Kernel size | Kernel number | Channels of normalization | Output of FC | Dropout probability | Pooling type | Batch size | Epochs | Learning rate | Validation Favg | Elapsed time |
---|---|---|---|---|---|---|---|---|---|---|
5 | 6 | 3 | 120 | 0.5 | Max | 128 | 50 | 0.01 | 0.9758 | 846.53 |
10 | 6 | 3 | 120 | 0.5 | Max | 128 | 50 | 0.01 | 0.9688 | 1077.55 |
5 | 3 | 3 | 120 | 0.5 | Max | 128 | 50 | 0.01 | 0.9609 | 806.078 |
5 | 6 | 1 | 120 | 0.5 | Max | 128 | 50 | 0.01 | 0.9657 | 997.13 |
5 | 6 | 3 | 240 | 0.5 | Max | 128 | 50 | 0.01 | 0.9765 | 1282.90 |
5 | 6 | 3 | 120 | 0.2 | Max | 128 | 50 | 0.01 | 0.9688 | 1593.91 |
5 | 6 | 3 | 120 | 0.1 | Max | 128 | 50 | 0.01 | 0.9541 | 1589.37 |
5 | 6 | 3 | 120 | 0.5 | Avg | 128 | 50 | 0.01 | 0.9682 | 1606.79 |
5 | 6 | 3 | 120 | 0.5 | Max | 256 | 50 | 0.01 | 0.9659 | 905.27 |
5 | 6 | 3 | 120 | 0.5 | Max | 128 | 80 | 0.01 | 0.9722 | 2660.79 |
5 | 6 | 3 | 120 | 0.5 | Max | 128 | 50 | 0.00001 | 0.9855 | 1566.26 |
5 | 6 | 3 | 120 | 0.5 | Max | 128 | 50 | 0.0001 | 0.9917 | 1609.34 |