We show a direct product result for two-way public coin communication complexity of all relations in terms of a new complexity measure that we define. Our new measure is a generalization to non-product distributions of the two-way product subdistribution bound of J, Klauck and Nayak [JKN08], thereby our result implying their direct product result in terms of the two-way product subdistribution bound.