Input
Conv(3,32 ,3x3,1,1) Conv(32,64,3x3, 2,1)
Conv(128,64,1x1,1,0)Conv(64,64,1x1, 1,0)
Conv(64,64, 1x1,1,0)
ResiduleBlock 0
Conv(64,32,1x1, 1,0)
Conv(32,64,3x3, 1,1)
ResiduleBlock 0
Conv(64,32,1x1, 1,0)
Conv(32,64,3x3, 1,1)
Conv(64,64,1x1, 1,0)
+
Dim=1扩张
(b,c,h,w)
Conv(64,64,1x1, 1,0)
Conv(64,64, 1x1,1,0)
ResiduleBlock 0
Conv(64,32,1x1, 1,0)
Conv(32,64,3x3, 1,1)
Conv(64,64,1x1, 1,0)
+
Dim=1扩张
(b,c,h,w)
Conv(64,128,3 x3,2,1)
Conv(128,64,1x1,1,0)
ResiduleBlock 1
Conv(64,64,1x1, 1,0)
Conv(64,64,3x3, 1,1)
ResiduleBlock 1
Conv(64,64,1x1, 1,0)
Conv(64,64,3x3, 1,1)
Conv(64,64,1x1, 1,0)
+
ResiduleBlock 1
Conv(64,64,1x1, 1,0)
Conv(64,64,3x3, 1,1)
ResiduleBlock 1
Conv(64,64,1x1, 1,0)
Conv(64,64,3x3, 1,1)
Conv(128,64,1x1,1,0)
Conv(64,64,1x1, 1,0)
+
Dim=1扩张
(b,c,h,w)
Conv(128,128,1x1,1,0)
Conv(128,256,3x3,2,1)
Conv(256,128,1x1,1,0)
Conv(256,128,1x1,1,0)
Conv(128,128,1x1,1,0)
Conv(128,256,3x3,2,1)
Conv(256,128,1x1,1,0)
Conv(256,128,1x1,1,0)
Conv(256,256,1x1,1,0)
Conv(256,512,3x3,2,1)
Conv(512,256,1x1,1,0)
Conv(512,256,1x1,1,0)
Conv(256,256,1x1,1,0)
Conv(256,512,3x3,2,1)
Conv(512,256,1x1,1,0)
Conv(512,256,1x1,1,0)
ResiduleBlock2
Conv(128,128,1x1,1,0)
Conv(128,128,3x3,1,1)
ResiduleBlock2
Conv(128,128,1x1,1,0)
Conv(128,128,3x3,1,1)
+
Conv(128,128,1x1,1,0)
Dim=1扩张
(b,c,h,w)
ResiduleBlock2
Conv(128,128,1x1,1,0)
Conv(128,128,3x3,1,1)
+
Conv(128,128,1x1,1,0)
Dim=1扩张
(b,c,h,w)
ResiduleBlock3
Conv(256,256,1x1,1,0)
Conv(256,256,3x3,1,1)
ResiduleBlock3
Conv(256,256,1x1,1,0)
Conv(256,256,3x3,1,1)
+
Conv(256,256,1x1,1,0)
Dim=1扩张
(b,c,h,w)
ResiduleBlock3
Conv(256,256,1x1,1,0)
Conv(256,256,3x3,1,1)
+
Conv(256,256,1x1,1,0)
Dim=1扩张
(b,c,h,w)
Conv(512,512,1x1,1,0)
Conv(512,1024,3x3,2,1)
Conv(1024,5 12,1 x1,1,0)
Conv(1024,512,1x1,1,0)
ResiduleBlock4
Conv(512,512,1x1,1,0)
Conv(512,512,3x3,1,1)
ResiduleBlock4
Conv(512,512,1x1,1,0)
Conv(512,512,3x3,1,1)
+
Conv(512,512,1x1,1,0)
Dim=1扩张
(b,c,h,w)
ResiduleBlock4
Conv(512,512,1x1,1,0)
Conv(512,512,3x3,1,1)
+
Conv(512,512,1x1,1,0)
Dim=1扩张
(b,c,h,w)
Conv(1024,1 024,1x1,1,0)