diff --git a/development/.buildinfo b/development/.buildinfo index e7920c1a1..d35646746 100644 --- 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: ab7023a151b9d640d093badaacea3061 +config: 2b67c98518f20917c03746a37477b9d6 tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/development/.doctrees/environment.pickle b/development/.doctrees/environment.pickle index 4611b1b39..89bba2f8c 100644 Binary files a/development/.doctrees/environment.pickle and b/development/.doctrees/environment.pickle differ diff --git a/development/.doctrees/examples/1_basics/1_quadratic_function.doctree b/development/.doctrees/examples/1_basics/1_quadratic_function.doctree index 87f2d1090..e0fd1a0d2 100644 Binary files a/development/.doctrees/examples/1_basics/1_quadratic_function.doctree and b/development/.doctrees/examples/1_basics/1_quadratic_function.doctree differ diff --git a/development/.doctrees/examples/1_basics/2_svm_cv.doctree b/development/.doctrees/examples/1_basics/2_svm_cv.doctree index c2d13b730..368817157 100644 Binary files a/development/.doctrees/examples/1_basics/2_svm_cv.doctree and b/development/.doctrees/examples/1_basics/2_svm_cv.doctree differ diff --git a/development/.doctrees/examples/1_basics/3_ask_and_tell.doctree b/development/.doctrees/examples/1_basics/3_ask_and_tell.doctree index 7162552ab..c9aa7dbbe 100644 Binary files a/development/.doctrees/examples/1_basics/3_ask_and_tell.doctree and b/development/.doctrees/examples/1_basics/3_ask_and_tell.doctree differ diff --git a/development/.doctrees/examples/1_basics/4_callback.doctree b/development/.doctrees/examples/1_basics/4_callback.doctree index 0bc0d8d66..9a4b02ce3 100644 Binary files a/development/.doctrees/examples/1_basics/4_callback.doctree and b/development/.doctrees/examples/1_basics/4_callback.doctree differ diff --git a/development/.doctrees/examples/1_basics/5_continue.doctree b/development/.doctrees/examples/1_basics/5_continue.doctree index 2cf10c931..60988c47c 100644 Binary files a/development/.doctrees/examples/1_basics/5_continue.doctree and b/development/.doctrees/examples/1_basics/5_continue.doctree differ diff --git a/development/.doctrees/examples/1_basics/6_priors.doctree b/development/.doctrees/examples/1_basics/6_priors.doctree index 036a320fd..98429dcf0 100644 Binary files a/development/.doctrees/examples/1_basics/6_priors.doctree and b/development/.doctrees/examples/1_basics/6_priors.doctree differ diff --git a/development/.doctrees/examples/1_basics/sg_execution_times.doctree b/development/.doctrees/examples/1_basics/sg_execution_times.doctree index 27b12a77a..5b82618e4 100644 Binary files a/development/.doctrees/examples/1_basics/sg_execution_times.doctree and b/development/.doctrees/examples/1_basics/sg_execution_times.doctree differ diff --git a/development/.doctrees/examples/2_multi_fidelity/1_mlp_epochs.doctree b/development/.doctrees/examples/2_multi_fidelity/1_mlp_epochs.doctree index 9614088bb..9646447df 100644 Binary files a/development/.doctrees/examples/2_multi_fidelity/1_mlp_epochs.doctree and b/development/.doctrees/examples/2_multi_fidelity/1_mlp_epochs.doctree differ diff --git a/development/.doctrees/examples/2_multi_fidelity/2_sgd_datasets.doctree b/development/.doctrees/examples/2_multi_fidelity/2_sgd_datasets.doctree index 5f8a96b08..5e3c444b1 100644 Binary files a/development/.doctrees/examples/2_multi_fidelity/2_sgd_datasets.doctree and b/development/.doctrees/examples/2_multi_fidelity/2_sgd_datasets.doctree differ diff --git a/development/.doctrees/examples/2_multi_fidelity/sg_execution_times.doctree b/development/.doctrees/examples/2_multi_fidelity/sg_execution_times.doctree index 3d6e6b815..d67f17f40 100644 Binary files a/development/.doctrees/examples/2_multi_fidelity/sg_execution_times.doctree and b/development/.doctrees/examples/2_multi_fidelity/sg_execution_times.doctree differ diff --git a/development/.doctrees/examples/3_multi_objective/1_schaffer.doctree b/development/.doctrees/examples/3_multi_objective/1_schaffer.doctree index 85104441a..aa821fbf9 