What is recorded here?
Standardizes datasets/problems, models and training/evaluation/decoding workflows on TensorFlow, including the reference Transformer implementation and heterogeneous hardware support.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
This software contribution does not re-count the already formal Transformer architecture or its translation result as a new algorithm. Hardware/task support is bounded by the2018source, not every later repository capability. Kaiser/Sepassi markers denote corresponding authors.
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People and systems
Ashish Vaswani; Samy Bengio; Eugene Brevdo; Francois Chollet; Aidan N. Gomez; Stephan Gouws; Llion Jones; Łukasz Kaiser; Nal Kalchbrenner; Niki Parmar; Ryan Sepassi; Noam Shazeer; Jakob Uszkoreit
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
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English catalogue narrative
Tensor2Tensor standardized models, problems and training
Standardizes datasets/problems, models and training/evaluation/decoding workflows on TensorFlow, including the reference Transformer implementation and heterogeneous hardware support.
Scientific scope
This software contribution does not re-count the already formal Transformer architecture or its translation result as a new algorithm. Hardware/task support is bounded by the2018source, not every later repository capability. Kaiser/Sepassi markers denote corresponding authors.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Ashish Vaswani; Samy Bengio; Eugene Brevdo; Francois Chollet; Aidan N. Gomez; Stephan Gouws; Llion Jones; Łukasz Kaiser; Nal Kalchbrenner; Niki Parmar; Ryan Sepassi; Noam Shazeer; Jakob Uszkoreit
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.