ARC Processor Summit Proceedings

Accelerating AI/Neural Network Performance While Reducing Power in Android Devices

With Android 8.1, Google has added the Neural Network API to the Android mobile operating system. This API is designed to ease offloading neural network workloads to accelerators such as the GPUs, DSPs and other optimized processors such as the Synopsys EV6x embedded vision processor. In this presentation, we will show how the Android Neural Network API, TensorFlow Lite and the EV6x processor work together to increase neural network performance while reducing power consumption. Power and performance comparisons between running on an application processor versus the benefits of offloading computations to the EV6x processor will be discussed.
Mischa Jonker, Software Engineer, Synopsys

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