100644 Binary files a/development/.doctrees/examples/3_multi_objective/1_schaffer.doctree and b/development/.doctrees/examples/3_multi_objective/1_schaffer.doctree differ diff --git a/development/.doctrees/examples/3_multi_objective/2_parego.doctree b/development/.doctrees/examples/3_multi_objective/2_parego.doctree index 17b5732b1..11428bf08 100644 Binary files a/development/.doctrees/examples/3_multi_objective/2_parego.doctree and b/development/.doctrees/examples/3_multi_objective/2_parego.doctree differ diff --git a/development/.doctrees/examples/3_multi_objective/sg_execution_times.doctree b/development/.doctrees/examples/3_multi_objective/sg_execution_times.doctree index 68e071ef8..b405da6d9 100644 Binary files a/development/.doctrees/examples/3_multi_objective/sg_execution_times.doctree and b/development/.doctrees/examples/3_multi_objective/sg_execution_times.doctree differ 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 index fa72ab2e0..be570ff99 100644 Binary files a/development/.doctrees/examples/5_commandline/1_call_target_function_script.doctree and b/development/.doctrees/examples/5_commandline/1_call_target_function_script.doctree differ diff --git a/development/.doctrees/examples/5_commandline/sg_execution_times.doctree b/development/.doctrees/examples/5_commandline/sg_execution_times.doctree index 50942eda5..b5fe3ca28 100644 Binary files a/development/.doctrees/examples/5_commandline/sg_execution_times.doctree and b/development/.doctrees/examples/5_commandline/sg_execution_times.doctree differ diff --git a/development/_downloads/bc82bea3a5dd7bdba60b65220891d9e5/examples_python.zip b/development/_downloads/bc82bea3a5dd7bdba60b65220891d9e5/examples_python.zip index 86a0e1f2e..bdfa2ebd3 100644 Binary files a/development/_downloads/bc82bea3a5dd7bdba60b65220891d9e5/examples_python.zip and b/development/_downloads/bc82bea3a5dd7bdba60b65220891d9e5/examples_python.zip differ diff --git a/development/_downloads/fb625db3c50d423b1b7881136ffdeec8/examples_jupyter.zip b/development/_downloads/fb625db3c50d423b1b7881136ffdeec8/examples_jupyter.zip index e084e411d..a502c98b3 100644 Binary files a/development/_downloads/fb625db3c50d423b1b7881136ffdeec8/examples_jupyter.zip and b/development/_downloads/fb625db3c50d423b1b7881136ffdeec8/examples_jupyter.zip differ diff --git a/development/_images/sphx_glr_1_mlp_epochs_001.png b/development/_images/sphx_glr_1_mlp_epochs_001.png index dbd208b58..b2347e3c3 100644 Binary files a/development/_images/sphx_glr_1_mlp_epochs_001.png and b/development/_images/sphx_glr_1_mlp_epochs_001.png differ diff --git a/development/_images/sphx_glr_1_mlp_epochs_thumb.png b/development/_images/sphx_glr_1_mlp_epochs_thumb.png index 24dca7499..75506409a 100644 Binary files a/development/_images/sphx_glr_1_mlp_epochs_thumb.png and b/development/_images/sphx_glr_1_mlp_epochs_thumb.png differ diff --git a/development/_images/sphx_glr_2_parego_001.png b/development/_images/sphx_glr_2_parego_001.png index b1ffd4640..63c499c46 100644 Binary files a/development/_images/sphx_glr_2_parego_001.png and b/development/_images/sphx_glr_2_parego_001.png differ diff --git a/development/_images/sphx_glr_2_parego_thumb.png b/development/_images/sphx_glr_2_parego_thumb.png index 20f0e77d9..d9b43b7ce 100644 Binary files a/development/_images/sphx_glr_2_parego_thumb.png and b/development/_images/sphx_glr_2_parego_thumb.png differ diff --git a/development/_sources/examples/1_basics/1_quadratic_function.rst.txt b/development/_sources/examples/1_basics/1_quadratic_function.rst.txt index 842074a5f..78ae62fb8 100644 --- a/development/_sources/examples/1_basics/1_quadratic_function.rst.txt +++ b/development/_sources/examples/1_basics/1_quadratic_function.rst.txt @@ -167,7 +167,7 @@ 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 2.671 seconds) + **Total running time of the script:** ( 0 minutes 2.608 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 index f13dd04a0..7621d4a45 100644 --- a/development/_sources/examples/1_basics/2_svm_cv.rst.txt +++ b/development/_sources/examples/1_basics/2_svm_cv.rst.txt @@ -151,7 +151,7 @@ types as well as conditional hyperparameters. .