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
- some questions about zero-1 stage the source code
- Zero stage 2 : contiguous_gradients and "Reduce"
- torch.cuda.synchronize() takes a lot of time for the 10B model training with Zero 2
- Inference of model-parallel model on a single GPU
- owner of deepspeedai.com
- 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?
- Docs
- Python not yet supported