Closed vusdo closed 7 years ago
On this TX1, the libcudnn libraries are in /usr/lib/aarch64-linux-gnu/ Did you use JetPack 2.3.1 to install cuDNN? Has cuDNN been moved? You may be able to reconfigure it. See the script: setTensorFlow.sh You can run the configure.sh script in the tensorflow directory manually if need be.
move cudnn default path : /usr/local/cuda/
cudnn5.1 download and install.. tar xvzf cudnn-8.0-linux-x64-v5.1-ga.tgz sudo cp -P cuda/include/cudnn.h /usr/local/cuda/include sudo cp -P cuda/lib64/libcudnn /usr/local/cuda/lib64 sudo chmod a+r /usr/local/cuda/include/cudnn.h /usr/local/cuda/lib64/libcudnn
help me. (__)
You can either move the cudnn libraries as stated above to: /usr/lib/aarch64-linux-gnu/ or reconfigure tensorflow using the configure.sh file.
Success.. tensorflow web site.. never cuDNN Download.. tx1 depend cuDNN install..
Thank you..
Excellent, glad you got it to work.
` nvidia@tegra-ubuntu:~/tensorflow$ time python tensorflow/models/image/mnist/convolutional.py I tensorflow/stream_executor/dso_loader.cc:111] successfully opened CUDA library libcublas.so.8.0 locally I tensorflow/stream_executor/dso_loader.cc:105] _Couldn't open CUDA library libcudnn.so.5.1.5. LD_LIBRARYPATH: /usr/local/cuda-8.0/lib64: I tensorflow/stream_executor/cuda/cuda_dnn.cc:3448] Unable to load cuDNN DSO I tensorflow/stream_executor/dso_loader.cc:111] successfully opened CUDA library libcufft.so.8.0 locally I tensorflow/stream_executor/dso_loader.cc:111] successfully opened CUDA library libcuda.so.1 locally I tensorflow/stream_executor/dso_loader.cc:111] successfully opened CUDA library libcurand.so.8.0 locally Extracting data/train-images-idx3-ubyte.gz Extracting data/train-labels-idx1-ubyte.gz Extracting data/t10k-images-idx3-ubyte.gz Extracting data/t10k-labels-idx1-ubyte.gz I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:892] ARM has no NUMA node, hardcoding to return zero I tensorflow/core/common_runtime/gpu/gpu_device.cc:951] Found device 0 with properties: name: NVIDIA Tegra X1 major: 5 minor: 3 memoryClockRate (GHz) 0.072 pciBusID 0000:00:00.0 Total memory: 3.90GiB Free memory: 1.54GiB I tensorflow/core/common_runtime/gpu/gpu_device.cc:972] DMA: 0 I tensorflow/core/common_runtime/gpu/gpu_device.cc:982] 0: Y I tensorflow/core/common_runtime/gpu/gpu_device.cc:1041] Creating TensorFlow device (/gpu:0) -> (device: 0, name: NVIDIA Tegra X1, pci bus id: 0000:00:00.0) Initialized! F tensorflow/stream_executor/cuda/cuda_dnn.cc:211] could not find cudnnCreate in cudnn DSO; dlerror: /usr/local/lib/python2.7/dist-packages/tensorflow/python/_pywrap_tensorflow.so: undefined symbol: cudnnCreate Aborted
real 0m6.081s user 0m4.210s sys 0m1.680s
`
` nvidia@tegra-ubuntu:/usr/local/cuda-8.0/lib64$ ls -al | grep libcudnn
lrwxrwxrwx 1 root root 13 Dec 28 20:12 libcudnn.so -> libcudnn.so.5 lrwxrwxrwx 1 root root 17 Dec 28 20:12 libcudnn.so.5 -> libcudnn.so.5.1.5 -rwxrwxrwx 1 root root 79337624 Dec 28 20:12 libcudnn.so.5.1.5 -rw-r--r-- 1 root root 69756172 Dec 28 20:12 libcudnn_static.a `