dependabot[bot]: Bump actions/checkout from 3 to 4 (#1072)

automl · Nov 21, 2023 · 100753f · 100753f
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diff --git a/development/.buildinfo b/development/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 5409e0abde3066122398ce4fe6b15d7e
+config: 56520d7c82a9d85383454db1a77c961d
 tags: 645f666f9bcd5a90fca523b33c5a78b7
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/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/bc82bea3a5dd7bdba60b65220891d9e5/examples_python.zip b/development/_downloads/bc82bea3a5dd7bdba60b65220891d9e5/examples_python.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/_sources/examples/1_basics/1_quadratic_function.rst.txt b/development/_sources/examples/1_basics/1_quadratic_function.rst.txt
@@ -154,7 +154,7 @@ 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 2.398 seconds)
+   **Total running time of the script:** (0 minutes 2.439 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
@@ -1335,7 +1335,7 @@ types as well as conditional hyperparameters.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 0.788 seconds)
+   **Total running time of the script:** (0 minutes 0.795 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
@@ -138,7 +138,7 @@ This examples show how to use the Ask-and-Tell interface.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 2.636 seconds)
+   **Total running time of the script:** (0 minutes 2.662 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 0.147 seconds)
+   **Total running time of the script:** (0 minutes 0.146 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
@@ -170,7 +170,7 @@ 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 0.814 seconds)
+   **Total running time of the script:** (0 minutes 0.812 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
@@ -225,7 +225,7 @@ optimization, you have to change the acquisition function to ``PriorAcquisitionF
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 24.000 seconds)
+   **Total running time of the script:** (0 minutes 23.808 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
 =================
-**00:30.783** total execution time for 6 files **from examples/1_basics**:
+**00:30.663** 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``)
-     - 00:24.000
+     - 00:23.808
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_3_ask_and_tell.py` (``3_ask_and_tell.py``)
-     - 00:02.636
+     - 00:02.662
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_1_quadratic_function.py` (``1_quadratic_function.py``)
-     - 00:02.398
+     - 00:02.439
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_5_continue.py` (``5_continue.py``)
-     - 00:00.814
+     - 00:00.812
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_2_svm_cv.py` (``2_svm_cv.py``)
-     - 00:00.788
+     - 00:00.795
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_4_callback.py` (``4_callback.py``)
-     - 00:00.147
+     - 00:00.146
      - 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
@@ -67,21 +67,21 @@ is chosen to optimize the average accuracy on 5-fold cross validation.
     [INFO][smbo.py:319] Finished 0 trials.
     [INFO][smbo.py:319] Finished 0 trials.
     [INFO][smbo.py:319] Finished 50 trials.
+    [INFO][smbo.py:319] Finished 50 trials.
     [INFO][abstract_intensifier.py:515] Added config 72f7f7 as new incumbent because there are no incumbents yet.
     [INFO][abstract_intensifier.py:594] Added config 9d67d8 and rejected config 72f7f7 as incumbent because it is not better than the incumbents on 1 instances:
-    [INFO][abstract_intensifier.py:594] Added config 67ee32 and rejected config 9d67d8 as incumbent because it is not better than the incumbents on 1 instances:
     [INFO][smbo.py:319] Finished 150 trials.
     [INFO][smbo.py:327] Configuration budget is exhausted:
-    [INFO][smbo.py:328] --- Remaining wallclock time: -0.1092691421508789
+    [INFO][smbo.py:328] --- Remaining wallclock time: -0.07118654251098633
     [INFO][smbo.py:329] --- Remaining cpu time: inf
-    [INFO][smbo.py:330] --- Remaining trials: 319
+    [INFO][smbo.py:330] --- Remaining trials: 322
     Default cost (SuccessiveHalving): 0.36672856700711853
-    Incumbent cost (SuccessiveHalving): 0.017254719900959392
+    Incumbent cost (SuccessiveHalving): 0.0178087279480037
     [INFO][abstract_initial_design.py:82] Using `n_configs` and ignoring `n_configs_per_hyperparameter`.
     [INFO][abstract_facade.py:200] Workers are reduced to 8.
     /opt/hostedtoolcache/Python/3.10.13/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 40831 instead
+    Hosting the HTTP server on port 38193 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.
@@ -104,8 +104,9 @@ is chosen to optimize the average accuracy on 5-fold cross validation.
     [INFO][abstract_intensifier.py:515] Added config ceb3eb as new incumbent because there are no incumbents yet.
     [INFO][abstract_intensifier.py:594] Added config efc781 and rejected config ceb3eb as incumbent because it is not better than the incumbents on 1 instances:
     [INFO][abstract_intensifier.py:594] Added config 9d67d8 and rejected config efc781 as incumbent because it is not better than the incumbents on 1 instances:
+    [INFO][smbo.py:319] Finished 50 trials.
     [INFO][smbo.py:327] Configuration budget is exhausted:
-    [INFO][smbo.py:328] --- Remaining wallclock time: -0.7150156497955322
+    [INFO][smbo.py:328] --- Remaining wallclock time: -1.9365227222442627
     [INFO][smbo.py:329] --- Remaining cpu time: inf
     [INFO][smbo.py:330] --- Remaining trials: 393
     Default cost (Hyperband): 0.36672856700711853
@@ -288,7 +289,7 @@ 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 28.424 seconds)
+   **Total running time of the script:** (2 minutes 33.182 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
@@ -67,9 +67,9 @@ the target function now is required to have an instance argument.
     [INFO][abstract_intensifier.py:594] Added config 3c910e and rejected config 884840 as incumbent because it is not better than the incumbents on 45 instances:
     [INFO][smbo.py:319] Finished 400 trials.
     [INFO][smbo.py:327] Configuration budget is exhausted:
-    [INFO][smbo.py:328] --- Remaining wallclock time: -0.015347719192504883
+    [INFO][smbo.py:328] --- Remaining wallclock time: -0.025215864181518555
     [INFO][smbo.py:329] --- Remaining cpu time: inf
-    [INFO][smbo.py:330] --- Remaining trials: 4561
+    [INFO][smbo.py:330] --- Remaining trials: 4582
     Default cost: 0.15489347419148672
     Incumbent cost: 0.005937605060508486
 
