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Currently, we are using a Tree-Structured Parzen Estimator (TPE) to guide the search of the best parameters when optimizing the Resource Model and the Control-flow.
Consider the option of using grid search to generate a subset of cases from the search space, and parallelize their computation.
* The TPE cannot be parallelized, as each iteration parameters depends on the loss from the previous ones.
The text was updated successfully, but these errors were encountered:
Currently, we are using a Tree-Structured Parzen Estimator (TPE) to guide the search of the best parameters when optimizing the Resource Model and the Control-flow.
Consider the option of using grid search to generate a subset of cases from the search space, and parallelize their computation.
* The TPE cannot be parallelized, as each iteration parameters depends on the loss from the previous ones.
The text was updated successfully, but these errors were encountered: