diff --git a/Power Grid Model Benchmark.ipynb b/Power Grid Model Benchmark.ipynb
index 67f4cc3..a5c059a 100644
--- a/Power Grid Model Benchmark.ipynb	
+++ b/Power Grid Model Benchmark.ipynb	
@@ -614,7 +614,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "100%|██████████████████████████████████████████████████████████████████████| 10/10 [00:00<00:00, 79.37it/s]\n"
+      "100%|██████████████████████████████████████████████████████████████████| 1000/1000 [00:14<00:00, 70.01it/s]\n"
      ]
     }
    ],
@@ -703,7 +703,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "100%|██████████████████████████████████████████████████████████████████████| 10/10 [00:00<00:00, 38.07it/s]\n"
+      "100%|██████████████████████████████████████████████████████████████████| 1000/1000 [03:23<00:00,  4.92it/s]\n"
      ]
     }
    ],
@@ -1073,38 +1073,38 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>Symmetric calculation</th>\n",
-       "      <td>1.517697e-11</td>\n",
-       "      <td>2.034595e-10</td>\n",
+       "      <td>1.627143e-12</td>\n",
+       "      <td>5.222212e-13</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Asymmetric calculation</th>\n",
-       "      <td>4.063416e-13</td>\n",
-       "      <td>4.928613e-12</td>\n",
-       "      <td>2.255973e-13</td>\n",
+       "      <td>5.796947e-10</td>\n",
+       "      <td>8.192199e-09</td>\n",
+       "      <td>5.401322e-09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Time series symmetric calculation</th>\n",
-       "      <td>2.968714e-11</td>\n",
-       "      <td>3.913116e-10</td>\n",
+       "      <td>1.774803e-12</td>\n",
+       "      <td>1.255385e-12</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Time series asymmetric calculation</th>\n",
-       "      <td>2.374545e-12</td>\n",
-       "      <td>3.730695e-11</td>\n",
-       "      <td>1.484683e-07</td>\n",
+       "      <td>5.894767e-10</td>\n",
+       "      <td>3.375882e-09</td>\n",
+       "      <td>4.059398e-06</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>N-1 symmetric calculation</th>\n",
-       "      <td>1.517586e-11</td>\n",
-       "      <td>2.034841e-10</td>\n",
+       "      <td>1.632916e-12</td>\n",
+       "      <td>5.740408e-13</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>N-1 asymmetric calculation</th>\n",
-       "      <td>4.090062e-13</td>\n",
-       "      <td>4.925491e-12</td>\n",
+       "      <td>5.797154e-10</td>\n",
+       "      <td>8.192231e-09</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
@@ -1113,26 +1113,26 @@
       ],
       "text/plain": [
        "                                    Deviation Voltage (p.u.)  \\\n",
-       "Symmetric calculation                           1.517697e-11   \n",
-       "Asymmetric calculation                          4.063416e-13   \n",
-       "Time series symmetric calculation               2.968714e-11   \n",
-       "Time series asymmetric calculation              2.374545e-12   \n",
-       "N-1 symmetric calculation                       1.517586e-11   \n",
-       "N-1 asymmetric calculation                      4.090062e-13   \n",
+       "Symmetric calculation                           1.627143e-12   \n",
+       "Asymmetric calculation                          5.796947e-10   \n",
+       "Time series symmetric calculation               1.774803e-12   \n",
+       "Time series asymmetric calculation              5.894767e-10   \n",
+       "N-1 symmetric calculation                       1.632916e-12   \n",
+       "N-1 asymmetric calculation                      5.797154e-10   \n",
        "\n",
        "                                    Deviation Loading (p.u.)  \\\n",
-       "Symmetric calculation                           2.034595e-10   \n",
-       "Asymmetric calculation                          4.928613e-12   \n",
