Hailo, an artificial intelligence chip startup, revealed its synonymous Hailo-8 deep learning chip last year, promising server-level performance at the edge while beating competing edge processors in size, performance and power consumption. The Israel-based startup says Hailo-8’s structure-driven Data Flow architecture combines high performance, low power and minimal latency in a chip smaller than a penny to provide up to 26 tera operations per second in edge devices like smart cameras, smartphones and autonomous vehicles. In benchmarks for image classification and segmentation, the startup says Hailo-8 can outperform Nvidia’s AGX Xavier chip multiple times over.

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