Difference between revisions of "Edge AI SDK/Accelerator/Hailo-8"

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| style="width: 300px; high: 200px; text-align: center;vertical-align: top;" | [[File:EdgeAISuite Hailo-8.png|250x400px|RTENOTITLE]]
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| style="width: 300px; high: 200px; text-align: center;vertical-align: top;" | [[File:EdgeAISuite Hailo-8.png|300x300px|RTENOTITLE]]
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<span style="font-size:large;"><span style="color: rgb(77, 77, 77); line-height: 20px;">The Hailo-8™ M.2 Module is an AI accelerator module for AI applications, <br>compatible with NGFF M.2 form factor M, B+M and A+E keys.</span></span>
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| style="vertical-align: top;" | &nbsp;
 
| style="vertical-align: top;" |  
 
| style="vertical-align: top;" |  
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<span style="font-size:large;"><span style="color: rgb(77, 77, 77); line-height: 20px;">The Hailo-8™ M.2 Module is an AI accelerator module for AI applications, compatible with NGFF M.2 form factor M, B+M and A+E keys.</span></span>
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{| class="wikitable" style="width:100%; margin:auto; border:2px solid #ffffff; border-collapse:separate; border-spacing:10px; text-align:center;"
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|-
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! style="background-color:#3664B1; color:white; width:150px; text-align:center; border:1px;" | AI Applications
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| colspan="5" style="padding:0; border:1px solid black;" |
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{| class="wikitable" style="width:100%; border-collapse:separate; border-spacing:5px; border:0px;"
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|-
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| style="border:1px solid gray; text-align:center; padding:10px; width:25%;" | Vision AI Apps
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| style="background-color:#D3D3D3; border:1px solid gray; text-align:center; padding:10px; width:25%;" | Pre-trained Models
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| style="border:1px solid gray; text-align:center; padding:10px; width:25%;" | Monitoring
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| style="border:1px solid gray; text-align:center; padding:10px; width:25%;" | Benchmark
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! style="background-color:#3664B1; color:white; text-align:center;" | Utility
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| colspan="5" style="padding:0; border:1px solid black;" |
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{| class="wikitable" style="width:100%; border-collapse:separate; border-spacing:5px; border:0px;"
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|-
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| colspan="1" style="background-color:#B7DFF1; border:1px solid gray; text-align:center; padding:10px; width:50%;" | <span style="font-size:larger; ">HailoRT CLI</span>
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| colspan="1" style="background-color:#B7DFF1; border:1px solid gray; text-align:center; padding:10px; width:50%;" | <span style="font-size:larger; ">ts_monitoring</span>
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! style="background-color:#3664B1; color:white; text-align:center;" | AI SDK
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| colspan="5" style="padding:0; border:1px solid black;" |
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{| class="wikitable" style="width:100%; border-collapse:separate; border-spacing:5px; border:0px;"
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|-
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| colspan="1" style="background-color:#B7DFF1; border:1px solid gray; text-align:center; padding:10px; width:33%;" | <span style="font-size:larger; ">TensorRT 8.5.2 </span>
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| colspan="1" style="background-color:#B7DFF1; border:1px solid gray; text-align:center; padding:10px; width:33%;" | <span style="font-size:larger; ">CUDA 11.4.19</span>
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| colspan="1" style="background-color:#B7DFF1; border:1px solid gray; text-align:center; padding:10px; width:33%;" | <span style="font-size:larger; ">Deepstream 6.2</span>
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|-
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! style="background-color:#3664B1; color:white; text-align:center;" | Driver
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| colspan="5" style="padding:0; border:1px solid black;" |
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{| class="wikitable" style="width:100%; border-collapse:separate; border-spacing:5px; border:0px;"
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|-
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| colspan="5" style="background-color:#B7DFF1; border:1px solid gray; text-align:center; padding:10px; width:100%;" | <span style="font-size:larger; color:white;">JetPack 5.1.2</span>
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*<span style="font-size:larger;">AI processor with up to 26 TOPS</span>
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*<span style="font-size:larger;">Best-in-class power efficiency at 2.5W</span>  
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! style="background-color:#3664B1; color:white; width:150px; text-align:center; border:1px;" | OS / Kernel
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*<span style="font-size:larger;">PCIe Gen-3.0, 2 lanes (up to 16 Gbs)</span>  
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| colspan="5" style="border:1px solid black; text-align:center; padding:15px;" | <span style="font-size:larger;"> Ubuntu 20.04 kernel:5.10.104-tegra </span>
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*<span style="font-size:larger;">Frameworks: TensorFLow/Lite, ONNX, Keras, & Pytorch</span>
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|}
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*<span style="font-size:larger;">OS:Linux</span>
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<div style="font-size:large; color: rgb(77, 77, 77); line-height: 20px; text-align: center;">Software Stack on Hailo-8 ( v2.0.1 )</div>  
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<div style="text-align: right; margin-top: 10px;">
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{| style="border-collapse: separate; border-spacing: 10px; float: right; margin-right: 0"
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| style="width:20px; height:20px; background-color:#74B71B; border:1px solid black;" |
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| style="text-align: left;" | NVIDIA
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| style="width:20px; height:20px; background-color:#D3D3D3; border:1px solid black;" |
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| style="text-align: left;" | Open Source
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Revision as of 12:12, 10 December 2024


RTENOTITLE

The Hailo-8™ M.2 Module is an AI accelerator module for AI applications,
compatible with NGFF M.2 form factor M, B+M and A+E keys.

 
AI Applications
Vision AI Apps Pre-trained Models Monitoring Benchmark
Utility
HailoRT CLI ts_monitoring
AI SDK
TensorRT 8.5.2 CUDA 11.4.19 Deepstream 6.2
Driver
JetPack 5.1.2
OS / Kernel Ubuntu 20.04 kernel:5.10.104-tegra
Software Stack on Hailo-8 ( v2.0.1 )
NVIDIA Open Source
Edge AI System

AIR-150

 

AI Inference Run-time SDK

Hailo AI Suite

Applications

AI Benchmark & Tools

Benchmakrks
HailoRT CLI

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