deepspeed
https://github.com/microsoft/deepspeed
Python
DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.
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- Issues
- Exception with optimization_stage_3, now in backward
- Out of memory error in the middle of training
- [doc] configuring `offload_*` param sections
- [doc] profiling NVMe and configuring `aio` param section
- torch.cdist does not work
- How to Disable nn Linear patching for a particular module?
- BF16 Support
- Pipeline Parallel Engine expects outputs of length 2
- Transformer CUDA kernel backward tests fails with Pytorch 1.8+cu11
- F.cross_entropy returns infs sometimes due to it summing the losses.
- Docs
- Python not yet supported