Merge Datasets.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import os"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "def merge(folder_path):\n",
    "    csv_files = [os.path.join(folder_path, f) for f in os.listdir(folder_path)\n",
    "                 if os.path.isfile(os.path.join(folder_path, f)) and f.endswith('.csv')]\n",
    "    print(len(csv_files))\n",
    "    print(csv_files)\n",
    "    merged = pd.DataFrame([])\n",
    "    for record in csv_files:\n",
    "        df = pd.read_csv(record)\n",
    "        merged = merged.append(df)\n",
    "    return merged"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "324\n",
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'tables/amazon/digital_music/tuning_general/mmp-part241.csv', 'tables/amazon/digital_music/tuning_general/mmp-part275.csv', 'tables/amazon/digital_music/tuning_general/mmp-part54.csv', 'tables/amazon/digital_music/tuning_general/mmp-part317.csv', 'tables/amazon/digital_music/tuning_general/mmp-part298.csv', 'tables/amazon/digital_music/tuning_general/mmp-part130.csv', 'tables/amazon/digital_music/tuning_general/mmp-part255.csv', 'tables/amazon/digital_music/tuning_general/mmp-part319.csv', 'tables/amazon/digital_music/tuning_general/mmp-part312.csv', 'tables/amazon/digital_music/tuning_general/mmp-part126.csv', 'tables/amazon/digital_music/tuning_general/mmp-part227.csv', 'tables/amazon/digital_music/tuning_general/mmp-part165.csv', 'tables/amazon/digital_music/tuning_general/mmp-part188.csv', 'tables/amazon/digital_music/tuning_general/mmp-part224.csv', 'tables/amazon/digital_music/tuning_general/mmp-part7.csv', 'tables/amazon/digital_music/tuning_general/mmp-part13.csv', 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'tables/amazon/digital_music/tuning_general/mmp-part56.csv', 'tables/amazon/digital_music/tuning_general/mmp-part9.csv', 'tables/amazon/digital_music/tuning_general/mmp-part181.csv', 'tables/amazon/digital_music/tuning_general/mmp-part25.csv', 'tables/amazon/digital_music/tuning_general/mmp-part196.csv', 'tables/amazon/digital_music/tuning_general/mmp-part134.csv', 'tables/amazon/digital_music/tuning_general/mmp-part283.csv', 'tables/amazon/digital_music/tuning_general/mmp-part101.csv', 'tables/amazon/digital_music/tuning_general/mmp-part270.csv', 'tables/amazon/digital_music/tuning_general/mmp-part247.csv', 'tables/amazon/digital_music/tuning_general/mmp-part38.csv', 'tables/amazon/digital_music/tuning_general/mmp-part109.csv', 'tables/amazon/digital_music/tuning_general/mmp-part273.csv', 'tables/amazon/digital_music/tuning_general/mmp-part3.csv', 'tables/amazon/digital_music/tuning_general/mmp-part245.csv', 'tables/amazon/digital_music/tuning_general/mmp-part236.csv', 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'tables/amazon/digital_music/tuning_general/mmp-part265.csv', 'tables/amazon/digital_music/tuning_general/mmp-part49.csv', 'tables/amazon/digital_music/tuning_general/mmp-part53.csv', 'tables/amazon/digital_music/tuning_general/mmp-part40.csv', 'tables/amazon/digital_music/tuning_general/mmp-part259.csv', 'tables/amazon/digital_music/tuning_general/mmp-part290.csv', 'tables/amazon/digital_music/tuning_general/mmp-part309.csv', 'tables/amazon/digital_music/tuning_general/mmp-part11.csv', 'tables/amazon/digital_music/tuning_general/mmp-part152.csv', 'tables/amazon/digital_music/tuning_general/mmp-part197.csv', 'tables/amazon/digital_music/tuning_general/mmp-part258.csv', 'tables/amazon/digital_music/tuning_general/mmp-part268.csv', 'tables/amazon/digital_music/tuning_general/mmp-part61.csv', 'tables/amazon/digital_music/tuning_general/mmp-part214.csv', 'tables/amazon/digital_music/tuning_general/mmp-part289.csv', 'tables/amazon/digital_music/tuning_general/mmp-part177.csv', 'tables/amazon/digital_music/tuning_general/mmp-part145.csv', 'tables/amazon/digital_music/tuning_general/mmp-part256.csv', 'tables/amazon/digital_music/tuning_general/mmp-part89.csv', 'tables/amazon/digital_music/tuning_general/mmp-part286.csv', 'tables/amazon/digital_music/tuning_general/mmp-part108.csv', 'tables/amazon/digital_music/tuning_general/mmp-part81.csv', 'tables/amazon/digital_music/tuning_general/mmp-part254.csv', 'tables/amazon/digital_music/tuning_general/mmp-part202.csv', 'tables/amazon/digital_music/tuning_general/mmp-part205.csv', 'tables/amazon/digital_music/tuning_general/mmp-part46.csv', 'tables/amazon/digital_music/tuning_general/mmp-part244.csv', 'tables/amazon/digital_music/tuning_general/mmp-part75.csv', 'tables/amazon/digital_music/tuning_general/mmp-part23.csv', 'tables/amazon/digital_music/tuning_general/mmp-part237.csv', 'tables/amazon/digital_music/tuning_general/mmp-part311.csv', 'tables/amazon/digital_music/tuning_general/mmp-part313.csv', 'tables/amazon/digital_music/tuning_general/mmp-part74.csv', 'tables/amazon/digital_music/tuning_general/mmp-part100.csv', 'tables/amazon/digital_music/tuning_general/mmp-part90.csv', 'tables/amazon/digital_music/tuning_general/mmp-part133.csv', 'tables/amazon/digital_music/tuning_general/mmp-part112.csv', 'tables/amazon/digital_music/tuning_general/mmp-part221.csv', 'tables/amazon/digital_music/tuning_general/mmp-part120.csv', 'tables/amazon/digital_music/tuning_general/mmp-part164.csv', 'tables/amazon/digital_music/tuning_general/mmp-part208.csv', 'tables/amazon/digital_music/tuning_general/mmp-part176.csv', 'tables/amazon/digital_music/tuning_general/mmp-part293.csv', 'tables/amazon/digital_music/tuning_general/mmp-part231.csv', 'tables/amazon/digital_music/tuning_general/mmp-part194.csv', 'tables/amazon/digital_music/tuning_general/mmp-part119.csv', 'tables/amazon/digital_music/tuning_general/mmp-part272.csv', 'tables/amazon/digital_music/tuning_general/mmp-part15.csv', 'tables/amazon/digital_music/tuning_general/mmp-part131.csv', 'tables/amazon/digital_music/tuning_general/mmp-part163.csv', 'tables/amazon/digital_music/tuning_general/mmp-part207.csv', 'tables/amazon/digital_music/tuning_general/mmp-part249.csv', 'tables/amazon/digital_music/tuning_general/mmp-part50.csv', 'tables/amazon/digital_music/tuning_general/mmp-part321.csv', 'tables/amazon/digital_music/tuning_general/mmp-part178.csv', 'tables/amazon/digital_music/tuning_general/mmp-part64.csv', 'tables/amazon/digital_music/tuning_general/mmp-part104.csv', 'tables/amazon/digital_music/tuning_general/mmp-part257.csv', 'tables/amazon/digital_music/tuning_general/mmp-part94.csv', 'tables/amazon/digital_music/tuning_general/mmp-part87.csv', 'tables/amazon/digital_music/tuning_general/mmp-part140.csv', 'tables/amazon/digital_music/tuning_general/mmp-part193.csv', 'tables/amazon/digital_music/tuning_general/mmp-part174.csv', 'tables/amazon/digital_music/tuning_general/mmp-part146.csv', 'tables/amazon/digital_music/tuning_general/mmp-part8.csv', 'tables/amazon/digital_music/tuning_general/mmp-part149.csv', 'tables/amazon/digital_music/tuning_general/mmp-part28.csv', 'tables/amazon/digital_music/tuning_general/mmp-part143.csv', 'tables/amazon/digital_music/tuning_general/mmp-part6.csv', 'tables/amazon/digital_music/tuning_general/mmp-part159.csv', 'tables/amazon/digital_music/tuning_general/mmp-part320.csv', 'tables/amazon/digital_music/tuning_general/mmp-part324.csv', 'tables/amazon/digital_music/tuning_general/mmp-part225.csv', 'tables/amazon/digital_music/tuning_general/mmp-part20.csv', 'tables/amazon/digital_music/tuning_general/mmp-part299.csv', 'tables/amazon/digital_music/tuning_general/mmp-part138.csv', 'tables/amazon/digital_music/tuning_general/mmp-part33.csv', 'tables/amazon/digital_music/tuning_general/mmp-part69.csv', 'tables/amazon/digital_music/tuning_general/mmp-part16.csv', 'tables/amazon/digital_music/tuning_general/mmp-part63.csv', 'tables/amazon/digital_music/tuning_general/mmp-part51.csv', 'tables/amazon/digital_music/tuning_general/mmp-part219.csv', 'tables/amazon/digital_music/tuning_general/mmp-part116.csv', 'tables/amazon/digital_music/tuning_general/mmp-part30.csv']\n"
     ]
    }
   ],
   "source": [
    "tmp = merge(\"tables/amazon/digital_music/tuning_general/\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>model</th>\n",
       "      <th>similarity</th>\n",
       "      <th>alpha</th>\n",
       "      <th>batch_size</th>\n",
       "      <th>corruption</th>\n",
       "      <th>epoch</th>\n",
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       "      <th>learning_rate</th>\n",
       "      <th>...</th>\n",
       "      <th>Precision@15</th>\n",
       "      <th>Precision@20</th>\n",
       "      <th>Precision@5</th>\n",
       "      <th>Precision@50</th>\n",
       "      <th>R-Precision</th>\n",
       "      <th>Recall@10</th>\n",
       "      <th>Recall@15</th>\n",
       "      <th>Recall@20</th>\n",
       "      <th>Recall@5</th>\n",
       "      <th>Recall@50</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0059, 0.0003]</td>\n",
       "      <td>[0.0052, 0.0003]</td>\n",
       "      <td>[0.0092, 0.0007]</td>\n",
       "      <td>[0.0036, 0.0001]</td>\n",
       "      <td>[0.0128, 0.0014]</td>\n",
       "      <td>[0.0392, 0.0026]</td>\n",
       "      <td>[0.0501, 0.0029]</td>\n",
       "      <td>[0.059, 0.0032]</td>\n",
       "      <td>[0.0268, 0.0022]</td>\n",
       "      <td>[0.0971, 0.004]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0057, 0.0003]</td>\n",
       "      <td>[0.0051, 0.0003]</td>\n",
       "      <td>[0.0086, 0.0007]</td>\n",
       "      <td>[0.0035, 0.0001]</td>\n",
       "      <td>[0.0133, 0.0014]</td>\n",
       "      <td>[0.038, 0.0026]</td>\n",
       "      <td>[0.0479, 0.0028]</td>\n",
       "      <td>[0.0573, 0.0031]</td>\n",
       "      <td>[0.025, 0.0021]</td>\n",
       "      <td>[0.0963, 0.004]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0061, 0.0003]</td>\n",
       "      <td>[0.0053, 0.0003]</td>\n",
       "      <td>[0.0097, 0.0007]</td>\n",
       "      <td>[0.0035, 0.0001]</td>\n",
       "      <td>[0.0147, 0.0015]</td>\n",
       "      <td>[0.0417, 0.0027]</td>\n",
       "      <td>[0.0517, 0.003]</td>\n",
       "      <td>[0.06, 0.0032]</td>\n",
       "      <td>[0.0289, 0.0023]</td>\n",
       "      <td>[0.0959, 0.004]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0061, 0.0003]</td>\n",
       "      <td>[0.0054, 0.0003]</td>\n",
       "      <td>[0.01, 0.0007]</td>\n",
       "      <td>[0.0036, 0.0001]</td>\n",
       "      <td>[0.0158, 0.0016]</td>\n",
       "      <td>[0.0423, 0.0027]</td>\n",
       "      <td>[0.0519, 0.003]</td>\n",
       "      <td>[0.0606, 0.0032]</td>\n",
       "      <td>[0.0293, 0.0023]</td>\n",
       "      <td>[0.0981, 0.004]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.006, 0.0003]</td>\n",
       "      <td>[0.0052, 0.0003]</td>\n",
       "      <td>[0.0094, 0.0007]</td>\n",
       "      <td>[0.0035, 0.0001]</td>\n",
       "      <td>[0.0141, 0.0015]</td>\n",
       "      <td>[0.0404, 0.0026]</td>\n",
       "      <td>[0.0505, 0.0029]</td>\n",
       "      <td>[0.0583, 0.0031]</td>\n",
       "      <td>[0.0273, 0.0022]</td>\n",
       "      <td>[0.0944, 0.0039]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0058, 0.0003]</td>\n",
       "      <td>[0.0051, 0.0003]</td>\n",
       "      <td>[0.0095, 0.0007]</td>\n",
       "      <td>[0.0034, 0.0001]</td>\n",
       "      <td>[0.0162, 0.0016]</td>\n",
       "      <td>[0.0417, 0.0027]</td>\n",
       "      <td>[0.0508, 0.003]</td>\n",
       "      <td>[0.0594, 0.0032]</td>\n",
       "      <td>[0.0289, 0.0023]</td>\n",
       "      <td>[0.0942, 0.0039]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.006, 0.0003]</td>\n",
       "      <td>[0.0053, 0.0003]</td>\n",
       "      <td>[0.01, 0.0007]</td>\n",
       "      <td>[0.0035, 0.0001]</td>\n",
       "      <td>[0.0153, 0.0016]</td>\n",
       "      <td>[0.0411, 0.0027]</td>\n",
       "      <td>[0.0508, 0.0029]</td>\n",
       "      <td>[0.0592, 0.0032]</td>\n",
       "      <td>[0.0295, 0.0023]</td>\n",
       "      <td>[0.095, 0.0039]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0056, 0.0003]</td>\n",
       "      <td>[0.0049, 0.0003]</td>\n",
       "      <td>[0.0086, 0.0007]</td>\n",
       "      <td>[0.0032, 0.0001]</td>\n",
       "      <td>[0.0117, 0.0013]</td>\n",
       "      <td>[0.0364, 0.0025]</td>\n",
       "      <td>[0.0457, 0.0028]</td>\n",
       "      <td>[0.0527, 0.003]</td>\n",
       "      <td>[0.024, 0.002]</td>\n",
       "      <td>[0.086, 0.0037]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0054, 0.0003]</td>\n",
       "      <td>[0.0049, 0.0003]</td>\n",
       "      <td>[0.0084, 0.0007]</td>\n",
       "      <td>[0.0033, 0.0001]</td>\n",
       "      <td>[0.0127, 0.0014]</td>\n",
       "      <td>[0.0352, 0.0024]</td>\n",
       "      <td>[0.044, 0.0027]</td>\n",
       "      <td>[0.0525, 0.003]</td>\n",