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 1.222 seconds) + **Total running time of the script:** ( 0 minutes 1.204 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 index a366ff102..e4e7641f8 100644 --- a/development/_sources/examples/1_basics/3_ask_and_tell.rst.txt +++ b/development/_sources/examples/1_basics/3_ask_and_tell.rst.txt @@ -158,7 +158,7 @@ This examples show how to use the Ask-and-Tell interface. .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 3.096 seconds) + **Total running time of the script:** ( 0 minutes 3.037 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 index afb13a325..c34a124c4 100644 --- a/development/_sources/examples/1_basics/4_callback.rst.txt +++ b/development/_sources/examples/1_basics/4_callback.rst.txt @@ -144,7 +144,7 @@ Furthermore, we print some stages of the optimization process. .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 0.148 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 index 0bfced09f..d4bbc0e0b 100644 --- a/development/_sources/examples/1_basics/5_continue.rst.txt +++ b/development/_sources/examples/1_basics/5_continue.rst.txt @@ -173,7 +173,7 @@ function is continued. We use a custom callback, to artificially stop the first .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 0.877 seconds) + **Total running time of the script:** ( 0 minutes 0.850 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 index 933887731..ce0fe2db7 100644 --- a/development/_sources/examples/1_basics/6_priors.rst.txt +++ b/development/_sources/examples/1_basics/6_priors.rst.txt @@ -238,7 +238,7 @@ optimization, you have to change the acquisition function to ``PriorAcquisitionF .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 30.302 seconds) + **Total running time of the script:** ( 0 minutes 28.927 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 index 8e86ddb03..85971219c 100644 --- a/development/_sources/examples/1_basics/sg_execution_times.rst.txt +++ b/development/_sources/examples/1_basics/sg_execution_times.rst.txt @@ -6,18 +6,18 @@ Computation times ================= -**00:38.315** total execution time for **examples_1_basics** files: +**00:36.772** total execution time for **examples_1_basics** files: +-----------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_examples_1_basics_6_priors.py` (``6_priors.py``) | 00:30.302 | 0.0 MB | +| :ref:`sphx_glr_examples_1_basics_6_priors.py` (``6_priors.py``) | 00:28.927 | 0.0 MB | +-----------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_examples_1_basics_3_ask_and_tell.py` (``3_ask_and_tell.py``) | 00:03.096 | 0.0 MB | +| :ref:`sphx_glr_examples_1_basics_3_ask_and_tell.py` (``3_ask_and_tell.py``) | 00:03.037 | 0.0 MB | +-----------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_examples_1_basics_1_quadratic_function.py` (``1_quadratic_function.py``) | 00:02.671 | 0.0 MB | +| :ref:`sphx_glr_examples_1_basics_1_quadratic_function.py` (``1_quadratic_function.py``) | 00:02.608 | 0.0 MB | +-----------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_examples_1_basics_2_svm_cv.py` (``2_svm_cv.py``) | 00:01.222 | 0.0 MB | +| :ref:`sphx_glr_examples_1_basics_2_svm_cv.py` (``2_svm_cv.py``) | 00:01.204 | 0.0 MB | +-----------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_examples_1_basics_5_continue.py` (``5_continue.py``) | 00:00.877 | 0.0 MB | +| :ref:`sphx_glr_examples_1_basics_5_continue.py` (``5_continue.py``) | 00:00.850 | 0.0 MB | +-----------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_examples_1_basics_4_callback.py` (``4_callback.py``) | 00:00.148 | 0.0 MB | +| :ref:`sphx_glr_examples_1_basics_4_callback.py` (``4_callback.py``) | 00:00.146 | 0.0 MB | +-----------------------------------------------------------------------------------------+-----------+--------+ 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 index ba4643ab8..986b9de08 100644 --- a/development/_sources/examples/2_multi_fidelity/1_mlp_epochs.rst.txt +++ b/development/_sources/examples/2_multi_fidelity/1_mlp_epochs.rst.txt @@ -68,34 +68,25 @@ is chosen to optimize the average accuracy on 5-fold cross validation. [INFO][smbo.py:319] Finished 0 trials. [INFO][smbo.py:319] Finished 50 trials. [INFO][abstract_intensifier.py:515] Added config 8ea495 as new incumbent because there are no incumbents yet. - [INFO][abstract_intensifier.py:590] Added config 8d6bce and rejected config 8ea495 as incumbent because it is not better than the incumbents on 1 instances: - [INFO][configspace.py:175] --- activation: 'tanh' -> 'relu' - [INFO][configspace.py:175] --- batch_size: 214 -> 172 - [INFO][configspace.py:175] --- learning_rate: None -> 'constant' - [INFO][configspace.py:175] --- learning_rate_init: 0.005599223654063347 -> 0.01642710176117276 - [INFO][configspace.py:175] --- n_neurons: 66 -> 59 - [INFO][configspace.py:175] --- solver: 'adam' -> 'sgd' - [INFO][abstract_intensifier.py:590] Added config 2fdad2 and rejected config 8d6bce as incumbent because it is not better than the incumbents on 1 instances: - [INFO][configspace.py:175] --- batch_size: 172 -> 120 - [INFO][configspace.py:175] --- learning_rate_init: 0.01642710176117276 -> 0.016006513675418 - [INFO][configspace.py:175] --- n_layer: 4 -> 5 - [INFO][configspace.py:175] --- n_neurons: 59 -> 69 + [INFO][abstract_intensifier.py:590] Added config 704d44 and rejected config 8ea495 as incumbent because it is not better than the incumbents on 1 instances: + [INFO][configspace.py:175] --- activation: 'tanh' -> 'logistic' + [INFO][configspace.py:175] --- batch_size: 214 -> 31 + [INFO][configspace.py:175] --- learning_rate_init: 0.005599223654063347 -> 0.0038549874043245355 + [INFO][configspace.py:175] --- n_layer: 4 -> 1 + [INFO][configspace.py:175] --- n_neurons: 66 -> 87 + [INFO][smbo.py:319] Finished 100 trials. + [INFO][smbo.py:319] Finished 100 trials. [INFO][smbo.py:327] Configuration budget is exhausted: - [INFO][smbo.py:328] --- Remaining wallclock time: -0.1654202938079834 + [INFO][smbo.py:328] --- Remaining wallclock time: -0.09807491302490234 [INFO][smbo.py:329] --- Remaining cpu time: inf - [INFO][smbo.py:330] --- Remaining trials: 405 - [INFO][abstract_intensifier.py:590] Added config 1518bd and rejected config 2fdad2 as incumbent because it is not better than the incumbents on 1 instances: - [INFO][configspace.py:175] --- batch_size: 120 -> 244 - [INFO][configspace.py:175] --- learning_rate_init: 0.016006513675418 -> 0.004540507635127548 - [INFO][configspace.py:175] --- n_layer: 5 -> 4 - [INFO][configspace.py:175] --- n_neurons: 69 -> 200 + [INFO][smbo.py:330] --- Remaining trials: 393 Default cost (SuccessiveHalving): 0.36672856700711853 - Incumbent cost (SuccessiveHalving): 0.026159083874961353 + Incumbent cost (SuccessiveHalving): 0.0178087279480037 [INFO][abstract_initial_design.py:82] Using `n_configs` and ignoring `n_configs_per_hyperparameter`. [INFO][abstract_facade.py:198] Workers are reduced to 8. /opt/hostedtoolcache/Python/3.10.11/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 46829 instead + Hosting the HTTP server on port 33967 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. @@ -115,42 +106,26 @@ 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 0 trials. - [INFO][abstract_intensifier.py:515] Added config 319164 as new incumbent because there are no incumbents yet. - [INFO][abstract_intensifier.py:590] Added config b57404 and rejected config 319164 as incumbent because it is not better than the incumbents on 1 instances: - [INFO][configspace.py:175] --- activation: 'relu' -> 'tanh' - [INFO][configspace.py:175] --- batch_size: 111 -> 123 - [INFO][configspace.py:175] --- learning_rate_init: 0.0008670439257692167 -> 0.011991802841520254 - [INFO][configspace.py:175] --- n_neurons: 79 -> 55 - [INFO][abstract_intensifier.py:590] Added config b8c2ba and rejected config b57404 as incumbent because it is not better than the incumbents on 1 instances: - [INFO][configspace.py:175] --- batch_size: 123 -> 195 - [INFO][configspace.py:175] --- learning_rate_init: 0.011991802841520254 -> 0.01752914135549273 - [INFO][configspace.py:175] --- n_neurons: 55 -> 109 - [INFO][abstract_intensifier.py:590] Added config ad70f9 and rejected config b8c2ba as incumbent because it is not better than the incumbents on 1 instances: - [INFO][configspace.py:175] --- activation: 'tanh' -> 'relu' - [INFO][configspace.py:175] --- batch_size: 195 -> 233 - [INFO][configspace.py:175] --- learning_rate_init: 0.01752914135549273 -> 0.01535535683984055 - [INFO][configspace.py:175] --- n_neurons: 109 -> 197 + [INFO][abstract_intensifier.py:515] Added config 3e854d as new incumbent because there are no incumbents yet. + [INFO][abstract_intensifier.py:590] Added config e27357 and rejected config 3e854d as incumbent because it is not better than the incumbents on 1 instances: + [INFO][configspace.py:175] --- activation: 'relu' -> 'logistic' + [INFO][configspace.py:175] --- batch_size: None -> 103 + [INFO][configspace.py:175] --- learning_rate_init: None -> 0.02113934324402315 + [INFO][configspace.py:175] --- n_layer: 4 -> 1 + [INFO][configspace.py:175] --- n_neurons: 9 -> 19 + [INFO][configspace.py:175] --- solver: 'lbfgs' -> 'adam' + [INFO][abstract_intensifier.py:590] Added config 704d44 and rejected config e27357 as incumbent because it is not better than the incumbents on 1 instances: + [INFO][configspace.py:175] --- batch_size: 103 -> 31 + [INFO][configspace.py:175] --- learning_rate_init: 0.02113934324402315 -> 0.0038549874043245355 + [INFO][configspace.py:175] --- n_neurons: 19 -> 87 + [INFO][smbo.py:319] Finished 50 trials. [INFO][smbo.py:319] Finished 50 trials. [INFO][smbo.py:327] Configuration budget is exhausted: - [INFO][smbo.py:328] --- Remaining wallclock time: -0.3777318000793457 + [INFO][smbo.py:328] --- Remaining wallclock time: -1.8553111553192139 [INFO][smbo.py:329] --- Remaining cpu time: inf - [INFO][smbo.py:330] --- Remaining trials: 433 - [INFO][abstract_intensifier.py:590] Added config 7bf909 and rejected config ad70f9 as incumbent because it is not better than the incumbents on 1 instances: - [INFO][configspace.py:175] --- activation: 'relu' -> 'tanh' - [INFO][configspace.py:175] --- batch_size: 233 -> 254 - [INFO][configspace.py:175] --- learning_rate_init: 0.01535535683984055 -> 0.024354043306024305 - [INFO][configspace.py:175] --- n_neurons: 197 -> 245 - [INFO][configspace.py:175] --- solver: 'sgd' -> 'adam' - [INFO][abstract_intensifier.py:590] Added config 035a84 and rejected config 7bf909 as incumbent because it is not better than the incumbents on 1 instances: - [INFO][configspace.py:175] --- activation: 'tanh' -> 'relu' - [INFO][configspace.py:175] --- batch_size: 254 -> 259 - [INFO][configspace.py:175] --- learning_rate: None -> 'constant' - [INFO][configspace.py:175] --- learning_rate_init: 0.024354043306024305 -> 0.0075638421362735015 - [INFO][configspace.py:175] --- n_layer: 1 -> 4 - [INFO][configspace.py:175] --- n_neurons: 245 -> 183 - [INFO][configspace.py:175] --- solver: 'adam' -> 'sgd' + [INFO][smbo.py:330] --- Remaining trials: 416 Default cost (Hyperband): 0.36672856700711853 - Incumbent cost (Hyperband): 0.021148251315382338 + Incumbent cost (Hyperband): 0.0178087279480037 @@ -329,7 +304,7 @@ 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 46.472 seconds) + **Total running time of the script:** ( 2 minutes 30.553 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 index abd3bc2aa..145ba919c 100644 --- a/development/_sources/examples/2_multi_fidelity/2_sgd_datasets.rst.txt +++ b/development/_sources/examples/2_multi_fidelity/2_sgd_datasets.rst.txt @@ -73,10 +73,11 @@ the target function now is required to have an instance argument. [INFO][smbo.py:319] Finished 150 trials. [INFO][smbo.py:319] Finished 200 trials. [INFO][smbo.py:319] Finished 250 trials. + [INFO][smbo.py:319] Finished 300 trials. [INFO][smbo.py:327] Configuration budget is exhausted: - [INFO][smbo.py:328] --- Remaining wallclock time: -0.03758692741394043 + [INFO][smbo.py:328] --- Remaining wallclock time: -0.029857873916625977 [INFO][smbo.py:329] --- Remaining cpu time: inf - [INFO][smbo.py:330] --- Remaining trials: 4703 + [INFO][smbo.py:330] --- Remaining trials: 4652 Default cost: 0.15489347419148672 Incumbent cost: 0.006249006102246613 @@ -218,7 +219,7 @@ the target function now is required to have an instance argument. .