-       "Time series symmetric calculation               3.913116e-10   \n",
-       "Time series asymmetric calculation              3.730695e-11   \n",
-       "N-1 symmetric calculation                       2.034841e-10   \n",
-       "N-1 asymmetric calculation                      4.925491e-12   \n",
+       "Symmetric calculation                           5.222212e-13   \n",
+       "Asymmetric calculation                          8.192199e-09   \n",
+       "Time series symmetric calculation               1.255385e-12   \n",
+       "Time series asymmetric calculation              3.375882e-09   \n",
+       "N-1 symmetric calculation                       5.740408e-13   \n",
+       "N-1 asymmetric calculation                      8.192231e-09   \n",
        "\n",
        "                                    Deviation Voltage (p.u.) OpenDSS  \n",
        "Symmetric calculation                                            NaN  \n",
-       "Asymmetric calculation                                  2.255973e-13  \n",
+       "Asymmetric calculation                                  5.401322e-09  \n",
        "Time series symmetric calculation                                NaN  \n",
-       "Time series asymmetric calculation                      1.484683e-07  \n",
+       "Time series asymmetric calculation                      4.059398e-06  \n",
        "N-1 symmetric calculation                                        NaN  \n",
        "N-1 asymmetric calculation                                       NaN  "
       ]
@@ -1193,74 +1193,74 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>Symmetric calculation with solver initialization</th>\n",
-       "      <td>0.000211</td>\n",
-       "      <td>0.000115</td>\n",
-       "      <td>0.000090</td>\n",
-       "      <td>0.000091</td>\n",
-       "      <td>0.017993</td>\n",
+       "      <td>0.000650</td>\n",
+       "      <td>0.000702</td>\n",
+       "      <td>0.000815</td>\n",
+       "      <td>0.000686</td>\n",
+       "      <td>0.018638</td>\n",
        "      <td>inf</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Symmetric calculation without solver initialization</th>\n",
-       "      <td>0.000077</td>\n",
-       "      <td>0.000065</td>\n",
-       "      <td>0.000147</td>\n",
-       "      <td>0.000139</td>\n",
-       "      <td>0.011241</td>\n",
+       "      <td>0.000190</td>\n",
+       "      <td>0.000284</td>\n",
+       "      <td>0.000564</td>\n",
+       "      <td>0.000742</td>\n",
+       "      <td>0.013096</td>\n",
        "      <td>inf</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Asymmetric calculation with solver initialization</th>\n",
-       "      <td>0.000329</td>\n",
-       "      <td>0.000129</td>\n",
-       "      <td>0.000181</td>\n",
-       "      <td>0.000170</td>\n",
-       "      <td>0.530383</td>\n",
-       "      <td>0.001048</td>\n",
+       "      <td>0.001976</td>\n",
+       "      <td>0.001394</td>\n",
+       "      <td>0.002811</td>\n",
+       "      <td>0.001418</td>\n",
+       "      <td>0.594590</td>\n",
+       "      <td>0.018144</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Asymmetric calculation without solver initialization</th>\n",
-       "      <td>0.000131</td>\n",
-       "      <td>0.000129</td>\n",
-       "      <td>0.000094</td>\n",
-       "      <td>0.000189</td>\n",
-       "      <td>0.024448</td>\n",
-       "      <td>0.000230</td>\n",
+       "      <td>0.000794</td>\n",
+       "      <td>0.000795</td>\n",
+       "      <td>0.002003</td>\n",
+       "      <td>0.000924</td>\n",
+       "      <td>0.137374</td>\n",
+       "      <td>0.001243</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Time series symmetric calculation</th>\n",
-       "      <td>0.000457</td>\n",
-       "      <td>0.000239</td>\n",
-       "      <td>0.000248</td>\n",
-       "      <td>0.000242</td>\n",
-       "      <td>0.132829</td>\n",
+       "      <td>0.192804</td>\n",
+       "      <td>0.208759</td>\n",
+       "      <td>0.478408</td>\n",
+       "      <td>0.292400</td>\n",
+       "      <td>14.297663</td>\n",
        "      <td>inf</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Time series asymmetric calculation</th>\n",
-       "      <td>0.000290</td>\n",
-       "      <td>0.000282</td>\n",
-       "      <td>0.000608</td>\n",
-       "      <td>0.000525</td>\n",
-       "      <td>0.269716</td>\n",
-       "      <td>0.001811</td>\n",
+       "      <td>0.692793</td>\n",
+       "      <td>0.702723</td>\n",
+       "      <td>2.191837</td>\n",
+       "      <td>0.966539</td>\n",
+       "      <td>203.143780</td>\n",
+       "      <td>2.431052</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>N-1 symmetric calculation</th>\n",
-       "      <td>0.000292</td>\n",
-       "      <td>0.000201</td>\n",
-       "      <td>0.000223</td>\n",
-       "      <td>0.000216</td>\n",
-       "      <td>0.092811</td>\n",
+       "      <td>0.542643</td>\n",
+       "      <td>0.554907</td>\n",
+       "      <td>0.836441</td>\n",
+       "      <td>0.635951</td>\n",
+       "      <td>12.486265</td>\n",
        "      <td>inf</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>N-1 asymmetric calculation</th>\n",
-       "      <td>0.000317</td>\n",
-       "      <td>0.000311</td>\n",
-       "      <td>0.000329</td>\n",
-       "      <td>0.000258</td>\n",
-       "      <td>0.150255</td>\n",
+       "      <td>1.124304</td>\n",
+       "      <td>1.195040</td>\n",
+       "      <td>2.841185</td>\n",
+       "      <td>1.347059</td>\n",
+       "      <td>186.949392</td>\n",
        "      <td>inf</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
@@ -1269,62 +1269,62 @@
       ],
       "text/plain": [
        "                                                    PGM Linear Impedance  \\\n",
-       "Symmetric calculation with solver initialization                0.000211   \n",
-       "Symmetric calculation without solver initializa...              0.000077   \n",
-       "Asymmetric calculation with solver initialization               0.000329   \n",
-       "Asymmetric calculation without solver initializ...              0.000131   \n",
-       "Time series symmetric calculation                               0.000457   \n",
-       "Time series asymmetric calculation                              0.000290   \n",
-       "N-1 symmetric calculation                                       0.000292   \n",
-       "N-1 asymmetric calculation                                      0.000317   \n",
+       "Symmetric calculation with solver initialization                0.000650   \n",
+       "Symmetric calculation without solver initializa...              0.000190   \n",
+       "Asymmetric calculation with solver initialization               0.001976   \n",
+       "Asymmetric calculation without solver initializ...              0.000794   \n",
+       "Time series symmetric calculation                               0.192804   \n",
+       "Time series asymmetric calculation                              0.692793   \n",
+       "N-1 symmetric calculation                                       0.542643   \n",
+       "N-1 asymmetric calculation                                      1.124304   \n",
        "\n",
        "                                                    PGM Linear Current  \\\n",
-       "Symmetric calculation with solver initialization              0.000115   \n",
-       "Symmetric calculation without solver initializa...            0.000065   \n",
-       "Asymmetric calculation with solver initialization             0.000129   \n",
