A quantum analytical Adam descent through parameter shift rule using Qibo
A quantum analytical Adam descent through parameter shift rule using Qibo
In this proceedings we present quantum machine learning optimization experiments using stochastic gradient descent with the parameter shift rule algorithm. We first describe the gradient evaluation algorithm and its optimization procedure implemented using the Qibo framework. After numerically testing the implementation using quantum simulation on classical hardware, we perform successfully …