       "      <td>[0.0239, 0.002]</td>\n",
       "      <td>[0.0869, 0.0037]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00050</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0061, 0.0003]</td>\n",
       "      <td>[0.0054, 0.0003]</td>\n",
       "      <td>[0.0092, 0.0007]</td>\n",
       "      <td>[0.0036, 0.0001]</td>\n",
       "      <td>[0.0129, 0.0014]</td>\n",
       "      <td>[0.0391, 0.0026]</td>\n",
       "      <td>[0.0493, 0.0029]</td>\n",
       "      <td>[0.0586, 0.0031]</td>\n",
       "      <td>[0.026, 0.0021]</td>\n",
       "      <td>[0.0963, 0.004]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0056, 0.0003]</td>\n",
       "      <td>[0.005, 0.0003]</td>\n",
       "      <td>[0.0088, 0.0007]</td>\n",
       "      <td>[0.0033, 0.0001]</td>\n",
       "      <td>[0.0132, 0.0014]</td>\n",
       "      <td>[0.0362, 0.0025]</td>\n",
       "      <td>[0.0452, 0.0028]</td>\n",
       "      <td>[0.0533, 0.003]</td>\n",
       "      <td>[0.0246, 0.0021]</td>\n",
       "      <td>[0.0865, 0.0037]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0055, 0.0003]</td>\n",
       "      <td>[0.0048, 0.0003]</td>\n",
       "      <td>[0.0083, 0.0007]</td>\n",
       "      <td>[0.0033, 0.0001]</td>\n",
       "      <td>[0.0125, 0.0014]</td>\n",
       "      <td>[0.0347, 0.0024]</td>\n",
       "      <td>[0.0446, 0.0027]</td>\n",
       "      <td>[0.0514, 0.0029]</td>\n",
       "      <td>[0.0234, 0.002]</td>\n",
       "      <td>[0.0867, 0.0037]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00050</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0059, 0.0003]</td>\n",
       "      <td>[0.0053, 0.0003]</td>\n",
       "      <td>[0.0086, 0.0007]</td>\n",
       "      <td>[0.0035, 0.0001]</td>\n",
       "      <td>[0.0122, 0.0014]</td>\n",
       "      <td>[0.0377, 0.0025]</td>\n",
       "      <td>[0.0477, 0.0028]</td>\n",
       "      <td>[0.0575, 0.0031]</td>\n",
       "      <td>[0.0242, 0.002]</td>\n",
       "      <td>[0.0948, 0.0039]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0057, 0.0003]</td>\n",
       "      <td>[0.005, 0.0003]</td>\n",
       "      <td>[0.0089, 0.0007]</td>\n",
       "      <td>[0.0034, 0.0001]</td>\n",
       "      <td>[0.0136, 0.0014]</td>\n",
       "      <td>[0.0371, 0.0025]</td>\n",
       "      <td>[0.0469, 0.0028]</td>\n",
       "      <td>[0.0547, 0.003]</td>\n",
       "      <td>[0.0249, 0.0021]</td>\n",
       "      <td>[0.09, 0.0038]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00001</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0054, 0.0003]</td>\n",
       "      <td>[0.0048, 0.0003]</td>\n",
       "      <td>[0.0084, 0.0007]</td>\n",
       "      <td>[0.0032, 0.0001]</td>\n",
       "      <td>[0.0122, 0.0014]</td>\n",
       "      <td>[0.0354, 0.0025]</td>\n",
       "      <td>[0.0441, 0.0027]</td>\n",
       "      <td>[0.052, 0.003]</td>\n",
       "      <td>[0.0236, 0.002]</td>\n",
       "      <td>[0.0865, 0.0037]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00001</td>\n",
       "      <td>0.00050</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0062, 0.0003]</td>\n",
       "      <td>[0.0054, 0.0003]</td>\n",
       "      <td>[0.009, 0.0007]</td>\n",
       "      <td>[0.0036, 0.0001]</td>\n",
       "      <td>[0.0135, 0.0015]</td>\n",
       "      <td>[0.0393, 0.0026]</td>\n",
       "      <td>[0.0502, 0.0029]</td>\n",
       "      <td>[0.0591, 0.0031]</td>\n",
       "      <td>[0.0257, 0.0021]</td>\n",
       "      <td>[0.0982, 0.004]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0061, 0.0003]</td>\n",
       "      <td>[0.0054, 0.0003]</td>\n",
       "      <td>[0.0098, 0.0007]</td>\n",
       "      <td>[0.0036, 0.0001]</td>\n",
       "      <td>[0.0148, 0.0015]</td>\n",
       "      <td>[0.0424, 0.0027]</td>\n",
       "      <td>[0.0519, 0.003]</td>\n",
       "      <td>[0.0603, 0.0032]</td>\n",
       "      <td>[0.0293, 0.0023]</td>\n",
       "      <td>[0.0997, 0.004]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0051, 0.0003]</td>\n",
       "      <td>[0.0046, 0.0003]</td>\n",
       "      <td>[0.0073, 0.0006]</td>\n",
       "      <td>[0.0032, 0.0001]</td>\n",
       "      <td>[0.0105, 0.0012]</td>\n",
       "      <td>[0.0313, 0.0023]</td>\n",
       "      <td>[0.0407, 0.0026]</td>\n",
       "      <td>[0.0491, 0.0029]</td>\n",
       "      <td>[0.0206, 0.0019]</td>\n",
       "      <td>[0.0849, 0.0037]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0048, 0.0003]</td>\n",
       "      <td>[0.0043, 0.0002]</td>\n",
       "      <td>[0.007, 0.0006]</td>\n",
       "      <td>[0.0031, 0.0001]</td>\n",
       "      <td>[0.0098, 0.0012]</td>\n",
       "      <td>[0.0299, 0.0023]</td>\n",
       "      <td>[0.0391, 0.0026]</td>\n",
       "      <td>[0.0463, 0.0028]</td>\n",
       "      <td>[0.0199, 0.0019]</td>\n",
       "      <td>[0.0817, 0.0036]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00050</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0056, 0.0003]</td>\n",
       "      <td>[0.0051, 0.0003]</td>\n",
       "      <td>[0.0079, 0.0006]</td>\n",
       "      <td>[0.0036, 0.0001]</td>\n",
       "      <td>[0.0115, 0.0013]</td>\n",
       "      <td>[0.0341, 0.0024]</td>\n",
       "      <td>[0.0452, 0.0027]</td>\n",
       "      <td>[0.0549, 0.003]</td>\n",
       "      <td>[0.0227, 0.002]</td>\n",
       "      <td>[0.0952, 0.0039]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0056, 0.0003]</td>\n",
       "      <td>[0.0049, 0.0003]</td>\n",
       "      <td>[0.0091, 0.0007]</td>\n",
       "      <td>[0.0032, 0.0001]</td>\n",
       "      <td>[0.014, 0.0015]</td>\n",
       "      <td>[0.0368, 0.0025]</td>\n",
       "      <td>[0.045, 0.0028]</td>\n",
       "      <td>[0.052, 0.0029]</td>\n",
       "      <td>[0.0255, 0.0021]</td>\n",
       "      <td>[0.0856, 0.0037]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0055, 0.0003]</td>\n",
       "      <td>[0.0048, 0.0003]</td>\n",
       "      <td>[0.0087, 0.0007]</td>\n",
       "      <td>[0.0033, 0.0001]</td>\n",
       "      <td>[0.0134, 0.0014]</td>\n",
       "      <td>[0.0362, 0.0025]</td>\n",
       "      <td>[0.0446, 0.0027]</td>\n",
       "      <td>[0.0521, 0.0029]</td>\n",
       "      <td>[0.0247, 0.0021]</td>\n",
       "      <td>[0.0867, 0.0038]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00050</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.006, 0.0003]</td>\n",
       "      <td>[0.0053, 0.0003]</td>\n",
       "      <td>[0.0097, 0.0007]</td>\n",
       "      <td>[0.0035, 0.0001]</td>\n",
       "      <td>[0.0137, 0.0014]</td>\n",
       "      <td>[0.0409, 0.0026]</td>\n",
       "      <td>[0.05, 0.0029]</td>\n",
       "      <td>[0.0586, 0.0031]</td>\n",
       "      <td>[0.0274, 0.0022]</td>\n",
       "      <td>[0.0961, 0.004]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0058, 0.0003]</td>\n",
       "      <td>[0.0051, 0.0003]</td>\n",
       "      <td>[0.0093, 0.0007]</td>\n",
       "      <td>[0.0034, 0.0001]</td>\n",
       "      <td>[0.0141, 0.0015]</td>\n",
       "      <td>[0.0391, 0.0026]</td>\n",
       "      <td>[0.0478, 0.0028]</td>\n",
       "      <td>[0.0556, 0.003]</td>\n",
       "      <td>[0.0256, 0.0021]</td>\n",
       "      <td>[0.09, 0.0038]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0055, 0.0003]</td>\n",
       "      <td>[0.0048, 0.0003]</td>\n",
       "      <td>[0.0089, 0.0007]</td>\n",
       "      <td>[0.0032, 0.0001]</td>\n",
       "      <td>[0.0133, 0.0014]</td>\n",
       "      <td>[0.0363, 0.0025]</td>\n",
       "      <td>[0.0449, 0.0027]</td>\n",
       "      <td>[0.0511, 0.0029]</td>\n",
       "      <td>[0.0249, 0.0021]</td>\n",
       "      <td>[0.0852, 0.0037]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00050</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0059, 0.0003]</td>\n",
       "      <td>[0.0053, 0.0003]</td>\n",
       "      <td>[0.0094, 0.0007]</td>\n",
       "      <td>[0.0034, 0.0001]</td>\n",
       "      <td>[0.014, 0.0015]</td>\n",
       "      <td>[0.0393, 0.0026]</td>\n",
       "      <td>[0.0489, 0.0029]</td>\n",
       "      <td>[0.0572, 0.0031]</td>\n",
       "      <td>[0.0267, 0.0022]</td>\n",
       "      <td>[0.0929, 0.0039]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.00001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0056, 0.0003]</td>\n",
       "      <td>[0.0049, 0.0003]</td>\n",
       "      <td>[0.0092, 0.0007]</td>\n",
       "      <td>[0.0033, 0.0001]</td>\n",
       "      <td>[0.0138, 0.0015]</td>\n",
       "      <td>[0.0373, 0.0025]</td>\n",
       "      <td>[0.0457, 0.0028]</td>\n",
       "      <td>[0.0532, 0.003]</td>\n",
       "      <td>[0.0255, 0.0021]</td>\n",
       "      <td>[0.0877, 0.0038]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.00001</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0058, 0.0003]</td>\n",
       "      <td>[0.005, 0.0003]</td>\n",
       "      <td>[0.0092, 0.0007]</td>\n",
       "      <td>[0.0033, 0.0001]</td>\n",
       "      <td>[0.0134, 0.0014]</td>\n",
       "      <td>[0.0377, 0.0025]</td>\n",
       "      <td>[0.0468, 0.0028]</td>\n",
       "      <td>[0.0542, 0.003]</td>\n",
       "      <td>[0.0258, 0.0021]</td>\n",
       "      <td>[0.0882, 0.0038]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0061, 0.0003]</td>\n",
       "      <td>[0.0054, 0.0003]</td>\n",
       "      <td>[0.0095, 0.0007]</td>\n",
       "      <td>[0.0036, 0.0001]</td>\n",
       "      <td>[0.0148, 0.0015]</td>\n",
       "      <td>[0.042, 0.0027]</td>\n",
       "      <td>[0.0523, 0.003]</td>\n",
       "      <td>[0.0607, 0.0032]</td>\n",
       "      <td>[0.0278, 0.0022]</td>\n",
       "      <td>[0.0978, 0.004]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0059, 0.0003]</td>\n",
       "      <td>[0.0052, 0.0003]</td>\n",
       "      <td>[0.0093, 0.0007]</td>\n",
       "      <td>[0.0035, 0.0001]</td>\n",
       "      <td>[0.0141, 0.0015]</td>\n",
       "      <td>[0.0399, 0.0026]</td>\n",
       "      <td>[0.0499, 0.0029]</td>\n",
       "      <td>[0.0584, 0.0031]</td>\n",
       "      <td>[0.0276, 0.0022]</td>\n",
       "      <td>[0.0954, 0.0039]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0053, 0.0003]</td>\n",
       "      <td>[0.0047, 0.0003]</td>\n",
       "      <td>[0.008, 0.0006]</td>\n",
       "      <td>[0.0033, 0.0001]</td>\n",
       "      <td>[0.0119, 0.0013]</td>\n",
       "      <td>[0.0339, 0.0024]</td>\n",
       "      <td>[0.0428, 0.0027]</td>\n",
       "      <td>[0.0506, 0.0029]</td>\n",
       "      <td>[0.0225, 0.002]</td>\n",
       "      <td>[0.0877, 0.0038]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00050</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0058, 0.0003]</td>\n",
       "      <td>[0.0052, 0.0003]</td>\n",
       "      <td>[0.0087, 0.0007]</td>\n",
       "      <td>[0.0036, 0.0001]</td>\n",
       "      <td>[0.0134, 0.0014]</td>\n",
       "      <td>[0.0379, 0.0025]</td>\n",
       "      <td>[0.0479, 0.0028]</td>\n",
       "      <td>[0.0566, 0.0031]</td>\n",
       "      <td>[0.0243, 0.002]</td>\n",
       "      <td>[0.0963, 0.0039]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.00001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0056, 0.0003]</td>\n",
       "      <td>[0.0049, 0.0003]</td>\n",
       "      <td>[0.0083, 0.0006]</td>\n",
       "      <td>[0.0033, 0.0001]</td>\n",
       "      <td>[0.0129, 0.0014]</td>\n",
       "      <td>[0.0359, 0.0025]</td>\n",
       "      <td>[0.0455, 0.0028]</td>\n",
       "      <td>[0.0528, 0.003]</td>\n",
       "      <td>[0.0236, 0.002]</td>\n",
       "      <td>[0.0885, 0.0038]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.00001</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0055, 0.0003]</td>\n",
       "      <td>[0.0049, 0.0003]</td>\n",
       "      <td>[0.0083, 0.0007]</td>\n",
       "      <td>[0.0033, 0.0001]</td>\n",
       "      <td>[0.012, 0.0014]</td>\n",
       "      <td>[0.0359, 0.0025]</td>\n",
       "      <td>[0.0455, 0.0028]</td>\n",
       "      <td>[0.0531, 0.003]</td>\n",
       "      <td>[0.024, 0.0021]</td>\n",
       "      <td>[0.0873, 0.0038]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.00001</td>\n",
       "      <td>0.00050</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.006, 0.0003]</td>\n",
       "      <td>[0.0054, 0.0003]</td>\n",
       "      <td>[0.0086, 0.0007]</td>\n",
       "      <td>[0.0036, 0.0001]</td>\n",
       "      <td>[0.0118, 0.0013]</td>\n",
       "      <td>[0.0374, 0.0025]</td>\n",
       "      <td>[0.0493, 0.0029]</td>\n",
       "      <td>[0.059, 0.0031]</td>\n",
       "      <td>[0.0246, 0.0021]</td>\n",
