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
- [BUG] LM converges much slower when gradient is accumulated in FP32.
- Loadams/cpu inf v0 docker
- Rename and update to torch 1.11
- move CPU_Accelerator --> Xeon_Accelerator
- How to offload/move model weights manually ?
- Add HIP device abstraction, update Triton skip logic
- [REQUEST] ZeRO - introduce replicas to keep GBS from getting too large on hundres of gpus
- [BUG] Unexpected GPU memory consumption when using transformers PEFT in Zero3
- Confusing memory usage estimations
- [BUG] Error: Preparing DeepSpeed ZeRO stage 2 optimizer HIP error on AMD MI200 GPUs
- Docs
- Python not yet supported