Add Evaluate Usage for Keras and Tensorflow #370
Conversation
Created a markdown file to show how to use Evaluate when training and evaluate a model using Keras and Tensorflow.
Second commit for adding issue number.
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Hi @arjunpatel7, thanks for adding this. It looks great, I just left a few minor comments. Also If you merge main into your branch the unittests should pass again.
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Sounds great, will do. Thanks so much @lvwerra! |
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BTW If you don't know you can commit all the suggestions directly on GitHub: just go to files changed and select |
Fixes included some rephrasing, changing to use keras logs instead of print, and focusing on evaluating on the test set. Co-authored-by: Leandro von Werra <[email protected]>
Typo from last commit accidently broke a code box.
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Hi @lvwerra, I checked and it looks like I am up to date with main, yet the tests are still failing. It looks like there are conflicts that may be causing an issue? Anything I should do to fix this? Sorry in advance! |
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@arjunpatel7 Did you try merging from the upstream branch? Add the upstream branch and check: git remote add upstream [email protected]:huggingface/evaluate.git
git remote -vThen just simply merge with the upstream branch: git fetch upstream
get merge upstream/main |
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Thanks @awinml! Looks like I was able to resolve the merge conflict here, but I wasn't able to pass all the tests. After doing that, I pulled my changes locally, and followed your steps. It looks like I'm still up to date. Maybe something else is going on? |
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Yes, the Windows tests are a bit flaky lately. I run the pipeline again but since it's only documentation changes this should be fine. Thanks for updating the PR! |
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| ```python | ||
| print("Test accuracy is : ", acc.compute(predictions = test_preds, references = test_labels)) |
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Would you mind adding the output of the print (replace the number with the real one) after the code (e.g. as a comment)?
# Test accuracy is : 0.9999...
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Could you also add a reference to the section in |
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Yep, will add both of those when I have time next, probably Monday :). Thanks! |
Fixed incorrect ref addition to toctree, and added a comment describing the acc score of the example in the keras documentation.
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@lvwerra, both changes should be added now! |
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The documentation is not available anymore as the PR was closed or merged. |
Changes Made
This PR adds an example of using Evaluate with Keras and Tensorflow, specifically inside a callback while training and afterwards while evaluating model performance.
Issue
Deals with issue #326
Comments
I followed example from @awinml's PR and added a separate keras_integrations.md doc. I noticed a typo in the contribution docs located under docs. The build docs command uses the transformers library instead of the evaluate one, heads up!