variation

accuracy

without dropout

0.9867 with loss 0.0462

with dropout (dropout rate = 0.1)

0.9867 with loss 0.0292

with dropout (dropout rate = 0.3)

0.9933 with loss 0.0300

with dropout (dropout rate = 0.4)

0.9933 with loss 0.0401

with dropout (dropout rate = 0.5)

0.9933 with loss 0.0278

with dropout (dropout rate = 0.7)

0.9933 with loss 0.0428

with dropout (dropout rate = 0.8)

0.9867 with loss 0.0318