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- 7767517
- 194 207
- Input data 0 1 data
- Convolution first-3x3-conv 1 1 data first-3x3-conv 0=32 1=3 11=3 2=1 12=1 3=2 13=2 4=1 14=1 5=0 6=864
- BatchNorm first-3x3-conv_bn 1 1 first-3x3-conv first-3x3-conv_bn 0=32
- ReLU first-3x3-conv_relu 1 1 first-3x3-conv_bn first-3x3-conv_relu
- ConvolutionDepthWise A0_dw 1 1 first-3x3-conv_relu A0_dw 0=32 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 5=0 6=288 7=32
- BatchNorm A0_dw_bn 1 1 A0_dw A0_dw_bn 0=32
- ReLU A0_dw_relu 1 1 A0_dw_bn A0_dw_relu
- Convolution A0_linear 1 1 A0_dw_relu A0_linear 0=32 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=1024
- BatchNorm A0_linear_bn 1 1 A0_linear A0_linear_bn 0=32
- Convolution B0_expand 1 1 A0_linear_bn B0_expand 0=48 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=1536
- BatchNorm B0_expand_bn 1 1 B0_expand B0_expand_bn 0=48
- ReLU B0_expand_relu 1 1 B0_expand_bn B0_expand_relu
- ConvolutionDepthWise B0_dw 1 1 B0_expand_relu B0_dw 0=48 1=5 11=5 2=1 12=1 3=2 13=2 4=2 14=2 5=0 6=1200 7=48
- BatchNorm B0_dw_bn 1 1 B0_dw B0_dw_bn 0=48
- ReLU B0_dw_relu 1 1 B0_dw_bn B0_dw_relu
- Convolution B0_linear 1 1 B0_dw_relu B0_linear 0=32 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=1536
- BatchNorm B0_linear_bn 1 1 B0_linear B0_linear_bn 0=32
- Split splitncnn_0 1 2 B0_linear_bn B0_linear_bn_splitncnn_0 B0_linear_bn_splitncnn_1
- Convolution B1_expand 1 1 B0_linear_bn_splitncnn_1 B1_expand 0=96 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=3072
- BatchNorm B1_expand_bn 1 1 B1_expand B1_expand_bn 0=96
- ReLU B1_expand_relu 1 1 B1_expand_bn B1_expand_relu
- ConvolutionDepthWise B1_dw 1 1 B1_expand_relu B1_dw 0=96 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 5=0 6=864 7=96
- BatchNorm B1_dw_bn 1 1 B1_dw B1_dw_bn 0=96
- ReLU B1_dw_relu 1 1 B1_dw_bn B1_dw_relu
- Convolution B1_linear 1 1 B1_dw_relu B1_linear 0=32 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=3072
- BatchNorm B1_linear_bn 1 1 B1_linear B1_linear_bn 0=32
- BinaryOp unknownncnn_0 2 1 B0_linear_bn_splitncnn_0 B1_linear_bn unknownncnn_0 0=0
- Convolution C0_expand 1 1 unknownncnn_0 C0_expand 0=96 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=3072
- BatchNorm C0_expand_bn 1 1 C0_expand C0_expand_bn 0=96
- ReLU C0_expand_relu 1 1 C0_expand_bn C0_expand_relu
- ConvolutionDepthWise C0_dw 1 1 C0_expand_relu C0_dw 0=96 1=7 11=7 2=1 12=1 3=2 13=2 4=3 14=3 5=0 6=4704 7=96
- BatchNorm C0_dw_bn 1 1 C0_dw C0_dw_bn 0=96
- ReLU C0_dw_relu 1 1 C0_dw_bn C0_dw_relu
- Convolution C0_linear 1 1 C0_dw_relu C0_linear 0=40 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=3840
- BatchNorm C0_linear_bn 1 1 C0_linear C0_linear_bn 0=40
- Split splitncnn_1 1 2 C0_linear_bn C0_linear_bn_splitncnn_0 C0_linear_bn_splitncnn_1
- Convolution C1_expand 1 1 C0_linear_bn_splitncnn_1 C1_expand 0=120 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=4800
- BatchNorm C1_expand_bn 1 1 C1_expand C1_expand_bn 0=120
- ReLU C1_expand_relu 1 1 C1_expand_bn C1_expand_relu
- ConvolutionDepthWise C1_dw 1 1 C1_expand_relu C1_dw 0=120 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 5=0 6=1080 7=120
- BatchNorm C1_dw_bn 1 1 C1_dw C1_dw_bn 0=120
- ReLU C1_dw_relu 1 1 C1_dw_bn C1_dw_relu
