Home AI Accelerators Hailo-8L Entry-Level AI Accelerator

Hailo-8L Entry-Level
AI Accelerator

Overview
Features
Benchmarks

Overview

Delivering data center class performance to edge devices

The Hailo-8L Entry-Level AI Accelerator, featuring up to 13 tera-operations per second (TOPS), is designed to support entry level products requiring limited AI capacity or lower performance. It is competitively priced and features superior area and power efficiency compared to category leading alternatives. The Hailo-8L AI accelerator boasts exceptional low-latency, high-efficiency processing, capable of handling complex pipelines with multiple real-time streams and concurrent processing of multiple models and AI tasks. It is compatible with the Hailo-8 field-proven and comprehensive software suite for seamless future upgrade to higher AI capacities.

Breathe life into your edge applications with the Hailo AI processors

Features

Key Features and Benefits

13 Tera-Operations Per Second (TOPS)

Enabling real-time, low latency & high-efficiency AI inferencing on edge devices

Easy hardware integration; Does not require external memory

Best-in-class power efficiency with typical power consumption of 1.5W

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

Industrial grade, supporting -40°C to 85°C

Robust software suite supports state-of-the-art deep learning models & applications out-of-the-box

Scalable: Enabling simultaneous processing of multi-streams & multi-models

Future-ready: software compatibility when migrating to Hailo-8 for more powerful AI

Technical Specifications

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

Explore More

Product Brief
Hailo-8L Product Brief
Blog
AI Video Analytics: A Cost-effective Edge Device for Small Businesses – an Achievable Challenge
Video Management Software (VMS) solutions are available in the market for more than a decade and some surveillance vendors are offering Network Video Recorders (NVR) devices preloaded with VMS. NVR with VMS controls multiple cameras and uses analytics for the detection and management of various events. The usage of advanced intelligent analytics in such systems…

Benchmarks

NN Model Input Resolution FPS Power (W) FPS/W

Classification

ResNet-50 v1

224×224

503

1.9

264

MobileNet_v2_1.0

224×224

1,739

1.6

1,077

EfficientNet_M

240×240

435

2.3

189

Object Detection

SSD_MobileNet_v1

300×300

357

1.4

255

Tiny_YOLOv3

416×416

623

2.3

270

Semantic Segmentation

Deeplab_v3 Mobilenet_v2

513×513

46

1.4

33

Notes:

  1. Batch 8
  2. Measurements were taken at room temperature through PCIe interface on Hailo-8L evaluation board  
  3. 1.System host: Intel® Core™ i5-9400 CPU @ 2.90GHz; Models compiled with Hailo Dataflow Compiler version 3.27.0 (SW version 2024-04)

Breathe life into your edge applications with the Hailo AI processors