diff --git a/docs/source/examples/example_codecarbon.ipynb b/docs/source/examples/example_codecarbon.ipynb
index f425a0db..074074e3 100644
--- a/docs/source/examples/example_codecarbon.ipynb
+++ b/docs/source/examples/example_codecarbon.ipynb
@@ -59,7 +59,7 @@
 				"[codecarbon]\n",
 				"offline_mode = False\n",
 				"measure_power_secs = 25\n",
-				"tracking_mode = machine \n",
+				"tracking_mode = process\n",
 				"log_level = error\n",
 				"save_to_file = True\n",
 				"output_dir = output/CodeCarbon\n",
@@ -245,17 +245,17 @@
 							"      <td>5</td>\n",
 							"      <td>2</td>\n",
 							"      <td>linear</td>\n",
-							"      <td>2023-05-19 13:42:41</td>\n",
-							"      <td>created</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
+							"      <td>2023-05-26 10:54:27</td>\n",
+							"      <td>done</td>\n",
+							"      <td>2023-05-26 10:54:27</td>\n",
+							"      <td>example_notebook</td>\n",
+							"      <td>Worklaptop</td>\n",
+							"      <td>Pipeline(steps=[('standardscaler', StandardSca...</td>\n",
+							"      <td>0.971667</td>\n",
+							"      <td>0.971667</td>\n",
+							"      <td>0.966667</td>\n",
+							"      <td>0.966667</td>\n",
+							"      <td>2023-05-26 10:54:34</td>\n",
 							"      <td>None</td>\n",
 							"    </tr>\n",
 							"    <tr>\n",
@@ -265,17 +265,17 @@
 							"      <td>5</td>\n",
 							"      <td>4</td>\n",
 							"      <td>linear</td>\n",
-							"      <td>2023-05-19 13:42:41</td>\n",
-							"      <td>created</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
+							"      <td>2023-05-26 10:54:27</td>\n",
+							"      <td>done</td>\n",
+							"      <td>2023-05-26 10:54:34</td>\n",
+							"      <td>example_notebook</td>\n",
+							"      <td>Worklaptop</td>\n",
+							"      <td>Pipeline(steps=[('standardscaler', StandardSca...</td>\n",
+							"      <td>0.971667</td>\n",
+							"      <td>0.971667</td>\n",
+							"      <td>0.966667</td>\n",
+							"      <td>0.966667</td>\n",
+							"      <td>2023-05-26 10:54:39</td>\n",
 							"      <td>None</td>\n",
 							"    </tr>\n",
 							"    <tr>\n",
@@ -285,17 +285,17 @@
 							"      <td>5</td>\n",
 							"      <td>6</td>\n",
 							"      <td>linear</td>\n",
-							"      <td>2023-05-19 13:42:41</td>\n",
-							"      <td>created</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
+							"      <td>2023-05-26 10:54:27</td>\n",
+							"      <td>done</td>\n",
+							"      <td>2023-05-26 10:54:39</td>\n",
+							"      <td>example_notebook</td>\n",
+							"      <td>Worklaptop</td>\n",
+							"      <td>Pipeline(steps=[('standardscaler', StandardSca...</td>\n",
+							"      <td>0.971667</td>\n",
+							"      <td>0.971667</td>\n",
+							"      <td>0.966667</td>\n",
+							"      <td>0.966667</td>\n",
+							"      <td>2023-05-26 10:54:44</td>\n",
 							"      <td>None</td>\n",
 							"    </tr>\n",
 							"    <tr>\n",
@@ -305,17 +305,17 @@
 							"      <td>5</td>\n",
 							"      <td>2</td>\n",
 							"      <td>poly</td>\n",
-							"      <td>2023-05-19 13:42:41</td>\n",
-							"      <td>created</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
+							"      <td>2023-05-26 10:54:27</td>\n",
+							"      <td>done</td>\n",
+							"      <td>2023-05-26 10:54:45</td>\n",
+							"      <td>example_notebook</td>\n",
+							"      <td>Worklaptop</td>\n",
+							"      <td>Pipeline(steps=[('standardscaler', StandardSca...</td>\n",
+							"      <td>0.936667</td>\n",
+							"      <td>0.936667</td>\n",
+							"      <td>0.933333</td>\n",
+							"      <td>0.933333</td>\n",
+							"      <td>2023-05-26 10:54:50</td>\n",
 							"      <td>None</td>\n",
 							"    </tr>\n",
 							"    <tr>\n",
@@ -325,17 +325,17 @@
 							"      <td>5</td>\n",
 							"      <td>4</td>\n",
 							"      <td>poly</td>\n",
-							"      <td>2023-05-19 13:42:41</td>\n",
-							"      <td>created</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
+							"      <td>2023-05-26 10:54:27</td>\n",
+							"      <td>done</td>\n",
+							"      <td>2023-05-26 10:54:50</td>\n",
+							"      <td>example_notebook</td>\n",
+							"      <td>Worklaptop</td>\n",
+							"      <td>Pipeline(steps=[('standardscaler', StandardSca...</td>\n",
+							"      <td>0.936667</td>\n",
+							"      <td>0.936667</td>\n",
+							"      <td>0.933333</td>\n",
+							"      <td>0.933333</td>\n",
+							"      <td>2023-05-26 10:54:55</td>\n",
 							"      <td>None</td>\n",
 							"    </tr>\n",
 							"    <tr>\n",
@@ -345,17 +345,17 @@
 							"      <td>5</td>\n",
 							"      <td>6</td>\n",
 							"      <td>poly</td>\n",
-							"      <td>2023-05-19 13:42:41</td>\n",
-							"      <td>created</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
+							"      <td>2023-05-26 10:54:27</td>\n",
+							"      <td>done</td>\n",
+							"      <td>2023-05-26 10:54:55</td>\n",
+							"      <td>example_notebook</td>\n",
+							"      <td>Worklaptop</td>\n",
+							"      <td>Pipeline(steps=[('standardscaler', StandardSca...</td>\n",
+							"      <td>0.936667</td>\n",
+							"      <td>0.936667</td>\n",
+							"      <td>0.933333</td>\n",
+							"      <td>0.933333</td>\n",
+							"      <td>2023-05-26 10:55:00</td>\n",
 							"      <td>None</td>\n",
 							"    </tr>\n",
 							"    <tr>\n",
@@ -365,17 +365,17 @@
 							"      <td>5</td>\n",
 							"      <td>2</td>\n",
 							"      <td>rbf</td>\n",
-							"      <td>2023-05-19 13:42:41</td>\n",
-							"      <td>created</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
+							"      <td>2023-05-26 10:54:27</td>\n",
+							"      <td>done</td>\n",
+							"      <td>2023-05-26 10:55:00</td>\n",
+							"      <td>example_notebook</td>\n",
+							"      <td>Worklaptop</td>\n",
+							"      <td>Pipeline(steps=[('standardscaler', StandardSca...</td>\n",
+							"      <td>0.975000</td>\n",
+							"      <td>0.975000</td>\n",
+							"      <td>0.966667</td>\n",
+							"      <td>0.966667</td>\n",
+							"      <td>2023-05-26 10:55:06</td>\n",
 							"      <td>None</td>\n",
 							"    </tr>\n",
 							"    <tr>\n",
@@ -385,17 +385,17 @@
 							"      <td>5</td>\n",
 							"      <td>4</td>\n",
 							"      <td>rbf</td>\n",
-							"      <td>2023-05-19 13:42:41</td>\n",
-							"      <td>created</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
+							"      <td>2023-05-26 10:54:27</td>\n",
+							"      <td>done</td>\n",
+							"      <td>2023-05-26 10:55:06</td>\n",
+							"      <td>example_notebook</td>\n",
+							"      <td>Worklaptop</td>\n",
+							"      <td>Pipeline(steps=[('standardscaler', StandardSca...</td>\n",
+							"      <td>0.975000</td>\n",
+							"      <td>0.975000</td>\n",
+							"      <td>0.966667</td>\n",
+							"      <td>0.966667</td>\n",
+							"      <td>2023-05-26 10:55:11</td>\n",
 							"      <td>None</td>\n",
 							"    </tr>\n",
 							"    <tr>\n",
