accelerate
https://github.com/huggingface/accelerate
Python
🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision
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- Issues
- DeepSpeedEngineWrapper.backward() does a bit too much
- Plan to support FSDP2?
- Dataloader WeightedRandomSampler + Distributed Training
- gather objects in TPU is not supported
- handle weight sharing with init_on_device
- [Feature Request] Allows registering custom trackers to internal tracker type registry
- [DO NOT MERGE] add all level buffer support when computing infer_auto_device_map
- `torch.compile` not working with `device_map` and multiple GPUs
- [feature request] making the use of the `accelerate` launcher optional
- SpanMarker support to the estimator tool
- Docs
- Python not yet supported