       "      <td>[0.0968, 0.004]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0063, 0.0003]</td>\n",
       "      <td>[0.0055, 0.0003]</td>\n",
       "      <td>[0.0095, 0.0007]</td>\n",
       "      <td>[0.0036, 0.0001]</td>\n",
       "      <td>[0.0148, 0.0015]</td>\n",
       "      <td>[0.0415, 0.0027]</td>\n",
       "      <td>[0.0528, 0.003]</td>\n",
       "      <td>[0.0611, 0.0032]</td>\n",
       "      <td>[0.0277, 0.0022]</td>\n",
       "      <td>[0.0978, 0.004]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0058, 0.0003]</td>\n",
       "      <td>[0.0051, 0.0003]</td>\n",
       "      <td>[0.0089, 0.0007]</td>\n",
       "      <td>[0.0033, 0.0001]</td>\n",
       "      <td>[0.0146, 0.0015]</td>\n",
       "      <td>[0.0395, 0.0026]</td>\n",
       "      <td>[0.0492, 0.0029]</td>\n",
       "      <td>[0.0576, 0.0031]</td>\n",
       "      <td>[0.0265, 0.0022]</td>\n",
       "      <td>[0.0918, 0.0039]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.006, 0.0003]</td>\n",
       "      <td>[0.0053, 0.0003]</td>\n",
       "      <td>[0.0097, 0.0007]</td>\n",
       "      <td>[0.0034, 0.0001]</td>\n",
       "      <td>[0.0163, 0.0017]</td>\n",
       "      <td>[0.0423, 0.0027]</td>\n",
       "      <td>[0.0517, 0.003]</td>\n",
       "      <td>[0.0598, 0.0032]</td>\n",
       "      <td>[0.0293, 0.0023]</td>\n",
       "      <td>[0.0953, 0.0039]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0061, 0.0003]</td>\n",
       "      <td>[0.0053, 0.0003]</td>\n",
       "      <td>[0.01, 0.0007]</td>\n",
       "      <td>[0.0035, 0.0001]</td>\n",
       "      <td>[0.0151, 0.0015]</td>\n",
       "      <td>[0.0416, 0.0027]</td>\n",
       "      <td>[0.0506, 0.0029]</td>\n",
       "      <td>[0.0587, 0.0031]</td>\n",
       "      <td>[0.0295, 0.0023]</td>\n",
       "      <td>[0.0961, 0.004]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0062, 0.0003]</td>\n",
       "      <td>[0.0054, 0.0003]</td>\n",
       "      <td>[0.0095, 0.0007]</td>\n",
       "      <td>[0.0036, 0.0001]</td>\n",
       "      <td>[0.0148, 0.0016]</td>\n",
       "      <td>[0.0421, 0.0027]</td>\n",
       "      <td>[0.0521, 0.003]</td>\n",
       "      <td>[0.0607, 0.0032]</td>\n",
       "      <td>[0.0281, 0.0022]</td>\n",
       "      <td>[0.0998, 0.004]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0061, 0.0003]</td>\n",
       "      <td>[0.0053, 0.0003]</td>\n",
       "      <td>[0.01, 0.0007]</td>\n",
       "      <td>[0.0035, 0.0001]</td>\n",
       "      <td>[0.0156, 0.0016]</td>\n",
       "      <td>[0.0438, 0.0028]</td>\n",
       "      <td>[0.0527, 0.003]</td>\n",
       "      <td>[0.0601, 0.0032]</td>\n",
       "      <td>[0.0297, 0.0023]</td>\n",
       "      <td>[0.0965, 0.004]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0061, 0.0003]</td>\n",
       "      <td>[0.0054, 0.0003]</td>\n",
       "      <td>[0.0097, 0.0007]</td>\n",
       "      <td>[0.0035, 0.0001]</td>\n",
       "      <td>[0.0153, 0.0016]</td>\n",
       "      <td>[0.0415, 0.0027]</td>\n",
       "      <td>[0.0515, 0.003]</td>\n",
       "      <td>[0.0605, 0.0032]</td>\n",
       "      <td>[0.028, 0.0022]</td>\n",
       "      <td>[0.097, 0.004]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0056, 0.0003]</td>\n",
       "      <td>[0.0049, 0.0003]</td>\n",
       "      <td>[0.0084, 0.0007]</td>\n",
       "      <td>[0.0033, 0.0001]</td>\n",
       "      <td>[0.0129, 0.0014]</td>\n",
       "      <td>[0.0355, 0.0024]</td>\n",
       "      <td>[0.0456, 0.0028]</td>\n",
       "      <td>[0.0527, 0.003]</td>\n",
       "      <td>[0.0239, 0.002]</td>\n",
       "      <td>[0.0873, 0.0038]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0056, 0.0003]</td>\n",
       "      <td>[0.005, 0.0003]</td>\n",
       "      <td>[0.0088, 0.0007]</td>\n",
       "      <td>[0.0034, 0.0001]</td>\n",
       "      <td>[0.0122, 0.0014]</td>\n",
       "      <td>[0.0359, 0.0025]</td>\n",
       "      <td>[0.0459, 0.0028]</td>\n",
       "      <td>[0.0537, 0.003]</td>\n",
       "      <td>[0.0247, 0.0021]</td>\n",
       "      <td>[0.0894, 0.0038]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00050</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0057, 0.0003]</td>\n",
       "      <td>[0.0051, 0.0003]</td>\n",
       "      <td>[0.0088, 0.0007]</td>\n",
       "      <td>[0.0036, 0.0001]</td>\n",
       "      <td>[0.0128, 0.0014]</td>\n",
       "      <td>[0.0376, 0.0025]</td>\n",
       "      <td>[0.0474, 0.0028]</td>\n",
       "      <td>[0.0559, 0.0031]</td>\n",
       "      <td>[0.0251, 0.0021]</td>\n",
       "      <td>[0.0962, 0.004]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0056, 0.0003]</td>\n",
       "      <td>[0.0049, 0.0003]</td>\n",
       "      <td>[0.0085, 0.0007]</td>\n",
       "      <td>[0.0033, 0.0001]</td>\n",
       "      <td>[0.0132, 0.0014]</td>\n",
       "      <td>[0.0359, 0.0025]</td>\n",
       "      <td>[0.0454, 0.0028]</td>\n",
       "      <td>[0.0536, 0.003]</td>\n",
       "      <td>[0.0241, 0.002]</td>\n",
       "      <td>[0.0876, 0.0038]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0054, 0.0003]</td>\n",
       "      <td>[0.0048, 0.0003]</td>\n",
       "      <td>[0.0083, 0.0006]</td>\n",
       "      <td>[0.0032, 0.0001]</td>\n",
       "      <td>[0.0126, 0.0014]</td>\n",
       "      <td>[0.0347, 0.0024]</td>\n",
       "      <td>[0.0439, 0.0027]</td>\n",
       "      <td>[0.0513, 0.0029]</td>\n",
       "      <td>[0.0233, 0.002]</td>\n",
       "      <td>[0.0856, 0.0037]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00050</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0059, 0.0003]</td>\n",
       "      <td>[0.0053, 0.0003]</td>\n",
       "      <td>[0.0089, 0.0007]</td>\n",
       "      <td>[0.0036, 0.0001]</td>\n",
       "      <td>[0.0127, 0.0014]</td>\n",
       "      <td>[0.0379, 0.0025]</td>\n",
       "      <td>[0.0482, 0.0029]</td>\n",
       "      <td>[0.0574, 0.0031]</td>\n",
       "      <td>[0.0247, 0.0021]</td>\n",
       "      <td>[0.0957, 0.0039]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.00001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0053, 0.0003]</td>\n",
       "      <td>[0.0047, 0.0003]</td>\n",
       "      <td>[0.0086, 0.0007]</td>\n",
       "      <td>[0.0032, 0.0001]</td>\n",
       "      <td>[0.0125, 0.0014]</td>\n",
       "      <td>[0.0347, 0.0024]</td>\n",
       "      <td>[0.0433, 0.0027]</td>\n",
       "      <td>[0.0509, 0.0029]</td>\n",
       "      <td>[0.0243, 0.002]</td>\n",
       "      <td>[0.0844, 0.0037]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.00001</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0055, 0.0003]</td>\n",
       "      <td>[0.0049, 0.0003]</td>\n",
       "      <td>[0.0085, 0.0007]</td>\n",
       "      <td>[0.0033, 0.0001]</td>\n",
       "      <td>[0.0132, 0.0014]</td>\n",
       "      <td>[0.0356, 0.0025]</td>\n",
       "      <td>[0.045, 0.0028]</td>\n",
       "      <td>[0.0527, 0.003]</td>\n",
       "      <td>[0.0242, 0.002]</td>\n",
       "      <td>[0.0876, 0.0038]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.006, 0.0003]</td>\n",
       "      <td>[0.0053, 0.0003]</td>\n",
       "      <td>[0.0089, 0.0007]</td>\n",
       "      <td>[0.0036, 0.0001]</td>\n",
       "      <td>[0.013, 0.0014]</td>\n",
       "      <td>[0.0393, 0.0026]</td>\n",
       "      <td>[0.0503, 0.0029]</td>\n",
       "      <td>[0.0594, 0.0032]</td>\n",
       "      <td>[0.0263, 0.0021]</td>\n",
       "      <td>[0.0979, 0.004]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0057, 0.0003]</td>\n",
       "      <td>[0.005, 0.0003]</td>\n",
       "      <td>[0.0094, 0.0007]</td>\n",
       "      <td>[0.0033, 0.0001]</td>\n",
       "      <td>[0.015, 0.0015]</td>\n",
       "      <td>[0.0378, 0.0025]</td>\n",
       "      <td>[0.0464, 0.0028]</td>\n",
       "      <td>[0.0546, 0.003]</td>\n",
       "      <td>[0.0264, 0.0021]</td>\n",
       "      <td>[0.0885, 0.0038]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.3</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.006, 0.0003]</td>\n",
       "      <td>[0.0054, 0.0003]</td>\n",
       "      <td>[0.0101, 0.0007]</td>\n",
       "      <td>[0.0035, 0.0001]</td>\n",
       "      <td>[0.0159, 0.0016]</td>\n",
       "      <td>[0.0416, 0.0027]</td>\n",
       "      <td>[0.0502, 0.0029]</td>\n",
       "      <td>[0.0595, 0.0031]</td>\n",
       "      <td>[0.029, 0.0022]</td>\n",
       "      <td>[0.0938, 0.0039]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.4</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0064, 0.0003]</td>\n",
       "      <td>[0.0057, 0.0003]</td>\n",
       "      <td>[0.0103, 0.0007]</td>\n",
       "      <td>[0.0037, 0.0001]</td>\n",
       "      <td>[0.0159, 0.0016]</td>\n",
       "      <td>[0.0434, 0.0027]</td>\n",
       "      <td>[0.0533, 0.003]</td>\n",
       "      <td>[0.062, 0.0032]</td>\n",
       "      <td>[0.0292, 0.0022]</td>\n",
       "      <td>[0.099, 0.004]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.1</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0059, 0.0003]</td>\n",
       "      <td>[0.0052, 0.0003]</td>\n",
       "      <td>[0.0098, 0.0007]</td>\n",
       "      <td>[0.0034, 0.0001]</td>\n",
       "      <td>[0.0146, 0.0015]</td>\n",
       "      <td>[0.0404, 0.0026]</td>\n",
       "      <td>[0.0492, 0.0029]</td>\n",
       "      <td>[0.0568, 0.0031]</td>\n",
       "      <td>[0.0279, 0.0022]</td>\n",
       "      <td>[0.0915, 0.0038]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.1</td>\n",
       "      <td>32</td>\n",
       "      <td>0.3</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0064, 0.0003]</td>\n",
       "      <td>[0.0057, 0.0003]</td>\n",
       "      <td>[0.0104, 0.0007]</td>\n",
       "      <td>[0.0037, 0.0001]</td>\n",
       "      <td>[0.0153, 0.0015]</td>\n",
       "      <td>[0.0428, 0.0027]</td>\n",
       "      <td>[0.0534, 0.003]</td>\n",
       "      <td>[0.0628, 0.0032]</td>\n",
       "      <td>[0.0297, 0.0023]</td>\n",
       "      <td>[0.1002, 0.004]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.1</td>\n",
       "      <td>32</td>\n",
       "      <td>0.4</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0066, 0.0003]</td>\n",
       "      <td>[0.0058, 0.0003]</td>\n",
       "      <td>[0.0107, 0.0007]</td>\n",
       "      <td>[0.0038, 0.0001]</td>\n",
       "      <td>[0.0154, 0.0015]</td>\n",
       "      <td>[0.0446, 0.0027]</td>\n",
       "      <td>[0.0541, 0.003]</td>\n",
       "      <td>[0.0629, 0.0032]</td>\n",
       "      <td>[0.0305, 0.0023]</td>\n",
       "      <td>[0.1019, 0.004]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>1.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0064, 0.0003]</td>\n",
       "      <td>[0.0057, 0.0003]</td>\n",
       "      <td>[0.0104, 0.0007]</td>\n",
       "      <td>[0.0038, 0.0001]</td>\n",
       "      <td>[0.0153, 0.0015]</td>\n",
       "      <td>[0.0442, 0.0028]</td>\n",
       "      <td>[0.0538, 0.003]</td>\n",
       "      <td>[0.0627, 0.0033]</td>\n",
       "      <td>[0.0302, 0.0023]</td>\n",
       "      <td>[0.1016, 0.004]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>1.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.3</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0066, 0.0003]</td>\n",
       "      <td>[0.0058, 0.0003]</td>\n",
       "      <td>[0.0106, 0.0007]</td>\n",
       "      <td>[0.0039, 0.0001]</td>\n",
       "      <td>[0.0154, 0.0015]</td>\n",
       "      <td>[0.0445, 0.0028]</td>\n",
       "      <td>[0.0548, 0.003]</td>\n",
       "      <td>[0.0632, 0.0033]</td>\n",
       "      <td>[0.0304, 0.0023]</td>\n",
       "      <td>[0.1047, 0.0041]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>1.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.4</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0067, 0.0004]</td>\n",
       "      <td>[0.0059, 0.0003]</td>\n",
       "      <td>[0.011, 0.0008]</td>\n",
       "      <td>[0.0039, 0.0002]</td>\n",
       "      <td>[0.0154, 0.0015]</td>\n",
       "      <td>[0.045, 0.0028]</td>\n",
       "      <td>[0.0557, 0.0031]</td>\n",
       "      <td>[0.0647, 0.0033]</td>\n",
       "      <td>[0.0313, 0.0023]</td>\n",
       "      <td>[0.1064, 0.0041]</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>29840 rows × 27 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "   model similarity  alpha  batch_size  corruption  epoch  iteration  \\\n",
       "0    MMP     Cosine    0.0          32         0.2    300         10   \n",
       "1    MMP     Cosine    0.0          32         0.2    300         10   \n",
