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AlexeyAB / darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
http://pjreddie.com/darknet/
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CUDA ERROR #3395

Open dephaniehe opened 5 years ago

dephaniehe commented 5 years ago

When I tried to use zed camera and run the script darknet.py from zed-yolo on Windows, it shows the following CUDA error:

CUDA status Error: file: C:/Project/zed-yolo/zed-yolo-master/libdarknet/src/convolutional_kernels.cu : cuda_convert_f32_to_f16() : line: 137 : build time: May 18 2019 - 14:03:35 CUDA Error: invalid resource handle

But I already successfully built with Cmake. Is there any solution to this?

AlexeyAB commented 5 years ago

Can you show output of commands?

nvcc --version
nvidia-smi

What CUDA and cuDNN versions do you use?

dephaniehe commented 5 years ago

I am using CUDA 10.0 and cuDnn v7.5.1. Here is the output of nvcc version:

nvcc: NVIDIA (R) Cuda compiler driver Copyright (c) 2005-2018 NVIDIA Corporation Built on Sat_Aug_25_21:08:04_Central_Daylight_Time_2018 Cuda compilation tools, release 10.0, V10.0.130

And here is the output of nvidia-smi:

+-----------------------------------------------------------------------------+ | NVIDIA-SMI 411.70 Driver Version: 411.70 | |-------------------------------+----------------------+----------------------+ | GPU Name TCC/WDDM | Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | |===============================+======================+======================| | 0 GeForce RTX 208... WDDM | 00000000:01:00.0 On | N/A | | 41% 36C P8 22W / 260W | 988MiB / 11264MiB | 1% Default | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: GPU Memory | | GPU PID Type Process name Usage | |=============================================================================| | 0 1072 C+G Insufficient Permissions N/A | | 0 1272 C+G C:\Windows\System32\MicrosoftEdgeCP.exe N/A | | 0 1816 C+G C:\Windows\System32\MicrosoftEdgeCP.exe N/A | | 0 1876 C+G C:\Windows\System32\MicrosoftEdgeCP.exe N/A | | 0 3392 C+G C:\Windows\System32\MicrosoftEdgeCP.exe N/A | | 0 4420 C+G C:\Windows\System32\MicrosoftEdgeCP.exe N/A | | 0 4612 C+G C:\Windows\System32\MicrosoftEdgeCP.exe N/A | | 0 5252 C+G C:\Windows\System32\MicrosoftEdgeCP.exe N/A | | 0 5316 C+G ...t_cw5n1h2txyewy\ShellExperienceHost.exe N/A | | 0 5412 C+G C:\Windows\explorer.exe N/A | | 0 5436 C+G C:\Windows\System32\MicrosoftEdgeCP.exe N/A | | 0 6176 C+G ...dows.Cortana_cw5n1h2txyewy\SearchUI.exe N/A | | 0 6300 C+G ...o\2017\Community\Common7\IDE\devenv.exe N/A | | 0 6672 C+G ...oftEdge_8wekyb3d8bbwe\MicrosoftEdge.exe N/A | | 0 6760 C+G C:\Program Files\Unity\Editor\Unity.exe N/A | | 0 6972 C+G ...mmersiveControlPanel\SystemSettings.exe N/A | | 0 7272 C+G ...46.60.0_x64kzf8qxf38zg5c\SkypeApp.exe N/A | | 0 7296 C+G C:\Windows\System32\MicrosoftEdgeCP.exe N/A | | 0 7316 C+G ....545.0_x64__8wekyb3d8bbwe\YourPhone.exe N/A | | 0 7988 C+G ...ge_8wekyb3d8bbwe\MicrosoftPdfReader.exe N/A | | 0 8060 C+G ...gram Files\Unity\Editor\UnityHelper.exe N/A | | 0 8112 C+G ...osoft.LockApp_cw5n1h2txyewy\LockApp.exe N/A | | 0 8204 C+G ...4.0_x648wekyb3d8bbwe\WinStore.App.exe N/A | | 0 8464 C+G C:\Windows\System32\MicrosoftEdgeCP.exe N/A | | 0 8884 C+G ...hell.Experiences.TextInput.InputApp.exe N/A | | 0 8920 C+G ...ost.CLR.x86\ServiceHub.Host.CLR.x86.exe N/A | | 0 9040 C+G ...x648wekyb3d8bbwe\Microsoft.Photos.exe N/A | | 0 9240 C+G C:\Windows\System32\MicrosoftEdgeSH.exe N/A | | 0 9308 C+G ...ge_8wekyb3d8bbwe\MicrosoftPdfReader.exe N/A | | 0 10456 C+G C:\Windows\System32\MicrosoftEdgeCP.exe N/A | | 0 10500 C+G C:\Windows\System32\MicrosoftEdgeCP.exe N/A | | 0 11128 C+G C:\Windows\System32\MicrosoftEdgeCP.exe N/A | | 0 11372 C+G ...11411.0_x648wekyb3d8bbwe\Video.UI.exe N/A | | 0 11584 C+G C:\Windows\System32\MicrosoftEdgeCP.exe N/A | | 0 11656 C+G C:\Windows\System32\MicrosoftEdgeCP.exe N/A | | 0 12084 C+G C:\Windows\System32\MicrosoftEdgeCP.exe N/A | | 0 12224 C+G C:\Windows\System32\MicrosoftEdgeCP.exe N/A | | 0 12388 C+G C:\Windows\System32\MicrosoftEdgeCP.exe N/A | | 0 13044 C+G C:\Windows\System32\MicrosoftEdgeCP.exe N/A | | 0 14100 C+G C:\Windows\System32\MicrosoftEdgeCP.exe N/A | | 0 14556 C+G C:\Windows\System32\MicrosoftEdgeCP.exe N/A | | 0 14652 C+G C:\Windows\System32\MicrosoftEdgeCP.exe N/A | | 0 14708 C+G C:\Windows\System32\MicrosoftEdgeCP.exe N/A | | 0 16524 C+G ...o\2019\Community\Common7\IDE\devenv.exe N/A | | 0 16628 C+G C:\Windows\System32\MicrosoftEdgeCP.exe N/A | | 0 16692 C+G ...o\2019\Community\Common7\IDE\devenv.exe N/A | | 0 17416 C+G C:\Windows\System32\MicrosoftEdgeCP.exe N/A | | 0 19168 C+G C:\Windows\System32\MicrosoftEdgeCP.exe N/A | | 0 19900 C+G C:\Windows\System32\MicrosoftEdgeCP.exe N/A | | 0 20496 C+G C:\Windows\System32\MicrosoftEdgeCP.exe N/A | | 0 22240 C+G C:\Windows\System32\MicrosoftEdgeCP.exe N/A | | 0 23092 C+G ..._x64__8wekyb3d8bbwe\Microsoft.Notes.exe N/A | | 0 24464 C+G C:\Windows\System32\MicrosoftEdgeCP.exe N/A | +-----------------------------------------------------------------------------+

