The column depth, designed as an axial member, will be which ever dimension is smaller and therefore gives the smallest radius of gyration. If the column also experiences bending moments, then the depth is that which is in the direction of the moment for bending stresses and reinforcement, but is still the smaller dimension when you check axial capacity.