       "2    MMP     Cosine    0.0          32         0.2    300         10   \n",
       "3    MMP     Cosine    0.0          32         0.2    300         10   \n",
       "4    MMP     Cosine    0.0          32         0.2    300         10   \n",
       "..   ...        ...    ...         ...         ...    ...        ...   \n",
       "93   MMP     Cosine    0.1          32         0.3    300         10   \n",
       "94   MMP     Cosine    0.1          32         0.4    300         10   \n",
       "95   MMP     Cosine    1.0          32         0.2    300         10   \n",
       "96   MMP     Cosine    1.0          32         0.3    300         10   \n",
       "97   MMP     Cosine    1.0          32         0.4    300         10   \n",
       "\n",
       "    key_dimension  lambda  learning_rate  ...      Precision@15  \\\n",
       "0               4  0.0010        0.00005  ...  [0.0059, 0.0003]   \n",
       "1               4  0.0010        0.00010  ...  [0.0057, 0.0003]   \n",
       "2               5  0.0010        0.00005  ...  [0.0061, 0.0003]   \n",
       "3               5  0.0010        0.00005  ...  [0.0061, 0.0003]   \n",
       "4               5  0.0010        0.00010  ...   [0.006, 0.0003]   \n",
       "..            ...     ...            ...  ...               ...   \n",
       "93              3  0.0001        0.00005  ...  [0.0064, 0.0003]   \n",
       "94              3  0.0001        0.00005  ...  [0.0066, 0.0003]   \n",
       "95              3  0.0001        0.00005  ...  [0.0064, 0.0003]   \n",
       "96              3  0.0001        0.00005  ...  [0.0066, 0.0003]   \n",
       "97              3  0.0001        0.00005  ...  [0.0067, 0.0004]   \n",
       "\n",
       "        Precision@20       Precision@5      Precision@50       R-Precision  \\\n",
       "0   [0.0052, 0.0003]  [0.0092, 0.0007]  [0.0036, 0.0001]  [0.0128, 0.0014]   \n",
       "1   [0.0051, 0.0003]  [0.0086, 0.0007]  [0.0035, 0.0001]  [0.0133, 0.0014]   \n",
       "2   [0.0053, 0.0003]  [0.0097, 0.0007]  [0.0035, 0.0001]  [0.0147, 0.0015]   \n",
       "3   [0.0054, 0.0003]    [0.01, 0.0007]  [0.0036, 0.0001]  [0.0158, 0.0016]   \n",
       "4   [0.0052, 0.0003]  [0.0094, 0.0007]  [0.0035, 0.0001]  [0.0141, 0.0015]   \n",
       "..               ...               ...               ...               ...   \n",
       "93  [0.0057, 0.0003]  [0.0104, 0.0007]  [0.0037, 0.0001]  [0.0153, 0.0015]   \n",
       "94  [0.0058, 0.0003]  [0.0107, 0.0007]  [0.0038, 0.0001]  [0.0154, 0.0015]   \n",
       "95  [0.0057, 0.0003]  [0.0104, 0.0007]  [0.0038, 0.0001]  [0.0153, 0.0015]   \n",
       "96  [0.0058, 0.0003]  [0.0106, 0.0007]  [0.0039, 0.0001]  [0.0154, 0.0015]   \n",
       "97  [0.0059, 0.0003]   [0.011, 0.0008]  [0.0039, 0.0002]  [0.0154, 0.0015]   \n",
       "\n",
       "           Recall@10         Recall@15         Recall@20          Recall@5  \\\n",
       "0   [0.0392, 0.0026]  [0.0501, 0.0029]   [0.059, 0.0032]  [0.0268, 0.0022]   \n",
       "1    [0.038, 0.0026]  [0.0479, 0.0028]  [0.0573, 0.0031]   [0.025, 0.0021]   \n",
       "2   [0.0417, 0.0027]   [0.0517, 0.003]    [0.06, 0.0032]  [0.0289, 0.0023]   \n",
       "3   [0.0423, 0.0027]   [0.0519, 0.003]  [0.0606, 0.0032]  [0.0293, 0.0023]   \n",
       "4   [0.0404, 0.0026]  [0.0505, 0.0029]  [0.0583, 0.0031]  [0.0273, 0.0022]   \n",
       "..               ...               ...               ...               ...   \n",
       "93  [0.0428, 0.0027]   [0.0534, 0.003]  [0.0628, 0.0032]  [0.0297, 0.0023]   \n",
       "94  [0.0446, 0.0027]   [0.0541, 0.003]  [0.0629, 0.0032]  [0.0305, 0.0023]   \n",
       "95  [0.0442, 0.0028]   [0.0538, 0.003]  [0.0627, 0.0033]  [0.0302, 0.0023]   \n",
       "96  [0.0445, 0.0028]   [0.0548, 0.003]  [0.0632, 0.0033]  [0.0304, 0.0023]   \n",
       "97   [0.045, 0.0028]  [0.0557, 0.0031]  [0.0647, 0.0033]  [0.0313, 0.0023]   \n",
       "\n",
       "           Recall@50  \n",
       "0    [0.0971, 0.004]  \n",
       "1    [0.0963, 0.004]  \n",
       "2    [0.0959, 0.004]  \n",
       "3    [0.0981, 0.004]  \n",
       "4   [0.0944, 0.0039]  \n",
       "..               ...  \n",
       "93   [0.1002, 0.004]  \n",
       "94   [0.1019, 0.004]  \n",
       "95   [0.1016, 0.004]  \n",
       "96  [0.1047, 0.0041]  \n",
       "97  [0.1064, 0.0041]  \n",
       "\n",
       "[29840 rows x 27 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tmp"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "deduplicated_tmp = tmp.drop_duplicates()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>model</th>\n",
       "      <th>similarity</th>\n",
       "      <th>alpha</th>\n",
       "      <th>batch_size</th>\n",
       "      <th>corruption</th>\n",
       "      <th>epoch</th>\n",
       "      <th>iteration</th>\n",
       "      <th>key_dimension</th>\n",
       "      <th>lambda</th>\n",
       "      <th>learning_rate</th>\n",
       "      <th>...</th>\n",
       "      <th>Precision@15</th>\n",
       "      <th>Precision@20</th>\n",
       "      <th>Precision@5</th>\n",
       "      <th>Precision@50</th>\n",
       "      <th>R-Precision</th>\n",
       "      <th>Recall@10</th>\n",
       "      <th>Recall@15</th>\n",
       "      <th>Recall@20</th>\n",
       "      <th>Recall@5</th>\n",
       "      <th>Recall@50</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0059, 0.0003]</td>\n",
       "      <td>[0.0052, 0.0003]</td>\n",
       "      <td>[0.0092, 0.0007]</td>\n",
       "      <td>[0.0036, 0.0001]</td>\n",
       "      <td>[0.0128, 0.0014]</td>\n",
       "      <td>[0.0392, 0.0026]</td>\n",
       "      <td>[0.0501, 0.0029]</td>\n",
       "      <td>[0.059, 0.0032]</td>\n",
       "      <td>[0.0268, 0.0022]</td>\n",
       "      <td>[0.0971, 0.004]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0057, 0.0003]</td>\n",
       "      <td>[0.0051, 0.0003]</td>\n",
       "      <td>[0.0086, 0.0007]</td>\n",
       "      <td>[0.0035, 0.0001]</td>\n",
       "      <td>[0.0133, 0.0014]</td>\n",
       "      <td>[0.038, 0.0026]</td>\n",
       "      <td>[0.0479, 0.0028]</td>\n",
       "      <td>[0.0573, 0.0031]</td>\n",
       "      <td>[0.025, 0.0021]</td>\n",
       "      <td>[0.0963, 0.004]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0061, 0.0003]</td>\n",
       "      <td>[0.0053, 0.0003]</td>\n",
       "      <td>[0.0097, 0.0007]</td>\n",
       "      <td>[0.0035, 0.0001]</td>\n",
       "      <td>[0.0147, 0.0015]</td>\n",
       "      <td>[0.0417, 0.0027]</td>\n",
       "      <td>[0.0517, 0.003]</td>\n",
       "      <td>[0.06, 0.0032]</td>\n",
       "      <td>[0.0289, 0.0023]</td>\n",
       "      <td>[0.0959, 0.004]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0061, 0.0003]</td>\n",
       "      <td>[0.0054, 0.0003]</td>\n",
       "      <td>[0.01, 0.0007]</td>\n",
       "      <td>[0.0036, 0.0001]</td>\n",
       "      <td>[0.0158, 0.0016]</td>\n",
       "      <td>[0.0423, 0.0027]</td>\n",
       "      <td>[0.0519, 0.003]</td>\n",
       "      <td>[0.0606, 0.0032]</td>\n",
       "      <td>[0.0293, 0.0023]</td>\n",
       "      <td>[0.0981, 0.004]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.006, 0.0003]</td>\n",
       "      <td>[0.0052, 0.0003]</td>\n",
       "      <td>[0.0094, 0.0007]</td>\n",
       "      <td>[0.0035, 0.0001]</td>\n",
       "      <td>[0.0141, 0.0015]</td>\n",
       "      <td>[0.0404, 0.0026]</td>\n",
       "      <td>[0.0505, 0.0029]</td>\n",
       "      <td>[0.0583, 0.0031]</td>\n",
       "      <td>[0.0273, 0.0022]</td>\n",
       "      <td>[0.0944, 0.0039]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0058, 0.0003]</td>\n",
       "      <td>[0.0051, 0.0003]</td>\n",
       "      <td>[0.0095, 0.0007]</td>\n",
       "      <td>[0.0034, 0.0001]</td>\n",
       "      <td>[0.0162, 0.0016]</td>\n",
       "      <td>[0.0417, 0.0027]</td>\n",
       "      <td>[0.0508, 0.003]</td>\n",
       "      <td>[0.0594, 0.0032]</td>\n",
       "      <td>[0.0289, 0.0023]</td>\n",
       "      <td>[0.0942, 0.0039]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.006, 0.0003]</td>\n",
       "      <td>[0.0053, 0.0003]</td>\n",
       "      <td>[0.01, 0.0007]</td>\n",
       "      <td>[0.0035, 0.0001]</td>\n",
       "      <td>[0.0153, 0.0016]</td>\n",
       "      <td>[0.0411, 0.0027]</td>\n",
       "      <td>[0.0508, 0.0029]</td>\n",
       "      <td>[0.0592, 0.0032]</td>\n",
       "      <td>[0.0295, 0.0023]</td>\n",
       "      <td>[0.095, 0.0039]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0056, 0.0003]</td>\n",
       "      <td>[0.0049, 0.0003]</td>\n",
       "      <td>[0.0086, 0.0007]</td>\n",
       "      <td>[0.0032, 0.0001]</td>\n",
       "      <td>[0.0117, 0.0013]</td>\n",
       "      <td>[0.0364, 0.0025]</td>\n",
       "      <td>[0.0457, 0.0028]</td>\n",
       "      <td>[0.0527, 0.003]</td>\n",
       "      <td>[0.024, 0.002]</td>\n",
       "      <td>[0.086, 0.0037]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0054, 0.0003]</td>\n",
       "      <td>[0.0049, 0.0003]</td>\n",
       "      <td>[0.0084, 0.0007]</td>\n",
       "      <td>[0.0033, 0.0001]</td>\n",
       "      <td>[0.0127, 0.0014]</td>\n",
       "      <td>[0.0352, 0.0024]</td>\n",
       "      <td>[0.044, 0.0027]</td>\n",
       "      <td>[0.0525, 0.003]</td>\n",
       "      <td>[0.0239, 0.002]</td>\n",
       "      <td>[0.0869, 0.0037]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00050</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0061, 0.0003]</td>\n",
       "      <td>[0.0054, 0.0003]</td>\n",
       "      <td>[0.0092, 0.0007]</td>\n",
       "      <td>[0.0036, 0.0001]</td>\n",
       "      <td>[0.0129, 0.0014]</td>\n",
       "      <td>[0.0391, 0.0026]</td>\n",
       "      <td>[0.0493, 0.0029]</td>\n",
       "      <td>[0.0586, 0.0031]</td>\n",
       "      <td>[0.026, 0.0021]</td>\n",
       "      <td>[0.0963, 0.004]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0056, 0.0003]</td>\n",
       "      <td>[0.005, 0.0003]</td>\n",
       "      <td>[0.0088, 0.0007]</td>\n",
       "      <td>[0.0033, 0.0001]</td>\n",
       "      <td>[0.0132, 0.0014]</td>\n",
       "      <td>[0.0362, 0.0025]</td>\n",
       "      <td>[0.0452, 0.0028]</td>\n",
       "      <td>[0.0533, 0.003]</td>\n",
       "      <td>[0.0246, 0.0021]</td>\n",
       "      <td>[0.0865, 0.0037]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0055, 0.0003]</td>\n",
       "      <td>[0.0048, 0.0003]</td>\n",
       "      <td>[0.0083, 0.0007]</td>\n",
       "      <td>[0.0033, 0.0001]</td>\n",
       "      <td>[0.0125, 0.0014]</td>\n",
       "      <td>[0.0347, 0.0024]</td>\n",
       "      <td>[0.0446, 0.0027]</td>\n",
       "      <td>[0.0514, 0.0029]</td>\n",
       "      <td>[0.0234, 0.002]</td>\n",
       "      <td>[0.0867, 0.0037]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00050</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0059, 0.0003]</td>\n",
       "      <td>[0.0053, 0.0003]</td>\n",
       "      <td>[0.0086, 0.0007]</td>\n",
       "      <td>[0.0035, 0.0001]</td>\n",
       "      <td>[0.0122, 0.0014]</td>\n",
       "      <td>[0.0377, 0.0025]</td>\n",
       "      <td>[0.0477, 0.0028]</td>\n",
       "      <td>[0.0575, 0.0031]</td>\n",
       "      <td>[0.0242, 0.002]</td>\n",
       "      <td>[0.0948, 0.0039]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0057, 0.0003]</td>\n",
       "      <td>[0.005, 0.0003]</td>\n",
       "      <td>[0.0089, 0.0007]</td>\n",
       "      <td>[0.0034, 0.0001]</td>\n",
       "      <td>[0.0136, 0.0014]</td>\n",
       "      <td>[0.0371, 0.0025]</td>\n",
       "      <td>[0.0469, 0.0028]</td>\n",
       "      <td>[0.0547, 0.003]</td>\n",
       "      <td>[0.0249, 0.0021]</td>\n",
       "      <td>[0.09, 0.0038]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00001</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0054, 0.0003]</td>\n",
       "      <td>[0.0048, 0.0003]</td>\n",
       "      <td>[0.0084, 0.0007]</td>\n",
       "      <td>[0.0032, 0.0001]</td>\n",
       "      <td>[0.0122, 0.0014]</td>\n",
       "      <td>[0.0354, 0.0025]</td>\n",
       "      <td>[0.0441, 0.0027]</td>\n",
       "      <td>[0.052, 0.003]</td>\n",
       "      <td>[0.0236, 0.002]</td>\n",
       "      <td>[0.0865, 0.0037]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00001</td>\n",
       "      <td>0.00050</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0062, 0.0003]</td>\n",
       "      <td>[0.0054, 0.0003]</td>\n",
       "      <td>[0.009, 0.0007]</td>\n",
       "      <td>[0.0036, 0.0001]</td>\n",
       "      <td>[0.0135, 0.0015]</td>\n",
       "      <td>[0.0393, 0.0026]</td>\n",
       "      <td>[0.0502, 0.0029]</td>\n",
       "      <td>[0.0591, 0.0031]</td>\n",
