1# resnet50 layer shape 2resnet50_layers = ( 3 # IN_H, IN_W, IN_C, KERNEL_H, KERNEL_W, KERNEL_N, stride, padding 4 (224, 224, 3, 7, 7, 64, (2, 2), (0, 0)), 5 # conv2_x 6 (56, 56, 64, 1, 1, 64, (1, 1), (0, 0)), 7 (56, 56, 64, 3, 3, 64, (1, 1), (0, 0)), 8 (56, 56, 64, 1, 1, 256, (1, 1), (0, 0)), 9 # conv3_x 10 (56, 56, 256, 1, 1, 128, (2, 2), (0, 0)), 11 (28, 28, 128, 3, 3, 128, (1, 1), (0, 0)), 12 (28, 28, 128, 1, 1, 512, (1, 1), (0, 0)), 13 # conv4_x 14 (28, 28, 512, 1, 1, 256, (2, 2), (0, 0)), 15 (14, 14, 256, 3, 3, 256, (1, 1), (0, 0)), 16 (14, 14, 256, 1, 1, 1024, (1, 1), (0, 0)), 17 # conv5_x 18 (14, 14, 1024, 1, 1, 512, (2, 2), (0, 0)), 19 (7, 7, 512, 3, 3, 512, (1, 1), (0, 0)), 20 (7, 7, 512, 1, 1, 2048, (1, 1), (0, 0)), 21) 22 23alexnet_layers = ( 24 # IN_H, IN_W, IN_C, KERNEL_H, KERNEL_W, KERNEL_N, stride, padding 25 (224, 224, 3, 11, 11, 64, (4, 4), (2, 2)), 26) 27