2Fx8XnDGPbr18/+/8sqVaoYHTp0sCehhuHZ42cYV47PG8avMJcnop4+hnAdi2EYhvvqrwAAAEA+7hEFAACAKUhEAQAAYAoSUQAAAJiCRBQAAACmIBEFAACAKUhEAQAAYAoSUQAAAJiCRBQAAACmIBEFAEnt2rXTsGHD7Mu1a9fWm2++aVp/AOBaQCIKoFTy8vLUpk0bPfTQQw7rz5w5o9jYWL388ssm9ax0UlJS9NRTT7n0mH379tUDDzzg0mMCgCcjEQVQKr6+vlq4cKGWLVumjz76yL5+yJAhqlSpksaMGWNi7xwZhqHz58+XaN8qVaqoQoUKZdwjALi2kYgCKLUGDRpo4sSJGjJkiI4cOaIvv/xSSUlJWrhwoQICAopsZ7Va9fzzzys2NlaBgYFq0KCB5s+fb9+enJysW265RYGBgYqOjtaoUaMcEkmr1apnnnlGVatWVVBQkNq2bauUlBT79tWrV8tisWj58uWKj49XYGCgfvjhB2VlZemJJ55QaGiooqOjNW3atAJ9u/zSvMVi0bx58/Tggw+qQoUKatCggb766iv79ry8PCUmJqpOnToKDg5Wo0aNNGPGDPv2cePGaeHChfryyy9lsVhksVi0evVqSdLhw4fVo0cPRUREqHLlyurWrZt+//13Z4YAADwSiSgAlxgyZIhatmypJ554Qk899ZTGjBmjG2644YptnnjiCSUlJemtt97Szp07NWfOHIWGhkrKT87uvvtu3Xzzzfrvf/+r2bNna/78+Xr11Vft7Z9//nktXrxYCxcu1ObNm1W/fn117txZp06dcjjP888/r4kTJ2rnzp1q0aKFRo4cqVWrVunzzz/XihUrtHr1am3atKnYGMePH69HH31UW7du1d13361evXrZz2Wz2VSjRg198skn2rFjh8aMGaPRo0frk08+kSSNGDFCjz76qLp06aKjR4/q6NGjatOmjbKzs9W+fXuFhoZqzZo1Wrt2rUJDQ9WlSxfl5OQ4MwQA4HkMAHCRnTt3GpKM5s2bG7m5uVfcd9euXYYkY+XKlYVuHz16tNGoUSPDZrPZ17399ttGaGiokZeXZ2RmZhr+/v7GRx99ZN+ek5NjxMTEGJMnTzYMwzBWrVplSDK++OIL+z4ZGRlGQECAkZSUZF938uRJIzg42Bg6dKh9Xa1atYzp06fblyUZL7/8sn05MzPTsFgsxtKlS4uMceDAgcZDDz1kX+7Tp4/RrVs3h33mz59fIE6r1WoEBwcby5cvL/LYAOAN/MxNgwF4k3/84x+qUKGC9u3bp0OHDql27dpF7vvzzz/L19dXd9xxR6Hbd+7cqYSEBFksFvu6W2+9VZmZmTp06JDS0tKUm5urW2+91b7d399ft9xyi3bu3OlwrPj4ePv3vXv3KicnRwkJCfZ1lSpVUqNGjYqNr0WLFvbvISEhqlixoo4fP25fN2fOHM2bN0/79+/X2bNnlZOTU2xVeNOmTdqzZ48qVqzosP7cuXPau3dvsX0CAE9GIgrAJX788UdNnz5dS5cu1eTJk5WYmKhvv/3WIZG8VHBw8BWPZxhGgbaGYUjKv1/z0u/FtQsJCSlwjKvh7+/vsGyxWGSz2SRJn3zyiZ599llNmzZNCQkJqlixoqZMmaINGzZc8Zg2m01xcXEOD3pdUKVKlavuKwB4Au4RBVBqZ8+eVZ8+ffTXv/5VHTt21Lx585SSkqJ33323yDbNmzeXzWZTcnJyodubNm2qdevWOSSO69atU8WKFVW9enXVr19fAQEBWrt2rX17bm6uNm7cqCZNmhR53vr168vf31/r16+3rzt9+rR+/fVXZ0Iu4IcfflCbNm00cOBA3Xjjjapfv36BimZAQIDy8vIc1t10003avXu3qlatqvr16zt8wsPDS9UnACjvSEQBlNqoUaNks9n0+uuvS5Jq1qypadOmaeTIkUU+/V27dm316dNH/fr10xdffKF9+/Zp9erV9od7Bg4cqIMHD2rIkCH65Zdf9OWXX2rs2LEaPny4fHx8FBISoqefflojR47UsmXLtGPHDvXv31/Z2dlKTEwssq+hoaFKTEzUyJEj9d133+l///uf+vbtKx+f0v3vsH79+tq4caOWL1+uX3/9Va+88orDE/wXYt66dat27dqlEydOKDc3V7169VJkZKS6deumH374Qfv27VNycrKGDh2qQ4cOlapPAFDekYgCKJXk5GS9/fbbWrBggcMl8P79+6tNmzZKTEws8nL47Nmz9fDDD2vgwIFq3Lix+vfvr6ysLElS9erV9c033+inn35Sy5YtNWDAACUmJjpMkD9p0iQ99NBD6t27t2666Sbt2bNHy5cvV0RExBX7PGXKFN1+++26//771bFjR7Vt21ZxcXGl+ncYMGCAunfvrh49eqhVq1Y6efKkBg4c6LBP//791ahRI8XHx6tKlSr6z3/+owoVKmjNmjWqWbOmunfvriZNmqhfv346e/aswsLCStUnACjvLEZpbpgCAAAArhIVUQAAAJiCRBQAAACmIBEFAACAKUhEAQAAYAoSUQAAAJiCRBQAAACmIBEFAACAKUhEAQAAYAoSUQAAAJiCRBQAAACmIBEFAACAKf4/r3psbCaDHcIAAAAASUVORK5CYII=",
+      "text/plain": [
+       "<Figure size 800x800 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# mesh.refine_mesh()\n",
+    "# mesh.get_initial_conditions()\n",
+    "mesh.plot_triangles(fill_color='initial_conditions');"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Solving complete!\n",
+      "  t_final = 20, Nt = 1000, D = 50\n",
+      "NOTE: min value color scale adjusted below min initial value\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 800x800 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# mesh.set_initial_conditions(default=0, special_triangles=[[0, 10]])\n",
+    "\n",
+    "mesh.solve(20, 1000, 50)\n",
+    "mesh.plot_triangles(fill_color='unknowns', time_step=-1,\n",
+    "                    show_labels=False);\n",
+    "# mesh.unknowns[50]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Refining mesh...initial status:\n",
+      "  refinements:  0\n",
+      "  points:       11\n",
+      "  triangles:    9\n",
+      "  sides:        19\n",
+      "  side length:  10\n",
+      "Refinement complete...final status:\n",
+      "  refinements:  1\n",
+      "  points:       30\n",
+      "  triangles:    36\n",
+      "  sides:        65\n",
+      "  side length:  5.0\n",
+      "Time taken for refinement: 0.193226 seconds\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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ZvXs3kydPxt7ePtXtJk6cSOPGjWnYsCGDBg3C2tqa+fPnc+7cOdasWaOeDU08Q7ho0SKcnJywtbWlWLFiuLu7U6lSJTZt2sSCBQuoUaMGWq2WmjVrpvu1lytXjk6dOjFr1iysrKx4++23OXfuHNOmTcPZ2TlZzIkJV0b66b7o3XffZfny5ZQtW5bKlStz4sQJpk6dSuHChV9pf25ubgwYMICJEyfi6upKq1atuHv3LqNHj8bLy8vgPdKvXz82btxIvXr16N+/P5UrV0an03H79m127drFwIEDqV27NqD/EbBjx45k9XXv3p158+bx4YcfMmnSJAoUKMD8+fO5fPkyf/75p8G6o0aNYvTo0ezZs+els/aNHDmSR48eUa9ePby9vQkJCWHnzp0sXryYDz/8kBo1aqjrDho0iFWrVvHhhx8yduxYChcuzIYNG/j999+ZNm0adnZ2Bvs+fPiw+l4RIs8z8c1wQggTSm3UhQoVKqS4fkqjLixbtkwpU6aMYmNjoxQvXlyZOHGisnTp0mQjJBQtWlRp0aJFuvb5zz//KLVr11ZsbGwUT09PZfDgwcrkyZMVQAkJCXnptnFxccq0adOUKlWqKLa2toqjo6NStmxZ5fPPP1euXr2qKIr+7vxWrVopRYsWVWxsbBR3d3elfv36yu+//55GiyW9jg0bNigVKlRQrK2tFV9fX2XGjBkG66U06kLia2vUqJHi4OCg2NnZKXXq1FG2bNmSrJ5Zs2YpxYoVUywsLAz2ExQUpLRt21ZxcXFRNBqN8vxhPD2vXVEUJSYmRhk4cKBSoEABxdbWVqlTp45y6NAhpWjRopkeXuzF0Q0URVGCg4OVTz/9VClQoIBib2+vvPnmm8o///yT7P8vcdSF9evXp9mWOp1OGTdunFK4cGHF2tpaqVy5srJ161alSpUqSqtWrQy2Dw8PV7777julTJkyirW1tZIvXz6lUqVKSv/+/ZWHDx+q6/31118KoBw9ejTZa3j48KHSuXNnxc3NTW2z3bt3J1tv4MCBikajUS5evPjS9vr999+Vt99+WylYsKBiaWmpODo6KrVq1VLmzJmjxMXFJVv/9u3bSrt27RRXV1f19S5btizZejqdTilatKjSu3fvl9YvRF6hUZQXRnUXQogcqEmTJty8eZMrV66YNA5fX18qVqzI1q1bTRqHSM7f35+yZcsycuRIvv3221faR+XKlfnf//7HggULXmn7WrVqUbRo0XR1tckOf/31F02aNOH8+fOULVvWJDEIkZNI1wUhRI4zYMAAqlWrho+PD0FBQaxatYrdu3ezdOlSU4cmcogzZ86wZs0a3njjDZydnbl8+TJTpkzB2dmZTz/99JX3O2XKFFq1asWwYcMy3LUiNDSUM2fOJJva15jGjRtH9+7dJckV4hlJdIUQOU5CQgIjRozg4cOHaDQaypcvz88//0ynTp1MHZrIIRwcHDh+/DhLly4lJCSEfPny0aBBA8aPH5+uoehS07RpU6ZOnYq/v3+GE11nZ2diYmJeue7MCg4Opn79+vTq1ctkMQiR00jXBSGEEEIIYZZkeDEhhBBCCGGWJNEVQgghhBBmSRJdIYQQQghhluRmtBfodDru37+Pk5NTuqdBFUIIIYQQxqMoCmFhYRQqVOilEwlJovuC+/fv4+PjY+owhBBCCCFEGu7cufPSEVIk0X2Bk5MToG+4lKbDzGpxcXHs2rWLJk2aYGVlle315RbSLqmTtkmZtEvqpG1SJu2SOmmblEm7pMwU7RIaGoqPj4+at6VGEt0XJHZXcHZ2Nlqia29vj7Ozs3xoniPtkjppm5RJu6RO2iZl0i6pk7ZJmbRLykzZLml1M5Wb0YQQQgghhFmSRFcIIYQQQpglSXSFEEIIIYRZkkRXCCGEEEKYJUl0hRBCCCGEWZJEVwghhBBCmCVJdIUQQgghhFmSRFcIIYQQQpglSXSFEEIIIYRZkkRXCCGEEEKYJUl0hRBCCCGEWZJEVwghhBBCmCVJdIUQQgghhFmSRFcIIYQQQpglSXSFEEIIIYRZkkRXCCGEEEKYJUl0hRBCCCGEWZJEVwghhBBCmCVJdIUQQgghhFmSRFcIIYQQQpglSXSFEEIIIYRZkkRXCCGEEEKYJUl0hRBCCCGEWZJEVwghhBBCmCVJdIUQQgghhFmSRFcIIYQQQpglSXSFEEIIIYRZkkRXCCGEEEKYJUl0hRBCCCGEWZJEVwghhBBCmCVJdIUQQgghhFmSRFcIIYQQQpglSXSFEEIIIYRZkkRXCCGEEEKYJUl0hRBCCCGEWZJEVwghhBBCmCVJdIUQQgghhFmSRFcIIYQQQpilXJXo7t+/n/fee49ChQqh0Wj49ddfDZ5XFIVRo0ZRqFAh7OzsaNCgAefPnzdNsEIIIYQQwqRyVaIbERFBlSpVmDt3borPT5kyhRkzZjB37lyOHTuGp6cnjRs3JiwszMiRCiGEEEIIU7M0dQAZ0axZM5o1a5bic4qiMGvWLIYNG0br1q0BWLFiBQULFmT16tV8/vnnxgxVCCGEEEKYWK5KdF/G39+fhw8f0qRJE3WZjY0N9evX5+DBg6kmujExMcTExKjl0NBQAOLi4oiLi8veoJ/V8/y/Qk/aJXXSNimTdkmdtE3KpF1SJ22TMmmXlJmiXdJbl0ZRFCWbY8kWGo2GzZs307JlSwAOHjzI//73P+7du0ehQoXU9Xr27MmtW7f4448/UtzPqFGjGD16dLLlq1evxt7ePltiF0IIIYQQry4yMpIOHTrw9OlTnJ2dU13PbM7oJtJoNAZlRVGSLXuen58fAwYMUMuhoaH4+PjQpEmTlzZcVomLi2P37t00btwYKyurbK8vt5B2SZ20TcqkXVInbZMyaZfUSdukTNolZaZol8Qr8Gkxm0TX09MTgIcPH+Ll5aUuf/z4MQULFkx1OxsbG2xsbJItt7KyMuqb2Nj15RbSLqmTtkmZtEvqpG1SJu2SOmmblEm7pMyY7ZLeenLVqAsvU6xYMTw9Pdm9e7e6LDY2ln379vHGG2+YMDIhhBBCCGEKueqMbnh4ONeuXVPL/v7+nD59Gjc3N4oUKUK/fv2YMGECpUqVolSpUkyYMAF7e3s6dOhgwqiFEEIIIYQp5KpE9/jx4zRs2FAtJ/at7dKlC8uXL2fIkCFERUXRq1cvgoODqV27Nrt27cLJyclUIQshhBBCCBPJVYlugwYNeNkgERqNhlGjRjFq1CjjBSWEEEIIIXIks+mjK4QQQgghxPMk0RVCCCGEEGZJEl0hhBBCCGGWJNEVQgghhBBmSRJdIYQQQghhliTRFUIIIYQQZkkSXSGEEEIIYZYk0RVCCCGEEGZJEl0hhBBCCGGWJNEVQgghhBBmSRJdIYQQQghhliTRFUIIIYQQZkkSXSGEEEIIYZYk0RVCCCGEEGZJEl0hhBBCCGGWJNEVQgghhBBmSRJdIYQQQghhliTRFUIIIYQQZkkSXSGEEEIIYZYk0RVCCCGEEGZJEl0hhBBCCGGWJNEVQgghhBBmSRJdIYQQQghhliTRFUIIIYQQZkkSXSGEEEIIYZYk0RVCCCGEEGZJEl0hhBBCCGGWJNEVQgghhBBmSRJdIYQQQghhliTRFUIIIYQQZkkSXSGEEEIIYZYk0RVCCCGEEGZJEl0hhBBCCGGWJNEVQgghhBBmSRJdIYQQQghhliTRFUIIIYQQZkkSXSGEEEIIYZYk0RVCCCGEEGZJEl0hhBBCCGGWJNEVQgghhBBmSRJdIYQQQghhliTRFUIIIYQQZkkSXSGEEEIIYZYk0RVCCCGEEGZJEl0hhBBCCGGWJNEVQgghhBBmSRJdIYQQQghhliTRFUIIIYQQZkkSXSGEEEIIYZYk0RVCCCGEEGZJEl0hhBBCCGGWJNEVQgghhBBmSRJdIYQQQghhliTRFUIIIYQQZkkSXSGEEEIIYZYk0RVCCCGEEGZJEl0hhBBCCGGWJNEVQgghhBBmSRJdIYQQQghhlswq0R01ahQajcbgz9PT09RhCSGEEEIIE7A0dQBZrUKFCvz5559q2cLCwoTRCCGEEEIIUzG7RNfS0lLO4gohhBBCCPNLdK9evUqhQoWwsbGhdu3aTJgwgeLFi6e6fkxMDDExMWo5NDQUgLi4OOLi4rI93sQ6jFFXbiLtkjppm5RJu6RO2iZl0i6pk7ZJmbRLykzRLumtS6MoipLNsRjNjh07iIyMpHTp0jx69Ihx48Zx6dIlzp8/j7u7e4rbjBo1itGjRydbvnr1auzt7bM7ZCGEEEIIkUGRkZF06NCBp0+f4uzsnOp6ZpXovigiIoISJUowZMgQBgwYkOI6KZ3R9fHxISAg4KUNl1Xi4uLYvXs3jRs3xsrKKtvryy2kXVInbZMyaZfUSdukTNolddI2KZN2SZkp2iU0NBQPD480E12z67rwPAcHBypVqsTVq1dTXcfGxgYbG5tky62srIz6JjZ2fbmFtEvqpG1SJu2SOmmblEm7pE7aJmXSLikzZruktx6zGl7sRTExMVy8eBEvLy9ThyKEEEIIIYzMrBLdQYMGsW/fPvz9/Tly5Aht27YlNDSULl26mDo0IYQQQghhZGbVdeHu3bu0b9+egIAA8ufPT506dTh8+DBFixY1dWhCCCGEEMLIzCrRXbt2ralDEEIIIYQQOYRZdV0QQgghhBAikSS6QgghhBDCLEmiK4QQQgghzJIkukIIIYQQwixJoiuEEEIIIcySJLpCCCGEEMIsSaIrhBBCCCHMkiS6QgghhBDCLEmiK4QQQgghzJIkukIIIYQQwixJoiuEEEIIIcySJLpCCCGEEMIsSaIrhBBCCCHMkiS6QgghhBDCLEmiK4QQQgghzJIkukIIIYQQwixJoiuEEEIIIcySJLpCCCGEEMIsSaIrhBBCCCHMkiS6QgghhBDCLEmiK4QQQgghzJIkukIIIYQQwixJoiuEEEIIIcySJLpCCCGEEMIsSaIrhBBCCCHMkiS6QgghhBDCLEmiK4QQQgghzJIkukIIIYQQwixJoiuEEEIIIcySJLpCCCGEEMIsSaIrhBBCCCHMkiS6QgghhBDCLEmiK4QQQgghzJIkukIIIYQQwixJoiuEEEIIIcySJLpCCCGEEMIsSaIrhBBCCCHMkiS6QgghhBDCLEmiK4QQQgghzJIkukIIIYQQwixJoiuEEEIIIcySJLpCCCGEEMIsSaIrhBBCCCHMkiS6QgghhBDCLEmiK4QQQgghzJIkukIIIYQQwixJoiuEEEIIIcySJLpCCCGEEMIsSaIrhBBCCCHMkiS6QgghhBDCLEmiK4QQQgghzJIkukIIIYQQwixJoiuEEEIIIcySJLpCCCGEEMIsSaIrhBBCCCHMkiS6QgghhBDCLEmiK4QQQgghzJIkukIIIYQQwixJoiuEEEIIIcySJLomlJAABw7oHx84oC8LaZeXkbYRQmQ3Oc6kTNolZTm9Xcwy0Z0/fz7FihXD1taWGjVq8M8//5g6pGQ2bQJfX2jRQl9u0UJf3rTJlFGZnrRL6qRthBDZTY4zKZN2SVluaBezS3R/+eUX+vXrx7Bhwzh16hR169alWbNm3L5929ShqTZtgrZt4e5dw+X37umX56Q3iDFJu6RO2kYIkd3kOJMyaZeU5ZZ2MbtEd8aMGXz66af06NGDcuXKMWvWLHx8fFiwYIGpQwP0p/T79gVFSf5c4rJ+/XLeqf/s9mK7KM8e6HS6PN0u8GLbGL5x8nrbCCGyRkrfTTqdDsjbx5nUvrPz+ndTbsplLE0dQFaKjY3lxIkTDB061GB5kyZNOHjwYIrbxMTEEBMTo5ZDQ0MBiIuLIy4uLstjPHAAAgPBzk5ftvO6wm+//UZ0Qjew0qcxdx6CawGwfOF/p2jZovSf1d9g2cx+M7l16Vaa9Tbt1JSmnZqq5aiIKPza+KUr5r4z+lKsfDG1fHr/aZZPWJ7mdrb2tkzaNMlg2dqZazn8x+Fk68bHQ1gYYAXo4omO1/Hdd8WITeiExr06SujZVNslUZ136tCufzuDZUNbDyU6MjrNWLt+25Wq9aqqZf8L/sweMDvN7QAmbpyInYOdWt65cic7V+5Mc7v0/n+qbWOpQEIEUbEWbNr0EXZ2jdV1AgJg/3548810hWyWEj+v2fG5ze2kbVIm7ZLE4LvJOgLFtQvt2/+BzqECxPu/9LsJ8sDx10pfjkqIoUsXK2J1GrDSSLs8a5foBPjtt5ZG/V5K7+fWrBLdgIAAEhISKFiwoMHyggUL8vDhwxS3mThxIqNHj062fNeuXdjb22dLnGvWGJbnzr2DEhtssCwsKPl2BVwLkO92PoNlUY+iCH4cnHzlF+ju6Qy2tYq0Std2ALZ3bcnnmLSt5T3LdG1rZ2eXLN64B3HprvfcuXMAFLS8zKM4/TYptcvz+36xvpBHIURFRaVZl+U9S4Ntbe/apjtO5zvOBu8V3T1durZ95f/PhDi2bt1KxYo36du3LxYWFgCEhsL27ekK2azt3r3b1CHkWNI2KZN20VuzBjZt2sSBAwe4ceMGADach7ikk0GpHYPzzPEXeBqbfFlebxcFiIiIYNkyw89Sdn4vRUZGpms9s0p0E2k0GoOyoijJliXy8/NjwIABajk0NBQfHx+aNGmCs7Nzlsd24EBSp219sNOIivxT/1hrB1r9G9PZGaysDLd19nJGU0qTbJl7iHua9ToUcTDYVhOhwb1g2tsBWBW3MtjW5p5Nura1tbdNFq+jj2OK28bF6T8QJISDEmPw3KNHj0DrClptiu3y/L5frM/N0y1dv5xtfG0MtrWKtUp3+2hKatA4JG3rUMQhXdum9/8zLg5CQ3SgSzrQBAUFsX//fg4d6oClZXcAtm2TM7q7d++mcePGWKX2JsmjpG1SJu2S5MABaNbsJjExHwNJx+CYmBjQOoDWFkj5uwnM/PgbCsQHA7oX9qIFS1f9tnm1XZR4SHgKwP79+9m9exnR0dbqetn5vZR4BT4tGkVJqYdF7hQbG4u9vT3r16+nVatW6vK+ffty+vRp9u3bl+Y+QkNDyZcvH0+fPs10ohseHs53333HunXrCAoKomzZsgwZMpRvvmnHvXv6fiw2NqeJi6uh7wulsYFiP+Dh6c7iJWCRy3pQR4ZH8suCX/C/6M+NizcIDQ6l3Vft6NC7g8F6F05c4K/Nf3Hjwg1uXb1FfFw8C3cvZqifNcHHu5LYD9XW1pbo6GcHA7tyeFSbnCvbJSNSasOPe7Vj48oLxIf+p19Jawe6xLMBHsA1fHzy4e8Pz07u5klxcXFs376d5s2b5/mk5UXSNinLq+1y9OhRhg8fzsGDB1EUhddee43Ro8fRtOksoqI2AKCxLoQSe1+/gcYWSq7GI79lrjsGnzl8hr2/7+XSqUsEPAzAwcmBkhVL0q5XO0pWLKmupygKu9bvYufandy/dR9LS0uKlCpCy09bM3NaEJHX56nrajQa9T4S8vfAo9T7ua5dIP3f2QDXz19n+bTlXD5zGQsLCyrWrsSlwG48vTQboi4A0LVrV375ZRFRUVZoNFC4MNn6vZTefC2X/be8nLW1NTVq1Eh2GWr37t288cYbRo+ndevWrFixgpEjR7Jjxw5ee+01OnZsT9u2qwHQaECrrUCzZs30GygxELCCHp/lvg8MQFhIGLvW7SIuNo46b9dJdb0zh85w5uAZ8hfKT7lq5QDQasAhZBLqzVaWLoZ9raMu0qT++VzZLhmRUhsGPwlKSnIBq8L9n3s/BwDjmDUrbye5Qoj0OXbsGPXq1SMqKoqff/6Zn3/+mejoaN5+u6Ga5GKRD6viE7BM7HSqRMPjhbnyu2nHmh08vveY9zq/x8iFI/ns2894GviUwe0Gc+bwGXW91d+vZt6IeZSqXIqhc4bSd2JfrKytGP/lWGJuLVTX0+b7Hw0aNEiqIOAnunaLzXXtAun/zr574y7fdv6WuLg4hswcQu/xvXlw6z4xVwaqSa5GU4IWzy5XJ15AzynfS2bXdWHAgAF88skn1KxZk9dff51FixZx+/ZtvvjiC6PGsX37dnbv3s3q1atp3749AA0bNuTWrVusWzeYX375mAEDLAgMhHbt2rFt+0FQgiF0L252zYGyRo03KxTwLsDqo6vRaDSEBoeya/2uFNf7uNfHtP9a3yabl27m7NGzXPnvCnevXVTXsSrcn6pVq6CxK4USdRWAncum0q7L8mx/HaaUUhse2HlAfd7C3hfLfLXp0qUoBw8dAyUOC4vZVKz4GVDadIELIXKF4cOH4+Liws6dO9U+nA0bNsTDw0Ndx8H3E3RWrnzcvj0///wzAJrQXZQr2QFwNUXYr+yLEV/g4u5isKx63ep8/s7nbFi4gSp1qgDw58Y/KV+jPL1G9VLXq/q/qrSr2Y74uHj9Ao0lVoX78eWXCnv2/gtKLCixHN8yl3p1B5DbpPc7e9WcVVhZWzHihxHYO+rfM0VKFqFX86S2srKahpWVPsMtXFif5LZune0vIV1y4W+Ql/v444+ZNWsWY8aMoWrVquzfv5/t27dTtGhRo8axefNmHB0d+fDDDw2Wd+vWjfv37+PtfYSbN/X9V5ycnOjTe5S6zuLxi9VhXXITjUaTal/o52m1yd92i8YvUh+XqlSKMVOrAvDNzKHqPoMeBfH7T79nTbA5VEptGBn2rMO9Br7f5MeIEfobLBu11nfPSUiIY8DA3HeQFUIY37///kuDBg0MblRat24dCc/GgSpSqggrfn2LESOgTZs2OLq4APpL+5P6Tkpplznai0kugJ2DHT4lfAh4EKAus7C0UJO4RBGhEUlJLvBJ/46MGmWNtbU173Xroi7ft2Ufj+49yvrgs1l6vrMT4hM4tvcYbzR5w6B9nj8B07hJE3bsaA7ocxp//5yT5IIZJroAvXr14ubNm8TExHDixAnq1atn9BjOnTtHuXLlki79PFO5cmX1eQuLpE7akyZ9RvkK5QG4evYqe3/fa8xwTe5poL4zu0ajwe97P8rrm4LX63rQqGUjdb0V01cQG5vCLa9mKD4+3qD8ZtM3KezrpbbN50Pb4FbADYBtW7exc2faQ8cIIfK22NhYbGxs1HJISAjDvhumlt9u/TbWVhbqcWbItKQf0RdPXuTcsXNGizW7RIRFcOPCDXxK+ajL3uv8HicPnGTXhl2EPw0n6HEQ/Vr3U5938XDhw55t1HbpMfBdPLz0Z8EVRWFSn9z3IyA9Htx+QGx0LL5lfNVlTx48YcOiDWp5yuTJ1K2rT5jffDNndFd4nlkmujlBYGAgbm5uyZYnLgsMDDRYbmlpyZzZc9TyiukriAxP39AZuVmCznA06UYtG+Hh6WGw7KuxX2Ftq7+LMy4mjvkj5hstPlNaMW2F+tjK2op+E/sZPG9rb0vXwV3Vcr/+/WQ8UCHES5UvX57Dhw+rVw3Hjh1LwJOkM5uu+Q27JlR5vQqlKyd1i5o+eLpxAs1GP4z5geioaD76/CN12QddPuCL4V+wcMxCOtTuQNd6XQl+kjTSzYApya+aDZkxRH18/fx1Th88na1xm0JYSBgAjvkc1WUrpq8gNjrphNOLQ7rmNJLoZqOXXRJI6bm33nqL9z94H4DgJ8EGv5jM1dX/rqqPrW2t+WrsV8nWsbS0pPsQ/RBarsVdafZZM6PFZyqR4ZEc23dMLXfs21FN9p9X/936lKlaBoDLly4zf37e+BEghHg1vXv35sqVK3z99dfs37+f2bMNJyBIqWvZ0Dn6LmQ2zja0GNAi2fO5ycrZK9m3ZR+fDv3UYNSFPzf+yeIJi2nRsQVjfxxrkNh5F/Om6htVk+2rbLWyVKhZATRQokEJSlUtZYyXYBKJOcuFkxfYv3U/AHb2dgbP5VSS6GYTd3f3ZGdtQT/+KZDi2V6A6dOmY21tTbFKxahQr0K2xpgT5PNKGph68PTBybp6JGreoTnTNk2j9czW3NDdMFZ4JmNtY02Fd/X//wV9CtL605Q7PGk0GnoO6wlAhToVqFW3ltFiFELkPt27d2fSpEn8/PPP1K9fX+2bW666fgSclMZa9fD0YObGmfTf2B9dCR2RsbnzauOauWtYt2Adnfp14t1O76rLw5+G88PYH2jctjHdv+lOlderULt1bbSW+hQpJiomtV3iN8ePmdtnUuvrWlwJvZLtr8HYnFycgKQzuwUKF6D2+7XRaDT8743/odFocHnWjzunkkQ3m1SqVImLFy8m62d59uxZACpWrJjidiVLluTo0aP8tOUn7H3t0Sm576a0jHhqoe+bO2zBMGq/Vful65YuX5rqXtUJjg7mRrB5J7t3I+5SqGEhAOq8lfqwL6C/eW/mppl0ntqZGNcYzGhobCFENvjmm28ICAhg6z9b+W7jd8zaOgvvYt7Y2ttSokKJFLcpXr44VT2rAnDiwQkjRps11sxdw5q5a2j/dXs++uIjg+fu+t8lNjqWUpX0Z2QjYyPxeteL/r/2p3aj2gQ8DCAqIuWZzJzdnClRrATFXYtzJeAK4bHh2f5ajMmriBfWttbcvHITgAjrCAZMGMCxE8fQarWULFkSW1tb0waZBkl0s0mrVq0IDw9n48aNBstXrFhBoUKFqF079aSuSpUqVPGsQkGHgjwKz313cqZHWEgYV55cISpef/DwLeWbru18nH0o4FCA0w9P43/VPxsjNJ2gwCBOPzyNm53+rP/z85WnpkT5Eng7e3P+yXnuhd3L7hCFELmcYqEQ6hKKZ2FPnOydOLTrEE0+bIKNrU2q29hb2VM+f3nuhN7h1sNbBn1Yc7K189eyZu4aPvryI3Voy+e5F9Cfxb585jKgT+Q1aKhZpCahIaE45nPE1v7lyVyVglXQarWcuH+Ce/7mcwy2sLSgVsNaHNp9iMCQQOKVeGp41SC/e3727t1L65w0vEIqzG4c3ZyiWbNmNG7cmC+//JLQ0FBKlizJmjVr2LlzJytXrsQijdsSnWycqFGoBjuv7cQ11hUrC6s0t8kJTuw/QXRktPrr9871O/y7818AataviY2dDU+DnvJdt+8IDA7E3Ud/gDnxzwnyueYjn1s+KtZK+Wx3onKO5RjtN5rlZ5bT/uv2KR64cqsT+08wrtc4vGt5q4OSv9iG1tbJ++oCONs48yTiCScfnMTN2g07G7sc33dKCGFc586dY926dbiXdOdc0Dni7sexeclmvIp60bFPxzS3L+1WmrUz1/LL779QrHQxZm2elf1BZ8LmZZtZPWc11etWp2b9mlw6fcng+bJVy5K/UH5eb/w6f6z7gzjiiC8ZTxGHIny/8HsunrxIx74d0zyW2lra4hriyg9f/EDE4wjmbZuHTwmfl26TE6TnO7tD7w4MaDuAsV+MpctXXTh9/zSjRo7Cw8ODgQMHmjL8dJFENxtt2rSJYcOGMWLECHUK4DVr1tCuXbt0bV/GvQwbtm2g34R+vN/xfZq3b57NEWfeglELeHz/sVr+d+e/6odm8Z+LKVi4ID9O+ZFbl28BEP5Yf5nnh9E/AFDxtYpM+HnCS+v448c/eHjmIQDrfljHB90+wN7B/qXb5Aax0bFM6D2BhPgEbh+8zU8HfwKSt2EBrwKp7sPbyZvffvuN3j/0Zua0mbni17YQwnjCw8OZPHkyikZB0SnkL5Sfpu2a0vaztmmetQS4d+0e/23Wz9R44+INju05xmsNX8vusF/ZsT36m3pP/nOSk/+cTPb875f0Y7MPnDaQno178ve6v9FaarG3s6eQbyEGTB1A/Xfrp6uuTeM2EfE4AoCJvScyf3vOvzk4Pd/ZFpYWWFpbEh4UzqS+k7CytKJRo0ZMmzaN/Pnzmyr0dJNENxs5Ojoye/bsZHe1ptf1q9cZ3X00oL9TtF7zegZ3guZES/5e8tLnIyMi2bd1n1pu+3lbOvfvnKE6ug7uyh/r/iAqIoqE+ARmDp7JsPnD0t4wh5v17SziYvTDg9k52LHm2JoU74BWElLvg3v9zHWWfbMMgIGDBtK8efMc339KCGE8P/74ozoWecvuLdURbdKrWNliVKxVkXNH9ePpzvKbxc8Hf07xWJUTpHXiJNGpf08R9Fh/s3hCbAKzd81ONtRlWgbPGEzfln0B/bS5B3Yc4M1mb2YsYCNL6zsbYNnkZYSHhBMeEs7UqVMZNGiQESLLOjnznSkAKFu2LB06dAAgPCScNfPWmDiizJsxaAYJ8fq7fO0c7OjUt1OG96HVavliRNKUzkf+PsKd63eyLEZTeHDrAQd2JM00031I91f64ihfozyV6+gnJbnpf5OZM2dmWYxCiNztzJkzLFmiT2xsHWxp1a3VK+1n6Kyh6vEpLCSMtfPWZlmMpqDT6ZjzbdI49pVqV8pwkgv6HwE16tVQy3NHzM2Vs5w+7/TB0xz56wgAnl6efP755yaOKOMk0c3hJk+erE7VuG3VNm5fu23iiF7d7Wu3ObrnqFr+cuSXr3wWoOEHDfEq6qWWJ/aemOn4TGlS30nw7ERtAe8CvPPxO6+0H41Gw2fffoZGq+9PNn78eO7fv59VYQohcilFUejbr6+aeLXr1S7Z5BDp5ezmTIuOSePprl+4nsiI3DnkGMDaeWvV4bO0Flq+mfnNK+9r8IzBWFjq76eJDItk+dTlWRGiSSTEJ7B4wmK1PHnSZJycnEwY0auRRDeHK1y4MEOHDgVAl6BjycQluXb4qOenSCzkW4gG7zfI1P6Gzh6qPr574y77t+/P1P5M5cjfR/C/lDSCxJCZQ16ydtqKli5K04+bAhAREYGfn1+m9ieEyP02bdrEvr36bmMFfQry3ifvZWp/n/p9qo4IkxCfwIxBMzIdoylERkSyfuF6tfxux3dxdnN+5f3ZO9rTqnvSmfLff/qd8NDcOeTYzl92cuea/mrpa6+9RqdOGb8CmxNIopsLDBo0CJ8i+rs3T/97muN7j5s4oozbv30/d2/cVctD5wx9ydrpU6xsMWrWr6mW54+Yn+suE+l0Omb7JfXhrvx6ZYPpNl9Vxz4dcXB2AOCnn37iyJEjmd6nECJ3ioqKYuCgpLvje/j1wMraKlP71Gq1fDnqS7V8dM/RXHnFcfrA6Und6Rzt6D40Y32WU9KpXyf1fhpdgo4p/aZkep/GFhYSxqo5q9Ty7Nmzc2w/7LTkzqjzGDs7O6ZPS5pffMmkJcTFxpkwoozR6XTMH5F092nN+jXxLe2bJfseNH1Q0mWi8Eh+nPJjluzXWNZ8v4bwp/pf+1oLbabP5iZydnWmY++koYL69OmT634ECCGyxowZM7h1Uz/STZU3qlCrYdbMoNjgvQZ4F/NWy7mtC9nNKzc5tjdpqvVeo3plSTKn1WrpPa63Wj598DTXzl3L9H6Nac3cpO+mTp068frrr5s4olcniW4u0bZtW96sq79788GtB2xdudXEEaXfpiWbiAzX99+ysLRg0Iysu2PT3tGeNj3aqOU/1v+RZfvObnGxcWxetlktv/vJuzi7vPolsxc1bdeUwiUKA3D06FFWr16dZfsWQuQO9+7dY8IE/cgDWgstn/l9lqXja38zO6k/6z3/e7nqxuDJfSerj72Lead7GLH0eL3x6xQtXVQt56aTMLev3mb7mu0A2NvbM2nSpDS2yNkk0c0lNBoNc2bPUQ9Q6xeuf+n82zmFTqdj9+bdarlNjzZZPuZthz4dcPFwoWD5gnRanHv6EO35fQ+xMfphfhydHTM8zE9aLK0s+czvM7U8YsQIdV57IUTeMGnSJCIj9ScamrVrRpFSRbJ0/76lfalZvyaOHo40Hd+Ugr4Fs3T/2eXcsXMGM5g9n7BnlaFzhmJlbUWppqXoMLVDlu8/u6yZtwZdgv4KoJ+fH97e3mlskbPJOLq5SLVq1fj00085ceEEDb9oiLVtyjNk5SRarZZ3RrzD3iV7yafko0OfrP+wa7Valu9fzo3gGxy9f5R7offwds75H8wKb1eg5u2aXNpwibFLxmZL/6dqb1bjtYavEaWLYuS4kblidj0hRNb5cuiXXI28yrGtx+jQO3uSre8WfEd4XDg7ru3gzKMzvFYo504gkah0tdLU7F6TUytPUf2N6lnWne553r7erD+9ngN3DnAh8AIl3Etga5nzxzVvNbgVTh5OXD18NVfMfJYWSXRzmblz5xKeEM7mi5sJiAwgv0POnpXkztM7RDtG02dKH4o6Fc22zuxarZaS7iW5GnyVEw9O4OXolaM7zut0Ok49OkWNd2vwTa9vXjq/fGYNnT2U8IRwAuIDeBzxmAIOqc+sJoQwH3EJcVx6eolmnzWjZ7+emb4BLTVarRZnG2dKuZbiStAVSrmVwsXWJVvqyipnHp2hdPPSfN3ra+y12TezplarpbpXdbZf2c6Zh2eoXbh2ttWVFWLiY8BW36+7uHNxbGyy77vJWHJuJiBSZGNjg7u9O9W8qhEYFUiCLudeij6+7zgn7p7A1daVku4ls+0g+7yahWoSERvBtj+3cWj3oWyv71XcvXGXg2cOEhobSo1CNbI1yQWwsrbC1c6ViNgITj44iU6Rm9KEyAsuB17mRsgNfJx9jHL8rVigItYW1uw/t59ff/w12+t7VSHRIVwPvk5p99K4Obqla+rjzHC0dqR0/tLcCL7BmiVrCH4SnK31ZcbdsLuUdCtJKfdSZpHkgpzRzbXK5y/PlcAr3A66jVWoFYWLFzZ1SAYO7DjAlP5TcC7sTM/vekIp49RrF2/H/lH7uXf+HjZ2Nqw5tgZLy5zzNtfpdEwdOJVbV29Ro3UN2vi1SXujLFLYuTCXAi7hY+eDbbQtJUqUMFrdQgjjCQ8Px/+uPydjTuJk7YSVRfYnuQDWltZcXXmVfzf9CwqUq16OMlXKGKXu9Dq0+xBhRcOw1lpTsUBFo9Vrfd+a3776jcigSE79dYopa3LWkGNPg57yNPIplk6WVPeqjqU253xvZpac0c2lbC1tCTsXxrgO4xjx6YgcdWNafHy8OjZs6N1Qwu6FGa1ua2trHl15BEBMVAwLRi0wWt3psXTiUvwv+qOL13Hr4C20Fsb7CNpZ2nH6z9PUr1mfVq1ayY1pQpipCRMmULNqTX6a/hP5NPmMWvf98/fVWR6n9M9ZydzlM5eZ2HsiP3z0A1HHo7C2MN59LrFRsUQG6W8KvHTqEmePnjVa3emxYtoKBr43kDMbzuBhnfHpj3MySXRzsY3LN/Lk9hMCHgQYDFNlagtGLSAmWp94W1lb0bhNY6PVbW1rTad+SSMv/LnpTwIfBRqt/pcJDQpl26ptarnRB42McjkxkaIo/LPmHwIfBnL27Fl1znshhPm4ceMGM2bMIDYmlv1r9/M08KlR6/f73g+ejV725P4TdqzdYdT6XyYx8Y6Pjufo5qNprJ21qr5R1WAyoOmDpr9kbeO6du4af23+i5ioGNYtWkd4eO6cyS01kujmUhqNhlmzZql30W9YvIEnD56YOCoIfBTInxv/VMsd+3Y0+ugQrT9trc7hrugUJvXNGWMATu4/WZ20wcnVifZftzdq/Vqtlp7DeqrlYd8NIyQkxKgxCCGy16DBg4iJ0Z9o+KDrBxQqWsio9Xv6eFK3WV21vGzSMuLj440aQ0p2rN3Bk/vPviM14DfH+FOjD50zVB0iNOhxUI7ox6woCosmLEJR9KfhR40cRf78Ofsm94ySRDcXK1euHF9//TUAsdGxrJi+wsQRwaQ+k9QPjGt+V1p/2tokcQycmjQkyuXTl01+mejymcucPZIUQ7+J/bJ00Pb0Kl+jPHWb67+EAgMCGTNmjNFjEEJkj7///pvNm/RX91w8XPjw8w9NEkffCX3Vq1Ux0TEsGGnaLmTx8fEsm7RMLddrXg9PH0+jx+Hh6cFbrd5Syz/P/JnY6Fijx/G8f7b/w6WTlwAoXaY0X331lUnjyQ6S6OZyI0eOxM3dDYD9W/dz4eQFk8Xy3+H/uHzmsloeND3rZkDLqMp1KhvcBDFt4DSTxQKGfdWKlyvOaw1MN85k10Fd1bPs33//PZcuXTJZLEKIrBEfH0/fvn3VcpcBXbB3zL5hs17G2taajn2TpiA3dReyBSMNu9P1Gd/HZLH0GtNLPf7GxcYxZ9gck8USExVjMGPbrJmzsLbO+ePzZ5Qkurmcq6sr48eNV8uLxy9WL48b2/TBSX2OylQtQ6ValUwSR6LnLxMFPwk2WT/m7au3G1wyGzpnqEniSJS/UH512uT4+Hj69+9v0niEEJm3ePFizp07B0CJCiVo2LKhSeMx6EKmKEzqY5ouZAEPA/hzU1J3uk79Opl0siVLS0s+HfqpWt6/fT8P7zw0SSwbl2xUf4A0a9aMZs2amSSO7CaJrhno0aMHFSvqh0m5fv46f2/+2+gxbFq6SR0bUKPRMHS2aZM5APeC7rzd+m21vHLWSqNfJoqPj2fZlOcumbUwzSWzF7X+tDXunu4A7Ny5k+3bt5s4IiHEqwoODua74d+p5Z7DeuaICXOev6p3+cxl/jv8n9FjmNQ3qTudWwE3WnVvZfQYXtSsXTPyF3rWD1aBiX0mGj2GJ/efsHHJRkCffM+cOdPoMRiL6T8JItMsLS2ZPXu2Wl4xYwWR4ZFGqz8hPsGgU/3bbd7GvaC70ep/mS9Hf6lOyJCQkMDl/y6nsUXW+n3F72pybWVtRZ8Jprtk9jwbOxu6De6mlvv170dsrGn7igkhXs3o0aMJCgwCoN679ShXvZyJI9KrVKuSQRey4/8cN2r9pw+e5sqZK2p54LScM53tkJlD1MeP7z82+vH3x6k/EhcTB0Dv3r0pUyZnjXeclSTRNRONGjWiVWv9L9Xwp+FcOGG8vro3r9wkIiICgHzu+fhy1JdGqzstlpaW9BjWg9K1S9NyWUs8Kxj3bOqZY2fUx50HdM5R/Z/qNq9L2eplAbhz5w6nTp0ycURCiIyKiYlh2w79sIXWttZ0HdTVtAG9YOicofiU8qHplKZU71zdqHXvXLdTfZwTutM9r0yVMtRrUY+aH9WkzbI2Rs3Gwp+Gc+64vpuLu4c7I0aMMF7lJmA+U18Ipk+bTmxCLLW61MK3mK/R6nUu6kzz2c25u/kuH33yUY6aiQzgnQ/foXGbxmy9upVj94/RvFRzo9X9+oDXca7mjP0jez7o+oHR6k0PjUZDz297sm7ZOlr3bk2pykaavk4IkWUsrSyZsmEKSxcspYBTATw8c9Zg/+4F3Zm3ZR6H7hziSsAVSruWxt7aODfJNR3alIQSCVxaeylHdKd70aDpgwiJDuGP639w7vE5qhcyzg8BG0cbBq0axK3tt3i98uu4uLgYpV5TyVkZiciUYsWKsfXXrfx7+1/+vfMv+WzzodVk/8/EY/ePkb9gfrpN75Yj+oWlRKvVUs2rGvtv7eda0DVKupXM9jr9g/0Jigmi7cdtKepSNNvrexUlK5bEb7ofVwKvcObhGRr4NjDJsGdCiFdzPfg6N8Nv0uWrLtha2po6nFRV86rGndA7nHxwkjeLvpnt9UXGRnI54DKNWjViWO9h2V7fq3KxdcHXxZerwVcp6V4SZxvnbK/zXtg9ShcqzeBpg406O5yp5MysRGRKFc8qFHQsyMPw7L2T8/a12yyctZCA0ABqeNXIsUluIh9nHzwdPNm2bRtDOw7N1tEpVs9dzZ6je8jvkD/HJrmJNBoNhZwKcf7Jee6G3jV1OEKIdIqKi+LE/RPYWNjk6CQX9NPWV8hfgYvXLtLvw348uPUgW+s7/uC4/gSHZ7VsrScrVPOshhYtc6fMZe7wudlaV2RcJAlKAjUK1cgTSS5IomuWHK0dqelVk6CwIH776TcS4hOyvA6dTsfE3hPZ9sM2dg/cje6JaYY0y6i/x/3NX+P/4sKJC6yZuyZb6vh1+a+snbuW3/r/xt0tuSNxdLJxIl4Xzz9X/+H7ed+rdykLIXKmzZs3s+3gNu6G3qWQk3FnP3tVl7dcZsvXW7hx9ka2jTTw4NYDJg6cyM3Am5TPXz7H/wAAIA42fbqJw6sOs2v9Lm5fu50t1ezbso//rvxHWY+y+Lr4ZksdOZEkumbq7um7zOw0k6UTlmbLXOOr56zmnv89ABKiEyjgXSDL68gOxUoWUx9vWLSByIisHZ0iNjqWn6b/BOinH/by9MrS/Wenu4fv8nmTz+nzdR82btxo6nCEEKl49OgRXbp2od1b7di9YLdRuqhlhYqvVYRnv6FvXr7JkT+PZHkdE3pP4NC2Q2zuupngE8FZvv/sYG1rjYuri1qe2DvrfwTcv3mfWX6zmNphKvt+3pdr3jNZIe+80jwmn3M+dZKCVXNWERocmmX7jgyPVMffA2jUspE6hFdO131od+wc7QD9sGjTBmTtjGkzvplBfJx+Xndbe1vebvN2GlvkHHY2doQHhwMwcNBAoqKiTByRECIlw4YNIyw0jISEBIgh1/SrL125NJVfr6yWZw+bnaVdyI78eYRbV24BkBCbgGdh049Znl7fzP5GfXzP/x77tu7L0v0vnbyUhPgE4mLisNTlrduzJNE1U3Xq1OGTTz4BICI0Iksv008bOE3tDmHvaE/3Id2zbN/ZTavV0mtUL7V8fN9xbl65mSX7vnfzHgf/OKiWP/v2sxw3AsXLvNbwNar+ryoAt2/dZsaMGaYNSAiRzKlTp1i2TD8JjZ2jHZ36dTJxRBkzZOYQtBb61CP8aTir56zOkv3qdDpmD0saT77KG1UoWTH7bzrOKr6lfQ2mhl8wakGW/Qg4+c9Jju05BkAh70IMHZrzRqDITpLomrGJEydi76AfxmXH2h3qL93MuHnlJsf3JQ363WtMrxx/E9qL6r9bH+9i3mp5ct/JWbLfSb2Tprj09PGkcdvGWbJfY9FoNPTw66F+CU2YMIF79+6ZOCohRCJFUejTt4/ah75dr3a4eriaOKqMcXZx5r1P3lPLG5dszJIJjlbNWUX4U/0VKa2FlsEzBmd6n8Y2cPpALCwtAP2V0+dn1XxV8XHxLJm4RC1PmTwFBweHTO83N8ldGYrIEG9vb771+xYAXYKOJROXZPomo+fnKy9cvDD1mtfL1P5Mxe97P/XxPf977N2yN1P7O7T7ELeuJv2QGDJryEvWzrmKlCxC8/b6cYYjIyPz3C9/IXKy9evXc+CfAwB4FfXi3U7vmjiiV9NtSDfsHfUnYRLiE5g2MHNdyCLDI9m0ZJNafr/z+zi7ZP8wXVnN3sGetj3bquWtP28lNCRz3Q53rNnB3Rv6m6Jr165Nhw4dMrW/3EgSXTM3YMAAivrqh7c6c+gMR/ccfeV97fltD/dv3lfLzyeLuU2RkkWo1bCWWs7MZSKdTsecYXPUctU3qlKyQu65ZPai9l+3xzGfIwArV67k0KFDJo5ICBEZGcmgwYPUcg+/HlhZW5kwolen1WrpNcawC5n/Jf9X3p9Bdzone7oO7prZEE2m/dftcXJxAvQnqCb3e/UrjqHBoaz6fpVanjNnTq7pz52VJNE1c3Z2dkyfNl0tL5m4hLjYuAzvR6fT8cOYH9RyrYa18CnhkyUxmsqAaQPUy0RREVEsnbj0lfazctZKIkL1UyBrLbS59mxuIicXJzr1Ter316dPn2wdc1gIkbZp06Zx5/YdAKq9WY2a9WuaOKLMqde8HoWLF1bLk/pOesnaqfO/5G/Qne7rMV/nuu50z9NqtfSb2E8tnz18lstnLr/SvlbNWUVkmL5bSJcuXahVq1YaW5in3PtuEOnWunVr6tXXdzF4dOcRv//0e4b3sW/LPqIi9HfhW1haMGDagCyN0RTsHez58PMPAdBaanEq6JThfcTFxvHn5j/V8gddPsDR2THLYjSVdz56hyKligBw/Phxfv75ZxNHJETedefOHSZN0ieCWgstPfx6mMWZueevCnoUf7Wpi59PkAsXL8ybzbJ/1rXs9lrD1yhWVj8Upp2r3SuNhX/z8k12/rITAAcHByZMmJClMeYmueeWcPHKNBoNs2fNpkaNGlhYWRCri83wPiLjIrF2tCY2PJZug7upN7nldu2+akdUVBROTZxwc3bL8PZhIWE4eTsR8iQEnxI+dBnUJRuiND4LSws++/Yzhncbjp2jHRHREaYOSYg868mTJ+T3zs/ta7dp0bFFrr+alsinhA/dhnRDKaWgeChEx0dnaIIHnU5nkMXk5u50L/L73o9dW3ZhWdcSpWDG760JfRqKa0FXgh4EMWzYMAoVyh2TimQHSXTziKpVq7J48WIcyjhwm9soipKhMwLW1a1pPa81DlcceP+T97MxUuPSarV8OuRTrgVd4+i9o9x5egeffOn/EomyjeJ/3/4P2+u2VC9fPVdfMntRlder8PmIzyn4WkGqVK5i6nCEyLNci7nS98e+nN95nrffzz1jc6dHq+6tCI8NZ9uVbZx5dIba3rXTvW2sLpa3p75NyMkQrB5amc0PANCP3NO5V2f+ufUP55+cp5hrMeyt0n+Cya2sG9N+m0bAPwH07tU7GyPN+STRzUO6d+9OcFQwGy9uJCAygPwO+dPcRlEU7obe5UnEE2qVqkXJ2rn3JquXKelWkqtBVzn54CSeDp5YWaZ9k0dCQgInHpzAxc6Fph80NaskN1GLDi0Ijg7mv0f/UdKtJAUdC5o6JCHylNiEWE48OIGlpSUtP2lp6nCyhaO1I6U9SnMl8Apl3MvgbO2cruPpmYdnSFASaP9Rexytc3+XsZTU8KrB1qtbOfNQ/yMgPe0SEx9DVFwUDUs3pOxrZY0QZc5mft/M4qVc7Vyp7lmdwKhA4nXxaa4/+9vZLJ6+GEeNIyXdzDPJTVSzUE0u7L1Ax9od2b56+0vXvXr2Kv3b9+f2xdtU9zKvM7kvcrV1JSo+ipMPTqJT5KY0IYzpSuAVbobcpLBz4bRXzsUqeFQg4l4Efd/ry/Duw9NcPyQ6hBshNyjjXsZsk1wAe2t7SruVZtPsTXxc42MCHgakuc3d0LuUdC9p9t/Z6WW+384iVeULlMfd0p0FkxZwYMeBVNfbtmobf2/+m9PrTvPHsD8yPQZvTndowyEOzTpEdEQ0y6YsIz4+5R8COp2O0T1Hc/O/m+zy28X9U/dTXM+ceDt5c/LGSTr36Mzff/9t6nCEMHuhoaG0bN2STXs24WztjJVF7hxKLL0igiP4re9vBN8J5uzhs1w6dSnVdcd8PoaRX4xEE6uhQv4KRozSNNYMWsPlrZeJiYp56egUQY+DGNd7HEH3gqjuVR1LrVy0B0l086SQgBCGvj+U3T/tZumkpURHRidbJz4+nh+n/qiWX2/4ulnc5fsyTds1VceljI2OZd7weSmut2jcIkKD9YN4Ozg5ULlO5RTXMydBd4KY8NEEVi1bRZ8+fVL9ESCEyBrjx4/nt82/Mar9KE5vP23qcLKda35XipcrrpanDJiS4nqXTl3Sj7t72J91XdahizH/q0zPD/d45cwV/jv8X4rr/TTjJ47uPsqE9hM4svuIscLL8STRzYM8PT2pWUM/BmPgo0CDGWUSzRs+j9ho/egMVtZWfNTrI6PGaArW1tZ80v8Ttfz3r38nu0wUEhjCjrU71HLLbi2xtDL/X82FfAvhVcQLgPPnz7N48WITRySE+bp27RqzZs0CwNLKkmpvVDNtQEYy9Puh8Ox8SsCDALau3JpsnecT4KKli2Jrn/5RGnKrSrUqUaZqGbU8ffD0ZOtc+e8Kf/+qv9rm6OhI/fr1jRZfTieJbh41c+ZMLC31CdrGpRt5cv+J+lzAwwD1AwPQeUBnrK2tjR6jKbTs1hK3AvphxhRFMZjyGGBy38koOn0Xjnxu+fj4y4+NHqMpaLVaPh/2uVr+bvh3BAUFmTAiIczXwEEDiY3Vn2ho2a0lnj6eJo7IOAp6F6R+i6QEbfnU5Wo7AGxduZWAB/qTDxqNhqFz8s4U5UNnD0Wj1f8KCH4SzMbFG9XnFEVh0fhFannM6DF4eLzauMTmSBLdPKpMmTL06dMHgLiYOINuChN7T1T747oVcOODrh+YJEZTGThtoPr4yn9XOH3wNAAXT17k/PHz6nP9J/c3dmgmVbZaWeq/p/8SCgoMYvTo0SaOSAjzs3v3bn7/TT+pj2t+V9r2bGviiIyr94TeSV3IYmKZP2K+/nFsLMunLlfXq/duPQp6551RYNwLutO4TWO1vGrOKvWq676t+7hy5goAZcuV5csvvzRJjDmVJLp52PDhw/HIr//Vd2DHAbasO8+KH05x9exVdZ1B0weltrnZqlSrEmWrJQ3JMmPIDM6ehbFfJV0yK1mhJNXrVjdFeCbVZWAXbGxtAJg3bx7Ll19gzRrYuxcSMj55jxAC/Wdn715YuTKez3r2U5d3GdgFOwc7k8VlCtbW1nQe0Fkt7/ltDwf2BjDi8/nExjzrTmdjRe/xeW9s2C9GfoGNnf74Gx8Xz+hes9i9K4rFE5JOVM2aOQsrK/O+cTGjJNHNw1xcXJgwPmlawMXjF7Hx+5lquXDJclR8raIpQjM5vzl+6mWikIAQhnUZS3hw4LNnNTTuZj4z8GSEh6cHbT/Xn2FKSEigW7d+dOig0LAh+PrCpuTdvYUQL7Fpk/6z07AhfPLJQm7dvACAV7FSNHi/gUljM5UPun6AW8GkLmRTeo/hwqE96vP1WnfJM93pnmdpaUmPb3uo5bMHD/D98BWEBQcDUKPmu7zzzjumCi/HkkQ3j3Nx6Q48GzUgxh8SQp49o+GuMpSDh0wUmIm55nelSr0mSQsijyU9dqrPgsX582zbeJZvCVaJk43sBrYBcO8etG0rya4Q6bVpk/4zc/cuQCDwnfrcg4TPOHwk735FN+0+OKkQdxN4NrylpTt/nXw/zx5/nQq/A1YFkhY8TRzz3YoTx2fI8TcFefdTJEhIgAEDLIA5yZ/M1wQsXVmyGBLMf/SWZBJ0cCv6c9DYgOa5j4nGGgp+DZAn2yZBB8tX2IBHt+eW9gNiSRxmuV8/6cYgRFoSEqBvX0gannwUEKJ/6NQA7MrmyWMM6F/zH/sqgG255E966rvT5cW2SdDB4sWA57Ob8Cwsnnu2LxpNKTn+psD8x0USqfrnn8QzCfWBNsBvoEkAa2uIPwiX/yAAaPWS8bjdirvxziTDSyW/tP8FXTqOQBXaVKDyx0lj0Prv8+fwvMMAaNCg0WhQFAWF5BNVfPDDB9i7Jc37vX/yfu6duJdmnbbOtrRa0spg2eYem4kOTT6WcArVAnFwTX/pPrW20VpqKd20NNU6Jw0JtH/Sfu6fup/mpBtWdla83ud1vGt462uLimPL11uICYtR10mtbWycbHhv7ntY2en7Z907cY+Dsw8SH/3yMW81Gg2FqhWi3tB66rJTP53iys4r6OJT+H988SVYhkH8HGAQigJ37ujfWw0avLRaIfK0pOMvwDnQ7AZrG4iJgYRjcPl9kx1/4eXHYNMdf4G7+m5jcvxFn9Fa2kC8M/CdHH9TIYluHvbgwfOlaaA5CMoDiImFhOc6s7/k2KCN1VLVs6rBsjXxa9JVv6vW1WDbGLsYtS4F5aUHpfIe5XEp4KKWD8cffmmciXSxumTxbozdmK5t9YG9sGIK2+nidDjpnAzq+Tf6X3VYspeJi4zDx96Hyp76L6DoiGg2hG54ocqU2yYmNIZKBSph66AfV1JrryU+Ku2JHRRFwSLawiDea7pr6OLSebok/jEwGvgE0N8FbfjeEkK8KOkzogD9QLkMiflUVNKQWqY4/uqrTf0YbLLj74vk+AvxMcAMIJ+6SI6/hiTRzcO8vJ4v+YLSAxgLKJAQT2LPFo1G/5cSl3wulMtveHnJ0soyXWcUvD28DbZ96PEQrTZ9vWlKe5TGPb+7Ws7vmp9b2ltpbmdvb58sXnt7e+JjDA9IisKzg1lKB0cNiaOap9Q2FlYWFC5Y2KAezwKe3L10N80Duq29LcXzF1e3jbSLJJ9bPsJCwtJ8bU4uTpTxKIO9o/5MS3j+cOwd7VOc+e7Fl+NZwNMg3sIFC3Pa+jQJ8YbXwPTtAvDi/284MAxYArz43hJCvCjpM7IF+MvwSSXu2QOtHH9TlPp3U944/j7fNt5Ae4P15PhrSKOkdS4/jwkNDSVfvnw8ffoUZ2fnbK8vLi6O7du307x58wwPCRIWFsbYsWM5ffo0p06dIiAggJEjRzJq1CiD9ebMmcPq1au5du0aYWFhFCxYkDfeeINvvx1OixYVuHcv8cMTAZQG7us3LDwSjyI1WLwELIzcm1tJUFCuKmhKadBYZHzq4cjwSH5Z8Av+F/25cfEGocGhtPuqHR16d1DXSUhIYMtPWzj17yluX71N2NMwChQqQO23atPq0zZ8UvdLlLin+pW1DqCLSHpcYhUe+bW5rm3S0y4As4bOMpg0JJF3MW+ClaZE3lz6bIlG349ZidY/5jg+PtXx93+h+5gRZOazZO6kbVKWmXb5+++/WblyJQcPHuTOnTu4uLhQs2ZNRowYQY0aNdT1XjZ1uqVl6WfTad/QL9A6ge5ZUmVTAo8aM01yjIFXP86cOXyGvb/v5dKpSwQ8DMDByYGSFUvSrlc7SlYsabBufFw8W1du5a9Nf/Hg9gOsrK3wKeFDl8HdGNH7V+KCnt1xprEE5blk2HcBHoW8c93xN71toygKW3/eyvY123l09xFOLk7Ufqs2Hft2pk9fCD7xOSQkJt/7gbqAPukvXJg8c/xNb74mZ3RzscDAQBYtWkSVKlVo2bIlS5YsSXW9Zs2aUaVKFVxdXblx4waTJk3ijTdqM3HiCfr2LYNGA4riAEwBns2r/XgJ3UZWwUKb+94mYSFh7Fq3C98yvtR5uw671u9Ktk5sdCxr5q6hXot6NGnbBGdXZ65fuM66H9bx58Y/k5JcNFB4Gtz+CtDpE96AlfT4trNJvoAyIz3tksja1ppxy8cZLNNaaPmmw3NDqzk3Apui8GQZ+jMMfZg58x8sXuHHiRC5yYIFCwgMDKRv376UL1+eJ0+eMH36dOrUqcMff/xBo0aNADh0KPnwAEeOHKFfv36UKVOI8+f36hfaVQT3T+DuN/pyzHUa1j6BhbZGsu1zsh1rdhAWEsZ7nd+jSIkiPA16yq8//srgdoMZtWQUVepUAfQnGiZ8PYGLJy/S6tNWlKtWjuioaK6fv86Dm/eSklyAAl9B0C8Q91Bfvj+RHiPn5rrjb3rbZtnkZWz5aQstu7ekyutVuHP9DqvnrOba2WsU9yrHCTXJ/Yjnk1yAWbOMn+TmdLkvgxGqokWLEhwcjEajISAgINVE98UZrOrXr0+dOnWeHZxXsWHDGPr2TbwxogMwFzgMsfcI8d8Bdd/L7peS5Qp4F2D10dVoNBpCg0NTTOisba1Z/OdinF2TfglWql0JF3cXZgyZoS6zKdiMGFtvcHkfQn4FQPN0E1UrtQXsyU3S0y6JtFotZauWNVg2fdB0EuKeXVbVWuu/gDQKPN0JsfeBf4mPXwfkjamRRd41b948ChQoYLCsadOmlCxZkgkTJqiJbp06dZJtu3DhQjQaDTf8jzxbooECn4FNMbCtANH6GRj/WDGTTz5fma2vI6t9MeILXNxdDJZVr1udz9/5nA0LN6jJ3NaVWzn5z0kmrZ5kcJx5rcFrfPXuV2pZa+OJLt9bYOMLt5/NRhl7G0IPAm9k86vJWulpm8BHgWz5eQvNOzSn66CuAFT7XzXyueVj+qDpaC5e12+osQVlqrqfwoX1SW7r1sZ5LblJLvs99HK+vr5oNBqDv6FDzXcu7MTX+Cry59ePg2ppaUnr1nDzJuzZA6tXa1iwIGm4sVXfryI0ODQrwjWq9LSNhYWFQZKbaM/vSQOT2zrYsvqvnowfD/0ndcXWXp/YKjodU/pPSbZtTpeZ98zDOw/Zt22fWv7s2+6Mn2jJwMFWdB6YNIj5oMGDiIyMzHSsQuRkLya5AI6OjpQvX547d+6kul1YWBjr16+nYMGCREVGAdDkoyaMn1aMgYPA7/tv0DzrKxsaFMraeWuz5wVkkxcTOQA7Bzt8SvgQ8CBAXbblpy1UqFkh2Y/pg38c5M61pPabumYo48fDwO9KULJKVXX598O/R6fLXeOLpadtLp++jC5BR436hmfyX2vwGoB6U93w775hz54irF6t/+7295ckNzVmd0Z3zJgxfPbZZ2rZ0dHRhNHkLAkJCcTHx+Pv78/QoUMpUKAA3brpx0O1sHh+OJLXOHy4CytWrCAyLJJVs1fx5ai8MXf2net3OHXglFr+YvgXWFlqqVQJQIvV+K/VBPfkPye5ceEGxcsXN02w2Sw2OpbOb3YmNCgU1/yuxMXGqfc/eHh58F6n5kkr16vJ2X+qcerAKe7eucvUqVMZOXKkaQIXwkSePn3KyZMn1bO5KVm7di0RERFEROj7/Ns72fNJv07kc0tcw4Vm7ZqyfbV+IoBffviFlt1aYmtvm83RZ5+IsAhuXLhBpTqVAHjy4AmP7z2mVsNa/DTjJ3Zv3E1YSBjevt48uvdI3a7am9Uo9dzxtUbVIXR6vRO6BB0RoRH8PPNnugzsYvTXk5VebJu4Z1fMXuznevbIWfWxd2Fvhg4dgn3uuqBoMmZ1RhfAyckJT09P9U8S3SQODg7Y2tpSrlw5Ll68yN69e/Hx8Ulx3YkTJ+Lg6ADAznU7uX31tjFDNZlxvZL6pBb0KUijloZfWG82exOfEkltNrn/ZKPFZkzFyhaj25Bu9J/cn5GLR1KuWjmDM/tDZgxJtk0Pvx5YWOo7h02ePJl799IeV1MIc/LVV18RERHBsGHDUl1n6dKlWDzXibL91+3J55bPYJ2e3/VUh6lKiEsw6EqVG/0w5geio6L56POPAAh8pJ9O/e9f/+bI30f4fPjnjFw4Ep1OR2y0fmg1rYWWwTMGG+zH0dmRlt1aquXNyzYTGZ67rx692DZFShYB4OKpi+o6CQkJLBy3UC1PnTIVe8ly083szuhOnjyZsWPH4uPjw4cffsjgwYNfOid2TEwMMTFJg0GHhuq/zOPi4tRfVtkpsY7M1pW4fUJCQqr72r9/P7GxsVy/fp05c+bQsGFDdu7cSYUKyUfd9vDwwG+oH5OnTKZR10YU9C6IkmC8AToS68qKOtV9KC/f35+b/uTBraQBCIfOGpri+t/M/Iav3/8a23y2vNvnXaO2C2Rd27ysXd7/5H2D8rSB09THnj6elKlcJtk2hX0L07x9c/Zu20uPgT1wc3czymcoUVZ9lsyRtE3KsrJdRo4cyapVq5g1axaVK1dOcZ/nz5/nyJEjNG7RmMv+l0mISqD5x82TfZY0aPh82OfM/nY2AKcPnSbkSUiyhDg7ZdVxZtWcVezbso+e3/akRLkSKAmKOhFCbEwsIxaMoEChAoSHhnP/1n11uw+6fICDg0Oy+j/p+wl/rPuDiNAIdAk6tq3cRtvP2mYqxozIyu+mlNrGt5QvFWpWYPPSzXgX9VZvRouL17+fNBoNbdq0yXGfZVMcY9Jbl1klun379qV69eq4urpy9OhR/Pz88Pf3T/UmLdCfuXzxZi2AXbt2GfUX0+7duzO1fWKCfvXqVbZv3/7SdV1cXBg8eDBffPEFn3/+Od9++22K65UuXZp5c+fph+24TYozlGW7G5mvVwl9dmAK1A8Lk5Lw8HB+XfQrWq0WnU5H9erVKWZRLMX1C1OYadOmUbKkfjiY1PaZ7TLZNulpFwCdTkej+o34/fffURSFIl5FUl2/fbP2tG/WHnt7e3b9kfqNbtkps58lcyZtk7LMtsvatWtZu3YtHTt2xNfXN9Vj8LJlywBo9lYzvvT9kpCQECxuWqT4OW5YviHH/3ecY8eO8cG7H2Bz3wYlMHcdg9euXcu6tevo2LEjzWs1V48bTk+dACjsXZj8EflRruonTahdqzaHD+tnZ3vvzfdSPM5o0DB08FBGjhxJmTJlqOpT1TTH4Ewef1NrG4DBXw9mzpw5TBmg7yZnaWnJ+++/z5kzZwgLC2PHjh2ZDj+7GPMYk957QXJ8ojtq1KgUE9HnHTt2jJo1a9K/f391WeXKlXF1daVt27ZMnjwZd3f3FLf18/NjwIABajk0NBQfHx+aNGlitHF0d+/eTePGjTM19lxAgL4je6lSpWjevHkaa+vNnz+fx48fp7n+lcAr7Lq2C598PlhbpH52PCspCYp+aMnivNI4us/TBD+b3MFdg6ZU8n2FPw1n5LcjeRLyhGaTmlFSW5I6deugcUy93lKlShERF8HOazsp6lKUml41MxVjRmRV26TVLomi46LJ90k++nfqz/cdv8fG3SbV9R3Qd3e59fQWXo5eNCvVzGjvmaz6LJkjaZuUZUW7jB07lrVr1zJ8+HCGDx+e6nqxsbH06NGDMpXKoKupQ+OqwV2b8vdSop4Te/Ju0LucjzvPXc+7lHQr+dL1s1JmjzNr5+uT//ZfteejXh8ZPOdVzAsbOxuwRj2WhISFUGpgKfgJDm85jFVpKzSuKddbuVRlppSawg27G1xVrlKiRAk0WuMMaZgVx9+XtQ2AK66M/HkkIYEhBD8JJtw+nOo+1fn49Y9p3bp1ur/jjckUx5jEE3xpyfGJ7tdff027du1euo6vr2+KyxOHdbl27Vqqia6NjQ02NjbJlltZWRn1CyGz9SVua2Fhka79BAQEcO7cOf73v/+luX7ZAmW58fQG14OuU9CiII75jNPvWUFBY/FqE0Y8T91ek/zAFP40nBE9RvDgzgPqD6tPzZo1qVEofeNWOlo4UsKjBJcCLuFp6Uk+23w4u2T/jyPImrZ5Wbs87/id46AF5YZCXGwcZaqVSbNe73ze3Ai5wY2nNyhsXRhXV9dXjjOjjP3ZzU2kbVL2qu0yduxYxo4dy3fffceYMWNeuu6aNWsICAig8aeN8XDywMIq7cFOXQu44lrAlcc3H/NfwH+4W7jj6ur6yiOnZNSrHmfWzl/Lmnlr+OjLj2jfu32y5y0tLKndqDYHdx3k8YPH5C+Un+OPjmNvbc+ja4/wLOJJPo+Xd9MoXbU0zuHO/O3/N5eCL1HEpkiu+G5Kq22eZ2VjhWNRR+yx5/TO00RERNCnT58c/Rk25jEmvfXk+ETXw8MDDw+PV9r21Cn93fNeZjwf3o4dO4iIiCAsTD+A9IULF9iwQT83d/PmzYmLi6Nx48Z06NCBUqVKYWdnx5UrV5g9ezYxMTHpujPeQmtBUauiTJk2hRO7TjB/23zcC778TEROcGL/CaIjo4mK0A/hc+f6Hf7d+S8ANevXBA2M7DGSGxdvUK9nPSywwOahDZceXwIgn1s+vIq8/L1Tzq0c62asY+3WtZSrXo5JKydl74vKAmm1y9Ogp0wbNI3XG7+Oo7cj/z36D+0tLWs3rKVIqSI0adskzTqsLKzQhejo2a0nN07e4OqVq0a5QiKEsUyfPp0RI0bQtGlTWrRooV5yT/Ti+LnffPMNGo0Gu/x2uNm5kRFVPKowZ94cfln/C73H9KZu87qZjj+7bF62mdVzVlO9bnVq1q/JpdOXDJ5PHE6sY9+OnPjnBCN7jKR+l/rci71H2OEwbl66yZCZyW92TYmnoydWT6yYOXomTlonpq2dlu5pjE0hvW3zx7o/QIGtq7cSGRVJ+XLl2b9rPxMmTKB69eqmCD1Xy/GJbnodOnSIw4cP07BhQ/Lly8exY8fo378/77//PkWKFDF1eNnmyy+/5NatpDnG169fz/r16wHw9/fHy8uLKlWqsGjRIu7cuUN0dDSenp40aNCAjRs3Ur58+XTVs3zucg5sOgDATzN+ov/k/mlsYXoLRi3g8f3Havnfnf+qCd3iPxcDcPXsVQD2LdSPD7udpL51jVo2ot+kfi+tw/+cP+d/1w/ufuH4BS6evEi56uVeuo2ppdUuDk4OuHi48NOMn0iIT0BjocGrsBfvfvIuH37+YbqHOdq2YBuHd+i//MePH8/kyeY5QoXIm7Zs2QLAzp072blzZ7LnFSWpz+WGDRt4+FA/q9eGCRto9lYz/aX7dPI/5c/JH08CMGPIDKq9WQ1H55w5otCxPccA/fCLJ/85mez53y/9DoBXES8m/DyB/q37s2bMGiwsLShZviTfzf+O1xq+lq66FEVh74y9PLr2iEc8YuG4hXw5IucOhZnetlEUhV/m/6KOTnHk8RE2btxIq1atjBesGdEoz38ac7GTJ0/Sq1cvLl26RExMDEWLFqVdu3YMGTIkQzeVpXfu5KySW+agDwwMpGSpkoQEhwAwbd00SlcunW31ZWY+8Yzo2bgnD+/ov4AqvFaBiT9PzPA+BrQZwLXz1wBw93Tnx70/ZmmMLzJG2+zfvp9pA56NtKCBlYdWZrhbxsO7D/mq+VfExcZhZWXF+fPnKVWqVDZEq5dbPkumIG2TMmO0S0JCAjVfq8npU6cB+GrMV7zz0TsZ2oeiKHR5swshgSEAVH2jKmOWvbyrRGYZ4zizYPQCdqzR31hla2/LupPrMryPrSu3smjcIgA0Wg0r/lmR4sQMWcUY7RITHUOvFr14cu8JAL/99hvvv/9+GluZlimOMenN13LuOf4Mql69OocPHyYkJISoqCguXbrEqFGjZKy5LOLu7s6Y0UkH1oXjFua6WWletHvDbjXJBfh67NevtB+/uX5qn7nAh/rpG3MznU7H/BHz1XLNejVfqe+xZ2FPWnXXn4GIi4tj4KCBWRajELnFjz/+qCa5vmV8ebvN2xneh0ajMZi05/TB01w7dy2rQjSJ4CfB7Pwl6Uz4qw4R9m6nd8nnru/Pq+gUJvXN+d3H0vLb8t/UJPftt9/mvffeM3FEuZvZJLoi+33xxReUK6+/LH/1v6vs27ovjS1yrvj4eBZPWKyW33jnDbx9vV9pX/m98lP/vfpqecW0FcTGxmY6RlNZNmWZOgi7haUFg2YMeuV9tfmsDa4F9Deibfl9iwxvJfKUp0+f4vetn1ruOaynwWQRGfF649cpWrqoWp7cL3d3BZrUb5I6nW0+93x89GXy0QfSq/+kpK50F45f4Pzx85mOz1QCHwWy/gd990MLCwtmzZpltJsPzZUkuiLdrKysmDVzllpePm25ekNTbrNw7EKiI6MBsLSyZMDkAWls8XJfj/saaxv9MFqxMbHMGz4v0zGaQmhIKFt/3qqW2/Rog73Dq18VsXOwo+vArmq5b7++xMfHZyZEIXKNcePGEfBEP/TjG03foGKtipnan9/3fvAs53l09xF/rP8jsyGaxPnj57l4ImnmrwFTMnf8rV63OiUrJg299vwEN7nNimkriInWT2L15Zdfpjihk8gYSXRFhjRp0oR333sXgODHwWxcvNHEEWVc8JNgdq1PmsygQ+8OWNtmbqxXa2trugxKmnN97+97efLgSab2aQpT+k9Bl6DvkuLo4kiHPh0yvc/679WnVGV939yLFy7yww8/ZHqfQuR0iaPbgH6YqG6DumV6n4WKFuKNJm+o5SUTluTKH45TB05VH5esWJJq/6uW6X36ff9cF7JHgfz+0++Z3qexXTp1ib1b9gLg6uaa5hwCIn1eOdG9du0af/zxB1FR+jN6ZnJPm0iHGdNnqJ3NNy/bzMO7D9PYImeZ2GeiesnMxcOFtj2zZvrI9z55Tx12TVEUJn6d8RvbTOnKf1f479B/arnvhL5ZMlSPVqul57Ceann4iOEEBgZmer9C5GQDBg5Qpyht1b0VBQsXzJr9Th6ApZV+wKSYqBgWjlmYJfs1lt+W/0bQoyBA3/fY73u/NLZIn/xe+WnwfgO1vGJ67upCptPpWDRhkVoeO2Ysbm4ZG4ZOpCzD32KBgYG8/fbblC5dmubNm/PgwQMAevTowcCBcrNJXlCqVCn69esHQFxsHNtXv3zK4Zzk7NGzXDqVNHZhZi+ZvWjQ9KT+rNfOX8tVZ3Wn9J+iPvYt40vtRrWzbN9lqpSh4QcNAQgJDmH58uVZtm8hcpqLFy+yY7t+NAG3Am6vfKNVSqxtrenYp6Na3r1xt9qnPqeLjY3lpxk/qeWGHzQkv1f+LNv/V2O/UruQxcXEsWLaiizbd3a7cOIC187qbzAsX6E8n3/+uYkjMh8ZTnT79++PpaUlt2/fNhjR4OOPP05xLEFhnr777jsqVKxAt+HdaPp5U1OHk25zv5urPi5duTRV36iapfuvULMC5WuWxzG/Iy0mtsC1oPFmBMuMI38f4fG9Z2PrasBvTtacZXle5wGd8S7uTbdx3fi4x8dZvn8hcopipYoxYd0EStcoTdfBXdM99nR6tfmsDa759ccWXYJOHaIrp1s+ZTlxsfqz3Na21vQa0ytL929tbU3XwV3V8v7t+9X6crriVYvTd2FfKlerzJzZc7C0NJtpDkwuw4nurl27mDx5MoULFzZYXqpUKYOJC4R5c3Z25ux/Z+n/VX/C4sOIS8gdB5OOUzviVtwNrVbL0DlDs6WOCT9NYN6ueTiXcubs47PZUkdWq1KvCpU/rozWUsubTd/Eq2jWzyboXtCd+dvmU6lRJU4+PEm8Lvf1LRQiPS48voDWU8vEnyZS/936aW/wCib8PAEHFweqdKpClQ+qZEsdWe39r9+naP2ioIHuQ7pjbZ25eyNS8m6nd/lfs//hXdWbpmOaYmWdO8aNvht6l3cavsPJ4yd56623TB2OWcnwT4aIiIgUx6YNCAjAxib9M72I3E+j0VDGowyXAy9zN/QuxVyLmTqkl4qMjeSh5UN6LuxJRaeKrzQ2bHpotVpc7Vwp7lKcy4GXKeVWCkfrnDmLUaJTD09R+aPKDOg/AEfb7ItVo9Hg4+zDtcBrXHO/RlmPstlWlxCmEBwVzKmHp3Czc8PKIvuSLG9fb5bvXc6+e/s4F3QOXw9fLLU5+yzgqYBTvNX/LepPrI+rW/Zd7eo3sR+Poh/x751/uRF8g+KuxbOtrqwQHB2MvZU91byqYaF9teHnROoyfEa3Xr16/PRTUh8bjUaDTqdj6tSpNGzYMEuDEzmftYU1NbxqoKBw5sQZwp+GmzqkVJ14cAKAqp5Vsy3JfV4VzypYaCzYd3Yf29fk3H7MQZFB3Ay5SVn3sri5uGV6BIq02FjaYGdlx4n7J9j5505iYmKytT4hjOWvv/7ixJ0TBEUFkd8+6/qepsbG1oYaXjWIio/i8MXD3Lx8M9vrfFU3gm8QHBVMDa8a2Zrkgr5dirgUwcPBg9P3T3N0/9FsrS8zTh44yf3Q+1QuWBlPR09Th2OWMvzzb+rUqTRo0IDjx48TGxvLkCFDOH/+PEFBQfz777/ZEaPI4WxjbNkyeQt//foX73d5nx5+PUwdkoEnD55w8/5N7ljfoXLBythbGWe2PFtLW64sv8KRLUdAgUq1KuFTwscodafXsT3HCCwciK2lLeULlDdavRZPLZg4ZiLn/znPpEmT+Oabb4xWtxDZ4b///qNJkybkL5Kfrt90RdPQOIP857PKx/3t91m/ej35PfPz/W/fqzdk5RQH/zrIQ6+H5HfIj08+4x0D3YPcWT1qNYHXAuk9rjeN2zY2Wt3pcebwGUb1GIVvOV9e++E1KGLqiMxThs/oli9fnv/++49atWrRuHFjIiIiaN26NadOnaJEiRLZEaPI4eJi4zj4x0EAtq3axt0bd00ckaEJX01gbMex/DP+HwpbF057gyx06/QteDby3qQ+OWtqyrNHzzL2y7EsbrcY5bxi1Mue0ZHRXPj3AgBjx41VR28RIjdSFIW+/fqi0+l4dPMRD64a7/2stdBy89+bxEfH8+DmA+Z8O8dodafHmrlrmPTVJNZ/sR73YHej1h36IJTAa/qhDOePmq9OEpQTJMQnqLNz3rx4kzs37pg4IvOV4UT39u3bFCxYkNGjR7N161a2b9/OuHHj8PLy4vbt29kRo8jhihQpwpAhQwD9h3fJxCUmjijJ8X3HuX7hOgD3Tt/j0a1HRq1/6KykG97uXL/DgT8OGLX+l0mcPSguIo6D6w4ate5iZYrxzofvABARHsG3335r1PqFyEq//vore/fsBaBg4YK83+V9o9Wt1Wpp1q6ZWt6/fT8P7+SMsc0jIyJZ98M6ACIeR3B0u3G7ENRrUQ87BztA/900ffB0o9b/Mrs27OL2FX3OVKNmDTp37mziiMxXhhPdYsWK8eRJ8rFBAwMDKVYsZ9+MJLLPkCFD8C7sDcDJf05yfN9xE0ekN2voLPVxpdqVKFOljFHrL16+ONXrVlfL876bh06nM2oMKdm0dBPBT4KBZ4O2Z8NwYmnp2Lcj9k76biTLly/n2LFjRo9BiMyKjo5mwMCk8bg/Hfqp0bsONG/fnPyFnvUJVnLO1aOZg2eSEJ8A6KcDf37iGGPQarV8MeILtXzkryPcuW76M6fhT8P5edbPannO7DlZMjmPSFmGW1ZRFHWaveeFh4dja5u1YwWK3MPe3p5pU5PmF18yaYnJxy9cM3cNocGhgP6A981M0/QDHTJzCBaW+jtpI8IiWDHdtIOYx0bHsmr2KrX8dpu31RndjCmfWz469E6aYrhPnz4yw6LIdWbOnMlN/5sAVK5TmdpvZd1EKxkxZOYQ9fGNizc4tse0PxzvXL/Dkb+PqOUvRnxhkmSu4QcNDYZLzAk/AtbMW0N4iP7G7Q4dOvDGG2+ksYXIjHS/6wYMGMCAAQPQaDQMHz5cLQ8YMIC+ffvy8ccfU7Vq1WwMVeR0H3/8sfqBve9/36Qzpj1/yQygRccWOLtl/0gLKbF3tKdlt5Zq+bflvxEearrRKWb5zVJ/hNjY2fDlqC9NFkvz9s3xLq6/EnD48GHWrFljsliEyKj79+8zfvx4ADRaDT38eqR4IsgYylQpQ6ValdTyLL9ZJr16NLF30hToXkW91JkRTWHo7Be6kO0wXRey29dus23VNkB/gmjy5MkmiyWvSHeie+rUKU6dOoWiKJw9e1Ytnzp1ikuXLlGlShWZ1jOP02g0zJkzRz3Qr5m3hpDAEJPEMmPQDINLZp/6fWqSOBJ90v8THJwdAP1MRlP6TUlji+zx4NYDDuxMOsj3GNrDpDPwWFpZ8pnfZ2p58JDBREREmCweITLCz89Pfb82a9cM3zK+Jo3nm1nfqGdNw0LCWDtvrUni2L99v8FNyc8nmqZQrGwxatSroZbnjphrkh8BiqKwdNJSdAn6uocOHZps8i2R9dKd6O7Zs4c9e/bQpUsXduzYoZb37NnDH3/8wcKFCylVqlR2xipygRo1atC1a1cAIsMiDS6RG8vta7c5uifppocvR31p8v5PWq2WPuP7qOXTB09z7fw1o8cxsc9EdRSIAt4FeOfjd4wew4uq161Ozfo1Abh/7z5TppjmR4AQGXH06FF1THkHZweDbjim4uzmTIuOLdTy+oXriYyINGoMOp2O+SPnq+Ua9WpQrKzp798ZPGOw2oUsMiyS5VOXGz2G4/uOc+rAKQB8ivgwaNAgo8eQF2X42//HH3/E2dk0l4BF7jBhwgQcnfSza924eoP4OONO9fr8JbNCvoVo8F4Do9afmtcbv07RUkXV8tG/jXsH8pE/jxgMKP98nz5T+3Top+qX0NGTR6Wvrsjxjh0/pl4N6di7I86uOeN78VO/Tw1GGvhl/i9Grf/HKT8SGaZPri0sLRg8Y7BR60+NvaM9rT5tpZZ3rd9FTLRxJ6u5ev6qesVz2tRp2NnZGbX+vOqVrlkeO3aM9evXc/v2bWJjYw2e27RpU5YEJnIvT09PZs6YyaOYR1hVsUJjYbw+ayGBIdy/dV8tD51j2ktmLxr6/VDGfTWOil9UpFqdakate9uaberjyq9XpnTl0kat/2W8i3nTZWAXcIcPW36IgoIG0/R1FCI9GrRtwEC3gZz5/QxN2zU1dTgqrVbLl6O+ZMbgGQD8d+y/VG8izw7PD6HYukdr7B2NM0FPenTq24l9W/bx5P4TYqJjuHz6MpXrVDZa/bU71KZWw1rc2n+LDz/80Gj15nUZTnTXrl1L586dadKkCbt376ZJkyZcvXqVhw8f0qpVq7R3IPKEHj16EBUXxeaLm7kfdt9os+HY57On7ZK2HJx5kCKeRfAt7WuUetPL29ebBdsWsP/mfs49OUcx12LYWhpntJIPxn6A9mct136/lqPO5iZq2a0lkXGRXA68TGmP0jl+fnqRd4XHhnP8wXGKlSzG/0b+z9ThJNPgvQbcuHiDJ5ZPKNe0nFET3Q6LO7Br/i6enntKxz4djVJnemm1Wkb8MILFMxZTpG0R3Msbb7SZsJgwLLWWfNDoA3xa5awZMs1dhrsuTJgwgZkzZ7J161asra2ZPXs2Fy9e5KOPPqJIEZm/TiSxs7KjRqEaRCdEEx1vnBlpzjw6g3U+ayavmozf98YfGza9qheqjk6n48zDM0apLzQ2lKtBV2nRqQUr/12Js0vOuMz6InsrezQaDSfunyA2ITbtDYQwgbOPzvIo/BGejp6mDiVV3Yd0p/NnnQlPCOdq8FWj1Hkv9B5Pop7w+bDPWbRrkcnvjUhJ0dJFGffDOAoXLcyJByeMclOaoijcC7tHOY9yFHaWm8+MLcPvwuvXr9Oihb6zu42NDREREWg0Gvr378+iRYuyPECRu5V0K0kpt1Ls2bOH3Rt3Z2tdIdEhXAu+Rim3Ujhb58xELpGjtSNlPMrw3+X/GPDxAHXyhuxy8v5JLLWWVClYJVvryQqFnQpzM/gmC1YuYP369aYORwiVv78/3476luO3j+Pp4IlWk/MSued5OXlRyKkQh84e4ufZP2dr33edTseJBydwsXWhpHvJbKsnq9TwqkFoVCg/LvmRK/9dybZ6rl+4zi/LfsHJ0olqXtVMNvxcXpbhrgtubm6EhYUB4O3tzblz56hUqRIhISFERhr37k6R82nQsNhvMVs2b8HG1obqb1bPlskJfpz6I5rSGpxLO1OxQMUs3392uLjxIlvmbtHPZNR3EpNXZ/14ijev3GTjTxvx/NCTmt41sbY07oxNryQBfhz0IxePXMQjvwdNmjQhX758po5KCAYNHsSmjZtwXeTKqAWjcC3rauqQ0hS4L5Bfp/2KLk6HRqOhU59OWV7H3i17uXTrEs71nWlcvHGW7z87aMO0/D30bwJuBnCw0EEW7lqY5UMtKorConGLuHjyIod/O0yTHU1wK+6WpXWItGX452jdunXZvVt/Zu6jjz6ib9++fPbZZ7Rv35633norywMUuZtWq8W3sC8AMdExrJiW9bOCXfnvCpuXbmbTN5vYP3o/1ha5IJkDylUrpw71dfHkRc4fP5/ldUzqM4l9G/axsctGwi6EZfn+s4OVtRVurvovg4AnAYwdO9bEEQkBe/fuZdNG/c3WuhgdBQsXNHFE6VOoUCF0cfrL8xsWbiA0JDRL9x8fH8+8EfPYPnc7Wz7fQnyAcUfZeVVu+d1QovUH4Cf3n7Bw7MIsr+Pfnf9y8eRFALQ6rYyZayIZTnTnzp1Lu3btAP1g2YMGDeLRo0e0bt2apUuXZnmAIvcbNWoUrm76Mx97t+zl0qlLWbr/Kf2Txl1NPHDlBlXfqEqpSkljT08dODVL97/ntz3cv6kfgSI+Op6C3rnjixmg2+BuWNlYATB79mwuX75s4ohEXpaQkECfPknjYH8y4JMcNZrAy9R+qzZOLk6AfrKayf2y9srRD6N/ICZKP0xXTFiMSaYTfxUWlha82/Fdtbxr/a4s7UIWExXDsinL1PKsWbOwts4dJ2HMTYYTXTc3NwoVKqTfWKtlyJAh/P7778yYMQNX15x/GUcYn5ubG+PGjlPLiyYsyrIbAHas3cHje4/1BQ05+ga0lPh976f22Qp6FMRvy3/Lkv3qdDp+GPODWq7dqDY+JXLPnb4FvAvQ5tM2gP6M0YABA0wckcjLlixZwtmzZwEoXr44b7XKPVcvtVot/Sb2U8tnD5/l8n9Z88Mx8FGgwb0Xnfp1wto29yRzbT5rg4uHCwCKTtFPqJNFNi/bTMCDAADeeecdmjdvnmX7FhnzSj3pdTodV65c4cCBA+zfv9/gT4iU9OzZkwoVKgBw7ew19vy2J9P7jI+PZ9mkpF/MdZvVxdMn594FnRIPTw8atWykln+a8VOysalfxZIJS4iKiAL0Zy76T+2f6X0aW+serXErqO/CsH37dnbu3GniiEReFBISwrDvhqnlnsN6YmFhYcKIMu61hq8ZzE42tV/WXD2a1HcSik5/Fc01vyutP22dJfs1pgFTkn5EXzp1ibNHz2Z6n08ePGHD4g0AWFhYMHPmTLkJzYQynOgePnyYkiVLUq5cOerVq0eDBg3Uv4YNG2ZHjMIMWFpaMnv2bLW8YvoKIsMzd/PiglEL1JltrKyt6Duhb6b2Zypfjf1KPQsSFxvH999+n6n9hQaFsn31drX80RcfYe+QOy6zPs/W3pZug7qp5X79+xEXF2fCiEReNGbMGAIDAgGo27wu5WuUN3FEr8bvez8S52B5fP8xO9buyNT+zh49y+XTSWeGB04dmKn9mUrVN6oaTJ4zfdD0TO9zxfQVxEbrT1h8/fXXlCtXLtP7FK8uw4nuF198Qc2aNTl37hxBQUEEBwerf0FBQdkRozATb731Fh+0/ACAkIAQ1i989aGjAh8F8ufGP9Vyx74dc9Uls+dZWlrS/Zvuannftn08uvfolfc3qd8ktWuIs6sz7b9un+kYTaXeu/UoU60MAJcvXWb+/PkmjkjkJZcuXeL77/U/PK1trek6qKtpA8oETx9P6jarq5aXTVpGfPyr3zg2beA09XHpKqWNOsNYVhs6Z2hSF7LHQWxetvmV93Xh5AX2b9Vf3XZzd2PkyJFZEqN4dRlOdK9evcqECRMoV64cLi4u5MuXz+BPiJeZPm262iH/t+W/8fDOw1faz6Q+k9QxIXPrJbPnNW/fHA8vD31BgUm9J73Sfi6dusS5o+fUcr9J/bIgOtPRaDT0/LanWh45aiQBAQEmjEjkJf3791eTwdaftiZ/ofwmjihz+k7oi5W1/ibPmOgYFoxc8Er72bR0k3rjlkajwW9O7ro34kUenh4G/a5XzlqpnpHNCJ1Ox+Lxi9Xy+HHj5d6lHCDDiW7t2rW5du1adsQi8oASJUqoNxb5VvYlISEhw/v47/B/XD6TdMls0PRBWRafKQ2ZkTQtb77Cr/ajccqApBEoipcrTs36NTMdl6mVqlSKt1rrv4Qq1apETEyMiSMSeUFCQgIlKpbA0toS94LutOnRxtQhZZq1rTWd+iaNo/vvrn8z3IUsNjqWVbNXqeW3W7+da0ZaeJleY3oZdCHb+UvG7wmIj4vHp5IPFpYWVKpUic8++yyrwxSvIMOjI/fu3ZuBAwfy8OFDKlWqhJWVlcHzlSvn3ssXwji+/fZbqtasSlTxqFea5vXe7XtoLDQoCQplqpahUq1K2RCl8ZWtVpYOvTtgUdUCC1cLYhNiMzQmcGxsLDrts9EsNPrLceaic//O1GpaC+8q3ihOuWcIOZF7xSlx/K/L/yj4ZkGsI6yxsbMxdUhZotWnrTiw8wBXz17F0dORp0FPMzRU2qN7j7CwsSAuNg4bWxu+HP1lNkZrPJaWlvQa1YtZQ2dhYWNBRHxEhvcRr43ng74f4NfXD3cr91x306K5ynCi26aN/ldt9+5JfQo1Gg2KoqDRaF7pDJ3IW5ycnPi4zcece3yOndd24pHggZWFVdobPlOoXiFa/9iaG0tv0GdMn7Q3yEXafdWOkOgQdl7byfnH56nmVS3d28Zr4mkxpwUBhwJwCHXIdSNQvIxrfldez/8614Ovc+L+CTwdPbHUZu0sRkI878LjC9x9epdKpSthoTWvhGXwjMHs27eP+ErxRDtHZ2hbWy9b3l/yPo+3PqZK+SpZPpuYKTVq2YioyCieFn2KS0GXDG9/N/Qu5fOX5+2Sb+f46aHzkgy/Q/39/bMjDpEHlXEvw+WAy9wLu4evi2+6tomMjeRy4GVKFypNl4VdsjdAE3GxdaGYSzEuB16mlHspHK0d07XdqQenUFDo0rkL9ta5b5SF9CjsVJhrQde4FnSNsh5lTR2OMFPBUcGcfHgSdzt3s0tyQX9j2sedPmbX9V2ceXgGH2efdP9wPH7/OM62znTw64BWa37JXIsOLbjz9A7/3P6Ha0HXKOlWMl3bBUcF42DtQHWv6pLk5jAZ/t8oWrToS/+ESC8rCytqFKrBuX/PMfDjgYSFpD1F7ckHJ9GgoZpn+s905kZVPasSdieMr5p/xfivxqe5fkBkALdDb1POo5zZJrkANpY22Fna8f3S76lbry7R0Rk7GyVEWvr06UPvQb15FPgID3sPU4eTrWp41eDRzUcM6TqE0wdPp7n+taBrBEcFU82zmlkmuYl88vngbu3O6kWrmdQv6cbn1EwfPJ01P6yhtHNpCjrmnhko84p0/YT7/fffadasGVZWVvz+++8vXff999/PksBE3rB+8XoWDVkEwNp5a/lsWMqd9x/ceoBfZz8qdKtA8xbNsbW0NWaYRhd0L4gt/bcAcOTuEW5fu02RkkVSXHfEpyOIsIqgTq86lMtv/uM17lqwS51BbsaMGXz77bcmjkiYi9OnTzN37lwURaHQjkLM2zrPrPtZBl0PYsfAHegSdEy6OImf/vkpxWEadTodX7/3Ne413KnbuS4++XLPLIuvat/EfZw7rB/BZk2JNXTo3SHF9U4fPM2+LfsAeHruKf/+869MDpHDpOsnWcuWLQkODlYfp/bXqlWrbA1WmJ/27dtjb68/A7lt9TZuX7ud4nqT+k4i6FEQ/0z6h/3zzX8GPq+iXhTyLaSWJ/VJebixU/+e4vS/p7m69yq/dPkFXXzWTK2ck73d+m00Wv0XyfgJ47l//76JIxLmQFEU+vbrq569a9K2iVknuQAlKpRQp8CNDItklt+sFNdbM3cNd6/f5cy6M2z4aoPxAjSh/zX+n/p4/cL1REYkH50iIT6BxROShhP7oucXkuTmQOlKdHU6HQUKFFAfp/YnN6KJjCpcuDBDh+pHB9Al6Fg8YXGyy0RH/j6C/6WkvuGN2zQ2aoym8vyoCXdv3GX/9uQJ/sxvZqqPS5QroY5RbM6Kli5Ks3bNAIiMiMTPL3eP4Slyho0bN7J/n/4z5lnEk/c+ec/EEWU/rVZL+6+SJpQ5sPMAD249MFgnMiKSDYuSkttaDWsZLT5Tata+GXaOdoA+oZ0+MPmMaTt/2cmda3cAeO211+jUqVOydYTpmW8nG5FrDBo0CJ8i+kthZw6e4dieY+pzOp2O2X5JUwdXfr0yJSum7+aA3M63tK/BOLjzR8xXZzwDWL9oPSEBIQBotBqGzjaf4cTS0qF3BxycHQD46aefOHLkiIkjErlZVFQUAwclTWHbY2gPdWIFc/fOR+9QwFt/IgsFJvaZaPD89MHTSYjXn8Syc7Sj+5DuL+7CLGm1WnqN7KWWj+09xq2rt9RyaEgoK2evVMtz5swx637LuVm6+ujOmTMn3Tvs08e8hnsS2c/Ozo7p06bz0UcfAbBk0hKqvl4VSyxZPXc14U/DAdBaaBkyc8jLdmV2Bs0YRMfaHUmITyAyPJIfp/xI98HdiY6OZu38tep673z0Dq75884MPM6uznTs3ZFF4/X9u/v06cP+/ebfpUVkj5kzZ3L7lr7bVJU3qvBaw9dMHJFxDZ09lAFt9RP53Lx8kyN/HqFWw1rcunWL4/uOq+v1GtUrTyVz9d+rz9r5a7nnfw/QdyGbv1U/DfnaeWuJCNWPtdupUyfq1KljsjjFy6Ur0Z05c6ZB+cmTJ0RGRuLi4gJASEgI9vb2FChQQBJd8Uratm1L3Xp1+Wf/Pzy8/ZClM7bySbMmbFyySV3nvU/ew9nF2YRRGp+9gz1terRh3Q/rANjy8xYq1/uQPxfPIz5OPzWprb0tPb/r+bLdmKWm7Zqyfe127l6/y9GjRxk1ajV16rhx4ADUqwdm3r0y3RIS4MAB/WNpmySJ7RIQEMDEiZMB/Y/pz/w+y3P9LEtWLEmV16tw5tAZAGYPm43fop+ZPyVppkXvYt7Uf7e+qUI0mW9mf0Of9/V5zT3/e6xZtJ/Xixdh+9odANjb2zNp0qtN2S6MI10/zfz9/dW/8ePHU7VqVS5evEhQUBBBQUFcvHiR6tWrM3bs2OyOV5gpjUbD7Fmz1S+YHavWMmnSJHTP+n1b29nTbUg3U4ZoMh36dMDRRT+Wri5Bx9ivxnDo0CH1+YYff2ZWg7anl6WVJZ99mzRKx6TJ3xIVFUWLFuDrC5s2pb5tXrFpk74tWrTQl6Vt9J5vl59//pmYmCgAqjVsTpFSKY9uYu4GzxyM1kKfEoQ/DWd4j4ncu3dPfb7pp3mzL7xvaV9ea5B0hn/tnHksXboU5Vk3sg8++BZvb29ThSfSIcPXIIYPH873339PmTJl1GVlypRh5syZfPfdd1kanMhb/P2roSif6gu6aP777z/1uViXXhw+kncumT1Pq9XyTue+SQuiriQ9tvJkx8HGHDyUfLu8IEpbDRyf3RyjPGTTswzu3j1o2zZvJ3SbNunb4O5dw+V5vW2ebxed7ij79umHhsLCkRM32+fZz5KzizM13k66AU8XdjTpSYfXWPpzkTzbNnU/Hgg8uwyiPP/dVJQ1awbk2c9SbpHhzOHBgwfExcUlW56QkMCjR4+yJCiR9yQkQN++AOMBJ9A+N3qAdWFwrseSxZBg/qNnJZOgg73Ha4N1seRPeun7LOfFtknQweLFgEd30Fhh4VGbpk2bApA4cEe/fvr3Vl6T+HlKaZz7vNw2L7aLxqI8nTt3BgsbcO8EFk558rME+td87Wk30L4w4YzGArz0N+rlxbZJ0MGKn+3Bra26zM7ODrAGpqPR2OXJz1JuolHSmvLjBe+99x63b99m6dKl1KhRA41Gw/Hjx/nss8/w8fFJc0KJnC40NJR8+fLx9OlTnJ2zvz9oXFwc27dvp3nz5lhZ5Y27fFOydy80bJhYuoel+0h0wT/qRxnQWoDu2VEkha5zWkstNk42+L7pS7XO+hnT9k3aR9CNIKJDol86q42lrSVWdlbU6lkL75rexEXFsbXvVnTxOmLCYl4as42TDVpLLe/OfhcrOyvuHb/H0UVHiY+OJy4q+Y/BRBqNBlsXW9yKu1F/qL7P26mfTnHzwE1iwmJSHgs3pZeg0RhmMql0K3Qr7kbTyU0Nlq1ttxZdOr6xKrapSOV2ldWy/z5/Ds1N32mdlgtbYu+W9KW5b9I+7p2495It9GydbWm9tLXBsk2fbiI6NIVZ0F5oF09PT57ElSZBZwlhpwBwcobUena80ewNOgwwHAh+0AeDiI5Me8a17t91p3r96mrZ///s3XV4FFcXwOHfxo244u7uUIqUUqRYoS1S7ANKcdcWpzjB3SnaYqVooUChuLu7BElChOgm2f3+2DIhTUJ8N1nO+zw8zZ2dmXtyO9k9O3PlxkO8+8Wfgigh03+fjrWttVLe88se9qzdk+Rx+YrlY9DcQXG2eff15uHNuEuzR0fD22B014cmBMxMqVimFOcu34/TZgm1TXLrSEij9o1o1KGRUg4PDWdI8yFJHgcwaM4g8hWP/TJ34cgFVv68MsnjrGysmLFjRpxtG2Zu4MTeE/H2VdoFICYUVFoKF8zHnfv3/22rf/8m5H3m/RMl+T5jYmZCkYZFlHYBXdv4XPBJclUxc2tzqvetTo6Kusf/UeFR/NHrjyTbBXRt03RBU8ytdZ+dz8895/ic40RHRH/wOJVKRfby2ZV2AV3b3N57O1ntUr58ea7fWE9kRBHeNcjhw1C7dpIhGy1D5DLJzddS3LFv5cqVdOzYkcqVKyu/THR0NPXr12f58uWpj1h81F7EmboxB+bqmdRv6s/vv/8em+RCgm/EmigN4W/CsY2xpZRHKQD+Cf+H8DfhSdYbHR5NdHg0OWxyUMqjFBGhEWx+szlZMUcG696Ii7sVx8rWCmxIVp1arZbwN+GYeJko8d6JuZOsY/9zov+UE97NRB1bzzsbojckqwpHE8c4x4ZZhSVaz38VdSmKg7uDUj4ZfTJZx2rUmnjxblFvSdaxL1++BF6CVU6I1i1y8/ZN4vsHBQYRFhV3IvgA3wAiQpNOdEPCQuIcGxIeQsDrgKSDBMLUYWgtYn+h4ODgZB3r5OEUL97AN4FJHxsVzbVr1yAq7u+VUNukug50v8f7x4arw5PdJiHh/2nPsOS1p5WtVbx4gwKDklevFu7cuZPg9v+K8z7jnsr3GesclHJP5fuM67/vM9apeJ9xT937jJmZGdHR/0kaE2mb99sFdG2j1ST9RxsVFqW0C6Brm+Dkt43SLgDWurZOilarxSTcJE68d2LuoIlK3u3q69evo1K58X7WH/czTGQmKUp0tVotYWFhbNmyhefPn3Pz5k20Wi3FihWjcOHCGRWj+Ah4ecUta6PecuDAgfe2qAAVKpXuBsP7TM1MsXeyJ5dHLkq4ldCdz92LML8wAvwCPpggWdlYYW1rTQG3ApRwK0GYdRguHi5ER0XzNvDtB2PO5pgNM3MzirkWw8bOhjA33bHhoeEfviOoAidXJ7zcvZR4z3ic4aHHQ4IDg4mJivsMTKsFrfZDb8C6HkgJtQ2Ao4OjUs87ZuZmybqjm8M1R5xjX7u+Tvb0QkVci+Di5qKU3ZzceGzy+ANH6NjY2MSL18bGhujIuB9gunYBSOD3iPABU2dQqbC3h8RuMLi5uMVbm97F3SVZd3TdHdzjHPvW/i0uHi4fOOK9Y+3csbGLvdvt5uyWrGNdXV3jxevq6kqQR1CcbVFREBwYA5pAZVtExL+/k8oaTHV1J9Q2ya0jIW7OcdszjLDkt4l93PZ0d3BP1rFWNlbx4nVzSbg9o6IgOBiIDgISSogS/1uK8z7jnsr3GfcClHAvQVhIKt5n3P59n3FPxfuMe+reZ+ImuR9oG3PTOO0CurZ5fut5kl9QrWyslHYBCAsJw8HZIcl2AV3bvGsXgDD3MGzsbJL++1URp11A1zaXLS4rcwa/k9D7TN68eXnyJO4dxP9+honMI0VdFzQaDVZWVly/fp1ChQplZFwGI10XMt6hQ4dYt24dJ06c4OnTpzg6OlKhQkVOnx6Nr28FtFqwto6iWLGqXLhwQXeQSxtci7Rh2XIwzWJj0sJCwvh10a88vPmQBzcfEBwQTOterRNdOx10XypHtB/BjXM3aNi2EX/teUlU4L9toTIH7btHlioosBJXD5cs2TbJ8eDmA9bNXsejO48IfhOMhZUFOfLmoEGbRqzeVJCgS72UfePcgcpWE9dSg7Ncu1w+dZm///ibWxdv4ffSD9tsthQsWZDWPVvHWSzlxvkbHNx+kAc3HvD47mOio6JZ9tcyPHJ6EKOBryv1Jyb0gW5nlRVo3334m0GhDbi6WWW5tkmpG+dvsHnJZm5dukVUZBQuHi74hxdH7XtQ2cfExCR2IRanlrgW65jl2iW518zs4bM59PuheMfnyJeD+bsX0aJcF7SRvrqNJjag+fdOuYk1FNiIq5tJlmublLh/4z6bFmzi7pW7hLwNwc3LjU+/rMWev0sRfO3fWSdU9qxZPY/u3dsQHm6OSgU5c8LDhx/3tH1G03XBxMSEQoUK4e/vb7SJrsh4ixYtwt/fn379+lG8eHF8fX3x9vbG378qWu2fqFSfAdC5c2cuXLgCRMObrXzb4nNMTdwMG3wqvA18y/7f9pO3SF6qfl6V/Zv3J3nM7vW7efn4pe74gODYJBcwzzkAu5BlBAQEAFp4PoWuI6cb7YdPaHAorp6ufPrlp7i4uxAZHsnfO/9mzvBZWGeLfXNTWXjS5X/NWLJkiW7D26N83bwdpiaehgk8lfZu3MvbwLc06dCE3AVyE/QmiN9X/c6Q1kMYu3wsZaqWAeDyyctcPnGZ/MXzY2Nnw9UzV5VzXPznXGySC5jlGYP5q/GEh4cD0fBiJl1//NForxmAIzuPMGvYLD5p8AkDpgzAysaKl09fsuTn2C52KusiNGtQnO3bt+s2BGyn3XctMTWxM1DUqZPcawbAwsqCn1f/HOd4SytL/ty0JzbJBcwLTEH7cKDui6MmHHyX0/XHbkZ7zTy594RhbYaRI18Ouv7YlWxO2bh+9jq/LdqEhVXs2CNzs9E4OOi6ZL27sz179sed5GZ2Ke6jO23aNIYMGcKiRYsoWbJkRsQkjNyCBQtwd3ePs61BgwYULFgQd/dJBAR8hr8/5MyZE1PTnsTEzAWtmquHV9OgcfIGtmQm7jnc2XBmAyqViuCA4CQT3VfPXrF25lr6T+3P5D6TufBPbJJrYp0LM8dPGPC9HaNHj9ZtjLiNneoKUDrhE2ZxpaqUolSVuH12K9WpxL3r93jxOLZjnEXuYTRsmI+lK7ehjdJ9YO9fNYVGTWfrM9w06z66O44ujnG2lf+0PD/U/4EtS7YoSUurnq1o07sNANtXbI+T6M4ePlv52cy+JObZitOtWTfmzPl3Oe2QU+RyfwrkyshfxWD8X/mzYMwC6reqT48xPZTt92/cJyry3Z1tFRa5h9G+vSPb/9ivG5yGhiMbp/NZ3XEGiTu1knvNgO6GVdGyRePsGx0dzZDWse+tFq41MbXKQ/NvvmHjxo0AqIL2ULJIa8A4F+05uuso6kg1w+cOxyu3rh9CmapluHH+BldO6aYTMzMrgqlpD0DXrS5nTl2S26JFIicVmUKKv5u1a9eOM2fOUKZMGaytrXF2do7zT4ik/DfJBbCzs6N48eJERj7l0SPYvVu3fdu2n3Bx0fW1+2f3P9w4f0OPkaYPlUqVopWWFoxeQJlPylCtXjVA1/XhnblbfmT0aChdujS5CsXOZe09JHmj/Y2FRqPh9bPXSrlcjfKMnZwfgO5jYz+wH9x8wNm/z+o9vrT4b8ICYG1rTa4CufB74adsS6yv9Mb5GwkOCFb2WbFnOKNHQ506dXDxjO1IOKWv8a7mtH/zfiLCImjZtaWyTR2hZt3sdUr585afM/ZnF0xMTGjbv7ey/eKxizy48YCsJLnXTGIWjl6IOkINgLmFOWv/6svo0dCqVSts/30krNVqmNxvcrrGnZmYmuluydpms1W2RYRFcOdK7GDF7dtnsWeP7rH87t267gqS5GZ+KU50Z8+ezdKlS1m5ciWLFy9m1qxZcf4JkRpBQUFcuHCBEiVKYGoKNWrotjds6MTEiROV/ZZOXBrbn84I7d+8n7tX7/LDyB/i/Z5VP69K7gI5KF5cVx63dJiSQAf4BrBthXHPWq7RaIiJjiHoTRBjuowh5t+JK03NTBk2e6jSLg2aF6Fk5dinTbNHzE5yiqPMLvRtKA9uPCBXoQ/fgQ0PD1eWiwZo1LYRTq72StuMWjBMee3p/acc23ssQ+I1tOvnrpPNIRvPHjyjX/N+NC/RnDaV2xCl1vVtt7SypOe4Hkq7tOpcnVwFY9t2Sv+s/yUgsWtGHaGmQ40ONC/enP/V+h+zh8/mr21/Ka+3H9AeaysLpW0GTeuvvHb97HVuXbylj/D17rPmn2Frb8vCsQt5+fQlYSFhzBs1TxnY1rBhQxo3bqh8NtWoId0VsooUd13o2LFjRsQhPnK9evUiNDSUn376Kd5rXbt2ZcGCBVy9epUHNx5wcPtB6rWsZ4AoM5b/K39WTVtFx8EdcfFwYfH4xcprZuZmDJw2MM7+Lu4ufN7ycw5s0T1GWz9nPY3bN8bCwgJjtHjcYvb9ui/e9q86f4WNnQ3amNhkdvjs4XSo0QGNRsPbgLdsWrBJecyfFS0ev5iI8Ai+/eHbD+63ctJKZdS4ta01XX/sGuf1fEXzUaFmBc4fPQ/A/NHzqV6/erJn0sgq/F/5ExkRydT+U/m629e0/L4lMwbFzrXbZXgXzMzM4lwzP877kR4Ndd0cXj55yaHfD/FZ88/0Hnt6SeiayVc0H/mK5lOWOb5+9jqbl8RO5eXs7kzz/zWPc54Kn1agQPEC3L9xH4BpA6ex8nDS8xtnNR45PZi+aTqTek+iW71ucV4zNTWVG3lZWKre3WJiYti6dSs///wzEydOZPv27crdFSFSatSoUaxfv55Zs2ZRoUKFeK+bmpoyd+5cpfzLzF/iPM43FgvHLCRvkbzU/7Y+EWERnDgQO+F9656tsbKxindMj7E9sLTWTShfvX11o01yAb754Ru8N3tTu2ltZZuFlQXt+reLt6+9sz1ffvelUj6446ByNy+rWTdnHUd2HqHL8C5xRtAn5MbF2K49Pcb0SDCBHTJziPKYNuxtGGu816RvwJmAVqNFHanmmx++4ZsfvqFGwxqUaFRCmfbUM3f8AYo58uVQugsB7Fy/M8s+CUjsmmnWqRnNOjWj3CflKPdJOT776rM4C0AM9h6c4PmGzxuu7Of3wo9d63ZlZPgG8erZKyb0mEA2x2wMnzOc8avHU7Km7slQ0aJFKVKkSBJnEJlVihPde/fuUaxYMTp06MC2bdvYsmUL7dq1o0SJEty/fz8jYhRGbNy4ccoXpt69eye6X+3atWnRsgWWVpZU/aqq8kFtLI7vO86FYxfoNKQToW9DiQiLoNDnuplNnNycaPRdI6Kj4s/7aWZmxuR1kxmzbwxeDbzwDfWNt4+xcMvuRqFShajcvDIuBXX9tj80D2mXEV0oULIA5jbmFG9UPEX9pDOLjfM38tui32jXvx2N2zVOcv8CdQpgYmbCJw0+ifOF4H02djZ81fkrACwdLClc0fjmQM/mmA2AcjV0K3U9CHxAyf+VZPAyXSL37u7kfw2YOgDP3J5YOVhR9IuiWTLRTck1Y53NmiL1dQmcV24vSlZKeIC5Rw4Pan2pW0XM1s2W3MVzp2/QmcC7Gyjjlo+jev3qeJb0ZODsgUyfNZ3r169z5MgRQ4coUinFXRf69u1LgQIFOHXqlDL4zN/fn3bt2tG3b192vxtFJEQSxo0bx9ixYxk7diw//vhjkvvPmT2Hn37+iTMhZwjThmGJpR6i1I/Hdx8TEx3DkFbxZ5UI8A2gbeW2/Dj/R6p+XjXe6wVLFESj0fA09Clnfc7SqFCjePsYC41GwxuXN3zt/TUBewP4bfFvvHz6Egdnh3j7mpiYMMR7CD6RPtyJvINvpC9e5llnVveN8zeycf5G2vRuw7fdP9xl4Z2CjQvy3Q/fkdvtw4lIu/7tcM3hSnjpcCIsk14cI6vJWyQvty/fBkAdrebKqyt42nqS31Y3YNFElfA9HisbK0YuHMlz1XMehT8iSB2Ek5WT3uJOq5ReM4/Vjyn7v7LcP3SffMXyfXDfPpP6ULxqcUKKhRBiH5JeIWcaD24+IHeB3FjZWBEVE0VQRBD1CtTD9HNThjCEa9euUatWraRPJDKdFCe6R44ciZPkAri4uDBlyhQ++eSTdA1OGK8JEyYwduxYRo4cyZgxY5J1TM6cOclJTiKeRnDsyTEcrBwS/cDKaup+VZdSlXVTaIWGhnLJ/xLmpubs+HEHVT+vSpP2TchTOE+ix5uYmFDBqwJ/P/6bO753cIp2ws0r6805/CGhb0N5HP6YEHUIdfPXZcOLDZiYmOCZK/F5crPnyY6nxpOXd19y/vl5annWIptDNj1GnTqbFm5i4/yNfNvj2yT7Fmu1WsLCdV153G3dKV006WnmTExMaNSqEff873HG5wzPg5+Twz5HusSeGVT/ojp//vYn/+z+h9KOpVHHqKmQvQJHNunuyhUpm/hj6NwFc5Ndk52Xt19yzucc1d2qxxmJn1ml5JqJiY4hICSAO/53iLwSSVRkFMUrFP/gMRYWFjT8uiFXX13lmu81CrsUxtXGNT1/BYNydnfmyd0n+L/yJ9gymDyOeSjmVow1O3Vde3LmzGngCEVqpTjRtbS05O3b+I8KQ0JCjLp/oEg/3t7ejB49mgYNGvDll19y6tSpOK9XrRr/ruX7SnuU5u6bu7wMeYmHtUeW6MZw/uh5IsIiCA/VrTP/9P5Tju87DkDFWhXxyOmBR04PLp+6jPdgb4q2KErP3j3ZwQ6c3Z3jzSObkBz2OQg8G8iI+SOwNLdk3cl1RjHIaP6o+VjZWHH60GmiLKMoXbc0vzz9hX/2/MNXXb5K8G7u+0xMTCjlXIol85awZucaJq+dnGRfV0PavnI7G+ZuoPyn5alYqyK3LsUd5f5uDtSgN0FcO3ONmxdvsnuD7kla1O0ojgcex8HZIc7ME4kp6FKQu2/ucv7FeVzMXBLsB54VlatRjgo1K7BtxTb+2PAHtTvW5q8Tf7FpwSYq1a6UZFJnZmJGYbvCrJm7hmWHljFn2xy88mTepwHJuWZeP3/NjMEzqNmoJk/uPeHvvX/jUtiF11dfk7tQbr74+otk1VXMrRgPAh9w3uc8dXLWwcLKOD73m3ZsyqRek+hatyt5S+VlQN8BzNgxg8mTJ1O8eHEaNmxo6BBFKqU40W3cuDHdunVjxYoVVK5cGYDTp0/TvXt3mjZtmu4BCuOzc+dOAPbt28e+ffFH0SfVL87Owo6idkUZPmY4Ty4+wfs370yf7C4au4jXPrHzvh7fd1xJdN8t26pWq5nQfQLqCDWX113mVqmUTeOjVqs54H0ATYyGKKLYMHdDggO1spqiZYuydvZaAnwDADjy4AglKpRgwLQB1GlaJ1nnuPrnVa79dg2Akf8byYbTGzLtl4Czh3Xz/l7450KcxULe+eOWbpWmJ3efMLX/1Div/TL5FwBKVirJpLWTklVfWc+yzBw3k5V7V9JrXC/qfW0cM5poNbr3kejwaP5a/Bdu2d1o2rFpsmffuLjtIrd26v4Gf+z4I6v+XpVhsaZVcq4ZGzsbHF0d2bp8K/6v/AF4fu45db+qS9cfuyb7S46ZiRml3Eox96e5LDqyiDHLxlDuk3Lp98sYSJXPqvBJg084tvcY9y/ep1/XfhQoUIAffviBESNGyI28LEylTWFv+8DAQDp27MjOnTuV9Yyjo6Np2rQpq1evVpbGy6qSu3ZyejHE+tBZQVLt0rhJY3bv0t3F6jayW7IG6mR2M4fO5O8//gbAytaKjWc2YprARI3aGC3au1pUhVSoTOMOsFo+ZTl/rNYlQqZmpqw/tR4bO5sMjz0jBfgG0KlWJyVx6TGuBw1bxb+78qF2iVJH0bpia2XmhaadmtJ1eNd458hqRv5vJFdO6lZtcnRzZM3RNQkOukvuNWNlY8WGMxswM0vxPZBM5dGdR/Rt2lcpD5oxiFqN4/ev/FC7BAcG0756e+W66/pjV5p2yPo3c/o07cPjO48ByFUgFwt2L0hwvw+1zZR+Uzjxp25WGAcXB9YeX5uxQevB84fP6d2kNzHRMVhaWnLr1i3y5s0bbz/5zE6YIdoluflaim9pODo6smPHDm7fvs3mzZvZvHkzt2/fZvv27Rma5E6cOJHq1atjY2ODo6Njgvs8efKEJk2aYGtri6urK3379kWtVmdYTMJwRo0cpfy8fu56ZSWorOq1z2uO7Iwd1dt+QPsEk9ykdB7aWUlsY6Jj4swdmlVN6TtFSTYcXR0TTHKTYm5hTosusUsY7Vq7i+DArH3N3LlyR0lyAXqN7ZWqmSU69O+AmbkusY0Ii2DJhCXpFqOhvL/qW458ORJMcpNi72hP7Sa1lfIa7zVZ/vPk5IGTSpILulkmUqP76O6oTHTXWpB/EL8t+i2JIzK/FVNXKHNQDxkyJMEkV2RNqX52V6hQIZo0aUKTJk0oWDDj+7up1Wq++eYbevTokeDrMTExfPnll4SGhnLs2DE2bdrE1q1bGTRoUIbHJvSvSpUqtG/fHoDQ4FA2zNtg4IjSZnKfyUqXDRdPF5q0a5Kq85iYmNBzfE+lfO7IOR7deZQeIRrEtbO6Pqjv/HfRjJRo06cNdo52AGhiNPEe+2c10wZMU37OWyQvVepWSdV5LKwsaNunrVLev3m/0k0kK/p759/4PPJRyiPmjUj1uXpN6IWFpe6RdVRkFPNHzk9reAaj0WiY+1PsfORlq5dNdV91RxdH6n9bXylvWrhJWUEsKzr/z3nO/X0OgOw5sjN8+HADRyTSU6oS3V9++YVSpUphbW2NtbU1pUuXZu3ajH10MW7cOAYMGECpUgkPytm/fz83btxg3bp1lCtXjs8//xxvb2+WLVtGcHDWvnMjEjZ58mRsbHV3L/du2suj248MG1AqnT96nvvXY+f1HDpzaJrOV7NRTXLmjx0h/P7drazm/TvShUsXpmz1sqk+l4mJCf0m9VPKV09d5faV22kJz2D2bdrH6+f/9vlWwYi5qU/mAL7u9jWOro6Arm/r5L6T0xihYWg0GhaNXaSUK9epTO6CqZ/z1cLCgk5DOinlIzuP8Or5q7SEaDDrZq8jNDgUABNTE4bOTtv7TLeR3ZR+vdFR0cwaljVXDouOimb55OVKedrUadjaZv5ZNkTypbgj1syZMxk1ahS9e/fmk08+QavVcvz4cbp3746fnx8DBqTuUUhanTx5kpIlS5I9e3ZlW/369YmMjOT8+fPUqZPwoJXIyEgiIyOV8rukOCoqiqiojF9J6V0d+qgrK0lOu7i7uzN82HBGjx6NVqNl+aTljF8xPsstDDBreOwHRIkKJShapmicpUn/691rH9pn2Kxh9GnWBwCfRz78vePvVD2+NaQdv+zgzes3AKhUKobNGpbmdqlcqzJ5i+RVvhRN7z+dZQeWpV/QehAdHc2KqSuUco36NfDM6Znmthk4ZSCju44G4NbFW1w7fY0SFUukU9T6sXzycmVmE1MzUwZMHZDmdvmyzZdsW74Nv5d+aLVapvSZwszNM9M38AwWFhLG9pXblXLTDk2xtbVNU9uYqkz5fsT3zBs1D9B1i3h27xk58mWtaer2bNjD8wfPAd2Twm+++eaDnzvymZ0wQ7RLcutKcaI7b948Fi1aRIcOHZRtzZo1o0SJEowdO9Zgie7Lly/x8PCIs83JyQkLCwtevnyZ6HGTJ09m3Lhx8bbv378fGxv9DeI5cOCA3urKSpJql6JFi+Lu7s7r16+5cvoKp9efpkqV1D3CNYRff/2V4De6L1cmJiYM6TME7d1kjg99AFoS3jcXuahUqRJnz+pGYy8au4gahWpk2pkG/kutVrN2ZuxTojp16uDy1gXt22S0zQfaBWDEwBF0794drVbLa5/X7Ju/j/r16ye6f2azeMFiIsN1X87Nzc3p27lvulwzpV1LU6hQIe7evQvAjAEzWLlyZbrErA/BwcHs2bBHKX/z9TdY+1h/8FpQJHHNDO4/WHmcff/Gfc7/ep7y5cunOWZ9mT5+utL/1NbWlg5NOqTLNVO3VF02e25WPmOn9JwSZ7n2zC44OJiNczcq5a+//pq9e/cm61j5zE6YPtslLCwsWfulONF98eIF1atXj7e9evXqvHjxIkXnGjt2bIJJ5vvOnj1LxYoVk3W+BEcba7UfvMM3YsQIBg6M7fcXHBxMrly5+OKLL/Q268KBAweoV6+ejOB8T0raRavV0qpVKwBWrl1JhW8rYG6R+dsyOiqardu3KuUGrRrgVCnpVZi0MVp4AOQn3mjo9w1cMJB21dsREx1DeHg4By4doEGrBukReoZbPXG18m3dwsqCXrN6oTL78J365LaLZyFPajSowT97/wFgzbo1fNHziyzxJSA0JJSDhw4q5bZ922JZIukVApPbNsMXD6fr513RarW8efOGHcd30LxT83SIPOP9MuoXNBoNAPZO9rQZlfQ0Ysltl2KFilFiSwmun7sOwMJlC1nx14pE989MfH18uXAxdsqxnuN7Ylok6YGuyW2bYQuGMaCl7gbXkydPOPnoJNXrxc8RMqMDyw4QGqrrztGhQwf69euXxBHymZ0YQ7RLcrulpjjRLViwIL/99lu8JVt//fVXChUqlKJz9e7dm9atW39wn+SOfPT09OT06dNxtgUEBBAVFRXvTu/7LC0tsbSM/0Fhbm6u14tY3/VlFclpl2+++YZFixfx9+G/efXsFQe2HeDL777UU4Spd3j7YdQRulHcNtls6DaqmzKSOSlatKhM40/78z5be1u+7f4tW5ZvoWyHslRrUe2D+2cWUeoojv15TCl3HtYZc8vk/W0kp10A+k3ux+nDp1FHqAl7G8apg6f4pEHmX9lxz8Y9aGJ0yZyzuzMtv2+Z7GOT0zZuOdyo+1Vd/tr2FwAb5m/gqy5fpS1oPWk2pBnPtc+5s/MO/af0T/a1ntxrZvic4XSq1YmY6Bj8Xvhx89LNJBeeyAy2r97OuxuyuQrk4tMvP032sclpmwIlClCuRjkuHrsIwJKfl2SJvyWAWu1qYeZkxj/r/2HKlCkp+gyWz+yE6bNdkltPihPdcePG0apVK44ePconn3yCSqXi2LFjHDx4kN9+S9kUI66urri6ps8SgtWqVWPixIm8ePECLy/dCjb79+/H0tKSChUqpEsdInNSqVTMmT2HmrVq8lmHz6jWrJqhQ0qW4p8Xp9z9ctzeepvxy8dnyB3FNr3b0Oz7Zuy7v4+zPmeplz/zLwZgbmFO/TH1Obb0GPlz5adRm0bpXoeFlQU/LfyJaQOnUbxVcYp8kviSsJlJ2eZlufzyMvf33E/2ghAp1XN8T47uOYqZnRnNf2yeIXWkt2hNNJdeXaJ2l9pMnDAxQ+YBdnBxoN/EfiyfsZxS7UuRq2SudK8jI1RpX4X7Ifd5/s9zfl7zc4bUMWTmENpXb4+Nuw2txrfKkDrSW4wmhjcRb+jepTvLRy7PEk90ROqk+N2gZcuWnD59mlmzZvH777+j1WopXrw4Z86coVy5jFsd5cmTJ7x584YnT54QExPDpUuXAN0dZjs7O7744guKFy9O+/btmT59Om/evGHw4MF8//33eumCIAyrdOnSPHv6jLO+Zznncw4nW6dMPShNo9Fw+fVlKn5VkWG9hmXoog42ljaU9izNmedneBr0lFwOmfsD+t6be5h6mfLTip/wsEj8aUxalatejmV/LeOvZ39x4fUFvsiWvCVQDSVaE82NwBvUal+LUUNHZdhyvWZmZiw/uJxnMc+48uoKvqG+uNm6ZUhd6eWW3y1Co0Kpnrt6hi52UatpLcp9Vo79T/dz4cUFauXN3AM8I6IjuBt2ly97fEmVMVUy7Jqxs7dj1ZFV3Iu8x7039wiOCMbeKnN/7r4IeUH2bNkp6V5Sklwjl6p3hAoVKrBu3br0juWDRo8ezZo1a5Tyu6T68OHD1K5dG1NTU3bv3k3Pnj355JNPsLa2pm3btsyYkfUnzBfJY2dnR1nTstwPuI9fmF+m/XD2eezDk5AnBGmCqJ23tl5WLivoXJC7b+5y/ul5zm49S4vOLZI+yADOHz/PI6dHuNu6k9sh9dNCJZednR1lPcty4ukJzlw9Q17nvLjncM/welPq0e1H+Gh8CI8Jp2bumhmWsLzj6OJINk02HgQ84KzPWRoVSv+76ukhOjqa7Wu2Q1XIZZ8LN5uM/ZtXqVQ4ZHOglFspLry8wNkLZymctzAOzplvRdB71+7x3Ow5MdoYKmSvgJVFxl8zpWNK8zjoMWd9zlI3f90MrS+11JFqbl6+iU0BG+rkq4ONedZeOVIkLcVfY/bs2cOff/4Zb/uff/6Z7NGKqbF69Wq0Wm28f7Vr11b2yZ07N7t27SIsLAx/f3/mzZuXYP9bYbycrJ0o71ke/3B/njx4QgpXuM5wGo0G78HeTG0zlYe/P8TVIn267iRH2Kkw1rRdw+ppq+OMTs8sDmw9wLgu49jz4x5cg/XXLh7mHtzZdIdJbSYxd2TmGzGujlAzue9kvL/z5tWBVzhY6CepMjUxpZxXOQIjArlw9wL3rt/TS70psXD0QtZOX8tvnX7D9EHKVxJMLS9TLy6vuMzP7X5myc+ZbyW5QP9Axncfz/wO83l74i225vqZF9bC1IJS7qV4HfqaS9cv8fzhc73UmxI7Vu9gVIdRbPt5G1ahGZv8i8whxYnu8OHDiYmJibddq9XKaiIiU/Aw9eDA/AP0bdKXo7uOGjqcONZ4r+Hu1bvEqGO4f/i+XrtXPLr0iBi17m935bSVREdH663upISFhrFwzEIAfG/58tbnrd7q1mq13D18F020hisnr7Bt+Ta91Z0cs0fM5sXjF0SFRfHwn4fJHrCYHrxsvLi24hpjm45lTJcxyqwGmYHfSz8ObtfNQBH5NpLXj17rrW5NjIb7f99Hq9FybM8xju09lvRBejS131QC/QKJDI7k6emnen2fyW2dm9NzTjO65WjG/fDhWZX0zf+VP78t1o0lOvnnSd4G6+99RhhOihPdu3fvUrx4/JGmRYsW5d69zPeNX3x8rl26xoFNB9DEaFg1fVWmWZoyJDiEHat3KOVajWvpdRq0PpP6KPWpI9QsGLVAb3UnZebgmco8n9a21nodtW1jZ0O1urEDGNfNXafMhmFoLx6/4Ni+2CSqUatGeu1PGBYSxo0DN0ALbwPfsmnBJr3VnZQpfacoT2yc3Z1p/r/meqvbyc2JkpVKKuX