AlexeyAB commented 5 years ago

Do you use repository https://github.com/stereolabs/zed-yolo ?

Can you successfully build this https://github.com/AlexeyAB/darknet repository
how to build https://github.com/AlexeyAB/darknet#how-to-compile-on-linux and run this command LD_LIBRARY_PATH=./:$LD_LIBRARY_PATH ./uselib data/coco.names cfg/yolov3.cfg yolov3.weights zed_camera

dephaniehe commented 5 years ago

Yes, I use the repository https://github.com/stereolabs/zed-yolo. I can build the https://github.com/AlexeyAB/darknet repository with CMake and successfully run the command uselib.exe data/coco.names cfg/yolov3.cfg yolov3.weights zed_camera.

cenit commented 5 years ago

@dephaniehe then maybe it’s a problem more related to that repository? @adujardin do you think it would be feasible to simplify the zed-yolo repo and just use this one as a submodule or better just the library as a dependency, linking to it, in order to adopt quicker fixes and enhancements?

adujardin commented 5 years ago

@cenit Yes, it would be better. The idea was to facilitate the setup, especially for the python sample which requires a specific path. I don't have time right now, but I'll update it later.

cenit commented 5 years ago

of course for any problem using darknet as an external library please let me know, your sdk would be a terrific public test for it. I think you'll need also a decent api surface enhacement if you were used to just building darknet inside your project.

dephaniehe commented 5 years ago

@dephaniehe then maybe it’s a problem more related to that repository? @adujardin do you think it would be feasible to simplify the zed-yolo repo and just use this one as a submodule or better just the library as a dependency, linking to it, in order to adopt quicker fixes and enhancements?

Also, I am using the GeForce RTX 2080Ti, will the floating operation affect the results?