mnasnet.param

7767517
76 86
Input                    data                     0 1 data -23330=4,3,224,224,3 0=224 1=224 2=3
Convolution              first-3x3-conv           1 1 data first-3x3-conv_relu -23330=4,3,112,112,32 0=32 1=3 3=2 4=1 5=1 6=864 9=1
ConvolutionDepthWise     A0_dw                    1 1 first-3x3-conv_relu A0_dw_relu -23330=4,3,112,112,32 0=32 1=3 4=1 5=1 6=288 7=32 9=1
Convolution              A0_linear                1 1 A0_dw_relu A0_linear_bn -23330=4,3,112,112,16 0=16 1=1 5=1 6=512
Convolution              B0_expand                1 1 A0_linear_bn B0_expand_relu -23330=4,3,112,112,48 0=48 1=1 5=1 6=768 9=1
ConvolutionDepthWise     B0_dw                    1 1 B0_expand_relu B0_dw_relu -23330=4,3,56,56,48 0=48 1=3 3=2 4=1 5=1 6=432 7=48 9=1
Convolution              B0_linear                1 1 B0_dw_relu B0_linear_bn -23330=4,3,56,56,24 0=24 1=1 5=1 6=1152
Split                    splitncnn_0              1 2 B0_linear_bn B0_linear_bn_splitncnn_0 B0_linear_bn_splitncnn_1 -23330=8,3,56,56,24,3,56,56,24
Convolution              B1_expand                1 1 B0_linear_bn_splitncnn_1 B1_expand_relu -23330=4,3,56,56,72 0=72 1=1 5=1 6=1728 9=1
ConvolutionDepthWise     B1_dw                    1 1 B1_expand_relu B1_dw_relu -23330=4,3,56,56,72 0=72 1=3 4=1 5=1 6=648 7=72 9=1
Convolution              B1_linear                1 1 B1_dw_relu B1_linear_bn -23330=4,3,56,56,24 0=24 1=1 5=1 6=1728
BinaryOp                 unknownncnn_0            2 1 B0_linear_bn_splitncnn_0 B1_linear_bn unknownncnn_0 -23330=4,3,56,56,24
Split                    splitncnn_1              1 2 unknownncnn_0 unknownncnn_0_splitncnn_0 unknownncnn_0_splitncnn_1 -23330=8,3,56,56,24,3,56,56,24
Convolution              B2_expand                1 1 unknownncnn_0_splitncnn_1 B2_expand_relu -23330=4,3,56,56,72 0=72 1=1 5=1 6=1728 9=1
ConvolutionDepthWise     B2_dw                    1 1 B2_expand_relu B2_dw_relu -23330=4,3,56,56,72 0=72 1=3 4=1 5=1 6=648 7=72 9=1
Convolution              B2_linear                1 1 B2_dw_relu B2_linear_bn -23330=4,3,56,56,24 0=24 1=1 5=1 6=1728
BinaryOp                 unknownncnn_1            2 1 unknownncnn_0_splitncnn_0 B2_linear_bn unknownncnn_1 -23330=4,3,56,56,24
Convolution              C0_expand                1 1 unknownncnn_1 C0_expand_relu -23330=4,3,56,56,72 0=72 1=1 5=1 6=1728 9=1
ConvolutionDepthWise     C0_dw                    1 1 C0_expand_relu C0_dw_relu -23330=4,3,28,28,72 0=72 1=5 3=2 4=2 5=1 6=1800 7=72 9=1
Convolution              C0_linear                1 1 C0_dw_relu C0_linear_bn -23330=4,3,28,28,40 0=40 1=1 5=1 6=2880
Split                    splitncnn_2              1 2 C0_linear_bn C0_linear_bn_splitncnn_0 C0_linear_bn_splitncnn_1 -23330=8,3,28,28,40,3,28,28,40
Convolution              C1_expand                1 1 C0_linear_bn_splitncnn_1 C1_expand_relu -23330=4,3,28,28,120 0=120 1=1 5=1 6=4800 9=1
ConvolutionDepthWise     C1_dw                    1 1 C1_expand_relu C1_dw_relu -23330=4,3,28,28,120 0=120 1=5 4=2 5=1 6=3000 7=120 9=1
Convolution              C1_linear                1 1 C1_dw_relu C1_linear_bn -23330=4,3,28,28,40 0=40 1=1 5=1 6=4800
BinaryOp                 unknownncnn_2            2 1 C0_linear_bn_splitncnn_0 C1_linear_bn unknownncnn_2 -23330=4,3,28,28,40
