## Quantum Gates and Gradients

Gavin Crooks (X, The Moonshot Factory)

See how the space of all 2-qubit gates can be mapped to a pyramid—which can be printed and folded for personal reference! By using known 2-qubit gate decompositions, the parameter-shift rule for calculating quantum gradients on hardware can be extended to any 2-qubit unitary operation.