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] Gradient Accumulation Steps Initialization Bug in Pipeline Parallel Mode
- [BUG] Mis-typed free_blocks
- [BUG] Fail to Resume From Checkpoint with Different GPU Number(Huggingface Trainer + Deepspeed)
- [QUESTION/HELP] about ignore_unused_parameters hang
- [BUG] inference generate raises ValueError
- [BUG] in `runtime/zero/partitioned_param_coordinator.py` -- Parameter not in `self.__inflight_param_registry` but has ds_status = `ZeroParamStatus.INFLIGHT`
- Update names of CPU Adam/Adagrad/Lion params to better match torch/GPU ops.
- [BUG] CompiledModuleWrapper causing issues with checkpoints and pipeline module
- [BUG]pipeline/zero1 don't support layers less than 3 in first stage
- [BUG]binascii.Error: Incorrect padding
- Docs
- Python not yet supported