Yes, y_true should have the dimension [4].
y_true matrix should contain either 0 or 1, for e.g. y_true first element is 1 because it is the index of
input_dy maximum value, 0.6607 is greater than 0.3393, and index of 0.6607 is 1, so y_true is 1.
@eqy