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 about fp16 dynamic loss scale overflow in DeepSpeed
- [BUG]DeepSpeed Comm. Backend not compatible with outside torch.distributed module
- [BUG] Recommended way to implement EMA
- Reshape ZeroStage=0 FP16 Checkpoint
- DeepSpeed initialization with GNN-like model
- Is it possible to not print the deepspeed configuration? It is too long.
- [BUG] zero_to_fp32 ordering files incorrectly for combining shards
- [REQUEST] can we optimize the logic for checkpoint saving
- [REQUEST] GAN: Different learning rates and schedulers in one config for multiple .initialize() calls possible?
- [BUG] load_checkpoint should load directly to gpu
- Docs
- Python not yet supported