[CodeCamp2023-471] Support for automatic selection of a batch size that maximizes the utilization of GPU memory. #1354
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Motivation
Modifying the auto batch size to prevent OOM errors. See more details in #1220
Modification
To facilitate the automatic selection of batch sizes in the Runner, include the auto_batchsize parameter. The Runner will examine the batch size and execute the process using the appropriate value.
To implement this feature, introduce a '_check_batchsize' method within the runner.train() function. This method will constantly monitor the execution for OOM errors. Whenever an OOM error is encountered, the batch size will be divided by 2.
Checklist