@@ -405,17 +405,17 @@
 							"      <td>5</td>\n",
 							"      <td>6</td>\n",
 							"      <td>rbf</td>\n",
-							"      <td>2023-05-19 13:42:41</td>\n",
-							"      <td>created</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
+							"      <td>2023-05-26 10:54:27</td>\n",
+							"      <td>done</td>\n",
+							"      <td>2023-05-26 10:55:11</td>\n",
+							"      <td>example_notebook</td>\n",
+							"      <td>Worklaptop</td>\n",
+							"      <td>Pipeline(steps=[('standardscaler', StandardSca...</td>\n",
+							"      <td>0.975000</td>\n",
+							"      <td>0.975000</td>\n",
+							"      <td>0.966667</td>\n",
+							"      <td>0.966667</td>\n",
+							"      <td>2023-05-26 10:55:16</td>\n",
 							"      <td>None</td>\n",
 							"    </tr>\n",
 							"    <tr>\n",
@@ -425,17 +425,17 @@
 							"      <td>5</td>\n",
 							"      <td>2</td>\n",
 							"      <td>sigmoid</td>\n",
-							"      <td>2023-05-19 13:42:41</td>\n",
-							"      <td>created</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
+							"      <td>2023-05-26 10:54:27</td>\n",
+							"      <td>done</td>\n",
+							"      <td>2023-05-26 10:55:16</td>\n",
+							"      <td>example_notebook</td>\n",
+							"      <td>Worklaptop</td>\n",
+							"      <td>Pipeline(steps=[('standardscaler', StandardSca...</td>\n",
+							"      <td>0.896667</td>\n",
+							"      <td>0.896667</td>\n",
+							"      <td>0.893333</td>\n",
+							"      <td>0.893333</td>\n",
+							"      <td>2023-05-26 10:55:22</td>\n",
 							"      <td>None</td>\n",
 							"    </tr>\n",
 							"    <tr>\n",
@@ -445,17 +445,17 @@
 							"      <td>5</td>\n",
 							"      <td>4</td>\n",
 							"      <td>sigmoid</td>\n",
-							"      <td>2023-05-19 13:42:41</td>\n",
-							"      <td>created</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
+							"      <td>2023-05-26 10:54:27</td>\n",
+							"      <td>done</td>\n",
+							"      <td>2023-05-26 10:55:22</td>\n",
+							"      <td>example_notebook</td>\n",
+							"      <td>Worklaptop</td>\n",
+							"      <td>Pipeline(steps=[('standardscaler', StandardSca...</td>\n",
+							"      <td>0.896667</td>\n",
+							"      <td>0.896667</td>\n",
+							"      <td>0.893333</td>\n",
+							"      <td>0.893333</td>\n",
+							"      <td>2023-05-26 10:55:27</td>\n",
 							"      <td>None</td>\n",
 							"    </tr>\n",
 							"    <tr>\n",
@@ -465,17 +465,17 @@
 							"      <td>5</td>\n",
 							"      <td>6</td>\n",
 							"      <td>sigmoid</td>\n",
-							"      <td>2023-05-19 13:42:41</td>\n",
-							"      <td>created</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
-							"      <td>None</td>\n",
+							"      <td>2023-05-26 10:54:27</td>\n",
+							"      <td>done</td>\n",
+							"      <td>2023-05-26 10:55:27</td>\n",
+							"      <td>example_notebook</td>\n",
+							"      <td>Worklaptop</td>\n",
+							"      <td>Pipeline(steps=[('standardscaler', StandardSca...</td>\n",
+							"      <td>0.896667</td>\n",
+							"      <td>0.896667</td>\n",
+							"      <td>0.893333</td>\n",
+							"      <td>0.893333</td>\n",
+							"      <td>2023-05-26 10:55:32</td>\n",
 							"      <td>None</td>\n",
 							"    </tr>\n",
 							"  </tbody>\n",
@@ -484,46 +484,60 @@
 						],
 						"text/plain": [
 							"    ID dataset  cross_validation_splits  seed   kernel        creation_date  \\\n",
-							"0    1    iris                        5     2   linear  2023-05-19 13:42:41   \n",
-							"1    2    iris                        5     4   linear  2023-05-19 13:42:41   \n",
-							"2    3    iris                        5     6   linear  2023-05-19 13:42:41   \n",
-							"3    4    iris                        5     2     poly  2023-05-19 13:42:41   \n",
-							"4    5    iris                        5     4     poly  2023-05-19 13:42:41   \n",
-							"5    6    iris                        5     6     poly  2023-05-19 13:42:41   \n",
-							"6    7    iris                        5     2      rbf  2023-05-19 13:42:41   \n",
-							"7    8    iris                        5     4      rbf  2023-05-19 13:42:41   \n",
-							"8    9    iris                        5     6      rbf  2023-05-19 13:42:41   \n",
-							"9   10    iris                        5     2  sigmoid  2023-05-19 13:42:41   \n",
-							"10  11    iris                        5     4  sigmoid  2023-05-19 13:42:41   \n",
-							"11  12    iris                        5     6  sigmoid  2023-05-19 13:42:41   \n",
+							"0    1    iris                        5     2   linear  2023-05-26 10:54:27   \n",
+							"1    2    iris                        5     4   linear  2023-05-26 10:54:27   \n",
+							"2    3    iris                        5     6   linear  2023-05-26 10:54:27   \n",
+							"3    4    iris                        5     2     poly  2023-05-26 10:54:27   \n",
+							"4    5    iris                        5     4     poly  2023-05-26 10:54:27   \n",
+							"5    6    iris                        5     6     poly  2023-05-26 10:54:27   \n",
+							"6    7    iris                        5     2      rbf  2023-05-26 10:54:27   \n",
+							"7    8    iris                        5     4      rbf  2023-05-26 10:54:27   \n",
+							"8    9    iris                        5     6      rbf  2023-05-26 10:54:27   \n",
+							"9   10    iris                        5     2  sigmoid  2023-05-26 10:54:27   \n",
+							"10  11    iris                        5     4  sigmoid  2023-05-26 10:54:27   \n",
+							"11  12    iris                        5     6  sigmoid  2023-05-26 10:54:27   \n",
 							"\n",
-							"     status start_date  name machine pipeline train_f1 train_accuracy test_f1  \\\n",
-							"0   created       None  None    None     None     None           None    None   \n",
-							"1   created       None  None    None     None     None           None    None   \n",
-							"2   created       None  None    None     None     None           None    None   \n",
-							"3   created       None  None    None     None     None           None    None   \n",
-							"4   created       None  None    None     None     None           None    None   \n",
-							"5   created       None  None    None     None     None           None    None   \n",
-							"6   created       None  None    None     None     None           None    None   \n",
-							"7   created       None  None    None     None     None           None    None   \n",
-							"8   created       None  None    None     None     None           None    None   \n",
-							"9   created       None  None    None     None     None           None    None   \n",
-							"10  created       None  None    None     None     None           None    None   \n",
-							"11  created       None  None    None     None     None           None    None   \n",
+							"   status           start_date              name     machine  \\\n",
+							"0    done  2023-05-26 10:54:27  example_notebook  Worklaptop   \n",
