78Alpha
commented
3 years ago A lot of these types of programs are heavily reliant on the tensorflow/pytorch build that is usually built against a certain version of cuda. You could potentially compile your own against a newer version, but it still may not work.
It may just a need a rewrite to the new version completely, but that comes with retraining as well.
Cuda 8 though, that's... ancient. I don't think I even have a piece of hardware that can run that low.
It seems my 2080ti driver not compatible with CUDA 8 anymore (mine is CUDA 10.2). I tried to build Caffe with10.2 but it kept sending this error:
Severity Code Description Project File Line Suppression State
Error MSB3721 The command ""C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v10.2;\bin\nvcc.exe" -gencode=arch=compute_35,code=\"sm_35,compute_35\" -gencode=arch=compute_52,code=\"sm_52,compute_52\" --use-local-env -ccbin "C:\Program Files (x86)\Microsoft Visual Studio\2019\Community\VC\Tools\MSVC\14.26.28801\bin\HostX86\x64" -x cu -I"C:\Tools\AI\VideoProduction\Deep-Exemplar-based-Colorization-master\NugetPackages\lmdb-v120-clean.0.9.14.0\build\native....\lib\native\include" -I"C:\Tools\AI\VideoProduction\Deep-Exemplar-based-Colorization-master\NugetPackages\LevelDB-vc120.1.2.0.0\build\native../..//build/native/include/" -I"C:\Tools\AI\VideoProduction\Deep-Exemplar-based-Colorization-master\NugetPackages\protobuf-v120.2.6.1\build\native../..//build/native/include/" -I"C:\Tools\AI\VideoProduction\Deep-Exemplar-based-Colorization-master\NugetPackages\glog.0.3.3.0\build\native../..//build/native/include/" -I"C:\Tools\AI\VideoProduction\Deep-Exemplar-based-Colorization-master\NugetPackages\gflags.2.1.2.1\build\native../..///build/native/include/" -I"C:\Tools\AI\VideoProduction\Deep-Exemplar-based-Colorization-master\NugetPackages\boost.1.59.0.0\build\native....\lib\native\include\" -I"C:\Tools\AI\VideoProduction\Deep-Exemplar-based-Colorization-master\NugetPackages\hdf5-v120-complete.1.8.15.2\build\native....\lib\native\include" -I"C:\Tools\AI\VideoProduction\Deep-Exemplar-based-Colorization-master\NugetPackages\OpenBLAS.0.2.14.1\build\native....\lib\native\include" -I"C:\Tools\AI\VideoProduction\Deep-Exemplar-based-Colorization-master\NugetPackages\OpenCV.2.4.10\build\native../../build/native/include/" -I"C:\Tools\AI\VideoProduction\Deep-Exemplar-based-Colorization-master\similarity_subnet\windows\libcaffe\....\src\" -I"C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v10.2" -I\include -I"C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v10.2" -I\include -G -lineinfo --keep-dir C:\Tools\AI\VideoProduction\Deep-Exemplar-based-Colorization-master\similarity_subnet\windows..\Build\Int\libcaffe\x64\Debug -maxrregcount=0 --machine 64 --compile -cudart static -Xcudafe "--diag_suppress=exception_spec_override_incompat --diag_suppress=useless_using_declaration --diag_suppress=field_without_dll_interface" -D_SCL_SECURE_NO_WARNINGS -DGFLAGS_DLL_DECL= -g -DHAS_LMDB -DHAS_HDF5 -DHAS_OPENBLAS -DHAS_OPENCV -D_DEBUG -D_SCL_SECURE_NO_WARNINGS -DUSE_OPENCV -DUSE_LEVELDB -DUSE_LMDB -DUSE_CUDNN -D_UNICODE -DUNICODE -Xcompiler "/EHsc /W1 /nologo /Od /FdC:\Tools\AI\VideoProduction\Deep-Exemplar-based-Colorization-master\similarity_subnet\windows..\Build\Int\libcaffe\x64\Debug\libcaffe.pdb /FS /Zi /RTC1 /MDd " -o C:\Tools\AI\VideoProduction\Deep-Exemplar-based-Colorization-master\similarity_subnet\windows..\Build\Int\libcaffe\x64\Debug\absval_layer.cu.obj "C:\Tools\AI\VideoProduction\Deep-Exemplar-based-Colorization-master\similarity_subnet\src\caffe\layers\absval_layer.cu"" exited with code 1. libcaffe C:\Program Files (x86)\Microsoft Visual Studio\2019\Community\MSBuild\Microsoft\VC\v160\BuildCustomizations\CUDA 10.2.targets 764
Is there any way to fix this issue? Thank you!