diff --git a/change_detection/notebooks/Haario Bardenet ACMC/2dim Gaussian distribution/accept_regardless_of_score.ipynb b/change_detection/notebooks/Haario Bardenet ACMC/2dim Gaussian distribution/accept_regardless_of_score.ipynb
new file mode 100644
index 0000000..c361a38
--- /dev/null
+++ b/change_detection/notebooks/Haario Bardenet ACMC/2dim Gaussian distribution/accept_regardless_of_score.ipynb	
@@ -0,0 +1,520 @@
+{
+ "metadata": {
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.5-final"
+  },
+  "orig_nbformat": 2,
+  "kernelspec": {
+   "name": "python3",
+   "display_name": "Python 3",
+   "language": "python"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2,
+ "cells": [
+  {
+   "source": [
+    "#  Break Haario Bardenet ACMC on a 2 dimensional Gaussian distribution by accepting proposal with some probability regardless of score\n",
+    "\n",
+    "In this notebook, we deliberately break The Haario Bardenet ACMC sampler by causing it to incorrectly accept proposals with a certain probability. The sampler is used on the 1D Gaussian distribution."
+   ],
+   "cell_type": "markdown",
+   "metadata": {}
+  },
+  {
+   "source": [
+    "## Define broken sampler"
+   ],
+   "cell_type": "markdown",
+   "metadata": {}
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "class BrokenHaarioBardenetACMC(pints.HaarioBardenetACMC):\n",
+    "    \"\"\"Broken version of Metropolis Hastings.\n",
+    "\n",
+    "    At each MH step, with probability given by error_freq, it will always\n",
+    "    accept the proposal.\n",
+    "    \"\"\"\n",
+    "    def __init__(self, x0, sigma0=None):\n",
+    "        super().__init__(x0, sigma0)\n",
+    "        self.error_freq = 0.0\n",
+    "\n",
+    "    def set_error_freq(self, error_freq):\n",
+    "        self.error_freq = error_freq\n",
+    "\n",
+    "    def tell(self, fx):\n",
+    "        if self.error_freq == 0.0 or random.random() > self.error_freq:\n",
+    "            # Run MH step correctly\n",
+    "            return super().tell(fx)\n",
+    "        else:\n",
+    "            # Always accept it even if it is bad\n",
+    "            self._acceptance = ((self._iterations * self._acceptance + 1) /\n",
+    "                                (self._iterations + 1))\n",
+    "            self._iterations += 1\n",
+    "            self._current = self._proposed\n",
+    "            self._current_log_pdf = fx\n",
+    "            self._proposed = None\n",
+    "            return self._current"
+   ]
+  },
+  {
+   "source": [
+    "## Changepoint detection with hyperparameters I (marginal Rhat criterion)\n",
+    "\n",
+    "We desire marginal $\\hat{R}$s of <1.01 and ESS per chain to be greater >200 for each chain. The corresponing hyperparameters were found in the baseline notebook to be\n",
+    "\n",
+    "1. Number of chains: 3\n",
+    "2. Number of iterations: 4000 (first 1000 iterations are warmup)\n",
+    "3. Other hyperparameters: Default"
+   ],
+   "cell_type": "markdown",
+   "metadata": {}
+  },
+  {
+   "source": [],
+   "cell_type": "markdown",
+   "metadata": {}
+  },
+  {
+   "source": [
+    "### Compute Kullback-Leibler divergence for 15 unbroken and 15 broken posteriors"
+   ],
+   "cell_type": "markdown",
+   "metadata": {}
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#TODO\n",
+    "def get_klds(num_runs, start_breaking, error_freq):\n",
+    "    \"\"\"Run MCMC multiple times, break at some point, and get the KL divs.\n",
+    "    \n",
+    "    It uses the BrokenMH sampler and the 1D Gaussian distribution.\n",
+    "\n",
+    "    Parameters\n",
+    "    ----------\n",
+    "    num_runs : int\n",
+    "        Total number of runs\n",
+    "    start_breaking : int\n",
+    "        Which run to break the MCMC algorithm\n",
+    "    error_freq : float\n",
+    "        Error probability per MH step once the algorithm is broken\n",
+    "\n",
+    "    Returns\n",
+    "    -------\n",
+    "    list\n",
+    "        List of kl divergences from samples to posterior for each run\n",
+    "    \"\"\"\n",
+    "    posterior = NormalDist(np.array([1.0]), np.array([0.1**2]))\n",
+    "    x0 = [np.array([1.0])]\n",
+    "\n",
+    "    klds = []\n",
+    "    for run in range(num_runs):\n",
+    "        mcmc = pints.MCMCController(posterior, 1, x0, method=BrokenMH)\n",
+    "        mcmc.set_max_iterations(1000)\n",
+    "        if run >= start_breaking:\n",
+    "            for s in mcmc.samplers():\n",
+    "                s.set_error_freq(error_freq)\n",
+    "\n",
+    "        mcmc.set_log_to_screen(False)\n",
+    "        chains = mcmc.run()\n",
+    "        kld = posterior.kl_divergence(chains[0])\n",
+    "        klds.append(kld)\n",
+    "\n",
+    "    return klds"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pints\n",
+    "import pints.toy\n",
+    "\n",
+    "# Define pdf \n",
+    "# (prior is only used to sample starting positions for chains)\n",
+    "normal_log_pdf = pints.toy.GaussianLogPDF(mean=[0, 0], sigma=[1, 1])\n",
+    "log_prior = pints.ComposedLogPrior(\n",
+    "    pints.GaussianLogPrior(mean=0, sd=3),\n",
+    "    pints.GaussianLogPrior(mean=0, sd=3))\n",
+    "\n",
+    "# Set up hyperparameters\n",
+    "n_chains = 3\n",
+    "initial_parameters = log_prior.sample(n=n_chains)\n",
+    "n_iterations = 4000\n",
+    "method = pints.HaarioBardenetACMC\n",
+    "is_run_parallel = True\n",
+    "\n",
+    "# Set up problem\n",
+    "sampler = pints.MCMCController(\n",
+    "    log_pdf=normal_log_pdf,\n",
+    "    x0=initial_parameters,\n",
+    "    chains=n_chains,\n",
+    "    method=method)\n",
+    "sampler.set_max_iterations(n_iterations)\n",
+    "sampler.set_parallel(is_run_parallel)\n",
+    "sampler.set_log_to_screen(False)\n",
+    "\n",
+    "# Sample\n",
+    "chains = sampler.run()"
+   ]
+  },
+  {
+   "source": [
+    "### Visualise traces"
+   ],
+   "cell_type": "markdown",
+   "metadata": {}
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "stream",
+     "name": "stdout",
+     "text": [
+      "param    mean    std.    2.5%    25%    50%    75%    97.5%    rhat    ess\n-------  ------  ------  ------  -----  -----  -----  -------  ------  ------\nparam 1  -0.03   1.02    -2.08   -0.68  0.00   0.65   2.02     1.00    858.70\nparam 2  -0.00   0.99    -1.87   -0.71  -0.02  0.67   1.93     1.00    960.10\n"
+     ]
+    },
+    {
+     "output_type": "display_data",
+     "data": {
+      "text/plain": "<Figure size 864x288 with 4 Axes>",
+      "image/svg+xml": "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n<!-- Created with matplotlib (https://matplotlib.org/) -->\n<svg height=\"280.15625pt\" version=\"1.1\" viewBox=\"0 0 856.690625 280.15625\" width=\"856.690625pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n <metadata>\n  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\n   <cc:Work>\n    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\n    <dc:date>2021-02-09T18:33:30.200827</dc:date>\n    <dc:format>image/svg+xml</dc:format>\n    <dc:creator>\n     <cc:Agent>\n      <dc:title>Matplotlib v3.3.4, https://matplotlib.org/</dc:title>\n     </cc:Agent>\n    </dc:creator>\n   </cc:Work>\n  </rdf:RDF>\n </metadata>\n <defs>\n  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\n </defs>\n <g id=\"figure_1\">\n  <g id=\"patch_1\">\n   <path d=\"M -0 280.15625 \nL 856.690625 280.15625 \nL 856.690625 0 \nL -0 0 \nz\n\" style=\"fill:none;\"/>\n  </g>\n  <g id=\"axes_1\">\n   <g id=\"patch_2\">\n    <path d=\"M 46.965625 104 \nL 424.953125 104 \nL 424.953125 7.2 \nL 46.965625 7.2 \nz\n\" style=\"fill:#ffffff;\"/>\n   </g>\n   <g id=\"patch_3\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 64.146875 104 \nL 72.957772 104 \nL 72.957772 101.714286 \nL 64.146875 101.714286 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_4\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 72.957772 104 \nL 81.76867 104 \nL 81.76867 104 \nL 72.957772 104 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_5\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 81.76867 104 \nL 90.579567 104 \nL 90.579567 104 \nL 81.76867 104 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_6\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 90.579567 104 \nL 99.390465 104 \nL 99.390465 101.333333 \nL 90.579567 101.333333 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_7\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 99.390465 104 \nL 108.201362 104 \nL 108.201362 102.47619 \nL 99.390465 102.47619 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_8\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 108.201362 104 \nL 117.01226 104 \nL 117.01226 98.285714 \nL 108.201362 98.285714 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_9\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 117.01226 104 \nL 125.823157 104 \nL 125.823157 104 \nL 117.01226 104 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_10\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 125.823157 104 \nL 134.634054 104 \nL 134.634054 101.714286 \nL 125.823157 101.714286 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_11\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 134.634054 104 \nL 143.444952 104 \nL 143.444952 99.047619 \nL 134.634054 99.047619 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_12\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 143.444952 104 \nL 152.255849 104 \nL 152.255849 76.571429 \nL 143.444952 76.571429 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_13\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 152.255849 104 \nL 161.066747 104 \nL 161.066747 91.047619 \nL 152.255849 91.047619 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_14\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 161.066747 104 \nL 169.877644 104 \nL 169.877644 82.285714 \nL 161.066747 82.285714 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_15\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 169.877644 104 \nL 178.688542 104 \nL 178.688542 71.238095 \nL 169.877644 71.238095 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_16\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 178.688542 104 \nL 187.499439 104 \nL 187.499439 61.714286 \nL 178.688542 61.714286 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_17\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 187.499439 104 \nL 196.310337 104 \nL 196.310337 68.952381 \nL 187.499439 68.952381 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_18\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 196.310337 104 \nL 205.121234 104 \nL 205.121234 63.619048 \nL 196.310337 63.619048 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_19\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 205.121234 104 \nL 213.932131 104 \nL 213.932131 43.428571 \nL 205.121234 43.428571 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_20\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 213.932131 104 \nL 222.743029 104 \nL 222.743029 21.333333 \nL 213.932131 21.333333 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_21\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 222.743029 104 \nL 231.553926 104 \nL 231.553926 14.857143 \nL 222.743029 14.857143 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_22\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 231.553926 104 \nL 240.364824 104 \nL 240.364824 39.238095 \nL 231.553926 39.238095 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_23\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 240.364824 104 \nL 249.175721 104 \nL 249.175721 17.52381 \nL 240.364824 17.52381 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_24\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 249.175721 104 \nL 257.986619 104 \nL 257.986619 16 \nL 249.175721 16 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_25\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 257.986619 104 \nL 266.797516 104 \nL 266.797516 52.952381 \nL 257.986619 52.952381 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_26\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 266.797516 104 \nL 275.608413 104 \nL 275.608413 42.285714 \nL 266.797516 42.285714 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_27\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 275.608413 104 \nL 284.419311 104 \nL 284.419311 56.380952 \nL 275.608413 56.380952 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_28\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 284.419311 104 \nL 293.230208 104 \nL 293.230208 42.285714 \nL 284.419311 42.285714 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_29\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 293.230208 104 \nL 302.041106 104 \nL 302.041106 54.47619 \nL 293.230208 54.47619 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_30\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 302.041106 104 \nL 310.852003 104 \nL 310.852003 50.666667 \nL 302.041106 50.666667 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_31\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 310.852003 104 \nL 319.662901 104 \nL 319.662901 73.142857 \nL 310.852003 73.142857 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_32\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 319.662901 104 \nL 328.473798 104 \nL 328.473798 77.333333 \nL 319.662901 77.333333 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_33\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 328.473798 104 \nL 337.284696 104 \nL 337.284696 81.904762 \nL 328.473798 81.904762 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_34\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 337.284696 104 \nL 346.095593 104 \nL 346.095593 101.333333 \nL 337.284696 101.333333 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_35\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 346.095593 104 \nL 354.90649 104 \nL 354.90649 92.952381 \nL 346.095593 92.952381 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_36\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 354.90649 104 \nL 363.717388 104 \nL 363.717388 95.619048 \nL 354.90649 95.619048 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_37\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 363.717388 104 \nL 372.528285 104 \nL 372.528285 101.714286 \nL 363.717388 101.714286 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_38\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 372.528285 104 \nL 381.339183 104 \nL 381.339183 95.619048 \nL 372.528285 95.619048 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_39\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 381.339183 104 \nL 390.15008 104 \nL 390.15008 102.47619 \nL 381.339183 102.47619 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_40\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 390.15008 104 \nL 398.960978 104 \nL 398.960978 104 \nL 390.15008 104 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_41\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 398.960978 104 \nL 407.771875 104 \nL 407.771875 103.619048 \nL 398.960978 103.619048 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_42\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 75.461228 104 \nL 83.921028 104 \nL 83.921028 103.619048 \nL 75.461228 103.619048 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_43\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 83.921028 104 \nL 92.380829 104 \nL 92.380829 100.571429 \nL 83.921028 100.571429 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_44\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 92.380829 104 \nL 100.84063 104 \nL 100.84063 102.47619 \nL 92.380829 102.47619 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_45\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 100.84063 104 \nL 109.30043 104 \nL 109.30043 97.52381 \nL 100.84063 97.52381 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_46\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 109.30043 104 \nL 117.760231 104 \nL 117.760231 100.190476 \nL 109.30043 100.190476 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_47\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 117.760231 104 \nL 126.220031 104 \nL 126.220031 96 \nL 117.760231 96 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_48\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 126.220031 104 \nL 134.679832 104 \nL 134.679832 82.666667 \nL 126.220031 82.666667 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_49\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 134.679832 104 \nL 143.139632 104 \nL 143.139632 84.571429 \nL 134.679832 84.571429 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_50\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 143.139632 104 \nL 151.599433 104 \nL 151.599433 79.619048 \nL 143.139632 79.619048 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_51\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 151.599433 104 \nL 160.059234 104 \nL 160.059234 79.619048 \nL 151.599433 79.619048 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_52\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 160.059234 104 \nL 168.519034 104 \nL 168.519034 80.380952 \nL 160.059234 80.380952 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_53\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 168.519034 104 \nL 176.978835 104 \nL 176.978835 64.380952 \nL 168.519034 64.380952 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_54\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 176.978835 104 \nL 185.438635 104 \nL 185.438635 66.666667 \nL 176.978835 66.666667 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_55\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 185.438635 104 \nL 193.898436 104 \nL 193.898436 65.52381 \nL 185.438635 65.52381 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_56\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 193.898436 104 \nL 202.358236 104 \nL 202.358236 74.666667 \nL 193.898436 74.666667 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_57\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 202.358236 104 \nL 210.818037 104 \nL 210.818037 56 \nL 202.358236 56 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_58\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 210.818037 104 \nL 219.277838 104 \nL 219.277838 68.952381 \nL 210.818037 68.952381 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_59\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 219.277838 104 \nL 227.737638 104 \nL 227.737638 37.333333 \nL 219.277838 37.333333 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_60\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 227.737638 104 \nL 236.197439 104 \nL 236.197439 28.190476 \nL 227.737638 28.190476 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_61\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 236.197439 104 \nL 244.657239 104 \nL 244.657239 53.714286 \nL 236.197439 53.714286 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_62\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 244.657239 104 \nL 253.11704 104 \nL 253.11704 16.380952 \nL 244.657239 16.380952 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_63\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 253.11704 104 \nL 261.57684 104 \nL 261.57684 29.333333 \nL 253.11704 29.333333 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_64\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 261.57684 104 \nL 270.036641 104 \nL 270.036641 43.428571 \nL 261.57684 43.428571 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_65\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 270.036641 104 \nL 278.496442 104 \nL 278.496442 50.285714 \nL 270.036641 50.285714 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_66\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 278.496442 104 \nL 286.956242 104 \nL 286.956242 58.285714 \nL 278.496442 58.285714 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_67\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 286.956242 104 \nL 295.416043 104 \nL 295.416043 64.761905 \nL 286.956242 64.761905 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_68\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 295.416043 104 \nL 303.875843 104 \nL 303.875843 54.47619 \nL 295.416043 54.47619 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_69\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 303.875843 104 \nL 312.335644 104 \nL 312.335644 70.857143 \nL 303.875843 70.857143 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_70\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 312.335644 104 \nL 320.795444 104 \nL 320.795444 51.047619 \nL 312.335644 51.047619 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_71\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 320.795444 104 \nL 329.255245 104 \nL 329.255245 84.571429 \nL 320.795444 84.571429 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_72\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 329.255245 104 \nL 337.715046 104 \nL 337.715046 89.904762 \nL 329.255245 89.904762 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_73\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 337.715046 104 \nL 346.174846 104 \nL 346.174846 85.714286 \nL 337.715046 85.714286 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_74\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 346.174846 104 \nL 354.634647 104 \nL 354.634647 94.095238 \nL 346.174846 94.095238 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_75\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 354.634647 104 \nL 363.094447 104 \nL 363.094447 92.571429 \nL 354.634647 92.571429 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_76\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 363.094447 104 \nL 371.554248 104 \nL 371.554248 95.238095 \nL 363.094447 95.238095 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_77\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 371.554248 104 \nL 380.014048 104 \nL 380.014048 100.190476 \nL 371.554248 100.190476 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_78\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 380.014048 104 \nL 388.473849 104 \nL 388.473849 104 \nL 380.014048 104 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_79\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 388.473849 104 \nL 396.93365 104 \nL 396.93365 104 \nL 388.473849 104 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_80\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 396.93365 104 \nL 405.39345 104 \nL 405.39345 101.333333 \nL 396.93365 101.333333 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_81\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 89.894792 104 \nL 97.828876 104 \nL 97.828876 99.047619 \nL 89.894792 99.047619 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_82\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 97.828876 104 \nL 105.762959 104 \nL 105.762959 103.619048 \nL 97.828876 103.619048 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_83\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 105.762959 104 \nL 113.697042 104 \nL 113.697042 103.238095 \nL 105.762959 103.238095 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_84\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 113.697042 104 \nL 121.631126 104 \nL 121.631126 99.428571 \nL 113.697042 99.428571 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_85\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 121.631126 104 \nL 129.565209 104 \nL 129.565209 95.238095 \nL 121.631126 95.238095 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_86\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 129.565209 104 \nL 137.499293 104 \nL 137.499293 96 \nL 129.565209 96 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_87\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 137.499293 104 \nL 145.433376 104 \nL 145.433376 97.52381 \nL 137.499293 97.52381 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_88\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 145.433376 104 \nL 153.36746 104 \nL 153.36746 99.809524 \nL 145.433376 99.809524 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_89\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 153.36746 104 \nL 161.301543 104 \nL 161.301543 93.333333 \nL 153.36746 93.333333 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_90\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 161.301543 104 \nL 169.235627 104 \nL 169.235627 85.714286 \nL 161.301543 85.714286 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_91\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 169.235627 104 \nL 177.16971 104 \nL 177.16971 73.142857 \nL 169.235627 73.142857 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_92\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 177.16971 104 \nL 185.103793 104 \nL 185.103793 63.238095 \nL 177.16971 63.238095 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_93\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 185.103793 104 \nL 193.037877 104 \nL 193.037877 61.333333 \nL 185.103793 61.333333 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_94\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 193.037877 104 \nL 200.97196 104 \nL 200.97196 73.52381 \nL 193.037877 73.52381 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_95\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 200.97196 104 \nL 208.906044 104 \nL 208.906044 57.142857 \nL 200.97196 57.142857 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_96\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 208.906044 104 \nL 216.840127 104 \nL 216.840127 45.333333 \nL 208.906044 45.333333 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_97\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 216.840127 104 \nL 224.774211 104 \nL 224.774211 30.095238 \nL 216.840127 30.095238 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_98\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 224.774211 104 \nL 232.708294 104 \nL 232.708294 11.809524 \nL 224.774211 11.809524 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_99\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 232.708294 104 \nL 240.642378 104 \nL 240.642378 47.619048 \nL 232.708294 47.619048 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_100\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 240.642378 104 \nL 248.576461 104 \nL 248.576461 36.952381 \nL 240.642378 36.952381 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_101\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 248.576461 104 \nL 256.510545 104 \nL 256.510545 47.238095 \nL 248.576461 47.238095 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_102\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 256.510545 104 \nL 264.444628 104 \nL 264.444628 21.714286 \nL 256.510545 21.714286 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_103\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 264.444628 104 \nL 272.378711 104 \nL 272.378711 27.047619 \nL 264.444628 27.047619 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_104\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 272.378711 104 \nL 280.312795 104 \nL 280.312795 31.619048 \nL 272.378711 31.619048 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_105\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 280.312795 104 \nL 288.246878 104 \nL 288.246878 59.047619 \nL 280.312795 59.047619 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_106\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 288.246878 104 \nL 296.180962 104 \nL 296.180962 59.428571 \nL 288.246878 59.428571 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_107\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 296.180962 104 \nL 304.115045 104 \nL 304.115045 74.666667 \nL 296.180962 74.666667 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_108\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 304.115045 104 \nL 312.049129 104 \nL 312.049129 75.428571 \nL 304.115045 75.428571 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_109\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 312.049129 104 \nL 319.983212 104 \nL 319.983212 86.47619 \nL 312.049129 86.47619 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_110\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 319.983212 104 \nL 327.917296 104 \nL 327.917296 80.380952 \nL 319.983212 80.380952 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_111\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 327.917296 104 \nL 335.851379 104 \nL 335.851379 95.619048 \nL 327.917296 95.619048 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_112\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 335.851379 104 \nL 343.785463 104 \nL 343.785463 90.285714 \nL 335.851379 90.285714 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_113\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 343.785463 104 \nL 351.719546 104 \nL 351.719546 96.380952 \nL 343.785463 96.380952 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_114\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 351.719546 104 \nL 359.653629 104 \nL 359.653629 94.095238 \nL 351.719546 94.095238 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_115\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 359.653629 104 \nL 367.587713 104 \nL 367.587713 93.714286 \nL 359.653629 93.714286 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_116\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 367.587713 104 \nL 375.521796 104 \nL 375.521796 102.857143 \nL 367.587713 102.857143 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_117\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 375.521796 104 \nL 383.45588 104 \nL 383.45588 97.142857 \nL 375.521796 97.142857 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_118\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 383.45588 104 \nL 391.389963 104 \nL 391.389963 104 \nL 383.45588 104 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_119\">\n    <path clip-path=\"url(#p1001b2188e)\" d=\"M 391.389963 104 \nL 399.324047 104 \nL 399.324047 102.857143 \nL 391.389963 102.857143 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"matplotlib.axis_1\">\n    <g id=\"xtick_1\">\n     <g id=\"line2d_1\">\n      <defs>\n       <path d=\"M 0 0 \nL 0 3.5 \n\" id=\"ma0455ab1eb\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n      </defs>\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"88.678442\" xlink:href=\"#ma0455ab1eb\" y=\"104\"/>\n      </g>\n     </g>\n     <g id=\"text_1\">\n      <!-- −3 -->\n      <g transform=\"translate(81.307349 118.598437)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 10.59375 35.5 \nL 73.1875 35.5 \nL 73.1875 27.203125 \nL 10.59375 27.203125 \nz\n\" id=\"DejaVuSans-8722\"/>\n        <path d=\"M 40.578125 39.3125 \nQ 47.65625 37.796875 51.625 33 \nQ 55.609375 28.21875 55.609375 21.1875 \nQ 55.609375 10.40625 48.1875 4.484375 \nQ 40.765625 -1.421875 27.09375 -1.421875 \nQ 22.515625 -1.421875 17.65625 -0.515625 \nQ 12.796875 0.390625 7.625 2.203125 \nL 7.625 11.71875 \nQ 11.71875 9.328125 16.59375 8.109375 \nQ 21.484375 6.890625 26.8125 6.890625 \nQ 36.078125 6.890625 40.9375 10.546875 \nQ 45.796875 14.203125 45.796875 21.1875 \nQ 45.796875 27.640625 41.28125 31.265625 \nQ 36.765625 34.90625 28.71875 34.90625 \nL 20.21875 34.90625 \nL 20.21875 43.015625 \nL 29.109375 43.015625 \nQ 36.375 43.015625 40.234375 45.921875 \nQ 44.09375 48.828125 44.09375 54.296875 \nQ 44.09375 59.90625 40.109375 62.90625 \nQ 36.140625 65.921875 28.71875 65.921875 \nQ 24.65625 65.921875 20.015625 65.03125 \nQ 15.375 64.15625 9.8125 62.3125 \nL 9.8125 71.09375 \nQ 15.4375 72.65625 20.34375 73.4375 \nQ 25.25 74.21875 29.59375 74.21875 \nQ 40.828125 74.21875 47.359375 69.109375 \nQ 53.90625 64.015625 53.90625 55.328125 \nQ 53.90625 49.265625 50.4375 45.09375 \nQ 46.96875 40.921875 40.578125 39.3125 \nz\n\" id=\"DejaVuSans-51\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-8722\"/>\n       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-51\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_2\">\n     <g id=\"line2d_2\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"141.029652\" xlink:href=\"#ma0455ab1eb\" y=\"104\"/>\n      </g>\n     </g>\n     <g id=\"text_2\">\n      <!-- −2 -->\n      <g transform=\"translate(133.658558 118.598437)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 19.1875 8.296875 \nL 53.609375 8.296875 \nL 53.609375 0 \nL 7.328125 0 \nL 7.328125 8.296875 \nQ 12.9375 14.109375 22.625 23.890625 \nQ 32.328125 33.6875 34.8125 36.53125 \nQ 39.546875 41.84375 41.421875 45.53125 \nQ 43.3125 49.21875 43.3125 52.78125 \nQ 43.3125 58.59375 39.234375 62.25 \nQ 35.15625 65.921875 28.609375 65.921875 \nQ 23.96875 65.921875 18.8125 64.3125 \nQ 13.671875 62.703125 7.8125 59.421875 \nL 7.8125 69.390625 \nQ 13.765625 71.78125 18.9375 73 \nQ 24.125 74.21875 28.421875 74.21875 \nQ 39.75 74.21875 46.484375 68.546875 \nQ 53.21875 62.890625 53.21875 53.421875 \nQ 53.21875 48.921875 51.53125 44.890625 \nQ 49.859375 40.875 45.40625 35.40625 \nQ 44.1875 33.984375 37.640625 27.21875 \nQ 31.109375 20.453125 19.1875 8.296875 \nz\n\" id=\"DejaVuSans-50\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-8722\"/>\n       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-50\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_3\">\n     <g id=\"line2d_3\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"193.380861\" xlink:href=\"#ma0455ab1eb\" y=\"104\"/>\n      </g>\n     </g>\n     <g id=\"text_3\">\n      <!-- −1 -->\n      <g transform=\"translate(186.009767 118.598437)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 12.40625 8.296875 \nL 28.515625 8.296875 \nL 28.515625 63.921875 \nL 10.984375 60.40625 \nL 10.984375 69.390625 \nL 28.421875 72.90625 \nL 38.28125 72.90625 \nL 38.28125 8.296875 \nL 54.390625 8.296875 \nL 54.390625 0 \nL 12.40625 0 \nz\n\" id=\"DejaVuSans-49\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-8722\"/>\n       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-49\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_4\">\n     <g id=\"line2d_4\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"245.73207\" xlink:href=\"#ma0455ab1eb\" y=\"104\"/>\n      </g>\n     </g>\n     <g id=\"text_4\">\n      <!-- 0 -->\n      <g transform=\"translate(242.55082 118.598437)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 31.78125 66.40625 \nQ 24.171875 66.40625 20.328125 58.90625 \nQ 16.5 51.421875 16.5 36.375 \nQ 16.5 21.390625 20.328125 13.890625 \nQ 24.171875 6.390625 31.78125 6.390625 \nQ 39.453125 6.390625 43.28125 13.890625 \nQ 47.125 21.390625 47.125 36.375 \nQ 47.125 51.421875 43.28125 58.90625 \nQ 39.453125 66.40625 31.78125 66.40625 \nz\nM 31.78125 74.21875 \nQ 44.046875 74.21875 50.515625 64.515625 \nQ 56.984375 54.828125 56.984375 36.375 \nQ 56.984375 17.96875 50.515625 8.265625 \nQ 44.046875 -1.421875 31.78125 -1.421875 \nQ 19.53125 -1.421875 13.0625 8.265625 \nQ 6.59375 17.96875 6.59375 36.375 \nQ 6.59375 54.828125 13.0625 64.515625 \nQ 19.53125 74.21875 31.78125 74.21875 \nz\n\" id=\"DejaVuSans-48\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_5\">\n     <g id=\"line2d_5\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"298.083279\" xlink:href=\"#ma0455ab1eb\" y=\"104\"/>\n      </g>\n     </g>\n     <g id=\"text_5\">\n      <!-- 1 -->\n      <g transform=\"translate(294.902029 118.598437)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-49\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_6\">\n     <g id=\"line2d_6\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"350.434489\" xlink:href=\"#ma0455ab1eb\" y=\"104\"/>\n      </g>\n     </g>\n     <g id=\"text_6\">\n      <!-- 2 -->\n      <g transform=\"translate(347.253239 118.598437)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-50\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_7\">\n     <g id=\"line2d_7\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"402.785698\" xlink:href=\"#ma0455ab1eb\" y=\"104\"/>\n      </g>\n     </g>\n     <g id=\"text_7\">\n      <!-- 3 -->\n      <g transform=\"translate(399.604448 118.598437)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-51\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"text_8\">\n     <!-- Parameter1 -->\n     <g transform=\"translate(206.765625 132.276562)scale(0.1 -0.1)\">\n      <defs>\n       <path d=\"M 19.671875 64.796875 \nL 19.671875 37.40625 \nL 32.078125 37.40625 \nQ 38.96875 37.40625 42.71875 40.96875 \nQ 46.484375 44.53125 46.484375 51.125 \nQ 46.484375 57.671875 42.71875 61.234375 \nQ 38.96875 64.796875 32.078125 64.796875 \nz\nM 9.8125 72.90625 \nL 32.078125 72.90625 \nQ 44.34375 72.90625 50.609375 67.359375 \nQ 56.890625 61.8125 56.890625 51.125 \nQ 56.890625 40.328125 50.609375 34.8125 \nQ 44.34375 29.296875 32.078125 29.296875 \nL 19.671875 29.296875 \nL 19.671875 0 \nL 9.8125 0 \nz\n\" id=\"DejaVuSans-80\"/>\n       <path d=\"M 34.28125 27.484375 \nQ 23.390625 27.484375 19.1875 25 \nQ 14.984375 22.515625 14.984375 16.5 \nQ 14.984375 11.71875 18.140625 8.90625 \nQ 21.296875 6.109375 26.703125 6.109375 \nQ 34.1875 6.109375 38.703125 11.40625 \nQ 43.21875 16.703125 43.21875 25.484375 \nL 43.21875 27.484375 \nz\nM 52.203125 31.203125 \nL 52.203125 0 \nL 43.21875 0 \nL 43.21875 8.296875 \nQ 40.140625 3.328125 35.546875 0.953125 \nQ 30.953125 -1.421875 24.3125 -1.421875 \nQ 15.921875 -1.421875 10.953125 3.296875 \nQ 6 8.015625 6 15.921875 \nQ 6 25.140625 12.171875 29.828125 \nQ 18.359375 34.515625 30.609375 34.515625 \nL 43.21875 34.515625 \nL 43.21875 35.40625 \nQ 43.21875 41.609375 39.140625 45 \nQ 35.0625 48.390625 27.6875 48.390625 \nQ 23 48.390625 18.546875 47.265625 \nQ 14.109375 46.140625 10.015625 43.890625 \nL 10.015625 52.203125 \nQ 14.9375 54.109375 19.578125 55.046875 \nQ 24.21875 56 28.609375 56 \nQ 40.484375 56 46.34375 49.84375 \nQ 52.203125 43.703125 52.203125 31.203125 \nz\n\" id=\"DejaVuSans-97\"/>\n       <path d=\"M 41.109375 46.296875 \nQ 39.59375 47.171875 37.8125 47.578125 \nQ 36.03125 48 33.890625 48 \nQ 26.265625 48 22.1875 43.046875 \nQ 18.109375 38.09375 18.109375 28.8125 \nL 18.109375 0 \nL 9.078125 0 \nL 9.078125 54.6875 \nL 18.109375 54.6875 \nL 18.109375 46.1875 \nQ 20.953125 51.171875 25.484375 53.578125 \nQ 30.03125 56 36.53125 56 \nQ 37.453125 56 38.578125 55.875 \nQ 39.703125 55.765625 41.0625 55.515625 \nz\n\" id=\"DejaVuSans-114\"/>\n       <path d=\"M 52 44.1875 \nQ 55.375 50.25 60.0625 53.125 \nQ 64.75 56 71.09375 56 \nQ 79.640625 56 84.28125 50.015625 \nQ 88.921875 44.046875 88.921875 33.015625 \nL 88.921875 0 \nL 79.890625 0 \nL 79.890625 32.71875 \nQ 79.890625 40.578125 77.09375 44.375 \nQ 74.3125 48.1875 68.609375 48.1875 \nQ 61.625 48.1875 57.5625 43.546875 \nQ 53.515625 38.921875 53.515625 30.90625 \nL 53.515625 0 \nL 44.484375 0 \nL 44.484375 32.71875 \nQ 44.484375 40.625 41.703125 44.40625 \nQ 38.921875 48.1875 33.109375 48.1875 \nQ 26.21875 48.1875 22.15625 43.53125 \nQ 18.109375 38.875 18.109375 30.90625 \nL 18.109375 0 \nL 9.078125 0 \nL 9.078125 54.6875 \nL 18.109375 54.6875 \nL 18.109375 46.1875 \nQ 21.1875 51.21875 25.484375 53.609375 \nQ 29.78125 56 35.6875 56 \nQ 41.65625 56 45.828125 52.96875 \nQ 50 49.953125 52 44.1875 \nz\n\" id=\"DejaVuSans-109\"/>\n       <path d=\"M 56.203125 29.59375 \nL 56.203125 25.203125 \nL 14.890625 25.203125 \nQ 15.484375 15.921875 20.484375 11.0625 \nQ 25.484375 6.203125 34.421875 6.203125 \nQ 39.59375 6.203125 44.453125 7.46875 \nQ 49.3125 8.734375 54.109375 11.28125 \nL 54.109375 2.78125 \nQ 49.265625 0.734375 44.1875 -0.34375 \nQ 39.109375 -1.421875 33.890625 -1.421875 \nQ 20.796875 -1.421875 13.15625 6.1875 \nQ 5.515625 13.8125 5.515625 26.8125 \nQ 5.515625 40.234375 12.765625 48.109375 \nQ 20.015625 56 32.328125 56 \nQ 43.359375 56 49.78125 48.890625 \nQ 56.203125 41.796875 56.203125 29.59375 \nz\nM 47.21875 32.234375 \nQ 47.125 39.59375 43.09375 43.984375 \nQ 39.0625 48.390625 32.421875 48.390625 \nQ 24.90625 48.390625 20.390625 44.140625 \nQ 15.875 39.890625 15.1875 32.171875 \nz\n\" id=\"DejaVuSans-101\"/>\n       <path d=\"M 18.3125 70.21875 \nL 18.3125 54.6875 \nL 36.8125 54.6875 \nL 36.8125 47.703125 \nL 18.3125 47.703125 \nL 18.3125 18.015625 \nQ 18.3125 11.328125 20.140625 9.421875 \nQ 21.96875 7.515625 27.59375 7.515625 \nL 36.8125 7.515625 \nL 36.8125 0 \nL 27.59375 0 \nQ 17.1875 0 13.234375 3.875 \nQ 9.28125 7.765625 9.28125 18.015625 \nL 9.28125 47.703125 \nL 2.6875 47.703125 \nL 2.6875 54.6875 \nL 9.28125 54.6875 \nL 9.28125 70.21875 \nz\n\" id=\"DejaVuSans-116\"/>\n      </defs>\n      <use xlink:href=\"#DejaVuSans-80\"/>\n      <use x=\"55.802734\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"117.082031\" xlink:href=\"#DejaVuSans-114\"/>\n      <use x=\"158.195312\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"219.474609\" xlink:href=\"#DejaVuSans-109\"/>\n      <use x=\"316.886719\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"378.410156\" xlink:href=\"#DejaVuSans-116\"/>\n      <use x=\"417.619141\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"479.142578\" xlink:href=\"#DejaVuSans-114\"/>\n      <use x=\"520.255859\" xlink:href=\"#DejaVuSans-49\"/>\n     </g>\n    </g>\n   </g>\n   <g id=\"matplotlib.axis_2\">\n    <g id=\"ytick_1\">\n     <g id=\"line2d_8\">\n      <defs>\n       <path d=\"M 0 0 \nL -3.5 0 \n\" id=\"m7e8c752ba1\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n      </defs>\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"46.965625\" xlink:href=\"#m7e8c752ba1\" y=\"104\"/>\n      </g>\n     </g>\n     <g id=\"text_9\">\n      <!-- 0 -->\n      <g transform=\"translate(33.603125 107.799219)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_2\">\n     <g id=\"line2d_9\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"46.965625\" xlink:href=\"#m7e8c752ba1\" y=\"65.904762\"/>\n      </g>\n     </g>\n     <g id=\"text_10\">\n      <!-- 100 -->\n      <g transform=\"translate(20.878125 69.703981)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_3\">\n     <g id=\"line2d_10\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"46.965625\" xlink:href=\"#m7e8c752ba1\" y=\"27.809524\"/>\n      </g>\n     </g>\n     <g id=\"text_11\">\n      <!-- 200 -->\n      <g transform=\"translate(20.878125 31.608743)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-50\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"text_12\">\n     <!-- Frequency -->\n     <g transform=\"translate(14.798438 81.429687)rotate(-90)scale(0.1 -0.1)\">\n      <defs>\n       <path d=\"M 9.8125 72.90625 \nL 51.703125 72.90625 \nL 51.703125 64.59375 \nL 19.671875 64.59375 \nL 19.671875 43.109375 \nL 48.578125 43.109375 \nL 48.578125 34.8125 \nL 19.671875 34.8125 \nL 19.671875 0 \nL 9.8125 0 \nz\n\" id=\"DejaVuSans-70\"/>\n       <path d=\"M 14.796875 27.296875 \nQ 14.796875 17.390625 18.875 11.75 \nQ 22.953125 6.109375 30.078125 6.109375 \nQ 37.203125 6.109375 41.296875 11.75 \nQ 45.40625 17.390625 45.40625 27.296875 \nQ 45.40625 37.203125 41.296875 42.84375 \nQ 37.203125 48.484375 30.078125 48.484375 \nQ 22.953125 48.484375 18.875 42.84375 \nQ 14.796875 37.203125 14.796875 27.296875 \nz\nM 45.40625 8.203125 \nQ 42.578125 3.328125 38.25 0.953125 \nQ 33.9375 -1.421875 27.875 -1.421875 \nQ 17.96875 -1.421875 11.734375 6.484375 \nQ 5.515625 14.40625 5.515625 27.296875 \nQ 5.515625 40.1875 11.734375 48.09375 \nQ 17.96875 56 27.875 56 \nQ 33.9375 56 38.25 53.625 \nQ 42.578125 51.265625 45.40625 46.390625 \nL 45.40625 54.6875 \nL 54.390625 54.6875 \nL 54.390625 -20.796875 \nL 45.40625 -20.796875 \nz\n\" id=\"DejaVuSans-113\"/>\n       <path d=\"M 8.5 21.578125 \nL 8.5 54.6875 \nL 17.484375 54.6875 \nL 17.484375 21.921875 \nQ 17.484375 14.15625 20.5 10.265625 \nQ 23.53125 6.390625 29.59375 6.390625 \nQ 36.859375 6.390625 41.078125 11.03125 \nQ 45.3125 15.671875 45.3125 23.6875 \nL 45.3125 54.6875 \nL 54.296875 54.6875 \nL 54.296875 0 \nL 45.3125 0 \nL 45.3125 8.40625 \nQ 42.046875 3.421875 37.71875 1 \nQ 33.40625 -1.421875 27.6875 -1.421875 \nQ 18.265625 -1.421875 13.375 4.4375 \nQ 8.5 10.296875 8.5 21.578125 \nz\nM 31.109375 56 \nz\n\" id=\"DejaVuSans-117\"/>\n       <path d=\"M 54.890625 33.015625 \nL 54.890625 0 \nL 45.90625 0 \nL 45.90625 32.71875 \nQ 45.90625 40.484375 42.875 44.328125 \nQ 39.84375 48.1875 33.796875 48.1875 \nQ 26.515625 48.1875 22.3125 43.546875 \nQ 18.109375 38.921875 18.109375 30.90625 \nL 18.109375 0 \nL 9.078125 0 \nL 9.078125 54.6875 \nL 18.109375 54.6875 \nL 18.109375 46.1875 \nQ 21.34375 51.125 25.703125 53.5625 \nQ 30.078125 56 35.796875 56 \nQ 45.21875 56 50.046875 50.171875 \nQ 54.890625 44.34375 54.890625 33.015625 \nz\n\" id=\"DejaVuSans-110\"/>\n       <path d=\"M 48.78125 52.59375 \nL 48.78125 44.1875 \nQ 44.96875 46.296875 41.140625 47.34375 \nQ 37.3125 48.390625 33.40625 48.390625 \nQ 24.65625 48.390625 19.8125 42.84375 \nQ 14.984375 37.3125 14.984375 27.296875 \nQ 14.984375 17.28125 19.8125 11.734375 \nQ 24.65625 6.203125 33.40625 6.203125 \nQ 37.3125 6.203125 41.140625 7.25 \nQ 44.96875 8.296875 48.78125 10.40625 \nL 48.78125 2.09375 \nQ 45.015625 0.34375 40.984375 -0.53125 \nQ 36.96875 -1.421875 32.421875 -1.421875 \nQ 20.0625 -1.421875 12.78125 6.34375 \nQ 5.515625 14.109375 5.515625 27.296875 \nQ 5.515625 40.671875 12.859375 48.328125 \nQ 20.21875 56 33.015625 56 \nQ 37.15625 56 41.109375 55.140625 \nQ 45.0625 54.296875 48.78125 52.59375 \nz\n\" id=\"DejaVuSans-99\"/>\n       <path d=\"M 32.171875 -5.078125 \nQ 28.375 -14.84375 24.75 -17.8125 \nQ 21.140625 -20.796875 15.09375 -20.796875 \nL 7.90625 -20.796875 \nL 7.90625 -13.28125 \nL 13.1875 -13.28125 \nQ 16.890625 -13.28125 18.9375 -11.515625 \nQ 21 -9.765625 23.484375 -3.21875 \nL 25.09375 0.875 \nL 2.984375 54.6875 \nL 12.5 54.6875 \nL 29.59375 11.921875 \nL 46.6875 54.6875 \nL 56.203125 54.6875 \nz\n\" id=\"DejaVuSans-121\"/>\n      </defs>\n      <use xlink:href=\"#DejaVuSans-70\"/>\n      <use x=\"50.269531\" xlink:href=\"#DejaVuSans-114\"/>\n      <use x=\"89.132812\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"150.65625\" xlink:href=\"#DejaVuSans-113\"/>\n      <use x=\"214.132812\" xlink:href=\"#DejaVuSans-117\"/>\n      <use x=\"277.511719\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"339.035156\" xlink:href=\"#DejaVuSans-110\"/>\n      <use x=\"402.414062\" xlink:href=\"#DejaVuSans-99\"/>\n      <use x=\"457.394531\" xlink:href=\"#DejaVuSans-121\"/>\n     </g>\n    </g>\n   </g>\n   <g id=\"patch_120\">\n    <path d=\"M 46.965625 104 \nL 46.965625 7.2 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_121\">\n    <path d=\"M 424.953125 104 \nL 424.953125 7.2 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_122\">\n    <path d=\"M 46.965625 104 \nL 424.953125 104 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_123\">\n    <path d=\"M 46.965625 7.2 \nL 424.953125 7.2 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"legend_1\">\n    <g id=\"patch_124\">\n     <path d=\"M 333.70625 59.234375 \nL 417.953125 59.234375 \nQ 419.953125 59.234375 419.953125 57.234375 \nL 419.953125 14.2 \nQ 419.953125 12.2 417.953125 12.2 \nL 333.70625 12.2 \nQ 331.70625 12.2 331.70625 14.2 \nL 331.70625 57.234375 \nQ 331.70625 59.234375 333.70625 59.234375 \nz\n\" style=\"fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;\"/>\n    </g>\n    <g id=\"patch_125\">\n     <path d=\"M 335.70625 23.798437 \nL 355.70625 23.798437 \nL 355.70625 16.798437 \nL 335.70625 16.798437 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n    </g>\n    <g id=\"text_13\">\n     <!-- Samples 1 -->\n     <g transform=\"translate(363.70625 23.798437)scale(0.1 -0.1)\">\n      <defs>\n       <path d=\"M 53.515625 70.515625 \nL 53.515625 60.890625 \nQ 47.90625 63.578125 42.921875 64.890625 \nQ 37.9375 66.21875 33.296875 66.21875 \nQ 25.25 66.21875 20.875 63.09375 \nQ 16.5 59.96875 16.5 54.203125 \nQ 16.5 49.359375 19.40625 46.890625 \nQ 22.3125 44.4375 30.421875 42.921875 \nL 36.375 41.703125 \nQ 47.40625 39.59375 52.65625 34.296875 \nQ 57.90625 29 57.90625 20.125 \nQ 57.90625 9.515625 50.796875 4.046875 \nQ 43.703125 -1.421875 29.984375 -1.421875 \nQ 24.8125 -1.421875 18.96875 -0.25 \nQ 13.140625 0.921875 6.890625 3.21875 \nL 6.890625 13.375 \nQ 12.890625 10.015625 18.65625 8.296875 \nQ 24.421875 6.59375 29.984375 6.59375 \nQ 38.421875 6.59375 43.015625 9.90625 \nQ 47.609375 13.234375 47.609375 19.390625 \nQ 47.609375 24.75 44.3125 27.78125 \nQ 41.015625 30.8125 33.5 32.328125 \nL 27.484375 33.5 \nQ 16.453125 35.6875 11.515625 40.375 \nQ 6.59375 45.0625 6.59375 53.421875 \nQ 6.59375 63.09375 13.40625 68.65625 \nQ 20.21875 74.21875 32.171875 74.21875 \nQ 37.3125 74.21875 42.625 73.28125 \nQ 47.953125 72.359375 53.515625 70.515625 \nz\n\" id=\"DejaVuSans-83\"/>\n       <path d=\"M 18.109375 8.203125 \nL 18.109375 -20.796875 \nL 9.078125 -20.796875 \nL 9.078125 54.6875 \nL 18.109375 54.6875 \nL 18.109375 46.390625 \nQ 20.953125 51.265625 25.265625 53.625 \nQ 29.59375 56 35.59375 56 \nQ 45.5625 56 51.78125 48.09375 \nQ 58.015625 40.1875 58.015625 27.296875 \nQ 58.015625 14.40625 51.78125 6.484375 \nQ 45.5625 -1.421875 35.59375 -1.421875 \nQ 29.59375 -1.421875 25.265625 0.953125 \nQ 20.953125 3.328125 18.109375 8.203125 \nz\nM 48.6875 27.296875 \nQ 48.6875 37.203125 44.609375 42.84375 \nQ 40.53125 48.484375 33.40625 48.484375 \nQ 26.265625 48.484375 22.1875 42.84375 \nQ 18.109375 37.203125 18.109375 27.296875 \nQ 18.109375 17.390625 22.1875 11.75 \nQ 26.265625 6.109375 33.40625 6.109375 \nQ 40.53125 6.109375 44.609375 11.75 \nQ 48.6875 17.390625 48.6875 27.296875 \nz\n\" id=\"DejaVuSans-112\"/>\n       <path d=\"M 9.421875 75.984375 \nL 18.40625 75.984375 \nL 18.40625 0 \nL 9.421875 0 \nz\n\" id=\"DejaVuSans-108\"/>\n       <path d=\"M 44.28125 53.078125 \nL 44.28125 44.578125 \nQ 40.484375 46.53125 36.375 47.5 \nQ 32.28125 48.484375 27.875 48.484375 \nQ 21.1875 48.484375 17.84375 46.4375 \nQ 14.5 44.390625 14.5 40.28125 \nQ 14.5 37.15625 16.890625 35.375 \nQ 19.28125 33.59375 26.515625 31.984375 \nL 29.59375 31.296875 \nQ 39.15625 29.25 43.1875 25.515625 \nQ 47.21875 21.78125 47.21875 15.09375 \nQ 47.21875 7.46875 41.1875 3.015625 \nQ 35.15625 -1.421875 24.609375 -1.421875 \nQ 20.21875 -1.421875 15.453125 -0.5625 \nQ 10.6875 0.296875 5.421875 2 \nL 5.421875 11.28125 \nQ 10.40625 8.6875 15.234375 7.390625 \nQ 20.0625 6.109375 24.8125 6.109375 \nQ 31.15625 6.109375 34.5625 8.28125 \nQ 37.984375 10.453125 37.984375 14.40625 \nQ 37.984375 18.0625 35.515625 20.015625 \nQ 33.0625 21.96875 24.703125 23.78125 \nL 21.578125 24.515625 \nQ 13.234375 26.265625 9.515625 29.90625 \nQ 5.8125 33.546875 5.8125 39.890625 \nQ 5.8125 47.609375 11.28125 51.796875 \nQ 16.75 56 26.8125 56 \nQ 31.78125 56 36.171875 55.265625 \nQ 40.578125 54.546875 44.28125 53.078125 \nz\n\" id=\"DejaVuSans-115\"/>\n       <path id=\"DejaVuSans-32\"/>\n      </defs>\n      <use xlink:href=\"#DejaVuSans-83\"/>\n      <use x=\"63.476562\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"124.755859\" xlink:href=\"#DejaVuSans-109\"/>\n      <use x=\"222.167969\" xlink:href=\"#DejaVuSans-112\"/>\n      <use x=\"285.644531\" xlink:href=\"#DejaVuSans-108\"/>\n      <use x=\"313.427734\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"374.951172\" xlink:href=\"#DejaVuSans-115\"/>\n      <use x=\"427.050781\" xlink:href=\"#DejaVuSans-32\"/>\n      <use x=\"458.837891\" xlink:href=\"#DejaVuSans-49\"/>\n     </g>\n    </g>\n    <g id=\"patch_126\">\n     <path d=\"M 335.70625 38.476562 \nL 355.70625 38.476562 \nL 355.70625 31.476562 \nL 335.70625 31.476562 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n    </g>\n    <g id=\"text_14\">\n     <!-- Samples 2 -->\n     <g transform=\"translate(363.70625 38.476562)scale(0.1 -0.1)\">\n      <use xlink:href=\"#DejaVuSans-83\"/>\n      <use x=\"63.476562\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"124.755859\" xlink:href=\"#DejaVuSans-109\"/>\n      <use x=\"222.167969\" xlink:href=\"#DejaVuSans-112\"/>\n      <use x=\"285.644531\" xlink:href=\"#DejaVuSans-108\"/>\n      <use x=\"313.427734\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"374.951172\" xlink:href=\"#DejaVuSans-115\"/>\n      <use x=\"427.050781\" xlink:href=\"#DejaVuSans-32\"/>\n      <use x=\"458.837891\" xlink:href=\"#DejaVuSans-50\"/>\n     </g>\n    </g>\n    <g id=\"patch_127\">\n     <path d=\"M 335.70625 53.154687 \nL 355.70625 53.154687 \nL 355.70625 46.154687 \nL 335.70625 46.154687 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n    </g>\n    <g id=\"text_15\">\n     <!-- Samples 3 -->\n     <g transform=\"translate(363.70625 53.154687)scale(0.1 -0.1)\">\n      <use xlink:href=\"#DejaVuSans-83\"/>\n      <use x=\"63.476562\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"124.755859\" xlink:href=\"#DejaVuSans-109\"/>\n      <use x=\"222.167969\" xlink:href=\"#DejaVuSans-112\"/>\n      <use x=\"285.644531\" xlink:href=\"#DejaVuSans-108\"/>\n      <use x=\"313.427734\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"374.951172\" xlink:href=\"#DejaVuSans-115\"/>\n      <use x=\"427.050781\" xlink:href=\"#DejaVuSans-32\"/>\n      <use x=\"458.837891\" xlink:href=\"#DejaVuSans-51\"/>\n     </g>\n    </g>\n   </g>\n  </g>\n  <g id=\"axes_2\">\n   <g id=\"patch_128\">\n    <path d=\"M 471.503125 104 \nL 849.490625 104 \nL 849.490625 7.2 \nL 471.503125 7.2 \nz\n\" style=\"fill:#ffffff;\"/>\n   </g>\n   <g id=\"matplotlib.axis_3\">\n    <g id=\"xtick_8\">\n     <g id=\"line2d_11\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"488.684375\" xlink:href=\"#ma0455ab1eb\" y=\"104\"/>\n      </g>\n     </g>\n     <g id=\"text_16\">\n      <!-- 0 -->\n      <g transform=\"translate(485.503125 118.598437)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_9\">\n     <g id=\"line2d_12\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"545.974305\" xlink:href=\"#ma0455ab1eb\" y=\"104\"/>\n      </g>\n     </g>\n     <g id=\"text_17\">\n      <!-- 500 -->\n      <g transform=\"translate(536.430555 118.598437)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 10.796875 72.90625 \nL 49.515625 72.90625 \nL 49.515625 64.59375 \nL 19.828125 64.59375 \nL 19.828125 46.734375 \nQ 21.96875 47.46875 24.109375 47.828125 \nQ 26.265625 48.1875 28.421875 48.1875 \nQ 40.625 48.1875 47.75 41.5 \nQ 54.890625 34.8125 54.890625 23.390625 \nQ 54.890625 11.625 47.5625 5.09375 \nQ 40.234375 -1.421875 26.90625 -1.421875 \nQ 22.3125 -1.421875 17.546875 -0.640625 \nQ 12.796875 0.140625 7.71875 1.703125 \nL 7.71875 11.625 \nQ 12.109375 9.234375 16.796875 8.0625 \nQ 21.484375 6.890625 26.703125 6.890625 \nQ 35.15625 6.890625 40.078125 11.328125 \nQ 45.015625 15.765625 45.015625 23.390625 \nQ 45.015625 31 40.078125 35.4375 \nQ 35.15625 39.890625 26.703125 39.890625 \nQ 22.75 39.890625 18.8125 39.015625 \nQ 14.890625 38.140625 10.796875 36.28125 \nz\n\" id=\"DejaVuSans-53\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-53\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_10\">\n     <g id=\"line2d_13\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"603.264235\" xlink:href=\"#ma0455ab1eb\" y=\"104\"/>\n      </g>\n     </g>\n     <g id=\"text_18\">\n      <!-- 1000 -->\n      <g transform=\"translate(590.539235 118.598437)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_11\">\n     <g id=\"line2d_14\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"660.554165\" xlink:href=\"#ma0455ab1eb\" y=\"104\"/>\n      </g>\n     </g>\n     <g id=\"text_19\">\n      <!-- 1500 -->\n      <g transform=\"translate(647.829165 118.598437)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_12\">\n     <g id=\"line2d_15\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"717.844095\" xlink:href=\"#ma0455ab1eb\" y=\"104\"/>\n      </g>\n     </g>\n     <g id=\"text_20\">\n      <!-- 2000 -->\n      <g transform=\"translate(705.119095 118.598437)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-50\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_13\">\n     <g id=\"line2d_16\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"775.134025\" xlink:href=\"#ma0455ab1eb\" y=\"104\"/>\n      </g>\n     </g>\n     <g id=\"text_21\">\n      <!-- 2500 -->\n      <g transform=\"translate(762.409025 118.598437)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-50\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_14\">\n     <g id=\"line2d_17\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"832.423955\" xlink:href=\"#ma0455ab1eb\" y=\"104\"/>\n      </g>\n     </g>\n     <g id=\"text_22\">\n      <!-- 3000 -->\n      <g transform=\"translate(819.698955 118.598437)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-51\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"text_23\">\n     <!-- Iteration -->\n     <g transform=\"translate(639.288281 132.276562)scale(0.1 -0.1)\">\n      <defs>\n       <path d=\"M 9.8125 72.90625 \nL 19.671875 72.90625 \nL 19.671875 0 \nL 9.8125 0 \nz\n\" id=\"DejaVuSans-73\"/>\n       <path d=\"M 9.421875 54.6875 \nL 18.40625 54.6875 \nL 18.40625 0 \nL 9.421875 0 \nz\nM 9.421875 75.984375 \nL 18.40625 75.984375 \nL 18.40625 64.59375 \nL 9.421875 64.59375 \nz\n\" id=\"DejaVuSans-105\"/>\n       <path d=\"M 30.609375 48.390625 \nQ 23.390625 48.390625 19.1875 42.75 \nQ 14.984375 37.109375 14.984375 27.296875 \nQ 14.984375 17.484375 19.15625 11.84375 \nQ 23.34375 6.203125 30.609375 6.203125 \nQ 37.796875 6.203125 41.984375 11.859375 \nQ 46.1875 17.53125 46.1875 27.296875 \nQ 46.1875 37.015625 41.984375 42.703125 \nQ 37.796875 48.390625 30.609375 48.390625 \nz\nM 30.609375 56 \nQ 42.328125 56 49.015625 48.375 \nQ 55.71875 40.765625 55.71875 27.296875 \nQ 55.71875 13.875 49.015625 6.21875 \nQ 42.328125 -1.421875 30.609375 -1.421875 \nQ 18.84375 -1.421875 12.171875 6.21875 \nQ 5.515625 13.875 5.515625 27.296875 \nQ 5.515625 40.765625 12.171875 48.375 \nQ 18.84375 56 30.609375 56 \nz\n\" id=\"DejaVuSans-111\"/>\n      </defs>\n      <use xlink:href=\"#DejaVuSans-73\"/>\n      <use x=\"29.492188\" xlink:href=\"#DejaVuSans-116\"/>\n      <use x=\"68.701172\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"130.224609\" xlink:href=\"#DejaVuSans-114\"/>\n      <use x=\"171.337891\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"232.617188\" xlink:href=\"#DejaVuSans-116\"/>\n      <use x=\"271.826172\" xlink:href=\"#DejaVuSans-105\"/>\n      <use x=\"299.609375\" xlink:href=\"#DejaVuSans-111\"/>\n      <use x=\"360.791016\" xlink:href=\"#DejaVuSans-110\"/>\n     </g>\n    </g>\n   </g>\n   <g id=\"matplotlib.axis_4\">\n    <g id=\"ytick_4\">\n     <g id=\"line2d_18\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"471.503125\" xlink:href=\"#m7e8c752ba1\" y=\"82.341934\"/>\n      </g>\n     </g>\n     <g id=\"text_24\">\n      <!-- −2 -->\n      <g transform=\"translate(449.760938 86.141153)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-8722\"/>\n       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-50\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_5\">\n     <g id=\"line2d_19\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"471.503125\" xlink:href=\"#m7e8c752ba1\" y=\"52.847008\"/>\n      </g>\n     </g>\n     <g id=\"text_25\">\n      <!-- 0 -->\n      <g transform=\"translate(458.140625 56.646227)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_6\">\n     <g id=\"line2d_20\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"471.503125\" xlink:href=\"#m7e8c752ba1\" y=\"23.352082\"/>\n      </g>\n     </g>\n     <g id=\"text_26\">\n      <!-- 2 -->\n      <g transform=\"translate(458.140625 27.1513)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-50\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"text_27\">\n     <!