OpenCV built from source tests fail in Xavier AGX with Jetpack 5.1.2

mfatihaydogdu · December 6, 2024, 9:32am

Hello,

In order to build opencv from source for Xavier Dev Board with Jetpack 5.1.2, I modified and used the script here, which is referenced by Jetson Zoo.
I enabled cuda and include contrib in my modified built script.

The built operation seems successful for OpenvCV 4.4.0, 4.5.4, 4.10.0.
But when I built by enabling the tests even if the builts are successful approximately 80% of the tests fail.

Does the tests need additional operations which are not included in the script?
Should I download anything for the tests?

I also examined the scripts JEP/script at master · AastaNV/JEP · GitHub.
But these do not have test operations after the built.
Is it necessary to perform tests?

I appreciate any help

AastaLLL · December 9, 2024, 3:49am

Hi,

Usually, we recommend users try below script:

github.com

AastaNV/JEP/blob/master/script/install_opencv4.6.0_Jetpack5.sh

#!/bin/bash
#

version="4.6.0"
folder="workspace"

set -e

for (( ; ; ))
do
    echo "Do you want to remove the default OpenCV (yes/no)?"
    read rm_old

    if [ "$rm_old" = "yes" ]; then
        echo "** Remove other OpenCV first"
        sudo apt -y purge *libopencv*
	break
    elif [ "$rm_old" = "no" ]; then
	break
    fi

This file has been truncated. show original

Although there is no test included, the library is expected to work.

Thanks

mfatihaydogdu · December 11, 2024, 8:51am

Hello again

Thank you for the answer,

We repeat the build process by enabling tests.
Here are the errors we get for 3 different built configurations on devices with Jetpack 5.1.2.

Opencv 4.5.4, CUDA_FAST_MATH=ON

75% tests passed, 32 tests failed out of 126

The following tests FAILED:
5 - opencv_test_cudaarithm (Failed) 6 - opencv_perf_cudaarithm (Failed) 7 - opencv_sanity_cudaarithm (Failed) 11 - opencv_sanity_imgproc (Failed) 22 - opencv_test_cudaimgproc (Failed) 23 - opencv_perf_cudaimgproc (Failed) 24 - opencv_sanity_cudaimgproc (Failed) 26 - opencv_perf_cudawarping (Failed) 27 - opencv_sanity_cudawarping (Failed) 28 - opencv_test_dnn (Failed) 29 - opencv_perf_dnn (Failed) 30 - opencv_sanity_dnn (Failed) 45 - opencv_test_photo (Failed) 50 - opencv_test_videoio (Failed) 58 - opencv_test_calib3d (Failed) 65 - opencv_perf_cudafeatures2d (Failed) 66 - opencv_sanity_cudafeatures2d (Failed) 68 - opencv_perf_cudastereo (Failed) 69 - opencv_sanity_cudastereo (Failed) 72 - opencv_test_objdetect (Failed) 73 - opencv_perf_objdetect (Failed) 74 - opencv_sanity_objdetect (Failed) 86 - opencv_sanity_xfeatures2d (Failed) 87 - opencv_test_ximgproc (Failed) 90 - opencv_test_aruco (Failed) 99 - opencv_perf_cudalegacy (Failed) 100 - opencv_sanity_cudalegacy (Failed) 104 - opencv_test_face (Failed) 105 - opencv_test_gapi (Failed) 117 - opencv_test_cudaoptflow (Failed) 118 - opencv_perf_cudaoptflow (Failed) 119 - opencv_sanity_cudaoptflow (Failed) Accuracy Extra opencv_cudaarithm
Extra Performance opencv_cudaarithm
Extra Sanity opencv_cudaarithm
Main Sanity opencv_imgproc
Accuracy Extra opencv_cudaimgproc
Extra Performance opencv_cudaimgproc
Extra Sanity opencv_cudaimgproc
Extra Performance opencv_cudawarping
Extra Sanity opencv_cudawarping
Accuracy Main opencv_dnn
Main Performance opencv_dnn
Main Sanity opencv_dnn
Accuracy Main opencv_photo
Accuracy Main opencv_videoio
Accuracy Main opencv_calib3d
Extra Performance opencv_cudafeatures2d
Extra Sanity opencv_cudafeatures2d
Extra Performance opencv_cudastereo
Extra Sanity opencv_cudastereo
Accuracy Main opencv_objdetect
Main Performance opencv_objdetect
Main Sanity opencv_objdetect
Extra Sanity opencv_xfeatures2d
Accuracy Extra opencv_ximgproc
Accuracy Extra opencv_aruco
Extra Performance opencv_cudalegacy
Extra Sanity opencv_cudalegacy
Accuracy Extra opencv_face
Accuracy Main opencv_gapi
Accuracy Extra opencv_cudaoptflow
Extra Performance opencv_cudaoptflow
Extra Sanity opencv_cudaoptflow