+							"1    done  2023-05-26 10:54:34  example_notebook  Worklaptop   \n",
+							"2    done  2023-05-26 10:54:39  example_notebook  Worklaptop   \n",
+							"3    done  2023-05-26 10:54:45  example_notebook  Worklaptop   \n",
+							"4    done  2023-05-26 10:54:50  example_notebook  Worklaptop   \n",
+							"5    done  2023-05-26 10:54:55  example_notebook  Worklaptop   \n",
+							"6    done  2023-05-26 10:55:00  example_notebook  Worklaptop   \n",
+							"7    done  2023-05-26 10:55:06  example_notebook  Worklaptop   \n",
+							"8    done  2023-05-26 10:55:11  example_notebook  Worklaptop   \n",
+							"9    done  2023-05-26 10:55:16  example_notebook  Worklaptop   \n",
+							"10   done  2023-05-26 10:55:22  example_notebook  Worklaptop   \n",
+							"11   done  2023-05-26 10:55:27  example_notebook  Worklaptop   \n",
 							"\n",
-							"   test_accuracy end_date error  \n",
-							"0           None     None  None  \n",
-							"1           None     None  None  \n",
-							"2           None     None  None  \n",
-							"3           None     None  None  \n",
-							"4           None     None  None  \n",
-							"5           None     None  None  \n",
-							"6           None     None  None  \n",
-							"7           None     None  None  \n",
-							"8           None     None  None  \n",
-							"9           None     None  None  \n",
-							"10          None     None  None  \n",
-							"11          None     None  None  "
+							"                                             pipeline  train_f1  \\\n",
+							"0   Pipeline(steps=[('standardscaler', StandardSca...  0.971667   \n",
+							"1   Pipeline(steps=[('standardscaler', StandardSca...  0.971667   \n",
+							"2   Pipeline(steps=[('standardscaler', StandardSca...  0.971667   \n",
+							"3   Pipeline(steps=[('standardscaler', StandardSca...  0.936667   \n",
+							"4   Pipeline(steps=[('standardscaler', StandardSca...  0.936667   \n",
+							"5   Pipeline(steps=[('standardscaler', StandardSca...  0.936667   \n",
+							"6   Pipeline(steps=[('standardscaler', StandardSca...  0.975000   \n",
+							"7   Pipeline(steps=[('standardscaler', StandardSca...  0.975000   \n",
+							"8   Pipeline(steps=[('standardscaler', StandardSca...  0.975000   \n",
+							"9   Pipeline(steps=[('standardscaler', StandardSca...  0.896667   \n",
+							"10  Pipeline(steps=[('standardscaler', StandardSca...  0.896667   \n",
+							"11  Pipeline(steps=[('standardscaler', StandardSca...  0.896667   \n",
+							"\n",
+							"    train_accuracy   test_f1  test_accuracy             end_date error  \n",
+							"0         0.971667  0.966667       0.966667  2023-05-26 10:54:34  None  \n",
+							"1         0.971667  0.966667       0.966667  2023-05-26 10:54:39  None  \n",
+							"2         0.971667  0.966667       0.966667  2023-05-26 10:54:44  None  \n",
+							"3         0.936667  0.933333       0.933333  2023-05-26 10:54:50  None  \n",
+							"4         0.936667  0.933333       0.933333  2023-05-26 10:54:55  None  \n",
+							"5         0.936667  0.933333       0.933333  2023-05-26 10:55:00  None  \n",
+							"6         0.975000  0.966667       0.966667  2023-05-26 10:55:06  None  \n",
+							"7         0.975000  0.966667       0.966667  2023-05-26 10:55:11  None  \n",
+							"8         0.975000  0.966667       0.966667  2023-05-26 10:55:16  None  \n",
+							"9         0.896667  0.893333       0.893333  2023-05-26 10:55:22  None  \n",
+							"10        0.896667  0.893333       0.893333  2023-05-26 10:55:27  None  \n",
+							"11        0.896667  0.893333       0.893333  2023-05-26 10:55:32  None  "
 						]
 					},
 					"execution_count": 4,
@@ -611,9 +625,9 @@
 							"      <td>5</td>\n",
 							"      <td>2</td>\n",
 							"      <td>linear</td>\n",
-							"      <td>2023-05-19 13:42:41</td>\n",
+							"      <td>2023-05-26 10:54:27</td>\n",
 							"      <td>done</td>\n",
-							"      <td>2023-05-19 13:42:41</td>\n",
+							"      <td>2023-05-26 10:54:27</td>\n",
 							"      <td>example_notebook</td>\n",
 							"      <td>Worklaptop</td>\n",
 							"      <td>Pipeline(steps=[('standardscaler', StandardSca...</td>\n",
@@ -621,7 +635,7 @@
 							"      <td>0.971667</td>\n",
 							"      <td>0.966667</td>\n",
 							"      <td>0.966667</td>\n",
-							"      <td>2023-05-19 13:42:47</td>\n",
+							"      <td>2023-05-26 10:54:34</td>\n",
 							"      <td>None</td>\n",
 							"    </tr>\n",
 							"    <tr>\n",
@@ -631,9 +645,9 @@
 							"      <td>5</td>\n",
 							"      <td>4</td>\n",
 							"      <td>linear</td>\n",
-							"      <td>2023-05-19 13:42:41</td>\n",
+							"      <td>2023-05-26 10:54:27</td>\n",
 							"      <td>done</td>\n",
-							"      <td>2023-05-19 13:42:47</td>\n",
+							"      <td>2023-05-26 10:54:34</td>\n",
 							"      <td>example_notebook</td>\n",
 							"      <td>Worklaptop</td>\n",
 							"      <td>Pipeline(steps=[('standardscaler', StandardSca...</td>\n",
@@ -641,7 +655,7 @@
 							"      <td>0.971667</td>\n",
 							"      <td>0.966667</td>\n",
 							"      <td>0.966667</td>\n",
-							"      <td>2023-05-19 13:42:52</td>\n",
+							"      <td>2023-05-26 10:54:39</td>\n",
 							"      <td>None</td>\n",
 							"    </tr>\n",
 							"    <tr>\n",
@@ -651,9 +665,9 @@
 							"      <td>5</td>\n",
 							"      <td>6</td>\n",
 							"      <td>linear</td>\n",
-							"      <td>2023-05-19 13:42:41</td>\n",
+							"      <td>2023-05-26 10:54:27</td>\n",
 							"      <td>done</td>\n",
-							"      <td>2023-05-19 13:42:52</td>\n",
+							"      <td>2023-05-26 10:54:39</td>\n",
 							"      <td>example_notebook</td>\n",
 							"      <td>Worklaptop</td>\n",
 							"      <td>Pipeline(steps=[('standardscaler', StandardSca...</td>\n",
@@ -661,7 +675,7 @@
 							"      <td>0.971667</td>\n",
 							"      <td>0.966667</td>\n",
 							"      <td>0.966667</td>\n",
-							"      <td>2023-05-19 13:42:57</td>\n",
+							"      <td>2023-05-26 10:54:44</td>\n",
 							"      <td>None</td>\n",
 							"    </tr>\n",
 							"    <tr>\n",
@@ -671,9 +685,9 @@
 							"      <td>5</td>\n",
 							"      <td>2</td>\n",
 							"      <td>poly</td>\n",
-							"      <td>2023-05-19 13:42:41</td>\n",
+							"      <td>2023-05-26 10:54:27</td>\n",
 							"      <td>done</td>\n",
-							"      <td>2023-05-19 13:42:58</td>\n",
+							"      <td>2023-05-26 10:54:45</td>\n",
 							"      <td>example_notebook</td>\n",
 							"      <td>Worklaptop</td>\n",
 							"      <td>Pipeline(steps=[('standardscaler', StandardSca...</td>\n",
@@ -681,7 +695,7 @@
 							"      <td>0.936667</td>\n",
 							"      <td>0.933333</td>\n",
 							"      <td>0.933333</td>\n",
-							"      <td>2023-05-19 13:43:03</td>\n",
+							"      <td>2023-05-26 10:54:50</td>\n",
 							"      <td>None</td>\n",
 							"    </tr>\n",
 							"    <tr>\n",
@@ -691,9 +705,9 @@
 							"      <td>5</td>\n",
 							"      <td>4</td>\n",