5o+dnmi8BNy/cVKZBA2jWsZle6/d/7c+DYw8AePnkpfJlJDP4ZeYvyhzU3bt3T3SlVWFcUvyO6eDgwIMHD+Jtv3fvniybJzKF+vXr06iRrk/hm9dv2Lp8axJH6Me0/tOUqaHsHOxo37+9Xuu3sLCg/YDYOg/9fgi/l356jSEhT+494czhM0q5x5geeh8c0n1Mdyytdd2cotXRzB4xW6/1J2Zy38nK1FDuOdyp30q/C1vYO9rzZdvYqfo2L9lMWGjyJmnPSBePX+TOlTtKedCMQXqPYeisoZia6bpLhL0NY/X01XqPISHTBk5Tfi5QogAVPtXvrEM58uagWr3YL45LJizJFF8C7ly5w+EdhwFwdHJk/PjxBo5I6EuKP02aNm1K//79uX//vrLt3r17DBo0iKZNm6ZrcEKk1qxZs5TR19tWbOP1c/091kzIvWv3uHTiklLu83Mfg4z0bf6/5ji7OwO6R/aT+0zWewz/9X4M2fNmp3bT2nqPwczMjK7DuyrlY/uO8eJxyhbASW+nD51WlioGXWJlCF1GdMHa1hqAmOgYZg42/PK3s4bFLptdtFxRSlXW/505GzsbvuocO8fwH7/8QXBg8iawzyi71u3C/6U/oBs4N2LeCIPEMWDqAMzMde+/EWERLJlg2H7MGo0mTl/q8ePG4+LiYsCIhD6l+JN2+vTp2NraUrRoUfLly0e+fPkoVqwYLi4uMsOByDQKFy6srHITFRnFqumrDBrP1P5TlZ/zFM4T546Hvg32Hqz8fPfqXS4ev2iwWI7uPhpnwMrwuYbr51+/Vf3YGRe0/95NNRCNRsOcEXOUculqpSlcurBBYjExMaHH2B5K+czhMzy598QgsQBsWbqFQL9AAFQmKkbMNUwyB9CufzvsHOwAXb/d6QOnGywWtVod565yrSa1cM9umBlErGysaN0zdjGofb/uI8A3wCCxABzZdYS7V3RLWxcrXozu3bsbLBahf6nqunDixAllKq9BgwZx8OBBDh06hKOjYwaEKETqjBo1Clc33ej94/uOc+3sNYPEsX/zfl49e6WUDZnMAZSsVJJi5Ysp5ffvjumTRqNRBqABVKxVkbyF8xoklneGz4n9f/Po9iNO/3X6A3tnnA1zNxASFAKAiamJwe7mvlO7SW2y582ulA31JEAdoWbDvA1K+YtvvsDJLellszOKiYkJfX7uo5Qvn7jMvWuGGauyYNQC1JG6vuUWlhb0/rm3QeJ459se3+LgopshRKvRMqX/FIPEER4azuoZq5Xy7FmzZUWzj0yqnp2qVCq++OILhgwZQu/evalZs2Z6xyVEmjk4ODBpYuzqUcsmLktwxpCMFB0dzfLJy5Vy9frVyZE3h15jSMjwOcOV0fuBfoFsXrJZ7zGsnLaSsBBdf09TM1MGzxycxBEZr2DJgpSuVlopz/lpjt77F4aFhsXpV964fWPsHQ0/+f77X9CeP3zOkV1H9B7DzGEziY7SzRZiZWPFD6N+0HsM/1WtXjXyFM6jlN9/eqMvvi98+fuPv5Vyx8EdsbCw0Hsc/zVgygDl55vn4w6S05ety7cS8Fp3N7lxk8Z88UXmXhhGpD9ZDkQYtc6dO1OmbBkAHt56yMFt+h0BvHvdbmXWBzNzMwZOHajX+hPj5OZE/W9jBzZdPKnf7guREZEc2HxAKX/d7WtsbDPHxO1DZw3FxFT31hgSFMKRnfpN6DbN26TMQGFjZ0PnoZ31Wn9i8hbOS8VaFZXyorGL9P4l4O71u8rP3//4fYaugpYSP877Ef6dwevVs1dcPXNVr/Wvnr5amYHCxdOFJu2b6LX+xJT/tDwFSxZUyjMG6bd7o1ar5daVWwCYm5sz09vw/cuF/kmiK4yaqakpc+fELgJwZLd+k5Zzx84pP3/X7zssrAx/l+WdbiO7kbtwbmoMqEGDcQ30WvfNCzeJjNBN8+OW3Y02vdvotf4PsXe0p3mn5kr59FH9dV/QarVcOnNJKfcc1zNTLU86eObg2JkGQsK4dPySXutvubAlFTtUpETFEtT7up5e6/4Qrzxe1G5cWymfPHhSb3VHqaO4eeUmoOtKMXSmYbu5/NeIeSOUeXz9X/vrtX+3Fi1tp7RlwuIJTJ48mUKFCumtbpF5JPvr8LNnz8iZM2dGxiJEhqhZsybdu3fH3MucHLX1222g+tDq2JWxw+qlFS27ttRr3UkxMzNj/h/zuel7k4svL/Iq5BUedh56qdulhAsNvBvweMtjegzX/3RiSek4uCOvX76GQlCxfsWkD0gnWq2WuuPrcmPvDTw0HtT8MnN1C7OxteHrbl9zYMcBKg+oTP5K+fVW9z3/ewRGBtKldxdy2Bu++89/9Zvcj5CQEOyq2FG6bumkD0gnKjMVDWc05M6uOxRyLRSn/31m4OblxuctPufypctUH1Qd19z6W/XwdehrPOw8aNGpBfaWhu/+Iwwj2YluyZIlmTdvHu3b63fuTyHSw6JFi3gd+prtN7fzJvwNztbOGV7no8BHBEQG8G37b8nnmC/D60utIi5FuBtwl/MvztOoUKMMr0+j0XDx5UXyFMxD9+WZc/SzSqViqPdQbvvd5sKLC7wIeYGXnVeG13vH/w6h2lD+1+N/eNp5Znh9qfFd3+/4ptc37Lqzi3M+5/g8/+cZXqc6Ws3l15fxtPPMlEku6PqZj140mksvL3HT7yaFXQrjbJPx7zNXX18l2iyanoN74mRluIF5H9JnYh/CosLYdWcXF15doEauGhleZ1RMFEGRQXyR/wtJcj9yyb6NMmnSJHr16kXLli3x9/fPyJiEyBDutu6U8tCtw67RZmzfws3LNvP3+b9xsXHJ1Eku6B53VvCsgH+wP6N6juLEnycyrK7bl2+zds1aQiJCqJhdf3dKU6uQcyHsLe05cPIAO9bsSPqAVNJqtayft57TN0+TPVv2TJvkvmNhakFpj9K8Dn3N06CnGVrX5iWbmTF2BhFREVniminpXhJrM2t2Hd7F/s37M6ye6KhoVs1axeX7l8nvmD/TJrnv2JjbUNytOI8DH+MXlrEL1Rzfd5wD+w+Q1zEvRd2KZmhdIvNL9h3dnj170rBhQ7p06UKJEiVYunSpLBAhspzSHqW59+Yep8+cxsHcgeLl4y9nnVa71+9mrfdaTMxMaNG9BRh2lp9k8b/hz7bvtxETFcO9c/eoWq9quncniI6OZtqAafj6+OJRyIP6y+tD5hh/ligTExOebH/CvtX70KLFycWJmo3TvzvB+rnr+W3Rb5hamNJpeCfIm+5VpLuCzgW5++YuRy4fIfBAIL0npP+FHhYSxvq569HEaLi49yJf7PoCMv7GepqYqky5ufImJ/84iamZKV55vDJkQYsl45fw5+Y/MV9rTt6f80IW6FlY1LUo9wPus+/YPsLPhvP9T9+nex0hwSEsHLeQtwFvuf3FbZrubAqm6V6NyEJSNGQ1X758HDp0iPnz59OyZUuKFSsWb9TrhQsX0jVAIdKTSbQJ26ds5/dNv5Mjfw7m7ZinrOCTHtQRalZOXQmAJlqDi3PWWH0nf/H8aDW6UduhwaGsnbWWjoM6pmsdi8YswtfHFwBNqAZHF8d0PX9Gcc7mrIxoXzBmATUa1UjXLwHBb4LZsmQLADHqGDw89NNPOj1cX3mdo9uPgla33GzD1g3T9fzTBsQum21qYoqLR+b/e1KpVDjaOgK6leRmDJrBmn/WpGsdzx8+58/NfwIQFRZF9pzZkzgiczAzMePc7HNcPnwZgHI1ysWZySM9/LrgV94GvAXAzcktU0yzJgwrxe/Wjx8/ZuvWrTg7O9OsWbN4/4TIzKytrXn1WLd4w/MHz9mzcU+6nn/uT3OJUkcBYGFlEWcKr8zMzt6OZp1i/363r9yuzHGbHvxf+fPXtr+U8pftvlRG72d2TTo2UWINDw1n+aTlSRyRMlP6T1Gm6crmlI0qn1VJ1/NnJG2EFnTfAVg5ZSXR0dHpdu4HNx5w4Z/YGye9x/fOdIMWE/PND98oMw0E+AawfdX2dD3/pD6x84N75vY02Kp5qREdEnuNzB4+O13P/ezBM3at3wWAlZUV06cZbqU6kXmk6F1j2bJllCpVCicnJ65du8aECRMYM2ZMnH9CZGYqlYo5c2KXVt0wbwNBb4LS5dwvn77k6J6jSrnzsM6ZZp7P5Og4qCO22WwB3XKm0wZMS7dzT+k7Rbkr6uTmRIvOLdLt3BnNxtaGb7t/q5T3bNhD8JvgdDn3rYu3uHYmdsW+/pP7KwlSVtBvUj/MLXSrTEVGRLJozKJ0O/f7Cy/kKpCLGg0zfgBTenH1dKXuV3WV8rpZ61BHqNPl3Mf+PMbTe7H9oofPNuxKiyk1Ys4I5QtLcEAwG+dvTLdzL5+8XJmDetiwYeTOnTvdzi2yrmQnug0aNGDYsGHMnz+fbdu24ebmlpFxCZFhKlWqRKdOnQAIexvG+jnr0+W8U/pOUe5uuWV3o1GbjJ/BID2ZmJjQ6+deSvnCPxd4cONBms975dQVbl++rZQHext+BbSUatO7DfZOupHbGo2Gyf3SZwncaQNjv0zkL5afSrUrpct59cXCyoLv+n2nlP/a9hd+L9M+0Ojg9oO8ePJCKRt62ezU6Dm+pzJvdpQ6ijk/zUniiKRpNBoWjFyglMvXKE/+4vqb4i092Dvb06BN7Lzdvy3+TVlUJy3OHTmnPAHIkTMHQ4dmrvmEheEkO9GNiYnhypUrdOjQISPjEUIvJk2ahK2d7u7ln5v/5OGth2k639nDZ3lwMzYpHDora77J1qhfg1wFcinl9Fif3nuIt/JzkbJFMmRgjj70n9Jf+fn62evcungrTefbvX43fi/+TQpVWTOZA2jRpQVObroR/1qtlin90nbNaDQalkxYopSr1K0S55rMKszMzOgyrItS/mfPP7x8+jJN51zjvYbQt6EAmJiaMGTWkDSdz1C6/dQNa1trQNeP+f33iNSIUkexfEpsl6IZ02dgY5PJR7oKvUl2onvgwAFZMEIYDS8vL0aNHAWAVqNl2aRlyqP1lNJqtcweMVspl6pciiJliqRHmAbxfsL18slLDm5P/bLJW5dvJcBXt868SqVi+JysmcwBVKxVkQLFCyjl9+/GplRUVBSrpq9SyrW+rIVnrsw9pdiHvH+X/s7lO1w6cSnV51r689I4y2YPmj4oreEZTMM2DXHL/u/TTy1M7pv6JwEhwSHsWB07xd1Xnb9SuhplNSYmJnQfHTuH9umDp3l6P/XT1O3ZsAefhz4AVK9enVatWqU5RmE8skbPfiEyQP/+/clfQPfY79qZa5zcn7plOzcu2MjbQN0oXxMTE4bNHpZuMRpCrgK5qPp5VaW8ZMISZbBUSqgj1KyfG9st5POWn2eJUfMfMnzecPi3C63fCz92rduVqvMsGL1A6bNpbmFOn0l90itEgyhVuRRFysZ+uZs5dGaqzhPoH8i+TfuUcquerbCysUpzfIb0/tOdhzcfcubwmVSdZ1r/2BkobO1taT8gay/eVKdZHbzyxM4VN7lP6r4EBPoHsnGBrp+vSqVi7ty5Waqfu8h4kuiKj5alpSUzvWM/kFdMW4E6MmUDRqLUUXEmhf+y3ZfYO2f9VXgGThuoTLvm4OWQqhkY9m7aS7RaN8La0tqSHmN7pGuMhuCRw4NajWsp5Z3rdqb4S0BYSBgnD8R+qeowsINRTIE0fM5wVCa6BCPQL5Cty7am+ByhwaHYuuruUjo4O9CqR9a/M1ekTBFKVYntrrN56eYUPz3yf+XPtbOxgxb7TuybZWag+JD3n/A8e/CMY3uPpfgc6kg1eUrlAeB///sfFSpUSLf4hHHIOkPChcgATZs25bO6n3Ho4CGsHawJ9AvEPYd7so8PDgjGysUKXkH2vNnpMrxL0gdlAVY2VvQY0wN/U3+0hbREmUel+BxvI95iam5KTFQMPUb3yFIzUHxIn4l9uH7uOn4v/LBwtCAkKEQZqJYcAb4B2LjZEB4STqHSheJM65aVuXi48HmLzzmw5QAAr168SvE5YpxjaLygMVGnoyhdvHR6h2gww2YNo3uj7oQEhqCyU6GOVGNpZZns4/1f+2PjakPwi2DKf1qeavWqZWC0+pOvaD4q1KzA+aPnQQVPH6W8+4LKQcXAuQNxeOZAzarpv5iLyPqM45NHiFRSqVTMnTOXv479hUkZkxQ/JlXbqPl07KeYXDehcpnKRnGX5Z16X9cjWhPNzts7OedzjnoF6qXoeOe6znxd4mscHjvw2VefZVCU+mdhYcEQ7yFceXCFmCIxqC1T9hRA7aim7uS6qC6qqFuvbtIHZCE9xvbA96UveVrnoXChlM3tGq2J5uKLizhaO9Kwa/ouPGFo9s72DJ4+mHuB99Dm1xJpEoklyU90YzxjqO9dH9U5FU2/Ma4VSYfMHMLEvhMp0KkAhQoWStGxMZoY/ML9qJO3DpUqZK0ZS4T+GM+nshCpVKJECfr90I9SHqXweeuT7MeKGo2Gcz7nsLe0p1WrVnEGKhkLMxMzyniWwS/MjydBT5J93D3/ewRGBFK7TG0at2ucgREaRrHyxWjZoiXW5tac9zmf7OOiNdFcenkJD3sPvvvfd3jmzLoD0BJiZmbG+OXjqVqmKk+Dn/IqJPl3dW/63iQsOoxK2Y0zYSn/aXmaN2yOqcqUCz7JX0E0IjqCa77XyOOSh3bd2qXo6UFWYGNnw8SVEylTsAz33twjOCL5c1T7vPUhZ7aclHQvmYERiqxOEl0h/lXWqyzO1s74hvkmue+Dmw8Y0mEIT+8+pWKOikZ1J/e/8jvlx05rx+Qek+neoPsH99VqtUzpP4VNKzfhaulKDvsceopS/8xMzKjgVYE7V+8wsM1AfB75fHD/i8cu8uP3P+L7zJeK2dN32dPMpphLMews7Dj/IukvAWq1mnbV2rFy3Epy2OTA1cZVDxEahoWZBaXcS3HxxEUGth5IoH/gB/f/e+ffjO8/nlC/UMp7lddLjIZSyqMU5qbmnPFJerBeZEQkIzqM4MxfZyjvVR5rc2s9RCiyKuP9dBYihRytHCnvVZ7zp84z58c5iQ4y0mg0jP1+LHfP3eXPoX/y8nLa5sbM7DQaDWs7reX5hef4PPJh59qdie67Yd4GTuw7wZkVZzg69Wii+xmLZ6efcWDEAe5dvMeYromvDBkRFsHU/lO5dfwWewbs4c2DN3qMUv9MTEyo4FWBx3cf07V+V07/dTrRfReMWkBwQDD3D91n7Q9r9RilYdzbf4/D4w9z79KHr5kA3wDmjZzHtb+usbPvTsJ8029J7szIwtSCMu5luH7+Op0/68y9a/cS3XfH6h1cP3OdNT+tYZX3qkT3EwIk0RUijo1zNrKo1yIObjvIkZ1HEtxn5dSVBPoFAmBta03JSsb92MzExCTO4Jc1M9agVsfvlxoWEsaWpVuU8if1PtFLfIZUvkZ5ZfWrV89esXnJ5gT3mz18tjJzhZOrE/mK5tNbjIZy7c9r7B24l9ePXzPnp4S/OPq+8OXvP/5Wyk07GFf/04RUr1cdE1PdR+/Dmw85sivh95kp/aYQFakbBJojb44UDZLNqs5tOsfBUQfx8/FLdOER/1f+bF6s+zszNTWlY4eO+gxRZEGS6Arxnnp1YwdcrZ6xmvDQ8DivBwcGx5k7tUn7JphbmOstPkPpNaEXFpa6hE4dqWb+yPnx9pkxaIayzrxNNhvqf1tfrzEagpWNFZ81jx1ot3H+xnjLmT5/9JwT+08o5e/6fmfUXV3eqVavmpLQhQSFxJlT+Z3JvScrfeJdPF1o0r6JXmM0BCc3Jyp8GjsF1sKxC+N9Cbh29ho3L9xUyp2HdtZbfIZUq3EtZZ7q189f8+fmP+Pts2bGGiIjIgHo2bMnxYsX12eIIgsy/ndbIVKgXr16NGmq+7AN8A2Ic4cSYGr/qcqk7dkcs9Gmdxu9x2gIFhYWdBrSSSkf2XmEV89jBxo9vPWQc0fOKeWe43p+FMkcQLeR3ZTZOqKjopk9fHac16f0ib0z5ZnLk89bfK7P8AzG3tE+TuK6bfm2OPMxnz96nnvXYx9PD52ZNZfNTo1B3oMwNTMFIDwknJVTVsZ5fcbgGcrPhUoVomz1svoMz2C88njxSf3YJ0HLJy0nOjpaKd+6eIu/d/4NgJOzE2PHjtVvgCJL+jg+iYRIgZneMzE3192l/X3V77x8puuDe+fKHa6euqrs13eScUzanlyN2zXGxVO3splWq2VK39gE7v3HjDnz56Rmo49nPkszMzO+/+l7pXxi/wmeP3qu+/nPEzy++1h5bejsjyeZA/jf0P9hk80GgJjoGKYPnK68Nmv4LOXn4hWLU6x8Mb3HZyg2tjZ83e1rpbxr/S6CA3SzDexYvYM3r3R9uFUqFSPmjTBIjIYyYMoAZbGayPBIFo9bDOjGCiydtFTZ7+cJP+Ps7GyQGEXW8vF8SguRTAULFmTAgAGAbuWzlVNXcfUqjO8xTdknX9F8VPmsiqFCNJj377rdv36fLWvOs2jaYV48fqFs/9g+mAHqtayHZ67YqcLGfj+Zw39rmP3jPGVb2U/KUrBEQUOEZzAmJib0HNdTKZ8/ep79Ox8yZeivBL/RJXYqE1WcFbI+Fm16tyGbYzYANDEaRnedysFDatZ4/6Ls81nzz3D1NN5ZKBJiYWVBu/7tlPKBrQc4fsSfxdP/5t5V3ROAEiVK0K1bN0OFKLIYSXSFSMBPP/2Eu4du8MepAyf56fvlBPu/Vl6v3/njS+ZAN39siYollPIvU2exd/VipVywXBVyFchliNAM7v27ta+ePmHWoClEhIYCoDIxYeisj+tu7js1G9UkZ/6cSnn+j5M58cevSrls7YY4ujgaIDLDMjExof/k/kr5wfWrzBk8kego3QA0MwsLek3oZaDoDKtFlxY4ujoCoNVomdpvEvvWrlFe//rrOUaz0qLIeJLoCpEAe3t7vm45OXZD4HtTatl9yuIVnpw4qf+4MoPP2g9DeevQBIPm3YA9U+6FDPho2+V1cEGwKRu7IfSU8qPWoRlXrtvpP6hMokGX974YRr0E/u13aWLFxafdPtprJsqqEli+NwNH2EXlx2jHzpw5+/Emcw06DYwtRNyF6IB/C80YP74u27YZJCyRBUmiK0QCYmJgx45OwLtJ2v9dLU1lDp79AFi+DGISnmrXaMVoYMOvjuDQQLdBpYp90aUVmNh8tO2ybBngOZR4b6smtuDa8aNsF9D9ztt35wLbBLr6uHUHE5OPsm2Ua8YrgadDZm7g1OijbBfQ/c4HTpQFy/eWkVaZA5aANwD9++vep4VIysf7dVGID/jnH3j+3ASYA3wKZqYQHQMWpnBPN4jED/iqRMLHO+d3psG0BnG2bWq1SZmx4UNKtixJ6TallfLDIw85OS/2lpcKFSqVCq1Wi5a4yxU3X9ocG2cbpXxk8hGen3+eZJ1W9la0WNkizrZtnbcRERwRf+f3q3x/uWT/DeC/IdF2MTEzoUjDIpTvELvC099T/sbnQtLLLptbm1O9b3VyVtQ9Ao8Kj2JHrx1Evo1U9kmsXSyzWdJsQTPMrXUDDJ+de8bxOceJjojmQ1QqFdnLZ6f28NrKtgu/XOD23ttoohP4/5jYr6AJhbvN8bubcLukqO3/I0eFHNQaUUsph70J4/duv8f/XRJom2p9qpGvVuzdxCsbr3Bt67Uk6zQxNaH1r63jbNs3dN+HF8H4b9uYqiBGC69mw6vZiV4zVvZWtFzRMs62rV22Jrtt3v9/F/YmjO0/bI+zT2LXTLXe1chfK79SvrzpcrLbps2muDOx7B22N/G2SeyaifaF200/2C4f3TXjUB8CFwC50Wrh6VPd+3Tt2klWLz5ykugKkYAXytiqGkBfiJ6rK0b9J8FJ5INKpVZRwjXuJ1SCyVEC7FX2cY4NNQ+NU48WbaKJYWGnwji4OijlE1EnEv8wfT82tSZevFvUW5J1bIISOE4TpcEmxobibrHzXh4NO4pWk3QlUWFReFl5KcdGhEYQGRwZZ5/E2iUyOJIiLkWwstVNARZjFUN0+IeTXNDNLGESZhIn3lsxt9D89xpIiYTaJQ1tbx5lHufYIG1Qgscl1Dbu5u5xjn2kepS8ayU6frx/qv9M2bUSk2CQ8etSa+K0P8Bm9eZkt837xwYRv20Su2bcLdzjHPtQ9TDZbfPfePep96X+70gXZPx6PsZrJigYyB1nU+z7tBCJk0RXiAR4eb1fGgQsA8JBo0Y3o7nukb1KFffp/TtODk6U8igVZ5uZuVmy7ujmcssV51g/d79kT2NWzK0YLh4uStnd2Z0nJk+SPM7GxiZevDY2NkRHxk0Itdp3N3ET+z10cSbULqbmpuT2yB2nHi8PL57ffp7kB56VjRWFPAopx4aFhOHg7MDbwLdJ/Wpkc8xGCfcS2Njp7nRHeERgY2cTb2GHeFS6+N6P95zHOa5YXFEWxngntl20JPzL6K6ZhNoluW2fEHdn9zjH+uOf7Gslv3v+OMdecbuSrGNNTE3ixevk4ETA84AE99e1TWLtAh+6Zoy5bZL+W5JrJu43/P/F2y/u+7QQCVNpk3pm+JEJDg7GwcGBoKAg7O3tM7y+qKgo9uzZQ6NGjZS5W0Xa2+Xt27dMmDCBS5cucfHiRfz8/BgzZky8CcZVCWWp/zIzK0JMzK1/P4zGAf8ea1sOco7D1QWWLQdTPfd018Zo0d7VoiqkQmWaePwJCQsJ49dFv/Lw5kMe3HxAcEAwrXu1pm2ftvH2jY6KZte6XRzcdpAXT15gbmFOzgK5ePSqKJEvfk+4Aq+huOarkeXaBZLfNlqtll1rd7Fn4x5ePXtFNsdsVP6sCqfutyPoQlfQ/JtAq6xB++9APXNPXCstNUi7QOrb5vKpy/z9x9/cungLv5d+2GazpWDJgrTu2ZqCJeNOlXb/+n1Wz1jN7cu3MTU1pVTVUnQe2hm3HJ60+XwVET7vug2oiJPA5J6Ga86iWe6aSU7bxMTEsPOXnVw8fpEnd5/wNugt7tndqVK3Cl91aUmfviYEnPkO+PeLk8oStP8+qbAqjGv5GUZ9zSh1abWMaD+CG+du0KhtI74f2Z12jfcQ+uDdjC4VgDO8/6UoZ054+BBMTdP2e6aUfGYnzBDtktx8TQajCaPk7+/P0qVLiYyMpHnz5onud/LkyXj/Zs+eDUCTJl8B7+6mDAH+nSIp9CKEnKPr94b5AEqLt4Fv2f/bfqLUUVT9vGqi+8XExDCp9yR+Xfgrn375KWOWjmHg9IGU+6QsUb6xSyCTrRbYxC5nyqsFdO6iyXLtAslvm5VTV7Jiygqq1K3CqMWjaPl9S/7ZfRT17Z6xSS5mkOu9WTuiXlKl2MEs1y57N+7l9fPXNOnQhDFLxvD9j98T5B/EkNZDuHzqsrLfswfP+LHDj0RFRTF01lD6TOyDzyMfhn83nFdPfYh8uSP2pE4twbJAbNlnWpb8W0pO26gj1GycvxH37O50HdGVMUvG8MU3X/Dnb38yot0wnCK9UZJcE2vwHBlbQcQdPq9xxSjb5b92r9/Ny8cvlXJY8FtiXq97b495vJ/kAsyerf8kV2RN0nVBGKU8efIQEBCASqXCz8+P5cuXJ7hf1arxE5olS5agUqmYNq0L7dpBv37w7JkNMAPQDahwil5OpQplgKz1jd49hzsbzmxApVIRHBDM/s37E9xv17pdXPjnAlM2TKFo2aLK9hN/nkDzbklOlTl49AFtNNz/966UJpS7J9ZQ45P4jxkzu+S0jf8rf3au3Umjto3oNLgTAOU+KYe5hTmLxi6K3dGlNVjlB9tqEKobSHhw4xK+H1QnS62m131093hz3Jb/tDw/1P+BLUu2UKZqGQDWz12PuYU5oxePVrqIFCxRkO4NujP6f6PRanSP51Vmdmhd2ukGFj36dzW5aD/e3N8F1Rrr7fdKD8lpGwsrC5b9tQx7p9i7TaWqlMLNy42p/acCT2MPdu8O2cpAQFGIuAXAn6u8adt5DVlJcq+Zd149e8XamWvpP7U/k/vovhxuWrCJiJAQAKxtviM8rJqyf86cuiS3RdyxeEIkKuu84wqRAiqV6oPdEhLz9u1bNm/eTK1atShYsCAtWsCjR3D4MKxf/y0lS+nWYQ945cPu9bvTOeqMl9x22fnLTkpULBEnyfV76ceh3w8p5c5DOzBxsgWDhtlQ86uvlO07Vu8gJDgkfQPXg+S0ze1Lt9HEaKhQq0Kc7Yd2xLaLg7MDExd/y6DBMGZx7HKmEWERLJ2wlKwkoYUcrG2tyVUgF34v/ADd0r5n/z5L9S+qK0ku6L44FChegNc+sQutDJ3Zh4mTTRj0owdlPo0d+b96+mrUanXG/SIZIDltY2pqGifJfadw6cJxytnzZGfivDoMGgzD545AZaK7DgN8A9i6bGv6B5+BktMu71swegFlPilDtXq6ZDYkKITdG3TvrTY2Nty8MYXDh2HDBt378MOHkuSKlJFEV4j3bNq0idDQULp27apsMzXVTWHTtq2KNavnKsnQxgUbCfQPNEygGcj3hS+vn78mT+E8/DLzF9p/0p7mJZrTvX53ZRS2s4czzf/XjFKloFZNGDixHXYOugURNDEapvWf9qEqsqyof1eter8P2s0LN7l98bZSHjB1gNIuFSpZ0bpn7LRKe3/dm+WvmdC3oTy48YBchXQr4L148gJ1hJq8RfLG2/fpg9g7lnkK5eGTL6opbTNqQR/MLXXtqI5Us3D0Qr3En5H+2zaJ2bx0c5zy8HnDlXapXtOJei3rKa+tn7sedUTW+hLwX4m1y/7N+7l79S4/jPxB2Xbj/A1l0O6IESPIkycntWtDmza692HpriBSShJdId6zYsUKHB0dadmyZYKvly9fns6dOwMQHhLOutnrEtwvK/N/5Q/Aod8PcfrQaX4Y9QPf9f0OdWTsh+0Q7yFxjjExMaHPz32U8qUTl7h3/Z5+Ataj3AV10xvdvHhT2TZt4HtJvUr3mPZ93/b4FgcX3ZRvWo2WKf2mZHygGWjx+MVEhEfw7Q/fAigzX7z7ovPOga0HCHsbppSHzxse53ULCws6DuqolA/vOIzfy/h3/LKS/7ZNQnxf+LLv131KuWKtiuQtnDfOPt3HdMfS2hLQDQqdNXxWhsSrLwm1i/8rf1ZNW0XHwR3jzBTz7hrInSc3gwYN0nuswvhIoivEv65fv87p06f57rvvsLKySnS/iRMnYpfNjuJVilPjmxp6jFA/3s1rq45UM2bJGGo0qMEfv/yhvG5mbkaJivFnsa9Wrxp5CuUBFeT/ND858+XUW8z6kq9oPkpULMH2Fds5tu8YW5Ztwf+lv/J6YqONB06NXc70zpU7vHr2KsNjzQjr5qzjyM4jdBneJd4I+ve7fWg0GvZs3KOUK9aqSI68OeKdr2mHpjh7OAO6kfd/rPkj3j5ZxYfa5p23gW+Z0H0CFlYWmJibYGpmyuCZg+PtZ2ZmRtcfY58qHd93nOePkl74JTNKrF0WjllI3iJ5qf9t/Tj7Zy+UHTMzM2ZMn4G1tbW+wxVGSBJdIf61YsUKgDjdFhLi4eHBlctXWLN1DVbZrYjRGNc6lNkcswGQM39O3HO4o9FoKFyj8Lupg4mOik708fvIxSOZuG0ilftW5kHoAz1FrF/D5gyjWPliTOs/jV+8f1G2Z3PIhounS4LHlKtRjnrf1ENloqJQ3UJY2FjoK9x0s3H+Rn5b9Bvt+rejcbvYgWPvrpf35zTWarUUqlsIU3Pdc+b+U/onet6fFvyEmbkZ9jntyV4ue8YEn8ESa5v3hQSFMLrzaPxe+VF3Ql1G7BzBpF8mYWNrk+D+9b+pj3sOdwDcC7tjZZ34l+/MKrF2Ob7vOBeOXaDTkE6Evg0lJDhE6ddfomwJTp05RbNmzQwVtjAyMuuCEIBarWbt2rVUqFCBsmXLJrl/vnz58Izy5O6bu/i89SGXw4f75GUlXrm9lMemAGHRYRRqX4jq31Xn5OKTnDl0JtGZAzxyeOCRw4OARwFc971Ofqf8WJllvQ/oD3F0cWTM0jEE+gdy6OohwmzCsLllw69zfk3wTvc7nYd25tOvP+Wm6U2eRT3DCSc9Rp02G+dvZOP8jbTp3YZvu8d9LO+V2wsLKwse3XmkbAtWB+NUw4nc/+Qm5GVIggOy3ilUshCT1k7isc1jwmLCiNZEY2aSdT6aPtQ274QEhTDqf6N49fwVTX5ugkVOC8rlLIdF3g9/4flx3o888HnAa4/XBJgF4ELCX6Qyow+1y+O7j4mJjmFIqyHxjjuw+QAHNh9g+/btH5waUojkkju6QgB//PEHfn5+dOnSJdnHWJtbU96rPBExEYSEhxCljsrACPXH1MyUKp9V4dmDZ7x69ooLLy5gamJK9WLV8X3hi2duzw8mLgAVs1dEq9Vy+eVlpc+vsYm2jibSNZIyecpgjjmR4ZE0/i7xKbJss9lStkxZctnn4pbfLd4EvSEmJvM/Ddi0cBMb52/k2x7f0qZ3m3ivm5qZUrlOZU4eOElYSBhhIWGc8TlDdGA0T68+peaXNZOso2jZolTOVZmI6Aiu+V4jLCQsyWMyg6TaBmKT3BdPXtBjZg+0nlrKuJfBwizpu/r5i+fn888/x8PWg8uvL6OOyRqD0pJql7pf1WXimonKv1GLR/HDXN2AtObNm3P48GFq1DC+bmHCMLLO12YhUmjv3r2Ehoby9q3ukeqNGzfYsmULAI0aNcLGJvaR4YoVK7C2tqZt2/grhH1IAacCBF4OZMqkKdT7ql6cEfaZ1fmj54kIiyA8VLdq19P7Tzm+7zig60tpaW3Jd/2+4/zR84zqMop8X+WjaPaizFo0i0e3HjF01tAk67CxsCFbQDbm9p5LyKsQVh9ZjZNb5r+DmZy2+fO3P4mOjsbH0oew4DAO3z/Mwa0HaT+gPQVKFPjQ6QEo51mO43uO8/u632nXux0NWzfM0N8pLbav3M6GuRso/2l5KtaqyK1Lt+K8/m76ubZ92jLo60GM+t8oHt99jFsZN2Jex2DvZE/z/zVPVl1O1k64qF1YPnw50S+jmbN9DpZWlkkfaCDJaZvIiEjGdB3Dg5sPsLW3ZWaPmZRuVpryLctz6+ktHJwd8Mqd9Dq2lbJXYs+9PVx9dZVSrqWwsMi8XV+S0y4eOT3wyOkB6FbU+7nnzzTo1ACAHDlyULt2bX2HLYyYJLrCaPXo0YPHjx8r5c2bN7N5s25an4cPH5I3b14Anj59yv79+2nXrh0ODg4pquPZ02dM6j2JmJgYtizdQt2v6uLm5ZZuv0NGWDR2UZy5TY/vO64kc8v+WoZHTg+8cnuRzSkbvj6++C3y4zznyVc0HyMXjqRSnUrJqmfzqM28faH7kjG572Smbcz8U44lp20e33nMrnW7UJmosLCyoEDxAoyYP4KqdRNfTe19Prd9OD5bd87F4xdT/tPyeOTwSP9fJh2cPXwWgAv/XODCPxfivf7HLd3gsZz5czLxl4kMbTuUaHU0z08/J0e+HExeNxkH5+T/TR2ec5gnZ54AMHPITEbMG5EOv0XGSE7bBPoFcvfqXUB3Zxfg4uaLXNx8EYDPmn/2wf7L79hb2ZPdJDuL+i4i4E4Aa0+sjTNncWaS3GsGdH25l05cSnhoONsXbI+3rxDpQRJdYbQePXqUrP1y5cqV6kfIefPmpVevXsydOxd1hJo13msYPCP+KOrMZPmhhFeJe9+JP0/w8sm/S3KqYN3Jddg7fri7wn/1ndiX0Z1HA3Dr4i2unb1GyUolUxyvPiWnbf7Z8w+gm52iSp0qDPZO2f/vQqUK4ZXHixePX+imG+s7hVlbM+f0UZPWTkr2vtfOXiNarVs1z8TEhOm/TsfO3i6Jo+Jq3qk5189cB+DkgZM8f6hLmDOj5LSNR04Ptl3bRpuKbYiMiASgRsMayXoq8l9req3B94UvANMHTmfM0jEpPoc+pOSaObb3GDcv6KbqK1S4ENeuXsvUd6tF1iR9dIVIo7Fjx+Lsopsi6eiuo8obd1al0WiYN2qeUi5bvWyKk9x3x72/AtSMQTPSJT5D+nXRrwS9CQJAZaKKMwVUSvSf3F/5+f71+5w/ej49wjMYtVrN2llrlXKdZnVSnOQCVPmsCp65PJXy5L6T0yU+Q1o0dpGS5JpbmMf5f58SHYfEzjl8/uh5Ht56mB7hGUxkeCQrp61UyrNnzZYkV2QISXSFSCMnJycmjJ+glJdOWopGozFgRGmzdtZaQoNDATAxNUnV3ad3hs8drsyv+ub1G35f9Xt6hGgQEWER/LrwV6XcsHXDBJc7TY5i5YvFmaEhqy8IMO/HecpgTAsrC3pN6JXqcw2bM0z5+cndJ5z480Sa4zMU/1f+/LX1L6X8Xb/vsLBKXTJXs1FNcuaPnZs6qy88sn3ldmUO6vr169OoUSMDRySMlSS6QqSDbt26UaKELnG5f+0+h38/bOCIUickOITtK2P7yjX/X/NU3Zl7x9XTlbpf1VXKa2etRa3OGiPH/2vm0JlER+kezVvZWtFtZLc0nW/YnGHKNG3Bb4LZtGBTmmM0hJdPX3Jk9xGl3HlYZ8zMUt8rrkDxApT7pJxSnjdqXpb94jil7xRl2WwnNydadGmRpvO932f5xeMXHPr9UJrOZyi+L3zZskw3MNjMzIxZs7L2Fz2RuUmiK0Q6MDMzY86cOUp5zcw1WWaKpPdNHzhdWWfeNpstHQZ2SPM5e47vqdzFilJHMe/HeUkckfk8vf+UU3+dUsrdR3VPdC7h5HJ0caRBmwZK+ddFvxIRFpGmcxrClL5TQJfL4ZbdjUZt0n5nbsisIZiY6to3NDg0TreIrOLqmavcvnxbKQ+anvblbHMVyEWVulWU8pIJS7Lkl4DVM1ajjtB94e3duzfFihUzcETCmEmiK0Q6qVu3Ls2/ag5AoF8gm5dsNmxAKfTgxgMuHruolHv93CvNyRzovgR0GR47P/GR3Ud4+fRlms+rT1P6xj4m9srtxWfNP0uX83b7qRvWtrplTmOiY/Ae4p0u59WXs3+f5cHN2BXw0tLN5X129nZxpiXbvnK7snJWVvF+n/QiZYpQumrpdDnvoOmDMDPX3TEPDw1n+aSkB1BmJjfO3+Cf3boBnS6uLowePdrAEQljJ4muEOnIe4a3MqBi94bdhL4NNXBEyTelf2wyl6tgLmrUT78J2xu2bohb9n+nXdPC0p+Xptu5M9qxvcd4ev+pUh4+d3i6ndvExIQfRv2glE8fOp2lFthYOGah8nPJyiUpUqZIup27w8AO2NrbAqCJ0bBg9IJ0O3dGO3v4LAG+AQCoVKp0vWasbKzirDS2Z8Megt8Ep9v5M9q7LgsAE3+eiJNT5p9fW2RtkugKkY7y58/PwIED+bT+p/Rb2Q9rO2tDh5Qspw+djp1ODN3So+lt6KyhmJiakP/z/Hw7IeGlUjOjxRMWKz+X/7Q8+YrmS9fzf9b8M7zy/LtogJY4faQzs2tnrilJuamZKcNnp18yB7ovAX0m9FHK546eyzJ3dUt8UoLqfapjYW3B5y0+x8UjfZfubd2rtbI6oUajyVKDGVuNbkWLH1pQuXJlunZN3awlQqSEJLpCpLOff/6Z3Tt2U6xwMV6FvDJ0OMlSqkYpSnxVApWpiqqfV82QuUuLlCnCbxd/o/HAxtzwv5FlljNtNakVdh52mJqZptuj+f+auGYitg62FG1SlEptk7cgh6HlLJWTqr2rYutsS/8p/bF3TvkUdEmpXr869VvVx7WAK/VG1cu0iyT81/kX58lfOz+/nP6FHuN6ZEgdA6YOAMC9pDvfjPomQ+pIb2FRYZhZmzFt0jROnDiBqampoUMSHwFZMEKIdGZqako202xUyF6Bfff24RrjirmpuaHD+qCrr69Stl1Z+g3qh6ONY4bVY2FhQcXsFdl3bx/XXl+jvFf5DKsrPQRHBhPqGsqgjYPIb54/wxItV09XVh5ayUnfk9wLvUexmGJYmGbuOUUvvbpE4bqF6dWhF/bZ0j/Jfafr8K60iGrB4ceHue1/m2JumXvgkm+YL8+Cn1HaozQ2FhmXmFeoWYE1/6zhVOAp7obdpbCmMGYmmfsj/VnwM4q7FSefUz5MVHKfTehHlrnSJk6cSPXq1bGxscHR0THBfVQqVbx/ixcvTnBfITJaEZci5HPMx0Pfh8oyoJlRQHgADwIfUNilMJ6unljZWGVofY5WjhRwKsDdN3f5fcPvhIVm3tkpzvmcw9zUnFLupXByy9i+hNa21lT0qohao+bM/TNxBnllJkFvgjh/+Tw+b30o6VYSB3sHZa7kjGBpbYmXvRfZs2Xnmu81Lp6+qEzZldns2biHU49OYWthSzHXjE/IndycqJSjEmHqMG76Zt6Fal4/f82d+3ewtbClvFd5SXKFXmWZq02tVvPNN9/Qo8eHHwOtWrWKFy9eKP86duz4wf2FyCjmpua8OP2Cia0nMqbrGN4GvjV0SPFcOXWFcz7nsDK1opR7Kb3Va/valt9/+J2V41cyc/BMvdWbXM8fPufK7Su8DHlJGfcyWJjp5+5qNotshJwMYU67OYzvPp7gwMw3yGjxhMWMbzOeq2uukt0su97qzRGVg4M/H2RMxzHsWLNDb/Um1+lDp1k8bjErWq0g6EhQusxYkhyuNq7kcsjFLb9bnD95PlPOU7104lKGfzWcU2tPkc0km6HDER+ZLJPojhs3jgEDBlCq1Ic/jB0dHfH09FT+WVtnjcFAwjidOniKgJcBhASFsHH+RkOHE8f1c9cZ2WkkS9ssxfy+uV4fe75+9ppQP92MFGcOn+HJvSd6qzs5xn4/lpHNR3J+4XlyZ8ut17of/vOQyOBI3rx6w/SB0/Vad1KO7j7K8b3H0Wq03Dt4j5joGL3V/fblW3wu+ACwatoqZVaDzECj0TBnhG4ebU2Uhlsnbum1/jwmedgzfA/j/jeOhaMXJn2AHl08fpEzh84QrY7mz81/Zsl5f0XWlrk79KRC79696dq1K/ny5aNLly5069btg9+sIyMjiYyMVMrBwbo7KFFRUURFRWV4vO/q0EddWYmxtMuECRPYtn0b4WHh7Nm4h/rf1Cd3wbQlTtoYbZz/pta7eT4jgyM5tOoQXzb8Mk3nS4lajWrx64Jfef7oOQCTe09m4e60fUCnV7vs37KfV890gwjvHr6L33M/vHJ7pemcKdGkfROunbkGwOUTl7l7+S4FSxZM0znTo200Gk2c6cRKVS6Fo5Njmts7ucpVL4eDiwNB/kFoNVqm9JvClLVpWwY3va6Z9XPXExKkmxHCxMSEYd7D9NYuABf/uoj/Xd0MGId3HKZt77a4ebml6Zzp0TYx0TEsm7RMKU+aOAlLS8ss/b5uLJ9N6c0Q7ZLcuowq0Z0wYQJ169bF2tqagwcPMmjQIPz8/Bg5cmSix0yePJlx48bF275//35sbPQ3wvfAgQN6qysrMYZ2+ar5V2zYsAFNjIblo5czduzY9OnT+AC0pO5DaOfOncrUUCqVimH9h6G9q99+j0MHDKVfv34APH/0nCMrjlCzZs20nzgN7RIdHR1nAv7q1avjGemp17apkqsKefLk4fHjxwBM6zuNJUuWpM/J09A2q1auUlb7MzU1ZeAPA/V+zfTr1Y/x48cDcPPCTa79fk1ZejtN0tAuYWFhbFu+TSk3btwYO187tL76a5vGVRuz3WU7/v7+aLVapnSfwowZM5I+MDnS0DZ7d+/l2f1nABQuXBhHR0f27NmTPnEZmDF8NmUEfbZLWFjyxneotAbs1T927NgEk8z3nT17looVKyrl1atX079/fwIDA5M8v7e3N+PHjycoKCjRfRK6o5srVy78/Pywt8+4kcTvREVFceDAAerVq4e5eeYema9PxtQu4eHhlCxVkqdPdIsO/DT/JyrXqZzq82ljtPAAyA8q05QnzGq1mrZV2xIVqfs2XKdpHfpP7p/qeNJiQs8JnDtyDgAbOxvWn1yf6r6NaW0XgIVjF/Ln5j8BMDM3Y+Opjcryxfrk88SHHo16KEvr9hrXiy++/iLV50tr27wNfEuHTzsoj52//eFbvuv7XarjSYtBrQZx79o9AFw8XFh5aGWqz5Ue10x6XsNpcf38dX7sEDv/9ZilYyj/SepnNUlr2wQHBtO9YXdCg3VdlI4dO0blyql/38ssjOmzKT0Zol2Cg4NxdXUlKCjog/maQe/o9u7dm9atW39wn7x586b6/FWrViU4OJhXr17h4eGR4D6WlpZYWlrG225ubq7Xi1jf9WUVxtAu5ubmzPSeyTff6Oa6XDFtBeVrlsfcIvW/lxYtKlNVqj6A5o+eryS5FpYW9Pq5V6o/5NNq8MzBfFflO2KiYwgLCWOV9yq6Dk/9JPJpaZcA3wD2b92vlNv2aYulbfz3Bn3IkS8H1b+ozok/TwCwfMpy6rasi5lZ6t+y09I2UwdNVZJcO0c72vZri8rEMNfMiHkj6PpZV7RaLf6v/Nm5fidNOzRN9fnS0i6P7jxSklyAnuN7YmpumLlhS1YuSbEKxbh5Xjf7wuwRs1l7fG2azpmWttm4YKOS5Hbo0IFPPvkkTbFkNsbw2ZQR9Nkuya3HoIPRXF1dKVq06Af/WVmlfqqjixcvYmVlleh0ZELoS8uWLalZS/dY/uWTl+xcu9Mgcbx6/oqju44q5U5DOilLFhuCja0NX3f7WinvWrvLYDMNTO47Ga1GdwvV0dUxTlyGMHDqQMzMdYltZHgkS8anU/eFFLpz5Q5XT11Vyv0m9TPIHct33LzcqNOsjlJe473GYDMNTOkb20c4Z/6c1GyUDl1v0mDE3BHKF5Ag/yB+W/SbQeJ4fOcx+37dB+j+xidPnmyQOISALDTrwpMnT7h06RJPnjwhJiaGS5cucenSJUJCdAMAdu7cybJly7h27Rr3799n+fLl/PTTT3Tr1i3BO7ZC6JNKpWLO7DlKgrBp4SaDjBqf0neKMgepq5crjds11nsM/9WmdxuyOeqmHNLEaJjaf6reY7h29hq3LsaOlB84baDeY/gvCyuLON0D9m/Zb5BrZtqAacrP+Yrmo8pnVfQew3/1HN9T6VISFRnFvJ/m6T2GwzsO4/PIRymPmDdC7zH8l6OLIw1aNVDKmxZuIiIsQq8xaLValk1ahiZG9wRg5E8jyZ5df9PQCfFfWSbRHT16NOXKlWPMmDGEhIRQrlw5ypUrx7lzusdG5ubmLFy4kGrVqlG6dGnmzJnD+PHj8fb2NnDkQuiULVuWLl26ALrRyHeu3tFr/eePnuf+9ftKeejMjFnONqVMTEzi9BF+eOuh3qcgejcDBUDh0oUpW72sXutPTMvvW+Lo6giAVqNl9YzVeq3/8snLvH7+WldQZY5kDnQr7HUa3EkpH//zOCHBIXqN4dTBU8rPletUJleBXHqtPzE/jPpBWfQlOiqaWcNm6bX+QP9AfJ7qvgDkzZeXAQMG6LV+If4ry8y6sHr1alavXp3o6w0aNKBBgwaJvi5EZjBx4kTC1eGU+rYUrp6ueq17+8rtys8lKpagaLmieq3/QyrVqUTZT8qicdNQsWPFpA9IRw9vPeTN6zeA7s778LnD9Vp/UgZOG8iYLmPQarVcO3+NKHVUmvp3p8Sx/ceUn2s3qY1nLk+91Jscjds1Zs+GPTx78IzoqGguHrvIp40+1Vv9nw37DPMy5tz57Q4DZxj+CcA7JiYmdBvZjbk/zgXgwrELaDQavXU3sXG0YdDaQfge8qVWpVpp6n4oRHrIMomuEMbAzc2NtavXct7nPIceHsLZ2hlTE/0MXmk5pSUsgft77jNszjC91JkS41eMxzfUlwMPDnDT7yYl3NNh2qhk8MjvQZO5TTjpfZJyFcvp/QtIUspWL0urnq24H3Cfos2KojLT3yCwcv8rR3iOcELOhNBvUj+91Ztc45aPY/rw6eRpkYcc1XLord7AiEAeBT7is4afMbjLYL3Vm1yft/icP9b8QYx9DPUG19Nr3c/ePqN49uI0GtdIr4vQCJEYuQqFMIAS7iW48+YOz98+J7dDxq+8FaIO4Y7fHZp0bUKVMYbvY5kYN1s3ctvn5obvDfI55cPGPOPnsj7/4jwOORyYv2u+XupLjbZ92uIf5s/+B/u54XuD0h6lM7xO/zB/Hgc/5osmX1C6a8bXlxpu2d2Y9ss0Djw4wOWXl8lpnxML04wfXHne5zzmJuaUdC+Z4XWl1twdc3ke/Jyjj49yL+AehV0KZ3idwZHBmJuYU96rvCS5ItPIMn10hTAmVmZWVPCqQHBwMOvmryMyPDLpg9LgvM95TExMKONRJkPrSQ/lvcqjRcvCmQv5ZeYvGVqXb5gvT4OfUtyteKZNct9xsXEhj0MeLt2/xNq5azN0+d39W/az9+herMysKO5WPMPqSS+VslciIjqC3zb/xuVTlzOsnlsXb/HT9z/xzO8ZpT1KY2FmuBlLkiOHfQ48bD24+voq6piMnZli59qdXLp2ieJuxcmRTX9314VIinzlEsJAHpx7wLR20wj0C8QUU9r0bpPudTy9/5TfN/yOY1NHKuWohJVZFugvp4bfu/5OSEAIKpWKRm0bZUh3guVTlmNTxQa77HYUdc08/ZU/JPxSOH+M/QN1qJqw4DB+GPlDutdx5fQVFo5ZiEaj4dMWn2I2MfN/TJhFmnF8wnGeXHnCny5/snT/UqxtrdO9nmkDp+H3wo/rJ65TaGYhCtZP29LM+lAxe0X23NvDb1t+w0HtQJP2TdK9jrtX77Js4jJMTU1RDVVRZ1KdpA8SQk/kjq4QBpIvbz5CAnUjxbcu34qvj2+61zG5z2QOrD/Ajv/tIOKOfqcZSi0bOxsszHV3yrRaLVP6TUniiJQ7e/gsf6z+g009NnFx/sUs85jVK7sX6lDdnbnd63fz8unLdK/De7C3bmooLdhbZ/zqkOnB1t4W/r28g/yDmDl0ZrrXsWfDHvxe+AGg0WgoULJAuteREcxizPhryF/8NuY3VkxZke6zU2i1WpZOXApATEwMOTzkbq7IXCTRFcJAihQpQp8+fQBQR6jTfeqoo3uO8uyBbp15dZgaB2eHdD1/Rho0Y5Dy853Ld7hy6kq6nVuj0TB7xGylHBmUsd1G0lPxCsVxy+6mK2h1i1ykp23Ltylz9apUKr7+3rCLZiSXSqWiZZeWSvn0wdM8vf803c4fHR3NymmxSw3X+rIWHjkSXm0zs7GytiLUX7dCmSZGE2de5PRwdNdRbl+6DUCRokXo2bNnup5fiLSSRFcIAxo9ejQuri4A/LPnH26cv5Eu59VoNCwcvVApV6hZgXxF86XLufWhVOVSFClbRCl7D0m/+bA3LdjE28C3gG4qpuGzM9d0YkkZOit2/uOHNx9y5vCZdDmvOkLNurnrlPLnLT/HxcMlXc6tD3Wa1cErj5dSntwn/b4ELBi1AHWE7k66uYU5fSb1SbdzZzQTExP6TIiN99LxS9y7fi9dzh0RFhHnC/rsWbNlWVyR6UiiK4QBOTo6MmniJKW8dOLSdFksYfX01YSFhAFgambKkJlD0nxOfRs+Z7iynGmAbwBbl21N8znDQsPYvGSzUv7yuy+xd84aj+ffKVKmCKWqlFLKc0bMSZdrZvaI2USrowGwtLakx9geaT6nvg2fE/ul5dmDZxzdc/QDeyeP30s/Dv1+SCl3GNjBoMtmp0b1+tXJXSh2dpdp/dPnru625dvwf+UPQKNGjWQue5EpSaIrhIF16dKF0qV10zc9uPGAg9sPpul8wYHB/PHLH0r5q85fYWOXuWcUSIiLhwv1WsbOAbp+7nrlrlpqeQ/yVmYrsLa1psuILmk6n6EMmzUME1Pd2/fbwLdsnL8xTed78fgFx/bFLg7RdXhXzMyyRr/l9+Urmo8KNSso5XeD6tJicp/JyrLZzu7ONOvULE3nM5QRc2NXtXv59CV/bfsrTed7/fw1W1fovnyamZkxa5Z+V2ATIrkk0RXCwExNTZkzZ45S/sX7F+VubGpMHzhdWWfezsGOdv3bpTlGQ+k+pjuW1paAbjnT9/vWptSTe084+/dZpdxjbA+9rRaV3uyd7Wn8XWOlvGXpFsJCU3/NTO47GXS5HO453Knfqn5aQzSYITOHYGqmW4Ql7G0Yq6evTvW5Lh6/yN2rd5XyYO/MtzhEcuXIl4Nq9aop5aU/p+3p0arpq4iKjAKgX79+FC6c8fP0CpEaWfNdXggjU7t2bVp+rRtME/QmiF8X/Zqq89y7do/LJ2LnEe3zc58sm8yB7k5R1x+7KuVj+47x4vGLVJ3r/T6b2fNmp3aT2mkNz6A6D++MtZ1uCq2Y6Bi8B6WuH/Ppg6d5dPuRUn7/8X9WZGNnQ4uuLZTyH7/8QXBgcKrONWtY7F3KYuWLUbJS5l0gIjkGTB2AmbnuTn1EWARLJixJ1Xmunb3G8X3HAXB1c2XUqFHpFqMQ6S3rfgIKYWRmTJ+BpaUlVrZW2DinrqvB1P5TlZ/zFM4T5w5OVlX/m/q453AHwCqbVaqSliO7jvD84XOlPHxu1k7mQDfIqMeY2H60l05eIsAvIEXn0Gq1cfosl65WmoIlM//csEn5ru932DnYAbqZBnas2pHic6jVamzdbAFQmaiy/BcAACsbK1r3bK2U9/26T5llIyU0Wg3ueXV/k5MmTsLBIevM6CI+PlmvE5YQRipv3rz8+uuvmOU243rYdTRaDSaq5H8XVavVREbFTpVlDMncO8PnDOfgnwfJ9kU2TLObpvj4J/efgArQQsVaFclbOG+6x2gItZvU5q8tf3Hl9BWsnazxfeGLk6tTso+PDI9Ea63rs5DNMVucGR2yMhMTE/pP6c/EXhMBCI5I+ZcjNWpqT6iN9oEWK38rnNyS366Z2bc9vmXnup0E+QdhYmbCozuPUvy7ZSucjdnbZxN+KZyO7TtmUKRCpA9JdIXIRJo1a0aIOgS/m368DHlJ9mzZk32sxkRDk0VNeP7Xc+zC7MiR13gmbi9YsiAFSxbkrwd/cfn1ZXI75sbCNPkj34t+U5TmZZpzd9VdBs/Muv0sEzJ45mB2/LoDk6omaLNrU3Ss2lRNpSGVqHCnAkXcimDvmLVmoPiQynUq02N0D/zc/LDPaY9Go0lRN54LLy5gYmJCk0ZNssaKgikwYMoA/vjtDwp0KoBLoZRNIRcWFYZWq6VKnirkL5s/gyIUIv1I1wUhMhk7CzsqelXkrfptitanv/TiElqtlm7du9F1eNekD8iCKmevTFRMFFdfXU32MYERgdx/c5+yhcsyec1kbGyz3gwUH+Lo4kjHnh3J6ZyTa6+vpeiaOffiHGYmZnzd7GsqfFoh6QOymAatG1C/an1C1CHc9L+Z7ONehb7iWfAzSrqVNLokF6D8p+UZO28sbg5uXPC5QLQmOtnHPg1+SlHXouR1zJtxAQqRjiTRFSITKuxSGDeVG3PGzGHPhj1J7u8f5s/DwIcUdi2MjYVxJXLvs7eyJ79jfn6b8xttq7ZN1uwU533OY2FqQUn3rD2QKCkVvCoQ5BvE+AHjObb32Af3DfALYEi7IVw9e5VSHqVSdHc8q3GzdSOHbQ52/raT8T3HJznTwKBvBjGm0xjMIswo4lLkg/tmdRWzVyQ8Opybvkl/CXj+8DkjOo4g8GEg5bzKpahblRCGJFeqEJnQ26C3DGg8gH+2/MMvs34hOCDxPoYTuk9g+vDpWKosKelm3MkcwKb+m7i54yYhgSHMGDQj0f1uX75Nl3pduHn1JqXdS2NhZrzJHECYbxi7++7myv4rzPlxzgevmbFdx3L73G0OjjrIo0OP9BekgZxddJYT805w7tC5D840cOLPE9y9ehefqz5s6ryJ6Ojk3+nMilxtXMltn5vdW3bzQ/0fUKsTfxqwYsoKrp++zqT2kzh18JQeoxQibSTRFSITcnZ2pmmTpoBuLtAN8zYkuN/VM1c5+/dZbuy/waaOm9BEp32FrMyueefmys/njpzj4a2HCe43bcA0fJ/6sn/Yfi5tvaSf4AzII4cHnjk8Ad0gs/dn4Hjf4R2HlTYzMTWhat2qeovRUGrUr6H8vO/XfcpqXu/TaDTMGzVPKZesXDLLrYCWGnvH7uXEvBO8ePyCeT/NS3Cf8/+c59yRcwB4Zfeibt26+gxRiDSRRFeITGrSpElKf9K9m/bGmev0He/BsXOn5i6Q+6P4YK7ZqCY58+dUylP6TYm3z56Ne/D18dUVVFCjYY14+xgblUpFp8GdlPLV01e5ffl2nH00Gg2Lxy9WyhVrVcTB2finhqr6eVUcXR0B0Gq0CV4za2etJTQ4FNB9ATCWGSiSUvWz2C86R3Yd4dXzV3Fej46KZvnk5Up5+rTp2Nra6i0+IdJKEl0hMqns2bMz8qeRgO7DedmkZcpSpAC/r/qdN6/fALokx5imE0vKiHmxy5m+ePyCQ78fUsrR0dGsnLpSKX/a8FM8c3nqNT5DqVSnEvmK5VPK0wZMi/P68inLCQ8NB8DUzJSB0wfqNT5DGjgt9ne9fek2V8/EDmgMCQ5h+8rtSrlZp2bY2dvpNT5DadyuMa5errqCFqb0ifslYO+mvTx/oJuDulq1arRp00bfIQqRJpLoCpGJDRgwgLz58gK6O3SnD54GdHPmKL3BJAAAKuJJREFUrpu7Ttmv7ld1cfV0NUSIBpGrQC6qfFZFKS+ZsEQZZLRo3CLUEbq+huYW5vSb1M8gMRrKiLkjdHMGA74+vuzZqBvMGBwczN6Ne5X9WvVoZXQzUHxI2eplKVwmdpna9/t3zxg8Q1k22zabLR0HfVxzww6dGXv3+v6N+0o3haCgIDbMj+02NXfuXFQqld7jEyItJNEVIhOzsrJipvdMpbx8ygouX1Izd+5cotS6deYtrCzoOb6noUI0mAHTB2Bqpls8Ijw0nGlDl+Pn58fB7QeVfdr1b4eFlfF353ifZy5PPm34qVJeOXUlV65EM3XqVOXLgL2TPa17tU7sFEZrxNwRSqIW4BvAkim/8+DBAy4ev6js0+vnXll62ezUKFquKCUqlVDKs4fP5sYN2LhxozKzSadOnahYsaKhQhQi1T6uv2YhsqDmzZtT57M6ALx+9opx/TZw/Phx5fU633bBzOzjW/vFxtaGVj1aKeWTe/cyefJkpXuHrYMTX3X+ylDhGVS/Sf0wtzAHQB2hZvT3k7l+/bryev2O/Q0UmWG5eLjweYvPlfKedeuYOjV20J5L9lxxBq59TEbMGaEk+MEBwYz8YRH79+8HQKWypUaNSYYMT4hUk0RXiExOpVLRpPEc3v25xvj9HttX18yNP0835MRJw8VnSLnLtwbTd6t5abh//77yWmi2wR9tu1hYWVCjeTulrA05F/uiZX4276340bZNuQY9QGWpK2ijePUqdvCVv8WPH2272DvbU7ZOA6Uc82af8gRAqx3F9997sW2boaITIvUk0RUik4uJgZkzSwHdABvgvWVevXR965Yvgxjjn1ksjhgNLFsGeA6I/6JVEbAt9VG2C+h+5yvPvgJTp/gveukGLX6MbROjgRWrzMCts7LN1FTX/QXbqmCZ46NsF9D9zg9Du4GJtbLNxsYGlSov0B+A/v1170dCZCUf3/NOIbKYf/6BZ88AJoF5U1Tm7dCGvQELe3j1MwB+D6HdJ5BQD4ayn5elSe8mcbZNbTMVdXjSS8W2HNKS4p8UV8rPbj1j1fBVyYp7yPohWNnGLp96ZNMRjm46muRxOQrnoPO0znG2rRy6kud3nsfZFh0NoaH/FkysQaVGpdGg1QI2tvCw/QfbBT6CtlHFXfBAZZcTrc8QQK4ZVGagjcbd3Z0XvkEQef2D10xy60hIzdY1qdW6llKOCI1g+nfTkzwO4H9T/kfOorHT6d04foOt07cmeZyFtQXDNg6Ls23n/J1c+utSgvvHXjP/bjA1o1OnTqxYMYDISEu0Wnj6VPd+VLt2skIXIlOQRFeITO7Fi3c/OUFUQ6yyXeOHbtOYu+gymsjDyn6hieQg7qbuNC/aPM62MW/GEBoSmvAB7ynrWpZGRRsp5QtvLzDbd3ay4v6y0Jdks8+mlB9bP2an784kj8uXJ1+8eNdFriPINyjJY5s2a8aeIzWIensQoi4AibcLfFxtU7duXQ4fM0Wr3q9sk2tGtzjLi9g/MiDhdklLHXmt88Y59m3wW0b6jkzyOIDqOapTvmh5pWxx24KVvis/cISOrZ1tvHhPm55OVryYFsfSeRtffHGLVavyxHnpP00lRKYnia4QmZyX1382hLtSu3Zt5s0LAe4om11dwdIy/vF5PPNQwLlAnG05c+QkJCQkybrzueWLc2ygayA5cuRIVtwFXAqQLVts0pLXI2+yjs3llStevLm8cuGbwzfOtshI8POLe6yzszNmkf2IiroL6OpKrF3g42qb3Llzo4o25V27gFwzoHs8/36bQMLtktw6EpLXI2+cY9+av012m+R3zR/n2Hxu+ZJ1rJ2dXbx483jmSfTYOG0TUwOTkPzArXj7xXs/EiKz04o4goKCtIA2KChIL/Wp1Wrt77//rlWr1XqpL6uQdtFZtmyZFtCqVLZalUqrBa3W2lrXNtbWai1otSqVVpsrl1YbHW3oaFMmODhYO2TIEG29evW0rq6uWkA7ZsyYePtpNBrt0qVLteXLl9dmy5ZN6+zsrK1Zs6Z2x45d2pw5tUbXLilx+PBhLbpO2/H+ubmdNLq2OXjwoPZ///uftkiRIlobGxtt9uzZtU2bNtWeO3cuzn5z5szRVqlSRevi4qK1sLDQ5sqVS9uqVSvt5cvXPvprpmPHjoleM7p/Jz/atkkO+WxKmCHaJbn5mgxGEyKTev78OYMHDyZ79uzK3aX/ztX+rjx7NrwbU5NV+Pv7s3TpUiIjI2nevHmi+40ZM4Zu3bpRuXJltm7dyurVq7G0tKRZs8a0aaMbBm5M7ZIakyZN4uTJk3H+zZpVEjCutlm0aBGPHj2iX79+7Nmzhzlz5vD69WuqVq3KoUOxq+P5+/vTsGFDli9fzv79+xk3bhwXL16kevUqDB2qWxbZmNolJUaNGhXvWjl58iSurq44O+cAKn20bSOMk3RdECKT6t69OzVr1sTZ2ZktW7awZQv06wf+/rH75Myp+/Bp0cJgYaZanjx5CAgIQKVS4efnx/LlyxPcb+XKldSoUYNFixYp2+rVq4enpye3b69hy5YWRtUuqVGoUCGqVq0aZ1vVqmBtbVzXzIIFC3B3d4+zrUGDBhQsWJBJkybx2WefATBu3Lg4+9SqVYuqVatSvHhxfH3Xs2XLeKNql5QoUKAABQrE7dJw5MgR/Pz8GDlyJOXKmX60bSOMk9zRFSITWrduHUeOHGHhwoXKthYt4NEj2L1bV969Gx4+zLofPiqVKlnLiZqbm+Pg4BBnm5WVlfLP2NolPRlb2/w3yQVdX9TixYvz9OnTDx7r5uYGgJmZmdG1S1qtWLEClUpF586dpW2E0ZFEV4hM5vXr1/Tv358pU6aQM2fOOK+ZmkKNfxduqlHj43iM2K9fP/bt28eKFSsICAjgxYsXDBw4kKCgIPr27Qt8nO3yvl69emFmZoa9vT3169fn2LFjymvG3jZBQUFcuHCBEiVKxHstJiaGyMhIbt26RdeuXXF3d+d///sfYPztklxBQUFs2bKFunXrki9fPkDaRhgX6bogRCbTs2dPihQpQo8ePQwdSqbQv39/rK2t6dWrF127dgV0syvs3LmTTz75xMDRGZaDgwP9+vWjdu3auLi4cO/ePaZPn07t2rXZvXs39evXN3SIGa5Xr16Ehoby008/xXvN1taWyMhIAAoXLszff/9Nrly59B1iprZx40bCw8Pp0qWLoUMRIkNIoitEJrJ161Z27tzJxYsXk/VY/2OwatUq+vXrR+/evWnYsCFqtZpffvmFZs2asW3bto8imUtMuXLlKFeunFL+9NNP+eqrryhVqhRDhw41+rYZNWoU69evZ968eVSoUCHe6ydOnECtVnP//n1mzZpFnTp1OHjwYIJ3fz9WK1aswMXFha+++srQoQiRISTRFSKTCAkJoVevXvTp04fs2bMTGBgIgFqtm70+MDAQc3NzLCwsDBilfgUEBCh3cmfMmKFsb9iwIbVr16Z79+48fPjQgBFmPo6OjjRu3JjFixcTHh6OtbV10gdlQePGjePnn39m4sSJ9O7dO8F9ypfXLbRQtWpVmjZtSsGCBfnxxx/ZsWOHPkPNtK5cucK5c+fo168flolNNi1EFid9dIXIJPz8/Hj16hXe3t44OTkp/zZu3EhoaChOTk589913hg5Tr27fvk14eDiVKlWK91rFihV59OhRshYx+NhotVoAo30qMG7cOMaOHcvYsWP58ccfk3VMtmzZKFq0KHfu3El654/EihUrAJQuQUIYI7mjK0Qm4enpyeHDh+NtnzJlCkeOHGHv3r24uroaIDLDyZ49OwCnTp2iY8eOynatVsupU6dwcnLC1tbWUOFlSgEBAezatYuyZctiZWVl6HDS3YQJExg7diwjR45kzJgxyT7Oz8+Pq1evfvT9ut+JjIxk3bp1VK5cmZIlSxo6HCEyjCS6QmQSVlZW1K5dO9721atXY2pqqrwWFRWl38Ay0N69ewkNDeXt27cA3Lhxgy1btgDQqFEjcufOTYsWLVi6dCmWlpY0atSIyMhI1qxZw/Hjx5kwYYLR3rVMjrZt25I7d24qVqyIq6srd+/exdvbm1evXrF69WpDh5fuvL29GT16NA0aNODLL7/k1KlTcV6vWrUqQUFB1KtXj7Zt21KoUCGsra25c+cOc+bMITIyMkXJsTH7/fffefPmjdzNFUZPEl0hhMH06NGDx48fK+XNmzezefNmAB4+fEjevHlZv3498+fPZ+3ataxcuRJzc3MKFy7MunXraNu2raFCzxRKly7Nr7/+yuLFiwkJCcHZ2ZkaNWqwdu3aBLt7ZHU7d+4EYN++fezbty/e61qtFisrK8qUKcPSpUt5+vQpEREReHp6Urt2bbZu3Urx4sX1HXamtGLFCmxtbWndurWhQxEiQ0miK0Qmt3r1aqO8Owfw6NGjJPexsrJi8ODBDB48OOMDymKGDx/O8OHDDR2G3vz9999J7mNpacmyZcsyPpgsbv/+/YYOQQi9kMFoQgghhBDCKEmiK4QQQgghjJIkukIIIYQQwihJoiuEEEIIIYySJLpCCCGEEMIoSaIrhBBCCCGMkiS6QgghhBDCKEmiK4QQQgghjJIkukIIIYQQwihJoiuEEEIIIYySJLpCCCGEEMIoSaIrhBBCCCGMkiS6QgghhBDCKEmiK4QQQgghjJIkukIIIYQQwihJoiuEEEIIIYySJLpCCCGEEMIoSaIrhBBCCCGMkiS6QgghhBDCKGWJRPfRo0d06dKFfPnyYW1tTYECBRgzZgxqtTrOfk+ePKFJkybY2tri6upK37594+0jhBBCCCE+DmaGDiA5bt26hUajYcmSJRQsWJBr167x/fffExoayowZMwCIiYnhyy+/xM3NjWPHjuHv70/Hjh3RarXMmzfPwL+BEEIIIYTQtyyR6DZo0IAGDRoo5fz583P79m0WLVqkJLr79+/nxo0bPH36lOzZswPg7e1Np06dmDhxIvb29gaJXQghhBBCGEaWSHQTEhQUhLOzs1I+efIkJUuWVJJcgPr16xMZGcn58+epU6dOgueJjIwkMjJSKQcHBwMQFRVFVFRUBkUf610d+qgrK5F2SZy0TcKkXRInbZMwaZfESdskTNolYYZol+TWpdJqtdoMjiXd3b9/n/Lly+Pt7U3Xrl0B6NatG48ePWL//v1x9rW0tGT16tW0adMmwXONHTuWcePGxdu+YcMGbGxs0j94IYQQQgiRJmFhYbRt25agoKAPPrU36B3dxJLM9509e5aKFSsqZR8fHxo0aMA333yjJLnvqFSqeMdrtdoEt78zYsQIBg4cqJSDg4PJlSsXX3zxhV66O0RFRXHgwAHq1auHubl5hteXVUi7JE7aJmHSLomTtkmYtEvipG0SJu2SMEO0y7sn8EkxaKLbu3dvWrdu/cF98ubNq/zs4+NDnTp1qFatGkuXLo2zn6enJ6dPn46zLSAggKioKDw8PBI9v6WlJZaWlvG2m5ub6/Ui1nd9WYW0S+KkbRIm7ZI4aZuESbskTtomYdIuCdNnuyS3HoMmuq6urri6uiZr3+fPn1OnTh0qVKjAqlWrMDGJOzNatWrVmDhxIi9evMDLywvQDVCztLSkQoUK6R67EEIIIYTI3LLEYDQfHx9q165N7ty5mTFjBr6+vsprnp6eAHzxxRcUL16c9u3bM336dN68ecPgwYP5/vvvZcYFIYQQQoiPUJZIdPfv38+9e/e4d+8eOXPmjPPau7F0pqam7N69m549e/LJJ59gbW1N27ZtlenHhBBCCCHExyVLJLqdOnWiU6dOSe6XO3dudu3alfEBCSGEEEKITC9LLAEshBBCCCFESkmiK4QQQgghjJIkukIIIYQQwihJoiuEEEIIIYySJLpCCCGEEMIoSaIrhBBCCCGMkiS6QgghhBDCKEmiK4QQQgghjJIkukIIIYQQwihJoiuEEEIIIYySJLpCCCGEEMIoSaIrhBBCCCGMkiS6QgghhBDCKEmiK4QQQgghjJIkukIIIYQQwihJoiuEEEIIIYySJLpCCCGEEMIoSaIrhBBCCCGMkiS6QgghhBDCKEmiK4QQQgghjJIkukIIIYQQwihJoiuEEEIIIYySJLpCCCGEEMIoSaIrhBBCCCGMkiS6QgghhBDCKEmiK4QQQgghjJIkukIIIYQQwihJoiuEEEIIIYySJLpCCCGEEMIoSaIrhBBCCCGMkiS6QgghhBDCKEmiK4QQQgghjJIkukIIIYQQwihJoiuEEEIIIYySJLpCCCGEEMIoSaIrhBBCCCGMkiS6QgghhBDCKEmiK4QQQgghjJIkukIIIYQQwihJoiuEEEIIIYySJLpCCCGEEMIoSaIrhBBCCCGMkiS6QgghhBDCKEmiK4QQQgghjJIkukIIIYQQwihJoiuEEEIIIYySJLpCCCGEEMIoSaIrhBBCCCGMkiS6QgghhBDCKEmiK4QQQgghjJIkukIIIYQQwihJoiuEEEIIIYySJLpCCCGEEMIoSaIrhBBCCCGMkiS6QgghhBDCKEmiK4QQQgghjJIkukIIIYQQwihJoiuEEEIIIYySJLpCCCGEEMIoZYlE99GjR3Tp0oV8+fJhbW1NgQIFGDNmDGq1Os5+KpUq3r/FixcbKGohhBBCCGFIZoYOIDlu3bqFRqNhyZIlFCxYkGvXrvH9998TGhrKjBkz4uy7atUqGjRooJQdHBz0Ha4QQgghhMgEskSi26BBgzjJa/78+bl9+zaLFi2Kl+g6Ojri6emp7xCFEEIIIUQmkyUS3YQEBQXh7Owcb3vv3r3p2rUr+fLlo0uXLnTr1g0Tk8R7aERGRhIZGamUg4ODAYiKiiIqKir9A/+Pd3Xoo66sRNolcdI2CZN2SZy0TcKkXRInbZMwaZeEGaJdkluXSqvVajM4lnR3//59ypcvj7e3N127dlW2//zzz9StWxdra2sOHjzI6NGjGTFiBCNHjkz0XGPHjmXcuHHxtm/YsAEbG5sMiV8IIYQQQqReWFgYbdu2JSgoCHt7+0T3M2iim1iS+b6zZ89SsWJFpezj40OtWrWoVasWy5cv/+Cx3t7ejB8/nqCgoET3SeiObq5cufDz8/tgw6WXqKgoDhw4QL169TA3N8/w+rIKaZfESdskTNolcdI2CZN2SZy0TcKkXRJmiHYJDg7G1dU1yUTXoF0XevfuTevWrT+4T968eZWffXx8qFOnDtWqVWPp0qVJnr9q1aoEBwfz6tUrPDw8EtzH0tISS0vLeNvNzc31ehHru76sQtolcdI2CZN2SZy0TcKkXRInbZMwaZeE6bNdkluPQRNdV1dXXF1dk7Xv8+fPqVOnDhUqVGDVqlUf7Hf7zsWLF7GyssLR0TGNkQohhBBCiKwmSwxG8/HxoXbt2uTOnZsZM2bg6+urvPZuhoWdO3fy8uVLqlWrhrW1NYcPH+ann36iW7duCd6xFUIIIYQQxi1LJLr79+/n3r173Lt3j5w5c8Z57V0XY3NzcxYuXMjAgQPRaDTkz5+f8ePH06tXL0OELIQQQgghDCxLJLqdOnWiU6dOH9znv3PtCiGEEEKIj1uWWAJYCCGEEEKIlJJEVwghhBBCGCVJdIUQQgghhFGSRFcIIYQQQhglSXSFEEIIIYRRkkRXCCGEEEIYJUl0hRBCCCGEUZJEVwghhBBCGCVJdIUQQgghhFGSRFcIIYQQQhglSXSFEEIIIYRRkkRXCCGEEEIYJUl0hRBCCCGEUZJEVwghhBBCGCVJdIUQQgghhFGSRFcIIYQQQhglSXSFEEIIIYRRkkRXCCGEEEIYJUl0hRBCCCGEUZJEVwghhBBCGCVJdIUQQgghhFGSRFcIIYQQQhglSXSFEEIIIYRRkkRXCCGEEEIYJUl0hRBCCCGEUZJEVwghhBBCGCVJdIUQQgghhFGSRFcIIYQQQhglSXSFEEIIIYRRkkRXCCGEEEIYJUl0hRBCCCGEUZJEVwghhBBCGCVJdIUQQgghhFGSRFcIIYQQQhglSXSFEEIIIYRRkkRXCCGEEEIYJUl0hRBCCCGEUZJEVwghhBBCGCVJdIUQQgghhFGSRFcIIYQQQhglSXSFEEIIIYRRkkRXCCGEEEIYJUl0hRBCCCGEUZJEVwghhBBCGCVJdIUQQgghhFGSRFcIIYQQQhglSXSFEEIIIYRRkkRXCCGEEEIYJUl0hRBCCCGEUZJEVwghhBBCGCVJdIUQQgghhFGSRFcIIYQQQhglSXSFEEIIIYRRkkRXCCGEEEIYJUl0hRBCCCGEUZJEVwghhBBCGCVJdIUQQgghhFGSRFcIIYQQQhglSXSFEEIIIYRRkkRXCCGEEEIYpSyT6DZt2pTcuXNjZWWFl5cX7du3x8fHJ84+T548oUmTJtja2uLq6krfvn1Rq9UGilgIIYQQQhhSlkl069Spw2+//cbt27fZunUr9+/f5+uvv1Zej4mJ4csvvyQ0NJRjx46xadMmtm7dyqBBgwwYtRBCCCGEMBQzQweQXAMGDFB+zpMnD8OHD6d58+ZERUVhbm7O/v37uXHjBk+fPiV79uwAeHt706lTJyZOnIi9vX2C542MjCQyMlIpBwcHAxAVFUVUVFQG/kYo9bz/X6Ej7ZI4aZuESbskTtomYdIuiZO2SZi0S8IM0S7JrUul1Wq1GRxLunvz5g09evTg+fPnHDt2DIDRo0ezY8cOLl++rOwXEBCAs7Mzhw4dok6dOgmea+zYsYz7f3v3HhRV/YYB/FlwWbnJoKKAXBNESaQEL4uk5oXULpiWWo7gwGCKEoRiaoo6YwNpajqa1khFMzbkjNfxhpSwYIYCapCSV0RMjPG+ggLC9/dHP864sgvmhbPuPp+ZHXe/5+zuu49v+nY8e1i6tNn6Tz/9BBsbm+fzAYiIiIjoidXU1ODDDz/E7du3DR7MBF6gI7oA8Omnn2LdunWoqanBwIEDsXv3bmnb1atX0bVrV539HR0dYWVlhatXrxp8zfnz5yMxMVF6fOfOHbi7uyMsLKzF4J6V+vp6ZGVlYeTIkVAqlc/9/V4UzMUwZqMfczGM2ejHXAxjNvoxF/3kyKXpX+BbI+uga+ho6sMKCgoQHBwMAEhKSkJ0dDTKy8uxdOlSREREYPfu3VAoFAAg/fowIYTe9SYqlQoqlarZulKpbNMmbuv3e1EwF8OYjX7MxTBmox9zMYzZ6Mdc9GvLXB73fWQddGfNmoVJkya1uI+Xl5d0v3PnzujcuTN69OiBXr16wd3dHfn5+VCr1XB2dsaRI0d0nnvz5k3U19c3O9JLRERERKZP1kG3aXB9Ek2nFjd9kUytVuPzzz9HZWUlXFxcAAAHDhyASqVCUFDQsymYiIiIiF4YL8Q5ukePHsXRo0cRGhoKR0dHXLhwAcnJyejevTvUajUAICwsDP7+/pgyZQpWrFiBGzduYM6cOYiJiWmTc22JiIiIyLi8ENfRtba2xrZt2zB8+HD4+fkhKioKvXv3hkajkc6vtbS0xJ49e9C+fXsMGjQIEyZMwNixY/Hll1/KXD0RERERyeGFOKIbEBCAgwcPtrqfh4eHzpUYnkTTKRGP+22+p1VfX4+amhrcuXOHJ7Y/hLkYxmz0Yy6GMRv9mIthzEY/5qKfHLk0zWmtXSX3hRh025JWqwUAuLu7y1wJEREREbVEq9XCwcHB4PYX8gdGPE+NjY24cuUK7O3tW7ws2bPSdN3eiooKnkv8EOZiGLPRj7kYxmz0Yy6GMRv9mIt+cuQihIBWq4WrqyssLAyficsjuo+wsLCAm5tbm79vhw4d+B+NHszFMGajH3MxjNnox1wMYzb6MRf92jqXlo7kNnkhvoxGRERERPRfcdAlIiIiIpPEQVdmKpUKixcv1vtjiM0ZczGM2ejHXAxjNvoxF8OYjX7MRT9jzoVfRiMiIiIik8QjukRERERkkjjoEhEREZFJ4qBLRERERCaJgy4RERERmSQOujL6+uuv4e3tjfbt2yMoKAh5eXlylyS7JUuWQKFQ6NycnZ3lLqvN5ebm4u2334arqysUCgV27Nihs10IgSVLlsDV1RXW1tYYOnQoTp48KU+xbay1bKZOndqshwYOHChPsW0oJSUF/fr1g729Pbp06YKxY8fi9OnTOvuYY988Ti7m2jMbNmxAnz59pIv8q9Vq7Nu3T9pujv0CtJ6LufbLo1JSUqBQKJCQkCCtGWPPcNCVyc8//4yEhAR89tlnOH78OF577TWMHj0aly5dkrs02b388suorKyUbiUlJXKX1Oaqq6sRGBiIdevW6d2+fPlyrFq1CuvWrUNBQQGcnZ0xcuRIaLXaNq607bWWDQCMGjVKp4f27t3bhhXKQ6PRYObMmcjPz0dWVhYePHiAsLAwVFdXS/uYY988Ti6AefaMm5sbUlNTUVhYiMLCQgwbNgzh4eHSYGKO/QK0ngtgnv3ysIKCAnz77bfo06ePzrpR9owgWfTv319Mnz5dZ61nz55i3rx5MlVkHBYvXiwCAwPlLsOoABDbt2+XHjc2NgpnZ2eRmpoqrd2/f184ODiIjRs3ylChfB7NRgghIiMjRXh4uCz1GJOqqioBQGg0GiEE+6bJo7kIwZ55mKOjo9i0aRP75RFNuQjBftFqtcLX11dkZWWJIUOGiPj4eCGE8f4ZwyO6Mqirq0NRURHCwsJ01sPCwnD48GGZqjIeZ8+ehaurK7y9vTFp0iRcuHBB7pKMSllZGa5evarTPyqVCkOGDGH//F9OTg66dOmCHj16ICYmBlVVVXKX1OZu374NAOjYsSMA9k2TR3NpYu4909DQgIyMDFRXV0OtVrNf/u/RXJqYc7/MnDkTb775JkaMGKGzbqw90062dzZj165dQ0NDA7p27aqz3rVrV1y9elWmqozDgAED8OOPP6JHjx74559/sGzZMoSEhODkyZPo1KmT3OUZhaYe0dc/5eXlcpRkVEaPHo33338fnp6eKCsrw6JFizBs2DAUFRUZ5U/teR6EEEhMTERoaCh69+4NgH0D6M8FMO+eKSkpgVqtxv3792FnZ4ft27fD399fGkzMtV8M5QKYd79kZGTg2LFjKCgoaLbNWP+M4aArI4VCofNYCNFszdyMHj1auh8QEAC1Wo3u3bsjPT0diYmJMlZmfNg/+k2cOFG637t3bwQHB8PT0xN79uzBuHHjZKys7cyaNQvFxcU4dOhQs23m3DeGcjHnnvHz88OJEydw69YtbN26FZGRkdBoNNJ2c+0XQ7n4+/ubbb9UVFQgPj4eBw4cQPv27Q3uZ2w9w1MXZNC5c2dYWlo2O3pbVVXV7P+EzJ2trS0CAgJw9uxZuUsxGk1XoWD/PB4XFxd4enqaTQ/FxcVh165dyM7Ohpubm7Ru7n1jKBd9zKlnrKys4OPjg+DgYKSkpCAwMBBr1qwx+34xlIs+5tIvRUVFqKqqQlBQENq1a4d27dpBo9Fg7dq1aNeundQXxtYzHHRlYGVlhaCgIGRlZemsZ2VlISQkRKaqjFNtbS1KS0vh4uIidylGw9vbG87Ozjr9U1dXB41Gw/7R4/r166ioqDD5HhJCYNasWdi2bRsOHjwIb29vne3m2jet5aKPufSMPkII1NbWmm2/GNKUiz7m0i/Dhw9HSUkJTpw4Id2Cg4MxefJknDhxAi+99JJx9oxMX4IzexkZGUKpVIq0tDRx6tQpkZCQIGxtbcXFixflLk1Ws2fPFjk5OeLChQsiPz9fvPXWW8Le3t7sctFqteL48ePi+PHjAoBYtWqVOH78uCgvLxdCCJGamiocHBzEtm3bRElJifjggw+Ei4uLuHPnjsyVP38tZaPVasXs2bPF4cOHRVlZmcjOzhZqtVp069bN5LOZMWOGcHBwEDk5OaKyslK61dTUSPuYY9+0los598z8+fNFbm6uKCsrE8XFxWLBggXCwsJCHDhwQAhhnv0iRMu5mHO/6PPwVReEMM6e4aAro/Xr1wtPT09hZWUl+vbtq3O5G3M1ceJE4eLiIpRKpXB1dRXjxo0TJ0+elLusNpednS0ANLtFRkYKIf69jMvixYuFs7OzUKlUYvDgwaKkpETeottIS9nU1NSIsLAw4eTkJJRKpfDw8BCRkZHi0qVLcpf93OnLBID4/vvvpX3MsW9ay8WceyYqKkr6O8jJyUkMHz5cGnKFMM9+EaLlXMy5X/R5dNA1xp5RCCFE2x0/JiIiIiJqGzxHl4iIiIhMEgddIiIiIjJJHHSJiIiIyCRx0CUiIiIik8RBl4iIiIhMEgddIiIiIjJJHHSJiIiIyCRx0CUiIiIik8RBl4jIjA0dOhQJCQnSYy8vL3z11Vey1UNE9Cxx0CUiegINDQ0ICQnB+PHjddZv374Nd3d3LFy4UKbKnk5BQQGmTZv2TF9z6tSpGDt27DN9TSKix8FBl4joCVhaWiI9PR379+/H5s2bpfW4uDh07NgRycnJMlanSwiBBw8ePNa+Tk5OsLGxec4VERG1DQ66RERPyNfXFykpKYiLi8OVK1ewc+dOZGRkID09HVZWVgafV1tbi7lz58Ld3R0qlQq+vr5IS0uTtms0GvTv3x8qlQouLi6YN2+ezqBaW1uLjz/+GF26dEH79u0RGhqKgoICaXtOTg4UCgUyMzMRHBwMlUqFvLw8VFdXIyIiAnZ2dnBxccHKlSub1fboqQsKhQKbNm3Cu+++CxsbG/j6+mLXrl3S9oaGBkRHR8Pb2xvW1tbw8/PDmjVrpO1LlixBeno6du7cCYVCAYVCgZycHADA33//jYkTJ8LR0RGdOnVCeHg4Ll68+F9+C4iIWsRBl4joKcTFxSEwMBARERGYNm0akpOT8corr7T4nIiICGRkZGDt2rUoLS3Fxo0bYWdnB+Df4W/MmDHo168f/vjjD2zYsAFpaWlYtmyZ9Py5c+di69atSE9Px7Fjx+Dj44M33ngDN27c0HmfuXPnIiUlBaWlpejTpw+SkpKQnZ2N7du348CBA8jJyUFRUVGrn3Hp0qWYMGECiouLMWbMGEyePFl6r8bGRri5uWHLli04deoUkpOTsWDBAmzZsgUAMGfOHEyYMAGjRo1CZWUlKisrERISgpqaGrz++uuws7NDbm4uDh06BDs7O4waNQp1dXX/5beAiMgwQURET6W0tFQAEAEBAaK+vr7FfU+fPi0AiKysLL3bFyxYIPz8/ERjY6O0tn79emFnZycaGhrE3bt3hVKpFJs3b5a219XVCVdXV7F8+XIhhBDZ2dkCgNixY4e0j1arFVZWViIjI0Nau379urC2thbx8fHSmqenp1i9erX0GIBYuHCh9Pju3btCoVCIffv2GfyMsbGxYvz48dLjyMhIER4errNPWlpas89ZW1srrK2tRWZmpsHXJiL6L9rJO2YTEb34vvvuO9jY2KCsrAyXL1+Gl5eXwX1PnDgBS0tLDBkyRO/20tJSqNVqKBQKaW3QoEG4e/cuLl++jFu3bqG+vh6DBg2StiuVSvTv3x+lpaU6rxUcHCzdP3/+POrq6qBWq6W1jh07ws/Pr9XP16dPH+m+ra0t7O3tUVVVJa1t3LgRmzZtQnl5Oe7du4e6urpWj2oXFRXh3LlzsLe311m/f/8+zp8/32pNRESPg4MuEdFT+P3337F69Wrs27cPy5cvR3R0NH755RedQfVh1tbWLb6eEKLZc4UQAP49X/bh+609z9bWttlrPAmlUqnzWKFQoLGxEQCwZcsWfPLJJ1i5ciXUajXs7e2xYsUKHDlypMXXbGxsRFBQkM4X+Zo4OTk9ca1ERA/jObpERE/o3r17iIyMxEcffYQRI0Zg06ZNKCgowDfffGPwOQEBAWhsbIRGo9G73d/fH4cPH9YZTA8fPgx7e3t069YNPj4+sLKywqFDh6Tt9fX1KCwsRK9evQy+r4+PD5RKJfLz86W1mzdv4syZM//lIzeTl5eHkJAQxMbG4tVXX4WPj0+zI7JWVlZoaGjQWevbty/Onj2LLl26wMfHR+fm4ODwVDURETXhoEtE9ITmzZuHxsZGfPHFFwAADw8PrFy5EklJSQavHuDl5YXIyEhERUVhx44dKCsrQ05OjvTlrdjYWFRUVCAuLg5//fUXdu7cicWLFyMxMREWFhawtbXFjBkzkJSUhP379+PUqVOIiYlBTU0NoqOjDdZqZ2eH6OhoJCUl4ddff8Wff/6JqVOnwsLi6f4a8PHxQWFhITIzM3HmzBksWrRI5woQTZ+5uLgYp0+fxrVr11BfX4/Jkyejc+fOCA8PR15eHsrKyqDRaBAfH4/Lly8/VU1ERE046BIRPQGNRoP169fjhx9+0DlFICYmBiEhIYiOjjZ4usCGDRvw3nvvITY2Fj179kRMTAyqq6sBAN26dcPevXtx9OhRBAYGYvr06YiOjtb5ARSpqakYP348pkyZgr59++LcuXPIzMyEo6NjizWvWLECgwcPxjvvvIMRI0YgNDQUQUFBT5XD9OnTMW7cOEycOBEDBgzA9evXERsbq7NPTEwM/Pz8EBwcDCcnJ/z222+wsbFBbm4uPDw8MG7cOPTq1QtRUVG4d+8eOnTo8FQ1ERE1UYinOXGLiIiIiMhI8YguEREREZkkDrpEREREZJI46BIRERGRSeKgS0REREQmiYMuEREREZkkDrpEREREZJI46BIRERGRSeKgS0REREQmiYMuEREREZkkDrpEREREZJI46BIRERGRSfofTw7dCs2w7x4AAAAASUVORK5CYII=",
+      "text/plain": [
+       "<Figure size 800x800 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "mesh.refine_mesh();\n",
+    "mesh.plot_triangles();"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "22"
+      ]
+     },
+     "execution_count": 19,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "print(mesh.boundary_sides[0])\n",
+    "mesh.all_sides[mesh.boundary_sides[0]]\n",
+    "sorted([11,0])==sorted(mesh.all_sides[mesh.boundary_sides[0]])\n",
+    "len(mesh.boundary_side_types)\n"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "mude-base",
+   "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": "3.12.4"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/content/GA_2_1/utilities.py b/content/GA_2_1/utilities.py
index 4f4efe60..9f0674c3 100644
--- a/content/GA_2_1/utilities.py
+++ b/content/GA_2_1/utilities.py
@@ -60,6 +60,8 @@ class Mesh:
                                     flux[i] = constant*self.boundary_side_types[idx][1]
                                 else:
                                     print(f'WARNING: triangle {triangle_id}, boundary side {idx}, side ({side[0]}, {side[1]}) not found in any side libraries!')
+                # unknowns[time_step+1, triangle_id] = unknowns[time_step, triangle_id]
+                # SOLUTION:
                 unknowns[time_step+1, triangle_id] = phi + np.sum(flux)
         self.unknowns = unknowns
         self.Nt = Nt
diff --git a/src/teachers/GA_2_1/Analysis_solution.html b/src/teachers/GA_2_1/Analysis_solution.html
index dfd7e249..64cffce8 100644
--- a/src/teachers/GA_2_1/Analysis_solution.html
+++ b/src/teachers/GA_2_1/Analysis_solution.html
@@ -7550,8 +7550,7 @@ a.anchor-link {
 <h2 id="Part-1:-Using-Just-Your-Hands">Part 1: Using Just Your Hands<a class="anchor-link" href="#Part-1:-Using-Just-Your-Hands">¶</a></h2><p>The diffusion equation expressed in its reduced form is:</p>
 $$
 \frac{\partial \phi}{\partial t} = \nabla \cdot D \nabla \phi
-$$<p>Note that for triangle shape volumes, the change of rate</p>
-<p><strong>MISSING TEXT</strong></p>
+$$<p>Note that for triangle shape volumes, the fluxes are not necessarily directed in the $x$ direction. Rather, in the normal direction to the surfaces of each volume.</p>
 <p>Over the next tasks, you will write step by step its derivation.</p>
 </div>
 </div>
@@ -7797,19 +7796,6 @@ $$</p>
 </div>
 </div>
 </div>
-<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=e9d04cee">
-<div class="jp-Cell-inputWrapper" tabindex="0">
-<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
-</div>
-<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
-</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown">
-<div style="background-color:#ffa6a6; color: black; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px; width: 95%"><p>
-<p>for next one, did they see this in book?</p>
-</p></div>
-</div>
-</div>
-</div>
-</div>
 <div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=e4723ca1">
 <div class="jp-Cell-inputWrapper" tabindex="0">
 <div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
@@ -7819,7 +7805,7 @@ $$</p>
 <div style="background-color:#AABAB2; color: black; width: 95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px">
 <p>
 <b>Task 1.5</b>
-<p>The equation above describes volumes with interior sides. For a volume with the third side being an exterior one, modify the equation above to implement the following Neumann condition:</p>
+<p>The equation you derived above describes volumes with <b>three</b> interior sides. For a volume with <b>one</b> side being an exterior one, modify the equation above to implement the following Neumann condition (which replaces the discretized gradient term):</p>
 $$
 \frac{\partial \phi }{\partial n} = 10 [C^o/m]
 $$</p>
@@ -7865,7 +7851,7 @@ $$</p>
 </div>
 <div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
 </div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown">
-<h2 id="Part-3:-Implementation!">Part 3: Implementation!<a class="anchor-link" href="#Part-3:-Implementation!">¶</a></h2><p>Below, the coordinates of the triangles vertices that cover the domain of interest are defined. From there, using very similar functions as in your PA, key characteristics of the mesh and volumes are obtained.</p>
+<h2 id="Part-2:-Implementation!">Part 2: Implementation!<a class="anchor-link" href="#Part-2:-Implementation!">¶</a></h2><p>Below, the coordinates of the triangles vertices that cover the domain of interest are defined. From there, using very similar functions as in your PA, key characteristics of the mesh and volumes are obtained.</p>
 </div>
 </div>
 </div>
@@ -7890,7 +7876,7 @@ $$</p>
 <div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
 </div>
 <div class="jp-InputArea jp-Cell-inputArea">
-<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [32]:</div>
+<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [2]:</div>
 <div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
 <div class="cm-editor cm-s-jupyter">
 <div class="highlight hl-ipython3"><pre><span></span><span class="n">length</span> <span class="o">=</span> <span class="mi">10</span>
@@ -8070,7 +8056,7 @@ $$</p>
 <div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
 </div>
 <div class="jp-InputArea jp-Cell-inputArea">
-<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [33]:</div>
+<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [3]:</div>
 <div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
 <div class="cm-editor cm-s-jupyter">
 <div class="highlight hl-ipython3"><pre><span></span><span class="n">mesh</span><span class="o">.</span><span class="n">plot_triangles</span><span class="p">(</span><span class="n">triangle_id</span><span class="o">=</span><span class="mi">4</span><span class="p">);</span>
@@ -8122,10 +8108,10 @@ $$</p>
 <div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
 </div>
 <div class="jp-InputArea jp-Cell-inputArea">
-<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [34]:</div>
+<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [4]:</div>
 <div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
 <div class="cm-editor cm-s-jupyter">
-<div class="highlight hl-ipython3"><pre><span></span><span class="n">mesh</span><span class="o">.</span><span class="n">solve</span><span class="p">(</span><span class="mi">20</span><span class="p">,</span> <span class="mi">1000</span><span class="p">,</span> <span class="mi">50</span><span class="p">)</span>
+<div class="highlight hl-ipython3"><pre><span></span><span class="n">mesh</span><span class="o">.</span><span class="n">solve</span><span class="p">(</span><span class="mi">20</span><span class="p">,</span> <span class="mi">100</span><span class="p">,</span> <span class="mi">50</span><span class="p">)</span>
 <span class="n">mesh</span><span class="o">.</span><span class="n">plot_triangles</span><span class="p">(</span><span class="n">fill_color</span><span class="o">=</span><span class="s1">'unknowns'</span><span class="p">,</span>
                     <span class="n">show_labels</span><span class="o">=</span><span class="kc">False</span><span class="p">);</span>
 </pre></div>
@@ -8141,7 +8127,7 @@ $$</p>
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 <pre>Solving complete!
-  t_final = 20, Nt = 1000, D = 50
+  t_final = 20, Nt = 100, D = 50
 NOTE: min value color scale adjusted below min initial value
 </pre>
 </div>
@@ -8149,7 +8135,26 @@ NOTE: min value color scale adjusted below min initial value
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-<img alt="No description has been provided for this image" class="" 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"/>
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"/>
+</div>
+</div>
+</div>
+</div>
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=20182ea5">
+<div class="jp-Cell-inputWrapper" tabindex="0">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown">
+<div style="background-color:#AABAB2; color: black; width: 95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px">
+<p>
+<b>Task 2.5</b>
+<p><strong>What's going on?!</strong>.</p>
+<p>It turns out we screwed up! In the massive file utilities.py, there is one line of code that needs to be fixed in order to solve this problem.</p>
+<p>The first group to find the solution, will win a prize!</p>
+<p><em>Hint: it's not in the plotting method.</em></p>
+</p>
 </div>
 </div>
 </div>
@@ -8176,7 +8181,7 @@ NOTE: min value color scale adjusted below min initial value
 <div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
 </div>
 <div class="jp-InputArea jp-Cell-inputArea">
-<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [35]:</div>
+<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [5]:</div>
 <div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
 <div class="cm-editor cm-s-jupyter">
 <div class="highlight hl-ipython3"><pre><span></span><span class="n">mesh</span><span class="o">.</span><span class="n">refine_mesh</span><span class="p">();</span>
@@ -8205,7 +8210,7 @@ Refinement complete...final status:
   triangles:    36
   sides:        65
   side length:  5.0
-Time taken for refinement: 0.201275 seconds
+Time taken for refinement: 0.178050 seconds
 </pre>
 </div>
 </div>
@@ -8239,10 +8244,10 @@ Time taken for refinement: 0.201275 seconds
 <div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
 </div>
 <div class="jp-InputArea jp-Cell-inputArea">
-<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [36]:</div>
+<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [Ă‚ ]:</div>
 <div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
 <div class="cm-editor cm-s-jupyter">
-<div class="highlight hl-ipython3"><pre><span></span><span class="n">mesh</span><span class="o">.</span><span class="n">solve</span><span class="p">(</span><span class="mi">20</span><span class="p">,</span> <span class="mi">1000</span><span class="p">,</span> <span class="mi">50</span><span class="p">)</span>
+<div class="highlight hl-ipython3"><pre><span></span><span class="n">mesh</span><span class="o">.</span><span class="n">solve</span><span class="p">(</span><span class="mi">20</span><span class="p">,</span> <span class="mi">100</span><span class="p">,</span> <span class="mi">50</span><span class="p">)</span>
 <span class="n">mesh</span><span class="o">.</span><span class="n">plot_triangles</span><span class="p">(</span><span class="n">fill_color</span><span class="o">=</span><span class="s1">'unknowns'</span><span class="p">,</span>
                     <span class="n">show_labels</span><span class="o">=</span><span class="kc">False</span><span class="p">);</span>
 </pre></div>
@@ -8258,7 +8263,7 @@ Time taken for refinement: 0.201275 seconds
 <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
 <div class="jp-RenderedText jp-OutputArea-output" data-mime-type="text/plain" tabindex="0">
 <pre>Solving complete!
-  t_final = 20, Nt = 1000, D = 50
+  t_final = 20, Nt = 100, D = 50
 NOTE: min value color scale adjusted below min initial value
 </pre>
 </div>
@@ -8266,33 +8271,40 @@ NOTE: min value color scale adjusted below min initial value
 <div class="jp-OutputArea-child">
 <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
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-<img alt="No description has been provided for this image" class="" 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"/>
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+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=4b136b02">
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-<p>Write your answer here.</p>
+<div style="background-color:#AABAB2; color: black; width: 95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px">
+<p>
+<b>Task 2.5</b>
+<p><strong>Broken again?!</strong></p>
+<p>The solution for the refined mesh did not work---this time it is not a problem with the code, but another issue. See if you can make some adjustments and fix the solution!</p>
+<p>Note that you will be asked about stability in the Report, so you might as well calculate this and record the values now.</p>
+<p><em>Tip: even though the mesh has smaller volumes, the solution should look similar to the previous (unrefined) mesh.</em></p>
+</p>
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-<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
-</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown">
-<div style="background-color:#FAE99E; color: black; width: 95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px">
-<p>
-<b>Solution</b>
-</p>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [10]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+<div class="cm-editor cm-s-jupyter">
+<div class="highlight hl-ipython3"><pre><span></span><span class="c1"># change Nt from 100 to 1000 and it will work</span>
+</pre></div>
 </div>
 </div>
 </div>
@@ -8330,7 +8342,7 @@ NOTE: min value color scale adjusted below min initial value
 <div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
 </div>
 <div class="jp-InputArea jp-Cell-inputArea">
-<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [Ă‚ ]:</div>
+<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [7]:</div>
 <div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
 <div class="cm-editor cm-s-jupyter">
 <div class="highlight hl-ipython3"><pre><span></span><span class="n">x_v1</span> <span class="o">=</span> <span class="p">[</span> <span class="mi">0</span> <span class="p">,</span> <span class="mi">0</span> <span class="p">,</span> <span class="mi">1</span> <span class="p">]</span>
@@ -8391,7 +8403,7 @@ NOTE: min value color scale adjusted below min initial value
 <div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
 </div>
 <div class="jp-InputArea jp-Cell-inputArea">
-<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [Ă‚ ]:</div>
+<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [8]:</div>
 <div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
 <div class="cm-editor cm-s-jupyter">
 <div class="highlight hl-ipython3"><pre><span></span><span class="n">x_v1</span> <span class="o">=</span> <span class="p">[</span> <span class="mi">0</span> <span class="p">,</span> <span class="mi">0</span> <span class="p">,</span> <span class="mi">1</span> <span class="p">]</span>
@@ -8478,7 +8490,7 @@ NOTE: min value color scale adjusted below min initial value
 <div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
 </div>
 <div class="jp-InputArea jp-Cell-inputArea">
-<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [Ă‚ ]:</div>
+<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [9]:</div>
 <div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
 <div class="cm-editor cm-s-jupyter">
 <div class="highlight hl-ipython3"><pre><span></span><span class="n">x_v1</span> <span class="o">=</span> <span class="p">[</span> <span class="mi">0</span> <span class="p">,</span> <span class="mi">0</span> <span class="p">,</span> <span class="mi">1</span> <span class="p">]</span>
@@ -8511,15 +8523,18 @@ NOTE: min value color scale adjusted below min initial value
 <div class="jp-OutputArea jp-Cell-outputArea">
 <div class="jp-OutputArea-child">
 <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
-<div class="jp-RenderedText jp-OutputArea-output" data-mime-type="text/plain" tabindex="0">
-<pre>[0.3333333333333333, 0.3333333333333333]
-</pre>
-</div>
-</div>
-<div class="jp-OutputArea-child">
-<div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
-<div class="jp-RenderedImage jp-OutputArea-output" tabindex="0">
-<img alt="No description has been provided for this image" class="" 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"/>
+<div class="jp-RenderedText jp-OutputArea-output" data-mime-type="application/vnd.jupyter.stderr" tabindex="0">
+<pre>
+<span class="ansi-red-intense-fg ansi-bold">---------------------------------------------------------------------------</span>
+<span class="ansi-red-intense-fg ansi-bold">NameError</span>                                 Traceback (most recent call last)
+Cell <span class="ansi-green-intense-fg ansi-bold">In[9], line 12</span>
+<span class="ansi-green-fg">      9</span> centroid_1 <span style="color: rgb(98,98,98)">=</span> [np<span style="color: rgb(98,98,98)">.</span>sum(x_v1)<span style="color: rgb(98,98,98)">/</span><span style="color: rgb(98,98,98)">3</span>,np<span style="color: rgb(98,98,98)">.</span>sum(y_v1)<span style="color: rgb(98,98,98)">/</span><span style="color: rgb(98,98,98)">3</span>]
+<span class="ansi-green-fg">     10</span> centroid_2 <span style="color: rgb(98,98,98)">=</span> [np<span style="color: rgb(98,98,98)">.</span>sum(x_v2)<span style="color: rgb(98,98,98)">/</span><span style="color: rgb(98,98,98)">3</span>,np<span style="color: rgb(98,98,98)">.</span>sum(y_v2)<span style="color: rgb(98,98,98)">/</span><span style="color: rgb(98,98,98)">3</span>]
+<span class="ansi-green-intense-fg ansi-bold">---&gt; 12</span> <span style="color: rgb(0,135,0)">print</span>(centroid)
+<span class="ansi-green-fg">     13</span> plt<span style="color: rgb(98,98,98)">.</span>scatter(centroid_1[<span style="color: rgb(98,98,98)">0</span>], centroid_1[<span style="color: rgb(98,98,98)">1</span>])
+<span class="ansi-green-fg">     14</span> plt<span style="color: rgb(98,98,98)">.</span>scatter(centroid_2[<span style="color: rgb(98,98,98)">0</span>], centroid_2[<span style="color: rgb(98,98,98)">1</span>])
+
+<span class="ansi-red-intense-fg ansi-bold">NameError</span>: name 'centroid' is not defined</pre>
 </div>
 </div>
 </div>
diff --git a/src/teachers/GA_2_1/Report_solution.html b/src/teachers/GA_2_1/Report_solution.html
index de25b9b1..a42fa239 100644
--- a/src/teachers/GA_2_1/Report_solution.html
+++ b/src/teachers/GA_2_1/Report_solution.html
@@ -373,23 +373,21 @@ code {
 <p><em>Write your answer here.</em></p>
 <p>ANSWER: SEE SOLUTION NOTEBOOK</p>
 <p><strong>Question 2</strong></p>
+<p>Given that in FVM the diffusion is computed as fluxes at the surfaces, what do you need to do in order to represent a Neumann boundary condition in the algebraic equation?</p>
+<p><em>For FVM, a Neumann Boundary Condition is implemented directly by identifying the side of the volume that is a boundary and replacing this contribution in the previous algebraic equation.</em></p>
+<p><strong>Question 3</strong></p>
 <p>Consider the <code>solve</code> method of the class <code>Mesh</code> and write an explanation about how the FVM is solved. Mention specifically how the time and space discretization is executed; mention specifically how the algorithm is <em>different</em> compared to the finite difference approach (for the spatial integration). Use excerpts from the code to illustrate your answer here (example syntax is provided below).</p>
 <p><em>Write your answer here.</em></p>
 <p>Example code block:</p>
 <pre class="hljs"><code><div>include relevant code in your answer!
