http://www.LLVM.org/devmtg/2017-03/
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XLA: Accelerated Linear Algebra - David Majnemer, Google Inc.
Slides:
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We'll introduce XLA, a domain-specific optimizing compiler and runtime for linear algebra. XLA compiles a graph of linear algebra operations to LLVM IR and then uses LLVM to compile IR to CPU or GPU executables. We integrated XLA to TensorFlow, and XLA sped up a variety of internal and open-source TensorFlow benchmarks by up to 4.7x with a geometric mean of 1.4x.
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Videos Filmed & Edited by Bash Films: http://www.BashFilms.com
