Adrien Couque

Engineer @Google

Talk Title

Office Hour: Machine Learning

Room

Office Hours

Date

27.04.2023

Time

15:50 > 20 min

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Come discuss Machine Learning and more with: Adrien Couque, Engineer @Google

Talk Title

How to use hardware acceleration for Machine Learning inference on Android

Room

Salle Blin

Date

27.04.2023

Time

15:15 > 20 min

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The rising processing power of Android devices unlocks on-device machine learning capabilities unthinkable a few years ago.

To enable machine learning real-time experiences (augmented reality filters, live speech transcription, etc…) you need to accelerate ML processes. TensorFlow Lite on Android can leverage specialized hardware available on the device (GPU, DSP, NPU, etc…).

In this session we will explain how to use Acceleration delegates and new TensorFlow Lite Android APIs to enable ML hardware acceleration.

#tflite #ML #AI #gpu #performance

Speaker Bio

Working on Android ML at Google, including TFLite for Play Services 

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