benjamc: Fix pre-commit

automl · Jul 24, 2024 · 654f0c8 · 654f0c8
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diff --git a/development/.doctrees/environment.pickle b/development/.doctrees/environment.pickle
diff --git a/development/.doctrees/examples/1_basics/1_quadratic_function.doctree b/development/.doctrees/examples/1_basics/1_quadratic_function.doctree
diff --git a/development/.doctrees/examples/1_basics/2_svm_cv.doctree b/development/.doctrees/examples/1_basics/2_svm_cv.doctree
diff --git a/development/.doctrees/examples/1_basics/3_ask_and_tell.doctree b/development/.doctrees/examples/1_basics/3_ask_and_tell.doctree
diff --git a/development/.doctrees/examples/1_basics/4_callback.doctree b/development/.doctrees/examples/1_basics/4_callback.doctree
diff --git a/development/.doctrees/examples/1_basics/5_continue.doctree b/development/.doctrees/examples/1_basics/5_continue.doctree
diff --git a/development/.doctrees/examples/1_basics/6_priors.doctree b/development/.doctrees/examples/1_basics/6_priors.doctree
diff --git a/development/.doctrees/examples/1_basics/sg_execution_times.doctree b/development/.doctrees/examples/1_basics/sg_execution_times.doctree
diff --git a/development/.doctrees/examples/2_multi_fidelity/1_mlp_epochs.doctree b/development/.doctrees/examples/2_multi_fidelity/1_mlp_epochs.doctree
diff --git a/development/.doctrees/examples/2_multi_fidelity/2_sgd_datasets.doctree b/development/.doctrees/examples/2_multi_fidelity/2_sgd_datasets.doctree
diff --git a/development/.doctrees/examples/2_multi_fidelity/3_specify_HB_via_total_budget.doctree b/development/.doctrees/examples/2_multi_fidelity/3_specify_HB_via_total_budget.doctree
diff --git a/development/.doctrees/examples/2_multi_fidelity/sg_execution_times.doctree b/development/.doctrees/examples/2_multi_fidelity/sg_execution_times.doctree
diff --git a/development/.doctrees/examples/3_multi_objective/1_schaffer.doctree b/development/.doctrees/examples/3_multi_objective/1_schaffer.doctree
diff --git a/development/.doctrees/examples/3_multi_objective/2_parego.doctree b/development/.doctrees/examples/3_multi_objective/2_parego.doctree
diff --git a/development/.doctrees/examples/3_multi_objective/sg_execution_times.doctree b/development/.doctrees/examples/3_multi_objective/sg_execution_times.doctree
diff --git a/development/.doctrees/examples/5_commandline/1_call_target_function_script.doctree b/development/.doctrees/examples/5_commandline/1_call_target_function_script.doctree
diff --git a/development/.doctrees/examples/5_commandline/sg_execution_times.doctree b/development/.doctrees/examples/5_commandline/sg_execution_times.doctree
diff --git a/development/.doctrees/sg_execution_times.doctree b/development/.doctrees/sg_execution_times.doctree
diff --git a/development/_downloads/063faf88baea73dba8e7341bd337a200/1_quadratic_function.zip b/development/_downloads/063faf88baea73dba8e7341bd337a200/1_quadratic_function.zip
diff --git a/development/_downloads/1e0c944ace9c062b0d0e5384a117c0a9/2_sgd_datasets.zip b/development/_downloads/1e0c944ace9c062b0d0e5384a117c0a9/2_sgd_datasets.zip
