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Implements option to pass one or more extra validation datasets
This MR:
- Implements option to pass one or more extra validation datasets that do not affect checkpointing (closes #16 (closed))
- Deprecates
SmoothedValue
, and makes loss logging a bit more explicit - Updates tests and analysis to accomodate changes
Edited by André Anjos
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requested review from @mdelitroz
@mdelitroz: This branch (
issue-16
) contains a potential fix for the issue we discussed. It implements a way to provide an extra set of validation datasets that are monitored during training, but do not affect check-pointing. You must provide a list of datasets with the key__extra_valid__
to trigger this.Please test this feature with your own problem before I can merge it, so I'm sure it works for your use-case.
added 1 commit
- c6bc5c75 - [script.train_analysis] Minor aesthetical fixes to the extra-validation experience
added 1 commit
- e49935e0 - [script.train_analysis] changed color of lowest val_loss dot on plot, added...
mentioned in commit 4b38bf7e
@mdelitroz: this was just merged now. Please update your checkout to point to the
master
branch.
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