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 level 3 fails when using a nn.Parameter, because Deepspeed can only partition nn.Linear
- ImportError: dynamic module does not define module export function (PyInit_transformer_op)
- Exception with optimization_stage_3
- Segmentation Fault When Training
- not saving checkpoint by using multi-gpu
- Details about backward hooks in stage3, why detach outputs?
- zero stage 3 cpu offload consumes less cpu memory than zero stage 2 cpu offload ?
- Is it possible to disable mixed precision on a layer specific layer?
- ZeRO 3: IndexError: Dimension out of range (expected to be in range of [-1, 0], but got 1)
- reclaiming memory for inference
- Docs
- Python not yet supported