Openpose: Out of memory. How to check cuDNN is installed/enabled?
Issue summary
Running out of memory when running OpenPoseDemo.exe. I saw the FAQ about checking cuDNN is installed/enabled, but I'm not sure how to do this. I tried reinstalling Caffe and CUDA, but still run out of memory.
Executed command (if any)
bin\OpenPoseDemo.exe --video examples/media/video.avi
OpenPose output (if any)
F0609 15:43:06.328490 10640 syncedem.cpp:71] Check failed: error == cudaSuccess (2 vs. 0) out of memory
Type of issue
You might select multiple topics, delete the rest:
- Compilation/installation error
- Execution error
- Help wanted
Your system configuration
Operating system): Windows 8.1
CUDA version (cat /usr/local/cuda/version.txt in most cases): 8.0.61
cuDNN version: 8.0 windows7 x64 v5.1
GPU model: NVIDIA GeForce GT 540M, Intel(R) HD Graphics 3000
Caffe version: Default from OpenPose
OpenCV version: Default
Compiler: Visual Studio 2015
aerotran
All 6 comments
Hardware requirements: NVIDIA graphics card with at least 1.5 GB available.
The Intel would not work, and the GT 540M only hast 1.5 GB, and the OS usually uses around 300 MB, so you cannot fit default OpenPose there.
You can try reducing the net_resolution as the FAQ suggest. that is your only shoot
Side note: if cuDNN were not enabled, OpenPose would give you a different error unless you manually disabled cuDNN in OpenPose.
gineshidalgo99
on 10 Jun 2017
Shoot. Okay, thanks for the response.
aerotran
on 10 Jun 2017
Just in case anyone comes here looking for installing openpose without CuDNN (since your GFX card doesn't support it), please mind this point from FAQ. It's useless if you have an older card which CuDNN doesn't support as its RAM is anyways not going to be anywhere near 12GB.
@gineshidalgo99 am i safe in assuming the above?
skrish13
on 30 Jun 2017
@skrish13 Maybe using the default configuration and a very very small net_resolution (start trying with 160x160 to see if its fits), it might work, but this would only work with people taking most of the image. Let me know if you try the results. Thanks!
gineshidalgo99
on 30 Jun 2017
Oh, right. okay. Will do! Will be interesting to see how it works on that resolution :)
skrish13
on 30 Jun 2017
Yeah, it will definitively be. Please, it'd be great if you post your required GPU (or if out-of-memory still appears) or any results you can get for other people. Thanks
EDITED: Please, continue the issue on #119
gineshidalgo99
on 30 Jun 2017
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Most helpful comment
Hardware requirements: NVIDIA graphics card with at least 1.5 GB available.
The Intel would not work, and the GT 540M only hast 1.5 GB, and the OS usually uses around 300 MB, so you cannot fit default OpenPose there.
You can try reducing the
net_resolutionas the FAQ suggest. that is your only shootSide note: if cuDNN were not enabled, OpenPose would give you a different error unless you manually disabled cuDNN in OpenPose.