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
- Fix: filesystem edge case in `ModelCheckpoint`
- Refactor/wandb logger callback
- Resuming from checkpoint, mid epoch gives a very distorted time estimate
- Epoch Skipping During Training After Multiple Jobs Submitted On Same Slurm Node
- Improve error message when `LightningCLI(run=False)` but user passes a stage as argument
- DirectML backend implementation prototype
- Support multi-run with hydra + DDP
- TPU v3-8 deadlocks when using datasets larger than 2^15 on 8 devices
- Mixed CPU/GPU Fabric instances
- CUDA OOM with DeepSpeed ZeRO Stage 3 Offload
- Docs
- Python not yet supported