@@ -211,7 +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 35.078 seconds)
+   **Total running time of the script:** (0 minutes 35.486 seconds)
 
 
 .. _sphx_glr_download_examples_2_multi_fidelity_2_sgd_datasets.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
 =================
-**03:03.502** total execution time for 2 files **from examples/2_multi_fidelity**:
+**03:08.668** total execution time for 2 files **from examples/2_multi_fidelity**:
 
 .. container::
 
@@ -33,8 +33,8 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_examples_2_multi_fidelity_1_mlp_epochs.py` (``1_mlp_epochs.py``)
-     - 02:28.424
+     - 02:33.182
      - 0.0
    * - :ref:`sphx_glr_examples_2_multi_fidelity_2_sgd_datasets.py` (``2_sgd_datasets.py``)
-     - 00:35.078
+     - 00:35.486
      - 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 8.490 seconds)
+   **Total running time of the script:** (0 minutes 8.624 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
@@ -47,27 +47,17 @@ mean accuracy and run-time of each configuration.
     [INFO][abstract_intensifier.py:515] Added config 3623cc as new incumbent because there are no incumbents yet.
     [INFO][abstract_intensifier.py:602] Config 540db2 is a new incumbent. Total number of incumbents: 2.
     [INFO][abstract_intensifier.py:602] Config 0c9159 is a new incumbent. Total number of incumbents: 3.
-    [INFO][abstract_intensifier.py:602] Config f81150 is a new incumbent. Total number of incumbents: 3.
-    [INFO][abstract_intensifier.py:594] Added config 9fd03c and rejected config f81150 as incumbent because it is not better than the incumbents on 2 instances:
-    [INFO][abstract_intensifier.py:602] Config b92f9f is a new incumbent. Total number of incumbents: 4.
-    [INFO][abstract_intensifier.py:594] Added config 2895a7 and rejected config 3b5efd as incumbent because it is not better than the incumbents on 2 instances:
-    [INFO][abstract_intensifier.py:594] Added config 978294 and rejected config 9fd03c as incumbent because it is not better than the incumbents on 2 instances:
-    [INFO][abstract_intensifier.py:602] Config 1b01ec is a new incumbent. Total number of incumbents: 4.
-    [INFO][abstract_intensifier.py:602] Config 8dcd94 is a new incumbent. Total number of incumbents: 4.
-    [INFO][abstract_intensifier.py:602] Config ce1565 is a new incumbent. Total number of incumbents: 5.
+    [INFO][abstract_intensifier.py:594] Added config 1b10d5 and rejected config 3b5efd as incumbent because it is not better than the incumbents on 2 instances:
     [INFO][smbo.py:327] Configuration budget is exhausted:
-    [INFO][smbo.py:328] --- Remaining wallclock time: -0.3699915409088135
+    [INFO][smbo.py:328] --- Remaining wallclock time: -1.763742208480835
     [INFO][smbo.py:329] --- Remaining cpu time: inf
-    [INFO][smbo.py:330] --- Remaining trials: 156
+    [INFO][smbo.py:330] --- Remaining trials: 170
     Validated costs from default config: 
-    --- [0.60155834 0.21888936]
+    --- [0.60155834 0.21006274]
 
