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Update the checkpoint filename to include the epoch value and validation loss value so we sample against a checkpoint with a lower (or not!) validation loss. From Karpathy's char-rnn implementation.

Update the checkpoint filename to include the epoch value and validation loss value so we sample against a checkpoint with a lower (or not!) validation loss.
@ChrisCummins
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Looks good. I think versioning checkpoints on more parameters is a sensible idea. Quick question - why do we need to store both the epoch value, and iteration number? Can epochs not be derived from iteration count?

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2 participants