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Added an info reminding user that if no time_budget and no max_iter is specified, then effectively zero-shot AutoML is used

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Jing Dong 2022-12-13 14:19:09 -08:00
parent 232c356a4b
commit f6aa8eed3f
1 changed files with 5 additions and 0 deletions
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flaml/automl/automl.py
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@ -2566,6 +2566,11 @@ class AutoML(BaseEstimator):
self._use_ray = use_ray or n_concurrent_trials > 1 self._use_ray = use_ray or n_concurrent_trials > 1
# use the following condition if we have an estimation of average_trial_time and average_trial_overhead # use the following condition if we have an estimation of average_trial_time and average_trial_overhead
# self._use_ray = use_ray or n_concurrent_trials > ( average_trail_time + average_trial_overhead) / (average_trial_time) # self._use_ray = use_ray or n_concurrent_trials > ( average_trail_time + average_trial_overhead) / (average_trial_time)
# If no time_budget and no max_iter is specified, then effectively zero-shot AutoML is used.
if time_budget is -1 and max_iter is None:
logger.info('Neither time_budegt nor max_iter is specified, zero-shot ML is used. ')
if self._use_ray is not False: if self._use_ray is not False:
import ray import ray