       "      <td>[0.0257, 0.0021]</td>\n",
       "      <td>[0.0982, 0.004]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0061, 0.0003]</td>\n",
       "      <td>[0.0054, 0.0003]</td>\n",
       "      <td>[0.0098, 0.0007]</td>\n",
       "      <td>[0.0036, 0.0001]</td>\n",
       "      <td>[0.0148, 0.0015]</td>\n",
       "      <td>[0.0424, 0.0027]</td>\n",
       "      <td>[0.0519, 0.003]</td>\n",
       "      <td>[0.0603, 0.0032]</td>\n",
       "      <td>[0.0293, 0.0023]</td>\n",
       "      <td>[0.0997, 0.004]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0051, 0.0003]</td>\n",
       "      <td>[0.0046, 0.0003]</td>\n",
       "      <td>[0.0073, 0.0006]</td>\n",
       "      <td>[0.0032, 0.0001]</td>\n",
       "      <td>[0.0105, 0.0012]</td>\n",
       "      <td>[0.0313, 0.0023]</td>\n",
       "      <td>[0.0407, 0.0026]</td>\n",
       "      <td>[0.0491, 0.0029]</td>\n",
       "      <td>[0.0206, 0.0019]</td>\n",
       "      <td>[0.0849, 0.0037]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0048, 0.0003]</td>\n",
       "      <td>[0.0043, 0.0002]</td>\n",
       "      <td>[0.007, 0.0006]</td>\n",
       "      <td>[0.0031, 0.0001]</td>\n",
       "      <td>[0.0098, 0.0012]</td>\n",
       "      <td>[0.0299, 0.0023]</td>\n",
       "      <td>[0.0391, 0.0026]</td>\n",
       "      <td>[0.0463, 0.0028]</td>\n",
       "      <td>[0.0199, 0.0019]</td>\n",
       "      <td>[0.0817, 0.0036]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00050</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0056, 0.0003]</td>\n",
       "      <td>[0.0051, 0.0003]</td>\n",
       "      <td>[0.0079, 0.0006]</td>\n",
       "      <td>[0.0036, 0.0001]</td>\n",
       "      <td>[0.0115, 0.0013]</td>\n",
       "      <td>[0.0341, 0.0024]</td>\n",
       "      <td>[0.0452, 0.0027]</td>\n",
       "      <td>[0.0549, 0.003]</td>\n",
       "      <td>[0.0227, 0.002]</td>\n",
       "      <td>[0.0952, 0.0039]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0056, 0.0003]</td>\n",
       "      <td>[0.0049, 0.0003]</td>\n",
       "      <td>[0.0091, 0.0007]</td>\n",
       "      <td>[0.0032, 0.0001]</td>\n",
       "      <td>[0.014, 0.0015]</td>\n",
       "      <td>[0.0368, 0.0025]</td>\n",
       "      <td>[0.045, 0.0028]</td>\n",
       "      <td>[0.052, 0.0029]</td>\n",
       "      <td>[0.0255, 0.0021]</td>\n",
       "      <td>[0.0856, 0.0037]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0055, 0.0003]</td>\n",
       "      <td>[0.0048, 0.0003]</td>\n",
       "      <td>[0.0087, 0.0007]</td>\n",
       "      <td>[0.0033, 0.0001]</td>\n",
       "      <td>[0.0134, 0.0014]</td>\n",
       "      <td>[0.0362, 0.0025]</td>\n",
       "      <td>[0.0446, 0.0027]</td>\n",
       "      <td>[0.0521, 0.0029]</td>\n",
       "      <td>[0.0247, 0.0021]</td>\n",
       "      <td>[0.0867, 0.0038]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00050</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.006, 0.0003]</td>\n",
       "      <td>[0.0053, 0.0003]</td>\n",
       "      <td>[0.0097, 0.0007]</td>\n",
       "      <td>[0.0035, 0.0001]</td>\n",
       "      <td>[0.0137, 0.0014]</td>\n",
       "      <td>[0.0409, 0.0026]</td>\n",
       "      <td>[0.05, 0.0029]</td>\n",
       "      <td>[0.0586, 0.0031]</td>\n",
       "      <td>[0.0274, 0.0022]</td>\n",
       "      <td>[0.0961, 0.004]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0058, 0.0003]</td>\n",
       "      <td>[0.0051, 0.0003]</td>\n",
       "      <td>[0.0093, 0.0007]</td>\n",
       "      <td>[0.0034, 0.0001]</td>\n",
       "      <td>[0.0141, 0.0015]</td>\n",
       "      <td>[0.0391, 0.0026]</td>\n",
       "      <td>[0.0478, 0.0028]</td>\n",
       "      <td>[0.0556, 0.003]</td>\n",
       "      <td>[0.0256, 0.0021]</td>\n",
       "      <td>[0.09, 0.0038]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0055, 0.0003]</td>\n",
       "      <td>[0.0048, 0.0003]</td>\n",
       "      <td>[0.0089, 0.0007]</td>\n",
       "      <td>[0.0032, 0.0001]</td>\n",
       "      <td>[0.0133, 0.0014]</td>\n",
       "      <td>[0.0363, 0.0025]</td>\n",
       "      <td>[0.0449, 0.0027]</td>\n",
       "      <td>[0.0511, 0.0029]</td>\n",
       "      <td>[0.0249, 0.0021]</td>\n",
       "      <td>[0.0852, 0.0037]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00050</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0059, 0.0003]</td>\n",
       "      <td>[0.0053, 0.0003]</td>\n",
       "      <td>[0.0094, 0.0007]</td>\n",
       "      <td>[0.0034, 0.0001]</td>\n",
       "      <td>[0.014, 0.0015]</td>\n",
       "      <td>[0.0393, 0.0026]</td>\n",
       "      <td>[0.0489, 0.0029]</td>\n",
       "      <td>[0.0572, 0.0031]</td>\n",
       "      <td>[0.0267, 0.0022]</td>\n",
       "      <td>[0.0929, 0.0039]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.00001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0056, 0.0003]</td>\n",
       "      <td>[0.0049, 0.0003]</td>\n",
       "      <td>[0.0092, 0.0007]</td>\n",
       "      <td>[0.0033, 0.0001]</td>\n",
       "      <td>[0.0138, 0.0015]</td>\n",
       "      <td>[0.0373, 0.0025]</td>\n",
       "      <td>[0.0457, 0.0028]</td>\n",
       "      <td>[0.0532, 0.003]</td>\n",
       "      <td>[0.0255, 0.0021]</td>\n",
       "      <td>[0.0877, 0.0038]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.00001</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0058, 0.0003]</td>\n",
       "      <td>[0.005, 0.0003]</td>\n",
       "      <td>[0.0092, 0.0007]</td>\n",
       "      <td>[0.0033, 0.0001]</td>\n",
       "      <td>[0.0134, 0.0014]</td>\n",
       "      <td>[0.0377, 0.0025]</td>\n",
       "      <td>[0.0468, 0.0028]</td>\n",
       "      <td>[0.0542, 0.003]</td>\n",
       "      <td>[0.0258, 0.0021]</td>\n",
       "      <td>[0.0882, 0.0038]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0061, 0.0003]</td>\n",
       "      <td>[0.0054, 0.0003]</td>\n",
       "      <td>[0.0095, 0.0007]</td>\n",
       "      <td>[0.0036, 0.0001]</td>\n",
       "      <td>[0.0148, 0.0015]</td>\n",
       "      <td>[0.042, 0.0027]</td>\n",
       "      <td>[0.0523, 0.003]</td>\n",
       "      <td>[0.0607, 0.0032]</td>\n",
       "      <td>[0.0278, 0.0022]</td>\n",
       "      <td>[0.0978, 0.004]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0059, 0.0003]</td>\n",
       "      <td>[0.0052, 0.0003]</td>\n",
       "      <td>[0.0093, 0.0007]</td>\n",
       "      <td>[0.0035, 0.0001]</td>\n",
       "      <td>[0.0141, 0.0015]</td>\n",
       "      <td>[0.0399, 0.0026]</td>\n",
       "      <td>[0.0499, 0.0029]</td>\n",
       "      <td>[0.0584, 0.0031]</td>\n",
       "      <td>[0.0276, 0.0022]</td>\n",
       "      <td>[0.0954, 0.0039]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>1.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0002, 0.0001]</td>\n",
       "      <td>[0.0002, 0.0]</td>\n",
       "      <td>[0.0002, 0.0001]</td>\n",
       "      <td>[0.0002, 0.0]</td>\n",
       "      <td>[0.0002, 0.0002]</td>\n",
       "      <td>[0.001, 0.0004]</td>\n",
       "      <td>[0.0015, 0.0005]</td>\n",
       "      <td>[0.0018, 0.0005]</td>\n",
       "      <td>[0.0005, 0.0003]</td>\n",
       "      <td>[0.0052, 0.0009]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>1.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.3</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0002, 0.0001]</td>\n",
       "      <td>[0.0002, 0.0]</td>\n",
       "      <td>[0.0002, 0.0001]</td>\n",
       "      <td>[0.0002, 0.0]</td>\n",
       "      <td>[0.0002, 0.0002]</td>\n",
       "      <td>[0.001, 0.0004]</td>\n",
       "      <td>[0.0015, 0.0005]</td>\n",
       "      <td>[0.0018, 0.0005]</td>\n",
       "      <td>[0.0005, 0.0003]</td>\n",
       "      <td>[0.0052, 0.0009]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>1.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.4</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0063, 0.0003]</td>\n",
       "      <td>[0.0057, 0.0003]</td>\n",
       "      <td>[0.0097, 0.0007]</td>\n",
       "      <td>[0.0038, 0.0002]</td>\n",
       "      <td>[0.0155, 0.0016]</td>\n",
       "      <td>[0.0424, 0.0027]</td>\n",
       "      <td>[0.0536, 0.003]</td>\n",
       "      <td>[0.0639, 0.0033]</td>\n",
       "      <td>[0.0283, 0.0022]</td>\n",
       "      <td>[0.1041, 0.0041]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0063, 0.0003]</td>\n",
       "      <td>[0.0055, 0.0003]</td>\n",
       "      <td>[0.0104, 0.0007]</td>\n",
       "      <td>[0.0035, 0.0001]</td>\n",
       "      <td>[0.0173, 0.0017]</td>\n",
       "      <td>[0.0441, 0.0028]</td>\n",
       "      <td>[0.0542, 0.003]</td>\n",
       "      <td>[0.0624, 0.0033]</td>\n",
       "      <td>[0.0309, 0.0023]</td>\n",
       "      <td>[0.0983, 0.004]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.3</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0002, 0.0001]</td>\n",
       "      <td>[0.0002, 0.0]</td>\n",
       "      <td>[0.0002, 0.0001]</td>\n",
       "      <td>[0.0002, 0.0]</td>\n",
       "      <td>[0.0002, 0.0002]</td>\n",
       "      <td>[0.001, 0.0004]</td>\n",
       "      <td>[0.0015, 0.0005]</td>\n",
       "      <td>[0.0018, 0.0005]</td>\n",
       "      <td>[0.0005, 0.0003]</td>\n",
       "      <td>[0.0052, 0.0009]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.4</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0066, 0.0003]</td>\n",
       "      <td>[0.0058, 0.0003]</td>\n",
       "      <td>[0.0108, 0.0008]</td>\n",
       "      <td>[0.0038, 0.0001]</td>\n",
       "      <td>[0.0169, 0.0017]</td>\n",
       "      <td>[0.0475, 0.0029]</td>\n",
       "      <td>[0.0565, 0.0031]</td>\n",
       "      <td>[0.0661, 0.0033]</td>\n",
       "      <td>[0.0318, 0.0024]</td>\n",
       "      <td>[0.1046, 0.0041]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.1</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0068, 0.0003]</td>\n",
       "      <td>[0.006, 0.0003]</td>\n",
       "      <td>[0.0112, 0.0008]</td>\n",
       "      <td>[0.0038, 0.0001]</td>\n",
       "      <td>[0.0175, 0.0017]</td>\n",
       "      <td>[0.0477, 0.0029]</td>\n",
       "      <td>[0.0587, 0.0032]</td>\n",
       "      <td>[0.068, 0.0034]</td>\n",
       "      <td>[0.033, 0.0024]</td>\n",
       "      <td>[0.1046, 0.0041]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.1</td>\n",
       "      <td>32</td>\n",
       "      <td>0.3</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0063, 0.0003]</td>\n",
       "      <td>[0.0056, 0.0003]</td>\n",
       "      <td>[0.0107, 0.0008]</td>\n",
       "      <td>[0.0036, 0.0001]</td>\n",
       "      <td>[0.0168, 0.0017]</td>\n",
       "      <td>[0.0457, 0.0028]</td>\n",
       "      <td>[0.0547, 0.0031]</td>\n",
       "      <td>[0.0638, 0.0033]</td>\n",
       "      <td>[0.0316, 0.0024]</td>\n",
       "      <td>[0.1012, 0.0041]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.1</td>\n",
       "      <td>32</td>\n",
       "      <td>0.4</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0002, 0.0001]</td>\n",
       "      <td>[0.0002, 0.0]</td>\n",
       "      <td>[0.0002, 0.0001]</td>\n",
       "      <td>[0.0002, 0.0]</td>\n",
       "      <td>[0.0002, 0.0002]</td>\n",
       "      <td>[0.001, 0.0004]</td>\n",
       "      <td>[0.0015, 0.0005]</td>\n",
       "      <td>[0.0018, 0.0005]</td>\n",
       "      <td>[0.0005, 0.0003]</td>\n",
       "      <td>[0.0052, 0.0009]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>1.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0063, 0.0003]</td>\n",
       "      <td>[0.0055, 0.0003]</td>\n",
       "      <td>[0.0105, 0.0007]</td>\n",
       "      <td>[0.0037, 0.0001]</td>\n",
       "      <td>[0.0171, 0.0017]</td>\n",
       "      <td>[0.0439, 0.0028]</td>\n",
       "      <td>[0.054, 0.003]</td>\n",
       "      <td>[0.0622, 0.0033]</td>\n",
       "      <td>[0.0312, 0.0024]</td>\n",
       "      <td>[0.102, 0.0041]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>1.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.3</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0064, 0.0003]</td>\n",
       "      <td>[0.0056, 0.0003]</td>\n",
       "      <td>[0.0109, 0.0007]</td>\n",
       "      <td>[0.0038, 0.0001]</td>\n",
       "      <td>[0.0168, 0.0016]</td>\n",
       "      <td>[0.0463, 0.0029]</td>\n",
       "      <td>[0.0552, 0.0031]</td>\n",
       "      <td>[0.0638, 0.0033]</td>\n",
       "      <td>[0.0327, 0.0024]</td>\n",
       "      <td>[0.1049, 0.0041]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>1.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.4</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0068, 0.0004]</td>\n",