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 38.849 seconds) + **Total running time of the script:** ( 0 minutes 38.884 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 index 121820c65..150da238a 100644 --- a/development/_sources/examples/2_multi_fidelity/sg_execution_times.rst.txt +++ b/development/_sources/examples/2_multi_fidelity/sg_execution_times.rst.txt @@ -6,10 +6,10 @@ Computation times ================= -**03:25.321** total execution time for **examples_2_multi_fidelity** files: +**03:09.437** total execution time for **examples_2_multi_fidelity** files: +-------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_examples_2_multi_fidelity_1_mlp_epochs.py` (``1_mlp_epochs.py``) | 02:46.472 | 0.0 MB | +| :ref:`sphx_glr_examples_2_multi_fidelity_1_mlp_epochs.py` (``1_mlp_epochs.py``) | 02:30.553 | 0.0 MB | +-------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_examples_2_multi_fidelity_2_sgd_datasets.py` (``2_sgd_datasets.py``) | 00:38.849 | 0.0 MB | +| :ref:`sphx_glr_examples_2_multi_fidelity_2_sgd_datasets.py` (``2_sgd_datasets.py``) | 00:38.884 | 0.0 MB | +-------------------------------------------------------------------------------------+-----------+--------+ diff --git a/development/_sources/examples/3_multi_objective/1_schaffer.rst.txt b/development/_sources/examples/3_multi_objective/1_schaffer.rst.txt index 58adcffd1..4e082b0f4 100644 --- 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 10.477 seconds) + **Total running time of the script:** ( 0 minutes 10.250 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 index 08293a60f..2d532dc13 100644 --- a/development/_sources/examples/3_multi_objective/2_parego.rst.txt +++ b/development/_sources/examples/3_multi_objective/2_parego.rst.txt @@ -46,22 +46,30 @@ mean accuracy and run-time of each configuration. [INFO][abstract_initial_design.py:147] Using 5 initial design configurations and 0 additional configurations. [INFO][abstract_intensifier.py:515] Added config 97ef22 as new incumbent because there are no incumbents yet. [INFO][abstract_intensifier.py:598] Config f88a6b is a new incumbent. Total number of incumbents: 2. - [INFO][abstract_intensifier.py:598] Config d77b40 is a new incumbent. Total number of incumbents: 3. - [INFO][abstract_intensifier.py:598] Config 01cb2f is a new incumbent. Total number of incumbents: 4. - [INFO][abstract_intensifier.py:598] Config 96518e is a new incumbent. Total number of incumbents: 5. + [INFO][abstract_intensifier.py:598] Config 8e1252 is a new incumbent. Total number of incumbents: 3. + [INFO][abstract_intensifier.py:598] Config d77b40 is a new incumbent. Total number of incumbents: 4. + [INFO][abstract_intensifier.py:598] Config 0ff715 is a new incumbent. Total number of incumbents: 5. + [INFO][abstract_intensifier.py:598] Config 429c43 is a new incumbent. Total number of incumbents: 6. + [INFO][abstract_intensifier.py:598] Config 59f5ac is a new incumbent. Total number of incumbents: 7. + [INFO][abstract_intensifier.py:590] Added config 53a3b0 and rejected config 59f5ac as incumbent because it is not better than the incumbents on 2 instances: + [INFO][configspace.py:175] --- batch_size: 201 -> 211 + [INFO][configspace.py:175] --- learning_rate_init: 0.0009638957818340346 -> 0.001244415480039115 + [INFO][configspace.py:175] --- n_neurons: 218 -> 204 [INFO][smbo.py:327] Configuration budget is exhausted: - [INFO][smbo.py:328] --- Remaining wallclock time: -2.045799970626831 + [INFO][smbo.py:328] --- Remaining wallclock time: -1.2417519092559814 [INFO][smbo.py:329] --- Remaining cpu time: inf - [INFO][smbo.py:330] --- Remaining trials: 182 + [INFO][smbo.py:330] --- Remaining trials: 180 Validated costs from default config: - --- [0.60155834 0.25169373] + --- [0.60155834 0.22803581] Validated costs from the Pareto front (incumbents): - --- [0.88924791 0.32273936] - --- [0.04813757 0.78302634] - --- [0.03561281 0.96546268] - --- [0.03534045 1.25752056] - --- [0.03033581 1.98614478] + --- [0.88924791 0.25213516] + --- [0.04813757 0.78961754] + --- [0.80494274 0.9067992 ] + --- [0.03561281 0.96793699] + --- [0.0250472 2.23505247] + --- [0.02783117 2.16687429] + --- [0.02866527 1.80110848] @@ -242,7 +250,7 @@ mean accuracy and run-time of each configuration. .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 43.379 seconds) + **Total running time of the script:** ( 0 minutes 50.206 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 index 40700579a..add5c6889 100644 --- a/development/_sources/examples/3_multi_objective/sg_execution_times.rst.txt +++ b/development/_sources/examples/3_multi_objective/sg_execution_times.rst.txt @@ -6,10 +6,10 @@ Computation times ================= -**00:53.856** total execution time for **examples_3_multi_objective** files: +**01:00.457** total execution time for **examples_3_multi_objective** files: +------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_examples_3_multi_objective_2_parego.py` (``2_parego.py``) | 00:43.379 | 0.0 MB | +| :ref:`sphx_glr_examples_3_multi_objective_2_parego.py` (``2_parego.py``) | 00:50.206 | 0.0 MB | +------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_examples_3_multi_objective_1_schaffer.py` (``1_schaffer.py``) | 00:10.477 | 0.0 MB | +| :ref:`sphx_glr_examples_3_multi_objective_1_schaffer.py` (``1_schaffer.py``) | 00:10.250 | 0.0 MB | +------------------------------------------------------------------------------+-----------+--------+ 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 index d76a335a1..2070e387c 100644 --- 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 @@ -115,7 +115,7 @@ 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 5.012 seconds) + **Total running time of the script:** ( 0 minutes 5.660 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 index 61926515e..d780c900e 100644 --- a/development/_sources/examples/5_commandline/sg_execution_times.rst.txt +++ b/development/_sources/examples/5_commandline/sg_execution_times.rst.txt @@ -6,8 +6,8 @@ Computation times ================= -**00:05.012** total execution time for **examples_5_commandline** files: +**00:05.660** total execution time for **examples_5_commandline** files: +----------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_examples_5_commandline_1_call_target_function_script.py` (``1_call_target_function_script.py``) | 00:05.012 | 0.0 MB | +| :ref:`sphx_glr_examples_5_commandline_1_call_target_function_script.py` (``1_call_target_function_script.py``) | 00:05.660 | 0.0 MB | +----------------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/development/examples/1_basics/1_quadratic_function.html b/development/examples/1_basics/1_quadratic_function.html index 04aaeece2..55585196a 100644 --- a/development/examples/1_basics/1_quadratic_function.html +++ b/development/examples/1_basics/1_quadratic_function.html @@ -1148,7 +1148,7 @@ plot(smac.runhistory, incumbent) -

Total running time of the script: ( 0 minutes 2.671 seconds)

+

Total running time of the script: ( 0 minutes 2.608 seconds)

-

Total running time of the script: ( 0 minutes 1.222 seconds)

+

Total running time of the script: ( 0 minutes 1.204 seconds)

-

Total running time of the script: ( 0 minutes 3.096 seconds)

+

Total running time of the script: ( 0 minutes 3.037 seconds)

-

Total running time of the script: ( 0 minutes 0.148 seconds)

+

Total running time of the script: ( 0 minutes 0.146 seconds)

-

Total running time of the script: ( 0 minutes 0.877 seconds)

+

Total running time of the script: ( 0 minutes 0.850 seconds)

-

Total running time of the script: ( 0 minutes 30.302 seconds)

+

Total running time of the script: ( 0 minutes 28.927 seconds)