-- Parameter1 -->\n     <g transform=\"translate(443.68125 84.79375)rotate(-90)scale(0.1 -0.1)\">\n      <use xlink:href=\"#DejaVuSans-80\"/>\n      <use x=\"55.802734\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"117.082031\" xlink:href=\"#DejaVuSans-114\"/>\n      <use x=\"158.195312\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"219.474609\" xlink:href=\"#DejaVuSans-109\"/>\n      <use x=\"316.886719\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"378.410156\" xlink:href=\"#DejaVuSans-116\"/>\n      <use x=\"417.619141\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"479.142578\" xlink:href=\"#DejaVuSans-114\"/>\n      <use x=\"520.255859\" xlink:href=\"#DejaVuSans-49\"/>\n     </g>\n    </g>\n   </g>\n   <g id=\"line2d_21\">\n    <path clip-path=\"url(#p4e5f03773d)\" d=\"M 488.684375 37.928081 \nL 489.028115 37.928081 \nL 489.142694 46.219976 \nL 489.486434 46.219976 \nL 489.601014 42.163143 \nL 489.715594 42.163143 \nL 489.830174 69.790499 \nL 490.059333 69.790499 \nL 490.173913 74.912966 \nL 490.975972 74.912966 \nL 491.090552 61.739852 \nL 492.236351 61.739852 \nL 492.350931 62.986557 \nL 492.46551 45.850706 \nL 492.58009 45.850706 \nL 492.92383 43.9097 \nL 493.15299 43.9097 \nL 493.267569 50.99773 \nL 493.496729 16.996645 \nL 493.725889 16.996645 \nL 493.840469 36.292697 \nL 494.642528 36.292697 \nL 494.757108 79.876798 \nL 495.100847 79.876798 \nL 495.215427 64.601747 \nL 496.704965 64.601747 \nL 496.819545 60.976909 \nL 497.392444 60.976909 \nL 497.507024 64.066303 \nL 497.965344 64.066303 \nL 498.079924 57.801058 \nL 498.767403 57.801058 \nL 498.881983 44.750606 \nL 499.111142 44.750606 \nL 499.225722 53.963194 \nL 500.256941 53.963194 \nL 500.371521 59.345188 \nL 500.94442 59.345188 \nL 501.059 31.995586 \nL 502.548538 31.995586 \nL 502.663118 33.590556 \nL 502.777698 47.356392 \nL 504.038076 47.356392 \nL 504.152656 54.697807 \nL 504.267236 54.697807 \nL 504.381816 57.82914 \nL 504.496396 39.523329 \nL 504.610976 39.523329 \nL 504.725555 28.823773 \nL 505.298455 28.823773 \nL 505.413035 60.97575 \nL 505.527614 60.97575 \nL 505.642194 57.469129 \nL 505.756774 60.342453 \nL 507.360892 60.342453 \nL 507.475472 73.400742 \nL 507.590052 41.930035 \nL 507.704632 58.432837 \nL 507.819212 58.432837 \nL 507.933791 30.785458 \nL 508.048371 63.490639 \nL 508.162951 63.490639 \nL 508.277531 55.285315 \nL 508.392111 55.285315 \nL 508.506691 74.621781 \nL 508.73585 74.621781 \nL 508.85043 73.724572 \nL 509.881649 73.724572 \nL 509.996229 39.07438 \nL 511.600347 39.07438 \nL 511.714927 66.783106 \nL 512.402406 66.783106 \nL 512.516986 54.092129 \nL 512.975305 54.092129 \nL 513.089885 79.084947 \nL 514.464843 79.084947 \nL 514.579423 68.923415 \nL 516.068962 68.923415 \nL 516.183541 62.915017 \nL 516.9856 62.915017 \nL 517.10018 46.441869 \nL 517.44392 46.441869 \nL 517.5585 31.287759 \nL 517.67308 73.081137 \nL 519.048038 73.081137 \nL 519.162618 61.512076 \nL 519.964677 61.512076 \nL 520.193836 47.919623 \nL 520.308416 47.919623 \nL 520.422996 59.994661 \nL 520.537576 40.05397 \nL 520.881316 40.05397 \nL 520.995896 45.891093 \nL 521.454215 45.891093 \nL 521.568795 48.703864 \nL 521.683375 57.296832 \nL 521.797955 57.296832 \nL 522.027114 37.918302 \nL 522.141694 41.13196 \nL 523.058333 41.13196 \nL 523.516652 13.749527 \nL 523.860392 13.749527 \nL 523.974972 50.510942 \nL 524.089552 50.510942 \nL 524.204132 43.5396 \nL 524.777031 43.5396 \nL 524.891611 34.593826 \nL 525.46451 34.593826 \nL 525.57909 28.384087 \nL 525.69367 28.384087 \nL 525.922829 70.846621 \nL 526.381149 70.846621 \nL 526.495729 28.451021 \nL 526.839468 28.451021 \nL 526.954048 21.201766 \nL 527.068628 21.201766 \nL 527.183208 25.188173 \nL 527.297788 60.500041 \nL 527.641527 60.500041 \nL 527.870687 91.866115 \nL 527.985267 61.8264 \nL 528.443586 61.8264 \nL 528.558166 60.292345 \nL 528.672746 64.256797 \nL 529.818545 64.256797 \nL 529.933125 31.402232 \nL 530.047704 79.616185 \nL 531.308083 79.616185 \nL 531.422663 44.910437 \nL 531.766402 44.910437 \nL 531.880982 49.412374 \nL 532.339302 49.412374 \nL 532.453882 65.152663 \nL 534.058 65.152663 \nL 534.172579 55.807152 \nL 534.287159 21.509397 \nL 534.860059 21.509397 \nL 534.974638 78.884665 \nL 535.089218 75.583976 \nL 536.005857 75.583976 \nL 536.120437 42.84045 \nL 538.068295 42.84045 \nL 538.182874 45.072693 \nL 538.412034 45.072693 \nL 538.526614 66.282212 \nL 539.557833 66.282212 \nL 539.672413 69.521339 \nL 540.474472 69.521339 \nL 540.589052 47.969963 \nL 540.703631 75.255564 \nL 541.047371 75.255564 \nL 541.161951 47.733245 \nL 541.276531 57.681728 \nL 541.62027 57.681728 \nL 541.73485 46.194271 \nL 541.96401 46.194271 \nL 542.07859 39.931833 \nL 542.19317 52.642945 \nL 543.224388 52.642945 \nL 543.453548 27.504861 \nL 543.682708 27.504861 \nL 543.797288 20.524579 \nL 544.255607 20.524579 \nL 544.370187 80.229879 \nL 544.713927 80.229879 \nL 544.828506 76.461264 \nL 545.057666 76.461264 \nL 545.172246 40.903054 \nL 545.401406 40.903054 \nL 545.515986 67.766153 \nL 545.630565 67.766153 \nL 545.745145 35.436366 \nL 546.890944 35.436366 \nL 547.005524 72.565018 \nL 547.120104 67.735888 \nL 547.349263 67.735888 \nL 547.463843 64.17839 \nL 548.036742 64.17839 \nL 548.151322 71.490184 \nL 548.265902 36.328593 \nL 549.182541 36.328593 \nL 549.297121 45.344536 \nL 551.015819 45.344536 \nL 551.130399 40.033965 \nL 551.817878 40.033965 \nL 552.047038 61.288998 \nL 552.276197 61.288998 \nL 552.390777 28.544637 \nL 553.192836 28.544637 \nL 553.307416 34.342461 \nL 553.421996 34.342461 \nL 553.651156 35.831715 \nL 553.765735 29.702908 \nL 553.994895 29.702908 \nL 554.224055 53.662893 \nL 554.338635 53.662893 \nL 554.567794 53.295361 \nL 556.744812 53.295361 \nL 556.859392 39.994008 \nL 557.088551 39.994008 \nL 557.203131 57.576952 \nL 557.89061 57.576952 \nL 558.00519 49.638374 \nL 558.57809 49.638374 \nL 558.692669 54.021597 \nL 558.807249 54.021597 \nL 559.150989 38.152493 \nL 559.265569 67.348949 \nL 559.494728 67.348949 \nL 559.609308 67.851724 \nL 559.953048 67.851724 \nL 560.067628 50.769851 \nL 560.296787 55.817121 \nL 561.442586 55.817121 \nL 561.557166 22.500395 \nL 561.786326 47.792597 \nL 561.900906 47.792597 \nL 562.015485 58.215769 \nL 562.702965 58.215769 \nL 562.817544 63.423117 \nL 562.932124 63.423117 \nL 563.046704 45.266424 \nL 563.161284 45.266424 \nL 563.275864 71.351999 \nL 563.963343 71.351999 \nL 564.077923 102.836316 \nL 564.536242 102.836316 \nL 564.650822 104 \nL 564.765402 42.85562 \nL 564.879982 42.85562 \nL 564.994562 77.806817 \nL 565.109142 77.806817 \nL 565.223721 41.987368 \nL 565.452881 41.987368 \nL 565.567461 41.043587 \nL 565.682041 60.42928 \nL 566.14036 60.42928 \nL 566.25494 70.349139 \nL 566.36952 70.349139 \nL 566.4841 61.5147 \nL 568.775697 61.5147 \nL 569.004857 80.689257 \nL 569.234017 80.689257 \nL 569.348596 62.671152 \nL 569.463176 62.671152 \nL 569.577756 7.2 \nL 569.692336 72.456372 \nL 569.806916 72.456372 \nL 569.921496 57.823184 \nL 570.036076 57.823184 \nL 570.150655 92.615811 \nL 570.379815 92.615811 \nL 570.494395 30.698505 \nL 570.608975 38.645056 \nL 571.640194 38.645056 \nL 571.754773 43.366147 \nL 572.671412 43.366147 \nL 572.785992 56.587156 \nL 573.358892 56.587156 \nL 573.473471 73.180454 \nL 573.588051 73.180454 \nL 573.702631 49.119341 \nL 573.931791 49.119341 \nL 574.046371 28.145923 \nL 574.160951 28.145923 \nL 574.27553 31.795476 \nL 574.39011 70.4686 \nL 574.50469 46.559869 \nL 575.306749 46.559869 \nL 575.421329 73.600859 \nL 575.535909 45.715438 \nL 577.598346 45.715438 \nL 577.712926 54.808289 \nL 577.827506 54.808289 \nL 577.942086 67.870263 \nL 578.285825 67.870263 \nL 578.400405 51.740596 \nL 578.744145 51.740596 \nL 578.858725 50.984327 \nL 579.317044 50.984327 \nL 579.431624 37.78656 \nL 579.889944 37.78656 \nL 580.004523 43.068323 \nL 580.119103 36.498436 \nL 580.348263 36.498436 \nL 580.462843 36.690475 \nL 580.577423 58.484671 \nL 583.327339 58.484671 \nL 583.441919 54.998258 \nL 583.671079 54.998258 \nL 583.785659 51.051945 \nL 583.900239 51.051945 \nL 584.014818 47.598396 \nL 584.243978 47.598396 \nL 584.358558 52.759452 \nL 585.275197 52.759452 \nL 585.389777 53.379566 \nL 585.504357 38.67393 \nL 585.733516 38.67393 \nL 585.848096 36.955634 \nL 585.962676 39.220578 \nL 586.420996 39.220578 \nL 586.535575 45.020302 \nL 586.650155 45.020302 \nL 586.764735 46.498146 \nL 588.139693 46.498146 \nL 588.254273 34.30805 \nL 588.483433 34.30805 \nL 588.598013 94.256704 \nL 588.712593 94.256704 \nL 588.827173 94.792768 \nL 589.056332 94.792768 \nL 589.170912 96.168041 \nL 589.285492 36.255488 \nL 589.629232 36.255488 \nL 589.858391 57.36336 \nL 591.23335 57.36336 \nL 591.34793 59.326211 \nL 591.577089 59.326211 \nL 591.691669 61.92425 \nL 591.806249 61.92425 \nL 591.920829 50.931908 \nL 592.264568 50.931908 \nL 592.379148 50.446277 \nL 592.608308 50.446277 \nL 592.722888 65.365696 \nL 592.837468 65.365696 \nL 592.952048 50.678723 \nL 593.754107 50.678723 \nL 593.868686 63.718299 \nL 594.097846 53.482177 \nL 594.441586 53.482177 \nL 594.556166 67.294272 \nL 594.670745 48.196627 \nL 595.129065 48.196627 \nL 595.243645 62.583387 \nL 596.847763 62.583387 \nL 596.962343 74.443479 \nL 597.076923 74.443479 \nL 597.191502 49.940067 \nL 597.420662 49.940067 \nL 597.535242 56.485074 \nL 597.649822 56.485074 \nL 597.764402 65.108342 \nL 597.993561 65.108342 \nL 598.108141 67.86224 \nL 599.4831 67.86224 \nL 599.597679 44.034566 \nL 599.712259 44.034566 \nL 599.826839 60.405769 \nL 600.170579 60.405769 \nL 600.285159 49.166826 \nL 600.628898 49.166826 \nL 600.743478 41.869472 \nL 600.858058 41.869472 \nL 600.972638 30.779115 \nL 601.087218 30.779115 \nL 601.201797 36.44198 \nL 601.316377 36.44198 \nL 601.430957 33.829519 \nL 601.545537 38.160869 \nL 601.660117 38.160869 \nL 601.774697 36.467014 \nL 601.889277 36.467014 \nL 602.003856 30.640297 \nL 602.118436 33.834889 \nL 603.607975 33.834889 \nL 603.722554 30.339588 \nL 604.295454 30.339588 \nL 604.410034 63.584108 \nL 604.639193 63.584108 \nL 604.753773 79.715055 \nL 604.868353 41.0587 \nL 604.982933 41.0587 \nL 605.097513 73.5806 \nL 605.212093 73.5806 \nL 605.326672 65.370849 \nL 605.784992 65.370849 \nL 605.899572 63.304342 \nL 606.128731 63.304342 \nL 606.243311 73.167239 \nL 606.93079 73.167239 \nL 607.04537 42.577163 \nL 607.15995 90.105526 \nL 607.27453 60.367923 \nL 608.191169 60.367923 \nL 608.305749 49.110561 \nL 608.420329 49.110561 \nL 608.534909 65.048231 \nL 608.649488 65.048231 \nL 608.764068 81.697965 \nL 608.878648 42.325932 \nL 608.993228 42.325932 \nL 609.222388 84.622502 \nL 609.336968 37.572751 \nL 609.909867 37.572751 \nL 610.024447 64.414414 \nL 610.253606 64.414414 \nL 610.368186 43.798741 \nL 610.482766 72.280414 \nL 610.597346 70.471188 \nL 611.743145 70.471188 \nL 611.972304 44.789827 \nL 613.232683 44.789827 \nL 613.347263 34.037729 \nL 613.576422 34.037729 \nL 613.691002 58.860353 \nL 614.149322 58.860353 \nL 614.263902 57.72341 \nL 614.378481 57.72341 \nL 614.493061 71.493086 \nL 614.607641 56.571914 \nL 615.18054 56.571914 \nL 615.29512 55.797391 \nL 615.52428 55.797391 \nL 615.63886 47.96712 \nL 615.75344 73.993188 \nL 615.86802 57.505896 \nL 615.982599 57.505896 \nL 616.097179 61.254292 \nL 616.899238 61.254292 \nL 617.013818 80.311615 \nL 617.815877 80.311615 \nL 617.930457 90.617333 \nL 618.045037 90.617333 \nL 618.159617 65.391738 \nL 619.763735 65.391738 \nL 619.878315 51.702924 \nL 620.680374 51.702924 \nL 620.794954 60.565413 \nL 621.024113 60.565413 \nL 621.138693 62.178616 \nL 622.284492 62.178616 \nL 622.399072 52.977217 \nL 623.54487 52.977217 \nL 623.65945 33.48842 \nL 623.77403 60.539131 \nL 624.117769 60.539131 \nL 624.232349 55.479527 \nL 624.805249 55.479527 \nL 625.148988 41.951965 \nL 625.263568 50.103554 \nL 625.721888 50.103554 \nL 625.836467 64.189577 \nL 626.753106 64.189577 \nL 626.867686 70.914372 \nL 627.555165 70.914372 \nL 627.669745 61.022535 \nL 628.128065 61.022535 \nL 628.242644 58.212959 \nL 628.357224 27.957045 \nL 628.471804 27.957045 \nL 628.586384 23.069671 \nL 629.617603 23.069671 \nL 629.732183 84.737667 \nL 629.846762 36.707448 \nL 630.075922 36.707448 \nL 630.419662 27.568867 \nL 630.534242 27.568867 \nL 630.648821 44.693699 \nL 631.221721 44.693699 \nL 631.336301 44.515234 \nL 631.450881 30.254055 \nL 631.79462 30.254055 \nL 631.9092 44.78508 \nL 632.02378 37.454486 \nL 632.13836 43.005563 \nL 632.367519 43.005563 \nL 632.482099 54.895495 \nL 632.596679 52.767906 \nL 633.054999 52.767906 \nL 633.284158 53.060984 \nL 635.461176 53.060984 \nL 635.575755 70.500597 \nL 635.804915 70.500597 \nL 635.919495 53.010004 \nL 636.377814 53.010004 \nL 636.492394 41.910642 \nL 638.211092 41.910642 \nL 638.325672 49.056668 \nL 638.440252 49.056668 \nL 638.554832 44.798393 \nL 639.586051 44.798393 \nL 639.70063 38.604439 \nL 639.81521 40.841683 \nL 639.92979 54.918865 \nL 640.38811 54.918865 \nL 640.617269 31.963213 \nL 640.731849 64.180298 \nL 641.533908 64.180298 \nL 641.648488 49.224445 \nL 643.023446 49.224445 \nL 643.252606 38.686643 \nL 643.367186 38.686643 \nL 643.481766 79.648349 \nL 643.596346 73.350036 \nL 643.940085 73.350036 \nL 644.054665 69.715443 \nL 644.971304 69.715443 \nL 645.085884 62.660193 \nL 645.200464 41.979223 \nL 645.315044 45.846787 \nL 646.002523 45.846787 \nL 646.117103 53.591858 \nL 647.377481 53.591858 \nL 647.492061 55.911563 \nL 647.606641 44.162432 \nL 648.4087 44.162432 \nL 648.52328 39.670251 \nL 648.637859 65.094934 \nL 648.867019 65.094934 \nL 648.981599 55.846718 \nL 649.210759 55.846718 \nL 649.325339 48.634936 \nL 649.439919 62.848644 \nL 649.554498 62.848644 \nL 649.669078 43.866896 \nL 649.783658 43.866896 \nL 649.898238 62.438741 \nL 650.241978 62.438741 \nL 650.356557 54.102757 \nL 651.502356 54.102757 \nL 651.616936 60.503534 \nL 651.960675 60.503534 \nL 652.075255 57.223764 \nL 653.106474 57.223764 \nL 653.221054 68.330236 \nL 653.908533 68.330236 \nL 654.023113 30.537915 \nL 654.366852 30.537915 \nL 654.481432 27.622657 \nL 654.596012 27.622657 \nL 654.825172 62.617457 \nL 655.741811 62.617457 \nL 655.856391 78.73723 \nL 655.970971 78.73723 \nL 656.08555 63.454019 \nL 656.31471 63.454019 \nL 656.42929 33.969101 \nL 656.887609 33.969101 \nL 657.002189 32.15685 \nL 657.345929 32.15685 \nL 657.575089 32.447832 \nL 658.377148 32.447832 \nL 658.491727 22.824108 \nL 658.950047 22.824108 \nL 659.064627 21.869095 \nL 659.293786 84.598501 \nL 659.637526 84.598501 \nL 659.866686 31.962732 \nL 659.981266 31.962732 \nL 660.095845 54.930031 \nL 660.554165 54.930031 \nL 660.668745 50.977251 \nL 660.897905 50.977251 \nL 661.012484 79.809517 \nL 661.356224 79.809517 \nL 661.470804 15.563642 \nL 661.929123 15.563642 \nL 662.043703 38.994347 \nL 662.387443 38.994347 \nL 662.502023 47.741962 \nL 663.304082 47.741962 \nL 663.418661 59.35081 \nL 663.647821 59.35081 \nL 663.762401 40.41758 \nL 664.106141 40.41758 \nL 664.22072 56.84608 \nL 664.3353 39.084291 \nL 664.44988 48.610558 \nL 664.56446 48.610558 \nL 664.67904 38.733816 \nL 664.79362 67.608269 \nL 665.595679 67.608269 \nL 665.710259 52.413738 \nL 666.741477 52.413738 \nL 666.856057 58.896505 \nL 668.918495 58.896505 \nL 669.033075 59.271852 \nL 669.147654 68.420588 \nL 669.376814 68.420588 \nL 669.491394 70.46045 \nL 669.605974 70.46045 \nL 669.720554 75.496111 \nL 669.835134 75.496111 \nL 669.949713 60.815213 \nL 670.064293 60.815213 \nL 670.178873 66.36335 \nL 670.408033 66.36335 \nL 670.522613 59.966111 \nL 670.637193 72.91537 \nL 671.324672 72.91537 \nL 671.439252 50.396157 \nL 671.553831 50.396157 \nL 671.668411 44.679735 \nL 672.012151 44.679735 \nL 672.126731 52.840186 \nL 673.501689 52.840186 \nL 673.616269 82.146167 \nL 674.303748 82.146167 \nL 674.418328 63.87249 \nL 674.762068 63.87249 \nL 674.876647 60.509411 \nL 675.678706 60.509411 \nL 675.793286 57.810054 \nL 677.970304 57.810054 \nL 678.084884 37.470794 \nL 679.918161 37.470794 \nL 680.032741 33.777669 \nL 680.147321 33.777669 \nL 680.261901 37.31964 \nL 680.72022 37.31964 \nL 680.8348 18.77692 \nL 680.94938 29.524936 \nL 681.06396 29.524936 \nL 681.17854 64.358065 \nL 681.636859 64.358065 \nL 681.751439 51.212511 \nL 681.866019 51.212511 \nL 681.980599 58.907881 \nL 682.095179 44.287272 \nL 682.209758 44.287272 \nL 682.438918 16.735624 \nL 682.668078 16.735624 \nL 682.782658 21.944291 \nL 682.897238 64.545592 \nL 683.126397 64.545592 \nL 683.240977 54.387661 \nL 683.699297 54.387661 \nL 683.813877 60.167856 \nL 684.272196 60.167856 \nL 684.386776 39.20119 \nL 684.615936 39.20119 \nL 684.730515 79.362145 \nL 684.845095 79.362145 \nL 684.959675 50.42915 \nL 685.188835 50.42915 \nL 685.303415 28.289877 \nL 685.417995 28.289877 \nL 685.532574 48.583292 \nL 685.647154 40.395243 \nL 685.761734 40.395243 \nL 685.876314 71.196037 \nL 685.990894 71.196037 \nL 686.105474 51.576705 \nL 686.334633 51.576705 \nL 686.449213 55.899665 \nL 686.563793 52.627489 \nL 686.678373 23.940477 \nL 686.907533 23.940477 \nL 687.022113 66.604099 \nL 687.136692 66.604099 \nL 687.251272 79.810027 \nL 688.282491 79.810027 \nL 688.511651 60.964977 \nL 688.626231 60.964977 \nL 688.74081 35.85732 \nL 689.42829 35.85732 \nL 689.542869 72.16934 \nL 689.886609 72.16934 \nL 690.001189 54.131539 \nL 690.115769 54.131539 \nL 690.230349 71.994284 \nL 690.344929 34.623284 \nL 690.459508 35.930241 \nL 691.032408 35.930241 \nL 691.146988 37.254091 \nL 691.261567 25.720799 \nL 691.376147 25.720799 \nL 691.490727 46.569205 \nL 691.949047 46.569205 \nL 692.063626 70.516478 \nL 692.292786 70.516478 \nL 692.407366 41.289486 \nL 692.521946 72.368391 \nL 692.636526 72.368391 \nL 692.751106 50.916006 \nL 693.094845 50.916006 \nL 693.209425 56.654208 \nL 696.761401 56.654208 \nL 696.875981 49.435314 \nL 697.21972 49.435314 \nL 697.3343 35.05026 \nL 698.250939 35.05026 \nL 698.365519 58.925024 \nL 699.855057 58.925024 \nL 699.969637 58.145931 \nL 700.084217 56.53004 \nL 701.230015 56.53004 \nL 701.459175 66.621609 \nL 701.573755 66.621609 \nL 701.802915 67.025797 \nL 702.032074 67.025797 \nL 702.146654 52.919809 \nL 702.490394 52.919809 \nL 702.604974 35.74149 \nL 703.521612 35.74149 \nL 703.636192 32.826146 \nL 703.979932 32.826146 \nL 704.094512 69.280879 \nL 704.552831 69.280879 \nL 704.667411 31.745645 \nL 704.781991 31.745645 \nL 704.896571 62.493179 \nL 705.011151 27.311822 \nL 706.500689 27.311822 \nL 706.615269 65.794248 \nL 706.959008 65.794248 \nL 707.073588 37.44628 \nL 707.302748 37.44628 \nL 707.417328 16.693063 \nL 707.990227 16.693063 \nL 708.104807 19.58665 \nL 708.219387 52.151937 \nL 709.365185 52.151937 \nL 709.479765 31.445941 \nL 710.052664 31.445941 \nL 710.167244 18.850135 \nL 710.281824 18.850135 \nL 710.396404 17.385764 \nL 710.510984 23.068905 \nL 711.198463 23.068905 \nL 711.313043 37.924316 \nL 711.427623 76.171564 \nL 711.542203 75.521082 \nL 712.000522 75.521082 \nL 712.115102 40.936222 \nL 715.667078 40.936222 \nL 715.781657 37.595773 \nL 715.896237 37.595773 \nL 716.010817 39.673712 \nL 716.239977 39.673712 \nL 716.354557 58.822865 \nL 717.042036 58.822865 \nL 717.156616 47.461059 \nL 717.958675 47.461059 \nL 718.073255 67.604546 \nL 718.187834 67.604546 \nL 718.302414 72.354743 \nL 718.416994 72.354743 \nL 718.531574 79.569944 \nL 718.646154 79.569944 \nL 718.760734 43.101554 \nL 719.219053 43.101554 \nL 719.333633 55.38839 \nL 719.562793 55.38839 \nL 719.677373 70.917637 \nL 719.906532 70.917637 \nL 720.021112 69.93226 \nL 720.135692 30.454433 \nL 720.364852 30.454433 \nL 720.479432 59.748552 \nL 720.708591 46.208143 \nL 720.823171 46.208143 \nL 720.937751 81.409242 \nL 721.396071 81.409242 \nL 721.51065 56.794648 \nL 722.771029 56.794648 \nL 722.885609 50.048545 \nL 724.031407 50.048545 \nL 724.145987 58.832167 \nL 725.750105 58.832167 \nL 725.864685 41.433084 \nL 726.323005 41.433084 \nL 726.437584 59.93318 \nL 726.666744 59.93318 \nL 726.781324 37.374284 \nL 727.125064 37.374284 \nL 727.354223 67.191839 \nL 727.468803 67.191839 \nL 727.583383 51.485946 \nL 728.156282 51.485946 \nL 728.270862 36.086206 \nL 728.385442 36.086206 \nL 728.500022 65.006064 \nL 728.729182 65.006064 \nL 728.843761 53.187773 \nL 729.302081 53.187773 \nL 729.416661 61.983148 \nL 729.64582 61.983148 \nL 729.7604 58.044231 \nL 730.10414 58.044231 \nL 730.21872 42.418374 \nL 730.791619 42.418374 \nL 730.906199 50.735443 \nL 731.822838 50.735443 \nL 731.937418 57.321047 \nL 732.281157 57.321047 \nL 732.395737 50.360538 \nL 732.854057 50.360538 \nL 732.968636 39.959199 \nL 733.197796 39.959199 \nL 733.312376 40.780319 \nL 733.885275 40.780319 \nL 733.999855 25.461778 \nL 734.114435 34.37858 \nL 735.031074 34.37858 \nL 735.145654 63.522046 \nL 735.374813 63.522046 \nL 735.489393 48.53713 \nL 735.833133 48.53713 \nL 735.947713 58.032375 \nL 736.176872 58.032375 \nL 736.291452 33.889299 \nL 736.406032 33.889299 \nL 736.520612 51.756795 \nL 737.551831 51.756795 \nL 737.666411 36.167609 \nL 737.780991 36.167609 \nL 737.89557 43.929419 \nL 738.697629 43.929419 \nL 738.812209 51.816097 \nL 738.926789 47.617669 \nL 739.728848 47.617669 \nL 739.843428 29.937606 \nL 740.187168 29.937606 \nL 740.301747 36.659543 \nL 740.645487 36.659543 \nL 740.760067 32.053687 \nL 740.874647 73.20648 \nL 741.332966 73.20648 \nL 741.447546 66.617316 \nL 741.562126 95.640277 \nL 741.791286 34.519594 \nL 741.905865 34.519594 \nL 742.135025 34.660883 \nL 742.249605 34.660883 \nL 742.364185 26.610962 \nL 742.478765 26.610962 \nL 742.593345 45.44891 \nL 743.395404 45.44891 \nL 743.739143 59.526106 \nL 743.968303 59.526106 \nL 744.082883 54.827974 \nL 745.916161 54.827974 \nL 746.03074 57.839405 \nL 746.14532 51.398796 \nL 746.60364 51.398796 \nL 746.71822 41.750323 \nL 748.322338 41.750323 \nL 748.436918 54.751131 \nL 748.551497 51.134847 \nL 749.009817 51.134847 \nL 749.238977 49.11686 \nL 749.353556 49.11686 \nL 749.468136 38.967224 \nL 749.582716 38.967224 \nL 749.697296 73.919856 \nL 750.613935 73.919856 \nL 750.728515 26.971378 \nL 750.843095 35.25693 \nL 751.759733 35.25693 \nL 751.874313 39.936681 \nL 752.103473 39.936681 \nL 752.218053 70.08248 \nL 752.561792 70.08248 \nL 752.676372 48.304822 \nL 753.134692 48.304822 \nL 753.249272 51.660237 \nL 753.707591 51.660237 \nL 753.822171 57.277351 \nL 754.165911 57.277351 \nL 754.28049 41.965538 \nL 754.62423 41.965538 \nL 754.73881 18.867476 \nL 754.85339 48.965124 \nL 754.96797 48.965124 \nL 755.082549 58.271484 \nL 755.655449 58.271484 \nL 755.770029 59.802586 \nL 755.884608 51.64128 \nL 756.801247 51.64128 \nL 756.915827 63.606412 \nL 757.374147 63.606412 \nL 757.488726 35.608144 \nL 757.603306 35.608144 \nL 757.717886 50.627205 \nL 757.947046 50.627205 \nL 758.061626 69.707036 \nL 758.290785 38.742127 \nL 758.405365 54.448787 \nL 759.207424 54.448787 \nL 759.322004 61.360121 \nL 759.780324 61.360121 \nL 759.894904 77.43909 \nL 760.124063 21.320578 \nL 760.467803 21.320578 \nL 760.582383 42.936143 \nL 760.926122 42.936143 \nL 761.040702 50.053309 \nL 761.269862 50.053309 \nL 761.384442 71.080781 \nL 761.728181 71.080781 \nL 761.842761 45.956928 \nL 762.53024 45.956928 \nL 762.64482 23.55543 \nL 762.87398 23.55543 \nL 762.98856 40.170955 \nL 764.821837 40.170955 \nL 764.936417 37.067686 \nL 765.738476 37.067686 \nL 765.853056 52.538413 \nL 767.800914 52.538413 \nL 767.915494 61.101796 \nL 768.259233 61.101796 \nL 768.373813 41.138123 \nL 768.488393 41.138123 \nL 768.602973 46.91796 \nL 769.290452 46.91796 \nL 769.405032 61.00989 \nL 769.519612 61.00989 \nL 769.634192 63.377602 \nL 769.748771 63.377602 \nL 769.863351 69.958716 \nL 770.207091 69.958716 \nL 770.321671 82.502546 \nL 770.55083 82.502546 \nL 770.66541 73.873679 \nL 770.77999 73.873679 \nL 770.89457 59.305508 \nL 771.00915 65.605217 \nL 771.12373 65.605217 \nL 771.23831 68.136963 \nL 771.35289 52.774674 \nL 771.467469 21.504441 \nL 771.582049 21.504441 \nL 771.925789 36.206215 \nL 772.040369 27.388122 \nL 772.269528 27.388122 \nL 772.384108 39.637629 \nL 772.613268 39.637629 \nL 772.727848 77.635415 \nL 773.300747 77.635415 \nL 773.415327 53.987729 \nL 773.644487 53.987729 \nL 773.759067 73.869113 \nL 773.873646 49.69073 \nL 774.102806 49.69073 \nL 774.217386 60.905071 \nL 775.134025 60.905071 \nL 775.248605 35.243729 \nL 775.477764 57.355396 \nL 775.821504 57.355396 \nL 775.936084 63.249543 \nL 776.050664 81.190247 \nL 776.623563 81.190247 \nL 776.852723 81.530793 \nL 776.967303 64.195275 \nL 777.311042 64.195275 \nL 777.425622 67.533077 \nL 777.540202 56.571519 \nL 777.654782 56.571519 \nL 777.769362 53.895906 \nL 777.883942 53.895906 \nL 777.998521 42.058124 \nL 778.113101 73.937235 \nL 778.342261 73.937235 \nL 778.571421 60.209441 \nL 779.14432 60.209441 \nL 779.2589 36.109 \nL 780.290119 36.109 \nL 780.404698 42.740013 \nL 780.519278 34.738105 \nL 780.863018 34.738105 \nL 780.977598 59.870293 \nL 781.894237 59.870293 \nL 782.008816 50.705351 \nL 782.810876 50.705351 \nL 782.925455 50.014897 \nL 784.529573 50.014897 \nL 784.644153 64.184685 \nL 784.758733 52.133675 \nL 784.987893 52.133675 \nL 785.102473 67.161875 \nL 785.331632 67.161875 \nL 785.446212 47.94876 \nL 785.560792 66.595729 \nL 785.675372 62.612668 \nL 786.592011 62.612668 \nL 786.821171 44.506734 \nL 787.05033 44.506734 \nL 787.16491 54.367225 \nL 787.27949 54.367225 \nL 787.39407 66.878324 \nL 787.737809 66.878324 \nL 787.852389 70.276316 \nL 787.966969 52.362847 \nL 788.196129 52.362847 \nL 788.310709 36.797706 \nL 788.769028 36.797706 \nL 788.883608 82.077089 \nL 788.998188 82.077089 \nL 789.112768 46.397959 \nL 789.571087 46.397959 \nL 789.685667 44.027338 \nL 789.914827 44.027338 \nL 790.029407 42.653901 \nL 790.716886 42.653901 \nL 790.831466 53.995071 \nL 791.289785 53.995071 \nL 791.404365 61.30128 \nL 791.518945 61.30128 \nL 791.633525 49.129323 \nL 791.748105 71.420099 \nL 791.862684 40.910022 \nL 792.206424 40.910022 \nL 792.321004 48.447781 \nL 793.008483 48.447781 \nL 793.123063 57.175068 \nL 794.383441 57.175068 \nL 794.498021 55.503086 \nL 794.841761 55.503086 \nL 794.956341 51.758 \nL 795.64382 51.758 \nL 795.7584 38.355705 \nL 795.987559 38.355705 \nL 796.102139 56.394927 \nL 796.216719 51.688978 \nL 796.445879 51.688978 \nL 796.560459 39.02297 \nL 797.018778 39.02297 \nL 797.247938 48.292175 \nL 798.508316 48.292175 \nL 798.622896 52.379498 \nL 798.737476 30.511903 \nL 799.195795 30.511903 \nL 799.310375 35.310324 \nL 799.883275 35.310324 \nL 799.997854 52.819436 \nL 800.914493 52.819436 \nL 801.143653 30.181367 \nL 801.258233 30.181367 \nL 801.372813 50.900332 \nL 801.945712 50.900332 \nL 802.060292 36.648792 \nL 802.289452 56.525856 \nL 802.976931 56.525856 \nL 803.091511 60.953779 \nL 803.43525 60.953779 \nL 803.54983 42.781112 \nL 804.00815 42.781112 \nL 804.122729 62.501067 \nL 804.466469 62.501067 \nL 804.581049 47.338578 \nL 804.695629 47.338578 \nL 804.810209 34.40033 \nL 805.497688 34.40033 \nL 805.612268 51.655937 \nL 805.841427 51.655937 \nL 805.956007 70.05672 \nL 806.414327 70.05672 \nL 806.528907 78.832929 \nL 806.987226 78.832929 \nL 807.101806 69.572251 \nL 807.330966 69.572251 \nL 807.560125 69.258092 \nL 807.903865 69.258092 \nL 808.018445 42.729518 \nL 809.049663 42.729518 \nL 809.164243 54.293517 \nL 809.507983 54.293517 \nL 809.622563 58.93533 \nL 811.45584 58.93533 \nL 811.57042 30.840259 \nL 811.685 30.840259 \nL 811.79958 60.075583 \nL 812.601639 60.075583 \nL 812.716219 69.810864 \nL 812.830799 49.501373 \nL 813.289118 49.501373 \nL 813.403698 76.250034 \nL 813.632858 76.250034 \nL 813.862018 63.265573 \nL 813.976597 59.084708 \nL 814.434917 59.084708 \nL 814.549497 50.294175 \nL 814.664077 50.294175 \nL 814.778656 37.764838 \nL 815.122396 37.764838 \nL 815.236976 35.517056 \nL 815.351556 40.849342 \nL 815.809875 40.849342 \nL 815.924455 32.68166 \nL 816.039035 32.68166 \nL 816.153615 48.921154 \nL 816.726514 48.921154 \nL 816.841094 35.061985 \nL 816.955674 60.317694 \nL 817.413993 60.317694 \nL 817.528573 75.102364 \nL 818.216052 75.102364 \nL 818.330632 74.224612 \nL 818.445212 70.510392 \nL 818.903531 70.510392 \nL 819.018111 69.595074 \nL 819.132691 78.635115 \nL 819.361851 78.635115 \nL 819.476431 51.441192 \nL 819.70559 51.441192 \nL 819.82017 15.671806 \nL 819.93475 90.857029 \nL 821.195129 90.857029 \nL 821.309708 36.990352 \nL 821.768028 36.990352 \nL 821.882608 27.14363 \nL 822.111767 27.14363 \nL 822.226347 38.512684 \nL 822.340927 38.512684 \nL 822.455507 49.675171 \nL 823.601306 49.675171 \nL 823.715886 69.116866 \nL 824.174205 69.116866 \nL 824.288785 33.087371 \nL 824.747104 33.087371 \nL 824.976264 32.971932 \nL 825.090844 32.971932 \nL 825.205424 73.679407 \nL 825.320004 73.679407 \nL 825.434583 63.637855 \nL 826.007483 63.637855 \nL 826.122063 80.941964 \nL 826.924122 80.941964 \nL 827.038701 75.340723 \nL 827.267861 75.340723 \nL 827.497021 75.188713 \nL 827.611601 75.188713 \nL 827.84076 65.03266 \nL 828.06992 65.03266 \nL 828.1845 69.738781 \nL 828.29908 69.738781 \nL 828.41366 16.358297 \nL 828.642819 16.358297 \nL 828.757399 59.57581 \nL 829.788618 59.57581 \nL 829.903198 30.097189 \nL 830.246938 30.097189 \nL 830.590677 75.027553 \nL 830.705257 75.027553 \nL 830.819837 74.205115 \nL 830.934417 74.205115 \nL 831.048997 49.776246 \nL 831.851056 49.776246 \nL 831.965635 54.360204 \nL 832.309375 54.360204 \nL 832.309375 54.360204 \n\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-opacity:0.5;stroke-width:1.5;\"/>\n   </g>\n   <g id=\"line2d_22\">\n    <path clip-path=\"url(#p4e5f03773d)\" d=\"M 488.684375 53.829489 \nL 488.798955 80.375088 \nL 488.913535 80.375088 \nL 489.028115 54.812898 \nL 489.142694 65.565608 \nL 489.257274 53.55265 \nL 490.517653 53.55265 \nL 490.632233 83.04186 \nL 491.434292 83.04186 \nL 491.548871 59.933632 \nL 492.121771 59.933632 \nL 492.236351 80.094327 \nL 492.80925 80.094327 \nL 492.92383 53.067013 \nL 493.03841 53.067013 \nL 493.15299 75.329498 \nL 493.382149 75.329498 \nL 493.496729 59.694326 \nL 494.757108 59.694326 \nL 494.871687 63.906547 \nL 496.246646 63.906547 \nL 496.361226 46.323298 \nL 496.475805 46.323298 \nL 496.590385 63.283452 \nL 496.819545 63.283452 \nL 496.934125 35.245575 \nL 497.163285 35.245575 \nL 497.277864 37.086395 \nL 497.392444 45.421369 \nL 497.621604 45.421369 \nL 497.736184 81.629206 \nL 497.850764 81.629206 \nL 497.965344 44.397729 \nL 498.538243 44.397729 \nL 498.652823 72.40009 \nL 498.767403 48.656263 \nL 498.881983 48.656263 \nL 498.996562 63.313485 \nL 499.798621 63.313485 \nL 499.913201 74.590489 \nL 500.371521 74.590489 \nL 500.60068 52.685871 \nL 501.402739 52.685871 \nL 501.517319 81.567712 \nL 501.631899 49.864376 \nL 501.861059 49.864376 \nL 501.975639 42.230017 \nL 502.090219 71.923466 \nL 502.548538 71.923466 \nL 502.663118 67.400242 \nL 503.236017 67.400242 \nL 503.350597 33.293532 \nL 503.465177 33.293532 \nL 503.579757 42.543249 \nL 503.808917 42.543249 \nL 503.923496 82.047442 \nL 504.267236 82.047442 \nL 504.381816 69.954718 \nL 504.725555 69.954718 \nL 504.840135 64.150273 \nL 505.298455 64.150273 \nL 505.413035 64.779076 \nL 505.527614 37.192705 \nL 505.642194 37.192705 \nL 505.756774 41.60282 \nL 505.871354 41.60282 \nL 505.985934 56.029789 \nL 508.048371 56.029789 \nL 508.162951 55.555745 \nL 508.506691 55.555745 \nL 508.621271 69.768324 \nL 509.881649 69.768324 \nL 509.996229 66.693738 \nL 510.683708 66.693738 \nL 510.798288 49.563705 \nL 511.142028 49.563705 \nL 511.256607 42.349646 \nL 511.714927 42.349646 \nL 511.829507 38.609266 \nL 512.058666 38.609266 \nL 512.173246 20.544216 \nL 512.746146 20.544216 \nL 512.860725 39.572951 \nL 513.204465 39.572951 \nL 513.319045 70.375804 \nL 513.433625 70.375804 \nL 513.548205 61.370397 \nL 514.121104 61.370397 \nL 514.235684 69.356302 \nL 514.350264 49.621886 \nL 514.464843 49.621886 \nL 514.579423 59.018207 \nL 515.839802 58.963252 \nL 515.954382 34.56453 \nL 516.527281 34.56453 \nL 516.641861 61.717569 \nL 516.871021 61.717569 \nL 516.9856 77.052399 \nL 518.475139 77.052399 \nL 518.589718 82.170508 \nL 519.277198 82.170508 \nL 519.391777 68.106469 \nL 519.506357 68.106469 \nL 519.620937 75.090738 \nL 519.735517 75.090738 \nL 519.850097 42.090571 \nL 520.193836 42.090571 \nL 520.308416 44.296171 \nL 520.995896 44.296171 \nL 521.110475 28.312469 \nL 521.797955 28.312469 \nL 521.912534 68.49401 \nL 522.141694 69.624252 \nL 522.256274 69.624252 \nL 522.370854 49.349217 \nL 524.204132 49.349217 \nL 524.318711 42.704969 \nL 524.777031 42.704969 \nL 524.891611 62.33643 \nL 526.495729 62.33643 \nL 526.610309 55.841714 \nL 526.839468 55.841714 \nL 526.954048 36.422963 \nL 527.297788 36.422963 \nL 527.412368 36.746026 \nL 527.526948 69.198265 \nL 527.641527 69.81072 \nL 527.756107 65.996841 \nL 528.214427 65.996841 \nL 528.329007 61.960676 \nL 528.558166 61.960676 \nL 528.672746 78.335495 \nL 528.787326 78.335495 \nL 529.016486 21.334015 \nL 529.131066 96.065811 \nL 529.360225 96.065811 \nL 529.474805 64.847597 \nL 529.703965 64.847597 \nL 529.818545 59.887299 \nL 531.422663 59.887299 \nL 531.537243 53.753799 \nL 532.339302 53.753799 \nL 532.453882 43.835516 \nL 534.172579 43.835516 \nL 534.287159 72.954968 \nL 534.516319 72.954968 \nL 534.630899 77.534096 \nL 534.974638 77.534096 \nL 535.089218 34.515108 \nL 535.318378 34.515108 \nL 535.432958 32.032109 \nL 536.005857 32.032109 \nL 536.235017 41.948596 \nL 537.953715 41.948596 \nL 538.068295 71.438323 \nL 538.412034 71.438323 \nL 538.526614 82.741885 \nL 539.099513 82.741885 \nL 539.214093 74.368004 \nL 539.328673 32.159528 \nL 539.443253 32.159528 \nL 539.557833 58.153207 \nL 539.786993 58.153207 \nL 539.901572 41.640068 \nL 540.130732 41.640068 \nL 540.245312 51.350873 \nL 540.359892 23.419483 \nL 540.474472 38.802979 \nL 540.818211 38.802979 \nL 540.932791 63.016694 \nL 541.047371 45.636775 \nL 541.50569 45.636775 \nL 541.62027 57.426358 \nL 541.84943 57.426358 \nL 541.96401 59.19637 \nL 542.07859 59.19637 \nL 542.19317 31.737502 \nL 542.880649 31.737502 \nL 542.995229 30.409609 \nL 543.453548 30.409609 \nL 543.568128 49.371462 \nL 543.682708 49.371462 \nL 543.797288 52.549638 \nL 543.911867 69.638262 \nL 544.026447 69.638262 \nL 544.141027 65.314421 \nL 544.255607 23.904632 \nL 545.286826 23.904632 \nL 545.401406 83.60667 \nL 545.515986 83.60667 \nL 545.630565 61.731371 \nL 545.859725 61.731371 \nL 545.974305 36.700179 \nL 546.318045 36.700179 \nL 546.432624 70.754941 \nL 546.547204 70.754941 \nL 546.661784 69.848073 \nL 547.120104 69.848073 \nL 547.234683 55.157464 \nL 547.349263 55.157464 \nL 547.463843 47.296786 \nL 547.693003 47.296786 \nL 547.807583 87.06205 \nL 548.265902 87.06205 \nL 548.380482 57.903679 \nL 548.609642 57.903679 \nL 548.724222 91.546464 \nL 550.44292 91.546464 \nL 550.557499 78.812112 \nL 551.474138 78.812112 \nL 551.588718 41.013882 \nL 554.109475 41.013882 \nL 554.224055 38.051949 \nL 554.338635 38.051949 \nL 554.453215 66.841983 \nL 555.140694 66.841983 \nL 555.255274 37.784239 \nL 556.744812 37.784239 \nL 556.859392 40.119376 \nL 557.776031 40.119376 \nL 557.89061 51.096382 \nL 558.23435 51.096382 \nL 558.34893 57.957687 \nL 558.46351 82.583573 \nL 558.57809 81.302769 \nL 558.692669 56.508393 \nL 559.494728 56.508393 \nL 559.609308 74.27367 \nL 560.525947 74.27367 \nL 560.640527 49.949904 \nL 560.755107 74.383295 \nL 560.984267 74.383295 \nL 561.098846 42.579132 \nL 561.328006 70.801647 \nL 561.671746 70.801647 \nL 561.786326 36.603216 \nL 562.130065 36.603216 \nL 562.244645 38.089074 \nL 562.817544 38.089074 \nL 562.932124 46.458525 \nL 563.161284 46.458525 \nL 563.390444 65.803812 \nL 563.505024 65.803812 \nL 563.619603 52.369982 \nL 563.963343 52.369982 \nL 564.077923 84.791626 \nL 565.338301 84.791626 \nL 565.452881 56.516865 \nL 565.796621 56.516865 \nL 565.911201 61.18304 \nL 566.02578 33.260647 \nL 566.36952 33.260647 \nL 566.4841 48.37247 \nL 566.59868 48.37247 \nL 566.71326 62.813326 \nL 567.056999 62.813326 \nL 567.171579 44.703887 \nL 567.744478 44.703887 \nL 567.859058 54.719661 \nL 567.973638 54.719661 \nL 568.088218 59.550748 \nL 568.202798 49.317788 \nL 568.546537 49.317788 \nL 568.661117 47.752829 \nL 568.890277 47.752829 \nL 569.004857 35.635358 \nL 569.119437 69.843416 \nL 569.806916 69.843416 \nL 569.921496 58.449014 \nL 570.838135 58.449014 \nL 570.952714 73.202267 \nL 571.754773 73.202267 \nL 571.869353 49.676119 \nL 572.671412 49.676119 \nL 572.785992 22.284045 \nL 572.900572 54.03305 \nL 573.015152 54.03305 \nL 573.129732 64.926936 \nL 573.244312 64.926936 \nL 573.358892 71.251984 \nL 573.473471 71.251984 \nL 573.702631 22.231773 \nL 574.61927 22.231773 \nL 574.73385 48.028088 \nL 574.96301 48.028088 \nL 575.077589 53.707355 \nL 575.192169 53.707355 \nL 575.306749 35.326306 \nL 575.421329 38.519839 \nL 575.535909 68.342154 \nL 575.650489 68.342154 \nL 575.765069 64.197882 \nL 576.108808 64.197882 \nL 576.223388 37.753715 \nL 576.681707 37.753715 \nL 576.796287 56.109419 \nL 577.369187 56.109419 \nL 577.598346 34.260971 \nL 578.056666 34.260971 \nL 578.171246 71.489102 \nL 578.285825 71.489102 \nL 578.400405 74.750782 \nL 578.514985 29.263328 \nL 578.744145 29.263328 \nL 578.858725 52.23251 \nL 579.546204 52.23251 \nL 579.775364 28.265483 \nL 579.889944 65.379656 \nL 580.004523 56.757092 \nL 580.348263 56.757092 \nL 580.462843 49.011182 \nL 581.723221 49.011182 \nL 581.837801 31.103208 \nL 582.4107 31.103208 \nL 582.52528 70.127608 \nL 583.441919 70.127608 \nL 583.671079 36.948882 \nL 583.785659 36.948882 \nL 583.900239 61.943317 \nL 586.077256 61.943317 \nL 586.191836 48.070081 \nL 586.306416 48.070081 \nL 586.420996 18.096625 \nL 586.650155 18.096625 \nL 586.879315 83.639516 \nL 587.108475 83.639516 \nL 587.223055 63.68262 \nL 587.337634 66.639653 \nL 588.254273 66.639653 \nL 588.368853 76.173627 \nL 589.400072 76.173627 \nL 589.514652 86.039773 \nL 589.629232 79.869928 \nL 589.743811 27.616038 \nL 589.972971 60.818962 \nL 590.087551 35.251987 \nL 590.77503 35.251987 \nL 590.88961 42.997016 \nL 591.23335 42.997016 \nL 591.34793 37.989044 \nL 591.577089 37.989044 \nL 591.691669 36.243138 \nL 592.035409 36.243138 \nL 592.149989 69.827589 \nL 592.264568 69.827589 \nL 592.379148 66.632968 \nL 592.493728 66.632968 \nL 592.608308 49.527266 \nL 593.066627 49.527266 \nL 593.181207 54.68083 \nL 593.524947 54.68083 \nL 593.639527 21.410012 \nL 594.097846 21.410012 \nL 594.212426 42.388097 \nL 595.129065 42.388097 \nL 595.243645 44.516779 \nL 595.358225 44.516779 \nL 595.472804 81.335178 \nL 595.816544 81.335178 \nL 595.931124 59.996322 \nL 596.504023 59.996322 \nL 596.618603 55.094735 \nL 597.191502 55.094735 \nL 597.306082 51.880037 \nL 598.451881 51.880037 \nL 598.566461 58.947844 \nL 598.681041 33.080509 \nL 598.79562 53.876315 \nL 599.25394 53.876315 \nL 599.36852 58.331504 \nL 599.4831 28.282733 \nL 599.597679 28.282733 \nL 599.712259 47.084613 \nL 599.826839 24.982631 \nL 599.941419 24.982631 \nL 600.055999 50.025095 \nL 600.285159 50.025095 \nL 600.399738 20.075272 \nL 600.514318 53.712693 \nL 600.628898 46.039899 \nL 601.660117 46.039899 \nL 601.774697 44.735678 \nL 601.889277 44.735678 \nL 602.003856 32.925187 \nL 603.149655 32.925187 \nL 603.264235 58.347383 \nL 603.951714 58.347383 \nL 604.066294 47.006206 \nL 604.180874 47.006206 \nL 604.295454 49.079547 \nL 604.753773 49.079547 \nL 604.868353 46.111626 \nL 604.982933 76.077672 \nL 605.212093 76.077672 \nL 605.326672 76.264953 \nL 605.441252 51.706056 \nL 605.555832 68.60954 \nL 606.014152 68.60954 \nL 606.128731 42.119651 \nL 606.357891 42.119651 \nL 606.472471 47.732272 \nL 606.93079 47.732272 \nL 607.04537 24.482482 \nL 607.38911 24.482482 \nL 607.50369 70.700692 \nL 607.61827 70.700692 \nL 607.732849 48.414309 \nL 608.878648 48.414309 \nL 608.993228 75.78147 \nL 609.107808 75.78147 \nL 609.336968 65.19711 \nL 609.451547 65.19711 \nL 609.566127 70.837068 \nL 609.680707 45.441374 \nL 609.909867 45.441374 \nL 610.024447 60.202941 \nL 610.368186 60.202941 \nL 610.482766 42.372738 \nL 610.597346 42.372738 \nL 610.711926 76.784655 \nL 610.826506 76.784655 \nL 610.941086 97.406606 \nL 611.513985 97.406606 \nL 611.628565 50.831089 \nL 611.972304 50.831089 \nL 612.086884 27.458915 \nL 612.316044 27.458915 \nL 612.430624 50.387279 \nL 613.805582 50.387279 \nL 613.920162 53.238942 \nL 614.836801 53.238942 \nL 614.951381 41.847641 \nL 616.326339 41.847641 \nL 616.440919 49.288155 \nL 616.670079 49.288155 \nL 616.784658 58.949436 \nL 617.472138 58.949436 \nL 617.586717 65.968776 \nL 617.701297 31.499502 \nL 618.732516 31.499502 \nL 618.847096 19.843201 \nL 618.961676 19.843201 \nL 619.076256 48.58191 \nL 619.190835 48.58191 \nL 619.305415 19.981142 \nL 619.992895 19.981142 \nL 620.107474 52.741099 \nL 620.336634 52.741099 \nL 620.451214 40.183373 \nL 620.794954 40.183373 \nL 620.909533 23.957222 \nL 621.024113 26.981276 \nL 621.138693 26.981276 \nL 621.253273 44.184358 \nL 621.940752 44.184358 \nL 622.055332 49.660332 \nL 622.399072 49.660332 \nL 622.513651 28.704979 \nL 622.742811 28.704979 \nL 622.857391 65.895768 \nL 623.086551 65.895768 \nL 623.201131 54.663363 \nL 623.43029 54.663363 \nL 623.54487 59.364985 \nL 625.263568 59.364985 \nL 625.378148 64.009646 \nL 625.607308 63.61663 \nL 626.523947 63.61663 \nL 626.638526 86.560828 \nL 627.096846 86.560828 \nL 627.211426 60.730354 \nL 627.326006 90.722999 \nL 628.128065 90.722999 \nL 628.242644 52.019085 \nL 628.357224 55.833488 \nL 628.471804 38.483334 \nL 628.700964 38.483334 \nL 628.815544 76.117216 \nL 628.930124 76.117216 \nL 629.044703 65.301677 \nL 629.273863 65.301677 \nL 629.388443 57.131711 \nL 629.732183 57.131711 \nL 629.846762 84.284102 \nL 630.305082 84.284102 \nL 630.419662 53.037295 \nL 630.648821 53.037295 \nL 630.763401 94.654409 \nL 630.877981 94.654409 \nL 630.992561 51.494907 \nL 631.56546 51.494907 \nL 631.79462 68.645147 \nL 633.169578 68.645147 \nL 633.284158 66.237914 \nL 633.857058 66.237914 \nL 633.971637 48.886356 \nL 635.002856 48.886356 \nL 635.117436 66.410906 \nL 635.232016 32.562752 \nL 635.919495 32.562752 \nL 636.034075 67.807646 \nL 636.263235 67.807646 \nL 636.606974 51.415983 \nL 636.721554 35.935367 \nL 636.950714 35.935367 \nL 637.065294 24.560066 \nL 637.638193 24.560066 \nL 637.752773 45.872604 \nL 638.096512 45.872604 \nL 638.325672 55.846642 \nL 638.554832 55.846642 \nL 638.669412 72.260108 \nL 639.586051 72.260108 \nL 639.70063 55.207441 \nL 640.502689 55.207441 \nL 640.617269 86.748102 \nL 640.731849 86.748102 \nL 640.846429 53.687756 \nL 641.304748 53.687756 \nL 641.419328 15.696315 \nL 641.533908 15.696315 \nL 641.648488 42.215776 \nL 641.877648 42.215776 \nL 641.992228 73.184508 \nL 643.252606 73.184508 \nL 643.367186 28.64605 \nL 643.481766 28.64605 \nL 643.596346 54.365316 \nL 644.512985 54.365316 \nL 644.627564 52.875048 \nL 644.742144 36.779408 \nL 644.856724 36.779408 \nL 644.971304 71.073407 \nL 645.544203 71.073407 \nL 645.658783 57.774194 \nL 646.002523 57.774194 \nL 646.117103 65.551741 \nL 646.231682 34.457263 \nL 647.148321 34.457263 \nL 647.262901 32.502229 \nL 647.8358 32.502229 \nL 647.95038 42.308027 \nL 648.06496 85.930083 \nL 648.4087 32.081606 \nL 649.325339 32.081606 \nL 649.554498 25.01579 \nL 649.669078 25.01579 \nL 649.783658 57.957448 \nL 650.471137 57.957448 \nL 650.700297 31.787339 \nL 650.814877 31.787339 \nL 650.929457 79.850369 \nL 651.044037 79.850369 \nL 651.158616 28.596419 \nL 651.273196 72.432794 \nL 652.189835 72.432794 \nL 652.304415 57.147187 \nL 652.533575 57.147187 \nL 652.648155 39.355998 \nL 653.335634 39.355998 \nL 653.450214 17.569147 \nL 654.596012 17.569147 \nL 654.710592 32.001711 \nL 655.741811 32.001711 \nL 655.856391 59.975559 \nL 656.31471 59.975559 \nL 656.42929 52.153075 \nL 656.65845 52.153075 \nL 656.77303 32.879137 \nL 658.491727 32.879137 \nL 658.606307 73.883927 \nL 658.835467 73.883927 \nL 658.950047 49.960956 \nL 660.783325 49.960956 \nL 660.897905 40.946977 \nL 661.012484 43.272803 \nL 661.241644 43.272803 \nL 661.356224 79.21192 \nL 661.585384 79.21192 \nL 661.699964 72.342518 \nL 662.158283 72.342518 \nL 662.272863 79.74737 \nL 662.616602 79.74737 \nL 662.731182 53.179714 \nL 662.960342 53.179714 \nL 663.074922 36.261029 \nL 663.418661 36.261029 \nL 663.533241 70.128924 \nL 663.647821 70.128924 \nL 663.762401 32.52377 \nL 663.876981 61.788692 \nL 664.3353 61.788692 \nL 664.44988 53.499186 \nL 664.9082 53.499186 \nL 665.022779 47.300568 \nL 665.137359 65.154551 \nL 665.481099 65.154551 \nL 665.595679 31.09498 \nL 666.626898 31.09498 \nL 666.741477 56.653368 \nL 667.085217 56.653368 \nL 667.199797 60.423212 \nL 667.314377 45.344469 \nL 668.345595 45.344469 \nL 668.460175 57.369471 \nL 668.689335 57.369471 \nL 668.803915 72.319234 \nL 668.918495 72.319234 \nL 669.033075 55.433033 \nL 669.605974 55.433033 \nL 669.720554 48.343664 \nL 670.866352 48.343664 \nL 670.980932 38.644291 \nL 671.324672 38.644291 \nL 671.439252 47.989518 \nL 671.553831 47.989518 \nL 671.897571 38.648958 \nL 672.126731 38.648958 \nL 672.241311 40.068864 \nL 672.355891 67.716398 \nL 672.47047 67.716398 \nL 672.58505 65.237414 \nL 672.81421 65.237414 \nL 672.92879 46.243612 \nL 673.387109 46.243612 \nL 673.501689 45.078503 \nL 673.845429 45.078503 \nL 673.960009 62.036068 \nL 674.074588 56.755883 \nL 675.105807 56.755883 \nL 675.334967 56.609535 \nL 676.366186 56.609535 \nL 676.480765 53.131782 \nL 676.939085 53.131782 \nL 677.053665 52.470469 \nL 677.282824 46.7235 \nL 677.397404 46.7235 \nL 677.511984 53.911824 \nL 678.428623 53.911824 \nL 678.543203 47.524619 \nL 678.886943 47.524619 \nL 679.116102 47.150968 \nL 679.574422 47.150968 \nL 679.689002 32.004119 \nL 679.918161 32.004119 \nL 680.261901 75.739479 \nL 680.376481 75.739479 \nL 680.491061 36.681145 \nL 680.60564 46.307148 \nL 681.17854 46.307148 \nL 681.29312 67.57666 \nL 681.407699 44.905439 \nL 681.636859 44.905439 \nL 681.751439 25.250486 \nL 681.866019 45.097392 \nL 682.782658 45.097392 \nL 682.897238 52.134701 \nL 683.240977 52.134701 \nL 683.355557 67.899772 \nL 683.813877 67.899772 \nL 683.928456 70.431878 \nL 684.272196 70.431878 \nL 684.386776 61.727856 \nL 685.417995 61.727856 \nL 685.532574 39.903238 \nL 685.647154 39.903238 \nL 685.761734 15.594536 \nL 685.876314 15.594536 \nL 685.990894 40.988712 \nL 686.220054 40.988712 \nL 686.449213 52.063462 \nL 686.563793 52.063462 \nL 686.678373 46.889765 \nL 686.907533 46.889765 \nL 687.022113 71.415264 \nL 687.251272 71.415264 \nL 687.365852 77.304758 \nL 687.709592 77.304758 \nL 687.824172 83.246916 \nL 687.938751 83.246916 \nL 688.282491 18.534628 \nL 688.397071 44.172375 \nL 688.511651 44.172375 \nL 688.626231 48.215867 \nL 688.74081 46.797778 \nL 688.85539 46.797778 \nL 688.96997 79.40005 \nL 689.31371 79.40005 \nL 689.42829 32.352665 \nL 690.917828 32.352665 \nL 691.032408 31.295956 \nL 691.261567 31.295956 \nL 691.376147 59.899941 \nL 691.834467 59.899941 \nL 691.949047 57.197073 \nL 692.751106 57.197073 \nL 692.865685 52.827197 \nL 692.980265 89.297699 \nL 693.094845 84.725266 \nL 693.324005 84.725266 \nL 693.438585 75.586123 \nL 693.782324 75.586123 \nL 693.896904 74.688721 \nL 694.011484 57.771407 \nL 694.813543 57.771407 \nL 695.042703 85.0372 \nL 695.386442 85.0372 \nL 695.501022 68.551274 \nL 695.959342 68.551274 \nL 696.073922 52.153958 \nL 696.188501 55.674774 \nL 696.532241 55.674774 \nL 696.646821 43.610095 \nL 696.761401 57.907376 \nL 697.44888 57.907376 \nL 697.56346 41.511401 \nL 698.250939 41.511401 \nL 698.365519 70.590566 \nL 698.480099 53.407056 \nL 698.594678 53.407056 \nL 698.709258 71.415287 \nL 698.938418 71.415287 \nL 699.167578 66.789052 \nL 699.282158 66.789052 \nL 699.396737 53.782042 \nL 699.740477 53.782042 \nL 699.855057 43.00766 \nL 700.084217 43.00766 \nL 700.198796 16.997537 \nL 700.427956 16.997537 \nL 700.657116 78.394173 \nL 701.917494 78.394173 \nL 702.032074 52.955892 \nL 702.146654 52.955892 \nL 702.261234 68.94708 \nL 702.604974 68.94708 \nL 702.719553 72.569772 \nL 703.636192 72.569772 \nL 703.750772 60.756701 \nL 703.865352 73.635697 \nL 704.552831 73.635697 \nL 704.667411 37.259598 \nL 704.781991 37.259598 \nL 704.896571 72.122757 \nL 705.58405 72.122757 \nL 705.69863 57.9236 \nL 705.927789 57.9236 \nL 706.042369 45.49189 \nL 706.959008 45.49189 \nL 707.073588 62.133559 \nL 707.302748 62.133559 \nL 707.531908 45.46578 \nL 708.677706 45.46578 \nL 708.792286 29.475096 \nL 709.136026 29.475096 \nL 709.250605 26.578082 \nL 709.365185 26.578082 \nL 709.479765 28.290992 \nL 709.938085 28.290992 \nL 710.052664 48.924852 \nL 710.396404 48.924852 \nL 710.510984 64.893509 \nL 710.740144 64.893509 \nL 710.854723 95.031769 \nL 710.969303 95.031769 \nL 711.198463 79.814137 \nL 711.313043 31.513625 \nL 711.427623 51.25424 \nL 712.115102 51.25424 \nL 712.229682 40.679752 \nL 713.031741 40.679752 \nL 713.146321 48.042934 \nL 716.010817 48.042934 \nL 716.125397 17.467553 \nL 716.698296 17.467553 \nL 716.812876 16.040534 \nL 716.927456 16.040534 \nL 717.042036 70.239744 \nL 717.271196 70.239744 \nL 717.385775 7.870008 \nL 717.614935 7.870008 \nL 717.729515 34.679097 \nL 719.104473 34.679097 \nL 719.219053 31.087177 \nL 719.906532 31.087177 \nL 720.021112 35.706584 \nL 720.135692 35.706584 \nL 720.250272 36.21667 \nL 720.364852 36.21667 \nL 720.479432 51.738373 \nL 720.937751 51.738373 \nL 721.052331 44.406309 \nL 722.427289 44.406309 \nL 722.541869 49.61529 \nL 722.656449 49.61529 \nL 722.771029 37.025016 \nL 723.229348 37.025016 \nL 723.343928 56.862939 \nL 723.573088 56.862939 \nL 723.687668 45.253915 \nL 723.802248 45.253915 \nL 723.916827 67.499137 \nL 724.833466 67.499137 \nL 724.948046 87.021248 \nL 725.864685 87.021248 \nL 725.979265 43.409049 \nL 726.093845 62.900867 \nL 726.437584 62.900867 \nL 726.552164 40.619139 \nL 726.666744 40.619139 \nL 726.781324 50.861197 \nL 727.010484 50.861197 \nL 727.125064 56.289702 \nL 728.156282 56.289702 \nL 728.270862 68.509283 \nL 729.64582 68.509283 \nL 729.7604 55.914684 \nL 730.906199 55.914684 \nL 731.020779 66.340437 \nL 731.249939 66.340437 \nL 731.364518 60.416063 \nL 731.593678 60.416063 \nL 731.708258 78.874601 \nL 732.510317 78.874601 \nL 732.624897 20.863764 \nL 732.739477 29.779769 \nL 733.083216 29.779769 \nL 733.197796 72.953586 \nL 733.312376 26.143408 \nL 733.770695 26.143408 \nL 733.885275 52.352004 \nL 734.229015 52.352004 \nL 734.343595 32.249523 \nL 735.260234 32.249523 \nL 735.374813 48.782611 \nL 736.062293 48.782611 \nL 736.176872 51.056053 \nL 736.978932 51.056053 \nL 737.208091 18.177513 \nL 737.322671 51.351926 \nL 737.437251 48.69682 \nL 739.728848 48.69682 \nL 739.843428 62.909126 \nL 739.958008 45.304128 \nL 740.760067 45.304128 \nL 740.874647 79.027776 \nL 741.103806 79.027776 \nL 741.218386 85.304238 \nL 741.905865 85.304238 \nL 742.020445 55.854603 \nL 742.249605 55.854603 \nL 742.364185 57.582321 \nL 742.478765 57.582321 \nL 742.593345 52.280445 \nL 743.051664 52.280445 \nL 743.280824 52.446799 \nL 743.968303 52.345744 \nL 744.082883 57.786 \nL 744.197463 57.786 \nL 744.312043 75.769157 \nL 744.541202 75.769157 \nL 744.655782 84.323332 \nL 745.916161 84.323332 \nL 746.03074 75.657438 \nL 746.2599 75.657438 \nL 746.37448 26.691857 \nL 746.60364 26.691857 \nL 746.71822 51.272132 \nL 748.551497 51.272132 \nL 748.666077 35.719689 \nL 749.697296 35.719689 \nL 749.811876 26.694995 \nL 750.499355 26.694995 \nL 750.613935 60.116462 \nL 751.072254 60.116462 \nL 751.186834 78.411796 \nL 751.301414 43.432824 \nL 752.332633 43.432824 \nL 752.447213 49.61452 \nL 753.478431 49.61452 \nL 753.593011 47.751528 \nL 754.73881 47.751528 \nL 754.85339 52.156092 \nL 755.082549 52.156092 \nL 755.197129 51.175352 \nL 755.311709 57.414069 \nL 755.426289 45.399854 \nL 755.540869 45.399854 \nL 755.655449 69.981203 \nL 755.884608 69.981203 \nL 756.113768 70.262229 \nL 756.228348 59.895701 \nL 757.144987 59.895701 \nL 757.259567 58.655551 \nL 757.374147 58.655551 \nL 757.603306 27.038419 \nL 757.717886 65.024 \nL 758.519945 65.024 \nL 758.634525 34.461019 \nL 758.978265 34.461019 \nL 759.092844 51.832249 \nL 761.613601 51.832249 \nL 761.728181 58.306665 \nL 761.957341 40.373048 \nL 762.071921 51.025393 \nL 762.64482 51.025393 \nL 762.7594 55.957025 \nL 763.332299 55.957025 \nL 763.446879 43.494033 \nL 763.561459 43.494033 \nL 763.676039 59.149908 \nL 763.790619 59.149908 \nL 763.905199 74.470611 \nL 764.134358 74.470611 \nL 764.248938 57.254886 \nL 764.363518 57.254886 \nL 764.478098 61.496322 \nL 764.592678 61.496322 \nL 764.707258 50.004805 \nL 764.821837 50.004805 \nL 764.936417 68.313976 \nL 765.165577 68.313976 \nL 765.280157 31.909031 \nL 766.540535 31.909031 \nL 766.655115 29.234362 \nL 766.884275 29.234362 \nL 766.998855 45.475897 \nL 767.113435 45.475897 \nL 767.228015 75.945463 \nL 767.686334 75.945463 \nL 767.800914 47.458267 \nL 768.030074 47.458267 \nL 768.144653 64.986067 \nL 768.373813 64.986067 \nL 768.488393 84.042684 \nL 768.602973 84.042684 \nL 768.717553 26.876216 \nL 768.832133 70.570591 \nL 768.946712 39.37144 \nL 769.519612 39.37144 \nL 769.634192 37.440859 \nL 769.748771 37.440859 \nL 769.863351 68.158801 \nL 770.092511 68.158801 \nL 770.207091 75.46587 \nL 770.436251 75.46587 \nL 770.55083 81.029198 \nL 770.66541 80.0471 \nL 770.77999 25.9792 \nL 770.89457 25.9792 \nL 771.00915 100.812719 \nL 771.23831 64.374439 \nL 771.925789 64.374439 \nL 772.154949 69.632759 \nL 772.384108 69.632759 \nL 772.498688 55.334465 \nL 772.613268 57.27537 \nL 773.071587 57.27537 \nL 773.186167 69.161769 \nL 773.300747 69.161769 \nL 773.415327 39.218991 \nL 773.644487 39.218991 \nL 773.759067 71.719284 \nL 774.217386 71.719284 \nL 774.331966 38.944727 \nL 774.561126 38.944727 \nL 774.675705 46.637836 \nL 774.790285 46.637836 \nL 774.904865 64.479514 \nL 775.019445 55.35867 \nL 776.050664 55.35867 \nL 776.165244 52.599132 \nL 777.196462 52.599132 \nL 777.540202 76.558305 \nL 777.654782 63.208802 \nL 778.456841 63.208802 \nL 778.686001 31.779992 \nL 778.80058 50.62768 \nL 779.14432 50.62768 \nL 779.2589 42.788268 \nL 779.37348 42.788268 \nL 779.48806 43.421309 \nL 779.602639 43.421309 \nL 779.717219 51.82401 \nL 779.831799 51.82401 \nL 779.946379 54.240764 \nL 780.863018 54.240764 \nL 780.977598 62.043474 \nL 781.321337 62.043474 \nL 781.435917 51.078911 \nL 782.008816 51.078911 \nL 782.123396 70.482756 \nL 782.237976 70.482756 \nL 782.352556 42.747581 \nL 782.467136 42.747581 \nL 782.581716 63.698812 \nL 783.269195 63.698812 \nL 783.383775 32.859816 \nL 783.612935 32.859816 \nL 783.727514 35.637176 \nL 783.956674 35.637176 \nL 784.071254 33.386639 \nL 784.300414 33.386639 \nL 784.414994 71.166866 \nL 784.758733 71.166866 \nL 784.873313 58.492493 \nL 784.987893 68.047912 \nL 785.102473 68.047912 \nL 785.217053 58.496715 \nL 786.477431 58.496715 \nL 786.706591 37.193244 \nL 786.821171 46.600713 \nL 787.27949 46.600713 \nL 787.50865 82.85625 \nL 788.310709 82.85625 \nL 788.425289 43.584888 \nL 789.112768 43.584888 \nL 789.227348 78.197955 \nL 789.571087 63.798439 \nL 790.029407 63.798439 \nL 790.143987 40.75019 \nL 790.373146 40.75019 \nL 790.487726 53.34351 \nL 790.602306 46.598315 \nL 790.716886 24.743707 \nL 790.831466 24.743707 \nL 790.946046 25.980127 \nL 791.175205 25.980127 \nL 791.289785 9.808427 \nL 791.633525 9.808427 \nL 791.748105 76.50131 \nL 791.862684 76.50131 \nL 791.977264 40.590436 \nL 793.695962 40.496004 \nL 793.810542 74.107938 \nL 793.925122 46.185749 \nL 794.383441 46.185749 \nL 794.498021 74.992386 \nL 794.612601 74.992386 \nL 794.727181 59.108739 \nL 795.1855 59.108739 \nL 795.30008 46.959852 \nL 796.331299 46.959852 \nL 796.445879 52.072229 \nL 797.362518 52.072229 \nL 797.477098 46.869607 \nL 797.591677 46.869607 \nL 797.706257 85.94157 \nL 798.622896 85.94157 \nL 798.737476 56.839102 \nL 799.195795 56.839102 \nL 799.310375 37.599105 \nL 801.258233 37.599105 \nL 801.372813 20.751069 \nL 801.945712 20.751069 \nL 802.060292 36.521139 \nL 802.289452 36.521139 \nL 802.404032 32.7163 \nL 802.518611 64.13275 \nL 803.89357 64.13275 \nL 804.00815 72.715596 \nL 804.695629 72.715596 \nL 804.924788 52.142491 \nL 806.299747 52.142491 \nL 806.414327 63.21672 \nL 806.758066 63.21672 \nL 806.872646 64.03642 \nL 806.987226 64.03642 \nL 807.101806 54.999021 \nL 807.216386 67.143486 \nL 807.674705 67.143486 \nL 807.789285 56.885241 \nL 809.851722 56.885241 \nL 809.966302 61.079398 \nL 810.080882 61.079398 \nL 810.195462 79.803168 \nL 810.539202 79.803168 \nL 810.653781 25.964313 \nL 811.112101 25.964313 \nL 811.341261 93.181205 \nL 811.45584 84.770068 \nL 811.57042 84.770068 \nL 811.685 74.242348 \nL 811.91416 74.242348 \nL 812.02874 73.608605 \nL 812.372479 26.908422 \nL 812.716219 26.908422 \nL 812.830799 50.194368 \nL 813.059959 50.194368 \nL 813.174538 45.165126 \nL 813.403698 45.165126 \nL 813.518278 46.799074 \nL 814.091177 46.799074 \nL 814.205757 77.746375 \nL 814.434917 77.746375 \nL 814.549497 74.499889 \nL 814.664077 62.148338 \nL 814.778656 62.148338 \nL 814.893236 56.593765 \nL 815.351556 56.593765 \nL 815.466136 38.853667 \nL 815.695295 38.853667 \nL 815.809875 43.442766 \nL 815.924455 58.895711 \nL 816.153615 25.451244 \nL 816.268195 20.224321 \nL 816.382774 49.629308 \nL 817.986893 49.629308 \nL 818.101472 59.563366 \nL 819.476431 59.563366 \nL 819.591011 32.396177 \nL 820.16391 32.396177 \nL 820.27849 80.559166 \nL 822.111767 80.559166 \nL 822.226347 38.763193 \nL 823.830465 38.763193 \nL 823.945045 51.21038 \nL 824.747104 51.21038 \nL 824.861684 90.679558 \nL 824.976264 75.394476 \nL 825.090844 82.269483 \nL 825.778323 82.269483 \nL 825.892903 80.531852 \nL 827.038701 80.531852 \nL 827.153281 37.146948 \nL 828.52824 37.146948 \nL 828.642819 34.490969 \nL 828.757399 34.490969 \nL 828.871979 51.442746 \nL 829.559458 51.442746 \nL 829.674038 28.109342 \nL 829.788618 28.109342 \nL 829.903198 41.199553 \nL 830.132358 41.199553 \nL 830.246938 36.831404 \nL 830.476097 36.831404 \nL 830.590677 16.266796 \nL 830.705257 48.352617 \nL 830.934417 48.352617 \nL 831.163576 70.582034 \nL 831.278156 47.164753 \nL 831.507316 47.164753 \nL 831.621896 75.773152 \nL 832.194795 75.773152 \nL 832.309375 70.34953 \nL 832.309375 70.34953 \n\" style=\"fill:none;stroke:#ff7f0e;stroke-linecap:square;stroke-opacity:0.5;stroke-width:1.5;\"/>\n   </g>\n   <g id=\"line2d_23\">\n    <path clip-path=\"url(#p4e5f03773d)\" d=\"M 488.684375 71.291949 \nL 489.028115 71.291949 \nL 489.142694 20.12518 \nL 489.257274 30.108621 \nL 489.371854 22.264283 \nL 489.601014 22.264283 \nL 489.715594 77.994845 \nL 489.830174 77.994845 \nL 489.944753 85.985655 \nL 490.059333 85.985655 \nL 490.173913 76.171027 \nL 490.288493 76.171027 \nL 490.403073 58.4694 \nL 491.319712 58.4694 \nL 491.434292 47.144614 \nL 491.548871 47.144614 \nL 491.663451 22.642985 \nL 492.46551 22.642985 \nL 492.69467 75.418135 \nL 492.92383 75.418135 \nL 493.03841 56.276477 \nL 494.184208 56.276477 \nL 494.413368 56.528991 \nL 494.986267 56.528991 \nL 495.100847 68.846534 \nL 495.215427 58.622435 \nL 495.788326 58.622435 \nL 495.902906 72.543421 \nL 496.475805 72.543421 \nL 496.590385 71.138722 \nL 496.934125 71.138722 \nL 497.048705 59.014229 \nL 497.163285 59.621737 \nL 497.507024 59.621737 \nL 497.621604 78.041302 \nL 497.965344 78.041302 \nL 498.079924 26.790924 \nL 498.309083 26.790924 \nL 498.423663 43.864807 \nL 499.340302 43.864807 \nL 499.454882 48.706124 \nL 500.94442 48.706124 \nL 501.059 39.267415 \nL 501.28816 39.267415 \nL 501.402739 45.903297 \nL 501.631899 45.903297 \nL 501.746479 43.167018 \nL 501.861059 59.413495 \nL 502.090219 59.413495 \nL 502.204798 77.330576 \nL 502.548538 77.330576 \nL 502.663118 82.325117 \nL 503.350597 82.325117 \nL 503.465177 40.928963 \nL 504.267236 40.928963 \nL 504.381816 36.85964 \nL 504.610976 41.873071 \nL 505.183875 41.873071 \nL 505.298455 69.880028 \nL 506.215094 69.880028 \nL 506.329673 75.236232 \nL 506.444253 75.236232 \nL 506.558833 57.718214 \nL 507.360892 57.718214 \nL 507.475472 16.083214 \nL 507.933791 16.083214 \nL 508.048371 48.640455 \nL 508.277531 48.640455 \nL 508.392111 26.159064 \nL 508.506691 38.103424 \nL 508.85043 38.103424 \nL 508.96501 14.885247 \nL 509.07959 60.114313 \nL 509.53791 60.114313 \nL 509.652489 25.9939 \nL 510.569128 25.9939 \nL 510.683708 29.261725 \nL 511.256607 29.261725 \nL 511.371187 38.937328 \nL 511.600347 38.937328 \nL 511.714927 65.19902 \nL 512.173246 65.19902 \nL 512.287826 32.555893 \nL 512.402406 32.555893 \nL 512.516986 64.236393 \nL 512.631566 64.236393 \nL 512.746146 22.167429 \nL 512.860725 22.167429 \nL 512.975305 60.975465 \nL 513.891944 60.975465 \nL 514.006524 24.682593 \nL 514.121104 24.682593 \nL 514.235684 64.132024 \nL 514.350264 64.132024 \nL 514.464843 65.841044 \nL 514.808583 65.841044 \nL 514.923163 58.190646 \nL 515.610642 58.190646 \nL 515.725222 57.080482 \nL 516.183541 57.080482 \nL 516.298121 72.899891 \nL 516.412701 51.600862 \nL 516.871021 51.600862 \nL 516.9856 58.266725 \nL 518.245979 58.266725 \nL 518.360559 71.164735 \nL 518.475139 40.457096 \nL 518.704298 40.457096 \nL 518.818878 55.500662 \nL 519.162618 55.500662 \nL 519.391777 67.468092 \nL 519.850097 67.468092 \nL 519.964677 45.28474 \nL 521.225055 45.28474 \nL 521.339635 49.657435 \nL 524.433291 49.657435 \nL 524.547871 52.304007 \nL 525.006191 52.304007 \nL 525.12077 45.121446 \nL 525.34993 45.121446 \nL 525.46451 48.180266 \nL 525.57909 39.264378 \nL 525.69367 61.134322 \nL 525.922829 23.733243 \nL 526.037409 45.205292 \nL 526.266569 45.205292 \nL 526.381149 42.490804 \nL 526.839468 42.490804 \nL 526.954048 75.938095 \nL 527.183208 44.841022 \nL 528.099847 44.841022 \nL 528.214427 38.373329 \nL 528.443586 38.373329 \nL 528.558166 41.081605 \nL 528.672746 81.520159 \nL 528.787326 81.520159 \nL 528.901906 74.584373 \nL 529.474805 74.584373 \nL 529.589385 38.50838 \nL 529.933125 38.50838 \nL 530.047704 34.732121 \nL 530.276864 34.732121 \nL 530.391444 45.932479 \nL 530.506024 45.932479 \nL 530.620604 23.493799 \nL 530.849763 23.493799 \nL 530.964343 60.968528 \nL 531.308083 60.968528 \nL 531.537243 32.259659 \nL 531.651822 47.289791 \nL 532.797621 47.289791 \nL 532.912201 55.296121 \nL 533.59968 55.296121 \nL 533.71426 67.918771 \nL 534.516319 67.918771 \nL 534.630899 60.552329 \nL 535.432958 60.552329 \nL 535.547538 62.823286 \nL 535.891277 62.823286 \nL 536.005857 44.612044 \nL 536.578756 44.612044 \nL 536.693336 63.352684 \nL 537.495395 63.352684 \nL 537.609975 22.089848 \nL 537.839135 61.106827 \nL 537.953715 44.948106 \nL 538.412034 44.948106 \nL 538.641194 69.668591 \nL 538.755774 69.668591 \nL 538.870354 65.745569 \nL 540.359892 65.745569 \nL 540.474472 45.061405 \nL 540.589052 80.294369 \nL 540.703631 45.328837 \nL 540.818211 52.19709 \nL 540.932791 41.307388 \nL 541.276531 41.307388 \nL 541.391111 42.710183 \nL 541.84943 42.710183 \nL 541.96401 30.368701 \nL 542.07859 30.368701 \nL 542.19317 35.855889 \nL 542.766069 35.855889 \nL 542.880649 60.703942 \nL 543.338968 60.703942 \nL 543.453548 52.855337 \nL 543.682708 52.855337 \nL 543.797288 62.277751 \nL 543.911867 62.277751 \nL 544.026447 73.074015 \nL 544.141027 73.074015 \nL 544.255607 75.035916 \nL 544.370187 70.667758 \nL 544.713927 70.667758 \nL 544.828506 95.857338 \nL 545.745145 95.857338 \nL 545.859725 15.424811 \nL 546.318045 15.424811 \nL 546.432624 30.384488 \nL 547.922163 30.384488 \nL 548.036742 56.223434 \nL 549.182541 56.223434 \nL 549.297121 38.674373 \nL 550.557499 38.674373 \nL 550.786659 38.296141 \nL 550.901239 38.296141 \nL 551.015819 75.064168 \nL 552.505357 75.064168 \nL 552.619937 34.599242 \nL 553.192836 34.599242 \nL 553.307416 58.704601 \nL 553.421996 58.704601 \nL 553.536576 31.58905 \nL 553.651156 31.58905 \nL 553.765735 69.894004 \nL 554.911534 69.894004 \nL 555.026114 54.073044 \nL 555.140694 54.073044 \nL 555.255274 55.049623 \nL 556.171913 55.049623 \nL 556.286492 58.063834 \nL 557.432291 58.063834 \nL 557.546871 53.420437 \nL 557.776031 53.420437 \nL 557.89061 28.534005 \nL 558.00519 29.419894 \nL 558.11977 65.414758 \nL 558.921829 65.414758 \nL 559.036409 47.504207 \nL 560.067628 47.504207 \nL 560.182208 55.976037 \nL 560.755107 55.976037 \nL 560.869687 52.175634 \nL 560.984267 58.632206 \nL 561.213426 58.632206 \nL 561.328006 58.005564 \nL 562.130065 58.005564 \nL 562.244645 77.675881 \nL 562.473805 77.675881 \nL 562.588385 55.899992 \nL 562.817544 55.899992 \nL 562.932124 51.458341 \nL 563.046704 51.458341 \nL 563.161284 75.144387 \nL 563.505024 75.144387 \nL 563.619603 39.390288 \nL 563.734183 42.740185 \nL 563.848763 42.740185 \nL 563.963343 43.74368 \nL 564.077923 58.592089 \nL 564.421662 58.592089 \nL 564.536242 52.400321 \nL 564.650822 52.400321 \nL 564.765402 48.265203 \nL 564.879982 48.265203 \nL 564.994562 60.817328 \nL 567.286159 60.817328 \nL 567.515319 53.491913 \nL 568.202798 53.491913 \nL 568.317378 46.942472 \nL 569.004857 46.942472 \nL 569.119437 43.477096 \nL 569.234017 59.219717 \nL 569.577756 59.219717 \nL 569.692336 73.126676 \nL 570.036076 73.126676 \nL 570.150655 43.460759 \nL 571.181874 43.460759 \nL 571.296454 60.265896 \nL 571.411034 51.532113 \nL 571.525614 51.532113 \nL 571.640194 60.4439 \nL 573.244312 60.4439 \nL 573.358892 52.36395 \nL 573.702631 52.36395 \nL 573.817211 57.417498 \nL 574.61927 57.417498 \nL 574.73385 40.016305 \nL 577.025447 40.016305 \nL 577.140027 47.332358 \nL 578.056666 47.332358 \nL 578.171246 50.910196 \nL 578.629565 50.910196 \nL 578.744145 66.895649 \nL 579.202464 66.895649 \nL 579.317044 59.651566 \nL 579.660784 59.651566 \nL 579.775364 41.321754 \nL 580.004523 41.321754 \nL 580.119103 44.956391 \nL 580.462843 44.956391 \nL 580.577423 76.345235 \nL 580.692003 76.345235 \nL 580.806582 69.40464 \nL 581.035742 69.40464 \nL 581.150322 39.964845 \nL 581.379482 39.964845 \nL 581.494062 40.121319 \nL 581.608641 31.830847 \nL 582.75444 31.830847 \nL 582.86902 49.382228 \nL 583.785659 49.382228 \nL 583.900239 60.513525 \nL 584.243978 60.513525 \nL 584.473138 36.019034 \nL 584.587718 36.019034 \nL 584.816878 35.683642 \nL 584.931457 47.341036 \nL 585.046037 47.341036 \nL 585.160617 46.864584 \nL 585.618937 46.864584 \nL 585.733516 58.894696 \nL 585.848096 58.894696 \nL 585.962676 42.635392 \nL 586.077256 48.582568 \nL 586.420996 48.582568 \nL 586.535575 64.241616 \nL 586.764735 64.241616 \nL 586.879315 70.460752 \nL 586.993895 35.385307 \nL 587.108475 34.998594 \nL 587.223055 78.476482 \nL 587.452214 