Aron Bahram: fix(runhistory): set id of the sampled config (#951)

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: baa8731bc411cbb3fd7c5c44ef246be6
+config: d27b9dca29b595f3d2d808c7d6245479
 tags: 645f666f9bcd5a90fca523b33c5a78b7

development/_modules/smac/runhistory/runhistory.html

@@ -1208,6 +1208,9 @@ <h1>Source code for smac.runhistory.runhistory</h1><div class="highlight"><pre>
 
             <span class="n">config_id</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_n_id</span>
 
+        <span class="c1"># Set the id attribute of the config object, so that users can access it</span>
+        <span class="n">config</span><span class="o">.</span><span class="n">config_id</span> <span class="o">=</span> <span class="n">config_id</span>
+
         <span class="k">if</span> <span class="n">status</span> <span class="o">!=</span> <span class="n">StatusType</span><span class="o">.</span><span class="n">RUNNING</span><span class="p">:</span>
             <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_n_objectives</span> <span class="o">==</span> <span class="o">-</span><span class="mi">1</span><span class="p">:</span>
                 <span class="bp">self</span><span class="o">.</span><span class="n">_n_objectives</span> <span class="o">=</span> <span class="n">n_objectives</span>

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

@@ -10,7 +10,7 @@
     .. note::
         :class: sphx-glr-download-link-note
 
-        Click :ref:`here <sphx_glr_download_examples_1_basics_1_quadratic_function.py>`
+        :ref:`Go to the end <sphx_glr_download_examples_1_basics_1_quadratic_function.py>`
         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  4.298 seconds)
+   **Total running time of the script:** ( 0 minutes  3.106 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>`

development/_sources/examples/1_basics/2_svm_cv.rst.txt

@@ -10,7 +10,7 @@
     .. note::
         :class: sphx-glr-download-link-note
 
-        Click :ref:`here <sphx_glr_download_examples_1_basics_2_svm_cv.py>`
+        :ref:`Go to the end <sphx_glr_download_examples_1_basics_2_svm_cv.py>`
         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  1.818 seconds)
+   **Total running time of the script:** ( 0 minutes  1.428 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>`

development/_sources/examples/1_basics/3_ask_and_tell.rst.txt

@@ -10,7 +10,7 @@
     .. note::
         :class: sphx-glr-download-link-note
 
-        Click :ref:`here <sphx_glr_download_examples_1_basics_3_ask_and_tell.py>`
+        :ref:`Go to the end <sphx_glr_download_examples_1_basics_3_ask_and_tell.py>`
         to download the full example code
 
