Sarah Segel: Add information on handling of stopIteration error (#1130)

automl · Aug 20, 2024 · 766eaf1 · 766eaf1
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 href="https://pydata-sphinx-theme.readthedocs.io">PyData Sphinx Theme</a>. <br>
 </p>
     </div>

diff --git a/development/_modules/smac/facade/blackbox_facade.html b/development/_modules/smac/facade/blackbox_facade.html
@@ -1409,7 +1409,7 @@ <h1>Source code for smac.facade.blackbox_facade</h1><div class="highlight"><pre>
     <div class="footer-item">
       <p class="sphinx-version">
 Created using <a href="http://sphinx-doc.org/">Sphinx</a>
-7.4.7. Template is modified version of <a
+8.0.2. Template is modified version of <a
 href="https://pydata-sphinx-theme.readthedocs.io">PyData Sphinx Theme</a>. <br>
 </p>
     </div>

diff --git a/development/_modules/smac/facade/hyperband_facade.html b/development/_modules/smac/facade/hyperband_facade.html
@@ -1111,7 +1111,7 @@ <h1>Source code for smac.facade.hyperband_facade</h1><div class="highlight"><pre
     <div class="footer-item">
       <p class="sphinx-version">
 Created using <a href="http://sphinx-doc.org/">Sphinx</a>
-7.4.7. Template is modified version of <a
+8.0.2. Template is modified version of <a
 href="https://pydata-sphinx-theme.readthedocs.io">PyData Sphinx Theme</a>. <br>
 </p>
     </div>

diff --git a/development/_modules/smac/facade/hyperparameter_optimization_facade.html b/development/_modules/smac/facade/hyperparameter_optimization_facade.html
@@ -1287,7 +1287,7 @@ <h1>Source code for smac.facade.hyperparameter_optimization_facade</h1><div clas
     <div class="footer-item">
       <p class="sphinx-version">
 Created using <a href="http://sphinx-doc.org/">Sphinx</a>
-7.4.7. Template is modified version of <a
+8.0.2. Template is modified version of <a
 href="https://pydata-sphinx-theme.readthedocs.io">PyData Sphinx Theme</a>. <br>
 </p>
     </div>

diff --git a/development/_modules/smac/facade/multi_fidelity_facade.html b/development/_modules/smac/facade/multi_fidelity_facade.html
@@ -1156,7 +1156,7 @@ <h1>Source code for smac.facade.multi_fidelity_facade</h1><div class="highlight"
     <div class="footer-item">
       <p class="sphinx-version">
 Created using <a href="http://sphinx-doc.org/">Sphinx</a>
-7.4.7. Template is modified version of <a
+8.0.2. Template is modified version of <a
 href="https://pydata-sphinx-theme.readthedocs.io">PyData Sphinx Theme</a>. <br>
 </p>
     </div>

diff --git a/development/_modules/smac/facade/random_facade.html b/development/_modules/smac/facade/random_facade.html
@@ -1242,7 +1242,7 @@ <h1>Source code for smac.facade.random_facade</h1><div class="highlight"><pre>
     <div class="footer-item">
       <p class="sphinx-version">
 Created using <a href="http://sphinx-doc.org/">Sphinx</a>
-7.4.7. Template is modified version of <a
+8.0.2. Template is modified version of <a
 href="https://pydata-sphinx-theme.readthedocs.io">PyData Sphinx Theme</a>. <br>
 </p>
     </div>

diff --git a/development/_modules/smac/initial_design/abstract_initial_design.html b/development/_modules/smac/initial_design/abstract_initial_design.html
@@ -1267,7 +1267,7 @@ <h1>Source code for smac.initial_design.abstract_initial_design</h1><div class="
     <div class="footer-item">
       <p class="sphinx-version">
 Created using <a href="http://sphinx-doc.org/">Sphinx</a>
-7.4.7. Template is modified version of <a
+8.0.2. Template is modified version of <a
 href="https://pydata-sphinx-theme.readthedocs.io">PyData Sphinx Theme</a>. <br>
 </p>
     </div>

diff --git a/development/_modules/smac/initial_design/default_design.html b/development/_modules/smac/initial_design/default_design.html
@@ -1070,7 +1070,7 @@ <h1>Source code for smac.initial_design.default_design</h1><div class="highlight
     <div class="footer-item">
       <p class="sphinx-version">
 Created using <a href="http://sphinx-doc.org/">Sphinx</a>
-7.4.7. Template is modified version of <a
+8.0.2. Template is modified version of <a
 href="https://pydata-sphinx-theme.readthedocs.io">PyData Sphinx Theme</a>. <br>
 </p>
     </div>

diff --git a/development/_modules/smac/initial_design/factorial_design.html b/development/_modules/smac/initial_design/factorial_design.html
@@ -1114,7 +1114,7 @@ <h1>Source code for smac.initial_design.factorial_design</h1><div class="highlig
     <div class="footer-item">
       <p class="sphinx-version">
 Created using <a href="http://sphinx-doc.org/">Sphinx</a>
-7.4.7. Template is modified version of <a
+8.0.2. Template is modified version of <a
 href="https://pydata-sphinx-theme.readthedocs.io">PyData Sphinx Theme</a>. <br>
 </p>
     </div>

