AllenCell / AllenCell/aics-ml-segmentation

refactor with pytorch-lightning

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#5 0 comments 0 reactions 2 assignees Claimed by @benjijamorris View on GitHub
enhancement
Dominant language
Python
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32
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11
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No merged PRs in 30d

Description

adopt pytorch lightning as the foundation for (1) easy multiple-GPU training/inference, (2) standard boilerplate, (3) more funality in pytorch lighnting making training more efficent (e.g., stochastic weight averaging, automatic learning rate finder, adaptive batch size, etc.)

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