SPORES: Sum-Product Optimization via Relational Equality Saturation for Large Scale Linear Algebra

19 Feb 2020 Yisu Remy Wang Shana Hutchison Jonathan Leang Bill Howe Dan Suciu

Machine learning algorithms are commonly specified in linear algebra (LA). LA expressions can be rewritten into more efficient forms, by taking advantage of input properties such as sparsity, as well as program properties such as common subexpressions and fusible operators... (read more)

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  • DATABASES
  • PROGRAMMING LANGUAGES