make_grid is not changing the resolution as seen here and the shape of the result grid should correspond to the number of images in the columns and rows + the additional padding.
I guess the library to plot this image (e.g. matplotlib) might rescale it, so you could check, if specifying the size in e.g. plt.imshow would help.