| | VGG16 model | | Type of layers | Outcome structure | Number of parameters |
| | Conv1 (b1) | (Nil, 224 × 224 × 64) | 1,792 | | Conv2 (b1) | (Nil, 224 × 224 × 64) | 36,928 | | Pooling (max) | (Nil, 112 × 112 × 64) | Null | | Conv1 (b2) | (Nil, 112 × 112 × 128) | 73,856 | | Conv2 (b2) | (Nil, 112 × 112 × 128) | 147,584 | | Pooling (max) | (Nil, 56 × 56 × 128) | Null | | Conv1 (b3) | (Nil, 56 × 56 × 256) | 295,168 | | Conv2 (b3) | (Nil, 56 × 56 × 256) | 590,080 | | Conv3 (b3) | (Nil, 56 × 56 × 256) | 590,080 | | Pooling (max) | (Nil, 28 × 28 × 256) | Null | | Conv1 (b4) | (Nil, 28 × 28 × 512) | 1,180,160 | | Conv2 (b4) | (Nil, 28 × 28 × 512) | 2,359,808 | | Conv3 (b4) | (Nil, 28 × 28 × 512) | 2,359,808 | | Pooling (max) | (Nil, 14 × 14 × 512) | Null | | Conv1 (b5) | (Nil, 14 × 14 × 512) | 2,359,808 | | Conv2 (b5) | (Nil, 14 × 14 × 512) | 2,359,808 | | Conv3 (b5) | (Nil, 14 × 14 × 512) | 2,359,808 | | Pooling (max) | (Nil, 7 × 7 × 512) | Null | | Layer flatten | (Nil, 25088) | Null | | Fully connected 1-dense | (Nil, 4096) | 102,764,544 | | Fully connected 2-dense | (Nil, 4096) | 16,781,312 | | Layer dropout | (Nil, 4096) | Null | | Layer dense | (Nil, 1) | 4097 | | Total number of parameters: 134,264,641; number of trainable | | parameters: 134,264,641; nontrainable params: null |
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