lightning
https://github.com/lightning-ai/lightning
Python
Deep learning framework to train, deploy, and ship AI products Lightning fast.
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- Issues
- why does lightning still not support Pipeline parallelism?
- AdvancedProfiler: manually calling `stop` causes crash
- Automatic gradient accumulation for batch size tuning
- If ModelCheckpoint and Validation occur on the same step, validation should run first, reopen
- Refactor LearningRateMonitor
- Logged monitor value for train_loss after early stopping does not match the stopping criteria
- Add MemoryFormat callback (channels last)
- Add a PL method diagram to docs
- CLI for inspecting checkpoints
- Remove Trainer reference from lightning module and datamodule
- Docs
- Python not yet supported