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
- Integrating pytorch XLA when using multiple GPUs
- `num_training_batches` is `inf` in `configure_optimizers`
- `save_hyperparameters` does not save the selected` learning_rate` when `auto_lr_find` is used
- Stochastic weight averaging without the learning rate scheduler
- Using overfit_batches does not work with BatchSampler as Sampler
- Support AMD GPUs with the MPS backend
- `LearningRateMonitor` doesn't reflect `LearningRateFinder` changes
- ModelCheckpoint tries to find monitored key on non-zero ranks
- on_checkpoint_write_end callback
- `TQDMProgressBar` refresh forces TPU to recompile compute graph
- Docs
- Python not yet supported