ignite
https://github.com/pytorch/ignite
Python
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
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- Issues
- PyTorch Profiler [WIP]
- Add CI for Siamese Network Example
- Add knob (IGNITE_DISABLE_DISTRIBUTED_METRICS=1) to disable distributed metrics reduction
- Addition of more tutorial notebooks on topics like Siamese Networks and Super Resolution techniques
- Added debug mode for Engine
- Support for TorchSnapshot for efficient checkpoint saving and loading
- Sync trainer state with evaluators
- Update horovod to take all_reduce with group
- Improvements for resuming from terminated engine
- Upgrading to 0.4.9 stuck multi-gpu training
- Docs
- Python not yet supported