Pete Warden — Practical Applications of TinyML

Pete Warden — Practical Applications of TinyML

Pete is the Technical Lead of the TensorFlow Micro team, which works on deep learning for mobile and embedded devices.

Lukas and Pete talk about hacking a Raspberry Pi to run AlexNet, the power and size constraints of embedded devices, and techniques to reduce model size. Pete also explains real world applications of TensorFlow Lite Micro and shares what it's been like to work on TensorFlow from the beginning.

The complete show notes (transcript and links) can be found here: http://wandb.me/gd-pete-warden

---

Connect with Pete:

📍 Twitter: https://twitter.com/petewarden

📍 Website: https://petewarden.com/

---

Timestamps:

0:00 Intro

1:23 Hacking a Raspberry Pi to run neural nets

13:50 Model and hardware architectures

18:56 Training a magic wand

21:47 Raspberry Pi vs Arduino

27:51 Reducing model size

33:29 Training on the edge

39:47 What it's like to work on TensorFlow

47:45 Improving datasets and model deployment

53:05 Outro

---

Subscribe and listen to our podcast today!

👉 Apple Podcasts: http://wandb.me/apple-podcasts​​

👉 Google Podcasts: http://wandb.me/google-podcasts​

👉 Spotify: http://wandb.me/spotify​

Jaksot(136)

AI in electronics: Quilter’s journey in PCB design

AI in electronics: Quilter’s journey in PCB design

In this episode of Gradient Dissent, Sergiy Nesterenko, CEO of Quilter, joins host Lukas Biewald to discuss the groundbreaking use of reinforcement learning in PCB design. Learn how Quilter automates ...

6 Kesä 202443min

The Future of AI in Coding with Codeium CEO Varun Mohan

The Future of AI in Coding with Codeium CEO Varun Mohan

In this episode of Gradient Dissent, Varun Mohan, Co-Founder & CEO of Codeium, joins host Lukas Biewald to discuss the transformative power of AI in coding. They explore how Codeium evolved from GPU v...

23 Touko 202454min

Shaping AI Benchmarks with Together AI Co-Founder Percy Liang

Shaping AI Benchmarks with Together AI Co-Founder Percy Liang

In this episode of Gradient Dissent, Together AI co-founder and Stanford Associate Professor Percy Liang joins host, Lukas Biewald, to discuss advancements in AI benchmarking and the pivotal role that...

9 Touko 202453min

Accelerating drug discovery with AI: Insights from Isomorphic Labs

Accelerating drug discovery with AI: Insights from Isomorphic Labs

In this episode of Gradient Dissent, Isomorphic Labs Chief AI Officer Max Jaderberg, and Chief Technology Officer Sergei Yakneen join our host Lukas Biewald to discuss the advancements in biotech and ...

25 Huhti 20241h 10min

Redefining AI Hardware for Enterprise with SambaNova’s Rodrigo Liang

Redefining AI Hardware for Enterprise with SambaNova’s Rodrigo Liang

🚀 Discover the cutting-edge AI hardware development for enterprises in this episode of Gradient Dissent, featuring Rodrigo Liang, CEO of SambaNova Systems. Rodrigo Liang’s journey from Oracle to foun...

11 Huhti 202453min

Navigating the Vector Database Landscape with Pinecone's Edo Liberty

Navigating the Vector Database Landscape with Pinecone's Edo Liberty

🚀 This episode of Gradient Dissent welcomes Edo Liberty, the mind behind Pinecone's revolutionary vector database technology.As a former leader at Amazon AI Labs and Yahoo's New York lab, Edo Liberty...

28 Maalis 20241h 6min

Transforming Data into Business Solutions with Salesforce AI CEO, Clara Shih

Transforming Data into Business Solutions with Salesforce AI CEO, Clara Shih

🚀 In this episode of Gradient Dissent, we explore the revolutionary impact of AI across industries with Clara Shih, CEO of Salesforce AI and Founder of Hearsay Systems. Dive into Salesforce AI's cutt...

14 Maalis 202458min

Upgrading Your Health: Navigating AI's Future In Healthcare with John Halamka of Mayo Clinic Platform

Upgrading Your Health: Navigating AI's Future In Healthcare with John Halamka of Mayo Clinic Platform

In the newest episode of Gradient Dissent, we explore the intersecting worlds of AI and Healthcare with John Halamka, President of the Mayo Clinic Platform.Journey with us down John Halamka's remarkab...

29 Helmi 20241h 4min

Suosittua kategoriassa Liike-elämä ja talous

sijotuskasti
mimmit-sijoittaa
rss-rahapodi
psykopodiaa-podcast
rss-rahamania
hyva-paha-johtaminen
inderespodi
ostan-asuntoja-podcast
rss-lahtijat
rss-oivalluksia-rahasta-elamasta
rahapuhetta
rss-bisnesta-bebeja
rss-sisalto-kuntoon
leadcast
oppimisen-psykologia
mihin-sita-saastais
rss-startup-ministerio
rss-rikasta-elamaa
rss-kohti-unelmia
rss-40-ajatusta-aanesta