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webnn: Use TFLite for CPU execution on Linux #46213

Merged
merged 1 commit into from
May 13, 2024

Commits on May 13, 2024

  1. webnn: Use TFLite for CPU execution on Linux

    This CL primarily does two things:
    1. Use TFLite backend (instead of XNNPACK) on Linux for "cpu" contexts
    2. Refactor the existing Virtual Test Suite on Linux to run "cpu"
       tests now that the "gpu" workaround is no longer needed to target
       the TFLite backend
    
    Note that - assuming TFLite-on-CPU behaves the same across platforms -
    this "cpu" Virtual Test Suite and the corresponding expectations will
    be re-used as other backends (or at least Windows) migrate "cpu"
    context execution to TFLite in follow-up CLs
    
    Before (on Linux):
      - using a "cpu" context targets the XNNPACK backend in the renderer
      - using a "gpu" context targets the TFLite backend in
        //services (which currently runs on CPU anyways)
    After (on Linux):
      - using either a "cpu" or "gpu" context targets the TFLite backend in
        //services
    
    This opens the door for TFLite to truly target the GPU if instructed,
    and gets us one step closer to removing the XNNPACK backend
    
    Bug: 325612086
    Change-Id: I421d97b7d91b604afbfb3c8aa71b55a5bc78bd6f
    Reviewed-on: https://chromium-review.googlesource.com/c/chromium/src/+/5532576
    Reviewed-by: David Baron <dbaron@chromium.org>
    Commit-Queue: Austin Sullivan <asully@chromium.org>
    Reviewed-by: ningxin hu <ningxin.hu@intel.com>
    Cr-Commit-Position: refs/heads/main@{#1300171}
    a-sully authored and chromium-wpt-export-bot committed May 13, 2024
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