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When I was training with my own data, the bottleneck of the whole training was apparently the validation process since it's using batch size = 1. In one epoch of my training, it cost only 20% of time for training and back-prop but cost 80% for validation. Why can't the batch size for validation be greater than 1? Is there any issue or problems to be solved in order to have this feature?
The text was updated successfully, but these errors were encountered:
Hi, thanks for the great work!
When I was training with my own data, the bottleneck of the whole training was apparently the validation process since it's using batch size = 1. In one epoch of my training, it cost only 20% of time for training and back-prop but cost 80% for validation. Why can't the batch size for validation be greater than 1? Is there any issue or problems to be solved in order to have this feature?
The text was updated successfully, but these errors were encountered: