2021-04-17 10:50:40 +00:00
|
|
|
{
|
|
|
|
|
"cells": [
|
|
|
|
|
{
|
|
|
|
|
"cell_type": "code",
|
|
|
|
|
"execution_count": 9,
|
|
|
|
|
"metadata": {},
|
|
|
|
|
"outputs": [],
|
|
|
|
|
"source": [
|
|
|
|
|
"import json\n",
|
|
|
|
|
"import sys\n",
|
|
|
|
|
"import glob\n",
|
|
|
|
|
"import pandas as pd\n",
|
|
|
|
|
"import seaborn as sns\n",
|
|
|
|
|
"import matplotlib as mpl\n",
|
|
|
|
|
"import matplotlib.pyplot as plt\n",
|
|
|
|
|
"import numpy as np"
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"cell_type": "code",
|
|
|
|
|
"execution_count": 10,
|
|
|
|
|
"metadata": {},
|
|
|
|
|
"outputs": [],
|
|
|
|
|
"source": [
|
|
|
|
|
"DIR = \"/home/claudio/hdd/git/bachelorThesis/figure_8/\""
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"cell_type": "code",
|
|
|
|
|
"execution_count": 11,
|
|
|
|
|
"metadata": {},
|
|
|
|
|
"outputs": [],
|
|
|
|
|
"source": [
|
|
|
|
|
"def read_json(cluster, filetype, read_ab, read_cd, read_ef):\n",
|
|
|
|
|
" jsondata = None\n",
|
|
|
|
|
" with open(DIR + cluster + \"_figure8\" + filetype + \".json\", \"r\") as f:\n",
|
|
|
|
|
" jsondata = json.loads(f.read())\n",
|
|
|
|
|
" \n",
|
|
|
|
|
" terms = [\"-1\",\"4\",\"5\",\"6\",\"7\",\"8\"]\n",
|
|
|
|
|
" intervals = range(0, 41)\n",
|
|
|
|
|
" \n",
|
|
|
|
|
" cd_measures = [0, 0.2, 0.4, 0.6, 0.8, 1]\n",
|
|
|
|
|
" measures = set()\n",
|
|
|
|
|
" if read_ab:\n",
|
|
|
|
|
" measures.add('rcpu')\n",
|
|
|
|
|
" measures.add('rram')\n",
|
|
|
|
|
" if read_ef:\n",
|
|
|
|
|
" measures.add('ucpu')\n",
|
|
|
|
|
" measures.add('uram')\n",
|
|
|
|
|
" \n",
|
|
|
|
|
" dfd = {'term': [], 'measure': [], 'interval': [], 'count': []}\n",
|
|
|
|
|
" \n",
|
|
|
|
|
" for t in terms:\n",
|
|
|
|
|
" for m in measures:\n",
|
|
|
|
|
" if jsondata[t][m] is None:\n",
|
|
|
|
|
" continue\n",
|
|
|
|
|
" for i in intervals:\n",
|
|
|
|
|
" dfd[\"term\"].append(int(t))\n",
|
|
|
|
|
" dfd[\"measure\"].append(m)\n",
|
|
|
|
|
" dfd[\"interval\"].append(i / 40)\n",
|
|
|
|
|
" dfd[\"count\"].append(jsondata[t][m][i])\n",
|
|
|
|
|
" if read_cd:\n",
|
|
|
|
|
" for m in [\"rscpu\", \"rsram\"]:\n",
|
|
|
|
|
" if jsondata[m][t] is None:\n",
|
|
|
|
|
" continue\n",
|
|
|
|
|
" for i, mi in enumerate(cd_measures):\n",
|
|
|
|
|
" dfd[\"term\"].append(int(t))\n",
|
|
|
|
|
" dfd[\"measure\"].append(m)\n",
|
|
|
|
|
" dfd[\"interval\"].append(mi)\n",
|
|
|
|
|
" if len(jsondata[m][t]) == 41 and i != 0:\n",
|
|
|
|
|
" dfd[\"count\"].append([sum(jsondata[m][t][k]) for k in range(i, i+8)])\n",
|
|
|
|
|
" else:\n",
|
|
|
|
|
" dfd[\"count\"].append(jsondata[m][t][i])\n",
|
|
|
|
|
"\n",
|
|
|
|
|
" return pd.DataFrame(dfd, columns=dfd.keys())\n",
|
|
|
|
|
"\n",
|
|
|
|
|
"dfs = {}\n",
|
|
|
|
|
"\n",
|
|
|
|
|
"dfs[\"a\"] = pd.concat([read_json(\"a\", \"abef\", True, False, True), read_json(\"a\", \"\", False, True, False)])\n",
|
|
|
|
|
"for c in \"bcd\":\n",
|
|
|
|
|
" dfs[c] = read_json(c, \"abef\", True, False, True)\n",
|
|
|
|
|
"for c in \"efgh\":\n",
|
|
|
|
|
" dfs[c] = read_json(c, \"ab\", True, False, False) "
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"cell_type": "code",
|
|
|
|
|
"execution_count": 31,
|
|
|
|
|
"metadata": {},
|
|
|
|
|
"outputs": [],
|
|
|
|
|
"source": [
|
|
|
|
|
"def categorical_plot(df, key, title, sorted_xs = None):\n",
|
|
|
|
|
" if sorted_xs == None:\n",
|
|
|
|
|
" xs = set()\n",
|
|
|
|
|
" lines = []\n",
|
|
|
|
|
" for t in [4,5,6,7,8]:\n",
|
|
|
|
|
" xs = xs.union(np.array(df[df.term == t][key]).reshape(-1))\n",
|
|
|
|
|
" xs = [str(x) for x in sorted(xs)]\n",
|
|
|
|
|
" else:\n",
|
|
|
|
|
" xs = sorted_xs\n",
|
|
|
|
|
" \n",
|
|
|
|
|
" plt.figure(figsize=(25,8))\n",
|
|
|
|
|
" ax = plt.gca()\n",
|
|
|
|
|
" lines = []\n",
|
|
|
|
|
" for t in [4,5,6,7,8]:\n",
|
|
|
|
|
" ys = []\n",
|
|
|
|
|
" for x in xs:\n",
|
|
|
|
|
" partsum = df[(df.term != -1) & (df[key] == float(x))][\"count\"].sum().astype(int)\n",
|
|
|
|
|
" y = df[(df.term == t) & (df[key] == float(x))][\"count\"]\n",
|
|
|
|
|
" ys.append((y.values.astype(int)[0] / partsum if partsum > 0 else y.values.astype(int)[0]) if y.any() else 0)\n",
|
|
|
|
|
" lines.append(ax.plot(xs,ys, marker='.')[0])\n",
|
|
|
|
|
"\n",
|
|
|
|
|
" plt.xticks(xs)\n",
|
|
|
|
|
" plt.legend(lines, [\"EVICT\", \"FAIL\", \"FINISH\", \"KILL\", \"LOST\"],\n",
|
|
|
|
|
" bbox_to_anchor=(1,1))\n",
|
|
|
|
|
" plt.title(title)\n",
|
|
|
|
|
" plt.show()"
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"cell_type": "code",
|
|
|
|
|
"execution_count": 36,
|
|
|
|
|
"metadata": {},
|
|
|
|
|