       "      <td>[0.0059, 0.0003]</td>\n",
       "      <td>[0.0112, 0.0008]</td>\n",
       "      <td>[0.0039, 0.0001]</td>\n",
       "      <td>[0.0175, 0.0017]</td>\n",
       "      <td>[0.0481, 0.0029]</td>\n",
       "      <td>[0.0587, 0.0032]</td>\n",
       "      <td>[0.0678, 0.0034]</td>\n",
       "      <td>[0.033, 0.0024]</td>\n",
       "      <td>[0.107, 0.0042]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00050</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0053, 0.0003]</td>\n",
       "      <td>[0.0047, 0.0003]</td>\n",
       "      <td>[0.0084, 0.0007]</td>\n",
       "      <td>[0.0029, 0.0001]</td>\n",
       "      <td>[0.0136, 0.0015]</td>\n",
       "      <td>[0.0362, 0.0025]</td>\n",
       "      <td>[0.0452, 0.0028]</td>\n",
       "      <td>[0.0524, 0.003]</td>\n",
       "      <td>[0.0246, 0.0021]</td>\n",
       "      <td>[0.0794, 0.0036]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.3</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00050</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0002, 0.0001]</td>\n",
       "      <td>[0.0002, 0.0]</td>\n",
       "      <td>[0.0002, 0.0001]</td>\n",
       "      <td>[0.0002, 0.0]</td>\n",
       "      <td>[0.0002, 0.0002]</td>\n",
       "      <td>[0.001, 0.0004]</td>\n",
       "      <td>[0.0015, 0.0005]</td>\n",
       "      <td>[0.0018, 0.0005]</td>\n",
       "      <td>[0.0005, 0.0003]</td>\n",
       "      <td>[0.0052, 0.0009]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.4</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00050</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0002, 0.0001]</td>\n",
       "      <td>[0.0002, 0.0]</td>\n",
       "      <td>[0.0002, 0.0001]</td>\n",
       "      <td>[0.0002, 0.0]</td>\n",
       "      <td>[0.0002, 0.0002]</td>\n",
       "      <td>[0.001, 0.0004]</td>\n",
       "      <td>[0.0015, 0.0005]</td>\n",
       "      <td>[0.0018, 0.0005]</td>\n",
       "      <td>[0.0005, 0.0003]</td>\n",
       "      <td>[0.0052, 0.0009]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.1</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00050</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0002, 0.0001]</td>\n",
       "      <td>[0.0002, 0.0]</td>\n",
       "      <td>[0.0002, 0.0001]</td>\n",
       "      <td>[0.0002, 0.0]</td>\n",
       "      <td>[0.0002, 0.0002]</td>\n",
       "      <td>[0.001, 0.0004]</td>\n",
       "      <td>[0.0015, 0.0005]</td>\n",
       "      <td>[0.0018, 0.0005]</td>\n",
       "      <td>[0.0005, 0.0003]</td>\n",
       "      <td>[0.0052, 0.0009]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.1</td>\n",
       "      <td>32</td>\n",
       "      <td>0.3</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00050</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0002, 0.0001]</td>\n",
       "      <td>[0.0002, 0.0]</td>\n",
       "      <td>[0.0002, 0.0001]</td>\n",
       "      <td>[0.0002, 0.0]</td>\n",
       "      <td>[0.0002, 0.0002]</td>\n",
       "      <td>[0.001, 0.0004]</td>\n",
       "      <td>[0.0015, 0.0005]</td>\n",
       "      <td>[0.0018, 0.0005]</td>\n",
       "      <td>[0.0005, 0.0003]</td>\n",
       "      <td>[0.0052, 0.0009]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.1</td>\n",
       "      <td>32</td>\n",
       "      <td>0.4</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00050</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0002, 0.0001]</td>\n",
       "      <td>[0.0002, 0.0]</td>\n",
       "      <td>[0.0002, 0.0001]</td>\n",
       "      <td>[0.0002, 0.0]</td>\n",
       "      <td>[0.0002, 0.0002]</td>\n",
       "      <td>[0.001, 0.0004]</td>\n",
       "      <td>[0.0015, 0.0005]</td>\n",
       "      <td>[0.0018, 0.0005]</td>\n",
       "      <td>[0.0005, 0.0003]</td>\n",
       "      <td>[0.0052, 0.0009]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>1.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00050</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0002, 0.0001]</td>\n",
       "      <td>[0.0002, 0.0]</td>\n",
       "      <td>[0.0002, 0.0001]</td>\n",
       "      <td>[0.0002, 0.0]</td>\n",
       "      <td>[0.0002, 0.0002]</td>\n",
       "      <td>[0.001, 0.0004]</td>\n",
       "      <td>[0.0015, 0.0005]</td>\n",
       "      <td>[0.0018, 0.0005]</td>\n",
       "      <td>[0.0005, 0.0003]</td>\n",
       "      <td>[0.0052, 0.0009]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>1.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.3</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00050</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0058, 0.0003]</td>\n",
       "      <td>[0.0052, 0.0003]</td>\n",
       "      <td>[0.0094, 0.0007]</td>\n",
       "      <td>[0.0034, 0.0001]</td>\n",
       "      <td>[0.0149, 0.0015]</td>\n",
       "      <td>[0.0396, 0.0026]</td>\n",
       "      <td>[0.049, 0.0029]</td>\n",
       "      <td>[0.0571, 0.0031]</td>\n",
       "      <td>[0.0272, 0.0022]</td>\n",
       "      <td>[0.0923, 0.0039]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>1.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.4</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00050</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0056, 0.0003]</td>\n",
       "      <td>[0.005, 0.0003]</td>\n",
       "      <td>[0.0086, 0.0007]</td>\n",
       "      <td>[0.0033, 0.0001]</td>\n",
       "      <td>[0.014, 0.0015]</td>\n",
       "      <td>[0.0379, 0.0026]</td>\n",
       "      <td>[0.0482, 0.0029]</td>\n",
       "      <td>[0.0559, 0.0031]</td>\n",
       "      <td>[0.0248, 0.0021]</td>\n",
       "      <td>[0.0889, 0.0038]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0057, 0.0003]</td>\n",
       "      <td>[0.005, 0.0003]</td>\n",
       "      <td>[0.0094, 0.0007]</td>\n",
       "      <td>[0.0033, 0.0001]</td>\n",
       "      <td>[0.015, 0.0015]</td>\n",
       "      <td>[0.0378, 0.0025]</td>\n",
       "      <td>[0.0464, 0.0028]</td>\n",
       "      <td>[0.0546, 0.003]</td>\n",
       "      <td>[0.0264, 0.0021]</td>\n",
       "      <td>[0.0885, 0.0038]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.3</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.006, 0.0003]</td>\n",
       "      <td>[0.0054, 0.0003]</td>\n",
       "      <td>[0.0101, 0.0007]</td>\n",
       "      <td>[0.0035, 0.0001]</td>\n",
       "      <td>[0.0159, 0.0016]</td>\n",
       "      <td>[0.0416, 0.0027]</td>\n",
       "      <td>[0.0502, 0.0029]</td>\n",
       "      <td>[0.0595, 0.0031]</td>\n",
       "      <td>[0.029, 0.0022]</td>\n",
       "      <td>[0.0938, 0.0039]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.4</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0064, 0.0003]</td>\n",
       "      <td>[0.0057, 0.0003]</td>\n",
       "      <td>[0.0103, 0.0007]</td>\n",
       "      <td>[0.0037, 0.0001]</td>\n",
       "      <td>[0.0159, 0.0016]</td>\n",
       "      <td>[0.0434, 0.0027]</td>\n",
       "      <td>[0.0533, 0.003]</td>\n",
       "      <td>[0.062, 0.0032]</td>\n",
       "      <td>[0.0292, 0.0022]</td>\n",
       "      <td>[0.099, 0.004]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.1</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0059, 0.0003]</td>\n",
       "      <td>[0.0052, 0.0003]</td>\n",
       "      <td>[0.0098, 0.0007]</td>\n",
       "      <td>[0.0034, 0.0001]</td>\n",
       "      <td>[0.0146, 0.0015]</td>\n",
       "      <td>[0.0404, 0.0026]</td>\n",
       "      <td>[0.0492, 0.0029]</td>\n",
       "      <td>[0.0568, 0.0031]</td>\n",
       "      <td>[0.0279, 0.0022]</td>\n",
       "      <td>[0.0915, 0.0038]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.1</td>\n",
       "      <td>32</td>\n",
       "      <td>0.3</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0064, 0.0003]</td>\n",
       "      <td>[0.0057, 0.0003]</td>\n",
       "      <td>[0.0104, 0.0007]</td>\n",
       "      <td>[0.0037, 0.0001]</td>\n",
       "      <td>[0.0153, 0.0015]</td>\n",
       "      <td>[0.0428, 0.0027]</td>\n",
       "      <td>[0.0534, 0.003]</td>\n",
       "      <td>[0.0628, 0.0032]</td>\n",
       "      <td>[0.0297, 0.0023]</td>\n",
       "      <td>[0.1002, 0.004]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>0.1</td>\n",
       "      <td>32</td>\n",
       "      <td>0.4</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0066, 0.0003]</td>\n",
       "      <td>[0.0058, 0.0003]</td>\n",
       "      <td>[0.0107, 0.0007]</td>\n",
       "      <td>[0.0038, 0.0001]</td>\n",
       "      <td>[0.0154, 0.0015]</td>\n",
       "      <td>[0.0446, 0.0027]</td>\n",
       "      <td>[0.0541, 0.003]</td>\n",
       "      <td>[0.0629, 0.0032]</td>\n",
       "      <td>[0.0305, 0.0023]</td>\n",
       "      <td>[0.1019, 0.004]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>1.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0064, 0.0003]</td>\n",
       "      <td>[0.0057, 0.0003]</td>\n",
       "      <td>[0.0104, 0.0007]</td>\n",
       "      <td>[0.0038, 0.0001]</td>\n",
       "      <td>[0.0153, 0.0015]</td>\n",
       "      <td>[0.0442, 0.0028]</td>\n",
       "      <td>[0.0538, 0.003]</td>\n",
       "      <td>[0.0627, 0.0033]</td>\n",
       "      <td>[0.0302, 0.0023]</td>\n",
       "      <td>[0.1016, 0.004]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>1.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.3</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0066, 0.0003]</td>\n",
       "      <td>[0.0058, 0.0003]</td>\n",
       "      <td>[0.0106, 0.0007]</td>\n",
       "      <td>[0.0039, 0.0001]</td>\n",
       "      <td>[0.0154, 0.0015]</td>\n",
       "      <td>[0.0445, 0.0028]</td>\n",
       "      <td>[0.0548, 0.003]</td>\n",
       "      <td>[0.0632, 0.0033]</td>\n",
       "      <td>[0.0304, 0.0023]</td>\n",
       "      <td>[0.1047, 0.0041]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>MMP</td>\n",
       "      <td>Cosine</td>\n",
       "      <td>1.0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.4</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>...</td>\n",
       "      <td>[0.0067, 0.0004]</td>\n",
       "      <td>[0.0059, 0.0003]</td>\n",
       "      <td>[0.011, 0.0008]</td>\n",
       "      <td>[0.0039, 0.0002]</td>\n",
       "      <td>[0.0154, 0.0015]</td>\n",
       "      <td>[0.045, 0.0028]</td>\n",
       "      <td>[0.0557, 0.0031]</td>\n",
       "      <td>[0.0647, 0.0033]</td>\n",
       "      <td>[0.0313, 0.0023]</td>\n",
       "      <td>[0.1064, 0.0041]</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1093 rows × 27 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "   model similarity  alpha  batch_size  corruption  epoch  iteration  \\\n",
       "0    MMP     Cosine    0.0          32         0.2    300         10   \n",
       "1    MMP     Cosine    0.0          32         0.2    300         10   \n",
       "2    MMP     Cosine    0.0          32         0.2    300         10   \n",
       "3    MMP     Cosine    0.0          32         0.2    300         10   \n",
       "4    MMP     Cosine    0.0          32         0.2    300         10   \n",
       "..   ...        ...    ...         ...         ...    ...        ...   \n",
       "93   MMP     Cosine    0.1          32         0.3    300         10   \n",
       "94   MMP     Cosine    0.1          32         0.4    300         10   \n",
       "95   MMP     Cosine    1.0          32         0.2    300         10   \n",
       "96   MMP     Cosine    1.0          32         0.3    300         10   \n",
       "97   MMP     Cosine    1.0          32         0.4    300         10   \n",
       "\n",
       "    key_dimension  lambda  learning_rate  ...      Precision@15  \\\n",
       "0               4  0.0010        0.00005  ...  [0.0059, 0.0003]   \n",
       "1               4  0.0010        0.00010  ...  [0.0057, 0.0003]   \n",
       "2               5  0.0010        0.00005  ...  [0.0061, 0.0003]   \n",
       "3               5  0.0010        0.00005  ...  [0.0061, 0.0003]   \n",
       "4               5  0.0010        0.00010  ...   [0.006, 0.0003]   \n",
       "..            ...     ...            ...  ...               ...   \n",
       "93              3  0.0001        0.00005  ...  [0.0064, 0.0003]   \n",
       "94              3  0.0001        0.00005  ...  [0.0066, 0.0003]   \n",
       "95              3  0.0001        0.00005  ...  [0.0064, 0.0003]   \n",
       "96              3  0.0001        0.00005  ...  [0.0066, 0.0003]   \n",
       "97              3  0.0001        0.00005  ...  [0.0067, 0.0004]   \n",
       "\n",
       "        Precision@20       Precision@5      Precision@50       R-Precision  \\\n",
