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C. Benjamins: Update numpy dependency (#1146)
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2 changes: 1 addition & 1 deletion development/.buildinfo
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# 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: d29d2961dd7c582c19f17b4bab698570
config: 40e51d5d58e23bdd87b3429dab7a59a4
tags: 645f666f9bcd5a90fca523b33c5a78b7
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"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.14"
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"name": "python",
"nbconvert_exporter": "python",
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"name": "python",
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"name": "python",
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"name": "python",
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"version": "3.10.14"
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4 changes: 2 additions & 2 deletions development/_modules/smac/utils/numpyencoder.html
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Expand Up @@ -1069,10 +1069,10 @@ <h1>Source code for smac.utils.numpyencoder</h1><div class="highlight"><pre>
<span class="p">):</span>
<span class="k">return</span> <span class="nb">int</span><span class="p">(</span><span class="n">obj</span><span class="p">)</span>

<span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">obj</span><span class="p">,</span> <span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">float_</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">float16</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">float32</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">float64</span><span class="p">)):</span>
<span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">obj</span><span class="p">,</span> <span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">float16</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">float32</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">float64</span><span class="p">)):</span>
<span class="k">return</span> <span class="nb">float</span><span class="p">(</span><span class="n">obj</span><span class="p">)</span>

<span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">obj</span><span class="p">,</span> <span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">complex_</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">complex64</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">complex128</span><span class="p">)):</span>
<span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">obj</span><span class="p">,</span> <span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">complex64</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">complex128</span><span class="p">)):</span>
<span class="k">return</span> <span class="p">{</span><span class="s2">&quot;real&quot;</span><span class="p">:</span> <span class="n">obj</span><span class="o">.</span><span class="n">real</span><span class="p">,</span> <span class="s2">&quot;imag&quot;</span><span class="p">:</span> <span class="n">obj</span><span class="o">.</span><span class="n">imag</span><span class="p">}</span>

<span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">obj</span><span class="p">,</span> <span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">,)):</span>
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Expand Up @@ -161,7 +161,7 @@ be applied to problems with large evaluation budgets (up to 1000 evaluations).
.. rst-class:: sphx-glr-timing

**Total running time of the script:** (0 minutes 4.224 seconds)
**Total running time of the script:** (0 minutes 4.138 seconds)


.. _sphx_glr_download_examples_1_basics_1_quadratic_function.py:
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6 changes: 3 additions & 3 deletions development/_sources/examples/1_basics/2_svm_cv.rst.txt
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Expand Up @@ -38,14 +38,14 @@ types as well as conditional hyperparameters.
[INFO][abstract_initial_design.py:147] Using 5 initial design configurations and 0 additional configurations.
/home/runner/work/SMAC3/SMAC3/examples/1_basics/2_svm_cv.py:57: DeprecationWarning: Please use `dict(config)` instead of `config.get_dictionary()` or use it as a dictionary directly if needed.
config_dict = config.get_dictionary()
[INFO][abstract_intensifier.py:516] Added config 16b2dc as new incumbent because there are no incumbents yet.
[INFO][abstract_intensifier.py:516] Added config 6e02b1 as new incumbent because there are no incumbents yet.
/home/runner/work/SMAC3/SMAC3/examples/1_basics/2_svm_cv.py:57: DeprecationWarning: Please use `dict(config)` instead of `config.get_dictionary()` or use it as a dictionary directly if needed.
config_dict = config.get_dictionary()
/home/runner/work/SMAC3/SMAC3/examples/1_basics/2_svm_cv.py:57: DeprecationWarning: Please use `dict(config)` instead of `config.get_dictionary()` or use it as a dictionary directly if needed.
config_dict = config.get_dictionary()
/home/runner/work/SMAC3/SMAC3/examples/1_basics/2_svm_cv.py:57: DeprecationWarning: Please use `dict(config)` instead of `config.get_dictionary()` or use it as a dictionary directly if needed.
config_dict = config.get_dictionary()
[INFO][abstract_intensifier.py:595] Added config 22dc7a and rejected config 16b2dc as incumbent because it is not better than the incumbents on 2 instances:
[INFO][abstract_intensifier.py:595] Added config 4ff25a and rejected config 6e02b1 as incumbent because it is not better than the incumbents on 2 instances:
/home/runner/work/SMAC3/SMAC3/examples/1_basics/2_svm_cv.py:57: DeprecationWarning: Please use `dict(config)` instead of `config.get_dictionary()` or use it as a dictionary directly if needed.
config_dict = config.get_dictionary()
/home/runner/work/SMAC3/SMAC3/examples/1_basics/2_svm_cv.py:57: DeprecationWarning: Please use `dict(config)` instead of `config.get_dictionary()` or use it as a dictionary directly if needed.
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.. rst-class:: sphx-glr-timing

