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Integration with Keras Tuner

Open HoltSpalding opened this issue 4 years ago • 5 comments

Hi, I was wondering if this integrated with the tf Keras hyperparameter tuner and ,if so, are there any examples you could point me to? Thank you, great project.

HoltSpalding avatar Apr 02 '21 18:04 HoltSpalding

Hi @HoltSpalding ,

Currently integrations with keras, tf.keras are implemented. Aim doesn't have explicit integration with Keras Tuner yet. I will make sure to keep you updated on the progress and would love to help you in case of you are willing to contribute.

gorarakelyan avatar Apr 02 '21 18:04 gorarakelyan

Hi @HoltSpalding ,

Currently integrations with keras, tf.keras are implemented. Aim doesn't have explicit integration with Keras Tuner yet. I will make sure to keep you updated on the progress and would love to help you in case of you are willing to contribute.

Yes keep me in the loop. I notice the tuner integrates with Neptune and Tensorboard with this pypi package: https://pypi.org/project/kerastuner-tensorboard-logger/ which might worth looking at. I'm testing to see what happens now if I use an AimCallback while running the tuner.

HoltSpalding avatar Apr 02 '21 18:04 HoltSpalding

I will have a look. Thanks for the details 😊

gorarakelyan avatar Apr 03 '21 10:04 gorarakelyan

@gorarakelyan Please assign me this task as I am willing to take this up. TIA!

karan2801 avatar Jun 02 '22 18:06 karan2801

@HoltSpalding integration with keras-tuner has been shipped with Aim v3.13.0! Here are the docs: https://aimstack.readthedocs.io/en/latest/quick_start/integrations.html#integration-with-keras-tuner

gorarakelyan avatar Aug 26 '22 16:08 gorarakelyan

Closing this issue, as it is resolved. @HoltSpalding if it is not working as expected or there are more suggestions, please feel free to submit a new issue.

gorarakelyan avatar Sep 29 '22 09:09 gorarakelyan