helegraf: Change stale-reminder to recent-reminder (#1096)

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: 6f2a8a0483a8e5b5591fb1e13457f4d9
+config: b69998947271b0704171bf7135757bb0
 tags: 645f666f9bcd5a90fca523b33c5a78b7

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 2.420 seconds)
+   **Total running time of the script:** (0 minutes 2.394 seconds)
 
 
 .. _sphx_glr_download_examples_1_basics_1_quadratic_function.py:

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 0.790 seconds)
+   **Total running time of the script:** (0 minutes 0.847 seconds)
 
 
 .. _sphx_glr_download_examples_1_basics_2_svm_cv.py:

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 2.730 seconds)
+   **Total running time of the script:** (0 minutes 2.658 seconds)
 
 
 .. _sphx_glr_download_examples_1_basics_3_ask_and_tell.py:

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 0.150 seconds)
+   **Total running time of the script:** (0 minutes 0.153 seconds)
 
 
 .. _sphx_glr_download_examples_1_basics_4_callback.py:

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 0.792 seconds)
+   **Total running time of the script:** (0 minutes 0.789 seconds)
 
 
 .. _sphx_glr_download_examples_1_basics_5_continue.py:

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 23.521 seconds)
+   **Total running time of the script:** (0 minutes 23.354 seconds)
 
 
 .. _sphx_glr_download_examples_1_basics_6_priors.py:

development/_sources/examples/1_basics/sg_execution_times.rst.txt

@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:30.402** total execution time for 6 files **from examples/1_basics**:
+**00:30.194** 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``)
-     - 00:23.521
+     - 00:23.354
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_3_ask_and_tell.py` (``3_ask_and_tell.py``)
-     - 00:02.730
+     - 00:02.658
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_1_quadratic_function.py` (``1_quadratic_function.py``)
-     - 00:02.420
-     - 0.0
-   * - :ref:`sphx_glr_examples_1_basics_5_continue.py` (``5_continue.py``)
-     - 00:00.792
+     - 00:02.394
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_2_svm_cv.py` (``2_svm_cv.py``)
-     - 00:00.790
+     - 00:00.847
+     - 0.0
+   * - :ref:`sphx_glr_examples_1_basics_5_continue.py` (``5_continue.py``)
+     - 00:00.789
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_4_callback.py` (``4_callback.py``)
-     - 00:00.150
+     - 00:00.153
      - 0.0

development/_sources/examples/2_multi_fidelity/1_mlp_epochs.rst.txt

@@ -73,16 +73,16 @@ is chosen to optimize the average accuracy on 5-fold cross validation.
     [INFO][smbo.py:319] Finished 150 trials.
     [INFO][smbo.py:319] Finished 200 trials.
     [INFO][smbo.py:327] Configuration budget is exhausted:
-    [INFO][smbo.py:328] --- Remaining wallclock time: -1.9394805431365967
+    [INFO][smbo.py:328] --- Remaining wallclock time: -0.08460211753845215
     [INFO][smbo.py:329] --- Remaining cpu time: inf
-    [INFO][smbo.py:330] --- Remaining trials: 283
+    [INFO][smbo.py:330] --- Remaining trials: 281
     Default cost (SuccessiveHalving): 0.36672856700711853
     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 40875 instead
+    Hosting the HTTP server on port 40053 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.
@@ -105,11 +105,11 @@ 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:319] Finished 100 trials.
     [INFO][smbo.py:327] Configuration budget is exhausted:
-    [INFO][smbo.py:328] --- Remaining wallclock time: -1.3007633686065674
+    [INFO][smbo.py:328] --- Remaining wallclock time: -0.6937775611877441
     [INFO][smbo.py:329] --- Remaining cpu time: inf
-    [INFO][smbo.py:330] --- Remaining trials: 419
+    [INFO][smbo.py:330] --- Remaining trials: 373
     Default cost (Hyperband): 0.36672856700711853
     Incumbent cost (Hyperband): 0.0178087279480037
 
@@ -290,7 +290,7 @@ 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 51.882 seconds)
+   **Total running time of the script:** (2 minutes 18.965 seconds)
 
