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
- Fallback for unsupported Hybrid Engine policies
- Route ZeRO/SuperOffload pin sites through accelerator pin_memory
- Fix Triton NFS detection crash when df wraps long device names
- Define affine IR for checkpointing
- [BUG]DeepSpeed latest version fails during NCCL process-group initialization with CUDA error 600, while 0.17.2 works
- IndexError in is_nfs_path() when df wraps a long device name (breaks `import deepspeed`)
- Fix shared loss gradient accumulation
- Drop the documented grad_hooks ZeRO option, which does not exist
- [AutoTP] Replace tp_shard process-wide globals with per-model AutoTPMeta
- Filter --include against the real slots, not against itself
- Docs
- Python not yet supported