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Tuesday, March 28 • 16:55 - 17:35
XLA: Accelerated Linear Algebra

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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.

Speakers
DM

David Majnemer

Google Inc.


Tuesday March 28, 2017 16:55 - 17:35
E2 2 (Günter Hotz Hall)

Attendees (22)