Parallel Automatic Differentiation Quantum Optimal Control (PADQOC) is an open-source, Python based quantum optimal control solver built with Tensorflow 2. Designed to be fast, extensible and useful for controlling general quantum systems. It supports GPU computing, Hamiltonian distributions and arbitrary parameterization of the control basis.