78.476482 \nL 587.566794 36.921024 \nL 587.681374 58.502075 \nL 589.056332 58.502075 \nL 589.170912 62.339554 \nL 589.285492 62.339554 \nL 589.400072 56.108799 \nL 590.202131 56.108799 \nL 590.431291 55.721869 \nL 590.88961 55.721869 \nL 591.00419 66.411282 \nL 591.691669 66.411282 \nL 591.806249 90.683549 \nL 591.920829 91.112544 \nL 592.035409 85.776143 \nL 592.608308 85.776143 \nL 592.722888 15.943796 \nL 592.952048 15.943796 \nL 593.066627 50.499618 \nL 593.410367 50.499618 \nL 593.524947 44.094299 \nL 593.639527 44.094299 \nL 593.754107 49.20937 \nL 595.587384 49.20937 \nL 595.931124 62.649213 \nL 596.045704 84.978971 \nL 596.274863 84.978971 \nL 596.389443 72.978102 \nL 596.504023 72.978102 \nL 596.618603 52.630001 \nL 597.878982 52.630001 \nL 597.993561 44.27455 \nL 598.222721 44.27455 \nL 598.337301 53.49465 \nL 598.451881 53.49465 \nL 598.566461 34.716298 \nL 598.681041 58.260007 \nL 598.79562 58.260007 \nL 598.9102 70.018077 \nL 599.36852 70.018077 \nL 599.4831 67.680745 \nL 599.712259 67.680745 \nL 599.826839 50.597216 \nL 599.941419 50.597216 \nL 600.055999 56.735406 \nL 600.743478 56.735406 \nL 600.858058 46.735046 \nL 601.545537 46.735046 \nL 601.660117 64.084608 \nL 601.774697 64.084608 \nL 601.889277 60.381708 \nL 602.233016 60.381708 \nL 602.347596 46.745474 \nL 602.462176 46.745474 \nL 602.576756 32.764903 \nL 603.149655 32.764903 \nL 603.264235 57.080115 \nL 603.378815 45.411298 \nL 603.722554 45.411298 \nL 603.837134 39.889343 \nL 603.951714 45.880283 \nL 604.639193 45.880283 \nL 604.753773 55.847112 \nL 604.982933 55.847112 \nL 605.097513 37.133313 \nL 605.441252 37.133313 \nL 605.555832 32.364647 \nL 605.670412 45.014027 \nL 605.784992 45.014027 \nL 605.899572 69.060148 \nL 606.014152 44.67144 \nL 606.587051 44.67144 \nL 606.701631 26.157047 \nL 606.816211 26.157047 \nL 606.93079 46.833368 \nL 607.61827 46.833368 \nL 607.732849 47.925422 \nL 609.795287 47.925422 \nL 609.909867 62.151981 \nL 610.826506 62.151981 \nL 610.941086 46.514926 \nL 611.055665 46.514926 \nL 611.170245 55.147682 \nL 611.284825 46.074716 \nL 612.201464 46.074716 \nL 612.316044 45.806388 \nL 612.430624 40.776776 \nL 612.545204 40.776776 \nL 612.659783 33.142681 \nL 612.774363 46.964324 \nL 613.003523 46.964324 \nL 613.118103 34.481953 \nL 613.576422 34.481953 \nL 613.691002 50.207313 \nL 613.805582 40.927894 \nL 613.920162 40.927894 \nL 614.149322 57.291277 \nL 614.263902 57.291277 \nL 614.378481 56.262138 \nL 614.607641 56.262138 \nL 614.722221 32.388487 \nL 614.836801 32.388487 \nL 614.951381 33.676518 \nL 615.18054 33.676518 \nL 615.29512 60.077645 \nL 615.4097 60.077645 \nL 615.52428 48.004606 \nL 615.63886 48.004606 \nL 615.75344 70.510516 \nL 616.097179 70.510516 \nL 616.211759 72.430434 \nL 617.357558 72.430434 \nL 617.472138 44.64358 \nL 617.586717 44.64358 \nL 617.701297 34.424953 \nL 617.815877 34.424953 \nL 617.930457 42.322431 \nL 618.045037 73.09899 \nL 618.159617 73.09899 \nL 618.274197 85.298824 \nL 618.388776 48.217818 \nL 618.503356 54.643401 \nL 618.847096 54.643401 \nL 618.961676 58.689298 \nL 619.076256 71.873302 \nL 619.190835 61.464089 \nL 619.992895 61.464089 \nL 620.222054 40.534785 \nL 621.024113 40.534785 \nL 621.138693 20.624198 \nL 621.367853 20.624198 \nL 621.482433 50.912533 \nL 622.971971 50.912533 \nL 623.086551 52.083073 \nL 625.721888 52.083073 \nL 625.951047 67.772927 \nL 626.065627 67.772927 \nL 626.180207 63.580181 \nL 626.294787 63.580181 \nL 626.409367 36.464658 \nL 626.523947 36.464658 \nL 626.638526 48.009155 \nL 626.867686 48.009155 \nL 626.982266 44.261702 \nL 627.096846 56.716782 \nL 627.326006 56.716782 \nL 627.440585 58.681421 \nL 627.784325 58.681421 \nL 627.898905 48.109007 \nL 628.013485 48.109007 \nL 628.128065 87.047775 \nL 628.242644 48.218025 \nL 629.159283 48.218025 \nL 629.273863 35.478726 \nL 629.961342 35.478726 \nL 630.075922 53.005519 \nL 630.190502 89.245292 \nL 630.763401 89.245292 \nL 630.877981 67.610314 \nL 631.107141 67.610314 \nL 631.221721 59.16127 \nL 631.68004 59.16127 \nL 631.79462 23.25925 \nL 631.9092 23.25925 \nL 632.02378 63.976641 \nL 632.596679 63.976641 \nL 632.711259 61.773898 \nL 633.513318 61.773898 \nL 633.627898 46.197298 \nL 633.742478 46.197298 \nL 633.857058 43.142448 \nL 633.971637 30.698506 \nL 634.200797 30.698506 \nL 634.315377 51.637299 \nL 635.461176 51.637299 \nL 635.575755 54.298332 \nL 635.690335 54.298332 \nL 635.804915 88.938799 \nL 636.034075 88.938799 \nL 636.148655 42.566076 \nL 636.836134 42.566076 \nL 636.950714 51.683419 \nL 637.638193 51.683419 \nL 637.752773 61.115784 \nL 638.325672 61.115784 \nL 638.440252 38.103064 \nL 638.783992 38.103064 \nL 638.898571 71.502724 \nL 639.013151 22.398909 \nL 639.586051 22.398909 \nL 639.70063 35.715922 \nL 639.81521 81.578513 \nL 639.92979 81.578513 \nL 640.04437 30.314064 \nL 640.15895 37.455896 \nL 640.502689 37.455896 \nL 640.617269 29.919879 \nL 641.533908 29.919879 \nL 641.648488 70.240104 \nL 642.679707 70.240104 \nL 642.794287 50.262353 \nL 642.908866 70.735572 \nL 643.367186 70.735572 \nL 643.481766 60.31102 \nL 643.596346 60.31102 \nL 643.710926 46.978047 \nL 646.117103 46.978047 \nL 646.231682 69.430057 \nL 646.460842 69.430057 \nL 646.575422 35.407077 \nL 647.377481 35.407077 \nL 647.492061 47.805857 \nL 648.4087 47.805857 \nL 648.52328 52.454567 \nL 648.637859 52.454567 \nL 648.752439 67.934224 \nL 649.210759 67.934224 \nL 649.325339 51.323193 \nL 650.012818 51.323193 \nL 650.127398 36.334814 \nL 650.241978 36.334814 \nL 650.471137 81.326251 \nL 650.585717 81.326251 \nL 650.700297 72.529838 \nL 651.273196 72.529838 \nL 651.387776 81.463519 \nL 651.616936 17.176652 \nL 651.731516 73.534365 \nL 652.304415 73.534365 \nL 652.418995 78.83496 \nL 652.533575 54.40169 \nL 652.648155 56.739121 \nL 652.762734 56.739121 \nL 652.877314 73.871929 \nL 653.221054 73.871929 \nL 653.335634 58.122846 \nL 653.564793 58.122846 \nL 653.679373 64.048774 \nL 653.793953 64.048774 \nL 653.908533 47.128757 \nL 654.023113 47.128757 \nL 654.137693 56.557012 \nL 656.31471 56.557012 \nL 656.42929 68.158869 \nL 656.54387 34.070264 \nL 656.887609 55.535426 \nL 658.033408 55.535426 \nL 658.147988 39.548752 \nL 658.606307 39.548752 \nL 658.720887 29.928731 \nL 658.950047 29.928731 \nL 659.064627 64.395736 \nL 659.179207 59.837308 \nL 659.866686 59.837308 \nL 659.981266 33.679408 \nL 660.554165 33.679408 \nL 660.668745 59.661402 \nL 661.127064 59.661402 \nL 661.241644 25.507879 \nL 661.356224 25.507879 \nL 661.470804 49.951296 \nL 661.814543 49.951296 \nL 661.929123 61.175182 \nL 662.731182 61.175182 \nL 662.845762 66.926647 \nL 662.960342 24.101638 \nL 663.304082 24.101638 \nL 663.418661 62.353146 \nL 663.762401 62.353146 \nL 663.876981 32.540839 \nL 664.56446 32.540839 \nL 664.67904 66.09384 \nL 665.366519 66.09384 \nL 665.481099 38.043073 \nL 665.939418 38.043073 \nL 666.053998 42.411848 \nL 666.397738 42.411848 \nL 666.512318 74.016617 \nL 666.856057 74.016617 \nL 666.970637 83.877173 \nL 667.428957 83.877173 \nL 667.543536 85.507805 \nL 667.658116 26.907938 \nL 667.772696 26.907938 \nL 667.887276 57.082543 \nL 668.689335 57.082543 \nL 668.803915 70.194518 \nL 670.408033 70.194518 \nL 670.522613 40.57609 \nL 670.751772 40.57609 \nL 670.980932 69.522926 \nL 671.095512 50.310489 \nL 671.210092 50.310489 \nL 671.324672 71.940471 \nL 671.439252 71.940471 \nL 671.553831 48.919747 \nL 671.668411 48.919747 \nL 671.782991 77.333876 \nL 672.241311 77.333876 \nL 672.355891 50.928615 \nL 672.92879 50.928615 \nL 673.04337 62.338131 \nL 673.15795 62.338131 \nL 673.272529 37.106358 \nL 673.387109 37.106358 \nL 673.501689 49.351683 \nL 674.532908 49.351683 \nL 674.647488 47.760072 \nL 674.762068 26.680001 \nL 674.991227 26.680001 \nL 675.105807 45.96369 \nL 675.220387 45.96369 \nL 675.334967 43.98047 \nL 676.366186 43.98047 \nL 676.480765 31.990501 \nL 676.939085 31.990501 \nL 677.282824 44.348997 \nL 677.626564 44.348997 \nL 677.741144 27.619835 \nL 677.855724 49.324478 \nL 679.116102 49.324478 \nL 679.230682 52.22065 \nL 679.345262 52.22065 \nL 679.459842 54.391414 \nL 680.032741 54.391414 \nL 680.147321 35.845566 \nL 680.261901 35.845566 \nL 680.376481 72.137051 \nL 681.636859 72.137051 \nL 681.751439 49.724987 \nL 681.866019 49.724987 \nL 681.980599 52.468777 \nL 682.095179 52.468777 \nL 682.209758 26.338792 \nL 682.897238 26.338792 \nL 683.011817 71.71464 \nL 683.699297 71.71464 \nL 683.928456 22.930973 \nL 684.043036 21.712322 \nL 684.157616 62.631832 \nL 684.730515 62.631832 \nL 684.845095 57.938583 \nL 684.959675 57.938583 \nL 685.188835 23.658349 \nL 685.303415 19.151198 \nL 685.532574 19.151198 \nL 685.647154 62.350142 \nL 687.480432 62.350142 \nL 687.595012 49.837618 \nL 687.709592 49.837618 \nL 687.824172 9.971286 \nL 687.938751 26.259006 \nL 688.282491 26.259006 \nL 688.397071 34.572109 \nL 689.42829 34.572109 \nL 689.542869 43.341797 \nL 689.772029 43.341797 \nL 690.001189 43.169108 \nL 690.115769 66.007687 \nL 690.574088 66.007687 \nL 690.688668 67.709894 \nL 691.949047 67.709894 \nL 692.063626 48.461741 \nL 692.407366 48.461741 \nL 692.521946 51.351649 \nL 693.553165 51.351649 \nL 693.667744 70.253958 \nL 693.782324 38.068916 \nL 694.355224 38.068916 \nL 694.469803 69.543263 \nL 694.584383 69.543263 \nL 694.698963 63.278161 \nL 695.501022 63.278161 \nL 695.615602 76.292747 \nL 695.730182 76.292747 \nL 695.844762 81.433541 \nL 695.959342 81.433541 \nL 696.073922 22.136558 \nL 696.188501 22.136558 \nL 696.303081 42.053298 \nL 696.417661 27.307746 \nL 696.646821 27.307746 \nL 696.875981 58.040332 \nL 697.44888 58.040332 \nL 697.56346 40.027395 \nL 697.907199 40.027395 \nL 698.021779 84.15026 \nL 698.136359 32.492725 \nL 698.250939 32.492725 \nL 698.365519 56.139262 \nL 699.052998 56.139262 \nL 699.167578 64.034781 \nL 699.511317 64.034781 \nL 699.625897 54.168474 \nL 700.198796 54.168474 \nL 700.313376 41.402822 \nL 700.542536 41.402822 \nL 700.657116 37.283695 \nL 700.771696 61.174669 \nL 701.115435 61.174669 \nL 701.230015 50.089586 \nL 701.344595 50.089586 \nL 701.459175 42.291096 \nL 701.573755 60.533596 \nL 701.688335 60.533596 \nL 701.802915 61.696389 \nL 701.917494 30.105108 \nL 702.032074 30.105108 \nL 702.146654 39.549762 \nL 702.604974 39.549762 \nL 702.719553 63.629563 \nL 702.834133 57.05129 \nL 703.865352 57.05129 \nL 703.979932 54.728931 \nL 704.094512 54.728931 \nL 704.209092 68.732792 \nL 704.438251 68.732792 \nL 704.552831 24.260126 \nL 704.667411 39.682677 \nL 705.12573 39.682677 \nL 705.24031 56.983807 \nL 705.69863 56.983807 \nL 705.81321 61.756414 \nL 705.927789 61.756414 \nL 706.042369 62.593069 \nL 707.417328 62.593069 \nL 707.531908 68.034694 \nL 707.646487 68.034694 \nL 707.761067 63.198735 \nL 707.990227 63.198735 \nL 708.104807 47.686373 \nL 708.219387 47.686373 \nL 708.333967 80.494274 \nL 708.448546 80.494274 \nL 708.792286 56.617843 \nL 708.906866 62.660003 \nL 709.365185 62.660003 \nL 709.479765 37.221813 \nL 709.708925 37.221813 \nL 709.823505 45.956732 \nL 710.052664 45.956732 \nL 710.167244 31.934493 \nL 710.510984 31.934493 \nL 710.625564 70.180015 \nL 710.969303 70.180015 \nL 711.083883 53.766761 \nL 711.427623 53.766761 \nL 711.542203 57.112626 \nL 711.656782 39.532178 \nL 711.771362 48.135415 \nL 712.573421 48.135415 \nL 712.688001 47.056391 \nL 713.260901 47.056391 \nL 713.37548 52.256712 \nL 714.865019 52.256712 \nL 714.979598 36.567267 \nL 715.552498 36.567267 \nL 715.667078 38.771932 \nL 715.781657 20.493974 \nL 715.896237 20.493974 \nL 716.010817 86.496854 \nL 716.239977 86.496854 \nL 716.354557 21.267396 \nL 716.469137 21.267396 \nL 716.698296 52.771503 \nL 716.812876 52.771503 \nL 717.042036 30.563908 \nL 717.156616 42.410737 \nL 717.271196 42.410737 \nL 717.614935 53.797992 \nL 717.844095 53.797992 \nL 717.958675 40.88963 \nL 718.187834 40.88963 \nL 718.302414 37.853267 \nL 718.646154 37.853267 \nL 718.760734 17.156895 \nL 718.875314 17.156895 \nL 719.104473 72.474689 \nL 719.677373 72.474689 \nL 719.791953 65.145114 \nL 721.052331 65.145114 \nL 721.166911 57.19317 \nL 721.62523 57.19317 \nL 721.73981 46.89466 \nL 723.458508 46.89466 \nL 723.573088 50.719787 \nL 724.948046 50.719787 \nL 725.062626 48.897131 \nL 725.177206 55.531976 \nL 725.291786 55.531976 \nL 725.406366 62.206617 \nL 726.437584 62.206617 \nL 726.552164 67.959818 \nL 726.781324 67.959818 \nL 726.895904 63.614299 \nL 727.239643 63.614299 \nL 727.354223 33.679875 \nL 727.583383 33.679875 \nL 727.697963 65.595242 \nL 728.041702 65.595242 \nL 728.156282 72.714748 \nL 728.270862 57.893046 \nL 730.21872 57.893046 \nL 730.3333 45.263043 \nL 731.364518 45.263043 \nL 731.479098 50.765809 \nL 731.937418 50.765809 \nL 732.051998 54.482734 \nL 732.395737 54.482734 \nL 732.510317 50.202589 \nL 733.083216 50.202589 \nL 733.197796 55.081895 \nL 733.541536 55.081895 \nL 733.770695 40.092461 \nL 733.999855 40.092461 \nL 734.114435 50.344499 \nL 734.458175 50.344499 \nL 734.572754 55.680352 \nL 734.687334 55.680352 \nL 734.801914 37.671128 \nL 734.916494 43.477628 \nL 736.176872 43.477628 \nL 736.291452 55.625281 \nL 736.406032 43.385249 \nL 736.978932 43.385249 \nL 737.093511 53.8492 \nL 737.551831 53.8492 \nL 737.666411 42.358741 \nL 737.780991 73.878782 \nL 738.01015 73.878782 \nL 738.23931 29.641454 \nL 738.46847 29.641454 \nL 738.812209 16.170853 \nL 738.926789 16.170853 \nL 739.041369 9.579774 \nL 739.155949 11.450133 \nL 739.270529 18.725027 \nL 739.385109 60.5691 \nL 739.499688 60.5691 \nL 739.614268 65.806138 \nL 739.728848 47.794996 \nL 740.416327 47.794996 \nL 740.530907 43.594762 \nL 741.103806 43.594762 \nL 741.218386 71.765844 \nL 741.447546 71.765844 \nL 741.562126 68.524564 \nL 741.905865 68.524564 \nL 742.020445 67.975008 \nL 742.707925 67.975008 \nL 742.822504 34.426188 \nL 743.395404 34.426188 \nL 743.509984 79.969559 \nL 743.968303 79.969559 \nL 744.197463 59.384614 \nL 745.801581 59.384614 \nL 745.916161 56.204619 \nL 746.03074 70.428905 \nL 746.14532 60.404552 \nL 746.2599 60.404552 \nL 746.37448 42.410608 \nL 747.749438 42.410608 \nL 747.864018 62.764577 \nL 747.978598 62.764577 \nL 748.093178 75.201276 \nL 748.551497 75.201276 \nL 748.895237 39.604072 \nL 749.353556 39.604072 \nL 749.468136 59.151174 \nL 749.697296 59.151174 \nL 749.811876 63.793095 \nL 749.926456 63.793095 \nL 750.041036 59.92535 \nL 750.499355 59.92535 \nL 750.613935 87.031794 \nL 750.728515 87.031794 \nL 750.843095 85.747865 \nL 751.186834 85.747865 \nL 751.415994 39.172685 \nL 751.530574 39.172685 \nL 751.645154 42.006578 \nL 751.759733 42.006578 \nL 751.874313 43.89396 \nL 752.447213 43.89396 \nL 752.561792 58.689684 \nL 752.676372 52.842587 \nL 753.478431 52.842587 \nL 753.593011 60.612236 \nL 753.936751 60.612236 \nL 754.051331 57.801047 \nL 754.28049 57.801047 \nL 754.39507 46.786015 \nL 755.311709 46.786015 \nL 755.426289 59.815017 \nL 755.999188 59.815017 \nL 756.113768 64.35987 \nL 756.686667 64.35987 \nL 756.801247 60.459678 \nL 757.717886 60.459678 \nL 757.832466 70.609306 \nL 758.405365 70.609306 \nL 758.519945 44.887221 \nL 758.978265 44.887221 \nL 759.092844 63.828531 \nL 759.436584 63.828531 \nL 759.551164 65.121007 \nL 759.780324 65.121007 \nL 759.894904 59.383814 \nL 760.353223 59.383814 \nL 760.467803 62.541919 \nL 760.582383 59.882856 \nL 761.155282 59.882856 \nL 761.269862 63.52839 \nL 761.384442 63.52839 \nL 761.499022 76.545058 \nL 761.613601 61.796591 \nL 762.64482 61.796591 \nL 762.7594 55.558356 \nL 763.561459 55.558356 \nL 763.676039 65.544147 \nL 763.905199 65.544147 \nL 764.019778 36.037411 \nL 764.363518 36.037411 \nL 764.478098 23.448666 \nL 764.592678 41.065813 \nL 765.165577 41.065813 \nL 765.280157 45.606045 \nL 765.623897 45.606045 \nL 765.738476 76.842711 \nL 765.853056 42.887475 \nL 766.655115 42.887475 \nL 766.769695 37.393747 \nL 766.884275 41.984837 \nL 768.259233 41.984837 \nL 768.373813 70.221591 \nL 768.717553 70.221591 \nL 768.832133 48.433822 \nL 769.175872 48.433822 \nL 769.290452 45.614077 \nL 769.977931 45.614077 \nL 770.092511 34.912451 \nL 770.207091 34.912451 \nL 770.321671 45.675629 \nL 771.00915 45.675629 \nL 771.12373 53.812394 \nL 771.925789 53.812394 \nL 772.040369 44.855444 \nL 773.529907 44.855444 \nL 773.644487 65.78244 \nL 773.873646 65.78244 \nL 773.988226 69.395572 \nL 774.561126 69.395572 \nL 774.675705 95.880895 \nL 774.790285 64.746647 \nL 775.134025 64.746647 \nL 775.248605 85.9737 \nL 775.592344 85.9737 \nL 775.706924 87.99237 \nL 775.821504 65.143131 \nL 775.936084 65.143131 \nL 776.050664 96.746749 \nL 776.279823 96.746749 \nL 776.394403 76.049912 \nL 776.508983 76.953582 \nL 776.623563 76.953582 \nL 776.852723 57.066942 \nL 777.081883 57.066942 \nL 777.196462 52.795941 \nL 777.540202 52.795941 \nL 777.654782 50.516164 \nL 777.998521 50.516164 \nL 778.113101 59.665213 \nL 778.227681 59.665213 \nL 778.342261 44.871656 \nL 778.456841 64.122304 \nL 780.060959 64.122304 \nL 780.175539 55.174039 \nL 780.633858 55.174039 \nL 780.748438 60.496936 \nL 781.665077 60.496936 \nL 781.779657 59.9128 \nL 782.581716 59.9128 \nL 782.696296 48.587336 \nL 783.383775 48.587336 \nL 783.498355 83.548783 \nL 783.612935 83.548783 \nL 783.727514 53.433975 \nL 783.842094 71.250227 \nL 783.956674 49.956869 \nL 784.758733 49.956869 \nL 784.873313 45.612182 \nL 785.217053 45.612182 \nL 785.331632 42.132492 \nL 785.446212 55.766962 \nL 785.904532 55.766962 \nL 786.019112 54.029783 \nL 786.706591 54.029783 \nL 786.821171 49.470509 \nL 787.16491 49.470509 \nL 787.27949 50.258904 \nL 787.39407 50.258904 \nL 787.62323 70.727133 \nL 787.737809 45.412736 \nL 788.196129 45.412736 \nL 788.425289 56.387321 \nL 788.539868 42.567299 \nL 788.654448 46.074402 \nL 788.998188 46.074402 \nL 789.227348 71.084195 \nL 789.341928 38.310825 \nL 789.456507 38.310825 \nL 789.571087 30.308242 \nL 790.373146 30.308242 \nL 790.487726 70.762166 \nL 790.602306 34.429255 \nL 790.716886 74.083749 \nL 790.831466 74.083749 \nL 790.946046 75.379993 \nL 791.060625 61.075141 \nL 791.518945 61.075141 \nL 791.633525 36.71125 \nL 791.748105 57.90586 \nL 791.862684 57.90586 \nL 791.977264 78.0956 \nL 792.091844 78.0956 \nL 792.206424 66.510821 \nL 792.893903 66.510821 \nL 793.008483 73.461153 \nL 793.123063 73.461153 \nL 793.237643 38.21826 \nL 794.727181 38.21826 \nL 794.956341 53.368718 \nL 795.070921 53.368718 \nL 795.1855 52.581381 \nL 795.41466 52.581381 \nL 795.52924 73.277727 \nL 796.445879 73.277727 \nL 796.560459 43.323064 \nL 796.789618 43.323064 \nL 796.904198 52.151877 \nL 798.164577 52.151877 \nL 798.393736 52.298266 \nL 798.508316 56.868949 \nL 798.622896 38.664214 \nL 799.310375 38.664214 \nL 799.424955 46.912584 \nL 799.539535 64.879479 \nL 800.685334 64.879479 \nL 800.799914 61.567382 \nL 801.831132 61.567382 \nL 801.945712 54.765807 \nL 802.404032 54.765807 \nL 802.518611 70.677916 \nL 802.633191 70.677916 \nL 802.747771 93.194426 \nL 802.862351 52.708684 \nL 802.976931 52.708684 \nL 803.091511 51.456762 \nL 803.206091 70.907559 \nL 803.32067 44.202881 \nL 803.43525 49.799449 \nL 804.351889 49.799449 \nL 804.466469 68.102486 \nL 805.841427 68.102486 \nL 805.956007 43.246087 \nL 806.070587 43.246087 \nL 806.185167 46.138978 \nL 806.758066 46.138978 \nL 806.872646 24.358232 \nL 807.216386 24.358232 \nL 807.330966 35.514596 \nL 807.445545 28.345234 \nL 807.903865 28.345234 \nL 808.018445 58.431857 \nL 808.133025 30.649844 \nL 808.476764 30.649844 \nL 808.705924 52.749453 \nL 809.622563 52.749453 \nL 809.737143 49.613667 \nL 810.080882 49.613667 \nL 810.195462 44.556515 \nL 810.539202 44.556515 \nL 810.653781 69.192432 \nL 811.45584 69.192432 \nL 811.57042 67.531836 \nL 811.685 67.531836 \nL 811.79958 39.178051 \nL 812.372479 39.178051 \nL 812.487059 58.588379 \nL 812.601639 51.183535 \nL 812.716219 51.183535 \nL 812.830799 62.562531 \nL 812.945379 62.562531 \nL 813.059959 80.384106 \nL 813.289118 80.384106 \nL 813.403698 83.347039 \nL 813.632858 83.347039 \nL 813.747438 44.818548 \nL 813.862018 65.528865 \nL 814.091177 65.528865 \nL 814.205757 50.639175 \nL 814.778656 50.639175 \nL 814.893236 47.950892 \nL 815.122396 47.950892 \nL 815.236976 55.169203 \nL 815.466136 55.169203 \nL 815.580715 65.390597 \nL 815.695295 48.769213 \nL 815.809875 48.769213 \nL 815.924455 47.994356 \nL 816.039035 47.994356 \nL 816.153615 27.566457 \nL 816.382774 27.566457 \nL 816.497354 69.066521 \nL 816.611934 69.066521 \nL 816.726514 43.773214 \nL 817.184833 43.773214 \nL 817.413993 72.892294 \nL 817.528573 72.892294 \nL 817.643153 61.496849 \nL 817.757733 61.496849 \nL 817.872313 48.910641 \nL 817.986893 48.910641 \nL 818.216052 16.032415 \nL 818.330632 87.55464 \nL 818.445212 81.899969 \nL 818.559792 40.145176 \nL 818.788952 40.145176 \nL 818.903531 55.840892 \nL 819.018111 52.663741 \nL 819.476431 52.663741 \nL 819.591011 75.567396 \nL 819.82017 75.567396 \nL 819.93475 51.843053 \nL 820.27849 51.843053 \nL 820.39307 61.389075 \nL 820.507649 61.389075 \nL 820.622229 41.459494 \nL 820.851389 41.459494 \nL 820.965969 42.5816 \nL 821.882608 42.5816 \nL 821.997188 46.368989 \nL 822.455507 46.368989 \nL 822.570087 57.846795 \nL 823.830465 57.846795 \nL 823.945045 45.196277 \nL 824.747104 45.196277 \nL 824.861684 34.877985 \nL 824.976264 56.523829 \nL 826.007483 56.523829 \nL 826.122063 39.403291 \nL 826.694962 39.403291 \nL 826.924122 72.337443 \nL 827.726181 72.337443 \nL 827.84076 51.066208 \nL 828.1845 51.066208 \nL 828.29908 69.607353 \nL 828.52824 69.607353 \nL 828.642819 89.327575 \nL 828.757399 89.327575 \nL 828.871979 20.705967 \nL 830.705257 20.705967 \nL 830.819837 83.487098 \nL 831.278156 83.487098 \nL 831.392736 70.945176 \nL 831.507316 70.945176 \nL 831.621896 49.757337 \nL 832.080215 49.757337 \nL 832.194795 71.65398 \nL 832.309375 71.65398 \nL 832.309375 71.65398 \n\" style=\"fill:none;stroke:#2ca02c;stroke-linecap:square;stroke-opacity:0.5;stroke-width:1.5;\"/>\n   </g>\n   <g id=\"patch_129\">\n    <path d=\"M 471.503125 104 \nL 471.503125 7.2 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_130\">\n    <path d=\"M 849.490625 104 \nL 849.490625 7.2 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_131\">\n    <path d=\"M 471.503125 104 \nL 849.490625 104 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_132\">\n    <path d=\"M 471.503125 7.2 \nL 849.490625 7.2 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n  </g>\n  <g id=\"axes_3\">\n   <g id=\"patch_133\">\n    <path d=\"M 46.965625 242.6 \nL 424.953125 242.6 \nL 424.953125 145.8 \nL 46.965625 145.8 \nz\n\" style=\"fill:#ffffff;\"/>\n   </g>\n   <g id=\"patch_134\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 88.953509 242.6 \nL 97.036862 242.6 \nL 97.036862 236.859201 \nL 88.953509 236.859201 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_135\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 97.036862 242.6 \nL 105.120214 242.6 \nL 105.120214 241.249224 \nL 97.036862 241.249224 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_136\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 105.120214 242.6 \nL 113.203566 242.6 \nL 113.203566 239.560754 \nL 105.120214 239.560754 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_137\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 113.203566 242.6 \nL 121.286919 242.6 \nL 121.286919 239.898448 \nL 113.203566 239.898448 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_138\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 121.286919 242.6 \nL 129.370271 242.6 \nL 129.370271 237.196895 \nL 121.286919 237.196895 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_139\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 129.370271 242.6 \nL 137.453624 242.6 \nL 137.453624 237.534589 \nL 129.370271 237.534589 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_140\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 137.453624 242.6 \nL 145.536976 242.6 \nL 145.536976 228.754544 \nL 137.453624 228.754544 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_141\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 145.536976 242.6 \nL 153.620329 242.6 \nL 153.620329 231.118402 \nL 145.536976 231.118402 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_142\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 153.620329 242.6 \nL 161.703681 242.6 \nL 161.703681 222.676051 \nL 153.620329 222.676051 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_143\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 161.703681 242.6 \nL 169.787034 242.6 \nL 169.787034 211.869841 \nL 161.703681 211.869841 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_144\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 169.787034 242.6 \nL 177.870386 242.6 \nL 177.870386 211.532147 \nL 169.787034 211.532147 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_145\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 177.870386 242.6 \nL 185.953739 242.6 \nL 185.953739 195.998221 \nL 177.870386 195.998221 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_146\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 185.953739 242.6 \nL 194.037091 242.6 \nL 194.037091 175.06119 \nL 185.953739 175.06119 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_147\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 194.037091 242.6 \nL 202.120444 242.6 \nL 202.120444 172.021943 \nL 194.037091 172.021943 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_148\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 202.120444 242.6 \nL 210.203796 242.6 \nL 210.203796 206.129042 \nL 202.120444 206.129042 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_149\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 210.203796 242.6 \nL 218.287149 242.6 \nL 218.287149 195.660527 \nL 210.203796 195.660527 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_150\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 218.287149 242.6 \nL 226.370501 242.6 \nL 226.370501 196.673609 \nL 218.287149 196.673609 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_151\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 226.370501 242.6 \nL 234.453853 242.6 \nL 234.453853 175.736578 \nL 226.370501 175.736578 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_152\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 234.453853 242.6 \nL 242.537206 242.6 \nL 242.537206 184.178929 \nL 234.453853 184.178929 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_153\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 242.537206 242.6 \nL 250.620558 242.6 \nL 250.620558 193.634362 \nL 242.537206 193.634362 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_154\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 250.620558 242.6 \nL 258.703911 242.6 \nL 258.703911 183.503541 \nL 250.620558 183.503541 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_155\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 258.703911 242.6 \nL 266.787263 242.6 \nL 266.787263 179.788906 \nL 258.703911 179.788906 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_156\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 266.787263 242.6 \nL 274.870616 242.6 \nL 274.870616 200.725938 \nL 266.787263 200.725938 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_157\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 274.870616 242.6 \nL 282.953968 242.6 \nL 282.953968 205.11596 \nL 274.870616 205.11596 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_158\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 282.953968 242.6 \nL 291.037321 242.6 \nL 291.037321 191.270504 \nL 282.953968 191.270504 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_159\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 291.037321 242.6 \nL 299.120673 242.6 \nL 299.120673 203.089796 \nL 291.037321 203.089796 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_160\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 299.120673 242.6 \nL 307.204026 242.6 \nL 307.204026 209.843677 \nL 299.120673 209.843677 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_161\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 307.204026 242.6 \nL 315.287378 242.6 \nL 315.287378 232.131484 \nL 307.204026 232.131484 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_162\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 315.287378 242.6 \nL 323.370731 242.6 \nL 323.370731 232.131484 \nL 315.287378 232.131484 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_163\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 323.370731 242.6 \nL 331.454083 242.6 \nL 331.454083 224.026827 \nL 323.370731 224.026827 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_164\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 331.454083 242.6 \nL 339.537436 242.6 \nL 339.537436 236.521507 \nL 331.454083 236.521507 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_165\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 339.537436 242.6 \nL 347.620788 242.6 \nL 347.620788 238.547671 \nL 339.537436 238.547671 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_166\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 347.620788 242.6 \nL 355.70414 242.6 \nL 355.70414 234.157649 \nL 347.620788 234.157649 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_167\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 355.70414 242.6 \nL 363.787493 242.6 \nL 363.787493 241.586918 \nL 355.70414 241.586918 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_168\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 363.787493 242.6 \nL 371.870845 242.6 \nL 371.870845 238.885365 \nL 363.787493 238.885365 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_169\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 371.870845 242.6 \nL 379.954198 242.6 \nL 379.954198 239.223059 \nL 371.870845 239.223059 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_170\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 379.954198 242.6 \nL 388.03755 242.6 \nL 388.03755 242.6 \nL 379.954198 242.6 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_171\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 388.03755 242.6 \nL 396.120903 242.6 \nL 396.120903 241.924612 \nL 388.03755 241.924612 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_172\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 396.120903 242.6 \nL 404.204255 242.6 \nL 404.204255 239.898448 \nL 396.120903 239.898448 \nz\n\" style=\"fill:#1f77b4;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_173\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 73.033893 242.6 \nL 81.367207 242.6 \nL 81.367207 242.262306 \nL 73.033893 242.262306 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_174\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 81.367207 242.6 \nL 89.700521 242.6 \nL 89.700521 241.586918 \nL 81.367207 241.586918 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_175\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 89.700521 242.6 \nL 98.033835 242.6 \nL 98.033835 241.924612 \nL 89.700521 241.924612 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_176\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 98.033835 242.6 \nL 106.367149 242.6 \nL 106.367149 238.885365 \nL 98.033835 238.885365 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_177\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 106.367149 242.6 \nL 114.700463 242.6 \nL 114.700463 231.456096 \nL 106.367149 231.456096 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_178\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 114.700463 242.6 \nL 123.033777 242.6 \nL 123.033777 237.872283 \nL 114.700463 237.872283 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_179\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 123.033777 242.6 \nL 131.367091 242.6 \nL 131.367091 237.872283 \nL 123.033777 237.872283 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_180\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 131.367091 242.6 \nL 139.700405 242.6 \nL 139.700405 224.702215 \nL 131.367091 224.702215 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_181\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 139.700405 242.6 \nL 148.033719 242.6 \nL 148.033719 232.469178 \nL 139.700405 232.469178 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_182\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 148.033719 242.6 \nL 156.367033 242.6 \nL 156.367033 217.61064 \nL 148.033719 217.61064 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_183\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 156.367033 242.6 \nL 164.700347 242.6 \nL 164.700347 216.259864 \nL 156.367033 216.259864 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_184\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 164.700347 242.6 \nL 173.033661 242.6 \nL 173.033661 224.702215 \nL 164.700347 224.702215 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_185\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 173.033661 242.6 \nL 181.366975 242.6 \nL 181.366975 208.492901 \nL 173.033661 208.492901 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_186\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 181.366975 242.6 \nL 189.700289 242.6 \nL 189.700289 223.689133 \nL 181.366975 223.689133 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_187\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 189.700289 242.6 \nL 198.033603 242.6 \nL 198.033603 195.998221 \nL 189.700289 195.998221 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_188\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 198.033603 242.6 \nL 206.366917 242.6 \nL 206.366917 161.553428 \nL 198.033603 161.553428 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_189\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 206.366917 242.6 \nL 214.700231 242.6 \nL 214.700231 199.712855 \nL 206.366917 199.712855 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_190\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 214.700231 242.6 \nL 223.033545 242.6 \nL 223.033545 178.100436 \nL 214.700231 178.100436 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_191\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 223.033545 242.6 \nL 231.366859 242.6 \nL 231.366859 191.945892 \nL 223.033545 191.945892 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_192\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 231.366859 242.6 \nL 239.700173 242.6 \nL 239.700173 192.62128 \nL 231.366859 192.62128 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_193\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 239.700173 242.6 \nL 248.033487 242.6 \nL 248.033487 173.372719 \nL 239.700173 173.372719 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_194\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 248.033487 242.6 \nL 256.366801 242.6 \nL 256.366801 166.618838 \nL 248.033487 166.618838 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_195\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 256.366801 242.6 \nL 264.700115 242.6 \nL 264.700115 172.021943 \nL 256.366801 172.021943 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_196\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 264.700115 242.6 \nL 273.033429 242.6 \nL 273.033429 195.322833 \nL 264.700115 195.322833 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_197\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 273.033429 242.6 \nL 281.366743 242.6 \nL 281.366743 199.037467 \nL 273.033429 199.037467 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_198\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 281.366743 242.6 \nL 289.700057 242.6 \nL 289.700057 208.155207 \nL 281.366743 208.155207 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_199\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 289.700057 242.6 \nL 298.033371 242.6 \nL 298.033371 194.647445 \nL 289.700057 194.647445 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_200\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 298.033371 242.6 \nL 306.366685 242.6 \nL 306.366685 222.000663 \nL 298.033371 222.000663 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_201\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 306.366685 242.6 \nL 314.699998 242.6 \nL 314.699998 214.2337 \nL 306.366685 214.2337 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_202\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 314.699998 242.6 \nL 323.033312 242.6 \nL 323.033312 217.61064 \nL 314.699998 217.61064 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_203\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 323.033312 242.6 \nL 331.366626 242.6 \nL 331.366626 233.482261 \nL 323.033312 233.482261 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_204\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 331.366626 242.6 \nL 339.69994 242.6 \nL 339.69994 233.482261 \nL 331.366626 233.482261 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_205\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 339.69994 242.6 \nL 348.033254 242.6 \nL 348.033254 234.833037 \nL 339.69994 234.833037 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_206\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 348.033254 242.6 \nL 356.366568 242.6 \nL 356.366568 235.508425 \nL 348.033254 235.508425 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_207\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 356.366568 242.6 \nL 364.699882 242.6 \nL 364.699882 241.249224 \nL 356.366568 241.249224 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_208\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 364.699882 242.6 \nL 373.033196 242.6 \nL 373.033196 242.262306 \nL 364.699882 242.262306 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_209\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 373.033196 242.6 \nL 381.36651 242.6 \nL 381.36651 241.924612 \nL 373.033196 241.924612 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_210\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 381.36651 242.6 \nL 389.699824 242.6 \nL 389.699824 240.573836 \nL 381.36651 240.573836 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_211\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 389.699824 242.6 \nL 398.033138 242.6 \nL 398.033138 242.262306 \nL 389.699824 242.262306 \nz\n\" style=\"fill:#ff7f0e;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_212\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 64.146875 242.6 \nL 72.957772 242.6 \nL 72.957772 241.924612 \nL 64.146875 241.924612 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_213\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 72.957772 242.6 \nL 81.76867 242.6 \nL 81.76867 242.6 \nL 72.957772 242.6 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_214\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 81.76867 242.6 \nL 90.579567 242.6 \nL 90.579567 241.924612 \nL 81.76867 241.924612 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_215\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 90.579567 242.6 \nL 99.390465 242.6 \nL 99.390465 242.6 \nL 90.579567 242.6 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_216\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 99.390465 242.6 \nL 108.201362 242.6 \nL 108.201362 238.547671 \nL 99.390465 238.547671 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_217\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 108.201362 242.6 \nL 117.01226 242.6 \nL 117.01226 239.560754 \nL 108.201362 239.560754 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_218\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 117.01226 242.6 \nL 125.823157 242.6 \nL 125.823157 236.183813 \nL 117.01226 236.183813 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_219\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 125.823157 242.6 \nL 134.634054 242.6 \nL 134.634054 239.898448 \nL 125.823157 239.898448 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_220\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 134.634054 242.6 \nL 143.444952 242.6 \nL 143.444952 229.092238 \nL 134.634054 229.092238 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_221\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 143.444952 242.6 \nL 152.255849 242.6 \nL 152.255849 217.948334 \nL 143.444952 217.948334 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_222\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 152.255849 242.6 \nL 161.066747 242.6 \nL 161.066747 226.052991 \nL 152.255849 226.052991 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_223\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 161.066747 242.6 \nL 169.877644 242.6 \nL 169.877644 220.649887 \nL 161.066747 220.649887 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_224\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 169.877644 242.6 \nL 178.688542 242.6 \nL 178.688542 209.843677 \nL 169.877644 209.843677 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_225\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 178.688542 242.6 \nL 187.499439 242.6 \nL 187.499439 197.348997 \nL 178.688542 197.348997 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_226\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 187.499439 242.6 \nL 196.310337 242.6 \nL 196.310337 164.930368 \nL 187.499439 164.930368 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_227\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 196.310337 242.6 \nL 205.121234 242.6 \nL 205.121234 199.037467 \nL 196.310337 199.037467 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_228\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 205.121234 242.6 \nL 213.932131 242.6 \nL 213.932131 201.73902 \nL 205.121234 201.73902 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_229\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 213.932131 242.6 \nL 222.743029 242.6 \nL 222.743029 161.891122 \nL 213.932131 161.891122 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_230\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 222.743029 242.6 \nL 231.553926 242.6 \nL 231.553926 150.409524 \nL 222.743029 150.409524 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_231\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 231.553926 242.6 \nL 240.364824 242.6 \nL 240.364824 170.333473 \nL 231.553926 170.333473 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_232\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 240.364824 242.6 \nL 249.175721 242.6 \nL 249.175721 174.723496 \nL 240.364824 174.723496 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_233\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 249.175721 242.6 \nL 257.986619 242.6 \nL 257.986619 207.479819 \nL 249.175721 207.479819 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_234\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 257.986619 242.6 \nL 266.797516 242.6 \nL 266.797516 195.660527 \nL 257.986619 195.660527 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_235\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 266.797516 242.6 \nL 275.608413 242.6 \nL 275.608413 178.43813 \nL 266.797516 178.43813 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_236\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 275.608413 242.6 \nL 284.419311 242.6 \nL 284.419311 200.725938 \nL 275.608413 200.725938 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_237\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 284.419311 242.6 \nL 293.230208 242.6 \nL 293.230208 192.62128 \nL 284.419311 192.62128 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_238\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 293.230208 242.6 \nL 302.041106 242.6 \nL 302.041106 216.935252 \nL 293.230208 216.935252 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_239\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 302.041106 242.6 \nL 310.852003 242.6 \nL 310.852003 213.558312 \nL 302.041106 213.558312 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_240\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 310.852003 242.6 \nL 319.662901 242.6 \nL 319.662901 218.286028 \nL 310.852003 218.286028 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_241\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 319.662901 242.6 \nL 328.473798 242.6 \nL 328.473798 234.157649 \nL 319.662901 234.157649 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_242\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 328.473798 242.6 \nL 337.284696 242.6 \nL 337.284696 228.754544 \nL 328.473798 228.754544 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_243\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 337.284696 242.6 \nL 346.095593 242.6 \nL 346.095593 240.91153 \nL 337.284696 240.91153 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_244\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 346.095593 242.6 \nL 354.90649 242.6 \nL 354.90649 230.443014 \nL 346.095593 230.443014 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_245\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 354.90649 242.6 \nL 363.717388 242.6 \nL 363.717388 239.898448 \nL 354.90649 239.898448 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_246\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 363.717388 242.6 \nL 372.528285 242.6 \nL 372.528285 236.521507 \nL 363.717388 236.521507 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_247\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 372.528285 242.6 \nL 381.339183 242.6 \nL 381.339183 242.6 \nL 372.528285 242.6 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_248\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 381.339183 242.6 \nL 390.15008 242.6 \nL 390.15008 242.262306 \nL 381.339183 242.262306 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_249\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 390.15008 242.6 \nL 398.960978 242.6 \nL 398.960978 241.586918 \nL 390.15008 241.586918 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"patch_250\">\n    <path clip-path=\"url(#p0f15c74df6)\" d=\"M 398.960978 242.6 \nL 407.771875 242.6 \nL 407.771875 240.236142 \nL 398.960978 240.236142 \nz\n\" style=\"fill:#2ca02c;opacity:0.5;\"/>\n   </g>\n   <g id=\"matplotlib.axis_5\">\n    <g id=\"xtick_15\">\n     <g id=\"line2d_24\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"77.583232\" xlink:href=\"#ma0455ab1eb\" y=\"242.6\"/>\n      </g>\n     </g>\n     <g id=\"text_28\">\n      <!-- −3 -->\n      <g transform=\"translate(70.212138 257.198438)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-8722\"/>\n       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-51\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_16\">\n     <g id=\"line2d_25\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"130.096314\" xlink:href=\"#ma0455ab1eb\" y=\"242.6\"/>\n      </g>\n     </g>\n     <g id=\"text_29\">\n      <!-- −2 -->\n      <g transform=\"translate(122.72522 257.198438)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-8722\"/>\n       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-50\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_17\">\n     <g id=\"line2d_26\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"182.609395\" xlink:href=\"#ma0455ab1eb\" y=\"242.6\"/>\n      </g>\n     </g>\n     <g id=\"text_30\">\n      <!-- −1 -->\n      <g transform=\"translate(175.238301 257.198438)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-8722\"/>\n       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-49\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_18\">\n     <g id=\"line2d_27\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"235.122476\" xlink:href=\"#ma0455ab1eb\" y=\"242.6\"/>\n      </g>\n     </g>\n     <g id=\"text_31\">\n      <!-- 0 -->\n      <g transform=\"translate(231.941226 257.198438)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_19\">\n     <g id=\"line2d_28\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"287.635557\" xlink:href=\"#ma0455ab1eb\" y=\"242.6\"/>\n      </g>\n     </g>\n     <g id=\"text_32\">\n      <!-- 1 -->\n      <g transform=\"translate(284.454307 257.198438)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-49\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_20\">\n     <g id=\"line2d_29\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"340.148639\" xlink:href=\"#ma0455ab1eb\" y=\"242.6\"/>\n      </g>\n     </g>\n     <g id=\"text_33\">\n      <!-- 2 -->\n      <g transform=\"translate(336.967389 257.198438)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-50\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_21\">\n     <g id=\"line2d_30\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"392.66172\" xlink:href=\"#ma0455ab1eb\" y=\"242.6\"/>\n      </g>\n     </g>\n     <g id=\"text_34\">\n      <!-- 3 -->\n      <g transform=\"translate(389.48047 257.198438)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-51\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"text_35\">\n     <!-- Parameter2 -->\n     <g transform=\"translate(206.765625 270.876562)scale(0.1 -0.1)\">\n      <use xlink:href=\"#DejaVuSans-80\"/>\n      <use x=\"55.802734\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"117.082031\" xlink:href=\"#DejaVuSans-114\"/>\n      <use x=\"158.195312\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"219.474609\" xlink:href=\"#DejaVuSans-109\"/>\n      <use x=\"316.886719\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"378.410156\" xlink:href=\"#DejaVuSans-116\"/>\n      <use x=\"417.619141\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"479.142578\" xlink:href=\"#DejaVuSans-114\"/>\n      <use x=\"520.255859\" xlink:href=\"#DejaVuSans-50\"/>\n     </g>\n    </g>\n   </g>\n   <g id=\"matplotlib.axis_6\">\n    <g id=\"ytick_7\">\n     <g id=\"line2d_31\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"46.965625\" xlink:href=\"#m7e8c752ba1\" y=\"242.6\"/>\n      </g>\n     </g>\n     <g id=\"text_36\">\n      <!-- 0 -->\n      <g transform=\"translate(33.603125 246.399219)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_8\">\n     <g id=\"line2d_32\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"46.965625\" xlink:href=\"#m7e8c752ba1\" y=\"208.830595\"/>\n      </g>\n     </g>\n     <g id=\"text_37\">\n      <!-- 100 -->\n      <g transform=\"translate(20.878125 212.629814)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_9\">\n     <g id=\"line2d_33\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"46.965625\" xlink:href=\"#m7e8c752ba1\" y=\"175.06119\"/>\n      </g>\n     </g>\n     <g id=\"text_38\">\n      <!-- 200 -->\n      <g transform=\"translate(20.878125 178.860408)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-50\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"text_39\">\n     <!-- Frequency -->\n     <g transform=\"translate(14.798438 220.029687)rotate(-90)scale(0.1 -0.1)\">\n      <use xlink:href=\"#DejaVuSans-70\"/>\n      <use x=\"50.269531\" xlink:href=\"#DejaVuSans-114\"/>\n      <use x=\"89.132812\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"150.65625\" xlink:href=\"#DejaVuSans-113\"/>\n      <use x=\"214.132812\" xlink:href=\"#DejaVuSans-117\"/>\n      <use x=\"277.511719\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"339.035156\" xlink:href=\"#DejaVuSans-110\"/>\n      <use x=\"402.414062\" xlink:href=\"#DejaVuSans-99\"/>\n      <use x=\"457.394531\" xlink:href=\"#DejaVuSans-121\"/>\n     </g>\n    </g>\n   </g>\n   <g id=\"patch_251\">\n    <path d=\"M 46.965625 242.6 \nL 46.965625 145.8 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_252\">\n    <path d=\"M 424.953125 242.6 \nL 424.953125 145.8 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_253\">\n    <path d=\"M 46.965625 242.6 \nL 424.953125 242.6 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_254\">\n    <path d=\"M 46.965625 145.8 \nL 424.953125 145.8 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n  </g>\n  <g id=\"axes_4\">\n   <g id=\"patch_255\">\n    <path d=\"M 471.503125 242.6 \nL 849.490625 242.6 \nL 849.490625 145.8 \nL 471.503125 145.8 \nz\n\" style=\"fill:#ffffff;\"/>\n   </g>\n   <g id=\"matplotlib.axis_7\">\n    <g id=\"xtick_22\">\n     <g id=\"line2d_34\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"488.684375\" xlink:href=\"#ma0455ab1eb\" y=\"242.6\"/>\n      </g>\n     </g>\n     <g id=\"text_40\">\n      <!-- 0 -->\n      <g transform=\"translate(485.503125 257.198438)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_23\">\n     <g id=\"line2d_35\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"545.974305\" xlink:href=\"#ma0455ab1eb\" y=\"242.6\"/>\n      </g>\n     </g>\n     <g id=\"text_41\">\n      <!-- 500 -->\n      <g transform=\"translate(536.430555 257.198438)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-53\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_24\">\n     <g id=\"line2d_36\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"603.264235\" xlink:href=\"#ma0455ab1eb\" y=\"242.6\"/>\n      </g>\n     </g>\n     <g id=\"text_42\">\n      <!-- 1000 -->\n      <g transform=\"translate(590.539235 257.198438)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_25\">\n     <g id=\"line2d_37\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"660.554165\" xlink:href=\"#ma0455ab1eb\" y=\"242.6\"/>\n      </g>\n     </g>\n     <g id=\"text_43\">\n      <!-- 1500 -->\n      <g transform=\"translate(647.829165 257.198438)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_26\">\n     <g id=\"line2d_38\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"717.844095\" xlink:href=\"#ma0455ab1eb\" y=\"242.6\"/>\n      </g>\n     </g>\n     <g id=\"text_44\">\n      <!-- 2000 -->\n      <g transform=\"translate(705.119095 257.198438)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-50\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_27\">\n     <g id=\"line2d_39\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"775.134025\" xlink:href=\"#ma0455ab1eb\" y=\"242.6\"/>\n      </g>\n     </g>\n     <g id=\"text_45\">\n      <!-- 2500 -->\n      <g transform=\"translate(762.409025 257.198438)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-50\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_28\">\n     <g id=\"line2d_40\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"832.423955\" xlink:href=\"#ma0455ab1eb\" y=\"242.6\"/>\n      </g>\n     </g>\n     <g id=\"text_46\">\n      <!-- 3000 -->\n      <g transform=\"translate(819.698955 257.198438)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-51\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"text_47\">\n     <!-- Iteration -->\n     <g transform=\"translate(639.288281 270.876562)scale(0.1 -0.1)\">\n      <use xlink:href=\"#DejaVuSans-73\"/>\n      <use x=\"29.492188\" xlink:href=\"#DejaVuSans-116\"/>\n      <use x=\"68.701172\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"130.224609\" xlink:href=\"#DejaVuSans-114\"/>\n      <use x=\"171.337891\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"232.617188\" xlink:href=\"#DejaVuSans-116\"/>\n      <use x=\"271.826172\" xlink:href=\"#DejaVuSans-105\"/>\n      <use x=\"299.609375\" xlink:href=\"#DejaVuSans-111\"/>\n      <use x=\"360.791016\" xlink:href=\"#DejaVuSans-110\"/>\n     </g>\n    </g>\n   </g>\n   <g id=\"matplotlib.axis_8\">\n    <g id=\"ytick_10\">\n     <g id=\"line2d_41\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"471.503125\" xlink:href=\"#m7e8c752ba1\" y=\"224.021882\"/>\n      </g>\n     </g>\n     <g id=\"text_48\">\n      <!-- −2 -->\n      <g transform=\"translate(449.760938 227.821101)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-8722\"/>\n       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-50\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_11\">\n     <g id=\"line2d_42\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"471.503125\" xlink:href=\"#m7e8c752ba1\" y=\"194.435756\"/>\n      </g>\n     </g>\n     <g id=\"text_49\">\n      <!-- 0 -->\n      <g transform=\"translate(458.140625 198.234975)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_12\">\n     <g id=\"line2d_43\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"471.503125\" xlink:href=\"#m7e8c752ba1\" y=\"164.84963\"/>\n      </g>\n     </g>\n     <g id=\"text_50\">\n      <!-- 2 -->\n      <g transform=\"translate(458.140625 168.648849)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-50\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"text_51\">\n     <!