 </div></code></pre>
 <p><em>You should adjust the tabs/margins and shorten things in order to focus on the key parts of the algorithm.</em></p>
-<p><strong>Question 3</strong></p>
-<p>Given that in FVM the diffusion is computed as fluxes at the surfaces, what do you need to do in order to implement a Neumann boundary condition?</p>
-<p><em>For FVM, a Neumann Boundary Condition is implemented directly by identifying the side of the volume that is a boundary and replacing this contribution in the previous algebraic equation.</em></p>
+<p>Note that instead of looping over x and y we loop over triangles. then pretty much everything is constant because the triangles are equilateral and equal size (and orthogonal).</p>
 <p><strong>Question 4</strong></p>
-<p>SOMETHING ABOUT RUNNING THE ANALYSES AND FINDING STABILITY LIMITS. MAKE A MARKDOWN TABLE TO SUMMARIZE SEVERAL VALUES OF TRIANGLES SIZES AS WELL AS INITIAL CONDITIONS AND BOUNDARY CONDITIONS.</p>
+<p>At the end of Part 2 you refined the mesh and saw that the original values for the time integration resulted in an unstable solution. Run the analysis a few more times and see if you can properly describe the situation. Use specific results from your experiments (summarized in a Markdown table), as well as the stability criteria presented in the book to provide your explanation.</p>
 <p><em>Write your answer here</em></p>
+<p>Something about size of the triangles, time step size and should also involve the diffusivity coefficient. Markdown table should show a clear break from stable to unstable.</p>
 <p><strong>Question 5</strong></p>
-<p><em>Write your answer here</em></p>
-<p><strong>Question 6</strong></p>
-<p><em>Write your answer here</em></p>
-<p><strong>Question 7</strong></p>
 <p>Computations in meshes with non-equilateral triangles have added error sources that would need to be corrected to have an accurate solution. What is the impact the approach you implemented for the cases of Task 3.2, 3.3 3.4?</p>
 <p><em>Write your answer here</em>
 <em>Task 3.2</em>
diff --git a/src/teachers/GA_2_1/mesh_tips.html b/src/teachers/GA_2_1/mesh_tips.html
new file mode 100644
index 00000000..097647c5
--- /dev/null
+++ b/src/teachers/GA_2_1/mesh_tips.html
@@ -0,0 +1,8107 @@
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+
+.lm-TabBar.lm-mod-dragging[data-orientation='horizontal'] .lm-TabBar-tab {
+  left: 0;
+  transition: left 150ms ease;
+}
+
+.lm-TabBar.lm-mod-dragging[data-orientation='vertical'] .lm-TabBar-tab {
+  top: 0;
+  transition: top 150ms ease;
+}
+
+.lm-TabBar.lm-mod-dragging .lm-TabBar-tab.lm-mod-dragging {
+  transition: none;
+}
+
+.lm-TabBar-tabLabel .lm-TabBar-tabInput {
+  user-select: all;
+  width: 100%;
+  box-sizing: border-box;
+  background: inherit;
+}
+
+/*
+ * Copyright (c) Jupyter Development Team.
+ * Distributed under the terms of the Modified BSD License.
+ */
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+.lm-TabPanel-tabBar {
+  z-index: 1;
+}
+
+.lm-TabPanel-stackedPanel {
+  z-index: 0;
+}
+
+/*
+ * Copyright (c) Jupyter Development Team.
+ * Distributed under the terms of the Modified BSD License.
+ */
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-Collapse {
+  display: flex;
+  flex-direction: column;
+  align-items: stretch;
+}
+
+.jp-Collapse-header {
+  padding: 1px 12px;
+  background-color: var(--jp-layout-color1);
+  border-bottom: solid var(--jp-border-width) var(--jp-border-color2);
+  color: var(--jp-ui-font-color1);
+  cursor: pointer;
+  display: flex;
+  align-items: center;
+  font-size: var(--jp-ui-font-size0);
+  font-weight: 600;
+  text-transform: uppercase;
+  user-select: none;
+}
+
+.jp-Collapser-icon {
+  height: 16px;
+}
+
+.jp-Collapse-header-collapsed .jp-Collapser-icon {
+  transform: rotate(-90deg);
+  margin: auto 0;
+}
+
+.jp-Collapser-title {
+  line-height: 25px;
+}
+
+.jp-Collapse-contents {
+  padding: 0 12px;
+  background-color: var(--jp-layout-color1);
+  color: var(--jp-ui-font-color1);
+  overflow: auto;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/* This file was auto-generated by ensureUiComponents() in @jupyterlab/buildutils */
+
+/**
+ * (DEPRECATED) Support for consuming icons as CSS background images
+ */
+
+/* Icons urls */
+
+:root {
+  --jp-icon-add-above: url(data:image/svg+xml;base64,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);
+  --jp-icon-add-below: url(data:image/svg+xml;base64,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);
+  --jp-icon-add: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTE5IDEzaC02djZoLTJ2LTZINXYtMmg2VjVoMnY2aDZ2MnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-bell: url(data:image/svg+xml;base64,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);
+  --jp-icon-bug-dot: url(data:image/svg+xml;base64,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);
+  --jp-icon-bug: url(data:image/svg+xml;base64,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);
+  --jp-icon-build: url(data:image/svg+xml;base64,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);
+  --jp-icon-caret-down-empty-thin: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIwIDIwIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwb2x5Z29uIGNsYXNzPSJzdDEiIHBvaW50cz0iOS45LDEzLjYgMy42LDcuNCA0LjQsNi42IDkuOSwxMi4yIDE1LjQsNi43IDE2LjEsNy40ICIvPgoJPC9nPgo8L3N2Zz4K);
+  --jp-icon-caret-down-empty: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiIHNoYXBlLXJlbmRlcmluZz0iZ2VvbWV0cmljUHJlY2lzaW9uIj4KICAgIDxwYXRoIGQ9Ik01LjIsNS45TDksOS43bDMuOC0zLjhsMS4yLDEuMmwtNC45LDVsLTQuOS01TDUuMiw1Ljl6Ii8+CiAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-caret-down: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiIHNoYXBlLXJlbmRlcmluZz0iZ2VvbWV0cmljUHJlY2lzaW9uIj4KICAgIDxwYXRoIGQ9Ik01LjIsNy41TDksMTEuMmwzLjgtMy44SDUuMnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-caret-left: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwYXRoIGQ9Ik0xMC44LDEyLjhMNy4xLDlsMy44LTMuOGwwLDcuNkgxMC44eiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-caret-right: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiIHNoYXBlLXJlbmRlcmluZz0iZ2VvbWV0cmljUHJlY2lzaW9uIj4KICAgIDxwYXRoIGQ9Ik03LjIsNS4yTDEwLjksOWwtMy44LDMuOFY1LjJINy4yeiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-caret-up-empty-thin: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIwIDIwIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwb2x5Z29uIGNsYXNzPSJzdDEiIHBvaW50cz0iMTUuNCwxMy4zIDkuOSw3LjcgNC40LDEzLjIgMy42LDEyLjUgOS45LDYuMyAxNi4xLDEyLjYgIi8+Cgk8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-caret-up: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwYXRoIGQ9Ik01LjIsMTAuNUw5LDYuOGwzLjgsMy44SDUuMnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-case-sensitive: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIwIDIwIj4KICA8ZyBjbGFzcz0ianAtaWNvbjIiIGZpbGw9IiM0MTQxNDEiPgogICAgPHJlY3QgeD0iMiIgeT0iMiIgd2lkdGg9IjE2IiBoZWlnaHQ9IjE2Ii8+CiAgPC9nPgogIDxnIGNsYXNzPSJqcC1pY29uLWFjY2VudDIiIGZpbGw9IiNGRkYiPgogICAgPHBhdGggZD0iTTcuNiw4aDAuOWwzLjUsOGgtMS4xTDEwLDE0SDZsLTAuOSwySDRMNy42LDh6IE04LDkuMUw2LjQsMTNoMy4yTDgsOS4xeiIvPgogICAgPHBhdGggZD0iTTE2LjYsOS44Yy0wLjIsMC4xLTAuNCwwLjEtMC43LDAuMWMtMC4yLDAtMC40LTAuMS0wLjYtMC4yYy0wLjEtMC4xLTAuMi0wLjQtMC4yLTAuNyBjLTAuMywwLjMtMC42LDAuNS0wLjksMC43Yy0wLjMsMC4xLTAuNywwLjItMS4xLDAuMmMtMC4zLDAtMC41LDAtMC43LTAuMWMtMC4yLTAuMS0wLjQtMC4yLTAuNi0wLjNjLTAuMi0wLjEtMC4zLTAuMy0wLjQtMC41IGMtMC4xLTAuMi0wLjEtMC40LTAuMS0wLjdjMC0wLjMsMC4xLTAuNiwwLjItMC44YzAuMS0wLjIsMC4zLTAuNCwwLjQtMC41QzEyLDcsMTIuMiw2LjksMTIuNSw2LjhjMC4yLTAuMSwwLjUtMC4xLDAuNy0wLjIgYzAuMy0wLjEsMC41LTAuMSwwLjctMC4xYzAuMiwwLDAuNC0wLjEsMC42LTAuMWMwLjIsMCwwLjMtMC4xLDAuNC0wLjJjMC4xLTAuMSwwLjItMC4yLDAuMi0wLjRjMC0xLTEuMS0xLTEuMy0xIGMtMC40LDAtMS40LDAtMS40LDEuMmgtMC45YzAtMC40LDAuMS0wLjcsMC4yLTFjMC4xLTAuMiwwLjMtMC40LDAuNS0wLjZjMC4yLTAuMiwwLjUtMC4zLDAuOC0wLjNDMTMuMyw0LDEzLjYsNCwxMy45LDQgYzAuMywwLDAuNSwwLDAuOCwwLjFjMC4zLDAsMC41LDAuMSwwLjcsMC4yYzAuMiwwLjEsMC40LDAuMywwLjUsMC41QzE2LDUsMTYsNS4yLDE2LDUuNnYyLjljMCwwLjIsMCwwLjQsMCwwLjUgYzAsMC4xLDAuMSwwLjIsMC4zLDAuMmMwLjEsMCwwLjIsMCwwLjMsMFY5Ljh6IE0xNS4yLDYuOWMtMS4yLDAuNi0zLjEsMC4yLTMuMSwxLjRjMCwxLjQsMy4xLDEsMy4xLTAuNVY2Ljl6Ii8+CiAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-check: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIj4KICAgIDxwYXRoIGQ9Ik05IDE2LjE3TDQuODMgMTJsLTEuNDIgMS40MUw5IDE5IDIxIDdsLTEuNDEtMS40MXoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-circle-empty: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEyIDJDNi40NyAyIDIgNi40NyAyIDEyczQuNDcgMTAgMTAgMTAgMTAtNC40NyAxMC0xMFMxNy41MyAyIDEyIDJ6bTAgMThjLTQuNDEgMC04LTMuNTktOC04czMuNTktOCA4LTggOCAzLjU5IDggOC0zLjU5IDgtOCA4eiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-circle: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMTggMTgiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPGNpcmNsZSBjeD0iOSIgY3k9IjkiIHI9IjgiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-clear: url(data:image/svg+xml;base64,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);
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+  --jp-icon-code-check: url(data:image/svg+xml;base64,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);
+  --jp-icon-code: url(data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMjIiIGhlaWdodD0iMjIiIHZpZXdCb3g9IjAgMCAyOCAyOCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CgkJPHBhdGggZD0iTTExLjQgMTguNkw2LjggMTRMMTEuNCA5LjRMMTAgOEw0IDE0TDEwIDIwTDExLjQgMTguNlpNMTYuNiAxOC42TDIxLjIgMTRMMTYuNiA5LjRMMTggOEwyNCAxNEwxOCAyMEwxNi42IDE4LjZWMTguNloiLz4KCTwvZz4KPC9zdmc+Cg==);
+  --jp-icon-collapse-all: url(data:image/svg+xml;base64,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);
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+  --jp-icon-ellipses: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPGNpcmNsZSBjeD0iNSIgY3k9IjEyIiByPSIyIi8+CiAgICA8Y2lyY2xlIGN4PSIxMiIgY3k9IjEyIiByPSIyIi8+CiAgICA8Y2lyY2xlIGN4PSIxOSIgY3k9IjEyIiByPSIyIi8+CiAgPC9nPgo8L3N2Zz4K);
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+  --jp-icon-expand-all: url(data:image/svg+xml;base64,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);
+  --jp-icon-extension: url(data:image/svg+xml;base64,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);
+  --jp-icon-fast-forward: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIyNCIgaGVpZ2h0PSIyNCIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTQgMThsOC41LTZMNCA2djEyem05LTEydjEybDguNS02TDEzIDZ6Ii8+CiAgICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-file-upload: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTkgMTZoNnYtNmg0bC03LTctNyA3aDR6bS00IDJoMTR2Mkg1eiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-file: url(data:image/svg+xml;base64,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);
+  --jp-icon-filter-dot: url(data:image/svg+xml;base64,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);
+  --jp-icon-filter-list: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEwIDE4aDR2LTJoLTR2MnpNMyA2djJoMThWNkgzem0zIDdoMTJ2LTJINnYyeiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-filter: url(data:image/svg+xml;base64,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);
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+  --jp-icon-home: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIGhlaWdodD0iMjRweCIgdmlld0JveD0iMCAwIDI0IDI0IiB3aWR0aD0iMjRweCIgZmlsbD0iIzAwMDAwMCI+CiAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPjxwYXRoIGNsYXNzPSJqcC1pY29uMyBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiM2MTYxNjEiIGQ9Ik0xMCAyMHYtNmg0djZoNXYtOGgzTDEyIDMgMiAxMmgzdjh6Ii8+Cjwvc3ZnPgo=);
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+  --jp-icon-info: url(data:image/svg+xml;base64,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);
+  --jp-icon-inspector: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaW5zcGVjdG9yLWljb24tY29sb3IganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMjAgNEg0Yy0xLjEgMC0xLjk5LjktMS45OSAyTDIgMThjMCAxLjEuOSAyIDIgMmgxNmMxLjEgMCAyLS45IDItMlY2YzAtMS4xLS45LTItMi0yem0tNSAxNEg0di00aDExdjR6bTAtNUg0VjloMTF2NHptNSA1aC00VjloNHY5eiIvPgo8L3N2Zz4K);
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+  --jp-icon-kernel: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxwYXRoIGNsYXNzPSJqcC1pY29uMiIgZmlsbD0iIzYxNjE2MSIgZD0iTTE1IDlIOXY2aDZWOXptLTIgNGgtMnYtMmgydjJ6bTgtMlY5aC0yVjdjMC0xLjEtLjktMi0yLTJoLTJWM2gtMnYyaC0yVjNIOXYySDdjLTEuMSAwLTIgLjktMiAydjJIM3YyaDJ2MkgzdjJoMnYyYzAgMS4xLjkgMiAyIDJoMnYyaDJ2LTJoMnYyaDJ2LTJoMmMxLjEgMCAyLS45IDItMnYtMmgydi0yaC0ydi0yaDJ6bS00IDZIN1Y3aDEwdjEweiIvPgo8L3N2Zz4K);
+  --jp-icon-keyboard: url(data:image/svg+xml;base64,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);
+  --jp-icon-launch: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMzIgMzIiIHdpZHRoPSIzMiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIj4KICAgIDxwYXRoIGQ9Ik0yNiwyOEg2YTIuMDAyNywyLjAwMjcsMCwwLDEtMi0yVjZBMi4wMDI3LDIuMDAyNywwLDAsMSw2LDRIMTZWNkg2VjI2SDI2VjE2aDJWMjZBMi4wMDI3LDIuMDAyNywwLDAsMSwyNiwyOFoiLz4KICAgIDxwb2x5Z29uIHBvaW50cz0iMjAgMiAyMCA0IDI2LjU4NiA0IDE4IDEyLjU4NiAxOS40MTQgMTQgMjggNS40MTQgMjggMTIgMzAgMTIgMzAgMiAyMCAyIi8+CiAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-launcher: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMTkgMTlINVY1aDdWM0g1YTIgMiAwIDAwLTIgMnYxNGEyIDIgMCAwMDIgMmgxNGMxLjEgMCAyLS45IDItMnYtN2gtMnY3ek0xNCAzdjJoMy41OWwtOS44MyA5LjgzIDEuNDEgMS40MUwxOSA2LjQxVjEwaDJWM2gtN3oiLz4KPC9zdmc+Cg==);
+  --jp-icon-line-form: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxwYXRoIGZpbGw9IndoaXRlIiBkPSJNNS44OCA0LjEyTDEzLjc2IDEybC03Ljg4IDcuODhMOCAyMmwxMC0xMEw4IDJ6Ii8+Cjwvc3ZnPgo=);
+  --jp-icon-link: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTMuOSAxMmMwLTEuNzEgMS4zOS0zLjEgMy4xLTMuMWg0VjdIN2MtMi43NiAwLTUgMi4yNC01IDVzMi4yNCA1IDUgNWg0di0xLjlIN2MtMS43MSAwLTMuMS0xLjM5LTMuMS0zLjF6TTggMTNoOHYtMkg4djJ6bTktNmgtNHYxLjloNGMxLjcxIDAgMy4xIDEuMzkgMy4xIDMuMXMtMS4zOSAzLjEtMy4xIDMuMWgtNFYxN2g0YzIuNzYgMCA1LTIuMjQgNS01cy0yLjI0LTUtNS01eiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-list: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxwYXRoIGNsYXNzPSJqcC1pY29uMiBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiM2MTYxNjEiIGQ9Ik0xOSA1djE0SDVWNWgxNG0xLjEtMkgzLjljLS41IDAtLjkuNC0uOS45djE2LjJjMCAuNC40LjkuOS45aDE2LjJjLjQgMCAuOS0uNS45LS45VjMuOWMwLS41LS41LS45LS45LS45ek0xMSA3aDZ2MmgtNlY3em0wIDRoNnYyaC02di0yem0wIDRoNnYyaC02ek03IDdoMnYySDd6bTAgNGgydjJIN3ptMCA0aDJ2Mkg3eiIvPgo8L3N2Zz4K);
+  --jp-icon-markdown: url(data:image/svg+xml;base64,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);
+  --jp-icon-move-down: url(data:image/svg+xml;base64,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);
+  --jp-icon-move-up: url(data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMTQiIGhlaWdodD0iMTQiIHZpZXdCb3g9IjAgMCAxNCAxNCIgZmlsbD0ibm9uZSIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KPHBhdGggY2xhc3M9ImpwLWljb24zIiBkPSJNMS41Mjg5OSA2LjQ3MTAxQzEuMjM2ODQgNi43NjMxNiAxLjIzNjg0IDcuMjM2ODQgMS41Mjg5OSA3LjUyODk5VjcuNTI4OTlDMS44MjA5NSA3LjgyMDk1IDIuMjk0MjYgNy44MjExNiAyLjU4NjQ5IDcuNTI5NDZMNi4yNSAzLjg3MjVWMTIuMjVDNi4yNSAxMi42NjQyIDYuNTg1NzkgMTMgNyAxM1YxM0M3LjQxNDIxIDEzIDcuNzUgMTIuNjY0MiA3Ljc1IDEyLjI1VjMuODcyNUwxMS40MDI3IDcuNTMxNzhDMTEuNjk2NiA3LjgyNjE5IDEyLjE3MzYgNy44MjY0MSAxMi40Njc3IDcuNTMyMjZWNy41MzIyNkMxMi43NjE3IDcuMjM4MyAxMi43NjE3IDYuNzYxNyAxMi40Njc3IDYuNDY3NzRMNy43MDcxMSAxLjcwNzExQzcuMzE2NTggMS4zMTY1OCA2LjY4MzQyIDEuMzE2NTggNi4yOTI4OSAxLjcwNzExTDEuNTI4OTkgNi40NzEwMVoiIGZpbGw9IiM2MTYxNjEiLz4KPC9zdmc+Cg==);
+  --jp-icon-new-folder: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTIwIDZoLThsLTItMkg0Yy0xLjExIDAtMS45OS44OS0xLjk5IDJMMiAxOGMwIDEuMTEuODkgMiAyIDJoMTZjMS4xMSAwIDItLjg5IDItMlY4YzAtMS4xMS0uODktMi0yLTJ6bS0xIDhoLTN2M2gtMnYtM2gtM3YtMmgzVjloMnYzaDN2MnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-not-trusted: url(data:image/svg+xml;base64,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);
+  --jp-icon-notebook: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8ZyBjbGFzcz0ianAtbm90ZWJvb2staWNvbi1jb2xvciBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiNFRjZDMDAiPgogICAgPHBhdGggZD0iTTE4LjcgMy4zdjE1LjRIMy4zVjMuM2gxNS40bTEuNS0xLjVIMS44djE4LjNoMTguM2wuMS0xOC4zeiIvPgogICAgPHBhdGggZD0iTTE2LjUgMTYuNWwtNS40LTQuMy01LjYgNC4zdi0xMWgxMXoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-numbering: url(data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMjIiIGhlaWdodD0iMjIiIHZpZXdCb3g9IjAgMCAyOCAyOCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CgkJPHBhdGggZD0iTTQgMTlINlYxOS41SDVWMjAuNUg2VjIxSDRWMjJIN1YxOEg0VjE5Wk01IDEwSDZWNkg0VjdINVYxMFpNNCAxM0g1LjhMNCAxNS4xVjE2SDdWMTVINS4yTDcgMTIuOVYxMkg0VjEzWk05IDdWOUgyM1Y3SDlaTTkgMjFIMjNWMTlIOVYyMVpNOSAxNUgyM1YxM0g5VjE1WiIvPgoJPC9nPgo8L3N2Zz4K);
+  --jp-icon-offline-bolt: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHZpZXdCb3g9IjAgMCAyNCAyNCIgd2lkdGg9IjE2Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEyIDIuMDJjLTUuNTEgMC05Ljk4IDQuNDctOS45OCA5Ljk4czQuNDcgOS45OCA5Ljk4IDkuOTggOS45OC00LjQ3IDkuOTgtOS45OFMxNy41MSAyLjAyIDEyIDIuMDJ6TTExLjQ4IDIwdi02LjI2SDhMMTMgNHY2LjI2aDMuMzVMMTEuNDggMjB6Ii8+CiAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-palette: url(data:image/svg+xml;base64,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);
+  --jp-icon-paste: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTE5IDJoLTQuMThDMTQuNC44NCAxMy4zIDAgMTIgMGMtMS4zIDAtMi40Ljg0LTIuODIgMkg1Yy0xLjEgMC0yIC45LTIgMnYxNmMwIDEuMS45IDIgMiAyaDE0YzEuMSAwIDItLjkgMi0yVjRjMC0xLjEtLjktMi0yLTJ6bS03IDBjLjU1IDAgMSAuNDUgMSAxcy0uNDUgMS0xIDEtMS0uNDUtMS0xIC40NS0xIDEtMXptNyAxOEg1VjRoMnYzaDEwVjRoMnYxNnoiLz4KICAgIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-pdf: url(data:image/svg+xml;base64,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);
+  --jp-icon-python: url(data:image/svg+xml;base64,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);
+  --jp-icon-r-kernel: url(data:image/svg+xml;base64,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);
+  --jp-icon-react: url(data:image/svg+xml;base64,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);
+  --jp-icon-redo: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIGhlaWdodD0iMjQiIHZpZXdCb3g9IjAgMCAyNCAyNCIgd2lkdGg9IjE2Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgICA8cGF0aCBkPSJNMCAwaDI0djI0SDB6IiBmaWxsPSJub25lIi8+PHBhdGggZD0iTTE4LjQgMTAuNkMxNi41NSA4Ljk5IDE0LjE1IDggMTEuNSA4Yy00LjY1IDAtOC41OCAzLjAzLTkuOTYgNy4yMkwzLjkgMTZjMS4wNS0zLjE5IDQuMDUtNS41IDcuNi01LjUgMS45NSAwIDMuNzMuNzIgNS4xMiAxLjg4TDEzIDE2aDlWN2wtMy42IDMuNnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-refresh: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTkgMTMuNWMtMi40OSAwLTQuNS0yLjAxLTQuNS00LjVTNi41MSA0LjUgOSA0LjVjMS4yNCAwIDIuMzYuNTIgMy4xNyAxLjMzTDEwIDhoNVYzbC0xLjc2IDEuNzZDMTIuMTUgMy42OCAxMC42NiAzIDkgMyA1LjY5IDMgMy4wMSA1LjY5IDMuMDEgOVM1LjY5IDE1IDkgMTVjMi45NyAwIDUuNDMtMi4xNiA1LjktNWgtMS41MmMtLjQ2IDItMi4yNCAzLjUtNC4zOCAzLjV6Ii8+CiAgICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-regex: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIwIDIwIj4KICA8ZyBjbGFzcz0ianAtaWNvbjIiIGZpbGw9IiM0MTQxNDEiPgogICAgPHJlY3QgeD0iMiIgeT0iMiIgd2lkdGg9IjE2IiBoZWlnaHQ9IjE2Ii8+CiAgPC9nPgoKICA8ZyBjbGFzcz0ianAtaWNvbi1hY2NlbnQyIiBmaWxsPSIjRkZGIj4KICAgIDxjaXJjbGUgY2xhc3M9InN0MiIgY3g9IjUuNSIgY3k9IjE0LjUiIHI9IjEuNSIvPgogICAgPHJlY3QgeD0iMTIiIHk9IjQiIGNsYXNzPSJzdDIiIHdpZHRoPSIxIiBoZWlnaHQ9IjgiLz4KICAgIDxyZWN0IHg9IjguNSIgeT0iNy41IiB0cmFuc2Zvcm09Im1hdHJpeCgwLjg2NiAtMC41IDAuNSAwLjg2NiAtMi4zMjU1IDcuMzIxOSkiIGNsYXNzPSJzdDIiIHdpZHRoPSI4IiBoZWlnaHQ9IjEiLz4KICAgIDxyZWN0IHg9IjEyIiB5PSI0IiB0cmFuc2Zvcm09Im1hdHJpeCgwLjUgLTAuODY2IDAuODY2IDAuNSAtMC42Nzc5IDE0LjgyNTIpIiBjbGFzcz0ic3QyIiB3aWR0aD0iMSIgaGVpZ2h0PSI4Ii8+CiAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-run: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTggNXYxNGwxMS03eiIvPgogICAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-running: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDUxMiA1MTIiPgogIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICA8cGF0aCBkPSJNMjU2IDhDMTE5IDggOCAxMTkgOCAyNTZzMTExIDI0OCAyNDggMjQ4IDI0OC0xMTEgMjQ4LTI0OFMzOTMgOCAyNTYgOHptOTYgMzI4YzAgOC44LTcuMiAxNi0xNiAxNkgxNzZjLTguOCAwLTE2LTcuMi0xNi0xNlYxNzZjMC04LjggNy4yLTE2IDE2LTE2aDE2MGM4LjggMCAxNiA3LjIgMTYgMTZ2MTYweiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-save: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTE3IDNINWMtMS4xMSAwLTIgLjktMiAydjE0YzAgMS4xLjg5IDIgMiAyaDE0YzEuMSAwIDItLjkgMi0yVjdsLTQtNHptLTUgMTZjLTEuNjYgMC0zLTEuMzQtMy0zczEuMzQtMyAzLTMgMyAxLjM0IDMgMy0xLjM0IDMtMyAzem0zLTEwSDVWNWgxMHY0eiIvPgogICAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-search: url(data:image/svg+xml;base64,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);
+  --jp-icon-settings: url(data:image/svg+xml;base64,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);
+  --jp-icon-share: url(data:image/svg+xml;base64,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);
+  --jp-icon-spreadsheet: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8cGF0aCBjbGFzcz0ianAtaWNvbi1jb250cmFzdDEganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNENBRjUwIiBkPSJNMi4yIDIuMnYxNy42aDE3LjZWMi4ySDIuMnptMTUuNCA3LjdoLTUuNVY0LjRoNS41djUuNXpNOS45IDQuNHY1LjVINC40VjQuNGg1LjV6bS01LjUgNy43aDUuNXY1LjVINC40di01LjV6bTcuNyA1LjV2LTUuNWg1LjV2NS41aC01LjV6Ii8+Cjwvc3ZnPgo=);
+  --jp-icon-stop: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik02IDZoMTJ2MTJINnoiLz4KICAgIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-tab: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTIxIDNIM2MtMS4xIDAtMiAuOS0yIDJ2MTRjMCAxLjEuOSAyIDIgMmgxOGMxLjEgMCAyLS45IDItMlY1YzAtMS4xLS45LTItMi0yem0wIDE2SDNWNWgxMHY0aDh2MTB6Ii8+CiAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-table-rows: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik0yMSw4SDNWNGgxOFY4eiBNMjEsMTBIM3Y0aDE4VjEweiBNMjEsMTZIM3Y0aDE4VjE2eiIvPgogICAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-tag: url(data:image/svg+xml;base64,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);
+  --jp-icon-terminal: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0IiA+CiAgICA8cmVjdCBjbGFzcz0ianAtdGVybWluYWwtaWNvbi1iYWNrZ3JvdW5kLWNvbG9yIGpwLWljb24tc2VsZWN0YWJsZSIgd2lkdGg9IjIwIiBoZWlnaHQ9IjIwIiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyIDIpIiBmaWxsPSIjMzMzMzMzIi8+CiAgICA8cGF0aCBjbGFzcz0ianAtdGVybWluYWwtaWNvbi1jb2xvciBqcC1pY29uLXNlbGVjdGFibGUtaW52ZXJzZSIgZD0iTTUuMDU2NjQgOC43NjE3MkM1LjA1NjY0IDguNTk3NjYgNS4wMzEyNSA4LjQ1MzEyIDQuOTgwNDcgOC4zMjgxMkM0LjkzMzU5IDguMTk5MjIgNC44NTU0NyA4LjA4MjAzIDQuNzQ2MDkgNy45NzY1NkM0LjY0MDYyIDcuODcxMDkgNC41IDcuNzc1MzkgNC4zMjQyMiA3LjY4OTQ1QzQuMTUyMzQgNy41OTk2MSAzLjk0MzM2IDcuNTExNzIgMy42OTcyNyA3LjQyNTc4QzMuMzAyNzMgNy4yODUxNiAyLjk0MzM2IDcuMTM2NzIgMi42MTkxNCA2Ljk4MDQ3QzIuMjk0OTIgNi44MjQyMiAyLjAxNzU4IDYuNjQyNTggMS43ODcxMSA2LjQzNTU1QzEuNTYwNTUgNi4yMjg1MiAxLjM4NDc3IDUuOTg4MjggMS4yNTk3NyA1LjcxNDg0QzEuMTM0NzcgNS40Mzc1IDEuMDcyMjcgNS4xMDkzOCAxLjA3MjI3IDQuNzMwNDdDMS4wNzIyNyA0LjM5ODQ0IDEuMTI4OTEgNC4wOTU3IDEuMjQyMTkgMy44MjIyN0MxLjM1NTQ3IDMuNTQ0OTIgMS41MTU2MiAzLjMwNDY5IDEuNzIyNjYgMy4xMDE1NkMxLjkyOTY5IDIuODk4NDQgMi4xNzk2OSAyLjczNDM3IDIuNDcyNjYgMi42MDkzOEMyLjc2NTYyIDIuNDg0MzggMy4wOTE4IDIuNDA0MyAzLjQ1MTE3IDIuMzY5MTRWMS4xMDkzOEg0LjM4ODY3VjIuMzgwODZDNC43NDAyMyAyLjQyNzczIDUuMDU2NjQgMi41MjM0NCA1LjMzNzg5IDIuNjY3OTdDNS42MTkxNCAyLjgxMjUgNS44NTc0MiAzLjAwMTk1IDYuMDUyNzMgMy4yMzYzM0M2LjI1MTk1IDMuNDY2OCA2LjQwNDMgMy43NDAyMyA2LjUwOTc3IDQuMDU2NjRDNi42MTkxNCA0LjM2OTE0IDYuNjczODMgNC43MjA3IDYuNjczODMgNS4xMTEzM0g1LjA0NDkyQzUuMDQ0OTIgNC42Mzg2NyA0LjkzNzUgNC4yODEyNSA0LjcyMjY2IDQuMDM5MDZDNC41MDc4MSAzLjc5Mjk3IDQuMjE2OCAzLjY2OTkyIDMuODQ5NjEgMy42Njk5MkMzLjY1MDM5IDMuNjY5OTIgMy40NzY1NiAzLjY5NzI3IDMuMzI4MTIgMy43NTE5NUMzLjE4MzU5IDMuODAyNzMgMy4wNjQ0NSAzLjg3Njk1IDIuOTcwNyAzLjk3NDYxQzIuODc2OTUgNC4wNjgzNiAyLjgwNjY0IDQuMTc5NjkgMi43NTk3NyA0LjMwODU5QzIuNzE2OCA0LjQzNzUgMi42OTUzMSA0LjU3ODEyIDIuNjk1MzEgNC43MzA0N0MyLjY5NTMxIDQuODgyODEgMi43MTY4IDUuMDE5NTMgMi43NTk3NyA1LjE0MDYyQzIuODA2NjQgNS4yNTc4MSAyLjg4MjgxIDUuMzY3MTkgMi45ODgyOCA1LjQ2ODc1QzMuMDk3NjYgNS41NzAzMSAzLjI0MDIzIDUuNjY3OTcgMy40MTYwMiA1Ljc2MTcyQzMuNTkxOCA1Ljg1MTU2IDMuODEwNTUgNS45NDMzNiA0LjA3MjI3IDYuMDM3MTFDNC40NjY4IDYuMTg1NTUgNC44MjQyMiA2LjMzOTg0IDUuMTQ0NTMgNi41QzUuNDY0ODQgNi42NTYyNSA1LjczODI4IDYuODM5ODQgNS45NjQ4NCA3LjA1MDc4QzYuMTk1MzEgNy4yNTc4MSA2LjM3MTA5IDcuNSA2LjQ5MjE5IDcuNzc3MzRDNi42MTcxOSA4LjA1MDc4IDYuNjc5NjkgOC4zNzUgNi42Nzk2OSA4Ljc1QzYuNjc5NjkgOS4wOTM3NSA2LjYyMzA1IDkuNDA0MyA2LjUwOTc3IDkuNjgxNjRDNi4zOTY0OCA5Ljk1NTA4IDYuMjM0MzggMTAuMTkxNCA2LjAyMzQ0IDEwLjM5MDZDNS44MTI1IDEwLjU4OTggNS41NTg1OSAxMC43NSA1LjI2MTcyIDEwLjg3MTFDNC45NjQ4NCAxMC45ODgzIDQuNjMyODEgMTEuMDY0NSA0LjI2NTYyIDExLjA5OTZWMTIuMjQ4SDMuMzMzOThWMTEuMDk5NkMzLjAwMTk1IDExLjA2ODQgMi42Nzk2OSAxMC45OTYxIDIuMzY3MTkgMTAuODgyOEMyLjA1NDY5IDEwLjc2NTYgMS43NzczNCAxMC41OTc3IDEuNTM1MTYgMTAuMzc4OUMxLjI5Njg4IDEwLjE2MDIgMS4xMDU0NyA5Ljg4NDc3IDAuOTYwOTM4IDkuNTUyNzNDMC44MTY0MDYgOS4yMTY4IDAuNzQ0MTQxIDguODE0NDUgMC43NDQxNDEgOC4zNDU3SDIuMzc4OTFDMi4zNzg5MSA4LjYyNjk1IDIuNDE5OTIgOC44NjMyOCAyLjUwMTk1IDkuMDU0NjlDMi41ODM5OCA5LjI0MjE5IDIuNjg5NDUgOS4zOTI1OCAyLjgxODM2IDkuNTA1ODZDMi45NTExNyA5LjYxNTIzIDMuMTAxNTYgOS42OTMzNiAzLjI2OTUzIDkuNzQwMjNDMy40Mzc1IDkuNzg3MTEgMy42MDkzOCA5LjgxMDU1IDMuNzg1MTYgOS44MTA1NUM0LjIwMzEyIDkuODEwNTUgNC41MTk1MyA5LjcxMjg5IDQuNzM0MzggOS41MTc1OEM0Ljk0OTIyIDkuMzIyMjcgNS4wNTY2NCA5LjA3MDMxIDUuMDU2NjQgOC43NjE3MlpNMTMuNDE4IDEyLjI3MTVIOC4wNzQyMlYxMUgxMy40MThWMTIuMjcxNVoiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDMuOTUyNjQgNikiIGZpbGw9IndoaXRlIi8+Cjwvc3ZnPgo=);
+  --jp-icon-text-editor: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtdGV4dC1lZGl0b3ItaWNvbi1jb2xvciBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiM2MTYxNjEiIGQ9Ik0xNSAxNUgzdjJoMTJ2LTJ6bTAtOEgzdjJoMTJWN3pNMyAxM2gxOHYtMkgzdjJ6bTAgOGgxOHYtMkgzdjJ6TTMgM3YyaDE4VjNIM3oiLz4KPC9zdmc+Cg==);
+  --jp-icon-toc: url(data:image/svg+xml;base64,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);
+  --jp-icon-tree-view: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik0yMiAxMVYzaC03djNIOVYzSDJ2OGg3VjhoMnYxMGg0djNoN3YtOGgtN3YzaC0yVjhoMnYzeiIvPgogICAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-trusted: url(data:image/svg+xml;base64,PHN2ZyBmaWxsPSJub25lIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI1Ij4KICAgIDxwYXRoIGNsYXNzPSJqcC1pY29uMiIgc3Ryb2tlPSIjMzMzMzMzIiBzdHJva2Utd2lkdGg9IjIiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDIgMykiIGQ9Ik0xLjg2MDk0IDExLjQ0MDlDMC44MjY0NDggOC43NzAyNyAwLjg2Mzc3OSA2LjA1NzY0IDEuMjQ5MDcgNC4xOTkzMkMyLjQ4MjA2IDMuOTMzNDcgNC4wODA2OCAzLjQwMzQ3IDUuNjAxMDIgMi44NDQ5QzcuMjM1NDkgMi4yNDQ0IDguODU2NjYgMS41ODE1IDkuOTg3NiAxLjA5NTM5QzExLjA1OTcgMS41ODM0MSAxMi42MDk0IDIuMjQ0NCAxNC4yMTggMi44NDMzOUMxNS43NTAzIDMuNDEzOTQgMTcuMzk5NSAzLjk1MjU4IDE4Ljc1MzkgNC4yMTM4NUMxOS4xMzY0IDYuMDcxNzcgMTkuMTcwOSA4Ljc3NzIyIDE4LjEzOSAxMS40NDA5QzE3LjAzMDMgMTQuMzAzMiAxNC42NjY4IDE3LjE4NDQgOS45OTk5OSAxOC45MzU0QzUuMzMzMiAxNy4xODQ0IDIuOTY5NjggMTQuMzAzMiAxLjg2MDk0IDExLjQ0MDlaIi8+CiAgICA8cGF0aCBjbGFzcz0ianAtaWNvbjIiIGZpbGw9IiMzMzMzMzMiIHN0cm9rZT0iIzMzMzMzMyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoOCA5Ljg2NzE5KSIgZD0iTTIuODYwMTUgNC44NjUzNUwwLjcyNjU0OSAyLjk5OTU5TDAgMy42MzA0NUwyLjg2MDE1IDYuMTMxNTdMOCAwLjYzMDg3Mkw3LjI3ODU3IDBMMi44NjAxNSA0Ljg2NTM1WiIvPgo8L3N2Zz4K);
+  --jp-icon-undo: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEyLjUgOGMtMi42NSAwLTUuMDUuOTktNi45IDIuNkwyIDd2OWg5bC0zLjYyLTMuNjJjMS4zOS0xLjE2IDMuMTYtMS44OCA1LjEyLTEuODggMy41NCAwIDYuNTUgMi4zMSA3LjYgNS41bDIuMzctLjc4QzIxLjA4IDExLjAzIDE3LjE1IDggMTIuNSA4eiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-user: url(data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMTYiIHZpZXdCb3g9IjAgMCAyNCAyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTE2IDdhNCA0IDAgMTEtOCAwIDQgNCAwIDAxOCAwek0xMiAxNGE3IDcgMCAwMC03IDdoMTRhNyA3IDAgMDAtNy03eiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-users: url(data:image/svg+xml;base64,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);
+  --jp-icon-vega: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8ZyBjbGFzcz0ianAtaWNvbjEganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjMjEyMTIxIj4KICAgIDxwYXRoIGQ9Ik0xMC42IDUuNGwyLjItMy4ySDIuMnY3LjNsNC02LjZ6Ii8+CiAgICA8cGF0aCBkPSJNMTUuOCAyLjJsLTQuNCA2LjZMNyA2LjNsLTQuOCA4djUuNWgxNy42VjIuMmgtNHptLTcgMTUuNEg1LjV2LTQuNGgzLjN2NC40em00LjQgMEg5LjhWOS44aDMuNHY3Ljh6bTQuNCAwaC0zLjRWNi41aDMuNHYxMS4xeiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-word: url(data:image/svg+xml;base64,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);
+  --jp-icon-yaml: url(data:image/svg+xml;base64,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);
+}
+
+/* Icon CSS class declarations */
+
+.jp-AddAboveIcon {
+  background-image: var(--jp-icon-add-above);
+}
+
+.jp-AddBelowIcon {
+  background-image: var(--jp-icon-add-below);
+}
+
+.jp-AddIcon {
+  background-image: var(--jp-icon-add);
+}
+
+.jp-BellIcon {
+  background-image: var(--jp-icon-bell);
+}
+
+.jp-BugDotIcon {
+  background-image: var(--jp-icon-bug-dot);
+}
+
+.jp-BugIcon {
+  background-image: var(--jp-icon-bug);
+}
+
+.jp-BuildIcon {
+  background-image: var(--jp-icon-build);
+}
+
+.jp-CaretDownEmptyIcon {
+  background-image: var(--jp-icon-caret-down-empty);
+}
+
+.jp-CaretDownEmptyThinIcon {
+  background-image: var(--jp-icon-caret-down-empty-thin);
+}
+
+.jp-CaretDownIcon {
+  background-image: var(--jp-icon-caret-down);
+}
+
+.jp-CaretLeftIcon {
+  background-image: var(--jp-icon-caret-left);
+}
+
+.jp-CaretRightIcon {
+  background-image: var(--jp-icon-caret-right);
+}
+
+.jp-CaretUpEmptyThinIcon {
+  background-image: var(--jp-icon-caret-up-empty-thin);
+}
+
+.jp-CaretUpIcon {
+  background-image: var(--jp-icon-caret-up);
+}
+
+.jp-CaseSensitiveIcon {
+  background-image: var(--jp-icon-case-sensitive);
+}
+
+.jp-CheckIcon {
+  background-image: var(--jp-icon-check);
+}
+
+.jp-CircleEmptyIcon {
+  background-image: var(--jp-icon-circle-empty);
+}
+
+.jp-CircleIcon {
+  background-image: var(--jp-icon-circle);
+}
+
+.jp-ClearIcon {
+  background-image: var(--jp-icon-clear);
+}
+
+.jp-CloseIcon {
+  background-image: var(--jp-icon-close);
+}
+
+.jp-CodeCheckIcon {
+  background-image: var(--jp-icon-code-check);
+}
+
+.jp-CodeIcon {
+  background-image: var(--jp-icon-code);
+}
+
+.jp-CollapseAllIcon {
+  background-image: var(--jp-icon-collapse-all);
+}
+
+.jp-ConsoleIcon {
+  background-image: var(--jp-icon-console);
+}
+
+.jp-CopyIcon {
+  background-image: var(--jp-icon-copy);
+}
+
+.jp-CopyrightIcon {
+  background-image: var(--jp-icon-copyright);
+}
+
+.jp-CutIcon {
+  background-image: var(--jp-icon-cut);
+}
+
+.jp-DeleteIcon {
+  background-image: var(--jp-icon-delete);
+}
+
+.jp-DownloadIcon {
+  background-image: var(--jp-icon-download);
+}
+
+.jp-DuplicateIcon {
+  background-image: var(--jp-icon-duplicate);
+}
+
+.jp-EditIcon {
+  background-image: var(--jp-icon-edit);
+}
+
+.jp-EllipsesIcon {
+  background-image: var(--jp-icon-ellipses);
+}
+
+.jp-ErrorIcon {
+  background-image: var(--jp-icon-error);
+}
+
+.jp-ExpandAllIcon {
+  background-image: var(--jp-icon-expand-all);
+}
+
+.jp-ExtensionIcon {
+  background-image: var(--jp-icon-extension);
+}
+
+.jp-FastForwardIcon {
+  background-image: var(--jp-icon-fast-forward);
+}
+
+.jp-FileIcon {
+  background-image: var(--jp-icon-file);
+}
+
+.jp-FileUploadIcon {
+  background-image: var(--jp-icon-file-upload);
+}
+
+.jp-FilterDotIcon {
+  background-image: var(--jp-icon-filter-dot);
+}
+
+.jp-FilterIcon {
+  background-image: var(--jp-icon-filter);
+}
+
+.jp-FilterListIcon {
+  background-image: var(--jp-icon-filter-list);
+}
+
+.jp-FolderFavoriteIcon {
+  background-image: var(--jp-icon-folder-favorite);
+}
+
+.jp-FolderIcon {
+  background-image: var(--jp-icon-folder);
+}
+
+.jp-HomeIcon {
+  background-image: var(--jp-icon-home);
+}
+
+.jp-Html5Icon {
+  background-image: var(--jp-icon-html5);
+}
+
+.jp-ImageIcon {
+  background-image: var(--jp-icon-image);
+}
+
+.jp-InfoIcon {
+  background-image: var(--jp-icon-info);
+}
+
+.jp-InspectorIcon {
+  background-image: var(--jp-icon-inspector);
+}
+
+.jp-JsonIcon {
+  background-image: var(--jp-icon-json);
+}
+
+.jp-JuliaIcon {
+  background-image: var(--jp-icon-julia);
+}
+
+.jp-JupyterFaviconIcon {
+  background-image: var(--jp-icon-jupyter-favicon);
+}
+
+.jp-JupyterIcon {
+  background-image: var(--jp-icon-jupyter);
+}
+
+.jp-JupyterlabWordmarkIcon {
+  background-image: var(--jp-icon-jupyterlab-wordmark);
+}
+
+.jp-KernelIcon {
+  background-image: var(--jp-icon-kernel);
+}
+
+.jp-KeyboardIcon {
+  background-image: var(--jp-icon-keyboard);
+}
+
+.jp-LaunchIcon {
+  background-image: var(--jp-icon-launch);
+}
+
+.jp-LauncherIcon {
+  background-image: var(--jp-icon-launcher);
+}
+
+.jp-LineFormIcon {
+  background-image: var(--jp-icon-line-form);
+}
+
+.jp-LinkIcon {
+  background-image: var(--jp-icon-link);
+}
+
+.jp-ListIcon {
+  background-image: var(--jp-icon-list);
+}
+
+.jp-MarkdownIcon {
+  background-image: var(--jp-icon-markdown);
+}
+
+.jp-MoveDownIcon {
+  background-image: var(--jp-icon-move-down);
+}
+
+.jp-MoveUpIcon {
+  background-image: var(--jp-icon-move-up);
+}
+
+.jp-NewFolderIcon {
+  background-image: var(--jp-icon-new-folder);
+}
+
+.jp-NotTrustedIcon {
+  background-image: var(--jp-icon-not-trusted);
+}
+
+.jp-NotebookIcon {
+  background-image: var(--jp-icon-notebook);
+}
+
+.jp-NumberingIcon {
+  background-image: var(--jp-icon-numbering);
+}
+
+.jp-OfflineBoltIcon {
+  background-image: var(--jp-icon-offline-bolt);
+}
+
+.jp-PaletteIcon {
+  background-image: var(--jp-icon-palette);
+}
+
+.jp-PasteIcon {
+  background-image: var(--jp-icon-paste);
+}
+
+.jp-PdfIcon {
+  background-image: var(--jp-icon-pdf);
+}
+
+.jp-PythonIcon {
+  background-image: var(--jp-icon-python);
+}
+
+.jp-RKernelIcon {
+  background-image: var(--jp-icon-r-kernel);
+}
+
+.jp-ReactIcon {
+  background-image: var(--jp-icon-react);
+}
+
+.jp-RedoIcon {
+  background-image: var(--jp-icon-redo);
+}
+
+.jp-RefreshIcon {
+  background-image: var(--jp-icon-refresh);
+}
+
+.jp-RegexIcon {
+  background-image: var(--jp-icon-regex);
+}
+
+.jp-RunIcon {
+  background-image: var(--jp-icon-run);
+}
+
+.jp-RunningIcon {
+  background-image: var(--jp-icon-running);
+}
+
+.jp-SaveIcon {
+  background-image: var(--jp-icon-save);
+}
+
+.jp-SearchIcon {
+  background-image: var(--jp-icon-search);
+}
+
+.jp-SettingsIcon {
+  background-image: var(--jp-icon-settings);
+}
+
+.jp-ShareIcon {
+  background-image: var(--jp-icon-share);
+}
+
+.jp-SpreadsheetIcon {
+  background-image: var(--jp-icon-spreadsheet);
+}
+
+.jp-StopIcon {
+  background-image: var(--jp-icon-stop);
+}
+
+.jp-TabIcon {
+  background-image: var(--jp-icon-tab);
+}
+
+.jp-TableRowsIcon {
+  background-image: var(--jp-icon-table-rows);
+}
+
+.jp-TagIcon {
+  background-image: var(--jp-icon-tag);
+}
+
+.jp-TerminalIcon {
+  background-image: var(--jp-icon-terminal);
+}
+
+.jp-TextEditorIcon {
+  background-image: var(--jp-icon-text-editor);
+}
+
+.jp-TocIcon {
+  background-image: var(--jp-icon-toc);
+}
+
+.jp-TreeViewIcon {
+  background-image: var(--jp-icon-tree-view);
+}
+
+.jp-TrustedIcon {
+  background-image: var(--jp-icon-trusted);
+}
+
+.jp-UndoIcon {
+  background-image: var(--jp-icon-undo);
+}
+
+.jp-UserIcon {
+  background-image: var(--jp-icon-user);
+}
+
+.jp-UsersIcon {
+  background-image: var(--jp-icon-users);
+}
+
+.jp-VegaIcon {
+  background-image: var(--jp-icon-vega);
+}
+
+.jp-WordIcon {
+  background-image: var(--jp-icon-word);
+}
+
+.jp-YamlIcon {
+  background-image: var(--jp-icon-yaml);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/**
+ * (DEPRECATED) Support for consuming icons as CSS background images
+ */
+
+.jp-Icon,
+.jp-MaterialIcon {
+  background-position: center;
+  background-repeat: no-repeat;
+  background-size: 16px;
+  min-width: 16px;
+  min-height: 16px;
+}
+
+.jp-Icon-cover {
+  background-position: center;
+  background-repeat: no-repeat;
+  background-size: cover;
+}
+
+/**
+ * (DEPRECATED) Support for specific CSS icon sizes
+ */
+
+.jp-Icon-16 {
+  background-size: 16px;
+  min-width: 16px;
+  min-height: 16px;
+}
+
+.jp-Icon-18 {
+  background-size: 18px;
+  min-width: 18px;
+  min-height: 18px;
+}
+
+.jp-Icon-20 {
+  background-size: 20px;
+  min-width: 20px;
+  min-height: 20px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.lm-TabBar .lm-TabBar-addButton {
+  align-items: center;
+  display: flex;
+  padding: 4px;
+  padding-bottom: 5px;
+  margin-right: 1px;
+  background-color: var(--jp-layout-color2);
+}
+
+.lm-TabBar .lm-TabBar-addButton:hover {
+  background-color: var(--jp-layout-color1);
+}
+
+.lm-DockPanel-tabBar .lm-TabBar-tab {
+  width: var(--jp-private-horizontal-tab-width);
+}
+
+.lm-DockPanel-tabBar .lm-TabBar-content {
+  flex: unset;
+}
+
+.lm-DockPanel-tabBar[data-orientation='horizontal'] {
+  flex: 1 1 auto;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/**
+ * Support for icons as inline SVG HTMLElements
+ */
+
+/* recolor the primary elements of an icon */
+.jp-icon0[fill] {
+  fill: var(--jp-inverse-layout-color0);
+}
+
+.jp-icon1[fill] {
+  fill: var(--jp-inverse-layout-color1);
+}
+
+.jp-icon2[fill] {
+  fill: var(--jp-inverse-layout-color2);
+}
+
+.jp-icon3[fill] {
+  fill: var(--jp-inverse-layout-color3);
+}
+
+.jp-icon4[fill] {
+  fill: var(--jp-inverse-layout-color4);
+}
+
+.jp-icon0[stroke] {
+  stroke: var(--jp-inverse-layout-color0);
+}
+
+.jp-icon1[stroke] {
+  stroke: var(--jp-inverse-layout-color1);
+}
+
+.jp-icon2[stroke] {
+  stroke: var(--jp-inverse-layout-color2);
+}
+
+.jp-icon3[stroke] {
+  stroke: var(--jp-inverse-layout-color3);
+}
+
+.jp-icon4[stroke] {
+  stroke: var(--jp-inverse-layout-color4);
+}
+
+/* recolor the accent elements of an icon */
+.jp-icon-accent0[fill] {
+  fill: var(--jp-layout-color0);
+}
+
+.jp-icon-accent1[fill] {
+  fill: var(--jp-layout-color1);
+}
+
+.jp-icon-accent2[fill] {
+  fill: var(--jp-layout-color2);
+}
+
+.jp-icon-accent3[fill] {
+  fill: var(--jp-layout-color3);
+}
+
+.jp-icon-accent4[fill] {
+  fill: var(--jp-layout-color4);
+}
+
+.jp-icon-accent0[stroke] {
+  stroke: var(--jp-layout-color0);
+}
+
+.jp-icon-accent1[stroke] {
+  stroke: var(--jp-layout-color1);
+}
+
+.jp-icon-accent2[stroke] {
+  stroke: var(--jp-layout-color2);
+}
+
+.jp-icon-accent3[stroke] {
+  stroke: var(--jp-layout-color3);
+}
+
+.jp-icon-accent4[stroke] {
+  stroke: var(--jp-layout-color4);
+}
+
+/* set the color of an icon to transparent */
+.jp-icon-none[fill] {
+  fill: none;
+}
+
+.jp-icon-none[stroke] {
+  stroke: none;
+}
+
+/* brand icon colors. Same for light and dark */
+.jp-icon-brand0[fill] {
+  fill: var(--jp-brand-color0);
+}
+
+.jp-icon-brand1[fill] {
+  fill: var(--jp-brand-color1);
+}
+
+.jp-icon-brand2[fill] {
+  fill: var(--jp-brand-color2);
+}
+
+.jp-icon-brand3[fill] {
+  fill: var(--jp-brand-color3);
+}
+
+.jp-icon-brand4[fill] {
+  fill: var(--jp-brand-color4);
+}
+
+.jp-icon-brand0[stroke] {
+  stroke: var(--jp-brand-color0);
+}
+
+.jp-icon-brand1[stroke] {
+  stroke: var(--jp-brand-color1);
+}
+
+.jp-icon-brand2[stroke] {
+  stroke: var(--jp-brand-color2);
+}
+
+.jp-icon-brand3[stroke] {
+  stroke: var(--jp-brand-color3);
+}
+
+.jp-icon-brand4[stroke] {
+  stroke: var(--jp-brand-color4);
+}
+
+/* warn icon colors. Same for light and dark */
+.jp-icon-warn0[fill] {
+  fill: var(--jp-warn-color0);
+}
+
+.jp-icon-warn1[fill] {
+  fill: var(--jp-warn-color1);
+}
+
+.jp-icon-warn2[fill] {
+  fill: var(--jp-warn-color2);
+}
+
+.jp-icon-warn3[fill] {
+  fill: var(--jp-warn-color3);
+}
+
+.jp-icon-warn0[stroke] {
+  stroke: var(--jp-warn-color0);
+}
+
+.jp-icon-warn1[stroke] {
+  stroke: var(--jp-warn-color1);
+}
+
+.jp-icon-warn2[stroke] {
+  stroke: var(--jp-warn-color2);
+}
+
+.jp-icon-warn3[stroke] {
+  stroke: var(--jp-warn-color3);
+}
+
+/* icon colors that contrast well with each other and most backgrounds */
+.jp-icon-contrast0[fill] {
+  fill: var(--jp-icon-contrast-color0);
+}
+
+.jp-icon-contrast1[fill] {
+  fill: var(--jp-icon-contrast-color1);
+}
+
+.jp-icon-contrast2[fill] {
+  fill: var(--jp-icon-contrast-color2);
+}
+
+.jp-icon-contrast3[fill] {
+  fill: var(--jp-icon-contrast-color3);
+}
+
+.jp-icon-contrast0[stroke] {
+  stroke: var(--jp-icon-contrast-color0);
+}
+
+.jp-icon-contrast1[stroke] {
+  stroke: var(--jp-icon-contrast-color1);
+}
+
+.jp-icon-contrast2[stroke] {
+  stroke: var(--jp-icon-contrast-color2);
+}
+
+.jp-icon-contrast3[stroke] {
+  stroke: var(--jp-icon-contrast-color3);
+}
+
+.jp-icon-dot[fill] {
+  fill: var(--jp-warn-color0);
+}
+
+.jp-jupyter-icon-color[fill] {
+  fill: var(--jp-jupyter-icon-color, var(--jp-warn-color0));
+}
+
+.jp-notebook-icon-color[fill] {
+  fill: var(--jp-notebook-icon-color, var(--jp-warn-color0));
+}
+
+.jp-json-icon-color[fill] {
+  fill: var(--jp-json-icon-color, var(--jp-warn-color1));
+}
+
+.jp-console-icon-color[fill] {
+  fill: var(--jp-console-icon-color, white);
+}
+
+.jp-console-icon-background-color[fill] {
+  fill: var(--jp-console-icon-background-color, var(--jp-brand-color1));
+}
+
+.jp-terminal-icon-color[fill] {
+  fill: var(--jp-terminal-icon-color, var(--jp-layout-color2));
+}
+
+.jp-terminal-icon-background-color[fill] {
+  fill: var(
+    --jp-terminal-icon-background-color,
+    var(--jp-inverse-layout-color2)
+  );
+}
+
+.jp-text-editor-icon-color[fill] {
+  fill: var(--jp-text-editor-icon-color, var(--jp-inverse-layout-color3));
+}
+
+.jp-inspector-icon-color[fill] {
+  fill: var(--jp-inspector-icon-color, var(--jp-inverse-layout-color3));
+}
+
+/* CSS for icons in selected filebrowser listing items */
+.jp-DirListing-item.jp-mod-selected .jp-icon-selectable[fill] {
+  fill: #fff;
+}
+
+.jp-DirListing-item.jp-mod-selected .jp-icon-selectable-inverse[fill] {
+  fill: var(--jp-brand-color1);
+}
+
+/* stylelint-disable selector-max-class, selector-max-compound-selectors */
+
+/**
+* TODO: come up with non css-hack solution for showing the busy icon on top
+*  of the close icon
+* CSS for complex behavior of close icon of tabs in the main area tabbar
+*/
+.lm-DockPanel-tabBar
+  .lm-TabBar-tab.lm-mod-closable.jp-mod-dirty
+  > .lm-TabBar-tabCloseIcon
+  > :not(:hover)
+  > .jp-icon3[fill] {
+  fill: none;
+}
+
+.lm-DockPanel-tabBar
+  .lm-TabBar-tab.lm-mod-closable.jp-mod-dirty
+  > .lm-TabBar-tabCloseIcon
+  > :not(:hover)
+  > .jp-icon-busy[fill] {
+  fill: var(--jp-inverse-layout-color3);
+}
+
+/* stylelint-enable selector-max-class, selector-max-compound-selectors */
+
+/* CSS for icons in status bar */
+#jp-main-statusbar .jp-mod-selected .jp-icon-selectable[fill] {
+  fill: #fff;
+}
+
+#jp-main-statusbar .jp-mod-selected .jp-icon-selectable-inverse[fill] {
+  fill: var(--jp-brand-color1);
+}
+
+/* special handling for splash icon CSS. While the theme CSS reloads during
+   splash, the splash icon can loose theming. To prevent that, we set a
+   default for its color variable */
+:root {
+  --jp-warn-color0: var(--md-orange-700);
+}
+
+/* not sure what to do with this one, used in filebrowser listing */
+.jp-DragIcon {
+  margin-right: 4px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/**
+ * Support for alt colors for icons as inline SVG HTMLElements
+ */
+
+/* alt recolor the primary elements of an icon */
+.jp-icon-alt .jp-icon0[fill] {
+  fill: var(--jp-layout-color0);
+}
+
+.jp-icon-alt .jp-icon1[fill] {
+  fill: var(--jp-layout-color1);
+}
+
+.jp-icon-alt .jp-icon2[fill] {
+  fill: var(--jp-layout-color2);
+}
+
+.jp-icon-alt .jp-icon3[fill] {
+  fill: var(--jp-layout-color3);
+}
+
+.jp-icon-alt .jp-icon4[fill] {
+  fill: var(--jp-layout-color4);
+}
+
+.jp-icon-alt .jp-icon0[stroke] {
+  stroke: var(--jp-layout-color0);
+}
+
+.jp-icon-alt .jp-icon1[stroke] {
+  stroke: var(--jp-layout-color1);
+}
+
+.jp-icon-alt .jp-icon2[stroke] {
+  stroke: var(--jp-layout-color2);
+}
+
+.jp-icon-alt .jp-icon3[stroke] {
+  stroke: var(--jp-layout-color3);
+}
+
+.jp-icon-alt .jp-icon4[stroke] {
+  stroke: var(--jp-layout-color4);
+}
+
+/* alt recolor the accent elements of an icon */
+.jp-icon-alt .jp-icon-accent0[fill] {
+  fill: var(--jp-inverse-layout-color0);
+}
+
+.jp-icon-alt .jp-icon-accent1[fill] {
+  fill: var(--jp-inverse-layout-color1);
+}
+
+.jp-icon-alt .jp-icon-accent2[fill] {
+  fill: var(--jp-inverse-layout-color2);
+}
+
+.jp-icon-alt .jp-icon-accent3[fill] {
+  fill: var(--jp-inverse-layout-color3);
+}
+
+.jp-icon-alt .jp-icon-accent4[fill] {
+  fill: var(--jp-inverse-layout-color4);
+}
+
+.jp-icon-alt .jp-icon-accent0[stroke] {
+  stroke: var(--jp-inverse-layout-color0);
+}
+
+.jp-icon-alt .jp-icon-accent1[stroke] {
+  stroke: var(--jp-inverse-layout-color1);
+}
+
+.jp-icon-alt .jp-icon-accent2[stroke] {
+  stroke: var(--jp-inverse-layout-color2);
+}
+
+.jp-icon-alt .jp-icon-accent3[stroke] {
+  stroke: var(--jp-inverse-layout-color3);
+}
+
+.jp-icon-alt .jp-icon-accent4[stroke] {
+  stroke: var(--jp-inverse-layout-color4);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-icon-hoverShow:not(:hover) .jp-icon-hoverShow-content {
+  display: none !important;
+}
+
+/**
+ * Support for hover colors for icons as inline SVG HTMLElements
+ */
+
+/**
+ * regular colors
+ */
+
+/* recolor the primary elements of an icon */
+.jp-icon-hover :hover .jp-icon0-hover[fill] {
+  fill: var(--jp-inverse-layout-color0);
+}
+
+.jp-icon-hover :hover .jp-icon1-hover[fill] {
+  fill: var(--jp-inverse-layout-color1);
+}
+
+.jp-icon-hover :hover .jp-icon2-hover[fill] {
+  fill: var(--jp-inverse-layout-color2);
+}
+
+.jp-icon-hover :hover .jp-icon3-hover[fill] {
+  fill: var(--jp-inverse-layout-color3);
+}
+
+.jp-icon-hover :hover .jp-icon4-hover[fill] {
+  fill: var(--jp-inverse-layout-color4);
+}
+
+.jp-icon-hover :hover .jp-icon0-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color0);
+}
+
+.jp-icon-hover :hover .jp-icon1-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color1);
+}
+
+.jp-icon-hover :hover .jp-icon2-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color2);
+}
+
+.jp-icon-hover :hover .jp-icon3-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color3);
+}
+
+.jp-icon-hover :hover .jp-icon4-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color4);
+}
+
+/* recolor the accent elements of an icon */
+.jp-icon-hover :hover .jp-icon-accent0-hover[fill] {
+  fill: var(--jp-layout-color0);
+}
+
+.jp-icon-hover :hover .jp-icon-accent1-hover[fill] {
+  fill: var(--jp-layout-color1);
+}
+
+.jp-icon-hover :hover .jp-icon-accent2-hover[fill] {
+  fill: var(--jp-layout-color2);
+}
+
+.jp-icon-hover :hover .jp-icon-accent3-hover[fill] {
+  fill: var(--jp-layout-color3);
+}
+
+.jp-icon-hover :hover .jp-icon-accent4-hover[fill] {
+  fill: var(--jp-layout-color4);
+}
+
+.jp-icon-hover :hover .jp-icon-accent0-hover[stroke] {
+  stroke: var(--jp-layout-color0);
+}
+
+.jp-icon-hover :hover .jp-icon-accent1-hover[stroke] {
+  stroke: var(--jp-layout-color1);
+}
+
+.jp-icon-hover :hover .jp-icon-accent2-hover[stroke] {
+  stroke: var(--jp-layout-color2);
+}
+
+.jp-icon-hover :hover .jp-icon-accent3-hover[stroke] {
+  stroke: var(--jp-layout-color3);
+}
+
+.jp-icon-hover :hover .jp-icon-accent4-hover[stroke] {
+  stroke: var(--jp-layout-color4);
+}
+
+/* set the color of an icon to transparent */
+.jp-icon-hover :hover .jp-icon-none-hover[fill] {
+  fill: none;
+}
+
+.jp-icon-hover :hover .jp-icon-none-hover[stroke] {
+  stroke: none;
+}
+
+/**
+ * inverse colors
+ */
+
+/* inverse recolor the primary elements of an icon */
+.jp-icon-hover.jp-icon-alt :hover .jp-icon0-hover[fill] {
+  fill: var(--jp-layout-color0);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon1-hover[fill] {
+  fill: var(--jp-layout-color1);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon2-hover[fill] {
+  fill: var(--jp-layout-color2);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon3-hover[fill] {
+  fill: var(--jp-layout-color3);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon4-hover[fill] {
+  fill: var(--jp-layout-color4);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon0-hover[stroke] {
+  stroke: var(--jp-layout-color0);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon1-hover[stroke] {
+  stroke: var(--jp-layout-color1);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon2-hover[stroke] {
+  stroke: var(--jp-layout-color2);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon3-hover[stroke] {
+  stroke: var(--jp-layout-color3);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon4-hover[stroke] {
+  stroke: var(--jp-layout-color4);
+}
+
+/* inverse recolor the accent elements of an icon */
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent0-hover[fill] {
+  fill: var(--jp-inverse-layout-color0);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent1-hover[fill] {
+  fill: var(--jp-inverse-layout-color1);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent2-hover[fill] {
+  fill: var(--jp-inverse-layout-color2);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent3-hover[fill] {
+  fill: var(--jp-inverse-layout-color3);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent4-hover[fill] {
+  fill: var(--jp-inverse-layout-color4);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent0-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color0);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent1-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color1);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent2-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color2);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent3-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color3);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent4-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color4);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-IFrame {
+  width: 100%;
+  height: 100%;
+}
+
+.jp-IFrame > iframe {
+  border: none;
+}
+
+/*
+When drag events occur, `lm-mod-override-cursor` is added to the body.
