A semiconductor device includes gate electrodes vertically stacked on a substrate, and channel holes passing through the gate electrodes to extend perpendicularly to the substrate and including a gate dielectric layer and a channel area. The gate dielectric layer may be formed of a plurality of layers, and at least one layer among the plurality of layers may have different thicknesses in different locations.