diff --git a/development/_downloads/27a00d8d416eb0656332c9b4aa2106f2/1_schaffer.zip b/development/_downloads/27a00d8d416eb0656332c9b4aa2106f2/1_schaffer.zip
diff --git a/development/_downloads/3e10c4404a224fa5a1f640ee1420cee0/2_svm_cv.zip b/development/_downloads/3e10c4404a224fa5a1f640ee1420cee0/2_svm_cv.zip
diff --git a/development/_downloads/49ed3f530b360a5f903030f84d3fbc00/1_call_target_function_script.zip b/development/_downloads/49ed3f530b360a5f903030f84d3fbc00/1_call_target_function_script.zip
diff --git a/development/_downloads/5f7af4d241173fd9f4d4445891bb8995/1_mlp_epochs.zip b/development/_downloads/5f7af4d241173fd9f4d4445891bb8995/1_mlp_epochs.zip
diff --git a/development/_downloads/6d5784621a777b1b2116cd9e73c2fbb3/3_ask_and_tell.zip b/development/_downloads/6d5784621a777b1b2116cd9e73c2fbb3/3_ask_and_tell.zip
diff --git a/development/_downloads/8e591d0775f87f99196616171f815f56/4_callback.zip b/development/_downloads/8e591d0775f87f99196616171f815f56/4_callback.zip
diff --git a/development/_downloads/bc82bea3a5dd7bdba60b65220891d9e5/examples_python.zip b/development/_downloads/bc82bea3a5dd7bdba60b65220891d9e5/examples_python.zip
diff --git a/development/_downloads/c3274eae6f91897cdd95549b09a79a4e/3_specify_HB_via_total_budget.zip b/development/_downloads/c3274eae6f91897cdd95549b09a79a4e/3_specify_HB_via_total_budget.zip
diff --git a/development/_downloads/d198a13b3da9ac20be16998a6bf61983/6_priors.zip b/development/_downloads/d198a13b3da9ac20be16998a6bf61983/6_priors.zip
diff --git a/development/_downloads/d7d5ff2dd061059c0d350ef36825b902/5_continue.zip b/development/_downloads/d7d5ff2dd061059c0d350ef36825b902/5_continue.zip
diff --git a/development/_downloads/ed1a42934b5fbe7816cabd752552cf37/2_parego.zip b/development/_downloads/ed1a42934b5fbe7816cabd752552cf37/2_parego.zip
diff --git a/development/_downloads/fb625db3c50d423b1b7881136ffdeec8/examples_jupyter.zip b/development/_downloads/fb625db3c50d423b1b7881136ffdeec8/examples_jupyter.zip
diff --git a/development/_images/sphx_glr_1_mlp_epochs_001.png b/development/_images/sphx_glr_1_mlp_epochs_001.png
diff --git a/development/_images/sphx_glr_1_mlp_epochs_thumb.png b/development/_images/sphx_glr_1_mlp_epochs_thumb.png
diff --git a/development/_images/sphx_glr_2_parego_001.png b/development/_images/sphx_glr_2_parego_001.png
diff --git a/development/_images/sphx_glr_2_parego_thumb.png b/development/_images/sphx_glr_2_parego_thumb.png
diff --git a/development/_modules/smac/intensifier/hyperband_utils.html b/development/_modules/smac/intensifier/hyperband_utils.html
@@ -1195,7 +1195,7 @@ <h1>Source code for smac.intensifier.hyperband_utils</h1><div class="highlight">
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
 <span class="sd">    total_budget : float</span>
-<span class="sd">        Total budget for the complete optimization in fidelity units. </span>
+<span class="sd">        Total budget for the complete optimization in fidelity units.</span>
 <span class="sd">        A fidelity unit can be one epoch or a fraction of a dataset size.</span>
 <span class="sd">    min_budget : float</span>
 <span class="sd">        Minimum budget per trial in fidelity units</span>