-- Parameter2 -->\n     <g transform=\"translate(443.68125 223.39375)rotate(-90)scale(0.1 -0.1)\">\n      <use xlink:href=\"#DejaVuSans-80\"/>\n      <use x=\"55.802734\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"117.082031\" xlink:href=\"#DejaVuSans-114\"/>\n      <use x=\"158.195312\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"219.474609\" xlink:href=\"#DejaVuSans-109\"/>\n      <use x=\"316.886719\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"378.410156\" xlink:href=\"#DejaVuSans-116\"/>\n      <use x=\"417.619141\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"479.142578\" xlink:href=\"#DejaVuSans-114\"/>\n      <use x=\"520.255859\" xlink:href=\"#DejaVuSans-50\"/>\n     </g>\n    </g>\n   </g>\n   <g id=\"line2d_44\">\n    <path clip-path=\"url(#p302bbb1ed1)\" d=\"M 488.684375 213.84459 \nL 489.028115 213.84459 \nL 489.142694 168.301566 \nL 489.486434 168.301566 \nL 489.601014 175.835406 \nL 489.715594 175.835406 \nL 489.830174 205.956449 \nL 490.059333 205.956449 \nL 490.173913 190.995701 \nL 490.975972 190.995701 \nL 491.090552 212.357654 \nL 492.236351 212.357654 \nL 492.46551 198.300123 \nL 492.58009 198.300123 \nL 492.69467 198.803558 \nL 492.80925 181.179251 \nL 493.15299 181.179251 \nL 493.267569 170.589271 \nL 493.611309 217.00377 \nL 493.725889 217.00377 \nL 493.840469 186.772221 \nL 494.642528 186.772221 \nL 494.757108 191.348215 \nL 495.100847 191.348215 \nL 495.215427 175.116753 \nL 496.704965 175.116753 \nL 496.819545 181.066955 \nL 497.392444 181.066955 \nL 497.507024 210.876869 \nL 497.965344 210.876869 \nL 498.079924 200.951278 \nL 498.767403 200.951278 \nL 498.881983 214.053304 \nL 499.111142 214.053304 \nL 499.225722 174.355221 \nL 500.256941 174.355221 \nL 500.371521 177.313979 \nL 500.94442 177.313979 \nL 501.059 190.199341 \nL 502.548538 190.199341 \nL 502.663118 190.491062 \nL 502.777698 209.803788 \nL 504.038076 209.803788 \nL 504.152656 193.905122 \nL 504.267236 193.905122 \nL 504.381816 187.825607 \nL 504.496396 198.339566 \nL 504.610976 198.339566 \nL 504.725555 185.976243 \nL 505.298455 185.976243 \nL 505.413035 225.378793 \nL 505.527614 225.378793 \nL 505.642194 200.607985 \nL 505.756774 204.638949 \nL 507.360892 204.638949 \nL 507.475472 177.427153 \nL 507.819212 226.392499 \nL 507.933791 178.596905 \nL 508.048371 231.405824 \nL 508.162951 231.405824 \nL 508.277531 210.989962 \nL 508.392111 210.989962 \nL 508.506691 196.73269 \nL 508.73585 196.73269 \nL 508.85043 169.431899 \nL 509.881649 169.431899 \nL 509.996229 202.645448 \nL 511.600347 202.645448 \nL 511.714927 190.570125 \nL 512.402406 190.570125 \nL 512.516986 186.270675 \nL 514.464843 186.294467 \nL 514.579423 188.872394 \nL 516.068962 188.872394 \nL 516.183541 193.140147 \nL 516.9856 193.140147 \nL 517.10018 186.753615 \nL 517.44392 186.753615 \nL 517.67308 209.887436 \nL 519.048038 209.887436 \nL 519.162618 189.417082 \nL 519.964677 189.417082 \nL 520.193836 206.35061 \nL 520.308416 206.35061 \nL 520.422996 178.919439 \nL 520.537576 207.066814 \nL 520.881316 207.066814 \nL 520.995896 185.479245 \nL 521.454215 185.479245 \nL 521.568795 201.068243 \nL 521.797955 201.429411 \nL 522.027114 184.259681 \nL 522.141694 176.974598 \nL 523.058333 176.974598 \nL 523.172913 217.469579 \nL 523.287493 217.644911 \nL 523.402073 218.025861 \nL 523.516652 216.570502 \nL 523.860392 216.570502 \nL 523.974972 200.249325 \nL 524.089552 200.249325 \nL 524.204132 180.591975 \nL 524.777031 180.591975 \nL 524.891611 176.808089 \nL 525.46451 176.808089 \nL 525.57909 185.819426 \nL 525.69367 185.819426 \nL 525.80825 175.04935 \nL 525.922829 185.476826 \nL 526.381149 185.476826 \nL 526.495729 188.745489 \nL 526.839468 188.745489 \nL 526.954048 213.856551 \nL 527.068628 213.856551 \nL 527.183208 214.658351 \nL 527.297788 220.119495 \nL 527.641527 220.119495 \nL 527.756107 225.034849 \nL 527.985267 177.002405 \nL 528.443586 177.002405 \nL 528.558166 180.448243 \nL 528.672746 204.752694 \nL 529.818545 204.752694 \nL 529.933125 162.302804 \nL 530.047704 180.121244 \nL 531.308083 180.121244 \nL 531.422663 175.96519 \nL 531.766402 175.96519 \nL 531.880982 179.834203 \nL 532.339302 179.834203 \nL 532.568461 179.608545 \nL 534.172579 179.558315 \nL 534.287159 156.206105 \nL 534.860059 156.206105 \nL 534.974638 157.031925 \nL 535.089218 203.975306 \nL 536.005857 203.975306 \nL 536.120437 188.117584 \nL 538.068295 188.117584 \nL 538.182874 211.16882 \nL 538.412034 211.16882 \nL 538.526614 195.078453 \nL 539.557833 195.078453 \nL 539.672413 206.919123 \nL 540.474472 206.919123 \nL 540.589052 210.619024 \nL 540.703631 174.637298 \nL 541.047371 174.637298 \nL 541.161951 222.007154 \nL 541.276531 197.539069 \nL 541.62027 197.539069 \nL 541.73485 176.801973 \nL 541.96401 176.801973 \nL 542.07859 175.280973 \nL 542.19317 205.934492 \nL 543.224388 205.934492 \nL 543.338968 206.213088 \nL 543.453548 173.605627 \nL 543.682708 173.605627 \nL 543.797288 176.30912 \nL 544.255607 176.30912 \nL 544.370187 214.552155 \nL 544.713927 214.552155 \nL 544.828506 208.509043 \nL 545.057666 208.509043 \nL 545.172246 179.585538 \nL 545.401406 179.585538 \nL 545.515986 169.250962 \nL 545.630565 169.250962 \nL 545.745145 188.488856 \nL 546.890944 188.488856 \nL 547.005524 181.206674 \nL 547.120104 220.565496 \nL 547.349263 220.565496 \nL 547.463843 198.605743 \nL 548.036742 198.605743 \nL 548.151322 208.272758 \nL 548.265902 204.067069 \nL 549.182541 204.067069 \nL 549.297121 207.781644 \nL 551.015819 207.781644 \nL 551.130399 196.234268 \nL 551.817878 196.234268 \nL 552.047038 214.460994 \nL 552.276197 214.460994 \nL 552.390777 215.711619 \nL 553.192836 215.711619 \nL 553.307416 204.975183 \nL 553.421996 204.975183 \nL 553.536576 234.59968 \nL 553.651156 226.452133 \nL 553.765735 176.616862 \nL 553.994895 176.616862 \nL 554.109475 180.825023 \nL 554.224055 192.395786 \nL 554.338635 192.395786 \nL 554.453215 192.930585 \nL 556.744812 192.930585 \nL 556.859392 190.737704 \nL 557.088551 190.737704 \nL 557.203131 193.580026 \nL 557.89061 193.580026 \nL 558.00519 215.554241 \nL 558.57809 215.554241 \nL 558.692669 201.970811 \nL 558.807249 201.970811 \nL 558.921829 197.529529 \nL 559.036409 211.619413 \nL 559.150989 211.619413 \nL 559.265569 186.637163 \nL 559.494728 186.637163 \nL 559.609308 181.035706 \nL 559.953048 181.035706 \nL 560.067628 178.815624 \nL 560.182208 199.841867 \nL 560.411367 200.267005 \nL 561.442586 200.267005 \nL 561.557166 186.718773 \nL 561.671746 196.789095 \nL 561.786326 187.082324 \nL 561.900906 187.082324 \nL 562.015485 194.284662 \nL 562.702965 194.284662 \nL 562.817544 173.103198 \nL 562.932124 173.103198 \nL 563.046704 175.658352 \nL 563.161284 175.658352 \nL 563.275864 162.573701 \nL 563.963343 162.573701 \nL 564.077923 182.822571 \nL 564.536242 182.822571 \nL 564.650822 174.837848 \nL 564.765402 197.929355 \nL 564.879982 197.929355 \nL 564.994562 195.889641 \nL 565.109142 195.889641 \nL 565.223721 206.726237 \nL 565.452881 206.726237 \nL 565.567461 184.001883 \nL 565.682041 198.65084 \nL 566.14036 198.65084 \nL 566.25494 177.787473 \nL 566.36952 177.787473 \nL 566.4841 169.500813 \nL 568.775697 169.500813 \nL 568.890277 175.248397 \nL 569.004857 161.533447 \nL 569.234017 161.533447 \nL 569.348596 146.805007 \nL 569.463176 146.805007 \nL 569.577756 180.418664 \nL 569.692336 171.247742 \nL 569.806916 171.247742 \nL 569.921496 162.706583 \nL 570.036076 162.706583 \nL 570.150655 183.832727 \nL 570.379815 183.832727 \nL 570.494395 214.179298 \nL 570.608975 187.102811 \nL 571.640194 187.102811 \nL 571.754773 208.269385 \nL 572.671412 208.269385 \nL 572.785992 184.212686 \nL 573.358892 184.212686 \nL 573.473471 178.367235 \nL 573.588051 178.367235 \nL 573.702631 179.477778 \nL 573.931791 179.477778 \nL 574.046371 176.366806 \nL 574.160951 176.366806 \nL 574.39011 199.256571 \nL 574.50469 209.389935 \nL 575.306749 209.389935 \nL 575.650489 184.035598 \nL 577.598346 184.035598 \nL 577.712926 169.574431 \nL 577.827506 169.574431 \nL 577.942086 171.421521 \nL 578.285825 171.421521 \nL 578.400405 204.667327 \nL 578.744145 204.667327 \nL 578.858725 194.276696 \nL 579.317044 194.276696 \nL 579.431624 210.54273 \nL 579.889944 210.54273 \nL 580.004523 203.773369 \nL 580.119103 179.452584 \nL 580.348263 179.452584 \nL 580.462843 204.706112 \nL 580.577423 193.788289 \nL 583.327339 193.788289 \nL 583.441919 186.096245 \nL 583.671079 186.096245 \nL 583.785659 198.004777 \nL 583.900239 198.004777 \nL 584.014818 207.234324 \nL 584.243978 207.234324 \nL 584.358558 190.03602 \nL 585.275197 190.03602 \nL 585.389777 200.082904 \nL 585.504357 199.136014 \nL 585.733516 199.136014 \nL 585.848096 167.262012 \nL 585.962676 183.853135 \nL 586.420996 183.853135 \nL 586.535575 193.258665 \nL 586.650155 193.258665 \nL 586.764735 179.155944 \nL 588.139693 179.155944 \nL 588.254273 189.003912 \nL 588.483433 189.003912 \nL 588.598013 182.789899 \nL 588.712593 182.789899 \nL 588.827173 166.255848 \nL 589.056332 166.255848 \nL 589.170912 219.350274 \nL 589.285492 212.935446 \nL 589.629232 212.935446 \nL 589.858391 195.114159 \nL 591.23335 195.114159 \nL 591.34793 203.294721 \nL 591.577089 203.294721 \nL 591.691669 191.055953 \nL 591.806249 191.055953 \nL 591.920829 193.834803 \nL 592.264568 193.834803 \nL 592.379148 205.152083 \nL 592.608308 205.152083 \nL 592.722888 197.377151 \nL 592.837468 197.377151 \nL 592.952048 181.214125 \nL 593.754107 181.214125 \nL 593.868686 183.666513 \nL 594.097846 206.48118 \nL 594.441586 206.48118 \nL 594.556166 174.223012 \nL 594.670745 193.605776 \nL 595.129065 193.605776 \nL 595.243645 175.73086 \nL 596.847763 175.73086 \nL 596.962343 205.414794 \nL 597.076923 205.414794 \nL 597.191502 178.540442 \nL 597.420662 178.540442 \nL 597.535242 193.287641 \nL 597.649822 193.287641 \nL 597.764402 189.254586 \nL 597.993561 189.254586 \nL 598.108141 197.332289 \nL 599.4831 197.332289 \nL 599.597679 194.157085 \nL 599.712259 194.157085 \nL 599.826839 197.171402 \nL 600.170579 197.171402 \nL 600.285159 190.190491 \nL 600.628898 190.190491 \nL 600.743478 188.593703 \nL 600.858058 188.593703 \nL 600.972638 187.648813 \nL 601.087218 187.648813 \nL 601.201797 195.702207 \nL 601.316377 195.702207 \nL 601.430957 177.921082 \nL 601.545537 211.853263 \nL 601.660117 211.853263 \nL 601.774697 214.097452 \nL 601.889277 214.097452 \nL 602.003856 223.792814 \nL 602.118436 191.513259 \nL 603.607975 191.513259 \nL 603.722554 209.050745 \nL 604.295454 209.050745 \nL 604.410034 166.31125 \nL 604.639193 166.31125 \nL 604.753773 176.57371 \nL 604.868353 160.920637 \nL 604.982933 160.920637 \nL 605.097513 186.353131 \nL 605.212093 186.353131 \nL 605.441252 186.468834 \nL 605.784992 186.468834 \nL 605.899572 197.940965 \nL 606.128731 197.940965 \nL 606.243311 187.538743 \nL 606.93079 187.538743 \nL 607.04537 186.82026 \nL 607.15995 180.122039 \nL 607.27453 185.490885 \nL 608.191169 185.490885 \nL 608.305749 199.64049 \nL 608.420329 199.64049 \nL 608.534909 220.641109 \nL 608.649488 220.641109 \nL 608.764068 211.400904 \nL 608.878648 216.722762 \nL 608.993228 216.722762 \nL 609.222388 171.022749 \nL 609.336968 205.106252 \nL 609.909867 205.106252 \nL 610.024447 180.805438 \nL 610.253606 180.805438 \nL 610.368186 210.711324 \nL 610.597346 182.355076 \nL 611.743145 182.355076 \nL 611.857724 181.886534 \nL 611.972304 178.47177 \nL 613.232683 178.47177 \nL 613.347263 192.483153 \nL 613.576422 192.483153 \nL 613.691002 186.409169 \nL 614.149322 186.409169 \nL 614.263902 203.150073 \nL 614.378481 203.150073 \nL 614.493061 221.847012 \nL 614.607641 215.357833 \nL 615.18054 215.357833 \nL 615.29512 219.434632 \nL 615.52428 219.434632 \nL 615.63886 228.621529 \nL 615.75344 216.444318 \nL 615.86802 182.747849 \nL 615.982599 182.747849 \nL 616.097179 198.415668 \nL 616.899238 198.415668 \nL 617.013818 209.169153 \nL 617.815877 209.169153 \nL 617.930457 187.946415 \nL 618.045037 187.946415 \nL 618.159617 193.752083 \nL 619.763735 193.752083 \nL 619.878315 206.759494 \nL 620.680374 206.759494 \nL 620.794954 177.731831 \nL 621.024113 177.731831 \nL 621.138693 180.915359 \nL 622.284492 180.915359 \nL 622.399072 209.035073 \nL 623.54487 209.035073 \nL 623.77403 202.424206 \nL 624.117769 202.424206 \nL 624.232349 182.845488 \nL 624.805249 182.845488 \nL 624.919828 202.805839 \nL 625.034408 191.450318 \nL 625.148988 191.450318 \nL 625.263568 197.180964 \nL 625.721888 197.180964 \nL 625.836467 200.233836 \nL 626.753106 200.233836 \nL 626.867686 186.831577 \nL 627.555165 186.831577 \nL 627.669745 197.628002 \nL 628.128065 197.628002 \nL 628.242644 202.673464 \nL 628.357224 202.170083 \nL 628.471804 202.170083 \nL 628.586384 171.487716 \nL 629.617603 171.487716 \nL 629.732183 204.090891 \nL 629.846762 176.393125 \nL 630.075922 176.393125 \nL 630.190502 181.720045 \nL 630.305082 175.187622 \nL 630.419662 221.175754 \nL 630.534242 221.175754 \nL 630.648821 225.777404 \nL 631.221721 225.777404 \nL 631.336301 196.621992 \nL 631.450881 202.248481 \nL 631.79462 202.248481 \nL 631.9092 174.574251 \nL 632.02378 210.162068 \nL 632.13836 186.224437 \nL 632.367519 186.224437 \nL 632.482099 221.463235 \nL 632.596679 201.247722 \nL 633.054999 201.247722 \nL 633.169578 207.965677 \nL 635.461176 207.965677 \nL 635.575755 183.366905 \nL 636.377814 183.264628 \nL 636.492394 206.119012 \nL 638.211092 206.119012 \nL 638.325672 185.15275 \nL 638.440252 185.15275 \nL 638.554832 204.863574 \nL 639.586051 204.863574 \nL 639.70063 204.55074 \nL 639.81521 211.196787 \nL 639.92979 230.133646 \nL 640.38811 230.133646 \nL 640.617269 191.975001 \nL 640.731849 193.772373 \nL 641.533908 193.772373 \nL 641.648488 188.163327 \nL 643.023446 188.163327 \nL 643.252606 221.282379 \nL 643.367186 221.282379 \nL 643.596346 169.016185 \nL 643.940085 169.016185 \nL 644.054665 176.634661 \nL 644.971304 176.634661 \nL 645.200464 200.124357 \nL 645.315044 206.192828 \nL 646.002523 206.192828 \nL 646.117103 207.882758 \nL 647.377481 207.882758 \nL 647.492061 181.883163 \nL 647.606641 204.321655 \nL 648.4087 204.321655 \nL 648.52328 191.569495 \nL 648.637859 192.141958 \nL 648.867019 192.141958 \nL 648.981599 185.288112 \nL 649.210759 185.288112 \nL 649.325339 163.356566 \nL 649.439919 222.624727 \nL 649.554498 222.624727 \nL 649.669078 187.009827 \nL 649.783658 187.009827 \nL 649.898238 187.487239 \nL 650.241978 187.487239 \nL 650.356557 204.351202 \nL 651.502356 204.351202 \nL 651.616936 194.788526 \nL 651.960675 194.788526 \nL 652.075255 205.33497 \nL 653.106474 205.33497 \nL 653.221054 220.150192 \nL 653.908533 220.150192 \nL 654.023113 215.877842 \nL 654.366852 215.877842 \nL 654.481432 211.177719 \nL 654.596012 211.177719 \nL 654.710592 230.489878 \nL 654.825172 219.029882 \nL 655.741811 219.029882 \nL 655.856391 211.823838 \nL 655.970971 211.823838 \nL 656.08555 174.853666 \nL 656.31471 174.853666 \nL 656.42929 169.341463 \nL 656.887609 169.341463 \nL 657.002189 174.940147 \nL 657.345929 174.940147 \nL 657.460509 191.219815 \nL 658.377148 191.219815 \nL 658.491727 190.368907 \nL 658.950047 190.368907 \nL 659.179207 226.283963 \nL 659.293786 197.856808 \nL 659.637526 197.856808 \nL 659.752106 185.200048 \nL 659.866686 213.524419 \nL 659.981266 213.524419 \nL 660.095845 168.927242 \nL 660.554165 168.927242 \nL 660.668745 164.265879 \nL 660.897905 164.265879 \nL 661.012484 186.296784 \nL 661.356224 186.296784 \nL 661.470804 194.341915 \nL 661.929123 194.341915 \nL 662.043703 190.165354 \nL 662.387443 190.165354 \nL 662.502023 178.7015 \nL 663.304082 178.7015 \nL 663.418661 214.125846 \nL 663.647821 214.125846 \nL 663.762401 183.550905 \nL 664.106141 183.550905 \nL 664.22072 215.789451 \nL 664.3353 192.192788 \nL 664.44988 209.46799 \nL 664.56446 209.46799 \nL 664.67904 177.592152 \nL 664.79362 205.730043 \nL 665.595679 205.730043 \nL 665.710259 184.513662 \nL 666.741477 184.513662 \nL 666.856057 176.447166 \nL 668.918495 176.447166 \nL 669.033075 217.869021 \nL 669.147654 206.843474 \nL 669.376814 206.843474 \nL 669.491394 192.305805 \nL 669.605974 192.305805 \nL 669.720554 207.756824 \nL 669.835134 207.756824 \nL 669.949713 180.047382 \nL 670.064293 180.047382 \nL 670.178873 196.494111 \nL 670.408033 196.494111 \nL 670.522613 173.76438 \nL 670.637193 194.464363 \nL 671.324672 194.464363 \nL 671.439252 209.998223 \nL 671.553831 209.998223 \nL 671.668411 194.695432 \nL 672.012151 194.695432 \nL 672.126731 179.653616 \nL 673.501689 179.653616 \nL 673.616269 197.591751 \nL 674.303748 197.591751 \nL 674.418328 201.554869 \nL 674.762068 201.554869 \nL 674.876647 191.418932 \nL 675.678706 191.418932 \nL 675.793286 195.455392 \nL 677.970304 195.455392 \nL 678.084884 207.002804 \nL 679.918161 207.002804 \nL 680.032741 189.398592 \nL 680.147321 189.398592 \nL 680.261901 190.371361 \nL 680.72022 190.371361 \nL 680.8348 203.577828 \nL 680.94938 194.67132 \nL 681.06396 194.67132 \nL 681.17854 165.97414 \nL 681.636859 165.97414 \nL 681.751439 206.622702 \nL 681.866019 206.622702 \nL 681.980599 224.923876 \nL 682.095179 214.549482 \nL 682.209758 214.549482 \nL 682.324338 179.610263 \nL 682.438918 196.362185 \nL 682.668078 196.362185 \nL 682.782658 193.145446 \nL 682.897238 197.063575 \nL 683.126397 197.063575 \nL 683.240977 204.996612 \nL 683.699297 204.996612 \nL 683.813877 203.748642 \nL 684.272196 203.748642 \nL 684.386776 192.436156 \nL 684.615936 192.436156 \nL 684.730515 208.36626 \nL 684.845095 208.36626 \nL 684.959675 173.714437 \nL 685.188835 173.714437 \nL 685.303415 185.32074 \nL 685.417995 185.32074 \nL 685.532574 174.834969 \nL 685.647154 177.03954 \nL 685.761734 177.03954 \nL 685.876314 170.250325 \nL 685.990894 170.250325 \nL 686.105474 221.401239 \nL 686.334633 221.401239 \nL 686.449213 175.827455 \nL 686.563793 197.913152 \nL 686.678373 183.267926 \nL 686.907533 183.267926 \nL 687.022113 235.611911 \nL 687.136692 235.611911 \nL 687.251272 210.537209 \nL 688.282491 210.537209 \nL 688.397071 203.356079 \nL 688.511651 183.638461 \nL 688.626231 183.638461 \nL 688.74081 215.532831 \nL 689.42829 215.532831 \nL 689.542869 200.159532 \nL 689.886609 200.159532 \nL 690.001189 186.848413 \nL 690.230349 186.850081 \nL 690.344929 165.830591 \nL 690.459508 181.131666 \nL 691.032408 181.131666 \nL 691.146988 216.797035 \nL 691.261567 210.038678 \nL 691.376147 210.038678 \nL 691.490727 154.887633 \nL 691.949047 154.887633 \nL 692.063626 229.914567 \nL 692.292786 229.914567 \nL 692.407366 177.308497 \nL 692.521946 195.259951 \nL 692.636526 195.259951 \nL 692.751106 200.129691 \nL 693.094845 200.129691 \nL 693.209425 200.914754 \nL 696.761401 200.914754 \nL 696.99056 200.636109 \nL 697.21972 200.636109 \nL 697.3343 196.523508 \nL 698.250939 196.523508 \nL 698.365519 187.820118 \nL 699.855057 187.820118 \nL 700.084217 174.024936 \nL 701.230015 174.024936 \nL 701.459175 207.812402 \nL 701.573755 207.812402 \nL 701.688335 214.312355 \nL 702.032074 214.312355 \nL 702.146654 174.572277 \nL 702.490394 174.572277 \nL 702.604974 195.477205 \nL 703.521612 195.477205 \nL 703.636192 180.226726 \nL 703.979932 180.226726 \nL 704.094512 207.013385 \nL 704.552831 207.013385 \nL 704.667411 201.902627 \nL 704.781991 201.902627 \nL 704.896571 225.423066 \nL 705.011151 195.554205 \nL 706.500689 195.554205 \nL 706.615269 223.633517 \nL 706.959008 223.633517 \nL 707.073588 228.198856 \nL 707.302748 228.198856 \nL 707.417328 206.04902 \nL 707.990227 206.04902 \nL 708.104807 190.962072 \nL 708.219387 234.207695 \nL 709.365185 234.207695 \nL 709.479765 213.743594 \nL 710.052664 213.743594 \nL 710.167244 200.286427 \nL 710.281824 200.286427 \nL 710.396404 215.662216 \nL 710.510984 202.130661 \nL 711.198463 202.130661 \nL 711.313043 168.415879 \nL 711.427623 209.708149 \nL 711.542203 181.290452 \nL 712.000522 181.290452 \nL 712.115102 196.303295 \nL 715.667078 196.303295 \nL 715.781657 182.197921 \nL 715.896237 182.197921 \nL 716.010817 211.643167 \nL 716.239977 211.643167 \nL 716.354557 194.347721 \nL 717.042036 194.347721 \nL 717.156616 197.928103 \nL 717.958675 197.928103 \nL 718.073255 210.079531 \nL 718.187834 210.079531 \nL 718.302414 185.662001 \nL 718.416994 185.662001 \nL 718.531574 187.381458 \nL 718.646154 187.381458 \nL 718.760734 215.097 \nL 719.219053 215.097 \nL 719.333633 196.88788 \nL 719.562793 196.88788 \nL 719.677373 200.375137 \nL 719.906532 200.375137 \nL 720.021112 192.671264 \nL 720.135692 208.559334 \nL 720.364852 208.559334 \nL 720.479432 179.18887 \nL 720.594012 219.914817 \nL 720.708591 220.735763 \nL 720.823171 220.735763 \nL 720.937751 190.281029 \nL 721.396071 190.281029 \nL 721.51065 208.97813 \nL 722.771029 208.97813 \nL 722.885609 179.536547 \nL 724.031407 179.536547 \nL 724.145987 204.901769 \nL 725.750105 204.901769 \nL 725.864685 201.208928 \nL 726.323005 201.208928 \nL 726.437584 212.520782 \nL 726.666744 212.520782 \nL 726.781324 204.533177 \nL 727.125064 204.533177 \nL 727.354223 235.313585 \nL 727.468803 235.313585 \nL 727.583383 200.111726 \nL 728.156282 200.111726 \nL 728.270862 201.302367 \nL 728.385442 201.302367 \nL 728.500022 209.061606 \nL 728.729182 209.061606 \nL 728.843761 201.04061 \nL 729.302081 201.04061 \nL 729.416661 204.269544 \nL 730.10414 204.297352 \nL 730.21872 205.492271 \nL 730.791619 205.492271 \nL 730.906199 190.61651 \nL 731.822838 190.61651 \nL 731.937418 196.267531 \nL 732.281157 196.267531 \nL 732.395737 177.418081 \nL 732.854057 177.418081 \nL 732.968636 159.87821 \nL 733.197796 159.87821 \nL 733.312376 171.869973 \nL 733.885275 171.869973 \nL 734.229015 209.151821 \nL 735.031074 209.151821 \nL 735.145654 205.538785 \nL 735.374813 205.538785 \nL 735.489393 189.345956 \nL 735.833133 189.345956 \nL 735.947713 207.416996 \nL 736.176872 207.416996 \nL 736.406032 207.659345 \nL 736.520612 210.264524 \nL 737.551831 210.264524 \nL 737.666411 174.288981 \nL 737.780991 174.288981 \nL 737.89557 188.209892 \nL 738.697629 188.209892 \nL 738.926789 212.419065 \nL 739.728848 212.419065 \nL 739.843428 199.038409 \nL 740.187168 199.038409 \nL 740.301747 182.698678 \nL 740.645487 182.698678 \nL 740.874647 211.911742 \nL 741.332966 211.911742 \nL 741.447546 216.588302 \nL 741.676706 156.729732 \nL 741.791286 150.813397 \nL 741.905865 150.813397 \nL 742.020445 158.042015 \nL 742.249605 158.042015 \nL 742.364185 166.229163 \nL 742.478765 166.229163 \nL 742.593345 161.827077 \nL 743.395404 161.827077 \nL 743.624563 224.159426 \nL 743.968303 224.159426 \nL 744.082883 213.88188 \nL 745.916161 213.88188 \nL 746.03074 174.906359 \nL 746.14532 180.415388 \nL 746.60364 180.415388 \nL 746.71822 205.863272 \nL 748.322338 205.863272 \nL 748.436918 210.277237 \nL 748.551497 199.950251 \nL 749.009817 199.950251 \nL 749.238977 174.406987 \nL 749.353556 174.406987 \nL 749.468136 200.259141 \nL 749.582716 200.259141 \nL 749.697296 206.997225 \nL 750.613935 206.997225 \nL 750.728515 204.322781 \nL 750.843095 215.106362 \nL 751.759733 215.106362 \nL 751.874313 217.404017 \nL 752.103473 217.404017 \nL 752.218053 196.756447 \nL 752.561792 196.756447 \nL 752.676372 178.936855 \nL 753.134692 178.936855 \nL 753.249272 179.866273 \nL 753.707591 179.866273 \nL 753.822171 187.119307 \nL 754.165911 187.119307 \nL 754.28049 202.903678 \nL 754.62423 202.903678 \nL 754.73881 191.935146 \nL 754.85339 199.866932 \nL 754.96797 199.866932 \nL 755.082549 202.151891 \nL 755.655449 202.151891 \nL 755.770029 200.220574 \nL 755.884608 216.86141 \nL 756.801247 216.86141 \nL 756.915827 207.382441 \nL 757.374147 207.382441 \nL 757.488726 194.840866 \nL 757.603306 194.840866 \nL 757.717886 181.166775 \nL 757.947046 181.166775 \nL 758.176206 223.721191 \nL 758.290785 209.128729 \nL 758.405365 220.155162 \nL 759.207424 220.155162 \nL 759.322004 212.120683 \nL 759.780324 212.120683 \nL 760.009483 235.038956 \nL 760.124063 183.708746 \nL 760.467803 183.708746 \nL 760.582383 193.527026 \nL 760.926122 193.527026 \nL 761.040702 182.920487 \nL 761.269862 182.920487 \nL 761.384442 193.31549 \nL 761.728181 193.31549 \nL 761.842761 208.07545 \nL 762.53024 208.07545 \nL 762.64482 220.788278 \nL 762.87398 220.788278 \nL 762.98856 187.838488 \nL 764.821837 187.838488 \nL 764.936417 196.053174 \nL 765.738476 196.053174 \nL 765.853056 189.688954 \nL 767.800914 189.688954 \nL 767.915494 200.819914 \nL 768.259233 200.819914 \nL 768.373813 187.61197 \nL 768.488393 187.61197 \nL 768.602973 193.93613 \nL 769.290452 193.93613 \nL 769.405032 177.446469 \nL 769.519612 177.446469 \nL 769.634192 195.310259 \nL 769.748771 195.310259 \nL 769.863351 198.248538 \nL 770.207091 198.248538 \nL 770.321671 193.016951 \nL 770.55083 193.016951 \nL 770.66541 166.095799 \nL 770.77999 166.095799 \nL 770.89457 163.606751 \nL 771.00915 231.280592 \nL 771.12373 231.280592 \nL 771.23831 218.086803 \nL 771.35289 221.859599 \nL 771.467469 201.657988 \nL 771.582049 201.657988 \nL 771.696629 196.956071 \nL 771.811209 174.835784 \nL 771.925789 174.835784 \nL 772.040369 202.599447 \nL 772.269528 202.599447 \nL 772.384108 188.313303 \nL 772.613268 188.313303 \nL 772.727848 187.161414 \nL 773.300747 187.161414 \nL 773.415327 190.80902 \nL 773.644487 190.80902 \nL 773.988226 163.520835 \nL 774.102806 163.520835 \nL 774.217386 187.675662 \nL 775.134025 187.675662 \nL 775.248605 169.605713 \nL 775.363185 225.229704 \nL 775.477764 218.719699 \nL 775.821504 218.719699 \nL 775.936084 195.006448 \nL 776.050664 196.113075 \nL 776.623563 196.113075 \nL 776.738143 189.175042 \nL 776.852723 189.175042 \nL 776.967303 214.684731 \nL 777.311042 214.684731 \nL 777.425622 174.519479 \nL 777.540202 173.567854 \nL 777.654782 173.567854 \nL 777.769362 204.404537 \nL 777.883942 204.404537 \nL 777.998521 201.247977 \nL 778.113101 217.237419 \nL 778.342261 217.237419 \nL 778.456841 223.86326 \nL 778.571421 198.563492 \nL 779.14432 198.563492 \nL 779.2589 181.60764 \nL 780.290119 181.60764 \nL 780.519278 206.239875 \nL 780.863018 206.239875 \nL 780.977598 210.627225 \nL 781.894237 210.627225 \nL 782.008816 202.899695 \nL 782.810876 202.899695 \nL 782.925455 181.766255 \nL 784.529573 181.766255 \nL 784.644153 189.96705 \nL 784.758733 214.391013 \nL 784.987893 214.391013 \nL 785.102473 205.327306 \nL 785.331632 205.327306 \nL 785.446212 205.829544 \nL 785.560792 173.488241 \nL 785.675372 177.346472 \nL 786.592011 177.346472 \nL 786.706591 167.50711 \nL 786.821171 226.958107 \nL 787.05033 226.958107 \nL 787.16491 207.202615 \nL 787.27949 207.202615 \nL 787.39407 201.855873 \nL 787.737809 201.855873 \nL 787.966969 209.165517 \nL 788.196129 209.165517 \nL 788.310709 193.422775 \nL 788.769028 193.422775 \nL 788.883608 188.927637 \nL 788.998188 188.927637 \nL 789.112768 175.99311 \nL 789.571087 175.99311 \nL 789.685667 183.371221 \nL 789.914827 183.371221 \nL 790.029407 193.835516 \nL 790.716886 193.835516 \nL 790.831466 211.15761 \nL 791.289785 211.15761 \nL 791.404365 184.622466 \nL 791.518945 184.622466 \nL 791.633525 187.190491 \nL 791.748105 203.036734 \nL 791.862684 183.309875 \nL 792.206424 183.309875 \nL 792.321004 196.274609 \nL 793.008483 196.274609 \nL 793.123063 190.847215 \nL 794.383441 190.847215 \nL 794.498021 196.40475 \nL 794.841761 196.40475 \nL 794.956341 202.242209 \nL 795.64382 202.242209 \nL 795.7584 212.349029 \nL 795.987559 212.349029 \nL 796.216719 196.971355 \nL 796.445879 196.971355 \nL 796.560459 207.946137 \nL 797.018778 207.946137 \nL 797.133358 206.32301 \nL 797.247938 198.923951 \nL 798.508316 198.923951 \nL 798.622896 190.114599 \nL 798.737476 191.991768 \nL 799.195795 191.991768 \nL 799.310375 185.906255 \nL 799.883275 185.906255 \nL 799.997854 182.626503 \nL 800.914493 182.626503 \nL 801.029073 194.11878 \nL 801.143653 161.231599 \nL 801.258233 161.231599 \nL 801.372813 146.873591 \nL 801.945712 146.873591 \nL 802.060292 173.44973 \nL 802.174872 170.001831 \nL 802.289452 195.388422 \nL 802.976931 195.388422 \nL 803.091511 201.016971 \nL 803.43525 201.016971 \nL 803.54983 197.1404 \nL 804.00815 197.1404 \nL 804.122729 180.946939 \nL 804.466469 180.946939 \nL 804.581049 208.550722 \nL 804.695629 208.550722 \nL 804.810209 202.841304 \nL 805.497688 202.841304 \nL 805.612268 189.827128 \nL 805.841427 189.827128 \nL 805.956007 169.771514 \nL 806.414327 169.771514 \nL 806.528907 212.759105 \nL 806.987226 212.759105 \nL 807.101806 163.312314 \nL 807.330966 163.312314 \nL 807.445545 214.803839 \nL 807.903865 214.803839 \nL 808.018445 186.768441 \nL 809.049663 186.768441 \nL 809.164243 188.380788 \nL 809.507983 188.380788 \nL 809.622563 187.372654 \nL 811.45584 187.372654 \nL 811.57042 204.296853 \nL 811.685 204.296853 \nL 811.79958 189.482588 \nL 812.601639 189.482588 \nL 812.830799 203.887538 \nL 813.289118 203.887538 \nL 813.403698 206.93196 \nL 813.632858 206.93196 \nL 813.747438 201.785378 \nL 813.862018 190.295504 \nL 813.976597 195.969086 \nL 814.434917 195.969086 \nL 814.549497 198.445226 \nL 814.664077 198.445226 \nL 814.778656 187.233614 \nL 815.122396 187.233614 \nL 815.351556 218.92091 \nL 815.809875 218.92091 \nL 815.924455 208.727524 \nL 816.039035 208.727524 \nL 816.153615 214.686946 \nL 816.726514 214.686946 \nL 816.955674 201.000168 \nL 817.413993 201.000168 \nL 817.528573 197.551119 \nL 818.216052 197.551119 \nL 818.559792 207.538373 \nL 818.903531 207.538373 \nL 819.018111 166.652311 \nL 819.132691 190.556153 \nL 819.361851 190.556153 \nL 819.476431 203.11395 \nL 819.70559 203.11395 \nL 819.82017 164.910337 \nL 819.93475 184.067584 \nL 821.195129 184.067584 \nL 821.309708 155.651899 \nL 821.768028 155.651899 \nL 821.882608 178.862364 \nL 822.111767 178.862364 \nL 822.226347 218.073137 \nL 822.340927 218.073137 \nL 822.455507 212.13917 \nL 823.601306 212.13917 \nL 823.715886 178.468074 \nL 824.174205 178.468074 \nL 824.288785 191.079349 \nL 824.747104 191.079349 \nL 824.861684 170.401151 \nL 825.090844 170.401151 \nL 825.205424 202.13848 \nL 825.320004 202.13848 \nL 825.434583 184.869849 \nL 826.007483 184.869849 \nL 826.122063 185.988129 \nL 826.924122 185.988129 \nL 827.038701 203.784833 \nL 827.267861 203.784833 \nL 827.382441 204.288188 \nL 827.611601 204.288188 \nL 827.726181 174.11676 \nL 827.95534 174.480416 \nL 828.06992 174.480416 \nL 828.1845 216.291819 \nL 828.29908 216.291819 \nL 828.41366 184.251441 \nL 828.642819 184.251441 \nL 828.757399 187.752969 \nL 829.788618 187.752969 \nL 829.903198 209.255823 \nL 830.246938 209.255823 \nL 830.361517 215.095455 \nL 830.476097 177.036836 \nL 830.705257 177.036836 \nL 830.819837 183.179129 \nL 830.934417 183.179129 \nL 831.048997 179.454489 \nL 831.851056 179.454489 \nL 831.965635 203.372828 \nL 832.309375 203.372828 \nL 832.309375 203.372828 \n\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-opacity:0.5;stroke-width:1.5;\"/>\n   </g>\n   <g id=\"line2d_45\">\n    <path clip-path=\"url(#p302bbb1ed1)\" d=\"M 488.684375 224.43149 \nL 488.798955 213.382065 \nL 488.913535 213.382065 \nL 489.028115 170.948137 \nL 489.142694 181.99649 \nL 489.257274 176.458458 \nL 490.517653 176.458458 \nL 490.632233 203.065741 \nL 491.434292 203.065741 \nL 491.548871 184.643381 \nL 492.121771 184.643381 \nL 492.236351 200.173996 \nL 492.80925 200.173996 \nL 492.92383 203.956994 \nL 493.03841 203.956994 \nL 493.15299 192.48029 \nL 493.382149 192.48029 \nL 493.496729 203.433996 \nL 494.757108 203.433996 \nL 494.871687 193.444048 \nL 496.246646 193.444048 \nL 496.361226 205.481581 \nL 496.475805 205.481581 \nL 496.590385 197.087151 \nL 496.819545 197.087151 \nL 496.934125 205.843029 \nL 497.163285 205.843029 \nL 497.277864 202.026457 \nL 497.392444 232.746609 \nL 497.621604 232.746609 \nL 497.736184 176.873838 \nL 497.850764 176.873838 \nL 497.965344 201.216657 \nL 498.538243 201.216657 \nL 498.652823 228.837997 \nL 498.767403 214.815724 \nL 498.881983 214.815724 \nL 498.996562 211.707948 \nL 499.798621 211.707948 \nL 499.913201 195.438622 \nL 500.371521 195.438622 \nL 500.486101 210.310967 \nL 500.60068 161.869331 \nL 501.402739 161.869331 \nL 501.746479 218.169275 \nL 501.861059 218.169275 \nL 501.975639 209.767864 \nL 502.090219 171.684081 \nL 502.548538 171.684081 \nL 502.663118 180.073336 \nL 503.236017 180.073336 \nL 503.350597 202.710748 \nL 503.465177 202.710748 \nL 503.579757 186.011364 \nL 503.808917 186.011364 \nL 503.923496 198.482499 \nL 504.267236 198.482499 \nL 504.381816 204.382874 \nL 504.725555 204.382874 \nL 504.840135 170.411877 \nL 505.298455 170.411877 \nL 505.413035 175.68359 \nL 505.527614 199.893788 \nL 505.642194 199.893788 \nL 505.756774 179.424448 \nL 505.871354 179.424448 \nL 505.985934 189.673068 \nL 508.048371 189.673068 \nL 508.162951 171.874051 \nL 508.506691 171.874051 \nL 508.621271 189.250671 \nL 509.881649 189.250671 \nL 509.996229 183.049297 \nL 510.683708 183.049297 \nL 510.798288 182.466564 \nL 511.142028 182.466564 \nL 511.256607 180.584497 \nL 511.714927 180.584497 \nL 511.829507 177.637192 \nL 512.058666 177.637192 \nL 512.173246 205.176481 \nL 512.746146 205.176481 \nL 512.860725 214.34487 \nL 513.204465 214.34487 \nL 513.319045 205.628779 \nL 513.433625 205.628779 \nL 513.548205 204.309401 \nL 514.121104 204.309401 \nL 514.235684 220.149283 \nL 514.350264 210.592333 \nL 514.464843 210.592333 \nL 514.579423 198.708252 \nL 515.610642 198.708252 \nL 515.725222 198.027969 \nL 515.839802 198.027969 \nL 515.954382 202.028032 \nL 516.527281 202.028032 \nL 516.641861 199.987176 \nL 516.871021 199.987176 \nL 516.9856 204.458641 \nL 518.475139 204.458641 \nL 518.589718 196.175172 \nL 519.277198 196.175172 \nL 519.391777 223.317378 \nL 519.506357 223.317378 \nL 519.620937 197.336219 \nL 519.735517 197.336219 \nL 519.850097 180.931904 \nL 520.193836 180.931904 \nL 520.308416 202.980511 \nL 520.995896 202.980511 \nL 521.110475 190.017892 \nL 521.797955 190.017892 \nL 522.027114 203.992045 \nL 522.141694 188.36748 \nL 522.256274 188.36748 \nL 522.370854 175.060303 \nL 524.204132 175.060303 \nL 524.318711 180.786314 \nL 524.777031 180.786314 \nL 524.891611 188.929597 \nL 526.495729 188.929597 \nL 526.610309 205.618029 \nL 526.839468 205.618029 \nL 526.954048 200.517083 \nL 527.297788 200.517083 \nL 527.412368 185.212845 \nL 527.526948 187.065384 \nL 527.641527 182.782545 \nL 527.870687 182.865371 \nL 528.214427 182.865371 \nL 528.329007 179.063568 \nL 528.558166 179.063568 \nL 528.672746 219.908416 \nL 528.787326 219.908416 \nL 528.901906 235.248802 \nL 529.016486 233.520891 \nL 529.131066 203.596358 \nL 529.360225 203.596358 \nL 529.474805 153.019892 \nL 529.703965 153.019892 \nL 529.818545 191.077278 \nL 531.422663 191.077278 \nL 531.537243 222.488522 \nL 532.339302 222.488522 \nL 532.453882 196.466057 \nL 534.172579 196.466057 \nL 534.287159 183.070969 \nL 534.516319 183.070969 \nL 534.630899 182.182627 \nL 534.974638 182.182627 \nL 535.089218 179.516947 \nL 535.318378 179.516947 \nL 535.432958 162.551614 \nL 536.005857 162.551614 \nL 536.235017 189.860995 \nL 537.953715 189.860995 \nL 538.068295 196.567605 \nL 538.412034 196.567605 \nL 538.526614 189.967278 \nL 539.099513 189.967278 \nL 539.214093 193.49249 \nL 539.328673 189.127515 \nL 539.443253 189.127515 \nL 539.557833 208.5772 \nL 539.786993 208.5772 \nL 539.901572 178.963005 \nL 540.130732 178.963005 \nL 540.245312 165.274929 \nL 540.359892 205.587464 \nL 540.474472 183.733678 \nL 540.818211 183.733678 \nL 540.932791 213.654012 \nL 541.047371 180.142593 \nL 541.50569 180.142593 \nL 541.62027 197.13802 \nL 541.84943 197.13802 \nL 541.96401 207.915792 \nL 542.07859 207.915792 \nL 542.19317 185.040436 \nL 542.880649 185.040436 \nL 542.995229 187.500895 \nL 543.453548 187.500895 \nL 543.568128 194.933842 \nL 543.682708 194.933842 \nL 543.797288 195.968712 \nL 543.911867 178.986423 \nL 544.026447 178.986423 \nL 544.141027 175.713982 \nL 544.255607 194.208461 \nL 545.286826 194.208461 \nL 545.401406 199.90263 \nL 545.515986 199.90263 \nL 545.630565 164.10667 \nL 545.859725 164.10667 \nL 545.974305 168.246443 \nL 546.318045 168.246443 \nL 546.432624 172.116931 \nL 546.547204 172.116931 \nL 546.661784 191.767336 \nL 547.120104 191.767336 \nL 547.234683 178.643947 \nL 547.349263 178.643947 \nL 547.463843 235.44717 \nL 547.693003 235.44717 \nL 547.807583 177.500841 \nL 548.265902 177.500841 \nL 548.380482 198.091912 \nL 548.609642 198.091912 \nL 548.724222 214.567159 \nL 550.44292 214.567159 \nL 550.557499 207.974751 \nL 551.474138 207.974751 \nL 551.588718 185.2236 \nL 554.109475 185.2236 \nL 554.224055 192.019006 \nL 554.338635 192.019006 \nL 554.453215 189.553391 \nL 555.140694 189.553391 \nL 555.255274 191.911094 \nL 556.744812 191.911094 \nL 556.859392 182.56231 \nL 557.776031 182.56231 \nL 557.89061 211.965432 \nL 558.23435 211.965432 \nL 558.34893 169.022708 \nL 558.57809 202.4504 \nL 558.692669 182.552646 \nL 559.494728 182.552646 \nL 559.609308 199.83149 \nL 560.525947 199.83149 \nL 560.755107 232.439246 \nL 560.984267 232.439246 \nL 561.098846 155.036032 \nL 561.328006 187.763612 \nL 561.671746 187.763612 \nL 561.786326 205.125683 \nL 562.130065 205.125683 \nL 562.244645 188.281532 \nL 562.817544 188.281532 \nL 562.932124 184.02155 \nL 563.161284 184.02155 \nL 563.275864 189.942476 \nL 563.390444 173.589845 \nL 563.505024 173.589845 \nL 563.619603 167.138952 \nL 563.963343 167.138952 \nL 564.077923 192.839899 \nL 565.338301 192.839899 \nL 565.452881 178.077769 \nL 565.796621 178.077769 \nL 565.911201 205.260841 \nL 566.02578 184.517556 \nL 566.36952 184.517556 \nL 566.4841 211.47953 \nL 566.59868 211.47953 \nL 566.71326 191.358532 \nL 567.056999 191.358532 \nL 567.171579 204.154994 \nL 567.744478 204.154994 \nL 567.859058 186.464768 \nL 567.973638 186.464768 \nL 568.088218 170.299124 \nL 568.202798 178.041088 \nL 568.546537 178.041088 \nL 568.661117 182.261986 \nL 568.890277 182.261986 \nL 569.119437 208.100546 \nL 569.806916 208.100546 \nL 569.921496 211.428691 \nL 570.838135 211.428691 \nL 570.952714 205.820891 \nL 571.754773 205.820891 \nL 571.869353 211.58867 \nL 572.671412 211.58867 \nL 572.785992 200.399706 \nL 572.900572 218.576513 \nL 573.015152 218.576513 \nL 573.129732 177.453378 \nL 573.244312 177.453378 \nL 573.358892 219.902442 \nL 573.473471 219.902442 \nL 573.588051 181.276145 \nL 573.702631 209.653548 \nL 574.61927 209.653548 \nL 574.73385 197.653041 \nL 574.96301 197.653041 \nL 575.077589 182.046127 \nL 575.192169 182.046127 \nL 575.306749 182.501881 \nL 575.421329 212.908277 \nL 575.650489 212.699387 \nL 575.765069 196.878337 \nL 576.108808 196.878337 \nL 576.223388 190.23651 \nL 576.681707 190.23651 \nL 576.796287 177.97512 \nL 577.369187 177.97512 \nL 577.483766 207.683836 \nL 577.598346 180.930793 \nL 578.056666 180.930793 \nL 578.171246 175.562064 \nL 578.285825 175.562064 \nL 578.400405 173.746418 \nL 578.514985 162.549517 \nL 578.744145 162.549517 \nL 578.858725 218.457379 \nL 579.546204 218.457379 \nL 579.660784 216.237079 \nL 579.775364 219.330619 \nL 579.889944 175.063303 \nL 580.004523 220.529709 \nL 580.348263 220.529709 \nL 580.462843 177.316958 \nL 581.723221 177.316958 \nL 581.837801 198.185403 \nL 582.4107 198.185403 \nL 582.52528 199.839934 \nL 583.441919 199.839934 \nL 583.556499 159.281767 \nL 583.671079 174.822466 \nL 583.785659 174.822466 \nL 583.900239 193.159548 \nL 586.077256 193.159548 \nL 586.191836 229.077177 \nL 586.306416 229.077177 \nL 586.420996 176.806146 \nL 586.650155 176.806146 \nL 586.764735 163.48668 \nL 586.879315 205.470894 \nL 587.108475 205.470894 \nL 587.223055 180.189159 \nL 587.337634 195.917318 \nL 588.254273 195.917318 \nL 588.368853 189.727262 \nL 589.400072 189.727262 \nL 589.514652 190.696137 \nL 589.629232 184.276123 \nL 589.743811 192.184579 \nL 589.858391 185.658873 \nL 589.972971 222.743048 \nL 590.087551 188.896858 \nL 590.77503 188.896858 \nL 590.88961 194.065706 \nL 591.23335 194.065706 \nL 591.34793 200.149906 \nL 591.577089 200.149906 \nL 591.691669 188.536854 \nL 592.035409 188.536854 \nL 592.149989 163.440834 \nL 592.264568 163.440834 \nL 592.379148 175.456838 \nL 592.493728 175.456838 \nL 592.608308 221.572343 \nL 593.524947 221.49607 \nL 593.639527 199.243156 \nL 594.097846 199.243156 \nL 594.212426 195.091357 \nL 595.129065 195.091357 \nL 595.243645 190.963594 \nL 595.358225 190.963594 \nL 595.472804 201.320134 \nL 595.816544 201.320134 \nL 595.931124 217.404619 \nL 596.504023 217.404619 \nL 596.618603 203.538048 \nL 597.191502 203.538048 \nL 597.306082 201.20769 \nL 598.451881 201.20769 \nL 598.566461 188.008624 \nL 598.681041 192.723719 \nL 598.79562 216.427665 \nL 599.25394 216.427665 \nL 599.36852 184.615736 \nL 599.597679 184.253128 \nL 599.712259 226.919291 \nL 599.826839 166.016491 \nL 599.941419 166.016491 \nL 600.055999 221.517981 \nL 600.285159 221.517981 \nL 600.399738 193.40048 \nL 600.514318 216.795681 \nL 600.628898 206.990796 \nL 601.660117 206.990796 \nL 601.774697 210.947562 \nL 601.889277 210.947562 \nL 602.003856 193.948351 \nL 603.149655 193.948351 \nL 603.264235 211.0437 \nL 603.951714 211.0437 \nL 604.066294 214.036725 \nL 604.180874 214.036725 \nL 604.295454 216.585367 \nL 604.753773 216.585367 \nL 604.982933 185.959344 \nL 605.212093 185.959344 \nL 605.326672 176.485549 \nL 605.555832 191.757612 \nL 606.014152 191.757612 \nL 606.128731 174.646993 \nL 606.357891 174.646993 \nL 606.472471 165.101133 \nL 606.93079 165.101133 \nL 607.04537 205.499665 \nL 607.38911 205.499665 \nL 607.50369 186.965689 \nL 607.61827 186.965689 \nL 607.732849 190.433383 \nL 608.878648 190.433383 \nL 608.993228 177.768646 \nL 609.107808 177.768646 \nL 609.222388 178.098423 \nL 609.336968 175.858348 \nL 609.451547 175.858348 \nL 609.566127 187.01146 \nL 609.680707 179.684182 \nL 609.909867 179.684182 \nL 610.024447 191.941548 \nL 610.368186 191.941548 \nL 610.482766 185.367992 \nL 610.597346 185.367992 \nL 610.711926 183.713106 \nL 610.826506 183.713106 \nL 610.941086 202.413575 \nL 611.513985 202.413575 \nL 611.628565 182.971707 \nL 611.972304 182.971707 \nL 612.086884 204.139761 \nL 612.316044 204.139761 \nL 612.430624 179.697495 \nL 613.805582 179.697495 \nL 613.920162 178.616574 \nL 614.836801 178.616574 \nL 614.951381 192.223497 \nL 616.326339 192.223497 \nL 616.440919 187.076852 \nL 616.670079 187.076852 \nL 616.784658 200.801551 \nL 617.472138 200.801551 \nL 617.586717 218.171025 \nL 617.701297 204.350185 \nL 618.732516 204.350185 \nL 618.847096 196.297675 \nL 618.961676 196.297675 \nL 619.076256 183.52474 \nL 619.190835 183.52474 \nL 619.305415 167.388904 \nL 619.992895 167.388904 \nL 620.107474 179.844869 \nL 620.336634 179.844869 \nL 620.451214 191.507387 \nL 620.794954 191.507387 \nL 620.909533 182.701047 \nL 621.024113 184.546025 \nL 621.138693 184.546025 \nL 621.253273 188.538493 \nL 621.940752 188.538493 \nL 622.055332 183.143638 \nL 622.399072 183.143638 \nL 622.513651 180.578049 \nL 622.742811 180.578049 \nL 622.857391 195.861291 \nL 623.086551 195.861291 \nL 623.201131 179.735822 \nL 623.43029 179.735822 \nL 623.54487 188.321316 \nL 625.263568 188.321316 \nL 625.378148 186.987616 \nL 625.492728 202.621515 \nL 626.523947 202.621515 \nL 626.638526 199.43023 \nL 627.096846 199.43023 \nL 627.326006 168.338868 \nL 628.128065 168.338868 \nL 628.242644 148.543426 \nL 628.586384 181.590186 \nL 628.700964 181.590186 \nL 628.815544 210.617514 \nL 628.930124 210.617514 \nL 629.044703 194.080889 \nL 629.273863 194.080889 \nL 629.388443 188.234653 \nL 629.732183 188.234653 \nL 629.846762 202.163305 \nL 630.305082 202.163305 \nL 630.419662 228.201262 \nL 630.648821 228.201262 \nL 630.763401 218.893322 \nL 630.877981 218.893322 \nL 630.992561 170.019206 \nL 631.56546 170.019206 \nL 631.68004 170.389911 \nL 631.79462 230.576644 \nL 633.169578 230.576644 \nL 633.284158 163.870532 \nL 633.857058 163.870532 \nL 633.971637 177.48698 \nL 635.002856 177.48698 \nL 635.117436 203.696325 \nL 635.232016 177.904952 \nL 635.919495 177.904952 \nL 636.034075 195.368495 \nL 636.263235 195.368495 \nL 636.377814 169.029524 \nL 636.492394 219.942476 \nL 636.606974 219.942476 \nL 636.721554 231.369832 \nL 636.950714 231.369832 \nL 637.065294 214.843744 \nL 637.638193 214.843744 \nL 637.752773 172.682504 \nL 638.096512 172.682504 \nL 638.211092 216.116441 \nL 638.325672 165.688635 \nL 638.554832 165.688635 \nL 638.669412 192.225173 \nL 639.586051 192.225173 \nL 639.70063 174.611511 \nL 640.502689 174.611511 \nL 640.617269 207.69743 \nL 640.731849 207.69743 \nL 640.846429 228.546496 \nL 641.304748 228.546496 \nL 641.419328 191.276925 \nL 641.533908 191.276925 \nL 641.648488 159.971615 \nL 641.877648 159.971615 \nL 641.992228 186.70482 \nL 643.252606 186.70482 \nL 643.367186 190.86799 \nL 643.481766 190.86799 \nL 643.596346 196.223131 \nL 644.512985 196.223131 \nL 644.627564 192.061673 \nL 644.742144 205.56484 \nL 644.856724 205.56484 \nL 644.971304 204.505847 \nL 645.544203 204.505847 \nL 645.658783 196.830715 \nL 646.002523 196.830715 \nL 646.117103 184.676053 \nL 646.231682 198.085689 \nL 647.148321 198.085689 \nL 647.262901 183.663584 \nL 647.8358 183.663584 \nL 647.95038 165.656176 \nL 648.06496 200.042319 \nL 648.17954 191.81103 \nL 648.29412 204.728628 \nL 649.325339 204.728628 \nL 649.554498 174.660821 \nL 649.669078 174.660821 \nL 649.783658 191.777584 \nL 650.471137 191.777584 \nL 650.700297 211.43176 \nL 650.814877 211.43176 \nL 650.929457 196.762089 \nL 651.044037 196.762089 \nL 651.158616 221.179733 \nL 651.273196 205.573373 \nL 652.189835 205.573373 \nL 652.304415 197.969106 \nL 652.533575 197.969106 \nL 652.648155 182.822165 \nL 653.335634 182.822165 \nL 653.450214 185.834414 \nL 654.596012 185.834414 \nL 654.710592 209.602036 \nL 655.741811 209.602036 \nL 655.856391 170.552176 \nL 656.31471 170.552176 \nL 656.42929 225.927607 \nL 656.65845 225.927607 \nL 656.77303 170.570622 \nL 658.491727 170.570622 \nL 658.606307 198.897759 \nL 658.835467 198.897759 \nL 658.950047 186.856944 \nL 660.783325 186.856944 \nL 660.897905 194.324315 \nL 661.012484 178.371564 \nL 661.241644 178.371564 \nL 661.356224 189.457697 \nL 661.585384 189.457697 \nL 661.699964 214.268993 \nL 662.158283 214.268993 \nL 662.272863 200.688237 \nL 662.616602 200.688237 \nL 662.731182 214.488642 \nL 662.960342 214.488642 \nL 663.074922 187.722478 \nL 663.418661 187.722478 \nL 663.533241 191.413066 \nL 663.647821 191.413066 \nL 663.762401 202.393308 \nL 663.876981 195.809777 \nL 664.3353 195.809777 \nL 664.44988 189.417992 \nL 664.9082 189.417992 \nL 665.022779 178.120842 \nL 665.137359 195.794435 \nL 665.481099 195.794435 \nL 665.595679 192.340597 \nL 666.626898 192.340597 \nL 666.741477 205.186843 \nL 667.085217 205.186843 \nL 667.199797 211.67262 \nL 667.314377 206.483154 \nL 668.345595 206.483154 \nL 668.460175 208.180956 \nL 668.689335 208.180956 \nL 668.803915 191.900793 \nL 668.918495 191.900793 \nL 669.033075 192.745749 \nL 669.605974 192.745749 \nL 669.720554 206.174009 \nL 670.866352 206.174009 \nL 670.980932 187.341107 \nL 671.324672 187.341107 \nL 671.439252 178.223332 \nL 671.553831 178.223332 \nL 671.668411 190.742675 \nL 671.782991 189.93656 \nL 672.126731 189.93656 \nL 672.241311 183.997797 \nL 672.355891 194.051912 \nL 672.47047 194.051912 \nL 672.69963 194.333623 \nL 672.81421 194.333623 \nL 672.92879 214.330799 \nL 673.387109 214.330799 \nL 673.501689 202.636853 \nL 673.845429 202.636853 \nL 673.960009 189.192488 \nL 674.189168 189.338846 \nL 675.105807 189.338846 \nL 675.220387 203.036303 \nL 676.939085 202.964364 \nL 677.053665 185.752975 \nL 677.168245 216.300256 \nL 677.282824 210.184899 \nL 677.397404 210.184899 \nL 677.511984 193.966161 \nL 678.428623 193.966161 \nL 678.543203 172.838039 \nL 678.886943 172.838039 \nL 679.001522 216.711408 \nL 679.574422 216.711408 \nL 679.689002 167.884025 \nL 679.918161 167.884025 \nL 680.147321 186.680101 \nL 680.376481 186.680101 \nL 680.60564 198.735228 \nL 681.17854 198.735228 \nL 681.407699 166.780527 \nL 681.636859 166.780527 \nL 681.866019 193.384662 \nL 682.782658 193.384662 \nL 682.897238 169.938569 \nL 683.240977 169.938569 \nL 683.355557 198.88652 \nL 683.813877 198.88652 \nL 683.928456 210.98984 \nL 684.272196 210.98984 \nL 684.386776 205.935031 \nL 685.417995 205.935031 \nL 685.532574 185.349749 \nL 685.647154 185.349749 \nL 685.761734 164.851113 \nL 685.876314 164.851113 \nL 685.990894 210.49085 \nL 686.220054 210.49085 \nL 686.334633 196.736924 \nL 686.449213 208.070474 \nL 686.563793 208.070474 \nL 686.678373 225.871849 \nL 686.907533 225.871849 \nL 687.022113 190.831438 \nL 687.251272 190.831438 \nL 687.365852 222.509934 \nL 687.709592 222.509934 \nL 687.824172 196.003716 \nL 687.938751 196.003716 \nL 688.053331 222.076209 \nL 688.167911 199.95279 \nL 688.282491 199.95279 \nL 688.397071 172.380077 \nL 688.511651 172.380077 \nL 688.85539 170.962368 \nL 688.96997 184.25838 \nL 689.31371 184.25838 \nL 689.42829 186.723303 \nL 690.917828 186.723303 \nL 691.032408 197.791439 \nL 691.261567 197.791439 \nL 691.376147 200.533221 \nL 691.834467 200.533221 \nL 691.949047 204.763934 \nL 692.751106 204.763934 \nL 692.865685 229.230466 \nL 692.980265 222.64368 \nL 693.094845 202.027941 \nL 693.324005 202.027941 \nL 693.438585 197.774101 \nL 693.782324 197.774101 \nL 693.896904 205.871795 \nL 694.011484 204.190642 \nL 694.813543 204.190642 \nL 694.928123 185.402378 \nL 695.042703 206.805901 \nL 695.386442 206.805901 \nL 695.501022 201.611538 \nL 695.959342 201.611538 \nL 696.073922 220.963082 \nL 696.188501 218.803612 \nL 696.532241 218.803612 \nL 696.646821 184.872385 \nL 696.761401 191.665386 \nL 697.44888 191.665386 \nL 697.56346 185.838891 \nL 698.250939 185.838891 \nL 698.365519 203.833942 \nL 698.480099 188.61861 \nL 698.594678 188.61861 \nL 698.709258 196.842543 \nL 698.938418 196.842543 \nL 699.052998 178.147015 \nL 699.282158 178.081171 \nL 699.396737 216.813659 \nL 699.740477 216.813659 \nL 699.855057 215.266226 \nL 700.084217 215.266226 \nL 700.198796 197.237396 \nL 700.427956 197.237396 \nL 700.542536 222.77889 \nL 700.657116 212.653648 \nL 701.917494 212.653648 \nL 702.032074 230.585252 \nL 702.146654 230.585252 \nL 702.261234 222.153864 \nL 702.604974 222.153864 \nL 702.719553 177.766702 \nL 703.636192 177.766702 \nL 703.750772 170.882304 \nL 703.865352 194.64656 \nL 704.552831 194.64656 \nL 704.667411 181.452177 \nL 704.781991 181.452177 \nL 704.896571 195.631192 \nL 705.58405 195.631192 \nL 705.69863 197.161593 \nL 705.927789 197.161593 \nL 706.042369 180.669204 \nL 706.959008 180.669204 \nL 707.073588 202.114368 \nL 707.302748 202.114368 \nL 707.417328 169.531168 \nL 707.531908 176.905092 \nL 708.677706 176.905092 \nL 708.792286 212.068041 \nL 709.136026 212.068041 \nL 709.250605 193.418559 \nL 709.365185 193.418559 \nL 709.479765 209.983121 \nL 709.938085 209.983121 \nL 710.052664 173.189458 \nL 710.396404 173.189458 \nL 710.510984 173.873387 \nL 710.740144 173.873387 \nL 710.854723 206.345744 \nL 710.969303 206.345744 \nL 711.083883 227.678593 \nL 711.198463 221.07351 \nL 711.427623 184.435158 \nL 712.115102 184.435158 \nL 712.229682 173.069763 \nL 713.031741 173.069763 \nL 713.146321 173.967863 \nL 716.010817 173.967863 \nL 716.125397 212.902927 \nL 716.698296 212.902927 \nL 716.812876 188.713994 \nL 716.927456 188.713994 \nL 717.042036 169.710203 \nL 717.271196 169.710203 \nL 717.385775 188.146103 \nL 717.614935 188.146103 \nL 717.729515 204.875228 \nL 719.104473 204.875228 \nL 719.219053 217.948887 \nL 719.906532 217.948887 \nL 720.021112 163.006624 \nL 720.135692 163.006624 \nL 720.250272 182.985415 \nL 720.364852 182.985415 \nL 720.479432 204.256878 \nL 720.937751 204.256878 \nL 721.166911 204.461864 \nL 722.427289 204.461864 \nL 722.541869 216.151478 \nL 722.656449 216.151478 \nL 722.771029 179.302485 \nL 723.229348 179.302485 \nL 723.343928 170.948878 \nL 723.573088 170.948878 \nL 723.687668 189.143728 \nL 723.802248 189.143728 \nL 723.916827 186.980122 \nL 724.833466 186.980122 \nL 724.948046 195.474338 \nL 725.864685 195.474338 \nL 725.979265 193.422476 \nL 726.093845 201.755946 \nL 726.437584 201.755946 \nL 726.552164 184.674575 \nL 726.666744 184.674575 \nL 726.781324 187.51889 \nL 727.010484 187.51889 \nL 727.125064 207.540284 \nL 728.156282 207.540284 \nL 728.270862 203.12929 \nL 729.64582 203.12929 \nL 729.7604 187.633569 \nL 730.906199 187.633569 \nL 731.020779 184.554781 \nL 731.249939 184.554781 \nL 731.364518 221.366108 \nL 731.593678 221.366108 \nL 731.708258 188.910091 \nL 732.510317 188.910091 \nL 732.624897 169.041731 \nL 732.739477 176.086892 \nL 733.083216 176.086892 \nL 733.197796 240.096505 \nL 733.312376 221.565129 \nL 733.770695 221.565129 \nL 733.885275 228.18232 \nL 734.229015 228.18232 \nL 734.343595 217.929238 \nL 735.260234 217.929238 \nL 735.374813 179.337532 \nL 736.062293 179.337532 \nL 736.176872 190.927303 \nL 736.978932 190.927303 \nL 737.093511 214.928533 \nL 737.208091 209.166285 \nL 737.322671 211.846674 \nL 737.437251 200.053597 \nL 739.728848 200.053597 \nL 739.843428 224.13144 \nL 739.958008 221.861022 \nL 740.760067 221.861022 \nL 740.874647 229.361313 \nL 741.103806 229.361313 \nL 741.218386 183.416873 \nL 741.905865 183.416873 \nL 742.020445 195.45817 \nL 742.249605 195.45817 \nL 742.364185 182.956649 \nL 742.478765 182.956649 \nL 742.593345 191.967929 \nL 743.051664 191.967929 \nL 743.166244 205.108811 \nL 743.739143 205.108811 \nL 743.853723 186.545819 \nL 743.968303 186.545819 \nL 744.082883 172.619906 \nL 744.197463 172.619906 \nL 744.312043 212.966008 \nL 744.541202 212.966008 \nL 744.655782 197.463755 \nL 745.916161 197.463755 \nL 746.03074 189.819784 \nL 746.2599 189.819784 \nL 746.37448 207.360544 \nL 746.60364 207.360544 \nL 746.71822 189.570322 \nL 748.551497 189.570322 \nL 748.666077 197.844896 \nL 749.697296 197.844896 \nL 749.811876 185.238601 \nL 750.499355 185.238601 \nL 750.613935 186.560808 \nL 751.072254 186.560808 \nL 751.186834 207.800444 \nL 751.301414 202.235539 \nL 752.332633 202.235539 \nL 752.447213 202.960053 \nL 753.478431 202.960053 \nL 753.593011 207.784253 \nL 754.73881 207.784253 \nL 754.85339 193.438845 \nL 755.082549 193.438845 \nL 755.197129 179.116804 \nL 755.311709 209.063455 \nL 755.426289 206.061255 \nL 755.540869 206.061255 \nL 755.655449 199.689699 \nL 755.884608 199.689699 \nL 755.999188 183.072078 \nL 756.113768 183.072078 \nL 756.228348 201.544336 \nL 757.144987 201.544336 \nL 757.259567 174.182197 \nL 757.374147 174.182197 \nL 757.488726 181.525358 \nL 757.603306 174.090666 \nL 757.717886 206.79076 \nL 758.519945 206.79076 \nL 758.634525 180.287456 \nL 758.978265 180.287456 \nL 759.092844 199.359387 \nL 761.613601 199.359387 \nL 761.728181 198.658369 \nL 761.957341 184.722674 \nL 762.071921 182.530078 \nL 762.64482 182.530078 \nL 762.7594 188.737347 \nL 763.332299 188.737347 \nL 763.446879 191.414959 \nL 763.561459 191.414959 \nL 763.676039 220.152699 \nL 763.790619 220.152699 \nL 764.019778 219.730024 \nL 764.134358 219.730024 \nL 764.248938 200.40973 \nL 764.363518 200.40973 \nL 764.478098 197.201328 \nL 764.592678 197.201328 \nL 764.821837 197.03454 \nL 764.936417 194.112797 \nL 765.165577 194.112797 \nL 765.280157 187.490966 \nL 766.540535 187.490966 \nL 766.655115 160.574789 \nL 766.884275 160.574789 \nL 766.998855 166.223636 \nL 767.113435 166.223636 \nL 767.228015 196.680296 \nL 767.686334 196.680296 \nL 767.800914 187.728034 \nL 768.030074 187.728034 \nL 768.144653 166.189849 \nL 768.373813 166.189849 \nL 768.488393 194.247615 \nL 768.602973 194.247615 \nL 768.717553 177.956793 \nL 768.832133 204.684398 \nL 768.946712 198.52485 \nL 769.519612 198.52485 \nL 769.634192 190.704766 \nL 769.748771 190.704766 \nL 769.977931 190.847527 \nL 770.092511 190.847527 \nL 770.207091 210.381577 \nL 770.436251 210.381577 \nL 770.89457 183.51983 \nL 771.00915 211.700374 \nL 771.23831 198.558798 \nL 771.925789 198.558798 \nL 772.040369 197.553082 \nL 772.154949 192.561245 \nL 772.384108 192.561245 \nL 772.613268 218.549388 \nL 773.071587 218.549388 \nL 773.186167 192.151695 \nL 773.300747 192.151695 \nL 773.415327 183.408637 \nL 773.644487 183.408637 \nL 773.759067 196.647428 \nL 774.217386 196.647428 \nL 774.331966 213.070837 \nL 774.561126 213.070837 \nL 774.675705 216.971281 \nL 774.790285 216.971281 \nL 775.019445 188.2322 \nL 776.050664 188.2322 \nL 776.279823 188.589061 \nL 777.196462 188.589061 \nL 777.311042 196.332843 \nL 777.425622 190.215477 \nL 777.540202 190.215477 \nL 777.654782 184.966192 \nL 778.456841 184.966192 \nL 778.571421 188.525963 \nL 778.91516 217.215005 \nL 779.14432 217.215005 \nL 779.2589 215.347432 \nL 779.37348 215.347432 \nL 779.48806 225.481351 \nL 779.602639 225.481351 \nL 779.717219 220.035719 \nL 779.831799 220.035719 \nL 779.946379 204.66828 \nL 780.863018 204.66828 \nL 780.977598 201.796015 \nL 781.321337 201.796015 \nL 781.435917 195.646565 \nL 782.008816 195.646565 \nL 782.123396 205.609614 \nL 782.237976 205.609614 \nL 782.352556 172.34044 \nL 782.467136 172.34044 \nL 782.581716 177.771844 \nL 783.269195 177.771844 \nL 783.383775 194.194875 \nL 783.612935 194.194875 \nL 783.727514 201.90199 \nL 783.956674 201.90199 \nL 784.071254 188.268224 \nL 784.300414 188.268224 \nL 784.414994 220.109906 \nL 784.758733 220.109906 \nL 784.873313 218.243118 \nL 784.987893 210.816116 \nL 785.102473 210.816116 \nL 785.217053 171.921727 \nL 786.477431 171.921727 \nL 786.706591 181.620229 \nL 786.821171 218.730409 \nL 787.27949 218.730409 \nL 787.62323 188.086324 \nL 788.310709 188.086324 \nL 788.425289 191.881784 \nL 789.112768 191.881784 \nL 789.227348 182.880774 \nL 789.341928 222.255244 \nL 789.456507 214.27335 \nL 790.029407 214.27335 \nL 790.143987 215.913966 \nL 790.373146 215.913966 \nL 790.716886 230.913179 \nL 790.831466 230.913179 \nL 790.946046 163.626635 \nL 791.175205 163.626635 \nL 791.289785 186.662087 \nL 791.633525 186.662087 \nL 791.748105 165.977952 \nL 791.862684 165.977952 \nL 791.977264 230.444036 \nL 792.435584 230.444036 \nL 792.550164 172.306638 \nL 793.695962 172.306638 \nL 793.810542 192.79084 \nL 793.925122 188.135234 \nL 794.383441 188.135234 \nL 794.498021 224.758099 \nL 794.612601 224.758099 \nL 794.727181 227.532133 \nL 795.1855 227.532133 \nL 795.30008 191.358509 \nL 796.331299 191.358509 \nL 796.445879 210.856368 \nL 797.362518 210.856368 \nL 797.477098 224.800228 \nL 797.591677 224.800228 \nL 797.706257 189.132161 \nL 798.622896 189.132161 \nL 798.737476 172.290056 \nL 799.195795 172.290056 \nL 799.310375 186.773275 \nL 801.945712 186.841066 \nL 802.060292 219.838416 \nL 802.289452 219.838416 \nL 802.404032 161.550384 \nL 802.518611 178.04044 \nL 803.89357 178.04044 \nL 804.00815 192.642863 \nL 804.695629 192.642863 \nL 804.924788 215.55161 \nL 806.299747 215.55161 \nL 806.414327 202.709771 \nL 806.758066 202.709771 \nL 806.872646 184.868763 \nL 806.987226 184.868763 \nL 807.101806 216.393102 \nL 807.216386 204.607576 \nL 807.674705 204.607576 \nL 807.789285 199.675221 \nL 809.851722 199.675221 \nL 809.966302 211.641165 \nL 810.080882 211.641165 \nL 810.195462 173.176142 \nL 810.539202 173.176142 \nL 810.653781 191.957806 \nL 811.112101 191.957806 \nL 811.341261 216.8446 \nL 811.45584 204.260806 \nL 811.57042 204.260806 \nL 811.685 201.042039 \nL 811.91416 201.042039 \nL 812.02874 219.172371 \nL 812.14332 156.187561 \nL 812.2579 193.968886 \nL 812.716219 193.968886 \nL 812.830799 164.413002 \nL 813.059959 164.413002 \nL 813.174538 174.366506 \nL 813.403698 174.366506 \nL 813.518278 192.522624 \nL 814.091177 192.522624 \nL 814.205757 176.924442 \nL 814.434917 176.924442 \nL 814.549497 183.202157 \nL 814.664077 216.61724 \nL 814.778656 216.61724 \nL 814.893236 210.539631 \nL 815.351556 210.539631 \nL 815.466136 218.485582 \nL 815.695295 218.485582 \nL 815.809875 223.532375 \nL 815.924455 155.278725 \nL 816.039035 166.255209 \nL 816.153615 214.736371 \nL 816.268195 187.604059 \nL 816.382774 205.277296 \nL 817.986893 205.277296 \nL 818.101472 203.115309 \nL 819.476431 203.115309 \nL 819.591011 185.413333 \nL 820.16391 185.413333 \nL 820.27849 183.187264 \nL 822.111767 183.187264 \nL 822.226347 186.053858 \nL 823.830465 186.053858 \nL 823.945045 196.202426 \nL 824.747104 196.202426 \nL 824.861684 191.232622 \nL 824.976264 204.270625 \nL 825.090844 190.838399 \nL 825.778323 190.838399 \nL 825.892903 177.212455 \nL 827.038701 177.212455 \nL 827.153281 201.59446 \nL 828.52824 201.59446 \nL 828.642819 193.891108 \nL 828.757399 193.891108 \nL 828.871979 181.078865 \nL 829.559458 181.078865 \nL 829.674038 201.818416 \nL 829.788618 201.818416 \nL 829.903198 199.593388 \nL 830.132358 199.593388 \nL 830.246938 206.456653 \nL 830.476097 206.456653 \nL 830.819837 170.121063 \nL 830.934417 170.121063 \nL 831.048997 172.978075 \nL 831.163576 168.222853 \nL 831.278156 152.340112 \nL 831.507316 152.340112 \nL 831.621896 189.678868 \nL 832.194795 189.678868 \nL 832.309375 213.489266 \nL 832.309375 213.489266 \n\" style=\"fill:none;stroke:#ff7f0e;stroke-linecap:square;stroke-opacity:0.5;stroke-width:1.5;\"/>\n   </g>\n   <g id=\"line2d_46\">\n    <path clip-path=\"url(#p302bbb1ed1)\" d=\"M 488.684375 210.780494 \nL 489.028115 210.780494 \nL 489.142694 221.668054 \nL 489.257274 216.312497 \nL 489.371854 205.396381 \nL 489.601014 205.396381 \nL 489.715594 193.351664 \nL 489.830174 193.351664 \nL 489.944753 190.089967 \nL 490.059333 190.089967 \nL 490.173913 167.168431 \nL 490.288493 167.168431 \nL 490.403073 191.707802 \nL 491.319712 191.707802 \nL 491.434292 183.116012 \nL 491.548871 183.116012 \nL 491.663451 199.859046 \nL 492.46551 199.859046 \nL 492.58009 183.922573 \nL 492.69467 188.231766 \nL 492.92383 188.231766 \nL 493.03841 211.120895 \nL 494.184208 211.120895 \nL 494.298788 209.455696 \nL 494.986267 209.455696 \nL 495.100847 195.292823 \nL 495.215427 210.553798 \nL 495.788326 210.553798 \nL 495.902906 185.114661 \nL 496.475805 185.114661 \nL 496.704965 184.733998 \nL 496.934125 184.733998 \nL 497.163285 207.114673 \nL 497.507024 207.114673 \nL 497.621604 185.310545 \nL 497.965344 185.310545 \nL 498.079924 173.725274 \nL 498.309083 173.725274 \nL 498.423663 184.290687 \nL 499.340302 184.290687 \nL 499.454882 199.0063 \nL 500.94442 199.0063 \nL 501.059 194.623911 \nL 501.28816 194.623911 \nL 501.402739 191.96988 \nL 501.631899 191.96988 \nL 501.746479 204.862654 \nL 501.861059 187.004126 \nL 502.090219 187.004126 \nL 502.204798 188.784646 \nL 502.548538 188.784646 \nL 502.663118 195.418576 \nL 503.350597 195.418576 \nL 503.465177 172.877348 \nL 504.267236 172.877348 \nL 504.381816 166.103454 \nL 504.496396 166.26666 \nL 504.610976 219.040547 \nL 505.183875 219.040547 \nL 505.298455 207.19053 \nL 506.215094 207.19053 \nL 506.329673 198.915715 \nL 506.444253 198.915715 \nL 506.558833 206.200605 \nL 507.360892 206.200605 \nL 507.475472 209.32014 \nL 507.933791 209.32014 \nL 508.048371 149.630646 \nL 508.277531 149.630646 \nL 508.392111 145.8 \nL 508.506691 158.084459 \nL 508.85043 158.084459 \nL 508.96501 195.218151 \nL 509.07959 180.256246 \nL 509.53791 180.256246 \nL 509.652489 198.436563 \nL 510.569128 198.436563 \nL 510.683708 163.119888 \nL 511.256607 163.119888 \nL 511.371187 166.039091 \nL 511.600347 166.039091 \nL 511.714927 190.819472 \nL 512.173246 190.819472 \nL 512.287826 201.683822 \nL 512.402406 201.683822 \nL 512.516986 228.942488 \nL 512.631566 228.942488 \nL 512.746146 184.367869 \nL 512.860725 184.367869 \nL 512.975305 185.270581 \nL 513.891944 185.270581 \nL 514.006524 177.732573 \nL 514.121104 177.732573 \nL 514.235684 180.924521 \nL 514.350264 180.924521 \nL 514.464843 198.335411 \nL 514.808583 198.335411 \nL 514.923163 194.099301 \nL 515.610642 194.099301 \nL 515.725222 172.817057 \nL 516.183541 172.817057 \nL 516.298121 218.783509 \nL 516.412701 210.734794 \nL 516.871021 210.734794 \nL 516.9856 197.066242 \nL 518.245979 197.066242 \nL 518.360559 201.889788 \nL 518.475139 162.182842 \nL 518.704298 162.182842 \nL 518.818878 210.232833 \nL 519.162618 210.232833 \nL 519.277198 207.935364 \nL 519.391777 189.122428 \nL 519.850097 189.122428 \nL 519.964677 183.408835 \nL 521.225055 183.408835 \nL 521.339635 196.959484 \nL 524.433291 196.959484 \nL 524.662451 197.170555 \nL 525.006191 197.170555 \nL 525.12077 185.845597 \nL 525.34993 185.845597 \nL 525.46451 208.169429 \nL 525.57909 178.03779 \nL 525.80825 197.052105 \nL 525.922829 196.062443 \nL 526.037409 210.652673 \nL 526.266569 210.652673 \nL 526.381149 202.891016 \nL 526.839468 202.891016 \nL 526.954048 178.853832 \nL 527.183208 195.584568 \nL 528.099847 195.584568 \nL 528.214427 176.697488 \nL 528.443586 176.697488 \nL 528.672746 202.058157 \nL 528.787326 202.058157 \nL 528.901906 170.912619 \nL 529.474805 170.912619 \nL 529.589385 219.002753 \nL 529.933125 219.002753 \nL 530.047704 200.182097 \nL 530.276864 200.182097 \nL 530.391444 176.262304 \nL 530.506024 176.262304 \nL 530.620604 181.860719 \nL 531.308083 181.93819 \nL 531.422663 176.171403 \nL 531.537243 212.229422 \nL 531.651822 162.219446 \nL 532.797621 162.219446 \nL 532.912201 198.933917 \nL 533.59968 198.933917 \nL 533.71426 197.142189 \nL 534.516319 197.142189 \nL 534.630899 204.295398 \nL 535.432958 204.295398 \nL 535.547538 198.926375 \nL 535.891277 198.926375 \nL 536.005857 179.866887 \nL 536.578756 179.866887 \nL 536.693336 208.459408 \nL 537.495395 208.459408 \nL 537.609975 202.965052 \nL 537.724555 228.157842 \nL 538.068295 191.401883 \nL 538.412034 191.401883 \nL 538.526614 207.516458 \nL 538.641194 189.086721 \nL 538.755774 189.086721 \nL 538.870354 202.431877 \nL 540.359892 202.431877 \nL 540.474472 187.501662 \nL 540.589052 201.359748 \nL 540.703631 185.536822 \nL 540.818211 208.55257 \nL 540.932791 196.701978 \nL 541.276531 196.701978 \nL 541.391111 177.509562 \nL 542.07859 177.541073 \nL 542.19317 181.184103 \nL 542.766069 181.184103 \nL 542.880649 176.094425 \nL 543.338968 176.094425 \nL 543.453548 197.580937 \nL 543.682708 197.580937 \nL 543.797288 193.621136 \nL 543.911867 193.621136 \nL 544.026447 210.264942 \nL 544.141027 210.264942 \nL 544.255607 201.260447 \nL 544.370187 225.269689 \nL 544.713927 225.269689 \nL 544.828506 216.792339 \nL 545.745145 216.792339 \nL 545.859725 174.862366 \nL 546.318045 174.862366 \nL 546.432624 192.349415 \nL 547.922163 192.349415 \nL 548.036742 213.072292 \nL 549.182541 213.072292 \nL 549.297121 196.300768 \nL 550.557499 196.300768 \nL 550.672079 205.775189 \nL 550.901239 205.775189 \nL 551.015819 174.143467 \nL 552.505357 174.143467 \nL 552.619937 204.466961 \nL 553.192836 204.466961 \nL 553.307416 215.125557 \nL 553.421996 215.125557 \nL 553.536576 203.33167 \nL 553.651156 203.33167 \nL 553.765735 204.038939 \nL 554.911534 204.038939 \nL 555.026114 206.030518 \nL 555.140694 206.030518 \nL 555.255274 179.483463 \nL 556.171913 179.483463 \nL 556.286492 185.920142 \nL 557.432291 185.920142 \nL 557.546871 168.893902 \nL 557.776031 168.893902 \nL 557.89061 210.009691 \nL 558.00519 195.141484 \nL 558.11977 211.29863 \nL 558.921829 211.29863 \nL 559.036409 191.264236 \nL 560.067628 191.264236 \nL 560.182208 173.622934 \nL 560.755107 173.622934 \nL 560.984267 202.961522 \nL 561.213426 202.961522 \nL 561.328006 192.364963 \nL 562.130065 192.364963 \nL 562.244645 207.727666 \nL 562.473805 207.727666 \nL 562.588385 172.847359 \nL 562.817544 172.847359 \nL 562.932124 166.696454 \nL 563.046704 166.696454 \nL 563.161284 158.257565 \nL 563.505024 158.257565 \nL 563.619603 157.669259 \nL 563.734183 210.432879 \nL 563.848763 210.432879 \nL 564.192503 165.848056 \nL 564.421662 165.848056 \nL 564.536242 207.032761 \nL 564.650822 207.032761 \nL 564.765402 177.091856 \nL 564.879982 177.091856 \nL 564.994562 197.064793 \nL 567.286159 197.064793 \nL 567.400739 195.286076 \nL 567.515319 204.588 \nL 568.202798 204.588 \nL 568.317378 180.994632 \nL 569.004857 180.994632 \nL 569.119437 194.868223 \nL 569.234017 194.271008 \nL 569.577756 194.271008 \nL 569.692336 221.549419 \nL 570.036076 221.549419 \nL 570.150655 195.735419 \nL 571.181874 195.735419 \nL 571.296454 192.283915 \nL 571.411034 210.760062 \nL 571.525614 210.760062 \nL 571.640194 191.219513 \nL 573.244312 191.219513 \nL 573.358892 195.822222 \nL 573.702631 195.822222 \nL 573.817211 196.423608 \nL 574.61927 196.423608 \nL 574.73385 204.931513 \nL 577.025447 204.931513 \nL 577.140027 199.068105 \nL 578.056666 199.068105 \nL 578.171246 202.808629 \nL 578.629565 202.808629 \nL 578.744145 188.893075 \nL 579.202464 188.893075 \nL 579.317044 199.18236 \nL 579.660784 199.18236 \nL 579.775364 197.172768 \nL 580.004523 197.172768 \nL 580.119103 221.335542 \nL 580.462843 221.335542 \nL 580.577423 183.077441 \nL 580.692003 183.077441 \nL 580.806582 179.870575 \nL 581.035742 179.870575 \nL 581.150322 214.419956 \nL 581.379482 214.419956 \nL 581.723221 162.910649 \nL 582.75444 162.910649 \nL 582.86902 187.243603 \nL 583.785659 187.243603 \nL 583.900239 203.991747 \nL 584.243978 203.991747 \nL 584.358558 220.396662 \nL 584.473138 206.838779 \nL 584.587718 206.838779 \nL 584.702298 187.867419 \nL 584.816878 187.867419 \nL 584.931457 208.876773 \nL 585.046037 208.876773 \nL 585.160617 191.501485 \nL 585.618937 191.501485 \nL 585.733516 192.986559 \nL 585.848096 192.986559 \nL 585.962676 192.59768 \nL 586.077256 181.880213 \nL 586.420996 181.880213 \nL 586.535575 190.498874 \nL 586.764735 190.498874 \nL 586.879315 191.151555 \nL 587.108475 174.285555 \nL 587.223055 174.450954 \nL 587.452214 174.450954 \nL 587.681374 205.543119 \nL 589.056332 205.543119 \nL 589.170912 180.452575 \nL 589.285492 180.452575 \nL 589.400072 186.350837 \nL 590.202131 186.350837 \nL 590.316711 180.853302 \nL 590.88961 180.853302 \nL 591.00419 207.218854 \nL 591.691669 207.218854 \nL 591.806249 214.788925 \nL 591.920829 197.031289 \nL 592.035409 217.086562 \nL 592.608308 217.086562 \nL 592.722888 170.202986 \nL 592.952048 170.202986 \nL 593.066627 205.832047 \nL 593.410367 205.832047 \nL 593.524947 180.984065 \nL 593.639527 180.984065 \nL 593.754107 199.225122 \nL 595.587384 