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I'm trying to run tensorflow with CUDA 10.1 and I read that tensorflow-gpu 1.14 supports CUDA 10.1.

However, when I start my script with tensorflow I got the following errors:

2020-02-08 17:13:14.766343: I tensorflow/stream_executor/platform/default/dso_loader.cc:53] Could not dlopen library 'libcudart.so.10.0'; dlerror: libcudart.so.10.0: cannot open shared object file: No such file or directory; LD_LIBRARY_PATH: /usr/local/nvidia/lib:/usr/local/nvidia/lib64: 2020-02-08 17:13:14.766512: I tensorflow/stream_executor/platform/default/dso_loader.cc:53] Could not dlopen library 'libcublas.so.10.0'; dlerror: libcublas.so.10.0: cannot open shared object file: No such file or directory; LD_LIBRARY_PATH: /usr/local/nvidia/lib:/usr/local/nvidia/lib64: 2020-02-08 17:13:14.766672: I tensorflow/stream_executor/platform/default/dso_loader.cc:53] Could not dlopen library 'libcufft.so.10.0'; dlerror: libcufft.so.10.0: cannot open shared object file: No such file or directory; LD_LIBRARY_PATH: /usr/local/nvidia/lib:/usr/local/nvidia/lib64: 2020-02-08 17:13:14.766831: I tensorflow/stream_executor/platform/default/dso_loader.cc:53] Could not dlopen library 'libcurand.so.10.0'; dlerror: libcurand.so.10.0: cannot open shared object file: No such file or directory; LD_LIBRARY_PATH: /usr/local/nvidia/lib:/usr/local/nvidia/lib64: 2020-02-08 17:13:14.766986: I tensorflow/stream_executor/platform/default/dso_loader.cc:53] Could not dlopen library 'libcusolver.so.10.0'; dlerror: libcusolver.so.10.0: cannot open shared object file: No such file or directory; LD_LIBRARY_PATH: /usr/local/nvidia/lib:/usr/local/nvidia/lib64: 2020-02-08 17:13:14.767151: I tensorflow/stream_executor/platform/default/dso_loader.cc:53] Could not dlopen library 'libcusparse.so.10.0'; dlerror: libcusparse.so.10.0: cannot open shared object file: No such file or directory; LD_LIBRARY_PATH: /usr/local/nvidia/lib:/usr/local/nvidia/lib64: 2020-02-08 17:13:14.775555: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 2020-02-08 17:13:14.775594: W tensorflow/core/common_runtime/gpu/gpu_device.cc:1663] Cannot dlopen some GPU libraries. Skipping registering GPU devices...

Could anyone help me?

talonmies
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pairon
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  • In order to use tensorflow-gpu with CUDA 10.1 you will have to build tensorflow-gpu with CUDA 10.1 yourself or download a pre-compiled version that was build with CUDA 10.1, it seems that the version you are using was compiled with CUDA 10.0 – Black0ut Feb 08 '20 at 16:25
  • Do you know some source to download a precompiled version? I'm hosting my script in a remote machine owned by the university, so I can't do complex shell-stuff on it – pairon Feb 08 '20 at 16:44
  • Check out this link: https://medium.com/@fmorenovr/installing-successfully-cuda-10-1-and-tensorflow-1-14-to-enable-gpu-processing-1b220dcb23b9 – Black0ut Feb 08 '20 at 16:52

1 Answers1

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UPDATE:

Here's a link to the officially supported versions of TensorFlow and CUDA.

TensorFlow 1.14 supports CUDA 10. Check this table of supported versions (it's not so up to date, but TF1.14 is specified there).

Raz Rotenberg
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