diff --git a/development/_sources/examples/1_basics/1_quadratic_function.rst.txt b/development/_sources/examples/1_basics/1_quadratic_function.rst.txt
@@ -161,7 +161,7 @@ be applied to problems with large evaluation budgets (up to 1000 evaluations).
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 4.350 seconds)
+   **Total running time of the script:** (0 minutes 4.314 seconds)
 
 
 .. _sphx_glr_download_examples_1_basics_1_quadratic_function.py:

diff --git a/development/_sources/examples/1_basics/2_svm_cv.rst.txt b/development/_sources/examples/1_basics/2_svm_cv.rst.txt
@@ -387,7 +387,7 @@ types as well as conditional hyperparameters.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 2.916 seconds)
+   **Total running time of the script:** (0 minutes 2.964 seconds)
 
 
 .. _sphx_glr_download_examples_1_basics_2_svm_cv.py:

diff --git a/development/_sources/examples/1_basics/3_ask_and_tell.rst.txt b/development/_sources/examples/1_basics/3_ask_and_tell.rst.txt
@@ -136,7 +136,7 @@ This examples show how to use the Ask-and-Tell interface.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 3.920 seconds)
+   **Total running time of the script:** (0 minutes 3.973 seconds)
 
 
 .. _sphx_glr_download_examples_1_basics_3_ask_and_tell.py:

diff --git a/development/_sources/examples/1_basics/4_callback.rst.txt b/development/_sources/examples/1_basics/4_callback.rst.txt
@@ -146,7 +146,7 @@ Furthermore, we print some stages of the optimization process.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 0.160 seconds)
+   **Total running time of the script:** (0 minutes 0.162 seconds)
 
 
 .. _sphx_glr_download_examples_1_basics_4_callback.py:

diff --git a/development/_sources/examples/1_basics/5_continue.rst.txt b/development/_sources/examples/1_basics/5_continue.rst.txt
@@ -172,7 +172,7 @@ there already is a previous run with the same meta data, this run will be contin
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 1.542 seconds)
+   **Total running time of the script:** (0 minutes 1.557 seconds)
 
 
 .. _sphx_glr_download_examples_1_basics_5_continue.py:

diff --git a/development/_sources/examples/1_basics/6_priors.rst.txt b/development/_sources/examples/1_basics/6_priors.rst.txt
@@ -229,7 +229,7 @@ optimization, you have to change the acquisition function to ``PriorAcquisitionF
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 40.320 seconds)
+   **Total running time of the script:** (0 minutes 40.440 seconds)
 
 
 .. _sphx_glr_download_examples_1_basics_6_priors.py:

diff --git a/development/_sources/examples/1_basics/sg_execution_times.rst.txt b/development/_sources/examples/1_basics/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:53.207** total execution time for 6 files **from examples/1_basics**:
+**00:53.410** total execution time for 6 files **from examples/1_basics**:
 
 .. container::
 