Opencv 4.10.0, CUDA_FAST_MATH=ON

79% tests passed, 28 tests failed out of 132

The following tests FAILED:
5 - opencv_test_cudaarithm (Failed) Accuracy Extra opencv_cudaarithm
6 - opencv_perf_cudaarithm (Failed) Extra Performance opencv_cudaarithm
7 - opencv_sanity_cudaarithm (Failed) Extra Sanity opencv_cudaarithm
11 - opencv_sanity_imgproc (Failed) Main Sanity opencv_imgproc
25 - opencv_test_cudaimgproc (Failed) Accuracy Extra opencv_cudaimgproc
26 - opencv_perf_cudaimgproc (Failed) Extra Performance opencv_cudaimgproc
27 - opencv_sanity_cudaimgproc (Failed) Extra Sanity opencv_cudaimgproc
29 - opencv_perf_cudawarping (Failed) Extra Performance opencv_cudawarping
30 - opencv_sanity_cudawarping (Failed) Extra Sanity opencv_cudawarping
31 - opencv_test_dnn (Failed) Accuracy Main opencv_dnn
32 - opencv_perf_dnn (Failed) Main Performance opencv_dnn
33 - opencv_sanity_dnn (Failed) Main Sanity opencv_dnn
49 - opencv_test_photo (Failed) Accuracy Main opencv_photo
54 - opencv_test_videoio (Failed) Accuracy Main opencv_videoio
67 - opencv_perf_cudafeatures2d (Failed) Extra Performance opencv_cudafeatures2d
68 - opencv_sanity_cudafeatures2d (Failed) Extra Sanity opencv_cudafeatures2d
70 - opencv_perf_cudastereo (Failed) Extra Performance opencv_cudastereo
71 - opencv_sanity_cudastereo (Failed) Extra Sanity opencv_cudastereo
93 - opencv_sanity_xfeatures2d (Failed) Extra Sanity opencv_xfeatures2d
104 - opencv_test_cudalegacy (Failed) Accuracy Extra opencv_cudalegacy
105 - opencv_perf_cudalegacy (Failed) Extra Performance opencv_cudalegacy
106 - opencv_sanity_cudalegacy (Failed) Extra Sanity opencv_cudalegacy
110 - opencv_test_face (Failed) Accuracy Extra opencv_face
111 - opencv_test_gapi (Failed) Accuracy Main opencv_gapi
112 - opencv_perf_gapi (Failed) Main Performance opencv_gapi
113 - opencv_sanity_gapi (Failed) Main Sanity opencv_gapi
124 - opencv_perf_cudaoptflow (Failed) Extra Performance opencv_cudaoptflow
125 - opencv_sanity_cudaoptflow (Failed) Extra Sanity opencv_cudaoptflow

Opencv 4.10.0, CUDA_FAST_MATH=OFF

85% tests passed, 20 tests failed out of 132

The following tests FAILED:
6 - opencv_perf_cudaarithm (Failed) Extra Performance opencv_cudaarithm
7 - opencv_sanity_cudaarithm (Failed) Extra Sanity opencv_cudaarithm
11 - opencv_sanity_imgproc (Failed) Main Sanity opencv_imgproc
26 - opencv_perf_cudaimgproc (Failed) Extra Performance opencv_cudaimgproc
27 - opencv_sanity_cudaimgproc (Failed) Extra Sanity opencv_cudaimgproc
29 - opencv_perf_cudawarping (Failed) Extra Performance opencv_cudawarping
30 - opencv_sanity_cudawarping (Failed) Extra Sanity opencv_cudawarping
31 - opencv_test_dnn (Failed) Accuracy Main opencv_dnn
32 - opencv_perf_dnn (Failed) Main Performance opencv_dnn
33 - opencv_sanity_dnn (Failed) Main Sanity opencv_dnn
49 - opencv_test_photo (Failed) Accuracy Main opencv_photo
54 - opencv_test_videoio (Failed) Accuracy Main opencv_videoio
71 - opencv_sanity_cudastereo (Failed) Extra Sanity opencv_cudastereo
93 - opencv_sanity_xfeatures2d (Failed) Extra Sanity opencv_xfeatures2d
110 - opencv_test_face (Failed) Accuracy Extra opencv_face
111 - opencv_test_gapi (Failed) Accuracy Main opencv_gapi
112 - opencv_perf_gapi (Failed) Main Performance opencv_gapi
113 - opencv_sanity_gapi (Failed) Main Sanity opencv_gapi
124 - opencv_perf_cudaoptflow (Failed) Extra Performance opencv_cudaoptflow
125 - opencv_sanity_cudaoptflow (Failed) Extra Sanity opencv_cudaoptflow

What should we do? Are the builts are reliable?

AastaLLL · December 16, 2024, 6:39am

Hi,

OpenCV is a third-party library, could you check with the OpenCV team for the test failure?
Both OpenCV and OpenCV contribute is cloning from the OpenCV GitHub directly.

Thanks.

system · January 16, 2025, 7:57am

This topic was automatically closed 14 days after the last reply. New replies are no longer allowed.

Topic		Replies	Views
OpenCV CUDA support? Jetson AGX Xavier opencv	20	5148	October 18, 2021
OpenCV build error on Jetpack 5.1.2 Jetson AGX Xavier opencv	7	891	March 26, 2024
OpenCV 4.9.0 Build with CUDA Failed on AGX Orin (JetPack 6.1) with Previously Provided Script Jetson AGX Orin opencv	8	436	December 13, 2024
About the NVCUVID opencv build on AGX & NX Jetson AGX Xavier opencv , cuda	2	850	July 18, 2022
Xavier OpenCV4 cudaimgproc.hpp Jetson AGX Xavier opencv , gpu	8	4277	October 18, 2021
Unable to install OpenCV 3.2 with JetPack 4.6.3 in AGX Xavier Jetson AGX Xavier ros , opencv	6	1662	March 21, 2023
Error building OpenCV because of LAPACK Jetson Xavier NX opencv , cuda	4	657	March 1, 2024
OpenCV Cuda: No Kernel Image is Available Jetson Xavier NX opencv , cuda	8	5508	October 18, 2021
Opencv Build with cuda on jetson agx orin for venv Jetson AGX Orin opencv , cuda	15	3184	December 28, 2022
Opencv 4.6.0 with cuda support were successfully built for both python2.7 and python3.8, but cuda unavailable Jetson Xavier NX opencv , cuda , pytorch , cudnn	4	2495	November 2, 2023

OpenCV built from source tests fail in Xavier AGX with Jetpack 5.1.2

Related topics