def test_compute_vertex_channels_no_output_branch(self): """Tests modules that branch but not at the output vertex.""" matrix1 = np.array([[0, 1, 1, 0, 0], [0, 0, 0, 1, 0], [0, 0, 0, 1, 0], [0, 0, 0, 0, 1], [0, 0, 0, 0, 0]]) vc1 = model_builder.compute_vertex_channels(8, 8, matrix1) assert vc1 == [8, 8, 8, 8, 8] vc2 = model_builder.compute_vertex_channels(8, 16, matrix1) assert vc2 == [8, 16, 16, 16, 16] vc3 = model_builder.compute_vertex_channels(16, 8, matrix1) assert vc3 == [16, 8, 8, 8, 8]
def test_compute_vertex_channels_max(self): """Tests modules where some vertices take the max channels of neighbors.""" matrix1 = np.array([[0, 1, 0, 0, 0], [0, 0, 1, 1, 0], [0, 0, 0, 0, 1], [0, 0, 0, 0, 1], [0, 0, 0, 0, 0]]) vc1 = model_builder.compute_vertex_channels(8, 8, matrix1) assert vc1 == [8, 4, 4, 4, 8] vc2 = model_builder.compute_vertex_channels(8, 9, matrix1) assert vc2 == [8, 5, 5, 4, 9] matrix2 = np.array([[0, 1, 0, 1, 0], [0, 0, 1, 0, 1], [0, 0, 0, 1, 0], [0, 0, 0, 0, 1], [0, 0, 0, 0, 0]]) vc3 = model_builder.compute_vertex_channels(8, 8, matrix2) assert vc3 == [8, 4, 4, 4, 8] vc4 = model_builder.compute_vertex_channels(8, 15, matrix2) assert vc4 == [8, 8, 7, 7, 15]
def test_compute_vertex_channels_output_branching(self): """Tests modules that branch at output.""" matrix1 = np.array([[0, 1, 1, 0], [0, 0, 0, 1], [0, 0, 0, 1], [0, 0, 0, 0]]) vc1 = model_builder.compute_vertex_channels(8, 8, matrix1) assert vc1 == [8, 4, 4, 8] vc2 = model_builder.compute_vertex_channels(8, 16, matrix1) assert vc2 == [8, 8, 8, 16] vc3 = model_builder.compute_vertex_channels(16, 8, matrix1) assert vc3 == [16, 4, 4, 8] vc4 = model_builder.compute_vertex_channels(8, 15, matrix1) assert vc4 == [8, 8, 7, 15] matrix2 = np.array([[0, 1, 1, 1, 0], [0, 0, 0, 0, 1], [0, 0, 0, 0, 1], [0, 0, 0, 0, 1], [0, 0, 0, 0, 0]]) vc5 = model_builder.compute_vertex_channels(8, 8, matrix2) assert vc5 == [8, 3, 3, 2, 8] vc6 = model_builder.compute_vertex_channels(8, 15, matrix2) assert vc6 == [8, 5, 5, 5, 15]
def test_compute_vertex_channels_linear(self): """Tests modules with no branching.""" matrix1 = np.array([[0, 1, 0, 0], [0, 0, 1, 0], [0, 0, 0, 1], [0, 0, 0, 0]]) vc1 = model_builder.compute_vertex_channels(8, 8, matrix1) assert vc1 == [8, 8, 8, 8] vc2 = model_builder.compute_vertex_channels(8, 16, matrix1) assert vc2 == [8, 16, 16, 16] vc3 = model_builder.compute_vertex_channels(16, 8, matrix1) assert vc3 == [16, 8, 8, 8] matrix2 = np.array([[0, 1], [0, 0]]) vc4 = model_builder.compute_vertex_channels(1, 1, matrix2) assert vc4 == [1, 1] vc5 = model_builder.compute_vertex_channels(1, 5, matrix2) assert vc5 == [1, 5] vc5 = model_builder.compute_vertex_channels(5, 1, matrix2) assert vc5 == [5, 1]