| | Layer (type) | Output shape | Parameters number |
| | Input_1 (inputLayer) | (None, 224, 224, 3) | 0 | | Block1_conv1 (conv2D) | (None, 224, 224, 64) | 1792 | | Block1_conv2 (conv2D) | (None, 224, 224, 64) | 36928 | | Block1_pool (maxPooling2D) | (None, 112, 112, 64) | 0 | | Block2_conv1 (conv2D) | (None, 112, 112, 128) | 73856 | | Block2_conv2 (conv2D) | (None, 112, 112, 128) | 147584 | | Block2_pool (maxPooling2D) | (None, 56, 56, 128) | 0 | | Block3_conv1 (conv2D) | (None, 56, 56, 256) | 295168 | | Block3_conv2 (conv2D) | (None, 56, 56, 256) | 590080 | | Block3_conv3 (conv2D) | (None, 56, 56, 256) | 590080 | | Block3_conv4 (conv2D) | (None, 56, 56, 256) | 590080 | | Block3_pool (maxPooling2D) | (None, 28, 28, 256) | 0 | | Block4_conv1 (conv2D) | (None, 28, 28, 512) | 1180160 | | Block4_conv2 (conv2D) | (None, 28, 28, 512) | 2359808 | | Block4_conv3 (conv2D) | (None, 28, 28, 512) | 2359808 | | Block4_conv4 (conv2D) | (None, 28, 28, 512) | 2359808 | | Block4_pool (maxPooling2D) | (None, 14, 14, 512) | 0 | | Block5_conv1 (conv2D) | (None, 14, 14, 512) | 2359808 | | Block5_conv2 (conv2D) | (None, 14, 14, 512) | 2359808 | | Block5_conv3 (conv2D) | (None, 14, 14, 512) | 2359808 | | Block5_conv4 (conv2D) | (None, 14, 14, 512) | 2359808 | | Block5_pool (maxPooling2D) | (None, 7, 7, 512) | 0 | | Flatten (flatten) | (None, 25088) | 0 | | Fc1 (dense) | (None, 4096) | 102764544 | | Dropout (dropout) | (None, 4096) | 0 | | Fc2 (dense) | (None, 4096) | 16781312 | | Dropout_1 (dropout) | (None, 4096) | 0 | | Fc3 (dense) | (None, 8192) | 33562624 | | Dropout_2 (dropout) | (None, 8192) | 0 | | Fc4 (dense) | (None, 8192) | 67117056 | | Dropout_3 (dropout) | (None, 8192) | 0 | | Fc5 (dense) | (None, 8192) | 67117056 | | Dropout_4 (dropout) | (None, 8192) | 0 | | Fc6 (dense) | (None, 16384) | 134234112 | | Dropout_5 (dropout) | (None, 16384) | 0 | | Dense_class_2 (dense) | (None, 2) | 32770 |
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