Error occurred when validate the cuDNN installation

AI & Data Science Deep Learning (Training & Inference) cuDNN
1

The below error occurred when I validated the cuDNN installation and before that, I completely installed the NVIDIA driver (Driver Version: 525.60.11) and CUDA(11.8).

rm -rf *o
rm -rf mnistCUDNN
CUDA_VERSION is 11080
Linking agains cublasLt = true
CUDA VERSION: 11080
TARGET ARCH: x86_64
HOST_ARCH: x86_64
TARGET OS: linux
SMS: 35 50 53 60 61 62 70 72 75 80 86 87
/usr/local/cuda/bin/nvcc -I/usr/local/cuda/include -I/usr/local/cuda/include -IFreeImage/include  -ccbin g++ -m64    -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=sm_50 -gencode arch=compute_53,code=sm_53 -gencode arch=compute_60,code=sm_60 -gencode arch=compute_61,code=sm_61 -gencode arch=compute_62,code=sm_62 -gencode arch=compute_70,code=sm_70 -gencode arch=compute_72,code=sm_72 -gencode arch=compute_75,code=sm_75 -gencode arch=compute_80,code=sm_80 -gencode arch=compute_86,code=sm_86 -gencode arch=compute_87,code=sm_87 -gencode arch=compute_87,code=compute_87 -o fp16_dev.o -c fp16_dev.cu
nvcc warning : The 'compute_35', 'compute_37', 'sm_35', and 'sm_37' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).
g++ -I/usr/local/cuda/include -I/usr/local/cuda/include -IFreeImage/include   -o fp16_emu.o -c fp16_emu.cpp
g++ -I/usr/local/cuda/include -I/usr/local/cuda/include -IFreeImage/include   -o mnistCUDNN.o -c mnistCUDNN.cpp
/usr/local/cuda/bin/nvcc   -ccbin g++ -m64      -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=sm_50 -gencode arch=compute_53,code=sm_53 -gencode arch=compute_60,code=sm_60 -gencode arch=compute_61,code=sm_61 -gencode arch=compute_62,code=sm_62 -gencode arch=compute_70,code=sm_70 -gencode arch=compute_72,code=sm_72 -gencode arch=compute_75,code=sm_75 -gencode arch=compute_80,code=sm_80 -gencode arch=compute_86,code=sm_86 -gencode arch=compute_87,code=sm_87 -gencode arch=compute_87,code=compute_87 -o mnistCUDNN fp16_dev.o fp16_emu.o mnistCUDNN.o -I/usr/local/cuda/include -I/usr/local/cuda/include -IFreeImage/include -L/usr/local/cuda/lib64 -L/usr/local/cuda/lib64 -L/usr/local/cuda/lib64 -lcublasLt -LFreeImage/lib/linux/x86_64 -LFreeImage/lib/linux -lcudart -lcublas -lcudnn -lfreeimage -lstdc++ -lm
nvcc warning : The 'compute_35', 'compute_37', 'sm_35', and 'sm_37' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).
/usr/bin/ld: /usr/lib/gcc/x86_64-linux-gnu/9/../../../x86_64-linux-gnu/libfreeimage.so: undefined reference to `TIFFReadEncodedStrip@LIBTIFF_4.0'
/usr/bin/ld: /usr/lib/gcc/x86_64-linux-gnu/9/../../../x86_64-linux-gnu/libfreeimage.so: undefined reference to `TIFFReadEXIFDirectory@LIBTIFF_4.0'
/usr/bin/ld: /usr/lib/gcc/x86_64-linux-gnu/9/../../../x86_64-linux-gnu/libfreeimage.so: undefined reference to `TIFFFieldReadCount@LIBTIFF_4.0'
