TensorFlow GPU on Ubuntu 24.04: The Complete Guide (CUDA, cuDNN, TensorRT) - Jupyter lab and VS Code

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  • เผยแพร่เมื่อ 18 ธ.ค. 2024

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  • @Syed-m4h
    @Syed-m4h 4 หลายเดือนก่อน +7

    To anyone else searching, this is the one you have been looking for. A walkthrough smoother than butter. You,Sir , are a world class instructor and deserve the utmost recognition for this intuitive demonstration. Liked and subscribed.

    • @TechJotters24
      @TechJotters24  20 วันที่ผ่านมา +1

      Thank you sir!!! And sorry for the late reply.

  • @jlyonia
    @jlyonia 5 หลายเดือนก่อน +3

    Please add me to the list of people praising your efforts here in creating this video. Thank you so much. Your assistance was invaluable. Thanks for sharing your knowledge so completely and simply.

  • @mountainwood
    @mountainwood หลายเดือนก่อน +1

    You should add a "thank you" button to your videos so you can be rewarded for your work

  • @baldrianforte
    @baldrianforte 3 หลายเดือนก่อน +2

    Thanks for the tutorial. I was so frustrated because with different tutorials on the internet there were always different strange error messages that I couldn't understand. (I want to switch from Windows to Ubuntu and don't know Linux well yet) I spent several evenings digging through forums and installation guides. This guide is the first one that works as stated in the video.

    • @TechJotters24
      @TechJotters24  2 หลายเดือนก่อน

      Glad I could help!

  • @ChinmayRamdasi
    @ChinmayRamdasi 3 หลายเดือนก่อน +3

    I installed on my ubuntu 22.04 with RTX 3050 without miniconda. And finally I can start my TF jourrney. Thank you so much

  • @brianpark999
    @brianpark999 5 หลายเดือนก่อน +2

    Hi, thank you for the video.
    I solved these problems with TensorFlow 2.16.1
    Thanks again!!!!
    Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered
    Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered
    Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered

    • @szymonsitarz5007
      @szymonsitarz5007 4 หลายเดือนก่อน

      Hi, could you tell me how you solved this problem?

    • @brianpark999
      @brianpark999 4 หลายเดือนก่อน

      @@szymonsitarz5007 Hi, I just added the version option when I installed TensorFlow! Only 2.16.1 worked for me.

    • @szymonsitarz5007
      @szymonsitarz5007 4 หลายเดือนก่อน

      ​@@brianpark999 Thank you so much! That solved my problem :D

    • @brianpark999
      @brianpark999 4 หลายเดือนก่อน

      @@szymonsitarz5007 My pleasure!! I'm so glad to hear that!!!!!

  • @flummibergertv3083
    @flummibergertv3083 29 วันที่ผ่านมา

    Been looking for this video for ages. Cant thank you enough!

  • @oziousmegasus9201
    @oziousmegasus9201 4 หลายเดือนก่อน +1

    you deserve 1M likes, I have been trying to install this for months, even the official TF doesnt show how to install tensorrt.

    • @VioFax
      @VioFax 4 หลายเดือนก่อน

      It's gate keeping. Plain and simple. It's all by design. So drunk grandpa's can't build a terminator.

  • @cafeecomputacao
    @cafeecomputacao 20 วันที่ผ่านมา +1

    Thank you so much for this amazing and complete tutorial 🤗

  • @WahnsinnigeTraeume
    @WahnsinnigeTraeume 4 หลายเดือนก่อน

    Great video. This was my tenth attempt and your video finally helped. Thank you!

  • @portraits1129
    @portraits1129 15 วันที่ผ่านมา

    Thank you, this video helped a lot.

  • @caslor2002
    @caslor2002 3 หลายเดือนก่อน

    Thanks for the excellent and simple tutorial !!

  • @benoitschillings
    @benoitschillings 3 หลายเดือนก่อน

    Thank you SO MUCH !!! I wasted two evening trying to install tf & cuda on my machine. this worked beautifully. Can NVIDIA learn to write some documentation.....

  • @tanviran
    @tanviran 3 หลายเดือนก่อน

    You just saved my life, bro! Big thumbs up. Keep up the good works. ❤

    • @TechJotters24
      @TechJotters24  2 หลายเดือนก่อน

      Glad to hear that

  • @payafarhadbahman976
    @payafarhadbahman976 3 หลายเดือนก่อน

    Man, for me it was rocket science, but I did it finally. Kudos to you. I had to reinstall everything from scratch 3 times, because everytime a single mistake on the way ruined everything. Thank you very much!
    On another note, why does it have to be super lengthy? Can't they just create a package for every GPU that's capable of tf and py to have all these features in it installed, or ready to be installed?

  • @Ben-dj4tx
    @Ben-dj4tx 4 หลายเดือนก่อน

    This is what I am looking for.

