Table 4.
Iteration No. | Sequence No. | Parameter | Avg. Of Accuracy |
---|---|---|---|
1 | 942,110 | Conv. Layer 1-:21, :256 Conv. Layer 2-:25, :128 Conv. Layer 3-:29, :64 Dense Layer 1-:2048 Dense Layer 2-:1024 |
= 93.51% |
2 | 898,926 | Conv. Layer 1-:21, :128 Conv. Layer 2-:21, :256 Conv. Layer 3-:29, :128 Dense Layer 1-:2048 Dense Layer 2-:1024 |
= 93.48% |
… | |||
8 | 937,339 | Conv. Layer 1-:21, :256 Conv. Layer 2-:21, :64 Conv. Layer 3-:29, :256 Dense Layer 1-:1024 Dense Layer 2-:2048 |
=93.76%(maximum) |
… | |||
10 | 1,098,106 | Conv. Layer 1-:25, :128 Conv. Layer 2-:21, :128 Conv. Layer 3-:29, :64 Dense Layer 1-:1024 Dense Layer 2-:1024 |
=93.58% |
Average | 93.57% |