Mux up callback #1241
Mux up callback #1241
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Hello @Dokholyan! Thanks for updating this PR. We checked the lines you've touched for PEP 8 issues, and found: There are currently no PEP 8 issues detected in this Pull Request. Cheers! 🍻 Comment last updated at 2021-07-12 15:36:51 UTC |
catalyst/utils/mixup.py
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| augmented batch | ||
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| """ | ||
| assert isinstance(keys, list), f"keys must be list[str], get: {type(keys)}" |
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I'd appreciate it if we could check not for lists only, but for other iterables too, for example, tuples
catalyst/utils/mixup.py
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| """ | ||
| assert isinstance(keys, list), f"keys must be list[str], get: {type(keys)}" | ||
| assert alpha >= 0, "alpha must be>=0" | ||
| assert mode in ["add", "replace"], f"mode must be in 'add', 'replace', get: {mode}" |
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I'd appreciate it if we could use tuple or set here instead of a list
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| .. note:: | ||
| With running this callback, many metrics (for example, accuracy) become undefined, so |
catalyst/callbacks/mixup.py
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| """ | ||
| assert isinstance(keys, (str, list)), f"keys must be str of list[str], get: {type(keys)}" | ||
| assert alpha >= 0, "alpha must be>=0" | ||
| assert mode in ["add", "replace"], f"mode must be in 'add', 'replace', get: {mode}" |
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I'd appreciate it if we could use tuple or set here instead of a list
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btw, is it possible to merge this callback with https://github.com/catalyst-team/catalyst/blob/master/catalyst/callbacks/batch_transform.py#L17 ? |
Co-authored-by: Yauheni Kachan <[email protected]>
Co-authored-by: Yauheni Kachan <[email protected]>
Co-authored-by: Yauheni Kachan <[email protected]>
Co-authored-by: Yauheni Kachan <[email protected]>
…into MuxUPCallback
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@Scitator about BatchTransformCallback, I thought about it, but I don't know how to introduce а on_train_only mode |
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btw, @Dokholyan could you please add your update to the Changelog.md?
Before submitting (checklist)
catalyst-make-codestyle && catalyst-check-codestyle(pip install -U catalyst-codestyle).make check-docs?pytest .?latestandminimalrequirements?Description
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