Accelerating & Optimizing Machine Learning on Arm Cortex-A

There has been an explosion of interest around deploying deep learning enabled applications on embedded platforms, in everything from digital assistants to home entertainment systems. Arm NN bridges the gap between existing machine learning frameworks and the underlying hardware. It enables translation of existing frameworks, such as TensorFlow and Caffe, allowing them to run efficiently, without modification, across a variety of Arm Cortex CPUs and Arm Mali GPUs. In this workshop we will show developers how to get up and running with Arm NN on Linux and how to analyze application performance with Arm’s profiling tool, Streamline.

Bring your own laptop to participate in our hands-on workshop!

First 40 attendees will receive a HiKey 960 development board & free 60-day Streamline Performance Analyzer with Arm DS-5 Ultimate Edition.

Audience Level: Intermediate

  • Date:Wednesday, October 17
  • Time:3:30 PM - 5:10 PM
  • Location:Grand Ballroom 220C
  • Session Type:Conference Workshop
  • Room:Grand Ballroom 220C
  • Pass Type:All-Access Pass, Arm Mbed Connect Pass, Expo Floor Pass