Hello,
On an ADVANTECH MIC-710AIX, with Ubuntu 20.04.6, I try to execute Python3 program using YOLOv8.
The same program works well on Windows (8fps), but is very slow on MIC (1.5 fps). But its is normal…
I have started to install CUDA for the interface between YOLO and Nvidia device, but the “scenario” fails quickly.
Here i the context and steps of what I have done :
2024-09-28
For installation of YOLOv8
On ADVANTECH MIC-710AIX :
* linux release :
$ lsb_release -a
No LSB modules are available.
Distributor ID: Ubuntu
Description: Ubuntu 20.04.6 LTS
Release: 20.04
Codename: focal
* Python & pip release :
python -V
3.8.10
pip -V
20.0.2
* Processor type :
$ cat /proc/cpuinfo | grep 'name'| uniq
model name : ARMv8 Processor rev 0 (v8l)
4 processors
* CUDA Capable GPU:
$ lspci | grep -i nvidia
0005:00:00.0 PCI bridge: NVIDIA Corporation Device 1ad0 (rev a1)
* Supported Version of Linux:
$ uname -m && cat /etc/*release
aarch64
DISTRIB_ID=Ubuntu
DISTRIB_RELEASE=20.04
DISTRIB_CODENAME=focal
DISTRIB_DESCRIPTION="Ubuntu 20.04.6 LTS"
# R35 (release), REVISION: 4.1, GCID: 33958178, BOARD: t186ref, EABI: aarch64, DATE: Tue Aug 1 19:57:35 UTC 2023
NAME="Ubuntu"
VERSION="20.04.6 LTS (Focal Fossa)"
ID=ubuntu
ID_LIKE=debian
PRETTY_NAME="Ubuntu 20.04.6 LTS"
VERSION_ID="20.04"
HOME_URL="https://www.ubuntu.com/"
SUPPORT_URL="https://help.ubuntu.com/"
BUG_REPORT_URL="https://bugs.launchpad.net/ubuntu/"
PRIVACY_POLICY_URL="https://www.ubuntu.com/legal/terms-and-policies/privacy-policy"
VERSION_CODENAME=focal
UBUNTU_CODENAME=focal
* gcc Installed:
$ gcc --version
gcc (Ubuntu 9.4.0-1ubuntu1~20.04.2) 9.4.0
Copyright (C) 2019 Free Software Foundation, Inc.
* Verify the System has the Correct Kernel Headers and Development Packages Installed:
$ uname -r
5.10.120-tegra
* install CUDA
sudo apt-get update
sudo apt-get install linux-headers-$(uname -r) >> refused
sudo apt-get install cuda-toolkit >>> no compatible version found !
sudo apt-get install nvidia-gds >>> no compatible version found
sudo ubuntu-drivers devices >>> nothing happens
Any suggest ?
Best regards.