The input tensor shape as below
input = [[ 0 0 1 2] [ 0 3 4 5] [ 0 6 7 8] [ 1 9 10 11] [ 1 12 13 14] [ 1 15 16 17] [ 1 18 19 20] [ 1 21 22 23]