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
- trainer.validate() will not load optimizer properly, different behavior from trainer.fit()
- Allow dynamic setup in `setup()`
- AWS Neuron support
- Training process freezes on step 2 when training with manual optimization.
- Automatic logger removal if the training failed (error happening on the sanity check)
- Using overfit_batches does not work with BatchSampler as Sampler
- `save_hyperparameters` does not save the selected` learning_rate` when `auto_lr_find` is used
- Introduce training and eval modes for the strategy
- Use SIGTERM instead of SIGKILL on DDP Errors
- Loss balancer
- Docs
- Python not yet supported