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soumik12345 avatar soumik12345 commented on September 25, 2024 2

Hi @stellarpower, wandb.integration.keras.WandbCallback is deemed legacy and is not expected to work with Keras 3. We have an open PR #6917 for an official Keras 3 integration. I believe @ayulockin is working to add support for gradient logging in this PR.

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umakrishnaswamy avatar umakrishnaswamy commented on September 25, 2024

hey @stellarpower - I was able to reproduce this with the general Callback class as well. is this occurring when you try accessing WandbMetricsLogger ? I'll be sure to flag this behavior with our integrations team

Also, please note that WandbCallback is a legacy callback so we recommend using the three new callback we added in 0.13.4 (docs here 20)

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stellarpower avatar stellarpower commented on September 25, 2024

Hi, thakns.

I don't think so, as I don't think I hit this problem with the other callback; I use the legacy callback because I think there isn't a new one for logging gradients, and that's one of the main reasons for using W&B, as this isn't available in Tensorboard anymore. So I generally run my models with both.

I'll let you know if I see evidence ot hte contrary though.

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exalate-issue-sync avatar exalate-issue-sync commented on September 25, 2024

Vitoria Lima commented:
Hey @stellapower,

Do you still encounter this issue? If the previous suggestion from Uma has helped you let us know, I will go ahead and close this ticket for tracking purposes as we haven't received updates from you. But if you have any other question, please feel free to reach out here again.

Thank you,
Best,
Vitoria

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stellarpower avatar stellarpower commented on September 25, 2024

Hi Vitoria,

I haven't used W&B in a while, but as mentioned - I need to use the legacy callback to get gradients logging. Unless this functionality gets brought into the new callback, it remains an issue. I think I had some changes for Keras 3 support in this branch here:

https://github.com/stellarpower/wandbtree/stellarpower.Fix.NewOptimiserAPIForGradientMonitoring

Others may not be pushed yet.

Thanks

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exalate-issue-sync avatar exalate-issue-sync commented on September 25, 2024

Vitoria Lima commented:
thank you @soumik12345 for jumping in!

@stellarpower let us know if you have any other doubts!

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exalate-issue-sync avatar exalate-issue-sync commented on September 25, 2024

Vitoria Lima commented:
Hi Internal,

since we have not heard back from you we are going to close this request.

If you would like to re-open the conversation, please let us know!

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