-       "Asymmetric calculation without solver initializ...            0.000129   \n",
-       "Time series symmetric calculation                             0.000239   \n",
-       "Time series asymmetric calculation                            0.000282   \n",
-       "N-1 symmetric calculation                                     0.000201   \n",
-       "N-1 asymmetric calculation                                    0.000311   \n",
+       "Symmetric calculation with solver initialization              0.000702   \n",
+       "Symmetric calculation without solver initializa...            0.000284   \n",
+       "Asymmetric calculation with solver initialization             0.001394   \n",
+       "Asymmetric calculation without solver initializ...            0.000795   \n",
+       "Time series symmetric calculation                             0.208759   \n",
+       "Time series asymmetric calculation                            0.702723   \n",
+       "N-1 symmetric calculation                                     0.554907   \n",
+       "N-1 asymmetric calculation                                    1.195040   \n",
        "\n",
        "                                                    PGM Newton-Raphson  \\\n",
-       "Symmetric calculation with solver initialization              0.000090   \n",
-       "Symmetric calculation without solver initializa...            0.000147   \n",
-       "Asymmetric calculation with solver initialization             0.000181   \n",
-       "Asymmetric calculation without solver initializ...            0.000094   \n",
-       "Time series symmetric calculation                             0.000248   \n",
-       "Time series asymmetric calculation                            0.000608   \n",
-       "N-1 symmetric calculation                                     0.000223   \n",
-       "N-1 asymmetric calculation                                    0.000329   \n",
+       "Symmetric calculation with solver initialization              0.000815   \n",
+       "Symmetric calculation without solver initializa...            0.000564   \n",
+       "Asymmetric calculation with solver initialization             0.002811   \n",
+       "Asymmetric calculation without solver initializ...            0.002003   \n",
+       "Time series symmetric calculation                             0.478408   \n",
+       "Time series asymmetric calculation                            2.191837   \n",
+       "N-1 symmetric calculation                                     0.836441   \n",
+       "N-1 asymmetric calculation                                    2.841185   \n",
        "\n",
        "                                                    PGM Iterative Current  \\\n",
-       "Symmetric calculation with solver initialization                 0.000091   \n",
-       "Symmetric calculation without solver initializa...               0.000139   \n",
-       "Asymmetric calculation with solver initialization                0.000170   \n",
-       "Asymmetric calculation without solver initializ...               0.000189   \n",
-       "Time series symmetric calculation                                0.000242   \n",
-       "Time series asymmetric calculation                               0.000525   \n",
-       "N-1 symmetric calculation                                        0.000216   \n",
-       "N-1 asymmetric calculation                                       0.000258   \n",
+       "Symmetric calculation with solver initialization                 0.000686   \n",
+       "Symmetric calculation without solver initializa...               0.000742   \n",
+       "Asymmetric calculation with solver initialization                0.001418   \n",
+       "Asymmetric calculation without solver initializ...               0.000924   \n",
+       "Time series symmetric calculation                                0.292400   \n",