@@ -33,20 +33,20 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_examples_1_basics_6_priors.py` (``6_priors.py``)
-     - 00:40.320
+     - 00:40.440
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_1_quadratic_function.py` (``1_quadratic_function.py``)
-     - 00:04.350
+     - 00:04.314
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_3_ask_and_tell.py` (``3_ask_and_tell.py``)
-     - 00:03.920
+     - 00:03.973
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_2_svm_cv.py` (``2_svm_cv.py``)
-     - 00:02.916
+     - 00:02.964
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_5_continue.py` (``5_continue.py``)
-     - 00:01.542
+     - 00:01.557
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_4_callback.py` (``4_callback.py``)
-     - 00:00.160
+     - 00:00.162
      - 0.0
diff --git a/development/_sources/examples/2_multi_fidelity/1_mlp_epochs.rst.txt b/development/_sources/examples/2_multi_fidelity/1_mlp_epochs.rst.txt
@@ -68,7 +68,7 @@ is chosen to optimize the average accuracy on 5-fold cross validation.
     [INFO][smbo.py:320] Finished 0 trials.
     [INFO][smbo.py:320] Finished 100 trials.
     [INFO][smbo.py:328] Configuration budget is exhausted:
-    [INFO][smbo.py:329] --- Remaining wallclock time: -1.9044876098632812
+    [INFO][smbo.py:329] --- Remaining wallclock time: -3.129246950149536
     [INFO][smbo.py:330] --- Remaining cpu time: inf
     [INFO][smbo.py:331] --- Remaining trials: 175
     Default cost (SuccessiveHalving): 0.36672856700711853
@@ -77,7 +77,7 @@ is chosen to optimize the average accuracy on 5-fold cross validation.
     [INFO][abstract_facade.py:203] Workers are reduced to 8.
     /opt/hostedtoolcache/Python/3.10.14/x64/lib/python3.10/site-packages/distributed/node.py:182: UserWarning: Port 8787 is already in use.
     Perhaps you already have a cluster running?
-    Hosting the HTTP server on port 34445 instead
+    Hosting the HTTP server on port 34603 instead
       warnings.warn(
     [INFO][abstract_initial_design.py:147] Using 5 initial design configurations and 0 additional configurations.
     [INFO][successive_halving.py:164] Successive Halving uses budget type BUDGETS with eta 3, min budget 1, and max budget 25.
@@ -97,19 +97,22 @@ is chosen to optimize the average accuracy on 5-fold cross validation.
     [INFO][smbo.py:320] Finished 0 trials.
     [INFO][smbo.py:320] Finished 0 trials.
     [INFO][smbo.py:320] Finished 0 trials.
-    [INFO][abstract_intensifier.py:516] Added config 9e6d39 as new incumbent because there are no incumbents yet.
-    [INFO][abstract_intensifier.py:595] Added config 6ad6db and rejected config 9e6d39 as incumbent because it is not better than the incumbents on 1 instances:
-    [INFO][abstract_intensifier.py:595] Added config cdc037 and rejected config 6ad6db as incumbent because it is not better than the incumbents on 1 instances:
-    [INFO][abstract_intensifier.py:595] Added config 3cd835 and rejected config cdc037 as incumbent because it is not better than the incumbents on 1 instances:
+    [INFO][abstract_intensifier.py:516] Added config 6ad6db as new incumbent because there are no incumbents yet.
+    [INFO][abstract_intensifier.py:595] Added config 0c2495 and rejected config 6ad6db as incumbent because it is not better than the incumbents on 1 instances:
+    [INFO][smbo.py:320] Finished 50 trials.
+    [INFO][abstract_intensifier.py:595] Added config dccff4 and rejected config 0c2495 as incumbent because it is not better than the incumbents on 1 instances:
+    [INFO][abstract_intensifier.py:595] Added config c86384 and rejected config dccff4 as incumbent because it is not better than the incumbents on 1 instances:
     [INFO][smbo.py:320] Finished 100 trials.
-    [INFO][abstract_intensifier.py:595] Added config 219cf8 and rejected config 3cd835 as incumbent because it is not better than the incumbents on 1 instances:
-    [INFO][abstract_intensifier.py:595] Added config 62b8d8 and rejected config 219cf8 as incumbent because it is not better than the incumbents on 1 instances:
+    [INFO][abstract_intensifier.py:595] Added config 477710 and rejected config c86384 as incumbent because it is not better than the incumbents on 1 instances:
+    [INFO][smbo.py:320] Finished 150 trials.
+    [INFO][smbo.py:320] Finished 150 trials.
+    [INFO][smbo.py:320] Finished 150 trials.
     [INFO][smbo.py:328] Configuration budget is exhausted:
-    [INFO][smbo.py:329] --- Remaining wallclock time: -0.4082348346710205
+    [INFO][smbo.py:329] --- Remaining wallclock time: -0.26172947883605957
     [INFO][smbo.py:330] --- Remaining cpu time: inf
-    [INFO][smbo.py:331] --- Remaining trials: 200
+    [INFO][smbo.py:331] --- Remaining trials: 193
     Default cost (Hyperband): 0.36672856700711853
-    Incumbent cost (Hyperband): 0.021708449396471652
+    Incumbent cost (Hyperband): 0.02504797276385029
 
 
 
@@ -288,7 +291,7 @@ is chosen to optimize the average accuracy on 5-fold cross validation.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (2 minutes 12.901 seconds)
+   **Total running time of the script:** (2 minutes 11.329 seconds)
 