 							"      <td>poly</td>\n",
-							"      <td>2023-05-19 13:42:41</td>\n",
+							"      <td>2023-05-26 10:54:27</td>\n",
 							"      <td>done</td>\n",
-							"      <td>2023-05-19 13:43:03</td>\n",
+							"      <td>2023-05-26 10:54:50</td>\n",
 							"      <td>example_notebook</td>\n",
 							"      <td>Worklaptop</td>\n",
 							"      <td>Pipeline(steps=[('standardscaler', StandardSca...</td>\n",
@@ -701,7 +715,7 @@
 							"      <td>0.936667</td>\n",
 							"      <td>0.933333</td>\n",
 							"      <td>0.933333</td>\n",
-							"      <td>2023-05-19 13:43:09</td>\n",
+							"      <td>2023-05-26 10:54:55</td>\n",
 							"      <td>None</td>\n",
 							"    </tr>\n",
 							"    <tr>\n",
@@ -711,9 +725,9 @@
 							"      <td>5</td>\n",
 							"      <td>6</td>\n",
 							"      <td>poly</td>\n",
-							"      <td>2023-05-19 13:42:41</td>\n",
+							"      <td>2023-05-26 10:54:27</td>\n",
 							"      <td>done</td>\n",
-							"      <td>2023-05-19 13:43:09</td>\n",
+							"      <td>2023-05-26 10:54:55</td>\n",
 							"      <td>example_notebook</td>\n",
 							"      <td>Worklaptop</td>\n",
 							"      <td>Pipeline(steps=[('standardscaler', StandardSca...</td>\n",
@@ -721,7 +735,7 @@
 							"      <td>0.936667</td>\n",
 							"      <td>0.933333</td>\n",
 							"      <td>0.933333</td>\n",
-							"      <td>2023-05-19 13:43:14</td>\n",
+							"      <td>2023-05-26 10:55:00</td>\n",
 							"      <td>None</td>\n",
 							"    </tr>\n",
 							"    <tr>\n",
@@ -731,9 +745,9 @@
 							"      <td>5</td>\n",
 							"      <td>2</td>\n",
 							"      <td>rbf</td>\n",
-							"      <td>2023-05-19 13:42:41</td>\n",
+							"      <td>2023-05-26 10:54:27</td>\n",
 							"      <td>done</td>\n",
-							"      <td>2023-05-19 13:43:14</td>\n",
+							"      <td>2023-05-26 10:55:00</td>\n",
 							"      <td>example_notebook</td>\n",
 							"      <td>Worklaptop</td>\n",
 							"      <td>Pipeline(steps=[('standardscaler', StandardSca...</td>\n",
@@ -741,7 +755,7 @@
 							"      <td>0.975000</td>\n",
 							"      <td>0.966667</td>\n",
 							"      <td>0.966667</td>\n",
-							"      <td>2023-05-19 13:43:19</td>\n",
+							"      <td>2023-05-26 10:55:06</td>\n",
 							"      <td>None</td>\n",
 							"    </tr>\n",
 							"    <tr>\n",
@@ -751,9 +765,9 @@
 							"      <td>5</td>\n",
 							"      <td>4</td>\n",
 							"      <td>rbf</td>\n",
-							"      <td>2023-05-19 13:42:41</td>\n",
+							"      <td>2023-05-26 10:54:27</td>\n",
 							"      <td>done</td>\n",
-							"      <td>2023-05-19 13:43:19</td>\n",
+							"      <td>2023-05-26 10:55:06</td>\n",
 							"      <td>example_notebook</td>\n",
 							"      <td>Worklaptop</td>\n",
 							"      <td>Pipeline(steps=[('standardscaler', StandardSca...</td>\n",
@@ -761,7 +775,7 @@
 							"      <td>0.975000</td>\n",
 							"      <td>0.966667</td>\n",
 							"      <td>0.966667</td>\n",
-							"      <td>2023-05-19 13:43:25</td>\n",
+							"      <td>2023-05-26 10:55:11</td>\n",
 							"      <td>None</td>\n",
 							"    </tr>\n",
 							"    <tr>\n",
@@ -771,9 +785,9 @@
 							"      <td>5</td>\n",
 							"      <td>6</td>\n",
 							"      <td>rbf</td>\n",
-							"      <td>2023-05-19 13:42:41</td>\n",
+							"      <td>2023-05-26 10:54:27</td>\n",
 							"      <td>done</td>\n",
-							"      <td>2023-05-19 13:43:25</td>\n",
+							"      <td>2023-05-26 10:55:11</td>\n",
 							"      <td>example_notebook</td>\n",
 							"      <td>Worklaptop</td>\n",
 							"      <td>Pipeline(steps=[('standardscaler', StandardSca...</td>\n",
@@ -781,7 +795,7 @@
 							"      <td>0.975000</td>\n",
 							"      <td>0.966667</td>\n",
 							"      <td>0.966667</td>\n",
-							"      <td>2023-05-19 13:43:30</td>\n",
+							"      <td>2023-05-26 10:55:16</td>\n",
 							"      <td>None</td>\n",
 							"    </tr>\n",
 							"    <tr>\n",
@@ -791,9 +805,9 @@
 							"      <td>5</td>\n",
 							"      <td>2</td>\n",
 							"      <td>sigmoid</td>\n",
-							"      <td>2023-05-19 13:42:41</td>\n",
+							"      <td>2023-05-26 10:54:27</td>\n",
 							"      <td>done</td>\n",
-							"      <td>2023-05-19 13:43:30</td>\n",
+							"      <td>2023-05-26 10:55:16</td>\n",
 							"      <td>example_notebook</td>\n",
 							"      <td>Worklaptop</td>\n",
 							"      <td>Pipeline(steps=[('standardscaler', StandardSca...</td>\n",
@@ -801,7 +815,7 @@
 							"      <td>0.896667</td>\n",
 							"      <td>0.893333</td>\n",
 							"      <td>0.893333</td>\n",
-							"      <td>2023-05-19 13:43:36</td>\n",
+							"      <td>2023-05-26 10:55:22</td>\n",
 							"      <td>None</td>\n",
 							"    </tr>\n",
 							"    <tr>\n",
@@ -811,9 +825,9 @@
 							"      <td>5</td>\n",
 							"      <td>4</td>\n",
 							"      <td>sigmoid</td>\n",
-							"      <td>2023-05-19 13:42:41</td>\n",
+							"      <td>2023-05-26 10:54:27</td>\n",
 							"      <td>done</td>\n",
-							"      <td>2023-05-19 13:43:36</td>\n",
+							"      <td>2023-05-26 10:55:22</td>\n",
 							"      <td>example_notebook</td>\n",
 							"      <td>Worklaptop</td>\n",
 							"      <td>Pipeline(steps=[('standardscaler', StandardSca...</td>\n",
@@ -821,7 +835,7 @@
 							"      <td>0.896667</td>\n",
 							"      <td>0.893333</td>\n",
 							"      <td>0.893333</td>\n",
-							"      <td>2023-05-19 13:43:41</td>\n",
+							"      <td>2023-05-26 10:55:27</td>\n",
 							"      <td>None</td>\n",
 							"    </tr>\n",
 							"    <tr>\n",
@@ -831,9 +845,9 @@
 							"      <td>5</td>\n",
 							"      <td>6</td>\n",
 							"      <td>sigmoid</td>\n",
-							"      <td>2023-05-19 13:42:41</td>\n",
+							"      <td>2023-05-26 10:54:27</td>\n",
 							"      <td>done</td>\n",
-							"      <td>2023-05-19 13:43:41</td>\n",
+							"      <td>2023-05-26 10:55:27</td>\n",
 							"      <td>example_notebook</td>\n",
 							"      <td>Worklaptop</td>\n",
 							"      <td>Pipeline(steps=[('standardscaler', StandardSca...</td>\n",
@@ -841,7 +855,7 @@
 							"      <td>0.896667</td>\n",
 							"      <td>0.893333</td>\n",
 							"      <td>0.893333</td>\n",
-							"      <td>2023-05-19 13:43:46</td>\n",
+							"      <td>2023-05-26 10:55:32</td>\n",
 							"      <td>None</td>\n",
 							"    </tr>\n",
 							"  </tbody>\n",
@@ -850,32 +864,32 @@
 						],
 						"text/plain": [
 							"    ID dataset  cross_validation_splits  seed   kernel        creation_date  \\\n",
-							"0    1    iris                        5     2   linear  2023-05-19 13:42:41   \n",
-							"1    2    iris                        5     4   linear  2023-05-19 13:42:41   \n",
-							"2    3    iris                        5     6   linear  2023-05-19 13:42:41   \n",
-							"3    4    iris                        5     2     poly  2023-05-19 13:42:41   \n",
-							"4    5    iris                        5     4     poly  2023-05-19 13:42:41   \n",
-							"5    6    iris                        5     6     poly  2023-05-19 13:42:41   \n",
