| | Layer (type) | Output shape | Parameter # |
| | conv2d_13 (Conv2D) | (None, 54, 54, 96) | 34944 | | activation (activation) | (None, 54, 54, 96) | 0 | | max_pooling2d_5 (MaxPooling2) | (None, 27, 27, 96) | 0 | | conv2d_14 (Conv2D) | (None, 17, 17, 256) | 2973952 | | activation_1 (activation) | (None, 17, 17, 256) | 0 | | max_pooling2d_6 (MaxPooling2) | (None, 8, 8, 256) | 0 | | conv2d_15 (Conv2D) | (None, 6, 6, 384) | 885120 | | activation_2 (activation) | (None, 6, 6, 384) | 0 | | conv2d_16 (Conv2D) | (None, 4, 4, 384) | 1327488 | | activation_3 (activation) | (None, 4, 4, 384) | 0 | | conv2d_17 (Conv2D) | (None, 2, 2, 256) | 884992 | | activation_4 (activation) | (None, 2, 2, 256) | 0 | | max_pooling2d_7 (MaxPooling2) | (None, 1, 1, 256) | 0 | | flatten_1 (flatten) | (None, 256) | 0 | | dense_3 (dense) | (None, 4096) | 1052672 | | activation_5 (activation) | (None, 4096) | 0 | | dropout (dropout) | (None, 4096) | 0 | | dense_4 (dense) | (None, 4096) | 16781312 | | activation_6 (activation) | (None, 4096) | 0 | | dropout_1 (dropout) | (None, 4096) | 0 | | dense_5 (dense) | (None, 1000) | 4097000 | | activation_7 (activation) | (None, 1000) | 0 | | dropout_2 (dropout) | (None, 1000) | 0 | | dense_6 (dense) | (None, 3) | 3003 | | Total params: 28040483; trainable parameters: 28040483; nontrainable parameters: 0 | | |
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