We measure the evolution of the M BH − M relation using 584 uniformly-selected SDSS quasars at 0.2 < z < 0.8. The black-hole masses (M BH ) are derived from the single-epoch virial mass estimator using the Hβ emission line, and span the range 7.0 < log M BH /M < 9.5. The host-galaxy stellar masses (M ), which cover the interval 10.0 < log M /M < 11.5, are determined by performing two-dimensional quasar-host decomposition of the Hyper Suprime-Cam images and spectral energy distribution fitting. To quantify sample-selection biases and measurement uncertainties on the mass terms, a mock quasar sample is constructed to jointly constrain the redshift evolution of the M BH − M relation and its intrinsic scatter (σ µ ) through forward modeling. We find that the level of evolution is degenerate with σ µ , such that both positive mild evolution (i.e, M BH /M increases with redshift) with a small σ µ , and negative mild evolution with a larger σ µ are consistent with our data. The posterior distribution of σ µ enables us to put a strong constraint on the intrinsic scatter of the M BH − M relation, which has a best inference of 0.25 +0.03 −0.04 dex, consistent with the local value. The redshift evolution of the M BH − M relation relative to the local relation is constrained to be (1 + z) 0.12 +0.28 −0.27 , in agreement with no significant evolution since z ∼ 0.8. The tight and non-evolving M BH − M relation is suggestive of a coupling through AGN feedback or/and a common gas supply at work, thus restricting the mass ratio of galaxies and their black holes to a limited range. Given the considerable stellar disk component, the M BH − M bulge relation may evolve as previously seen at higher redshifts.