     Validated costs from the Pareto front (incumbents):
-    --- [0.02421    0.52604556]
-    --- [0.03589601 0.37584984]
-    --- [0.14135562 0.18027866]
-    --- [0.07067858 0.23799729]
-    --- [0.05119468 0.32414722]
+    --- [0.88924791 0.28873527]
+    --- [0.02615676 0.42540026]
 
 
 
@@ -248,7 +238,7 @@ mean accuracy and run-time of each configuration.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 34.296 seconds)
+   **Total running time of the script:** (0 minutes 33.780 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
 =================
-**00:42.785** total execution time for 2 files **from examples/3_multi_objective**:
+**00:42.403** 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``)
-     - 00:34.296
+     - 00:33.780
      - 0.0
    * - :ref:`sphx_glr_examples_3_multi_objective_1_schaffer.py` (``1_schaffer.py``)
-     - 00:08.490
+     - 00:08.624
      - 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 3.944 seconds)
+   **Total running time of the script:** (0 minutes 3.942 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
 =================
-**00:03.944** total execution time for 1 file **from examples/5_commandline**:
+**00:03.942** 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``)
-     - 00:03.944
+     - 00:03.942
      - 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
 =================
-**04:21.014** total execution time for 11 files **from all galleries**:
+**04:25.677** total execution time for 11 files **from all galleries**:
 
 .. container::
 
@@ -33,35 +33,35 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_examples_2_multi_fidelity_1_mlp_epochs.py` (``../examples/2_multi_fidelity/1_mlp_epochs.py``)
-     - 02:28.424
+     - 02:33.182
      - 0.0
    * - :ref:`sphx_glr_examples_2_multi_fidelity_2_sgd_datasets.py` (``../examples/2_multi_fidelity/2_sgd_datasets.py``)
-     - 00:35.078
+     - 00:35.486
      - 0.0
    * - :ref:`sphx_glr_examples_3_multi_objective_2_parego.py` (``../examples/3_multi_objective/2_parego.py``)
-     - 00:34.296
+     - 00:33.780
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_6_priors.py` (``../examples/1_basics/6_priors.py``)
-     - 00:24.000
+     - 00:23.808
      - 0.0
    * - :ref:`sphx_glr_examples_3_multi_objective_1_schaffer.py` (``../examples/3_multi_objective/1_schaffer.py``)
-     - 00:08.490
+     - 00:08.624
      - 0.0
    * - :ref:`sphx_glr_examples_5_commandline_1_call_target_function_script.py` (``../examples/5_commandline/1_call_target_function_script.py``)
-     - 00:03.944
+     - 00:03.942
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_3_ask_and_tell.py` (``../examples/1_basics/3_ask_and_tell.py``)
-     - 00:02.636
+     - 00:02.662
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_1_quadratic_function.py` (``../examples/1_basics/1_quadratic_function.py``)
-     - 00:02.398
+     - 00:02.439
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_5_continue.py` (``../examples/1_basics/5_continue.py``)
-     - 00:00.814
+     - 00:00.812
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_2_svm_cv.py` (``../examples/1_basics/2_svm_cv.py``)
-     - 00:00.788
+     - 00:00.795
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_4_callback.py` (``../examples/1_basics/4_callback.py``)
-     - 00:00.147
+     - 00:00.146
      - 0.0
diff --git a/development/examples/1_basics/1_quadratic_function.html b/development/examples/1_basics/1_quadratic_function.html
@@ -1135,7 +1135,7 @@
     <span class="n">plot</span><span class="p">(</span><span class="n">smac</span><span class="o">.</span><span class="n">runhistory</span><span class="p">,</span> <span class="n">incumbent</span><span class="p">)</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 2.398 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 2.439 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-examples-1-basics-1-quadratic-function-py">
 <div class="binder-badge docutils container">
 <a class="reference external image-reference" href="https://mybinder.org/v2/gh/automl/SMAC3/main?urlpath=lab/tree/notebooks/examples/1_basics/1_quadratic_function.ipynb"><img alt="Launch binder" src="../../_images/binder_badge_logo.svg" width="150px" /></a>

