title: Unable to use GPU in Anaconda environment
body: <p>I want to use GPU &amp; Anaconda environment on Linux.
  I'm supposed to have adapted the versions of each module, but it doesn't work.
  Cuda and cuDNN are installed by using conda.
  The versions of each module and driver are listed below:</p>
  <p>・GPU：RTX 2070 SUPEER
  ・OS：Linux Mint 19.3 Tricia ( Ubuntu 18.04 )
  ・Nvidia-driver：435.21</p>
  <pre><code># conda list tensorflow
  tensorflow                2.1.0           gpu_py37h7a4bb67_0
  tensorflow-base           2.1.0           gpu_py37h6c5654b_0
  tensorflow-estimator      2.1.0              pyhd54b08b_0
  tensorflow-gpu            2.1.0                h0d30ee6_0
  
  # conda list cudnn
  cudnn                     7.6.5                cuda10.1_0
  
  # conda list cudatoolkit
  cudatoolkit               10.1.243             h6bb024c_0
  </code></pre>
  <p>I can see the GPU by entering the following command</p>
  <pre><code>from tensorflow.python.client import device_lib
  device_lib.list_local_devices()
  </code></pre>
  <p>When I run the training script, I get the following error</p>
  <pre><code>tensorflow.python.framework.errors_impl.UnknownError:  Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above.
           [[node conv1d_3/convolution ......
  </code></pre>
  <p>How do I get it to work correctly?</p>