-							"6    7    iris                        5     2      rbf  2023-05-19 13:42:41   \n",
-							"7    8    iris                        5     4      rbf  2023-05-19 13:42:41   \n",
-							"8    9    iris                        5     6      rbf  2023-05-19 13:42:41   \n",
-							"9   10    iris                        5     2  sigmoid  2023-05-19 13:42:41   \n",
-							"10  11    iris                        5     4  sigmoid  2023-05-19 13:42:41   \n",
-							"11  12    iris                        5     6  sigmoid  2023-05-19 13:42:41   \n",
+							"0    1    iris                        5     2   linear  2023-05-26 10:54:27   \n",
+							"1    2    iris                        5     4   linear  2023-05-26 10:54:27   \n",
+							"2    3    iris                        5     6   linear  2023-05-26 10:54:27   \n",
+							"3    4    iris                        5     2     poly  2023-05-26 10:54:27   \n",
+							"4    5    iris                        5     4     poly  2023-05-26 10:54:27   \n",
+							"5    6    iris                        5     6     poly  2023-05-26 10:54:27   \n",
+							"6    7    iris                        5     2      rbf  2023-05-26 10:54:27   \n",
+							"7    8    iris                        5     4      rbf  2023-05-26 10:54:27   \n",
+							"8    9    iris                        5     6      rbf  2023-05-26 10:54:27   \n",
+							"9   10    iris                        5     2  sigmoid  2023-05-26 10:54:27   \n",
+							"10  11    iris                        5     4  sigmoid  2023-05-26 10:54:27   \n",
+							"11  12    iris                        5     6  sigmoid  2023-05-26 10:54:27   \n",
 							"\n",
 							"   status           start_date              name     machine  \\\n",
-							"0    done  2023-05-19 13:42:41  example_notebook  Worklaptop   \n",
-							"1    done  2023-05-19 13:42:47  example_notebook  Worklaptop   \n",
-							"2    done  2023-05-19 13:42:52  example_notebook  Worklaptop   \n",
-							"3    done  2023-05-19 13:42:58  example_notebook  Worklaptop   \n",
-							"4    done  2023-05-19 13:43:03  example_notebook  Worklaptop   \n",
-							"5    done  2023-05-19 13:43:09  example_notebook  Worklaptop   \n",
-							"6    done  2023-05-19 13:43:14  example_notebook  Worklaptop   \n",
-							"7    done  2023-05-19 13:43:19  example_notebook  Worklaptop   \n",
-							"8    done  2023-05-19 13:43:25  example_notebook  Worklaptop   \n",
-							"9    done  2023-05-19 13:43:30  example_notebook  Worklaptop   \n",
-							"10   done  2023-05-19 13:43:36  example_notebook  Worklaptop   \n",
-							"11   done  2023-05-19 13:43:41  example_notebook  Worklaptop   \n",
+							"0    done  2023-05-26 10:54:27  example_notebook  Worklaptop   \n",
+							"1    done  2023-05-26 10:54:34  example_notebook  Worklaptop   \n",
+							"2    done  2023-05-26 10:54:39  example_notebook  Worklaptop   \n",
+							"3    done  2023-05-26 10:54:45  example_notebook  Worklaptop   \n",
+							"4    done  2023-05-26 10:54:50  example_notebook  Worklaptop   \n",
+							"5    done  2023-05-26 10:54:55  example_notebook  Worklaptop   \n",
+							"6    done  2023-05-26 10:55:00  example_notebook  Worklaptop   \n",
+							"7    done  2023-05-26 10:55:06  example_notebook  Worklaptop   \n",
+							"8    done  2023-05-26 10:55:11  example_notebook  Worklaptop   \n",
+							"9    done  2023-05-26 10:55:16  example_notebook  Worklaptop   \n",
+							"10   done  2023-05-26 10:55:22  example_notebook  Worklaptop   \n",
+							"11   done  2023-05-26 10:55:27  example_notebook  Worklaptop   \n",
 							"\n",
 							"                                             pipeline  train_f1  \\\n",
 							"0   Pipeline(steps=[('standardscaler', StandardSca...  0.971667   \n",
@@ -892,18 +906,18 @@
 							"11  Pipeline(steps=[('standardscaler', StandardSca...  0.896667   \n",
 							"\n",
 							"    train_accuracy   test_f1  test_accuracy             end_date error  \n",
-							"0         0.971667  0.966667       0.966667  2023-05-19 13:42:47  None  \n",
-							"1         0.971667  0.966667       0.966667  2023-05-19 13:42:52  None  \n",
-							"2         0.971667  0.966667       0.966667  2023-05-19 13:42:57  None  \n",
-							"3         0.936667  0.933333       0.933333  2023-05-19 13:43:03  None  \n",
-							"4         0.936667  0.933333       0.933333  2023-05-19 13:43:09  None  \n",
-							"5         0.936667  0.933333       0.933333  2023-05-19 13:43:14  None  \n",
-							"6         0.975000  0.966667       0.966667  2023-05-19 13:43:19  None  \n",
-							"7         0.975000  0.966667       0.966667  2023-05-19 13:43:25  None  \n",
-							"8         0.975000  0.966667       0.966667  2023-05-19 13:43:30  None  \n",
-							"9         0.896667  0.893333       0.893333  2023-05-19 13:43:36  None  \n",
-							"10        0.896667  0.893333       0.893333  2023-05-19 13:43:41  None  \n",
-							"11        0.896667  0.893333       0.893333  2023-05-19 13:43:46  None  "
+							"0         0.971667  0.966667       0.966667  2023-05-26 10:54:34  None  \n",
+							"1         0.971667  0.966667       0.966667  2023-05-26 10:54:39  None  \n",
+							"2         0.971667  0.966667       0.966667  2023-05-26 10:54:44  None  \n",
+							"3         0.936667  0.933333       0.933333  2023-05-26 10:54:50  None  \n",
+							"4         0.936667  0.933333       0.933333  2023-05-26 10:54:55  None  \n",
+							"5         0.936667  0.933333       0.933333  2023-05-26 10:55:00  None  \n",
+							"6         0.975000  0.966667       0.966667  2023-05-26 10:55:06  None  \n",
+							"7         0.975000  0.966667       0.966667  2023-05-26 10:55:11  None  \n",
+							"8         0.975000  0.966667       0.966667  2023-05-26 10:55:16  None  \n",
+							"9         0.896667  0.893333       0.893333  2023-05-26 10:55:22  None  \n",
+							"10        0.896667  0.893333       0.893333  2023-05-26 10:55:27  None  \n",
+							"11        0.896667  0.893333       0.893333  2023-05-26 10:55:32  None  "
 						]
 					},
 					"execution_count": 5,
@@ -1091,11 +1105,11 @@
 							"      <th>0</th>\n",
 							"      <td>1</td>\n",
 							"      <td>1</td>\n",
-							"      <td>2023-05-19T13:42:47</td>\n",
+							"      <td>2023-05-26T10:54:34</td>\n",
 							"      <td>codecarbon</td>\n",
-							"      <td>1ae0a452-1f31-4cb5-bba7-5025fc24a310</td>\n",
-							"      <td>0.127287</td>\n",
-							"      <td>4.295425e-07</td>\n",
+							"      <td>2932a75d-b837-46b2-96be-ddd7b653ad5c</td>\n",
+							"      <td>0.148896</td>\n",
+							"      <td>4.171140e-07</td>\n",
 							"      <td>0.000003</td>\n",
 							"      <td>42.5</td>\n",
 							"      <td>0.0</td>\n",
@@ -1104,10 +1118,10 @@
 							"      <td>12th Gen Intel(R) Core(TM) i7-1260P</td>\n",
 							"      <td>None</td>\n",
 							"      <td>None</td>\n",
-							"      <td>9.491</td>\n",
-							"      <td>51.2993</td>\n",
+							"      <td>9.6491</td>\n",