199.225122 \nL 595.701964 181.687291 \nL 595.816544 192.74411 \nL 595.931124 192.74411 \nL 596.045704 186.844354 \nL 596.274863 186.844354 \nL 596.389443 189.525304 \nL 596.504023 189.525304 \nL 596.618603 198.960426 \nL 597.878982 198.960426 \nL 597.993561 199.814811 \nL 598.222721 199.814811 \nL 598.337301 215.017052 \nL 598.451881 215.017052 \nL 598.681041 166.941764 \nL 598.79562 166.941764 \nL 598.9102 179.415757 \nL 599.36852 179.415757 \nL 599.4831 201.096344 \nL 599.712259 201.096344 \nL 599.826839 199.817723 \nL 599.941419 199.817723 \nL 600.055999 192.519977 \nL 600.743478 192.519977 \nL 600.858058 184.780307 \nL 601.545537 184.780307 \nL 601.660117 208.304416 \nL 601.774697 208.304416 \nL 601.889277 191.350667 \nL 602.233016 191.350667 \nL 602.347596 172.469501 \nL 602.462176 172.469501 \nL 602.576756 195.512005 \nL 603.149655 195.512005 \nL 603.264235 158.13466 \nL 603.378815 171.489086 \nL 603.722554 171.489086 \nL 603.951714 190.075979 \nL 604.639193 190.075979 \nL 604.753773 210.494046 \nL 604.982933 210.494046 \nL 605.097513 195.206534 \nL 605.441252 195.206534 \nL 605.555832 199.46378 \nL 605.670412 172.908497 \nL 605.784992 172.908497 \nL 606.128731 192.371927 \nL 606.587051 192.371927 \nL 606.701631 179.80157 \nL 606.816211 179.80157 \nL 606.93079 189.916332 \nL 607.61827 189.916332 \nL 607.732849 199.248748 \nL 609.795287 199.248748 \nL 609.909867 195.491247 \nL 610.826506 195.491247 \nL 610.941086 207.839028 \nL 611.055665 207.839028 \nL 611.170245 207.429231 \nL 611.284825 205.503144 \nL 612.201464 205.503144 \nL 612.316044 179.266757 \nL 612.430624 202.104548 \nL 612.545204 202.104548 \nL 612.659783 186.961838 \nL 612.774363 189.98875 \nL 613.003523 189.98875 \nL 613.118103 197.952683 \nL 613.576422 197.952683 \nL 613.691002 192.658988 \nL 613.805582 198.340554 \nL 613.920162 198.340554 \nL 614.034742 179.47667 \nL 614.149322 190.765978 \nL 614.263902 190.765978 \nL 614.378481 168.426666 \nL 614.607641 168.426666 \nL 614.722221 175.819823 \nL 614.836801 175.819823 \nL 614.951381 205.36234 \nL 615.18054 205.36234 \nL 615.29512 212.233382 \nL 615.4097 212.233382 \nL 615.52428 206.881909 \nL 615.63886 206.881909 \nL 615.75344 215.058139 \nL 616.097179 215.058139 \nL 616.211759 183.983259 \nL 617.357558 183.983259 \nL 617.472138 181.449281 \nL 617.586717 181.449281 \nL 617.701297 169.293032 \nL 617.815877 169.293032 \nL 617.930457 186.480944 \nL 618.045037 165.459354 \nL 618.159617 165.459354 \nL 618.274197 191.877299 \nL 618.388776 183.1203 \nL 618.503356 203.540624 \nL 618.847096 203.540624 \nL 618.961676 173.856232 \nL 619.076256 185.660138 \nL 619.190835 178.827401 \nL 619.992895 178.827401 \nL 620.107474 185.701295 \nL 620.222054 170.733391 \nL 621.024113 170.733391 \nL 621.138693 213.415951 \nL 621.367853 213.415951 \nL 621.482433 199.738972 \nL 622.971971 199.738972 \nL 623.086551 195.323368 \nL 625.721888 195.323368 \nL 625.836467 207.244642 \nL 625.951047 188.438467 \nL 626.065627 188.438467 \nL 626.180207 181.760519 \nL 626.294787 181.760519 \nL 626.409367 199.468912 \nL 626.523947 199.468912 \nL 626.638526 181.874865 \nL 626.867686 181.874865 \nL 626.982266 209.113433 \nL 627.096846 198.796888 \nL 627.326006 198.796888 \nL 627.440585 187.837152 \nL 627.784325 187.837152 \nL 627.898905 218.437168 \nL 628.013485 218.437168 \nL 628.242644 187.001231 \nL 629.159283 187.001231 \nL 629.273863 182.203331 \nL 629.961342 182.203331 \nL 630.075922 200.065545 \nL 630.190502 183.44514 \nL 630.763401 183.44514 \nL 630.877981 175.063569 \nL 631.107141 175.063569 \nL 631.221721 174.551107 \nL 631.68004 174.551107 \nL 631.79462 201.568608 \nL 631.9092 201.568608 \nL 632.02378 225.856777 \nL 632.596679 225.856777 \nL 632.711259 205.070034 \nL 633.513318 205.070034 \nL 633.627898 163.227643 \nL 633.742478 163.227643 \nL 633.857058 218.068409 \nL 633.971637 203.868165 \nL 634.200797 203.868165 \nL 634.315377 180.401197 \nL 635.461176 180.401197 \nL 635.575755 197.41168 \nL 635.690335 197.41168 \nL 635.804915 202.705769 \nL 636.034075 202.705769 \nL 636.148655 176.293212 \nL 636.836134 176.293212 \nL 636.950714 179.683484 \nL 637.638193 179.683484 \nL 637.752773 185.01554 \nL 638.325672 185.01554 \nL 638.440252 222.947264 \nL 638.783992 222.947264 \nL 639.013151 179.448676 \nL 639.586051 179.448676 \nL 639.70063 173.189871 \nL 639.81521 188.121682 \nL 639.92979 188.121682 \nL 640.04437 191.23342 \nL 640.15895 209.41818 \nL 640.502689 209.41818 \nL 640.617269 181.574423 \nL 641.533908 181.574423 \nL 641.648488 180.598497 \nL 642.679707 180.598497 \nL 642.794287 228.716581 \nL 642.908866 226.561484 \nL 643.367186 226.561484 \nL 643.481766 155.909434 \nL 643.596346 155.909434 \nL 643.710926 196.67665 \nL 646.117103 196.67665 \nL 646.231682 184.621498 \nL 646.460842 184.621498 \nL 646.575422 190.358472 \nL 647.377481 190.358472 \nL 647.492061 205.797516 \nL 648.4087 205.797516 \nL 648.52328 171.771545 \nL 648.637859 171.771545 \nL 648.752439 196.489069 \nL 649.210759 196.489069 \nL 649.325339 178.506638 \nL 650.012818 178.506638 \nL 650.127398 197.767348 \nL 650.241978 197.767348 \nL 650.356557 195.010367 \nL 650.471137 204.479367 \nL 650.585717 204.479367 \nL 650.700297 176.508957 \nL 651.273196 176.508957 \nL 651.387776 216.247168 \nL 651.616936 172.705661 \nL 651.731516 219.351991 \nL 652.304415 219.351991 \nL 652.533575 184.853745 \nL 652.648155 193.573268 \nL 652.762734 193.573268 \nL 652.877314 204.82076 \nL 653.221054 204.82076 \nL 653.335634 196.426378 \nL 653.564793 196.426378 \nL 653.679373 208.176982 \nL 653.793953 208.176982 \nL 653.908533 204.951704 \nL 654.023113 204.951704 \nL 654.137693 201.882033 \nL 656.31471 201.882033 \nL 656.42929 193.999758 \nL 656.54387 198.907224 \nL 656.65845 177.089711 \nL 656.77303 208.536224 \nL 658.033408 208.536224 \nL 658.147988 191.515686 \nL 658.606307 191.515686 \nL 658.720887 181.754542 \nL 658.950047 181.754542 \nL 659.064627 199.081246 \nL 659.179207 177.902893 \nL 659.866686 177.902893 \nL 659.981266 211.448843 \nL 660.554165 211.448843 \nL 660.668745 174.299089 \nL 661.127064 174.299089 \nL 661.241644 213.480018 \nL 661.356224 213.480018 \nL 661.470804 189.986998 \nL 661.814543 189.986998 \nL 661.929123 193.850587 \nL 662.731182 193.850587 \nL 662.845762 219.962599 \nL 662.960342 178.332766 \nL 663.304082 178.332766 \nL 663.418661 195.996122 \nL 663.762401 195.996122 \nL 663.876981 191.709361 \nL 664.56446 191.709361 \nL 664.67904 207.410099 \nL 665.366519 207.410099 \nL 665.481099 221.467211 \nL 665.939418 221.467211 \nL 666.053998 173.461173 \nL 666.397738 173.461173 \nL 666.512318 190.570479 \nL 666.856057 190.570479 \nL 666.970637 179.410216 \nL 667.428957 179.410216 \nL 667.543536 159.384398 \nL 667.658116 211.34621 \nL 667.772696 211.34621 \nL 667.887276 172.240285 \nL 668.689335 172.240285 \nL 668.803915 194.404382 \nL 670.408033 194.404382 \nL 670.522613 199.675894 \nL 670.751772 199.675894 \nL 670.866352 213.253283 \nL 670.980932 194.839934 \nL 671.095512 206.287528 \nL 671.210092 206.287528 \nL 671.324672 193.742053 \nL 671.439252 193.742053 \nL 671.553831 181.800938 \nL 671.668411 181.800938 \nL 671.782991 187.98368 \nL 672.241311 187.98368 \nL 672.355891 179.811713 \nL 672.92879 179.811713 \nL 673.04337 188.997347 \nL 673.15795 188.997347 \nL 673.272529 195.852862 \nL 673.387109 195.852862 \nL 673.501689 182.633932 \nL 674.532908 182.633932 \nL 674.647488 184.89873 \nL 674.762068 206.965216 \nL 674.991227 206.965216 \nL 675.105807 221.035516 \nL 675.220387 221.035516 \nL 675.334967 196.320619 \nL 676.366186 196.320619 \nL 676.480765 203.009692 \nL 676.939085 203.009692 \nL 677.168245 178.15111 \nL 677.626564 178.15111 \nL 677.741144 164.777379 \nL 677.855724 220.817011 \nL 679.116102 220.817011 \nL 679.230682 173.020064 \nL 679.345262 173.020064 \nL 679.459842 201.83373 \nL 680.032741 201.83373 \nL 680.147321 181.86 \nL 680.261901 181.86 \nL 680.376481 200.385008 \nL 681.636859 200.385008 \nL 681.751439 204.901539 \nL 681.866019 204.901539 \nL 681.980599 172.996699 \nL 682.095179 172.996699 \nL 682.209758 209.40397 \nL 682.897238 209.40397 \nL 683.011817 194.299056 \nL 683.699297 194.299056 \nL 683.928456 205.625751 \nL 684.043036 201.0107 \nL 684.157616 176.607516 \nL 684.730515 176.607516 \nL 684.845095 181.461049 \nL 684.959675 181.461049 \nL 685.074255 214.552878 \nL 685.188835 183.732817 \nL 685.303415 193.453733 \nL 685.532574 193.453733 \nL 685.647154 206.127963 \nL 687.480432 206.127963 \nL 687.595012 185.22648 \nL 687.709592 185.22648 \nL 687.824172 179.679804 \nL 687.938751 195.307259 \nL 688.282491 195.307259 \nL 688.397071 207.19262 \nL 689.42829 207.19262 \nL 689.542869 185.822324 \nL 689.772029 185.822324 \nL 689.886609 208.664221 \nL 690.001189 208.664221 \nL 690.115769 200.363093 \nL 690.574088 200.363093 \nL 690.688668 197.138525 \nL 691.949047 197.138525 \nL 692.063626 201.234821 \nL 692.407366 201.234821 \nL 692.521946 208.265459 \nL 693.553165 208.265459 \nL 693.667744 207.914101 \nL 693.782324 187.205435 \nL 694.355224 187.205435 \nL 694.469803 162.639096 \nL 694.584383 162.639096 \nL 694.698963 194.906779 \nL 695.501022 194.906779 \nL 695.615602 191.117671 \nL 695.730182 191.117671 \nL 695.844762 210.370835 \nL 695.959342 210.370835 \nL 696.073922 207.607359 \nL 696.188501 207.607359 \nL 696.303081 167.110182 \nL 696.417661 184.026397 \nL 696.646821 184.026397 \nL 696.761401 214.31422 \nL 696.875981 211.289499 \nL 697.44888 211.289499 \nL 697.56346 219.334429 \nL 697.907199 219.334429 \nL 698.021779 186.981816 \nL 698.136359 207.090867 \nL 698.250939 207.090867 \nL 698.365519 199.699628 \nL 699.052998 199.699628 \nL 699.167578 192.611328 \nL 699.511317 192.611328 \nL 699.625897 208.279724 \nL 700.198796 208.279724 \nL 700.313376 182.264242 \nL 700.542536 182.264242 \nL 700.771696 206.203343 \nL 701.115435 206.203343 \nL 701.230015 199.30651 \nL 701.344595 199.30651 \nL 701.573755 176.017271 \nL 701.688335 176.017271 \nL 701.802915 178.324881 \nL 701.917494 201.553836 \nL 702.032074 201.553836 \nL 702.146654 216.166759 \nL 702.604974 216.166759 \nL 702.719553 192.029453 \nL 702.834133 191.358252 \nL 703.865352 191.358252 \nL 703.979932 177.953436 \nL 704.094512 177.953436 \nL 704.209092 182.673171 \nL 704.438251 182.673171 \nL 704.552831 162.988465 \nL 704.667411 177.443582 \nL 705.12573 177.443582 \nL 705.24031 211.660364 \nL 705.69863 211.660364 \nL 705.81321 206.566731 \nL 705.927789 206.566731 \nL 706.042369 218.550981 \nL 707.417328 218.550981 \nL 707.531908 198.979384 \nL 707.646487 198.979384 \nL 707.761067 170.049548 \nL 707.990227 170.049548 \nL 708.104807 169.424587 \nL 708.219387 169.424587 \nL 708.333967 203.110637 \nL 708.448546 203.110637 \nL 708.563126 204.57028 \nL 708.677706 217.427195 \nL 708.792286 217.427195 \nL 708.906866 187.683721 \nL 709.365185 187.683721 \nL 709.479765 186.120475 \nL 709.708925 186.120475 \nL 709.823505 218.986897 \nL 710.052664 218.986897 \nL 710.167244 193.332229 \nL 710.510984 193.332229 \nL 710.625564 191.280272 \nL 710.969303 191.280272 \nL 711.083883 192.814317 \nL 711.427623 192.814317 \nL 711.542203 215.152375 \nL 711.656782 212.908197 \nL 711.771362 190.514992 \nL 712.573421 190.514992 \nL 712.688001 194.097975 \nL 713.260901 194.097975 \nL 713.37548 185.180002 \nL 714.865019 185.180002 \nL 714.979598 206.821599 \nL 715.552498 206.821599 \nL 715.667078 178.574 \nL 715.781657 218.448418 \nL 715.896237 218.448418 \nL 716.010817 203.272906 \nL 716.239977 203.272906 \nL 716.354557 184.524967 \nL 716.469137 184.524967 \nL 716.583716 176.416713 \nL 716.698296 188.623017 \nL 716.812876 188.623017 \nL 716.927456 188.760763 \nL 717.042036 168.552821 \nL 717.156616 191.30122 \nL 717.271196 191.30122 \nL 717.385775 182.682895 \nL 717.500355 187.655687 \nL 717.844095 187.655687 \nL 717.958675 200.89121 \nL 718.187834 200.89121 \nL 718.302414 181.135477 \nL 718.646154 181.135477 \nL 718.760734 196.287669 \nL 718.875314 196.287669 \nL 718.989894 201.359854 \nL 719.104473 178.896008 \nL 719.677373 178.896008 \nL 719.791953 216.253596 \nL 721.052331 216.253596 \nL 721.166911 211.465502 \nL 721.62523 211.465502 \nL 721.73981 207.263207 \nL 723.458508 207.263207 \nL 723.573088 188.167432 \nL 724.948046 188.167432 \nL 725.062626 206.369829 \nL 725.177206 182.05597 \nL 725.291786 182.05597 \nL 725.406366 167.111129 \nL 726.437584 167.111129 \nL 726.552164 180.100565 \nL 726.781324 180.100565 \nL 726.895904 209.149228 \nL 727.239643 209.149228 \nL 727.354223 212.568874 \nL 727.583383 212.568874 \nL 727.697963 205.861077 \nL 728.041702 205.861077 \nL 728.156282 192.07679 \nL 728.270862 200.898381 \nL 730.21872 200.898381 \nL 730.3333 207.184121 \nL 731.364518 207.184121 \nL 731.479098 205.794403 \nL 731.937418 205.794403 \nL 732.051998 202.530562 \nL 732.395737 202.530562 \nL 732.510317 208.411759 \nL 733.083216 208.411759 \nL 733.197796 178.453726 \nL 733.541536 178.453726 \nL 733.656116 201.621478 \nL 733.770695 198.992237 \nL 733.999855 198.992237 \nL 734.114435 213.319766 \nL 734.458175 213.319766 \nL 734.572754 203.297286 \nL 734.687334 203.297286 \nL 734.916494 194.813075 \nL 736.176872 194.813075 \nL 736.291452 174.623207 \nL 736.406032 208.441338 \nL 736.978932 208.441338 \nL 737.093511 188.682277 \nL 737.551831 188.682277 \nL 737.666411 229.364251 \nL 737.780991 220.610568 \nL 738.01015 220.610568 \nL 738.12473 218.985684 \nL 738.23931 191.708906 \nL 738.46847 191.708906 \nL 738.697629 185.905481 \nL 738.926789 185.905481 \nL 739.155949 220.492205 \nL 739.270529 195.868228 \nL 739.385109 208.390339 \nL 739.499688 208.390339 \nL 739.614268 199.47424 \nL 739.728848 181.806065 \nL 740.416327 181.806065 \nL 740.530907 199.564985 \nL 741.103806 199.564985 \nL 741.218386 189.582513 \nL 741.447546 189.582513 \nL 741.562126 214.685193 \nL 742.707925 214.578866 \nL 742.822504 209.703795 \nL 743.395404 209.703795 \nL 743.509984 207.215994 \nL 743.968303 207.215994 \nL 744.082883 191.053581 \nL 744.197463 194.248238 \nL 745.801581 194.248238 \nL 745.916161 211.298798 \nL 746.03074 206.184395 \nL 746.14532 215.982671 \nL 746.2599 215.982671 \nL 746.37448 194.419952 \nL 747.749438 194.419952 \nL 747.864018 195.18418 \nL 747.978598 195.18418 \nL 748.093178 174.744602 \nL 748.551497 174.744602 \nL 748.780657 146.522246 \nL 749.353556 146.522246 \nL 749.468136 179.800055 \nL 749.697296 179.800055 \nL 749.811876 210.92532 \nL 749.926456 210.92532 \nL 750.041036 172.836498 \nL 750.499355 172.836498 \nL 750.613935 168.383384 \nL 750.728515 168.383384 \nL 750.843095 184.725301 \nL 751.186834 184.725301 \nL 751.301414 220.992841 \nL 751.415994 182.375587 \nL 751.530574 182.375587 \nL 751.645154 214.164896 \nL 751.759733 214.164896 \nL 751.874313 188.354548 \nL 752.447213 188.354548 \nL 752.561792 180.712697 \nL 752.676372 158.019808 \nL 753.478431 158.019808 \nL 753.593011 226.372542 \nL 753.936751 226.372542 \nL 754.051331 194.922775 \nL 754.28049 194.922775 \nL 754.39507 192.499004 \nL 755.311709 192.499004 \nL 755.426289 191.397456 \nL 755.999188 191.397456 \nL 756.113768 218.555707 \nL 756.686667 218.555707 \nL 756.801247 184.917318 \nL 757.717886 184.917318 \nL 757.832466 188.791969 \nL 758.405365 188.791969 \nL 758.519945 197.459565 \nL 758.978265 197.459565 \nL 759.092844 174.367447 \nL 759.436584 174.367447 \nL 759.551164 178.464604 \nL 759.780324 178.464604 \nL 759.894904 209.566639 \nL 760.353223 209.566639 \nL 760.467803 195.934778 \nL 760.582383 197.362706 \nL 761.155282 197.362706 \nL 761.269862 194.010544 \nL 761.384442 194.010544 \nL 761.499022 191.022785 \nL 761.613601 183.631175 \nL 762.64482 183.631175 \nL 762.7594 187.228526 \nL 763.561459 187.228526 \nL 763.676039 189.835426 \nL 763.905199 189.835426 \nL 764.019778 217.753532 \nL 764.363518 217.753532 \nL 764.478098 207.236539 \nL 764.592678 186.23605 \nL 765.165577 186.23605 \nL 765.394737 185.825294 \nL 765.623897 185.825294 \nL 765.738476 192.463418 \nL 765.853056 183.418863 \nL 766.655115 183.418863 \nL 766.769695 159.384053 \nL 766.884275 209.388976 \nL 768.259233 209.388976 \nL 768.373813 178.853025 \nL 768.717553 178.853025 \nL 768.832133 217.076293 \nL 769.175872 217.076293 \nL 769.290452 176.928821 \nL 769.977931 176.928821 \nL 770.092511 203.76637 \nL 770.207091 203.76637 \nL 770.321671 167.571203 \nL 771.00915 167.571203 \nL 771.12373 196.459437 \nL 771.925789 196.459437 \nL 772.040369 205.957865 \nL 773.529907 205.957865 \nL 773.644487 190.701802 \nL 773.873646 190.701802 \nL 773.988226 185.064815 \nL 774.561126 185.064815 \nL 774.675705 182.327943 \nL 774.790285 232.210347 \nL 775.134025 232.210347 \nL 775.248605 213.184637 \nL 775.592344 213.184637 \nL 775.706924 183.634909 \nL 775.821504 224.850658 \nL 775.936084 224.850658 \nL 776.050664 205.588735 \nL 776.279823 205.588735 \nL 776.394403 161.011244 \nL 776.508983 191.23028 \nL 776.623563 191.23028 \nL 776.738143 208.162846 \nL 776.852723 178.398623 \nL 777.081883 178.398623 \nL 777.196462 193.79002 \nL 777.540202 193.79002 \nL 777.654782 183.684465 \nL 777.998521 183.684465 \nL 778.113101 158.262745 \nL 778.227681 158.262745 \nL 778.342261 214.671497 \nL 778.456841 199.341821 \nL 780.060959 199.341821 \nL 780.175539 201.973337 \nL 780.633858 201.973337 \nL 780.748438 205.18541 \nL 781.665077 205.18541 \nL 781.779657 196.731049 \nL 782.581716 196.731049 \nL 782.696296 179.456555 \nL 783.383775 179.456555 \nL 783.498355 175.703968 \nL 783.612935 175.703968 \nL 783.842094 200.905793 \nL 783.956674 194.364753 \nL 784.758733 194.364753 \nL 784.873313 175.091724 \nL 785.217053 175.091724 \nL 785.331632 176.139732 \nL 785.446212 186.182984 \nL 785.904532 186.182984 \nL 786.019112 201.381495 \nL 786.706591 201.381495 \nL 786.821171 194.396411 \nL 787.16491 194.396411 \nL 787.27949 183.448547 \nL 787.39407 183.448547 \nL 787.50865 203.327141 \nL 787.737809 174.757882 \nL 788.196129 174.757882 \nL 788.425289 161.546002 \nL 788.539868 171.335317 \nL 788.654448 199.472123 \nL 788.998188 199.472123 \nL 789.112768 205.95019 \nL 789.227348 182.30685 \nL 789.341928 183.138268 \nL 789.456507 183.138268 \nL 789.571087 205.997725 \nL 790.373146 205.997725 \nL 790.487726 208.276167 \nL 790.602306 208.338642 \nL 790.716886 166.519916 \nL 790.831466 166.519916 \nL 791.060625 210.49386 \nL 791.518945 210.49386 \nL 791.633525 215.437455 \nL 791.748105 236.823199 \nL 791.862684 236.823199 \nL 791.977264 205.448273 \nL 792.091844 205.448273 \nL 792.206424 178.736002 \nL 792.893903 178.736002 \nL 793.008483 193.19736 \nL 793.123063 193.19736 \nL 793.237643 196.252067 \nL 794.727181 196.252067 \nL 794.956341 181.677552 \nL 795.070921 181.677552 \nL 795.1855 178.365936 \nL 795.41466 178.365936 \nL 795.52924 211.469182 \nL 796.445879 211.469182 \nL 796.560459 219.957896 \nL 796.789618 219.957896 \nL 796.904198 174.51394 \nL 798.164577 174.51394 \nL 798.279157 181.538875 \nL 798.393736 181.538875 \nL 798.508316 175.876587 \nL 798.622896 197.287021 \nL 799.310375 197.287021 \nL 799.424955 206.113501 \nL 800.685334 206.106434 \nL 800.799914 194.509622 \nL 801.831132 194.509622 \nL 801.945712 168.66404 \nL 802.404032 168.66404 \nL 802.518611 156.738933 \nL 802.633191 156.738933 \nL 802.862351 222.83331 \nL 802.976931 222.83331 \nL 803.206091 177.465654 \nL 803.32067 208.921245 \nL 803.43525 186.430701 \nL 804.351889 186.430701 \nL 804.466469 194.877873 \nL 805.841427 194.877873 \nL 805.956007 191.286381 \nL 806.070587 191.286381 \nL 806.185167 204.880208 \nL 806.758066 204.880208 \nL 806.872646 200.374772 \nL 807.216386 200.374772 \nL 807.330966 166.73062 \nL 807.445545 196.889477 \nL 807.903865 196.889477 \nL 808.018445 186.6358 \nL 808.133025 187.402839 \nL 808.476764 187.402839 \nL 808.591344 222.035238 \nL 808.705924 218.464204 \nL 809.622563 218.464204 \nL 809.737143 220.071742 \nL 810.080882 220.071742 \nL 810.195462 198.503346 \nL 810.539202 198.503346 \nL 810.653781 201.499709 \nL 811.45584 201.499709 \nL 811.57042 190.068963 \nL 811.685 190.068963 \nL 811.79958 186.868624 \nL 812.372479 186.868624 \nL 812.601639 214.104279 \nL 812.716219 214.104279 \nL 812.830799 171.204845 \nL 812.945379 171.204845 \nL 813.059959 181.141118 \nL 813.289118 181.141118 \nL 813.403698 184.457912 \nL 813.632858 184.457912 \nL 813.747438 172.208223 \nL 813.862018 214.32894 \nL 814.091177 214.32894 \nL 814.205757 219.526327 \nL 814.778656 219.526327 \nL 814.893236 198.734917 \nL 815.122396 198.734917 \nL 815.236976 213.18962 \nL 815.466136 213.18962 \nL 815.695295 174.719922 \nL 815.809875 174.719922 \nL 815.924455 221.652775 \nL 816.039035 221.652775 \nL 816.153615 209.075498 \nL 816.382774 209.075498 \nL 816.497354 214.019211 \nL 816.611934 214.019211 \nL 816.726514 200.289981 \nL 817.184833 200.289981 \nL 817.299413 220.063125 \nL 817.413993 178.489212 \nL 817.528573 178.489212 \nL 817.643153 176.084519 \nL 817.757733 176.084519 \nL 817.872313 174.179563 \nL 817.986893 174.179563 \nL 818.216052 228.372774 \nL 818.330632 195.777672 \nL 818.674372 222.471802 \nL 818.788952 222.471802 \nL 819.018111 178.378338 \nL 819.476431 178.378338 \nL 819.591011 229.425926 \nL 819.82017 229.425926 \nL 819.93475 187.324579 \nL 820.27849 187.324579 \nL 820.39307 216.614235 \nL 820.507649 216.614235 \nL 820.622229 210.934847 \nL 820.851389 210.934847 \nL 820.965969 192.73082 \nL 821.882608 192.73082 \nL 821.997188 165.940169 \nL 822.455507 165.940169 \nL 822.570087 200.16233 \nL 823.830465 200.16233 \nL 823.945045 231.461432 \nL 824.747104 231.461432 \nL 824.976264 172.301978 \nL 826.007483 172.301978 \nL 826.122063 190.496479 \nL 826.694962 190.496479 \nL 826.809542 182.24894 \nL 826.924122 183.414713 \nL 827.726181 183.414713 \nL 827.84076 206.307017 \nL 828.1845 206.307017 \nL 828.29908 183.78391 \nL 828.52824 183.78391 \nL 828.757399 184.128181 \nL 828.986559 184.458463 \nL 830.705257 184.458463 \nL 830.819837 197.1834 \nL 831.278156 197.1834 \nL 831.392736 242.6 \nL 831.507316 242.6 \nL 831.621896 207.928805 \nL 832.080215 207.928805 \nL 832.194795 190.267314 \nL 832.309375 190.267314 \nL 832.309375 190.267314 \n\" style=\"fill:none;stroke:#2ca02c;stroke-linecap:square;stroke-opacity:0.5;stroke-width:1.5;\"/>\n   </g>\n   <g id=\"patch_256\">\n    <path d=\"M 471.503125 242.6 \nL 471.503125 145.8 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_257\">\n    <path d=\"M 849.490625 242.6 \nL 849.490625 145.8 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_258\">\n    <path d=\"M 471.503125 242.6 \nL 849.490625 242.6 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_259\">\n    <path d=\"M 471.503125 145.8 \nL 849.490625 145.8 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n  </g>\n </g>\n <defs>\n  <clipPath id=\"p1001b2188e\">\n   <rect height=\"96.8\" width=\"377.9875\" x=\"46.965625\" y=\"7.2\"/>\n  </clipPath>\n  <clipPath id=\"p4e5f03773d\">\n   <rect height=\"96.8\" width=\"377.9875\" x=\"471.503125\" y=\"7.2\"/>\n  </clipPath>\n  <clipPath id=\"p0f15c74df6\">\n   <rect height=\"96.8\" width=\"377.9875\" x=\"46.965625\" y=\"145.8\"/>\n  </clipPath>\n  <clipPath id=\"p302bbb1ed1\">\n   <rect height=\"96.8\" width=\"377.9875\" x=\"471.503125\" y=\"145.8\"/>\n  </clipPath>\n </defs>\n</svg>\n",
+      "image/png": "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\n"
+     },
+     "metadata": {
+      "needs_background": "light"
+     }
+    }
+   ],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "import pints.plot\n",
+    "\n",
+    "# Set warmup iterations\n",
+    "warmup = 1000\n",
+    "\n",
+    "# Show summary\n",
+    "print(pints.MCMCSummary(chains=chains[:, warmup:]))\n",
+    "\n",
+    "# Plot traces\n",
+    "fig = pints.plot.trace(chains[:, warmup:])\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "source": [
+    "### Visualise $\\hat{R}$ and ESS over length of chains"
+   ],
+   "cell_type": "markdown",
+   "metadata": {}
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "display_data",
+     "data": {
+      "text/plain": "<Figure size 432x288 with 1 Axes>",
+      "image/svg+xml": "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n<!-- Created with matplotlib (https://matplotlib.org/) -->\n<svg height=\"262.19625pt\" version=\"1.1\" viewBox=\"0 0 403.047022 262.19625\" width=\"403.047022pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n <metadata>\n  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\n   <cc:Work>\n    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\n    <dc:date>2021-02-09T16:50:44.477111</dc:date>\n    <dc:format>image/svg+xml</dc:format>\n    <dc:creator>\n     <cc:Agent>\n      <dc:title>Matplotlib v3.3.4, https://matplotlib.org/</dc:title>\n     </cc:Agent>\n    </dc:creator>\n   </cc:Work>\n  </rdf:RDF>\n </metadata>\n <defs>\n  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\n </defs>\n <g id=\"figure_1\">\n  <g id=\"patch_1\">\n   <path d=\"M 0 262.19625 \nL 403.047022 262.19625 \nL 403.047022 0 \nL 0 0 \nz\n\" style=\"fill:none;\"/>\n  </g>\n  <g id=\"axes_1\">\n   <g id=\"patch_2\">\n    <path d=\"M 56.50625 224.64 \nL 391.30625 224.64 \nL 391.30625 7.2 \nL 56.50625 7.2 \nz\n\" style=\"fill:#ffffff;\"/>\n   </g>\n   <g id=\"PathCollection_1\">\n    <defs>\n     <path d=\"M 0 3 \nC 0.795609 3 1.55874 2.683901 2.12132 2.12132 \nC 2.683901 1.55874 3 0.795609 3 0 \nC 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \nC 1.55874 -2.683901 0.795609 -3 0 -3 \nC -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \nC -2.683901 -1.55874 -3 -0.795609 -3 0 \nC -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \nC -1.55874 2.683901 -0.795609 3 0 3 \nz\n\" id=\"m785a366e9e\" style=\"stroke:#1f77b4;\"/>\n    </defs>\n    <g clip-path=\"url(#p6b6ed5051f)\">\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"71.724432\" xlink:href=\"#m785a366e9e\" y=\"54.240845\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"75.577136\" xlink:href=\"#m785a366e9e\" y=\"33.505407\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"79.42984\" xlink:href=\"#m785a366e9e\" y=\"89.032879\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"83.282545\" xlink:href=\"#m785a366e9e\" y=\"123.467617\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"87.135249\" xlink:href=\"#m785a366e9e\" y=\"135.321585\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"90.987953\" xlink:href=\"#m785a366e9e\" y=\"138.624187\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"94.840657\" xlink:href=\"#m785a366e9e\" y=\"148.557888\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"98.693362\" xlink:href=\"#m785a366e9e\" y=\"170.123333\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"102.546066\" xlink:href=\"#m785a366e9e\" y=\"162.472085\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"106.39877\" xlink:href=\"#m785a366e9e\" y=\"168.138646\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"110.251474\" xlink:href=\"#m785a366e9e\" y=\"171.215642\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"114.104179\" xlink:href=\"#m785a366e9e\" y=\"173.944118\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"117.956883\" xlink:href=\"#m785a366e9e\" y=\"178.181373\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"121.809587\" xlink:href=\"#m785a366e9e\" y=\"180.409126\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"125.662291\" xlink:href=\"#m785a366e9e\" y=\"170.263257\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"129.514996\" xlink:href=\"#m785a366e9e\" y=\"178.927923\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"133.3677\" xlink:href=\"#m785a366e9e\" y=\"176.220985\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"137.220404\" xlink:href=\"#m785a366e9e\" y=\"177.074402\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"141.073108\" xlink:href=\"#m785a366e9e\" y=\"176.203727\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"144.925813\" xlink:href=\"#m785a366e9e\" y=\"173.493647\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"148.778517\" xlink:href=\"#m785a366e9e\" y=\"167.780785\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"152.631221\" xlink:href=\"#m785a366e9e\" y=\"174.492209\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"156.483925\" xlink:href=\"#m785a366e9e\" y=\"182.902839\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"160.33663\" xlink:href=\"#m785a366e9e\" y=\"188.912172\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"164.189334\" xlink:href=\"#m785a366e9e\" y=\"193.7117\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"168.042038\" xlink:href=\"#m785a366e9e\" y=\"193.973753\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"171.894743\" xlink:href=\"#m785a366e9e\" y=\"196.606978\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"175.747447\" xlink:href=\"#m785a366e9e\" y=\"199.167798\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"179.600151\" xlink:href=\"#m785a366e9e\" y=\"197.920346\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"183.452855\" xlink:href=\"#m785a366e9e\" y=\"200.10789\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"187.30556\" xlink:href=\"#m785a366e9e\" y=\"205.933428\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"191.158264\" xlink:href=\"#m785a366e9e\" y=\"207.449743\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"195.010968\" xlink:href=\"#m785a366e9e\" y=\"207.329338\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"198.863672\" xlink:href=\"#m785a366e9e\" y=\"205.431387\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"202.716377\" xlink:href=\"#m785a366e9e\" y=\"203.752753\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"206.569081\" xlink:href=\"#m785a366e9e\" y=\"203.959325\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"210.421785\" xlink:href=\"#m785a366e9e\" y=\"201.434728\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"214.274489\" xlink:href=\"#m785a366e9e\" y=\"199.685352\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"218.127194\" xlink:href=\"#m785a366e9e\" y=\"200.973955\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"221.979898\" xlink:href=\"#m785a366e9e\" y=\"201.782888\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"225.832602\" xlink:href=\"#m785a366e9e\" y=\"201.439747\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"229.685306\" xlink:href=\"#m785a366e9e\" y=\"205.569293\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"233.538011\" xlink:href=\"#m785a366e9e\" y=\"207.422333\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"237.390715\" xlink:href=\"#m785a366e9e\" y=\"210.497316\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"241.243419\" xlink:href=\"#m785a366e9e\" y=\"211.042288\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"245.096123\" xlink:href=\"#m785a366e9e\" y=\"208.094567\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"248.948828\" xlink:href=\"#m785a366e9e\" y=\"209.322802\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"252.801532\" xlink:href=\"#m785a366e9e\" y=\"211.660475\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"256.654236\" xlink:href=\"#m785a366e9e\" y=\"211.903884\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"260.50694\" xlink:href=\"#m785a366e9e\" y=\"212.834724\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"264.359645\" xlink:href=\"#m785a366e9e\" y=\"212.070564\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"268.212349\" xlink:href=\"#m785a366e9e\" y=\"212.142989\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"272.065053\" xlink:href=\"#m785a366e9e\" y=\"213.65233\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"275.917757\" xlink:href=\"#m785a366e9e\" y=\"214.519011\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"279.770462\" xlink:href=\"#m785a366e9e\" y=\"214.696169\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"283.623166\" xlink:href=\"#m785a366e9e\" y=\"214.350825\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"287.47587\" xlink:href=\"#m785a366e9e\" y=\"214.418994\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"291.328575\" xlink:href=\"#m785a366e9e\" y=\"213.88925\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"295.181279\" xlink:href=\"#m785a366e9e\" y=\"213.144262\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"299.033983\" xlink:href=\"#m785a366e9e\" y=\"212.006051\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"302.886687\" xlink:href=\"#m785a366e9e\" y=\"212.893498\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"306.739392\" xlink:href=\"#m785a366e9e\" y=\"214.756364\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"310.592096\" xlink:href=\"#m785a366e9e\" y=\"214.511325\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"314.4448\" xlink:href=\"#m785a366e9e\" y=\"213.02963\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"318.297504\" xlink:href=\"#m785a366e9e\" y=\"213.467487\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"322.150209\" xlink:href=\"#m785a366e9e\" y=\"213.487624\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"326.002913\" xlink:href=\"#m785a366e9e\" y=\"213.123493\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"329.855617\" xlink:href=\"#m785a366e9e\" y=\"213.546007\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"333.708321\" xlink:href=\"#m785a366e9e\" y=\"212.183831\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"337.561026\" xlink:href=\"#m785a366e9e\" y=\"212.66009\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"341.41373\" xlink:href=\"#m785a366e9e\" y=\"211.563452\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"345.266434\" xlink:href=\"#m785a366e9e\" y=\"209.893995\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"349.119138\" xlink:href=\"#m785a366e9e\" y=\"208.096311\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"352.971843\" xlink:href=\"#m785a366e9e\" y=\"207.929976\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"356.824547\" xlink:href=\"#m785a366e9e\" y=\"207.171617\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"360.677251\" xlink:href=\"#m785a366e9e\" y=\"205.754722\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"364.529955\" xlink:href=\"#m785a366e9e\" y=\"205.649319\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"368.38266\" xlink:href=\"#m785a366e9e\" y=\"205.896189\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"372.235364\" xlink:href=\"#m785a366e9e\" y=\"205.092375\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"376.088068\" xlink:href=\"#m785a366e9e\" y=\"203.316104\"/>\n    </g>\n   </g>\n   <g id=\"PathCollection_2\">\n    <defs>\n     <path d=\"M 0 3 \nC 0.795609 3 1.55874 2.683901 2.12132 2.12132 \nC 2.683901 1.55874 3 0.795609 3 0 \nC 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \nC 1.55874 -2.683901 0.795609 -3 0 -3 \nC -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \nC -2.683901 -1.55874 -3 -0.795609 -3 0 \nC -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \nC -1.55874 2.683901 -0.795609 3 0 3 \nz\n\" id=\"md1fb4dd4b4\" style=\"stroke:#ff7f0e;\"/>\n    </defs>\n    <g clip-path=\"url(#p6b6ed5051f)\">\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"71.724432\" xlink:href=\"#md1fb4dd4b4\" y=\"51.942385\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"75.577136\" xlink:href=\"#md1fb4dd4b4\" y=\"17.083636\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"79.42984\" xlink:href=\"#md1fb4dd4b4\" y=\"62.649047\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"83.282545\" xlink:href=\"#md1fb4dd4b4\" y=\"78.581053\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"87.135249\" xlink:href=\"#md1fb4dd4b4\" y=\"90.165917\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"90.987953\" xlink:href=\"#md1fb4dd4b4\" y=\"110.537309\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"94.840657\" xlink:href=\"#md1fb4dd4b4\" y=\"127.091097\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"98.693362\" xlink:href=\"#md1fb4dd4b4\" y=\"140.450685\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"102.546066\" xlink:href=\"#md1fb4dd4b4\" y=\"153.420606\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"106.39877\" xlink:href=\"#md1fb4dd4b4\" y=\"170.293268\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"110.251474\" xlink:href=\"#md1fb4dd4b4\" y=\"178.322665\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"114.104179\" xlink:href=\"#md1fb4dd4b4\" y=\"174.197323\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"117.956883\" xlink:href=\"#md1fb4dd4b4\" y=\"168.836403\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"121.809587\" xlink:href=\"#md1fb4dd4b4\" y=\"181.285708\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"125.662291\" xlink:href=\"#md1fb4dd4b4\" y=\"180.735091\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"129.514996\" xlink:href=\"#md1fb4dd4b4\" y=\"186.42381\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"133.3677\" xlink:href=\"#md1fb4dd4b4\" y=\"183.12575\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"137.220404\" xlink:href=\"#md1fb4dd4b4\" y=\"189.715651\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"141.073108\" xlink:href=\"#md1fb4dd4b4\" y=\"198.442233\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"144.925813\" xlink:href=\"#md1fb4dd4b4\" y=\"202.521372\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"148.778517\" xlink:href=\"#md1fb4dd4b4\" y=\"201.525671\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"152.631221\" xlink:href=\"#md1fb4dd4b4\" y=\"201.814833\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"156.483925\" xlink:href=\"#md1fb4dd4b4\" y=\"206.048314\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"160.33663\" xlink:href=\"#md1fb4dd4b4\" y=\"206.266054\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"164.189334\" xlink:href=\"#md1fb4dd4b4\" y=\"206.423464\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"168.042038\" xlink:href=\"#md1fb4dd4b4\" y=\"204.569333\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"171.894743\" xlink:href=\"#md1fb4dd4b4\" y=\"203.223205\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"175.747447\" xlink:href=\"#md1fb4dd4b4\" y=\"203.222567\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"179.600151\" xlink:href=\"#md1fb4dd4b4\" y=\"199.702095\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"183.452855\" xlink:href=\"#md1fb4dd4b4\" y=\"201.689388\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"187.30556\" xlink:href=\"#md1fb4dd4b4\" y=\"200.595213\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"191.158264\" xlink:href=\"#md1fb4dd4b4\" y=\"201.905998\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"195.010968\" xlink:href=\"#md1fb4dd4b4\" y=\"197.636978\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"198.863672\" xlink:href=\"#md1fb4dd4b4\" y=\"198.153634\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"202.716377\" xlink:href=\"#md1fb4dd4b4\" y=\"198.582042\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"206.569081\" xlink:href=\"#md1fb4dd4b4\" y=\"196.082203\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"210.421785\" xlink:href=\"#md1fb4dd4b4\" y=\"195.065055\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"214.274489\" xlink:href=\"#md1fb4dd4b4\" y=\"197.471743\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"218.127194\" xlink:href=\"#md1fb4dd4b4\" y=\"194.134485\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"221.979898\" xlink:href=\"#md1fb4dd4b4\" y=\"196.79723\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"225.832602\" xlink:href=\"#md1fb4dd4b4\" y=\"198.805951\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"229.685306\" xlink:href=\"#md1fb4dd4b4\" y=\"198.428\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"233.538011\" xlink:href=\"#md1fb4dd4b4\" y=\"195.463142\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"237.390715\" xlink:href=\"#md1fb4dd4b4\" y=\"195.175\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"241.243419\" xlink:href=\"#md1fb4dd4b4\" y=\"198.718056\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"245.096123\" xlink:href=\"#md1fb4dd4b4\" y=\"200.294775\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"248.948828\" xlink:href=\"#md1fb4dd4b4\" y=\"202.360772\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"252.801532\" xlink:href=\"#md1fb4dd4b4\" y=\"200.415579\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"256.654236\" xlink:href=\"#md1fb4dd4b4\" y=\"202.041969\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"260.50694\" xlink:href=\"#md1fb4dd4b4\" y=\"202.462299\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"264.359645\" xlink:href=\"#md1fb4dd4b4\" y=\"203.136207\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"268.212349\" xlink:href=\"#md1fb4dd4b4\" y=\"204.75717\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"272.065053\" xlink:href=\"#md1fb4dd4b4\" y=\"206.391519\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"275.917757\" xlink:href=\"#md1fb4dd4b4\" y=\"206.047776\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"279.770462\" xlink:href=\"#md1fb4dd4b4\" y=\"204.775964\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"283.623166\" xlink:href=\"#md1fb4dd4b4\" y=\"205.522092\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"287.47587\" xlink:href=\"#md1fb4dd4b4\" y=\"206.828513\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"291.328575\" xlink:href=\"#md1fb4dd4b4\" y=\"208.247763\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"295.181279\" xlink:href=\"#md1fb4dd4b4\" y=\"208.583694\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"299.033983\" xlink:href=\"#md1fb4dd4b4\" y=\"209.704926\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"302.886687\" xlink:href=\"#md1fb4dd4b4\" y=\"208.365499\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"306.739392\" xlink:href=\"#md1fb4dd4b4\" y=\"209.255029\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"310.592096\" xlink:href=\"#md1fb4dd4b4\" y=\"208.019692\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"314.4448\" xlink:href=\"#md1fb4dd4b4\" y=\"208.633399\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"318.297504\" xlink:href=\"#md1fb4dd4b4\" y=\"208.662451\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"322.150209\" xlink:href=\"#md1fb4dd4b4\" y=\"209.332974\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"326.002913\" xlink:href=\"#md1fb4dd4b4\" y=\"209.248138\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"329.855617\" xlink:href=\"#md1fb4dd4b4\" y=\"209.353904\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"333.708321\" xlink:href=\"#md1fb4dd4b4\" y=\"209.690757\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"337.561026\" xlink:href=\"#md1fb4dd4b4\" y=\"208.832381\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"341.41373\" xlink:href=\"#md1fb4dd4b4\" y=\"208.500871\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"345.266434\" xlink:href=\"#md1fb4dd4b4\" y=\"208.424309\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"349.119138\" xlink:href=\"#md1fb4dd4b4\" y=\"206.782544\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"352.971843\" xlink:href=\"#md1fb4dd4b4\" y=\"206.205483\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"356.824547\" xlink:href=\"#md1fb4dd4b4\" y=\"206.003521\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"360.677251\" xlink:href=\"#md1fb4dd4b4\" y=\"206.091613\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"364.529955\" xlink:href=\"#md1fb4dd4b4\" y=\"206.458266\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"368.38266\" xlink:href=\"#md1fb4dd4b4\" y=\"205.38693\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"372.235364\" xlink:href=\"#md1fb4dd4b4\" y=\"205.53148\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"376.088068\" xlink:href=\"#md1fb4dd4b4\" y=\"205.801269\"/>\n    </g>\n   </g>\n   <g id=\"matplotlib.axis_1\">\n    <g id=\"xtick_1\">\n     <g id=\"line2d_1\">\n      <defs>\n       <path d=\"M 0 0 \nL 0 3.5 \n\" id=\"m95fe0728eb\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n      </defs>\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"71.724432\" xlink:href=\"#m95fe0728eb\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_1\">\n      <!-- 2000 -->\n      <g transform=\"translate(58.999432 239.238437)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 19.1875 8.296875 \nL 53.609375 8.296875 \nL 53.609375 0 \nL 7.328125 0 \nL 7.328125 8.296875 \nQ 12.9375 14.109375 22.625 23.890625 \nQ 32.328125 33.6875 34.8125 36.53125 \nQ 39.546875 41.84375 41.421875 45.53125 \nQ 43.3125 49.21875 43.3125 52.78125 \nQ 43.3125 58.59375 39.234375 62.25 \nQ 35.15625 65.921875 28.609375 65.921875 \nQ 23.96875 65.921875 18.8125 64.3125 \nQ 13.671875 62.703125 7.8125 59.421875 \nL 7.8125 69.390625 \nQ 13.765625 71.78125 18.9375 73 \nQ 24.125 74.21875 28.421875 74.21875 \nQ 39.75 74.21875 46.484375 68.546875 \nQ 53.21875 62.890625 53.21875 53.421875 \nQ 53.21875 48.921875 51.53125 44.890625 \nQ 49.859375 40.875 45.40625 35.40625 \nQ 44.1875 33.984375 37.640625 27.21875 \nQ 31.109375 20.453125 19.1875 8.296875 \nz\n\" id=\"DejaVuSans-50\"/>\n        <path d=\"M 31.78125 66.40625 \nQ 24.171875 66.40625 20.328125 58.90625 \nQ 16.5 51.421875 16.5 36.375 \nQ 16.5 21.390625 20.328125 13.890625 \nQ 24.171875 6.390625 31.78125 6.390625 \nQ 39.453125 6.390625 43.28125 13.890625 \nQ 47.125 21.390625 47.125 36.375 \nQ 47.125 51.421875 43.28125 58.90625 \nQ 39.453125 66.40625 31.78125 66.40625 \nz\nM 31.78125 74.21875 \nQ 44.046875 74.21875 50.515625 64.515625 \nQ 56.984375 54.828125 56.984375 36.375 \nQ 56.984375 17.96875 50.515625 8.265625 \nQ 44.046875 -1.421875 31.78125 -1.421875 \nQ 19.53125 -1.421875 13.0625 8.265625 \nQ 6.59375 17.96875 6.59375 36.375 \nQ 6.59375 54.828125 13.0625 64.515625 \nQ 19.53125 74.21875 31.78125 74.21875 \nz\n\" id=\"DejaVuSans-48\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-50\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_2\">\n     <g id=\"line2d_2\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"110.251474\" xlink:href=\"#m95fe0728eb\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_2\">\n      <!-- 3000 -->\n      <g transform=\"translate(97.526474 239.238437)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 40.578125 39.3125 \nQ 47.65625 37.796875 51.625 33 \nQ 55.609375 28.21875 55.609375 21.1875 \nQ 55.609375 10.40625 48.1875 4.484375 \nQ 40.765625 -1.421875 27.09375 -1.421875 \nQ 22.515625 -1.421875 17.65625 -0.515625 \nQ 12.796875 0.390625 7.625 2.203125 \nL 7.625 11.71875 \nQ 11.71875 9.328125 16.59375 8.109375 \nQ 21.484375 6.890625 26.8125 6.890625 \nQ 36.078125 6.890625 40.9375 10.546875 \nQ 45.796875 14.203125 45.796875 21.1875 \nQ 45.796875 27.640625 41.28125 31.265625 \nQ 36.765625 34.90625 28.71875 34.90625 \nL 20.21875 34.90625 \nL 20.21875 43.015625 \nL 29.109375 43.015625 \nQ 36.375 43.015625 40.234375 45.921875 \nQ 44.09375 48.828125 44.09375 54.296875 \nQ 44.09375 59.90625 40.109375 62.90625 \nQ 36.140625 65.921875 28.71875 65.921875 \nQ 24.65625 65.921875 20.015625 65.03125 \nQ 15.375 64.15625 9.8125 62.3125 \nL 9.8125 71.09375 \nQ 15.4375 72.65625 20.34375 73.4375 \nQ 25.25 74.21875 29.59375 74.21875 \nQ 40.828125 74.21875 47.359375 69.109375 \nQ 53.90625 64.015625 53.90625 55.328125 \nQ 53.90625 49.265625 50.4375 45.09375 \nQ 46.96875 40.921875 40.578125 39.3125 \nz\n\" id=\"DejaVuSans-51\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-51\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_3\">\n     <g id=\"line2d_3\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"148.778517\" xlink:href=\"#m95fe0728eb\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_3\">\n      <!-- 4000 -->\n      <g transform=\"translate(136.053517 239.238437)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 37.796875 64.3125 \nL 12.890625 25.390625 \nL 37.796875 25.390625 \nz\nM 35.203125 72.90625 \nL 47.609375 72.90625 \nL 47.609375 25.390625 \nL 58.015625 25.390625 \nL 58.015625 17.1875 \nL 47.609375 17.1875 \nL 47.609375 0 \nL 37.796875 0 \nL 37.796875 17.1875 \nL 4.890625 17.1875 \nL 4.890625 26.703125 \nz\n\" id=\"DejaVuSans-52\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-52\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_4\">\n     <g id=\"line2d_4\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"187.30556\" xlink:href=\"#m95fe0728eb\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_4\">\n      <!-- 5000 -->\n      <g transform=\"translate(174.58056 239.238437)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 10.796875 72.90625 \nL 49.515625 72.90625 \nL 49.515625 64.59375 \nL 19.828125 64.59375 \nL 19.828125 46.734375 \nQ 21.96875 47.46875 24.109375 47.828125 \nQ 26.265625 48.1875 28.421875 48.1875 \nQ 40.625 48.1875 47.75 41.5 \nQ 54.890625 34.8125 54.890625 23.390625 \nQ 54.890625 11.625 47.5625 5.09375 \nQ 40.234375 -1.421875 26.90625 -1.421875 \nQ 22.3125 -1.421875 17.546875 -0.640625 \nQ 12.796875 0.140625 7.71875 1.703125 \nL 7.71875 11.625 \nQ 12.109375 9.234375 16.796875 8.0625 \nQ 21.484375 6.890625 26.703125 6.890625 \nQ 35.15625 6.890625 40.078125 11.328125 \nQ 45.015625 15.765625 45.015625 23.390625 \nQ 45.015625 31 40.078125 35.4375 \nQ 35.15625 39.890625 26.703125 39.890625 \nQ 22.75 39.890625 18.8125 39.015625 \nQ 14.890625 38.140625 10.796875 36.28125 \nz\n\" id=\"DejaVuSans-53\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-53\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_5\">\n     <g id=\"line2d_5\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"225.832602\" xlink:href=\"#m95fe0728eb\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_5\">\n      <!-- 6000 -->\n      <g transform=\"translate(213.107602 239.238437)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 33.015625 40.375 \nQ 26.375 40.375 22.484375 35.828125 \nQ 18.609375 31.296875 18.609375 23.390625 \nQ 18.609375 15.53125 22.484375 10.953125 \nQ 26.375 6.390625 33.015625 6.390625 \nQ 39.65625 6.390625 43.53125 10.953125 \nQ 47.40625 15.53125 47.40625 23.390625 \nQ 47.40625 31.296875 43.53125 35.828125 \nQ 39.65625 40.375 33.015625 40.375 \nz\nM 52.59375 71.296875 \nL 52.59375 62.3125 \nQ 48.875 64.0625 45.09375 64.984375 \nQ 41.3125 65.921875 37.59375 65.921875 \nQ 27.828125 65.921875 22.671875 59.328125 \nQ 17.53125 52.734375 16.796875 39.40625 \nQ 19.671875 43.65625 24.015625 45.921875 \nQ 28.375 48.1875 33.59375 48.1875 \nQ 44.578125 48.1875 50.953125 41.515625 \nQ 57.328125 34.859375 57.328125 23.390625 \nQ 57.328125 12.15625 50.6875 5.359375 \nQ 44.046875 -1.421875 33.015625 -1.421875 \nQ 20.359375 -1.421875 13.671875 8.265625 \nQ 6.984375 17.96875 6.984375 36.375 \nQ 6.984375 53.65625 15.1875 63.9375 \nQ 23.390625 74.21875 37.203125 74.21875 \nQ 40.921875 74.21875 44.703125 73.484375 \nQ 48.484375 72.75 52.59375 71.296875 \nz\n\" id=\"DejaVuSans-54\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-54\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_6\">\n     <g id=\"line2d_6\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"264.359645\" xlink:href=\"#m95fe0728eb\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_6\">\n      <!-- 7000 -->\n      <g transform=\"translate(251.634645 239.238437)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 8.203125 72.90625 \nL 55.078125 72.90625 \nL 55.078125 68.703125 \nL 28.609375 0 \nL 18.3125 0 \nL 43.21875 64.59375 \nL 8.203125 64.59375 \nz\n\" id=\"DejaVuSans-55\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-55\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_7\">\n     <g id=\"line2d_7\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"302.886687\" xlink:href=\"#m95fe0728eb\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_7\">\n      <!-- 8000 -->\n      <g transform=\"translate(290.161687 239.238437)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 31.78125 34.625 \nQ 24.75 34.625 20.71875 30.859375 \nQ 16.703125 27.09375 16.703125 20.515625 \nQ 16.703125 13.921875 20.71875 10.15625 \nQ 24.75 6.390625 31.78125 6.390625 \nQ 38.8125 6.390625 42.859375 10.171875 \nQ 46.921875 13.96875 46.921875 20.515625 \nQ 46.921875 27.09375 42.890625 30.859375 \nQ 38.875 34.625 31.78125 34.625 \nz\nM 21.921875 38.8125 \nQ 15.578125 40.375 12.03125 44.71875 \nQ 8.5 49.078125 8.5 55.328125 \nQ 8.5 64.0625 14.71875 69.140625 \nQ 20.953125 74.21875 31.78125 74.21875 \nQ 42.671875 74.21875 48.875 69.140625 \nQ 55.078125 64.0625 55.078125 55.328125 \nQ 55.078125 49.078125 51.53125 44.71875 \nQ 48 40.375 41.703125 38.8125 \nQ 48.828125 37.15625 52.796875 32.3125 \nQ 56.78125 27.484375 56.78125 20.515625 \nQ 56.78125 9.90625 50.3125 4.234375 \nQ 43.84375 -1.421875 31.78125 -1.421875 \nQ 19.734375 -1.421875 13.25 4.234375 \nQ 6.78125 9.90625 6.78125 20.515625 \nQ 6.78125 27.484375 10.78125 32.3125 \nQ 14.796875 37.15625 21.921875 38.8125 \nz\nM 18.3125 54.390625 \nQ 18.3125 48.734375 21.84375 45.5625 \nQ 25.390625 42.390625 31.78125 42.390625 \nQ 38.140625 42.390625 41.71875 45.5625 \nQ 45.3125 48.734375 45.3125 54.390625 \nQ 45.3125 60.0625 41.71875 63.234375 \nQ 38.140625 66.40625 31.78125 66.40625 \nQ 25.390625 66.40625 21.84375 63.234375 \nQ 18.3125 60.0625 18.3125 54.390625 \nz\n\" id=\"DejaVuSans-56\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-56\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_8\">\n     <g id=\"line2d_8\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"341.41373\" xlink:href=\"#m95fe0728eb\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_8\">\n      <!-- 9000 -->\n      <g transform=\"translate(328.68873 239.238437)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 10.984375 1.515625 \nL 10.984375 10.5 \nQ 14.703125 8.734375 18.5 7.8125 \nQ 22.3125 6.890625 25.984375 6.890625 \nQ 35.75 6.890625 40.890625 13.453125 \nQ 46.046875 20.015625 46.78125 33.40625 \nQ 43.953125 29.203125 39.59375 26.953125 \nQ 35.25 24.703125 29.984375 24.703125 \nQ 19.046875 24.703125 12.671875 31.3125 \nQ 6.296875 37.9375 6.296875 49.421875 \nQ 6.296875 60.640625 12.9375 67.421875 \nQ 19.578125 74.21875 30.609375 74.21875 \nQ 43.265625 74.21875 49.921875 64.515625 \nQ 56.59375 54.828125 56.59375 36.375 \nQ 56.59375 19.140625 48.40625 8.859375 \nQ 40.234375 -1.421875 26.421875 -1.421875 \nQ 22.703125 -1.421875 18.890625 -0.6875 \nQ 15.09375 0.046875 10.984375 1.515625 \nz\nM 30.609375 32.421875 \nQ 37.25 32.421875 41.125 36.953125 \nQ 45.015625 41.5 45.015625 49.421875 \nQ 45.015625 57.28125 41.125 61.84375 \nQ 37.25 66.40625 30.609375 66.40625 \nQ 23.96875 66.40625 20.09375 61.84375 \nQ 16.21875 57.28125 16.21875 49.421875 \nQ 16.21875 41.5 20.09375 36.953125 \nQ 23.96875 32.421875 30.609375 32.421875 \nz\n\" id=\"DejaVuSans-57\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-57\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_9\">\n     <g id=\"line2d_9\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"379.940772\" xlink:href=\"#m95fe0728eb\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_9\">\n      <!-- 10000 -->\n      <g transform=\"translate(364.034522 239.238437)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 12.40625 8.296875 \nL 28.515625 8.296875 \nL 28.515625 63.921875 \nL 10.984375 60.40625 \nL 10.984375 69.390625 \nL 28.421875 72.90625 \nL 38.28125 72.90625 \nL 38.28125 8.296875 \nL 54.390625 8.296875 \nL 54.390625 0 \nL 12.40625 0 \nz\n\" id=\"DejaVuSans-49\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"text_10\">\n     <!-- Chain length -->\n     <g transform=\"translate(192.097656 252.916562)scale(0.1 -0.1)\">\n      <defs>\n       <path d=\"M 64.40625 67.28125 \nL 64.40625 56.890625 \nQ 59.421875 61.53125 53.78125 63.8125 \nQ 48.140625 66.109375 41.796875 66.109375 \nQ 29.296875 66.109375 22.65625 58.46875 \nQ 16.015625 50.828125 16.015625 36.375 \nQ 16.015625 21.96875 22.65625 14.328125 \nQ 29.296875 6.6875 41.796875 6.6875 \nQ 48.140625 6.6875 53.78125 8.984375 \nQ 59.421875 11.28125 64.40625 15.921875 \nL 64.40625 5.609375 \nQ 59.234375 2.09375 53.4375 0.328125 \nQ 47.65625 -1.421875 41.21875 -1.421875 \nQ 24.65625 -1.421875 15.125 8.703125 \nQ 5.609375 18.84375 5.609375 36.375 \nQ 5.609375 53.953125 15.125 64.078125 \nQ 24.65625 74.21875 41.21875 74.21875 \nQ 47.75 74.21875 53.53125 72.484375 \nQ 59.328125 70.75 64.40625 67.28125 \nz\n\" id=\"DejaVuSans-67\"/>\n       <path d=\"M 54.890625 33.015625 \nL 54.890625 0 \nL 45.90625 0 \nL 45.90625 32.71875 \nQ 45.90625 40.484375 42.875 44.328125 \nQ 39.84375 48.1875 33.796875 48.1875 \nQ 26.515625 48.1875 22.3125 43.546875 \nQ 18.109375 38.921875 18.109375 30.90625 \nL 18.109375 0 \nL 9.078125 0 \nL 9.078125 75.984375 \nL 18.109375 75.984375 \nL 18.109375 46.1875 \nQ 21.34375 51.125 25.703125 53.5625 \nQ 30.078125 56 35.796875 56 \nQ 45.21875 56 50.046875 50.171875 \nQ 54.890625 44.34375 54.890625 33.015625 \nz\n\" id=\"DejaVuSans-104\"/>\n       <path d=\"M 34.28125 27.484375 \nQ 23.390625 27.484375 19.1875 25 \nQ 14.984375 22.515625 14.984375 16.5 \nQ 14.984375 11.71875 18.140625 8.90625 \nQ 21.296875 6.109375 26.703125 6.109375 \nQ 34.1875 6.109375 38.703125 11.40625 \nQ 43.21875 16.703125 43.21875 25.484375 \nL 43.21875 27.484375 \nz\nM 52.203125 31.203125 \nL 52.203125 0 \nL 43.21875 0 \nL 43.21875 8.296875 \nQ 40.140625 3.328125 35.546875 0.953125 \nQ 30.953125 -1.421875 24.3125 -1.421875 \nQ 15.921875 -1.421875 10.953125 3.296875 \nQ 6 8.015625 6 15.921875 \nQ 6 25.140625 12.171875 29.828125 \nQ 18.359375 34.515625 30.609375 34.515625 \nL 43.21875 34.515625 \nL 43.21875 35.40625 \nQ 43.21875 41.609375 39.140625 45 \nQ 35.0625 48.390625 27.6875 48.390625 \nQ 23 48.390625 18.546875 47.265625 \nQ 14.109375 46.140625 10.015625 43.890625 \nL 10.015625 52.203125 \nQ 14.9375 54.109375 19.578125 55.046875 \nQ 24.21875 56 28.609375 56 \nQ 40.484375 56 46.34375 49.84375 \nQ 52.203125 43.703125 52.203125 31.203125 \nz\n\" id=\"DejaVuSans-97\"/>\n       <path d=\"M 9.421875 54.6875 \nL 18.40625 54.6875 \nL 18.40625 0 \nL 9.421875 0 \nz\nM 9.421875 75.984375 \nL 18.40625 75.984375 \nL 18.40625 64.59375 \nL 9.421875 64.59375 \nz\n\" id=\"DejaVuSans-105\"/>\n       <path d=\"M 54.890625 33.015625 \nL 54.890625 0 \nL 45.90625 0 \nL 45.90625 32.71875 \nQ 45.90625 40.484375 42.875 44.328125 \nQ 39.84375 48.1875 33.796875 48.1875 \nQ 26.515625 48.1875 22.3125 43.546875 \nQ 18.109375 38.921875 18.109375 30.90625 \nL 18.109375 0 \nL 9.078125 0 \nL 9.078125 54.6875 \nL 18.109375 54.6875 \nL 18.109375 46.1875 \nQ 21.34375 51.125 25.703125 53.5625 \nQ 30.078125 56 35.796875 56 \nQ 45.21875 56 50.046875 50.171875 \nQ 54.890625 44.34375 54.890625 33.015625 \nz\n\" id=\"DejaVuSans-110\"/>\n       <path id=\"DejaVuSans-32\"/>\n       <path d=\"M 9.421875 75.984375 \nL 18.40625 75.984375 \nL 18.40625 0 \nL 9.421875 0 \nz\n\" id=\"DejaVuSans-108\"/>\n       <path d=\"M 56.203125 29.59375 \nL 56.203125 25.203125 \nL 14.890625 25.203125 \nQ 15.484375 15.921875 20.484375 11.0625 \nQ 25.484375 6.203125 34.421875 6.203125 \nQ 39.59375 6.203125 44.453125 7.46875 \nQ 49.3125 8.734375 54.109375 11.28125 \nL 54.109375 2.78125 \nQ 49.265625 0.734375 44.1875 -0.34375 \nQ 39.109375 -1.421875 33.890625 -1.421875 \nQ 20.796875 -1.421875 13.15625 6.1875 \nQ 5.515625 13.8125 5.515625 26.8125 \nQ 5.515625 40.234375 12.765625 48.109375 \nQ 20.015625 56 32.328125 56 \nQ 43.359375 56 49.78125 48.890625 \nQ 56.203125 41.796875 56.203125 29.59375 \nz\nM 47.21875 32.234375 \nQ 47.125 39.59375 43.09375 43.984375 \nQ 39.0625 48.390625 32.421875 48.390625 \nQ 24.90625 48.390625 20.390625 44.140625 \nQ 15.875 39.890625 15.1875 32.171875 \nz\n\" id=\"DejaVuSans-101\"/>\n       <path d=\"M 45.40625 27.984375 \nQ 45.40625 37.75 41.375 43.109375 \nQ 37.359375 48.484375 30.078125 48.484375 \nQ 22.859375 48.484375 18.828125 43.109375 \nQ 14.796875 37.75 14.796875 27.984375 \nQ 14.796875 18.265625 18.828125 12.890625 \nQ 22.859375 7.515625 30.078125 7.515625 \nQ 37.359375 7.515625 41.375 12.890625 \nQ 45.40625 18.265625 45.40625 27.984375 \nz\nM 54.390625 6.78125 \nQ 54.390625 -7.171875 48.1875 -13.984375 \nQ 42 -20.796875 29.203125 -20.796875 \nQ 24.46875 -20.796875 20.265625 -20.09375 \nQ 16.0625 -19.390625 12.109375 -17.921875 \nL 12.109375 -9.1875 \nQ 16.0625 -11.328125 19.921875 -12.34375 \nQ 23.78125 -13.375 27.78125 -13.375 \nQ 36.625 -13.375 41.015625 -8.765625 \nQ 45.40625 -4.15625 45.40625 5.171875 \nL 45.40625 9.625 \nQ 42.625 4.78125 38.28125 2.390625 \nQ 33.9375 0 27.875 0 \nQ 17.828125 0 11.671875 7.65625 \nQ 5.515625 15.328125 5.515625 27.984375 \nQ 5.515625 40.671875 11.671875 48.328125 \nQ 17.828125 56 27.875 56 \nQ 33.9375 56 38.28125 53.609375 \nQ 42.625 51.21875 45.40625 46.390625 \nL 45.40625 54.6875 \nL 54.390625 54.6875 \nz\n\" id=\"DejaVuSans-103\"/>\n       <path d=\"M 18.3125 70.21875 \nL 18.3125 54.6875 \nL 36.8125 54.6875 \nL 36.8125 47.703125 \nL 18.3125 47.703125 \nL 18.3125 18.015625 \nQ 18.3125 11.328125 20.140625 9.421875 \nQ 21.96875 7.515625 27.59375 7.515625 \nL 36.8125 7.515625 \nL 36.8125 0 \nL 27.59375 0 \nQ 17.1875 0 13.234375 3.875 \nQ 9.28125 7.765625 9.28125 18.015625 \nL 9.28125 47.703125 \nL 2.6875 47.703125 \nL 2.6875 54.6875 \nL 9.28125 54.6875 \nL 9.28125 70.21875 \nz\n\" id=\"DejaVuSans-116\"/>\n      </defs>\n      <use xlink:href=\"#DejaVuSans-67\"/>\n      <use x=\"69.824219\" xlink:href=\"#DejaVuSans-104\"/>\n      <use x=\"133.203125\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"194.482422\" xlink:href=\"#DejaVuSans-105\"/>\n      <use x=\"222.265625\" xlink:href=\"#DejaVuSans-110\"/>\n      <use x=\"285.644531\" xlink:href=\"#DejaVuSans-32\"/>\n      <use x=\"317.431641\" xlink:href=\"#DejaVuSans-108\"/>\n      <use x=\"345.214844\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"406.738281\" xlink:href=\"#DejaVuSans-110\"/>\n      <use x=\"470.117188\" xlink:href=\"#DejaVuSans-103\"/>\n      <use x=\"533.59375\" xlink:href=\"#DejaVuSans-116\"/>\n      <use x=\"572.802734\" xlink:href=\"#DejaVuSans-104\"/>\n     </g>\n    </g>\n   </g>\n   <g id=\"matplotlib.axis_2\">\n    <g id=\"ytick_1\">\n     <g id=\"line2d_10\">\n      <defs>\n       <path d=\"M 0 0 \nL -3.5 0 \n\" id=\"mb2b3ff449b\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n      </defs>\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"56.50625\" xlink:href=\"#mb2b3ff449b\" y=\"219.830515\"/>\n      </g>\n     </g>\n     <g id=\"text_11\">\n      <!-- 1.000 -->\n      <g transform=\"translate(20.878125 223.629734)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 10.6875 12.40625 \nL 21 12.40625 \nL 21 0 \nL 10.6875 0 \nz\n\" id=\"DejaVuSans-46\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_2\">\n     <g id=\"line2d_11\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"56.50625\" xlink:href=\"#mb2b3ff449b\" y=\"188.98946\"/>\n      </g>\n     </g>\n     <g id=\"text_12\">\n      <!-- 1.002 -->\n      <g transform=\"translate(20.878125 192.788678)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-50\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_3\">\n     <g id=\"line2d_12\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"56.50625\" xlink:href=\"#mb2b3ff449b\" y=\"158.148405\"/>\n      </g>\n     </g>\n     <g id=\"text_13\">\n      <!-- 1.004 -->\n      <g transform=\"translate(20.878125 161.947623)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-52\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_4\">\n     <g id=\"line2d_13\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"56.50625\" xlink:href=\"#mb2b3ff449b\" y=\"127.307349\"/>\n      </g>\n     </g>\n     <g id=\"text_14\">\n      <!-- 1.006 -->\n      <g transform=\"translate(20.878125 131.106568)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-54\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_5\">\n     <g id=\"line2d_14\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"56.50625\" xlink:href=\"#mb2b3ff449b\" y=\"96.466294\"/>\n      </g>\n     </g>\n     <g id=\"text_15\">\n      <!-- 1.008 -->\n      <g transform=\"translate(20.878125 100.265513)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-56\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_6\">\n     <g id=\"line2d_15\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"56.50625\" xlink:href=\"#mb2b3ff449b\" y=\"65.625239\"/>\n      </g>\n     </g>\n     <g id=\"text_16\">\n      <!-- 1.010 -->\n      <g transform=\"translate(20.878125 69.424458)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_7\">\n     <g id=\"line2d_16\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"56.50625\" xlink:href=\"#mb2b3ff449b\" y=\"34.784184\"/>\n      </g>\n     </g>\n     <g id=\"text_17\">\n      <!-- 1.012 -->\n      <g transform=\"translate(20.878125 38.583403)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-50\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"text_18\">\n     <!-- Rhat -->\n     <g transform=\"translate(14.798438 127.587187)rotate(-90)scale(0.1 -0.1)\">\n      <defs>\n       <path d=\"M 44.390625 34.1875 \nQ 47.5625 33.109375 50.5625 29.59375 \nQ 53.5625 26.078125 56.59375 19.921875 \nL 66.609375 0 \nL 56 0 \nL 46.6875 18.703125 \nQ 43.0625 26.03125 39.671875 28.421875 \nQ 36.28125 30.8125 30.421875 30.8125 \nL 19.671875 30.8125 \nL 19.671875 0 \nL 9.8125 0 \nL 9.8125 72.90625 \nL 32.078125 72.90625 \nQ 44.578125 72.90625 50.734375 67.671875 \nQ 56.890625 62.453125 56.890625 51.90625 \nQ 56.890625 45.015625 53.6875 40.46875 \nQ 50.484375 35.9375 44.390625 34.1875 \nz\nM 19.671875 64.796875 \nL 19.671875 38.921875 \nL 32.078125 38.921875 \nQ 39.203125 38.921875 42.84375 42.21875 \nQ 46.484375 45.515625 46.484375 51.90625 \nQ 46.484375 58.296875 42.84375 61.546875 \nQ 39.203125 64.796875 32.078125 64.796875 \nz\n\" id=\"DejaVuSans-82\"/>\n      </defs>\n      <use xlink:href=\"#DejaVuSans-82\"/>\n      <use x=\"69.482422\" xlink:href=\"#DejaVuSans-104\"/>\n      <use x=\"132.861328\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"194.140625\" xlink:href=\"#DejaVuSans-116\"/>\n     </g>\n    </g>\n   </g>\n   <g id=\"patch_3\">\n    <path d=\"M 56.50625 224.64 \nL 56.50625 7.2 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_4\">\n    <path d=\"M 391.30625 224.64 \nL 391.30625 7.2 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_5\">\n    <path d=\"M 56.50625 224.64 \nL 391.30625 224.64 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_6\">\n    <path d=\"M 56.50625 7.2 \nL 391.30625 7.2 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"legend_1\">\n    <g id=\"patch_7\">\n     <path d=\"M 290.740625 44.55625 \nL 384.30625 44.55625 \nQ 386.30625 44.55625 386.30625 42.55625 \nL 386.30625 14.2 \nQ 386.30625 12.2 384.30625 12.2 \nL 290.740625 12.2 \nQ 288.740625 12.2 288.740625 14.2 \nL 288.740625 42.55625 \nQ 288.740625 44.55625 290.740625 44.55625 \nz\n\" style=\"fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;\"/>\n    </g>\n    <g id=\"PathCollection_3\">\n     <g>\n      <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"302.740625\" xlink:href=\"#m785a366e9e\" y=\"21.173437\"/>\n     </g>\n    </g>\n    <g id=\"text_19\">\n     <!-- Parameter 1 -->\n     <g transform=\"translate(320.740625 23.798437)scale(0.1 -0.1)\">\n      <defs>\n       <path d=\"M 19.671875 64.796875 \nL 19.671875 37.40625 \nL 32.078125 37.40625 \nQ 38.96875 37.40625 42.71875 40.96875 \nQ 46.484375 44.53125 46.484375 51.125 \nQ 46.484375 57.671875 42.71875 61.234375 \nQ 38.96875 64.796875 32.078125 64.796875 \nz\nM 9.8125 72.90625 \nL 32.078125 72.90625 \nQ 44.34375 72.90625 50.609375 67.359375 \nQ 56.890625 61.8125 56.890625 51.125 \nQ 56.890625 40.328125 50.609375 34.8125 \nQ 44.34375 29.296875 32.078125 29.296875 \nL 19.671875 29.296875 \nL 19.671875 0 \nL 9.8125 0 \nz\n\" id=\"DejaVuSans-80\"/>\n       <path d=\"M 41.109375 46.296875 \nQ 39.59375 47.171875 37.8125 47.578125 \nQ 36.03125 48 33.890625 48 \nQ 26.265625 48 22.1875 43.046875 \nQ 18.109375 38.09375 18.109375 28.8125 \nL 18.109375 0 \nL 9.078125 0 \nL 9.078125 54.6875 \nL 18.109375 54.6875 \nL 18.109375 46.1875 \nQ 20.953125 51.171875 25.484375 53.578125 \nQ 30.03125 56 36.53125 56 \nQ 37.453125 56 38.578125 55.875 \nQ 39.703125 55.765625 41.0625 55.515625 \nz\n\" id=\"DejaVuSans-114\"/>\n       <path d=\"M 52 44.1875 \nQ 55.375 50.25 60.0625 53.125 \nQ 64.75 56 71.09375 56 \nQ 79.640625 56 84.28125 50.015625 \nQ 88.921875 44.046875 88.921875 33.015625 \nL 88.921875 0 \nL 79.890625 0 \nL 79.890625 32.71875 \nQ 79.890625 40.578125 77.09375 44.375 \nQ 74.3125 48.1875 68.609375 48.1875 \nQ 61.625 48.1875 57.5625 43.546875 \nQ 53.515625 38.921875 53.515625 30.90625 \nL 53.515625 0 \nL 44.484375 0 \nL 44.484375 32.71875 \nQ 44.484375 40.625 41.703125 44.40625 \nQ 38.921875 48.1875 33.109375 48.1875 \nQ 26.21875 48.1875 22.15625 43.53125 \nQ 18.109375 38.875 18.109375 30.90625 \nL 18.109375 0 \nL 9.078125 0 \nL 9.078125 54.6875 \nL 18.109375 54.6875 \nL 18.109375 46.1875 \nQ 21.1875 51.21875 25.484375 53.609375 \nQ 29.78125 56 35.6875 56 \nQ 41.65625 56 45.828125 52.96875 \nQ 50 49.953125 52 44.1875 \nz\n\" id=\"DejaVuSans-109\"/>\n      </defs>\n      <use xlink:href=\"#DejaVuSans-80\"/>\n      <use x=\"55.802734\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"117.082031\" xlink:href=\"#DejaVuSans-114\"/>\n      <use x=\"158.195312\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"219.474609\" xlink:href=\"#DejaVuSans-109\"/>\n      <use x=\"316.886719\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"378.410156\" xlink:href=\"#DejaVuSans-116\"/>\n      <use x=\"417.619141\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"479.142578\" xlink:href=\"#DejaVuSans-114\"/>\n      <use x=\"520.255859\" xlink:href=\"#DejaVuSans-32\"/>\n      <use x=\"552.042969\" xlink:href=\"#DejaVuSans-49\"/>\n     </g>\n    </g>\n    <g id=\"PathCollection_4\">\n     <g>\n      <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"302.740625\" xlink:href=\"#md1fb4dd4b4\" y=\"35.851562\"/>\n     </g>\n    </g>\n    <g id=\"text_20\">\n     <!-- Parameter 2 -->\n     <g transform=\"translate(320.740625 38.476562)scale(0.1 -0.1)\">\n      <use xlink:href=\"#DejaVuSans-80\"/>\n      <use x=\"55.802734\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"117.082031\" xlink:href=\"#DejaVuSans-114\"/>\n      <use x=\"158.195312\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"219.474609\" xlink:href=\"#DejaVuSans-109\"/>\n      <use x=\"316.886719\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"378.410156\" xlink:href=\"#DejaVuSans-116\"/>\n      <use x=\"417.619141\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"479.142578\" xlink:href=\"#DejaVuSans-114\"/>\n      <use x=\"520.255859\" xlink:href=\"#DejaVuSans-32\"/>\n      <use x=\"552.042969\" xlink:href=\"#DejaVuSans-50\"/>\n     </g>\n    </g>\n   </g>\n  </g>\n </g>\n <defs>\n  <clipPath id=\"p6b6ed5051f\">\n   <rect height=\"217.44\" width=\"334.8\" x=\"56.50625\" y=\"7.2\"/>\n  </clipPath>\n </defs>\n</svg>\n",
