Developing AI Inference Solutions with the Vitis AI Platform
Developing AI Inference Solutions with the Vitis AI Platform
This course describes how to use the Vitis™ AI development platform in conjunction with DNN algorithms, models, inference and training, and frameworks on cloud and edge computing platforms.
Learn more about the Vitis Unified Software Platform from AMD Xilinx.
2-Day Instructor-led Course | Price USD | Training Credits |
---|---|---|
Hosted Online - $299/day | $598 | 6 |
In-Person Registration - $399/day | $798 | 8 |
Printed Course Book (A PDF book is included in the course fee) | $100 | 1 |
Private Training | Contact Us | Contact Us |
Follow on Coaching | Contact Us | Contact Us |
Be the first to know. Sign up for our newsletter.
Who should attend:
Software and hardware developers, AI/ML engineers, data scientists, and anyone who needs to accelerate their software applications using AMD Xilinx devices.
Skills Gained
After completing this comprehensive training, you will know how to:
- Describe AMD Xilinx machine learning solutions with the Vitis AI development platform and environment
- Describe the supported frameworks, network modes, and pre-trained models for cloud and edge applications
- Utilize DNN algorithms, models, inference and training, and frameworks on cloud and edge computing platforms
- Use the Vitis AI quantizer and AI compiler to optimize a trained model
- Use the architectural features of the DPU processing engine to optimize a model for an edge application
- Identify the high-level libraries and APIs that come with the AMD Xilinx Vitis AI Library
- Create a custom hardware overlay based on application requirements
- Create a custom application using a custom hardware overlay and deploy the design
Course Outline
Day 1 | Day 2 |
---|---|
|
|
Please note: The instructor may change the content order to provide a better learning experience.
Prerequisites:
- Basic knowledge of machine learning concepts
- Deep learning frameworks (such as TensorFlow, Pytorch, and Caffe)
- Comfort with the C/C++/Python programming language
- Software development flow