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Change default hyper parameter optimization example to 12 seconds

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allegroai 2020-08-08 12:43:43 +03:00
parent 48ef50d41d
commit 42148345b4
1 changed files with 2 additions and 2 deletions
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examples/optimization/hyper-parameter-optimization/hyper_parameter_optimizer.py
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@ -87,9 +87,9 @@ an_optimizer = HyperParameterOptimizer(
# Optional: Limit the execution time of a single experiment, in minutes. # Optional: Limit the execution time of a single experiment, in minutes.
# (this is optional, and if using OptimizerBOHB, it is ignored) # (this is optional, and if using OptimizerBOHB, it is ignored)
time_limit_per_job=10., time_limit_per_job=10.,
# Check the experiments every 6 seconds is way too often, we should probably set it to 5 min, # Check the experiments every 12 seconds is way too often, we should probably set it to 5 min,
# assuming a single experiment is usually hours... # assuming a single experiment is usually hours...
pool_period_min=0.1, pool_period_min=0.2,
# set the maximum number of jobs to launch for the optimization, default (None) unlimited # set the maximum number of jobs to launch for the optimization, default (None) unlimited
# If OptimizerBOHB is used, it defined the maximum budget in terms of full jobs # 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 # basically the cumulative number of iterations will not exceed total_max_jobs * max_iteration_per_job