+      "image/png": "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\n"
+     },
+     "metadata": {
+      "needs_background": "light"
+     }
+    },
+    {
+     "output_type": "display_data",
+     "data": {
+      "text/plain": "<Figure size 432x288 with 1 Axes>",
+      "image/svg+xml": "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n<!-- Created with matplotlib (https://matplotlib.org/) -->\n<svg height=\"262.19625pt\" version=\"1.1\" viewBox=\"0 0 393.506397 262.19625\" width=\"393.506397pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n <metadata>\n  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\n   <cc:Work>\n    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\n    <dc:date>2021-02-09T16:50:44.812842</dc:date>\n    <dc:format>image/svg+xml</dc:format>\n    <dc:creator>\n     <cc:Agent>\n      <dc:title>Matplotlib v3.3.4, https://matplotlib.org/</dc:title>\n     </cc:Agent>\n    </dc:creator>\n   </cc:Work>\n  </rdf:RDF>\n </metadata>\n <defs>\n  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\n </defs>\n <g id=\"figure_1\">\n  <g id=\"patch_1\">\n   <path d=\"M 0 262.19625 \nL 393.506397 262.19625 \nL 393.506397 0 \nL 0 0 \nz\n\" style=\"fill:none;\"/>\n  </g>\n  <g id=\"axes_1\">\n   <g id=\"patch_2\">\n    <path d=\"M 46.965625 224.64 \nL 381.765625 224.64 \nL 381.765625 7.2 \nL 46.965625 7.2 \nz\n\" style=\"fill:#ffffff;\"/>\n   </g>\n   <g id=\"PathCollection_1\">\n    <defs>\n     <path d=\"M 0 3 \nC 0.795609 3 1.55874 2.683901 2.12132 2.12132 \nC 2.683901 1.55874 3 0.795609 3 0 \nC 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \nC 1.55874 -2.683901 0.795609 -3 0 -3 \nC -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \nC -2.683901 -1.55874 -3 -0.795609 -3 0 \nC -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \nC -1.55874 2.683901 -0.795609 3 0 3 \nz\n\" id=\"mdade417bcf\" style=\"stroke:#1f77b4;\"/>\n    </defs>\n    <g clip-path=\"url(#p270a376a28)\">\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"62.183807\" xlink:href=\"#mdade417bcf\" y=\"210.25859\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"66.036511\" xlink:href=\"#mdade417bcf\" y=\"206.986731\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"69.889215\" xlink:href=\"#mdade417bcf\" y=\"204.822929\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"73.74192\" xlink:href=\"#mdade417bcf\" y=\"204.000683\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"77.594624\" xlink:href=\"#mdade417bcf\" y=\"203.436979\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"81.447328\" xlink:href=\"#mdade417bcf\" y=\"201.257016\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"85.300032\" xlink:href=\"#mdade417bcf\" y=\"198.492165\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"89.152737\" xlink:href=\"#mdade417bcf\" y=\"196.602382\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"93.005441\" xlink:href=\"#mdade417bcf\" y=\"193.493609\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"96.858145\" xlink:href=\"#mdade417bcf\" y=\"192.031467\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"100.710849\" xlink:href=\"#mdade417bcf\" y=\"190.995988\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"104.563554\" xlink:href=\"#mdade417bcf\" y=\"191.250896\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"108.416258\" xlink:href=\"#mdade417bcf\" y=\"187.7851\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"112.268962\" xlink:href=\"#mdade417bcf\" y=\"185.206991\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"116.121666\" xlink:href=\"#mdade417bcf\" y=\"183.42727\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"119.974371\" xlink:href=\"#mdade417bcf\" y=\"176.892782\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"123.827075\" xlink:href=\"#mdade417bcf\" y=\"174.369336\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"127.679779\" xlink:href=\"#mdade417bcf\" y=\"171.573015\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"131.532483\" xlink:href=\"#mdade417bcf\" y=\"170.487336\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"135.385188\" xlink:href=\"#mdade417bcf\" y=\"166.795307\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"139.237892\" xlink:href=\"#mdade417bcf\" y=\"167.304432\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"143.090596\" xlink:href=\"#mdade417bcf\" y=\"165.130182\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"146.9433\" xlink:href=\"#mdade417bcf\" y=\"163.460983\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"150.796005\" xlink:href=\"#mdade417bcf\" y=\"160.788906\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"154.648709\" xlink:href=\"#mdade417bcf\" y=\"156.959153\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"158.501413\" xlink:href=\"#mdade417bcf\" y=\"155.915694\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"162.354118\" xlink:href=\"#mdade417bcf\" y=\"153.307252\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"166.206822\" xlink:href=\"#mdade417bcf\" y=\"150.422923\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"170.059526\" xlink:href=\"#mdade417bcf\" y=\"147.795783\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"173.91223\" xlink:href=\"#mdade417bcf\" y=\"147.083482\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"177.764935\" xlink:href=\"#mdade417bcf\" y=\"143.621535\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"181.617639\" xlink:href=\"#mdade417bcf\" y=\"141.069854\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"185.470343\" xlink:href=\"#mdade417bcf\" y=\"138.072241\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"189.323047\" xlink:href=\"#mdade417bcf\" y=\"135.290755\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"193.175752\" xlink:href=\"#mdade417bcf\" y=\"132.747557\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"197.028456\" xlink:href=\"#mdade417bcf\" y=\"130.087966\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"200.88116\" xlink:href=\"#mdade417bcf\" y=\"128.080842\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"204.733864\" xlink:href=\"#mdade417bcf\" y=\"125.364817\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"208.586569\" xlink:href=\"#mdade417bcf\" y=\"123.023093\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"212.439273\" xlink:href=\"#mdade417bcf\" y=\"117.525521\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"216.291977\" xlink:href=\"#mdade417bcf\" y=\"114.679864\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"220.144681\" xlink:href=\"#mdade417bcf\" y=\"113.085109\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"223.997386\" xlink:href=\"#mdade417bcf\" y=\"110.283702\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"227.85009\" xlink:href=\"#mdade417bcf\" y=\"108.2726\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"231.702794\" xlink:href=\"#mdade417bcf\" y=\"109.476735\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"235.555498\" xlink:href=\"#mdade417bcf\" y=\"107.811261\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"239.408203\" xlink:href=\"#mdade417bcf\" y=\"105.177319\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"243.260907\" xlink:href=\"#mdade417bcf\" y=\"103.931887\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"247.113611\" xlink:href=\"#mdade417bcf\" y=\"96.774494\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"250.966315\" xlink:href=\"#mdade417bcf\" y=\"93.698293\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"254.81902\" xlink:href=\"#mdade417bcf\" y=\"92.120299\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"258.671724\" xlink:href=\"#mdade417bcf\" y=\"88.794137\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"262.524428\" xlink:href=\"#mdade417bcf\" y=\"84.703507\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"266.377132\" xlink:href=\"#mdade417bcf\" y=\"81.984503\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"270.229837\" xlink:href=\"#mdade417bcf\" y=\"79.66336\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"274.082541\" xlink:href=\"#mdade417bcf\" y=\"76.915051\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"277.935245\" xlink:href=\"#mdade417bcf\" y=\"75.016028\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"281.78795\" xlink:href=\"#mdade417bcf\" y=\"73.305744\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"285.640654\" xlink:href=\"#mdade417bcf\" y=\"69.624284\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"289.493358\" xlink:href=\"#mdade417bcf\" y=\"70.926367\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"293.346062\" xlink:href=\"#mdade417bcf\" y=\"68.610986\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"297.198767\" xlink:href=\"#mdade417bcf\" y=\"66.579572\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"301.051471\" xlink:href=\"#mdade417bcf\" y=\"58.605942\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"304.904175\" xlink:href=\"#mdade417bcf\" y=\"59.5352\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"308.756879\" xlink:href=\"#mdade417bcf\" y=\"59.340036\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"312.609584\" xlink:href=\"#mdade417bcf\" y=\"56.688992\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"316.462288\" xlink:href=\"#mdade417bcf\" y=\"53.612715\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"320.314992\" xlink:href=\"#mdade417bcf\" y=\"44.121975\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"324.167696\" xlink:href=\"#mdade417bcf\" y=\"48.878753\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"328.020401\" xlink:href=\"#mdade417bcf\" y=\"45.515126\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"331.873105\" xlink:href=\"#mdade417bcf\" y=\"43.390311\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"335.725809\" xlink:href=\"#mdade417bcf\" y=\"47.588661\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"339.578513\" xlink:href=\"#mdade417bcf\" y=\"44.703084\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"343.431218\" xlink:href=\"#mdade417bcf\" y=\"42.944914\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"347.283922\" xlink:href=\"#mdade417bcf\" y=\"33.515642\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"351.136626\" xlink:href=\"#mdade417bcf\" y=\"31.139987\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"354.98933\" xlink:href=\"#mdade417bcf\" y=\"29.261497\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"358.842035\" xlink:href=\"#mdade417bcf\" y=\"34.3296\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"362.694739\" xlink:href=\"#mdade417bcf\" y=\"23.797661\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"366.547443\" xlink:href=\"#mdade417bcf\" y=\"21.696569\"/>\n    </g>\n   </g>\n   <g id=\"PathCollection_2\">\n    <defs>\n     <path d=\"M 0 3 \nC 0.795609 3 1.55874 2.683901 2.12132 2.12132 \nC 2.683901 1.55874 3 0.795609 3 0 \nC 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \nC 1.55874 -2.683901 0.795609 -3 0 -3 \nC -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \nC -2.683901 -1.55874 -3 -0.795609 -3 0 \nC -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \nC -1.55874 2.683901 -0.795609 3 0 3 \nz\n\" id=\"m2770648ec5\" style=\"stroke:#ff7f0e;\"/>\n    </defs>\n    <g clip-path=\"url(#p270a376a28)\">\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"62.183807\" xlink:href=\"#m2770648ec5\" y=\"214.756364\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"66.036511\" xlink:href=\"#m2770648ec5\" y=\"212.917364\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"69.889215\" xlink:href=\"#m2770648ec5\" y=\"210.704453\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"73.74192\" xlink:href=\"#m2770648ec5\" y=\"209.037914\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"77.594624\" xlink:href=\"#m2770648ec5\" y=\"205.903327\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"81.447328\" xlink:href=\"#m2770648ec5\" y=\"204.798385\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"85.300032\" xlink:href=\"#m2770648ec5\" y=\"202.246791\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"89.152737\" xlink:href=\"#m2770648ec5\" y=\"199.091737\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"93.005441\" xlink:href=\"#m2770648ec5\" y=\"193.802575\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"96.858145\" xlink:href=\"#m2770648ec5\" y=\"190.702299\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"100.710849\" xlink:href=\"#m2770648ec5\" y=\"189.819645\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"104.563554\" xlink:href=\"#m2770648ec5\" y=\"186.760999\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"108.416258\" xlink:href=\"#m2770648ec5\" y=\"183.225219\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"112.268962\" xlink:href=\"#m2770648ec5\" y=\"181.928974\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"116.121666\" xlink:href=\"#m2770648ec5\" y=\"179.147233\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"119.974371\" xlink:href=\"#m2770648ec5\" y=\"176.269966\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"123.827075\" xlink:href=\"#m2770648ec5\" y=\"173.326312\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"127.679779\" xlink:href=\"#m2770648ec5\" y=\"171.663012\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"131.532483\" xlink:href=\"#m2770648ec5\" y=\"168.825379\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"135.385188\" xlink:href=\"#m2770648ec5\" y=\"166.448196\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"139.237892\" xlink:href=\"#m2770648ec5\" y=\"163.929732\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"143.090596\" xlink:href=\"#m2770648ec5\" y=\"160.338189\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"146.9433\" xlink:href=\"#m2770648ec5\" y=\"157.540855\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"150.796005\" xlink:href=\"#m2770648ec5\" y=\"155.707545\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"154.648709\" xlink:href=\"#m2770648ec5\" y=\"153.3144\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"158.501413\" xlink:href=\"#m2770648ec5\" y=\"149.447837\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"162.354118\" xlink:href=\"#m2770648ec5\" y=\"146.350902\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"166.206822\" xlink:href=\"#m2770648ec5\" y=\"143.384869\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"170.059526\" xlink:href=\"#m2770648ec5\" y=\"141.622605\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"173.91223\" xlink:href=\"#m2770648ec5\" y=\"137.793257\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"177.764935\" xlink:href=\"#m2770648ec5\" y=\"135.430184\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"181.617639\" xlink:href=\"#m2770648ec5\" y=\"132.206926\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"185.470343\" xlink:href=\"#m2770648ec5\" y=\"130.144369\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"189.323047\" xlink:href=\"#m2770648ec5\" y=\"127.08304\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"193.175752\" xlink:href=\"#m2770648ec5\" y=\"124.163216\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"197.028456\" xlink:href=\"#m2770648ec5\" y=\"121.551905\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"200.88116\" xlink:href=\"#m2770648ec5\" y=\"118.365521\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"204.733864\" xlink:href=\"#m2770648ec5\" y=\"115.621416\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"208.586569\" xlink:href=\"#m2770648ec5\" y=\"112.672286\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"212.439273\" xlink:href=\"#m2770648ec5\" y=\"110.623626\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"216.291977\" xlink:href=\"#m2770648ec5\" y=\"108.005563\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"220.144681\" xlink:href=\"#m2770648ec5\" y=\"108.338329\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"223.997386\" xlink:href=\"#m2770648ec5\" y=\"107.07842\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"227.85009\" xlink:href=\"#m2770648ec5\" y=\"105.686338\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"231.702794\" xlink:href=\"#m2770648ec5\" y=\"100.623486\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"235.555498\" xlink:href=\"#m2770648ec5\" y=\"96.456681\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"239.408203\" xlink:href=\"#m2770648ec5\" y=\"93.916981\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"243.260907\" xlink:href=\"#m2770648ec5\" y=\"91.577183\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"247.113611\" xlink:href=\"#m2770648ec5\" y=\"89.279044\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"250.966315\" xlink:href=\"#m2770648ec5\" y=\"88.914575\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"254.81902\" xlink:href=\"#m2770648ec5\" y=\"86.429909\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"258.671724\" xlink:href=\"#m2770648ec5\" y=\"83.597039\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"262.524428\" xlink:href=\"#m2770648ec5\" y=\"80.993895\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"266.377132\" xlink:href=\"#m2770648ec5\" y=\"78.722372\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"270.229837\" xlink:href=\"#m2770648ec5\" y=\"74.946595\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"274.082541\" xlink:href=\"#m2770648ec5\" y=\"70.913791\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"277.935245\" xlink:href=\"#m2770648ec5\" y=\"69.963593\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"281.78795\" xlink:href=\"#m2770648ec5\" y=\"66.026928\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"285.640654\" xlink:href=\"#m2770648ec5\" y=\"64.930737\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"289.493358\" xlink:href=\"#m2770648ec5\" y=\"61.504659\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"293.346062\" xlink:href=\"#m2770648ec5\" y=\"59.461279\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"297.198767\" xlink:href=\"#m2770648ec5\" y=\"57.129099\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"301.051471\" xlink:href=\"#m2770648ec5\" y=\"54.727649\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"304.904175\" xlink:href=\"#m2770648ec5\" y=\"53.273585\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"308.756879\" xlink:href=\"#m2770648ec5\" y=\"50.192577\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"312.609584\" xlink:href=\"#m2770648ec5\" y=\"45.945188\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"316.462288\" xlink:href=\"#m2770648ec5\" y=\"41.566325\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"320.314992\" xlink:href=\"#m2770648ec5\" y=\"39.68656\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"324.167696\" xlink:href=\"#m2770648ec5\" y=\"36.755276\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"328.020401\" xlink:href=\"#m2770648ec5\" y=\"33.93225\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"331.873105\" xlink:href=\"#m2770648ec5\" y=\"31.19192\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"335.725809\" xlink:href=\"#m2770648ec5\" y=\"29.801842\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"339.578513\" xlink:href=\"#m2770648ec5\" y=\"27.918814\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"343.431218\" xlink:href=\"#m2770648ec5\" y=\"32.310793\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"347.283922\" xlink:href=\"#m2770648ec5\" y=\"31.56058\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"351.136626\" xlink:href=\"#m2770648ec5\" y=\"28.507177\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"354.98933\" xlink:href=\"#m2770648ec5\" y=\"26.895837\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"358.842035\" xlink:href=\"#m2770648ec5\" y=\"24.562143\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"362.694739\" xlink:href=\"#m2770648ec5\" y=\"20.190694\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"366.547443\" xlink:href=\"#m2770648ec5\" y=\"17.083636\"/>\n    </g>\n   </g>\n   <g id=\"matplotlib.axis_1\">\n    <g id=\"xtick_1\">\n     <g id=\"line2d_1\">\n      <defs>\n       <path d=\"M 0 0 \nL 0 3.5 \n\" id=\"m06501d93f3\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n      </defs>\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"62.183807\" xlink:href=\"#m06501d93f3\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_1\">\n      <!-- 2000 -->\n      <g transform=\"translate(49.458807 239.238437)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 19.1875 8.296875 \nL 53.609375 8.296875 \nL 53.609375 0 \nL 7.328125 0 \nL 7.328125 8.296875 \nQ 12.9375 14.109375 22.625 23.890625 \nQ 32.328125 33.6875 34.8125 36.53125 \nQ 39.546875 41.84375 41.421875 45.53125 \nQ 43.3125 49.21875 43.3125 52.78125 \nQ 43.3125 58.59375 39.234375 62.25 \nQ 35.15625 65.921875 28.609375 65.921875 \nQ 23.96875 65.921875 18.8125 64.3125 \nQ 13.671875 62.703125 7.8125 59.421875 \nL 7.8125 69.390625 \nQ 13.765625 71.78125 18.9375 73 \nQ 24.125 74.21875 28.421875 74.21875 \nQ 39.75 74.21875 46.484375 68.546875 \nQ 53.21875 62.890625 53.21875 53.421875 \nQ 53.21875 48.921875 51.53125 44.890625 \nQ 49.859375 40.875 45.40625 35.40625 \nQ 44.1875 33.984375 37.640625 27.21875 \nQ 31.109375 20.453125 19.1875 8.296875 \nz\n\" id=\"DejaVuSans-50\"/>\n        <path d=\"M 31.78125 66.40625 \nQ 24.171875 66.40625 20.328125 58.90625 \nQ 16.5 51.421875 16.5 36.375 \nQ 16.5 21.390625 20.328125 13.890625 \nQ 24.171875 6.390625 31.78125 6.390625 \nQ 39.453125 6.390625 43.28125 13.890625 \nQ 47.125 21.390625 47.125 36.375 \nQ 47.125 51.421875 43.28125 58.90625 \nQ 39.453125 66.40625 31.78125 66.40625 \nz\nM 31.78125 74.21875 \nQ 44.046875 74.21875 50.515625 64.515625 \nQ 56.984375 54.828125 56.984375 36.375 \nQ 56.984375 17.96875 50.515625 8.265625 \nQ 44.046875 -1.421875 31.78125 -1.421875 \nQ 19.53125 -1.421875 13.0625 8.265625 \nQ 6.59375 17.96875 6.59375 36.375 \nQ 6.59375 54.828125 13.0625 64.515625 \nQ 19.53125 74.21875 31.78125 74.21875 \nz\n\" id=\"DejaVuSans-48\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-50\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_2\">\n     <g id=\"line2d_2\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"100.710849\" xlink:href=\"#m06501d93f3\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_2\">\n      <!-- 3000 -->\n      <g transform=\"translate(87.985849 239.238437)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 40.578125 39.3125 \nQ 47.65625 37.796875 51.625 33 \nQ 55.609375 28.21875 55.609375 21.1875 \nQ 55.609375 10.40625 48.1875 4.484375 \nQ 40.765625 -1.421875 27.09375 -1.421875 \nQ 22.515625 -1.421875 17.65625 -0.515625 \nQ 12.796875 0.390625 7.625 2.203125 \nL 7.625 11.71875 \nQ 11.71875 9.328125 16.59375 8.109375 \nQ 21.484375 6.890625 26.8125 6.890625 \nQ 36.078125 6.890625 40.9375 10.546875 \nQ 45.796875 14.203125 45.796875 21.1875 \nQ 45.796875 27.640625 41.28125 31.265625 \nQ 36.765625 34.90625 28.71875 34.90625 \nL 20.21875 34.90625 \nL 20.21875 43.015625 \nL 29.109375 43.015625 \nQ 36.375 43.015625 40.234375 45.921875 \nQ 44.09375 48.828125 44.09375 54.296875 \nQ 44.09375 59.90625 40.109375 62.90625 \nQ 36.140625 65.921875 28.71875 65.921875 \nQ 24.65625 65.921875 20.015625 65.03125 \nQ 15.375 64.15625 9.8125 62.3125 \nL 9.8125 71.09375 \nQ 15.4375 72.65625 20.34375 73.4375 \nQ 25.25 74.21875 29.59375 74.21875 \nQ 40.828125 74.21875 47.359375 69.109375 \nQ 53.90625 64.015625 53.90625 55.328125 \nQ 53.90625 49.265625 50.4375 45.09375 \nQ 46.96875 40.921875 40.578125 39.3125 \nz\n\" id=\"DejaVuSans-51\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-51\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_3\">\n     <g id=\"line2d_3\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"139.237892\" xlink:href=\"#m06501d93f3\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_3\">\n      <!-- 4000 -->\n      <g transform=\"translate(126.512892 239.238437)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 37.796875 64.3125 \nL 12.890625 25.390625 \nL 37.796875 25.390625 \nz\nM 35.203125 72.90625 \nL 47.609375 72.90625 \nL 47.609375 25.390625 \nL 58.015625 25.390625 \nL 58.015625 17.1875 \nL 47.609375 17.1875 \nL 47.609375 0 \nL 37.796875 0 \nL 37.796875 17.1875 \nL 4.890625 17.1875 \nL 4.890625 26.703125 \nz\n\" id=\"DejaVuSans-52\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-52\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_4\">\n     <g id=\"line2d_4\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"177.764935\" xlink:href=\"#m06501d93f3\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_4\">\n      <!-- 5000 -->\n      <g transform=\"translate(165.039935 239.238437)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 10.796875 72.90625 \nL 49.515625 72.90625 \nL 49.515625 64.59375 \nL 19.828125 64.59375 \nL 19.828125 46.734375 \nQ 21.96875 47.46875 24.109375 47.828125 \nQ 26.265625 48.1875 28.421875 48.1875 \nQ 40.625 48.1875 47.75 41.5 \nQ 54.890625 34.8125 54.890625 23.390625 \nQ 54.890625 11.625 47.5625 5.09375 \nQ 40.234375 -1.421875 26.90625 -1.421875 \nQ 22.3125 -1.421875 17.546875 -0.640625 \nQ 12.796875 0.140625 7.71875 1.703125 \nL 7.71875 11.625 \nQ 12.109375 9.234375 16.796875 8.0625 \nQ 21.484375 6.890625 26.703125 6.890625 \nQ 35.15625 6.890625 40.078125 11.328125 \nQ 45.015625 15.765625 45.015625 23.390625 \nQ 45.015625 31 40.078125 35.4375 \nQ 35.15625 39.890625 26.703125 39.890625 \nQ 22.75 39.890625 18.8125 39.015625 \nQ 14.890625 38.140625 10.796875 36.28125 \nz\n\" id=\"DejaVuSans-53\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-53\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_5\">\n     <g id=\"line2d_5\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"216.291977\" xlink:href=\"#m06501d93f3\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_5\">\n      <!-- 6000 -->\n      <g transform=\"translate(203.566977 239.238437)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 33.015625 40.375 \nQ 26.375 40.375 22.484375 35.828125 \nQ 18.609375 31.296875 18.609375 23.390625 \nQ 18.609375 15.53125 22.484375 10.953125 \nQ 26.375 6.390625 33.015625 6.390625 \nQ 39.65625 6.390625 43.53125 10.953125 \nQ 47.40625 15.53125 47.40625 23.390625 \nQ 47.40625 31.296875 43.53125 35.828125 \nQ 39.65625 40.375 33.015625 40.375 \nz\nM 52.59375 71.296875 \nL 52.59375 62.3125 \nQ 48.875 64.0625 45.09375 64.984375 \nQ 41.3125 65.921875 37.59375 65.921875 \nQ 27.828125 65.921875 22.671875 59.328125 \nQ 17.53125 52.734375 16.796875 39.40625 \nQ 19.671875 43.65625 24.015625 45.921875 \nQ 28.375 48.1875 33.59375 48.1875 \nQ 44.578125 48.1875 50.953125 41.515625 \nQ 57.328125 34.859375 57.328125 23.390625 \nQ 57.328125 12.15625 50.6875 5.359375 \nQ 44.046875 -1.421875 33.015625 -1.421875 \nQ 20.359375 -1.421875 13.671875 8.265625 \nQ 6.984375 17.96875 6.984375 36.375 \nQ 6.984375 53.65625 15.1875 63.9375 \nQ 23.390625 74.21875 37.203125 74.21875 \nQ 40.921875 74.21875 44.703125 73.484375 \nQ 48.484375 72.75 52.59375 71.296875 \nz\n\" id=\"DejaVuSans-54\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-54\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_6\">\n     <g id=\"line2d_6\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"254.81902\" xlink:href=\"#m06501d93f3\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_6\">\n      <!-- 7000 -->\n      <g transform=\"translate(242.09402 239.238437)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 8.203125 72.90625 \nL 55.078125 72.90625 \nL 55.078125 68.703125 \nL 28.609375 0 \nL 18.3125 0 \nL 43.21875 64.59375 \nL 8.203125 64.59375 \nz\n\" id=\"DejaVuSans-55\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-55\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_7\">\n     <g id=\"line2d_7\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"293.346062\" xlink:href=\"#m06501d93f3\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_7\">\n      <!-- 8000 -->\n      <g transform=\"translate(280.621062 239.238437)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 31.78125 34.625 \nQ 24.75 34.625 20.71875 30.859375 \nQ 16.703125 27.09375 16.703125 20.515625 \nQ 16.703125 13.921875 20.71875 10.15625 \nQ 24.75 6.390625 31.78125 6.390625 \nQ 38.8125 6.390625 42.859375 10.171875 \nQ 46.921875 13.96875 46.921875 20.515625 \nQ 46.921875 27.09375 42.890625 30.859375 \nQ 38.875 34.625 31.78125 34.625 \nz\nM 21.921875 38.8125 \nQ 15.578125 40.375 12.03125 44.71875 \nQ 8.5 49.078125 8.5 55.328125 \nQ 8.5 64.0625 14.71875 69.140625 \nQ 20.953125 74.21875 31.78125 74.21875 \nQ 42.671875 74.21875 48.875 69.140625 \nQ 55.078125 64.0625 55.078125 55.328125 \nQ 55.078125 49.078125 51.53125 44.71875 \nQ 48 40.375 41.703125 38.8125 \nQ 48.828125 37.15625 52.796875 32.3125 \nQ 56.78125 27.484375 56.78125 20.515625 \nQ 56.78125 9.90625 50.3125 4.234375 \nQ 43.84375 -1.421875 31.78125 -1.421875 \nQ 19.734375 -1.421875 13.25 4.234375 \nQ 6.78125 9.90625 6.78125 20.515625 \nQ 6.78125 27.484375 10.78125 32.3125 \nQ 14.796875 37.15625 21.921875 38.8125 \nz\nM 18.3125 54.390625 \nQ 18.3125 48.734375 21.84375 45.5625 \nQ 25.390625 42.390625 31.78125 42.390625 \nQ 38.140625 42.390625 41.71875 45.5625 \nQ 45.3125 48.734375 45.3125 54.390625 \nQ 45.3125 60.0625 41.71875 63.234375 \nQ 38.140625 66.40625 31.78125 66.40625 \nQ 25.390625 66.40625 21.84375 63.234375 \nQ 18.3125 60.0625 18.3125 54.390625 \nz\n\" id=\"DejaVuSans-56\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-56\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_8\">\n     <g id=\"line2d_8\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"331.873105\" xlink:href=\"#m06501d93f3\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_8\">\n      <!-- 9000 -->\n      <g transform=\"translate(319.148105 239.238437)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 10.984375 1.515625 \nL 10.984375 10.5 \nQ 14.703125 8.734375 18.5 7.8125 \nQ 22.3125 6.890625 25.984375 6.890625 \nQ 35.75 6.890625 40.890625 13.453125 \nQ 46.046875 20.015625 46.78125 33.40625 \nQ 43.953125 29.203125 39.59375 26.953125 \nQ 35.25 24.703125 29.984375 24.703125 \nQ 19.046875 24.703125 12.671875 31.3125 \nQ 6.296875 37.9375 6.296875 49.421875 \nQ 6.296875 60.640625 12.9375 67.421875 \nQ 19.578125 74.21875 30.609375 74.21875 \nQ 43.265625 74.21875 49.921875 64.515625 \nQ 56.59375 54.828125 56.59375 36.375 \nQ 56.59375 19.140625 48.40625 8.859375 \nQ 40.234375 -1.421875 26.421875 -1.421875 \nQ 22.703125 -1.421875 18.890625 -0.6875 \nQ 15.09375 0.046875 10.984375 1.515625 \nz\nM 30.609375 32.421875 \nQ 37.25 32.421875 41.125 36.953125 \nQ 45.015625 41.5 45.015625 49.421875 \nQ 45.015625 57.28125 41.125 61.84375 \nQ 37.25 66.40625 30.609375 66.40625 \nQ 23.96875 66.40625 20.09375 61.84375 \nQ 16.21875 57.28125 16.21875 49.421875 \nQ 16.21875 41.5 20.09375 36.953125 \nQ 23.96875 32.421875 30.609375 32.421875 \nz\n\" id=\"DejaVuSans-57\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-57\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_9\">\n     <g id=\"line2d_9\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"370.400147\" xlink:href=\"#m06501d93f3\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_9\">\n      <!-- 10000 -->\n      <g transform=\"translate(354.493897 239.238437)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 12.40625 8.296875 \nL 28.515625 8.296875 \nL 28.515625 63.921875 \nL 10.984375 60.40625 \nL 10.984375 69.390625 \nL 28.421875 72.90625 \nL 38.28125 72.90625 \nL 38.28125 8.296875 \nL 54.390625 8.296875 \nL 54.390625 0 \nL 12.40625 0 \nz\n\" id=\"DejaVuSans-49\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"text_10\">\n     <!-- Chain length -->\n     <g transform=\"translate(182.557031 252.916562)scale(0.1 -0.1)\">\n      <defs>\n       <path d=\"M 64.40625 67.28125 \nL 64.40625 56.890625 \nQ 59.421875 61.53125 53.78125 63.8125 \nQ 48.140625 66.109375 41.796875 66.109375 \nQ 29.296875 66.109375 22.65625 58.46875 \nQ 16.015625 50.828125 16.015625 36.375 \nQ 16.015625 21.96875 22.65625 14.328125 \nQ 29.296875 6.6875 41.796875 6.6875 \nQ 48.140625 6.6875 53.78125 8.984375 \nQ 59.421875 11.28125 64.40625 15.921875 \nL 64.40625 5.609375 \nQ 59.234375 2.09375 53.4375 0.328125 \nQ 47.65625 -1.421875 41.21875 -1.421875 \nQ 24.65625 -1.421875 15.125 8.703125 \nQ 5.609375 18.84375 5.609375 36.375 \nQ 5.609375 53.953125 15.125 64.078125 \nQ 24.65625 74.21875 41.21875 74.21875 \nQ 47.75 74.21875 53.53125 72.484375 \nQ 59.328125 70.75 64.40625 67.28125 \nz\n\" id=\"DejaVuSans-67\"/>\n       <path d=\"M 54.890625 33.015625 \nL 54.890625 0 \nL 45.90625 0 \nL 45.90625 32.71875 \nQ 45.90625 40.484375 42.875 44.328125 \nQ 39.84375 48.1875 33.796875 48.1875 \nQ 26.515625 48.1875 22.3125 43.546875 \nQ 18.109375 38.921875 18.109375 30.90625 \nL 18.109375 0 \nL 9.078125 0 \nL 9.078125 75.984375 \nL 18.109375 75.984375 \nL 18.109375 46.1875 \nQ 21.34375 51.125 25.703125 53.5625 \nQ 30.078125 56 35.796875 56 \nQ 45.21875 56 50.046875 50.171875 \nQ 54.890625 44.34375 54.890625 33.015625 \nz\n\" id=\"DejaVuSans-104\"/>\n       <path d=\"M 34.28125 27.484375 \nQ 23.390625 27.484375 19.1875 25 \nQ 14.984375 22.515625 14.984375 16.5 \nQ 14.984375 11.71875 18.140625 8.90625 \nQ 21.296875 6.109375 26.703125 6.109375 \nQ 34.1875 6.109375 38.703125 11.40625 \nQ 43.21875 16.703125 43.21875 25.484375 \nL 43.21875 27.484375 \nz\nM 52.203125 31.203125 \nL 52.203125 0 \nL 43.21875 0 \nL 43.21875 8.296875 \nQ 40.140625 3.328125 35.546875 0.953125 \nQ 30.953125 -1.421875 24.3125 -1.421875 \nQ 15.921875 -1.421875 10.953125 3.296875 \nQ 6 8.015625 6 15.921875 \nQ 6 25.140625 12.171875 29.828125 \nQ 18.359375 34.515625 30.609375 34.515625 \nL 43.21875 34.515625 \nL 43.21875 35.40625 \nQ 43.21875 41.609375 39.140625 45 \nQ 35.0625 48.390625 27.6875 48.390625 \nQ 23 48.390625 18.546875 47.265625 \nQ 14.109375 46.140625 10.015625 43.890625 \nL 10.015625 52.203125 \nQ 14.9375 54.109375 19.578125 55.046875 \nQ 24.21875 56 28.609375 56 \nQ 40.484375 56 46.34375 49.84375 \nQ 52.203125 43.703125 52.203125 31.203125 \nz\n\" id=\"DejaVuSans-97\"/>\n       <path d=\"M 9.421875 54.6875 \nL 18.40625 54.6875 \nL 18.40625 0 \nL 9.421875 0 \nz\nM 9.421875 75.984375 \nL 18.40625 75.984375 \nL 18.40625 64.59375 \nL 9.421875 64.59375 \nz\n\" id=\"DejaVuSans-105\"/>\n       <path d=\"M 54.890625 33.015625 \nL 54.890625 0 \nL 45.90625 0 \nL 45.90625 32.71875 \nQ 45.90625 40.484375 42.875 44.328125 \nQ 39.84375 48.1875 33.796875 48.1875 \nQ 26.515625 48.1875 22.3125 43.546875 \nQ 18.109375 38.921875 18.109375 30.90625 \nL 18.109375 0 \nL 9.078125 0 \nL 9.078125 54.6875 \nL 18.109375 54.6875 \nL 18.109375 46.1875 \nQ 21.34375 51.125 25.703125 53.5625 \nQ 30.078125 56 35.796875 56 \nQ 45.21875 56 50.046875 50.171875 \nQ 54.890625 44.34375 54.890625 33.015625 \nz\n\" id=\"DejaVuSans-110\"/>\n       <path id=\"DejaVuSans-32\"/>\n       <path d=\"M 9.421875 75.984375 \nL 18.40625 75.984375 \nL 18.40625 0 \nL 9.421875 0 \nz\n\" id=\"DejaVuSans-108\"/>\n       <path d=\"M 56.203125 29.59375 \nL 56.203125 25.203125 \nL 14.890625 25.203125 \nQ 15.484375 15.921875 20.484375 11.0625 \nQ 25.484375 6.203125 34.421875 6.203125 \nQ 39.59375 6.203125 44.453125 7.46875 \nQ 49.3125 8.734375 54.109375 11.28125 \nL 54.109375 2.78125 \nQ 49.265625 0.734375 44.1875 -0.34375 \nQ 39.109375 -1.421875 33.890625 -1.421875 \nQ 20.796875 -1.421875 13.15625 6.1875 \nQ 5.515625 13.8125 5.515625 26.8125 \nQ 5.515625 40.234375 12.765625 48.109375 \nQ 20.015625 56 32.328125 56 \nQ 43.359375 56 49.78125 48.890625 \nQ 56.203125 41.796875 56.203125 29.59375 \nz\nM 47.21875 32.234375 \nQ 47.125 39.59375 43.09375 43.984375 \nQ 39.0625 48.390625 32.421875 48.390625 \nQ 24.90625 48.390625 20.390625 44.140625 \nQ 15.875 39.890625 15.1875 32.171875 \nz\n\" id=\"DejaVuSans-101\"/>\n       <path d=\"M 45.40625 27.984375 \nQ 45.40625 37.75 41.375 43.109375 \nQ 37.359375 48.484375 30.078125 48.484375 \nQ 22.859375 48.484375 18.828125 43.109375 \nQ 14.796875 37.75 14.796875 27.984375 \nQ 14.796875 18.265625 18.828125 12.890625 \nQ 22.859375 7.515625 30.078125 7.515625 \nQ 37.359375 7.515625 41.375 12.890625 \nQ 45.40625 18.265625 45.40625 27.984375 \nz\nM 54.390625 6.78125 \nQ 54.390625 -7.171875 48.1875 -13.984375 \nQ 42 -20.796875 29.203125 -20.796875 \nQ 24.46875 -20.796875 20.265625 -20.09375 \nQ 16.0625 -19.390625 12.109375 -17.921875 \nL 12.109375 -9.1875 \nQ 16.0625 -11.328125 19.921875 -12.34375 \nQ 23.78125 -13.375 27.78125 -13.375 \nQ 36.625 -13.375 41.015625 -8.765625 \nQ 45.40625 -4.15625 45.40625 5.171875 \nL 45.40625 9.625 \nQ 42.625 4.78125 38.28125 2.390625 \nQ 33.9375 0 27.875 0 \nQ 17.828125 0 11.671875 7.65625 \nQ 5.515625 15.328125 5.515625 27.984375 \nQ 5.515625 40.671875 11.671875 48.328125 \nQ 17.828125 56 27.875 56 \nQ 33.9375 56 38.28125 53.609375 \nQ 42.625 51.21875 45.40625 46.390625 \nL 45.40625 54.6875 \nL 54.390625 54.6875 \nz\n\" id=\"DejaVuSans-103\"/>\n       <path d=\"M 18.3125 70.21875 \nL 18.3125 54.6875 \nL 36.8125 54.6875 \nL 36.8125 47.703125 \nL 18.3125 47.703125 \nL 18.3125 18.015625 \nQ 18.3125 11.328125 20.140625 9.421875 \nQ 21.96875 7.515625 27.59375 7.515625 \nL 36.8125 7.515625 \nL 36.8125 0 \nL 27.59375 0 \nQ 17.1875 0 13.234375 3.875 \nQ 9.28125 7.765625 9.28125 18.015625 \nL 9.28125 47.703125 \nL 2.6875 47.703125 \nL 2.6875 54.6875 \nL 9.28125 54.6875 \nL 9.28125 70.21875 \nz\n\" id=\"DejaVuSans-116\"/>\n      </defs>\n      <use xlink:href=\"#DejaVuSans-67\"/>\n      <use x=\"69.824219\" xlink:href=\"#DejaVuSans-104\"/>\n      <use x=\"133.203125\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"194.482422\" xlink:href=\"#DejaVuSans-105\"/>\n      <use x=\"222.265625\" xlink:href=\"#DejaVuSans-110\"/>\n      <use x=\"285.644531\" xlink:href=\"#DejaVuSans-32\"/>\n      <use x=\"317.431641\" xlink:href=\"#DejaVuSans-108\"/>\n      <use x=\"345.214844\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"406.738281\" xlink:href=\"#DejaVuSans-110\"/>\n      <use x=\"470.117188\" xlink:href=\"#DejaVuSans-103\"/>\n      <use x=\"533.59375\" xlink:href=\"#DejaVuSans-116\"/>\n      <use x=\"572.802734\" xlink:href=\"#DejaVuSans-104\"/>\n     </g>\n    </g>\n   </g>\n   <g id=\"matplotlib.axis_2\">\n    <g id=\"ytick_1\">\n     <g id=\"line2d_10\">\n      <defs>\n       <path d=\"M 0 0 \nL -3.5 0 \n\" id=\"mbb79b57e8c\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n      </defs>\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"46.965625\" xlink:href=\"#mbb79b57e8c\" y=\"211.195518\"/>\n      </g>\n     </g>\n     <g id=\"text_11\">\n      <!-- 100 -->\n      <g transform=\"translate(20.878125 214.994737)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_2\">\n     <g id=\"line2d_11\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"46.965625\" xlink:href=\"#mbb79b57e8c\" y=\"185.071388\"/>\n      </g>\n     </g>\n     <g id=\"text_12\">\n      <!-- 200 -->\n      <g transform=\"translate(20.878125 188.870607)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-50\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_3\">\n     <g id=\"line2d_12\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"46.965625\" xlink:href=\"#mbb79b57e8c\" y=\"158.947258\"/>\n      </g>\n     </g>\n     <g id=\"text_13\">\n      <!-- 300 -->\n      <g transform=\"translate(20.878125 162.746477)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-51\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_4\">\n     <g id=\"line2d_13\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"46.965625\" xlink:href=\"#mbb79b57e8c\" y=\"132.823128\"/>\n      </g>\n     </g>\n     <g id=\"text_14\">\n      <!-- 400 -->\n      <g transform=\"translate(20.878125 136.622347)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-52\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_5\">\n     <g id=\"line2d_14\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"46.965625\" xlink:href=\"#mbb79b57e8c\" y=\"106.698999\"/>\n      </g>\n     </g>\n     <g id=\"text_15\">\n      <!-- 500 -->\n      <g transform=\"translate(20.878125 110.498217)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-53\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_6\">\n     <g id=\"line2d_15\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"46.965625\" xlink:href=\"#mbb79b57e8c\" y=\"80.574869\"/>\n      </g>\n     </g>\n     <g id=\"text_16\">\n      <!-- 600 -->\n      <g transform=\"translate(20.878125 84.374087)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-54\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_7\">\n     <g id=\"line2d_16\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"46.965625\" xlink:href=\"#mbb79b57e8c\" y=\"54.450739\"/>\n      </g>\n     </g>\n     <g id=\"text_17\">\n      <!-- 700 -->\n      <g transform=\"translate(20.878125 58.249958)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-55\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_8\">\n     <g id=\"line2d_17\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"46.965625\" xlink:href=\"#mbb79b57e8c\" y=\"28.326609\"/>\n      </g>\n     </g>\n     <g id=\"text_18\">\n      <!-- 800 -->\n      <g transform=\"translate(20.878125 32.125828)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-56\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"text_19\">\n     <!-- Median ESS across chains -->\n     <g transform=\"translate(14.798438 180.55125)rotate(-90)scale(0.1 -0.1)\">\n      <defs>\n       <path d=\"M 9.8125 72.90625 \nL 24.515625 72.90625 \nL 43.109375 23.296875 \nL 61.8125 72.90625 \nL 76.515625 72.90625 \nL 76.515625 0 \nL 66.890625 0 \nL 66.890625 64.015625 \nL 48.09375 14.015625 \nL 38.1875 14.015625 \nL 19.390625 64.015625 \nL 19.390625 0 \nL 9.8125 0 \nz\n\" id=\"DejaVuSans-77\"/>\n       <path d=\"M 45.40625 46.390625 \nL 45.40625 75.984375 \nL 54.390625 75.984375 \nL 54.390625 0 \nL 45.40625 0 \nL 45.40625 8.203125 \nQ 42.578125 3.328125 38.25 0.953125 \nQ 33.9375 -1.421875 27.875 -1.421875 \nQ 17.96875 -1.421875 11.734375 6.484375 \nQ 5.515625 14.40625 5.515625 27.296875 \nQ 5.515625 40.1875 11.734375 48.09375 \nQ 17.96875 56 27.875 56 \nQ 33.9375 56 38.25 53.625 \nQ 42.578125 51.265625 45.40625 46.390625 \nz\nM 14.796875 27.296875 \nQ 14.796875 17.390625 18.875 11.75 \nQ 22.953125 6.109375 30.078125 6.109375 \nQ 37.203125 6.109375 41.296875 11.75 \nQ 45.40625 17.390625 45.40625 27.296875 \nQ 45.40625 37.203125 41.296875 42.84375 \nQ 37.203125 48.484375 30.078125 48.484375 \nQ 22.953125 48.484375 18.875 42.84375 \nQ 14.796875 37.203125 14.796875 27.296875 \nz\n\" id=\"DejaVuSans-100\"/>\n       <path d=\"M 9.8125 72.90625 \nL 55.90625 72.90625 \nL 55.90625 64.59375 \nL 19.671875 64.59375 \nL 19.671875 43.015625 \nL 54.390625 43.015625 \nL 54.390625 34.71875 \nL 19.671875 34.71875 \nL 19.671875 8.296875 \nL 56.78125 8.296875 \nL 56.78125 0 \nL 9.8125 0 \nz\n\" id=\"DejaVuSans-69\"/>\n       <path d=\"M 53.515625 70.515625 \nL 53.515625 60.890625 \nQ 47.90625 63.578125 42.921875 64.890625 \nQ 37.9375 66.21875 33.296875 66.21875 \nQ 25.25 66.21875 20.875 63.09375 \nQ 16.5 59.96875 16.5 54.203125 \nQ 16.5 49.359375 19.40625 46.890625 \nQ 22.3125 44.4375 30.421875 42.921875 \nL 36.375 41.703125 \nQ 47.40625 39.59375 52.65625 34.296875 \nQ 57.90625 29 57.90625 20.125 \nQ 57.90625 9.515625 50.796875 4.046875 \nQ 43.703125 -1.421875 29.984375 -1.421875 \nQ 24.8125 -1.421875 18.96875 -0.25 \nQ 13.140625 0.921875 6.890625 3.21875 \nL 6.890625 13.375 \nQ 12.890625 10.015625 18.65625 8.296875 \nQ 24.421875 6.59375 29.984375 6.59375 \nQ 38.421875 6.59375 43.015625 9.90625 \nQ 47.609375 13.234375 47.609375 19.390625 \nQ 47.609375 24.75 44.3125 27.78125 \nQ 41.015625 30.8125 33.5 32.328125 \nL 27.484375 33.5 \nQ 16.453125 35.6875 11.515625 40.375 \nQ 6.59375 45.0625 6.59375 53.421875 \nQ 6.59375 63.09375 13.40625 68.65625 \nQ 20.21875 74.21875 32.171875 74.21875 \nQ 37.3125 74.21875 42.625 73.28125 \nQ 47.953125 72.359375 53.515625 70.515625 \nz\n\" id=\"DejaVuSans-83\"/>\n       <path d=\"M 48.78125 52.59375 \nL 48.78125 44.1875 \nQ 44.96875 46.296875 41.140625 47.34375 \nQ 37.3125 48.390625 33.40625 48.390625 \nQ 24.65625 48.390625 19.8125 42.84375 \nQ 14.984375 37.3125 14.984375 27.296875 \nQ 14.984375 17.28125 19.8125 11.734375 \nQ 24.65625 6.203125 33.40625 6.203125 \nQ 37.3125 6.203125 41.140625 7.25 \nQ 44.96875 8.296875 48.78125 10.40625 \nL 48.78125 2.09375 \nQ 45.015625 0.34375 40.984375 -0.53125 \nQ 36.96875 -1.421875 32.421875 -1.421875 \nQ 20.0625 -1.421875 12.78125 6.34375 \nQ 5.515625 14.109375 5.515625 27.296875 \nQ 5.515625 40.671875 12.859375 48.328125 \nQ 20.21875 56 33.015625 56 \nQ 37.15625 56 41.109375 55.140625 \nQ 45.0625 54.296875 48.78125 52.59375 \nz\n\" id=\"DejaVuSans-99\"/>\n       <path d=\"M 41.109375 46.296875 \nQ 39.59375 47.171875 37.8125 47.578125 \nQ 36.03125 48 33.890625 48 \nQ 26.265625 48 22.1875 43.046875 \nQ 18.109375 38.09375 18.109375 28.8125 \nL 18.109375 0 \nL 9.078125 0 \nL 9.078125 54.6875 \nL 18.109375 54.6875 \nL 18.109375 46.1875 \nQ 20.953125 51.171875 25.484375 53.578125 \nQ 30.03125 56 36.53125 56 \nQ 37.453125 56 38.578125 55.875 \nQ 39.703125 55.765625 41.0625 55.515625 \nz\n\" id=\"DejaVuSans-114\"/>\n       <path d=\"M 30.609375 48.390625 \nQ 23.390625 48.390625 19.1875 42.75 \nQ 14.984375 37.109375 14.984375 27.296875 \nQ 14.984375 17.484375 19.15625 11.84375 \nQ 23.34375 6.203125 30.609375 6.203125 \nQ 37.796875 6.203125 41.984375 11.859375 \nQ 46.1875 17.53125 46.1875 27.296875 \nQ 46.1875 37.015625 41.984375 42.703125 \nQ 37.796875 48.390625 30.609375 48.390625 \nz\nM 30.609375 56 \nQ 42.328125 56 49.015625 48.375 \nQ 55.71875 40.765625 55.71875 27.296875 \nQ 55.71875 13.875 49.015625 6.21875 \nQ 42.328125 -1.421875 30.609375 -1.421875 \nQ 18.84375 -1.421875 12.171875 6.21875 \nQ 5.515625 13.875 5.515625 27.296875 \nQ 5.515625 40.765625 12.171875 48.375 \nQ 18.84375 56 30.609375 56 \nz\n\" id=\"DejaVuSans-111\"/>\n       <path d=\"M 44.28125 53.078125 \nL 44.28125 44.578125 \nQ 40.484375 46.53125 36.375 47.5 \nQ 32.28125 48.484375 27.875 48.484375 \nQ 21.1875 48.484375 17.84375 46.4375 \nQ 14.5 44.390625 14.5 40.28125 \nQ 14.5 37.15625 16.890625 35.375 \nQ 19.28125 33.59375 26.515625 31.984375 \nL 29.59375 31.296875 \nQ 39.15625 29.25 43.1875 25.515625 \nQ 47.21875 21.78125 47.21875 15.09375 \nQ 47.21875 7.46875 41.1875 3.015625 \nQ 35.15625 -1.421875 24.609375 -1.421875 \nQ 20.21875 -1.421875 15.453125 -0.5625 \nQ 10.6875 0.296875 5.421875 2 \nL 5.421875 11.28125 \nQ 10.40625 8.6875 15.234375 7.390625 \nQ 20.0625 6.109375 24.8125 6.109375 \nQ 31.15625 6.109375 34.5625 8.28125 \nQ 37.984375 10.453125 37.984375 14.40625 \nQ 37.984375 18.0625 35.515625 20.015625 \nQ 33.0625 21.96875 24.703125 23.78125 \nL 21.578125 24.515625 \nQ 13.234375 26.265625 9.515625 29.90625 \nQ 5.8125 33.546875 5.8125 39.890625 \nQ 5.8125 47.609375 11.28125 51.796875 \nQ 16.75 56 26.8125 56 \nQ 31.78125 56 36.171875 55.265625 \nQ 40.578125 54.546875 44.28125 53.078125 \nz\n\" id=\"DejaVuSans-115\"/>\n      </defs>\n      <use xlink:href=\"#DejaVuSans-77\"/>\n      <use x=\"86.279297\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"147.802734\" xlink:href=\"#DejaVuSans-100\"/>\n      <use x=\"211.279297\" xlink:href=\"#DejaVuSans-105\"/>\n      <use x=\"239.0625\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"300.341797\" xlink:href=\"#DejaVuSans-110\"/>\n      <use x=\"363.720703\" xlink:href=\"#DejaVuSans-32\"/>\n      <use x=\"395.507812\" xlink:href=\"#DejaVuSans-69\"/>\n      <use x=\"458.691406\" xlink:href=\"#DejaVuSans-83\"/>\n      <use x=\"522.167969\" xlink:href=\"#DejaVuSans-83\"/>\n      <use x=\"585.644531\" xlink:href=\"#DejaVuSans-32\"/>\n      <use x=\"617.431641\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"678.710938\" xlink:href=\"#DejaVuSans-99\"/>\n      <use x=\"733.691406\" xlink:href=\"#DejaVuSans-114\"/>\n      <use x=\"772.554688\" xlink:href=\"#DejaVuSans-111\"/>\n      <use x=\"833.736328\" xlink:href=\"#DejaVuSans-115\"/>\n      <use x=\"885.835938\" xlink:href=\"#DejaVuSans-115\"/>\n      <use x=\"937.935547\" xlink:href=\"#DejaVuSans-32\"/>\n      <use x=\"969.722656\" xlink:href=\"#DejaVuSans-99\"/>\n      <use x=\"1024.703125\" xlink:href=\"#DejaVuSans-104\"/>\n      <use x=\"1088.082031\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"1149.361328\" xlink:href=\"#DejaVuSans-105\"/>\n      <use x=\"1177.144531\" xlink:href=\"#DejaVuSans-110\"/>\n      <use x=\"1240.523438\" xlink:href=\"#DejaVuSans-115\"/>\n     </g>\n    </g>\n   </g>\n   <g id=\"patch_3\">\n    <path d=\"M 46.965625 224.64 \nL 46.965625 7.2 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_4\">\n    <path d=\"M 381.765625 224.64 \nL 381.765625 7.2 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_5\">\n    <path d=\"M 46.965625 224.64 \nL 381.765625 224.64 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_6\">\n    <path d=\"M 46.965625 7.2 \nL 381.765625 7.2 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"legend_1\">\n    <g id=\"patch_7\">\n     <path d=\"M 53.965625 44.55625 \nL 147.53125 44.55625 \nQ 149.53125 44.55625 149.53125 42.55625 \nL 149.53125 14.2 \nQ 149.53125 12.2 147.53125 12.2 \nL 53.965625 12.2 \nQ 51.965625 12.2 51.965625 14.2 \nL 51.965625 42.55625 \nQ 51.965625 44.55625 53.965625 44.55625 \nz\n\" style=\"fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;\"/>\n    </g>\n    <g id=\"PathCollection_3\">\n     <g>\n      <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"65.965625\" xlink:href=\"#mdade417bcf\" y=\"21.173437\"/>\n     </g>\n    </g>\n    <g id=\"text_20\">\n     <!-- Parameter 1 -->\n     <g transform=\"translate(83.965625 23.798437)scale(0.1 -0.1)\">\n      <defs>\n       <path d=\"M 19.671875 64.796875 \nL 19.671875 37.40625 \nL 32.078125 37.40625 \nQ 38.96875 37.40625 42.71875 40.96875 \nQ 46.484375 44.53125 46.484375 51.125 \nQ 46.484375 57.671875 42.71875 61.234375 \nQ 38.96875 64.796875 32.078125 64.796875 \nz\nM 9.8125 72.90625 \nL 32.078125 72.90625 \nQ 44.34375 72.90625 50.609375 67.359375 \nQ 56.890625 61.8125 56.890625 51.125 \nQ 56.890625 40.328125 50.609375 34.8125 \nQ 44.34375 29.296875 32.078125 29.296875 \nL 19.671875 29.296875 \nL 19.671875 0 \nL 9.8125 0 \nz\n\" id=\"DejaVuSans-80\"/>\n       <path d=\"M 52 44.1875 \nQ 55.375 50.25 60.0625 53.125 \nQ 64.75 56 71.09375 56 \nQ 79.640625 56 84.28125 50.015625 \nQ 88.921875 44.046875 88.921875 33.015625 \nL 88.921875 0 \nL 79.890625 0 \nL 79.890625 32.71875 \nQ 79.890625 40.578125 77.09375 44.375 \nQ 74.3125 48.1875 68.609375 48.1875 \nQ 61.625 48.1875 57.5625 43.546875 \nQ 53.515625 38.921875 53.515625 30.90625 \nL 53.515625 0 \nL 44.484375 0 \nL 44.484375 32.71875 \nQ 44.484375 40.625 41.703125 44.40625 \nQ 38.921875 48.1875 33.109375 48.1875 \nQ 26.21875 48.1875 22.15625 43.53125 \nQ 18.109375 38.875 18.109375 30.90625 \nL 18.109375 0 \nL 9.078125 0 \nL 9.078125 54.6875 \nL 18.109375 54.6875 \nL 18.109375 46.1875 \nQ 21.1875 51.21875 25.484375 53.609375 \nQ 29.78125 56 35.6875 56 \nQ 41.65625 56 45.828125 52.96875 \nQ 50 49.953125 52 44.1875 \nz\n\" id=\"DejaVuSans-109\"/>\n      </defs>\n      <use xlink:href=\"#DejaVuSans-80\"/>\n      <use x=\"55.802734\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"117.082031\" xlink:href=\"#DejaVuSans-114\"/>\n      <use x=\"158.195312\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"219.474609\" xlink:href=\"#DejaVuSans-109\"/>\n      <use x=\"316.886719\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"378.410156\" xlink:href=\"#DejaVuSans-116\"/>\n      <use x=\"417.619141\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"479.142578\" xlink:href=\"#DejaVuSans-114\"/>\n      <use x=\"520.255859\" xlink:href=\"#DejaVuSans-32\"/>\n      <use x=\"552.042969\" xlink:href=\"#DejaVuSans-49\"/>\n     </g>\n    </g>\n    <g id=\"PathCollection_4\">\n     <g>\n      <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"65.965625\" xlink:href=\"#m2770648ec5\" y=\"35.851562\"/>\n     </g>\n    </g>\n    <g id=\"text_21\">\n     <!-- Parameter 2 -->\n     <g transform=\"translate(83.965625 38.476562)scale(0.1 -0.1)\">\n      <use xlink:href=\"#DejaVuSans-80\"/>\n      <use x=\"55.802734\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"117.082031\" xlink:href=\"#DejaVuSans-114\"/>\n      <use x=\"158.195312\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"219.474609\" xlink:href=\"#DejaVuSans-109\"/>\n      <use x=\"316.886719\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"378.410156\" xlink:href=\"#DejaVuSans-116\"/>\n      <use x=\"417.619141\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"479.142578\" xlink:href=\"#DejaVuSans-114\"/>\n      <use x=\"520.255859\" xlink:href=\"#DejaVuSans-32\"/>\n      <use x=\"552.042969\" xlink:href=\"#DejaVuSans-50\"/>\n     </g>\n    </g>\n   </g>\n  </g>\n </g>\n <defs>\n  <clipPath id=\"p270a376a28\">\n   <rect height=\"217.44\" width=\"334.8\" x=\"46.965625\" y=\"7.2\"/>\n  </clipPath>\n </defs>\n</svg>\n",
+      "image/png": "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\n"
+     },
+     "metadata": {
+      "needs_background": "light"
+     }
+    }
+   ],
+   "source": [
+    "import numpy as np\n",
+    "\n",
+    "# Define chain lengths for Rhat evaluation\n",
+    "warmup = 1000\n",
+    "chain_lengths = np.arange(start=2000, stop=10000, step=100)\n",
+    "\n",
+    "# Compute rhat\n",
+    "n_parameters = 2\n",
+    "n_lengths = len(chain_lengths)\n",
+    "rhats = np.empty(shape=(n_lengths, n_parameters))\n",
+    "ess = np.empty(shape=(n_chains, n_lengths, n_parameters))\n",
+    "for length_id, chain_length in enumerate(chain_lengths):\n",
+    "    # Get relevant chain samples\n",
+    "    cleaned_chains = chains[:, warmup:chain_length]\n",
+    "\n",
+    "    # Compute rhat and ess\n",
+    "    rhats[length_id] = pints.rhat(cleaned_chains)\n",
+    "    for chain_id, chain in enumerate(cleaned_chains):\n",
+    "        ess[chain_id, length_id] = pints.effective_sample_size(chain)\n",
+    "\n",
+    "# Plot evolution of rhat\n",
+    "plt.scatter(x=chain_lengths, y=rhats[:, 0], label='Parameter 1')\n",
+    "plt.scatter(x=chain_lengths, y=rhats[:, 1], label='Parameter 2')\n",
+    "plt.xlabel('Chain length')\n",
+    "plt.ylabel('Rhat')\n",
+    "plt.legend()\n",
+    "plt.show()\n",
+    "\n",
+    "# Plot evolution of ess\n",
+    "median_ess = np.median(ess, axis=0)\n",
+    "plt.scatter(x=chain_lengths, y=median_ess[:, 0], label='Parameter 1')\n",
+    "plt.scatter(x=chain_lengths, y=median_ess[:, 1], label='Parameter 2')\n",
+    "plt.xlabel('Chain length')\n",
+    "plt.ylabel('Median ESS across chains')\n",
+    "plt.legend()\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "source": [
+    "### Reduce the number of chains\n",
+    "\n",
+    "The desired ESS is reached after 3000 iterations (plus initial 1000 iterations warmup). The Rhat is well below 1.01, so we may use fewer chains."
