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
- why does ds have a clip_grad_norm that's an alias to torch.nn.utils.clip_grad_norm_?
- [deepspeed checkpointing] AttributeError: 'NoneType' object has no attribute 'numel'
- Question: sync multi-node distributed processes
- Problem when training CycleGAN
- What does partition_activations mean?
- using deepspeed initialize huggingface GPT2LMHeadModel, it occured RuntimeError: "Function 'LogSoftmaxBackward' returned nan values in its 0th output."
- Commenting out loss=None causes much higher GPU memory usage in bing_bert.
- PipelineModule inflated checkpoints when using FP16 param flattening
- Question about the definitions in block sparse attention
- NaN loss due to mixed precision?
- Docs
- Python not yet supported