This is ridiculous, NNP has not even reached the market and he is already betting the farm on it. The reason Titan V does not yet significantly outperform previous generations is because those Tensor Cores have not been properly utilized. E.g. Current stable version of TF 1.4 does not uses CUDA 9.0 .