Layer (type) | Output Shape | Param # | |||
conv2d_1 (Conv2D) | (None, 224, 224, 64) | 1792 | |||
conv2d_2 (Conv2D) | (None, 224, 224, 64) | 36,928 | |||
max_pooling2d_1 (MaxPooling) | (None, 112, 112, 64) | 0 | |||
conv2d_3 (Conv2D) | (None, 112, 112, 128) | 73,856 | |||
conv2d_4 (Conv2D) | (None, 112, 112, 128) | 147,584 | |||
max_pooling2d_2 (MaxPooling) | (None, 56, 56, 128) | 0 | |||
conv2d_5 (Conv2D) | (None, 56, 56, 256) | 295,168 | |||
conv2d_6 (Conv2D) | (None, 56, 56, 256) | 590,080 | |||
conv2d_7 (Conv2D) | (None, 56, 56, 256) | 590,080 | |||
max_pooling2d_3 (MaxPooling) | (None, 28, 28, 256) | 0 | |||
conv2d_8 (Conv2D) | (None, 28, 28, 512) | 1,180,160 | |||
conv2d_9 (Conv2D) | (None, 28, 28, 512) | 2,359,808 | |||
conv2d_10 (Conv2D) | (None, 28, 28, 512) | 2,359,808 | |||
max_pooling2d_4 (MaxPooling) | (None, 14, 14, 512) | 0 | |||
conv2d_11 (Conv2D) | (None, 14, 14, 512) | 2,359,808 | |||
conv2d_12 (Conv2D) | (None, 14, 14, 512) | 2,359,808 | |||
conv2d_13 (Conv2D) | (None, 14, 14, 512) | 2,359,808 | |||
max_pooling2d_5 (MaxPooling) | (None, 7, 7, 512) | 0 | |||
flatten_1 (Flatten) | (None, 25,088) | 0 | |||
dense_1 (Dense) | (None, 1000) | 4,097,000 | |||
dense_2 (Dense) | (None, 2) | 1001 | |||
Total params: 121,577,233 | |||||
Trainable params: 121,577,233 | |||||
Non-trainable params: 0 | |||||