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] CUDA error with INT 8 inference
- [BUG] bf16 w/ ZeRO Stage 0 assert
- [BUG] nn.Module.train() and eval() have NO effect on TransformerLayer's dropout
- [REQUEST] Some comments on using deepspeed to know about the distributed effect
- Modify unit test to cover more cases
- Initialization/warmstarting for RoBERTa pretraining
- Question: how to continue the training with more or fewer GPUs
- [BUG]
- [BUG] ZeRO-3 can't handle a new Parameter in forward
- [REQUEST] Support for CUDA Graphs
- Docs
- Python not yet supported