+Because iframes steal all cursor events, the following two rules are necessary
+to suppress pointer events while resize drags are occurring. There may be a
+better solution to this problem.
+*/
+body.lm-mod-override-cursor .jp-IFrame {
+  position: relative;
+}
+
+body.lm-mod-override-cursor .jp-IFrame::before {
+  content: '';
+  position: absolute;
+  top: 0;
+  left: 0;
+  right: 0;
+  bottom: 0;
+  background: transparent;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2016, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-HoverBox {
+  position: fixed;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-FormGroup-content fieldset {
+  border: none;
+  padding: 0;
+  min-width: 0;
+  width: 100%;
+}
+
+/* stylelint-disable selector-max-type */
+
+.jp-FormGroup-content fieldset .jp-inputFieldWrapper input,
+.jp-FormGroup-content fieldset .jp-inputFieldWrapper select,
+.jp-FormGroup-content fieldset .jp-inputFieldWrapper textarea {
+  font-size: var(--jp-content-font-size2);
+  border-color: var(--jp-input-border-color);
+  border-style: solid;
+  border-radius: var(--jp-border-radius);
+  border-width: 1px;
+  padding: 6px 8px;
+  background: none;
+  color: var(--jp-ui-font-color0);
+  height: inherit;
+}
+
+.jp-FormGroup-content fieldset input[type='checkbox'] {
+  position: relative;
+  top: 2px;
+  margin-left: 0;
+}
+
+.jp-FormGroup-content button.jp-mod-styled {
+  cursor: pointer;
+}
+
+.jp-FormGroup-content .checkbox label {
+  cursor: pointer;
+  font-size: var(--jp-content-font-size1);
+}
+
+.jp-FormGroup-content .jp-root > fieldset > legend {
+  display: none;
+}
+
+.jp-FormGroup-content .jp-root > fieldset > p {
+  display: none;
+}
+
+/** copy of `input.jp-mod-styled:focus` style */
+.jp-FormGroup-content fieldset input:focus,
+.jp-FormGroup-content fieldset select:focus {
+  -moz-outline-radius: unset;
+  outline: var(--jp-border-width) solid var(--md-blue-500);
+  outline-offset: -1px;
+  box-shadow: inset 0 0 4px var(--md-blue-300);
+}
+
+.jp-FormGroup-content fieldset input:hover:not(:focus),
+.jp-FormGroup-content fieldset select:hover:not(:focus) {
+  background-color: var(--jp-border-color2);
+}
+
+/* stylelint-enable selector-max-type */
+
+.jp-FormGroup-content .checkbox .field-description {
+  /* Disable default description field for checkbox:
+   because other widgets do not have description fields,
+   we add descriptions to each widget on the field level.
+  */
+  display: none;
+}
+
+.jp-FormGroup-content #root__description {
+  display: none;
+}
+
+.jp-FormGroup-content .jp-modifiedIndicator {
+  width: 5px;
+  background-color: var(--jp-brand-color2);
+  margin-top: 0;
+  margin-left: calc(var(--jp-private-settingeditor-modifier-indent) * -1);
+  flex-shrink: 0;
+}
+
+.jp-FormGroup-content .jp-modifiedIndicator.jp-errorIndicator {
+  background-color: var(--jp-error-color0);
+  margin-right: 0.5em;
+}
+
+/* RJSF ARRAY style */
+
+.jp-arrayFieldWrapper legend {
+  font-size: var(--jp-content-font-size2);
+  color: var(--jp-ui-font-color0);
+  flex-basis: 100%;
+  padding: 4px 0;
+  font-weight: var(--jp-content-heading-font-weight);
+  border-bottom: 1px solid var(--jp-border-color2);
+}
+
+.jp-arrayFieldWrapper .field-description {
+  padding: 4px 0;
+  white-space: pre-wrap;
+}
+
+.jp-arrayFieldWrapper .array-item {
+  width: 100%;
+  border: 1px solid var(--jp-border-color2);
+  border-radius: 4px;
+  margin: 4px;
+}
+
+.jp-ArrayOperations {
+  display: flex;
+  margin-left: 8px;
+}
+
+.jp-ArrayOperationsButton {
+  margin: 2px;
+}
+
+.jp-ArrayOperationsButton .jp-icon3[fill] {
+  fill: var(--jp-ui-font-color0);
+}
+
+button.jp-ArrayOperationsButton.jp-mod-styled:disabled {
+  cursor: not-allowed;
+  opacity: 0.5;
+}
+
+/* RJSF form validation error */
+
+.jp-FormGroup-content .validationErrors {
+  color: var(--jp-error-color0);
+}
+
+/* Hide panel level error as duplicated the field level error */
+.jp-FormGroup-content .panel.errors {
+  display: none;
+}
+
+/* RJSF normal content (settings-editor) */
+
+.jp-FormGroup-contentNormal {
+  display: flex;
+  align-items: center;
+  flex-wrap: wrap;
+}
+
+.jp-FormGroup-contentNormal .jp-FormGroup-contentItem {
+  margin-left: 7px;
+  color: var(--jp-ui-font-color0);
+}
+
+.jp-FormGroup-contentNormal .jp-FormGroup-description {
+  flex-basis: 100%;
+  padding: 4px 7px;
+}
+
+.jp-FormGroup-contentNormal .jp-FormGroup-default {
+  flex-basis: 100%;
+  padding: 4px 7px;
+}
+
+.jp-FormGroup-contentNormal .jp-FormGroup-fieldLabel {
+  font-size: var(--jp-content-font-size1);
+  font-weight: normal;
+  min-width: 120px;
+}
+
+.jp-FormGroup-contentNormal fieldset:not(:first-child) {
+  margin-left: 7px;
+}
+
+.jp-FormGroup-contentNormal .field-array-of-string .array-item {
+  /* Display `jp-ArrayOperations` buttons side-by-side with content except
+    for small screens where flex-wrap will place them one below the other.
+  */
+  display: flex;
+  align-items: center;
+  flex-wrap: wrap;
+}
+
+.jp-FormGroup-contentNormal .jp-objectFieldWrapper .form-group {
+  padding: 2px 8px 2px var(--jp-private-settingeditor-modifier-indent);
+  margin-top: 2px;
+}
+
+/* RJSF compact content (metadata-form) */
+
+.jp-FormGroup-content.jp-FormGroup-contentCompact {
+  width: 100%;
+}
+
+.jp-FormGroup-contentCompact .form-group {
+  display: flex;
+  padding: 0.5em 0.2em 0.5em 0;
+}
+
+.jp-FormGroup-contentCompact
+  .jp-FormGroup-compactTitle
+  .jp-FormGroup-description {
+  font-size: var(--jp-ui-font-size1);
+  color: var(--jp-ui-font-color2);
+}
+
+.jp-FormGroup-contentCompact .jp-FormGroup-fieldLabel {
+  padding-bottom: 0.3em;
+}
+
+.jp-FormGroup-contentCompact .jp-inputFieldWrapper .form-control {
+  width: 100%;
+  box-sizing: border-box;
+}
+
+.jp-FormGroup-contentCompact .jp-arrayFieldWrapper .jp-FormGroup-compactTitle {
+  padding-bottom: 7px;
+}
+
+.jp-FormGroup-contentCompact
+  .jp-objectFieldWrapper
+  .jp-objectFieldWrapper
+  .form-group {
+  padding: 2px 8px 2px var(--jp-private-settingeditor-modifier-indent);
+  margin-top: 2px;
+}
+
+.jp-FormGroup-contentCompact ul.error-detail {
+  margin-block-start: 0.5em;
+  margin-block-end: 0.5em;
+  padding-inline-start: 1em;
+}
+
+/*
+ * Copyright (c) Jupyter Development Team.
+ * Distributed under the terms of the Modified BSD License.
+ */
+
+.jp-SidePanel {
+  display: flex;
+  flex-direction: column;
+  min-width: var(--jp-sidebar-min-width);
+  overflow-y: auto;
+  color: var(--jp-ui-font-color1);
+  background: var(--jp-layout-color1);
+  font-size: var(--jp-ui-font-size1);
+}
+
+.jp-SidePanel-header {
+  flex: 0 0 auto;
+  display: flex;
+  border-bottom: var(--jp-border-width) solid var(--jp-border-color2);
+  font-size: var(--jp-ui-font-size0);
+  font-weight: 600;
+  letter-spacing: 1px;
+  margin: 0;
+  padding: 2px;
+  text-transform: uppercase;
+}
+
+.jp-SidePanel-toolbar {
+  flex: 0 0 auto;
+}
+
+.jp-SidePanel-content {
+  flex: 1 1 auto;
+}
+
+.jp-SidePanel-toolbar,
+.jp-AccordionPanel-toolbar {
+  height: var(--jp-private-toolbar-height);
+}
+
+.jp-SidePanel-toolbar.jp-Toolbar-micro {
+  display: none;
+}
+
+.lm-AccordionPanel .jp-AccordionPanel-title {
+  box-sizing: border-box;
+  line-height: 25px;
+  margin: 0;
+  display: flex;
+  align-items: center;
+  background: var(--jp-layout-color1);
+  color: var(--jp-ui-font-color1);
+  border-bottom: var(--jp-border-width) solid var(--jp-toolbar-border-color);
+  box-shadow: var(--jp-toolbar-box-shadow);
+  font-size: var(--jp-ui-font-size0);
+}
+
+.jp-AccordionPanel-title {
+  cursor: pointer;
+  user-select: none;
+  -moz-user-select: none;
+  -webkit-user-select: none;
+  text-transform: uppercase;
+}
+
+.lm-AccordionPanel[data-orientation='horizontal'] > .jp-AccordionPanel-title {
+  /* Title is rotated for horizontal accordion panel using CSS */
+  display: block;
+  transform-origin: top left;
+  transform: rotate(-90deg) translate(-100%);
+}
+
+.jp-AccordionPanel-title .lm-AccordionPanel-titleLabel {
+  user-select: none;
+  text-overflow: ellipsis;
+  white-space: nowrap;
+  overflow: hidden;
+}
+
+.jp-AccordionPanel-title .lm-AccordionPanel-titleCollapser {
+  transform: rotate(-90deg);
+  margin: auto 0;
+  height: 16px;
+}
+
+.jp-AccordionPanel-title.lm-mod-expanded .lm-AccordionPanel-titleCollapser {
+  transform: rotate(0deg);
+}
+
+.lm-AccordionPanel .jp-AccordionPanel-toolbar {
+  background: none;
+  box-shadow: none;
+  border: none;
+  margin-left: auto;
+}
+
+.lm-AccordionPanel .lm-SplitPanel-handle:hover {
+  background: var(--jp-layout-color3);
+}
+
+.jp-text-truncated {
+  overflow: hidden;
+  text-overflow: ellipsis;
+  white-space: nowrap;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2017, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-Spinner {
+  position: absolute;
+  display: flex;
+  justify-content: center;
+  align-items: center;
+  z-index: 10;
+  left: 0;
+  top: 0;
+  width: 100%;
+  height: 100%;
+  background: var(--jp-layout-color0);
+  outline: none;
+}
+
+.jp-SpinnerContent {
+  font-size: 10px;
+  margin: 50px auto;
+  text-indent: -9999em;
+  width: 3em;
+  height: 3em;
+  border-radius: 50%;
+  background: var(--jp-brand-color3);
+  background: linear-gradient(
+    to right,
+    #f37626 10%,
+    rgba(255, 255, 255, 0) 42%
+  );
+  position: relative;
+  animation: load3 1s infinite linear, fadeIn 1s;
+}
+
+.jp-SpinnerContent::before {
+  width: 50%;
+  height: 50%;
+  background: #f37626;
+  border-radius: 100% 0 0;
+  position: absolute;
+  top: 0;
+  left: 0;
+  content: '';
+}
+
+.jp-SpinnerContent::after {
+  background: var(--jp-layout-color0);
+  width: 75%;
+  height: 75%;
+  border-radius: 50%;
+  content: '';
+  margin: auto;
+  position: absolute;
+  top: 0;
+  left: 0;
+  bottom: 0;
+  right: 0;
+}
+
+@keyframes fadeIn {
+  0% {
+    opacity: 0;
+  }
+
+  100% {
+    opacity: 1;
+  }
+}
+
+@keyframes load3 {
+  0% {
+    transform: rotate(0deg);
+  }
+
+  100% {
+    transform: rotate(360deg);
+  }
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2017, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+button.jp-mod-styled {
+  font-size: var(--jp-ui-font-size1);
+  color: var(--jp-ui-font-color0);
+  border: none;
+  box-sizing: border-box;
+  text-align: center;
+  line-height: 32px;
+  height: 32px;
+  padding: 0 12px;
+  letter-spacing: 0.8px;
+  outline: none;
+  appearance: none;
+  -webkit-appearance: none;
+  -moz-appearance: none;
+}
+
+input.jp-mod-styled {
+  background: var(--jp-input-background);
+  height: 28px;
+  box-sizing: border-box;
+  border: var(--jp-border-width) solid var(--jp-border-color1);
+  padding-left: 7px;
+  padding-right: 7px;
+  font-size: var(--jp-ui-font-size2);
+  color: var(--jp-ui-font-color0);
+  outline: none;
+  appearance: none;
+  -webkit-appearance: none;
+  -moz-appearance: none;
+}
+
+input[type='checkbox'].jp-mod-styled {
+  appearance: checkbox;
+  -webkit-appearance: checkbox;
+  -moz-appearance: checkbox;
+  height: auto;
+}
+
+input.jp-mod-styled:focus {
+  border: var(--jp-border-width) solid var(--md-blue-500);
+  box-shadow: inset 0 0 4px var(--md-blue-300);
+}
+
+.jp-select-wrapper {
+  display: flex;
+  position: relative;
+  flex-direction: column;
+  padding: 1px;
+  background-color: var(--jp-layout-color1);
+  box-sizing: border-box;
+  margin-bottom: 12px;
+}
+
+.jp-select-wrapper:not(.multiple) {
+  height: 28px;
+}
+
+.jp-select-wrapper.jp-mod-focused select.jp-mod-styled {
+  border: var(--jp-border-width) solid var(--jp-input-active-border-color);
+  box-shadow: var(--jp-input-box-shadow);
+  background-color: var(--jp-input-active-background);
+}
+
+select.jp-mod-styled:hover {
+  cursor: pointer;
+  color: var(--jp-ui-font-color0);
+  background-color: var(--jp-input-hover-background);
+  box-shadow: inset 0 0 1px rgba(0, 0, 0, 0.5);
+}
+
+select.jp-mod-styled {
+  flex: 1 1 auto;
+  width: 100%;
+  font-size: var(--jp-ui-font-size2);
+  background: var(--jp-input-background);
+  color: var(--jp-ui-font-color0);
+  padding: 0 25px 0 8px;
+  border: var(--jp-border-width) solid var(--jp-input-border-color);
+  border-radius: 0;
+  outline: none;
+  appearance: none;
+  -webkit-appearance: none;
+  -moz-appearance: none;
+}
+
+select.jp-mod-styled:not([multiple]) {
+  height: 32px;
+}
+
+select.jp-mod-styled[multiple] {
+  max-height: 200px;
+  overflow-y: auto;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-switch {
+  display: flex;
+  align-items: center;
+  padding-left: 4px;
+  padding-right: 4px;
+  font-size: var(--jp-ui-font-size1);
+  background-color: transparent;
+  color: var(--jp-ui-font-color1);
+  border: none;
+  height: 20px;
+}
+
+.jp-switch:hover {
+  background-color: var(--jp-layout-color2);
+}
+
+.jp-switch-label {
+  margin-right: 5px;
+  font-family: var(--jp-ui-font-family);
+}
+
+.jp-switch-track {
+  cursor: pointer;
+  background-color: var(--jp-switch-color, var(--jp-border-color1));
+  -webkit-transition: 0.4s;
+  transition: 0.4s;
+  border-radius: 34px;
+  height: 16px;
+  width: 35px;
+  position: relative;
+}
+
+.jp-switch-track::before {
+  content: '';
+  position: absolute;
+  height: 10px;
+  width: 10px;
+  margin: 3px;
+  left: 0;
+  background-color: var(--jp-ui-inverse-font-color1);
+  -webkit-transition: 0.4s;
+  transition: 0.4s;
+  border-radius: 50%;
+}
+
+.jp-switch[aria-checked='true'] .jp-switch-track {
+  background-color: var(--jp-switch-true-position-color, var(--jp-warn-color0));
+}
+
+.jp-switch[aria-checked='true'] .jp-switch-track::before {
+  /* track width (35) - margins (3 + 3) - thumb width (10) */
+  left: 19px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2016, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+:root {
+  --jp-private-toolbar-height: calc(
+    28px + var(--jp-border-width)
+  ); /* leave 28px for content */
+}
+
+.jp-Toolbar {
+  color: var(--jp-ui-font-color1);
+  flex: 0 0 auto;
+  display: flex;
+  flex-direction: row;
+  border-bottom: var(--jp-border-width) solid var(--jp-toolbar-border-color);
+  box-shadow: var(--jp-toolbar-box-shadow);
+  background: var(--jp-toolbar-background);
+  min-height: var(--jp-toolbar-micro-height);
+  padding: 2px;
+  z-index: 8;
+  overflow-x: hidden;
+}
+
+/* Toolbar items */
+
+.jp-Toolbar > .jp-Toolbar-item.jp-Toolbar-spacer {
+  flex-grow: 1;
+  flex-shrink: 1;
+}
+
+.jp-Toolbar-item.jp-Toolbar-kernelStatus {
+  display: inline-block;
+  width: 32px;
+  background-repeat: no-repeat;
+  background-position: center;
+  background-size: 16px;
+}
+
+.jp-Toolbar > .jp-Toolbar-item {
+  flex: 0 0 auto;
+  display: flex;
+  padding-left: 1px;
+  padding-right: 1px;
+  font-size: var(--jp-ui-font-size1);
+  line-height: var(--jp-private-toolbar-height);
+  height: 100%;
+}
+
+/* Toolbar buttons */
+
+/* This is the div we use to wrap the react component into a Widget */
+div.jp-ToolbarButton {
+  color: transparent;
+  border: none;
+  box-sizing: border-box;
+  outline: none;
+  appearance: none;
+  -webkit-appearance: none;
+  -moz-appearance: none;
+  padding: 0;
+  margin: 0;
+}
+
+button.jp-ToolbarButtonComponent {
+  background: var(--jp-layout-color1);
+  border: none;
+  box-sizing: border-box;
+  outline: none;
+  appearance: none;
+  -webkit-appearance: none;
+  -moz-appearance: none;
+  padding: 0 6px;
+  margin: 0;
+  height: 24px;
+  border-radius: var(--jp-border-radius);
+  display: flex;
+  align-items: center;
+  text-align: center;
+  font-size: 14px;
+  min-width: unset;
+  min-height: unset;
+}
+
+button.jp-ToolbarButtonComponent:disabled {
+  opacity: 0.4;
+}
+
+button.jp-ToolbarButtonComponent > span {
+  padding: 0;
+  flex: 0 0 auto;
+}
+
+button.jp-ToolbarButtonComponent .jp-ToolbarButtonComponent-label {
+  font-size: var(--jp-ui-font-size1);
+  line-height: 100%;
+  padding-left: 2px;
+  color: var(--jp-ui-font-color1);
+  font-family: var(--jp-ui-font-family);
+}
+
+#jp-main-dock-panel[data-mode='single-document']
+  .jp-MainAreaWidget
+  > .jp-Toolbar.jp-Toolbar-micro {
+  padding: 0;
+  min-height: 0;
+}
+
+#jp-main-dock-panel[data-mode='single-document']
+  .jp-MainAreaWidget
+  > .jp-Toolbar {
+  border: none;
+  box-shadow: none;
+}
+
+/*
+ * Copyright (c) Jupyter Development Team.
+ * Distributed under the terms of the Modified BSD License.
+ */
+
+.jp-WindowedPanel-outer {
+  position: relative;
+  overflow-y: auto;
+}
+
+.jp-WindowedPanel-inner {
+  position: relative;
+}
+
+.jp-WindowedPanel-window {
+  position: absolute;
+  left: 0;
+  right: 0;
+  overflow: visible;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/* Sibling imports */
+
+body {
+  color: var(--jp-ui-font-color1);
+  font-size: var(--jp-ui-font-size1);
+}
+
+/* Disable native link decoration styles everywhere outside of dialog boxes */
+a {
+  text-decoration: unset;
+  color: unset;
+}
+
+a:hover {
+  text-decoration: unset;
+  color: unset;
+}
+
+/* Accessibility for links inside dialog box text */
+.jp-Dialog-content a {
+  text-decoration: revert;
+  color: var(--jp-content-link-color);
+}
+
+.jp-Dialog-content a:hover {
+  text-decoration: revert;
+}
+
+/* Styles for ui-components */
+.jp-Button {
+  color: var(--jp-ui-font-color2);
+  border-radius: var(--jp-border-radius);
+  padding: 0 12px;
+  font-size: var(--jp-ui-font-size1);
+
+  /* Copy from blueprint 3 */
+  display: inline-flex;
+  flex-direction: row;
+  border: none;
+  cursor: pointer;
+  align-items: center;
+  justify-content: center;
+  text-align: left;
+  vertical-align: middle;
+  min-height: 30px;
+  min-width: 30px;
+}
+
+.jp-Button:disabled {
+  cursor: not-allowed;
+}
+
+.jp-Button:empty {
+  padding: 0 !important;
+}
+
+.jp-Button.jp-mod-small {
+  min-height: 24px;
+  min-width: 24px;
+  font-size: 12px;
+  padding: 0 7px;
+}
+
+/* Use our own theme for hover styles */
+.jp-Button.jp-mod-minimal:hover {
+  background-color: var(--jp-layout-color2);
+}
+
+.jp-Button.jp-mod-minimal {
+  background: none;
+}
+
+.jp-InputGroup {
+  display: block;
+  position: relative;
+}
+
+.jp-InputGroup input {
+  box-sizing: border-box;
+  border: none;
+  border-radius: 0;
+  background-color: transparent;
+  color: var(--jp-ui-font-color0);
+  box-shadow: inset 0 0 0 var(--jp-border-width) var(--jp-input-border-color);
+  padding-bottom: 0;
+  padding-top: 0;
+  padding-left: 10px;
+  padding-right: 28px;
+  position: relative;
+  width: 100%;
+  -webkit-appearance: none;
+  -moz-appearance: none;
+  appearance: none;
+  font-size: 14px;
+  font-weight: 400;
+  height: 30px;
+  line-height: 30px;
+  outline: none;
+  vertical-align: middle;
+}
+
+.jp-InputGroup input:focus {
+  box-shadow: inset 0 0 0 var(--jp-border-width)
+      var(--jp-input-active-box-shadow-color),
+    inset 0 0 0 3px var(--jp-input-active-box-shadow-color);
+}
+
+.jp-InputGroup input:disabled {
+  cursor: not-allowed;
+  resize: block;
+  background-color: var(--jp-layout-color2);
+  color: var(--jp-ui-font-color2);
+}
+
+.jp-InputGroup input:disabled ~ span {
+  cursor: not-allowed;
+  color: var(--jp-ui-font-color2);
+}
+
+.jp-InputGroup input::placeholder,
+input::placeholder {
+  color: var(--jp-ui-font-color2);
+}
+
+.jp-InputGroupAction {
+  position: absolute;
+  bottom: 1px;
+  right: 0;
+  padding: 6px;
+}
+
+.jp-HTMLSelect.jp-DefaultStyle select {
+  background-color: initial;
+  border: none;
+  border-radius: 0;
+  box-shadow: none;
+  color: var(--jp-ui-font-color0);
+  display: block;
+  font-size: var(--jp-ui-font-size1);
+  font-family: var(--jp-ui-font-family);
+  height: 24px;
+  line-height: 14px;
+  padding: 0 25px 0 10px;
+  text-align: left;
+  -moz-appearance: none;
+  -webkit-appearance: none;
+}
+
+.jp-HTMLSelect.jp-DefaultStyle select:disabled {
+  background-color: var(--jp-layout-color2);
+  color: var(--jp-ui-font-color2);
+  cursor: not-allowed;
+  resize: block;
+}
+
+.jp-HTMLSelect.jp-DefaultStyle select:disabled ~ span {
+  cursor: not-allowed;
+}
+
+/* Use our own theme for hover and option styles */
+/* stylelint-disable-next-line selector-max-type */
+.jp-HTMLSelect.jp-DefaultStyle select:hover,
+.jp-HTMLSelect.jp-DefaultStyle select > option {
+  background-color: var(--jp-layout-color2);
+  color: var(--jp-ui-font-color0);
+}
+
+select {
+  box-sizing: border-box;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Styles
+|----------------------------------------------------------------------------*/
+
+.jp-StatusBar-Widget {
+  display: flex;
+  align-items: center;
+  background: var(--jp-layout-color2);
+  min-height: var(--jp-statusbar-height);
+  justify-content: space-between;
+  padding: 0 10px;
+}
+
+.jp-StatusBar-Left {
+  display: flex;
+  align-items: center;
+  flex-direction: row;
+}
+
+.jp-StatusBar-Middle {
+  display: flex;
+  align-items: center;
+}
+
+.jp-StatusBar-Right {
+  display: flex;
+  align-items: center;
+  flex-direction: row-reverse;
+}
+
+.jp-StatusBar-Item {
+  max-height: var(--jp-statusbar-height);
+  margin: 0 2px;
+  height: var(--jp-statusbar-height);
+  white-space: nowrap;
+  text-overflow: ellipsis;
+  color: var(--jp-ui-font-color1);
+  padding: 0 6px;
+}
+
+.jp-mod-highlighted:hover {
+  background-color: var(--jp-layout-color3);
+}
+
+.jp-mod-clicked {
+  background-color: var(--jp-brand-color1);
+}
+
+.jp-mod-clicked:hover {
+  background-color: var(--jp-brand-color0);
+}
+
+.jp-mod-clicked .jp-StatusBar-TextItem {
+  color: var(--jp-ui-inverse-font-color1);
+}
+
+.jp-StatusBar-HoverItem {
+  box-shadow: '0px 4px 4px rgba(0, 0, 0, 0.25)';
+}
+
+.jp-StatusBar-TextItem {
+  font-size: var(--jp-ui-font-size1);
+  font-family: var(--jp-ui-font-family);
+  line-height: 24px;
+  color: var(--jp-ui-font-color1);
+}
+
+.jp-StatusBar-GroupItem {
+  display: flex;
+  align-items: center;
+  flex-direction: row;
+}
+
+.jp-Statusbar-ProgressCircle svg {
+  display: block;
+  margin: 0 auto;
+  width: 16px;
+  height: 24px;
+  align-self: normal;
+}
+
+.jp-Statusbar-ProgressCircle path {
+  fill: var(--jp-inverse-layout-color3);
+}
+
+.jp-Statusbar-ProgressBar-progress-bar {
+  height: 10px;
+  width: 100px;
+  border: solid 0.25px var(--jp-brand-color2);
+  border-radius: 3px;
+  overflow: hidden;
+  align-self: center;
+}
+
+.jp-Statusbar-ProgressBar-progress-bar > div {
+  background-color: var(--jp-brand-color2);
+  background-image: linear-gradient(
+    -45deg,
+    rgba(255, 255, 255, 0.2) 25%,
+    transparent 25%,
+    transparent 50%,
+    rgba(255, 255, 255, 0.2) 50%,
+    rgba(255, 255, 255, 0.2) 75%,
+    transparent 75%,
+    transparent
+  );
+  background-size: 40px 40px;
+  float: left;
+  width: 0%;
+  height: 100%;
+  font-size: 12px;
+  line-height: 14px;
+  color: #fff;
+  text-align: center;
+  animation: jp-Statusbar-ExecutionTime-progress-bar 2s linear infinite;
+}
+
+.jp-Statusbar-ProgressBar-progress-bar p {
+  color: var(--jp-ui-font-color1);
+  font-family: var(--jp-ui-font-family);
+  font-size: var(--jp-ui-font-size1);
+  line-height: 10px;
+  width: 100px;
+}
+
+@keyframes jp-Statusbar-ExecutionTime-progress-bar {
+  0% {
+    background-position: 0 0;
+  }
+
+  100% {
+    background-position: 40px 40px;
+  }
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Variables
+|----------------------------------------------------------------------------*/
+
+:root {
+  --jp-private-commandpalette-search-height: 28px;
+}
+
+/*-----------------------------------------------------------------------------
+| Overall styles
+|----------------------------------------------------------------------------*/
+
+.lm-CommandPalette {
+  padding-bottom: 0;
+  color: var(--jp-ui-font-color1);
+  background: var(--jp-layout-color1);
+
+  /* This is needed so that all font sizing of children done in ems is
+   * relative to this base size */
+  font-size: var(--jp-ui-font-size1);
+}
+
+/*-----------------------------------------------------------------------------
+| Modal variant
+|----------------------------------------------------------------------------*/
+
+.jp-ModalCommandPalette {
+  position: absolute;
+  z-index: 10000;
+  top: 38px;
+  left: 30%;
+  margin: 0;
+  padding: 4px;
+  width: 40%;
+  box-shadow: var(--jp-elevation-z4);
+  border-radius: 4px;
+  background: var(--jp-layout-color0);
+}
+
+.jp-ModalCommandPalette .lm-CommandPalette {
+  max-height: 40vh;
+}
+
+.jp-ModalCommandPalette .lm-CommandPalette .lm-close-icon::after {
+  display: none;
+}
+
+.jp-ModalCommandPalette .lm-CommandPalette .lm-CommandPalette-header {
+  display: none;
+}
+
+.jp-ModalCommandPalette .lm-CommandPalette .lm-CommandPalette-item {
+  margin-left: 4px;
+  margin-right: 4px;
+}
+
+.jp-ModalCommandPalette
+  .lm-CommandPalette
+  .lm-CommandPalette-item.lm-mod-disabled {
+  display: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Search
+|----------------------------------------------------------------------------*/
+
+.lm-CommandPalette-search {
+  padding: 4px;
+  background-color: var(--jp-layout-color1);
+  z-index: 2;
+}
+
+.lm-CommandPalette-wrapper {
+  overflow: overlay;
+  padding: 0 9px;
+  background-color: var(--jp-input-active-background);
+  height: 30px;
+  box-shadow: inset 0 0 0 var(--jp-border-width) var(--jp-input-border-color);
+}
+
+.lm-CommandPalette.lm-mod-focused .lm-CommandPalette-wrapper {
+  box-shadow: inset 0 0 0 1px var(--jp-input-active-box-shadow-color),
+    inset 0 0 0 3px var(--jp-input-active-box-shadow-color);
+}
+
+.jp-SearchIconGroup {
+  color: white;
+  background-color: var(--jp-brand-color1);
+  position: absolute;
+  top: 4px;
+  right: 4px;
+  padding: 5px 5px 1px;
+}
+
+.jp-SearchIconGroup svg {
+  height: 20px;
+  width: 20px;
+}
+
+.jp-SearchIconGroup .jp-icon3[fill] {
+  fill: var(--jp-layout-color0);
+}
+
+.lm-CommandPalette-input {
+  background: transparent;
+  width: calc(100% - 18px);
+  float: left;
+  border: none;
+  outline: none;
+  font-size: var(--jp-ui-font-size1);
+  color: var(--jp-ui-font-color0);
+  line-height: var(--jp-private-commandpalette-search-height);
+}
+
+.lm-CommandPalette-input::-webkit-input-placeholder,
+.lm-CommandPalette-input::-moz-placeholder,
+.lm-CommandPalette-input:-ms-input-placeholder {
+  color: var(--jp-ui-font-color2);
+  font-size: var(--jp-ui-font-size1);
+}
+
+/*-----------------------------------------------------------------------------
+| Results
+|----------------------------------------------------------------------------*/
+
+.lm-CommandPalette-header:first-child {
+  margin-top: 0;
+}
+
+.lm-CommandPalette-header {
+  border-bottom: solid var(--jp-border-width) var(--jp-border-color2);
+  color: var(--jp-ui-font-color1);
+  cursor: pointer;
+  display: flex;
+  font-size: var(--jp-ui-font-size0);
+  font-weight: 600;
+  letter-spacing: 1px;
+  margin-top: 8px;
+  padding: 8px 0 8px 12px;
+  text-transform: uppercase;
+}
+
+.lm-CommandPalette-header.lm-mod-active {
+  background: var(--jp-layout-color2);
+}
+
+.lm-CommandPalette-header > mark {
+  background-color: transparent;
+  font-weight: bold;
+  color: var(--jp-ui-font-color1);
+}
+
+.lm-CommandPalette-item {
+  padding: 4px 12px 4px 4px;
+  color: var(--jp-ui-font-color1);
+  font-size: var(--jp-ui-font-size1);
+  font-weight: 400;
+  display: flex;
+}
+
+.lm-CommandPalette-item.lm-mod-disabled {
+  color: var(--jp-ui-font-color2);
+}
+
+.lm-CommandPalette-item.lm-mod-active {
+  color: var(--jp-ui-inverse-font-color1);
+  background: var(--jp-brand-color1);
+}
+
+.lm-CommandPalette-item.lm-mod-active .lm-CommandPalette-itemLabel > mark {
+  color: var(--jp-ui-inverse-font-color0);
+}
+
+.lm-CommandPalette-item.lm-mod-active .jp-icon-selectable[fill] {
+  fill: var(--jp-layout-color0);
+}
+
+.lm-CommandPalette-item.lm-mod-active:hover:not(.lm-mod-disabled) {
+  color: var(--jp-ui-inverse-font-color1);
+  background: var(--jp-brand-color1);
+}
+
+.lm-CommandPalette-item:hover:not(.lm-mod-active):not(.lm-mod-disabled) {
+  background: var(--jp-layout-color2);
+}
+
+.lm-CommandPalette-itemContent {
+  overflow: hidden;
+}
+
+.lm-CommandPalette-itemLabel > mark {
+  color: var(--jp-ui-font-color0);
+  background-color: transparent;
+  font-weight: bold;
+}
+
+.lm-CommandPalette-item.lm-mod-disabled mark {
+  color: var(--jp-ui-font-color2);
+}
+
+.lm-CommandPalette-item .lm-CommandPalette-itemIcon {
+  margin: 0 4px 0 0;
+  position: relative;
+  width: 16px;
+  top: 2px;
+  flex: 0 0 auto;
+}
+
+.lm-CommandPalette-item.lm-mod-disabled .lm-CommandPalette-itemIcon {
+  opacity: 0.6;
+}
+
+.lm-CommandPalette-item .lm-CommandPalette-itemShortcut {
+  flex: 0 0 auto;
+}
+
+.lm-CommandPalette-itemCaption {
+  display: none;
+}
+
+.lm-CommandPalette-content {
+  background-color: var(--jp-layout-color1);
+}
+
+.lm-CommandPalette-content:empty::after {
+  content: 'No results';
+  margin: auto;
+  margin-top: 20px;
+  width: 100px;
+  display: block;
+  font-size: var(--jp-ui-font-size2);
+  font-family: var(--jp-ui-font-family);
+  font-weight: lighter;
+}
+
+.lm-CommandPalette-emptyMessage {
+  text-align: center;
+  margin-top: 24px;
+  line-height: 1.32;
+  padding: 0 8px;
+  color: var(--jp-content-font-color3);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2017, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-Dialog {
+  position: absolute;
+  z-index: 10000;
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  justify-content: center;
+  top: 0;
+  left: 0;
+  margin: 0;
+  padding: 0;
+  width: 100%;
+  height: 100%;
+  background: var(--jp-dialog-background);
+}
+
+.jp-Dialog-content {
+  display: flex;
+  flex-direction: column;
+  margin-left: auto;
+  margin-right: auto;
+  background: var(--jp-layout-color1);
+  padding: 24px 24px 12px;
+  min-width: 300px;
+  min-height: 150px;
+  max-width: 1000px;
+  max-height: 500px;
+  box-sizing: border-box;
+  box-shadow: var(--jp-elevation-z20);
+  word-wrap: break-word;
+  border-radius: var(--jp-border-radius);
+
+  /* This is needed so that all font sizing of children done in ems is
+   * relative to this base size */
+  font-size: var(--jp-ui-font-size1);
+  color: var(--jp-ui-font-color1);
+  resize: both;
+}
+
+.jp-Dialog-content.jp-Dialog-content-small {
+  max-width: 500px;
+}
+
+.jp-Dialog-button {
+  overflow: visible;
+}
+
+button.jp-Dialog-button:focus {
+  outline: 1px solid var(--jp-brand-color1);
+  outline-offset: 4px;
+  -moz-outline-radius: 0;
+}
+
+button.jp-Dialog-button:focus::-moz-focus-inner {
+  border: 0;
+}
+
+button.jp-Dialog-button.jp-mod-styled.jp-mod-accept:focus,
+button.jp-Dialog-button.jp-mod-styled.jp-mod-warn:focus,
+button.jp-Dialog-button.jp-mod-styled.jp-mod-reject:focus {
+  outline-offset: 4px;
+  -moz-outline-radius: 0;
+}
+
+button.jp-Dialog-button.jp-mod-styled.jp-mod-accept:focus {
+  outline: 1px solid var(--jp-accept-color-normal, var(--jp-brand-color1));
+}
+
+button.jp-Dialog-button.jp-mod-styled.jp-mod-warn:focus {
+  outline: 1px solid var(--jp-warn-color-normal, var(--jp-error-color1));
+}
+
+button.jp-Dialog-button.jp-mod-styled.jp-mod-reject:focus {
+  outline: 1px solid var(--jp-reject-color-normal, var(--md-grey-600));
+}
+
+button.jp-Dialog-close-button {
+  padding: 0;
+  height: 100%;
+  min-width: unset;
+  min-height: unset;
+}
+
+.jp-Dialog-header {
+  display: flex;
+  justify-content: space-between;
+  flex: 0 0 auto;
+  padding-bottom: 12px;
+  font-size: var(--jp-ui-font-size3);
+  font-weight: 400;
+  color: var(--jp-ui-font-color1);
+}
+
+.jp-Dialog-body {
+  display: flex;
+  flex-direction: column;
+  flex: 1 1 auto;
+  font-size: var(--jp-ui-font-size1);
+  background: var(--jp-layout-color1);
+  color: var(--jp-ui-font-color1);
+  overflow: auto;
+}
+
+.jp-Dialog-footer {
+  display: flex;
+  flex-direction: row;
+  justify-content: flex-end;
+  align-items: center;
+  flex: 0 0 auto;
+  margin-left: -12px;
+  margin-right: -12px;
+  padding: 12px;
+}
+
+.jp-Dialog-checkbox {
+  padding-right: 5px;
+}
+
+.jp-Dialog-checkbox > input:focus-visible {
+  outline: 1px solid var(--jp-input-active-border-color);
+  outline-offset: 1px;
+}
+
+.jp-Dialog-spacer {
+  flex: 1 1 auto;
+}
+
+.jp-Dialog-title {
+  overflow: hidden;
+  white-space: nowrap;
+  text-overflow: ellipsis;
+}
+
+.jp-Dialog-body > .jp-select-wrapper {
+  width: 100%;
+}
+
+.jp-Dialog-body > button {
+  padding: 0 16px;
+}
+
+.jp-Dialog-body > label {
+  line-height: 1.4;
+  color: var(--jp-ui-font-color0);
+}
+
+.jp-Dialog-button.jp-mod-styled:not(:last-child) {
+  margin-right: 12px;
+}
+
+/*
+ * Copyright (c) Jupyter Development Team.
+ * Distributed under the terms of the Modified BSD License.
+ */
+
+.jp-Input-Boolean-Dialog {
+  flex-direction: row-reverse;
+  align-items: end;
+  width: 100%;
+}
+
+.jp-Input-Boolean-Dialog > label {
+  flex: 1 1 auto;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2016, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-MainAreaWidget > :focus {
+  outline: none;
+}
+
+.jp-MainAreaWidget .jp-MainAreaWidget-error {
+  padding: 6px;
+}
+
+.jp-MainAreaWidget .jp-MainAreaWidget-error > pre {
+  width: auto;
+  padding: 10px;
+  background: var(--jp-error-color3);
+  border: var(--jp-border-width) solid var(--jp-error-color1);
+  border-radius: var(--jp-border-radius);
+  color: var(--jp-ui-font-color1);
+  font-size: var(--jp-ui-font-size1);
+  white-space: pre-wrap;
+  word-wrap: break-word;
+}
+
+/*
+ * Copyright (c) Jupyter Development Team.
+ * Distributed under the terms of the Modified BSD License.
+ */
+
+/**
+ * google-material-color v1.2.6
+ * https://github.com/danlevan/google-material-color
+ */
+:root {
+  --md-red-50: #ffebee;
+  --md-red-100: #ffcdd2;
+  --md-red-200: #ef9a9a;
+  --md-red-300: #e57373;
+  --md-red-400: #ef5350;
+  --md-red-500: #f44336;
+  --md-red-600: #e53935;
+  --md-red-700: #d32f2f;
+  --md-red-800: #c62828;
+  --md-red-900: #b71c1c;
+  --md-red-A100: #ff8a80;
+  --md-red-A200: #ff5252;
+  --md-red-A400: #ff1744;
+  --md-red-A700: #d50000;
+  --md-pink-50: #fce4ec;
+  --md-pink-100: #f8bbd0;
+  --md-pink-200: #f48fb1;
+  --md-pink-300: #f06292;
+  --md-pink-400: #ec407a;
+  --md-pink-500: #e91e63;
+  --md-pink-600: #d81b60;
+  --md-pink-700: #c2185b;
+  --md-pink-800: #ad1457;
+  --md-pink-900: #880e4f;
+  --md-pink-A100: #ff80ab;
+  --md-pink-A200: #ff4081;
+  --md-pink-A400: #f50057;
+  --md-pink-A700: #c51162;
+  --md-purple-50: #f3e5f5;
+  --md-purple-100: #e1bee7;
+  --md-purple-200: #ce93d8;
+  --md-purple-300: #ba68c8;
+  --md-purple-400: #ab47bc;
+  --md-purple-500: #9c27b0;
+  --md-purple-600: #8e24aa;
+  --md-purple-700: #7b1fa2;
+  --md-purple-800: #6a1b9a;
+  --md-purple-900: #4a148c;
+  --md-purple-A100: #ea80fc;
+  --md-purple-A200: #e040fb;
+  --md-purple-A400: #d500f9;
+  --md-purple-A700: #a0f;
+  --md-deep-purple-50: #ede7f6;
+  --md-deep-purple-100: #d1c4e9;
+  --md-deep-purple-200: #b39ddb;
+  --md-deep-purple-300: #9575cd;
+  --md-deep-purple-400: #7e57c2;
+  --md-deep-purple-500: #673ab7;
+  --md-deep-purple-600: #5e35b1;
+  --md-deep-purple-700: #512da8;
+  --md-deep-purple-800: #4527a0;
+  --md-deep-purple-900: #311b92;
+  --md-deep-purple-A100: #b388ff;
+  --md-deep-purple-A200: #7c4dff;
+  --md-deep-purple-A400: #651fff;
+  --md-deep-purple-A700: #6200ea;
+  --md-indigo-50: #e8eaf6;
+  --md-indigo-100: #c5cae9;
+  --md-indigo-200: #9fa8da;
+  --md-indigo-300: #7986cb;
+  --md-indigo-400: #5c6bc0;
+  --md-indigo-500: #3f51b5;
+  --md-indigo-600: #3949ab;
+  --md-indigo-700: #303f9f;
+  --md-indigo-800: #283593;
+  --md-indigo-900: #1a237e;
+  --md-indigo-A100: #8c9eff;
+  --md-indigo-A200: #536dfe;
+  --md-indigo-A400: #3d5afe;
+  --md-indigo-A700: #304ffe;
+  --md-blue-50: #e3f2fd;
+  --md-blue-100: #bbdefb;
+  --md-blue-200: #90caf9;
+  --md-blue-300: #64b5f6;
+  --md-blue-400: #42a5f5;
+  --md-blue-500: #2196f3;
+  --md-blue-600: #1e88e5;
+  --md-blue-700: #1976d2;
+  --md-blue-800: #1565c0;
+  --md-blue-900: #0d47a1;
+  --md-blue-A100: #82b1ff;
+  --md-blue-A200: #448aff;
+  --md-blue-A400: #2979ff;
+  --md-blue-A700: #2962ff;
+  --md-light-blue-50: #e1f5fe;
+  --md-light-blue-100: #b3e5fc;
+  --md-light-blue-200: #81d4fa;
+  --md-light-blue-300: #4fc3f7;
+  --md-light-blue-400: #29b6f6;
+  --md-light-blue-500: #03a9f4;
+  --md-light-blue-600: #039be5;
+  --md-light-blue-700: #0288d1;
+  --md-light-blue-800: #0277bd;
+  --md-light-blue-900: #01579b;
+  --md-light-blue-A100: #80d8ff;
+  --md-light-blue-A200: #40c4ff;
+  --md-light-blue-A400: #00b0ff;
+  --md-light-blue-A700: #0091ea;
+  --md-cyan-50: #e0f7fa;
+  --md-cyan-100: #b2ebf2;
+  --md-cyan-200: #80deea;
+  --md-cyan-300: #4dd0e1;
+  --md-cyan-400: #26c6da;
+  --md-cyan-500: #00bcd4;
+  --md-cyan-600: #00acc1;
+  --md-cyan-700: #0097a7;
+  --md-cyan-800: #00838f;
+  --md-cyan-900: #006064;
+  --md-cyan-A100: #84ffff;
+  --md-cyan-A200: #18ffff;
+  --md-cyan-A400: #00e5ff;
+  --md-cyan-A700: #00b8d4;
+  --md-teal-50: #e0f2f1;
+  --md-teal-100: #b2dfdb;
+  --md-teal-200: #80cbc4;
+  --md-teal-300: #4db6ac;
+  --md-teal-400: #26a69a;
+  --md-teal-500: #009688;
+  --md-teal-600: #00897b;
+  --md-teal-700: #00796b;
+  --md-teal-800: #00695c;
+  --md-teal-900: #004d40;
+  --md-teal-A100: #a7ffeb;
+  --md-teal-A200: #64ffda;
+  --md-teal-A400: #1de9b6;
+  --md-teal-A700: #00bfa5;
+  --md-green-50: #e8f5e9;
+  --md-green-100: #c8e6c9;
+  --md-green-200: #a5d6a7;
+  --md-green-300: #81c784;
+  --md-green-400: #66bb6a;
+  --md-green-500: #4caf50;
+  --md-green-600: #43a047;
+  --md-green-700: #388e3c;
+  --md-green-800: #2e7d32;
+  --md-green-900: #1b5e20;
+  --md-green-A100: #b9f6ca;
+  --md-green-A200: #69f0ae;
+  --md-green-A400: #00e676;
+  --md-green-A700: #00c853;
+  --md-light-green-50: #f1f8e9;
+  --md-light-green-100: #dcedc8;
+  --md-light-green-200: #c5e1a5;
+  --md-light-green-300: #aed581;
+  --md-light-green-400: #9ccc65;
+  --md-light-green-500: #8bc34a;
+  --md-light-green-600: #7cb342;
+  --md-light-green-700: #689f38;
+  --md-light-green-800: #558b2f;
+  --md-light-green-900: #33691e;
+  --md-light-green-A100: #ccff90;
+  --md-light-green-A200: #b2ff59;
+  --md-light-green-A400: #76ff03;
+  --md-light-green-A700: #64dd17;
+  --md-lime-50: #f9fbe7;
+  --md-lime-100: #f0f4c3;
+  --md-lime-200: #e6ee9c;
+  --md-lime-300: #dce775;
+  --md-lime-400: #d4e157;
+  --md-lime-500: #cddc39;
+  --md-lime-600: #c0ca33;
+  --md-lime-700: #afb42b;
+  --md-lime-800: #9e9d24;
+  --md-lime-900: #827717;
+  --md-lime-A100: #f4ff81;
+  --md-lime-A200: #eeff41;
+  --md-lime-A400: #c6ff00;
+  --md-lime-A700: #aeea00;
+  --md-yellow-50: #fffde7;
+  --md-yellow-100: #fff9c4;
+  --md-yellow-200: #fff59d;
+  --md-yellow-300: #fff176;
+  --md-yellow-400: #ffee58;
+  --md-yellow-500: #ffeb3b;
+  --md-yellow-600: #fdd835;
+  --md-yellow-700: #fbc02d;
+  --md-yellow-800: #f9a825;
+  --md-yellow-900: #f57f17;
+  --md-yellow-A100: #ffff8d;
+  --md-yellow-A200: #ff0;
+  --md-yellow-A400: #ffea00;
+  --md-yellow-A700: #ffd600;
+  --md-amber-50: #fff8e1;
+  --md-amber-100: #ffecb3;
+  --md-amber-200: #ffe082;
+  --md-amber-300: #ffd54f;
+  --md-amber-400: #ffca28;
+  --md-amber-500: #ffc107;
+  --md-amber-600: #ffb300;
+  --md-amber-700: #ffa000;
+  --md-amber-800: #ff8f00;
+  --md-amber-900: #ff6f00;
+  --md-amber-A100: #ffe57f;
+  --md-amber-A200: #ffd740;
+  --md-amber-A400: #ffc400;
+  --md-amber-A700: #ffab00;
+  --md-orange-50: #fff3e0;
+  --md-orange-100: #ffe0b2;
+  --md-orange-200: #ffcc80;
+  --md-orange-300: #ffb74d;
+  --md-orange-400: #ffa726;
+  --md-orange-500: #ff9800;
+  --md-orange-600: #fb8c00;
+  --md-orange-700: #f57c00;
+  --md-orange-800: #ef6c00;
+  --md-orange-900: #e65100;
+  --md-orange-A100: #ffd180;
+  --md-orange-A200: #ffab40;
+  --md-orange-A400: #ff9100;
+  --md-orange-A700: #ff6d00;
+  --md-deep-orange-50: #fbe9e7;
+  --md-deep-orange-100: #ffccbc;
+  --md-deep-orange-200: #ffab91;
+  --md-deep-orange-300: #ff8a65;
+  --md-deep-orange-400: #ff7043;
+  --md-deep-orange-500: #ff5722;
+  --md-deep-orange-600: #f4511e;
+  --md-deep-orange-700: #e64a19;
+  --md-deep-orange-800: #d84315;
+  --md-deep-orange-900: #bf360c;
+  --md-deep-orange-A100: #ff9e80;
+  --md-deep-orange-A200: #ff6e40;
+  --md-deep-orange-A400: #ff3d00;
+  --md-deep-orange-A700: #dd2c00;
+  --md-brown-50: #efebe9;
+  --md-brown-100: #d7ccc8;
+  --md-brown-200: #bcaaa4;
+  --md-brown-300: #a1887f;
+  --md-brown-400: #8d6e63;
+  --md-brown-500: #795548;
+  --md-brown-600: #6d4c41;
+  --md-brown-700: #5d4037;
+  --md-brown-800: #4e342e;
+  --md-brown-900: #3e2723;
+  --md-grey-50: #fafafa;
+  --md-grey-100: #f5f5f5;
+  --md-grey-200: #eee;
+  --md-grey-300: #e0e0e0;
+  --md-grey-400: #bdbdbd;
+  --md-grey-500: #9e9e9e;
+  --md-grey-600: #757575;
+  --md-grey-700: #616161;
+  --md-grey-800: #424242;
+  --md-grey-900: #212121;
+  --md-blue-grey-50: #eceff1;
+  --md-blue-grey-100: #cfd8dc;
+  --md-blue-grey-200: #b0bec5;
+  --md-blue-grey-300: #90a4ae;
+  --md-blue-grey-400: #78909c;
+  --md-blue-grey-500: #607d8b;
+  --md-blue-grey-600: #546e7a;
+  --md-blue-grey-700: #455a64;
+  --md-blue-grey-800: #37474f;
+  --md-blue-grey-900: #263238;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2017, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| RenderedText
+|----------------------------------------------------------------------------*/
+
+:root {
+  /* This is the padding value to fill the gaps between lines containing spans with background color. */
+  --jp-private-code-span-padding: calc(
+    (var(--jp-code-line-height) - 1) * var(--jp-code-font-size) / 2
+  );
+}
+
+.jp-RenderedText {
+  text-align: left;
+  padding-left: var(--jp-code-padding);
+  line-height: var(--jp-code-line-height);
+  font-family: var(--jp-code-font-family);
+}
+
+.jp-RenderedText pre,
+.jp-RenderedJavaScript pre,
+.jp-RenderedHTMLCommon pre {
+  color: var(--jp-content-font-color1);
+  font-size: var(--jp-code-font-size);
+  border: none;
+  margin: 0;
+  padding: 0;
+}
+
+.jp-RenderedText pre a:link {
+  text-decoration: none;
+  color: var(--jp-content-link-color);
+}
+
+.jp-RenderedText pre a:hover {
+  text-decoration: underline;
+  color: var(--jp-content-link-color);
+}
+
+.jp-RenderedText pre a:visited {
+  text-decoration: none;
+  color: var(--jp-content-link-color);
+}
+
+/* console foregrounds and backgrounds */
+.jp-RenderedText pre .ansi-black-fg {
+  color: #3e424d;
+}
+
+.jp-RenderedText pre .ansi-red-fg {
+  color: #e75c58;
+}
+
+.jp-RenderedText pre .ansi-green-fg {
+  color: #00a250;
+}
+
+.jp-RenderedText pre .ansi-yellow-fg {
+  color: #ddb62b;
+}
+
+.jp-RenderedText pre .ansi-blue-fg {
+  color: #208ffb;
+}
+
+.jp-RenderedText pre .ansi-magenta-fg {
+  color: #d160c4;
+}
+
+.jp-RenderedText pre .ansi-cyan-fg {
+  color: #60c6c8;
+}
+
+.jp-RenderedText pre .ansi-white-fg {
+  color: #c5c1b4;
+}
+
+.jp-RenderedText pre .ansi-black-bg {
+  background-color: #3e424d;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-red-bg {
+  background-color: #e75c58;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-green-bg {
+  background-color: #00a250;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-yellow-bg {
+  background-color: #ddb62b;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-blue-bg {
+  background-color: #208ffb;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-magenta-bg {
+  background-color: #d160c4;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-cyan-bg {
+  background-color: #60c6c8;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-white-bg {
+  background-color: #c5c1b4;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-black-intense-fg {
+  color: #282c36;
+}
+
+.jp-RenderedText pre .ansi-red-intense-fg {
+  color: #b22b31;
+}
+
+.jp-RenderedText pre .ansi-green-intense-fg {
+  color: #007427;
+}
+
+.jp-RenderedText pre .ansi-yellow-intense-fg {
+  color: #b27d12;
+}
+
+.jp-RenderedText pre .ansi-blue-intense-fg {
+  color: #0065ca;
+}
+
+.jp-RenderedText pre .ansi-magenta-intense-fg {
+  color: #a03196;
+}
+
+.jp-RenderedText pre .ansi-cyan-intense-fg {
+  color: #258f8f;
+}
+
+.jp-RenderedText pre .ansi-white-intense-fg {
+  color: #a1a6b2;
+}
+
+.jp-RenderedText pre .ansi-black-intense-bg {
+  background-color: #282c36;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-red-intense-bg {
+  background-color: #b22b31;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-green-intense-bg {
+  background-color: #007427;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-yellow-intense-bg {
+  background-color: #b27d12;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-blue-intense-bg {
+  background-color: #0065ca;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-magenta-intense-bg {
+  background-color: #a03196;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-cyan-intense-bg {
+  background-color: #258f8f;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-white-intense-bg {
+  background-color: #a1a6b2;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-default-inverse-fg {
+  color: var(--jp-ui-inverse-font-color0);
+}
+
+.jp-RenderedText pre .ansi-default-inverse-bg {
+  background-color: var(--jp-inverse-layout-color0);
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-bold {
+  font-weight: bold;
+}
+
+.jp-RenderedText pre .ansi-underline {
+  text-decoration: underline;
+}
+
+.jp-RenderedText[data-mime-type='application/vnd.jupyter.stderr'] {
+  background: var(--jp-rendermime-error-background);
+  padding-top: var(--jp-code-padding);
+}
+
+/*-----------------------------------------------------------------------------
+| RenderedLatex
+|----------------------------------------------------------------------------*/
+
+.jp-RenderedLatex {
+  color: var(--jp-content-font-color1);
+  font-size: var(--jp-content-font-size1);
+  line-height: var(--jp-content-line-height);
+}
+
+/* Left-justify outputs.*/
+.jp-OutputArea-output.jp-RenderedLatex {
+  padding: var(--jp-code-padding);
+  text-align: left;
+}
+
+/*-----------------------------------------------------------------------------
+| RenderedHTML
+|----------------------------------------------------------------------------*/
+
+.jp-RenderedHTMLCommon {
+  color: var(--jp-content-font-color1);
+  font-family: var(--jp-content-font-family);
+  font-size: var(--jp-content-font-size1);
+  line-height: var(--jp-content-line-height);
+
+  /* Give a bit more R padding on Markdown text to keep line lengths reasonable */
+  padding-right: 20px;
+}
+
+.jp-RenderedHTMLCommon em {
+  font-style: italic;
+}
+
+.jp-RenderedHTMLCommon strong {
+  font-weight: bold;
+}
+
+.jp-RenderedHTMLCommon u {
+  text-decoration: underline;
+}
+
+.jp-RenderedHTMLCommon a:link {
+  text-decoration: none;
+  color: var(--jp-content-link-color);
+}
+
+.jp-RenderedHTMLCommon a:hover {
+  text-decoration: underline;
+  color: var(--jp-content-link-color);
+}
+
+.jp-RenderedHTMLCommon a:visited {
+  text-decoration: none;
+  color: var(--jp-content-link-color);
+}
+
+/* Headings */
+
+.jp-RenderedHTMLCommon h1,
+.jp-RenderedHTMLCommon h2,
+.jp-RenderedHTMLCommon h3,
+.jp-RenderedHTMLCommon h4,
+.jp-RenderedHTMLCommon h5,
+.jp-RenderedHTMLCommon h6 {
+  line-height: var(--jp-content-heading-line-height);
+  font-weight: var(--jp-content-heading-font-weight);
+  font-style: normal;
+  margin: var(--jp-content-heading-margin-top) 0
+    var(--jp-content-heading-margin-bottom) 0;
+}
+
+.jp-RenderedHTMLCommon h1:first-child,
+.jp-RenderedHTMLCommon h2:first-child,
+.jp-RenderedHTMLCommon h3:first-child,
+.jp-RenderedHTMLCommon h4:first-child,
+.jp-RenderedHTMLCommon h5:first-child,
+.jp-RenderedHTMLCommon h6:first-child {
+  margin-top: calc(0.5 * var(--jp-content-heading-margin-top));
+}
+
+.jp-RenderedHTMLCommon h1:last-child,
+.jp-RenderedHTMLCommon h2:last-child,
+.jp-RenderedHTMLCommon h3:last-child,
+.jp-RenderedHTMLCommon h4:last-child,
+.jp-RenderedHTMLCommon h5:last-child,
+.jp-RenderedHTMLCommon h6:last-child {
+  margin-bottom: calc(0.5 * var(--jp-content-heading-margin-bottom));
+}
+
+.jp-RenderedHTMLCommon h1 {
+  font-size: var(--jp-content-font-size5);
+}
+
+.jp-RenderedHTMLCommon h2 {
+  font-size: var(--jp-content-font-size4);
+}
+
+.jp-RenderedHTMLCommon h3 {
+  font-size: var(--jp-content-font-size3);
+}
+
+.jp-RenderedHTMLCommon h4 {
+  font-size: var(--jp-content-font-size2);
+}
+
+.jp-RenderedHTMLCommon h5 {
+  font-size: var(--jp-content-font-size1);
+}
+
+.jp-RenderedHTMLCommon h6 {
+  font-size: var(--jp-content-font-size0);
+}
+
+/* Lists */
+
+/* stylelint-disable selector-max-type, selector-max-compound-selectors */
+
+.jp-RenderedHTMLCommon ul:not(.list-inline),
+.jp-RenderedHTMLCommon ol:not(.list-inline) {
+  padding-left: 2em;
+}
+
+.jp-RenderedHTMLCommon ul {
+  list-style: disc;
+}
+
+.jp-RenderedHTMLCommon ul ul {
+  list-style: square;
+}
+
+.jp-RenderedHTMLCommon ul ul ul {
+  list-style: circle;
+}
+
+.jp-RenderedHTMLCommon ol {
+  list-style: decimal;
+}
+
+.jp-RenderedHTMLCommon ol ol {
+  list-style: upper-alpha;
+}
+
+.jp-RenderedHTMLCommon ol ol ol {
+  list-style: lower-alpha;
+}
+
+.jp-RenderedHTMLCommon ol ol ol ol {
+  list-style: lower-roman;
+}
+
+.jp-RenderedHTMLCommon ol ol ol ol ol {
+  list-style: decimal;
+}
+
+.jp-RenderedHTMLCommon ol,
+.jp-RenderedHTMLCommon ul {
+  margin-bottom: 1em;
+}
+
+.jp-RenderedHTMLCommon ul ul,
+.jp-RenderedHTMLCommon ul ol,
+.jp-RenderedHTMLCommon ol ul,
+.jp-RenderedHTMLCommon ol ol {
+  margin-bottom: 0;
+}
+
+/* stylelint-enable selector-max-type, selector-max-compound-selectors */
+
+.jp-RenderedHTMLCommon hr {
+  color: var(--jp-border-color2);
+  background-color: var(--jp-border-color1);
+  margin-top: 1em;
+  margin-bottom: 1em;
+}
+
+.jp-RenderedHTMLCommon > pre {
+  margin: 1.5em 2em;
+}
+
+.jp-RenderedHTMLCommon pre,
+.jp-RenderedHTMLCommon code {
+  border: 0;
+  background-color: var(--jp-layout-color0);
+  color: var(--jp-content-font-color1);
+  font-family: var(--jp-code-font-family);
+  font-size: inherit;
+  line-height: var(--jp-code-line-height);
+  padding: 0;
+  white-space: pre-wrap;
+}
+
+.jp-RenderedHTMLCommon :not(pre) > code {
+  background-color: var(--jp-layout-color2);
+  padding: 1px 5px;
+}
+
+/* Tables */
+
+.jp-RenderedHTMLCommon table {
+  border-collapse: collapse;
+  border-spacing: 0;
+  border: none;
+  color: var(--jp-ui-font-color1);
+  font-size: var(--jp-ui-font-size1);
+  table-layout: fixed;
+  margin-left: auto;
+  margin-bottom: 1em;
+  margin-right: auto;
+}
+
+.jp-RenderedHTMLCommon thead {
+  border-bottom: var(--jp-border-width) solid var(--jp-border-color1);
+  vertical-align: bottom;
+}
+
+.jp-RenderedHTMLCommon td,
+.jp-RenderedHTMLCommon th,
+.jp-RenderedHTMLCommon tr {
+  vertical-align: middle;
+  padding: 0.5em;
+  line-height: normal;
+  white-space: normal;
+  max-width: none;
+  border: none;
+}
+
+.jp-RenderedMarkdown.jp-RenderedHTMLCommon td,
+.jp-RenderedMarkdown.jp-RenderedHTMLCommon th {
+  max-width: none;
+}
+
+:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon td,
+:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon th,
+:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon tr {
+  text-align: right;
+}
+
+.jp-RenderedHTMLCommon th {
+  font-weight: bold;
+}
+
+.jp-RenderedHTMLCommon tbody tr:nth-child(odd) {
+  background: var(--jp-layout-color0);
+}
+
+.jp-RenderedHTMLCommon tbody tr:nth-child(even) {
+  background: var(--jp-rendermime-table-row-background);
+}
+
+.jp-RenderedHTMLCommon tbody tr:hover {
+  background: var(--jp-rendermime-table-row-hover-background);
+}
+
+.jp-RenderedHTMLCommon p {
+  text-align: left;
+  margin: 0;
+  margin-bottom: 1em;
+}
+
+.jp-RenderedHTMLCommon img {
+  -moz-force-broken-image-icon: 1;
+}
+
+/* Restrict to direct children as other images could be nested in other content. */
+.jp-RenderedHTMLCommon > img {
+  display: block;
+  margin-left: 0;
+  margin-right: 0;
+  margin-bottom: 1em;
+}
+
+/* Change color behind transparent images if they need it... */
+[data-jp-theme-light='false'] .jp-RenderedImage img.jp-needs-light-background {
+  background-color: var(--jp-inverse-layout-color1);
+}
+
+[data-jp-theme-light='true'] .jp-RenderedImage img.jp-needs-dark-background {
+  background-color: var(--jp-inverse-layout-color1);
+}
+
+.jp-RenderedHTMLCommon img,
+.jp-RenderedImage img,
+.jp-RenderedHTMLCommon svg,
+.jp-RenderedSVG svg {
+  max-width: 100%;
+  height: auto;
+}
+
+.jp-RenderedHTMLCommon img.jp-mod-unconfined,
+.jp-RenderedImage img.jp-mod-unconfined,
+.jp-RenderedHTMLCommon svg.jp-mod-unconfined,
+.jp-RenderedSVG svg.jp-mod-unconfined {
+  max-width: none;
+}
+
+.jp-RenderedHTMLCommon .alert {
+  padding: var(--jp-notebook-padding);
+  border: var(--jp-border-width) solid transparent;
+  border-radius: var(--jp-border-radius);
+  margin-bottom: 1em;
+}
+
+.jp-RenderedHTMLCommon .alert-info {
+  color: var(--jp-info-color0);
+  background-color: var(--jp-info-color3);
+  border-color: var(--jp-info-color2);
+}
+
+.jp-RenderedHTMLCommon .alert-info hr {
+  border-color: var(--jp-info-color3);
+}
+
+.jp-RenderedHTMLCommon .alert-info > p:last-child,
+.jp-RenderedHTMLCommon .alert-info > ul:last-child {
+  margin-bottom: 0;
+}
+
+.jp-RenderedHTMLCommon .alert-warning {
+  color: var(--jp-warn-color0);
+  background-color: var(--jp-warn-color3);
+  border-color: var(--jp-warn-color2);
+}
+
+.jp-RenderedHTMLCommon .alert-warning hr {
+  border-color: var(--jp-warn-color3);
+}
+
+.jp-RenderedHTMLCommon .alert-warning > p:last-child,
+.jp-RenderedHTMLCommon .alert-warning > ul:last-child {
+  margin-bottom: 0;
+}
+
+.jp-RenderedHTMLCommon .alert-success {
+  color: var(--jp-success-color0);
+  background-color: var(--jp-success-color3);
+  border-color: var(--jp-success-color2);
+}
+
+.jp-RenderedHTMLCommon .alert-success hr {
+  border-color: var(--jp-success-color3);
+}
+
+.jp-RenderedHTMLCommon .alert-success > p:last-child,
+.jp-RenderedHTMLCommon .alert-success > ul:last-child {
+  margin-bottom: 0;
+}
+
+.jp-RenderedHTMLCommon .alert-danger {
+  color: var(--jp-error-color0);
+  background-color: var(--jp-error-color3);
+  border-color: var(--jp-error-color2);
+}
+
+.jp-RenderedHTMLCommon .alert-danger hr {
+  border-color: var(--jp-error-color3);
+}
+
+.jp-RenderedHTMLCommon .alert-danger > p:last-child,
+.jp-RenderedHTMLCommon .alert-danger > ul:last-child {
+  margin-bottom: 0;
+}
+
+.jp-RenderedHTMLCommon blockquote {
+  margin: 1em 2em;
+  padding: 0 1em;
+  border-left: 5px solid var(--jp-border-color2);
+}
+
+a.jp-InternalAnchorLink {
+  visibility: hidden;
+  margin-left: 8px;
+  color: var(--md-blue-800);
+}
+
+h1:hover .jp-InternalAnchorLink,
+h2:hover .jp-InternalAnchorLink,
+h3:hover .jp-InternalAnchorLink,
+h4:hover .jp-InternalAnchorLink,
+h5:hover .jp-InternalAnchorLink,
+h6:hover .jp-InternalAnchorLink {
+  visibility: visible;
+}
+
+.jp-RenderedHTMLCommon kbd {
+  background-color: var(--jp-rendermime-table-row-background);
+  border: 1px solid var(--jp-border-color0);
+  border-bottom-color: var(--jp-border-color2);
+  border-radius: 3px;
+  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
+  display: inline-block;
+  font-size: var(--jp-ui-font-size0);
+  line-height: 1em;
+  padding: 0.2em 0.5em;
+}
+
+/* Most direct children of .jp-RenderedHTMLCommon have a margin-bottom of 1.0.