+							"      <td>52.4112</td>\n",
 							"      <td>15.474876</td>\n",
-							"      <td>machine</td>\n",
+							"      <td>process</td>\n",
 							"      <td>N</td>\n",
 							"      <td>0</td>\n",
 							"    </tr>\n",
@@ -1115,11 +1129,11 @@
 							"      <th>1</th>\n",
 							"      <td>2</td>\n",
 							"      <td>2</td>\n",
-							"      <td>2023-05-19T13:42:52</td>\n",
+							"      <td>2023-05-26T10:54:39</td>\n",
 							"      <td>codecarbon</td>\n",
-							"      <td>5a788fe6-68ad-464c-9c93-00b9dab3d120</td>\n",
-							"      <td>0.129615</td>\n",
-							"      <td>4.349387e-07</td>\n",
+							"      <td>3852b792-2b03-4d54-b353-d135ab30dcae</td>\n",
+							"      <td>0.153603</td>\n",
+							"      <td>4.391955e-07</td>\n",
 							"      <td>0.000003</td>\n",
 							"      <td>42.5</td>\n",
 							"      <td>0.0</td>\n",
@@ -1128,10 +1142,10 @@
 							"      <td>12th Gen Intel(R) Core(TM) i7-1260P</td>\n",
 							"      <td>None</td>\n",
 							"      <td>None</td>\n",
-							"      <td>9.491</td>\n",
-							"      <td>51.2993</td>\n",
+							"      <td>9.6491</td>\n",
+							"      <td>52.4112</td>\n",
 							"      <td>15.474876</td>\n",
-							"      <td>machine</td>\n",
+							"      <td>process</td>\n",
 							"      <td>N</td>\n",
 							"      <td>0</td>\n",
 							"    </tr>\n",
@@ -1139,11 +1153,11 @@
 							"      <th>2</th>\n",
 							"      <td>3</td>\n",
 							"      <td>3</td>\n",
-							"      <td>2023-05-19T13:42:58</td>\n",
+							"      <td>2023-05-26T10:54:44</td>\n",
 							"      <td>codecarbon</td>\n",
-							"      <td>aa70d017-5702-4061-866a-85065d7705aa</td>\n",
-							"      <td>0.140740</td>\n",
-							"      <td>4.802010e-07</td>\n",
+							"      <td>7b1162f6-257e-439c-8e7a-dc9878840f16</td>\n",
+							"      <td>0.137040</td>\n",
+							"      <td>3.913845e-07</td>\n",
 							"      <td>0.000003</td>\n",
 							"      <td>42.5</td>\n",
 							"      <td>0.0</td>\n",
@@ -1152,10 +1166,10 @@
 							"      <td>12th Gen Intel(R) Core(TM) i7-1260P</td>\n",
 							"      <td>None</td>\n",
 							"      <td>None</td>\n",
-							"      <td>9.491</td>\n",
-							"      <td>51.2993</td>\n",
+							"      <td>9.6491</td>\n",
+							"      <td>52.4112</td>\n",
 							"      <td>15.474876</td>\n",
-							"      <td>machine</td>\n",
+							"      <td>process</td>\n",
 							"      <td>N</td>\n",
 							"      <td>0</td>\n",
 							"    </tr>\n",
@@ -1163,11 +1177,11 @@
 							"      <th>3</th>\n",
 							"      <td>4</td>\n",
 							"      <td>4</td>\n",
-							"      <td>2023-05-19T13:43:03</td>\n",
+							"      <td>2023-05-26T10:54:50</td>\n",
 							"      <td>codecarbon</td>\n",
-							"      <td>a6d17fbc-371b-4b37-ad40-849a0b4dc6a0</td>\n",
-							"      <td>0.145664</td>\n",
-							"      <td>5.013958e-07</td>\n",
+							"      <td>f6a64911-5f3d-422a-b702-b119f0f74363</td>\n",
+							"      <td>0.124181</td>\n",
+							"      <td>3.385132e-07</td>\n",
 							"      <td>0.000003</td>\n",
 							"      <td>42.5</td>\n",
 							"      <td>0.0</td>\n",
@@ -1176,10 +1190,10 @@
 							"      <td>12th Gen Intel(R) Core(TM) i7-1260P</td>\n",
 							"      <td>None</td>\n",
 							"      <td>None</td>\n",
-							"      <td>9.491</td>\n",
-							"      <td>51.2993</td>\n",
+							"      <td>9.6491</td>\n",
+							"      <td>52.4112</td>\n",
 							"      <td>15.474876</td>\n",
-							"      <td>machine</td>\n",
+							"      <td>process</td>\n",
 							"      <td>N</td>\n",
 							"      <td>0</td>\n",
 							"    </tr>\n",
@@ -1187,11 +1201,11 @@
 							"      <th>4</th>\n",
 							"      <td>5</td>\n",
 							"      <td>5</td>\n",
-							"      <td>2023-05-19T13:43:09</td>\n",
+							"      <td>2023-05-26T10:54:55</td>\n",
 							"      <td>codecarbon</td>\n",
-							"      <td>d5034158-5942-4547-9e97-b1c1d3561268</td>\n",
-							"      <td>0.134184</td>\n",
-							"      <td>4.522562e-07</td>\n",
+							"      <td>01a7061c-9d39-405a-a37a-c74601a8844d</td>\n",
+							"      <td>0.146363</td>\n",
+							"      <td>4.161777e-07</td>\n",
 							"      <td>0.000003</td>\n",
 							"      <td>42.5</td>\n",
 							"      <td>0.0</td>\n",
@@ -1200,10 +1214,10 @@
 							"      <td>12th Gen Intel(R) Core(TM) i7-1260P</td>\n",
 							"      <td>None</td>\n",
 							"      <td>None</td>\n",
-							"      <td>9.491</td>\n",
-							"      <td>51.2993</td>\n",
+							"      <td>9.6491</td>\n",
+							"      <td>52.4112</td>\n",
 							"      <td>15.474876</td>\n",
-							"      <td>machine</td>\n",
+							"      <td>process</td>\n",
 							"      <td>N</td>\n",
 							"      <td>0</td>\n",
 							"    </tr>\n",
@@ -1211,11 +1225,11 @@
 							"      <th>5</th>\n",
 							"      <td>6</td>\n",
 							"      <td>6</td>\n",
-							"      <td>2023-05-19T13:43:14</td>\n",
+							"      <td>2023-05-26T10:55:00</td>\n",
 							"      <td>codecarbon</td>\n",
-							"      <td>f702637b-58de-4a33-a2a4-9738c6ef03c1</td>\n",
-							"      <td>0.147449</td>\n",
-							"      <td>5.055414e-07</td>\n",
+							"      <td>fc9783ee-499d-4bc7-9add-bdbd71687601</td>\n",
+							"      <td>0.156363</td>\n",
+							"      <td>4.395515e-07</td>\n",
 							"      <td>0.000003</td>\n",
 							"      <td>42.5</td>\n",
 							"      <td>0.0</td>\n",
@@ -1224,10 +1238,10 @@
 							"      <td>12th Gen Intel(R) Core(TM) i7-1260P</td>\n",
 							"      <td>None</td>\n",
 							"      <td>None</td>\n",
-							"      <td>9.491</td>\n",
-							"      <td>51.2993</td>\n",
+							"      <td>9.6491</td>\n",
+							"      <td>52.4112</td>\n",
 							"      <td>15.474876</td>\n",
-							"      <td>machine</td>\n",
+							"      <td>process</td>\n",
 							"      <td>N</td>\n",
 							"      <td>0</td>\n",
 							"    </tr>\n",
@@ -1235,11 +1249,11 @@
 							"      <th>6</th>\n",
 							"      <td>7</td>\n",
 							"      <td>7</td>\n",
-							"      <td>2023-05-19T13:43:19</td>\n",
+							"      <td>2023-05-26T10:55:06</td>\n",
 							"      <td>codecarbon</td>\n",
-							"      <td>7ce9765d-456e-4e5c-883f-49be5c40d272</td>\n",
-							"      <td>0.155971</td>\n",
-							"      <td>5.126985e-07</td>\n",
+							"      <td>7a7f228e-3bd7-4ffd-9ba8-573a3cc93c23</td>\n",
+							"      <td>0.151444</td>\n",
+							"      <td>4.174322e-07</td>\n",
 							"      <td>0.000003</td>\n",
 							"      <td>42.5</td>\n",
 							"      <td>0.0</td>\n",
@@ -1248,10 +1262,10 @@
 							"      <td>12th Gen Intel(R) Core(TM) i7-1260P</td>\n",
 							"      <td>None</td>\n",
 							"      <td>None</td>\n",
-							"      <td>9.491</td>\n",
-							"      <td>51.2993</td>\n",
+							"      <td>9.6491</td>\n",
+							"      <td>52.4112</td>\n",
 							"      <td>15.474876</td>\n",
-							"      <td>machine</td>\n",
+							"      <td>process</td>\n",
 							"      <td>N</td>\n",
 							"      <td>0</td>\n",
 							"    </tr>\n",
@@ -1259,11 +1273,11 @@
