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a/main/_modules/smac/acquisition/function/thompson.html b/main/_modules/smac/acquisition/function/thompson.html index 2ef70c7b5..cfe2e0f39 100644 --- a/main/_modules/smac/acquisition/function/thompson.html +++ b/main/_modules/smac/acquisition/function/thompson.html @@ -1041,7 +1041,7 @@

Source code for smac.acquisition.function.thompson

X = X[:, np.newaxis] sample_function = getattr(self._model, "sample_functions", None) - if callable(sample_function): + if callable(sample_function): return -sample_function(X, n_funcs=1) m, var_ = self._model.predict_marginalized(X) diff --git a/main/_modules/smac/runner/target_function_runner.html b/main/_modules/smac/runner/target_function_runner.html index d349763ec..03ee040ed 100644 --- a/main/_modules/smac/runner/target_function_runner.html +++ b/main/_modules/smac/runner/target_function_runner.html @@ -1037,7 +1037,7 @@

Source code for smac.runner.target_function_runner

self._target_function = target_function # Check if target function is callable - if not callable(self._target_function): + if not callable(self._target_function): raise TypeError( "Argument `target_function` must be a callable but is type" f"`{type(self._target_function)}`." ) diff --git a/main/_sources/examples/1_basics/1_quadratic_function.rst.txt b/main/_sources/examples/1_basics/1_quadratic_function.rst.txt index b83759c0b..0aa2e2068 100644 --- a/main/_sources/examples/1_basics/1_quadratic_function.rst.txt +++ b/main/_sources/examples/1_basics/1_quadratic_function.rst.txt @@ -10,7 +10,7 @@ .. note:: :class: sphx-glr-download-link-note - Click :ref:`here ` + :ref:`Go to the end ` to download the full example code .. rst-class:: sphx-glr-example-title @@ -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 2.512 seconds) + **Total running time of the script:** ( 0 minutes 2.609 seconds) .. _sphx_glr_download_examples_1_basics_1_quadratic_function.py: @@ -177,6 +177,8 @@ be applied to problems with large evaluation budgets (up to 1000 evaluations). .. container:: sphx-glr-footer sphx-glr-footer-example + + .. container:: sphx-glr-download sphx-glr-download-python :download:`Download Python source code: 1_quadratic_function.py <1_quadratic_function.py>` diff --git a/main/_sources/examples/1_basics/2_svm_cv.rst.txt b/main/_sources/examples/1_basics/2_svm_cv.rst.txt index ceff05891..e4aa27742 100644 --- a/main/_sources/examples/1_basics/2_svm_cv.rst.txt +++ b/main/_sources/examples/1_basics/2_svm_cv.rst.txt @@ -10,7 +10,7 @@ .. note:: :class: sphx-glr-download-link-note - Click :ref:`here ` + :ref:`Go to the end ` to download the full example code .. rst-class:: sphx-glr-example-title @@ -151,7 +151,7 @@ types as well as conditional hyperparameters. .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 1.184 seconds) + **Total running time of the script:** ( 0 minutes 1.207 seconds) .. _sphx_glr_download_examples_1_basics_2_svm_cv.py: @@ -161,6 +161,8 @@ types as well as conditional hyperparameters. .. container:: sphx-glr-footer sphx-glr-footer-example + + .. container:: sphx-glr-download sphx-glr-download-python :download:`Download Python source code: 2_svm_cv.py <2_svm_cv.py>` diff --git a/main/_sources/examples/1_basics/3_ask_and_tell.rst.txt b/main/_sources/examples/1_basics/3_ask_and_tell.rst.txt index 3c72eee50..f4245eef5 100644 --- a/main/_sources/examples/1_basics/3_ask_and_tell.rst.txt +++ b/main/_sources/examples/1_basics/3_ask_and_tell.rst.txt @@ -10,7 +10,7 @@ .. note:: :class: sphx-glr-download-link-note - Click :ref:`here ` + :ref:`Go to the end ` to download the full example code .. rst-class:: sphx-glr-example-title @@ -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 2.996 seconds) + **Total running time of the script:** ( 0 minutes 3.066 seconds) .. _sphx_glr_download_examples_1_basics_3_ask_and_tell.py: @@ -168,6 +168,8 @@ This examples show how to use the Ask-and-Tell interface. .. container:: sphx-glr-footer sphx-glr-footer-example + + .. container:: sphx-glr-download sphx-glr-download-python :download:`Download Python source code: 3_ask_and_tell.py <3_ask_and_tell.py>` diff --git a/main/_sources/examples/1_basics/4_callback.rst.txt b/main/_sources/examples/1_basics/4_callback.rst.txt index a979770e5..d35acf7a1 100644 --- a/main/_sources/examples/1_basics/4_callback.rst.txt +++ b/main/_sources/examples/1_basics/4_callback.rst.txt @@ -10,7 +10,7 @@ .. note:: :class: sphx-glr-download-link-note - Click :ref:`here ` + :ref:`Go to the end ` to download the full example code .. rst-class:: sphx-glr-example-title @@ -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 0.138 seconds) + **Total running time of the script:** ( 0 minutes 0.148 seconds) .. _sphx_glr_download_examples_1_basics_4_callback.py: @@ -154,6 +154,8 @@ Furthermore, we print some stages of the optimization process. .. container:: sphx-glr-footer sphx-glr-footer-example + + .. container:: sphx-glr-download sphx-glr-download-python :download:`Download Python source code: 4_callback.py <4_callback.py>` diff --git a/main/_sources/examples/1_basics/5_continue.rst.txt b/main/_sources/examples/1_basics/5_continue.rst.txt index 938643efd..9a6bc3cc5 100644 --- a/main/_sources/examples/1_basics/5_continue.rst.txt +++ b/main/_sources/examples/1_basics/5_continue.rst.txt @@ -10,7 +10,7 @@ .. note:: :class: sphx-glr-download-link-note - Click :ref:`here ` + :ref:`Go to the end ` to download the full example code .. rst-class:: sphx-glr-example-title @@ -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 0.831 seconds) + **Total running time of the script:** ( 0 minutes 0.860 seconds) .. _sphx_glr_download_examples_1_basics_5_continue.py: @@ -183,6 +183,8 @@ function is continued. We use a custom callback, to artificially stop the first .. container:: sphx-glr-footer sphx-glr-footer-example + + .. container:: sphx-glr-download sphx-glr-download-python :download:`Download Python source code: 5_continue.py <5_continue.py>` diff --git a/main/_sources/examples/1_basics/6_priors.rst.txt b/main/_sources/examples/1_basics/6_priors.rst.txt index 83d2ed135..5f7d97fd0 100644 --- a/main/_sources/examples/1_basics/6_priors.rst.txt +++ b/main/_sources/examples/1_basics/6_priors.rst.txt @@ -10,7 +10,7 @@ .. note:: :class: sphx-glr-download-link-note - Click :ref:`here ` + :ref:`Go to the end ` to download the full example code .. rst-class:: sphx-glr-example-title @@ -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 29.207 seconds) + **Total running time of the script:** ( 0 minutes 28.106 seconds) .. _sphx_glr_download_examples_1_basics_6_priors.py: @@ -248,6 +248,8 @@ optimization, you have to change the acquisition function to ``PriorAcquisitionF .. container:: sphx-glr-footer sphx-glr-footer-example + + .. container:: sphx-glr-download sphx-glr-download-python :download:`Download Python source code: 6_priors.py <6_priors.py>` diff --git a/main/_sources/examples/1_basics/index.rst.txt b/main/_sources/examples/1_basics/index.rst.txt index b5d2deab1..094ff7bda 100644 --- a/main/_sources/examples/1_basics/index.rst.txt +++ b/main/_sources/examples/1_basics/index.rst.txt @@ -18,7 +18,7 @@ Basics .. only:: html .. image:: /examples/1_basics/images/thumb/sphx_glr_1_quadratic_function_thumb.png - :alt: Quadratic Function + :alt: :ref:`sphx_glr_examples_1_basics_1_quadratic_function.py` @@ -35,7 +35,7 @@ Basics .. only:: html .. image:: /examples/1_basics/images/thumb/sphx_glr_2_svm_cv_thumb.png - :alt: Support Vector Machine with Cross-Validation + :alt: :ref:`sphx_glr_examples_1_basics_2_svm_cv.py` @@ -52,7 +52,7 @@ Basics .. only:: html .. image:: /examples/1_basics/images/thumb/sphx_glr_3_ask_and_tell_thumb.png - :alt: Ask-and-Tell + :alt: :ref:`sphx_glr_examples_1_basics_3_ask_and_tell.py` @@ -69,7 +69,7 @@ Basics .. only:: html .. image:: /examples/1_basics/images/thumb/sphx_glr_4_callback_thumb.png - :alt: Custom Callback + :alt: :ref:`sphx_glr_examples_1_basics_4_callback.py` @@ -86,7 +86,7 @@ Basics .. only:: html .. image:: /examples/1_basics/images/thumb/sphx_glr_5_continue_thumb.png - :alt: Continue an Optimization + :alt: :ref:`sphx_glr_examples_1_basics_5_continue.py` @@ -103,7 +103,7 @@ Basics .. only:: html .. image:: /examples/1_basics/images/thumb/sphx_glr_6_priors_thumb.png - :alt: User Priors over the Optimum + :alt: :ref:`sphx_glr_examples_1_basics_6_priors.py` diff --git a/main/_sources/examples/1_basics/sg_execution_times.rst.txt b/main/_sources/examples/1_basics/sg_execution_times.rst.txt index c2a958727..ba48d42a7 100644 --- a/main/_sources/examples/1_basics/sg_execution_times.rst.txt +++ b/main/_sources/examples/1_basics/sg_execution_times.rst.txt @@ -3,20 +3,21 @@ .. _sphx_glr_examples_1_basics_sg_execution_times: + Computation times ================= -**00:36.868** total execution time for **examples_1_basics** files: +**00:35.997** total execution time for **examples_1_basics** files: +-----------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_examples_1_basics_6_priors.py` (``6_priors.py``) | 00:29.207 | 0.0 MB | +| :ref:`sphx_glr_examples_1_basics_6_priors.py` (``6_priors.py``) | 00:28.106 | 0.0 MB | +-----------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_examples_1_basics_3_ask_and_tell.py` (``3_ask_and_tell.py``) | 00:02.996 | 0.0 MB | +| :ref:`sphx_glr_examples_1_basics_3_ask_and_tell.py` (``3_ask_and_tell.py``) | 00:03.066 | 0.0 MB | +-----------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_examples_1_basics_1_quadratic_function.py` (``1_quadratic_function.py``) | 00:02.512 | 0.0 MB | +| :ref:`sphx_glr_examples_1_basics_1_quadratic_function.py` (``1_quadratic_function.py``) | 00:02.609 | 0.0 MB | +-----------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_examples_1_basics_2_svm_cv.py` (``2_svm_cv.py``) | 00:01.184 | 0.0 MB | +| :ref:`sphx_glr_examples_1_basics_2_svm_cv.py` (``2_svm_cv.py``) | 00:01.207 | 0.0 MB | +-----------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_examples_1_basics_5_continue.py` (``5_continue.py``) | 00:00.831 | 0.0 MB | +| :ref:`sphx_glr_examples_1_basics_5_continue.py` (``5_continue.py``) | 00:00.860 | 0.0 MB | +-----------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_examples_1_basics_4_callback.py` (``4_callback.py``) | 00:00.138 | 0.0 MB | +| :ref:`sphx_glr_examples_1_basics_4_callback.py` (``4_callback.py``) | 00:00.148 | 0.0 MB | +-----------------------------------------------------------------------------------------+-----------+--------+ diff --git a/main/_sources/examples/2_multi_fidelity/1_mlp_epochs.rst.txt b/main/_sources/examples/2_multi_fidelity/1_mlp_epochs.rst.txt index 23373ecd7..5121f8280 100644 --- a/main/_sources/examples/2_multi_fidelity/1_mlp_epochs.rst.txt +++ b/main/_sources/examples/2_multi_fidelity/1_mlp_epochs.rst.txt @@ -10,7 +10,7 @@ .. note:: :class: sphx-glr-download-link-note - Click :ref:`here ` + :ref:`Go to the end ` to download the full example