Intel® Distribution of OpenVINO™ Toolkit
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OpenVINO Model Optimizer converts the same type of layer differently

Frostjord
Beginner
1,288 Views

Hello everyone,

I've been trying to convert YOLOv8 from Ultralytics to use it on an FPGA. To do that, I first need to get the XML file. I have the model in .onnx format, however the model optimizer converts the two Div layers present in the Model into a Divide and the other into Multiply. I used Neutron to visualize the two files. Furthermore, I don't understand it well, so I thought that I would simply be a division by a constant value and multiplying by the opposite would have the same effect. I can't find my solution elsewhere, so here I am ;).

Thanks in advance for your help

4 Replies
Wan_Intel
Moderator
1,235 Views

Hi Frostjord,

Thanks for reaching out to us.

Please share the following details with us to further investigate the issues. Thank you.

  • Hardware details
  • Version of OpenVINO™ toolkit
  • Operating System

 

 

Regards,

Wan

 

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Frostjord
Beginner
1,224 Views

Hi, thanks for your answer.

 

Here are the specs of my machine :

OS Name: Microsoft Windows 10 Entreprise
Version: 10.0.19045 Build 19045
OS Manufacturer: Microsoft Corporation
System Manufacturer: HP
System Model: HP ZBook 15 G5
System Type: x64-based PC
Processor: Intel(R) Core(TM) i7-8850H CPU @ 2.60GHz, 2592 Mhz, 6 Core(s), 12 Logical Processor(s)
Installed Physical Memory (RAM): 32.0 GB
GPUs: Intel(R) UHD Graphics 630 and NVIDIA Quadro P2000

I'm developing using WSL :

WSL version: 1.2.5.0

Kernel version: 5.15.90.1

WSLg version: 1.0.51

MSRDC version: 1.2.3770

Direct3D version: 1.608.2-61064218

DXCore version: 10.0.25131.1002-220531-1700.rs-onecore-base2-hyp

Windows version: 10.0.19045.2965

 

And here are the specs of the Linux distro:

OS: Ubuntu 20.04.6 LTS on Windows 10 x86_64

Kernel: 5.15.90.1-microsoft-standard-WSL2 Uptime: 1 min

Packages: 1220 (dpkg)

Shell: bash 5.0.17

Theme: Adwaita [GTK3]

Icons: Adwaita [GTK3]

Terminal: Relay(10)

CPU: Intel i7-8850H (12) @ 2.592GHz

GPU: a560:00:00.0 Microsoft Corporation Device 008e

Memory: 332MiB / 15899MiB

 

Also, I'm using openvino and openvino-dev version 2022.3.0.

Hope that helps.

 

Regards,

Frostjord

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Wan_Intel
Moderator
1,147 Views

Hi Frostjord,

Thanks for your information.

For your information, referring to Supported Devices, FPGA does not supported in openvino-dev 2022.3.0.

For more information, please refer to What Is the Latest Version of OpenVINO™ Toolkit That Supports OpenVINO™ Toolkit FPGA?

 

On another note, could you please share your model with us to further investigate the issue?

waix.fook.wan@intel.com

 

Regards,

Wan

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Wan_Intel
Moderator
1,015 Views

Hi Frostjord,

Thanks for your question.

 

Please submit a new question if additional information is needed as this thread will no longer be monitored.

 

 

Regards,

Wan


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