Open Access

Table 2

The network architecture of ResNet

Layer name Output size 18-layer 34-layer 50-layer 101-layer 152-layer
FLOPs 1.8×109 3.6×109 3.8×109 7.6×109 11.3×109
conv1 112×112 7×7, 64, stride 2
conv2_x 56×56 3×3 max pool, stride 2
conv3_x 28×28
conv4_x 14×14
conv5_x 7×7
Others 1×1 Average pool, 1000-d FC, softmax

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