Which combination of cudaDNN and CUDA 10.X works on Ubuntu 18.04?





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I'm trying to setup a GPU cluster on using tf-nightly-gpu-2.0-preview



After some hacks (will document if someone is interested) I got to the point where I see the following error:




python3: Relink /lib/x86_64-linux-gnu/libudev.so.1' with
/lib/x86_64-linux-gnu/librt.so.1' for IFUNC symbol `clock_gettime'
Segmentation fault (core dumped)




I've learned from other sources that installing cudaDNN seems to solve the issue (for whatever reason).



It also seems that tf-nightly-gpu-2.0-preview is linked to CUDA 10.0 (and not the latest 10.1)



I've successfully? installed cuda-repo-ubuntu1804_10.0.130-1_amd64.deb



I've also successfully? installed libcudnn7_7.5.0.56-1+cuda10.0_amd64.deb



But on the website I only find



libcudnn7-dev_7.5.0.56-1+cuda10.1_amd64.deb



and



libcudnn7-dev_7.4.2.24-1+cuda10.0_amd64.deb



Installing libcudnn7-dev_7.4.2.24-1+cuda10.0_amd64.deb gives me:



libcudnn7-dev depends on libcudnn7 (= 7.4.2.24-1+cuda10.0); however:
Version of libcudnn7 on system is 7.5.0.56-1+cuda10.0.



Installing libcudnn7-dev_7.5.0.56-1+cuda10.1_amd64.deb gives me:



libcudnn7-dev depends on libcudnn7 (= 7.5.0.56-1+cuda10.1); however:
Version of libcudnn7 on system is 7.5.0.56-1+cuda10.0.



Any ideas?










share|improve this question





























    0















    I'm trying to setup a GPU cluster on using tf-nightly-gpu-2.0-preview



    After some hacks (will document if someone is interested) I got to the point where I see the following error:




    python3: Relink /lib/x86_64-linux-gnu/libudev.so.1' with
    /lib/x86_64-linux-gnu/librt.so.1' for IFUNC symbol `clock_gettime'
    Segmentation fault (core dumped)




    I've learned from other sources that installing cudaDNN seems to solve the issue (for whatever reason).



    It also seems that tf-nightly-gpu-2.0-preview is linked to CUDA 10.0 (and not the latest 10.1)



    I've successfully? installed cuda-repo-ubuntu1804_10.0.130-1_amd64.deb



    I've also successfully? installed libcudnn7_7.5.0.56-1+cuda10.0_amd64.deb



    But on the website I only find



    libcudnn7-dev_7.5.0.56-1+cuda10.1_amd64.deb



    and



    libcudnn7-dev_7.4.2.24-1+cuda10.0_amd64.deb



    Installing libcudnn7-dev_7.4.2.24-1+cuda10.0_amd64.deb gives me:



    libcudnn7-dev depends on libcudnn7 (= 7.4.2.24-1+cuda10.0); however:
    Version of libcudnn7 on system is 7.5.0.56-1+cuda10.0.



    Installing libcudnn7-dev_7.5.0.56-1+cuda10.1_amd64.deb gives me:



    libcudnn7-dev depends on libcudnn7 (= 7.5.0.56-1+cuda10.1); however:
    Version of libcudnn7 on system is 7.5.0.56-1+cuda10.0.



    Any ideas?










    share|improve this question

























      0












      0








      0








      I'm trying to setup a GPU cluster on using tf-nightly-gpu-2.0-preview



      After some hacks (will document if someone is interested) I got to the point where I see the following error:




      python3: Relink /lib/x86_64-linux-gnu/libudev.so.1' with
      /lib/x86_64-linux-gnu/librt.so.1' for IFUNC symbol `clock_gettime'
      Segmentation fault (core dumped)




      I've learned from other sources that installing cudaDNN seems to solve the issue (for whatever reason).



      It also seems that tf-nightly-gpu-2.0-preview is linked to CUDA 10.0 (and not the latest 10.1)



      I've successfully? installed cuda-repo-ubuntu1804_10.0.130-1_amd64.deb



      I've also successfully? installed libcudnn7_7.5.0.56-1+cuda10.0_amd64.deb



      But on the website I only find



      libcudnn7-dev_7.5.0.56-1+cuda10.1_amd64.deb



      and



      libcudnn7-dev_7.4.2.24-1+cuda10.0_amd64.deb



      Installing libcudnn7-dev_7.4.2.24-1+cuda10.0_amd64.deb gives me:



      libcudnn7-dev depends on libcudnn7 (= 7.4.2.24-1+cuda10.0); however:
      Version of libcudnn7 on system is 7.5.0.56-1+cuda10.0.



      Installing libcudnn7-dev_7.5.0.56-1+cuda10.1_amd64.deb gives me:



      libcudnn7-dev depends on libcudnn7 (= 7.5.0.56-1+cuda10.1); however:
      Version of libcudnn7 on system is 7.5.0.56-1+cuda10.0.



      Any ideas?










      share|improve this question














      I'm trying to setup a GPU cluster on using tf-nightly-gpu-2.0-preview



      After some hacks (will document if someone is interested) I got to the point where I see the following error:




      python3: Relink /lib/x86_64-linux-gnu/libudev.so.1' with
      /lib/x86_64-linux-gnu/librt.so.1' for IFUNC symbol `clock_gettime'
      Segmentation fault (core dumped)




      I've learned from other sources that installing cudaDNN seems to solve the issue (for whatever reason).



      It also seems that tf-nightly-gpu-2.0-preview is linked to CUDA 10.0 (and not the latest 10.1)



      I've successfully? installed cuda-repo-ubuntu1804_10.0.130-1_amd64.deb



      I've also successfully? installed libcudnn7_7.5.0.56-1+cuda10.0_amd64.deb



      But on the website I only find



      libcudnn7-dev_7.5.0.56-1+cuda10.1_amd64.deb



      and



      libcudnn7-dev_7.4.2.24-1+cuda10.0_amd64.deb



      Installing libcudnn7-dev_7.4.2.24-1+cuda10.0_amd64.deb gives me:



      libcudnn7-dev depends on libcudnn7 (= 7.4.2.24-1+cuda10.0); however:
      Version of libcudnn7 on system is 7.5.0.56-1+cuda10.0.



      Installing libcudnn7-dev_7.5.0.56-1+cuda10.1_amd64.deb gives me:



      libcudnn7-dev depends on libcudnn7 (= 7.5.0.56-1+cuda10.1); however:
      Version of libcudnn7 on system is 7.5.0.56-1+cuda10.0.



      Any ideas?







      18.04 nvidia cuda






      share|improve this question













      share|improve this question











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      asked 23 mins ago









      user3656912user3656912

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