code .. rst-class:: sphx-glr-example-title @@ -53,43 +53,43 @@ is chosen to optimize the average accuracy on 5-fold cross validation. [INFO][abstract_facade.py:184] Workers are reduced to 8. [INFO][proxy.py:71] To route to workers diagnostics web server please install jupyter-server-proxy: python -m pip install jupyter-server-proxy - [INFO][scheduler.py:1615] State start - [INFO][scheduler.py:3861] Scheduler at: tcp://127.0.0.1:46845 - [INFO][scheduler.py:3863] dashboard at: 127.0.0.1:8787 - [INFO][nanny.py:365] Start Nanny at: 'tcp://127.0.0.1:43963' - [INFO][nanny.py:365] Start Nanny at: 'tcp://127.0.0.1:46501' - [INFO][nanny.py:365] Start Nanny at: 'tcp://127.0.0.1:40465' - [INFO][nanny.py:365] Start Nanny at: 'tcp://127.0.0.1:42801' - [INFO][nanny.py:365] Start Nanny at: 'tcp://127.0.0.1:44415' - [INFO][nanny.py:365] Start Nanny at: 'tcp://127.0.0.1:46345' - [INFO][nanny.py:365] Start Nanny at: 'tcp://127.0.0.1:35921' - [INFO][nanny.py:365] Start Nanny at: 'tcp://127.0.0.1:34839' - [INFO][scheduler.py:4213] Register worker - [INFO][scheduler.py:5466] Starting worker compute stream, tcp://127.0.0.1:44319 - [INFO][core.py:867] Starting established connection to tcp://127.0.0.1:34212 - [INFO][scheduler.py:4213] Register worker - [INFO][scheduler.py:5466] Starting worker compute stream, tcp://127.0.0.1:36009 - [INFO][core.py:867] Starting established connection to tcp://127.0.0.1:34264 - [INFO][scheduler.py:4213] Register worker - [INFO][scheduler.py:5466] Starting worker compute stream, tcp://127.0.0.1:45345 - [INFO][core.py:867] Starting established connection to tcp://127.0.0.1:34254 - [INFO][scheduler.py:4213] Register worker - [INFO][scheduler.py:5466] Starting worker compute stream, tcp://127.0.0.1:38897 - [INFO][core.py:867] Starting established connection to tcp://127.0.0.1:34202 - [INFO][scheduler.py:4213] Register worker - [INFO][scheduler.py:5466] Starting worker compute stream, tcp://127.0.0.1:38061 - [INFO][core.py:867] Starting established connection to tcp://127.0.0.1:34186 - [INFO][scheduler.py:4213] Register worker - [INFO][scheduler.py:5466] Starting worker compute stream, tcp://127.0.0.1:44431 - [INFO][core.py:867] Starting established connection to tcp://127.0.0.1:34246 - [INFO][scheduler.py:4213] Register worker - [INFO][scheduler.py:5466] Starting worker compute stream, tcp://127.0.0.1:37733 - [INFO][core.py:867] Starting established connection to tcp://127.0.0.1:34226 - [INFO][scheduler.py:4213] Register worker - [INFO][scheduler.py:5466] Starting worker compute stream, tcp://127.0.0.1:37561 - [INFO][core.py:867] Starting established connection to tcp://127.0.0.1:34238 - [INFO][scheduler.py:5226] Receive client connection: Client-97b6b4b2-b9ab-11ed-878e-3b94006c5661 - [INFO][core.py:867] Starting established connection to tcp://127.0.0.1:34270 + [INFO][scheduler.py:1617] State start + [INFO][scheduler.py:3863] Scheduler at: tcp://127.0.0.1:35507 + [INFO][scheduler.py:3870] dashboard at: http://127.0.0.1:8787/status + [INFO][nanny.py:367] Start Nanny at: 'tcp://127.0.0.1:41251' + [INFO][nanny.py:367] Start Nanny at: 'tcp://127.0.0.1:39393' + [INFO][nanny.py:367] Start Nanny at: 'tcp://127.0.0.1:46703' + [INFO][nanny.py:367] Start Nanny at: 'tcp://127.0.0.1:37503' + [INFO][nanny.py:367] Start Nanny at: 'tcp://127.0.0.1:43475' + [INFO][nanny.py:367] Start Nanny at: 'tcp://127.0.0.1:42331' + [INFO][nanny.py:367] Start Nanny at: 'tcp://127.0.0.1:39945' + [INFO][nanny.py:367] Start Nanny at: 'tcp://127.0.0.1:39321' + [INFO][scheduler.py:4220] Register worker + [INFO][scheduler.py:5477] Starting worker compute stream, tcp://127.0.0.1:33347 + [INFO][core.py:877] Starting established connection to tcp://127.0.0.1:40882 + [INFO][scheduler.py:4220] Register worker + [INFO][scheduler.py:5477] Starting worker compute stream, tcp://127.0.0.1:39445 + [INFO][core.py:877] Starting established connection to tcp://127.0.0.1:40856 + [INFO][scheduler.py:4220] Register worker + [INFO][scheduler.py:5477] Starting worker compute stream, tcp://127.0.0.1:45409 + [INFO][core.py:877] Starting established connection to tcp://127.0.0.1:40850 + [INFO][scheduler.py:4220] Register worker + [INFO][scheduler.py:5477] Starting worker compute stream, tcp://127.0.0.1:46699 + [INFO][core.py:877] Starting established connection to tcp://127.0.0.1:40834 + [INFO][scheduler.py:4220] Register worker + [INFO][scheduler.py:5477] Starting worker compute stream, tcp://127.0.0.1:38479 + [INFO][core.py:877] Starting established connection to tcp://127.0.0.1:40818 + [INFO][scheduler.py:4220] Register worker + [INFO][scheduler.py:5477] Starting worker compute stream, tcp://127.0.0.1:33305 + [INFO][core.py:877] Starting established connection to tcp://127.0.0.1:40876 + [INFO][scheduler.py:4220] Register worker + [INFO][scheduler.py:5477] Starting worker compute stream, tcp://127.0.0.1:38299 + [INFO][core.py:877] Starting established connection to tcp://127.0.0.1:40864 + [INFO][scheduler.py:4220] Register worker + [INFO][scheduler.py:5477] Starting worker compute stream, tcp://127.0.0.1:38123 + [INFO][core.py:877] Starting established connection to tcp://127.0.0.1:40898 + [INFO][scheduler.py:5235] Receive client connection: Client-638542ef-d863-11ed-87a5-4fb9e734806d + [INFO][core.py:877] Starting established connection to tcp://127.0.0.1:40904 [INFO][abstract_initial_design.py:134] Using 5 initial design configurations and 0 additional configurations. [INFO][successive_halving.py:163] Successive