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] ZERO++ | AssertionError: ZeRO parameter intra parallel group is already initialized
- BF16 training benchmarks.
- [TASK] Seperate AutoTP workflow
- [BUG] [ERROR] [launch.py:321:sigkill_handler [xxx] exits with return code = -9
- [BUG] DeepSpeed ZeRO++ features aren't working
- [BUG] DeepSpeedZeroOptimizer_Stage3: It cannot reduce the gradients remained in the bucket timely
- [BUG] ValueError: Expected a cuda device, but got: cpu
- [BUG] Deepspeed MultiGpu inference not working with `Llama-2-13b-hf`
- [BUG] `reduce_bucket_size` isn't validated against the model size
- Hooks to add sharding and parallelism for custom layers (Not Conv1D or Linear)
- Docs
- Python not yet supported