Optimizing Generative AI on Arm Processors: from Edge to Cloud
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About this course
Efficient AI is more than algorithms. This hands-on course shows you how to optimize GenAI workloads on real-world systems using techniques such as SIMD (SVE, Neon), low-bit quantization, and the optimized KleidiAI library. You will develop essential strategies and skills to build scalable, high-performance AI on edge and cloud-based platforms based on the most widespread processor architecture.
What you'll learn
- optimization techniques for generative AI
- using SIMD for performance enhancement
- implementing low-bit quantization
- leveraging the KleidiAI library for AI workloads
Course objectives
- provide practical skills for optimizing AI on Arm processors
- understand deployment strategies for edge and cloud platforms
- develop scalable AI applications
Skills you'll gain
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