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
- Add HausdorffDistance and HausdorffDistance95 metrics (closes #683)
- feat(early_stopping): add get_default_score_fn and get_default_event_filter helpers (#3411)
- fix: use float64 accumulators in PearsonCorrelation to prevent catastrophic cancellation
- fix(metrics): use Welford's algorithm in PearsonCorrelation for numerical stability
- FSDP2 Support
- FSDP Support
- feat(metrics): add Character Error Rate (CER) metric
- feat(handlers): add GradientNormLogger for monitoring gradient norms
- Add GradientNormLogger handler for monitoring training stability
- Distributed may deadlock in `one_rank_first` when an exception occurs on the target rank
- Docs
- Python not yet supported