I wouldn’t be able to increase the batch size more than 64. I have actually printed only the first four classes. Check the following. This is with 64 batch size:
0 [8, 9, 10, 13, 5, 9, 6, 4, 0, 0]
1 [10, 5, 7, 10, 8, 10, 9, 5, 0, 0]
2 [10, 6, 7, 10, 6, 7, 9, 9, 0, 0]
3 [7, 7, 6, 15, 7, 6, 8, 8, 0, 0]
4 [10, 7, 7, 7, 11, 5, 6, 11, 0, 0]
5 [9, 5, 6, 5, 7, 12, 8, 12, 0, 0]
6 [10, 5, 6, 10, 9, 7, 9, 8, 0, 0]
7 [7, 7, 13, 11, 5, 5, 6, 10, 0, 0]
8 [11, 5, 9, 12, 5, 5, 7, 10, 0, 0]
9 [9, 4, 10, 6, 10, 5, 10, 10, 0, 0]
10 [11, 11, 8, 7, 8, 5, 8, 6, 0, 0]
11 [10, 10, 8, 8, 8, 7, 8, 5, 0, 0]