 .. rst-class:: sphx-glr-example-title
@@ -40,29 +40,35 @@ This examples show how to use the Ask-and-Tell interface.
     [INFO][abstract_intensifier.py:588] Added config 94b2fe and rejected config 94dccd as incumbent because it is not better than the incumbents on 1 instances:
     [INFO][configspace.py:175] --- x0: 0.03135360777378082 -> 1.8422549832482282
     [INFO][configspace.py:175] --- x1: -0.21179260686039925 -> 3.526509233029728
-    [INFO][abstract_intensifier.py:588] Added config a4c09f and rejected config 94b2fe as incumbent because it is not better than the incumbents on 1 instances:
-    [INFO][configspace.py:175] --- x0: 1.8422549832482282 -> 1.980770819590341
-    [INFO][configspace.py:175] --- x1: 3.526509233029728 -> 4.03432249924802
+    [INFO][abstract_intensifier.py:588] Added config 026b73 and rejected config 94b2fe as incumbent because it is not better than the incumbents on 1 instances:
+    [INFO][configspace.py:175] --- x0: 1.8422549832482282 -> 0.10203668300079549
+    [INFO][configspace.py:175] --- x1: 3.526509233029728 -> 0.1151862278387501
+    [INFO][abstract_intensifier.py:588] Added config 5db1de and rejected config 026b73 as incumbent because it is not better than the incumbents on 1 instances:
+    [INFO][configspace.py:175] --- x0: 0.10203668300079549 -> 0.10138875906166067
+    [INFO][configspace.py:175] --- x1: 0.1151862278387501 -> 0.10325090860241648
+    [INFO][abstract_intensifier.py:588] Added config c89070 and rejected config 5db1de as incumbent because it is not better than the incumbents on 1 instances:
+    [INFO][configspace.py:175] --- x0: 0.10138875906166067 -> 0.08653325483166885
+    [INFO][configspace.py:175] --- x1: 0.10325090860241648 -> 0.08549815086526724
     [INFO][smbo.py:298] Finished 50 trials.
-    [INFO][abstract_intensifier.py:588] Added config 3cde7a and rejected config a4c09f as incumbent because it is not better than the incumbents on 1 instances:
-    [INFO][configspace.py:175] --- x0: 1.980770819590341 -> 2.05576260053446
-    [INFO][configspace.py:175] --- x1: 4.03432249924802 -> 4.189734587316279
-    [INFO][abstract_intensifier.py:588] Added config e7c1a8 and rejected config 3cde7a as incumbent because it is not better than the incumbents on 1 instances:
-    [INFO][configspace.py:175] --- x0: 2.05576260053446 -> 2.056514790777225
-    [INFO][configspace.py:175] --- x1: 4.189734587316279 -> 4.2444281430933675
-    [INFO][abstract_intensifier.py:588] Added config 7ab1b1 and rejected config e7c1a8 as incumbent because it is not better than the incumbents on 1 instances:
-    [INFO][configspace.py:175] --- x0: 2.056514790777225 -> 2.057439307959182
-    [INFO][configspace.py:175] --- x1: 4.2444281430933675 -> 4.219978780196948
-    [INFO][abstract_intensifier.py:588] Added config 75934b and rejected config 7ab1b1 as incumbent because it is not better than the incumbents on 1 instances:
-    [INFO][configspace.py:175] --- x0: 2.057439307959182 -> 2.0561106976838825
-    [INFO][configspace.py:175] --- x1: 4.219978780196948 -> 4.233093984919787
+    [INFO][abstract_intensifier.py:588] Added config f3174e and rejected config c89070 as incumbent because it is not better than the incumbents on 1 instances:
+    [INFO][configspace.py:175] --- x0: 0.08653325483166885 -> 0.05367820946404134
+    [INFO][configspace.py:175] --- x1: 0.08549815086526724 -> 0.07009655254860192
+    [INFO][abstract_intensifier.py:588] Added config 458538 and rejected config f3174e as incumbent because it is not better than the incumbents on 1 instances:
+    [INFO][configspace.py:175] --- x0: 0.05367820946404134 -> 0.08292029094844988
+    [INFO][configspace.py:175] --- x1: 0.07009655254860192 -> 0.06495875484764024
+    [INFO][abstract_intensifier.py:588] Added config d95598 and rejected config 458538 as incumbent because it is not better than the incumbents on 1 instances:
+    [INFO][configspace.py:175] --- x0: 0.08292029094844988 -> 0.08393076270018529
+    [INFO][configspace.py:175] --- x1: 0.06495875484764024 -> 0.034451435520161944
+    [INFO][abstract_intensifier.py:588] Added config 2b7962 and rejected config d95598 as incumbent because it is not better than the incumbents on 1 instances:
+    [INFO][configspace.py:175] --- x0: 0.08393076270018529 -> 0.07805927091208886
+    [INFO][configspace.py:175] --- x1: 0.034451435520161944 -> 0.0059357711510132916
     [INFO][smbo.py:298] Finished 100 trials.
     [INFO][smbo.py:306] Configuration budget is exhausted:
     [INFO][smbo.py:307] --- Remaining wallclock time: inf
     [INFO][smbo.py:308] --- Remaining cpu time: inf
     [INFO][smbo.py:309] --- Remaining trials: 0
     Default cost: 16916.0
-    Incumbent cost: 1.1183978687059386
+    Incumbent cost: 0.8499771879028607
 
 
 
@@ -152,7 +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  4.525 seconds)
+   **Total running time of the script:** ( 0 minutes  3.605 seconds)
 
 
 .. _sphx_glr_download_examples_1_basics_3_ask_and_tell.py:
@@ -162,6 +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>`

development/_sources/examples/1_basics/4_callback.rst.txt

@@ -10,7 +10,7 @@
     .. note::
         :class: sphx-glr-download-link-note
 
-        Click :ref:`here <sphx_glr_download_examples_1_basics_4_callback.py>`
+        :ref:`Go to the end <sphx_glr_download_examples_1_basics_4_callback.py>`
         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  0.202 seconds)
+   **Total running time of the script:** ( 0 minutes  0.170 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>`

development/_sources/examples/1_basics/5_continue.rst.txt

@@ -10,7 +10,7 @@
     .. note::
         :class: sphx-glr-download-link-note
 
-        Click :ref:`here <sphx_glr_download_examples_1_basics_5_continue.py>`
+        :ref:`Go to the end <sphx_glr_download_examples_1_basics_5_continue.py>`
         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  1.358 seconds)
+   **Total running time of the script:** ( 0 minutes  1.025 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>`

development/_sources/examples/1_basics/6_priors.rst.txt

@@ -10,7 +10,7 @@
     .. note::
         :class: sphx-glr-download-link-note
 
-        Click :ref:`here <sphx_glr_download_examples_1_basics_6_priors.py>`
+        :ref:`Go to the end <sphx_glr_download_examples_1_basics_6_priors.py>`
         to download the full example code
 
