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The Alif Blog

Alif Semiconductor Expands Embedded AI with ExecuTorch 

Collaborations in technology often mean more efficiency and more power to developers. And that is no different with Alif Semiconductor’s latest partnership with The PyTorch Foundation to integrate the ExecuTorch framework into the Ensemble® and Balletto™ families of microcontrollers (MCUs).

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Alif’s Open-Source Toolchain Removes a Barrier of Entry for AI

As AI continues to expand its reach into various industries, the need for efficient and scalable development tools has never been greater. However, for many developers, especially those working on microcontroller (MCU) platforms, the path to implementing AI at the edge is fraught with challenges.  In this context, a significant hurdle is the reliance on

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Getting Started with Machine Learning on Alif Semiconductor Microcontrollers

If you’re working on embedded applications, there’s a good chance that machine learning (ML) is on your radar. For many venturing into this world, gathering the appropriate hardware and software resources necessary to begin your development journey is a big challenge. Where edge AI/ML can sometimes feel esoteric and daunting, a good development platform is necessary to get started in the field.

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Bringing Transformer Networks to the Edge with Arm Ethos-U85

Introduced by Google in 2017, Transformer models have been a revolutionary concept in machine learning. Offering a paradigm shift in sequence transduction, this novel neural network architecture has significantly enhanced the efficiency and accuracy of various AI applications, enabling breakthroughs in tasks such as natural language processing, speech recognition, and real-time analytics.

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