Split                    splitncnn_3              1 2 unknownncnn_2 unknownncnn_2_splitncnn_0 unknownncnn_2_splitncnn_1 -23330=8,3,28,28,40,3,28,28,40
Convolution              C2_expand                1 1 unknownncnn_2_splitncnn_1 C2_expand_relu -23330=4,3,28,28,120 0=120 1=1 5=1 6=4800 9=1
ConvolutionDepthWise     C2_dw                    1 1 C2_expand_relu C2_dw_relu -23330=4,3,28,28,120 0=120 1=5 4=2 5=1 6=3000 7=120 9=1
Convolution              C2_linear                1 1 C2_dw_relu C2_linear_bn -23330=4,3,28,28,40 0=40 1=1 5=1 6=4800
BinaryOp                 unknownncnn_3            2 1 unknownncnn_2_splitncnn_0 C2_linear_bn unknownncnn_3 -23330=4,3,28,28,40
Convolution              D0_expand                1 1 unknownncnn_3 D0_expand_relu -23330=4,3,28,28,240 0=240 1=1 5=1 6=9600 9=1
ConvolutionDepthWise     D0_dw                    1 1 D0_expand_relu D0_dw_relu -23330=4,3,14,14,240 0=240 1=5 3=2 4=2 5=1 6=6000 7=240 9=1
Convolution              D0_linear                1 1 D0_dw_relu D0_linear_bn -23330=4,3,14,14,80 0=80 1=1 5=1 6=19200
Split                    splitncnn_4              1 2 D0_linear_bn D0_linear_bn_splitncnn_0 D0_linear_bn_splitncnn_1 -23330=8,3,14,14,80,3,14,14,80
Convolution              D1_expand                1 1 D0_linear_bn_splitncnn_1 D1_expand_relu -23330=4,3,14,14,480 0=480 1=1 5=1 6=38400 9=1
ConvolutionDepthWise     D1_dw                    1 1 D1_expand_relu D1_dw_relu -23330=4,3,14,14,480 0=480 1=5 4=2 5=1 6=12000 7=480 9=1
Convolution              D1_linear                1 1 D1_dw_relu D1_linear_bn -23330=4,3,14,14,80 0=80 1=1 5=1 6=38400
BinaryOp                 unknownncnn_4            2 1 D0_linear_bn_splitncnn_0 D1_linear_bn unknownncnn_4 -23330=4,3,14,14,80
Split                    splitncnn_5              1 2 unknownncnn_4 unknownncnn_4_splitncnn_0 unknownncnn_4_splitncnn_1 -23330=8,3,14,14,80,3,14,14,80
Convolution              D2_expand                1 1 unknownncnn_4_splitncnn_1 D2_expand_relu -23330=4,3,14,14,480 0=480 1=1 5=1 6=38400 9=1
ConvolutionDepthWise     D2_dw                    1 1 D2_expand_relu D2_dw_relu -23330=4,3,14,14,480 0=480 1=5 4=2 5=1 6=12000 7=480 9=1
Convolution              D2_linear                1 1 D2_dw_relu D2_linear_bn -23330=4,3,14,14,80 0=80 1=1 5=1 6=38400
BinaryOp                 unknownncnn_5            2 1 unknownncnn_4_splitncnn_0 D2_linear_bn unknownncnn_5 -23330=4,3,14,14,80
Convolution              E0_expand                1 1 unknownncnn_5 E0_expand_relu -23330=4,3,14,14,480 0=480 1=1 5=1 6=38400 9=1
ConvolutionDepthWise     E0_dw                    1 1 E0_expand_relu E0_dw_relu -23330=4,3,14,14,480 0=480 1=3 4=1 5=1 6=4320 7=480 9=1
Convolution              E0_linear                1 1 E0_dw_relu E0_linear_bn -23330=4,3,14,14,96 0=96 1=1 5=1 6=46080
Split                    splitncnn_6              1 2 E0_linear_bn E0_linear_bn_splitncnn_0 E0_linear_bn_splitncnn_1 -23330=8,3,14,14,96,3,14,14,96
Convolution              E1_expand                1 1 E0_linear_bn_splitncnn_1 E1_expand_relu -23330=4,3,14,14,576 0=576 1=1 5=1 6=55296 9=1
ConvolutionDepthWise     E1_dw                    1 1 E1_expand_relu E1_dw_relu -23330=4,3,14,14,576 0=576 1=3 4=1 5=1 6=5184 7=576 9=1
Convolution              E1_linear                1 1 E1_dw_relu E1_linear_bn -23330=4,3,14,14,96 0=96 1=1 5=1 6=55296