"outputs": [],
|
|
|
|
|
"source": [
|
|
|
|
|
"def prepare_plot(cluster, measure):\n",
|
|
|
|
|
" titles = {\n",
|
|
|
|
|
" \"rscpu\": \"CPU reservation w.r.t. event rate\",\n",
|
|
|
|
|
" \"rsram\": \"Memory reservation w.r.t. event rate\",\n",
|
|
|
|
|
" \"rcpu\": \"CPU request w.r.t. event rate\",\n",
|
|
|
|
|
" \"rram\": \"Memory request w.r.t. event rate\",\n",
|
|
|
|
|
" \"ucpu\": \"CPU utilization w.r.t. event rate\",\n",
|
|
|
|
|
" \"uram\": \"Memory utilization w.r.t. event rate\",\n",
|
|
|
|
|
" }\n",
|
|
|
|
|
" \n",
|
|
|
|
|
" df = dfs[cluster]\n",
|
|
|
|
|
" df = df[df.measure == measure]\n",
|
|
|
|
|
" del df[\"measure\"]\n",
|
|
|
|
|
" df = df.sort_values([\"term\", \"interval\"])\n",
|
|
|
|
|
" \n",
|
|
|
|
|
" \n",
|
|
|
|
|
" categorical_plot(df, \"interval\", titles[measure] + \" (cluster \" + cluster + \")\")"
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"cell_type": "code",
|
|
|
|
|
"execution_count": 37,
|
|
|
|
|
"metadata": {},
|
|
|
|
|
"outputs": [
|
|
|
|
|
{
|
|
|
|
|
"data": {
|
|
|
|
|
"image/png": "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
|
|
|
|
|
"text/plain": [
|
|
|
|
|
"<Figure size 1800x576 with 1 Axes>"
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
"metadata": {
|
|
|
|
|
"needs_background": "light"
|
|
|
|
|
},
|
|
|
|
|
"output_type": "display_data"
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"data": {
|
|
|
|
|
"image/png": "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
|
|
|
|
|
"text/plain": [
|
|
|
|
|
"<Figure size 1800x576 with 1 Axes>"
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
"metadata": {
|
|
|
|
|
"needs_background": "light"
|
|
|
|
|
},
|
|
|
|
|
"output_type": "display_data"
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"data": {
|
|
|
|
|
"image/png": "iVBORw0KGgoAAAANSUhEUgAABZgAAAHiCAYAAABlW6lwAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/Z1A+gAAAACXBIWXMAAAsTAAALEwEAmpwYAADnJElEQVR4nOzde3xcdZ3/8fd3zlzT3Gaa9H5JWmjTW9qqXFRUoKgoiLiu63UF766yeFt31V130fWy7noX74roroo34KeCN4oiKiggTdLSpkDSO21nmkuTZu7z/f0xk9B702QmZ2byej4ePEhmJue8k5Zq3/nk8zXWWgEAAAAAAAAAcLY8bgcAAAAAAAAAAFQmCmYAAAAAAAAAwIRQMAMAAAAAAAAAJoSCGQAAAAAAAAAwIRTMAAAAAAAAAIAJoWAGAAAAAAAAAEwIBTMAAACACTHGfN8Yc/U4XrfDGHPZFEQ6K8aYG4wx/3ea5/9ijFk1lZkAAAAqDQUzAACAS4wxrzLGPGiMGTbGPGGM+YUx5qLCczcYY9KF5waMMX8yxjz9qOdOKMWMMdYYc85Ufx7FYoz5nTHmjVN8z7L/mhljWgo5vUW+7qQ+d2NMu6S1kv5f8VKd9n6nLYNL5JOSPjzF9wQAAKgoFMwAAAAuMMa8W9JnJX1M0mxJiyR9SdKLj3rZD6y1tZKaJf1B0q3GGFOEexe1qKwkxhjH7QxTYYp+jd8i6bvWWjsF95q0CX5NfirpEmPMnGLnAQAAqBYUzAAAAFPMGNOg/FTk2621t1prj1hr09ban1lr33v86621aUnfljRH0swJ3nOHMeZfjDGdko4YY7zGmAsLk9EDxpgOY8zFR72+1RhzjzFmyBjzG2PMjaPTo8aYi40xe05y/csKb3uMMe8zxjxujDlkjPmhMSZSeC5ojPm/wuMDxpgHjDGzjTEflfQsSTcWprZvPMnn8G1jzHsKb88vTOC+vfD+UmNMnzHGc9zH3GyM+bIx5k5jzBFJlxz13O8Lb3YU7vnycXwdA8aYTxpjdhljDhhjvmKMCRWe22qMufKo13qNMVFjzFMK75/u6/07Y8x/GmP+WPia/9oY01R4ejTnQCHn00+S6wZjzI8LX9vDkq41xpxvjLmvcL8nCr+G/tN97saYK40xm46amm8/zZfjBZLuOS7HmwpfhyFjzCOjn/txr7nZGPORo94/5vdT4ffp3sI1uo0xG4wxl0v6gKSXF/J2FF7bYIz5ZuHz22uM+cjoNxGMMdcWvp6fMcYcknTDKT6PoDHmB4X7/dUYs3b0CWttQtJDkp5/mq8DAADAtEbBDAAAMPWeLiko6bbxvNgYE5B0raTd1trYJO77SklXSGpUfmr6DkkfkRSR9E+SfmKMaS689nvKF2tNkv5T0jVncZ9/lHS1pOdImiepX9IXC89dI6lB0kLly/K3Sopba/9V0r2SrrPW1lprrzvJde+RdHHh7edI6pH07KPev9damzvJx71K0kcl1Sk/CS5JstaOfuzawj1/MI7P7b8kLZO0TtI5kuZL+vfCc99X/ms86vmSYtbavxpj5uv0X+/RnK+TNEuSv/AaHfU5NhZy3neKbC+W9GPlf32/Kykr6V3K/xo+XdIGSW871edujFkv6SblJ5NnSvqqpJ8Wfv8dwxgzQ1KrpO6jHnuZ8iXuayXVS7pK0qFTZD0pY8xySddJOs9aW6f813CHtfaXyk/7/6CQd7QEvllSRvlfi/WSnifp6DUrFyj/+2S28r8HTubFkn6k/K/L9yTdbozxHfX8VuVXgQAAAOAkKJgBAACm3kzli8fMGV73d8aYAUm7JT1V0ksmed/PW2t3W2vjkl4j6U5r7Z3W2py19jeSHpT0QmPMIknnSfqgtTZprf29pJ+dxX3eKulfrbV7rLVJ5UvHvzX5FQVp5T//c6y1WWvtQ9baw+O87j2SLipMKT9b0n9LembhuefouGnao/w/a+0fC59n4iw+j2MYY4ykN0t6l7W2z1o7pHzp+YrCS74n6SpjTE3h/VcpXzpLp/l6H3WLb1lrtxd+fX6ofIl9Nu6z1t5euH688LW931qbsdbuUL4wfs5pPv7Nkr5qrf1z4dfm25KSki48yWsbC/8eOuqxN0r6b2vtAzbvMWvtzrP8HLKSApJWGmN81tod1trHT/ZCY8xs5b9+7yz8FMBBSZ/Rk78ekrTPWvuFwtcgfop7PmSt/XHhJwU+rfw3f47+nIeO+nwBAABwHApmAACAqXdIUpM5807YH1prG621s6y1l1prHyo8npF09ISljpq4TJ/meruPenuxpJcVViEMFIrsiyTNVWHq2Fp75KjXn01RuFjSbUddd6vyxeFsSf8r6VeSbjHG7DPG/Pdx06KnVCgajyhfvD5L0s8l7StMvZ6uYN59isfPVrOkGkkPHfW5/bLwuKy1jyn/ub6oUDJfpXzpLJ3+6z1q/1Fvj0iqPct8x3yexphlxpifG2P2F9ZmfEz5aeZTWSzpPcdlXKj874fjDRT+XXfUYwslnbQMHq/C1/Cdyn9T4qAx5hZjzMnuP5rXJ+mJo/J+VfkJ8FHj+bUfe01hAn6Pjv2c6/Tk5wsAAIDjUDADAABMvfuUnwy9eoIfv0tSy3GPtSpfPO89zccdfRjbbkn/WyiwR/+ZYa39L0lPSAoX1iCMWnTU20eUL1oljR2cd/Sqh92SXnDctYPW2r2FXdMfstaulPQMSVcqv1Lh+Hynco+kv5Xkt9buLbx/jaSwpE3j+LwnIyYpLmnVUZ9XQ+EgxlGjazJeLOmRQmEqnf7rfSbjzX/8674saZukc6219crvMD7dIZG7JX30uIw11trvH//CwjcfHld+XcjRH790HDmP+f2j/G7xo6/9PWvtRcoXyFbSJ0afOknepKSmo/LWW2tXHX25ceRZOPpGYTp+gaR9Rz2/QlLHOK4DAAAwLVEwAwAATDFr7aDye3u/aIy52hhTY4zxGWNeYIz573Fc4peS2owxf1/4uIjy06k/GcfajVH/p/yk7fONMY7JH753sTFmQWGtwYOSPmSM8RtjLpL0oqM+drvyB6NdUZg+/jfl1xqM+oqkjxpjFkuSMabZGPPiwtuXGGPWFErpw8pPXI/uTT4gackZct+j/I7e0UPqfld4/w/W2uw4P/ejjeeeksamW78u6TPGmFnS2GGDRx8Ad4vye4D/QU9OL0un+XqP49ZR5b9G48p5lDrlv8bDxpi2QqajHf+5f13SW40xF5i8GYVf4zqd3J06duXGNyT9kzHmqYWPP2f098BxNim/iiVijJmj/MSypPwOZmPMpYW9zwnlC/2jf3+0FEpgWWufkPRrSZ8yxtSb/OGSS40xp1sDcjJPNcb8TeEnCt6pfGl9fyFPUPn1NL85y2sCAABMGxTMAAAALrDWfkrSu5UvZ6PKT2NeJ+n2cXzsQUkvUP4wtoOSNiv/I/zHF4inu8Zu5adsP3DU/d+rJ///4auUPyCtT9J/SPrOUR87qPxhcd9QfmL6iPJrBUZ9TtJPJf3aGDOkfFl3QeG5OcofRHdY+XUS9yi/NmP04/7WGNNvjPn8KaLfo3xxOlow/0H5adjfS5Ix5lnGmOFTfd7GmK8YY75y1EM3SPp2YcXC3xljFhljhgt7qE/mXyQ9Jun+wtqJuyQtH32yUHrep/x09g+OevxMX+9TstaOKH9A3R8LOU+2E/lk/kn5X8ch5cvj4w8xvEFHfe7W2gclvUnSjcofzPiY8odLnsrXJL26sJta1tofFXJ+r3DP25U/OO94/6v8RPAO5Qvio3MFlD9IMab8ypBZkt5feO5HhX8fMsb8tfD2a5U/EPGRQuYf69i1I+Px/yS9vPDxfy/pbwr7mKX8N1Z+Z63dd6oPBgAAmO6MtcX6iUEAAABUK2PMDcofzPcat7OgfBhjvqf8rvDb3c5SCsaYP0t6g7V2s9tZAAAAytWZDpYBAAAAgJOy1r7K7QylZK294MyvAgAAmN5YkQEAAAAAAAAAmBBWZAAAAAAAAAAAJoQJZgAAAAAAAADAhFAwAwAAAAAAAAAmxLVD/pqammxLS4tbtwcAAAAAAAAAjMNDDz0
|
|
|
|
|
"text/plain": [
|
|
|
|
|
"<Figure size 1800x576 with 1 Axes>"
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
"metadata": {
|
|
|
|
|
"needs_background": "light"
|
|
|
|
|
},
|
|
|
|
|
"output_type": "display_data"
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"data": {
|
|
|
|
|
"image/png": "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
|
|
|
|
|
"text/plain": [
|
|
|
|
|
"<Figure size 1800x576 with 1 Axes>"
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
"metadata": {
|
|
|
|
|
"needs_background": "light"
|
|
|
|
|
},
|
|
|
|
|
"output_type": "display_data"
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"data": {
|
|
|
|
|
"image/png": "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
|
|
|
|
|
"text/plain": [
|
|
|
|
|
"<Figure size 1800x576 with 1 Axes>"
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
"metadata": {
|
|
|
|
|
"needs_background": "light"
|
|
|
|
|
},
|
|
|
|
|
"output_type": "display_data"
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"data": {
|
|
|
|
|
"image/png": "iVBORw0KGgoAAAANSUhEUgAABZgAAAHiCAYAAABlW6lwAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/Z1A+gAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOz9d5gkZ30uft9PVXWc1NXT06OwkjZIQmFG2qBARpYElvwSbR+DbIIw8fyMZTAOgA+YwyEbcDgG20RhgoSIB2OSFhBgA5J2Z1faVQJpV1na7p6untSxqp/3j+rqmQ0TurtCh/tzXbo006Hq6d5aaffu79yPkFKCiIiIiIiIiIiIiKhVStALICIiIiIiIiIiIqLexICZiIiIiIiIiIiIiNrCgJmIiIiIiIiIiIiI2sKAmYiIiIiIiIiIiIjawoCZiIiIiIiIiIiIiNrCgJmIiIiIiIiIiIiI2sKAmYiIiIiIfCOEmBBC3CuEiK3zuMuEEI/6tS43CCFeIIT4StDrICIiIvITA2YiIiIilwghHhRCVIUQqWNu3yeEkEKIzQEtrW8JITY33lvNx3NeK4T4L7/O1y4hxLuFEF90+ZhuvPa3AbheSllyY03rafy+vNKPc0kp/wPA+UKIC/w4HxEREVE3YMBMRERE5K7DAK5xvhFCTAOIB7ecZZ2GsH6GuN1kUF63H69TCBEB8CoArgbfXhG2Vv/OdAOA13uxHiIiIqJuxICZiIiIyF1fAPDKFd+/CsC/r3yAECIihPiIEOJhIcQRIcS/OnUBTi2AEOKvhBAZIcQTQogXCyF+RwjxayFEXgjxjmOO9Q9CiMcb//xDI8Rbeay/FkI8CeBzQoiDQogXrHh+SAiRE0LsOPaFrPJ8RQjxNiHEA0KIWSHETUKI5IrnvEII8VDjvr9ZOT0qhLheCPHeY4+/4vtThBBfF0JkhRCHhRDXrbjvEiHEHiHEfOM9+1jjrp81/l0QQiwKIZ52zGuICiFKzlR5Y02mEGK08f3/EUL8wwleuxRC/IkQ4jcAfrPi9nMB/CuApzXOVzj2uScihDhHCHFz49fvPiHEHzRuv1QI8aQQQl3x2JcIIe5sfL3q+71ievtVjWspJ4T4m8Z9VwF4B4CXNtZ5xyrrerDx63sngCUhhLbifAtCiLuFEC9Z67WvdT2fwKUAClLKlb/uSSHE5xrXryGE+NYqa5VCiDNXfN+8noQQKSHEd4QQhcZ7/PPGe/cFAKcD+I/Gmv+q8finCiF+0Xj8HUKIy1Yc9xYhxPuEEP8NoAhg6wnWcpoQ4huNa3VWCPHPK+6+BcD/b5XXT0RERNR3GDATERERuetXAEaFEOc2QsOX4fhpzQ8COBvAdgBnAjgVwLtW3H8SgOiK2z8F4OUAdgF4FoB3CiG2NB77NwCe2jjWhQAuAfC/jjlWEsAZsKcq/71xLMfvAHhCSrlvlddz7PP/FMCLATwHwCkADAAfBwAhxHkA/gXAKxr3jQPYtMpxjyLsKdH/AHBH43VfAeDNQojfbjzkHwH8o5RyFMA2ADc1bn92498JKeWwlPKXK48rpSwDuL2xXjT+/RCAZ6z4/qerLOvFsAPR81Yc7x4AbwTwy8b5Eht4bUMAbgbwZQBp2NfEJ4QQ50kpbwWwBODyFU/5w8ZjgTXe7xWeCeApsN+zdwkhzpVSfh/A+wF8pbHOC9dY4jWwA9GElNIE8ADs62wMwP8G8EUhxMlrvPb1rueVpgHcd8xtX4A95X9+4/35+zXWupq3AngUwASASdjhupRSvgLAwwBe0Fjzh4UQpwL4TwDvhX1t/wWArwshJlYc7xWwr/cR2NdLU+P39Xcat29uvN4bVzzkHgCbnQ8xiIiIiPodA2YiIiIi9zlTzM+FHTY95twhhBCwg6u3SCnzUsoF2EHgy1Y8vwbgfVLKGuzgKgU7XF2QUt4F4G7YYTIA/BGA90gpM1LKLOxA8BUrjlUH8LdSykqj8/aLAH5nRfj1isZ6V3Ps898I4G+klI9KKSsA3g3g94Vdr/D7AL4jpfxZ4753Np6/ERcDmJBSvkdKWZVSHoIdrDvvSw3AmUKIlJRyUUr5qw0eF7AD5Oc01ngBgH9qfB9tnPdnqzzvA41fo067gp8P4EEp5eeklGYjzP86gP/RuP8GNGpVhBAjsEP/Gxr3rfV+O/63lLIkpbwDdkC/Vph8Iv8kpXzEeZ1Syq9KKR+XUtallF+BPcF9yYmeuMHreaUEgIUVzz8ZwNUA3iilNKSUNSnlaoH/WmoATgZwRuMYP5dSylUe+3IA35VSfrfxGm8GsAf2++64Xkp5V+PXq3bM8y+BHfb/pZRySUpZllKu7KV2Xl+ijddBRERE1HMGok+OiIiIyGdfgB1absEx9RiwJyzjAPba2RwAQABQVzxmVkppNb52ws0jK+4vARhufH0Kjp6wfKhxmyPbmOIFAEgpH2/86P/vCSG+CTvc+7M1XstRz4c9yfxNIcTK4NiCPTV6CoBHVpxrSQgxu8axVzoDwCnHVE6oAH7e+Po1AN4D4F4hxGHYoep3NnjsnwL4GICdAA7Anib+DOzJ7/ullKut8ZFVbm/VGQAuPea1aVgO9r8M4BdCiP8J4HcBzEgpH1rx3NXeb8eTK74uYvna2KijXqcQ4pUA/hz2dC4ax0vhxDZyPa9kwJ4KdpwGIC+lNFpc87H+Dnb4/sPGOj4ppfzgKo89A8D/ECuqYgCEAPxkxfdr/dqfBuChxrT3iTivr7DOmomIiIj6AgNmIiIiIpdJKR9qhKC/AzsYXSkHOyA+X0r52HFPbt3jsAOzuxrfn964rbmcEzzn8wBeC/vPgr9cZx3HPv8RAH8spfzvYx8ohHgCwLkrvo/DrslwLOHoDQ9POua4h6WUZ51wEVL+BsA1jSqN3wXwNSHE+AnWdyK/gF0h8RIAP5VS3i2EOB32r89a07KrHXsj51zpkcZ5n3vCg9nreQh22L+yHsN57mrv9+Z1zrvRdTYfJ4Q4A/bk+BWwrw1LCLEfdmh8omO2ej3fCeAtK75/BEBSCJGQUhbWeW4Rx18/jwJAY3L6rQDeKoSYAvBjIcTtUsofnWDNjwD4gpTydWuca6337hEApwshtFVC5nNhT6zPr/1yiIiIiPoDKzKIiIiIvPEaAJdLKZdW3iilrMMO8P5eCJEGACHEqSu6hlt1A4D/JYSYEPZGdu/C8Z3Px/oW7GneP8PxE9br+VcA72sEkWic90WN+74G4PlCiGcKIcKwJ45X/nlzP+x6jqQQ4iQAb15x320AFhobzsWEEKoQYkoIcXHjPC8XQkw03r9C4zl1ANnGv4/biM0hpSwC2AvgT7AcKP8Cdv1EO3UMRwBsarzGjfgOgLOFvQFiqPHPxY1N8xxfhv3r8WwAX11x+1rv90bWubkRym/UEOxwNds436sBTB1zzOZrb+N6vg1AotGDDCnlEwC+B7uTWm+8N89e5bn7Afxh49q4Csu92hBCPF8IcWajsmMO9pS3M/V9BEdfH18E8AIhxG83jhUV9oaTG+oLb7yGJwB8UAgx1Hj+M1bc/5zGayIiIiIaCAyYiYiIiDwgpXxASrlnlbv/GsD9AH4lhJgHsBv2hG073gu7P/ZO2PUPM43b1lpbCXYH8BYA32jxfP8I4NuwqwgWYG9qeGnjuHfBDnG/DDuAM9CYMG34AuyO4AcB/BDAV1asyYLdVbwdwGHYk7Gfhr3RHABcBeAuIcRiYw0va/QOFwG8D8B/CyEKQoinrrLun8KuQbhtxfcjaPQvCyH+VQjxr6u9aCHEohDiWY1vfwx7YvxJIUSucf87hBAnDBUb07XPg91L/DjsSosPAYiseNgNsIPJH0spcytuX/X93gAnqJ4VQsxs5AlSyrsBfBTAL2EHs9MAVk5PH/fa0cL1LKWsArgeR280+QrYHcr3Asjg6A8eVvozAC+A/QHDH8H+oMRxVuO8i421f0JK6VRefAD2hzAFIcRfSCkfAfAi2BsBZmFPJP8lNvh3o8a1+gLYGxo+DPsaf+mKh1wD4N82ciwiIiKifiBW3/uCiIiIiPqVEOJdAM6WUr583Qd3dp4HAbxWSrn
|
|
|
|
|
"text/plain": [
|
|
|
|
|
"<Figure size 1800x576 with 1 Axes>"
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
"metadata": {
|
|
|
|
|
"needs_background": "light"
|
|
|
|
|
},
|
|
|
|
|
"output_type": "display_data"
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"data": {
|
|
|
|
|
"image/png": "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
|
|
|
|
|
"text/plain": [
|
|
|
|
|
"<Figure size 1800x576 with 1 Axes>"
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
"metadata": {
|
|
|
|
|
"needs_background": "light"
|
|
|
|
|
},
|
|
|
|
|
"output_type": "display_data"
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"data": {
|
|
|
|
|
"image/png": "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
|
|
|
|
|
"text/plain": [
|
|
|
|
|
"<Figure size 1800x576 with 1 Axes>"
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
"metadata": {
|
|
|
|
|
"needs_background": "light"
|
|
|
|
|
},
|
|
|
|
|
"output_type": "display_data"
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"data": {
|
|
|
|
|
"image/png": "iVBORw0KGgoAAAANSUhEUgAABZgAAAHiCAYAAABlW6lwAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/Z1A+gAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOzdeZwbdf0/8NcnM0lms1eObbvbLb3pbhfQFmiLeKF4oALKVwXx4JDDG+/z59cvKt63X/Wr3KAC4oG2iqig4ElLsVWEtkBLKe3u9shM9k42M/n8/phMum33yO5OMpnk9Xw8eLCbTGbe2Vk25J33vD5CSgkiIiIiIiIiIiIioukKeF0AEREREREREREREfkTG8xERERERERERERENCNsMBMRERERERERERHRjLDBTEREREREREREREQzwgYzEREREREREREREc0IG8xERERERERERERENCNsMBMRERER0YwIIW4XQrymiO12CyFeUoaSXCOEmCeE2CaECHtdCxEREVElY4OZiIiIyCNCiDcKITYLIQaFED1CiN8KIZ6Xv+9qIUQ2f19KCPF3IcRzxtz3o3H2J4UQy8v9PNwihLhfCHF5mY9Z8T8zIcTifJ2qy/ud1XMXQjwLwLMB/Mq9qiY93ri/96UipdwP4E8ArizXMYmIiIj8iA1mIiIiIg8IIT4A4JsAPg9gHoCFAL4H4NVjNvuJlLIBwBwAfwXwCyGEcOHYrjYq/UQIoXhdQzmU6Ry/DcCPpZSyDMeatRn+TH4M+3kSERER0QTYYCYiIiIqMyFEM4DPAHiXlPIXUsohKWVWSrlBSvnho7eXUmYB3AKgFUBihsfcLYT4qBDi3wCGhBCqEOK0/GR0SgjxLyHEGWO2XyKEeEAIMSCE+IMQ4jvO9KgQ4gwhxN5x9v+S/NcBIcTHhBA7hRBJIcSdQoh4/j5NCPGj/O0pIcRD+SiCzwF4PoDv5Ke2vzPOc7hFCPHB/Nft+Qncd+W/XyaE0IUQgaMec7MQ4v+EEHcLIYYAvGjMfX/Of/mv/DEvKOLnGBZCfFUIsUcIsV8I8X0hRF3+vm1CiLPHbKsKIQ4KIU7Ofz/Zz/t+IcRnhRB/y//Mfy+EaMnf7dSZytf5nHHquloI8bP8z7YfwCVCiLVCiH/kj9eTP4ehyZ67EOJsIcTWMVPzz5rkx/EKAA8cVccV+Z/DgBDiMee5H7XNzUKIa8Z8f8TvU/73dF9+HzuEEGcKIc4C8AkAF+Tr/Vd+22YhxA3557dPCHGN8yGCEOKS/M/zG0KIJICrx6llwt/VvI0AlgohFk3ycyAiIiKqaWwwExEREZXfcwBoAO4qZmNhZ8BeAuAZKeWhWRz3QgCvAhCFPTX9GwDXAIgD+BCAnwsh5uS3vQ3AwwBaAHwWwMXTOM57ALwGwAsBzAdgAPhu/r6LATQDOA52s/ztAEaklP8PwF8AvFtK2SClfPc4+30AwBn5r18IYBeAF4z5/i9Sytw4j3sjgM8BaIQ9CQ4AkFI6j312/pg/KeK5fRHACgCrACwH0A7gU/n7bof9M3a8HMAhKeU/hRDtmPzn7dR5KYC5AEL5bTDmOUbzdf5jgtpeDeBnsM/vjwFYAN4P+xw+B8CZAN450XMXQqwGcCPsid0EgB8AWC/GySAWQtQDWAJgx5jbXg+7iXsRgCYA5wJITlDruIQQHQDeDWCNlLIR9s9wt5TyHtjT/j/J1/vs/ENuBmDCPherAbwMwNiYlXWwf0/mwf4dONpkv6uQUpoAnoQdBUJERERE42CDmYiIiKj8ErAbj+YU250vhEgBeAbAKQDOm+Vxvy2lfEZKOQLgzQDullLeLaXMSSn/AGAzgFcKIRYCWAPgv6WUGSnlnwFsmMZx3g7g/0kp90opM7Cbjq8TdkRBFvbzXy6ltKSUD0sp+4vc7wMAnpefUn4BgC8DeG7+vhfiqGnaMX4lpfxb/nmmp/E8jiCEELDzeN8vpdSllAOwm55vyG9yG4BzhRCR/PdvhN10Bib5eY85xE1Sysfz5+dO2E3s6fiHlPKX+f2P5H+2D0opTSnlbtgN4xdO8vgrAfxASrkxf25uAZABcNo420bz/x4Yc9vlAL4spXxI2p6UUj49zedgAQgD6BJCBKWUu6WUO8fbUAgxD/bP7335qwAOAPgGDp8PAOiWUv5v/mcwMs5uJvtddQyMeb5EREREdJSazd8jIiIi8lASQIsQQp2iyXynlPLN49xuAgiOvUEI4XyfnWR/z4z5ehGA1wshzhlzWxD2ombzARhSyqEx9z0Ne+q4GIsA3CWEGDtNbMGeIv1hfj93CCGiAH4Eu8E3Wd0AACnlznzMxSrYcRqfBXBZfur1hQC+PcFDn5ng9umaAyAC4GFxOApbAFDy9T0phNgG4BwhxAbYE7yr89tN9vN29I75ehhAwzTrO+J5CiFWAPg6gFPzdauwp9InsgjAxUKI94y5LQT79+Foqfy/GwE4TfvjAIzbDC5W/mf4PtiN3hOEEL8D8AEpZfcE9QYB9Iw5HwEc+XOY6txP9ru6L/99Iw4/XyIiIiI6CieYiYiIiMrvH7AnQ18zw8fvAbD4qNuWwG487ztm68PGLsb2DIAfSimjY/6pl1J+EUAPgFg+BsGxcMzXQ7AblgAKC+eNjXp4BsArjtq3JqXcl8+a/rSUsgvA6QDOhh2pcHR9E3kAwOsAhKSU+/LfXwwgBmBrEc97Ng4BGAFwwpjn1ZxfiNHhxGS8GsBjUson87dP9vOeSrH1H73d/wHYDuB4KWUT7AzjyRaJfAbA546qMSKlvP3oDfMfPuyEHRcy9vHLiqjziN8f2NniY/d9m5TyebCbvxLAl5y7xqk3A6BlTL1NUsoTxu5uilom/F0FCgsDLgfwryKeFxEREVFNYoOZiIiIqMyklH2wc3u/K4R4jRAiIoQICiFeIYT4chG7uAdApxDiLfnHxWFHNfy8iNgNx49gT9q+XAihCHvxvTOEEAvysQabAXxaCBESQjwPwNjJ28cBaEKIV+Unpz8JO9bA8X0An3MWRhNCzBFCvDr/9YuEECflm9L9sCeunenR/QCWTlH3A7Azep1F6u7Pf/9XKaVV5HMfq5hjAgDy+c7XAfiGEGIuUFhs8OVjNrsDdg7wO2BHZjgm/HkXceiDsH9GRdU5RiPsn/GgEKIzX9NYRz/36wC8XQixTtjq8+e4cYL9340jIzeuB/AhIcQp+ccvn2BxvK2wo1jiQohWAO9z7hBCdAghXpzPfU7DbuiP/f1YnI9IgZSyB8DvAXxNCNGUX7BvmRBishiQo034u5q3FnYG9HSjPoiIiIhqBhvMRERERB6QUn4NwAdgN2cPwp6kfDeAXxbx2AMAXgF7MbYDAP4D+xL+oxuIk+3jGdhTtp8Yc/wP4/D/H74R9gJpOoD/AXDrmMf2wV4s7nrYE9NDAPaO2f23AKwH8HshxACAB/P7Auxp1Z/Bbnxug90w/uGYx71OCGEIISaKu3gAduPUaTD/FfY07J8BQAjxfCHE4ETPWwjxfSHE98fcdDWAW4QQKSHE+UKIhUKIwXwO9Xg+CnvRtweFEP0A7gXQ4dyZb3r+A/Z09k/G3D7Vz3tCUsph2AvU/S1f53iZyOP5EOzzOAC7eXz0IoZXY8xzl1JuBnAFgO/AXuzuSdiLS07kWgBvymdTQ0r503ydt+WP+UvYCxoe7YewJ4J3w24Qj60rDHshxUOwI0PmAvh4/r6f5v+dFEL8M//1RbBjPB7L1/wzAG2T1Hy0yX5XAeBNsJvQRERERDQBIaVbVwwSERERUbUSQlwNe2G+8TKhqUYJIW6DnRX+S69rcVt+Sv0BAKtnszgkERERUbXjIn9ERERERDQjUso3el1DqeSvFFjpdR1ERERElY4RGUREREREREREREQ0I4zIICIiIiIiIiIiIqIZ4QQzEREREREREREREc0IG8xERERERERERERENCOeLfLX0tIiFy9e7NXhiYiIiIiIiIiIiKgIDz/88CEp5Zzx7vOswbx48WJs3rzZq8MTERERERERERERURGEEE9PdB8jMoiIiIiIiIiIiIhoRthgJiIiIiI
|
|
|
|
|
"text/plain": [
|
|
|
|
|
"<Figure size 1800x576 with 1 Axes>"
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
"metadata": {
|
|
|
|
|
"needs_background": "light"
|
|
|
|
|
},
|
|
|
|
|
"output_type": "display_data"
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"data": {
|
|
|
|
|
"image/png": "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
|
|
|
|
|
"text/plain": [
|
|
|
|
|
"<Figure size 1800x576 with 1 Axes>"
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
"metadata": {
|
|
|
|
|
"needs_background": "light"
|
|
|
|
|
},
|
|
|
|
|
"output_type": "display_data"
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"data": {
|
|
|
|
|
"image/png": "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
|
|
|
|
|
"text/plain": [
|
|
|
|
|
"<Figure size 1800x576 with 1 Axes>"
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
"metadata": {
|
|
|
|
|
"needs_background": "light"
|
|
|
|
|
},
|
|
|
|
|
"output_type": "display_data"
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"data": {
|
|
|
|
|
"image/png": "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
|
|
|
|
|
"text/plain": [
|
|
|
|
|
"<Figure size 1800x576 with 1 Axes>"
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
"metadata": {
|
|
|
|
|
"needs_background": "light"
|
|
|
|
|
},
|
|
|
|
|
"output_type": "display_data"
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"data": {
|
|
|
|
|
"image/png": "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
|
|
|
|
|
"text/plain": [
|
|
|
|
|
"<Figure size 1800x576 with 1 Axes>"
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
"metadata": {
|
|
|
|
|
"needs_background": "light"
|
|
|
|
|
},
|
|
|
|
|
"output_type": "display_data"
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"data": {
|
|
|
|
|
"image/png": "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
|
|
|
|
|
"text/plain": [
|
|
|
|
|
"<Figure size 1800x576 with 1 Axes>"
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
"metadata": {
|
|
|
|
|
"needs_background": "light"
|
|
|
|
|
},
|
|
|
|
|
"output_type": "display_data"
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"data": {
|
|
|
|
|
"image/png": "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
