Multi-Device, Multi-Use-Case Optimization with Jeff Gehlhaar - #587
Analysis
This podcast episode from Practical AI features Jeff Gehlhaar, VP of Technology at Qualcomm Technologies. The discussion centers on the practical challenges of deploying neural networks, particularly on-device quantization. The conversation also covers the collaboration between product and research teams, the tools within Qualcomm's AI Stack, and interesting automotive applications like automated driver assistance. The episode promises insights into real-world AI implementation and future advancements in the field, making it relevant for those interested in AI deployment and automotive technology.
Key Takeaways
“We discuss the challenges of real-world neural network deployment and doing quantization on-device, as well as a look at the tools that power their AI Stack.”