Batch Optimization did not work as intended on HyperMapper-V3
The run_configurations_with_black_box sends configurations to the black box function sequentially.
best_configuration is sent to the get_mean_and_std function without any preprocessing, and ends up throwing an error when performing batch optimization.
Note: This fix does need some additional work. PyTorch throws warnings about non-standardized data, but I was unfortunately not able to figure our the source for the warnings.
Batch Optimization did not work as intended on HyperMapper-V3
run_configurations_with_black_boxsends configurations to the black box function sequentially.best_configurationis sent to theget_mean_and_stdfunction without any preprocessing, and ends up throwing an error when performing batch optimization.Note: This fix does need some additional work. PyTorch throws warnings about non-standardized data, but I was unfortunately not able to figure our the source for the warnings.