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
- zero_to_fp32.py drops buffers
- Severe performance degradation with deepspeed > v.0.3.12
- Enhancement: Clean up zero_to_fp32.py
- Some Problems with ZeRO Optimizations for FP16 Training
- subprocess.CalledProcessError: Command '['/home/wushupei1997/anaconda3/envs/torch/bin/python', '-u','main2.py', '--local_rank=0', '--deepspeed_config', 'ds_config.json']' returned non-zero exit status1.
- how to use torch.save() to save my model
- [zero3] `register_external_parameter` to partition non ds-params
- restore `register_external_parameter` doc
- [request] more intutive api for GatheredParameters read_only vs. write
- [zero3] nn.utils.weight_norm gotchas
- Docs
- Python not yet supported