Just an aside if you install the development version and samples you can double check the installation by building mnistCUDNN
$ cd $HOME/cudnn_samples_v7/mnistCUDNN
$ make clean && make
$ ./mnistCUDNN
Result should be
Test Passed
So with regards to nvidia and cudnn
things worked but notebooks 02a and 06
failed on the failed to get convolution algorithm
. All my environment variables seemed correct so following the link from;
I uninstalled from the conda env
the cudnn library
run the kernel restart option
of the notebook and was able to proceed past that cell of the notebook.
Below is the installed list for cud*
sudo apt list --installed | grep cud
[sudo] password for dl:
WARNING: apt does not have a stable CLI interface. Use with caution in scripts.
cuda-10-1/unknown,now 10.1.105-1 amd64 [installed]
cuda-command-line-tools-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-compiler-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-cudart-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-cudart-dev-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-cufft-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-cufft-dev-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-cuobjdump-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-cupti-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-curand-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-curand-dev-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-cusolver-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-cusolver-dev-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-cusparse-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-cusparse-dev-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-demo-suite-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-documentation-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-driver-dev-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-drivers/unknown,now 418.40.04-1 amd64 [installed,automatic]
cuda-gdb-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-gpu-library-advisor-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-libraries-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-libraries-dev-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-license-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-memcheck-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-misc-headers-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-npp-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-npp-dev-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-nsight-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-nsight-compute-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-nsight-systems-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-nvcc-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-nvdisasm-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-nvgraph-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-nvgraph-dev-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-nvjpeg-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-nvjpeg-dev-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-nvml-dev-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-nvprof-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-nvprune-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-nvrtc-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-nvrtc-dev-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-nvtx-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-nvvp-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-runtime-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-samples-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-sanitizer-api-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-toolkit-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-tools-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
cuda-visual-tools-10-1/unknown,now 10.1.105-1 amd64 [installed,automatic]
libcudnn7/now 7.5.0.56-1+cuda10.1 amd64 [installed,local]
libcudnn7-dev/now 7.5.0.56-1+cuda10.1 amd64 [installed,local]
libcudnn7-doc/now 7.5.0.56-1+cuda10.1 amd64 [installed,local]