Theatre
Neural Networks: From GPU to MCU
Louis Gobin
37:37
EOC 2023
37:37
About This Session
Join this webinar to understand step-by-step how to port your machine learning model from your preferred development environment to an MCU. We will go over a few of the pipelines available to you and cover:
- Graph optimization
- Model quantization
- Memory optimization
About Louis Gobin
Louis Gobin is a Product Marketing Engineer supporting Artificial Intelligence (AI) solutions in STMicroelectronics Americas Region and has held this position since February 2022.
Gobin started his career as a machine-learning applications engineer for Cartesiam, based in New York. After ST acquired Cartesiam, Gobin moved to Santa Clara, CA in 2021 to take on the role of Field Application Engineer. He transferred into Product Marketing Engineer position in early 2022.
About Markus Mayr
Markus Mayr leads the general-purpose microcontroller and microprocessor marketing team at STMicroelectronics in the Americas region. He is responsible for business development and design-in activities at key accounts and mass market customers. With extensive experience working with customers globally, Markus has contributed to ST becoming a leading MCU manufacturer in the Americas. His focus is on microprocessors, wireless products, and edge-AI solutions. Markus Mayr holds a bachelor’s degree in electrical engineering from Furtwangen University in Germany.
About Allen Ren
Allen Ren is a Field Applications Engineer supporting Artificial Intelligence (AI) solutions in STMicroelectronics Americas Region and has held this position since joining the company in December 2019.
Allen Ren was born in Beijing, China and is currently based in Santa Clara, CA. He graduated from San Francisco State University with a Bachelor of Science in Electrical Engineering and a Master of Science in Embedded Electrical and Computer Systems in 2019.
About STMicroelectronics
Electronic circuits form a mostly invisible part of the world we live in today. These circuits are present in microchips or just "chips", which combine the latest advances in performance, intelligence and, efficiency. Hundreds or thousands of these chips are integrated into each of the millions and billions of electronic devices people across the globe interact with every day. It is in this unseen realm that STMicroelectronics creates the sparks that animate the products we use at any given moment. Our technology is found everywhere microelectronics makes a positive contribution to people's lives. Chips from ST embedding the most advanced innovations are an essential part of products as diverse as cars and key fobs, giant factory machines and data center power supplies, washing machines and hard disks, and smartphones and toothbrushes. We help our customers make these devices more intelligent, more energy efficient, more connected, safer and more secure.
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