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by nerdponx
1309 days ago
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Right, but experiments aren't always linear. Do you really want to make a new commit for every iteration of a hyperparameter search? What if you are using a black-box optimizer that supports parallel/concurrent updates? I don't want to use Git to track all that. I want to use Git to store the final results of running such an experiment in the same commit as the code that implemented it. I just don't like the DVC experiment workflow, but I am more than happy to use DVC for storing the fitted model(s) at the end of the run. |
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