+       "Time series asymmetric calculation                               0.966539   \n",
+       "N-1 symmetric calculation                                        0.635951   \n",
+       "N-1 asymmetric calculation                                       1.347059   \n",
        "\n",
        "                                                    PandaPower Newton-Raphson  \\\n",
-       "Symmetric calculation with solver initialization                     0.017993   \n",
-       "Symmetric calculation without solver initializa...                   0.011241   \n",
-       "Asymmetric calculation with solver initialization                    0.530383   \n",
-       "Asymmetric calculation without solver initializ...                   0.024448   \n",
-       "Time series symmetric calculation                                    0.132829   \n",
-       "Time series asymmetric calculation                                   0.269716   \n",
-       "N-1 symmetric calculation                                            0.092811   \n",
-       "N-1 asymmetric calculation                                           0.150255   \n",
+       "Symmetric calculation with solver initialization                     0.018638   \n",
+       "Symmetric calculation without solver initializa...                   0.013096   \n",
+       "Asymmetric calculation with solver initialization                    0.594590   \n",
+       "Asymmetric calculation without solver initializ...                   0.137374   \n",
+       "Time series symmetric calculation                                   14.297663   \n",
+       "Time series asymmetric calculation                                 203.143780   \n",
+       "N-1 symmetric calculation                                           12.486265   \n",
+       "N-1 asymmetric calculation                                         186.949392   \n",
        "\n",
        "                                                    OpenDSS Fix Point  \n",
        "Symmetric calculation with solver initialization                  inf  \n",
        "Symmetric calculation without solver initializa...                inf  \n",
-       "Asymmetric calculation with solver initialization            0.001048  \n",
-       "Asymmetric calculation without solver initializ...           0.000230  \n",
+       "Asymmetric calculation with solver initialization            0.018144  \n",
+       "Asymmetric calculation without solver initializ...           0.001243  \n",
        "Time series symmetric calculation                                 inf  \n",
-       "Time series asymmetric calculation                           0.001811  \n",
+       "Time series asymmetric calculation                           2.431052  \n",
        "N-1 symmetric calculation                                         inf  \n",
        "N-1 asymmetric calculation                                        inf  "
       ]
@@ -1348,96 +1348,96 @@
       "text/html": [
        "<style type=\"text/css\">\n",
        "</style>\n",
-       "<table id=\"T_ce17d\">\n",
+       "<table id=\"T_2c730\">\n",
        "  <thead>\n",
        "    <tr>\n",
        "      <th class=\"blank level0\" >&nbsp;</th>\n",
-       "      <th id=\"T_ce17d_level0_col0\" class=\"col_heading level0 col0\" >PGM Linear Impedance</th>\n",
-       "      <th id=\"T_ce17d_level0_col1\" class=\"col_heading level0 col1\" >PGM Linear Current</th>\n",
-       "      <th id=\"T_ce17d_level0_col2\" class=\"col_heading level0 col2\" >PGM Newton-Raphson</th>\n",
-       "      <th id=\"T_ce17d_level0_col3\" class=\"col_heading level0 col3\" >PGM Iterative Current</th>\n",
-       "      <th id=\"T_ce17d_level0_col4\" class=\"col_heading level0 col4\" >PandaPower Newton-Raphson</th>\n",
-       "      <th id=\"T_ce17d_level0_col5\" class=\"col_heading level0 col5\" >OpenDSS Fix Point</th>\n",
