Let's configure our system for deep learning. It is recommended that you create a deep learning environment in Anaconda. If you have an older version of R in the conda environment, you need to update your R version to 3.5.x or above.

You also need to install the CUDA and cuDNN libraries for GPU support. You can read more about the prerequisites at https://tensorflow.rstudio.com/tools/local_gpu.html#prerequisties.

Please note that if your system does not have NVIDIA graphics support, then GPU processing cannot be done.