Why were the soldiers or Assyria considered brutal and cruel

It depends from which perspective you look at it. In ancient warfare terms or in modern terms, warfare is brutal and cruel. In pre-modern terms, with no Geneva convention, all armies killed, enslaved and pillageded as it suited them. The opponents and successors of the Assyrians were all brutal and cruel.