       "0   [0.0052, 0.0003]  [0.0092, 0.0007]  [0.0036, 0.0001]  [0.0128, 0.0014]   \n",
       "1   [0.0051, 0.0003]  [0.0086, 0.0007]  [0.0035, 0.0001]  [0.0133, 0.0014]   \n",
       "2   [0.0053, 0.0003]  [0.0097, 0.0007]  [0.0035, 0.0001]  [0.0147, 0.0015]   \n",
       "3   [0.0054, 0.0003]    [0.01, 0.0007]  [0.0036, 0.0001]  [0.0158, 0.0016]   \n",
       "4   [0.0052, 0.0003]  [0.0094, 0.0007]  [0.0035, 0.0001]  [0.0141, 0.0015]   \n",
       "..               ...               ...               ...               ...   \n",
       "93  [0.0057, 0.0003]  [0.0104, 0.0007]  [0.0037, 0.0001]  [0.0153, 0.0015]   \n",
       "94  [0.0058, 0.0003]  [0.0107, 0.0007]  [0.0038, 0.0001]  [0.0154, 0.0015]   \n",
       "95  [0.0057, 0.0003]  [0.0104, 0.0007]  [0.0038, 0.0001]  [0.0153, 0.0015]   \n",
       "96  [0.0058, 0.0003]  [0.0106, 0.0007]  [0.0039, 0.0001]  [0.0154, 0.0015]   \n",
       "97  [0.0059, 0.0003]   [0.011, 0.0008]  [0.0039, 0.0002]  [0.0154, 0.0015]   \n",
       "\n",
       "           Recall@10         Recall@15         Recall@20          Recall@5  \\\n",
       "0   [0.0392, 0.0026]  [0.0501, 0.0029]   [0.059, 0.0032]  [0.0268, 0.0022]   \n",
       "1    [0.038, 0.0026]  [0.0479, 0.0028]  [0.0573, 0.0031]   [0.025, 0.0021]   \n",
       "2   [0.0417, 0.0027]   [0.0517, 0.003]    [0.06, 0.0032]  [0.0289, 0.0023]   \n",
       "3   [0.0423, 0.0027]   [0.0519, 0.003]  [0.0606, 0.0032]  [0.0293, 0.0023]   \n",
       "4   [0.0404, 0.0026]  [0.0505, 0.0029]  [0.0583, 0.0031]  [0.0273, 0.0022]   \n",
       "..               ...               ...               ...               ...   \n",
       "93  [0.0428, 0.0027]   [0.0534, 0.003]  [0.0628, 0.0032]  [0.0297, 0.0023]   \n",
       "94  [0.0446, 0.0027]   [0.0541, 0.003]  [0.0629, 0.0032]  [0.0305, 0.0023]   \n",
       "95  [0.0442, 0.0028]   [0.0538, 0.003]  [0.0627, 0.0033]  [0.0302, 0.0023]   \n",
       "96  [0.0445, 0.0028]   [0.0548, 0.003]  [0.0632, 0.0033]  [0.0304, 0.0023]   \n",
       "97   [0.045, 0.0028]  [0.0557, 0.0031]  [0.0647, 0.0033]  [0.0313, 0.0023]   \n",
       "\n",
       "           Recall@50  \n",
       "0    [0.0971, 0.004]  \n",
       "1    [0.0963, 0.004]  \n",
       "2    [0.0959, 0.004]  \n",
       "3    [0.0981, 0.004]  \n",
       "4   [0.0944, 0.0039]  \n",
       "..               ...  \n",
       "93   [0.1002, 0.004]  \n",
       "94   [0.1019, 0.004]  \n",
       "95   [0.1016, 0.004]  \n",
       "96  [0.1047, 0.0041]  \n",
       "97  [0.1064, 0.0041]  \n",
       "\n",
       "[1093 rows x 27 columns]"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "deduplicated_tmp"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "file_index = 1\n",
    "\n",
    "for file_index in range(1, 3):\n",
    "    file_name = 'tables/amazon/digital_music/tuning_general/merged/mmp-part' + str(file_index) + '.csv'\n",
    "    deduplicated_tmp.to_csv(file_name, index=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part1.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part2.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part3.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part4.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part5.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part6.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part7.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part8.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part9.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part10.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part11.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part12.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part13.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part14.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part15.sh\n",
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      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part184.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part185.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part186.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part187.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part188.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part189.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part190.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part191.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part192.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part193.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part194.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part195.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part196.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part197.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part198.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part199.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part200.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part201.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part202.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part203.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part204.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part205.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part206.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part207.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part208.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part209.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part210.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part211.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part212.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part213.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part214.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part215.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part216.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part217.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part218.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part219.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part220.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part221.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part222.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part223.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part224.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part225.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part226.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part227.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part228.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part229.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part230.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part231.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part232.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part233.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part234.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part235.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part236.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part237.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part238.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part239.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part240.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part241.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part242.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part243.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part244.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part245.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part246.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part247.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part248.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part249.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part250.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part251.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part252.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part253.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part254.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part255.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part256.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part257.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part258.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part259.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part260.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part261.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part262.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part263.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part264.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part265.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part266.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part267.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part268.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part269.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part270.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part271.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part272.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part273.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part274.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part275.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part276.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part277.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part278.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part279.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part280.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part281.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part282.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part283.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part284.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part285.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part286.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part287.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part288.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part289.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part290.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part291.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part292.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part293.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part294.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part295.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part296.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part297.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part298.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part299.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part300.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part301.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part302.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part303.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part304.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part305.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part306.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part307.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part308.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part309.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part310.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part311.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part312.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part313.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part314.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part315.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part316.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part317.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part318.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part319.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part320.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part321.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part322.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part323.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part324.sh\n"
     ]
    }
   ],
   "source": [
    "for i in range(1, 325):\n",
