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
- fix: remove dead gradient norm fallback
- Forward the inputs DSUNet._forward accepts to the UNet
- Use the val argument in mask_nan_or_inf_with_val_inplace
- Size the interpolate flops from the whole output tensor
- [BUG] Curriculum data sampler checkpoints the global numpy RNG, not its own, so resume replays the sampling stream
- Fix ZeRO checkpoint DP merge on scalar optimizer state
- Fix Comet samples_log_interval docstring typo
- Fix-FP16-ZeRO-Stage-0-loss-Scaling-In-engine.backward()
- Synchronize ZeRO-3 rollout early stopping
- Log ZeRO and parallelism settings to monitor backends
- Docs
- Python not yet supported