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Measuring NPU Performance

This blog post was originally published at Expedera’s website. It is reprinted here with the permission of Expedera. There is a lot more to understanding the capabilities of an AI engine than TOPS per watt. A rather arbitrary measure of the number of operations of an engine per unit of power, this metric completely misses …

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“A Novel Packet-based Accelerator for Resource-Constrained Edge Devices,” a Presentation from Expedera

Sharad Chole, Chief Scientist and Co-founder of Expedera, presents the “Novel Packet-based Accelerator for Resource-Constrained Edge Devices” tutorial at the May 2022 Embedded Vision Summit. As AI applications move from cloud platforms into edge devices, processor designers are increasingly incorporating hardware accelerators for real-time AI processing. These accelerators must meet… “A Novel Packet-based Accelerator for …

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Expedera Hears You: Wearables Need Low Power AI

In the short time since emerging from stealth mode, Expedera has quickly become known as the Artificial Intelligence (AI) Inference IP company that delivers the best performance per watt and per area. Our Origin product family scales to 128 TOPS and addresses applications from the edge to automotive to the data center and beyond. We’ve …

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Expedera Announces First Production Shipments of Its Deep Learning Accelerator IP in a Consumer Device

Highlights: A global consumer device maker has announced availability of a new product that uses Expedera’s Artificial Intelligence (AI) accelerator Expedera was selected because its IP outperformed alternative solutions to enable on-device 4K video low light denoising Santa Clara, California, March 1, 2022—Expedera Inc, a leading provider of scalable Deep Learning Accelerator (DLA) semiconductor intellectual …

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