Let other applications use Matlab's version of the CUDA toolkit

조회 수: 11(최근 30일)
Matt J
Matt J 2020년 12월 2일
댓글: Jason Ross 2020년 12월 9일
I have an external piece of CUDA code that needs to know the path to the CUDA Toolkit in order to compile. Rather than installing a separate version of the CUDA Toolkit, I would like to use the installation already established on my machine by the Parallel Computing Toolbox (under R2018a). Is that possible, and if so, how do I locate Matlab's copy of the CUDA toolkit?
  댓글 수: 3
Michal
Michal 2020년 12월 8일
I have very similar problem, see here. So far, I only found several unofficial tutorials how to install supported CUDA Toolkit 10.2 on Ubuntu Linux 20.04 (officially supported linux distribution!!!) but without any success. In one case the installation of proper version of GCC broke my whole linux OS functionality??!! The main problem is the GCC compiler version compatibility. CUDA toolkit 10.2 requires GCC 7, but Ubuntu 20.04 has as default GCC 9.
From my point of view is the whole problem very hard to solve to get full CUDA functionality on latest MATLAB versions in general.

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채택된 답변

Jason Ross
Jason Ross 2020년 12월 4일
There's a difference between the whole toolkit installation and redistributable libraries. If you are compiling things you likely need access to the nvcc compiler and other things like that -- which aren't shipped or installed with MATLAB. On the GPU support by release page, this is called out where it talks about compiling applications. Note that for basic GPU gpuArray type funtions to work, your only need the driver installed -- the SDK is not required. There's more detail in this section:
CUDA Toolkit
If you want to use CUDA kernel objects or use GPU Coder, you must install a CUDA Toolkit. The CUDA Toolkit contains CUDA libraries and tools for compilation.
  댓글 수: 6
Jason Ross
Jason Ross 2020년 12월 9일
Matt J -- thanks for the link, it was very helpful in illistrating what we can improve. I've filed an enhancement to see if we can at least further document exactly what patch level we are using with each release, and I've included this Answer as a reference.

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추가 답변(1개)

Bjorn Gustavsson
Bjorn Gustavsson 2020년 12월 2일
0: I have no idea about legalities.
1, I found a lot with unix find:
$ find ./ -iname \*cuda\*.so\*
./R2020a/bin/glnxa64/libopencv_cudalegacy.so.3.4
./R2020a/bin/glnxa64/libopencv_cudabgsegm.so.3.4.0
./R2020a/bin/glnxa64/libopencv_cudaobjdetect.so.3.4
./R2020a/bin/glnxa64/libicudata.so.64.2
./R2020a/bin/glnxa64/libopencv_cudafeatures2d.so.3.4.0
./R2020a/bin/glnxa64/libopencv_cudaoptflow.so.3.4.0
./R2020a/bin/glnxa64/libopencv_cudaarithm.so.3.4.0
./R2020a/bin/glnxa64/libopencv_cudafilters.so.3.4
./R2020a/bin/glnxa64/libcudart.so.10.1
./R2020a/bin/glnxa64/libopencv_cudalegacy.so.3.4.0
./R2020a/bin/glnxa64/libopencv_cudaimgproc.so.3.4.0
./R2020a/bin/glnxa64/libopencv_cudaarithm.so.3.4
./R2020a/bin/glnxa64/libopencv_cudabgsegm.so.3.4
./R2020a/bin/glnxa64/libopencv_cudaobjdetect.so.3.4.0
./R2020a/bin/glnxa64/libopencv_cudawarping.so.3.4.0
./R2020a/bin/glnxa64/libopencv_cudawarping.so.3.4
./R2020a/bin/glnxa64/libicudata.so.64
./R2020a/bin/glnxa64/libopencv_cudafeatures2d.so.3.4
./R2020a/bin/glnxa64/libopencv_cudafilters.so.3.4.0
./R2020a/bin/glnxa64/libopencv_cudastereo.so.3.4
./R2020a/bin/glnxa64/libcudart.so.10.1.105
./R2020a/bin/glnxa64/libopencv_cudaoptflow.so.3.4
./R2020a/bin/glnxa64/libopencv_cudastereo.so.3.4.0
./R2020a/bin/glnxa64/libopencv_cudaimgproc.so.3.4
./R2013a/bin/glnxa64/libicudata.so.49
./R2013a/bin/glnxa64/libicudata.so.49.1.2
./R2013a/bin/glnxa64/libcudart.so.5.0.35
./R2013a/bin/glnxa64/libcudart.so.5.0
$ find ./ -iname \*cuda\*.a\*
./R2020a/bin/glnxa64/libcudadevrt.a
./R2020a/bin/glnxa64/libmwgpucoder_cuda.a
./R2020a/sys/cuda/glnxa64/cuda/lib64/libcudart_static.a
If you're not in a Linux/Unix OS, you should be able to find your way to similar lib-files.
HTH

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