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] fp16 optimizers: printing log info on all ranks
- [BUG] ZeRO-1 hangs in optimizer step when used in Pipeline
- Multi Node Distributing - RuntimeError: Connection reset by peer
- [REQUEST] Model serving via deepspeed's inference module
- [QUESTION] About Pipeline Parallelism save_checkpoint
- [QUESTION] Skipping examples with NaN loss
- [BUG] loss discrepancy among ZeRO-0, 1, 2, 3, when gradient accumulate multiple steps
- [BUG] AttributeError: 'FusedAdam' object has no attribute 'set_grad_none'
- Issues with running inference on quantized model
- DGX-1 / V100-32GB-SMX2 - nvlink is not activated (0 activity)
- Docs
- Python not yet supported