+ * At the bottom of cells this is a bit too much as there is also spacing
+ * between cells. Going all the way to 0 gets too tight between markdown and
+ * code cells.
+ */
+.jp-RenderedHTMLCommon > *:last-child {
+  margin-bottom: 0.5em;
+}
+
+/*
+ * Copyright (c) Jupyter Development Team.
+ * Distributed under the terms of the Modified BSD License.
+ */
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+.lm-cursor-backdrop {
+  position: fixed;
+  width: 200px;
+  height: 200px;
+  margin-top: -100px;
+  margin-left: -100px;
+  will-change: transform;
+  z-index: 100;
+}
+
+.lm-mod-drag-image {
+  will-change: transform;
+}
+
+/*
+ * Copyright (c) Jupyter Development Team.
+ * Distributed under the terms of the Modified BSD License.
+ */
+
+.jp-lineFormSearch {
+  padding: 4px 12px;
+  background-color: var(--jp-layout-color2);
+  box-shadow: var(--jp-toolbar-box-shadow);
+  z-index: 2;
+  font-size: var(--jp-ui-font-size1);
+}
+
+.jp-lineFormCaption {
+  font-size: var(--jp-ui-font-size0);
+  line-height: var(--jp-ui-font-size1);
+  margin-top: 4px;
+  color: var(--jp-ui-font-color0);
+}
+
+.jp-baseLineForm {
+  border: none;
+  border-radius: 0;
+  position: absolute;
+  background-size: 16px;
+  background-repeat: no-repeat;
+  background-position: center;
+  outline: none;
+}
+
+.jp-lineFormButtonContainer {
+  top: 4px;
+  right: 8px;
+  height: 24px;
+  padding: 0 12px;
+  width: 12px;
+}
+
+.jp-lineFormButtonIcon {
+  top: 0;
+  right: 0;
+  background-color: var(--jp-brand-color1);
+  height: 100%;
+  width: 100%;
+  box-sizing: border-box;
+  padding: 4px 6px;
+}
+
+.jp-lineFormButton {
+  top: 0;
+  right: 0;
+  background-color: transparent;
+  height: 100%;
+  width: 100%;
+  box-sizing: border-box;
+}
+
+.jp-lineFormWrapper {
+  overflow: hidden;
+  padding: 0 8px;
+  border: 1px solid var(--jp-border-color0);
+  background-color: var(--jp-input-active-background);
+  height: 22px;
+}
+
+.jp-lineFormWrapperFocusWithin {
+  border: var(--jp-border-width) solid var(--md-blue-500);
+  box-shadow: inset 0 0 4px var(--md-blue-300);
+}
+
+.jp-lineFormInput {
+  background: transparent;
+  width: 200px;
+  height: 100%;
+  border: none;
+  outline: none;
+  color: var(--jp-ui-font-color0);
+  line-height: 28px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2016, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-JSONEditor {
+  display: flex;
+  flex-direction: column;
+  width: 100%;
+}
+
+.jp-JSONEditor-host {
+  flex: 1 1 auto;
+  border: var(--jp-border-width) solid var(--jp-input-border-color);
+  border-radius: 0;
+  background: var(--jp-layout-color0);
+  min-height: 50px;
+  padding: 1px;
+}
+
+.jp-JSONEditor.jp-mod-error .jp-JSONEditor-host {
+  border-color: red;
+  outline-color: red;
+}
+
+.jp-JSONEditor-header {
+  display: flex;
+  flex: 1 0 auto;
+  padding: 0 0 0 12px;
+}
+
+.jp-JSONEditor-header label {
+  flex: 0 0 auto;
+}
+
+.jp-JSONEditor-commitButton {
+  height: 16px;
+  width: 16px;
+  background-size: 18px;
+  background-repeat: no-repeat;
+  background-position: center;
+}
+
+.jp-JSONEditor-host.jp-mod-focused {
+  background-color: var(--jp-input-active-background);
+  border: 1px solid var(--jp-input-active-border-color);
+  box-shadow: var(--jp-input-box-shadow);
+}
+
+.jp-Editor.jp-mod-dropTarget {
+  border: var(--jp-border-width) solid var(--jp-input-active-border-color);
+  box-shadow: var(--jp-input-box-shadow);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+.jp-DocumentSearch-input {
+  border: none;
+  outline: none;
+  color: var(--jp-ui-font-color0);
+  font-size: var(--jp-ui-font-size1);
+  background-color: var(--jp-layout-color0);
+  font-family: var(--jp-ui-font-family);
+  padding: 2px 1px;
+  resize: none;
+}
+
+.jp-DocumentSearch-overlay {
+  position: absolute;
+  background-color: var(--jp-toolbar-background);
+  border-bottom: var(--jp-border-width) solid var(--jp-toolbar-border-color);
+  border-left: var(--jp-border-width) solid var(--jp-toolbar-border-color);
+  top: 0;
+  right: 0;
+  z-index: 7;
+  min-width: 405px;
+  padding: 2px;
+  font-size: var(--jp-ui-font-size1);
+
+  --jp-private-document-search-button-height: 20px;
+}
+
+.jp-DocumentSearch-overlay button {
+  background-color: var(--jp-toolbar-background);
+  outline: 0;
+}
+
+.jp-DocumentSearch-overlay button:hover {
+  background-color: var(--jp-layout-color2);
+}
+
+.jp-DocumentSearch-overlay button:active {
+  background-color: var(--jp-layout-color3);
+}
+
+.jp-DocumentSearch-overlay-row {
+  display: flex;
+  align-items: center;
+  margin-bottom: 2px;
+}
+
+.jp-DocumentSearch-button-content {
+  display: inline-block;
+  cursor: pointer;
+  box-sizing: border-box;
+  width: 100%;
+  height: 100%;
+}
+
+.jp-DocumentSearch-button-content svg {
+  width: 100%;
+  height: 100%;
+}
+
+.jp-DocumentSearch-input-wrapper {
+  border: var(--jp-border-width) solid var(--jp-border-color0);
+  display: flex;
+  background-color: var(--jp-layout-color0);
+  margin: 2px;
+}
+
+.jp-DocumentSearch-input-wrapper:focus-within {
+  border-color: var(--jp-cell-editor-active-border-color);
+}
+
+.jp-DocumentSearch-toggle-wrapper,
+.jp-DocumentSearch-button-wrapper {
+  all: initial;
+  overflow: hidden;
+  display: inline-block;
+  border: none;
+  box-sizing: border-box;
+}
+
+.jp-DocumentSearch-toggle-wrapper {
+  width: 14px;
+  height: 14px;
+}
+
+.jp-DocumentSearch-button-wrapper {
+  width: var(--jp-private-document-search-button-height);
+  height: var(--jp-private-document-search-button-height);
+}
+
+.jp-DocumentSearch-toggle-wrapper:focus,
+.jp-DocumentSearch-button-wrapper:focus {
+  outline: var(--jp-border-width) solid
+    var(--jp-cell-editor-active-border-color);
+  outline-offset: -1px;
+}
+
+.jp-DocumentSearch-toggle-wrapper,
+.jp-DocumentSearch-button-wrapper,
+.jp-DocumentSearch-button-content:focus {
+  outline: none;
+}
+
+.jp-DocumentSearch-toggle-placeholder {
+  width: 5px;
+}
+
+.jp-DocumentSearch-input-button::before {
+  display: block;
+  padding-top: 100%;
+}
+
+.jp-DocumentSearch-input-button-off {
+  opacity: var(--jp-search-toggle-off-opacity);
+}
+
+.jp-DocumentSearch-input-button-off:hover {
+  opacity: var(--jp-search-toggle-hover-opacity);
+}
+
+.jp-DocumentSearch-input-button-on {
+  opacity: var(--jp-search-toggle-on-opacity);
+}
+
+.jp-DocumentSearch-index-counter {
+  padding-left: 10px;
+  padding-right: 10px;
+  user-select: none;
+  min-width: 35px;
+  display: inline-block;
+}
+
+.jp-DocumentSearch-up-down-wrapper {
+  display: inline-block;
+  padding-right: 2px;
+  margin-left: auto;
+  white-space: nowrap;
+}
+
+.jp-DocumentSearch-spacer {
+  margin-left: auto;
+}
+
+.jp-DocumentSearch-up-down-wrapper button {
+  outline: 0;
+  border: none;
+  width: var(--jp-private-document-search-button-height);
+  height: var(--jp-private-document-search-button-height);
+  vertical-align: middle;
+  margin: 1px 5px 2px;
+}
+
+.jp-DocumentSearch-up-down-button:hover {
+  background-color: var(--jp-layout-color2);
+}
+
+.jp-DocumentSearch-up-down-button:active {
+  background-color: var(--jp-layout-color3);
+}
+
+.jp-DocumentSearch-filter-button {
+  border-radius: var(--jp-border-radius);
+}
+
+.jp-DocumentSearch-filter-button:hover {
+  background-color: var(--jp-layout-color2);
+}
+
+.jp-DocumentSearch-filter-button-enabled {
+  background-color: var(--jp-layout-color2);
+}
+
+.jp-DocumentSearch-filter-button-enabled:hover {
+  background-color: var(--jp-layout-color3);
+}
+
+.jp-DocumentSearch-search-options {
+  padding: 0 8px;
+  margin-left: 3px;
+  width: 100%;
+  display: grid;
+  justify-content: start;
+  grid-template-columns: 1fr 1fr;
+  align-items: center;
+  justify-items: stretch;
+}
+
+.jp-DocumentSearch-search-filter-disabled {
+  color: var(--jp-ui-font-color2);
+}
+
+.jp-DocumentSearch-search-filter {
+  display: flex;
+  align-items: center;
+  user-select: none;
+}
+
+.jp-DocumentSearch-regex-error {
+  color: var(--jp-error-color0);
+}
+
+.jp-DocumentSearch-replace-button-wrapper {
+  overflow: hidden;
+  display: inline-block;
+  box-sizing: border-box;
+  border: var(--jp-border-width) solid var(--jp-border-color0);
+  margin: auto 2px;
+  padding: 1px 4px;
+  height: calc(var(--jp-private-document-search-button-height) + 2px);
+}
+
+.jp-DocumentSearch-replace-button-wrapper:focus {
+  border: var(--jp-border-width) solid var(--jp-cell-editor-active-border-color);
+}
+
+.jp-DocumentSearch-replace-button {
+  display: inline-block;
+  text-align: center;
+  cursor: pointer;
+  box-sizing: border-box;
+  color: var(--jp-ui-font-color1);
+
+  /* height - 2 * (padding of wrapper) */
+  line-height: calc(var(--jp-private-document-search-button-height) - 2px);
+  width: 100%;
+  height: 100%;
+}
+
+.jp-DocumentSearch-replace-button:focus {
+  outline: none;
+}
+
+.jp-DocumentSearch-replace-wrapper-class {
+  margin-left: 14px;
+  display: flex;
+}
+
+.jp-DocumentSearch-replace-toggle {
+  border: none;
+  background-color: var(--jp-toolbar-background);
+  border-radius: var(--jp-border-radius);
+}
+
+.jp-DocumentSearch-replace-toggle:hover {
+  background-color: var(--jp-layout-color2);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.cm-editor {
+  line-height: var(--jp-code-line-height);
+  font-size: var(--jp-code-font-size);
+  font-family: var(--jp-code-font-family);
+  border: 0;
+  border-radius: 0;
+  height: auto;
+
+  /* Changed to auto to autogrow */
+}
+
+.cm-editor pre {
+  padding: 0 var(--jp-code-padding);
+}
+
+.jp-CodeMirrorEditor[data-type='inline'] .cm-dialog {
+  background-color: var(--jp-layout-color0);
+  color: var(--jp-content-font-color1);
+}
+
+.jp-CodeMirrorEditor {
+  cursor: text;
+}
+
+/* When zoomed out 67% and 33% on a screen of 1440 width x 900 height */
+@media screen and (min-width: 2138px) and (max-width: 4319px) {
+  .jp-CodeMirrorEditor[data-type='inline'] .cm-cursor {
+    border-left: var(--jp-code-cursor-width1) solid
+      var(--jp-editor-cursor-color);
+  }
+}
+
+/* When zoomed out less than 33% */
+@media screen and (min-width: 4320px) {
+  .jp-CodeMirrorEditor[data-type='inline'] .cm-cursor {
+    border-left: var(--jp-code-cursor-width2) solid
+      var(--jp-editor-cursor-color);
+  }
+}
+
+.cm-editor.jp-mod-readOnly .cm-cursor {
+  display: none;
+}
+
+.jp-CollaboratorCursor {
+  border-left: 5px solid transparent;
+  border-right: 5px solid transparent;
+  border-top: none;
+  border-bottom: 3px solid;
+  background-clip: content-box;
+  margin-left: -5px;
+  margin-right: -5px;
+}
+
+.cm-searching,
+.cm-searching span {
+  /* `.cm-searching span`: we need to override syntax highlighting */
+  background-color: var(--jp-search-unselected-match-background-color);
+  color: var(--jp-search-unselected-match-color);
+}
+
+.cm-searching::selection,
+.cm-searching span::selection {
+  background-color: var(--jp-search-unselected-match-background-color);
+  color: var(--jp-search-unselected-match-color);
+}
+
+.jp-current-match > .cm-searching,
+.jp-current-match > .cm-searching span,
+.cm-searching > .jp-current-match,
+.cm-searching > .jp-current-match span {
+  background-color: var(--jp-search-selected-match-background-color);
+  color: var(--jp-search-selected-match-color);
+}
+
+.jp-current-match > .cm-searching::selection,
+.cm-searching > .jp-current-match::selection,
+.jp-current-match > .cm-searching span::selection {
+  background-color: var(--jp-search-selected-match-background-color);
+  color: var(--jp-search-selected-match-color);
+}
+
+.cm-trailingspace {
+  background-image: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAgAAAAFCAYAAAB4ka1VAAAAsElEQVQIHQGlAFr/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA7+r3zKmT0/+pk9P/7+r3zAAAAAAAAAAABAAAAAAAAAAA6OPzM+/q9wAAAAAA6OPzMwAAAAAAAAAAAgAAAAAAAAAAGR8NiRQaCgAZIA0AGR8NiQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQyoYJ/SY80UAAAAASUVORK5CYII=);
+  background-position: center left;
+  background-repeat: repeat-x;
+}
+
+.jp-CollaboratorCursor-hover {
+  position: absolute;
+  z-index: 1;
+  transform: translateX(-50%);
+  color: white;
+  border-radius: 3px;
+  padding-left: 4px;
+  padding-right: 4px;
+  padding-top: 1px;
+  padding-bottom: 1px;
+  text-align: center;
+  font-size: var(--jp-ui-font-size1);
+  white-space: nowrap;
+}
+
+.jp-CodeMirror-ruler {
+  border-left: 1px dashed var(--jp-border-color2);
+}
+
+/* Styles for shared cursors (remote cursor locations and selected ranges) */
+.jp-CodeMirrorEditor .cm-ySelectionCaret {
+  position: relative;
+  border-left: 1px solid black;
+  margin-left: -1px;
+  margin-right: -1px;
+  box-sizing: border-box;
+}
+
+.jp-CodeMirrorEditor .cm-ySelectionCaret > .cm-ySelectionInfo {
+  white-space: nowrap;
+  position: absolute;
+  top: -1.15em;
+  padding-bottom: 0.05em;
+  left: -1px;
+  font-size: 0.95em;
+  font-family: var(--jp-ui-font-family);
+  font-weight: bold;
+  line-height: normal;
+  user-select: none;
+  color: white;
+  padding-left: 2px;
+  padding-right: 2px;
+  z-index: 101;
+  transition: opacity 0.3s ease-in-out;
+}
+
+.jp-CodeMirrorEditor .cm-ySelectionInfo {
+  transition-delay: 0.7s;
+  opacity: 0;
+}
+
+.jp-CodeMirrorEditor .cm-ySelectionCaret:hover > .cm-ySelectionInfo {
+  opacity: 1;
+  transition-delay: 0s;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-MimeDocument {
+  outline: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Variables
+|----------------------------------------------------------------------------*/
+
+:root {
+  --jp-private-filebrowser-button-height: 28px;
+  --jp-private-filebrowser-button-width: 48px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-FileBrowser .jp-SidePanel-content {
+  display: flex;
+  flex-direction: column;
+}
+
+.jp-FileBrowser-toolbar.jp-Toolbar {
+  flex-wrap: wrap;
+  row-gap: 12px;
+  border-bottom: none;
+  height: auto;
+  margin: 8px 12px 0;
+  box-shadow: none;
+  padding: 0;
+  justify-content: flex-start;
+}
+
+.jp-FileBrowser-Panel {
+  flex: 1 1 auto;
+  display: flex;
+  flex-direction: column;
+}
+
+.jp-BreadCrumbs {
+  flex: 0 0 auto;
+  margin: 8px 12px;
+}
+
+.jp-BreadCrumbs-item {
+  margin: 0 2px;
+  padding: 0 2px;
+  border-radius: var(--jp-border-radius);
+  cursor: pointer;
+}
+
+.jp-BreadCrumbs-item:hover {
+  background-color: var(--jp-layout-color2);
+}
+
+.jp-BreadCrumbs-item:first-child {
+  margin-left: 0;
+}
+
+.jp-BreadCrumbs-item.jp-mod-dropTarget {
+  background-color: var(--jp-brand-color2);
+  opacity: 0.7;
+}
+
+/*-----------------------------------------------------------------------------
+| Buttons
+|----------------------------------------------------------------------------*/
+
+.jp-FileBrowser-toolbar > .jp-Toolbar-item {
+  flex: 0 0 auto;
+  padding-left: 0;
+  padding-right: 2px;
+  align-items: center;
+  height: unset;
+}
+
+.jp-FileBrowser-toolbar > .jp-Toolbar-item .jp-ToolbarButtonComponent {
+  width: 40px;
+}
+
+/*-----------------------------------------------------------------------------
+| Other styles
+|----------------------------------------------------------------------------*/
+
+.jp-FileDialog.jp-mod-conflict input {
+  color: var(--jp-error-color1);
+}
+
+.jp-FileDialog .jp-new-name-title {
+  margin-top: 12px;
+}
+
+.jp-LastModified-hidden {
+  display: none;
+}
+
+.jp-FileSize-hidden {
+  display: none;
+}
+
+.jp-FileBrowser .lm-AccordionPanel > h3:first-child {
+  display: none;
+}
+
+/*-----------------------------------------------------------------------------
+| DirListing
+|----------------------------------------------------------------------------*/
+
+.jp-DirListing {
+  flex: 1 1 auto;
+  display: flex;
+  flex-direction: column;
+  outline: 0;
+}
+
+.jp-DirListing-header {
+  flex: 0 0 auto;
+  display: flex;
+  flex-direction: row;
+  align-items: center;
+  overflow: hidden;
+  border-top: var(--jp-border-width) solid var(--jp-border-color2);
+  border-bottom: var(--jp-border-width) solid var(--jp-border-color1);
+  box-shadow: var(--jp-toolbar-box-shadow);
+  z-index: 2;
+}
+
+.jp-DirListing-headerItem {
+  padding: 4px 12px 2px;
+  font-weight: 500;
+}
+
+.jp-DirListing-headerItem:hover {
+  background: var(--jp-layout-color2);
+}
+
+.jp-DirListing-headerItem.jp-id-name {
+  flex: 1 0 84px;
+}
+
+.jp-DirListing-headerItem.jp-id-modified {
+  flex: 0 0 112px;
+  border-left: var(--jp-border-width) solid var(--jp-border-color2);
+  text-align: right;
+}
+
+.jp-DirListing-headerItem.jp-id-filesize {
+  flex: 0 0 75px;
+  border-left: var(--jp-border-width) solid var(--jp-border-color2);
+  text-align: right;
+}
+
+.jp-id-narrow {
+  display: none;
+  flex: 0 0 5px;
+  padding: 4px;
+  border-left: var(--jp-border-width) solid var(--jp-border-color2);
+  text-align: right;
+  color: var(--jp-border-color2);
+}
+
+.jp-DirListing-narrow .jp-id-narrow {
+  display: block;
+}
+
+.jp-DirListing-narrow .jp-id-modified,
+.jp-DirListing-narrow .jp-DirListing-itemModified {
+  display: none;
+}
+
+.jp-DirListing-headerItem.jp-mod-selected {
+  font-weight: 600;
+}
+
+/* increase specificity to override bundled default */
+.jp-DirListing-content {
+  flex: 1 1 auto;
+  margin: 0;
+  padding: 0;
+  list-style-type: none;
+  overflow: auto;
+  background-color: var(--jp-layout-color1);
+}
+
+.jp-DirListing-content mark {
+  color: var(--jp-ui-font-color0);
+  background-color: transparent;
+  font-weight: bold;
+}
+
+.jp-DirListing-content .jp-DirListing-item.jp-mod-selected mark {
+  color: var(--jp-ui-inverse-font-color0);
+}
+
+/* Style the directory listing content when a user drops a file to upload */
+.jp-DirListing.jp-mod-native-drop .jp-DirListing-content {
+  outline: 5px dashed rgba(128, 128, 128, 0.5);
+  outline-offset: -10px;
+  cursor: copy;
+}
+
+.jp-DirListing-item {
+  display: flex;
+  flex-direction: row;
+  align-items: center;
+  padding: 4px 12px;
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+.jp-DirListing-checkboxWrapper {
+  /* Increases hit area of checkbox. */
+  padding: 4px;
+}
+
+.jp-DirListing-header
+  .jp-DirListing-checkboxWrapper
+  + .jp-DirListing-headerItem {
+  padding-left: 4px;
+}
+
+.jp-DirListing-content .jp-DirListing-checkboxWrapper {
+  position: relative;
+  left: -4px;
+  margin: -4px 0 -4px -8px;
+}
+
+.jp-DirListing-checkboxWrapper.jp-mod-visible {
+  visibility: visible;
+}
+
+/* For devices that support hovering, hide checkboxes until hovered, selected...
+*/
+@media (hover: hover) {
+  .jp-DirListing-checkboxWrapper {
+    visibility: hidden;
+  }
+
+  .jp-DirListing-item:hover .jp-DirListing-checkboxWrapper,
+  .jp-DirListing-item.jp-mod-selected .jp-DirListing-checkboxWrapper {
+    visibility: visible;
+  }
+}
+
+.jp-DirListing-item[data-is-dot] {
+  opacity: 75%;
+}
+
+.jp-DirListing-item.jp-mod-selected {
+  color: var(--jp-ui-inverse-font-color1);
+  background: var(--jp-brand-color1);
+}
+
+.jp-DirListing-item.jp-mod-dropTarget {
+  background: var(--jp-brand-color3);
+}
+
+.jp-DirListing-item:hover:not(.jp-mod-selected) {
+  background: var(--jp-layout-color2);
+}
+
+.jp-DirListing-itemIcon {
+  flex: 0 0 20px;
+  margin-right: 4px;
+}
+
+.jp-DirListing-itemText {
+  flex: 1 0 64px;
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  user-select: none;
+}
+
+.jp-DirListing-itemText:focus {
+  outline-width: 2px;
+  outline-color: var(--jp-inverse-layout-color1);
+  outline-style: solid;
+  outline-offset: 1px;
+}
+
+.jp-DirListing-item.jp-mod-selected .jp-DirListing-itemText:focus {
+  outline-color: var(--jp-layout-color1);
+}
+
+.jp-DirListing-itemModified {
+  flex: 0 0 125px;
+  text-align: right;
+}
+
+.jp-DirListing-itemFileSize {
+  flex: 0 0 90px;
+  text-align: right;
+}
+
+.jp-DirListing-editor {
+  flex: 1 0 64px;
+  outline: none;
+  border: none;
+  color: var(--jp-ui-font-color1);
+  background-color: var(--jp-layout-color1);
+}
+
+.jp-DirListing-item.jp-mod-running .jp-DirListing-itemIcon::before {
+  color: var(--jp-success-color1);
+  content: '\25CF';
+  font-size: 8px;
+  position: absolute;
+  left: -8px;
+}
+
+.jp-DirListing-item.jp-mod-running.jp-mod-selected
+  .jp-DirListing-itemIcon::before {
+  color: var(--jp-ui-inverse-font-color1);
+}
+
+.jp-DirListing-item.lm-mod-drag-image,
+.jp-DirListing-item.jp-mod-selected.lm-mod-drag-image {
+  font-size: var(--jp-ui-font-size1);
+  padding-left: 4px;
+  margin-left: 4px;
+  width: 160px;
+  background-color: var(--jp-ui-inverse-font-color2);
+  box-shadow: var(--jp-elevation-z2);
+  border-radius: 0;
+  color: var(--jp-ui-font-color1);
+  transform: translateX(-40%) translateY(-58%);
+}
+
+.jp-Document {
+  min-width: 120px;
+  min-height: 120px;
+  outline: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Main OutputArea
+| OutputArea has a list of Outputs
+|----------------------------------------------------------------------------*/
+
+.jp-OutputArea {
+  overflow-y: auto;
+}
+
+.jp-OutputArea-child {
+  display: table;
+  table-layout: fixed;
+  width: 100%;
+  overflow: hidden;
+}
+
+.jp-OutputPrompt {
+  width: var(--jp-cell-prompt-width);
+  color: var(--jp-cell-outprompt-font-color);
+  font-family: var(--jp-cell-prompt-font-family);
+  padding: var(--jp-code-padding);
+  letter-spacing: var(--jp-cell-prompt-letter-spacing);
+  line-height: var(--jp-code-line-height);
+  font-size: var(--jp-code-font-size);
+  border: var(--jp-border-width) solid transparent;
+  opacity: var(--jp-cell-prompt-opacity);
+
+  /* Right align prompt text, don't wrap to handle large prompt numbers */
+  text-align: right;
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+
+  /* Disable text selection */
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+.jp-OutputArea-prompt {
+  display: table-cell;
+  vertical-align: top;
+}
+
+.jp-OutputArea-output {
+  display: table-cell;
+  width: 100%;
+  height: auto;
+  overflow: auto;
+  user-select: text;
+  -moz-user-select: text;
+  -webkit-user-select: text;
+  -ms-user-select: text;
+}
+
+.jp-OutputArea .jp-RenderedText {
+  padding-left: 1ch;
+}
+
+/**
+ * Prompt overlay.
+ */
+
+.jp-OutputArea-promptOverlay {
+  position: absolute;
+  top: 0;
+  width: var(--jp-cell-prompt-width);
+  height: 100%;
+  opacity: 0.5;
+}
+
+.jp-OutputArea-promptOverlay:hover {
+  background: var(--jp-layout-color2);
+  box-shadow: inset 0 0 1px var(--jp-inverse-layout-color0);
+  cursor: zoom-out;
+}
+
+.jp-mod-outputsScrolled .jp-OutputArea-promptOverlay:hover {
+  cursor: zoom-in;
+}
+
+/**
+ * Isolated output.
+ */
+.jp-OutputArea-output.jp-mod-isolated {
+  width: 100%;
+  display: block;
+}
+
+/*
+When drag events occur, `lm-mod-override-cursor` is added to the body.
+Because iframes steal all cursor events, the following two rules are necessary
+to suppress pointer events while resize drags are occurring. There may be a
+better solution to this problem.
+*/
+body.lm-mod-override-cursor .jp-OutputArea-output.jp-mod-isolated {
+  position: relative;
+}
+
+body.lm-mod-override-cursor .jp-OutputArea-output.jp-mod-isolated::before {
+  content: '';
+  position: absolute;
+  top: 0;
+  left: 0;
+  right: 0;
+  bottom: 0;
+  background: transparent;
+}
+
+/* pre */
+
+.jp-OutputArea-output pre {
+  border: none;
+  margin: 0;
+  padding: 0;
+  overflow-x: auto;
+  overflow-y: auto;
+  word-break: break-all;
+  word-wrap: break-word;
+  white-space: pre-wrap;
+}
+
+/* tables */
+
+.jp-OutputArea-output.jp-RenderedHTMLCommon table {
+  margin-left: 0;
+  margin-right: 0;
+}
+
+/* description lists */
+
+.jp-OutputArea-output dl,
+.jp-OutputArea-output dt,
+.jp-OutputArea-output dd {
+  display: block;
+}
+
+.jp-OutputArea-output dl {
+  width: 100%;
+  overflow: hidden;
+  padding: 0;
+  margin: 0;
+}
+
+.jp-OutputArea-output dt {
+  font-weight: bold;
+  float: left;
+  width: 20%;
+  padding: 0;
+  margin: 0;
+}
+
+.jp-OutputArea-output dd {
+  float: left;
+  width: 80%;
+  padding: 0;
+  margin: 0;
+}
+
+.jp-TrimmedOutputs pre {
+  background: var(--jp-layout-color3);
+  font-size: calc(var(--jp-code-font-size) * 1.4);
+  text-align: center;
+  text-transform: uppercase;
+}
+
+/* Hide the gutter in case of
+ *  - nested output areas (e.g. in the case of output widgets)
+ *  - mirrored output areas
+ */
+.jp-OutputArea .jp-OutputArea .jp-OutputArea-prompt {
+  display: none;
+}
+
+/* Hide empty lines in the output area, for instance due to cleared widgets */
+.jp-OutputArea-prompt:empty {
+  padding: 0;
+  border: 0;
+}
+
+/*-----------------------------------------------------------------------------
+| executeResult is added to any Output-result for the display of the object
+| returned by a cell
+|----------------------------------------------------------------------------*/
+
+.jp-OutputArea-output.jp-OutputArea-executeResult {
+  margin-left: 0;
+  width: 100%;
+}
+
+/* Text output with the Out[] prompt needs a top padding to match the
+ * alignment of the Out[] prompt itself.
+ */
+.jp-OutputArea-executeResult .jp-RenderedText.jp-OutputArea-output {
+  padding-top: var(--jp-code-padding);
+  border-top: var(--jp-border-width) solid transparent;
+}
+
+/*-----------------------------------------------------------------------------
+| The Stdin output
+|----------------------------------------------------------------------------*/
+
+.jp-Stdin-prompt {
+  color: var(--jp-content-font-color0);
+  padding-right: var(--jp-code-padding);
+  vertical-align: baseline;
+  flex: 0 0 auto;
+}
+
+.jp-Stdin-input {
+  font-family: var(--jp-code-font-family);
+  font-size: inherit;
+  color: inherit;
+  background-color: inherit;
+  width: 42%;
+  min-width: 200px;
+
+  /* make sure input baseline aligns with prompt */
+  vertical-align: baseline;
+
+  /* padding + margin = 0.5em between prompt and cursor */
+  padding: 0 0.25em;
+  margin: 0 0.25em;
+  flex: 0 0 70%;
+}
+
+.jp-Stdin-input::placeholder {
+  opacity: 0;
+}
+
+.jp-Stdin-input:focus {
+  box-shadow: none;
+}
+
+.jp-Stdin-input:focus::placeholder {
+  opacity: 1;
+}
+
+/*-----------------------------------------------------------------------------
+| Output Area View
+|----------------------------------------------------------------------------*/
+
+.jp-LinkedOutputView .jp-OutputArea {
+  height: 100%;
+  display: block;
+}
+
+.jp-LinkedOutputView .jp-OutputArea-output:only-child {
+  height: 100%;
+}
+
+/*-----------------------------------------------------------------------------
+| Printing
+|----------------------------------------------------------------------------*/
+
+@media print {
+  .jp-OutputArea-child {
+    break-inside: avoid-page;
+  }
+}
+
+/*-----------------------------------------------------------------------------
+| Mobile
+|----------------------------------------------------------------------------*/
+@media only screen and (max-width: 760px) {
+  .jp-OutputPrompt {
+    display: table-row;
+    text-align: left;
+  }
+
+  .jp-OutputArea-child .jp-OutputArea-output {
+    display: table-row;
+    margin-left: var(--jp-notebook-padding);
+  }
+}
+
+/* Trimmed outputs warning */
+.jp-TrimmedOutputs > a {
+  margin: 10px;
+  text-decoration: none;
+  cursor: pointer;
+}
+
+.jp-TrimmedOutputs > a:hover {
+  text-decoration: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Table of Contents
+|----------------------------------------------------------------------------*/
+
+:root {
+  --jp-private-toc-active-width: 4px;
+}
+
+.jp-TableOfContents {
+  display: flex;
+  flex-direction: column;
+  background: var(--jp-layout-color1);
+  color: var(--jp-ui-font-color1);
+  font-size: var(--jp-ui-font-size1);
+  height: 100%;
+}
+
+.jp-TableOfContents-placeholder {
+  text-align: center;
+}
+
+.jp-TableOfContents-placeholderContent {
+  color: var(--jp-content-font-color2);
+  padding: 8px;
+}
+
+.jp-TableOfContents-placeholderContent > h3 {
+  margin-bottom: var(--jp-content-heading-margin-bottom);
+}
+
+.jp-TableOfContents .jp-SidePanel-content {
+  overflow-y: auto;
+}
+
+.jp-TableOfContents-tree {
+  margin: 4px;
+}
+
+.jp-TableOfContents ol {
+  list-style-type: none;
+}
+
+/* stylelint-disable-next-line selector-max-type */
+.jp-TableOfContents li > ol {
+  /* Align left border with triangle icon center */
+  padding-left: 11px;
+}
+
+.jp-TableOfContents-content {
+  /* left margin for the active heading indicator */
+  margin: 0 0 0 var(--jp-private-toc-active-width);
+  padding: 0;
+  background-color: var(--jp-layout-color1);
+}
+
+.jp-tocItem {
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+.jp-tocItem-heading {
+  display: flex;
+  cursor: pointer;
+}
+
+.jp-tocItem-heading:hover {
+  background-color: var(--jp-layout-color2);
+}
+
+.jp-tocItem-content {
+  display: block;
+  padding: 4px 0;
+  white-space: nowrap;
+  text-overflow: ellipsis;
+  overflow-x: hidden;
+}
+
+.jp-tocItem-collapser {
+  height: 20px;
+  margin: 2px 2px 0;
+  padding: 0;
+  background: none;
+  border: none;
+  cursor: pointer;
+}
+
+.jp-tocItem-collapser:hover {
+  background-color: var(--jp-layout-color3);
+}
+
+/* Active heading indicator */
+
+.jp-tocItem-heading::before {
+  content: ' ';
+  background: transparent;
+  width: var(--jp-private-toc-active-width);
+  height: 24px;
+  position: absolute;
+  left: 0;
+  border-radius: var(--jp-border-radius);
+}
+
+.jp-tocItem-heading.jp-tocItem-active::before {
+  background-color: var(--jp-brand-color1);
+}
+
+.jp-tocItem-heading:hover.jp-tocItem-active::before {
+  background: var(--jp-brand-color0);
+  opacity: 1;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-Collapser {
+  flex: 0 0 var(--jp-cell-collapser-width);
+  padding: 0;
+  margin: 0;
+  border: none;
+  outline: none;
+  background: transparent;
+  border-radius: var(--jp-border-radius);
+  opacity: 1;
+}
+
+.jp-Collapser-child {
+  display: block;
+  width: 100%;
+  box-sizing: border-box;
+
+  /* height: 100% doesn't work because the height of its parent is computed from content */
+  position: absolute;
+  top: 0;
+  bottom: 0;
+}
+
+/*-----------------------------------------------------------------------------
+| Printing
+|----------------------------------------------------------------------------*/
+
+/*
+Hiding collapsers in print mode.
+
+Note: input and output wrappers have "display: block" propery in print mode.
+*/
+
+@media print {
+  .jp-Collapser {
+    display: none;
+  }
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Header/Footer
+|----------------------------------------------------------------------------*/
+
+/* Hidden by zero height by default */
+.jp-CellHeader,
+.jp-CellFooter {
+  height: 0;
+  width: 100%;
+  padding: 0;
+  margin: 0;
+  border: none;
+  outline: none;
+  background: transparent;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Input
+|----------------------------------------------------------------------------*/
+
+/* All input areas */
+.jp-InputArea {
+  display: table;
+  table-layout: fixed;
+  width: 100%;
+  overflow: hidden;
+}
+
+.jp-InputArea-editor {
+  display: table-cell;
+  overflow: hidden;
+  vertical-align: top;
+
+  /* This is the non-active, default styling */
+  border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
+  border-radius: 0;
+  background: var(--jp-cell-editor-background);
+}
+
+.jp-InputPrompt {
+  display: table-cell;
+  vertical-align: top;
+  width: var(--jp-cell-prompt-width);
+  color: var(--jp-cell-inprompt-font-color);
+  font-family: var(--jp-cell-prompt-font-family);
+  padding: var(--jp-code-padding);
+  letter-spacing: var(--jp-cell-prompt-letter-spacing);
+  opacity: var(--jp-cell-prompt-opacity);
+  line-height: var(--jp-code-line-height);
+  font-size: var(--jp-code-font-size);
+  border: var(--jp-border-width) solid transparent;
+
+  /* Right align prompt text, don't wrap to handle large prompt numbers */
+  text-align: right;
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+
+  /* Disable text selection */
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Mobile
+|----------------------------------------------------------------------------*/
+@media only screen and (max-width: 760px) {
+  .jp-InputArea-editor {
+    display: table-row;
+    margin-left: var(--jp-notebook-padding);
+  }
+
+  .jp-InputPrompt {
+    display: table-row;
+    text-align: left;
+  }
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Placeholder
+|----------------------------------------------------------------------------*/
+
+.jp-Placeholder {
+  display: table;
+  table-layout: fixed;
+  width: 100%;
+}
+
+.jp-Placeholder-prompt {
+  display: table-cell;
+  box-sizing: border-box;
+}
+
+.jp-Placeholder-content {
+  display: table-cell;
+  padding: 4px 6px;
+  border: 1px solid transparent;
+  border-radius: 0;
+  background: none;
+  box-sizing: border-box;
+  cursor: pointer;
+}
+
+.jp-Placeholder-contentContainer {
+  display: flex;
+}
+
+.jp-Placeholder-content:hover,
+.jp-InputPlaceholder > .jp-Placeholder-content:hover {
+  border-color: var(--jp-layout-color3);
+}
+
+.jp-Placeholder-content .jp-MoreHorizIcon {
+  width: 32px;
+  height: 16px;
+  border: 1px solid transparent;
+  border-radius: var(--jp-border-radius);
+}
+
+.jp-Placeholder-content .jp-MoreHorizIcon:hover {
+  border: 1px solid var(--jp-border-color1);
+  box-shadow: 0 0 2px 0 rgba(0, 0, 0, 0.25);
+  background-color: var(--jp-layout-color0);
+}
+
+.jp-PlaceholderText {
+  white-space: nowrap;
+  overflow-x: hidden;
+  color: var(--jp-inverse-layout-color3);
+  font-family: var(--jp-code-font-family);
+}
+
+.jp-InputPlaceholder > .jp-Placeholder-content {
+  border-color: var(--jp-cell-editor-border-color);
+  background: var(--jp-cell-editor-background);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Private CSS variables
+|----------------------------------------------------------------------------*/
+
+:root {
+  --jp-private-cell-scrolling-output-offset: 5px;
+}
+
+/*-----------------------------------------------------------------------------
+| Cell
+|----------------------------------------------------------------------------*/
+
+.jp-Cell {
+  padding: var(--jp-cell-padding);
+  margin: 0;
+  border: none;
+  outline: none;
+  background: transparent;
+}
+
+/*-----------------------------------------------------------------------------
+| Common input/output
+|----------------------------------------------------------------------------*/
+
+.jp-Cell-inputWrapper,
+.jp-Cell-outputWrapper {
+  display: flex;
+  flex-direction: row;
+  padding: 0;
+  margin: 0;
+
+  /* Added to reveal the box-shadow on the input and output collapsers. */
+  overflow: visible;
+}
+
+/* Only input/output areas inside cells */
+.jp-Cell-inputArea,
+.jp-Cell-outputArea {
+  flex: 1 1 auto;
+}
+
+/*-----------------------------------------------------------------------------
+| Collapser
+|----------------------------------------------------------------------------*/
+
+/* Make the output collapser disappear when there is not output, but do so
+ * in a manner that leaves it in the layout and preserves its width.
+ */
+.jp-Cell.jp-mod-noOutputs .jp-Cell-outputCollapser {
+  border: none !important;
+  background: transparent !important;
+}
+
+.jp-Cell:not(.jp-mod-noOutputs) .jp-Cell-outputCollapser {
+  min-height: var(--jp-cell-collapser-min-height);
+}
+
+/*-----------------------------------------------------------------------------
+| Output
+|----------------------------------------------------------------------------*/
+
+/* Put a space between input and output when there IS output */
+.jp-Cell:not(.jp-mod-noOutputs) .jp-Cell-outputWrapper {
+  margin-top: 5px;
+}
+
+.jp-CodeCell.jp-mod-outputsScrolled .jp-Cell-outputArea {
+  overflow-y: auto;
+  max-height: 24em;
+  margin-left: var(--jp-private-cell-scrolling-output-offset);
+  resize: vertical;
+}
+
+.jp-CodeCell.jp-mod-outputsScrolled .jp-Cell-outputArea[style*='height'] {
+  max-height: unset;
+}
+
+.jp-CodeCell.jp-mod-outputsScrolled .jp-Cell-outputArea::after {
+  content: ' ';
+  box-shadow: inset 0 0 6px 2px rgb(0 0 0 / 30%);
+  width: 100%;
+  height: 100%;
+  position: sticky;
+  bottom: 0;
+  top: 0;
+  margin-top: -50%;
+  float: left;
+  display: block;
+  pointer-events: none;
+}
+
+.jp-CodeCell.jp-mod-outputsScrolled .jp-OutputArea-child {
+  padding-top: 6px;
+}
+
+.jp-CodeCell.jp-mod-outputsScrolled .jp-OutputArea-prompt {
+  width: calc(
+    var(--jp-cell-prompt-width) - var(--jp-private-cell-scrolling-output-offset)
+  );
+}
+
+.jp-CodeCell.jp-mod-outputsScrolled .jp-OutputArea-promptOverlay {
+  left: calc(-1 * var(--jp-private-cell-scrolling-output-offset));
+}
+
+/*-----------------------------------------------------------------------------
+| CodeCell
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| MarkdownCell
+|----------------------------------------------------------------------------*/
+
+.jp-MarkdownOutput {
+  display: table-cell;
+  width: 100%;
+  margin-top: 0;
+  margin-bottom: 0;
+  padding-left: var(--jp-code-padding);
+}
+
+.jp-MarkdownOutput.jp-RenderedHTMLCommon {
+  overflow: auto;
+}
+
+/* collapseHeadingButton (show always if hiddenCellsButton is _not_ shown) */
+.jp-collapseHeadingButton {
+  display: flex;
+  min-height: var(--jp-cell-collapser-min-height);
+  font-size: var(--jp-code-font-size);
+  position: absolute;
+  background-color: transparent;
+  background-size: 25px;
+  background-repeat: no-repeat;
+  background-position-x: center;
+  background-position-y: top;
+  background-image: var(--jp-icon-caret-down);
+  right: 0;
+  top: 0;
+  bottom: 0;
+}
+
+.jp-collapseHeadingButton.jp-mod-collapsed {
+  background-image: var(--jp-icon-caret-right);
+}
+
+/*
+ set the container font size to match that of content
+ so that the nested collapse buttons have the right size
+*/
+.jp-MarkdownCell .jp-InputPrompt {
+  font-size: var(--jp-content-font-size1);
+}
+
+/*
+  Align collapseHeadingButton with cell top header
+  The font sizes are identical to the ones in packages/rendermime/style/base.css
+*/
+.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='1'] {
+  font-size: var(--jp-content-font-size5);
+  background-position-y: calc(0.3 * var(--jp-content-font-size5));
+}
+
+.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='2'] {
+  font-size: var(--jp-content-font-size4);
+  background-position-y: calc(0.3 * var(--jp-content-font-size4));
+}
+
+.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='3'] {
+  font-size: var(--jp-content-font-size3);
+  background-position-y: calc(0.3 * var(--jp-content-font-size3));
+}
+
+.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='4'] {
+  font-size: var(--jp-content-font-size2);
+  background-position-y: calc(0.3 * var(--jp-content-font-size2));
+}
+
+.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='5'] {
+  font-size: var(--jp-content-font-size1);
+  background-position-y: top;
+}
+
+.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='6'] {
+  font-size: var(--jp-content-font-size0);
+  background-position-y: top;
+}
+
+/* collapseHeadingButton (show only on (hover,active) if hiddenCellsButton is shown) */
+.jp-Notebook.jp-mod-showHiddenCellsButton .jp-collapseHeadingButton {
+  display: none;
+}
+
+.jp-Notebook.jp-mod-showHiddenCellsButton
+  :is(.jp-MarkdownCell:hover, .jp-mod-active)
+  .jp-collapseHeadingButton {
+  display: flex;
+}
+
+/* showHiddenCellsButton (only show if jp-mod-showHiddenCellsButton is set, which
+is a consequence of the showHiddenCellsButton option in Notebook Settings)*/
+.jp-Notebook.jp-mod-showHiddenCellsButton .jp-showHiddenCellsButton {
+  margin-left: calc(var(--jp-cell-prompt-width) + 2 * var(--jp-code-padding));
+  margin-top: var(--jp-code-padding);
+  border: 1px solid var(--jp-border-color2);
+  background-color: var(--jp-border-color3) !important;
+  color: var(--jp-content-font-color0) !important;
+  display: flex;
+}
+
+.jp-Notebook.jp-mod-showHiddenCellsButton .jp-showHiddenCellsButton:hover {
+  background-color: var(--jp-border-color2) !important;
+}
+
+.jp-showHiddenCellsButton {
+  display: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Printing
+|----------------------------------------------------------------------------*/
+
+/*
+Using block instead of flex to allow the use of the break-inside CSS property for
+cell outputs.
+*/
+
+@media print {
+  .jp-Cell-inputWrapper,
+  .jp-Cell-outputWrapper {
+    display: block;
+  }
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Variables
+|----------------------------------------------------------------------------*/
+
+:root {
+  --jp-notebook-toolbar-padding: 2px 5px 2px 2px;
+}
+
+/*-----------------------------------------------------------------------------
+
+/*-----------------------------------------------------------------------------
+| Styles
+|----------------------------------------------------------------------------*/
+
+.jp-NotebookPanel-toolbar {
+  padding: var(--jp-notebook-toolbar-padding);
+
+  /* disable paint containment from lumino 2.0 default strict CSS containment */
+  contain: style size !important;
+}
+
+.jp-Toolbar-item.jp-Notebook-toolbarCellType .jp-select-wrapper.jp-mod-focused {
+  border: none;
+  box-shadow: none;
+}
+
+.jp-Notebook-toolbarCellTypeDropdown select {
+  height: 24px;
+  font-size: var(--jp-ui-font-size1);
+  line-height: 14px;
+  border-radius: 0;
+  display: block;
+}
+
+.jp-Notebook-toolbarCellTypeDropdown span {
+  top: 5px !important;
+}
+
+.jp-Toolbar-responsive-popup {
+  position: absolute;
+  height: fit-content;
+  display: flex;
+  flex-direction: row;
+  flex-wrap: wrap;
+  justify-content: flex-end;
+  border-bottom: var(--jp-border-width) solid var(--jp-toolbar-border-color);
+  box-shadow: var(--jp-toolbar-box-shadow);
+  background: var(--jp-toolbar-background);
+  min-height: var(--jp-toolbar-micro-height);
+  padding: var(--jp-notebook-toolbar-padding);
+  z-index: 1;
+  right: 0;
+  top: 0;
+}
+
+.jp-Toolbar > .jp-Toolbar-responsive-opener {
+  margin-left: auto;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Variables
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+
+/*-----------------------------------------------------------------------------
+| Styles
+|----------------------------------------------------------------------------*/
+
+.jp-Notebook-ExecutionIndicator {
+  position: relative;
+  display: inline-block;
+  height: 100%;
+  z-index: 9997;
+}
+
+.jp-Notebook-ExecutionIndicator-tooltip {
+  visibility: hidden;
+  height: auto;
+  width: max-content;
+  width: -moz-max-content;
+  background-color: var(--jp-layout-color2);
+  color: var(--jp-ui-font-color1);
+  text-align: justify;
+  border-radius: 6px;
+  padding: 0 5px;
+  position: fixed;
+  display: table;
+}
+
+.jp-Notebook-ExecutionIndicator-tooltip.up {
+  transform: translateX(-50%) translateY(-100%) translateY(-32px);
+}
+
+.jp-Notebook-ExecutionIndicator-tooltip.down {
+  transform: translateX(calc(-100% + 16px)) translateY(5px);
+}
+
+.jp-Notebook-ExecutionIndicator-tooltip.hidden {
+  display: none;
+}
+
+.jp-Notebook-ExecutionIndicator:hover .jp-Notebook-ExecutionIndicator-tooltip {
+  visibility: visible;
+}
+
+.jp-Notebook-ExecutionIndicator span {
+  font-size: var(--jp-ui-font-size1);
+  font-family: var(--jp-ui-font-family);
+  color: var(--jp-ui-font-color1);
+  line-height: 24px;
+  display: block;
+}
+
+.jp-Notebook-ExecutionIndicator-progress-bar {
+  display: flex;
+  justify-content: center;
+  height: 100%;
+}
+
+/*
+ * Copyright (c) Jupyter Development Team.
