opencv: Arm Mali/OpenCL - OpenCL error CL_OUT_OF_RESOURCES
_update: this bug is specific to Mali Midgard(T8xx\T7xx\T6xx) GPU only. More resent Mali Bifrost(Gxx) series not affected
System information (version)
- OpenCV => 4.0beta
- Operating System / Platform => Ubuntu 18.04/arm64
- Compiler => Ubuntu/Linaro 7.3.0-27
- OpenCL => OpenCL 1.2 v1.r14p0-01rel0-git(966ed26)
- GPU => ARM Mali T860(Midgard 4gen)
Detailed description
It is specific bug to arm\mali hardware in OpenCL, which related to limited resources on this mobile device.
OpenCL error CL_OUT_OF_RESOURCES (-5) during call: clEnqueueNDRangeKernel('stage1_with_sobel', dims=2, globalsize=4096x4096x1, localsize=32x8x1) sync=false
reducing maxWorkGoupSize_
value of cl::Device
from default 256
to 128
(to give more resources to kernel) remove that particular bug in cv::GausianBlur
with size 3x3
(and may be many more), but bigger parameters, like size ‘5x5’ or other kernel, like described in #11503 issue, still lead to CL_OUT_OF_RESOURCES
I am continue to evaluate another CL-acceletared methods on Arm Mali-t860 to figure out another reasons of CL_OUT_OF_RESOURCES
.
Steps to reproduce
#include "opencv2/opencv.hpp"
using namespace cv;
int main(int argc, char** argv)
{
UMat img, gray;
imread("lena.jpg", IMREAD_COLOR).copyTo(img); //use lena.jpg from CV examples
cvtColor(img, gray, COLOR_BGR2GRAY);
GaussianBlur(gray, gray,Size(3, 3), 1.5);
Canny(gray, gray, 0, 50);
return 0;
}
About this issue
- Original URL
- State: open
- Created 6 years ago
- Comments: 16 (6 by maintainers)
Commits related to this issue
- CL/maxWorkingGroupSize for ARM Mali decreased by 2 times for evaluation of #13108 - OpenCL error CL_OUT_OF_RESOURCES issue — committed to ayaromenok/opencv by ayaromenok 6 years ago
- added test data for https://github.com/opencv/opencv/issues/13108 — committed to ayaromenok/testData by ayaromenok 6 years ago
- correct ARM Mali detection for https://github.com/opencv/opencv/issues/13108 — committed to ayaromenok/opencv by ayaromenok 6 years ago
- added detection of ARM Mali-Txx/Mildgard(CL workaround required) and Mali-Gxx/Bifrost(all OK) https://github.com/opencv/opencv/issues/13108 — committed to ayaromenok/opencv by ayaromenok 6 years ago
- sobel3/sobel5/sobel7 on Arm Midgard fix from opencv/opencv#13108 — committed to ayaromenok/opencv by ayaromenok 5 years ago
- row_filter_C1_D0 on Arm Midgard fix from opencv/opencv#13108 — committed to ayaromenok/opencv by ayaromenok 5 years ago
@liyingchi https://github.com/opencv/opencv/issues/11797#issuecomment-575600595