Halving uses budget type BUDGETS with eta 3, min budget 1, and max budget 25. [INFO][successive_halving.py:307] Number of configs in stage: @@ -106,9 +106,9 @@ is chosen to optimize the average accuracy on 5-fold cross validation. [INFO][smbo.py:298] Finished 0 trials. [INFO][abstract_intensifier.py:513] Added config 8ea495 as new incumbent because there are no incumbents yet. [INFO][smbo.py:306] Configuration budget is exhausted: - [INFO][smbo.py:307] --- Remaining wallclock time: -0.3820681571960449 + [INFO][smbo.py:307] --- Remaining wallclock time: -0.8060743808746338 [INFO][smbo.py:308] --- Remaining cpu time: inf - [INFO][smbo.py:309] --- Remaining trials: 369 + [INFO][smbo.py:309] --- Remaining trials: 399 [INFO][abstract_intensifier.py:588] Added config 035a84 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 -> 259 @@ -122,45 +122,45 @@ is chosen to optimize the average accuracy on 5-fold cross validation. [INFO][abstract_facade.py:184] Workers are reduced to 8. /opt/hostedtoolcache/Python/3.10.10/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 39815 instead + Hosting the HTTP server on port 40305 instead warnings.warn( - [INFO][scheduler.py:1615] State start - [INFO][scheduler.py:3861] Scheduler at: tcp://127.0.0.1:46195 - [INFO][scheduler.py:3863] dashboard at: 127.0.0.1:39815 - [INFO][nanny.py:365] Start Nanny at: 'tcp://127.0.0.1:41815' - [INFO][nanny.py:365] Start Nanny at: 'tcp://127.0.0.1:43801' - [INFO][nanny.py:365] Start Nanny at: 'tcp://127.0.0.1:41525' - [INFO][nanny.py:365] Start Nanny at: 'tcp://127.0.0.1:43721' - [INFO][nanny.py:365] Start Nanny at: 'tcp://127.0.0.1:43351' - [INFO][nanny.py:365] Start Nanny at: 'tcp://127.0.0.1:33051' - [INFO][nanny.py:365] Start Nanny at: 'tcp://127.0.0.1:38659' - [INFO][nanny.py:365] Start Nanny at: 'tcp://127.0.0.1:42509' - [INFO][scheduler.py:4213] Register worker - [INFO][scheduler.py:5466] Starting worker compute stream, tcp://127.0.0.1:46285 - [INFO][core.py:867] Starting established connection to tcp://127.0.0.1:34088 - [INFO][scheduler.py:4213] Register worker - [INFO][scheduler.py:5466] Starting worker compute stream, tcp://127.0.0.1:42769 - [INFO][core.py:867] Starting established connection to tcp://127.0.0.1:34092 - [INFO][scheduler.py:4213] Register worker - [INFO][scheduler.py:5466] Starting worker compute stream, tcp://127.0.0.1:37015 - [INFO][core.py:867] Starting established connection to tcp://127.0.0.1:34104 - [INFO][scheduler.py:4213] Register worker - [INFO][scheduler.py:5466] Starting worker compute stream, tcp://127.0.0.1:44663 - [INFO][core.py:867] Starting established connection to tcp://127.0.0.1:34102 - [INFO][scheduler.py:4213] Register worker - [INFO][scheduler.py:5466] Starting worker compute stream, tcp://127.0.0.1:43449 - [INFO][core.py:867] Starting established connection to tcp://127.0.0.1:34082 - [INFO][scheduler.py:4213] Register worker - [INFO][scheduler.py:5466] Starting worker compute stream, tcp://127.0.0.1:36907 - [INFO][core.py:867] Starting established connection to tcp://127.0.0.1:34124 - [INFO][scheduler.py:4213] Register worker - [INFO][scheduler.py:5466] Starting worker compute stream, tcp://127.0.0.1:34367 - [INFO][core.py:867] Starting established connection to tcp://127.0.0.1:34140 - [INFO][scheduler.py:4213] Register worker - [INFO][scheduler.py:5466] Starting worker compute stream, tcp://127.0.0.1:42579 - [INFO][core.py:867] Starting established connection to tcp://127.0.0.1:34118 - [INFO][scheduler.py:5226] Receive client connection: Client-c335da49-b9ab-11ed-878e-3b94006c5661 - [INFO][core.py:867] Starting established connection to tcp://127.0.0.1:34144 + [INFO][scheduler.py:1617] State start + [INFO][scheduler.py:3863] Scheduler at: tcp://127.0.0.1:42743 + [INFO][scheduler.py:3870] dashboard at: http://127.0.0.1:40305/status + [INFO][nanny.py:367] Start Nanny at: 'tcp://127.0.0.1:44783' + [INFO][nanny.py:367] Start Nanny at: 'tcp://127.0.0.1:42319' + [INFO][nanny.py:367] Start Nanny at: 'tcp://127.0.0.1:40515' + [INFO][nanny.py:367] Start Nanny at: 'tcp://127.0.0.1:34029' + [INFO][nanny.py:367] Start Nanny at: 'tcp://127.0.0.1:38143' + [INFO][nanny.py:367] Start Nanny at: 'tcp://127.0.0.1:40737' + [INFO][nanny.py:367] Start Nanny at: 'tcp://127.0.0.1:40647' + [INFO][nanny.py:367] Start Nanny at: 'tcp://127.0.0.1:45029' + [INFO][scheduler.py:4220] Register worker + [INFO][scheduler.py:5477] Starting worker compute stream, tcp://127.0.0.1:34713 + [INFO][core.py:877] Starting established connection to tcp://127.0.0.1:45068 + [INFO][scheduler.py:4220] Register worker + [INFO][scheduler.py:5477] Starting worker compute stream, tcp://127.0.0.1:37927 + [INFO][core.py:877] Starting established connection to tcp://127.0.0.1:45078 + [INFO][scheduler.py:4220] Register worker + [INFO][scheduler.py:5477] Starting worker compute stream, tcp://127.0.0.1:40943 + [INFO][core.py:877] Starting established connection to tcp://127.0.0.1:45088 + [INFO][scheduler.py:4220] Register worker + [INFO][scheduler.py:5477] Starting worker compute stream, tcp://127.0.0.1:43495 + [INFO][core.py:877] Starting established connection to tcp://127.0.0.1:45090 + [INFO][scheduler.py:4220] Register worker + [INFO][scheduler.py:5477] Starting worker compute stream, tcp://127.0.0.1:38393 + [INFO][core.py:877] Starting established connection to tcp://127.0.0.1:45112 + [INFO][scheduler.py:4220] Register worker + [INFO][scheduler.py:5477] Starting worker compute stream, tcp://127.0.0.1:41525 + [INFO][core.py:877] Starting established connection to tcp://127.0.0.1:45104 + [INFO][scheduler.py:4220] Register worker + [INFO][scheduler.py:5477] Starting worker compute stream, tcp://127.0.0.1:46267 + [INFO][core.py:877] Starting established connection to tcp://127.0.0.1:45110 + [INFO][scheduler.py:4220] Register worker + [INFO][scheduler.py:5477] Starting worker compute stream, tcp://127.0.0.1:41827 + [INFO][core.py:877] Starting established connection to tcp://127.0.0.1:45116 + [INFO][scheduler.py:5235] Receive client connection: Client-942f3281-d863-11ed-87a5-4fb9e734806d + [INFO][core.py:877] Starting established connection to tcp://127.0.0.1:45126 [INFO][abstract_initial_design.py:134] Using 5 initial design configurations and 0 additional configurations. [INFO][successive_halving.py:163] Successive Halving uses budget type BUDGETS with eta 3, min budget 1, and max budget 25. [INFO][successive_halving.py:307] Number of configs in stage: @@ -179,30 +179,21 @@ is chosen to optimize the average accuracy on 5-fold cross validation. [INFO][smbo.py:298] Finished 0 trials. [INFO][smbo.py:298] Finished 0 trials. [INFO][smbo.py:298] Finished 0 trials. - [INFO][abstract_intensifier.py:513] Added config 06bb76 as new incumbent because there are no incumbents yet. - [INFO][abstract_intensifier.py:588] Added config ebb6be and rejected config 06bb76 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: None -> 35 - [INFO][configspace.py:175] --- learning_rate_init: None -> 0.001547917475869209 - [INFO][configspace.py:175] --- n_layer: 2 -> 4 - [INFO][configspace.py:175] --- n_neurons: 48 -> 32 - [INFO][configspace.py:175] --- solver: 'lbfgs' -> 'adam' - [INFO][abstract_intensifier.py:588] Added config 8ea495 and rejected config ebb6be as incumbent because it is not better than the incumbents on 1 instances: - [INFO][configspace.py:175] --- batch_size: 35 -> 214 - [INFO][configspace.py:175] --- learning_rate_init: 0.001547917475869209 -> 0.005599223654063347 - [INFO][configspace.py:175] --- n_neurons: 32 -> 66 - [INFO][abstract_intensifier.py:588] Added config 704d44 and rejected config 8ea495 as incumbent because it is not better than the incumbents on 1 instances: + [INFO][abstract_intensifier.py:513] Added config 87a2ad as new incumbent because there are no incumbents yet. + [INFO][abstract_intensifier.py:588] Added config 67740e and rejected config 87a2ad 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][configspace.py:175] --- batch_size: 153 -> 252 + [INFO][configspace.py:175] --- learning_rate: None -> 'adaptive' + [INFO][configspace.py:175] --- learning_rate_init: 0.006677306766018313 -> 0.07986885470785313 + [INFO][configspace.py:175] --- n_layer: 2 -> 1 + [INFO][configspace.py:175] --- n_neurons: 70 -> 209 + [INFO][configspace.py:175] --- solver: 'adam' -> 'sgd' [INFO][smbo.py:306] Configuration budget is exhausted: - [INFO][smbo.py:307] --- Remaining wallclock time: -1.0623316764831543 + [INFO][smbo.py:307] --- Remaining wallclock time: -2.576676845550537 [INFO][smbo.py:308] --- Remaining cpu time: inf - [INFO][smbo.py:309] --- Remaining trials: 416 + [INFO][smbo.py:309] --- Remaining trials: 400 Default cost (Hyperband): 0.36672856700711853 - Incumbent cost (Hyperband): 0.0178087279480037 + Incumbent cost (Hyperband): 0.02170380687093787 @@ -381,7 +372,7 @@ 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 47.664 seconds) + **Total running time of the script:** ( 2 minutes 38.599 seconds) .. _sphx_glr_download_examples_2_multi_fidelity_1_mlp_epochs.py: @@ -391,6 +382,8 @@ is chosen to optimize the average accuracy on 5-fold cross validation. .. container:: sphx-glr-footer sphx-glr-footer-example + + .. container:: sphx-glr-download sphx-glr-download-python :download:`Download Python source code: 1_mlp_epochs.py <1_mlp_epochs.py>` diff --git a/main/_sources/examples/2_multi_fidelity/2_sgd_datasets.rst.txt b/main/_sources/examples/2_multi_fidelity/2_sgd_datasets.rst.txt index 48dda58ac..856e3d841 100644 --- a/main/_sources/examples/2_multi_fidelity/2_sgd_datasets.rst.txt +++ b/main/_sources/examples/2_multi_fidelity/2_sgd_datasets.rst.txt @@ -10,7 +10,7 @@ .. note:: :class: sphx-glr-download-link-note - Click :ref:`here ` + :ref:`Go to the end ` to download the full example code .. rst-class:: sphx-glr-example-title @@ -75,7 +75,7 @@ the target function now is required to have an instance argument. [INFO][smbo.py:298] Finished 250 trials. [INFO][smbo.py:298] Finished 300 trials. [INFO][smbo.py:306] Configuration budget is exhausted: - [INFO][smbo.py:307] --- Remaining wallclock time: -0.440338134765625 + [INFO][smbo.py:307] --- Remaining wallclock time: -3.9577765464782715 [INFO][smbo.py:308] --- Remaining cpu time: inf [INFO][smbo.py:309] --- Remaining trials: 4651 Default cost: 0.15489347419148672 @@ -219,7 +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 37.853 seconds) + **Total running time of the script:** ( 0 minutes 42.147 seconds) .. _sphx_glr_download_examples_2_multi_fidelity_2_sgd_datasets.py: @@ -229,6 +229,8 @@ the target function now is required to have an instance argument. .. container:: sphx-glr-footer sphx-glr-footer-example + + .. container:: sphx-glr-download sphx-glr-download-python :download:`Download Python source code: 2_sgd_datasets.py <2_sgd_datasets.py>` diff --git a/main/_sources/examples/2_multi_fidelity/index.rst.txt b/main/_sources/examples/2_multi_fidelity/index.rst.txt index eed05df31..8683791f8 