Hailo-8™ AI Accelerators

The World’s Best Performing AI Processor for Edge Devices

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The Hailo-8™ edge AI processor, featuring up to 26 tera-operations per second (TOPS), significantly outperforms all other edge processors. Its area and power efficiency are far superior to other leading solutions by a considerable order of magnitude – at a size smaller than a penny even including the required memory. With an architecture that takes advantage of the core properties of neural networks, our neural chip allows edge devices to run deep learning applications at full scale more efficiently, effectively, and sustainably than other AI chips and solutions, while significantly lowering costs.

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Hailo-8™
Hailo AI neural network processor

Key Features & Benefits

  • Unprecedented AI compute power of 26 Tera-Operations Per Second (TOPS)
  • Best-in-class power efficiency with typical power consumption of 2.5W
  • Enabling real-time, low latency & high-efficiency AI inferencing on edge devices
  • Highest cost-efficiency (TOPS/$) compared with existing solutions
  • Scalable:
    → Enabling simultaneous processing of multi-streams & multi-models
    → Supporting multiple Hailo-8™ devices
  • Commercial, Industrial & Automotive grades, supporting:
    → Industrial: -40°C to 85°C
    → Automotive: -40°C to 105°C
  • Easy hardware integration; Does not require external memory
  • Holistic solution comprised of hardware and software
  • Proprietary novel structure-driven Dataflow architecture

Neural Network Models & Application Support

  • AI frameworks: TensorFlow, TensorFlow Lite, Keras, PyTorch & ONNX
  • Host Architectures: X86, ARM
  • OSs: Linux, Windows
  • Comprehensive dataflow compiler enables customer to port their neural network models easily & quickly

Automotive Compliance

  • A-SPICE L2 development flow
  • AEC-Q100 Grade 2 compliant
  • ISO-26262 ASI-B (D) compliant

Similar performance at a fraction of the power consumption and cost

Graph of Hailo-8 Performance

 

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Title File type Date modified
Hailo-8™ Product Brief PDF 07/12/2022

Ordering Hailo-8tm M.2 Starter Kit

Hailo-8 Starter Kit Module Part Number Price Product Brochure Ordering
M.2 Key M 2280 ET HM218B1C2XAE $179 M.2 Key M Brochure Order now
M.2 Key B+M 2280 ET HM218B1C2ZAE $179 M.2 Key B+M Brochure Order now
M.2 Key A+E 2230 ET HM218B1C2YAE $179 M.2 Key A+E Brochure Order now
NN Model Input Resolution FPS Power (W) FPS/W
Classification
ResNet-50 v1 224x224 1,332 3.45 386
MobileNet_v2_1.0 224x224 2,444 2.152 1,135
EfficientNet_M 240x240 889 3.5 254
Object Detection
SSD_MobileNet_v1 300x300 1,055 2.2 479
YOLOv5m 640x640 218 4.6 47.3
Segmentation
stdc1 1024x1920 54 2.9 18.6
Multi stream object detection (8 streams)
YOLOv3 608x608 69 4.9 14
Notes:
  1. Measurements were taken at room temperature through PCIe interface on Hailo-8 evaluation board
  2. System host: Intel® Core™ i5-9400 CPU @ 2.90GHz; Models compiled with Hailo Dataflow Compiler version 3.24.0 (SW version 2023-07)

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EU Research and Innovation Program

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This project has received funding from the European Union’s Horizon 2020 research and innovation program under grant agreement No. 849921

This project has received funding from the European Union’s Horizon 2020.