    "    print(\"sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 digital_music-mmp-part{}.sh\".format(i))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part1.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part2.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part3.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part4.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part5.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part6.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part7.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part8.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part9.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part10.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part11.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part12.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part13.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part14.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part15.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part16.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part17.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part18.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part19.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part20.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part21.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part22.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part23.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part24.sh\n",
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      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part191.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part192.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part193.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part194.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part195.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part196.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part197.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part198.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part199.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part200.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part201.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part202.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part203.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part204.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part205.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part206.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part207.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part208.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part209.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part210.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part211.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part212.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part213.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part214.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part215.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part216.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part217.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part218.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part219.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part220.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part221.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part222.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part223.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part224.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part225.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part226.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part227.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part228.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part229.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part230.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part231.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part232.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part233.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part234.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part235.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part236.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part237.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part238.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part239.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part240.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part241.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part242.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part243.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part244.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part245.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part246.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part247.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part248.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part249.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part250.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part251.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part252.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part253.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part254.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part255.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part256.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part257.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part258.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part259.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part260.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part261.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part262.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part263.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part264.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part265.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part266.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part267.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part268.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part269.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part270.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part271.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part272.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part273.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part274.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part275.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part276.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part277.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part278.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part279.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part280.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part281.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part282.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part283.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part284.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part285.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part286.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part287.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part288.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part289.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part290.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part291.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part292.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part293.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part294.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part295.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part296.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part297.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part298.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part299.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part300.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part301.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part302.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part303.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part304.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part305.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part306.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part307.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part308.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part309.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part310.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part311.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part312.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part313.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part314.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part315.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part316.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part317.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part318.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part319.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part320.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part321.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part322.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part323.sh\n",
      "sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part324.sh\n"
     ]
    }
   ],
   "source": [
    "for i in range(1, 325):\n",
    "    print(\"sbatch --nodes=1 --time=48:00:00 --mem=32G --cpus=4 --gres=gpu:1 video_games-mmp-part{}.sh\".format(i))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part1.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part2.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part3.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part4.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part5.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part6.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part7.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part8.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part9.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part10.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part11.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part12.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part13.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part14.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part15.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part16.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part17.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part18.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part19.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part20.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part21.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part22.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part23.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part24.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part25.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part26.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part27.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part28.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part29.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part30.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part31.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part32.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part33.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part34.sh\n",
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      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part209.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part210.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part211.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part212.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part213.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part214.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part215.sh\n",
      "sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part216.sh\n"
     ]
    }
   ],
   "source": [
    "for i in range(1, 217):\n",
    "    print(\"sbatch --nodes=1 --time=32:00:00 --mem=32 --cpus=4 --gres=gpu:1 netflix-mmp-part{}.sh\".format(i))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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  "kernelspec": {
   "display_name": "tf-gpu",
   "language": "python",
   "name": "tf-gpu"
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  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
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