+       "      <th id=\"T_2c730_level0_col0\" class=\"col_heading level0 col0\" >PGM Linear Impedance</th>\n",
+       "      <th id=\"T_2c730_level0_col1\" class=\"col_heading level0 col1\" >PGM Linear Current</th>\n",
+       "      <th id=\"T_2c730_level0_col2\" class=\"col_heading level0 col2\" >PGM Newton-Raphson</th>\n",
+       "      <th id=\"T_2c730_level0_col3\" class=\"col_heading level0 col3\" >PGM Iterative Current</th>\n",
+       "      <th id=\"T_2c730_level0_col4\" class=\"col_heading level0 col4\" >PandaPower Newton-Raphson</th>\n",
+       "      <th id=\"T_2c730_level0_col5\" class=\"col_heading level0 col5\" >OpenDSS Fix Point</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th id=\"T_ce17d_level0_row0\" class=\"row_heading level0 row0\" >Symmetric calculation with solver initialization</th>\n",
-       "      <td id=\"T_ce17d_row0_col0\" class=\"data row0 col0\" >85.47x</td>\n",
-       "      <td id=\"T_ce17d_row0_col1\" class=\"data row0 col1\" >156.25x</td>\n",
-       "      <td id=\"T_ce17d_row0_col2\" class=\"data row0 col2\" >199.66x</td>\n",
-       "      <td id=\"T_ce17d_row0_col3\" class=\"data row0 col3\" >198.61x</td>\n",
-       "      <td id=\"T_ce17d_row0_col4\" class=\"data row0 col4\" >1.00x</td>\n",
-       "      <td id=\"T_ce17d_row0_col5\" class=\"data row0 col5\" >0.00x</td>\n",
+       "      <th id=\"T_2c730_level0_row0\" class=\"row_heading level0 row0\" >Symmetric calculation with solver initialization</th>\n",
+       "      <td id=\"T_2c730_row0_col0\" class=\"data row0 col0\" >28.67x</td>\n",
+       "      <td id=\"T_2c730_row0_col1\" class=\"data row0 col1\" >26.55x</td>\n",
+       "      <td id=\"T_2c730_row0_col2\" class=\"data row0 col2\" >22.86x</td>\n",
+       "      <td id=\"T_2c730_row0_col3\" class=\"data row0 col3\" >27.17x</td>\n",
+       "      <td id=\"T_2c730_row0_col4\" class=\"data row0 col4\" >1.00x</td>\n",
+       "      <td id=\"T_2c730_row0_col5\" class=\"data row0 col5\" >0.00x</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th id=\"T_ce17d_level0_row1\" class=\"row_heading level0 row1\" >Symmetric calculation without solver initialization</th>\n",
-       "      <td id=\"T_ce17d_row1_col0\" class=\"data row1 col0\" >145.07x</td>\n",
-       "      <td id=\"T_ce17d_row1_col1\" class=\"data row1 col1\" >172.70x</td>\n",
-       "      <td id=\"T_ce17d_row1_col2\" class=\"data row1 col2\" >76.54x</td>\n",
-       "      <td id=\"T_ce17d_row1_col3\" class=\"data row1 col3\" >80.87x</td>\n",
-       "      <td id=\"T_ce17d_row1_col4\" class=\"data row1 col4\" >1.00x</td>\n",
-       "      <td id=\"T_ce17d_row1_col5\" class=\"data row1 col5\" >0.00x</td>\n",
+       "      <th id=\"T_2c730_level0_row1\" class=\"row_heading level0 row1\" >Symmetric calculation without solver initialization</th>\n",
+       "      <td id=\"T_2c730_row1_col0\" class=\"data row1 col0\" >68.75x</td>\n",
+       "      <td id=\"T_2c730_row1_col1\" class=\"data row1 col1\" >46.12x</td>\n",
+       "      <td id=\"T_2c730_row1_col2\" class=\"data row1 col2\" >23.22x</td>\n",
+       "      <td id=\"T_2c730_row1_col3\" class=\"data row1 col3\" >17.65x</td>\n",
+       "      <td id=\"T_2c730_row1_col4\" class=\"data row1 col4\" >1.00x</td>\n",
+       "      <td id=\"T_2c730_row1_col5\" class=\"data row1 col5\" >0.00x</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th id=\"T_ce17d_level0_row2\" class=\"row_heading level0 row2\" >Asymmetric calculation with solver initialization</th>\n",
-       "      <td id=\"T_ce17d_row2_col0\" class=\"data row2 col0\" >1613.19x</td>\n",
-       "      <td id=\"T_ce17d_row2_col1\" class=\"data row2 col1\" >4104.40x</td>\n",
-       "      <td id=\"T_ce17d_row2_col2\" class=\"data row2 col2\" >2927.09x</td>\n",
