Name: [HALIDE] A Halide Backend for TorchInductor - Jason Ansel, Meta
Start: 2024-09-18T16:00:00-0700
End: 2024-09-18T16:10:00-0700

September 18-19, 2024
San Francisco, California
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Note: The schedule is subject to change.

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IMPORTANT NOTE: Timing of sessions and room locations are subject to change.

Wednesday September 18, 2024 4:00pm - 4:10pm PDT

Festival Pavilion - Breakout Room B

This talk will focus on a new Halide backend for TorchInductor, which is in addition to the existing Triton and C++ backends. The Halide backend is meant to serve as a reference backend to make it easier to extend TorchInductor to support new backend compilers and hardware devices. Halide has been the inspiration (either in ideas or through forking) of numerous other compiler projects, so it is a good starting point for adding new backends that follow a Halide-like model.

Speakers

Jason Ansel

Research Scientist, Meta

Jason Ansel is a Research Scientist at Meta AI and a technical lead for PyTorch compilers. He started the TorchDynamo and TorchInductor projects, which bring flexible graph capture and a high performance compiler to PyTorch 2. He received a Ph.D. from MIT CSAIL in 2014 with research... Read More →

PT2 + Halide @ PTC 2024 pdf

Wednesday September 18, 2024 4:00pm - 4:10pm PDT
Festival Pavilion - Breakout Room B

DL Compiler Mini-Summit

Slides Attached Yes

PyTorch Conference 2024

Jason Ansel

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