 
 .. _sphx_glr_download_examples_2_multi_fidelity_1_mlp_epochs.py:

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: -0.042684078216552734
+    [INFO][smbo.py:328] --- Remaining wallclock time: -0.03655576705932617
     [INFO][smbo.py:329] --- Remaining cpu time: inf
-    [INFO][smbo.py:330] --- Remaining trials: 4583
+    [INFO][smbo.py:330] --- Remaining trials: 4568
     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 35.388 seconds)
+   **Total running time of the script:** (0 minutes 35.201 seconds)
 
 
 .. _sphx_glr_download_examples_2_multi_fidelity_2_sgd_datasets.py:

development/_sources/examples/2_multi_fidelity/sg_execution_times.rst.txt

@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**03:27.270** total execution time for 2 files **from examples/2_multi_fidelity**:
+**02:54.166** 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``)
-     - 02:51.882
+     - 02:18.965
      - 0.0
    * - :ref:`sphx_glr_examples_2_multi_fidelity_2_sgd_datasets.py` (``2_sgd_datasets.py``)
-     - 00:35.388
+     - 00:35.201
      - 0.0

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 8.618 seconds)
+   **Total running time of the script:** (0 minutes 8.423 seconds)
 
 
 .. _sphx_glr_download_examples_3_multi_objective_1_schaffer.py:

development/_sources/examples/3_multi_objective/2_parego.rst.txt

@@ -47,26 +47,30 @@ 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 c36373 is a new incumbent. Total number of incumbents: 3.
-    [INFO][abstract_intensifier.py:594] Added config 74baae and rejected config 3623cc as incumbent because it is not better than the incumbents on 2 instances:
-    [INFO][abstract_intensifier.py:602] Config 6dc90a is a new incumbent. Total number of incumbents: 4.
-    [INFO][abstract_intensifier.py:602] Config 004b7a is a new incumbent. Total number of incumbents: 5.
-    [INFO][abstract_intensifier.py:594] Added config 5751a4 and rejected config 3b5efd as incumbent because it is not better than the incumbents on 2 instances:
-    [INFO][abstract_intensifier.py:594] Added config 962c77 and rejected config 12da1c as incumbent because it is not better than the incumbents on 2 instances:
-    [INFO][abstract_intensifier.py:602] Config 82fff1 is a new incumbent. Total number of incumbents: 5.
+    [INFO][abstract_intensifier.py:602] Config 461dc4 is a new incumbent. Total number of incumbents: 3.
+    [INFO][abstract_intensifier.py:594] Added config cc73cc and rejected config 461dc4 as incumbent because it is not better than the incumbents on 2 instances:
+    [INFO][abstract_intensifier.py:602] Config b417fc is a new incumbent. Total number of incumbents: 4.
+    [INFO][abstract_intensifier.py:594] Added config d85a5f and rejected config b417fc as incumbent because it is not better than the incumbents on 2 instances:
+    [INFO][abstract_intensifier.py:602] Config 2ebcd4 is a new incumbent. Total number of incumbents: 5.
+    [INFO][abstract_intensifier.py:602] Config de8c4a is a new incumbent. Total number of incumbents: 6.
+    [INFO][abstract_intensifier.py:602] Config 91d9f5 is a new incumbent. Total number of incumbents: 7.
+    [INFO][abstract_intensifier.py:602] Config 5d481e is a new incumbent. Total number of incumbents: 8.
     [INFO][smbo.py:327] Configuration budget is exhausted:
-    [INFO][smbo.py:328] --- Remaining wallclock time: -0.3625330924987793
+    [INFO][smbo.py:328] --- Remaining wallclock time: -0.4090406894683838
     [INFO][smbo.py:329] --- Remaining cpu time: inf
-    [INFO][smbo.py:330] --- Remaining trials: 162
+    [INFO][smbo.py:330] --- Remaining trials: 164
     Validated costs from default config: 
-    --- [0.60155834 0.20960248]
+    --- [0.60155834 0.20181882]
 