+   ],
+   "cell_type": "markdown",
+   "metadata": {}
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "display_data",
+     "data": {
+      "text/plain": "<Figure size 432x288 with 1 Axes>",
+      "image/svg+xml": "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n<!-- Created with matplotlib (https://matplotlib.org/) -->\n<svg height=\"263.535785pt\" version=\"1.1\" viewBox=\"0 0 398.50625 263.535785\" width=\"398.50625pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n <metadata>\n  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\n   <cc:Work>\n    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\n    <dc:date>2021-02-09T16:50:45.164319</dc:date>\n    <dc:format>image/svg+xml</dc:format>\n    <dc:creator>\n     <cc:Agent>\n      <dc:title>Matplotlib v3.3.4, https://matplotlib.org/</dc:title>\n     </cc:Agent>\n    </dc:creator>\n   </cc:Work>\n  </rdf:RDF>\n </metadata>\n <defs>\n  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\n </defs>\n <g id=\"figure_1\">\n  <g id=\"patch_1\">\n   <path d=\"M 0 263.535785 \nL 398.50625 263.535785 \nL 398.50625 0 \nL 0 0 \nz\n\" style=\"fill:none;\"/>\n  </g>\n  <g id=\"axes_1\">\n   <g id=\"patch_2\">\n    <path d=\"M 56.50625 225.979535 \nL 391.30625 225.979535 \nL 391.30625 8.539535 \nL 56.50625 8.539535 \nz\n\" style=\"fill:#ffffff;\"/>\n   </g>\n   <g id=\"PathCollection_1\">\n    <defs>\n     <path d=\"M 0 3 \nC 0.795609 3 1.55874 2.683901 2.12132 2.12132 \nC 2.683901 1.55874 3 0.795609 3 0 \nC 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \nC 1.55874 -2.683901 0.795609 -3 0 -3 \nC -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \nC -2.683901 -1.55874 -3 -0.795609 -3 0 \nC -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \nC -1.55874 2.683901 -0.795609 3 0 3 \nz\n\" id=\"m8ff2f17f1b\" style=\"stroke:#1f77b4;\"/>\n    </defs>\n    <g clip-path=\"url(#pc1a8d5809f)\">\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"71.724432\" xlink:href=\"#m8ff2f17f1b\" y=\"64.731622\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"115.204951\" xlink:href=\"#m8ff2f17f1b\" y=\"52.876516\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"158.685471\" xlink:href=\"#m8ff2f17f1b\" y=\"18.423172\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"202.16599\" xlink:href=\"#m8ff2f17f1b\" y=\"62.271678\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"245.64651\" xlink:href=\"#m8ff2f17f1b\" y=\"77.539755\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"289.127029\" xlink:href=\"#m8ff2f17f1b\" y=\"94.554274\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"332.607549\" xlink:href=\"#m8ff2f17f1b\" y=\"100.667276\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"376.088068\" xlink:href=\"#m8ff2f17f1b\" y=\"112.750577\"/>\n    </g>\n   </g>\n   <g id=\"PathCollection_2\">\n    <defs>\n     <path d=\"M 0 3 \nC 0.795609 3 1.55874 2.683901 2.12132 2.12132 \nC 2.683901 1.55874 3 0.795609 3 0 \nC 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \nC 1.55874 -2.683901 0.795609 -3 0 -3 \nC -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \nC -2.683901 -1.55874 -3 -0.795609 -3 0 \nC -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \nC -1.55874 2.683901 -0.795609 3 0 3 \nz\n\" id=\"m3681a17636\" style=\"stroke:#ff7f0e;\"/>\n    </defs>\n    <g clip-path=\"url(#pc1a8d5809f)\">\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"71.724432\" xlink:href=\"#m3681a17636\" y=\"216.095899\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"115.204951\" xlink:href=\"#m3681a17636\" y=\"196.627524\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"158.685471\" xlink:href=\"#m3681a17636\" y=\"200.871507\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"202.16599\" xlink:href=\"#m3681a17636\" y=\"197.998504\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"245.64651\" xlink:href=\"#m3681a17636\" y=\"191.259949\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"289.127029\" xlink:href=\"#m3681a17636\" y=\"193.46771\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"332.607549\" xlink:href=\"#m3681a17636\" y=\"197.383608\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"376.088068\" xlink:href=\"#m3681a17636\" y=\"197.586171\"/>\n    </g>\n   </g>\n   <g id=\"matplotlib.axis_1\">\n    <g id=\"xtick_1\">\n     <g id=\"line2d_1\">\n      <defs>\n       <path d=\"M 0 0 \nL 0 3.5 \n\" id=\"m15d3e4d622\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n      </defs>\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"71.724432\" xlink:href=\"#m15d3e4d622\" y=\"225.979535\"/>\n      </g>\n     </g>\n     <g id=\"text_1\">\n      <!-- 3 -->\n      <g transform=\"translate(68.543182 240.577973)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 40.578125 39.3125 \nQ 47.65625 37.796875 51.625 33 \nQ 55.609375 28.21875 55.609375 21.1875 \nQ 55.609375 10.40625 48.1875 4.484375 \nQ 40.765625 -1.421875 27.09375 -1.421875 \nQ 22.515625 -1.421875 17.65625 -0.515625 \nQ 12.796875 0.390625 7.625 2.203125 \nL 7.625 11.71875 \nQ 11.71875 9.328125 16.59375 8.109375 \nQ 21.484375 6.890625 26.8125 6.890625 \nQ 36.078125 6.890625 40.9375 10.546875 \nQ 45.796875 14.203125 45.796875 21.1875 \nQ 45.796875 27.640625 41.28125 31.265625 \nQ 36.765625 34.90625 28.71875 34.90625 \nL 20.21875 34.90625 \nL 20.21875 43.015625 \nL 29.109375 43.015625 \nQ 36.375 43.015625 40.234375 45.921875 \nQ 44.09375 48.828125 44.09375 54.296875 \nQ 44.09375 59.90625 40.109375 62.90625 \nQ 36.140625 65.921875 28.71875 65.921875 \nQ 24.65625 65.921875 20.015625 65.03125 \nQ 15.375 64.15625 9.8125 62.3125 \nL 9.8125 71.09375 \nQ 15.4375 72.65625 20.34375 73.4375 \nQ 25.25 74.21875 29.59375 74.21875 \nQ 40.828125 74.21875 47.359375 69.109375 \nQ 53.90625 64.015625 53.90625 55.328125 \nQ 53.90625 49.265625 50.4375 45.09375 \nQ 46.96875 40.921875 40.578125 39.3125 \nz\n\" id=\"DejaVuSans-51\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-51\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_2\">\n     <g id=\"line2d_2\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"115.204951\" xlink:href=\"#m15d3e4d622\" y=\"225.979535\"/>\n      </g>\n     </g>\n     <g id=\"text_2\">\n      <!-- 4 -->\n      <g transform=\"translate(112.023701 240.577973)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 37.796875 64.3125 \nL 12.890625 25.390625 \nL 37.796875 25.390625 \nz\nM 35.203125 72.90625 \nL 47.609375 72.90625 \nL 47.609375 25.390625 \nL 58.015625 25.390625 \nL 58.015625 17.1875 \nL 47.609375 17.1875 \nL 47.609375 0 \nL 37.796875 0 \nL 37.796875 17.1875 \nL 4.890625 17.1875 \nL 4.890625 26.703125 \nz\n\" id=\"DejaVuSans-52\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-52\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_3\">\n     <g id=\"line2d_3\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"158.685471\" xlink:href=\"#m15d3e4d622\" y=\"225.979535\"/>\n      </g>\n     </g>\n     <g id=\"text_3\">\n      <!-- 5 -->\n      <g transform=\"translate(155.504221 240.577973)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 10.796875 72.90625 \nL 49.515625 72.90625 \nL 49.515625 64.59375 \nL 19.828125 64.59375 \nL 19.828125 46.734375 \nQ 21.96875 47.46875 24.109375 47.828125 \nQ 26.265625 48.1875 28.421875 48.1875 \nQ 40.625 48.1875 47.75 41.5 \nQ 54.890625 34.8125 54.890625 23.390625 \nQ 54.890625 11.625 47.5625 5.09375 \nQ 40.234375 -1.421875 26.90625 -1.421875 \nQ 22.3125 -1.421875 17.546875 -0.640625 \nQ 12.796875 0.140625 7.71875 1.703125 \nL 7.71875 11.625 \nQ 12.109375 9.234375 16.796875 8.0625 \nQ 21.484375 6.890625 26.703125 6.890625 \nQ 35.15625 6.890625 40.078125 11.328125 \nQ 45.015625 15.765625 45.015625 23.390625 \nQ 45.015625 31 40.078125 35.4375 \nQ 35.15625 39.890625 26.703125 39.890625 \nQ 22.75 39.890625 18.8125 39.015625 \nQ 14.890625 38.140625 10.796875 36.28125 \nz\n\" id=\"DejaVuSans-53\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-53\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_4\">\n     <g id=\"line2d_4\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"202.16599\" xlink:href=\"#m15d3e4d622\" y=\"225.979535\"/>\n      </g>\n     </g>\n     <g id=\"text_4\">\n      <!-- 6 -->\n      <g transform=\"translate(198.98474 240.577973)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 33.015625 40.375 \nQ 26.375 40.375 22.484375 35.828125 \nQ 18.609375 31.296875 18.609375 23.390625 \nQ 18.609375 15.53125 22.484375 10.953125 \nQ 26.375 6.390625 33.015625 6.390625 \nQ 39.65625 6.390625 43.53125 10.953125 \nQ 47.40625 15.53125 47.40625 23.390625 \nQ 47.40625 31.296875 43.53125 35.828125 \nQ 39.65625 40.375 33.015625 40.375 \nz\nM 52.59375 71.296875 \nL 52.59375 62.3125 \nQ 48.875 64.0625 45.09375 64.984375 \nQ 41.3125 65.921875 37.59375 65.921875 \nQ 27.828125 65.921875 22.671875 59.328125 \nQ 17.53125 52.734375 16.796875 39.40625 \nQ 19.671875 43.65625 24.015625 45.921875 \nQ 28.375 48.1875 33.59375 48.1875 \nQ 44.578125 48.1875 50.953125 41.515625 \nQ 57.328125 34.859375 57.328125 23.390625 \nQ 57.328125 12.15625 50.6875 5.359375 \nQ 44.046875 -1.421875 33.015625 -1.421875 \nQ 20.359375 -1.421875 13.671875 8.265625 \nQ 6.984375 17.96875 6.984375 36.375 \nQ 6.984375 53.65625 15.1875 63.9375 \nQ 23.390625 74.21875 37.203125 74.21875 \nQ 40.921875 74.21875 44.703125 73.484375 \nQ 48.484375 72.75 52.59375 71.296875 \nz\n\" id=\"DejaVuSans-54\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-54\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_5\">\n     <g id=\"line2d_5\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"245.64651\" xlink:href=\"#m15d3e4d622\" y=\"225.979535\"/>\n      </g>\n     </g>\n     <g id=\"text_5\">\n      <!-- 7 -->\n      <g transform=\"translate(242.46526 240.577973)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 8.203125 72.90625 \nL 55.078125 72.90625 \nL 55.078125 68.703125 \nL 28.609375 0 \nL 18.3125 0 \nL 43.21875 64.59375 \nL 8.203125 64.59375 \nz\n\" id=\"DejaVuSans-55\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-55\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_6\">\n     <g id=\"line2d_6\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"289.127029\" xlink:href=\"#m15d3e4d622\" y=\"225.979535\"/>\n      </g>\n     </g>\n     <g id=\"text_6\">\n      <!-- 8 -->\n      <g transform=\"translate(285.945779 240.577973)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 31.78125 34.625 \nQ 24.75 34.625 20.71875 30.859375 \nQ 16.703125 27.09375 16.703125 20.515625 \nQ 16.703125 13.921875 20.71875 10.15625 \nQ 24.75 6.390625 31.78125 6.390625 \nQ 38.8125 6.390625 42.859375 10.171875 \nQ 46.921875 13.96875 46.921875 20.515625 \nQ 46.921875 27.09375 42.890625 30.859375 \nQ 38.875 34.625 31.78125 34.625 \nz\nM 21.921875 38.8125 \nQ 15.578125 40.375 12.03125 44.71875 \nQ 8.5 49.078125 8.5 55.328125 \nQ 8.5 64.0625 14.71875 69.140625 \nQ 20.953125 74.21875 31.78125 74.21875 \nQ 42.671875 74.21875 48.875 69.140625 \nQ 55.078125 64.0625 55.078125 55.328125 \nQ 55.078125 49.078125 51.53125 44.71875 \nQ 48 40.375 41.703125 38.8125 \nQ 48.828125 37.15625 52.796875 32.3125 \nQ 56.78125 27.484375 56.78125 20.515625 \nQ 56.78125 9.90625 50.3125 4.234375 \nQ 43.84375 -1.421875 31.78125 -1.421875 \nQ 19.734375 -1.421875 13.25 4.234375 \nQ 6.78125 9.90625 6.78125 20.515625 \nQ 6.78125 27.484375 10.78125 32.3125 \nQ 14.796875 37.15625 21.921875 38.8125 \nz\nM 18.3125 54.390625 \nQ 18.3125 48.734375 21.84375 45.5625 \nQ 25.390625 42.390625 31.78125 42.390625 \nQ 38.140625 42.390625 41.71875 45.5625 \nQ 45.3125 48.734375 45.3125 54.390625 \nQ 45.3125 60.0625 41.71875 63.234375 \nQ 38.140625 66.40625 31.78125 66.40625 \nQ 25.390625 66.40625 21.84375 63.234375 \nQ 18.3125 60.0625 18.3125 54.390625 \nz\n\" id=\"DejaVuSans-56\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-56\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_7\">\n     <g id=\"line2d_7\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"332.607549\" xlink:href=\"#m15d3e4d622\" y=\"225.979535\"/>\n      </g>\n     </g>\n     <g id=\"text_7\">\n      <!-- 9 -->\n      <g transform=\"translate(329.426299 240.577973)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 10.984375 1.515625 \nL 10.984375 10.5 \nQ 14.703125 8.734375 18.5 7.8125 \nQ 22.3125 6.890625 25.984375 6.890625 \nQ 35.75 6.890625 40.890625 13.453125 \nQ 46.046875 20.015625 46.78125 33.40625 \nQ 43.953125 29.203125 39.59375 26.953125 \nQ 35.25 24.703125 29.984375 24.703125 \nQ 19.046875 24.703125 12.671875 31.3125 \nQ 6.296875 37.9375 6.296875 49.421875 \nQ 6.296875 60.640625 12.9375 67.421875 \nQ 19.578125 74.21875 30.609375 74.21875 \nQ 43.265625 74.21875 49.921875 64.515625 \nQ 56.59375 54.828125 56.59375 36.375 \nQ 56.59375 19.140625 48.40625 8.859375 \nQ 40.234375 -1.421875 26.421875 -1.421875 \nQ 22.703125 -1.421875 18.890625 -0.6875 \nQ 15.09375 0.046875 10.984375 1.515625 \nz\nM 30.609375 32.421875 \nQ 37.25 32.421875 41.125 36.953125 \nQ 45.015625 41.5 45.015625 49.421875 \nQ 45.015625 57.28125 41.125 61.84375 \nQ 37.25 66.40625 30.609375 66.40625 \nQ 23.96875 66.40625 20.09375 61.84375 \nQ 16.21875 57.28125 16.21875 49.421875 \nQ 16.21875 41.5 20.09375 36.953125 \nQ 23.96875 32.421875 30.609375 32.421875 \nz\n\" id=\"DejaVuSans-57\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-57\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_8\">\n     <g id=\"line2d_8\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"376.088068\" xlink:href=\"#m15d3e4d622\" y=\"225.979535\"/>\n      </g>\n     </g>\n     <g id=\"text_8\">\n      <!-- 10 -->\n      <g transform=\"translate(369.725568 240.577973)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 12.40625 8.296875 \nL 28.515625 8.296875 \nL 28.515625 63.921875 \nL 10.984375 60.40625 \nL 10.984375 69.390625 \nL 28.421875 72.90625 \nL 38.28125 72.90625 \nL 38.28125 8.296875 \nL 54.390625 8.296875 \nL 54.390625 0 \nL 12.40625 0 \nz\n\" id=\"DejaVuSans-49\"/>\n        <path d=\"M 31.78125 66.40625 \nQ 24.171875 66.40625 20.328125 58.90625 \nQ 16.5 51.421875 16.5 36.375 \nQ 16.5 21.390625 20.328125 13.890625 \nQ 24.171875 6.390625 31.78125 6.390625 \nQ 39.453125 6.390625 43.28125 13.890625 \nQ 47.125 21.390625 47.125 36.375 \nQ 47.125 51.421875 43.28125 58.90625 \nQ 39.453125 66.40625 31.78125 66.40625 \nz\nM 31.78125 74.21875 \nQ 44.046875 74.21875 50.515625 64.515625 \nQ 56.984375 54.828125 56.984375 36.375 \nQ 56.984375 17.96875 50.515625 8.265625 \nQ 44.046875 -1.421875 31.78125 -1.421875 \nQ 19.53125 -1.421875 13.0625 8.265625 \nQ 6.59375 17.96875 6.59375 36.375 \nQ 6.59375 54.828125 13.0625 64.515625 \nQ 19.53125 74.21875 31.78125 74.21875 \nz\n\" id=\"DejaVuSans-48\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"text_9\">\n     <!-- Number chains -->\n     <g transform=\"translate(186.086719 254.256098)scale(0.1 -0.1)\">\n      <defs>\n       <path d=\"M 9.8125 72.90625 \nL 23.09375 72.90625 \nL 55.421875 11.921875 \nL 55.421875 72.90625 \nL 64.984375 72.90625 \nL 64.984375 0 \nL 51.703125 0 \nL 19.390625 60.984375 \nL 19.390625 0 \nL 9.8125 0 \nz\n\" id=\"DejaVuSans-78\"/>\n       <path d=\"M 8.5 21.578125 \nL 8.5 54.6875 \nL 17.484375 54.6875 \nL 17.484375 21.921875 \nQ 17.484375 14.15625 20.5 10.265625 \nQ 23.53125 6.390625 29.59375 6.390625 \nQ 36.859375 6.390625 41.078125 11.03125 \nQ 45.3125 15.671875 45.3125 23.6875 \nL 45.3125 54.6875 \nL 54.296875 54.6875 \nL 54.296875 0 \nL 45.3125 0 \nL 45.3125 8.40625 \nQ 42.046875 3.421875 37.71875 1 \nQ 33.40625 -1.421875 27.6875 -1.421875 \nQ 18.265625 -1.421875 13.375 4.4375 \nQ 8.5 10.296875 8.5 21.578125 \nz\nM 31.109375 56 \nz\n\" id=\"DejaVuSans-117\"/>\n       <path d=\"M 52 44.1875 \nQ 55.375 50.25 60.0625 53.125 \nQ 64.75 56 71.09375 56 \nQ 79.640625 56 84.28125 50.015625 \nQ 88.921875 44.046875 88.921875 33.015625 \nL 88.921875 0 \nL 79.890625 0 \nL 79.890625 32.71875 \nQ 79.890625 40.578125 77.09375 44.375 \nQ 74.3125 48.1875 68.609375 48.1875 \nQ 61.625 48.1875 57.5625 43.546875 \nQ 53.515625 38.921875 53.515625 30.90625 \nL 53.515625 0 \nL 44.484375 0 \nL 44.484375 32.71875 \nQ 44.484375 40.625 41.703125 44.40625 \nQ 38.921875 48.1875 33.109375 48.1875 \nQ 26.21875 48.1875 22.15625 43.53125 \nQ 18.109375 38.875 18.109375 30.90625 \nL 18.109375 0 \nL 9.078125 0 \nL 9.078125 54.6875 \nL 18.109375 54.6875 \nL 18.109375 46.1875 \nQ 21.1875 51.21875 25.484375 53.609375 \nQ 29.78125 56 35.6875 56 \nQ 41.65625 56 45.828125 52.96875 \nQ 50 49.953125 52 44.1875 \nz\n\" id=\"DejaVuSans-109\"/>\n       <path d=\"M 48.6875 27.296875 \nQ 48.6875 37.203125 44.609375 42.84375 \nQ 40.53125 48.484375 33.40625 48.484375 \nQ 26.265625 48.484375 22.1875 42.84375 \nQ 18.109375 37.203125 18.109375 27.296875 \nQ 18.109375 17.390625 22.1875 11.75 \nQ 26.265625 6.109375 33.40625 6.109375 \nQ 40.53125 6.109375 44.609375 11.75 \nQ 48.6875 17.390625 48.6875 27.296875 \nz\nM 18.109375 46.390625 \nQ 20.953125 51.265625 25.265625 53.625 \nQ 29.59375 56 35.59375 56 \nQ 45.5625 56 51.78125 48.09375 \nQ 58.015625 40.1875 58.015625 27.296875 \nQ 58.015625 14.40625 51.78125 6.484375 \nQ 45.5625 -1.421875 35.59375 -1.421875 \nQ 29.59375 -1.421875 25.265625 0.953125 \nQ 20.953125 3.328125 18.109375 8.203125 \nL 18.109375 0 \nL 9.078125 0 \nL 9.078125 75.984375 \nL 18.109375 75.984375 \nz\n\" id=\"DejaVuSans-98\"/>\n       <path d=\"M 56.203125 29.59375 \nL 56.203125 25.203125 \nL 14.890625 25.203125 \nQ 15.484375 15.921875 20.484375 11.0625 \nQ 25.484375 6.203125 34.421875 6.203125 \nQ 39.59375 6.203125 44.453125 7.46875 \nQ 49.3125 8.734375 54.109375 11.28125 \nL 54.109375 2.78125 \nQ 49.265625 0.734375 44.1875 -0.34375 \nQ 39.109375 -1.421875 33.890625 -1.421875 \nQ 20.796875 -1.421875 13.15625 6.1875 \nQ 5.515625 13.8125 5.515625 26.8125 \nQ 5.515625 40.234375 12.765625 48.109375 \nQ 20.015625 56 32.328125 56 \nQ 43.359375 56 49.78125 48.890625 \nQ 56.203125 41.796875 56.203125 29.59375 \nz\nM 47.21875 32.234375 \nQ 47.125 39.59375 43.09375 43.984375 \nQ 39.0625 48.390625 32.421875 48.390625 \nQ 24.90625 48.390625 20.390625 44.140625 \nQ 15.875 39.890625 15.1875 32.171875 \nz\n\" id=\"DejaVuSans-101\"/>\n       <path d=\"M 41.109375 46.296875 \nQ 39.59375 47.171875 37.8125 47.578125 \nQ 36.03125 48 33.890625 48 \nQ 26.265625 48 22.1875 43.046875 \nQ 18.109375 38.09375 18.109375 28.8125 \nL 18.109375 0 \nL 9.078125 0 \nL 9.078125 54.6875 \nL 18.109375 54.6875 \nL 18.109375 46.1875 \nQ 20.953125 51.171875 25.484375 53.578125 \nQ 30.03125 56 36.53125 56 \nQ 37.453125 56 38.578125 55.875 \nQ 39.703125 55.765625 41.0625 55.515625 \nz\n\" id=\"DejaVuSans-114\"/>\n       <path id=\"DejaVuSans-32\"/>\n       <path d=\"M 48.78125 52.59375 \nL 48.78125 44.1875 \nQ 44.96875 46.296875 41.140625 47.34375 \nQ 37.3125 48.390625 33.40625 48.390625 \nQ 24.65625 48.390625 19.8125 42.84375 \nQ 14.984375 37.3125 14.984375 27.296875 \nQ 14.984375 17.28125 19.8125 11.734375 \nQ 24.65625 6.203125 33.40625 6.203125 \nQ 37.3125 6.203125 41.140625 7.25 \nQ 44.96875 8.296875 48.78125 10.40625 \nL 48.78125 2.09375 \nQ 45.015625 0.34375 40.984375 -0.53125 \nQ 36.96875 -1.421875 32.421875 -1.421875 \nQ 20.0625 -1.421875 12.78125 6.34375 \nQ 5.515625 14.109375 5.515625 27.296875 \nQ 5.515625 40.671875 12.859375 48.328125 \nQ 20.21875 56 33.015625 56 \nQ 37.15625 56 41.109375 55.140625 \nQ 45.0625 54.296875 48.78125 52.59375 \nz\n\" id=\"DejaVuSans-99\"/>\n       <path d=\"M 54.890625 33.015625 \nL 54.890625 0 \nL 45.90625 0 \nL 45.90625 32.71875 \nQ 45.90625 40.484375 42.875 44.328125 \nQ 39.84375 48.1875 33.796875 48.1875 \nQ 26.515625 48.1875 22.3125 43.546875 \nQ 18.109375 38.921875 18.109375 30.90625 \nL 18.109375 0 \nL 9.078125 0 \nL 9.078125 75.984375 \nL 18.109375 75.984375 \nL 18.109375 46.1875 \nQ 21.34375 51.125 25.703125 53.5625 \nQ 30.078125 56 35.796875 56 \nQ 45.21875 56 50.046875 50.171875 \nQ 54.890625 44.34375 54.890625 33.015625 \nz\n\" id=\"DejaVuSans-104\"/>\n       <path d=\"M 34.28125 27.484375 \nQ 23.390625 27.484375 19.1875 25 \nQ 14.984375 22.515625 14.984375 16.5 \nQ 14.984375 11.71875 18.140625 8.90625 \nQ 21.296875 6.109375 26.703125 6.109375 \nQ 34.1875 6.109375 38.703125 11.40625 \nQ 43.21875 16.703125 43.21875 25.484375 \nL 43.21875 27.484375 \nz\nM 52.203125 31.203125 \nL 52.203125 0 \nL 43.21875 0 \nL 43.21875 8.296875 \nQ 40.140625 3.328125 35.546875 0.953125 \nQ 30.953125 -1.421875 24.3125 -1.421875 \nQ 15.921875 -1.421875 10.953125 3.296875 \nQ 6 8.015625 6 15.921875 \nQ 6 25.140625 12.171875 29.828125 \nQ 18.359375 34.515625 30.609375 34.515625 \nL 43.21875 34.515625 \nL 43.21875 35.40625 \nQ 43.21875 41.609375 39.140625 45 \nQ 35.0625 48.390625 27.6875 48.390625 \nQ 23 48.390625 18.546875 47.265625 \nQ 14.109375 46.140625 10.015625 43.890625 \nL 10.015625 52.203125 \nQ 14.9375 54.109375 19.578125 55.046875 \nQ 24.21875 56 28.609375 56 \nQ 40.484375 56 46.34375 49.84375 \nQ 52.203125 43.703125 52.203125 31.203125 \nz\n\" id=\"DejaVuSans-97\"/>\n       <path d=\"M 9.421875 54.6875 \nL 18.40625 54.6875 \nL 18.40625 0 \nL 9.421875 0 \nz\nM 9.421875 75.984375 \nL 18.40625 75.984375 \nL 18.40625 64.59375 \nL 9.421875 64.59375 \nz\n\" id=\"DejaVuSans-105\"/>\n       <path d=\"M 54.890625 33.015625 \nL 54.890625 0 \nL 45.90625 0 \nL 45.90625 32.71875 \nQ 45.90625 40.484375 42.875 44.328125 \nQ 39.84375 48.1875 33.796875 48.1875 \nQ 26.515625 48.1875 22.3125 43.546875 \nQ 18.109375 38.921875 18.109375 30.90625 \nL 18.109375 0 \nL 9.078125 0 \nL 9.078125 54.6875 \nL 18.109375 54.6875 \nL 18.109375 46.1875 \nQ 21.34375 51.125 25.703125 53.5625 \nQ 30.078125 56 35.796875 56 \nQ 45.21875 56 50.046875 50.171875 \nQ 54.890625 44.34375 54.890625 33.015625 \nz\n\" id=\"DejaVuSans-110\"/>\n       <path d=\"M 44.28125 53.078125 \nL 44.28125 44.578125 \nQ 40.484375 46.53125 36.375 47.5 \nQ 32.28125 48.484375 27.875 48.484375 \nQ 21.1875 48.484375 17.84375 46.4375 \nQ 14.5 44.390625 14.5 40.28125 \nQ 14.5 37.15625 16.890625 35.375 \nQ 19.28125 33.59375 26.515625 31.984375 \nL 29.59375 31.296875 \nQ 39.15625 29.25 43.1875 25.515625 \nQ 47.21875 21.78125 47.21875 15.09375 \nQ 47.21875 7.46875 41.1875 3.015625 \nQ 35.15625 -1.421875 24.609375 -1.421875 \nQ 20.21875 -1.421875 15.453125 -0.5625 \nQ 10.6875 0.296875 5.421875 2 \nL 5.421875 11.28125 \nQ 10.40625 8.6875 15.234375 7.390625 \nQ 20.0625 6.109375 24.8125 6.109375 \nQ 31.15625 6.109375 34.5625 8.28125 \nQ 37.984375 10.453125 37.984375 14.40625 \nQ 37.984375 18.0625 35.515625 20.015625 \nQ 33.0625 21.96875 24.703125 23.78125 \nL 21.578125 24.515625 \nQ 13.234375 26.265625 9.515625 29.90625 \nQ 5.8125 33.546875 5.8125 39.890625 \nQ 5.8125 47.609375 11.28125 51.796875 \nQ 16.75 56 26.8125 56 \nQ 31.78125 56 36.171875 55.265625 \nQ 40.578125 54.546875 44.28125 53.078125 \nz\n\" id=\"DejaVuSans-115\"/>\n      </defs>\n      <use xlink:href=\"#DejaVuSans-78\"/>\n      <use x=\"74.804688\" xlink:href=\"#DejaVuSans-117\"/>\n      <use x=\"138.183594\" xlink:href=\"#DejaVuSans-109\"/>\n      <use x=\"235.595703\" xlink:href=\"#DejaVuSans-98\"/>\n      <use x=\"299.072266\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"360.595703\" xlink:href=\"#DejaVuSans-114\"/>\n      <use x=\"401.708984\" xlink:href=\"#DejaVuSans-32\"/>\n      <use x=\"433.496094\" xlink:href=\"#DejaVuSans-99\"/>\n      <use x=\"488.476562\" xlink:href=\"#DejaVuSans-104\"/>\n      <use x=\"551.855469\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"613.134766\" xlink:href=\"#DejaVuSans-105\"/>\n      <use x=\"640.917969\" xlink:href=\"#DejaVuSans-110\"/>\n      <use x=\"704.296875\" xlink:href=\"#DejaVuSans-115\"/>\n     </g>\n    </g>\n   </g>\n   <g id=\"matplotlib.axis_2\">\n    <g id=\"ytick_1\">\n     <g id=\"line2d_9\">\n      <defs>\n       <path d=\"M 0 0 \nL -3.5 0 \n\" id=\"m048463a15e\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n      </defs>\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"56.50625\" xlink:href=\"#m048463a15e\" y=\"204.837423\"/>\n      </g>\n     </g>\n     <g id=\"text_10\">\n      <!-- 1.001 -->\n      <g transform=\"translate(20.878125 208.636642)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 10.6875 12.40625 \nL 21 12.40625 \nL 21 0 \nL 10.6875 0 \nz\n\" id=\"DejaVuSans-46\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-49\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_2\">\n     <g id=\"line2d_10\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"56.50625\" xlink:href=\"#m048463a15e\" y=\"166.069782\"/>\n      </g>\n     </g>\n     <g id=\"text_11\">\n      <!-- 1.002 -->\n      <g transform=\"translate(20.878125 169.869001)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 19.1875 8.296875 \nL 53.609375 8.296875 \nL 53.609375 0 \nL 7.328125 0 \nL 7.328125 8.296875 \nQ 12.9375 14.109375 22.625 23.890625 \nQ 32.328125 33.6875 34.8125 36.53125 \nQ 39.546875 41.84375 41.421875 45.53125 \nQ 43.3125 49.21875 43.3125 52.78125 \nQ 43.3125 58.59375 39.234375 62.25 \nQ 35.15625 65.921875 28.609375 65.921875 \nQ 23.96875 65.921875 18.8125 64.3125 \nQ 13.671875 62.703125 7.8125 59.421875 \nL 7.8125 69.390625 \nQ 13.765625 71.78125 18.9375 73 \nQ 24.125 74.21875 28.421875 74.21875 \nQ 39.75 74.21875 46.484375 68.546875 \nQ 53.21875 62.890625 53.21875 53.421875 \nQ 53.21875 48.921875 51.53125 44.890625 \nQ 49.859375 40.875 45.40625 35.40625 \nQ 44.1875 33.984375 37.640625 27.21875 \nQ 31.109375 20.453125 19.1875 8.296875 \nz\n\" id=\"DejaVuSans-50\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-50\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_3\">\n     <g id=\"line2d_11\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"56.50625\" xlink:href=\"#m048463a15e\" y=\"127.302141\"/>\n      </g>\n     </g>\n     <g id=\"text_12\">\n      <!-- 1.003 -->\n      <g transform=\"translate(20.878125 131.10136)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-51\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_4\">\n     <g id=\"line2d_12\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"56.50625\" xlink:href=\"#m048463a15e\" y=\"88.5345\"/>\n      </g>\n     </g>\n     <g id=\"text_13\">\n      <!-- 1.004 -->\n      <g transform=\"translate(20.878125 92.333719)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-52\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_5\">\n     <g id=\"line2d_13\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"56.50625\" xlink:href=\"#m048463a15e\" y=\"49.76686\"/>\n      </g>\n     </g>\n     <g id=\"text_14\">\n      <!-- 1.005 -->\n      <g transform=\"translate(20.878125 53.566078)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-53\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_6\">\n     <g id=\"line2d_14\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"56.50625\" xlink:href=\"#m048463a15e\" y=\"10.999219\"/>\n      </g>\n     </g>\n     <g id=\"text_15\">\n      <!-- 1.006 -->\n      <g transform=\"translate(20.878125 14.798437)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-54\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"text_16\">\n     <!-- Rhat -->\n     <g transform=\"translate(14.798438 128.926723)rotate(-90)scale(0.1 -0.1)\">\n      <defs>\n       <path d=\"M 44.390625 34.1875 \nQ 47.5625 33.109375 50.5625 29.59375 \nQ 53.5625 26.078125 56.59375 19.921875 \nL 66.609375 0 \nL 56 0 \nL 46.6875 18.703125 \nQ 43.0625 26.03125 39.671875 28.421875 \nQ 36.28125 30.8125 30.421875 30.8125 \nL 19.671875 30.8125 \nL 19.671875 0 \nL 9.8125 0 \nL 9.8125 72.90625 \nL 32.078125 72.90625 \nQ 44.578125 72.90625 50.734375 67.671875 \nQ 56.890625 62.453125 56.890625 51.90625 \nQ 56.890625 45.015625 53.6875 40.46875 \nQ 50.484375 35.9375 44.390625 34.1875 \nz\nM 19.671875 64.796875 \nL 19.671875 38.921875 \nL 32.078125 38.921875 \nQ 39.203125 38.921875 42.84375 42.21875 \nQ 46.484375 45.515625 46.484375 51.90625 \nQ 46.484375 58.296875 42.84375 61.546875 \nQ 39.203125 64.796875 32.078125 64.796875 \nz\n\" id=\"DejaVuSans-82\"/>\n       <path d=\"M 18.3125 70.21875 \nL 18.3125 54.6875 \nL 36.8125 54.6875 \nL 36.8125 47.703125 \nL 18.3125 47.703125 \nL 18.3125 18.015625 \nQ 18.3125 11.328125 20.140625 9.421875 \nQ 21.96875 7.515625 27.59375 7.515625 \nL 36.8125 7.515625 \nL 36.8125 0 \nL 27.59375 0 \nQ 17.1875 0 13.234375 3.875 \nQ 9.28125 7.765625 9.28125 18.015625 \nL 9.28125 47.703125 \nL 2.6875 47.703125 \nL 2.6875 54.6875 \nL 9.28125 54.6875 \nL 9.28125 70.21875 \nz\n\" id=\"DejaVuSans-116\"/>\n      </defs>\n      <use xlink:href=\"#DejaVuSans-82\"/>\n      <use x=\"69.482422\" xlink:href=\"#DejaVuSans-104\"/>\n      <use x=\"132.861328\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"194.140625\" xlink:href=\"#DejaVuSans-116\"/>\n     </g>\n    </g>\n   </g>\n   <g id=\"patch_3\">\n    <path d=\"M 56.50625 225.979535 \nL 56.50625 8.539535 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_4\">\n    <path d=\"M 391.30625 225.979535 \nL 391.30625 8.539535 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_5\">\n    <path d=\"M 56.50625 225.979535 \nL 391.30625 225.979535 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_6\">\n    <path d=\"M 56.50625 8.539535 \nL 391.30625 8.539535 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"legend_1\">\n    <g id=\"patch_7\">\n     <path d=\"M 290.740625 45.895785 \nL 384.30625 45.895785 \nQ 386.30625 45.895785 386.30625 43.895785 \nL 386.30625 15.539535 \nQ 386.30625 13.539535 384.30625 13.539535 \nL 290.740625 13.539535 \nQ 288.740625 13.539535 288.740625 15.539535 \nL 288.740625 43.895785 \nQ 288.740625 45.895785 290.740625 45.895785 \nz\n\" style=\"fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;\"/>\n    </g>\n    <g id=\"PathCollection_3\">\n     <g>\n      <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"302.740625\" xlink:href=\"#m8ff2f17f1b\" y=\"22.512973\"/>\n     </g>\n    </g>\n    <g id=\"text_17\">\n     <!-- Parameter 1 -->\n     <g transform=\"translate(320.740625 25.137973)scale(0.1 -0.1)\">\n      <defs>\n       <path d=\"M 19.671875 64.796875 \nL 19.671875 37.40625 \nL 32.078125 37.40625 \nQ 38.96875 37.40625 42.71875 40.96875 \nQ 46.484375 44.53125 46.484375 51.125 \nQ 46.484375 57.671875 42.71875 61.234375 \nQ 38.96875 64.796875 32.078125 64.796875 \nz\nM 9.8125 72.90625 \nL 32.078125 72.90625 \nQ 44.34375 72.90625 50.609375 67.359375 \nQ 56.890625 61.8125 56.890625 51.125 \nQ 56.890625 40.328125 50.609375 34.8125 \nQ 44.34375 29.296875 32.078125 29.296875 \nL 19.671875 29.296875 \nL 19.671875 0 \nL 9.8125 0 \nz\n\" id=\"DejaVuSans-80\"/>\n      </defs>\n      <use xlink:href=\"#DejaVuSans-80\"/>\n      <use x=\"55.802734\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"117.082031\" xlink:href=\"#DejaVuSans-114\"/>\n      <use x=\"158.195312\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"219.474609\" xlink:href=\"#DejaVuSans-109\"/>\n      <use x=\"316.886719\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"378.410156\" xlink:href=\"#DejaVuSans-116\"/>\n      <use x=\"417.619141\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"479.142578\" xlink:href=\"#DejaVuSans-114\"/>\n      <use x=\"520.255859\" xlink:href=\"#DejaVuSans-32\"/>\n      <use x=\"552.042969\" xlink:href=\"#DejaVuSans-49\"/>\n     </g>\n    </g>\n    <g id=\"PathCollection_4\">\n     <g>\n      <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"302.740625\" xlink:href=\"#m3681a17636\" y=\"37.191098\"/>\n     </g>\n    </g>\n    <g id=\"text_18\">\n     <!-- Parameter 2 -->\n     <g transform=\"translate(320.740625 39.816098)scale(0.1 -0.1)\">\n      <use xlink:href=\"#DejaVuSans-80\"/>\n      <use x=\"55.802734\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"117.082031\" xlink:href=\"#DejaVuSans-114\"/>\n      <use x=\"158.195312\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"219.474609\" xlink:href=\"#DejaVuSans-109\"/>\n      <use x=\"316.886719\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"378.410156\" xlink:href=\"#DejaVuSans-116\"/>\n      <use x=\"417.619141\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"479.142578\" xlink:href=\"#DejaVuSans-114\"/>\n      <use x=\"520.255859\" xlink:href=\"#DejaVuSans-32\"/>\n      <use x=\"552.042969\" xlink:href=\"#DejaVuSans-50\"/>\n     </g>\n    </g>\n   </g>\n  </g>\n </g>\n <defs>\n  <clipPath id=\"pc1a8d5809f\">\n   <rect height=\"217.44\" width=\"334.8\" x=\"56.50625\" y=\"8.539535\"/>\n  </clipPath>\n </defs>\n</svg>\n",
+      "image/png": "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\n"
+     },
+     "metadata": {
+      "needs_background": "light"
+     }
+    }
+   ],
+   "source": [
+    "# Get relevant chain lengths\n",
+    "warmup = 1000\n",
+    "chain_length = 4000\n",
+    "cleaned_chains = chains[:, warmup:chain_length]\n",
+    "\n",
+    "# Define number of chains to explore\n",
+    "number_chains = np.arange(start=3, stop=n_chains+1)\n",
+    "\n",
+    "# Compute rhat\n",
+    "n_parameters = 2\n",
+    "rhats = np.empty(shape=(len(number_chains), n_parameters))\n",
+    "for _id, n in enumerate(number_chains):\n",
+    "    # Compute rhat for chains\n",
+    "    reduced_chains = cleaned_chains[:n]\n",
+    "    rhats[_id] = pints.rhat(reduced_chains)\n",
+    "    \n",
+    "# Plot evolution of rhat\n",
+    "plt.scatter(x=number_chains, y=rhats[:, 0], label='Parameter 1')\n",
+    "plt.scatter(x=number_chains, y=rhats[:, 1], label='Parameter 2')\n",
+    "plt.xlabel('Number chains')\n",
+    "plt.ylabel('Rhat')\n",
+    "plt.legend()\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "source": [
+    "### Conclusion on hyperparameters\n",
+    "\n",
+    "We desire marginal $\\hat{R}$s of <1.01 and ESS per chain to be greater >200 for each chain. This suggests the following hyperparameters to satisfy these conditions\n",
+    "\n",
+    "1. Number of chains: 3\n",
+    "2. Number of iterations: 4000 (first 1000 iterations are warmup)\n",
+    "3. Other hyperparameters: Default"
+   ],
+   "cell_type": "markdown",
+   "metadata": {}
+  },
+  {
+   "source": [
+    "## Hyperparameters I: Multivariate $\\hat{R} < 1.01$ and an effective sample size per parameter $>200$ per chain."
+   ],
+   "cell_type": "markdown",
+   "metadata": {}
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "\n",
+    "def _within(chains):\n",
+    "    # Get number of chains and number of parameters\n",
+    "    n_chains, _, n_parameters = chains.shape\n",
+    "\n",
+    "    # Compute unbiased within-chain covariance estimate\n",
+    "    within_chain_cov = np.empty(shape=(n_chains, n_parameters, n_parameters))\n",
+    "    for chain_id, chain in enumerate(chains):\n",
+    "        within_chain_cov[chain_id] = np.cov(chain, ddof=1, rowvar=False)\n",
+    "\n",
+    "    # Compute mean-within chain variance\n",
+    "    w = np.mean(within_chain_cov, axis=0)\n",
+    "\n",
+    "    return w\n",
+    "\n",
+    "def _between(chains):\n",
+    "    # Get number of samples\n",
+    "    n = chains.shape[1]\n",
+    "\n",
+    "    # Compute within-chain mean\n",
+    "    within_chain_means = np.mean(chains, axis=1)\n",
+    "\n",
+    "    # Compute covariance across chains of within-chain means\n",
+    "    between_chain_cov = np.cov(within_chain_means, ddof=1, rowvar=False)\n",
+    "\n",
+    "    # Weight variance with number of samples per chain\n",
+    "    b = n * between_chain_cov\n",
+    "\n",
+    "    return b\n",
+    "\n",
+    "def multidimensional_rhat(chains):\n",
+    "    # Get number of samples\n",
+    "    n = chains.shape[1]\n",
+    "\n",
+    "    # Split chains in half\n",
+    "    n = n // 2  # new length of chains\n",
+    "    if n < 1:\n",
+    "        raise ValueError(\n",
+    "            'Number of samples per chain after warm-up and chain splitting is '\n",
+    "            '%d. Method needs at least 1 sample per chain.' % n)\n",
+    "    chains = np.vstack([chains[:, :n], chains[:, -n:]])\n",
+    "\n",
+    "    # Compute mean within-chain covariance\n",
+    "    w = _within(chains)\n",
+    "\n",
+    "    # Compute mean between-chain convariance\n",
+    "    b = _between(chains)\n",
+    "\n",
+    "    # Compute Rhat\n",
+    "    rhat = np.sqrt((n - 1.0) / n + np.linalg.det(b) / (np.linalg.det(w) * n))\n",
+    "\n",
+    "    return rhat"
+   ]
+  },
+  {
+   "source": [
+    "### Visualise $\\hat{R}$ and ESS over number of iterations"
+   ],
+   "cell_type": "markdown",
+   "metadata": {}
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "display_data",
+     "data": {
+      "text/plain": "<Figure size 432x288 with 1 Axes>",
+      "image/svg+xml": "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n<!-- Created with matplotlib (https://matplotlib.org/) -->\n<svg height=\"262.19625pt\" version=\"1.1\" viewBox=\"0 0 398.50625 262.19625\" width=\"398.50625pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n <metadata>\n  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\n   <cc:Work>\n    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\n    <dc:date>2021-02-09T16:51:08.873001</dc:date>\n    <dc:format>image/svg+xml</dc:format>\n    <dc:creator>\n     <cc:Agent>\n      <dc:title>Matplotlib v3.3.4, https://matplotlib.org/</dc:title>\n     </cc:Agent>\n    </dc:creator>\n   </cc:Work>\n  </rdf:RDF>\n </metadata>\n <defs>\n  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\n </defs>\n <g id=\"figure_1\">\n  <g id=\"patch_1\">\n   <path d=\"M 0 262.19625 \nL 398.50625 262.19625 \nL 398.50625 0 \nL 0 0 \nz\n\" style=\"fill:none;\"/>\n  </g>\n  <g id=\"axes_1\">\n   <g id=\"patch_2\">\n    <path d=\"M 56.50625 224.64 \nL 391.30625 224.64 \nL 391.30625 7.2 \nL 56.50625 7.2 \nz\n\" style=\"fill:#ffffff;\"/>\n   </g>\n   <g id=\"PathCollection_1\">\n    <defs>\n     <path d=\"M 0 3 \nC 0.795609 3 1.55874 2.683901 2.12132 2.12132 \nC 2.683901 1.55874 3 0.795609 3 0 \nC 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \nC 1.55874 -2.683901 0.795609 -3 0 -3 \nC -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \nC -2.683901 -1.55874 -3 -0.795609 -3 0 \nC -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \nC -1.55874 2.683901 -0.795609 3 0 3 \nz\n\" id=\"m912411c109\" style=\"stroke:#1f77b4;\"/>\n    </defs>\n    <g clip-path=\"url(#p6b33e5bcda)\">\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"71.724432\" xlink:href=\"#m912411c109\" y=\"73.864974\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"74.08384\" xlink:href=\"#m912411c109\" y=\"17.083636\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"76.443248\" xlink:href=\"#m912411c109\" y=\"88.977086\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"78.802656\" xlink:href=\"#m912411c109\" y=\"123.478771\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"81.162064\" xlink:href=\"#m912411c109\" y=\"135.228158\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"83.521472\" xlink:href=\"#m912411c109\" y=\"145.798\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"85.88088\" xlink:href=\"#m912411c109\" y=\"158.093601\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"88.240288\" xlink:href=\"#m912411c109\" y=\"179.03048\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"90.599696\" xlink:href=\"#m912411c109\" y=\"178.066111\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"92.959104\" xlink:href=\"#m912411c109\" y=\"188.48973\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"95.318512\" xlink:href=\"#m912411c109\" y=\"194.19186\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"97.67792\" xlink:href=\"#m912411c109\" y=\"194.47629\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"100.037328\" xlink:href=\"#m912411c109\" y=\"192.477486\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"102.396736\" xlink:href=\"#m912411c109\" y=\"198.994044\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"104.756144\" xlink:href=\"#m912411c109\" y=\"192.706678\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"107.115552\" xlink:href=\"#m912411c109\" y=\"197.487467\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"109.47496\" xlink:href=\"#m912411c109\" y=\"193.681089\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"111.834368\" xlink:href=\"#m912411c109\" y=\"197.546025\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"114.193776\" xlink:href=\"#m912411c109\" y=\"202.335855\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"116.553184\" xlink:href=\"#m912411c109\" y=\"203.111595\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"118.912592\" xlink:href=\"#m912411c109\" y=\"199.986941\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"121.272001\" xlink:href=\"#m912411c109\" y=\"201.423308\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"123.631409\" xlink:href=\"#m912411c109\" y=\"206.488245\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"125.990817\" xlink:href=\"#m912411c109\" y=\"208.27468\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"128.350225\" xlink:href=\"#m912411c109\" y=\"209.26584\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"130.709633\" xlink:href=\"#m912411c109\" y=\"208.300518\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"133.069041\" xlink:href=\"#m912411c109\" y=\"208.711826\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"135.428449\" xlink:href=\"#m912411c109\" y=\"209.10793\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"137.787857\" xlink:href=\"#m912411c109\" y=\"206.877825\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"140.147265\" xlink:href=\"#m912411c109\" y=\"208.420216\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"142.506673\" xlink:href=\"#m912411c109\" y=\"210.333099\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"144.866081\" xlink:href=\"#m912411c109\" y=\"211.188586\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"147.225489\" xlink:href=\"#m912411c109\" y=\"209.705081\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"149.584897\" xlink:href=\"#m912411c109\" y=\"208.830845\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"151.944305\" xlink:href=\"#m912411c109\" y=\"207.968109\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"154.303713\" xlink:href=\"#m912411c109\" y=\"206.993374\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"156.663121\" xlink:href=\"#m912411c109\" y=\"204.94942\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"159.022529\" xlink:href=\"#m912411c109\" y=\"204.791155\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"161.381937\" xlink:href=\"#m912411c109\" y=\"203.753884\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"163.741345\" xlink:href=\"#m912411c109\" y=\"205.413895\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"166.100753\" xlink:href=\"#m912411c109\" y=\"206.004728\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"168.460161\" xlink:href=\"#m912411c109\" y=\"208.082747\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"170.819569\" xlink:href=\"#m912411c109\" y=\"207.770977\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"173.178977\" xlink:href=\"#m912411c109\" y=\"209.507077\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"175.538385\" xlink:href=\"#m912411c109\" y=\"210.845024\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"177.897793\" xlink:href=\"#m912411c109\" y=\"209.51361\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"180.257201\" xlink:href=\"#m912411c109\" y=\"210.807741\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"182.616609\" xlink:href=\"#m912411c109\" y=\"211.459949\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"184.976017\" xlink:href=\"#m912411c109\" y=\"212.008087\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"187.335425\" xlink:href=\"#m912411c109\" y=\"212.52665\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"189.694834\" xlink:href=\"#m912411c109\" y=\"212.303696\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"192.054242\" xlink:href=\"#m912411c109\" y=\"212.720191\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"194.41365\" xlink:href=\"#m912411c109\" y=\"213.803016\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"196.773058\" xlink:href=\"#m912411c109\" y=\"214.08343\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"199.132466\" xlink:href=\"#m912411c109\" y=\"213.825743\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"201.491874\" xlink:href=\"#m912411c109\" y=\"213.793646\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"203.851282\" xlink:href=\"#m912411c109\" y=\"214.134182\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"206.21069\" xlink:href=\"#m912411c109\" y=\"214.215342\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"208.570098\" xlink:href=\"#m912411c109\" y=\"214.067107\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"210.929506\" xlink:href=\"#m912411c109\" y=\"213.785115\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"213.288914\" xlink:href=\"#m912411c109\" y=\"213.763559\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"215.648322\" xlink:href=\"#m912411c109\" y=\"214.756364\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"218.00773\" xlink:href=\"#m912411c109\" y=\"214.406364\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"220.367138\" xlink:href=\"#m912411c109\" y=\"214.106347\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"222.726546\" xlink:href=\"#m912411c109\" y=\"214.32954\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"225.085954\" xlink:href=\"#m912411c109\" y=\"214.579482\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"227.445362\" xlink:href=\"#m912411c109\" y=\"214.476066\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"229.80477\" xlink:href=\"#m912411c109\" y=\"214.561316\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"232.164178\" xlink:href=\"#m912411c109\" y=\"213.988455\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"234.523586\" xlink:href=\"#m912411c109\" y=\"213.753062\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"236.882994\" xlink:href=\"#m912411c109\" y=\"213.205487\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"239.242402\" xlink:href=\"#m912411c109\" y=\"212.033364\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"241.60181\" xlink:href=\"#m912411c109\" y=\"210.439472\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"243.961218\" xlink:href=\"#m912411c109\" y=\"209.996001\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"246.320626\" xlink:href=\"#m912411c109\" y=\"209.255528\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"248.680034\" xlink:href=\"#m912411c109\" y=\"208.220734\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"251.039442\" xlink:href=\"#m912411c109\" y=\"208.232603\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"253.39885\" xlink:href=\"#m912411c109\" y=\"207.640481\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"255.758258\" xlink:href=\"#m912411c109\" y=\"207.019167\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"258.117666\" xlink:href=\"#m912411c109\" y=\"205.905326\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"260.477075\" xlink:href=\"#m912411c109\" y=\"208.215249\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"262.836483\" xlink:href=\"#m912411c109\" y=\"208.421273\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"265.195891\" xlink:href=\"#m912411c109\" y=\"208.876043\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"267.555299\" xlink:href=\"#m912411c109\" y=\"209.44767\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"269.914707\" xlink:href=\"#m912411c109\" y=\"209.05097\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"272.274115\" xlink:href=\"#m912411c109\" y=\"210.412685\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"274.633523\" xlink:href=\"#m912411c109\" y=\"209.676932\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"276.992931\" xlink:href=\"#m912411c109\" y=\"208.536896\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"279.352339\" xlink:href=\"#m912411c109\" y=\"209.99853\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"281.711747\" xlink:href=\"#m912411c109\" y=\"209.328694\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"284.071155\" xlink:href=\"#m912411c109\" y=\"208.949278\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"286.430563\" xlink:href=\"#m912411c109\" y=\"209.594973\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"288.789971\" xlink:href=\"#m912411c109\" y=\"210.330453\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"291.149379\" xlink:href=\"#m912411c109\" y=\"211.02529\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"293.508787\" xlink:href=\"#m912411c109\" y=\"212.109911\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"295.868195\" xlink:href=\"#m912411c109\" y=\"212.648846\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"298.227603\" xlink:href=\"#m912411c109\" y=\"213.233135\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"300.587011\" xlink:href=\"#m912411c109\" y=\"214.048731\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"302.946419\" xlink:href=\"#m912411c109\" y=\"214.164011\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"305.305827\" xlink:href=\"#m912411c109\" y=\"213.659711\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"307.665235\" xlink:href=\"#m912411c109\" y=\"213.923645\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"310.024643\" xlink:href=\"#m912411c109\" y=\"213.535086\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"312.384051\" xlink:href=\"#m912411c109\" y=\"213.783849\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"314.743459\" xlink:href=\"#m912411c109\" y=\"213.543709\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"317.102867\" xlink:href=\"#m912411c109\" y=\"213.320747\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"319.462275\" xlink:href=\"#m912411c109\" y=\"213.200544\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"321.821683\" xlink:href=\"#m912411c109\" y=\"213.858091\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"324.181091\" xlink:href=\"#m912411c109\" y=\"214.081222\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"326.540499\" xlink:href=\"#m912411c109\" y=\"214.07534\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"328.899908\" xlink:href=\"#m912411c109\" y=\"214.120406\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"331.259316\" xlink:href=\"#m912411c109\" y=\"214.205314\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"333.618724\" xlink:href=\"#m912411c109\" y=\"214.112818\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"335.978132\" xlink:href=\"#m912411c109\" y=\"214.162804\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"338.33754\" xlink:href=\"#m912411c109\" y=\"213.53832\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"340.696948\" xlink:href=\"#m912411c109\" y=\"213.949287\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"343.056356\" xlink:href=\"#m912411c109\" y=\"213.694047\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"345.415764\" xlink:href=\"#m912411c109\" y=\"213.065654\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"347.775172\" xlink:href=\"#m912411c109\" y=\"214.043873\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"350.13458\" xlink:href=\"#m912411c109\" y=\"214.18901\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"352.493988\" xlink:href=\"#m912411c109\" y=\"214.175584\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"354.853396\" xlink:href=\"#m912411c109\" y=\"214.132003\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"357.212804\" xlink:href=\"#m912411c109\" y=\"214.448408\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"359.572212\" xlink:href=\"#m912411c109\" y=\"214.504407\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"361.93162\" xlink:href=\"#m912411c109\" y=\"214.567004\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"364.291028\" xlink:href=\"#m912411c109\" y=\"214.518294\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"366.650436\" xlink:href=\"#m912411c109\" y=\"214.615207\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"369.009844\" xlink:href=\"#m912411c109\" y=\"214.710714\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"371.369252\" xlink:href=\"#m912411c109\" y=\"214.585336\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"373.72866\" xlink:href=\"#m912411c109\" y=\"214.688827\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"376.088068\" xlink:href=\"#m912411c109\" y=\"214.568199\"/>\n    </g>\n   </g>\n   <g id=\"matplotlib.axis_1\">\n    <g id=\"xtick_1\">\n     <g id=\"line2d_1\">\n      <defs>\n       <path d=\"M 0 0 \nL 0 3.5 \n\" id=\"m8e62632e0b\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n      </defs>\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"71.724432\" xlink:href=\"#m8e62632e0b\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_1\">\n      <!-- 2000 -->\n      <g transform=\"translate(58.999432 239.238438)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 19.1875 8.296875 \nL 53.609375 8.296875 \nL 53.609375 0 \nL 7.328125 0 \nL 7.328125 8.296875 \nQ 12.9375 14.109375 22.625 23.890625 \nQ 32.328125 33.6875 34.8125 36.53125 \nQ 39.546875 41.84375 41.421875 45.53125 \nQ 43.3125 49.21875 43.3125 52.78125 \nQ 43.3125 58.59375 39.234375 62.25 \nQ 35.15625 65.921875 28.609375 65.921875 \nQ 23.96875 65.921875 18.8125 64.3125 \nQ 13.671875 62.703125 7.8125 59.421875 \nL 7.8125 69.390625 \nQ 13.765625 71.78125 18.9375 73 \nQ 24.125 74.21875 28.421875 74.21875 \nQ 39.75 74.21875 46.484375 68.546875 \nQ 53.21875 62.890625 53.21875 53.421875 \nQ 53.21875 48.921875 51.53125 44.890625 \nQ 49.859375 40.875 45.40625 35.40625 \nQ 44.1875 33.984375 37.640625 27.21875 \nQ 31.109375 20.453125 19.1875 8.296875 \nz\n\" id=\"DejaVuSans-50\"/>\n        <path d=\"M 31.78125 66.40625 \nQ 24.171875 66.40625 20.328125 58.90625 \nQ 16.5 51.421875 16.5 36.375 \nQ 16.5 21.390625 20.328125 13.890625 \nQ 24.171875 6.390625 31.78125 6.390625 \nQ 39.453125 6.390625 43.28125 13.890625 \nQ 47.125 21.390625 47.125 36.375 \nQ 47.125 51.421875 43.28125 58.90625 \nQ 39.453125 66.40625 31.78125 66.40625 \nz\nM 31.78125 74.21875 \nQ 44.046875 74.21875 50.515625 64.515625 \nQ 56.984375 54.828125 56.984375 36.375 \nQ 56.984375 17.96875 50.515625 8.265625 \nQ 44.046875 -1.421875 31.78125 -1.421875 \nQ 19.53125 -1.421875 13.0625 8.265625 \nQ 6.59375 17.96875 6.59375 36.375 \nQ 6.59375 54.828125 13.0625 64.515625 \nQ 19.53125 74.21875 31.78125 74.21875 \nz\n\" id=\"DejaVuSans-48\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-50\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_2\">\n     <g id=\"line2d_2\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"118.912592\" xlink:href=\"#m8e62632e0b\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_2\">\n      <!-- 4000 -->\n      <g transform=\"translate(106.187592 239.238438)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 37.796875 64.3125 \nL 12.890625 25.390625 \nL 37.796875 25.390625 \nz\nM 35.203125 72.90625 \nL 47.609375 72.90625 \nL 47.609375 25.390625 \nL 58.015625 25.390625 \nL 58.015625 17.1875 \nL 47.609375 17.1875 \nL 47.609375 0 \nL 37.796875 0 \nL 37.796875 17.1875 \nL 4.890625 17.1875 \nL 4.890625 26.703125 \nz\n\" id=\"DejaVuSans-52\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-52\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_3\">\n     <g id=\"line2d_3\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"166.100753\" xlink:href=\"#m8e62632e0b\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_3\">\n      <!-- 6000 -->\n      <g transform=\"translate(153.375753 239.238438)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 33.015625 40.375 \nQ 26.375 40.375 22.484375 35.828125 \nQ 18.609375 31.296875 18.609375 23.390625 \nQ 18.609375 15.53125 22.484375 10.953125 \nQ 26.375 6.390625 33.015625 6.390625 \nQ 39.65625 6.390625 43.53125 10.953125 \nQ 47.40625 15.53125 47.40625 23.390625 \nQ 47.40625 31.296875 43.53125 35.828125 \nQ 39.65625 40.375 33.015625 40.375 \nz\nM 52.59375 71.296875 \nL 52.59375 62.3125 \nQ 48.875 64.0625 45.09375 64.984375 \nQ 41.3125 65.921875 37.59375 65.921875 \nQ 27.828125 65.921875 22.671875 59.328125 \nQ 17.53125 52.734375 16.796875 39.40625 \nQ 19.671875 43.65625 24.015625 45.921875 \nQ 28.375 48.1875 33.59375 48.1875 \nQ 44.578125 48.1875 50.953125 41.515625 \nQ 57.328125 34.859375 57.328125 23.390625 \nQ 57.328125 12.15625 50.6875 5.359375 \nQ 44.046875 -1.421875 33.015625 -1.421875 \nQ 20.359375 -1.421875 13.671875 8.265625 \nQ 6.984375 17.96875 6.984375 36.375 \nQ 6.984375 53.65625 15.1875 63.9375 \nQ 23.390625 74.21875 37.203125 74.21875 \nQ 40.921875 74.21875 44.703125 73.484375 \nQ 48.484375 72.75 52.59375 71.296875 \nz\n\" id=\"DejaVuSans-54\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-54\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_4\">\n     <g id=\"line2d_4\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"213.288914\" xlink:href=\"#m8e62632e0b\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_4\">\n      <!-- 8000 -->\n      <g transform=\"translate(200.563914 239.238438)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 31.78125 34.625 \nQ 24.75 34.625 20.71875 30.859375 \nQ 16.703125 27.09375 16.703125 20.515625 \nQ 16.703125 13.921875 20.71875 10.15625 \nQ 24.75 6.390625 31.78125 6.390625 \nQ 38.8125 6.390625 42.859375 10.171875 \nQ 46.921875 13.96875 46.921875 20.515625 \nQ 46.921875 27.09375 42.890625 30.859375 \nQ 38.875 34.625 31.78125 34.625 \nz\nM 21.921875 38.8125 \nQ 15.578125 40.375 12.03125 44.71875 \nQ 8.5 49.078125 8.5 55.328125 \nQ 8.5 64.0625 14.71875 69.140625 \nQ 20.953125 74.21875 31.78125 74.21875 \nQ 42.671875 74.21875 48.875 69.140625 \nQ 55.078125 64.0625 55.078125 55.328125 \nQ 55.078125 49.078125 51.53125 44.71875 \nQ 48 40.375 41.703125 38.8125 \nQ 48.828125 37.15625 52.796875 32.3125 \nQ 56.78125 27.484375 56.78125 20.515625 \nQ 56.78125 9.90625 50.3125 4.234375 \nQ 43.84375 -1.421875 31.78125 -1.421875 \nQ 19.734375 -1.421875 13.25 4.234375 \nQ 6.78125 9.90625 6.78125 20.515625 \nQ 6.78125 27.484375 10.78125 32.3125 \nQ 14.796875 37.15625 21.921875 38.8125 \nz\nM 18.3125 54.390625 \nQ 18.3125 48.734375 21.84375 45.5625 \nQ 25.390625 42.390625 31.78125 42.390625 \nQ 38.140625 42.390625 41.71875 45.5625 \nQ 45.3125 48.734375 45.3125 54.390625 \nQ 45.3125 60.0625 41.71875 63.234375 \nQ 38.140625 66.40625 31.78125 66.40625 \nQ 25.390625 66.40625 21.84375 63.234375 \nQ 18.3125 60.0625 18.3125 54.390625 \nz\n\" id=\"DejaVuSans-56\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-56\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_5\">\n     <g id=\"line2d_5\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"260.477075\" xlink:href=\"#m8e62632e0b\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_5\">\n      <!-- 10000 -->\n      <g transform=\"translate(244.570825 239.238438)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 12.40625 8.296875 \nL 28.515625 8.296875 \nL 28.515625 63.921875 \nL 10.984375 60.40625 \nL 10.984375 69.390625 \nL 28.421875 72.90625 \nL 38.28125 72.90625 \nL 38.28125 8.296875 \nL 54.390625 8.296875 \nL 54.390625 0 \nL 12.40625 0 \nz\n\" id=\"DejaVuSans-49\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_6\">\n     <g id=\"line2d_6\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"307.665235\" xlink:href=\"#m8e62632e0b\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_6\">\n      <!-- 12000 -->\n      <g transform=\"translate(291.758985 239.238438)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-50\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_7\">\n     <g id=\"line2d_7\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"354.853396\" xlink:href=\"#m8e62632e0b\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_7\">\n      <!-- 14000 -->\n      <g transform=\"translate(338.947146 239.238438)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-52\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"text_8\">\n     <!-- Chain length -->\n     <g transform=\"translate(192.097656 252.916563)scale(0.1 -0.1)\">\n      <defs>\n       <path d=\"M 64.40625 67.28125 \nL 64.40625 56.890625 \nQ 59.421875 61.53125 53.78125 63.8125 \nQ 48.140625 66.109375 41.796875 66.109375 \nQ 29.296875 66.109375 22.65625 58.46875 \nQ 16.015625 50.828125 16.015625 36.375 \nQ 16.015625 21.96875 22.65625 14.328125 \nQ 29.296875 6.6875 41.796875 6.6875 \nQ 48.140625 6.6875 53.78125 8.984375 \nQ 59.421875 11.28125 64.40625 15.921875 \nL 64.40625 5.609375 \nQ 59.234375 2.09375 53.4375 0.328125 \nQ 47.65625 -1.421875 41.21875 -1.421875 \nQ 24.65625 -1.421875 15.125 8.703125 \nQ 5.609375 18.84375 5.609375 36.375 \nQ 5.609375 53.953125 15.125 64.078125 \nQ 24.65625 74.21875 41.21875 74.21875 \nQ 47.75 74.21875 53.53125 72.484375 \nQ 59.328125 70.75 64.40625 67.28125 \nz\n\" id=\"DejaVuSans-67\"/>\n       <path d=\"M 54.890625 33.015625 \nL 54.890625 0 \nL 45.90625 0 \nL 45.90625 32.71875 \nQ 45.90625 40.484375 42.875 44.328125 \nQ 39.84375 48.1875 33.796875 48.1875 \nQ 26.515625 48.1875 22.3125 43.546875 \nQ 18.109375 38.921875 18.109375 30.90625 \nL 18.109375 0 \nL 9.078125 0 \nL 9.078125 75.984375 \nL 18.109375 75.984375 \nL 18.109375 46.1875 \nQ 21.34375 51.125 25.703125 53.5625 \nQ 30.078125 56 35.796875 56 \nQ 45.21875 56 50.046875 50.171875 \nQ 54.890625 44.34375 54.890625 33.015625 \nz\n\" id=\"DejaVuSans-104\"/>\n       <path d=\"M 34.28125 27.484375 \nQ 23.390625 27.484375 19.1875 25 \nQ 14.984375 22.515625 14.984375 16.5 \nQ 14.984375 11.71875 18.140625 8.90625 \nQ 21.296875 6.109375 26.703125 6.109375 \nQ 34.1875 6.109375 38.703125 11.40625 \nQ 43.21875 16.703125 43.21875 25.484375 \nL 43.21875 27.484375 \nz\nM 52.203125 31.203125 \nL 52.203125 0 \nL 43.21875 0 \nL 43.21875 8.296875 \nQ 40.140625 3.328125 35.546875 0.953125 \nQ 30.953125 -1.421875 24.3125 -1.421875 \nQ 15.921875 -1.421875 10.953125 3.296875 \nQ 6 8.015625 6 15.921875 \nQ 6 25.140625 12.171875 29.828125 \nQ 18.359375 34.515625 30.609375 34.515625 \nL 43.21875 34.515625 \nL 43.21875 35.40625 \nQ 43.21875 41.609375 39.140625 45 \nQ 35.0625 48.390625 27.6875 48.390625 \nQ 23 48.390625 18.546875 47.265625 \nQ 14.109375 46.140625 10.015625 43.890625 \nL 10.015625 52.203125 \nQ 14.9375 54.109375 19.578125 55.046875 \nQ 24.21875 56 28.609375 56 \nQ 40.484375 56 46.34375 49.84375 \nQ 52.203125 43.703125 52.203125 31.203125 \nz\n\" id=\"DejaVuSans-97\"/>\n       <path d=\"M 9.421875 54.6875 \nL 18.40625 54.6875 \nL 18.40625 0 \nL 9.421875 0 \nz\nM 9.421875 75.984375 \nL 18.40625 75.984375 \nL 18.40625 64.59375 \nL 9.421875 64.59375 \nz\n\" id=\"DejaVuSans-105\"/>\n       <path d=\"M 54.890625 33.015625 \nL 54.890625 0 \nL 45.90625 0 \nL 45.90625 32.71875 \nQ 45.90625 40.484375 42.875 44.328125 \nQ 39.84375 48.1875 33.796875 48.1875 \nQ 26.515625 48.1875 22.3125 43.546875 \nQ 18.109375 38.921875 18.109375 30.90625 \nL 18.109375 0 \nL 9.078125 0 \nL 9.078125 54.6875 \nL 18.109375 54.6875 \nL 18.109375 46.1875 \nQ 21.34375 51.125 25.703125 53.5625 \nQ 30.078125 56 35.796875 56 \nQ 45.21875 56 50.046875 50.171875 \nQ 54.890625 44.34375 54.890625 33.015625 \nz\n\" id=\"DejaVuSans-110\"/>\n       <path id=\"DejaVuSans-32\"/>\n       <path d=\"M 9.421875 75.984375 \nL 18.40625 75.984375 \nL 18.40625 0 \nL 9.421875 0 \nz\n\" id=\"DejaVuSans-108\"/>\n       <path d=\"M 56.203125 29.59375 \nL 56.203125 25.203125 \nL 14.890625 25.203125 \nQ 15.484375 15.921875 20.484375 11.0625 \nQ 25.484375 6.203125 34.421875 6.203125 \nQ 39.59375 6.203125 44.453125 7.46875 \nQ 49.3125 8.734375 54.109375 11.28125 \nL 54.109375 2.78125 \nQ 49.265625 0.734375 44.1875 -0.34375 \nQ 39.109375 -1.421875 33.890625 -1.421875 \nQ 20.796875 -1.421875 13.15625 6.1875 \nQ 5.515625 13.8125 5.515625 26.8125 \nQ 5.515625 40.234375 12.765625 48.109375 \nQ 20.015625 56 32.328125 56 \nQ 43.359375 56 49.78125 48.890625 \nQ 56.203125 41.796875 56.203125 29.59375 \nz\nM 47.21875 32.234375 \nQ 47.125 39.59375 43.09375 43.984375 \nQ 39.0625 48.390625 32.421875 48.390625 \nQ 24.90625 48.390625 20.390625 44.140625 \nQ 15.875 39.890625 15.1875 32.171875 \nz\n\" id=\"DejaVuSans-101\"/>\n       <path d=\"M 45.40625 27.984375 \nQ 45.40625 37.75 41.375 43.109375 \nQ 37.359375 48.484375 30.078125 48.484375 \nQ 22.859375 48.484375 18.828125 43.109375 \nQ 14.796875 37.75 14.796875 27.984375 \nQ 14.796875 18.265625 18.828125 12.890625 \nQ 22.859375 7.515625 30.078125 7.515625 \nQ 37.359375 7.515625 41.375 12.890625 \nQ 45.40625 18.265625 45.40625 27.984375 \nz\nM 54.390625 6.78125 \nQ 54.390625 -7.171875 48.1875 -13.984375 \nQ 42 -20.796875 29.203125 -20.796875 \nQ 24.46875 -20.796875 20.265625 -20.09375 \nQ 16.0625 -19.390625 12.109375 -17.921875 \nL 12.109375 -9.1875 \nQ 16.0625 -11.328125 19.921875 -12.34375 \nQ 23.78125 -13.375 27.78125 -13.375 \nQ 36.625 -13.375 41.015625 -8.765625 \nQ 45.40625 -4.15625 45.40625 5.171875 \nL 45.40625 9.625 \nQ 42.625 4.78125 38.28125 2.390625 \nQ 33.9375 0 27.875 0 \nQ 17.828125 0 11.671875 7.65625 \nQ 5.515625 15.328125 5.515625 27.984375 \nQ 5.515625 40.671875 11.671875 48.328125 \nQ 17.828125 56 27.875 56 \nQ 33.9375 56 38.28125 53.609375 \nQ 42.625 51.21875 45.40625 46.390625 \nL 45.40625 54.6875 \nL 54.390625 54.6875 \nz\n\" id=\"DejaVuSans-103\"/>\n       <path d=\"M 18.3125 70.21875 \nL 18.3125 54.6875 \nL 36.8125 54.6875 \nL 36.8125 47.703125 \nL 18.3125 47.703125 \nL 18.3125 18.015625 \nQ 18.3125 11.328125 20.140625 9.421875 \nQ 21.96875 7.515625 27.59375 7.515625 \nL 36.8125 7.515625 \nL 36.8125 0 \nL 27.59375 0 \nQ 17.1875 0 13.234375 3.875 \nQ 9.28125 7.765625 9.28125 18.015625 \nL 9.28125 47.703125 \nL 2.6875 47.703125 \nL 2.6875 54.6875 \nL 9.28125 54.6875 \nL 9.28125 70.21875 \nz\n\" id=\"DejaVuSans-116\"/>\n      </defs>\n      <use xlink:href=\"#DejaVuSans-67\"/>\n      <use x=\"69.824219\" xlink:href=\"#DejaVuSans-104\"/>\n      <use x=\"133.203125\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"194.482422\" xlink:href=\"#DejaVuSans-105\"/>\n      <use x=\"222.265625\" xlink:href=\"#DejaVuSans-110\"/>\n      <use x=\"285.644531\" xlink:href=\"#DejaVuSans-32\"/>\n      <use x=\"317.431641\" xlink:href=\"#DejaVuSans-108\"/>\n      <use x=\"345.214844\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"406.738281\" xlink:href=\"#DejaVuSans-110\"/>\n      <use x=\"470.117188\" xlink:href=\"#DejaVuSans-103\"/>\n      <use x=\"533.59375\" xlink:href=\"#DejaVuSans-116\"/>\n      <use x=\"572.802734\" xlink:href=\"#DejaVuSans-104\"/>\n     </g>\n    </g>\n   </g>\n   <g id=\"matplotlib.axis_2\">\n    <g id=\"ytick_1\">\n     <g id=\"line2d_8\">\n      <defs>\n       <path d=\"M 0 0 \nL -3.5 0 \n\" id=\"mc92efcd6e8\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n      </defs>\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"56.50625\" xlink:href=\"#mc92efcd6e8\" y=\"217.552978\"/>\n      </g>\n     </g>\n     <g id=\"text_9\">\n      <!-- 1.000 -->\n      <g transform=\"translate(20.878125 221.352197)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 10.6875 12.40625 \nL 21 12.40625 \nL 21 0 \nL 10.6875 0 \nz\n\" id=\"DejaVuSans-46\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_2\">\n     <g id=\"line2d_9\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"56.50625\" xlink:href=\"#mc92efcd6e8\" y=\"190.01232\"/>\n      </g>\n     </g>\n     <g id=\"text_10\">\n      <!-- 1.025 -->\n      <g transform=\"translate(20.878125 193.811539)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 10.796875 72.90625 \nL 49.515625 72.90625 \nL 49.515625 64.59375 \nL 19.828125 64.59375 \nL 19.828125 46.734375 \nQ 21.96875 47.46875 24.109375 47.828125 \nQ 26.265625 48.1875 28.421875 48.1875 \nQ 40.625 48.1875 47.75 41.5 \nQ 54.890625 34.8125 54.890625 23.390625 \nQ 54.890625 11.625 47.5625 5.09375 \nQ 40.234375 -1.421875 26.90625 -1.421875 \nQ 22.3125 -1.421875 17.546875 -0.640625 \nQ 12.796875 0.140625 7.71875 1.703125 \nL 7.71875 11.625 \nQ 12.109375 9.234375 16.796875 8.0625 \nQ 21.484375 6.890625 26.703125 6.890625 \nQ 35.15625 6.890625 40.078125 11.328125 \nQ 45.015625 15.765625 45.015625 23.390625 \nQ 45.015625 31 40.078125 35.4375 \nQ 35.15625 39.890625 26.703125 39.890625 \nQ 22.75 39.890625 18.8125 39.015625 \nQ 14.890625 38.140625 10.796875 36.28125 \nz\n\" id=\"DejaVuSans-53\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-50\"/>\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-53\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_3\">\n     <g id=\"line2d_10\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"56.50625\" xlink:href=\"#mc92efcd6e8\" y=\"162.471663\"/>\n      </g>\n     </g>\n     <g id=\"text_11\">\n      <!-- 1.050 -->\n      <g transform=\"translate(20.878125 166.270881)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_4\">\n     <g id=\"line2d_11\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"56.50625\" xlink:href=\"#mc92efcd6e8\" y=\"134.931005\"/>\n      </g>\n     </g>\n     <g id=\"text_12\">\n      <!-- 1.075 -->\n      <g transform=\"translate(20.878125 138.730224)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 8.203125 72.90625 \nL 55.078125 72.90625 \nL 55.078125 68.703125 \nL 28.609375 0 \nL 18.3125 0 \nL 43.21875 64.59375 \nL 8.203125 64.59375 \nz\n\" id=\"DejaVuSans-55\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-55\"/>\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-53\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_5\">\n     <g id=\"line2d_12\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"56.50625\" xlink:href=\"#mc92efcd6e8\" y=\"107.390347\"/>\n      </g>\n     </g>\n     <g id=\"text_13\">\n      <!-- 1.100 -->\n      <g transform=\"translate(20.878125 111.189566)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_6\">\n     <g id=\"line2d_13\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"56.50625\" xlink:href=\"#mc92efcd6e8\" y=\"79.849689\"/>\n      </g>\n     </g>\n     <g id=\"text_14\">\n      <!-- 1.125 -->\n      <g transform=\"translate(20.878125 83.648908)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-50\"/>\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-53\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_7\">\n     <g id=\"line2d_14\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"56.50625\" xlink:href=\"#mc92efcd6e8\" y=\"52.309032\"/>\n      </g>\n     </g>\n     <g id=\"text_15\">\n      <!-- 1.150 -->\n      <g transform=\"translate(20.878125 56.10825)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_8\">\n     <g id=\"line2d_15\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"56.50625\" xlink:href=\"#mc92efcd6e8\" y=\"24.768374\"/>\n      </g>\n     </g>\n     <g id=\"text_16\">\n      <!-- 1.175 -->\n      <g transform=\"translate(20.878125 28.567593)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-55\"/>\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-53\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"text_17\">\n     <!-- Rhat -->\n     <g transform=\"translate(14.798438 127.587188)rotate(-90)scale(0.1 -0.1)\">\n      <defs>\n       <path d=\"M 44.390625 34.1875 \nQ 47.5625 33.109375 50.5625 29.59375 \nQ 53.5625 26.078125 56.59375 19.921875 \nL 66.609375 0 \nL 56 0 \nL 46.6875 18.703125 \nQ 43.0625 26.03125 39.671875 28.421875 \nQ 36.28125 30.8125 30.421875 30.8125 \nL 19.671875 30.8125 \nL 19.671875 0 \nL 9.8125 0 \nL 9.8125 72.90625 \nL 32.078125 72.90625 \nQ 44.578125 72.90625 50.734375 67.671875 \nQ 56.890625 62.453125 56.890625 51.90625 \nQ 56.890625 45.015625 53.6875 40.46875 \nQ 50.484375 35.9375 44.390625 34.1875 \nz\nM 19.671875 64.796875 \nL 19.671875 38.921875 \nL 32.078125 38.921875 \nQ 39.203125 38.921875 42.84375 42.21875 \nQ 46.484375 45.515625 46.484375 51.90625 \nQ 46.484375 58.296875 42.84375 61.546875 \nQ 39.203125 64.796875 32.078125 64.796875 \nz\n\" id=\"DejaVuSans-82\"/>\n      </defs>\n      <use xlink:href=\"#DejaVuSans-82\"/>\n      <use x=\"69.482422\" xlink:href=\"#DejaVuSans-104\"/>\n      <use x=\"132.861328\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"194.140625\" xlink:href=\"#DejaVuSans-116\"/>\n     </g>\n    </g>\n   </g>\n   <g id=\"patch_3\">\n    <path d=\"M 56.50625 224.64 \nL 56.50625 7.2 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_4\">\n    <path d=\"M 391.30625 224.64 \nL 391.30625 7.2 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_5\">\n    <path d=\"M 56.50625 224.64 \nL 391.30625 224.64 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_6\">\n    <path d=\"M 56.50625 7.2 \nL 391.30625 7.2 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n  </g>\n </g>\n <defs>\n  <clipPath id=\"p6b33e5bcda\">\n   <rect height=\"217.44\" width=\"334.8\" x=\"56.50625\" y=\"7.2\"/>\n  </clipPath>\n </defs>\n</svg>\n",
