| | Layer (type) | Output shape | Connected to |
| | Input (input layer) | (1024, 1024, 3) | | | conv2d_1 (Conv2D) | (1024, 1024, 3) | Input | | conv2d_2 (Conv2D) | (1024, 1024, 3) | conv2d_1 | | conv2d_3 (Conv2D) | (512, 512, 512) | conv2d_2 | | conv2d_4 (Conv2D) | (512, 512, 512) | conv2d_3 | | conv2d_5 (Conv2D) | (512, 512, 512) | conv2d_4 | | conv2d_6 (Conv2D) | (512, 512, 512) | conv2d_5 | | conv2d_7 (Conv2D) | (512, 512, 512) | conv2d_6 | | add_1 (Add) | (512, 512, 512) | conv2d_4 and conv2d_7 | | conv2d_8 (Conv2D) | (256, 256, 512) | add_1 | | conv2d_9 (Conv2D) | (256, 256, 256) | conv2d_8 | | conv2d_10 (Conv2D) | (256, 256, 256) | conv2d_9 | | conv2d_11 (Conv2D) | (256, 256, 512) | conv2d_10 | | conv2d_12 (Conv2D) | (256, 256, 256) | conv2d_11 | | add_2 (Add) | (256, 256, 256) | conv2d_8 and conv2d_12 | | conv2d_13 (Conv2D) | (128, 128, 512) | add_2 | | conv2d_14 (Conv2D) | (128, 128, 128) | conv2d_13 | | conv2d_15 (Conv2D) | (128, 128, 128) | conv2d_14 | | conv2d_16 (Conv2D) | (128, 128, 512) | conv2d_15 | | conv2d_17 (Conv2D) | (128, 128, 128) | conv2d_16 | | add_3 (Add) | (128, 128, 128) | conv2d_13 and conv2d_17 | | conv2d_18 (Conv2D) | (64, 64, 512) | add_3 | | conv2d_19 (Conv2D) | (64, 64, 64) | conv2d_18 | | conv2d_20 (Conv2D) | (64, 64, 64) | conv2d_19 | | conv2d_21 (Conv2D) | (64, 64, 512) | conv2d_20 | | conv2d_22 (Conv2D) | (64, 64, 64) | conv2d_21 | | add_4 (Add) | (64, 64, 64) | conv2d_18 and conv2d_22 | | Average pool (GlobalAveragePooling2) | (64) | add_4 |
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