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improve logging on Unet #2

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merged 3 commits into from
Mar 22, 2023
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kevinyamauchi
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@kevinyamauchi kevinyamauchi commented Mar 15, 2023

this PR adds some improved logging to the UNet by writing to the LightningModule logger the summary statistics of the validation step (both metric and loss).

@alisterburt
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not 100% how this improves logging but happy for you to merge if you're happy!

@kevinyamauchi
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@alisterburt, sorry for the vague description. Basically, I just added a step that logs the summary statistics of the validation loss and metric (i.e., mean over all batches). When we attach a tensorboard logger, these will be viewable as realtime plots there.

@alisterburt alisterburt merged commit b4ad306 into teamtomo:main Mar 22, 2023
@kevinyamauchi kevinyamauchi deleted the update-logging branch March 22, 2023 11:16
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2 participants