diff --git a/development/_modules/smac/initial_design/latin_hypercube_design.html b/development/_modules/smac/initial_design/latin_hypercube_design.html
@@ -1083,7 +1083,7 @@ <h1>Source code for smac.initial_design.latin_hypercube_design</h1><div class="h
     <div class="footer-item">
       <p class="sphinx-version">
 Created using <a href="http://sphinx-doc.org/">Sphinx</a>
-7.4.7. Template is modified version of <a
+8.0.2. Template is modified version of <a
 href="https://pydata-sphinx-theme.readthedocs.io">PyData Sphinx Theme</a>. <br>
 </p>
     </div>

diff --git a/development/_modules/smac/initial_design/random_design.html b/development/_modules/smac/initial_design/random_design.html
@@ -1073,7 +1073,7 @@ <h1>Source code for smac.initial_design.random_design</h1><div class="highlight"
     <div class="footer-item">
       <p class="sphinx-version">
 Created using <a href="http://sphinx-doc.org/">Sphinx</a>
-7.4.7. Template is modified version of <a
+8.0.2. Template is modified version of <a
 href="https://pydata-sphinx-theme.readthedocs.io">PyData Sphinx Theme</a>. <br>
 </p>
     </div>

diff --git a/development/_modules/smac/initial_design/sobol_design.html b/development/_modules/smac/initial_design/sobol_design.html
@@ -1101,7 +1101,7 @@ <h1>Source code for smac.initial_design.sobol_design</h1><div class="highlight">
     <div class="footer-item">
       <p class="sphinx-version">
 Created using <a href="http://sphinx-doc.org/">Sphinx</a>
-7.4.7. Template is modified version of <a
+8.0.2. Template is modified version of <a
 href="https://pydata-sphinx-theme.readthedocs.io">PyData Sphinx Theme</a>. <br>
 </p>
     </div>

diff --git a/development/_modules/smac/intensifier/abstract_intensifier.html b/development/_modules/smac/intensifier/abstract_intensifier.html
@@ -1868,7 +1868,7 @@ <h1>Source code for smac.intensifier.abstract_intensifier</h1><div class="highli
     <div class="footer-item">
       <p class="sphinx-version">
 Created using <a href="http://sphinx-doc.org/">Sphinx</a>
-7.4.7. Template is modified version of <a
+8.0.2. Template is modified version of <a
 href="https://pydata-sphinx-theme.readthedocs.io">PyData Sphinx Theme</a>. <br>
 </p>
     </div>

diff --git a/development/_modules/smac/intensifier/hyperband.html b/development/_modules/smac/intensifier/hyperband.html
@@ -1124,7 +1124,7 @@ <h1>Source code for smac.intensifier.hyperband</h1><div class="highlight"><pre>
     <div class="footer-item">
       <p class="sphinx-version">
 Created using <a href="http://sphinx-doc.org/">Sphinx</a>
-7.4.7. Template is modified version of <a
+8.0.2. Template is modified version of <a
 href="https://pydata-sphinx-theme.readthedocs.io">PyData Sphinx Theme</a>. <br>
 </p>
     </div>

diff --git a/development/_modules/smac/intensifier/hyperband_utils.html b/development/_modules/smac/intensifier/hyperband_utils.html
@@ -1247,7 +1247,7 @@ <h1>Source code for smac.intensifier.hyperband_utils</h1><div class="highlight">
     <div class="footer-item">
       <p class="sphinx-version">
 Created using <a href="http://sphinx-doc.org/">Sphinx</a>
-7.4.7. Template is modified version of <a
+8.0.2. Template is modified version of <a
 href="https://pydata-sphinx-theme.readthedocs.io">PyData Sphinx Theme</a>. <br>
 </p>
     </div>

diff --git a/development/_modules/smac/intensifier/intensifier.html b/development/_modules/smac/intensifier/intensifier.html
@@ -1266,6 +1266,10 @@ <h1>Source code for smac.intensifier.intensifier</h1><div class="highlight"><pre
                     <span class="n">fails</span> <span class="o">=</span> <span class="o">-</span><span class="mi">1</span>
                 <span class="k">except</span> <span class="ne">StopIteration</span><span class="p">:</span>
                     <span class="c1"># We stop if we don&#39;t find any configuration anymore</span>
+                    <span class="n">logger</span><span class="o">.</span><span class="n">warning</span><span class="p">(</span>
+                        <span class="s2">&quot;If you assume your configspace was not yet exhausted, try to &quot;</span>
+                        <span class="s2">&quot;increase the number of retries in the config selector.&quot;</span>
+                    <span class="p">)</span>
                     <span class="k">return</span>
             <span class="k">else</span><span class="p">:</span>
                 <span class="n">logger</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span><span class="s2">&quot;Start finding a new challenger in the queue:&quot;</span><span class="p">)</span>
@@ -1436,7 +1440,7 @@ <h1>Source code for smac.intensifier.intensifier</h1><div class="highlight"><pre
     <div class="footer-item">
       <p class="sphinx-version">
 Created using <a href="http://sphinx-doc.org/">Sphinx</a>
-7.4.7. Template is modified version of <a
+8.0.2. Template is modified version of <a
 href="https://pydata-sphinx-theme.readthedocs.io">PyData Sphinx Theme</a>. <br>
 </p>
     </div>