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
- How to use BackboneFinetuning callback?
- Tensor Disappear.
- Mixing the order of `--config` and `fit` in LightningCLI can cause confusion
- No module named 'flash.core' and mentionning packages versions
- Modules with `nn.Parameter` not Converted by Lightning Mixed Precision
- Allow overriding the initial batch/step index, for when resuming training.
- `dirpath` in `OnExceptionCheckpoint` should default to the same directory as `ModelCheckpoint`
- Address FSDP + manual optimization
- neptune.ai logger produces lots of errors when logging "training/epoch"
- `self.all_gather` used in `on_training_epoch_end` reports `RuntimeError`
- Docs
- Python not yet supported