Closed rszeto closed 4 years ago
This addresses issue #30, where GRASTAAutoPricePipeline scores are different across hosts. The fix involves two changes:
constant_step
calculate_mla_step()
Now GRASTAAutoPricePipeline gives a score of about 7197392 across hosts. Also, GRASTAAutoMPGPipeline behaves the same as before.
@kgilman Can you check the changes to calculate_mla_step() and confirm that this is acceptable?
This addresses issue #30, where GRASTAAutoPricePipeline scores are different across hosts. The fix involves two changes:
constant_stepis provided as a hyperparameter in the pipelinecalculate_mla_step(), MAX_ITER is always computed dynamically regardless of whetherconstant_stepis provided as a hyperparameter.Now GRASTAAutoPricePipeline gives a score of about 7197392 across hosts. Also, GRASTAAutoMPGPipeline behaves the same as before.
@kgilman Can you check the changes to
calculate_mla_step()and confirm that this is acceptable?