diff --git a/development/examples/1_basics/2_svm_cv.html b/development/examples/1_basics/2_svm_cv.html
@@ -2322,7 +2322,7 @@
     <span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Incumbent cost: </span><span class="si">{</span><span class="n">incumbent_cost</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 0.788 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 0.795 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-examples-1-basics-2-svm-cv-py">
 <div class="binder-badge docutils container">
 <a class="reference external image-reference" href="https://mybinder.org/v2/gh/automl/SMAC3/main?urlpath=lab/tree/notebooks/examples/1_basics/2_svm_cv.ipynb"><img alt="Launch binder" src="../../_images/binder_badge_logo.svg" width="150px" /></a>

diff --git a/development/examples/1_basics/3_ask_and_tell.html b/development/examples/1_basics/3_ask_and_tell.html
@@ -1125,7 +1125,7 @@
     <span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Incumbent cost: </span><span class="si">{</span><span class="n">incumbent_cost</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 2.636 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 2.662 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-examples-1-basics-3-ask-and-tell-py">
 <div class="binder-badge docutils container">
 <a class="reference external image-reference" href="https://mybinder.org/v2/gh/automl/SMAC3/main?urlpath=lab/tree/notebooks/examples/1_basics/3_ask_and_tell.ipynb"><img alt="Launch binder" src="../../_images/binder_badge_logo.svg" width="150px" /></a>

diff --git a/development/examples/1_basics/4_callback.html b/development/examples/1_basics/4_callback.html
@@ -1133,7 +1133,7 @@
     <span class="p">)</span><span class="o">.</span><span class="n">optimize</span><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 0.147 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 0.146 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-examples-1-basics-4-callback-py">
 <div class="binder-badge docutils container">
 <a class="reference external image-reference" href="https://mybinder.org/v2/gh/automl/SMAC3/main?urlpath=lab/tree/notebooks/examples/1_basics/4_callback.ipynb"><img alt="Launch binder" src="../../_images/binder_badge_logo.svg" width="150px" /></a>

diff --git a/development/examples/1_basics/5_continue.html b/development/examples/1_basics/5_continue.html
@@ -1155,7 +1155,7 @@
     <span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Incumbent cost of continued run: </span><span class="si">{</span><span class="n">incumbent_cost</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 0.814 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 0.812 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-examples-1-basics-5-continue-py">
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 <a class="reference external image-reference" href="https://mybinder.org/v2/gh/automl/SMAC3/main?urlpath=lab/tree/notebooks/examples/1_basics/5_continue.ipynb"><img alt="Launch binder" src="../../_images/binder_badge_logo.svg" width="150px" /></a>

diff --git a/development/examples/1_basics/6_priors.html b/development/examples/1_basics/6_priors.html
@@ -1212,7 +1212,7 @@
     <span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Default cost: </span><span class="si">{</span><span class="n">incumbent_cost</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 24.000 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 23.808 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-examples-1-basics-6-priors-py">
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 <a class="reference external image-reference" href="https://mybinder.org/v2/gh/automl/SMAC3/main?urlpath=lab/tree/notebooks/examples/1_basics/6_priors.ipynb"><img alt="Launch binder" src="../../_images/binder_badge_logo.svg" width="150px" /></a>