 .. rst-class:: sphx-glr-example-title
@@ -48,23 +48,22 @@ optimization, you have to change the acquisition function to ``PriorAcquisitionF
     [INFO][configspace.py:175] --- n_layer: 2 -> 3
     [INFO][configspace.py:175] --- n_neurons: 157 -> 108
     [INFO][configspace.py:175] --- optimizer: 'sgd' -> 'adam'
-    [INFO][abstract_intensifier.py:588] Added config 9d6edf and rejected config 34b1eb as incumbent because it is not better than the incumbents on 1 instances:
-    [INFO][configspace.py:175] --- batch_size: 128 -> 48
-    [INFO][configspace.py:175] --- learning_rate_init: 0.0010000000000000002 -> 0.0008561309336666343
+    [INFO][abstract_intensifier.py:588] Added config 34ee2a and rejected config 34b1eb as incumbent because it is not better than the incumbents on 1 instances:
+    [INFO][configspace.py:175] --- batch_size: 128 -> 83
     [INFO][configspace.py:175] --- n_layer: 3 -> 4
-    [INFO][configspace.py:175] --- n_neurons: 108 -> 107
-    [INFO][abstract_intensifier.py:588] Added config f444e1 and rejected config 9d6edf as incumbent because it is not better than the incumbents on 1 instances:
-    [INFO][configspace.py:175] --- batch_size: 48 -> 78
-    [INFO][configspace.py:175] --- learning_rate_init: 0.0008561309336666343 -> 0.006128780165374783
+    [INFO][abstract_intensifier.py:588] Added config 066046 and rejected config 34ee2a as incumbent because it is not better than the incumbents on 1 instances:
+    [INFO][configspace.py:175] --- batch_size: 83 -> 71
     [INFO][configspace.py:175] --- n_layer: 4 -> 3
-    [INFO][abstract_intensifier.py:588] Added config c0b873 and rejected config f444e1 as incumbent because it is not better than the incumbents on 1 instances:
-    [INFO][configspace.py:175] --- batch_size: 78 -> 77
+    [INFO][abstract_intensifier.py:588] Added config 7424fb and rejected config 066046 as incumbent because it is not better than the incumbents on 1 instances:
+    [INFO][configspace.py:175] --- batch_size: 71 -> 27
+    [INFO][configspace.py:175] --- n_layer: 3 -> 4
+    [INFO][configspace.py:175] --- n_neurons: 108 -> 105
     [INFO][smbo.py:306] Configuration budget is exhausted:
     [INFO][smbo.py:307] --- Remaining wallclock time: inf
     [INFO][smbo.py:308] --- Remaining cpu time: inf
     [INFO][smbo.py:309] --- Remaining trials: 0
     Default cost: 0.038952336737852145
-    Default cost: 0.02727174249458364
+    Default cost: 0.026719281956050667
 
 
 
@@ -239,7 +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  40.303 seconds)
+   **Total running time of the script:** ( 0 minutes  34.428 seconds)
 
 
 .. _sphx_glr_download_examples_1_basics_6_priors.py:
@@ -249,6 +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>`

development/_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`
 

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

@@ -3,20 +3,21 @@
 
 .. _sphx_glr_examples_1_basics_sg_execution_times:
 
+
 Computation times
 =================
-**00:52.504** total execution time for **examples_1_basics** files:
+**00:43.762** total execution time for **examples_1_basics** files:
 
 +-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_examples_1_basics_6_priors.py` (``6_priors.py``)                         | 00:40.303 | 0.0 MB |
+| :ref:`sphx_glr_examples_1_basics_6_priors.py` (``6_priors.py``)                         | 00:34.428 | 0.0 MB |
 +-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_examples_1_basics_3_ask_and_tell.py` (``3_ask_and_tell.py``)             | 00:04.525 | 0.0 MB |
+| :ref:`sphx_glr_examples_1_basics_3_ask_and_tell.py` (``3_ask_and_tell.py``)             | 00:03.605 | 0.0 MB |
 +-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_examples_1_basics_1_quadratic_function.py` (``1_quadratic_function.py``) | 00:04.298 | 0.0 MB |
+| :ref:`sphx_glr_examples_1_basics_1_quadratic_function.py` (``1_quadratic_function.py``) | 00:03.106 | 0.0 MB |
 +-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_examples_1_basics_2_svm_cv.py` (``2_svm_cv.py``)                         | 00:01.818 | 0.0 MB |
+| :ref:`sphx_glr_examples_1_basics_2_svm_cv.py` (``2_svm_cv.py``)                         | 00:01.428 | 0.0 MB |
 +-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_examples_1_basics_5_continue.py` (``5_continue.py``)                     | 00:01.358 | 0.0 MB |
+| :ref:`sphx_glr_examples_1_basics_5_continue.py` (``5_continue.py``)                     | 00:01.025 | 0.0 MB |
 +-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_examples_1_basics_4_callback.py` (``4_callback.py``)                     | 00:00.202 | 0.0 MB |
+| :ref:`sphx_glr_examples_1_basics_4_callback.py` (``4_callback.py``)                     | 00:00.170 | 0.0 MB |
 +-----------------------------------------------------------------------------------------+-----------+--------+