**Total running time of the script:** (0 minutes 1.579 seconds)
**Total running time of the script:** (0 minutes 1.454 seconds)


.. _sphx_glr_download_examples_1_basics_2_svm_cv.py:
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Expand Up @@ -136,7 +136,7 @@ This examples show how to use the Ask-and-Tell interface.
.. rst-class:: sphx-glr-timing

**Total running time of the script:** (0 minutes 3.858 seconds)
**Total running time of the script:** (0 minutes 3.818 seconds)


.. _sphx_glr_download_examples_1_basics_3_ask_and_tell.py:
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2 changes: 1 addition & 1 deletion development/_sources/examples/1_basics/4_callback.rst.txt
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Expand Up @@ -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 0.159 seconds)
**Total running time of the script:** (0 minutes 0.163 seconds)


.. _sphx_glr_download_examples_1_basics_4_callback.py:
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Expand Up @@ -172,7 +172,7 @@ there already is a previous run with the same meta data, this run will be contin
.. rst-class:: sphx-glr-timing

**Total running time of the script:** (0 minutes 1.529 seconds)
**Total running time of the script:** (0 minutes 1.587 seconds)


.. _sphx_glr_download_examples_1_basics_5_continue.py:
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20 changes: 10 additions & 10 deletions development/_sources/examples/1_basics/6_priors.rst.txt
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Expand Up @@ -40,15 +40,15 @@ optimization, you have to change the acquisition function to ``PriorAcquisitionF
[INFO][abstract_initial_design.py:147] Using 10 initial design configurations and 1 additional configurations.
[WARNING][prior_acqusition_function.py:107] Discretizing the prior for random forest models.
[INFO][abstract_intensifier.py:516] Added config 145e6c as new incumbent because there are no incumbents yet.
[INFO][abstract_intensifier.py:595] Added config 2aab89 and rejected config 145e6c as incumbent because it is not better than the incumbents on 1 instances:
[INFO][abstract_intensifier.py:595] Added config 1dd478 and rejected config 2aab89 as incumbent because it is not better than the incumbents on 1 instances:
[INFO][abstract_intensifier.py:595] Added config 8111d4 and rejected config 1dd478 as incumbent because it is not better than the incumbents on 1 instances:
[INFO][abstract_intensifier.py:595] Added config 4fcbbb and rejected config 8111d4 as incumbent because it is not better than the incumbents on 1 instances:
[INFO][abstract_intensifier.py:595] Added config a18544 and rejected config 4fcbbb as incumbent because it is not better than the incumbents on 1 instances:
[INFO][abstract_intensifier.py:595] Added config ece60c and rejected config a18544 as incumbent because it is not better than the incumbents on 1 instances:
[INFO][abstract_intensifier.py:595] Added config fee5c4 and rejected config ece60c as incumbent because it is not better than the incumbents on 1 instances:
[INFO][abstract_intensifier.py:595] Added config 649016 and rejected config fee5c4 as incumbent because it is not better than the incumbents on 1 instances:
[INFO][abstract_intensifier.py:516] Added config 7c9362 as new incumbent because there are no incumbents yet.
[INFO][abstract_intensifier.py:595] Added config 91773d and rejected config 7c9362 as incumbent because it is not better than the incumbents on 1 instances:
[INFO][abstract_intensifier.py:595] Added config a3266d and rejected config 91773d as incumbent because it is not better than the incumbents on 1 instances:
[INFO][abstract_intensifier.py:595] Added config b412f7 and rejected config a3266d as incumbent because it is not better than the incumbents on 1 instances:
[INFO][abstract_intensifier.py:595] Added config f90063 and rejected config b412f7 as incumbent because it is not better than the incumbents on 1 instances:
[INFO][abstract_intensifier.py:595] Added config 8ce770 and rejected config f90063 as incumbent because it is not better than the incumbents on 1 instances:
[INFO][abstract_intensifier.py:595] Added config 9dabc2 and rejected config 8ce770 as incumbent because it is not better than the incumbents on 1 instances:
[INFO][abstract_intensifier.py:595] Added config 70e325 and rejected config 9dabc2 as incumbent because it is not better than the incumbents on 1 instances:
[INFO][abstract_intensifier.py:595] Added config b250d9 and rejected config 70e325 as incumbent because it is not better than the incumbents on 1 instances:
[INFO][smbo.py:328] Configuration budget is exhausted:
[INFO][smbo.py:329] --- Remaining wallclock time: inf
[INFO][smbo.py:330] --- Remaining cpu time: inf
Expand Down Expand Up @@ -229,7 +229,7 @@ optimization, you have to change the acquisition function to ``PriorAcquisitionF
.. rst-class:: sphx-glr-timing