     Validated costs from the Pareto front (incumbents):
-    --- [0.02671541 1.15168536]
-    --- [0.47633086 0.25874722]
-    --- [0.0278242  0.95444214]
-    --- [0.04117688 0.29543734]
-    --- [0.06845017 0.2478404 ]
+    --- [0.88924791 0.30293274]
+    --- [0.03561281 0.93780172]
+    --- [0.25849892 0.37885571]
+    --- [0.0550944  0.54650831]
+    --- [0.0492572  0.75873888]
+    --- [0.03061591 1.05400515]
+    --- [0.05342851 0.60705698]
+    --- [0.06121325 0.52316105]
 
 
 
@@ -247,7 +251,7 @@ mean accuracy and run-time of each configuration.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 36.785 seconds)
+   **Total running time of the script:** (0 minutes 41.212 seconds)
 
 
 .. _sphx_glr_download_examples_3_multi_objective_2_parego.py:

development/_sources/examples/3_multi_objective/sg_execution_times.rst.txt

@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:45.403** total execution time for 2 files **from examples/3_multi_objective**:
+**00:49.635** 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``)
-     - 00:36.785
+     - 00:41.212
      - 0.0
    * - :ref:`sphx_glr_examples_3_multi_objective_1_schaffer.py` (``1_schaffer.py``)
-     - 00:08.618
+     - 00:08.423
      - 0.0

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 3.988 seconds)
+   **Total running time of the script:** (0 minutes 3.899 seconds)
 
 
 .. _sphx_glr_download_examples_5_commandline_1_call_target_function_script.py:

development/_sources/examples/5_commandline/sg_execution_times.rst.txt

@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:03.988** total execution time for 1 file **from examples/5_commandline**:
+**00:03.899** 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``)
-     - 00:03.988
+     - 00:03.899
      - 0.0

development/_sources/sg_execution_times.rst.txt

@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**04:47.064** total execution time for 11 files **from all galleries**:
+**04:17.894** 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``)
-     - 02:51.882
+     - 02:18.965
      - 0.0
    * - :ref:`sphx_glr_examples_3_multi_objective_2_parego.py` (``../examples/3_multi_objective/2_parego.py``)
-     - 00:36.785
+     - 00:41.212
      - 0.0
    * - :ref:`sphx_glr_examples_2_multi_fidelity_2_sgd_datasets.py` (``../examples/2_multi_fidelity/2_sgd_datasets.py``)
-     - 00:35.388
+     - 00:35.201
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_6_priors.py` (``../examples/1_basics/6_priors.py``)
-     - 00:23.521
+     - 00:23.354
      - 0.0
    * - :ref:`sphx_glr_examples_3_multi_objective_1_schaffer.py` (``../examples/3_multi_objective/1_schaffer.py``)
-     - 00:08.618
+     - 00:08.423
      - 0.0
    * - :ref:`sphx_glr_examples_5_commandline_1_call_target_function_script.py` (``../examples/5_commandline/1_call_target_function_script.py``)
-     - 00:03.988
+     - 00:03.899
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_3_ask_and_tell.py` (``../examples/1_basics/3_ask_and_tell.py``)
-     - 00:02.730
+     - 00:02.658
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_1_quadratic_function.py` (``../examples/1_basics/1_quadratic_function.py``)
-     - 00:02.420
-     - 0.0
-   * - :ref:`sphx_glr_examples_1_basics_5_continue.py` (``../examples/1_basics/5_continue.py``)
-     - 00:00.792
+     - 00:02.394
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_2_svm_cv.py` (``../examples/1_basics/2_svm_cv.py``)
-     - 00:00.790
+     - 00:00.847
+     - 0.0
+   * - :ref:`sphx_glr_examples_1_basics_5_continue.py` (``../examples/1_basics/5_continue.py``)
+     - 00:00.789
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_4_callback.py` (``../examples/1_basics/4_callback.py``)
-     - 00:00.150
+     - 00:00.153
      - 0.0

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 2.420 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 2.394 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>

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 0.790 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 0.847 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>

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 2.730 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 2.658 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>

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 0.150 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 0.153 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>

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 0.792 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 0.789 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-examples-1-basics-5-continue-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/5_continue.ipynb"><img alt="Launch binder" src="../../_images/binder_badge_logo.svg" width="150px" /></a>