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Accelerating On-Device ML Inference with ExecuTorch and Arm SME2

In this blog post from PyTorch, we explore how ExecuTorch and Arm Scalable Matrix Extension 2 are unlocking faster, more responsive on-device AI for mobile experiences like interactive image segmentation

Latest blog posts

February 3, 2026

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Reading time 2 minutes

BayLibre partners with Arm to bring Zephyr OS support to Armv9 Cortex-A processors

Zineb Labrut

January 29, 2026

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Reading time 16 minutes

Accelerating on-device ML inference with ExecuTorch and Arm SME2

Jason Zhu

January 28, 2026

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Reading time 5 minutes

Scaling llama.cpp on Neoverse N2: Solving Cross-NUMA Performance Issues

Bolt Liu

January 21, 2026

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Reading time 9 minutes

End-to-end int8 Conformer on Arm: Training, quantization, and deployment on Ethos-U85

Alexey Vilkin

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