**Total running time of the script:** (0 minutes 40.250 seconds)
**Total running time of the script:** (0 minutes 37.400 seconds)


.. _sphx_glr_download_examples_1_basics_6_priors.py:
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Computation times
=================
**00:51.599** total execution time for 6 files **from examples/1_basics**:
**00:48.560** total execution time for 6 files **from examples/1_basics**:

.. container::

Expand All @@ -33,20 +33,20 @@ Computation times
- Time
- Mem (MB)
* - :ref:`sphx_glr_examples_1_basics_6_priors.py` (``6_priors.py``)
- 00:40.250
- 00:37.400
- 0.0
* - :ref:`sphx_glr_examples_1_basics_1_quadratic_function.py` (``1_quadratic_function.py``)
- 00:04.224
- 00:04.138
- 0.0
* - :ref:`sphx_glr_examples_1_basics_3_ask_and_tell.py` (``3_ask_and_tell.py``)
- 00:03.858
- 0.0
* - :ref:`sphx_glr_examples_1_basics_2_svm_cv.py` (``2_svm_cv.py``)
- 00:01.579
- 00:03.818
- 0.0
* - :ref:`sphx_glr_examples_1_basics_5_continue.py` (``5_continue.py``)
- 00:01.529
- 00:01.587
- 0.0
* - :ref:`sphx_glr_examples_1_basics_2_svm_cv.py` (``2_svm_cv.py``)
- 00:01.454
- 0.0
* - :ref:`sphx_glr_examples_1_basics_4_callback.py` (``4_callback.py``)
- 00:00.159
- 00:00.163
- 0.0
29 changes: 13 additions & 16 deletions development/_sources/examples/2_multi_fidelity/1_mlp_epochs.rst.txt
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Expand Up @@ -66,20 +66,17 @@ is chosen to optimize the average accuracy on 5-fold cross validation.
[INFO][smbo.py:320] Finished 0 trials.
[INFO][smbo.py:320] Finished 0 trials.
[INFO][smbo.py:320] Finished 0 trials.
[INFO][smbo.py:320] Finished 100 trials.
[INFO][smbo.py:320] Finished 150 trials.
[INFO][smbo.py:320] Finished 150 trials.
[INFO][smbo.py:328] Configuration budget is exhausted:
[INFO][smbo.py:329] --- Remaining wallclock time: -2.6284854412078857
[INFO][smbo.py:329] --- Remaining wallclock time: -3.4835309982299805
[INFO][smbo.py:330] --- Remaining cpu time: inf
[INFO][smbo.py:331] --- Remaining trials: 157
[INFO][smbo.py:331] --- Remaining trials: 175
Default cost (SuccessiveHalving): 0.36672856700711853
Incumbent cost (SuccessiveHalving): inf
[INFO][abstract_initial_design.py:82] Using `n_configs` and ignoring `n_configs_per_hyperparameter`.
[INFO][abstract_facade.py:203] Workers are reduced to 8.
/opt/hostedtoolcache/Python/3.10.14/x64/lib/python3.10/site-packages/distributed/node.py:187: UserWarning: Port 8787 is already in use.
/opt/hostedtoolcache/Python/3.10.15/x64/lib/python3.10/site-packages/distributed/node.py:187: UserWarning: Port 8787 is already in use.
