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
- Ability to log a file, not neccesarily tied to a 'step'
- Batch Size Finder: Allow datamodule to decide fate when OOM thrown with new hook
- `RichProgressBar` in v1.6 is slower than v1.5
- An explicit `trainer`'s method to trigger `callback`'s hook.
- Azure OpenMPI Environment
- Learning Rate finder too strong loss smoothing
- Share/collect non-tensor objects between processes.
- Hook to transform the model before loading the weights
- Load a checkpoint after warmup
- Provide a backend agnostic Join for LightningLite
- Docs
- Python not yet supported