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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
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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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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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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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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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