Perhaps you already have a cluster running?
Hosting the HTTP server on port 33819 instead
Hosting the HTTP server on port 43263 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.
Expand All @@ -99,22 +96,22 @@ is chosen to optimize the average accuracy on 5-fold cross validation.
[INFO][smbo.py:320] Finished 0 trials.
[INFO][smbo.py:320] Finished 0 trials.
[INFO][smbo.py:320] Finished 0 trials.
[INFO][abstract_intensifier.py:516] Added config 6ad6db as new incumbent because there are no incumbents yet.
[INFO][abstract_intensifier.py:595] Added config 2307c7 and rejected config 6ad6db as incumbent because it is not better than the incumbents on 1 instances:
[INFO][abstract_intensifier.py:516] Added config e458ff as new incumbent because there are no incumbents yet.
[INFO][smbo.py:320] Finished 50 trials.
[INFO][abstract_intensifier.py:595] Added config 41a895 and rejected config 2307c7 as incumbent because it is not better than the incumbents on 1 instances:
[INFO][abstract_intensifier.py:595] Added config 25e206 and rejected config 41a895 as incumbent because it is not better than the incumbents on 1 instances:
[INFO][smbo.py:320] Finished 50 trials.
[INFO][abstract_intensifier.py:595] Added config 0d0708 and rejected config e458ff as incumbent because it is not better than the incumbents on 1 instances:
[INFO][smbo.py:320] Finished 100 trials.
[INFO][smbo.py:320] Finished 100 trials.
[INFO][abstract_intensifier.py:595] Added config 219cf8 and rejected config 25e206 as incumbent because it is not better than the incumbents on 1 instances:
[INFO][abstract_intensifier.py:595] Added config ebffad and rejected config 0d0708 as incumbent because it is not better than the incumbents on 1 instances:
[INFO][smbo.py:320] Finished 150 trials.
[INFO][smbo.py:320] Finished 150 trials.
[INFO][smbo.py:320] Finished 150 trials.
[INFO][smbo.py:328] Configuration budget is exhausted:
[INFO][smbo.py:329] --- Remaining wallclock time: -3.253384828567505
[INFO][smbo.py:329] --- Remaining wallclock time: -1.365504503250122
[INFO][smbo.py:330] --- Remaining cpu time: inf
[INFO][smbo.py:331] --- Remaining trials: 195
[INFO][smbo.py:331] --- Remaining trials: 167
Default cost (Hyperband): 0.36672856700711853
Incumbent cost (Hyperband): 0.023932219127205223
Incumbent cost (Hyperband): 0.023375116063138357
Expand Down Expand Up @@ -293,7 +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 20.581 seconds)
**Total running time of the script:** (2 minutes 18.785 seconds)


.. _sphx_glr_download_examples_2_multi_fidelity_1_mlp_epochs.py:
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