+ * Distributed under the terms of the Modified BSD License.
+ */
+
+/*
+ * Execution indicator
+ */
+.jp-tocItem-content::after {
+  content: '';
+
+  /* Must be identical to form a circle */
+  width: 12px;
+  height: 12px;
+  background: none;
+  border: none;
+  position: absolute;
+  right: 0;
+}
+
+.jp-tocItem-content[data-running='0']::after {
+  border-radius: 50%;
+  border: var(--jp-border-width) solid var(--jp-inverse-layout-color3);
+  background: none;
+}
+
+.jp-tocItem-content[data-running='1']::after {
+  border-radius: 50%;
+  border: var(--jp-border-width) solid var(--jp-inverse-layout-color3);
+  background-color: var(--jp-inverse-layout-color3);
+}
+
+.jp-tocItem-content[data-running='0'],
+.jp-tocItem-content[data-running='1'] {
+  margin-right: 12px;
+}
+
+/*
+ * Copyright (c) Jupyter Development Team.
+ * Distributed under the terms of the Modified BSD License.
+ */
+
+.jp-Notebook-footer {
+  height: 27px;
+  margin-left: calc(
+    var(--jp-cell-prompt-width) + var(--jp-cell-collapser-width) +
+      var(--jp-cell-padding)
+  );
+  width: calc(
+    100% -
+      (
+        var(--jp-cell-prompt-width) + var(--jp-cell-collapser-width) +
+          var(--jp-cell-padding) + var(--jp-cell-padding)
+      )
+  );
+  border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
+  color: var(--jp-ui-font-color3);
+  margin-top: 6px;
+  background: none;
+  cursor: pointer;
+}
+
+.jp-Notebook-footer:focus {
+  border-color: var(--jp-cell-editor-active-border-color);
+}
+
+/* For devices that support hovering, hide footer until hover */
+@media (hover: hover) {
+  .jp-Notebook-footer {
+    opacity: 0;
+  }
+
+  .jp-Notebook-footer:focus,
+  .jp-Notebook-footer:hover {
+    opacity: 1;
+  }
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Imports
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| CSS variables
+|----------------------------------------------------------------------------*/
+
+:root {
+  --jp-side-by-side-output-size: 1fr;
+  --jp-side-by-side-resized-cell: var(--jp-side-by-side-output-size);
+  --jp-private-notebook-dragImage-width: 304px;
+  --jp-private-notebook-dragImage-height: 36px;
+  --jp-private-notebook-selected-color: var(--md-blue-400);
+  --jp-private-notebook-active-color: var(--md-green-400);
+}
+
+/*-----------------------------------------------------------------------------
+| Notebook
+|----------------------------------------------------------------------------*/
+
+/* stylelint-disable selector-max-class */
+
+.jp-NotebookPanel {
+  display: block;
+  height: 100%;
+}
+
+.jp-NotebookPanel.jp-Document {
+  min-width: 240px;
+  min-height: 120px;
+}
+
+.jp-Notebook {
+  padding: var(--jp-notebook-padding);
+  outline: none;
+  overflow: auto;
+  background: var(--jp-layout-color0);
+}
+
+.jp-Notebook.jp-mod-scrollPastEnd::after {
+  display: block;
+  content: '';
+  min-height: var(--jp-notebook-scroll-padding);
+}
+
+.jp-MainAreaWidget-ContainStrict .jp-Notebook * {
+  contain: strict;
+}
+
+.jp-Notebook .jp-Cell {
+  overflow: visible;
+}
+
+.jp-Notebook .jp-Cell .jp-InputPrompt {
+  cursor: move;
+}
+
+/*-----------------------------------------------------------------------------
+| Notebook state related styling
+|
+| The notebook and cells each have states, here are the possibilities:
+|
+| - Notebook
+|   - Command
+|   - Edit
+| - Cell
+|   - None
+|   - Active (only one can be active)
+|   - Selected (the cells actions are applied to)
+|   - Multiselected (when multiple selected, the cursor)
+|   - No outputs
+|----------------------------------------------------------------------------*/
+
+/* Command or edit modes */
+
+.jp-Notebook .jp-Cell:not(.jp-mod-active) .jp-InputPrompt {
+  opacity: var(--jp-cell-prompt-not-active-opacity);
+  color: var(--jp-cell-prompt-not-active-font-color);
+}
+
+.jp-Notebook .jp-Cell:not(.jp-mod-active) .jp-OutputPrompt {
+  opacity: var(--jp-cell-prompt-not-active-opacity);
+  color: var(--jp-cell-prompt-not-active-font-color);
+}
+
+/* cell is active */
+.jp-Notebook .jp-Cell.jp-mod-active .jp-Collapser {
+  background: var(--jp-brand-color1);
+}
+
+/* cell is dirty */
+.jp-Notebook .jp-Cell.jp-mod-dirty .jp-InputPrompt {
+  color: var(--jp-warn-color1);
+}
+
+.jp-Notebook .jp-Cell.jp-mod-dirty .jp-InputPrompt::before {
+  color: var(--jp-warn-color1);
+  content: 'Ă¢â‚¬Â¢';
+}
+
+.jp-Notebook .jp-Cell.jp-mod-active.jp-mod-dirty .jp-Collapser {
+  background: var(--jp-warn-color1);
+}
+
+/* collapser is hovered */
+.jp-Notebook .jp-Cell .jp-Collapser:hover {
+  box-shadow: var(--jp-elevation-z2);
+  background: var(--jp-brand-color1);
+  opacity: var(--jp-cell-collapser-not-active-hover-opacity);
+}
+
+/* cell is active and collapser is hovered */
+.jp-Notebook .jp-Cell.jp-mod-active .jp-Collapser:hover {
+  background: var(--jp-brand-color0);
+  opacity: 1;
+}
+
+/* Command mode */
+
+.jp-Notebook.jp-mod-commandMode .jp-Cell.jp-mod-selected {
+  background: var(--jp-notebook-multiselected-color);
+}
+
+.jp-Notebook.jp-mod-commandMode
+  .jp-Cell.jp-mod-active.jp-mod-selected:not(.jp-mod-multiSelected) {
+  background: transparent;
+}
+
+/* Edit mode */
+
+.jp-Notebook.jp-mod-editMode .jp-Cell.jp-mod-active .jp-InputArea-editor {
+  border: var(--jp-border-width) solid var(--jp-cell-editor-active-border-color);
+  box-shadow: var(--jp-input-box-shadow);
+  background-color: var(--jp-cell-editor-active-background);
+}
+
+/*-----------------------------------------------------------------------------
+| Notebook drag and drop
+|----------------------------------------------------------------------------*/
+
+.jp-Notebook-cell.jp-mod-dropSource {
+  opacity: 0.5;
+}
+
+.jp-Notebook-cell.jp-mod-dropTarget,
+.jp-Notebook.jp-mod-commandMode
+  .jp-Notebook-cell.jp-mod-active.jp-mod-selected.jp-mod-dropTarget {
+  border-top-color: var(--jp-private-notebook-selected-color);
+  border-top-style: solid;
+  border-top-width: 2px;
+}
+
+.jp-dragImage {
+  display: block;
+  flex-direction: row;
+  width: var(--jp-private-notebook-dragImage-width);
+  height: var(--jp-private-notebook-dragImage-height);
+  border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
+  background: var(--jp-cell-editor-background);
+  overflow: visible;
+}
+
+.jp-dragImage-singlePrompt {
+  box-shadow: 2px 2px 4px 0 rgba(0, 0, 0, 0.12);
+}
+
+.jp-dragImage .jp-dragImage-content {
+  flex: 1 1 auto;
+  z-index: 2;
+  font-size: var(--jp-code-font-size);
+  font-family: var(--jp-code-font-family);
+  line-height: var(--jp-code-line-height);
+  padding: var(--jp-code-padding);
+  border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
+  background: var(--jp-cell-editor-background-color);
+  color: var(--jp-content-font-color3);
+  text-align: left;
+  margin: 4px 4px 4px 0;
+}
+
+.jp-dragImage .jp-dragImage-prompt {
+  flex: 0 0 auto;
+  min-width: 36px;
+  color: var(--jp-cell-inprompt-font-color);
+  padding: var(--jp-code-padding);
+  padding-left: 12px;
+  font-family: var(--jp-cell-prompt-font-family);
+  letter-spacing: var(--jp-cell-prompt-letter-spacing);
+  line-height: 1.9;
+  font-size: var(--jp-code-font-size);
+  border: var(--jp-border-width) solid transparent;
+}
+
+.jp-dragImage-multipleBack {
+  z-index: -1;
+  position: absolute;
+  height: 32px;
+  width: 300px;
+  top: 8px;
+  left: 8px;
+  background: var(--jp-layout-color2);
+  border: var(--jp-border-width) solid var(--jp-input-border-color);
+  box-shadow: 2px 2px 4px 0 rgba(0, 0, 0, 0.12);
+}
+
+/*-----------------------------------------------------------------------------
+| Cell toolbar
+|----------------------------------------------------------------------------*/
+
+.jp-NotebookTools {
+  display: block;
+  min-width: var(--jp-sidebar-min-width);
+  color: var(--jp-ui-font-color1);
+  background: var(--jp-layout-color1);
+
+  /* This is needed so that all font sizing of children done in ems is
+    * relative to this base size */
+  font-size: var(--jp-ui-font-size1);
+  overflow: auto;
+}
+
+.jp-ActiveCellTool {
+  padding: 12px 0;
+  display: flex;
+}
+
+.jp-ActiveCellTool-Content {
+  flex: 1 1 auto;
+}
+
+.jp-ActiveCellTool .jp-ActiveCellTool-CellContent {
+  background: var(--jp-cell-editor-background);
+  border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
+  border-radius: 0;
+  min-height: 29px;
+}
+
+.jp-ActiveCellTool .jp-InputPrompt {
+  min-width: calc(var(--jp-cell-prompt-width) * 0.75);
+}
+
+.jp-ActiveCellTool-CellContent > pre {
+  padding: 5px 4px;
+  margin: 0;
+  white-space: normal;
+}
+
+.jp-MetadataEditorTool {
+  flex-direction: column;
+  padding: 12px 0;
+}
+
+.jp-RankedPanel > :not(:first-child) {
+  margin-top: 12px;
+}
+
+.jp-KeySelector select.jp-mod-styled {
+  font-size: var(--jp-ui-font-size1);
+  color: var(--jp-ui-font-color0);
+  border: var(--jp-border-width) solid var(--jp-border-color1);
+}
+
+.jp-KeySelector label,
+.jp-MetadataEditorTool label,
+.jp-NumberSetter label {
+  line-height: 1.4;
+}
+
+.jp-NotebookTools .jp-select-wrapper {
+  margin-top: 4px;
+  margin-bottom: 0;
+}
+
+.jp-NumberSetter input {
+  width: 100%;
+  margin-top: 4px;
+}
+
+.jp-NotebookTools .jp-Collapse {
+  margin-top: 16px;
+}
+
+/*-----------------------------------------------------------------------------
+| Presentation Mode (.jp-mod-presentationMode)
+|----------------------------------------------------------------------------*/
+
+.jp-mod-presentationMode .jp-Notebook {
+  --jp-content-font-size1: var(--jp-content-presentation-font-size1);
+  --jp-code-font-size: var(--jp-code-presentation-font-size);
+}
+
+.jp-mod-presentationMode .jp-Notebook .jp-Cell .jp-InputPrompt,
+.jp-mod-presentationMode .jp-Notebook .jp-Cell .jp-OutputPrompt {
+  flex: 0 0 110px;
+}
+
+/*-----------------------------------------------------------------------------
+| Side-by-side Mode (.jp-mod-sideBySide)
+|----------------------------------------------------------------------------*/
+.jp-mod-sideBySide.jp-Notebook .jp-Notebook-cell {
+  margin-top: 3em;
+  margin-bottom: 3em;
+  margin-left: 5%;
+  margin-right: 5%;
+}
+
+.jp-mod-sideBySide.jp-Notebook .jp-CodeCell {
+  display: grid;
+  grid-template-columns: minmax(0, 1fr) min-content minmax(
+      0,
+      var(--jp-side-by-side-output-size)
+    );
+  grid-template-rows: auto minmax(0, 1fr) auto;
+  grid-template-areas:
+    'header header header'
+    'input handle output'
+    'footer footer footer';
+}
+
+.jp-mod-sideBySide.jp-Notebook .jp-CodeCell.jp-mod-resizedCell {
+  grid-template-columns: minmax(0, 1fr) min-content minmax(
+      0,
+      var(--jp-side-by-side-resized-cell)
+    );
+}
+
+.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-CellHeader {
+  grid-area: header;
+}
+
+.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-Cell-inputWrapper {
+  grid-area: input;
+}
+
+.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-Cell-outputWrapper {
+  /* overwrite the default margin (no vertical separation needed in side by side move */
+  margin-top: 0;
+  grid-area: output;
+}
+
+.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-CellFooter {
+  grid-area: footer;
+}
+
+.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-CellResizeHandle {
+  grid-area: handle;
+  user-select: none;
+  display: block;
+  height: 100%;
+  cursor: ew-resize;
+  padding: 0 var(--jp-cell-padding);
+}
+
+.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-CellResizeHandle::after {
+  content: '';
+  display: block;
+  background: var(--jp-border-color2);
+  height: 100%;
+  width: 5px;
+}
+
+.jp-mod-sideBySide.jp-Notebook
+  .jp-CodeCell.jp-mod-resizedCell
+  .jp-CellResizeHandle::after {
+  background: var(--jp-border-color0);
+}
+
+.jp-CellResizeHandle {
+  display: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Placeholder
+|----------------------------------------------------------------------------*/
+
+.jp-Cell-Placeholder {
+  padding-left: 55px;
+}
+
+.jp-Cell-Placeholder-wrapper {
+  background: #fff;
+  border: 1px solid;
+  border-color: #e5e6e9 #dfe0e4 #d0d1d5;
+  border-radius: 4px;
+  -webkit-border-radius: 4px;
+  margin: 10px 15px;
+}
+
+.jp-Cell-Placeholder-wrapper-inner {
+  padding: 15px;
+  position: relative;
+}
+
+.jp-Cell-Placeholder-wrapper-body {
+  background-repeat: repeat;
+  background-size: 50% auto;
+}
+
+.jp-Cell-Placeholder-wrapper-body div {
+  background: #f6f7f8;
+  background-image: -webkit-linear-gradient(
+    left,
+    #f6f7f8 0%,
+    #edeef1 20%,
+    #f6f7f8 40%,
+    #f6f7f8 100%
+  );
+  background-repeat: no-repeat;
+  background-size: 800px 104px;
+  height: 104px;
+  position: absolute;
+  right: 15px;
+  left: 15px;
+  top: 15px;
+}
+
+div.jp-Cell-Placeholder-h1 {
+  top: 20px;
+  height: 20px;
+  left: 15px;
+  width: 150px;
+}
+
+div.jp-Cell-Placeholder-h2 {
+  left: 15px;
+  top: 50px;
+  height: 10px;
+  width: 100px;
+}
+
+div.jp-Cell-Placeholder-content-1,
+div.jp-Cell-Placeholder-content-2,
+div.jp-Cell-Placeholder-content-3 {
+  left: 15px;
+  right: 15px;
+  height: 10px;
+}
+
+div.jp-Cell-Placeholder-content-1 {
+  top: 100px;
+}
+
+div.jp-Cell-Placeholder-content-2 {
+  top: 120px;
+}
+
+div.jp-Cell-Placeholder-content-3 {
+  top: 140px;
+}
+
+</style>
+<style type="text/css">
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*
+The following CSS variables define the main, public API for styling JupyterLab.
+These variables should be used by all plugins wherever possible. In other
+words, plugins should not define custom colors, sizes, etc unless absolutely
+necessary. This enables users to change the visual theme of JupyterLab
+by changing these variables.
+
+Many variables appear in an ordered sequence (0,1,2,3). These sequences
+are designed to work well together, so for example, `--jp-border-color1` should
+be used with `--jp-layout-color1`. The numbers have the following meanings:
+
+* 0: super-primary, reserved for special emphasis
+* 1: primary, most important under normal situations
+* 2: secondary, next most important under normal situations
+* 3: tertiary, next most important under normal situations
+
+Throughout JupyterLab, we are mostly following principles from Google's
+Material Design when selecting colors. We are not, however, following
+all of MD as it is not optimized for dense, information rich UIs.
+*/
+
+:root {
+  /* Elevation
+   *
+   * We style box-shadows using Material Design's idea of elevation. These particular numbers are taken from here:
+   *
+   * https://github.com/material-components/material-components-web
+   * https://material-components-web.appspot.com/elevation.html
+   */
+
+  --jp-shadow-base-lightness: 0;
+  --jp-shadow-umbra-color: rgba(
+    var(--jp-shadow-base-lightness),
+    var(--jp-shadow-base-lightness),
+    var(--jp-shadow-base-lightness),
+    0.2
+  );
+  --jp-shadow-penumbra-color: rgba(
+    var(--jp-shadow-base-lightness),
+    var(--jp-shadow-base-lightness),
+    var(--jp-shadow-base-lightness),
+    0.14
+  );
+  --jp-shadow-ambient-color: rgba(
+    var(--jp-shadow-base-lightness),
+    var(--jp-shadow-base-lightness),
+    var(--jp-shadow-base-lightness),
+    0.12
+  );
+  --jp-elevation-z0: none;
+  --jp-elevation-z1: 0 2px 1px -1px var(--jp-shadow-umbra-color),
+    0 1px 1px 0 var(--jp-shadow-penumbra-color),
+    0 1px 3px 0 var(--jp-shadow-ambient-color);
+  --jp-elevation-z2: 0 3px 1px -2px var(--jp-shadow-umbra-color),
+    0 2px 2px 0 var(--jp-shadow-penumbra-color),
+    0 1px 5px 0 var(--jp-shadow-ambient-color);
+  --jp-elevation-z4: 0 2px 4px -1px var(--jp-shadow-umbra-color),
+    0 4px 5px 0 var(--jp-shadow-penumbra-color),
+    0 1px 10px 0 var(--jp-shadow-ambient-color);
+  --jp-elevation-z6: 0 3px 5px -1px var(--jp-shadow-umbra-color),
+    0 6px 10px 0 var(--jp-shadow-penumbra-color),
+    0 1px 18px 0 var(--jp-shadow-ambient-color);
+  --jp-elevation-z8: 0 5px 5px -3px var(--jp-shadow-umbra-color),
+    0 8px 10px 1px var(--jp-shadow-penumbra-color),
+    0 3px 14px 2px var(--jp-shadow-ambient-color);
+  --jp-elevation-z12: 0 7px 8px -4px var(--jp-shadow-umbra-color),
+    0 12px 17px 2px var(--jp-shadow-penumbra-color),
+    0 5px 22px 4px var(--jp-shadow-ambient-color);
+  --jp-elevation-z16: 0 8px 10px -5px var(--jp-shadow-umbra-color),
+    0 16px 24px 2px var(--jp-shadow-penumbra-color),
+    0 6px 30px 5px var(--jp-shadow-ambient-color);
+  --jp-elevation-z20: 0 10px 13px -6px var(--jp-shadow-umbra-color),
+    0 20px 31px 3px var(--jp-shadow-penumbra-color),
+    0 8px 38px 7px var(--jp-shadow-ambient-color);
+  --jp-elevation-z24: 0 11px 15px -7px var(--jp-shadow-umbra-color),
+    0 24px 38px 3px var(--jp-shadow-penumbra-color),
+    0 9px 46px 8px var(--jp-shadow-ambient-color);
+
+  /* Borders
+   *
+   * The following variables, specify the visual styling of borders in JupyterLab.
+   */
+
+  --jp-border-width: 1px;
+  --jp-border-color0: var(--md-grey-400);
+  --jp-border-color1: var(--md-grey-400);
+  --jp-border-color2: var(--md-grey-300);
+  --jp-border-color3: var(--md-grey-200);
+  --jp-inverse-border-color: var(--md-grey-600);
+  --jp-border-radius: 2px;
+
+  /* UI Fonts
+   *
+   * The UI font CSS variables are used for the typography all of the JupyterLab
+   * user interface elements that are not directly user generated content.
+   *
+   * The font sizing here is done assuming that the body font size of --jp-ui-font-size1
+   * is applied to a parent element. When children elements, such as headings, are sized
+   * in em all things will be computed relative to that body size.
+   */
+
+  --jp-ui-font-scale-factor: 1.2;
+  --jp-ui-font-size0: 0.83333em;
+  --jp-ui-font-size1: 13px; /* Base font size */
+  --jp-ui-font-size2: 1.2em;
+  --jp-ui-font-size3: 1.44em;
+  --jp-ui-font-family: system-ui, -apple-system, blinkmacsystemfont, 'Segoe UI',
+    helvetica, arial, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji',
+    'Segoe UI Symbol';
+
+  /*
+   * Use these font colors against the corresponding main layout colors.
+   * In a light theme, these go from dark to light.
+   */
+
+  /* Defaults use Material Design specification */
+  --jp-ui-font-color0: rgba(0, 0, 0, 1);
+  --jp-ui-font-color1: rgba(0, 0, 0, 0.87);
+  --jp-ui-font-color2: rgba(0, 0, 0, 0.54);
+  --jp-ui-font-color3: rgba(0, 0, 0, 0.38);
+
+  /*
+   * Use these against the brand/accent/warn/error colors.
+   * These will typically go from light to darker, in both a dark and light theme.
+   */
+
+  --jp-ui-inverse-font-color0: rgba(255, 255, 255, 1);
+  --jp-ui-inverse-font-color1: rgba(255, 255, 255, 1);
+  --jp-ui-inverse-font-color2: rgba(255, 255, 255, 0.7);
+  --jp-ui-inverse-font-color3: rgba(255, 255, 255, 0.5);
+
+  /* Content Fonts
+   *
+   * Content font variables are used for typography of user generated content.
+   *
+   * The font sizing here is done assuming that the body font size of --jp-content-font-size1
+   * is applied to a parent element. When children elements, such as headings, are sized
+   * in em all things will be computed relative to that body size.
+   */
+
+  --jp-content-line-height: 1.6;
+  --jp-content-font-scale-factor: 1.2;
+  --jp-content-font-size0: 0.83333em;
+  --jp-content-font-size1: 14px; /* Base font size */
+  --jp-content-font-size2: 1.2em;
+  --jp-content-font-size3: 1.44em;
+  --jp-content-font-size4: 1.728em;
+  --jp-content-font-size5: 2.0736em;
+
+  /* This gives a magnification of about 125% in presentation mode over normal. */
+  --jp-content-presentation-font-size1: 17px;
+  --jp-content-heading-line-height: 1;
+  --jp-content-heading-margin-top: 1.2em;
+  --jp-content-heading-margin-bottom: 0.8em;
+  --jp-content-heading-font-weight: 500;
+
+  /* Defaults use Material Design specification */
+  --jp-content-font-color0: rgba(0, 0, 0, 1);
+  --jp-content-font-color1: rgba(0, 0, 0, 0.87);
+  --jp-content-font-color2: rgba(0, 0, 0, 0.54);
+  --jp-content-font-color3: rgba(0, 0, 0, 0.38);
+  --jp-content-link-color: var(--md-blue-900);
+  --jp-content-font-family: system-ui, -apple-system, blinkmacsystemfont,
+    'Segoe UI', helvetica, arial, sans-serif, 'Apple Color Emoji',
+    'Segoe UI Emoji', 'Segoe UI Symbol';
+
+  /*
+   * Code Fonts
+   *
+   * Code font variables are used for typography of code and other monospaces content.
+   */
+
+  --jp-code-font-size: 13px;
+  --jp-code-line-height: 1.3077; /* 17px for 13px base */
+  --jp-code-padding: 5px; /* 5px for 13px base, codemirror highlighting needs integer px value */
+  --jp-code-font-family-default: menlo, consolas, 'DejaVu Sans Mono', monospace;
+  --jp-code-font-family: var(--jp-code-font-family-default);
+
+  /* This gives a magnification of about 125% in presentation mode over normal. */
+  --jp-code-presentation-font-size: 16px;
+
+  /* may need to tweak cursor width if you change font size */
+  --jp-code-cursor-width0: 1.4px;
+  --jp-code-cursor-width1: 2px;
+  --jp-code-cursor-width2: 4px;
+
+  /* Layout
+   *
+   * The following are the main layout colors use in JupyterLab. In a light
+   * theme these would go from light to dark.
+   */
+
+  --jp-layout-color0: white;
+  --jp-layout-color1: white;
+  --jp-layout-color2: var(--md-grey-200);
+  --jp-layout-color3: var(--md-grey-400);
+  --jp-layout-color4: var(--md-grey-600);
+
+  /* Inverse Layout
+   *
+   * The following are the inverse layout colors use in JupyterLab. In a light
+   * theme these would go from dark to light.
+   */
+
+  --jp-inverse-layout-color0: #111;
+  --jp-inverse-layout-color1: var(--md-grey-900);
+  --jp-inverse-layout-color2: var(--md-grey-800);
+  --jp-inverse-layout-color3: var(--md-grey-700);
+  --jp-inverse-layout-color4: var(--md-grey-600);
+
+  /* Brand/accent */
+
+  --jp-brand-color0: var(--md-blue-900);
+  --jp-brand-color1: var(--md-blue-700);
+  --jp-brand-color2: var(--md-blue-300);
+  --jp-brand-color3: var(--md-blue-100);
+  --jp-brand-color4: var(--md-blue-50);
+  --jp-accent-color0: var(--md-green-900);
+  --jp-accent-color1: var(--md-green-700);
+  --jp-accent-color2: var(--md-green-300);
+  --jp-accent-color3: var(--md-green-100);
+
+  /* State colors (warn, error, success, info) */
+
+  --jp-warn-color0: var(--md-orange-900);
+  --jp-warn-color1: var(--md-orange-700);
+  --jp-warn-color2: var(--md-orange-300);
+  --jp-warn-color3: var(--md-orange-100);
+  --jp-error-color0: var(--md-red-900);
+  --jp-error-color1: var(--md-red-700);
+  --jp-error-color2: var(--md-red-300);
+  --jp-error-color3: var(--md-red-100);
+  --jp-success-color0: var(--md-green-900);
+  --jp-success-color1: var(--md-green-700);
+  --jp-success-color2: var(--md-green-300);
+  --jp-success-color3: var(--md-green-100);
+  --jp-info-color0: var(--md-cyan-900);
+  --jp-info-color1: var(--md-cyan-700);
+  --jp-info-color2: var(--md-cyan-300);
+  --jp-info-color3: var(--md-cyan-100);
+
+  /* Cell specific styles */
+
+  --jp-cell-padding: 5px;
+  --jp-cell-collapser-width: 8px;
+  --jp-cell-collapser-min-height: 20px;
+  --jp-cell-collapser-not-active-hover-opacity: 0.6;
+  --jp-cell-editor-background: var(--md-grey-100);
+  --jp-cell-editor-border-color: var(--md-grey-300);
+  --jp-cell-editor-box-shadow: inset 0 0 2px var(--md-blue-300);
+  --jp-cell-editor-active-background: var(--jp-layout-color0);
+  --jp-cell-editor-active-border-color: var(--jp-brand-color1);
+  --jp-cell-prompt-width: 64px;
+  --jp-cell-prompt-font-family: var(--jp-code-font-family-default);
+  --jp-cell-prompt-letter-spacing: 0;
+  --jp-cell-prompt-opacity: 1;
+  --jp-cell-prompt-not-active-opacity: 0.5;
+  --jp-cell-prompt-not-active-font-color: var(--md-grey-700);
+
+  /* A custom blend of MD grey and blue 600
+   * See https://meyerweb.com/eric/tools/color-blend/#546E7A:1E88E5:5:hex */
+  --jp-cell-inprompt-font-color: #307fc1;
+
+  /* A custom blend of MD grey and orange 600
+   * https://meyerweb.com/eric/tools/color-blend/#546E7A:F4511E:5:hex */
+  --jp-cell-outprompt-font-color: #bf5b3d;
+
+  /* Notebook specific styles */
+
+  --jp-notebook-padding: 10px;
+  --jp-notebook-select-background: var(--jp-layout-color1);
+  --jp-notebook-multiselected-color: var(--md-blue-50);
+
+  /* The scroll padding is calculated to fill enough space at the bottom of the
+  notebook to show one single-line cell (with appropriate padding) at the top
+  when the notebook is scrolled all the way to the bottom. We also subtract one
+  pixel so that no scrollbar appears if we have just one single-line cell in the
+  notebook. This padding is to enable a 'scroll past end' feature in a notebook.
+  */
+  --jp-notebook-scroll-padding: calc(
+    100% - var(--jp-code-font-size) * var(--jp-code-line-height) -
+      var(--jp-code-padding) - var(--jp-cell-padding) - 1px
+  );
+
+  /* Rendermime styles */
+
+  --jp-rendermime-error-background: #fdd;
+  --jp-rendermime-table-row-background: var(--md-grey-100);
+  --jp-rendermime-table-row-hover-background: var(--md-light-blue-50);
+
+  /* Dialog specific styles */
+
+  --jp-dialog-background: rgba(0, 0, 0, 0.25);
+
+  /* Console specific styles */
+
+  --jp-console-padding: 10px;
+
+  /* Toolbar specific styles */
+
+  --jp-toolbar-border-color: var(--jp-border-color1);
+  --jp-toolbar-micro-height: 8px;
+  --jp-toolbar-background: var(--jp-layout-color1);
+  --jp-toolbar-box-shadow: 0 0 2px 0 rgba(0, 0, 0, 0.24);
+  --jp-toolbar-header-margin: 4px 4px 0 4px;
+  --jp-toolbar-active-background: var(--md-grey-300);
+
+  /* Statusbar specific styles */
+
+  --jp-statusbar-height: 24px;
+
+  /* Input field styles */
+
+  --jp-input-box-shadow: inset 0 0 2px var(--md-blue-300);
+  --jp-input-active-background: var(--jp-layout-color1);
+  --jp-input-hover-background: var(--jp-layout-color1);
+  --jp-input-background: var(--md-grey-100);
+  --jp-input-border-color: var(--jp-inverse-border-color);
+  --jp-input-active-border-color: var(--jp-brand-color1);
+  --jp-input-active-box-shadow-color: rgba(19, 124, 189, 0.3);
+
+  /* General editor styles */
+
+  --jp-editor-selected-background: #d9d9d9;
+  --jp-editor-selected-focused-background: #d7d4f0;
+  --jp-editor-cursor-color: var(--jp-ui-font-color0);
+
+  /* Code mirror specific styles */
+
+  --jp-mirror-editor-keyword-color: #008000;
+  --jp-mirror-editor-atom-color: #88f;
+  --jp-mirror-editor-number-color: #080;
+  --jp-mirror-editor-def-color: #00f;
+  --jp-mirror-editor-variable-color: var(--md-grey-900);
+  --jp-mirror-editor-variable-2-color: rgb(0, 54, 109);
+  --jp-mirror-editor-variable-3-color: #085;
+  --jp-mirror-editor-punctuation-color: #05a;
+  --jp-mirror-editor-property-color: #05a;
+  --jp-mirror-editor-operator-color: #a2f;
+  --jp-mirror-editor-comment-color: #408080;
+  --jp-mirror-editor-string-color: #ba2121;
+  --jp-mirror-editor-string-2-color: #708;
+  --jp-mirror-editor-meta-color: #a2f;
+  --jp-mirror-editor-qualifier-color: #555;
+  --jp-mirror-editor-builtin-color: #008000;
+  --jp-mirror-editor-bracket-color: #997;
+  --jp-mirror-editor-tag-color: #170;
+  --jp-mirror-editor-attribute-color: #00c;
+  --jp-mirror-editor-header-color: blue;
+  --jp-mirror-editor-quote-color: #090;
+  --jp-mirror-editor-link-color: #00c;
+  --jp-mirror-editor-error-color: #f00;
+  --jp-mirror-editor-hr-color: #999;
+
+  /*
+    RTC user specific colors.
+    These colors are used for the cursor, username in the editor,
+    and the icon of the user.
+  */
+
+  --jp-collaborator-color1: #ffad8e;
+  --jp-collaborator-color2: #dac83d;
+  --jp-collaborator-color3: #72dd76;
+  --jp-collaborator-color4: #00e4d0;
+  --jp-collaborator-color5: #45d4ff;
+  --jp-collaborator-color6: #e2b1ff;
+  --jp-collaborator-color7: #ff9de6;
+
+  /* Vega extension styles */
+
+  --jp-vega-background: white;
+
+  /* Sidebar-related styles */
+
+  --jp-sidebar-min-width: 250px;
+
+  /* Search-related styles */
+
+  --jp-search-toggle-off-opacity: 0.5;
+  --jp-search-toggle-hover-opacity: 0.8;
+  --jp-search-toggle-on-opacity: 1;
+  --jp-search-selected-match-background-color: rgb(245, 200, 0);
+  --jp-search-selected-match-color: black;
+  --jp-search-unselected-match-background-color: var(
+    --jp-inverse-layout-color0
+  );
+  --jp-search-unselected-match-color: var(--jp-ui-inverse-font-color0);
+
+  /* Icon colors that work well with light or dark backgrounds */
+  --jp-icon-contrast-color0: var(--md-purple-600);
+  --jp-icon-contrast-color1: var(--md-green-600);
+  --jp-icon-contrast-color2: var(--md-pink-600);
+  --jp-icon-contrast-color3: var(--md-blue-600);
+
+  /* Button colors */
+  --jp-accept-color-normal: var(--md-blue-700);
+  --jp-accept-color-hover: var(--md-blue-800);
+  --jp-accept-color-active: var(--md-blue-900);
+  --jp-warn-color-normal: var(--md-red-700);
+  --jp-warn-color-hover: var(--md-red-800);
+  --jp-warn-color-active: var(--md-red-900);
+  --jp-reject-color-normal: var(--md-grey-600);
+  --jp-reject-color-hover: var(--md-grey-700);
+  --jp-reject-color-active: var(--md-grey-800);
+
+  /* File or activity icons and switch semantic variables */
+  --jp-jupyter-icon-color: #f37626;
+  --jp-notebook-icon-color: #f37626;
+  --jp-json-icon-color: var(--md-orange-700);
+  --jp-console-icon-background-color: var(--md-blue-700);
+  --jp-console-icon-color: white;
+  --jp-terminal-icon-background-color: var(--md-grey-800);
+  --jp-terminal-icon-color: var(--md-grey-200);
+  --jp-text-editor-icon-color: var(--md-grey-700);
+  --jp-inspector-icon-color: var(--md-grey-700);
+  --jp-switch-color: var(--md-grey-400);
+  --jp-switch-true-position-color: var(--md-orange-900);
+}
+</style>
+<style type="text/css">
+/* Force rendering true colors when outputing to pdf */
+* {
+  -webkit-print-color-adjust: exact;
+}
+
+/* Misc */
+a.anchor-link {
+  display: none;
+}
+
+/* Input area styling */
+.jp-InputArea {
+  overflow: hidden;
+}
+
+.jp-InputArea-editor {
+  overflow: hidden;
+}
+
+.cm-editor.cm-s-jupyter .highlight pre {
+/* weird, but --jp-code-padding defined to be 5px but 4px horizontal padding is hardcoded for pre.cm-line */
+  padding: var(--jp-code-padding) 4px;
+  margin: 0;
+
+  font-family: inherit;
+  font-size: inherit;
+  line-height: inherit;
+  color: inherit;
+
+}
+
+.jp-OutputArea-output pre {
+  line-height: inherit;
+  font-family: inherit;
+}
+
+.jp-RenderedText pre {
+  color: var(--jp-content-font-color1);
+  font-size: var(--jp-code-font-size);
+}
+
+/* Hiding the collapser by default */
+.jp-Collapser {
+  display: none;
+}
+
+@page {
+    margin: 0.5in; /* Margin for each printed piece of paper */
+}
+
+@media print {
+  .jp-Cell-inputWrapper,
+  .jp-Cell-outputWrapper {
+    display: block;
+  }
+}
+</style>
+<!-- Load mathjax -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.7/latest.js?config=TeX-AMS_CHTML-full,Safe"> </script>
+<!-- MathJax configuration -->
+<script type="text/x-mathjax-config">
+    init_mathjax = function() {
+        if (window.MathJax) {
+        // MathJax loaded
+            MathJax.Hub.Config({
+                TeX: {
+                    equationNumbers: {
+                    autoNumber: "AMS",
+                    useLabelIds: true
+                    }
+                },
+                tex2jax: {
+                    inlineMath: [ ['$','$'], ["\\(","\\)"] ],
+                    displayMath: [ ['$$','$$'], ["\\[","\\]"] ],
+                    processEscapes: true,
+                    processEnvironments: true
+                },
+                displayAlign: 'center',
+                CommonHTML: {
+                    linebreaks: {
+                    automatic: true
+                    }
+                }
+            });
+
+            MathJax.Hub.Queue(["Typeset", MathJax.Hub]);
+        }
+    }
+    init_mathjax();
+    </script>
+<!-- End of mathjax configuration --><script type="module">
+  document.addEventListener("DOMContentLoaded", async () => {
+    const diagrams = document.querySelectorAll(".jp-Mermaid > pre.mermaid");
+    // do not load mermaidjs if not needed
+    if (!diagrams.length) {
+      return;
+    }
+    const mermaid = (await import("https://cdnjs.cloudflare.com/ajax/libs/mermaid/10.6.0/mermaid.esm.min.mjs")).default;
+    const parser = new DOMParser();
+
+    mermaid.initialize({
+      maxTextSize: 100000,
+      startOnLoad: false,
+      fontFamily: window
+        .getComputedStyle(document.body)
+        .getPropertyValue("--jp-ui-font-family"),
+      theme: document.querySelector("body[data-jp-theme-light='true']")
+        ? "default"
+        : "dark",
+    });
+
+    let _nextMermaidId = 0;
+
+    function makeMermaidImage(svg) {
+      const img = document.createElement("img");
+      const doc = parser.parseFromString(svg, "image/svg+xml");
+      const svgEl = doc.querySelector("svg");
+      const { maxWidth } = svgEl?.style || {};
+      const firstTitle = doc.querySelector("title");
+      const firstDesc = doc.querySelector("desc");
+
+      img.setAttribute("src", `data:image/svg+xml,${encodeURIComponent(svg)}`);
+      if (maxWidth) {
+        img.width = parseInt(maxWidth);
+      }
+      if (firstTitle) {
+        img.setAttribute("alt", firstTitle.textContent);
+      }
+      if (firstDesc) {
+        const caption = document.createElement("figcaption");
+        caption.className = "sr-only";
+        caption.textContent = firstDesc.textContent;
+        return [img, caption];
+      }
+      return [img];
+    }
+
+    async function makeMermaidError(text) {
+      let errorMessage = "";
+      try {
+        await mermaid.parse(text);
+      } catch (err) {
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+
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+<body class="jp-Notebook" data-jp-theme-light="true" data-jp-theme-name="JupyterLab Light">
+<main>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper" tabindex="0">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown">
+<h1 id="GA-2.1:-Mesh-Tips">GA 2.1: Mesh Tips<a class="anchor-link" href="#GA-2.1:-Mesh-Tips">¶</a></h1><h1 style="position: absolute; display: flex; flex-grow: 0; flex-shrink: 0; flex-direction: row-reverse; top: 60px;right: 30px; margin: 0; border: 0">
+<style>
+        .markdown {width:100%; position: relative}
+        article { position: relative }
+    </style>
+<img alt="No description has been provided for this image" src="https://gitlab.tudelft.nl/mude/public/-/raw/main/tu-logo/TU_P1_full-color.png" style="width:100px"/>
+<img alt="No description has been provided for this image" src="https://gitlab.tudelft.nl/mude/public/-/raw/main/mude-logo/MUDE_Logo-small.png" style="width:100px"/>
+</h1>
+<h2 style="height: 10px">
+</h2>
+<p><em><a href="http://mude.citg.tudelft.nl/">CEGM1000 MUDE</a>: Week 2.1. For: 15 November, 2024.</em></p>
+<p>The purpose of this notebook is to illustrate how to use the class <code>Mesh</code> which is defined in the file <code>utilities.py</code>.</p>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs">
+<div class="jp-Cell-inputWrapper" tabindex="0">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [Ă‚ ]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+<div class="cm-editor cm-s-jupyter">
+<div class="highlight hl-ipython3"><pre><span></span><span class="o">%</span><span class="k">load_ext</span> autoreload
+<span class="o">%</span><span class="k">autoreload</span> 2
+</pre></div>
+</div>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs">
+<div class="jp-Cell-inputWrapper" tabindex="0">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [1]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+<div class="cm-editor cm-s-jupyter">
+<div class="highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
+<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+<span class="kn">from</span> <span class="nn">utilities</span> <span class="kn">import</span> <span class="o">*</span>
+</pre></div>
+</div>
+</div>
+</div>
+</div>
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper" tabindex="0">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown">
+<p>The cell below begins with the geometry that is used to form the "U" for GA 1.2 It is defined by an array of points. When instantiating the class, the boundaries are specified using a list of lists, where each item (list) in the list defines the conditions, then the coordinates, of a boundary. For example:</p>
+<pre><code>boundaries = [[['Neumann', +1], [0, 1]]]
+</code></pre>
+<p>defines a boundary condition on the line connecting the 0th and 1st coordinates (rows 0 and 1 of <code>coordinates</code>, where a Neumann condition with $\partial\phi/\partial n=1$. Note in the example below, that multiple coordinates can be used to define a boundary line.</p>
+<p>When the class is instantiated, all boundary sides that are not specified are unassigned. When the discretized scheme is solved (later with method <code>solve</code>), these unspecified boundaries receive a no flux boundary by default.</p>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper" tabindex="0">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [2]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+<div class="cm-editor cm-s-jupyter">
+<div class="highlight hl-ipython3"><pre><span></span><span class="n">length</span> <span class="o">=</span> <span class="mi">10</span>
+
+<span class="n">coordinates</span> <span class="o">=</span> <span class="p">[[</span>  <span class="mf">0.</span><span class="p">,</span>    <span class="mf">0.</span>   <span class="p">],</span>
+               <span class="p">[</span> <span class="mf">10.</span><span class="p">,</span>    <span class="mf">0.</span>   <span class="p">],</span>
+               <span class="p">[</span>  <span class="mf">5.</span><span class="p">,</span>   <span class="o">-</span><span class="mf">8.660</span><span class="p">],</span>
+               <span class="p">[</span> <span class="mf">15.</span><span class="p">,</span>   <span class="o">-</span><span class="mf">8.660</span><span class="p">],</span>
+               <span class="p">[</span> <span class="mf">10.</span><span class="p">,</span>  <span class="o">-</span><span class="mf">17.320</span><span class="p">],</span>
+               <span class="p">[</span> <span class="mf">20.</span><span class="p">,</span>  <span class="o">-</span><span class="mf">17.320</span><span class="p">],</span>
+               <span class="p">[</span> <span class="mf">25.</span><span class="p">,</span>   <span class="o">-</span><span class="mf">8.660</span><span class="p">],</span>
+               <span class="p">[</span> <span class="mf">30.</span><span class="p">,</span>  <span class="o">-</span><span class="mf">17.320</span><span class="p">],</span>
+               <span class="p">[</span> <span class="mf">35.</span><span class="p">,</span>   <span class="o">-</span><span class="mf">8.660</span><span class="p">],</span>
+               <span class="p">[</span> <span class="mf">30.</span><span class="p">,</span>    <span class="mf">0.</span>   <span class="p">],</span>
+               <span class="p">[</span> <span class="mf">40.</span><span class="p">,</span>    <span class="mf">0.</span>   <span class="p">]]</span>
+
+<span class="n">coordinates</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">coordinates</span><span class="p">)</span>
+
+<span class="n">boundaries</span> <span class="o">=</span> <span class="p">[[[</span><span class="s1">'Neumann'</span><span class="p">,</span> <span class="o">+</span><span class="mi">1</span><span class="p">],</span> <span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">]],</span>
+              <span class="p">[[</span><span class="s1">'Neumann'</span><span class="p">,</span>  <span class="mi">0</span><span class="p">],</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="mi">6</span><span class="p">,</span> <span class="mi">9</span><span class="p">]],</span>
+              <span class="p">[[</span><span class="s1">'Neumann'</span><span class="p">,</span> <span class="o">-</span><span class="mi">1</span><span class="p">],</span> <span class="p">[</span><span class="mi">9</span><span class="p">,</span> <span class="mi">10</span><span class="p">]],</span>
+              <span class="p">[[</span><span class="s1">'Neumann'</span><span class="p">,</span>  <span class="mi">0</span><span class="p">],</span> <span class="p">[</span><span class="mi">10</span><span class="p">,</span> <span class="mi">7</span><span class="p">,</span> <span class="mi">4</span><span class="p">,</span> <span class="mi">0</span><span class="p">]]]</span>
+
+<span class="n">mesh</span> <span class="o">=</span> <span class="n">Mesh</span><span class="p">(</span><span class="n">coordinates</span><span class="p">,</span> <span class="n">length</span><span class="p">,</span> <span class="n">boundaries</span><span class="p">)</span>
+<span class="n">mesh</span><span class="o">.</span><span class="n">plot_triangles</span><span class="p">();</span>
+</pre></div>
+</div>
+</div>
+</div>
+</div>
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
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+<div class="jp-OutputArea-child">
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"/>
+</div>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs">
+<div class="jp-Cell-inputWrapper" tabindex="0">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [Ă‚ ]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+<div class="cm-editor cm-s-jupyter">
+<div class="highlight hl-ipython3"><pre><span></span> 
+</pre></div>
+</div>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs">
+<div class="jp-Cell-inputWrapper" tabindex="0">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [4]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+<div class="cm-editor cm-s-jupyter">
+<div class="highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+<span class="kn">from</span> <span class="nn">utilities</span> <span class="kn">import</span> <span class="o">*</span>
+</pre></div>
+</div>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper" tabindex="0">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [5]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+<div class="cm-editor cm-s-jupyter">
+<div class="highlight hl-ipython3"><pre><span></span><span class="n">coordinates</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([</span><span class="n">x</span><span class="p">,</span><span class="n">y</span><span class="p">])</span><span class="o">.</span><span class="n">T</span>
+<span class="nb">print</span><span class="p">(</span><span class="n">coordinates</span><span class="p">)</span>
+</pre></div>
+</div>
+</div>
+</div>
+</div>
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+<div class="jp-OutputArea jp-Cell-outputArea">
+<div class="jp-OutputArea-child">
+<div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+<div class="jp-RenderedText jp-OutputArea-output" data-mime-type="text/plain" tabindex="0">
+<pre>[[  0.           0.        ]
+ [ 10.           0.        ]
+ [  5.          -8.66025404]
+ [ 15.          -8.66025404]
+ [ 10.         -17.32050808]
+ [ 20.         -17.32050808]
+ [ 25.          -8.66025404]
+ [ 30.         -17.32050808]
+ [ 35.          -8.66025404]
+ [ 30.           0.        ]
+ [ 40.           0.        ]]
+</pre>
+</div>
+</div>
+</div>
+</div>
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper" tabindex="0">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown">
+<p>Boundaries are specified with a list of lists, where each item in the list defines a boundary in the format:</p>
+<pre><code>[coordinate_index, boundary_type]
+</code></pre>
+<p>Each boundary can be defined using as many nodes as desired, though the boundary will retain its shape regardless of how many times the mesh is refined (this is logical, as refinement only subdivides triangles, thus the sides of a triangle always remain straight).</p>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs">
+<div class="jp-Cell-inputWrapper" tabindex="0">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [6]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+<div class="cm-editor cm-s-jupyter">
+<div class="highlight hl-ipython3"><pre><span></span><span class="n">boundaries</span> <span class="o">=</span> <span class="p">[[[</span><span class="s1">'Neumann'</span><span class="p">,</span> <span class="o">+</span><span class="mi">5</span><span class="p">],</span> <span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">]],</span>
+              <span class="p">[[</span><span class="s1">'Neumann'</span><span class="p">,</span>  <span class="mi">0</span><span class="p">],</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="mi">6</span><span class="p">,</span> <span class="mi">9</span><span class="p">]],</span>
+              <span class="p">[[</span><span class="s1">'Neumann'</span><span class="p">,</span> <span class="o">+</span><span class="mi">5</span><span class="p">],</span> <span class="p">[</span><span class="mi">9</span><span class="p">,</span> <span class="mi">10</span><span class="p">]],</span>
+              <span class="p">[[</span><span class="s1">'Neumann'</span><span class="p">,</span>  <span class="mi">0</span><span class="p">],</span> <span class="p">[</span><span class="mi">10</span><span class="p">,</span> <span class="mi">7</span><span class="p">,</span> <span class="mi">4</span><span class="p">,</span> <span class="mi">0</span><span class="p">]]]</span>
+</pre></div>
+</div>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs">
+<div class="jp-Cell-inputWrapper" tabindex="0">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [7]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+<div class="cm-editor cm-s-jupyter">
+<div class="highlight hl-ipython3"><pre><span></span><span class="n">mesh</span> <span class="o">=</span> <span class="n">Mesh</span><span class="p">(</span><span class="n">coordinates</span><span class="p">,</span> <span class="n">length</span><span class="p">,</span> <span class="n">boundaries</span><span class="p">)</span>
+<span class="c1"># mesh.define_triangles()</span>
+<span class="c1"># mesh.get_all_sides();</span>
+</pre></div>
+</div>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper" tabindex="0">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [8]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+<div class="cm-editor cm-s-jupyter">
+<div class="highlight hl-ipython3"><pre><span></span><span class="n">mesh</span><span class="o">.</span><span class="n">triangles</span>
+</pre></div>
+</div>
+</div>
+</div>
+</div>
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+<div class="jp-OutputArea jp-Cell-outputArea">
+<div class="jp-OutputArea-child jp-OutputArea-executeResult">
+<div class="jp-OutputPrompt jp-OutputArea-prompt">Out[8]:</div>
+<div class="jp-RenderedText jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/plain" tabindex="0">
+<pre>[[0, 1, 2],
+ [1, 2, 3],
+ [2, 3, 4],
+ [3, 4, 5],
+ [3, 5, 6],
+ [5, 6, 7],
+ [6, 7, 8],
+ [6, 8, 9],
+ [8, 9, 10]]</pre>
+</div>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper" tabindex="0">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [9]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+<div class="cm-editor cm-s-jupyter">
+<div class="highlight hl-ipython3"><pre><span></span><span class="nb">len</span><span class="p">(</span><span class="n">mesh</span><span class="o">.</span><span class="n">triangles</span><span class="p">)</span>
+</pre></div>
+</div>
+</div>
+</div>
+</div>
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+<div class="jp-OutputArea jp-Cell-outputArea">
+<div class="jp-OutputArea-child jp-OutputArea-executeResult">
+<div class="jp-OutputPrompt jp-OutputArea-prompt">Out[9]:</div>
+<div class="jp-RenderedText jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/plain" tabindex="0">
+<pre>9</pre>
+</div>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper" tabindex="0">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [10]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+<div class="cm-editor cm-s-jupyter">
+<div class="highlight hl-ipython3"><pre><span></span><span class="n">mesh</span><span class="o">.</span><span class="n">set_initial_conditions</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mi">5</span><span class="p">,</span> <span class="n">special_triangles</span><span class="o">=</span><span class="p">[[</span><span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">],[</span><span class="mi">5</span><span class="p">,</span><span class="mi">9</span><span class="p">]])</span>
+<span class="n">mesh</span><span class="o">.</span><span class="n">plot_triangles</span><span class="p">(</span><span class="n">fill_color</span><span class="o">=</span><span class="s1">'initial_conditions'</span><span class="p">);</span>
+</pre></div>
+</div>
+</div>
+</div>
+</div>
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+<div class="jp-OutputArea jp-Cell-outputArea">
+<div class="jp-OutputArea-child">
+<div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+<div class="jp-RenderedImage jp-OutputArea-output" tabindex="0">
+<img alt="No description has been provided for this image" class="" 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"/>
+</div>
+</div>
+</div>
+</div>
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+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [11]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+<div class="cm-editor cm-s-jupyter">
+<div class="highlight hl-ipython3"><pre><span></span><span class="n">mesh</span><span class="o">.</span><span class="n">plot_boundaries</span><span class="p">();</span>
+</pre></div>
+</div>
+</div>
+</div>
+</div>
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"/>
+</div>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper" tabindex="0">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [12]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+<div class="cm-editor cm-s-jupyter">
+<div class="highlight hl-ipython3"><pre><span></span><span class="n">mesh</span><span class="o">.</span><span class="n">plot_boundary_sides</span><span class="p">()</span>
+</pre></div>
+</div>
+</div>
+</div>
+</div>
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+<div class="jp-OutputArea jp-Cell-outputArea">
+<div class="jp-OutputArea-child jp-OutputArea-executeResult">
+<div class="jp-OutputPrompt jp-OutputArea-prompt">Out[12]:</div>
+<div class="jp-RenderedImage jp-OutputArea-output jp-OutputArea-executeResult" tabindex="0">
+<img alt="No description has been provided for this image" class="" 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"/>
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"/>
+</div>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper" tabindex="0">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [13]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+<div class="cm-editor cm-s-jupyter">
+<div class="highlight hl-ipython3"><pre><span></span><span class="n">mesh</span><span class="o">.</span><span class="n">initial_conditions</span>
+</pre></div>
+</div>
+</div>
+</div>
+</div>
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+<div class="jp-OutputArea jp-Cell-outputArea">
+<div class="jp-OutputArea-child jp-OutputArea-executeResult">
+<div class="jp-OutputPrompt jp-OutputArea-prompt">Out[13]:</div>
+<div class="jp-RenderedText jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/plain" tabindex="0">
+<pre>array([5., 5., 3., 5., 5., 9., 5., 5., 5.])</pre>
+</div>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper" tabindex="0">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [14]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+<div class="cm-editor cm-s-jupyter">
+<div class="highlight hl-ipython3"><pre><span></span><span class="n">mesh</span><span class="o">.</span><span class="n">plot_triangles</span><span class="p">(</span><span class="n">fill_color</span><span class="o">=</span><span class="s1">'initial_conditions'</span><span class="p">)</span>
+</pre></div>
+</div>
+</div>
+</div>
+</div>
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+<div class="jp-OutputArea jp-Cell-outputArea">
+<div class="jp-OutputArea-child jp-OutputArea-executeResult">
+<div class="jp-OutputPrompt jp-OutputArea-prompt">Out[14]:</div>
+<div class="jp-RenderedImage jp-OutputArea-output jp-OutputArea-executeResult" tabindex="0">
+<img alt="No description has been provided for this image" class="" 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"/>
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"/>
+</div>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper" tabindex="0">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [15]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+<div class="cm-editor cm-s-jupyter">
+<div class="highlight hl-ipython3"><pre><span></span><span class="n">mesh</span><span class="o">.</span><span class="n">try_triangles</span><span class="p">()</span>
+</pre></div>
+</div>
+</div>
+</div>
+</div>
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+<div class="jp-OutputArea jp-Cell-outputArea">
+<div class="jp-OutputArea-child">
+<div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+<div class="jp-RenderedText jp-OutputArea-output" data-mime-type="text/plain" tabindex="0">
+<pre>All triangles seem to be defined correctly!
+</pre>
+</div>
+</div>
+<div class="jp-OutputArea-child">
+<div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+<div class="jp-RenderedImage jp-OutputArea-output" tabindex="0">
+<img alt="No description has been provided for this image" class="" 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"/>
+</div>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper" tabindex="0">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [16]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+<div class="cm-editor cm-s-jupyter">
+<div class="highlight hl-ipython3"><pre><span></span><span class="c1"># mesh.refine_mesh()</span>
+<span class="c1"># mesh.get_initial_conditions()</span>
+<span class="n">mesh</span><span class="o">.</span><span class="n">plot_triangles</span><span class="p">(</span><span class="n">fill_color</span><span class="o">=</span><span class="s1">'initial_conditions'</span><span class="p">);</span>
+</pre></div>
+</div>
+</div>
+</div>
+</div>
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+<div class="jp-OutputArea jp-Cell-outputArea">
+<div class="jp-OutputArea-child">
+<div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+<div class="jp-RenderedImage jp-OutputArea-output" tabindex="0">
+<img alt="No description has been provided for this image" class="" 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"/>
+</div>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper" tabindex="0">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [17]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+<div class="cm-editor cm-s-jupyter">
+<div class="highlight hl-ipython3"><pre><span></span><span class="c1"># mesh.set_initial_conditions(default=0, special_triangles=[[0, 10]])</span>
+
+<span class="n">mesh</span><span class="o">.</span><span class="n">solve</span><span class="p">(</span><span class="mi">20</span><span class="p">,</span> <span class="mi">1000</span><span class="p">,</span> <span class="mi">50</span><span class="p">)</span>
+<span class="n">mesh</span><span class="o">.</span><span class="n">plot_triangles</span><span class="p">(</span><span class="n">fill_color</span><span class="o">=</span><span class="s1">'unknowns'</span><span class="p">,</span> <span class="n">time_step</span><span class="o">=-</span><span class="mi">1</span><span class="p">,</span>
+                    <span class="n">show_labels</span><span class="o">=</span><span class="kc">False</span><span class="p">);</span>
+<span class="c1"># mesh.unknowns[50]</span>
+</pre></div>
+</div>
+</div>
+</div>
+</div>
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+<div class="jp-OutputArea jp-Cell-outputArea">
+<div class="jp-OutputArea-child">
+<div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+<div class="jp-RenderedText jp-OutputArea-output" data-mime-type="text/plain" tabindex="0">
+<pre>Solving complete!
+  t_final = 20, Nt = 1000, D = 50
+NOTE: min value color scale adjusted below min initial value
+</pre>
+</div>
+</div>
+<div class="jp-OutputArea-child">
+<div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+<div class="jp-RenderedImage jp-OutputArea-output" tabindex="0">
+<img alt="No description has been provided for this image" class="" 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"/>
+</div>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper" tabindex="0">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [18]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+<div class="cm-editor cm-s-jupyter">
+<div class="highlight hl-ipython3"><pre><span></span><span class="n">mesh</span><span class="o">.</span><span class="n">refine_mesh</span><span class="p">();</span>
+<span class="n">mesh</span><span class="o">.</span><span class="n">plot_triangles</span><span class="p">();</span>
+</pre></div>
+</div>
+</div>
+</div>
+</div>
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+<div class="jp-OutputArea jp-Cell-outputArea">
+<div class="jp-OutputArea-child">
+<div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+<div class="jp-RenderedText jp-OutputArea-output" data-mime-type="text/plain" tabindex="0">
+<pre>Refining mesh...initial status:
+  refinements:  0
+  points:       11
+  triangles:    9
+  sides:        19
+  side length:  10
+Refinement complete...final status:
+  refinements:  1
+  points:       30
+  triangles:    36
+  sides:        65
+  side length:  5.0
+Time taken for refinement: 0.193226 seconds
+</pre>
+</div>
+</div>
+<div class="jp-OutputArea-child">
+<div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+<div class="jp-RenderedImage jp-OutputArea-output" tabindex="0">
+<img alt="No description has been provided for this image" class="" 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"/>
+</div>
+</div>
+</div>
+</div>
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper" tabindex="0">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown">
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper" tabindex="0">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">InĂ‚ [19]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+<div class="cm-editor cm-s-jupyter">
+<div class="highlight hl-ipython3"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="n">mesh</span><span class="o">.</span><span class="n">boundary_sides</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
+<span class="n">mesh</span><span class="o">.</span><span class="n">all_sides</span><span class="p">[</span><span class="n">mesh</span><span class="o">.</span><span class="n">boundary_sides</span><span class="p">[</span><span class="mi">0</span><span class="p">]]</span>
+<span class="nb">sorted</span><span class="p">([</span><span class="mi">11</span><span class="p">,</span><span class="mi">0</span><span class="p">])</span><span class="o">==</span><span class="nb">sorted</span><span class="p">(</span><span class="n">mesh</span><span class="o">.</span><span class="n">all_sides</span><span class="p">[</span><span class="n">mesh</span><span class="o">.</span><span class="n">boundary_sides</span><span class="p">[</span><span class="mi">0</span><span class="p">]])</span>
+<span class="nb">len</span><span class="p">(</span><span class="n">mesh</span><span class="o">.</span><span class="n">boundary_side_types</span><span class="p">)</span>
+</pre></div>
+</div>
+</div>
+</div>
+</div>
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+<div class="jp-OutputArea jp-Cell-outputArea">
+<div class="jp-OutputArea-child">
+<div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+<div class="jp-RenderedText jp-OutputArea-output" data-mime-type="text/plain" tabindex="0">
+<pre>0
+</pre>
+</div>
+</div>
+<div class="jp-OutputArea-child jp-OutputArea-executeResult">
+<div class="jp-OutputPrompt jp-OutputArea-prompt">Out[19]:</div>
+<div class="jp-RenderedText jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/plain" tabindex="0">
+<pre>22</pre>
+</div>
+</div>
+</div>
+</div>
+</div>
+</main>
+</body>
+</html>
-- 
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