 							"      <th>7</th>\n",
 							"      <td>8</td>\n",
 							"      <td>8</td>\n",
-							"      <td>2023-05-19T13:43:25</td>\n",
+							"      <td>2023-05-26T10:55:11</td>\n",
 							"      <td>codecarbon</td>\n",
-							"      <td>9b8e9f73-33b6-45fc-9e04-28bcc773f25b</td>\n",
-							"      <td>0.146029</td>\n",
-							"      <td>4.946110e-07</td>\n",
+							"      <td>7c4c29d2-7138-43eb-9fa2-7c50f6418f33</td>\n",
+							"      <td>0.158668</td>\n",
+							"      <td>4.486187e-07</td>\n",
 							"      <td>0.000003</td>\n",
 							"      <td>42.5</td>\n",
 							"      <td>0.0</td>\n",
@@ -1272,10 +1286,10 @@
 							"      <td>12th Gen Intel(R) Core(TM) i7-1260P</td>\n",
 							"      <td>None</td>\n",
 							"      <td>None</td>\n",
-							"      <td>9.491</td>\n",
-							"      <td>51.2993</td>\n",
+							"      <td>9.6491</td>\n",
+							"      <td>52.4112</td>\n",
 							"      <td>15.474876</td>\n",
-							"      <td>machine</td>\n",
+							"      <td>process</td>\n",
 							"      <td>N</td>\n",
 							"      <td>0</td>\n",
 							"    </tr>\n",
@@ -1283,11 +1297,11 @@
 							"      <th>8</th>\n",
 							"      <td>9</td>\n",
 							"      <td>9</td>\n",
-							"      <td>2023-05-19T13:43:30</td>\n",
+							"      <td>2023-05-26T10:55:16</td>\n",
 							"      <td>codecarbon</td>\n",
-							"      <td>c480badd-95cb-4c30-93a5-1b6e3ef28bd5</td>\n",
-							"      <td>0.149087</td>\n",
-							"      <td>5.102916e-07</td>\n",
+							"      <td>37b7f29a-0900-4d50-a580-0233b7fff7f0</td>\n",
+							"      <td>0.164625</td>\n",
+							"      <td>4.833391e-07</td>\n",
 							"      <td>0.000003</td>\n",
 							"      <td>42.5</td>\n",
 							"      <td>0.0</td>\n",
@@ -1296,10 +1310,10 @@
 							"      <td>12th Gen Intel(R) Core(TM) i7-1260P</td>\n",
 							"      <td>None</td>\n",
 							"      <td>None</td>\n",
-							"      <td>9.491</td>\n",
-							"      <td>51.2993</td>\n",
+							"      <td>9.6491</td>\n",
+							"      <td>52.4112</td>\n",
 							"      <td>15.474876</td>\n",
-							"      <td>machine</td>\n",
+							"      <td>process</td>\n",
 							"      <td>N</td>\n",
 							"      <td>0</td>\n",
 							"    </tr>\n",
@@ -1307,11 +1321,11 @@
 							"      <th>9</th>\n",
 							"      <td>10</td>\n",
 							"      <td>10</td>\n",
-							"      <td>2023-05-19T13:43:36</td>\n",
+							"      <td>2023-05-26T10:55:22</td>\n",
 							"      <td>codecarbon</td>\n",
-							"      <td>31780cb9-158c-4022-96b9-d28ff462dc4e</td>\n",
-							"      <td>0.138644</td>\n",
-							"      <td>4.637840e-07</td>\n",
+							"      <td>f6bddcd4-c740-47fd-887a-90f47ce8bc3a</td>\n",
+							"      <td>0.158521</td>\n",
+							"      <td>4.742527e-07</td>\n",
 							"      <td>0.000003</td>\n",
 							"      <td>42.5</td>\n",
 							"      <td>0.0</td>\n",
@@ -1320,10 +1334,10 @@
 							"      <td>12th Gen Intel(R) Core(TM) i7-1260P</td>\n",
 							"      <td>None</td>\n",
 							"      <td>None</td>\n",
-							"      <td>9.491</td>\n",
-							"      <td>51.2993</td>\n",
+							"      <td>9.6491</td>\n",
+							"      <td>52.4112</td>\n",
 							"      <td>15.474876</td>\n",
-							"      <td>machine</td>\n",
+							"      <td>process</td>\n",
 							"      <td>N</td>\n",
 							"      <td>0</td>\n",
 							"    </tr>\n",
@@ -1331,11 +1345,11 @@
 							"      <th>10</th>\n",
 							"      <td>11</td>\n",
 							"      <td>11</td>\n",
-							"      <td>2023-05-19T13:43:41</td>\n",
+							"      <td>2023-05-26T10:55:27</td>\n",
 							"      <td>codecarbon</td>\n",
-							"      <td>61242c83-fd66-4288-b57c-f7fe2fcd97c5</td>\n",
-							"      <td>0.132500</td>\n",
-							"      <td>4.592207e-07</td>\n",
+							"      <td>da18c41a-b289-4229-8783-e577e5d5be09</td>\n",
+							"      <td>0.185377</td>\n",
+							"      <td>5.610469e-07</td>\n",
 							"      <td>0.000003</td>\n",
 							"      <td>42.5</td>\n",
 							"      <td>0.0</td>\n",
@@ -1344,10 +1358,10 @@
 							"      <td>12th Gen Intel(R) Core(TM) i7-1260P</td>\n",
 							"      <td>None</td>\n",
 							"      <td>None</td>\n",
-							"      <td>9.491</td>\n",
-							"      <td>51.2993</td>\n",
+							"      <td>9.6491</td>\n",
+							"      <td>52.4112</td>\n",
 							"      <td>15.474876</td>\n",
-							"      <td>machine</td>\n",
+							"      <td>process</td>\n",
 							"      <td>N</td>\n",
 							"      <td>0</td>\n",
 							"    </tr>\n",
@@ -1355,11 +1369,11 @@
 							"      <th>11</th>\n",
 							"      <td>12</td>\n",
 							"      <td>12</td>\n",
-							"      <td>2023-05-19T13:43:46</td>\n",
+							"      <td>2023-05-26T10:55:32</td>\n",
 							"      <td>codecarbon</td>\n",
-							"      <td>01f77e15-4c8f-48a9-ae1e-e7c840c36bcb</td>\n",
-							"      <td>0.142779</td>\n",
-							"      <td>4.881456e-07</td>\n",
+							"      <td>40819cdd-ac2e-46b8-9bd4-91f276702769</td>\n",
+							"      <td>0.116770</td>\n",
+							"      <td>3.190361e-07</td>\n",
 							"      <td>0.000003</td>\n",
 							"      <td>42.5</td>\n",
 							"      <td>0.0</td>\n",
@@ -1368,10 +1382,10 @@
 							"      <td>12th Gen Intel(R) Core(TM) i7-1260P</td>\n",
 							"      <td>None</td>\n",
 							"      <td>None</td>\n",
-							"      <td>9.491</td>\n",
-							"      <td>51.2993</td>\n",
+							"      <td>9.6491</td>\n",
+							"      <td>52.4112</td>\n",
 							"      <td>15.474876</td>\n",
-							"      <td>machine</td>\n",
+							"      <td>process</td>\n",
 							"      <td>N</td>\n",
 							"      <td>0</td>\n",
 							"    </tr>\n",
@@ -1382,32 +1396,32 @@
 						],
 						"text/plain": [
 							"    ID  experiment_id codecarbon_timestamp project_name  \\\n",
-							"0    1              1  2023-05-19T13:42:47   codecarbon   \n",
-							"1    2              2  2023-05-19T13:42:52   codecarbon   \n",
-							"2    3              3  2023-05-19T13:42:58   codecarbon   \n",
-							"3    4              4  2023-05-19T13:43:03   codecarbon   \n",
-							"4    5              5  2023-05-19T13:43:09   codecarbon   \n",
-							"5    6              6  2023-05-19T13:43:14   codecarbon   \n",
-							"6    7              7  2023-05-19T13:43:19   codecarbon   \n",
-							"7    8              8  2023-05-19T13:43:25   codecarbon   \n",
-							"8    9              9  2023-05-19T13:43:30   codecarbon   \n",
-							"9   10             10  2023-05-19T13:43:36   codecarbon   \n",
-							"10  11             11  2023-05-19T13:43:41   codecarbon   \n",
-							"11  12             12  2023-05-19T13:43:46   codecarbon   \n",
+							"0    1              1  2023-05-26T10:54:34   codecarbon   \n",
+							"1    2              2  2023-05-26T10:54:39   codecarbon   \n",
+							"2    3              3  2023-05-26T10:54:44   codecarbon   \n",
+							"3    4              4  2023-05-26T10:54:50   codecarbon   \n",
+							"4    5              5  2023-05-26T10:54:55   codecarbon   \n",
+							"5    6              6  2023-05-26T10:55:00   codecarbon   \n",
