Building a Language and Compiler for Machine Learning

Building a Language and Compiler for Machine Learning | Since we originally proposed the need for a first-class language, compiler and ecosystem for machine learning (ML), there have been plenty of interesting developments in the field. Not only have the tradeoffs in existing systems, such as TensorFlow and PyTo...

Building a Language and Compiler for Machine Learning Building a Language and Compiler for Machine Learning 3 December 2018 | Mike Innes, James Bradbury, Keno Fischer, Dhairya Gandhi, Neethu Mariya Joy, Tejan Karmali, Matt Kelley, Avik Pal, Marco Concetto Rudilosso, Elliot Saba, Viral Shah, Deniz Yuret Since we originally proposed the need for a first-class language, compiler and ecosystem for machine learning (ML), there have been plenty of interesting developments in the field. Not only have the tradeoffs in existing systems, such as TensorFlow and PyTorch, not been resolved, but the

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