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
- [REQUEST] add `initialize_inference` wrapper
- [BUG] Support for MoE model inference
- [REQUEST] make ZeRO inference config more intuitive wrt `train_*` configuration
- [BUG] multi-GPU Training Frozen After Some Validation Epochs In NGC Container.
- [REQUEST] Supports of backward propagation profiling
- [BUG] NotImplementedError: There were no tensor arguments to this function
- [BUG] TypeError when deepspeed.init_distributed()
- [REQUEST] provide utility function to consolidate the optimizer state
- [REQUEST] Data Setup Instructions for BERT Pre-Training
- [REQUEST] Code sample to use DeepSpeed inference without having to run deepspeed cmd line in production set
- Docs
- Python not yet supported