Document example with less expensive parameters (#580)

* Document example with less expensive parameters The documentation for RMTC uses `num_elements=20`. In Issue #574, it is shown that the training time is exponential in `num_elements`. Hence using copy-paste from the example can blow up the compute time. Reduce `num_elements` in the example so that users are less likely to hit this exponential behavior. * Change the example Python source accordingly --------- Co-authored-by: relf <[email protected]>
SMTorg · May 29, 2024 · 1dc72e8 · 1dc72e8
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diff --git a/doc/_src_docs/surrogate_models/rmts.rst b/doc/_src_docs/surrogate_models/rmts.rst
diff --git a/smt/surrogate_models/tests/test_surrogate_model_examples.py b/smt/surrogate_models/tests/test_surrogate_model_examples.py
@@ -131,7 +131,7 @@ def test_rmtc(self):
 
         sm = RMTC(
             xlimits=xlimits,
-            num_elements=20,
+            num_elements=6,
             energy_weight=1e-15,
             regularization_weight=0.0,
         )