+							"6    7              7  2023-05-26T10:55:06   codecarbon   \n",
+							"7    8              8  2023-05-26T10:55:11   codecarbon   \n",
+							"8    9              9  2023-05-26T10:55:16   codecarbon   \n",
+							"9   10             10  2023-05-26T10:55:22   codecarbon   \n",
+							"10  11             11  2023-05-26T10:55:27   codecarbon   \n",
+							"11  12             12  2023-05-26T10:55:32   codecarbon   \n",
 							"\n",
 							"                                  run_id  duration     emissions  \\\n",
-							"0   1ae0a452-1f31-4cb5-bba7-5025fc24a310  0.127287  4.295425e-07   \n",
-							"1   5a788fe6-68ad-464c-9c93-00b9dab3d120  0.129615  4.349387e-07   \n",
-							"2   aa70d017-5702-4061-866a-85065d7705aa  0.140740  4.802010e-07   \n",
-							"3   a6d17fbc-371b-4b37-ad40-849a0b4dc6a0  0.145664  5.013958e-07   \n",
-							"4   d5034158-5942-4547-9e97-b1c1d3561268  0.134184  4.522562e-07   \n",
-							"5   f702637b-58de-4a33-a2a4-9738c6ef03c1  0.147449  5.055414e-07   \n",
-							"6   7ce9765d-456e-4e5c-883f-49be5c40d272  0.155971  5.126985e-07   \n",
-							"7   9b8e9f73-33b6-45fc-9e04-28bcc773f25b  0.146029  4.946110e-07   \n",
-							"8   c480badd-95cb-4c30-93a5-1b6e3ef28bd5  0.149087  5.102916e-07   \n",
-							"9   31780cb9-158c-4022-96b9-d28ff462dc4e  0.138644  4.637840e-07   \n",
-							"10  61242c83-fd66-4288-b57c-f7fe2fcd97c5  0.132500  4.592207e-07   \n",
-							"11  01f77e15-4c8f-48a9-ae1e-e7c840c36bcb  0.142779  4.881456e-07   \n",
+							"0   2932a75d-b837-46b2-96be-ddd7b653ad5c  0.148896  4.171140e-07   \n",
+							"1   3852b792-2b03-4d54-b353-d135ab30dcae  0.153603  4.391955e-07   \n",
+							"2   7b1162f6-257e-439c-8e7a-dc9878840f16  0.137040  3.913845e-07   \n",
+							"3   f6a64911-5f3d-422a-b702-b119f0f74363  0.124181  3.385132e-07   \n",
+							"4   01a7061c-9d39-405a-a37a-c74601a8844d  0.146363  4.161777e-07   \n",
+							"5   fc9783ee-499d-4bc7-9add-bdbd71687601  0.156363  4.395515e-07   \n",
+							"6   7a7f228e-3bd7-4ffd-9ba8-573a3cc93c23  0.151444  4.174322e-07   \n",
+							"7   7c4c29d2-7138-43eb-9fa2-7c50f6418f33  0.158668  4.486187e-07   \n",
+							"8   37b7f29a-0900-4d50-a580-0233b7fff7f0  0.164625  4.833391e-07   \n",
+							"9   f6bddcd4-c740-47fd-887a-90f47ce8bc3a  0.158521  4.742527e-07   \n",
+							"10  da18c41a-b289-4229-8783-e577e5d5be09  0.185377  5.610469e-07   \n",
+							"11  40819cdd-ac2e-46b8-9bd4-91f276702769  0.116770  3.190361e-07   \n",
 							"\n",
 							"    emissions_rate  cpu_power  gpu_power  ...  cpu_count  \\\n",
 							"0         0.000003       42.5        0.0  ...       16.0   \n",
@@ -1424,32 +1438,32 @@
 							"11        0.000003       42.5        0.0  ...       16.0   \n",
 							"\n",
 							"                              cpu_model  gpu_count  gpu_model  longitude  \\\n",
-							"0   12th Gen Intel(R) Core(TM) i7-1260P       None       None      9.491   \n",
-							"1   12th Gen Intel(R) Core(TM) i7-1260P       None       None      9.491   \n",
-							"2   12th Gen Intel(R) Core(TM) i7-1260P       None       None      9.491   \n",
-							"3   12th Gen Intel(R) Core(TM) i7-1260P       None       None      9.491   \n",
-							"4   12th Gen Intel(R) Core(TM) i7-1260P       None       None      9.491   \n",
-							"5   12th Gen Intel(R) Core(TM) i7-1260P       None       None      9.491   \n",
-							"6   12th Gen Intel(R) Core(TM) i7-1260P       None       None      9.491   \n",
-							"7   12th Gen Intel(R) Core(TM) i7-1260P       None       None      9.491   \n",
-							"8   12th Gen Intel(R) Core(TM) i7-1260P       None       None      9.491   \n",
-							"9   12th Gen Intel(R) Core(TM) i7-1260P       None       None      9.491   \n",
-							"10  12th Gen Intel(R) Core(TM) i7-1260P       None       None      9.491   \n",
-							"11  12th Gen Intel(R) Core(TM) i7-1260P       None       None      9.491   \n",
+							"0   12th Gen Intel(R) Core(TM) i7-1260P       None       None     9.6491   \n",
+							"1   12th Gen Intel(R) Core(TM) i7-1260P       None       None     9.6491   \n",
+							"2   12th Gen Intel(R) Core(TM) i7-1260P       None       None     9.6491   \n",
+							"3   12th Gen Intel(R) Core(TM) i7-1260P       None       None     9.6491   \n",
+							"4   12th Gen Intel(R) Core(TM) i7-1260P       None       None     9.6491   \n",
+							"5   12th Gen Intel(R) Core(TM) i7-1260P       None       None     9.6491   \n",
+							"6   12th Gen Intel(R) Core(TM) i7-1260P       None       None     9.6491   \n",
+							"7   12th Gen Intel(R) Core(TM) i7-1260P       None       None     9.6491   \n",
+							"8   12th Gen Intel(R) Core(TM) i7-1260P       None       None     9.6491   \n",
+							"9   12th Gen Intel(R) Core(TM) i7-1260P       None       None     9.6491   \n",
+							"10  12th Gen Intel(R) Core(TM) i7-1260P       None       None     9.6491   \n",
+							"11  12th Gen Intel(R) Core(TM) i7-1260P       None       None     9.6491   \n",
 							"\n",
 							"   latitude ram_total_size tracking_mode on_cloud offline_mode  \n",
-							"0   51.2993      15.474876       machine        N            0  \n",
-							"1   51.2993      15.474876       machine        N            0  \n",
-							"2   51.2993      15.474876       machine        N            0  \n",
-							"3   51.2993      15.474876       machine        N            0  \n",
-							"4   51.2993      15.474876       machine        N            0  \n",
-							"5   51.2993      15.474876       machine        N            0  \n",
-							"6   51.2993      15.474876       machine        N            0  \n",
-							"7   51.2993      15.474876       machine        N            0  \n",
-							"8   51.2993      15.474876       machine        N            0  \n",
-							"9   51.2993      15.474876       machine        N            0  \n",
-							"10  51.2993      15.474876       machine        N            0  \n",
-							"11  51.2993      15.474876       machine        N            0  \n",
+							"0   52.4112      15.474876       process        N            0  \n",
+							"1   52.4112      15.474876       process        N            0  \n",
+							"2   52.4112      15.474876       process        N            0  \n",
+							"3   52.4112      15.474876       process        N            0  \n",
+							"4   52.4112      15.474876       process        N            0  \n",
+							"5   52.4112      15.474876       process        N            0  \n",
+							"6   52.4112      15.474876       process        N            0  \n",
+							"7   52.4112      15.474876       process        N            0  \n",
+							"8   52.4112      15.474876       process        N            0  \n",
+							"9   52.4112      15.474876       process        N            0  \n",
+							"10  52.4112      15.474876       process        N            0  \n",
+							"11  52.4112      15.474876       process        N            0  \n",
 							"\n",
 							"[12 rows x 33 columns]"
 						]