BinaryOp                 unknownncnn_6            2 1 E0_linear_bn_splitncnn_0 E1_linear_bn unknownncnn_6 -23330=4,3,14,14,96
Convolution              F0_expand                1 1 unknownncnn_6 F0_expand_relu -23330=4,3,14,14,576 0=576 1=1 5=1 6=55296 9=1
ConvolutionDepthWise     F0_dw                    1 1 F0_expand_relu F0_dw_relu -23330=4,3,7,7,576 0=576 1=5 3=2 4=2 5=1 6=14400 7=576 9=1
Convolution              F0_linear                1 1 F0_dw_relu F0_linear_bn -23330=4,3,7,7,192 0=192 1=1 5=1 6=110592
Split                    splitncnn_7              1 2 F0_linear_bn F0_linear_bn_splitncnn_0 F0_linear_bn_splitncnn_1 -23330=8,3,7,7,192,3,7,7,192
Convolution              F1_expand                1 1 F0_linear_bn_splitncnn_1 F1_expand_relu -23330=4,3,7,7,1152 0=1152 1=1 5=1 6=221184 9=1
ConvolutionDepthWise     F1_dw                    1 1 F1_expand_relu F1_dw_relu -23330=4,3,7,7,1152 0=1152 1=5 4=2 5=1 6=28800 7=1152 9=1
Convolution              F1_linear                1 1 F1_dw_relu F1_linear_bn -23330=4,3,7,7,192 0=192 1=1 5=1 6=221184
BinaryOp                 unknownncnn_7            2 1 F0_linear_bn_splitncnn_0 F1_linear_bn unknownncnn_7 -23330=4,3,7,7,192
Split                    splitncnn_8              1 2 unknownncnn_7 unknownncnn_7_splitncnn_0 unknownncnn_7_splitncnn_1 -23330=8,3,7,7,192,3,7,7,192
Convolution              F2_expand                1 1 unknownncnn_7_splitncnn_1 F2_expand_relu -23330=4,3,7,7,1152 0=1152 1=1 5=1 6=221184 9=1
ConvolutionDepthWise     F2_dw                    1 1 F2_expand_relu F2_dw_relu -23330=4,3,7,7,1152 0=1152 1=5 4=2 5=1 6=28800 7=1152 9=1
Convolution              F2_linear                1 1 F2_dw_relu F2_linear_bn -23330=4,3,7,7,192 0=192 1=1 5=1 6=221184
BinaryOp                 unknownncnn_8            2 1 unknownncnn_7_splitncnn_0 F2_linear_bn unknownncnn_8 -23330=4,3,7,7,192
Split                    splitncnn_9              1 2 unknownncnn_8 unknownncnn_8_splitncnn_0 unknownncnn_8_splitncnn_1 -23330=8,3,7,7,192,3,7,7,192
Convolution              F3_expand                1 1 unknownncnn_8_splitncnn_1 F3_expand_relu -23330=4,3,7,7,1152 0=1152 1=1 5=1 6=221184 9=1
ConvolutionDepthWise     F3_dw                    1 1 F3_expand_relu F3_dw_relu -23330=4,3,7,7,1152 0=1152 1=5 4=2 5=1 6=28800 7=1152 9=1
Convolution              F3_linear                1 1 F3_dw_relu F3_linear_bn -23330=4,3,7,7,192 0=192 1=1 5=1 6=221184
BinaryOp                 unknownncnn_9            2 1 unknownncnn_8_splitncnn_0 F3_linear_bn unknownncnn_9 -23330=4,3,7,7,192
Convolution              G0_expand                1 1 unknownncnn_9 G0_expand_relu -23330=4,3,7,7,1152 0=1152 1=1 5=1 6=221184 9=1
ConvolutionDepthWise     G0_dw                    1 1 G0_expand_relu G0_dw_relu -23330=4,3,7,7,1152 0=1152 1=3 4=1 5=1 6=10368 7=1152 9=1
Convolution              G0_linear                1 1 G0_dw_relu G0_linear_bn -23330=4,3,7,7,320 0=320 1=1 5=1 6=368640
Convolution              last-1x1-conv            1 1 G0_linear_bn last-1x1-conv_relu -23330=4,3,7,7,1280 0=1280 1=1 5=1 6=409600 9=1
Pooling                  avgpool                  1 1 last-1x1-conv_relu flatten -23330=4,1,1280,1,1 0=1 1=7 4=1 5=1
InnerProduct             fc                       1 1 flatten fc -23330=4,1,1000,1,1 0=1000 1=1 2=1280000
Softmax                  prob                     1 1 fc output -23330=4,1,1000,1,1