TensorFlow Eager - A multi-stage, Python-embedded DSL for machine learning

Akshay Agrawal
Akshay Agrawal
Akshay Naresh Modi
Akshay Naresh Modi
Alexandre Passos
Alexandre Passos
Allen Lavoie
Allen Lavoie
Asim Shankar
Asim Shankar
Igor Ganichev
Igor Ganichev
Josh Levenberg
Josh Levenberg
Mingsheng Hong
Mingsheng Hong

MLSys, 2019.

Cited by: 0|Bibtex|Views81
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Other Links: dblp.uni-trier.de|arxiv.org

Abstract:

TensorFlow Eager is a multi-stage, Python-embedded domain-specific language for hardware-accelerated machine learning, suitable for both interactive research and production. TensorFlow, which TensorFlow Eager extends, requires users to represent computations as dataflow graphs; this permits compiler optimizations and simplifies deployme...More

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