Table 1.

The main data change of the stage 1 network.

Type	Kernel Size/Stride Size	Depth	Output Size
conv1	7 × 7/2	1	184 × 184 × 64
max pool	3 × 3/2	0	92 × 92 × 64
conv2	3 × 3/1	2	92 × 92 × 192
max pool	3 × 3/2	0	46 × 46 × 192
Inception(3a)	-	2	46 × 46 × 292
Inception(3b)	-	2	46 × 46 × 480
Inception(4a)	-	2	46 × 46 × 512
Inception(4b)	-	2	46 × 46 × 512
Inception(4c)	-	2	46 × 46 × 512
Inception(4d)	-	2	46 × 46 × 528
Inception(4e)	-	2	46 × 46 × 832
conv4_3_CPM	3 × 3/1	1	46 × 46 × 256
conv4_4_CPM	3 × 3/1	1	46 × 46 × 256
conv4_5_CPM	3 × 3/1	1	46 × 46 × 256
conv4_6_CPM	3 × 3/1	1	46 × 46 × 256
conv4_7_CPM	3 × 3/1	1	46 × 46 × 128
conv5_1_CPM	1 × 1/1	1	46 × 46 × 512
conv5_2_CPM	1 × 1/1	1	46 × 46 × 15