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
- [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
- Dynamic/variable batch size support
- Sparse attention error: IndexError: index 0 is out of bounds for dimension 1 with size 0
- Why use detech() here?
- Converting DeepSpeedTransformerLayer to Hugging Face Transformers' BERTLayer
- Can Deepspeed-Sparse-Attention work with auto-regressive attention (left triangle attention)?
- ZeRO Stage 3: Calling submodules
- Docs
- Python not yet supported