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
- CUDA Graphs + ZeRO-3 / TP+PP
- [BUG] Expert gradient scaling problem with ZeRO optimizer
- Enabled configurable auto Tensor Parallelism (TP) for the inference of diverse models
- Fix expert grad scaling problem with ZeRO optimizer
- reduce setting global variables to reduce torch compile graph breaks
- Runtime Error Building Fused_Adam.
- RecursionError: maximum recursion depth exceeded while calling a Python object
- Fix device selection using CUDA_VISIBLE_DEVICES
- [XPU] Support DeepNVMe new code structure
- [REQUEST] dynamic batch size with gradient accumulate
- Docs
- Python not yet supported