/usr/bin/ld: /usr/lib/gcc/x86_64-linux-gnu/9/../../../x86_64-linux-gnu/libfreeimage.so: undefined reference to `TIFFSetTagExtender@LIBTIFF_4.0'
/usr/bin/ld: /usr/lib/gcc/x86_64-linux-gnu/9/../../../x86_64-linux-gnu/libfreeimage.so: undefined reference to `TIFFCurrentDirectory@LIBTIFF_4.0'
/usr/bin/ld: /usr/lib/gcc/x86_64-linux-gnu/9/../../../x86_64-linux-gnu/libfreeimage.so: undefined reference to `TIFFReadTile@LIBTIFF_4.0'
/usr/bin/ld: /usr/lib/gcc/x86_64-linux-gnu/9/../../../x86_64-linux-gnu/libfreeimage.so: undefined reference to `TIFFSetDirectory@LIBTIFF_4.0'
/usr/bin/ld: /usr/lib/gcc/x86_64-linux-gnu/9/../../../x86_64-linux-gnu/libfreeimage.so: undefined reference to `TIFFClientOpen@LIBTIFF_4.0'
/usr/bin/ld: /usr/lib/gcc/x86_64-linux-gnu/9/../../../x86_64-linux-gnu/libfreeimage.so: undefined reference to `TIFFSetField@LIBTIFF_4.0'
/usr/bin/ld: /usr/lib/gcc/x86_64-linux-gnu/9/../../../x86_64-linux-gnu/libfreeimage.so: undefined reference to `TIFFScanlineSize@LIBTIFF_4.0'
/usr/bin/ld: /usr/lib/gcc/x86_64-linux-gnu/9/../../../x86_64-linux-gnu/libfreeimage.so: undefined reference to `TIFFWriteDirectory@LIBTIFF_4.0'
/usr/bin/ld: /usr/lib/gcc/x86_64-linux-gnu/9/../../../x86_64-linux-gnu/libfreeimage.so: undefined reference to `TIFFTileRowSize@LIBTIFF_4.0'
/usr/bin/ld: /usr/lib/gcc/x86_64-linux-gnu/9/../../../x86_64-linux-gnu/libfreeimage.so: undefined reference to `TIFFWriteScanline@LIBTIFF_4.0'
/usr/bin/ld: /usr/lib/gcc/x86_64-linux-gnu/9/../../../x86_64-linux-gnu/libfreeimage.so: undefined reference to `TIFFGetFieldDefaulted@LIBTIFF_4.0'
/usr/bin/ld: /usr/lib/gcc/x86_64-linux-gnu/9/../../../x86_64-linux-gnu/libfreeimage.so: undefined reference to `TIFFReadDirectory@LIBTIFF_4.0'
/usr/bin/ld: /usr/lib/gcc/x86_64-linux-gnu/9/../../../x86_64-linux-gnu/libfreeimage.so: undefined reference to `TIFFIsTiled@LIBTIFF_4.0'
/usr/bin/ld: /usr/lib/gcc/x86_64-linux-gnu/9/../../../x86_64-linux-gnu/libfreeimage.so: undefined reference to `TIFFFieldDataType@LIBTIFF_4.0'
/usr/bin/ld: /usr/lib/gcc/x86_64-linux-gnu/9/../../../x86_64-linux-gnu/libfreeimage.so: undefined reference to `TIFFSwabArrayOfLong@LIBTIFF_4.0'
/usr/bin/ld: /usr/lib/gcc/x86_64-linux-gnu/9/../../../x86_64-linux-gnu/libfreeimage.so: undefined reference to `TIFFMergeFieldInfo@LIBTIFF_4.0'
/usr/bin/ld: /usr/lib/gcc/x86_64-linux-gnu/9/../../../x86_64-linux-gnu/libfreeimage.so: undefined reference to `_TIFFDataSize@LIBTIFF_4.0'
/usr/bin/ld: /usr/lib/gcc/x86_64-linux-gnu/9/../../../x86_64-linux-gnu/libfreeimage.so: undefined reference to `TIFFSetSubDirectory@LIBTIFF_4.0'
/usr/bin/ld: /usr/lib/gcc/x86_64-linux-gnu/9/../../../x86_64-linux-gnu/libfreeimage.so: undefined reference to `TIFFFieldPassCount@LIBTIFF_4.0'
