| .. warning:: | 
 |     There are known non-determinism issues for RNN functions on some versions of cuDNN and CUDA. | 
 |     You can enforce deterministic behavior by setting the following environment variables: | 
 |  | 
 |     On CUDA 10.1, set environment variable ``CUDA_LAUNCH_BLOCKING=1``. | 
 |     This may affect performance. | 
 |  | 
 |     On CUDA 10.2 or later, set environment variable | 
 |     (note the leading colon symbol) | 
 |     ``CUBLAS_WORKSPACE_CONFIG=:16:8`` | 
 |     or | 
 |     ``CUBLAS_WORKSPACE_CONFIG=:4096:2``. | 
 |  | 
 |     See the `cuDNN 8 Release Notes`_ for more information. | 
 |  | 
 | .. _cuDNN 8 Release Notes: https://docs.nvidia.com/deeplearning/sdk/cudnn-release-notes/rel_8.html |