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Roofline is developing a software development kit (SDK) to streamline the deployment of edge artificial intelligence applications. This technology aims to enhance efficiency and reduce latency in AI model integration across various hardware platforms.
The next AI revolution unfolds at the edge, powering real-time, energy-efficient and secure applications in autonomous systems, industrial automation, and healthcare.
Yet, with over 400,000 yearly new AI models and hundreds of chip architectures, deploying edge AI in products is highly challenging.
Existing tools fail to support the latest models like LLMs, lack flexibility across chips, and underutilize chip capabilities, making deployment inefficient and costly.Roofline transforms edge AI with…
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