/usr/bin/ld: /usr/lib/gcc/x86_64-linux-gnu/9/../../../x86_64-linux-gnu/libfreeimage.so: undefined reference to `TIFFFieldWithTag@LIBTIFF_4.0'
/usr/bin/ld: /usr/lib/gcc/x86_64-linux-gnu/9/../../../x86_64-linux-gnu/libfreeimage.so: undefined reference to `TIFFReadRGBAImage@LIBTIFF_4.0'
/usr/bin/ld: /usr/lib/gcc/x86_64-linux-gnu/9/../../../x86_64-linux-gnu/libfreeimage.so: undefined reference to `TIFFClose@LIBTIFF_4.0'
/usr/bin/ld: /usr/lib/gcc/x86_64-linux-gnu/9/../../../x86_64-linux-gnu/libfreeimage.so: undefined reference to `TIFFGetTagListCount@LIBTIFF_4.0'
/usr/bin/ld: /usr/lib/gcc/x86_64-linux-gnu/9/../../../x86_64-linux-gnu/libfreeimage.so: undefined reference to `TIFFDefaultStripSize@LIBTIFF_4.0'
/usr/bin/ld: /usr/lib/gcc/x86_64-linux-gnu/9/../../../x86_64-linux-gnu/libfreeimage.so: undefined reference to `TIFFFieldTag@LIBTIFF_4.0'
/usr/bin/ld: /usr/lib/gcc/x86_64-linux-gnu/9/../../../x86_64-linux-gnu/libfreeimage.so: undefined reference to `TIFFGetTagListEntry@LIBTIFF_4.0'
/usr/bin/ld: /usr/lib/gcc/x86_64-linux-gnu/9/../../../x86_64-linux-gnu/libfreeimage.so: undefined reference to `TIFFComputeStrip@LIBTIFF_4.0'
/usr/bin/ld: /usr/lib/gcc/x86_64-linux-gnu/9/../../../x86_64-linux-gnu/libfreeimage.so: undefined reference to `TIFFDataWidth@LIBTIFF_4.0'
/usr/bin/ld: /usr/lib/gcc/x86_64-linux-gnu/9/../../../x86_64-linux-gnu/libfreeimage.so: undefined reference to `TIFFFieldName@LIBTIFF_4.0'
/usr/bin/ld: /usr/lib/gcc/x86_64-linux-gnu/9/../../../x86_64-linux-gnu/libfreeimage.so: undefined reference to `TIFFIsByteSwapped@LIBTIFF_4.0'
/usr/bin/ld: /usr/lib/gcc/x86_64-linux-gnu/9/../../../x86_64-linux-gnu/libfreeimage.so: undefined reference to `TIFFGetField@LIBTIFF_4.0'
/usr/bin/ld: /usr/lib/gcc/x86_64-linux-gnu/9/../../../x86_64-linux-gnu/libfreeimage.so: undefined reference to `TIFFTileSize@LIBTIFF_4.0'
/usr/bin/ld: /usr/lib/gcc/x86_64-linux-gnu/9/../../../x86_64-linux-gnu/libfreeimage.so: undefined reference to `TIFFStripSize@LIBTIFF_4.0'
collect2: error: ld returned 1 exit status
make: *** [Makefile:235: mnistCUDNN] Error 1

I tried both Linux x86_64 (Tar) and Ubuntu20.04 x86_64 (Deb). I referred NVIDIA CUDNN DOCUMENTATION. The error occurred at step3 of 1.4. Verifying the Install on Linux.

My environment is Ubuntu 20.04, and I am using Geforce RTX 3090.

2

Hi @psh9002 ,
Mostly this happens because of mismatch between CUDA and CUDNN versions.
can you please verify the compatibility from the support matrix.

Thanks

1 Like
3

Thanks for your reply, AakankshaS.

When I checked the Supported NVIDIA Hardware and CUDA version, cuDNN 8.7.0 for CUDA 11.8 is compatible. Um… If my environment cannot execute the verifying cuDNN sample, this means cuDNN cannot work well? There were any errors during install cuDNN 8.7.0 (both Deb and Tar).

4

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