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] Autotuner is not launching experiments with correct hostfile setting
- [BUG] Zero3 Checkpointing doesn't include HF T5's token embeddings
- [REQUEST] cpu offload needs a max cpu memory config + pointers to cgroups/cpu oom handlers
- [REQUEST] removing the requirement for all layers to always execute in sync
- Configure fused fp16 mode
- Loading fp16 model checkpoints with MoE layers
- [Question] How to check if DeepSpeed is initialized
- [QUESTION] How to do inference during deepspeed training
- How to calculate Transformer/Bert layer's activation memory?
- [BUG] RuntinmeError, exceeds dimension size (1)
- Docs
- Python not yet supported