|
|
|
|
|
"text/plain": [
|
|
|
|
|
"<Figure size 1800x576 with 1 Axes>"
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
"metadata": {
|
|
|
|
|
"needs_background": "light"
|
|
|
|
|
},
|
|
|
|
|
"output_type": "display_data"
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"data": {
|
|
|
|
|
"image/png": "iVBORw0KGgoAAAANSUhEUgAABZgAAAHiCAYAAABlW6lwAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/Z1A+gAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOzdd3xb9bk/8M9XRzoatmQdOTuW5GwgIXEGoXTScstoaYEyEuiim99tC123g85Labm0vW3pLqOll7YkQEvpoKWT0sWIEydgQygQSXbiLA1btvbR9/fH0VGcxEO2j3SGnvfrxYvYls55nJhw9Og5n4dxzkEIIYQQQgghhBBCCCGETJdN7wIIIYQQQgghhBBCCCGEmBM1mAkhhBBCCCGEEEIIIYTMCDWYCSGEEEIIIYQQQgghhMwINZgJIYQQQgghhBBCCCGEzAg1mAkhhBBCCCGEEEIIIYTMCDWYCSGEEEIIIYQQQgghhMwINZgJIYQQQgghDcEYm8sYe4Yx5p7icWczxgYaVdd0MMYijLH/mOBraxlj/2x0TYQQQggheqIGMyGEEEKIBipNpwJjbM4Jn9/FGOOMsU6dSrMsxlhn5ffW3sBzXs0Y+3ujzjdTjLHPMcZ+rPExtfjePw7gTs55VouapjJZM7geOOd7AKQYY69r1DkJIYQQQvRGDWZCCCGEEO3sA3Cl+gFj7HQAHv3KOWa2TdhGNnGNpFm+70Z8n4wxJ4C3AtC08V0vTDGT10s/AfAereshhBBCCDEqajATQgghhGjnLgBvGfPxWwH839gHMMacjLGvMMZijLFDjLHvqXEBaiwAY+yjjLHDjLFBxtjFjLHXMMaeZYwlGGPXn3CsrzPGDlT++XqliTf2WB9jjB0E8EPG2FNjJysZYw7G2FHG2PoTv5EJnm9jjH2cMfY8YyzOGLuHMRYY85w3M8aila99cuz0KGPsTsbYjScef8zHixhjP2OMHWGM7WOMXTvma5sZYzsYY8OV37OvVr70SOXfKcbYCGPsrBO+BxdjLKtOlVdqKjHGfJWPP88Y+/o43ztnjL2XMfZvAP8e8/lTAXwPwFmV86VOfO54GGOnMMb+UPnz28sYu6Ly+TMZYwcZY8KYx17CGNtT+fWEv99jprffWvlZOsoY+2Tla+cDuB7AlkqduyeoK1L5890DYJQxZh9zvjRjrI8xdslk3/tkP8/jOBNAinM+9s89wBj7YeXnN8kY+8UEtXLG2PIxH1d/nhhjcxhjv2aMpSq/x3+r/N7dBSAE4FeVmj9aefyLGGP/rDx+N2Ps7DHHfZgx9gXG2D8AZAAsneB76WKM7WGMDTHGtjPGXGO+9jCAc1jlv0VCCCGEEKujBjMhhBBCiHYeBeBjjJ1aaRpuxcnTmv8DYCWALgDLASwG8JkxX18AwDXm87cBeBOAjQBeBuDTjLEllcd+EsCLKsdaB2AzgE+dcKwAgDCAd0Npdr9pzNdfA2CQc75rgu/nxOe/H8DFAF4BYBGAJIBvAwBj7DQA3wXw5srX2gF0THDc4zBlSvRXAHZXvu9zAHyAMXZe5SG3ALiFc+4DsAzAPZXPv7zybz/nvJVz/q+xx+Wc5wA8UakXlX9HAbxkzMd/naCsi6E0RE8bc7ynAVwD4F+V8/lr+N5aAPwBwE8BzIPyM/EdxthpnPPHAIwCeNWYp1xVeSwwye/3GC8FsArK79lnGGOncs5/B+CLALZX6lw3SYlXAngtlN/DEoDnofyctQH4bwA/ZowtnOR7n+rneazTAew94XN3QZnyX135/fnaJLVO5MMABgDMBTAfSnOdc87fDCAG4HWVmr/EGFsM4DcAboTys/0RAD9jjM0dc7w3Q/l590L5eRnPFQDOB7AEwFoAV6tf4JzvB1CE8udCCCGEEGJ51GAmhBBCCNGWOsX8agBPA9ivfoExxqA0rj7IOU9wztNQGoFbxzy/COALnPMigG0A5kBprqY5570A+qA0kwHgjQBu4Jwf5pwfgdIQfPOYY5UBfJZznq9k3v4YwGvUCd7KY++a5Hs58fnXAPgk53yAc54H8DkAlzElXuEyAL/mnD9S+dqnK8+vxRkA5nLOb+CcFzjnL0BprKu/L0UAyxljczjnI5zzR2s8LqA0kF9RqXEtgG9UPnZVzvvIBM+7qfJnNNus4AsBRDjnP+SclyrN/J8BuLzy9btRiVVhjHmhNP3vrnxtst9v1X9zzrOc891QGvSTNZPH8w3Oeb/6fXLO7+WcH+Cclznn26FMcG8e74k1/jyP5QeQHvP8hQAuAHAN5zzJOS9yzidq+E+mCGAhgHDlGH/jnPMJHvsmAA9yzh+sfI9/ALADyu+76k7OeW/lz6s4wXG+Ufl9SkB5c6TrhK+noXy/hBBCCCGW1xSZcoQQQgghDXQXlKblEpwQjwFlwtIDoFvpzQEAGABhzGPinHO58mu1uXlozNezAForv16E4ycso5XPqY5UpngBAJzzA5Vb/y9ljN0Ppbl33STfy3HPhzLJfD9jbGzjWIYyNboIQP+Yc40yxuKTHHusMIBFJ0ROCAD+Vvn1OwDcAOAZxtg+KE3VX9d47L8C+CqADQCehDJNfAeUye/nOOcT1dg/weenKwzgzBO+NzuONfZ/CuCfjLH/B+ANAHZyzqNjnjvR77fq4JhfZ3DsZ6NWx32fjLG3APgQgM7Kp1qhvMkxnlp+nsdKQpkKVgUBJDjnyWnWfKIvQ2m+/75Sx62c8/+Z4LFhAJez45fwOQD8ZczHtfzZn/j7vuiEr3sBpGo4DiGEEEKI6VGDmRBCCCFEQ5zzaKUJ+hoojdGxjkJpEK+u3EY/WwegNMx6Kx+HKp+rljPOc34E4J1QrgP/NUUdJz6/H8DbOef/OPGBjLFBAKeO+dgDJSZDNYrjFx4uOOG4+zjnK8YtgvN/A7iyEqXxBgD3Mcbax6lvPP+EElVwCYC/cs77GGMhKH8+k03LTnTsWs45Vn/lvK8e92BKPVEozf6x8Rjqcyf6/e6c4ry11ll9HGMsDGVy/BwoPxsyY6wHStN4vGNO9+d5D4APjvm4H0CAMebnnKemeG4GJ//8DABAZXL6wwA+zBhbA+DPjLEnOOd/GqfmfgB3cc7fNcm5pvtnfJxKDIeIk+NACCGEEEIsiSIyCCGEEEK09w4Ar+Kcj479JOe8DKWB9zXG2DxAaUaNyRqerrsBfIoxNpcpi+w+g5Mzn0/0CyjTvNfh5AnrqXwPwBcqjUhUzntR5Wv3AbiQMfZSxpgIZeJ47LVmD5R4jgBjbAGAD4z52uMA0pWFc27GmMAYW8MYO6NynjcxxuZWfv9SleeUARyp/HuiRWzgnGcAdAN4L441lP8JJX5iJnEMhwB0VL7HWvwawEqmLEB0VP45o7I0T/VTKH8eLwdw75jPT/b7XUudnZWmfK1aoDRXj1TO9zYAa044ZvV7n8HP8+MA/JUGLDjngwB+CyWTWqr83rx8guf2ALiq8rNxPo7laoMxdiFjbHklsmMIypS3OvV9CMf/fPwYwOsYY+dVjuViysLJmvLCa/QKAH+uxJoQQgghhFgeNZgJIYQQQjTGOX+ec75jgi9/DMBzAB5ljA0D+CNmvgzsRij5sXugxD/srHxustqyUDKAlwD4+TTPdwuAX0KJIkhDWWp4ZuW4vVCauD8FMAglDmFgzHPvgpIRHAHwewDbx9QkQ8kq7gKwD8pk7O1QFs0ByjK1XsbYSKWGrZXc4QyALwD4B2MsxRh70QR1/xVKDMLjYz72opK/zBj7HmPsexN904yxEcbYyyof/hnKxPhBxtjRytevZ4z9drznVqZrz4WSS3wASrTCzQCcYx52N441JY+O+fyEv981UBvVccbYzlqewDnvA/C/AP4FpTF7OoCx09Mnfe+Yxs8z57wA4E4cv2jyzVAylJ8BcBjHv/Ew1nUAXgflDYY3QnmjRLWict6RSu3f4ZyrkRc3QXkTJsUY+wjnvB/ARVAWAR6BMtH8X9D2ddEbobw5QAghhBDSFNjE+y8IIYQQQogVMcY+A2Al5/xNUz54dueJAHgn5/yP9TwPMQ/G2Fwo2drrNVigaDiMsbUAvs8
|
|
|
|
|
"text/plain": [
|
|
|
|
|
"<Figure size 1800x576 with 1 Axes>"
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
"metadata": {
|
|
|
|
|
"needs_background": "light"
|
|
|
|
|
