week2.md

May 27, 2021 ยท View on GitHub

Week 2: Basics of Running Neural Networks at the Edge (6th March, 2021. 9am SGT)

  • Edge Performance Metrics
    • Latency
    • Throughput
    • Size
    • FLOPs
    • Other Metrics
  • Measuring performance metrics
  • Which metrics to optimize your network for?
  • Homework: Read a paper that compares performance of different networks, hardwares, frameworks

Youtube Recording

Slides are here

Contents

  1. 1Week 2: Basics of Running Neural Networks at the Edge (6th March, 2021. 9am SGT)
  2. 1.1Youtube Recording
  3. 1.2Slides are here