  • @luiscaamano
    @luiscaamano 3 หลายเดือนก่อน

    Excellent. You're the man.

  • @mmammams
    @mmammams 5 หลายเดือนก่อน +1

    You are the Boss! You have earned a like and a subscribe!

    • @TechJotters24
      @TechJotters24  5 หลายเดือนก่อน

      Thanks for your support!!!

  • @shemescobal3325
    @shemescobal3325 4 หลายเดือนก่อน

    This tutorial is great!

  • @kyoungjh1011
    @kyoungjh1011 3 หลายเดือนก่อน

    Amazing! Thank you so much!!

  • @malikkhan4823
    @malikkhan4823 หลายเดือนก่อน

    Thanks bro.

  • @mejanlamichhane8752
    @mejanlamichhane8752 3 หลายเดือนก่อน +1

    Thank you . Apparently tensorflow installation guide itself mentions to use just pip and not conda and it's easier Ig

    • @estimatescrubber1028
      @estimatescrubber1028 2 หลายเดือนก่อน

      I tried the Tensorflow Pip installation. It installs but has a Tensorflow error.

  • @ShahidulAbir
    @ShahidulAbir 2 หลายเดือนก่อน

    Thank you!

  • @TheRealDanNguyen
    @TheRealDanNguyen 3 หลายเดือนก่อน

    excellent video - thank so much! (now subcribed to your channel)

    • @TechJotters24
      @TechJotters24  2 หลายเดือนก่อน

      Awesome, thank you!

  • @ngs-cadd8014
    @ngs-cadd8014 21 วันที่ผ่านมา

    Hi, GPU: 0 why? if cuda and cudnn installed properly then GPU should be 1 instead of 0.

  • @HimanshuMahto-h7z
    @HimanshuMahto-h7z 2 หลายเดือนก่อน

    does the tensorflow work on GPU or on CPU?

  • @rafamarinho87
    @rafamarinho87 5 หลายเดือนก่อน

    On the step: ./test_cudnn at 11:09 my initialization has failed. Any thoughts on how to handle it?

    • @TechJotters24
      @TechJotters24  5 หลายเดือนก่อน

      What errors did you get?

    • @louisbroucke2990
      @louisbroucke2990 5 หลายเดือนก่อน

      @@TechJotters24 I have the same issue, no errors. I run test_cudnn and it outputs 'cuDNN initialization failed.'
      All the previous steps worked though. I have an RTX3060 laptop.

    • @rafamarinho87
      @rafamarinho87 5 หลายเดือนก่อน

      @@TechJotters24 No errors before. Everything exactly like the example. Do you have any tips to debug what is happening when I run "./test_cudnn"? I have an RTX 3050 laptop

    • @TravelJotter24
      @TravelJotter24 5 หลายเดือนก่อน

      @@rafamarinho87hi, can you please send me the errors? I’ll check it.

    • @rafamarinho87
      @rafamarinho87 5 หลายเดือนก่อน

      @@TravelJotter24 I am already sending you the errors I have so far. The only thing I have is "cuDNN initialization failed". The script test_cudnn.c states the following "// test_cudnn.c
      #include
      #include
      int main() {
      cudnnHandle_t handle;
      cudnnStatus_t status = cudnnCreate(&handle);
      if (status == CUDNN_STATUS_SUCCESS) {
      printf("cuDNN successfully initialized.
      ");
      } else {
      printf("cuDNN initialization failed.
      ");
      }
      cudnnDestroy(handle);
      return 0;
      }" So if status was CUDNN_STATUS_SUCCESS it would print "cuDNN successfully initialized". In my case status was not CUDNN_STATUS_SUCCESS because it has printed "cuDNN initialization failed".
      What I am asking is if you have any tips to understand why cuDNN was not initialized. And even tips to debug the initialization so I can send you the errors

  • @egocentric879
    @egocentric879 5 หลายเดือนก่อน

    im getting when i try to run the sudo sh command stating failed to verify the gcc version
    how to fix it?

    • @Alex-rw5pk
      @Alex-rw5pk 2 วันที่ผ่านมา

      Not sure if you're still struggling with this but make sure you are trying the 12.1.1 version of CUDA toolkit instead of just 12.1 . For some reason 12.1 can't use gcc 13 but 12.1.1 can.

  • @lowkeyleanin
    @lowkeyleanin 6 หลายเดือนก่อน +2

    YOU ARE SUCH A LEGEND!!! You made this just for us 🥹🥹🥹🥹 I will acknowledge you in my work. Thanks a lottttt

  • @malikkhan4823
    @malikkhan4823 หลายเดือนก่อน

    Can we delete all the downloaded files inside the download folder once everything is working ?
    Such as tensorRT.gz , cudnn.tar and cudnn.tar extracted folder.