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] Grad norm value differs significantly across DeepSpeed version
- [BUG] ZenFlow: loss values becomes NaN after 'update_interval' number of steps.
- Fix bf16 dtype mismatch in ZeRO-3 with zero_quantized_weights
- Enabling fp_quantizer extension unit tests on ROCm
- [BUG] DeepCompile in ZeRO-3 fails to do the forward pass
- [BUG] Installation doesn't work (Unable to import torch, pre-compiling ops will be disabled.)
- [BUG]RuntimeError: Distributed package doesn't have NCCL built in. Training on huawei NPU
- [BUG] Guard check fails after deep-compiling a model that calls tensor.expand()
- [BUG] Zero 3 checkpoints not saving model state when load_universal=True
- Installation instructions for ROCm absent
- Docs
- Python not yet supported