If we don't want to manage TensorFlow than we can decide to use the managed version run by Google on your behalf. This is the CloudML service described during the next recipe. In addition if you decide t use GPUs with CloudML then this URL is a good starting point https://cloud.google.com/ml-engine/docs/using-gpus