100644 --- a/main/_sources/examples/2_multi_fidelity/index.rst.txt +++ b/main/_sources/examples/2_multi_fidelity/index.rst.txt @@ -20,7 +20,7 @@ Multi-Fidelity and Multi-Instances .. only:: html .. image:: /examples/2_multi_fidelity/images/thumb/sphx_glr_1_mlp_epochs_thumb.png - :alt: Multi-Layer Perceptron Using Multiple Epochs + :alt: :ref:`sphx_glr_examples_2_multi_fidelity_1_mlp_epochs.py` @@ -37,7 +37,7 @@ Multi-Fidelity and Multi-Instances .. only:: html .. image:: /examples/2_multi_fidelity/images/thumb/sphx_glr_2_sgd_datasets_thumb.png - :alt: Stochastic Gradient Descent On Multiple Datasets + :alt: :ref:`sphx_glr_examples_2_multi_fidelity_2_sgd_datasets.py` diff --git a/main/_sources/examples/2_multi_fidelity/sg_execution_times.rst.txt b/main/_sources/examples/2_multi_fidelity/sg_execution_times.rst.txt index 1f4886696..143216126 100644 --- a/main/_sources/examples/2_multi_fidelity/sg_execution_times.rst.txt +++ b/main/_sources/examples/2_multi_fidelity/sg_execution_times.rst.txt @@ -3,12 +3,13 @@ .. _sphx_glr_examples_2_multi_fidelity_sg_execution_times: + Computation times ================= -**03:25.517** total execution time for **examples_2_multi_fidelity** files: +**03:20.746** total execution time for **examples_2_multi_fidelity** files: +-------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_examples_2_multi_fidelity_1_mlp_epochs.py` (``1_mlp_epochs.py``) | 02:47.664 | 0.0 MB | +| :ref:`sphx_glr_examples_2_multi_fidelity_1_mlp_epochs.py` (``1_mlp_epochs.py``) | 02:38.599 | 0.0 MB | +-------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_examples_2_multi_fidelity_2_sgd_datasets.py` (``2_sgd_datasets.py``) | 00:37.853 | 0.0 MB | +| :ref:`sphx_glr_examples_2_multi_fidelity_2_sgd_datasets.py` (``2_sgd_datasets.py``) | 00:42.147 | 0.0 MB | +-------------------------------------------------------------------------------------+-----------+--------+ diff --git a/main/_sources/examples/3_multi_objective/1_schaffer.rst.txt b/main/_sources/examples/3_multi_objective/1_schaffer.rst.txt index e3e697856..68d10fafe 100644 --- a/main/_sources/examples/3_multi_objective/1_schaffer.rst.txt +++ b/main/_sources/examples/3_multi_objective/1_schaffer.rst.txt @@ -10,7 +10,7 @@ .. note:: :class: sphx-glr-download-link-note - Click :ref:`here ` + :ref:`Go to the end ` to download the full example code .. rst-class:: sphx-glr-example-title @@ -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 10.052 seconds) + **Total running time of the script:** ( 0 minutes 9.359 seconds) .. _sphx_glr_download_examples_3_multi_objective_1_schaffer.py: @@ -474,6 +474,8 @@ SMAC prioritizes the second objective over the first one. .. container:: sphx-glr-footer sphx-glr-footer-example + + .. container:: sphx-glr-download sphx-glr-download-python :download:`Download Python source code: 1_schaffer.py <1_schaffer.py>` diff --git a/main/_sources/examples/3_multi_objective/2_parego.rst.txt b/main/_sources/examples/3_multi_objective/2_parego.rst.txt index d8ee8bca7..73ff790b3 100644 --- a/main/_sources/examples/3_multi_objective/2_parego.rst.txt +++ b/main/_sources/examples/3_multi_objective/2_parego.rst.txt @@ -10,7 +10,7 @@ .. note:: :class: sphx-glr-download-link-note - Click :ref:`here ` + :ref:`Go to the end ` to download the full example code .. rst-class:: sphx-glr-example-title @@ -47,27 +47,38 @@ mean accuracy and run-time of each configuration. [INFO][abstract_intensifier.py:513] Added config 97ef22 as new incumbent because there are no incumbents yet. [INFO][abstract_intensifier.py:596] Config f88a6b is a new incumbent. Total number of incumbents: 2. [INFO][abstract_intensifier.py:596] Config d77b40 is a new incumbent. Total number of incumbents: 3. - [INFO][abstract_intensifier.py:596] Config 2816f9 is a new incumbent. Total number of incumbents: 4. - [INFO][abstract_intensifier.py:588] Added config 62aff5 and rejected config d77b40 as incumbent because it is not better than the incumbents on 2 instances: + [INFO][abstract_intensifier.py:596] Config fb2108 is a new incumbent. Total number of incumbents: 4. + [INFO][abstract_intensifier.py:596] Config af50b3 is a new incumbent. Total number of incumbents: 5. + [INFO][abstract_intensifier.py:588] Added config 73559d and rejected config f88a6b as incumbent because it is not better than the incumbents on 2 instances: + [INFO][configspace.py:175] --- batch_size: 77 -> 242 + [INFO][configspace.py:175] --- learning_rate_init: 0.000534923804864797 -> 0.029564690829467433 + [INFO][configspace.py:175] --- n_neurons: 146 -> 168 + [INFO][abstract_intensifier.py:596] Config 04c3ba is a new incumbent. Total number of incumbents: 6. + [INFO][abstract_intensifier.py:596] Config bbaabe is a new incumbent. Total number of incumbents: 7. + [INFO][abstract_intensifier.py:588] Added config 68039e and rejected config d77b40 as incumbent because it is not better than the incumbents on 2 instances: [INFO][configspace.py:175] --- activation: 'logistic' -> 'tanh' - [INFO][configspace.py:175] --- batch_size: 175 -> 199 - [INFO][configspace.py:175] --- learning_rate_init: 0.004156370184967407 -> 0.0017311547725778489 + [INFO][configspace.py:175] --- batch_size: 175 -> 138 + [INFO][configspace.py:175] --- learning_rate_init: 0.004156370184967407 -> 0.0021015664530106993 [INFO][configspace.py:175] --- n_layer: 2 -> 1 - [INFO][configspace.py:175] --- n_neurons: 90 -> 204 - [INFO][abstract_intensifier.py:596] Config bac46b is a new incumbent. Total