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Define training and validation metrics #526

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dcfidalgo opened this issue Feb 22, 2021 · 0 comments · Fixed by #531
Closed

Define training and validation metrics #526

dcfidalgo opened this issue Feb 22, 2021 · 0 comments · Fixed by #531

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@dcfidalgo
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At the moment we have only one set of metrics defined in the head. This is problematic if we want to calculate the validation metrics during a training epoch (for example to allow early stopping within an epoch).

Idea: Provide some method that automatically duplicates the metrics, and call the corresponding metric in the training/validation_step.

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