Most NPUs available today are not actually optimized for AI processing. Rather, they are variations of former CPU, GPU, or DSP designs. Every neural network has varying processing and memory requirements and offers unique processing…
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Peeling Back the Layers of TOPS/W
Expedera’s Paul Karazuba, vice president of Marketing, was a guest on a recent episode of The Circuit, a semiconductor industry-focused podcast, where the discussion centered around NPUs. In that podcast, there was much discussion around…
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Considerations For Accelerating On-Device Stable Diffusion Models
The generative AI model that is a critical test for NPU design. One of the more powerful—and visually stunning—advances in generative AI has been the development of Stable Diffusion models. These models are used for…
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Unlocking The Power Of Edge Computing With Large Language Models
In recent years, Large Language Models (LLMs) have revolutionized the field of artificial intelligence, transforming how we interact with devices and the possibilities of what machines can achieve. These models have demonstrated remarkable natural language…
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Generative AI: Transforming Inference At The Edge
The world is witnessing a revolutionary advancement in artificial intelligence with the emergence of generative AI. Generative AI generates text, images, or other media responding to prompts. We are in the early stages of this…
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