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] Partitioned activation checkpointing does not reduce memory usage
- Zero cpu offloading is not working
- Update vae.py
- fix the bug of save bf16 optimizer state in the bf16+zero1+pp mode
- [BUG] ZeRO is unsupported in init_inference
- [BUG] Questions about PipelineEngine._reduce_output when output is list
- Adding assertion for mp_group in HE.
- Uses bf16 training, there is an abnormal loss[BUG]
- [BUG] Is it right that per_device_train_batch_size = per_device_mini_train_batch_size * gradient_accumulation_steps
- [REQUEST] Dict input and output of Pipeline Parallelism
- Docs
- Python not yet supported