~/talk

What's new in Android Machine Learning

Talkat Google I/O 2021 · 2021-05-18..05-20· [machine-learning]
slides:none on file

Android claims an updatable, integrated on‑device ML stack: TensorFlow Lite for Android ships preinstalled via Google Play Services so apps no longer bundle TF Lite, and automatic acceleration uses model metadata to pick CPU/GPU/other backends. Numbers: 730 million devices expose NNAPI and ML Kit hits >500 million monthly users. Android moves NNAPI out of the OS into Google Play Services for updateable NNAPI, Qualcomm is a launch partner, and an Early Access Program is at g.co/androidmleap.

AI-written summary · about

  1. 0:00Start
  2. 1:54Common challenges
  3. 2:34Announcing Android's updateable, fully integrated ML inference stack
  4. 5:07Optimising performance
  5. 6:57Neural Networks API ... like 2 extra CPU cores
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