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authorRoman Grundkiewicz <rogrundk@microsoft.com>2021-04-26 14:51:43 +0300
committerRoman Grundkiewicz <rogrundk@microsoft.com>2021-04-26 14:51:43 +0300
commit49e379bba5c77c1b80927b7f0db5603e171a1903 (patch)
tree7cd89540ba86333eff3d4f07a3ab0b8ef3db324f /CHANGELOG.md
parent3e51ff387232f1096e9560980f0115ac734224f5 (diff)
Merged PR 18612: Early stopping on first, all, or any validation metrics
Adds `--early-stopping-on first|all|any` allowing to decide if early stopping should take into account only first, all, or any validation metrics. Feature request: https://github.com/marian-nmt/marian-dev/issues/850 Regression tests: https://github.com/marian-nmt/marian-regression-tests/pull/79
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@@ -9,6 +9,7 @@ and this project adheres to [Semantic Versioning](http://semver.org/spec/v2.0.0.
## [Unreleased]
### Added
+- Early stopping based on first, all, or any validation metrics via `--early-stopping-on`
- Support for RMSNorm as drop-in replace for LayerNorm from `Biao Zhang; Rico Sennrich (2019). Root Mean Square Layer Normalization`. Enabled in Transformer model via `--transformer-postprocess dar` instead of `dan`.
- Extend suppression of unwanted output symbols, specifically "\n" from default vocabulary if generated by SentencePiece with byte-fallback. Deactivates with --allow-special
- Allow for fine-grained CPU intrinsics overrides when BUILD_ARCH != native e.g. -DBUILD_ARCH=x86-64 -DCOMPILE_AVX512=off