 
 .. _sphx_glr_download_examples_2_multi_fidelity_1_mlp_epochs.py:

diff --git a/development/_sources/examples/2_multi_fidelity/2_sgd_datasets.rst.txt b/development/_sources/examples/2_multi_fidelity/2_sgd_datasets.rst.txt
@@ -66,14 +66,12 @@ the target function now is required to have an instance argument.
     [INFO][abstract_intensifier.py:595] Added config 8ce35d and rejected config 2b0dc0 as incumbent because it is not better than the incumbents on 45 instances:
     [INFO][smbo.py:320] Finished 400 trials.
     [INFO][abstract_intensifier.py:595] Added config 25625b and rejected config 8ce35d as incumbent because it is not better than the incumbents on 45 instances:
-    [INFO][abstract_intensifier.py:595] Added config 2cdaac and rejected config 25625b as incumbent because it is not better than the incumbents on 45 instances:
-    [INFO][smbo.py:320] Finished 450 trials.
     [INFO][smbo.py:328] Configuration budget is exhausted:
-    [INFO][smbo.py:329] --- Remaining wallclock time: -0.02947235107421875
+    [INFO][smbo.py:329] --- Remaining wallclock time: -0.052812814712524414
     [INFO][smbo.py:330] --- Remaining cpu time: inf
-    [INFO][smbo.py:331] --- Remaining trials: 4548
+    [INFO][smbo.py:331] --- Remaining trials: 4562
     Default cost: 0.15489347419148672
-    Incumbent cost: 0.00426383387912454
+    Incumbent cost: 0.004324883940174601
 
 
 
@@ -213,7 +211,7 @@ the target function now is required to have an instance argument.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 34.185 seconds)
+   **Total running time of the script:** (0 minutes 34.313 seconds)
 
 
 .. _sphx_glr_download_examples_2_multi_fidelity_2_sgd_datasets.py:

diff --git a/...opment/_sources/examples/2_multi_fidelity/3_specify_HB_via_total_budget.rst.txt b/...opment/_sources/examples/2_multi_fidelity/3_specify_HB_via_total_budget.rst.txt
@@ -206,7 +206,7 @@ in terms of the fidelity units and let SMAC calculate how many trials that would
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 7.971 seconds)
+   **Total running time of the script:** (0 minutes 8.187 seconds)
 
 
 .. _sphx_glr_download_examples_2_multi_fidelity_3_specify_HB_via_total_budget.py:

diff --git a/development/_sources/examples/2_multi_fidelity/sg_execution_times.rst.txt b/development/_sources/examples/2_multi_fidelity/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**02:55.056** total execution time for 3 files **from examples/2_multi_fidelity**:
+**02:53.830** total execution time for 3 files **from examples/2_multi_fidelity**:
 
 .. container::
 
@@ -33,11 +33,11 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_examples_2_multi_fidelity_1_mlp_epochs.py` (``1_mlp_epochs.py``)
-     - 02:12.901
+     - 02:11.329
      - 0.0
    * - :ref:`sphx_glr_examples_2_multi_fidelity_2_sgd_datasets.py` (``2_sgd_datasets.py``)
-     - 00:34.185
+     - 00:34.313
      - 0.0
    * - :ref:`sphx_glr_examples_2_multi_fidelity_3_specify_HB_via_total_budget.py` (``3_specify_HB_via_total_budget.py``)
-     - 00:07.971
+     - 00:08.187
      - 0.0
diff --git a/development/_sources/examples/3_multi_objective/1_schaffer.rst.txt b/development/_sources/examples/3_multi_objective/1_schaffer.rst.txt
@@ -464,7 +464,7 @@ SMAC prioritizes the second objective over the first one.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 8.376 seconds)
+   **Total running time of the script:** (0 minutes 8.564 seconds)
 
 
 .. _sphx_glr_download_examples_3_multi_objective_1_schaffer.py:

