A spin-orbit-torque (SOT) magnetic device includes a bottom metal layer, a first magnetic layer, as a magnetic free layer, disposed over the bottom metal layer, a spacer layer disposed over the first magnetic layer, and a second magnetic layer disposed over the spacer layer. The first magnetic layer includes a lower magnetic layer, a middle layer made of non-magnetic layer and an upper magnetic layer.