Introduction To DataFlow Graphs As Basis of Deep Neural Networks

Interestingly, the matter of fact is that at the heart of all these super intelligent applications, it's actually just a stream of mathematical derivatives floating under the hood of such seemingly complex systems. We will begin with what a "DataFlow Graph" is? Well it's just fancy word for a graph consisting of nodes and edges. If you still can't get clear picture of this, just continue reading and you will understand it in next couple of minutes. Let's build a dataflow graph of a quadratic equation It turns out that there are 4 operations nodes.