Using Tensorflow with GPU within RMarkdown

a solution to the GPU memory error failed to create cublas handle CUBLAS_STATUS_ALLOC_FAILED

Install GPU Support to TensorFlow on Windows

It takes quite a number of steps to make GPU work on Windows. This guide summarizes all the necessary steps to intall the GPU support to TensorFlow.