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google-research / tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.
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Conversion to flowchart #19

Closed alexkarargyris closed 5 months ago

alexkarargyris commented 1 year ago

From a best practices perspective and for better integration with other tools it would be great to see this document convert to a flowchart, if possible.

varungodbole commented 1 year ago

Thanks for the feedback! We actually considered making a flowchart for this. But it was difficult because the procedure involves nested loops. I'm personally not sure that I can make a flowchart that is both easy to read and sufficiently complete.

If you feel comfortable taking a stab at it, perhaps we can discuss it offline? But I want to be mindful of your time, since we're trying to be very thoughtful about what we merge with the main brain of this repo.