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Mobile AI Just Got Faster - What's Coming for Developers on Arm

Arm Software Developers via YouTube

Overview

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Explore the next-generation Arm CPU instruction set SME2 in this 28-minute technical conference talk that demonstrates how to accelerate generative AI, vision, and compute-heavy workloads on mobile and edge devices. Discover how SME2 enables real-time GenAI use cases including on-device audio generation and smart assistants that run entirely on Arm CPUs without requiring GPU acceleration, internet connectivity, or code modifications when using supported frameworks. Watch real-world demonstrations of audio generation and private smart assistants on mobile devices while learning how SME2 delivers up to 6x faster GenAI and LLM performance. Understand how ARMv9-A architecture combined with SME2 unlocks enhanced performance, portability, and developer flexibility for mobile AI applications. Get introduced to Arm KleidiAI, the lightweight Arm AI library that integrates seamlessly with popular frameworks including ExecuTorch, ONNX Runtime, and MediaPipe. Learn about the SME2 Developer Launchpad platform for running and optimizing on-device GenAI, vision, and voice models on SME2-enabled Android and iOS devices, providing practical tools for implementing advanced AI capabilities in mobile applications.

Syllabus

Mobile AI Just Got Faster: What’s Coming for Developers on Arm

Taught by

Arm Software Developers

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