Completed
Library Optimizations
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
CMSIS-NN & Optimizations for Edge AI
Automatically move to the next video in the Classroom when playback concludes
- 1 Introduction
- 2 Presentation
- 3 Optimizations
- 4 Cycle Measurements
- 5 Cycle Bound Analysis
- 6 Memory Bound Analysis
- 7 Library Optimizations
- 8 Fully Connected Operators
- 9 Loop unrolling
- 10 Checking compiler output
- 11 Cycle bound improvement
- 12 Simplifications
- 13 Summary
- 14 Hyperparameter Optimization
- 15 Question for Felix
- 16 TensorFlow Lite for microcontroller
- 17 Merging CMSISNN and optimized kernels
- 18 Reference kernels
- 19 Optimization
- 20 Person Detection
- 21 Hardware
- 22 Demo
- 23 Questions
