Iteration step based early stop checks instead of time interval based

logicalclocks / maggy

Distribution transparent Machine Learning experiments on Apache Spark

https://maggy.ai

Apache License 2.0

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Iteration step based early stop checks instead of time interval based #57

Closed moritzmeister closed 4 years ago

moritzmeister commented 4 years ago

Every time a new metric/heartbeat with a new unique step number arrives, a early stop check is performed for this trial.

es_interval argument in lagom changes from time in seconds to be number of steps, in order to change how often a trial is checked for early stopping. Default is 1.

moritzmeister commented 4 years ago

@ssheikholeslami can you review this, or approve