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]Spend lots of time on loading model with zero_optimization stage=3
- [BUG] AssertionError: Distributed backend is not initialized.
- Is GPU throughput reasonable?
- Question: Pipeline Parallel With large Language Model that does not fit with single gpu
- Activation Checkpointing conflicts with Weight Sharing
- [REQUEST] When training a FP16 model, the ability to set some of the layers to FP32
- [Bug] - summing over DP instead of MP
- Question about fp16 dynamic loss scale overflow in DeepSpeed
- [BUG]DeepSpeed Comm. Backend not compatible with outside torch.distributed module
- [BUG] Recommended way to implement EMA
- Docs
- Python not yet supported