ClearML/clearml
1
0
Fork 0
mirror of https://github.com/clearml/clearml synced 2025-06-26 18:16:07 +00:00
Code Issues Actions Packages Projects Releases Wiki Activity

Add Optimizer min_iteration_per_job for all SearchStrategies

Browse Source
This commit is contained in:
allegroai
2020-08-08 12:39:56 +03:00
parent ef83a648eb
commit 35fa4f010a
4 changed files with 23 additions and 10 deletions
Download Patch File Download Diff File Expand all files Collapse all files

4
examples/optimization/hyper-parameter-optimization/hyper_parameter_optimizer.py
View File

@@ -94,8 +94,8 @@ an_optimizer = HyperParameterOptimizer(
# If OptimizerBOHB is used, it defined the maximum budget in terms of full jobs
# basically the cumulative number of iterations will not exceed total_max_jobs * max_iteration_per_job
total_max_jobs=10,
# This is only applicable for OptimizerBOHB and ignore by the rest
# set the minimum number of iterations for an experiment, before early stopping
# set the minimum number of iterations for an experiment, before early stopping.
# Does not apply for simple strategies such as RandomSearch or GridSearch
min_iteration_per_job=10,
# Set the maximum number of iterations for an experiment to execute
# (This is optional, unless using OptimizerBOHB where this is a must)