-       "      <td id=\"T_ce17d_row2_col3\" class=\"data row2 col3\" >3128.81x</td>\n",
-       "      <td id=\"T_ce17d_row2_col4\" class=\"data row2 col4\" >1.00x</td>\n",
-       "      <td id=\"T_ce17d_row2_col5\" class=\"data row2 col5\" >506.28x</td>\n",
+       "      <th id=\"T_2c730_level0_row2\" class=\"row_heading level0 row2\" >Asymmetric calculation with solver initialization</th>\n",
+       "      <td id=\"T_2c730_row2_col0\" class=\"data row2 col0\" >300.83x</td>\n",
+       "      <td id=\"T_2c730_row2_col1\" class=\"data row2 col1\" >426.60x</td>\n",
+       "      <td id=\"T_2c730_row2_col2\" class=\"data row2 col2\" >211.51x</td>\n",
+       "      <td id=\"T_2c730_row2_col3\" class=\"data row2 col3\" >419.35x</td>\n",
+       "      <td id=\"T_2c730_row2_col4\" class=\"data row2 col4\" >1.00x</td>\n",
+       "      <td id=\"T_2c730_row2_col5\" class=\"data row2 col5\" >32.77x</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th id=\"T_ce17d_level0_row3\" class=\"row_heading level0 row3\" >Asymmetric calculation without solver initialization</th>\n",
-       "      <td id=\"T_ce17d_row3_col0\" class=\"data row3 col0\" >186.10x</td>\n",
-       "      <td id=\"T_ce17d_row3_col1\" class=\"data row3 col1\" >189.89x</td>\n",
-       "      <td id=\"T_ce17d_row3_col2\" class=\"data row3 col2\" >260.26x</td>\n",
-       "      <td id=\"T_ce17d_row3_col3\" class=\"data row3 col3\" >129.15x</td>\n",
-       "      <td id=\"T_ce17d_row3_col4\" class=\"data row3 col4\" >1.00x</td>\n",
-       "      <td id=\"T_ce17d_row3_col5\" class=\"data row3 col5\" >106.15x</td>\n",
+       "      <th id=\"T_2c730_level0_row3\" class=\"row_heading level0 row3\" >Asymmetric calculation without solver initialization</th>\n",
+       "      <td id=\"T_2c730_row3_col0\" class=\"data row3 col0\" >173.08x</td>\n",
+       "      <td id=\"T_2c730_row3_col1\" class=\"data row3 col1\" >172.72x</td>\n",
+       "      <td id=\"T_2c730_row3_col2\" class=\"data row3 col2\" >68.57x</td>\n",
+       "      <td id=\"T_2c730_row3_col3\" class=\"data row3 col3\" >148.62x</td>\n",
+       "      <td id=\"T_2c730_row3_col4\" class=\"data row3 col4\" >1.00x</td>\n",
+       "      <td id=\"T_2c730_row3_col5\" class=\"data row3 col5\" >110.55x</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th id=\"T_ce17d_level0_row4\" class=\"row_heading level0 row4\" >Time series symmetric calculation</th>\n",
-       "      <td id=\"T_ce17d_row4_col0\" class=\"data row4 col0\" >290.78x</td>\n",
-       "      <td id=\"T_ce17d_row4_col1\" class=\"data row4 col1\" >556.01x</td>\n",
-       "      <td id=\"T_ce17d_row4_col2\" class=\"data row4 col2\" >535.18x</td>\n",
-       "      <td id=\"T_ce17d_row4_col3\" class=\"data row4 col3\" >549.43x</td>\n",
-       "      <td id=\"T_ce17d_row4_col4\" class=\"data row4 col4\" >1.00x</td>\n",
-       "      <td id=\"T_ce17d_row4_col5\" class=\"data row4 col5\" >0.00x</td>\n",
+       "      <th id=\"T_2c730_level0_row4\" class=\"row_heading level0 row4\" >Time series symmetric calculation</th>\n",
+       "      <td id=\"T_2c730_row4_col0\" class=\"data row4 col0\" >74.16x</td>\n",
+       "      <td id=\"T_2c730_row4_col1\" class=\"data row4 col1\" >68.49x</td>\n",
+       "      <td id=\"T_2c730_row4_col2\" class=\"data row4 col2\" >29.89x</td>\n",
+       "      <td id=\"T_2c730_row4_col3\" class=\"data row4 col3\" >48.90x</td>\n",
+       "      <td id=\"T_2c730_row4_col4\" class=\"data row4 col4\" >1.00x</td>\n",
+       "      <td id=\"T_2c730_row4_col5\" class=\"data row4 col5\" >0.00x</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th id=\"T_ce17d_level0_row5\" class=\"row_heading level0 row5\" >Time series asymmetric calculation</th>\n",
-       "      <td id=\"T_ce17d_row5_col0\" class=\"data row5 col0\" >929.56x</td>\n",
-       "      <td id=\"T_ce17d_row5_col1\" class=\"data row5 col1\" >955.47x</td>\n",