diff --git a/development/_sources/examples/3_multi_objective/2_parego.rst.txt b/development/_sources/examples/3_multi_objective/2_parego.rst.txt
@@ -47,32 +47,29 @@ mean accuracy and run-time of each configuration.
     [INFO][abstract_intensifier.py:516] Added config 71813f as new incumbent because there are no incumbents yet.
     [INFO][abstract_intensifier.py:603] Config bb3711 is a new incumbent. Total number of incumbents: 2.
     [INFO][abstract_intensifier.py:603] Config f07b8c is a new incumbent. Total number of incumbents: 3.
-    [INFO][abstract_intensifier.py:603] Config 95a203 is a new incumbent. Total number of incumbents: 4.
-    [INFO][abstract_intensifier.py:603] Config 80557c is a new incumbent. Total number of incumbents: 5.
-    [INFO][abstract_intensifier.py:595] Added config 36c92e and rejected config bb3711 as incumbent because it is not better than the incumbents on 2 instances:
-    [INFO][abstract_intensifier.py:603] Config aa86b7 is a new incumbent. Total number of incumbents: 6.
-    [INFO][abstract_intensifier.py:603] Config 7d9a98 is a new incumbent. Total number of incumbents: 7.
-    [INFO][abstract_intensifier.py:603] Config d89b95 is a new incumbent. Total number of incumbents: 8.
-    [INFO][abstract_intensifier.py:603] Config ccf63f is a new incumbent. Total number of incumbents: 6.
-    [INFO][abstract_intensifier.py:595] Added config 222818 and rejected config f07b8c as incumbent because it is not better than the incumbents on 2 instances:
-    [INFO][abstract_intensifier.py:603] Config 8b275f is a new incumbent. Total number of incumbents: 7.
-    [INFO][abstract_intensifier.py:603] Config e9d564 is a new incumbent. Total number of incumbents: 8.
+    [INFO][abstract_intensifier.py:603] Config 3305c3 is a new incumbent. Total number of incumbents: 4.
+    [INFO][abstract_intensifier.py:595] Added config eb4c80 and rejected config f07b8c as incumbent because it is not better than the incumbents on 2 instances:
+    [INFO][abstract_intensifier.py:603] Config 6dbe72 is a new incumbent. Total number of incumbents: 4.
+    [INFO][abstract_intensifier.py:603] Config a87be2 is a new incumbent. Total number of incumbents: 5.
+    [INFO][abstract_intensifier.py:603] Config d2489b is a new incumbent. Total number of incumbents: 6.
+    [INFO][abstract_intensifier.py:595] Added config 975751 and rejected config 6dbe72 as incumbent because it is not better than the incumbents on 2 instances:
+    [INFO][abstract_intensifier.py:603] Config 6f35cb is a new incumbent. Total number of incumbents: 7.
+    [INFO][abstract_intensifier.py:603] Config 077bf0 is a new incumbent. Total number of incumbents: 8.
+    [INFO][abstract_intensifier.py:603] Config adbca6 is a new incumbent. Total number of incumbents: 9.
+    [INFO][abstract_intensifier.py:595] Added config c17be3 and rejected config 6f35cb as incumbent because it is not better than the incumbents on 2 instances:
     [INFO][smbo.py:328] Configuration budget is exhausted:
-    [INFO][smbo.py:329] --- Remaining wallclock time: -0.27748966217041016
+    [INFO][smbo.py:329] --- Remaining wallclock time: -4.571095943450928
     [INFO][smbo.py:330] --- Remaining cpu time: inf
-    [INFO][smbo.py:331] --- Remaining trials: 161
+    [INFO][smbo.py:331] --- Remaining trials: 156
     Validated costs from default config: 
-    --- [0.60155834 0.15619719]
+    --- [0.60155834 0.20700514]
 
     Validated costs from the Pareto front (incumbents):
-    --- [0.72761606 0.20274138]
-    --- [0.02059347 1.18049824]
-    --- [0.04340839 0.62349308]
-    --- [0.02755262 0.80113173]
-    --- [0.02754643 0.90485442]
-    --- [0.13718121 0.37516415]
-    --- [0.4173584  0.27367198]
-    --- [0.29910012 0.31260347]
+    --- [0.72761606 0.19994843]
+    --- [0.05092309 0.75338209]
+    --- [0.06706128 0.38245475]
+    --- [0.07680594 0.37944508]
+    --- [0.08571108 0.26065671]
 
 
 
@@ -253,7 +250,7 @@ mean accuracy and run-time of each configuration.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 40.113 seconds)
+   **Total running time of the script:** (0 minutes 39.104 seconds)
 
