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
- [CPU offload hooks] hooks with overlapped transfers and computations
- accelerator.prepare
- [BUG] Accelerate 1.0.1 failed to train multiple zero-3 models
- [Community Contributions] examples on distributed inference using 🤗 Accelerate
- infer_auto_device_map inefficiently allocates GPU memory for models with imbalanced module sizes
- DeepSpeedEngineWrapper.backward() does a bit too much
- Plan to support FSDP2?
- Dataloader WeightedRandomSampler + Distributed Training
- gather objects in TPU is not supported
- [Feature Request] Allows registering custom trackers to internal tracker type registry
- Docs
- Python not yet supported