number of incumbents: 5. + [INFO][configspace.py:175] --- n_neurons: 90 -> 190 + [INFO][abstract_intensifier.py:596] Config 93411e is a new incumbent. Total number of incumbents: 8. + [INFO][abstract_intensifier.py:596] Config d7c4ee is a new incumbent. Total number of incumbents: 8. [INFO][smbo.py:306] Configuration budget is exhausted: - [INFO][smbo.py:307] --- Remaining wallclock time: -0.26352977752685547 + [INFO][smbo.py:307] --- Remaining wallclock time: -0.060235023498535156 [INFO][smbo.py:308] --- Remaining cpu time: inf - [INFO][smbo.py:309] --- Remaining trials: 180 + [INFO][smbo.py:309] --- Remaining trials: 164 Validated costs from default config: - --- [0.60155834 0.23388457] + --- [0.60155834 0.2319392 ] Validated costs from the Pareto front (incumbents): - --- [0.88924791 0.29350591] - --- [0.04813757 0.75854015] - --- [0.02894073 1.36358535] - --- [0.03144769 0.6795274 ] - --- [0.02142526 2.37107587] + --- [0.02587821 1.16788936] + --- [0.07986537 0.4560498 ] + --- [0.03923708 0.50581014] + --- [0.02783117 1.10585272] + --- [0.02727097 1.16588473] + --- [0.03005184 0.75296998] + --- [0.83221062 0.2165122 ] + --- [0.13132699 0.27907598] @@ -248,7 +259,7 @@ mean accuracy and run-time of each configuration. .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 41.839 seconds) + **Total running time of the script:** ( 0 minutes 42.011 seconds) .. _sphx_glr_download_examples_3_multi_objective_2_parego.py: @@ -258,6 +269,8 @@ mean accuracy and run-time of each configuration. .. container:: sphx-glr-footer sphx-glr-footer-example + + .. container:: sphx-glr-download sphx-glr-download-python :download:`Download Python source code: 2_parego.py <2_parego.py>` diff --git a/main/_sources/examples/3_multi_objective/index.rst.txt b/main/_sources/examples/3_multi_objective/index.rst.txt index 26926b3f0..a6acd1fb0 100644 --- a/main/_sources/examples/3_multi_objective/index.rst.txt +++ b/main/_sources/examples/3_multi_objective/index.rst.txt @@ -20,7 +20,7 @@ Multi-Objective .. only:: html .. image:: /examples/3_multi_objective/images/thumb/sphx_glr_1_schaffer_thumb.png - :alt: 2D Schaffer Function with Objective Weights + :alt: :ref:`sphx_glr_examples_3_multi_objective_1_schaffer.py` @@ -37,7 +37,7 @@ Multi-Objective .. only:: html .. image:: /examples/3_multi_objective/images/thumb/sphx_glr_2_parego_thumb.png - :alt: ParEGO + :alt: :ref:`sphx_glr_examples_3_multi_objective_2_parego.py` diff --git a/main/_sources/examples/3_multi_objective/sg_execution_times.rst.txt b/main/_sources/examples/3_multi_objective/sg_execution_times.rst.txt index 952548c6b..9e623963b 100644 --- a/main/_sources/examples/3_multi_objective/sg_execution_times.rst.txt +++ b/main/_sources/examples/3_multi_objective/sg_execution_times.rst.txt @@ -3,12 +3,13 @@ .. _sphx_glr_examples_3_multi_objective_sg_execution_times: + Computation times ================= -**00:51.891** total execution time for **examples_3_multi_objective** files: +**00:51.370** total execution time for **examples_3_multi_objective** files: +------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_examples_3_multi_objective_2_parego.py` (``2_parego.py``) | 00:41.839 | 0.0 MB | +| :ref:`sphx_glr_examples_3_multi_objective_2_parego.py` (``2_parego.py``) | 00:42.011 | 0.0 MB | +------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_examples_3_multi_objective_1_schaffer.py` (``1_schaffer.py``) | 00:10.052 | 0.0 MB | +| :ref:`sphx_glr_examples_3_multi_objective_1_schaffer.py` (``1_schaffer.py``) | 00:09.359 | 0.0 MB | +------------------------------------------------------------------------------+-----------+--------+ diff --git a/main/_sources/examples/5_commandline/1_call_target_function_script.rst.txt b/main/_sources/examples/5_commandline/1_call_target_function_script.rst.txt index cdc11f58e..960bae266 100644 --- a/main/_sources/examples/5_commandline/1_call_target_function_script.rst.txt +++ b/main/_sources/examples/5_commandline/1_call_target_function_script.rst.txt @@ -10,7 +10,7 @@ .. note:: :class: sphx-glr-download-link-note - Click :ref:`here ` + :ref:`Go to the end ` to download the full example code .. rst-class:: sphx-glr-example-title @@ -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 4.828 seconds) + **Total running time of the script:** ( 0 minutes 4.880 seconds) .. _sphx_glr_download_examples_5_commandline_1_call_target_function_script.py: @@ -125,6 +125,8 @@ This simple example shows how to call a script with the following content: .. container:: sphx-glr-footer sphx-glr-footer-example + + .. container:: sphx-glr-download sphx-glr-download-python :download:`Download Python source code: 1_call_target_function_script.py <1_call_target_function_script.py>` diff --git a/main/_sources/examples/5_commandline/index.rst.txt b/main/_sources/examples/5_commandline/index.rst.txt index 38a2e6b1f..fa10b50c0 100644 --- a/main/_sources/examples/5_commandline/index.rst.txt +++ b/main/_sources/examples/5_commandline/index.rst.txt @@ -20,7 +20,7 @@ SMAC can call a target function from a script. This is useful if you want to opt .. only:: html .. image:: /examples/5_commandline/images/thumb/sphx_glr_1_call_target_function_script_thumb.png - :alt: Call Target Function From Script + :alt: :ref:`sphx_glr_examples_5_commandline_1_call_target_function_script.py` diff --git a/main/_sources/examples/5_commandline/sg_execution_times.rst.txt b/main/_sources/examples/5_commandline/sg_execution_times.rst.txt index