title: Can I install Tensorflow 1.15 with GPU support on Ubuntu 20.04.1 LTS?
body: <p>I am building a Deep Learning rig with a GeForce RTX 2060.</p>
  <p>I am wanting to use <a href="https://stable-baselines.readthedocs.io/en/master/" rel="nofollow noreferrer">baselines-stable</a> which isn't tensorflow 2.0 compatible yet.</p>
  <p>According to <a href="https://www.tensorflow.org/install/source" rel="nofollow noreferrer">here</a> and <a href="https://stackoverflow.com/questions/50622525/which-tensorflow-and-cuda-version-combinations-are-compatible">here</a>, tensorflow-gpu-1.15 is only listed as compatible with CUDA 10.0, not CUDA 10.1.</p>
  <p>Attempting to download CUDA from Nvidia, the <a href="https://developer.nvidia.com/cuda-10.0-download-archive?target_os=Linux&amp;target_arch=x86_64&amp;target_distro=Ubuntu" rel="nofollow noreferrer">option for Ubuntu 20.04 is not available for CUDA 10.0.</a></p>
  <p>Searching the apt-cache does not result in CUDA 10.0 either.</p>
  <pre><code>$ sudo apt-cache policy nvidia-cuda-toolkit
  [sudo] password for lansford: 
  nvidia-cuda-toolkit:
    Installed: (none)
    Candidate: 10.1.243-3
    Version table:
       10.1.243-3 500
          500 http://us.archive.ubuntu.com/ubuntu focal/multiverse amd64 Packages
  </code></pre>
  <p>I would highly prefer not to have to reinstall the OS with an older version of Ubuntu.  However experimenting with reinforcement learning was the motive for purchasing this PC.</p>
  <p>I see some <a href="https://github.com/tensorflow/tensorflow/issues/26289" rel="nofollow noreferrer">possible clues</a> that it might be possible to build tensorflow-gpu-1.15 from source with cuda 10.1 support.  I also saw a random comment that tensorflow-gpu-1.15 will <em>just-work</em> with tf 1.15, but I am not wanting to make a miss-step installing things until I have a signal that is the direction to go.  Uninstalling things isn't always straightforward.</p>
  <ul>
  <li>Should I install CUDA 10.1 and cross my fingers 1.15 will like it.</li>
  <li>Should I download the install for CUDA 10.0 for a the older Ubuntu version and see if it will install anyway</li>
  <li>Should I attempt to compile tensorflow from source against CUDA 10.1 (heh heh heh)</li>
  <li>Should I install and older version of Ubuntu and hope I don't go obsolete too quickly.</li>
  </ul>
  <p><strong>Given the situation is there a way to run tensorflow 1.15 with gpu support on Ubuntu 20.04.1?</strong></p>