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Based on classification of Boolean cubic forms of seven variables given by X.D. Hou in 1996, we show how to efficiently classify the cosets of RM(1, 7) in RM(3, 7) under the action of the general affine group AGL(7, 2). At the same time the sizes of the orbits are determined. We discuss also, the correctness of our computations.