},
|
|
|
|
|
"output_type": "display_data"
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"data": {
|
|
|
|
|
"image/png": "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
|
|
|
|
|
"text/plain": [
|
|
|
|
|
"<Figure size 1800x576 with 1 Axes>"
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
"metadata": {
|
|
|
|
|
"needs_background": "light"
|
|
|
|
|
},
|
|
|
|
|
"output_type": "display_data"
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"data": {
|
|
|
|
|
"image/png": "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
|
|
|
|
|
"text/plain": [
|
|
|
|
|
"<Figure size 1800x576 with 1 Axes>"
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
"metadata": {
|
|
|
|
|
"needs_background": "light"
|
|
|
|
|
},
|
|
|
|
|
"output_type": "display_data"
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"data": {
|
|
|
|
|
"image/png": "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
|
|
|
|
|
"text/plain": [
|
|
|
|
|
"<Figure size 1800x576 with 1 Axes>"
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
"metadata": {
|
|
|
|
|
"needs_background": "light"
|
|
|
|
|
},
|
|
|
|
|
"output_type": "display_data"
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"data": {
|
|
|
|
|
"image/png": "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
|
|
|
|
|
"text/plain": [
|
|
|
|
|
"<Figure size 1800x576 with 1 Axes>"
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
"metadata": {
|
|
|
|
|
"needs_background": "light"
|
|
|
|
|
},
|
|
|
|
|
"output_type": "display_data"
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"data": {
|
|
|
|
|
"image/png": "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
|
|
|
|
|
"text/plain": [
|
|
|
|
|
"<Figure size 1800x576 with 1 Axes>"
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
"metadata": {
|
|
|
|
|
"needs_background": "light"
|
|
|
|
|
},
|
|
|
|
|
"output_type": "display_data"
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"data": {
|
|
|
|
|
"image/png": "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
|
|
|
|
|
"text/plain": [
|
|
|
|
|
"<Figure size 1800x576 with 1 Axes>"
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
"metadata": {
|
|
|
|
|
"needs_background": "light"
|
|
|
|
|
},
|
|
|
|
|
"output_type": "display_data"
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"data": {
|
|
|
|
|
"image/png": "iVBORw0KGgoAAAANSUhEUgAABZgAAAHiCAYAAABlW6lwAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/Z1A+gAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOzdd3zV9fXH8ffnzuydsAIkkCBqRaiAWLe4sG5b92qto62rtrZq+6vWqq2jrVZt615YV8VRa10424qCihOVFTbJvdnz3tx7P78/7k0IkECAJPfm5vV8PHjk3u88SRjhfc89H2OtFQAAAAAAAAAA28oR7wIAAAAAAAAAAIMTATMAAAAAAAAAYLsQMAMAAAAAAAAAtgsBMwAAAAAAAABguxAwAwAAAAAAAAC2CwEzAAAAAAAAAGC7EDADAAAMYcaYq4wx98YelxhjrDHGFXv+b2PMWf1wz8+NMQf09XWRWIwxhxljnu3FcdcYY2YPQEl9xhjzB2PMD+NdBwAAQCIgYAYAAOhnxphTjTELjDFNxph1seB2n9i+a4wx7bF9dcaY/xlj9uqyb7PgLRYCl21HHQcYY1Z33WatvcFa+4PujrfWzrLWPrSt99nkng8aY67b5Lq7Wmvf3JHrDoTuak9Expg3jTHdfg934Jp98blfL+n3fVHP1mz64sgAuEXSVcYYzwDdDwAAIGERMAMAAPQjY8xlkm6VdIOkYZLGSPqLpGO6HPaEtTZDUqGk/0iaY4wxA1zqkDeA4WRcDcTnaYyZJinbWjuvv+/VF7b1a2KtXSfpS0lH909FAAAAgwcBMwAAQD8xxmRLulbSj621c6y1zdbadmvtP621l296vLW2XdJDkoZLyt/Oe27U3dzRiWqMSZf0b0kjY93STcaYkVsaT9C1M9YY83GX85pi9zkgtu8pY8x6Y0y9MeZtY8yuse3nSTpN0s9j5/wztr3CGHNw7LHXGHOrMWZt7NetxhhvbN8BxpjVxpifGmOqYt3f3+uh1gONMZ92ef6qMWZ+l+fvGGOO3eScjuv/whizXtIDXfZ1W3svvv5HGmMWdulGnxTb/gtjzD82OfY2Y8yfY4+zjTH3xT7HNbHvmTO272xjzH+MMbcYY2qNMcuNMbNi+66XtK+kO2J13tFNTR3dvecYY1ZKej22fVu/byONMU8bY3yxGi7ewpdilqS3Nqlj19j3pcYYU2mMuaqbWjfrst/k98t0E303QEPsGn+MHfZ27GNdrOaOdwF83xizKPZ1e9kYM7bLda0x5sfGmMWSFnf3SRhj9ol9H+uMMauMMWd32f2mpG9v4WsAAAAwJBAwAwAA9J+9JKVIeqY3B8eC1bMlrbLW+vuyEGtts6Kh31prbUbs19ptOH/3jvMkXSbpK0kfxnb/W1K5pKLYtkdj59wde3xT7Nyjurn0LyXNkDRZ0u6Spkv6VZf9wyVlSxol6RxJdxpjcru5zjxJ5caYAmOMW9IkRcP0TGNMqqSpkt7p5rzhkvIkjZV0XpfPtze1b8QYM0XS/ZLOV/QFgrskPR/7vj4u6QhjTGbsWKekEyX9PXb6g5JCksokTZF0qKSuYy/2VPRrXiDpJkn3GWOMtfaXsc/rwlidF26hxP0l7SzpsNjzXn/fjDEOSf+U9LGi34uZki41xhym7u0Wq7fja5Mp6TVJL0kaGfs8526h1p7cJuk2a22WpPGSnoxt3y/2MSdW87vGmGMkXSXpeEXfHfCOpMc2ud6xin5td9n0RrEw+t+Sbo+dP1nSwi6HLFL09ywAAMCQRsAMAADQf/Il+a21oa0cd6Ixpk7SKkl7SDquvwvbXiY6O/o6SUdbaxskyVp7v7W20VobkHSNpN1NtHu7N06TdK21tspa65P0G0lndNnfHtvfbq19UVKTpJ02vYi1tlXSfEWDxj0UDUL/K2lvRQPsxdba6m7uH5F0tbU2ELvGjjhP0l3W2vesteHY/OqApBnW2hWKhrgd39uDJLVYa+cZY4ZJOkLSpbEu9ypJf5J0cpdrr7DW3mOtDSva5T5C0ZEr2+Ka2PVbpW3+vk2TVGitvdZaG7TWLpN0zyY1dpUjqbHL8yMlrbfW/sFa2xa773vbWL8U/f1QZowpsNY2bWUExwWSfmetXRT7M3iDpMldu5hj+2t6+N6fKuk1a+1jsd9/1dbahV32N8Y+TwAAgCGNgBkAAKD/VEsqMFuf7/qktTbHWltkrT3IWvtBbHtIkrvrgbHuXCkatA0oY8xoRTtGz7LWfh3b5jTG/N4Ys9QY0yCpInZ4QS8vO1LSii7PV8S2dajeJKBvkZTRw7XeknSAoiHzW4qOMNg/9uutHs7xWWvbelnr1oyV9NPYOIW62IsGo7Xh8/m7pFNij0/Vhu7lsYp+n9d1Oe8uRTuLO6zveGCtbYk97Onr0JNVHQ+24/s2VtGO8K6f21XqOeSulZTZ5floSUu3sd7unCNpgqQvjTHzjTFHbuHYsZJu61JvjSSjaAd2h1XdnRiztZozJdX1pmgAAIBkRsAMAADQf95VtIP12O08f6Wkkk22lSoaPK/p4ZwWSWldng/v8thuZx2KjZl4VtKt1tp/d9l1qqILFh6s6CiLjno7Finc2j3XKhoEdhgT27Y9Ng2Y39LWA+Yt1betX69Vkq6PvVjQ8SvNWtsxluEpSQcYY4oV7WT+e5fzApIKupyXZa3dtZf37W2dXY/b1u/bKknLN/ncMq21R/Rwr08UDYK7nj+uFzU2q8vv39gokcLOT8DaxdbaUxQN32+U9A8TnS/e3ddglaTzN6k51Vr7vy7HbOlrt0rRMRw92VnRTnkAAIAhjYAZAACgn1hr6yX9WtG5wccaY9KMMW5jzCxjzE29uMRLkiYaY86InZen6Nv8n97C2I2Fkk6Ndagermi42qFSUv42jK/o6n5JX1prN607U9FwtFrRYPCGTfZXasvB4mOSfmWMKTTGFCj69ep20cFe+J+i4zOmS3rfWvu5ouH1ntqwCNy22Frtm7pH0gXGmD1NVLox5tsdc5djI0DeVHQxweXW2kWx7eskvSLpD8aYLGOMwxgz3hizfw/32dE6pW3/vr0vqdFEFytMjf3++oYxZloP139RG//ee0HSCGPMpSa6sGOmMWbPbs77WlJK7OvmVnQet7djpzHmdGNMobU2og3dwxFJvtjHrjX/TdKVXRYvzDbGfLeHervzqKSDjTEnGmNcxph8Y8zkLvv3V3RGMwAAwJBGwAwAANCPrLV/UHRRvF8pGoKtknShot3AWzu3StGF+c6XVCXpM0VDtR9u4bRLJB0VO+60rvex1n6paKC7LDY2YGR3F+jByZKOM8Y0dfm1r6SHFR1rsUbSF4outtfVfZJ2id3vWW3uOkkLFO14/VTROcXXbUNdnWILGX4o6XNrbTC2+V1F5xdXSZIx5nNjzGndnW+M2dcY07Sl2o0x/zbGXNXD/RdIOlfSHYqOiFii6KKNXf1d0a7hv2+y/UxJHkW/hrWS/qHonOXeuE3Sd4wxtcaYP/fynG36vsVmPx+p6EJ3yyX5Jd2raPfzZqy1H0qq7wiRrbWNkg5R9PfmekmLJR3YzXn1kn4Uu/YaRTuaV3c55HBJn8e+T7dJOtla2xobG3K9pP/Gap5hrX1G0S7nx2NjQD5T9M9Tr1hrVyo6G/unio7XWKjYon7GmBGKLgz4bG+vBwAAkKyMtdv9TkkAAAAA6JYx5lBJP7LWHhvvWvqaMeYPkpZaa/8S71oAAADijYAZAAAAAAAAALBdGJEBAAAAAAAAANguBMwAAAAAAAAAgO1CwAwAAAAAAAAA2C4EzAAAAAAAAACA7eKK140LCgpsSUlJvG4PAAAAAAAAAOiFDz74wG+tLexuX9wC5pKSEi1YsCBetwcAAAAAAAAA9IIxZkVP+xiRAQAAAAAAAADYLgTMAAAAAAAAAIDtQsAMAAAAAAAAANgucZvBDAAAAAAAAADx1N7ertWrV6utrS3epSSElJQUFRcXy+129/ocAmYAAAAAAAAAQ9Lq1auVmZmpkpISGWPiXU5cWWtVXV2t1atXq7S0tNfnMSIDAAAAAAAAwJDU1tam/Pz
|
|
|
|
|
"text/plain": [
|
|
|
|
|
"<Figure size 1800x576 with 1 Axes>"
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
"metadata": {
|
|
|
|
|
"needs_background": "light"
|
|
|
|
|
},
|
|
|
|
|
"output_type": "display_data"
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"data": {
|
|
|
|
|
"image/png": "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
|
|
|
|
|
"text/plain": [
|
|
|
|
|
"<Figure size 1800x576 with 1 Axes>"
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
"metadata": {
|
|
|
|
|
"needs_background": "light"
|
|
|
|
|
},
|
|
|
|
|
"output_type": "display_data"
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"data": {
|
|
|
|
|
"image/png": "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
|
|
|
|
|
"text/plain": [
|
|
|
|
|
"<Figure size 1800x576 with 1 Axes>"
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
"metadata": {
|
|
|
|
|
"needs_background": "light"
|
|
|
|
|
},
|
|
|
|
|
"output_type": "display_data"
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"data": {
|
|
|
|
|
"image/png": "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
|
|
|
|
|
"text/plain": [
|
|
|
|
|
"<Figure size 1800x576 with 1 Axes>"
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
"metadata": {
|
|
|
|
|
"needs_background": "light"
|
|
|
|
|
},
|
|
|
|
|
"output_type": "display_data"
|
|
|
|
|
}
|
|
|
|
|
],
|
|
|
|
|
"source": [
|
|
|
|
|
"for cluster in \"abcdefgh\":\n",
|
|
|
|
|
" prepare_plot(cluster, \"rcpu\")\n",
|
|
|
|
|
" prepare_plot(cluster, \"rram\")\n",
|
|
|
|
|
"prepare_plot(\"a\", \"rscpu\")\n",
|
|
|
|
|
"prepare_plot(\"a\", \"rsram\")\n",
|
|
|
|
|
"for cluster in \"abcd\":\n",
|
|
|
|
|
" prepare_plot(cluster, \"ucpu\")\n",
|
|
|
|
|
" prepare_plot(cluster, \"uram\")"
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"cell_type": "code",
|
|
|
|
|
"execution_count": null,
|
|
|
|
|
"metadata": {},
|
|
|
|
|
"outputs": [],
|
|
|
|
|
"source": []
|
|
|
|
|
}
|
|
|
|
|
],
|
|
|
|
|
"metadata": {
|
|
|
|
|
"kernelspec": {
|
2021-05-11 12:48:51 +00:00
|
|
|
"display_name": "Python 3",
|
2021-04-17 10:50:40 +00:00
|
|
|
"language": "python",
|
2021-05-11 12:48:51 +00:00
|
|
|
"name": "python3"
|
2021-04-17 10:50:40 +00:00
|
|
|
},
|
|
|
|
|
"language_info": {
|
|
|
|
|
"codemirror_mode": {
|
|
|
|
|
"name": "ipython",
|
|
|
|
|
"version": 3
|
|
|
|
|
},
|
|
|
|
|
"file_extension": ".py",
|
|
|
|
|
"mimetype": "text/x-python",
|
|
|
|
|
"name": "python",
|
|
|
|
|
"nbconvert_exporter": "python",
|
|
|
|
|
"pygments_lexer": "ipython3",
|
2021-05-11 12:48:51 +00:00
|
|
|
"version": "3.8.3"
|
2021-04-17 10:50:40 +00:00
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
"nbformat": 4,
|
|
|
|
|
"nbformat_minor": 5
|
|
|
|
|
}
|
