pytorch-lightning
https://github.com/pytorchlightning/pytorch-lightning
Python
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
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- Issues
- Add debugging utilitity methods for DDP
- Use `FutureWarning` instead of `DeprecationWarning` for deprecation warning
- Tagging discussion with release number
- Integrate TorchTensorRt in order to increase speed during inference
- Predict on TPU using all cores
- ModelCheckpoint with custom directory path not working on TPU
- Avoid network access during ordinary tests
- DDP with Hydra multirun doesn't work when dirpath in checkpoint callback is specified
- Logging a TorchMetric resets it, produces very subtle and unexpected behaviour
- Adopt PEP 563, PEP 585, and PEP 604
- Docs
- Python not yet supported