• Simplifying On-Device AI for Developers with Siddhika Nevrekar - #697

  • Aug 12 2024
  • Length: 47 mins
  • Podcast

Simplifying On-Device AI for Developers with Siddhika Nevrekar - #697

Listen for free

View show details

  • Summary

  • Today, we're joined by Siddhika Nevrekar, AI Hub head at Qualcomm Technologies, to discuss on-device AI and how to make it easier for developers to take advantage of device capabilities. We unpack the motivations for AI engineers to move model inference from the cloud to local devices, and explore the challenges associated with on-device AI. We dig into the role of hardware solutions, from powerful system-on-chips (SoC) to neural processors, the importance of collaboration between community runtimes like ONNX and TFLite and chip manufacturers, the unique challenges of IoT and autonomous vehicles, and the key metrics developers should focus on to ensure optimal on-device performance. Finally, Siddhika introduces Qualcomm's AI Hub, a platform developed to simplify the process of testing and optimizing AI models across different devices. The complete show notes for this episode can be found at https://twimlai.com/go/697.
    Show more Show less
activate_Holiday_promo_in_buybox_DT_T2
Show more Show less

What listeners say about Simplifying On-Device AI for Developers with Siddhika Nevrekar - #697

Average customer ratings

Reviews - Please select the tabs below to change the source of reviews.

Audible.com reviews

Amazon reviews
No Reviews are Available