f1701088d..0d7084867 100644 --- a/main/_sources/examples/5_commandline/sg_execution_times.rst.txt +++ b/main/_sources/examples/5_commandline/sg_execution_times.rst.txt @@ -3,10 +3,11 @@ .. _sphx_glr_examples_5_commandline_sg_execution_times: + Computation times ================= -**00:04.828** total execution time for **examples_5_commandline** files: +**00:04.880** 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``) | 00:04.828 | 0.0 MB | +| :ref:`sphx_glr_examples_5_commandline_1_call_target_function_script.py` (``1_call_target_function_script.py``) | 00:04.880 | 0.0 MB | +----------------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/main/_sources/examples/index.rst.txt b/main/_sources/examples/index.rst.txt index 60bc7bf7e..e5523221f 100644 --- a/main/_sources/examples/index.rst.txt +++ b/main/_sources/examples/index.rst.txt @@ -32,7 +32,7 @@ Basics .. only:: html .. image:: /examples/1_basics/images/thumb/sphx_glr_1_quadratic_function_thumb.png - :alt: Quadratic Function + :alt: :ref:`sphx_glr_examples_1_basics_1_quadratic_function.py` @@ -49,7 +49,7 @@ Basics .. only:: html .. image:: /examples/1_basics/images/thumb/sphx_glr_2_svm_cv_thumb.png - :alt: Support Vector Machine with Cross-Validation + :alt: :ref:`sphx_glr_examples_1_basics_2_svm_cv.py` @@ -66,7 +66,7 @@ Basics .. only:: html .. image:: /examples/1_basics/images/thumb/sphx_glr_3_ask_and_tell_thumb.png - :alt: Ask-and-Tell + :alt: :ref:`sphx_glr_examples_1_basics_3_ask_and_tell.py` @@ -83,7 +83,7 @@ Basics .. only:: html .. image:: /examples/1_basics/images/thumb/sphx_glr_4_callback_thumb.png - :alt: Custom Callback + :alt: :ref:`sphx_glr_examples_1_basics_4_callback.py` @@ -100,7 +100,7 @@ Basics .. only:: html .. image:: /examples/1_basics/images/thumb/sphx_glr_5_continue_thumb.png - :alt: Continue an Optimization + :alt: :ref:`sphx_glr_examples_1_basics_5_continue.py` @@ -117,7 +117,7 @@ Basics .. only:: html .. image:: /examples/1_basics/images/thumb/sphx_glr_6_priors_thumb.png - :alt: User Priors over the Optimum + :alt: :ref:`sphx_glr_examples_1_basics_6_priors.py` @@ -149,7 +149,7 @@ Multi-Fidelity and Multi-Instances .. only:: html .. image:: /examples/2_multi_fidelity/images/thumb/sphx_glr_1_mlp_epochs_thumb.png - :alt: Multi-Layer Perceptron Using Multiple Epochs + :alt: :ref:`sphx_glr_examples_2_multi_fidelity_1_mlp_epochs.py` @@ -166,7 +166,7 @@ Multi-Fidelity and Multi-Instances .. only:: html .. image:: /examples/2_multi_fidelity/images/thumb/sphx_glr_2_sgd_datasets_thumb.png - :alt: Stochastic Gradient Descent On Multiple Datasets + :alt: :ref:`sphx_glr_examples_2_multi_fidelity_2_sgd_datasets.py` @@ -198,7 +198,7 @@ Multi-Objective .. only:: html .. image:: /examples/3_multi_objective/images/thumb/sphx_glr_1_schaffer_thumb.png - :alt: 2D Schaffer Function with Objective Weights + :alt: :ref:`sphx_glr_examples_3_multi_objective_1_schaffer.py` @@ -215,7 +215,7 @@ Multi-Objective .. only:: html .. image:: /examples/3_multi_objective/images/thumb/sphx_glr_2_parego_thumb.png - :alt: ParEGO + :alt: :ref:`sphx_glr_examples_3_multi_objective_2_parego.py` @@ -247,7 +247,7 @@ SMAC can call a target function from a script. This is useful if you want to opt .. only:: html .. image:: /examples/5_commandline/images/thumb/sphx_glr_1_call_target_function_script_thumb.png - :alt: Call Target Function From Script + :alt: :ref:`sphx_glr_examples_5_commandline_1_call_target_function_script.py` @@ -266,6 +266,7 @@ SMAC can call a target function from a script. This is useful if you want to opt :hidden: :includehidden: + /examples/1_basics/index.rst /examples/2_multi_fidelity/index.rst /examples/3_multi_objective/index.rst diff --git a/main/_static/jupyterlite_badge_logo.svg b/main/_static/jupyterlite_badge_logo.svg new file mode 100644 index 000000000..5de36d7fd --- /dev/null +++ b/main/_static/jupyterlite_badge_logo.svg @@ -0,0 +1,3 @@ + + +launchlaunchlitelite \ No newline at end of file diff --git a/main/_static/sg_gallery-binder.css b/main/_static/sg_gallery-binder.css index a33aa4204..420005d22 100644 --- a/main/_static/sg_gallery-binder.css +++ b/main/_static/sg_gallery-binder.css @@ -4,3 +4,8 @@ div.binder-badge { margin: 1em auto; vertical-align: middle; } + +div.lite-badge { + margin: 1em auto; + vertical-align: middle; +} diff --git a/main/examples/1_basics/1_quadratic_function.html b/main/examples/1_basics/1_quadratic_function.html index 70946ccc1..a58dd6e03 100644 --- a/main/examples/1_basics/1_quadratic_function.html +++ b/main/examples/1_basics/1_quadratic_function.html @@ -1003,7 +1003,7 @@

Note

-

Click here +

Go to the end to download the full example code

@@ -1130,7 +1130,7 @@ plot(smac.runhistory, incumbent)
-

Total running time of the script: ( 0 minutes 2.512 seconds)

+

Total running time of the script: ( 0 minutes 2.609 seconds)

-

Total running time of the script: ( 0 minutes 1.184 seconds)

+

Total running time of the script: ( 0 minutes 1.207 seconds)

-

Total running time of the script: ( 0 minutes 2.996 seconds)

+

Total running time of the script: ( 0 minutes 3.066 seconds)

-

Total running time of the script: ( 0 minutes 0.138 seconds)

+

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

-

Total running time of the script: ( 0 minutes 0.831 seconds)

+

Total running time of the script: ( 0 minutes 0.860 seconds)

-

Total running time of the script: ( 0 minutes 29.207 seconds)

+

Total running time of the script: ( 0 minutes 28.106 seconds)