The World’s Best Performing AI Processor for Edge Devices

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The World’s Best Performing AI Processor for Edge Devices

Hailo presents a unique technology, designed to enable AI applications across a broad range of industries

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Benefits

High Performance

Unprecedented AI compute power of 26 Tera-Operations Per Second (TOPS)

Power Efficiency

Best-in-class power efficiency with typical power consumption of 2.5W

Cost Efficiency

Highest cost-efficiency (TOPS/$) compared with existing solutions

Hear it from our customers and partners

Vehicle Agnostic Self-Driving Robot Kit for Agricultural Farms

“This processor helps us overcome all the limitations”

Aviram Shmueli
Blue White Robotics , CTO & Co-Founder

Read the case study

Performance

Xavier NX results are using batch=8 (while Hailo-8 and Jetson Nano are using batch=1) and that Jetson Nano is limited to FP16 (while Hailo-8 and Xavier NX are INT8). Nvidia results for batch=1 and INT8, respectively, are expected to be lower.
Hailo-8 figures are based on SDK version 3.12.0 (November 2021), measured at room temperature on a single Hailo-8 device through PCIe interface on a Hailo evaluation board (system host: Intel® Core™ i5-9400 CPU @ 2.90GHz)
FPS & power figures for Nvidia Jetson Nano and Xavier NX are sourced from https://developer.nvidia.com/embedded/jetson-benchmarks and https://github.com/NVIDIA-AI-IOT/jetson_benchmarks/tree/master/benchmark_csv, retrieved 12/07/21

Benchmarks

NN Model	Input Resolution	FPS	Power (W)	FPS/W
Classification
ResNet-50 v1	224×224	1,372	3.6	385
ViT_base	224×224	168	3.1	53
Object Detection
YOLOv5m	640×640	242	5.6	43
YOLOv8m	640×640	140	4.7	30
YOLOv11m	640×640	102	3.4	30
Semantic Segmentation
stdc1	1,024×1,920	58	3.0	19

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Product Brief

Hailo-8 AI Processor Product Brief

An AI Object Detection system that captures an image of a street with cars on it.

Blog

AI Object Detection on the Edge: Making the Right Choice

When choosing an AI object detection network for edge devices, there are many factors you should consider: compute power, memory resources, and many more. Which ones? This blogpost outlines everything you need to know when choosing an object detection network for your edge application. But remember, the Hailo-8 processor provides high-performance computing on the edge and can…