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
- Feature request: Slurm env detection
- [Feature Request] support to pass custom slice function in accelerate data loader (useful for models like Flamingo)
- Title: Support for non-tensor based datasets in Accelerate
- IterableDataset with batch samples of different size
- Feature Request: Context manager for downcasting on TPUs
- Need to do distributed training using 2 separate machines
- Be able to use `notebook_launcher` with TPUs on cloud TPU instances
- Different accelerate lauch behavior via ssh command
- [feature request] implement `set_verbosity`
- webdataset compatibility / example
- Docs
- Python not yet supported