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
- [Question] Deploying Mixture of Expert Model with expert-only parallelism
- Why is Pipeline parallelism not compatible with ZeRO-2 and ZeRO-3?
- [BUG] moe model training on 2nodes would fail if using RDMA
- [BUG] `load_checkpoint` fails after deepspeed engine started training
- [BUG] Memory overhead issue with Zero2
- [zero-3] add support for new params added during fwd pass
- [QUESTION] How to do p2p send/recv a tensor with stride info in pipeline parallelism
- Optimizer state loading fix for bitsandbytes 8-bit optimizers.
- [GUIDE] NUMA Affinity Guide for small level of clusters
- [REQUEST] Activation Checkpoint Prefetch
- Docs
- Python not yet supported