We will attempt to benchmark Deep learning on Pyspark using Tensorflow. The solution will attempt to simplify the library setup complexity of having Tensorflow, Pyspark and Nvidia GPU to work together. The document will also benchmark Tensorflow on GPU vs CPU only.