An optical attenuator with an invariable continuous adjustable optical path is characterized by structurally including a base, a one-dimensional translation platform, a first optical wedge pair and a second optical wedge pair. The optical attenuator has the advantages that the optical attenuation can be adjusted continuously, the optical attenuation is linear with the regulating quantity, the optical path is invariable during the adjustment process, and the light polarization state is unrelated.