AI for Qualcomm Compute
Windows on Snapdragon is a development platform based on Qualcomm’s AI-powered Snapdragon chip that offers remarkable power efficiency, a native toolset, optimized CPU, always-on connectivity, heterogenous computing, and a dedicated Neural Processing Engine. This two-hour, hands-on, developer-friendly course serves as an introduction to AI for Qualcomm Compute platform, covering Windows on Snapdragon, development on the platform, Qualcomm AI stack, and the use of Qualcomm’s Dedicated Neural Processing Engine during development.
Course Outline:
- Fundamentals of the Snapdragon Compute platform:
- Key features of Snapdragon processing.
- Benefits of Windows on Snapdragon: always-on connectivity, power performance, and more.
- Development tools, including compilers, frameworks, libraries, and debugging tools.
- Procedures for building Arm64 applications via:
- Visual Studio 2022.
- Clang++ and GNU Make.
- Clang++ and Cmake.
- Hands-on introduction to the Qualcomm Neural Processing SDK, including:
- Qualcomm AI stack.
- Development workflow for running the Qualcomm AI Engine on a Snapdragon device.
- Quantization and data preparation during the AI workflow.
- Setting up ONNX framework.
- Setting up the Qualcomm AI environment using Arm64 Windows and X86_64 Ubuntu.
Who should take this course?
- This course is geared toward software development and test engineers looking to develop, port, test, and optimize their applications for Windows on Snapdragon, while taking full advantage of AI for Qualcomm Compute platform.
***NOTE: This course is taught through our eLearning platform, so you may learn online and at your own pace. You will have access to all course material for one year from your date of purchase.