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
- Pipeline comparison with Megatron
- can 3D parallelism example of bert or gpt-2 be provided?
- [docs] critical API documentation is missing
- gradient_accumulation_steps integration
- Any documentation to use Deepspeed to schedule training on Azure compute cluster ?
- ZeRO stage 1 has different convergence compared to stage 0 and 2
- [notebook] running deepspeed w/o a launcher
- AssertionError: Caught AssertionError in replica 1 on device 1. AssertionError: timer has already been started
- Regarding train_batch_size
- [RuntimeError: Connection reset by peer] When scaling up training jobs
- Docs
- Python not yet supported