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Deploy MATLAB and Simulink to NVIDIA GPUs

Overview

NVIDIA GPUs are the hardware of choice for many applications including AI, embedded vision, and radar and signal processing algorithms. MATLAB is the ideal environment for exploring, developing, and prototyping algorithms. In this seminar, we will learn how to generate CUDA code directly from MATLAB and Simulink to run on NVIDIA GPUs using GPU Coder.

We'll walk you through the workflow that starts with designing and simulating various applications, including defective product detection and lane/vehicle detection, in MATLAB and Simulink running on the CPU, testing it on the same machine using an RTX GPU, then deploying it onto a Jetson AGX Orin. Learn how to access peripherals from the Jetson platform for use in MATLAB/Simulink and with the generated code.

Please allow approximately 45 minutes to attend the presentation and Q&A session. We will be recording this webinar, so if you can't make it for the live broadcast, register and we will send you a link to watch it on-demand.

Highlights

Watch this webinar to learn how to: 

  1. Run simulations of using GPUs in MATLAB and Simulink models on your desktop machines
  2. Generate CUDA code from AI, embedded vision, and radar and signal processing algorithms
  3. Generate code from complete applications, including one or more deep learning networks along with pre- and postprocessing code, for NVIDIA GPUs
  4. Automate the process to compile and download the generated code onto NVIDIA embedded GPUs like the Jetson AGX Orin boards
  5. Access peripherals from the Jetson platform for use in MATLAB/Simulink and with the generated code
  6. Apply optimizations to boost the performance of the generated CUDA code

About the Presenter

Bill Chou is the Product Marketing Manager for GPU Coder and has been working with MathWorks code generation technologies for over 18 years. Bill holds an M.S. degree in Electrical Engineering from the University of Southern California and a B.A.Sc degree in Electrical Engineering from the University of British Columbia.

Product Focus

Deploy MATLAB and Simulink to NVIDIA GPUs

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