-       "      <td id=\"T_ce17d_row5_col2\" class=\"data row5 col2\" >443.29x</td>\n",
-       "      <td id=\"T_ce17d_row5_col3\" class=\"data row5 col3\" >513.98x</td>\n",
-       "      <td id=\"T_ce17d_row5_col4\" class=\"data row5 col4\" >1.00x</td>\n",
-       "      <td id=\"T_ce17d_row5_col5\" class=\"data row5 col5\" >148.91x</td>\n",
+       "      <th id=\"T_2c730_level0_row5\" class=\"row_heading level0 row5\" >Time series asymmetric calculation</th>\n",
+       "      <td id=\"T_2c730_row5_col0\" class=\"data row5 col0\" >293.22x</td>\n",
+       "      <td id=\"T_2c730_row5_col1\" class=\"data row5 col1\" >289.08x</td>\n",
+       "      <td id=\"T_2c730_row5_col2\" class=\"data row5 col2\" >92.68x</td>\n",
+       "      <td id=\"T_2c730_row5_col3\" class=\"data row5 col3\" >210.18x</td>\n",
+       "      <td id=\"T_2c730_row5_col4\" class=\"data row5 col4\" >1.00x</td>\n",
+       "      <td id=\"T_2c730_row5_col5\" class=\"data row5 col5\" >83.56x</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th id=\"T_ce17d_level0_row6\" class=\"row_heading level0 row6\" >N-1 symmetric calculation</th>\n",
-       "      <td id=\"T_ce17d_row6_col0\" class=\"data row6 col0\" >317.78x</td>\n",
-       "      <td id=\"T_ce17d_row6_col1\" class=\"data row6 col1\" >462.87x</td>\n",
-       "      <td id=\"T_ce17d_row6_col2\" class=\"data row6 col2\" >416.78x</td>\n",
-       "      <td id=\"T_ce17d_row6_col3\" class=\"data row6 col3\" >430.62x</td>\n",
-       "      <td id=\"T_ce17d_row6_col4\" class=\"data row6 col4\" >1.00x</td>\n",
-       "      <td id=\"T_ce17d_row6_col5\" class=\"data row6 col5\" >0.00x</td>\n",
+       "      <th id=\"T_2c730_level0_row6\" class=\"row_heading level0 row6\" >N-1 symmetric calculation</th>\n",
+       "      <td id=\"T_2c730_row6_col0\" class=\"data row6 col0\" >23.01x</td>\n",
+       "      <td id=\"T_2c730_row6_col1\" class=\"data row6 col1\" >22.50x</td>\n",
+       "      <td id=\"T_2c730_row6_col2\" class=\"data row6 col2\" >14.93x</td>\n",
+       "      <td id=\"T_2c730_row6_col3\" class=\"data row6 col3\" >19.63x</td>\n",
+       "      <td id=\"T_2c730_row6_col4\" class=\"data row6 col4\" >1.00x</td>\n",
+       "      <td id=\"T_2c730_row6_col5\" class=\"data row6 col5\" >0.00x</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th id=\"T_ce17d_level0_row7\" class=\"row_heading level0 row7\" >N-1 asymmetric calculation</th>\n",
-       "      <td id=\"T_ce17d_row7_col0\" class=\"data row7 col0\" >473.49x</td>\n",
-       "      <td id=\"T_ce17d_row7_col1\" class=\"data row7 col1\" >483.67x</td>\n",
-       "      <td id=\"T_ce17d_row7_col2\" class=\"data row7 col2\" >456.68x</td>\n",
-       "      <td id=\"T_ce17d_row7_col3\" class=\"data row7 col3\" >581.92x</td>\n",
-       "      <td id=\"T_ce17d_row7_col4\" class=\"data row7 col4\" >1.00x</td>\n",
-       "      <td id=\"T_ce17d_row7_col5\" class=\"data row7 col5\" >0.00x</td>\n",
+       "      <th id=\"T_2c730_level0_row7\" class=\"row_heading level0 row7\" >N-1 asymmetric calculation</th>\n",
+       "      <td id=\"T_2c730_row7_col0\" class=\"data row7 col0\" >166.28x</td>\n",
+       "      <td id=\"T_2c730_row7_col1\" class=\"data row7 col1\" >156.44x</td>\n",
+       "      <td id=\"T_2c730_row7_col2\" class=\"data row7 col2\" >65.80x</td>\n",
+       "      <td id=\"T_2c730_row7_col3\" class=\"data row7 col3\" >138.78x</td>\n",
+       "      <td id=\"T_2c730_row7_col4\" class=\"data row7 col4\" >1.00x</td>\n",
+       "      <td id=\"T_2c730_row7_col5\" class=\"data row7 col5\" >0.00x</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n"
       ],
       "text/plain": [
-       "<pandas.io.formats.style.Styler at 0x7f66197b72b0>"
+       "<pandas.io.formats.style.Styler at 0x7fe4b7bdabc0>"
       ]
      },
      "metadata": {},