+      "image/png": "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\n"
+     },
+     "metadata": {
+      "needs_background": "light"
+     }
+    },
+    {
+     "output_type": "display_data",
+     "data": {
+      "text/plain": "<Figure size 432x288 with 1 Axes>",
+      "image/svg+xml": "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n<!-- Created with matplotlib (https://matplotlib.org/) -->\n<svg height=\"262.19625pt\" version=\"1.1\" viewBox=\"0 0 395.328125 262.19625\" width=\"395.328125pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n <metadata>\n  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\n   <cc:Work>\n    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\n    <dc:date>2021-02-09T16:51:09.123447</dc:date>\n    <dc:format>image/svg+xml</dc:format>\n    <dc:creator>\n     <cc:Agent>\n      <dc:title>Matplotlib v3.3.4, https://matplotlib.org/</dc:title>\n     </cc:Agent>\n    </dc:creator>\n   </cc:Work>\n  </rdf:RDF>\n </metadata>\n <defs>\n  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\n </defs>\n <g id=\"figure_1\">\n  <g id=\"patch_1\">\n   <path d=\"M 0 262.19625 \nL 395.328125 262.19625 \nL 395.328125 0 \nL 0 0 \nz\n\" style=\"fill:none;\"/>\n  </g>\n  <g id=\"axes_1\">\n   <g id=\"patch_2\">\n    <path d=\"M 53.328125 224.64 \nL 388.128125 224.64 \nL 388.128125 7.2 \nL 53.328125 7.2 \nz\n\" style=\"fill:#ffffff;\"/>\n   </g>\n   <g id=\"PathCollection_1\">\n    <defs>\n     <path d=\"M 0 3 \nC 0.795609 3 1.55874 2.683901 2.12132 2.12132 \nC 2.683901 1.55874 3 0.795609 3 0 \nC 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \nC 1.55874 -2.683901 0.795609 -3 0 -3 \nC -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \nC -2.683901 -1.55874 -3 -0.795609 -3 0 \nC -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \nC -1.55874 2.683901 -0.795609 3 0 3 \nz\n\" id=\"mebf32869ad\" style=\"stroke:#1f77b4;\"/>\n    </defs>\n    <g clip-path=\"url(#pd93c29c593)\">\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"68.546307\" xlink:href=\"#mebf32869ad\" y=\"212.001696\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"70.905715\" xlink:href=\"#mebf32869ad\" y=\"209.997841\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"73.265123\" xlink:href=\"#mebf32869ad\" y=\"208.672617\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"75.624531\" xlink:href=\"#mebf32869ad\" y=\"208.169032\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"77.983939\" xlink:href=\"#mebf32869ad\" y=\"207.82379\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"80.343347\" xlink:href=\"#mebf32869ad\" y=\"206.488669\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"82.702755\" xlink:href=\"#mebf32869ad\" y=\"204.795332\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"85.062163\" xlink:href=\"#mebf32869ad\" y=\"203.637932\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"87.421571\" xlink:href=\"#mebf32869ad\" y=\"201.733959\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"89.780979\" xlink:href=\"#mebf32869ad\" y=\"200.838468\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"92.140387\" xlink:href=\"#mebf32869ad\" y=\"200.204287\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"94.499795\" xlink:href=\"#mebf32869ad\" y=\"200.360406\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"96.859203\" xlink:href=\"#mebf32869ad\" y=\"198.237774\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"99.218611\" xlink:href=\"#mebf32869ad\" y=\"196.658808\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"101.578019\" xlink:href=\"#mebf32869ad\" y=\"195.568815\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"103.937427\" xlink:href=\"#mebf32869ad\" y=\"191.566758\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"106.296835\" xlink:href=\"#mebf32869ad\" y=\"190.02127\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"108.656243\" xlink:href=\"#mebf32869ad\" y=\"188.308659\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"111.015651\" xlink:href=\"#mebf32869ad\" y=\"187.643734\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"113.375059\" xlink:href=\"#mebf32869ad\" y=\"185.382546\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"115.734467\" xlink:href=\"#mebf32869ad\" y=\"185.69436\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"118.093876\" xlink:href=\"#mebf32869ad\" y=\"184.362738\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"120.453284\" xlink:href=\"#mebf32869ad\" y=\"183.340434\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"122.812692\" xlink:href=\"#mebf32869ad\" y=\"181.703916\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"125.1721\" xlink:href=\"#mebf32869ad\" y=\"179.358379\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"127.531508\" xlink:href=\"#mebf32869ad\" y=\"178.719311\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"129.890916\" xlink:href=\"#mebf32869ad\" y=\"177.121767\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"132.250324\" xlink:href=\"#mebf32869ad\" y=\"175.355256\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"134.609732\" xlink:href=\"#mebf32869ad\" y=\"173.74626\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"136.96914\" xlink:href=\"#mebf32869ad\" y=\"173.31001\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"139.328548\" xlink:href=\"#mebf32869ad\" y=\"171.189735\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"141.687956\" xlink:href=\"#mebf32869ad\" y=\"169.626955\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"144.047364\" xlink:href=\"#mebf32869ad\" y=\"167.791063\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"146.406772\" xlink:href=\"#mebf32869ad\" y=\"166.087537\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"148.76618\" xlink:href=\"#mebf32869ad\" y=\"164.529952\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"151.125588\" xlink:href=\"#mebf32869ad\" y=\"162.901082\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"153.484996\" xlink:href=\"#mebf32869ad\" y=\"161.671816\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"155.844404\" xlink:href=\"#mebf32869ad\" y=\"160.008382\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"158.203812\" xlink:href=\"#mebf32869ad\" y=\"158.57419\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"160.56322\" xlink:href=\"#mebf32869ad\" y=\"155.207194\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"162.922628\" xlink:href=\"#mebf32869ad\" y=\"153.464367\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"165.282036\" xlink:href=\"#mebf32869ad\" y=\"152.487657\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"167.641444\" xlink:href=\"#mebf32869ad\" y=\"150.771931\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"170.000852\" xlink:href=\"#mebf32869ad\" y=\"149.540229\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"172.36026\" xlink:href=\"#mebf32869ad\" y=\"150.277704\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"174.719668\" xlink:href=\"#mebf32869ad\" y=\"149.257681\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"177.079076\" xlink:href=\"#mebf32869ad\" y=\"147.64452\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"179.438484\" xlink:href=\"#mebf32869ad\" y=\"146.881754\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"181.797892\" xlink:href=\"#mebf32869ad\" y=\"142.498198\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"184.1573\" xlink:href=\"#mebf32869ad\" y=\"140.614174\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"186.516709\" xlink:href=\"#mebf32869ad\" y=\"139.647729\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"188.876117\" xlink:href=\"#mebf32869ad\" y=\"137.610616\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"191.235525\" xlink:href=\"#mebf32869ad\" y=\"135.105305\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"193.594933\" xlink:href=\"#mebf32869ad\" y=\"133.440047\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"195.954341\" xlink:href=\"#mebf32869ad\" y=\"132.018459\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"198.313749\" xlink:href=\"#mebf32869ad\" y=\"130.335253\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"200.673157\" xlink:href=\"#mebf32869ad\" y=\"129.172194\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"203.032565\" xlink:href=\"#mebf32869ad\" y=\"128.124728\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"205.391973\" xlink:href=\"#mebf32869ad\" y=\"125.870012\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"207.751381\" xlink:href=\"#mebf32869ad\" y=\"126.667475\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"210.110789\" xlink:href=\"#mebf32869ad\" y=\"125.249417\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"212.470197\" xlink:href=\"#mebf32869ad\" y=\"124.005274\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"214.829605\" xlink:href=\"#mebf32869ad\" y=\"119.121813\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"217.189013\" xlink:href=\"#mebf32869ad\" y=\"119.690939\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"219.548421\" xlink:href=\"#mebf32869ad\" y=\"119.57141\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"221.907829\" xlink:href=\"#mebf32869ad\" y=\"117.947775\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"224.267237\" xlink:href=\"#mebf32869ad\" y=\"116.063704\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"226.626645\" xlink:href=\"#mebf32869ad\" y=\"110.251087\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"228.986053\" xlink:href=\"#mebf32869ad\" y=\"113.164382\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"231.345461\" xlink:href=\"#mebf32869ad\" y=\"111.104324\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"233.704869\" xlink:href=\"#mebf32869ad\" y=\"109.802978\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"236.064277\" xlink:href=\"#mebf32869ad\" y=\"112.374263\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"238.423685\" xlink:href=\"#mebf32869ad\" y=\"110.606988\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"240.783093\" xlink:href=\"#mebf32869ad\" y=\"109.530194\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"243.142501\" xlink:href=\"#mebf32869ad\" y=\"103.755223\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"245.501909\" xlink:href=\"#mebf32869ad\" y=\"102.30025\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"247.861317\" xlink:href=\"#mebf32869ad\" y=\"101.149766\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"250.220725\" xlink:href=\"#mebf32869ad\" y=\"104.253733\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"252.580133\" xlink:href=\"#mebf32869ad\" y=\"97.803431\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"254.939541\" xlink:href=\"#mebf32869ad\" y=\"96.516615\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"257.29895\" xlink:href=\"#mebf32869ad\" y=\"94.1105\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"259.658358\" xlink:href=\"#mebf32869ad\" y=\"92.414318\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"262.017766\" xlink:href=\"#mebf32869ad\" y=\"91.366874\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"264.377174\" xlink:href=\"#mebf32869ad\" y=\"89.392451\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"266.736582\" xlink:href=\"#mebf32869ad\" y=\"87.661169\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"269.09599\" xlink:href=\"#mebf32869ad\" y=\"86.872931\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"271.455398\" xlink:href=\"#mebf32869ad\" y=\"84.013602\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"273.814806\" xlink:href=\"#mebf32869ad\" y=\"87.393142\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"276.174214\" xlink:href=\"#mebf32869ad\" y=\"85.635181\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"278.533622\" xlink:href=\"#mebf32869ad\" y=\"84.07981\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"280.89303\" xlink:href=\"#mebf32869ad\" y=\"83.038203\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"283.252438\" xlink:href=\"#mebf32869ad\" y=\"81.317611\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"285.611846\" xlink:href=\"#mebf32869ad\" y=\"79.802535\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"287.971254\" xlink:href=\"#mebf32869ad\" y=\"77.581261\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"290.330662\" xlink:href=\"#mebf32869ad\" y=\"76.647491\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"292.69007\" xlink:href=\"#mebf32869ad\" y=\"74.15995\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"295.049478\" xlink:href=\"#mebf32869ad\" y=\"72.615714\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"297.408886\" xlink:href=\"#mebf32869ad\" y=\"69.998053\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"299.768294\" xlink:href=\"#mebf32869ad\" y=\"68.296813\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"302.127702\" xlink:href=\"#mebf32869ad\" y=\"66.231334\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"304.48711\" xlink:href=\"#mebf32869ad\" y=\"65.129031\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"306.846518\" xlink:href=\"#mebf32869ad\" y=\"63.769077\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"309.205926\" xlink:href=\"#mebf32869ad\" y=\"62.662856\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"311.565334\" xlink:href=\"#mebf32869ad\" y=\"60.419578\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"313.924742\" xlink:href=\"#mebf32869ad\" y=\"59.623245\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"316.28415\" xlink:href=\"#mebf32869ad\" y=\"57.788776\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"318.643558\" xlink:href=\"#mebf32869ad\" y=\"56.653826\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"321.002966\" xlink:href=\"#mebf32869ad\" y=\"55.147488\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"323.362374\" xlink:href=\"#mebf32869ad\" y=\"53.690274\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"325.721783\" xlink:href=\"#mebf32869ad\" y=\"51.432025\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"328.081191\" xlink:href=\"#mebf32869ad\" y=\"50.3061\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"330.440599\" xlink:href=\"#mebf32869ad\" y=\"48.664932\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"332.800007\" xlink:href=\"#mebf32869ad\" y=\"47.390271\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"335.159415\" xlink:href=\"#mebf32869ad\" y=\"44.648456\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"337.518823\" xlink:href=\"#mebf32869ad\" y=\"41.548211\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"339.878231\" xlink:href=\"#mebf32869ad\" y=\"39.849196\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"342.237639\" xlink:href=\"#mebf32869ad\" y=\"38.432802\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"344.597047\" xlink:href=\"#mebf32869ad\" y=\"39.043735\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"346.956455\" xlink:href=\"#mebf32869ad\" y=\"36.760117\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"349.315863\" xlink:href=\"#mebf32869ad\" y=\"34.956657\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"351.675271\" xlink:href=\"#mebf32869ad\" y=\"33.394577\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"354.034679\" xlink:href=\"#mebf32869ad\" y=\"32.290896\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"356.394087\" xlink:href=\"#mebf32869ad\" y=\"31.740872\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"358.753495\" xlink:href=\"#mebf32869ad\" y=\"30.213439\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"361.112903\" xlink:href=\"#mebf32869ad\" y=\"28.419122\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"363.472311\" xlink:href=\"#mebf32869ad\" y=\"26.505838\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"365.831719\" xlink:href=\"#mebf32869ad\" y=\"25.892708\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"368.191127\" xlink:href=\"#mebf32869ad\" y=\"23.529282\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"370.550535\" xlink:href=\"#mebf32869ad\" y=\"22.85155\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"372.909943\" xlink:href=\"#mebf32869ad\" y=\"17.083636\"/>\n    </g>\n   </g>\n   <g id=\"PathCollection_2\">\n    <defs>\n     <path d=\"M 0 3 \nC 0.795609 3 1.55874 2.683901 2.12132 2.12132 \nC 2.683901 1.55874 3 0.795609 3 0 \nC 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \nC 1.55874 -2.683901 0.795609 -3 0 -3 \nC -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \nC -2.683901 -1.55874 -3 -0.795609 -3 0 \nC -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \nC -1.55874 2.683901 -0.795609 3 0 3 \nz\n\" id=\"meedf844481\" style=\"stroke:#ff7f0e;\"/>\n    </defs>\n    <g clip-path=\"url(#pd93c29c593)\">\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"68.546307\" xlink:href=\"#meedf844481\" y=\"214.756364\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"70.905715\" xlink:href=\"#meedf844481\" y=\"213.630066\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"73.265123\" xlink:href=\"#meedf844481\" y=\"212.274765\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"75.624531\" xlink:href=\"#meedf844481\" y=\"211.254091\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"77.983939\" xlink:href=\"#meedf844481\" y=\"209.334309\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"80.343347\" xlink:href=\"#meedf844481\" y=\"208.657585\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"82.702755\" xlink:href=\"#meedf844481\" y=\"207.094858\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"85.062163\" xlink:href=\"#meedf844481\" y=\"205.162541\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"87.421571\" xlink:href=\"#meedf844481\" y=\"201.923186\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"89.780979\" xlink:href=\"#meedf844481\" y=\"200.024417\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"92.140387\" xlink:href=\"#meedf844481\" y=\"199.483835\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"94.499795\" xlink:href=\"#meedf844481\" y=\"197.610562\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"96.859203\" xlink:href=\"#meedf844481\" y=\"195.445069\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"99.218611\" xlink:href=\"#meedf844481\" y=\"194.651182\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"101.578019\" xlink:href=\"#meedf844481\" y=\"192.947501\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"103.937427\" xlink:href=\"#meedf844481\" y=\"191.185314\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"106.296835\" xlink:href=\"#meedf844481\" y=\"189.382469\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"108.656243\" xlink:href=\"#meedf844481\" y=\"188.363778\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"111.015651\" xlink:href=\"#meedf844481\" y=\"186.625866\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"113.375059\" xlink:href=\"#meedf844481\" y=\"185.169957\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"115.734467\" xlink:href=\"#meedf844481\" y=\"183.62752\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"118.093876\" xlink:href=\"#meedf844481\" y=\"181.427874\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"120.453284\" xlink:href=\"#meedf844481\" y=\"179.714643\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"122.812692\" xlink:href=\"#meedf844481\" y=\"178.59183\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"125.1721\" xlink:href=\"#meedf844481\" y=\"177.126145\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"127.531508\" xlink:href=\"#meedf844481\" y=\"174.758062\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"129.890916\" xlink:href=\"#meedf844481\" y=\"172.86134\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"132.250324\" xlink:href=\"#meedf844481\" y=\"171.044789\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"134.609732\" xlink:href=\"#meedf844481\" y=\"169.965488\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"136.96914\" xlink:href=\"#meedf844481\" y=\"167.620199\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"139.328548\" xlink:href=\"#meedf844481\" y=\"166.172931\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"141.687956\" xlink:href=\"#meedf844481\" y=\"164.198842\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"144.047364\" xlink:href=\"#meedf844481\" y=\"162.935626\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"146.406772\" xlink:href=\"#meedf844481\" y=\"161.06071\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"148.76618\" xlink:href=\"#meedf844481\" y=\"159.27246\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"151.125588\" xlink:href=\"#meedf844481\" y=\"157.673159\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"153.484996\" xlink:href=\"#meedf844481\" y=\"155.721653\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"155.844404\" xlink:href=\"#meedf844481\" y=\"154.041022\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"158.203812\" xlink:href=\"#meedf844481\" y=\"152.234823\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"160.56322\" xlink:href=\"#meedf844481\" y=\"150.980119\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"162.922628\" xlink:href=\"#meedf844481\" y=\"149.376682\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"165.282036\" xlink:href=\"#meedf844481\" y=\"149.580485\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"167.641444\" xlink:href=\"#meedf844481\" y=\"148.808852\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"170.000852\" xlink:href=\"#meedf844481\" y=\"147.95627\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"172.36026\" xlink:href=\"#meedf844481\" y=\"144.855518\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"174.719668\" xlink:href=\"#meedf844481\" y=\"142.303553\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"177.079076\" xlink:href=\"#meedf844481\" y=\"140.74811\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"179.438484\" xlink:href=\"#meedf844481\" y=\"139.315097\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"181.797892\" xlink:href=\"#meedf844481\" y=\"137.907599\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"184.1573\" xlink:href=\"#meedf844481\" y=\"137.684379\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"186.516709\" xlink:href=\"#meedf844481\" y=\"136.162642\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"188.876117\" xlink:href=\"#meedf844481\" y=\"134.427647\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"191.235525\" xlink:href=\"#meedf844481\" y=\"132.833347\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"193.594933\" xlink:href=\"#meedf844481\" y=\"131.442149\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"195.954341\" xlink:href=\"#meedf844481\" y=\"129.12967\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"198.313749\" xlink:href=\"#meedf844481\" y=\"126.659773\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"200.673157\" xlink:href=\"#meedf844481\" y=\"126.077823\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"203.032565\" xlink:href=\"#meedf844481\" y=\"123.666807\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"205.391973\" xlink:href=\"#meedf844481\" y=\"122.995443\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"207.751381\" xlink:href=\"#meedf844481\" y=\"120.897136\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"210.110789\" xlink:href=\"#meedf844481\" y=\"119.645666\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"212.470197\" xlink:href=\"#meedf844481\" y=\"118.217318\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"214.829605\" xlink:href=\"#meedf844481\" y=\"116.746547\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"217.189013\" xlink:href=\"#meedf844481\" y=\"115.856003\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"219.548421\" xlink:href=\"#meedf844481\" y=\"113.969036\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"221.907829\" xlink:href=\"#meedf844481\" y=\"111.367716\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"224.267237\" xlink:href=\"#meedf844481\" y=\"108.685875\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"226.626645\" xlink:href=\"#meedf844481\" y=\"107.53461\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"228.986053\" xlink:href=\"#meedf844481\" y=\"105.739341\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"231.345461\" xlink:href=\"#meedf844481\" y=\"104.010375\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"233.704869\" xlink:href=\"#meedf844481\" y=\"102.332056\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"236.064277\" xlink:href=\"#meedf844481\" y=\"101.4807\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"238.423685\" xlink:href=\"#meedf844481\" y=\"100.327437\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"240.783093\" xlink:href=\"#meedf844481\" y=\"103.017311\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"243.142501\" xlink:href=\"#meedf844481\" y=\"102.557842\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"245.501909\" xlink:href=\"#meedf844481\" y=\"100.687781\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"247.861317\" xlink:href=\"#meedf844481\" y=\"99.700914\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"250.220725\" xlink:href=\"#meedf844481\" y=\"98.27164\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"252.580133\" xlink:href=\"#meedf844481\" y=\"95.594339\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"254.939541\" xlink:href=\"#meedf844481\" y=\"93.691417\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"257.29895\" xlink:href=\"#meedf844481\" y=\"91.952535\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"259.658358\" xlink:href=\"#meedf844481\" y=\"89.966566\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"262.017766\" xlink:href=\"#meedf844481\" y=\"88.369959\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"264.377174\" xlink:href=\"#meedf844481\" y=\"86.502503\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"266.736582\" xlink:href=\"#meedf844481\" y=\"86.548722\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"269.09599\" xlink:href=\"#meedf844481\" y=\"83.616101\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"271.455398\" xlink:href=\"#meedf844481\" y=\"82.56974\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"273.814806\" xlink:href=\"#meedf844481\" y=\"80.932427\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"276.174214\" xlink:href=\"#meedf844481\" y=\"79.070653\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"278.533622\" xlink:href=\"#meedf844481\" y=\"78.20216\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"280.89303\" xlink:href=\"#meedf844481\" y=\"73.2684\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"283.252438\" xlink:href=\"#meedf844481\" y=\"71.5361\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"285.611846\" xlink:href=\"#meedf844481\" y=\"73.657329\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"287.971254\" xlink:href=\"#meedf844481\" y=\"71.516993\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"290.330662\" xlink:href=\"#meedf844481\" y=\"69.8815\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"292.69007\" xlink:href=\"#meedf844481\" y=\"65.436321\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"295.049478\" xlink:href=\"#meedf844481\" y=\"65.920362\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"297.408886\" xlink:href=\"#meedf844481\" y=\"63.77945\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"299.768294\" xlink:href=\"#meedf844481\" y=\"62.175488\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"302.127702\" xlink:href=\"#meedf844481\" y=\"60.697584\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"304.48711\" xlink:href=\"#meedf844481\" y=\"59.275982\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"306.846518\" xlink:href=\"#meedf844481\" y=\"58.729861\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"309.205926\" xlink:href=\"#meedf844481\" y=\"56.735275\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"311.565334\" xlink:href=\"#meedf844481\" y=\"54.842311\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"313.924742\" xlink:href=\"#meedf844481\" y=\"53.553472\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"316.28415\" xlink:href=\"#meedf844481\" y=\"51.7872\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"318.643558\" xlink:href=\"#meedf844481\" y=\"49.34534\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"321.002966\" xlink:href=\"#meedf844481\" y=\"51.898375\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"323.362374\" xlink:href=\"#meedf844481\" y=\"46.022752\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"325.721783\" xlink:href=\"#meedf844481\" y=\"44.238382\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"328.081191\" xlink:href=\"#meedf844481\" y=\"41.927545\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"330.440599\" xlink:href=\"#meedf844481\" y=\"44.678066\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"332.800007\" xlink:href=\"#meedf844481\" y=\"41.583001\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"335.159415\" xlink:href=\"#meedf844481\" y=\"40.184289\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"337.518823\" xlink:href=\"#meedf844481\" y=\"38.998228\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"339.878231\" xlink:href=\"#meedf844481\" y=\"41.101263\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"342.237639\" xlink:href=\"#meedf844481\" y=\"40.10371\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"344.597047\" xlink:href=\"#meedf844481\" y=\"38.030432\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"346.956455\" xlink:href=\"#meedf844481\" y=\"36.325529\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"349.315863\" xlink:href=\"#meedf844481\" y=\"34.522089\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"351.675271\" xlink:href=\"#meedf844481\" y=\"33.483755\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"354.034679\" xlink:href=\"#meedf844481\" y=\"31.723516\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"356.394087\" xlink:href=\"#meedf844481\" y=\"30.163501\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"358.753495\" xlink:href=\"#meedf844481\" y=\"28.366053\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"361.112903\" xlink:href=\"#meedf844481\" y=\"23.372969\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"363.472311\" xlink:href=\"#meedf844481\" y=\"24.703503\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"365.831719\" xlink:href=\"#meedf844481\" y=\"23.607621\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"368.191127\" xlink:href=\"#meedf844481\" y=\"21.714434\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"370.550535\" xlink:href=\"#meedf844481\" y=\"19.875537\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"372.909943\" xlink:href=\"#meedf844481\" y=\"21.660239\"/>\n    </g>\n   </g>\n   <g id=\"matplotlib.axis_1\">\n    <g id=\"xtick_1\">\n     <g id=\"line2d_1\">\n      <defs>\n       <path d=\"M 0 0 \nL 0 3.5 \n\" id=\"m356cc3dcd8\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n      </defs>\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"68.546307\" xlink:href=\"#m356cc3dcd8\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_1\">\n      <!-- 2000 -->\n      <g transform=\"translate(55.821307 239.238437)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 19.1875 8.296875 \nL 53.609375 8.296875 \nL 53.609375 0 \nL 7.328125 0 \nL 7.328125 8.296875 \nQ 12.9375 14.109375 22.625 23.890625 \nQ 32.328125 33.6875 34.8125 36.53125 \nQ 39.546875 41.84375 41.421875 45.53125 \nQ 43.3125 49.21875 43.3125 52.78125 \nQ 43.3125 58.59375 39.234375 62.25 \nQ 35.15625 65.921875 28.609375 65.921875 \nQ 23.96875 65.921875 18.8125 64.3125 \nQ 13.671875 62.703125 7.8125 59.421875 \nL 7.8125 69.390625 \nQ 13.765625 71.78125 18.9375 73 \nQ 24.125 74.21875 28.421875 74.21875 \nQ 39.75 74.21875 46.484375 68.546875 \nQ 53.21875 62.890625 53.21875 53.421875 \nQ 53.21875 48.921875 51.53125 44.890625 \nQ 49.859375 40.875 45.40625 35.40625 \nQ 44.1875 33.984375 37.640625 27.21875 \nQ 31.109375 20.453125 19.1875 8.296875 \nz\n\" id=\"DejaVuSans-50\"/>\n        <path d=\"M 31.78125 66.40625 \nQ 24.171875 66.40625 20.328125 58.90625 \nQ 16.5 51.421875 16.5 36.375 \nQ 16.5 21.390625 20.328125 13.890625 \nQ 24.171875 6.390625 31.78125 6.390625 \nQ 39.453125 6.390625 43.28125 13.890625 \nQ 47.125 21.390625 47.125 36.375 \nQ 47.125 51.421875 43.28125 58.90625 \nQ 39.453125 66.40625 31.78125 66.40625 \nz\nM 31.78125 74.21875 \nQ 44.046875 74.21875 50.515625 64.515625 \nQ 56.984375 54.828125 56.984375 36.375 \nQ 56.984375 17.96875 50.515625 8.265625 \nQ 44.046875 -1.421875 31.78125 -1.421875 \nQ 19.53125 -1.421875 13.0625 8.265625 \nQ 6.59375 17.96875 6.59375 36.375 \nQ 6.59375 54.828125 13.0625 64.515625 \nQ 19.53125 74.21875 31.78125 74.21875 \nz\n\" id=\"DejaVuSans-48\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-50\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_2\">\n     <g id=\"line2d_2\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"115.734467\" xlink:href=\"#m356cc3dcd8\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_2\">\n      <!-- 4000 -->\n      <g transform=\"translate(103.009467 239.238437)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 37.796875 64.3125 \nL 12.890625 25.390625 \nL 37.796875 25.390625 \nz\nM 35.203125 72.90625 \nL 47.609375 72.90625 \nL 47.609375 25.390625 \nL 58.015625 25.390625 \nL 58.015625 17.1875 \nL 47.609375 17.1875 \nL 47.609375 0 \nL 37.796875 0 \nL 37.796875 17.1875 \nL 4.890625 17.1875 \nL 4.890625 26.703125 \nz\n\" id=\"DejaVuSans-52\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-52\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_3\">\n     <g id=\"line2d_3\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"162.922628\" xlink:href=\"#m356cc3dcd8\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_3\">\n      <!-- 6000 -->\n      <g transform=\"translate(150.197628 239.238437)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 33.015625 40.375 \nQ 26.375 40.375 22.484375 35.828125 \nQ 18.609375 31.296875 18.609375 23.390625 \nQ 18.609375 15.53125 22.484375 10.953125 \nQ 26.375 6.390625 33.015625 6.390625 \nQ 39.65625 6.390625 43.53125 10.953125 \nQ 47.40625 15.53125 47.40625 23.390625 \nQ 47.40625 31.296875 43.53125 35.828125 \nQ 39.65625 40.375 33.015625 40.375 \nz\nM 52.59375 71.296875 \nL 52.59375 62.3125 \nQ 48.875 64.0625 45.09375 64.984375 \nQ 41.3125 65.921875 37.59375 65.921875 \nQ 27.828125 65.921875 22.671875 59.328125 \nQ 17.53125 52.734375 16.796875 39.40625 \nQ 19.671875 43.65625 24.015625 45.921875 \nQ 28.375 48.1875 33.59375 48.1875 \nQ 44.578125 48.1875 50.953125 41.515625 \nQ 57.328125 34.859375 57.328125 23.390625 \nQ 57.328125 12.15625 50.6875 5.359375 \nQ 44.046875 -1.421875 33.015625 -1.421875 \nQ 20.359375 -1.421875 13.671875 8.265625 \nQ 6.984375 17.96875 6.984375 36.375 \nQ 6.984375 53.65625 15.1875 63.9375 \nQ 23.390625 74.21875 37.203125 74.21875 \nQ 40.921875 74.21875 44.703125 73.484375 \nQ 48.484375 72.75 52.59375 71.296875 \nz\n\" id=\"DejaVuSans-54\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-54\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_4\">\n     <g id=\"line2d_4\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"210.110789\" xlink:href=\"#m356cc3dcd8\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_4\">\n      <!-- 8000 -->\n      <g transform=\"translate(197.385789 239.238437)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 31.78125 34.625 \nQ 24.75 34.625 20.71875 30.859375 \nQ 16.703125 27.09375 16.703125 20.515625 \nQ 16.703125 13.921875 20.71875 10.15625 \nQ 24.75 6.390625 31.78125 6.390625 \nQ 38.8125 6.390625 42.859375 10.171875 \nQ 46.921875 13.96875 46.921875 20.515625 \nQ 46.921875 27.09375 42.890625 30.859375 \nQ 38.875 34.625 31.78125 34.625 \nz\nM 21.921875 38.8125 \nQ 15.578125 40.375 12.03125 44.71875 \nQ 8.5 49.078125 8.5 55.328125 \nQ 8.5 64.0625 14.71875 69.140625 \nQ 20.953125 74.21875 31.78125 74.21875 \nQ 42.671875 74.21875 48.875 69.140625 \nQ 55.078125 64.0625 55.078125 55.328125 \nQ 55.078125 49.078125 51.53125 44.71875 \nQ 48 40.375 41.703125 38.8125 \nQ 48.828125 37.15625 52.796875 32.3125 \nQ 56.78125 27.484375 56.78125 20.515625 \nQ 56.78125 9.90625 50.3125 4.234375 \nQ 43.84375 -1.421875 31.78125 -1.421875 \nQ 19.734375 -1.421875 13.25 4.234375 \nQ 6.78125 9.90625 6.78125 20.515625 \nQ 6.78125 27.484375 10.78125 32.3125 \nQ 14.796875 37.15625 21.921875 38.8125 \nz\nM 18.3125 54.390625 \nQ 18.3125 48.734375 21.84375 45.5625 \nQ 25.390625 42.390625 31.78125 42.390625 \nQ 38.140625 42.390625 41.71875 45.5625 \nQ 45.3125 48.734375 45.3125 54.390625 \nQ 45.3125 60.0625 41.71875 63.234375 \nQ 38.140625 66.40625 31.78125 66.40625 \nQ 25.390625 66.40625 21.84375 63.234375 \nQ 18.3125 60.0625 18.3125 54.390625 \nz\n\" id=\"DejaVuSans-56\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-56\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_5\">\n     <g id=\"line2d_5\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"257.29895\" xlink:href=\"#m356cc3dcd8\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_5\">\n      <!-- 10000 -->\n      <g transform=\"translate(241.3927 239.238437)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 12.40625 8.296875 \nL 28.515625 8.296875 \nL 28.515625 63.921875 \nL 10.984375 60.40625 \nL 10.984375 69.390625 \nL 28.421875 72.90625 \nL 38.28125 72.90625 \nL 38.28125 8.296875 \nL 54.390625 8.296875 \nL 54.390625 0 \nL 12.40625 0 \nz\n\" id=\"DejaVuSans-49\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_6\">\n     <g id=\"line2d_6\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"304.48711\" xlink:href=\"#m356cc3dcd8\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_6\">\n      <!-- 12000 -->\n      <g transform=\"translate(288.58086 239.238437)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-50\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_7\">\n     <g id=\"line2d_7\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"351.675271\" xlink:href=\"#m356cc3dcd8\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_7\">\n      <!-- 14000 -->\n      <g transform=\"translate(335.769021 239.238437)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-52\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"text_8\">\n     <!-- Chain length -->\n     <g transform=\"translate(188.919531 252.916562)scale(0.1 -0.1)\">\n      <defs>\n       <path d=\"M 64.40625 67.28125 \nL 64.40625 56.890625 \nQ 59.421875 61.53125 53.78125 63.8125 \nQ 48.140625 66.109375 41.796875 66.109375 \nQ 29.296875 66.109375 22.65625 58.46875 \nQ 16.015625 50.828125 16.015625 36.375 \nQ 16.015625 21.96875 22.65625 14.328125 \nQ 29.296875 6.6875 41.796875 6.6875 \nQ 48.140625 6.6875 53.78125 8.984375 \nQ 59.421875 11.28125 64.40625 15.921875 \nL 64.40625 5.609375 \nQ 59.234375 2.09375 53.4375 0.328125 \nQ 47.65625 -1.421875 41.21875 -1.421875 \nQ 24.65625 -1.421875 15.125 8.703125 \nQ 5.609375 18.84375 5.609375 36.375 \nQ 5.609375 53.953125 15.125 64.078125 \nQ 24.65625 74.21875 41.21875 74.21875 \nQ 47.75 74.21875 53.53125 72.484375 \nQ 59.328125 70.75 64.40625 67.28125 \nz\n\" id=\"DejaVuSans-67\"/>\n       <path d=\"M 54.890625 33.015625 \nL 54.890625 0 \nL 45.90625 0 \nL 45.90625 32.71875 \nQ 45.90625 40.484375 42.875 44.328125 \nQ 39.84375 48.1875 33.796875 48.1875 \nQ 26.515625 48.1875 22.3125 43.546875 \nQ 18.109375 38.921875 18.109375 30.90625 \nL 18.109375 0 \nL 9.078125 0 \nL 9.078125 75.984375 \nL 18.109375 75.984375 \nL 18.109375 46.1875 \nQ 21.34375 51.125 25.703125 53.5625 \nQ 30.078125 56 35.796875 56 \nQ 45.21875 56 50.046875 50.171875 \nQ 54.890625 44.34375 54.890625 33.015625 \nz\n\" id=\"DejaVuSans-104\"/>\n       <path d=\"M 34.28125 27.484375 \nQ 23.390625 27.484375 19.1875 25 \nQ 14.984375 22.515625 14.984375 16.5 \nQ 14.984375 11.71875 18.140625 8.90625 \nQ 21.296875 6.109375 26.703125 6.109375 \nQ 34.1875 6.109375 38.703125 11.40625 \nQ 43.21875 16.703125 43.21875 25.484375 \nL 43.21875 27.484375 \nz\nM 52.203125 31.203125 \nL 52.203125 0 \nL 43.21875 0 \nL 43.21875 8.296875 \nQ 40.140625 3.328125 35.546875 0.953125 \nQ 30.953125 -1.421875 24.3125 -1.421875 \nQ 15.921875 -1.421875 10.953125 3.296875 \nQ 6 8.015625 6 15.921875 \nQ 6 25.140625 12.171875 29.828125 \nQ 18.359375 34.515625 30.609375 34.515625 \nL 43.21875 34.515625 \nL 43.21875 35.40625 \nQ 43.21875 41.609375 39.140625 45 \nQ 35.0625 48.390625 27.6875 48.390625 \nQ 23 48.390625 18.546875 47.265625 \nQ 14.109375 46.140625 10.015625 43.890625 \nL 10.015625 52.203125 \nQ 14.9375 54.109375 19.578125 55.046875 \nQ 24.21875 56 28.609375 56 \nQ 40.484375 56 46.34375 49.84375 \nQ 52.203125 43.703125 52.203125 31.203125 \nz\n\" id=\"DejaVuSans-97\"/>\n       <path d=\"M 9.421875 54.6875 \nL 18.40625 54.6875 \nL 18.40625 0 \nL 9.421875 0 \nz\nM 9.421875 75.984375 \nL 18.40625 75.984375 \nL 18.40625 64.59375 \nL 9.421875 64.59375 \nz\n\" id=\"DejaVuSans-105\"/>\n       <path d=\"M 54.890625 33.015625 \nL 54.890625 0 \nL 45.90625 0 \nL 45.90625 32.71875 \nQ 45.90625 40.484375 42.875 44.328125 \nQ 39.84375 48.1875 33.796875 48.1875 \nQ 26.515625 48.1875 22.3125 43.546875 \nQ 18.109375 38.921875 18.109375 30.90625 \nL 18.109375 0 \nL 9.078125 0 \nL 9.078125 54.6875 \nL 18.109375 54.6875 \nL 18.109375 46.1875 \nQ 21.34375 51.125 25.703125 53.5625 \nQ 30.078125 56 35.796875 56 \nQ 45.21875 56 50.046875 50.171875 \nQ 54.890625 44.34375 54.890625 33.015625 \nz\n\" id=\"DejaVuSans-110\"/>\n       <path id=\"DejaVuSans-32\"/>\n       <path d=\"M 9.421875 75.984375 \nL 18.40625 75.984375 \nL 18.40625 0 \nL 9.421875 0 \nz\n\" id=\"DejaVuSans-108\"/>\n       <path d=\"M 56.203125 29.59375 \nL 56.203125 25.203125 \nL 14.890625 25.203125 \nQ 15.484375 15.921875 20.484375 11.0625 \nQ 25.484375 6.203125 34.421875 6.203125 \nQ 39.59375 6.203125 44.453125 7.46875 \nQ 49.3125 8.734375 54.109375 11.28125 \nL 54.109375 2.78125 \nQ 49.265625 0.734375 44.1875 -0.34375 \nQ 39.109375 -1.421875 33.890625 -1.421875 \nQ 20.796875 -1.421875 13.15625 6.1875 \nQ 5.515625 13.8125 5.515625 26.8125 \nQ 5.515625 40.234375 12.765625 48.109375 \nQ 20.015625 56 32.328125 56 \nQ 43.359375 56 49.78125 48.890625 \nQ 56.203125 41.796875 56.203125 29.59375 \nz\nM 47.21875 32.234375 \nQ 47.125 39.59375 43.09375 43.984375 \nQ 39.0625 48.390625 32.421875 48.390625 \nQ 24.90625 48.390625 20.390625 44.140625 \nQ 15.875 39.890625 15.1875 32.171875 \nz\n\" id=\"DejaVuSans-101\"/>\n       <path d=\"M 45.40625 27.984375 \nQ 45.40625 37.75 41.375 43.109375 \nQ 37.359375 48.484375 30.078125 48.484375 \nQ 22.859375 48.484375 18.828125 43.109375 \nQ 14.796875 37.75 14.796875 27.984375 \nQ 14.796875 18.265625 18.828125 12.890625 \nQ 22.859375 7.515625 30.078125 7.515625 \nQ 37.359375 7.515625 41.375 12.890625 \nQ 45.40625 18.265625 45.40625 27.984375 \nz\nM 54.390625 6.78125 \nQ 54.390625 -7.171875 48.1875 -13.984375 \nQ 42 -20.796875 29.203125 -20.796875 \nQ 24.46875 -20.796875 20.265625 -20.09375 \nQ 16.0625 -19.390625 12.109375 -17.921875 \nL 12.109375 -9.1875 \nQ 16.0625 -11.328125 19.921875 -12.34375 \nQ 23.78125 -13.375 27.78125 -13.375 \nQ 36.625 -13.375 41.015625 -8.765625 \nQ 45.40625 -4.15625 45.40625 5.171875 \nL 45.40625 9.625 \nQ 42.625 4.78125 38.28125 2.390625 \nQ 33.9375 0 27.875 0 \nQ 17.828125 0 11.671875 7.65625 \nQ 5.515625 15.328125 5.515625 27.984375 \nQ 5.515625 40.671875 11.671875 48.328125 \nQ 17.828125 56 27.875 56 \nQ 33.9375 56 38.28125 53.609375 \nQ 42.625 51.21875 45.40625 46.390625 \nL 45.40625 54.6875 \nL 54.390625 54.6875 \nz\n\" id=\"DejaVuSans-103\"/>\n       <path d=\"M 18.3125 70.21875 \nL 18.3125 54.6875 \nL 36.8125 54.6875 \nL 36.8125 47.703125 \nL 18.3125 47.703125 \nL 18.3125 18.015625 \nQ 18.3125 11.328125 20.140625 9.421875 \nQ 21.96875 7.515625 27.59375 7.515625 \nL 36.8125 7.515625 \nL 36.8125 0 \nL 27.59375 0 \nQ 17.1875 0 13.234375 3.875 \nQ 9.28125 7.765625 9.28125 18.015625 \nL 9.28125 47.703125 \nL 2.6875 47.703125 \nL 2.6875 54.6875 \nL 9.28125 54.6875 \nL 9.28125 70.21875 \nz\n\" id=\"DejaVuSans-116\"/>\n      </defs>\n      <use xlink:href=\"#DejaVuSans-67\"/>\n      <use x=\"69.824219\" xlink:href=\"#DejaVuSans-104\"/>\n      <use x=\"133.203125\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"194.482422\" xlink:href=\"#DejaVuSans-105\"/>\n      <use x=\"222.265625\" xlink:href=\"#DejaVuSans-110\"/>\n      <use x=\"285.644531\" xlink:href=\"#DejaVuSans-32\"/>\n      <use x=\"317.431641\" xlink:href=\"#DejaVuSans-108\"/>\n      <use x=\"345.214844\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"406.738281\" xlink:href=\"#DejaVuSans-110\"/>\n      <use x=\"470.117188\" xlink:href=\"#DejaVuSans-103\"/>\n      <use x=\"533.59375\" xlink:href=\"#DejaVuSans-116\"/>\n      <use x=\"572.802734\" xlink:href=\"#DejaVuSans-104\"/>\n     </g>\n    </g>\n   </g>\n   <g id=\"matplotlib.axis_2\">\n    <g id=\"ytick_1\">\n     <g id=\"line2d_8\">\n      <defs>\n       <path d=\"M 0 0 \nL -3.5 0 \n\" id=\"mfafa3a90af\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n      </defs>\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"53.328125\" xlink:href=\"#mfafa3a90af\" y=\"196.575758\"/>\n      </g>\n     </g>\n     <g id=\"text_9\">\n      <!-- 200 -->\n      <g transform=\"translate(27.240625 200.374976)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-50\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_2\">\n     <g id=\"line2d_9\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"53.328125\" xlink:href=\"#mfafa3a90af\" y=\"164.576236\"/>\n      </g>\n     </g>\n     <g id=\"text_10\">\n      <!-- 400 -->\n      <g transform=\"translate(27.240625 168.375455)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-52\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_3\">\n     <g id=\"line2d_10\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"53.328125\" xlink:href=\"#mfafa3a90af\" y=\"132.576714\"/>\n      </g>\n     </g>\n     <g id=\"text_11\">\n      <!-- 600 -->\n      <g transform=\"translate(27.240625 136.375933)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-54\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_4\">\n     <g id=\"line2d_11\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"53.328125\" xlink:href=\"#mfafa3a90af\" y=\"100.577192\"/>\n      </g>\n     </g>\n     <g id=\"text_12\">\n      <!-- 800 -->\n      <g transform=\"translate(27.240625 104.376411)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-56\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_5\">\n     <g id=\"line2d_12\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"53.328125\" xlink:href=\"#mfafa3a90af\" y=\"68.57767\"/>\n      </g>\n     </g>\n     <g id=\"text_13\">\n      <!-- 1000 -->\n      <g transform=\"translate(20.878125 72.376889)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_6\">\n     <g id=\"line2d_13\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"53.328125\" xlink:href=\"#mfafa3a90af\" y=\"36.578149\"/>\n      </g>\n     </g>\n     <g id=\"text_14\">\n      <!-- 1200 -->\n      <g transform=\"translate(20.878125 40.377367)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-50\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"text_15\">\n     <!-- Median ESS across chains -->\n     <g transform=\"translate(14.798438 180.55125)rotate(-90)scale(0.1 -0.1)\">\n      <defs>\n       <path d=\"M 9.8125 72.90625 \nL 24.515625 72.90625 \nL 43.109375 23.296875 \nL 61.8125 72.90625 \nL 76.515625 72.90625 \nL 76.515625 0 \nL 66.890625 0 \nL 66.890625 64.015625 \nL 48.09375 14.015625 \nL 38.1875 14.015625 \nL 19.390625 64.015625 \nL 19.390625 0 \nL 9.8125 0 \nz\n\" id=\"DejaVuSans-77\"/>\n       <path d=\"M 45.40625 46.390625 \nL 45.40625 75.984375 \nL 54.390625 75.984375 \nL 54.390625 0 \nL 45.40625 0 \nL 45.40625 8.203125 \nQ 42.578125 3.328125 38.25 0.953125 \nQ 33.9375 -1.421875 27.875 -1.421875 \nQ 17.96875 -1.421875 11.734375 6.484375 \nQ 5.515625 14.40625 5.515625 27.296875 \nQ 5.515625 40.1875 11.734375 48.09375 \nQ 17.96875 56 27.875 56 \nQ 33.9375 56 38.25 53.625 \nQ 42.578125 51.265625 45.40625 46.390625 \nz\nM 14.796875 27.296875 \nQ 14.796875 17.390625 18.875 11.75 \nQ 22.953125 6.109375 30.078125 6.109375 \nQ 37.203125 6.109375 41.296875 11.75 \nQ 45.40625 17.390625 45.40625 27.296875 \nQ 45.40625 37.203125 41.296875 42.84375 \nQ 37.203125 48.484375 30.078125 48.484375 \nQ 22.953125 48.484375 18.875 42.84375 \nQ 14.796875 37.203125 14.796875 27.296875 \nz\n\" id=\"DejaVuSans-100\"/>\n       <path d=\"M 9.8125 72.90625 \nL 55.90625 72.90625 \nL 55.90625 64.59375 \nL 19.671875 64.59375 \nL 19.671875 43.015625 \nL 54.390625 43.015625 \nL 54.390625 34.71875 \nL 19.671875 34.71875 \nL 19.671875 8.296875 \nL 56.78125 8.296875 \nL 56.78125 0 \nL 9.8125 0 \nz\n\" id=\"DejaVuSans-69\"/>\n       <path d=\"M 53.515625 70.515625 \nL 53.515625 60.890625 \nQ 47.90625 63.578125 42.921875 64.890625 \nQ 37.9375 66.21875 33.296875 66.21875 \nQ 25.25 66.21875 20.875 63.09375 \nQ 16.5 59.96875 16.5 54.203125 \nQ 16.5 49.359375 19.40625 46.890625 \nQ 22.3125 44.4375 30.421875 42.921875 \nL 36.375 41.703125 \nQ 47.40625 39.59375 52.65625 34.296875 \nQ 57.90625 29 57.90625 20.125 \nQ 57.90625 9.515625 50.796875 4.046875 \nQ 43.703125 -1.421875 29.984375 -1.421875 \nQ 24.8125 -1.421875 18.96875 -0.25 \nQ 13.140625 0.921875 6.890625 3.21875 \nL 6.890625 13.375 \nQ 12.890625 10.015625 18.65625 8.296875 \nQ 24.421875 6.59375 29.984375 6.59375 \nQ 38.421875 6.59375 43.015625 9.90625 \nQ 47.609375 13.234375 47.609375 19.390625 \nQ 47.609375 24.75 44.3125 27.78125 \nQ 41.015625 30.8125 33.5 32.328125 \nL 27.484375 33.5 \nQ 16.453125 35.6875 11.515625 40.375 \nQ 6.59375 45.0625 6.59375 53.421875 \nQ 6.59375 63.09375 13.40625 68.65625 \nQ 20.21875 74.21875 32.171875 74.21875 \nQ 37.3125 74.21875 42.625 73.28125 \nQ 47.953125 72.359375 53.515625 70.515625 \nz\n\" id=\"DejaVuSans-83\"/>\n       <path d=\"M 48.78125 52.59375 \nL 48.78125 44.1875 \nQ 44.96875 46.296875 41.140625 47.34375 \nQ 37.3125 48.390625 33.40625 48.390625 \nQ 24.65625 48.390625 19.8125 42.84375 \nQ 14.984375 37.3125 14.984375 27.296875 \nQ 14.984375 17.28125 19.8125 11.734375 \nQ 24.65625 6.203125 33.40625 6.203125 \nQ 37.3125 6.203125 41.140625 7.25 \nQ 44.96875 8.296875 48.78125 10.40625 \nL 48.78125 2.09375 \nQ 45.015625 0.34375 40.984375 -0.53125 \nQ 36.96875 -1.421875 32.421875 -1.421875 \nQ 20.0625 -1.421875 12.78125 6.34375 \nQ 5.515625 14.109375 5.515625 27.296875 \nQ 5.515625 40.671875 12.859375 48.328125 \nQ 20.21875 56 33.015625 56 \nQ 37.15625 56 41.109375 55.140625 \nQ 45.0625 54.296875 48.78125 52.59375 \nz\n\" id=\"DejaVuSans-99\"/>\n       <path d=\"M 41.109375 46.296875 \nQ 39.59375 47.171875 37.8125 47.578125 \nQ 36.03125 48 33.890625 48 \nQ 26.265625 48 22.1875 43.046875 \nQ 18.109375 38.09375 18.109375 28.8125 \nL 18.109375 0 \nL 9.078125 0 \nL 9.078125 54.6875 \nL 18.109375 54.6875 \nL 18.109375 46.1875 \nQ 20.953125 51.171875 25.484375 53.578125 \nQ 30.03125 56 36.53125 56 \nQ 37.453125 56 38.578125 55.875 \nQ 39.703125 55.765625 41.0625 55.515625 \nz\n\" id=\"DejaVuSans-114\"/>\n       <path d=\"M 30.609375 48.390625 \nQ 23.390625 48.390625 19.1875 42.75 \nQ 14.984375 37.109375 14.984375 27.296875 \nQ 14.984375 17.484375 19.15625 11.84375 \nQ 23.34375 6.203125 30.609375 6.203125 \nQ 37.796875 6.203125 41.984375 11.859375 \nQ 46.1875 17.53125 46.1875 27.296875 \nQ 46.1875 37.015625 41.984375 42.703125 \nQ 37.796875 48.390625 30.609375 48.390625 \nz\nM 30.609375 56 \nQ 42.328125 56 49.015625 48.375 \nQ 55.71875 40.765625 55.71875 27.296875 \nQ 55.71875 13.875 49.015625 6.21875 \nQ 42.328125 -1.421875 30.609375 -1.421875 \nQ 18.84375 -1.421875 12.171875 6.21875 \nQ 5.515625 13.875 5.515625 27.296875 \nQ 5.515625 40.765625 12.171875 48.375 \nQ 18.84375 56 30.609375 56 \nz\n\" id=\"DejaVuSans-111\"/>\n       <path d=\"M 44.28125 53.078125 \nL 44.28125 44.578125 \nQ 40.484375 46.53125 36.375 47.5 \nQ 32.28125 48.484375 27.875 48.484375 \nQ 21.1875 48.484375 17.84375 46.4375 \nQ 14.5 44.390625 14.5 40.28125 \nQ 14.5 37.15625 16.890625 35.375 \nQ 19.28125 33.59375 26.515625 31.984375 \nL 29.59375 31.296875 \nQ 39.15625 29.25 43.1875 25.515625 \nQ 47.21875 21.78125 47.21875 15.09375 \nQ 47.21875 7.46875 41.1875 3.015625 \nQ 35.15625 -1.421875 24.609375 -1.421875 \nQ 20.21875 -1.421875 15.453125 -0.5625 \nQ 10.6875 0.296875 5.421875 2 \nL 5.421875 11.28125 \nQ 10.40625 8.6875 15.234375 7.390625 \nQ 20.0625 6.109375 24.8125 6.109375 \nQ 31.15625 6.109375 34.5625 8.28125 \nQ 37.984375 10.453125 37.984375 14.40625 \nQ 37.984375 18.0625 35.515625 20.015625 \nQ 33.0625 21.96875 24.703125 23.78125 \nL 21.578125 24.515625 \nQ 13.234375 26.265625 9.515625 29.90625 \nQ 5.8125 33.546875 5.8125 39.890625 \nQ 5.8125 47.609375 11.28125 51.796875 \nQ 16.75 56 26.8125 56 \nQ 31.78125 56 36.171875 55.265625 \nQ 40.578125 54.546875 44.28125 53.078125 \nz\n\" id=\"DejaVuSans-115\"/>\n      </defs>\n      <use xlink:href=\"#DejaVuSans-77\"/>\n      <use x=\"86.279297\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"147.802734\" xlink:href=\"#DejaVuSans-100\"/>\n      <use x=\"211.279297\" xlink:href=\"#DejaVuSans-105\"/>\n      <use x=\"239.0625\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"300.341797\" xlink:href=\"#DejaVuSans-110\"/>\n      <use x=\"363.720703\" xlink:href=\"#DejaVuSans-32\"/>\n      <use x=\"395.507812\" xlink:href=\"#DejaVuSans-69\"/>\n      <use x=\"458.691406\" xlink:href=\"#DejaVuSans-83\"/>\n      <use x=\"522.167969\" xlink:href=\"#DejaVuSans-83\"/>\n      <use x=\"585.644531\" xlink:href=\"#DejaVuSans-32\"/>\n      <use x=\"617.431641\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"678.710938\" xlink:href=\"#DejaVuSans-99\"/>\n      <use x=\"733.691406\" xlink:href=\"#DejaVuSans-114\"/>\n      <use x=\"772.554688\" xlink:href=\"#DejaVuSans-111\"/>\n      <use x=\"833.736328\" xlink:href=\"#DejaVuSans-115\"/>\n      <use x=\"885.835938\" xlink:href=\"#DejaVuSans-115\"/>\n      <use x=\"937.935547\" xlink:href=\"#DejaVuSans-32\"/>\n      <use x=\"969.722656\" xlink:href=\"#DejaVuSans-99\"/>\n      <use x=\"1024.703125\" xlink:href=\"#DejaVuSans-104\"/>\n      <use x=\"1088.082031\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"1149.361328\" xlink:href=\"#DejaVuSans-105\"/>\n      <use x=\"1177.144531\" xlink:href=\"#DejaVuSans-110\"/>\n      <use x=\"1240.523438\" xlink:href=\"#DejaVuSans-115\"/>\n     </g>\n    </g>\n   </g>\n   <g id=\"patch_3\">\n    <path d=\"M 53.328125 224.64 \nL 53.328125 7.2 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_4\">\n    <path d=\"M 388.128125 224.64 \nL 388.128125 7.2 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_5\">\n    <path d=\"M 53.328125 224.64 \nL 388.128125 224.64 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_6\">\n    <path d=\"M 53.328125 7.2 \nL 388.128125 7.2 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"legend_1\">\n    <g id=\"patch_7\">\n     <path d=\"M 60.328125 44.55625 \nL 153.89375 44.55625 \nQ 155.89375 44.55625 155.89375 42.55625 \nL 155.89375 14.2 \nQ 155.89375 12.2 153.89375 12.2 \nL 60.328125 12.2 \nQ 58.328125 12.2 58.328125 14.2 \nL 58.328125 42.55625 \nQ 58.328125 44.55625 60.328125 44.55625 \nz\n\" style=\"fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;\"/>\n    </g>\n    <g id=\"PathCollection_3\">\n     <g>\n      <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"72.328125\" xlink:href=\"#mebf32869ad\" y=\"21.173437\"/>\n     </g>\n    </g>\n    <g id=\"text_16\">\n     <!-- Parameter 1 -->\n     <g transform=\"translate(90.328125 23.798437)scale(0.1 -0.1)\">\n      <defs>\n       <path d=\"M 19.671875 64.796875 \nL 19.671875 37.40625 \nL 32.078125 37.40625 \nQ 38.96875 37.40625 42.71875 40.96875 \nQ 46.484375 44.53125 46.484375 51.125 \nQ 46.484375 57.671875 42.71875 61.234375 \nQ 38.96875 64.796875 32.078125 64.796875 \nz\nM 9.8125 72.90625 \nL 32.078125 72.90625 \nQ 44.34375 72.90625 50.609375 67.359375 \nQ 56.890625 61.8125 56.890625 51.125 \nQ 56.890625 40.328125 50.609375 34.8125 \nQ 44.34375 29.296875 32.078125 29.296875 \nL 19.671875 29.296875 \nL 19.671875 0 \nL 9.8125 0 \nz\n\" id=\"DejaVuSans-80\"/>\n       <path d=\"M 52 44.1875 \nQ 55.375 50.25 60.0625 53.125 \nQ 64.75 56 71.09375 56 \nQ 79.640625 56 84.28125 50.015625 \nQ 88.921875 44.046875 88.921875 33.015625 \nL 88.921875 0 \nL 79.890625 0 \nL 79.890625 32.71875 \nQ 79.890625 40.578125 77.09375 44.375 \nQ 74.3125 48.1875 68.609375 48.1875 \nQ 61.625 48.1875 57.5625 43.546875 \nQ 53.515625 38.921875 53.515625 30.90625 \nL 53.515625 0 \nL 44.484375 0 \nL 44.484375 32.71875 \nQ 44.484375 40.625 41.703125 44.40625 \nQ 38.921875 48.1875 33.109375 48.1875 \nQ 26.21875 48.1875 22.15625 43.53125 \nQ 18.109375 38.875 18.109375 30.90625 \nL 18.109375 0 \nL 9.078125 0 \nL 9.078125 54.6875 \nL 18.109375 54.6875 \nL 18.109375 46.1875 \nQ 21.1875 51.21875 25.484375 53.609375 \nQ 29.78125 56 35.6875 56 \nQ 41.65625 56 45.828125 52.96875 \nQ 50 49.953125 52 44.1875 \nz\n\" id=\"DejaVuSans-109\"/>\n      </defs>\n      <use xlink:href=\"#DejaVuSans-80\"/>\n      <use x=\"55.802734\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"117.082031\" xlink:href=\"#DejaVuSans-114\"/>\n      <use x=\"158.195312\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"219.474609\" xlink:href=\"#DejaVuSans-109\"/>\n      <use x=\"316.886719\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"378.410156\" xlink:href=\"#DejaVuSans-116\"/>\n      <use x=\"417.619141\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"479.142578\" xlink:href=\"#DejaVuSans-114\"/>\n      <use x=\"520.255859\" xlink:href=\"#DejaVuSans-32\"/>\n      <use x=\"552.042969\" xlink:href=\"#DejaVuSans-49\"/>\n     </g>\n    </g>\n    <g id=\"PathCollection_4\">\n     <g>\n      <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"72.328125\" xlink:href=\"#meedf844481\" y=\"35.851562\"/>\n     </g>\n    </g>\n    <g id=\"text_17\">\n     <!-- Parameter 2 -->\n     <g transform=\"translate(90.328125 38.476562)scale(0.1 -0.1)\">\n      <use xlink:href=\"#DejaVuSans-80\"/>\n      <use x=\"55.802734\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"117.082031\" xlink:href=\"#DejaVuSans-114\"/>\n      <use x=\"158.195312\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"219.474609\" xlink:href=\"#DejaVuSans-109\"/>\n      <use x=\"316.886719\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"378.410156\" xlink:href=\"#DejaVuSans-116\"/>\n      <use x=\"417.619141\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"479.142578\" xlink:href=\"#DejaVuSans-114\"/>\n      <use x=\"520.255859\" xlink:href=\"#DejaVuSans-32\"/>\n      <use x=\"552.042969\" xlink:href=\"#DejaVuSans-50\"/>\n     </g>\n    </g>\n   </g>\n  </g>\n </g>\n <defs>\n  <clipPath id=\"pd93c29c593\">\n   <rect height=\"217.44\" width=\"334.8\" x=\"53.328125\" y=\"7.2\"/>\n  </clipPath>\n </defs>\n</svg>\n",
+      "image/png": "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\n"
+     },
+     "metadata": {
+      "needs_background": "light"
+     }
+    }
+   ],
+   "source": [
+    "import numpy as np\n",
+    "\n",
+    "# Define chain lengths for Rhat evaluation\n",
+    "warmup = 1000\n",
+    "chain_lengths = np.arange(start=2000, stop=15000, step=100)\n",
+    "\n",
+    "# Compute rhat\n",
+    "n_parameters = 2\n",
+    "n_lengths = len(chain_lengths)\n",
+    "rhats = np.empty(shape=n_lengths)\n",
+    "ess = np.empty(shape=(n_chains, n_lengths, n_parameters))\n",
+    "for length_id, chain_length in enumerate(chain_lengths):\n",
+    "    # Get relevant chain samples\n",
+    "    cleaned_chains = chains[:, warmup:chain_length]\n",
+    "\n",
+    "    # Compute rhat and ess\n",
+    "    rhats[length_id] = multidimensional_rhat(cleaned_chains)\n",
+    "    for chain_id, chain in enumerate(cleaned_chains):\n",
+    "        ess[chain_id, length_id] = pints.effective_sample_size(chain)\n",
+    "\n",
+    "# Plot evolution of rhat\n",
+    "plt.scatter(x=chain_lengths, y=rhats)\n",
+    "plt.xlabel('Chain length')\n",
+    "plt.ylabel('Rhat')\n",
+    "plt.show()\n",
+    "\n",
+    "# Plot evolution of ess\n",
+    "median_ess = np.median(ess, axis=0)\n",
+    "plt.scatter(x=chain_lengths, y=median_ess[:, 0], label='Parameter 1')\n",
+    "plt.scatter(x=chain_lengths, y=median_ess[:, 1], label='Parameter 2')\n",
+    "plt.xlabel('Chain length')\n",
+    "plt.ylabel('Median ESS across chains')\n",
+    "plt.legend()\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "source": [
+    "### Conclusion on hyperparameters\n",
+    "\n",
+    "We desire a multivariate $\\hat{R}$s of <1.01 and ESS per chain to be greater >200 for each chain. This suggests the following hyperparameters to satisfy these conditions\n",
+    "\n",
+    "1. Number of chains: 10\n",
+    "2. Number of iterations: 10000 (first 1000 iterations are warmup)\n",
+    "3. Other hyperparameters: Default"
+   ],
+   "cell_type": "markdown",
+   "metadata": {}
+  }
+ ]
+}
\ No newline at end of file