 
 .. _sphx_glr_download_examples_3_multi_objective_2_parego.py:

diff --git a/development/_sources/examples/3_multi_objective/sg_execution_times.rst.txt b/development/_sources/examples/3_multi_objective/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:48.489** total execution time for 2 files **from examples/3_multi_objective**:
+**00:47.668** total execution time for 2 files **from examples/3_multi_objective**:
 
 .. container::
 
@@ -33,8 +33,8 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_examples_3_multi_objective_2_parego.py` (``2_parego.py``)
-     - 00:40.113
+     - 00:39.104
      - 0.0
    * - :ref:`sphx_glr_examples_3_multi_objective_1_schaffer.py` (``1_schaffer.py``)
-     - 00:08.376
+     - 00:08.564
      - 0.0
diff --git a/development/_sources/examples/5_commandline/1_call_target_function_script.rst.txt b/development/_sources/examples/5_commandline/1_call_target_function_script.rst.txt
@@ -112,7 +112,7 @@ This simple example shows how to call a script with the following content:
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 19.772 seconds)
+   **Total running time of the script:** (0 minutes 20.194 seconds)
 
 
 .. _sphx_glr_download_examples_5_commandline_1_call_target_function_script.py:

diff --git a/development/_sources/examples/5_commandline/sg_execution_times.rst.txt b/development/_sources/examples/5_commandline/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:19.772** total execution time for 1 file **from examples/5_commandline**:
+**00:20.194** total execution time for 1 file **from examples/5_commandline**:
 
 .. container::
 
@@ -33,5 +33,5 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_examples_5_commandline_1_call_target_function_script.py` (``1_call_target_function_script.py``)
-     - 00:19.772
+     - 00:20.194
      - 0.0
diff --git a/development/_sources/sg_execution_times.rst.txt b/development/_sources/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**04:56.524** total execution time for 12 files **from all galleries**:
+**04:55.102** total execution time for 12 files **from all galleries**:
 
 .. container::
 
@@ -33,38 +33,38 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_examples_2_multi_fidelity_1_mlp_epochs.py` (``../examples/2_multi_fidelity/1_mlp_epochs.py``)
-     - 02:12.901
+     - 02:11.329
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_6_priors.py` (``../examples/1_basics/6_priors.py``)
-     - 00:40.320
+     - 00:40.440
      - 0.0
    * - :ref:`sphx_glr_examples_3_multi_objective_2_parego.py` (``../examples/3_multi_objective/2_parego.py``)
-     - 00:40.113
+     - 00:39.104
      - 0.0
    * - :ref:`sphx_glr_examples_2_multi_fidelity_2_sgd_datasets.py` (``../examples/2_multi_fidelity/2_sgd_datasets.py``)
-     - 00:34.185
+     - 00:34.313
      - 0.0
    * - :ref:`sphx_glr_examples_5_commandline_1_call_target_function_script.py` (``../examples/5_commandline/1_call_target_function_script.py``)
-     - 00:19.772
+     - 00:20.194
      - 0.0
    * - :ref:`sphx_glr_examples_3_multi_objective_1_schaffer.py` (``../examples/3_multi_objective/1_schaffer.py``)
-     - 00:08.376
+     - 00:08.564
      - 0.0
    * - :ref:`sphx_glr_examples_2_multi_fidelity_3_specify_HB_via_total_budget.py` (``../examples/2_multi_fidelity/3_specify_HB_via_total_budget.py``)
-     - 00:07.971
+     - 00:08.187
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_1_quadratic_function.py` (``../examples/1_basics/1_quadratic_function.py``)
-     - 00:04.350
+     - 00:04.314
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_3_ask_and_tell.py` (``../examples/1_basics/3_ask_and_tell.py``)
-     - 00:03.920
+     - 00:03.973
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_2_svm_cv.py` (``../examples/1_basics/2_svm_cv.py``)
-     - 00:02.916
+     - 00:02.964
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_5_continue.py` (``../examples/1_basics/5_continue.py``)
-     - 00:01.542
+     - 00:01.557
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_4_callback.py` (``../examples/1_basics/4_callback.py``)
-     - 00:00.160
+     - 00:00.162
      - 0.0