- Convolution C1_linear 1 1 C1_dw_relu C1_linear 0=40 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=4800
- BatchNorm C1_linear_bn 1 1 C1_linear C1_linear_bn 0=40
- BinaryOp unknownncnn_1 2 1 C0_linear_bn_splitncnn_0 C1_linear_bn unknownncnn_1 0=0
- Split splitncnn_2 1 2 unknownncnn_1 unknownncnn_1_splitncnn_0 unknownncnn_1_splitncnn_1
- Convolution C2_expand 1 1 unknownncnn_1_splitncnn_1 C2_expand 0=120 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=4800
- BatchNorm C2_expand_bn 1 1 C2_expand C2_expand_bn 0=120
- ReLU C2_expand_relu 1 1 C2_expand_bn C2_expand_relu
- ConvolutionDepthWise C2_dw 1 1 C2_expand_relu C2_dw 0=120 1=5 11=5 2=1 12=1 3=1 13=1 4=2 14=2 5=0 6=3000 7=120
- BatchNorm C2_dw_bn 1 1 C2_dw C2_dw_bn 0=120
- ReLU C2_dw_relu 1 1 C2_dw_bn C2_dw_relu
- Convolution C2_linear 1 1 C2_dw_relu C2_linear 0=40 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=4800
- BatchNorm C2_linear_bn 1 1 C2_linear C2_linear_bn 0=40
- BinaryOp unknownncnn_2 2 1 unknownncnn_1_splitncnn_0 C2_linear_bn unknownncnn_2 0=0
- Split splitncnn_3 1 2 unknownncnn_2 unknownncnn_2_splitncnn_0 unknownncnn_2_splitncnn_1
- Convolution C3_expand 1 1 unknownncnn_2_splitncnn_1 C3_expand 0=120 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=4800
- BatchNorm C3_expand_bn 1 1 C3_expand C3_expand_bn 0=120
- ReLU C3_expand_relu 1 1 C3_expand_bn C3_expand_relu
- ConvolutionDepthWise C3_dw 1 1 C3_expand_relu C3_dw 0=120 1=5 11=5 2=1 12=1 3=1 13=1 4=2 14=2 5=0 6=3000 7=120
- BatchNorm C3_dw_bn 1 1 C3_dw C3_dw_bn 0=120
- ReLU C3_dw_relu 1 1 C3_dw_bn C3_dw_relu
- Convolution C3_linear 1 1 C3_dw_relu C3_linear 0=40 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=4800
- BatchNorm C3_linear_bn 1 1 C3_linear C3_linear_bn 0=40
- BinaryOp unknownncnn_3 2 1 unknownncnn_2_splitncnn_0 C3_linear_bn unknownncnn_3 0=0
- Convolution D0_expand 1 1 unknownncnn_3 D0_expand 0=240 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=9600
- BatchNorm D0_expand_bn 1 1 D0_expand D0_expand_bn 0=240
- ReLU D0_expand_relu 1 1 D0_expand_bn D0_expand_relu
- ConvolutionDepthWise D0_dw 1 1 D0_expand_relu D0_dw 0=240 1=7 11=7 2=1 12=1 3=2 13=2 4=3 14=3 5=0 6=11760 7=240
- BatchNorm D0_dw_bn 1 1 D0_dw D0_dw_bn 0=240
- ReLU D0_dw_relu 1 1 D0_dw_bn D0_dw_relu
- Convolution D0_linear 1 1 D0_dw_relu D0_linear 0=80 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=19200
- BatchNorm D0_linear_bn 1 1 D0_linear D0_linear_bn 0=80
- Split splitncnn_4 1 2 D0_linear_bn D0_linear_bn_splitncnn_0 D0_linear_bn_splitncnn_1
- Convolution D1_expand 1 1 D0_linear_bn_splitncnn_1 D1_expand 0=240 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=19200
- BatchNorm D1_expand_bn 1 1 D1_expand D1_expand_bn 0=240
- ReLU D1_expand_relu 1 1 D1_expand_bn D1_expand_relu
- ConvolutionDepthWise D1_dw 1 1 D1_expand_relu D1_dw 0=240 1=5 11=5 2=1 12=1 3=1 13=1 4=2 14=2 5=0 6=6000 7=240
- BatchNorm D1_dw_bn 1 1 D1_dw D1_dw_bn 0=240
- ReLU D1_dw_relu 1 1 D1_dw_bn D1_dw_relu
- Convolution D1_linear 1 1 D1_dw_relu D1_linear 0=80 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=19200
- BatchNorm D1_linear_bn 1 1 D1_linear D1_linear_bn 0=80
- BinaryOp unknownncnn_4 2 1 D0_linear_bn_splitncnn_0 D1_linear_bn unknownncnn_4 0=0
- Split splitncnn_5 1 2 unknownncnn_4 unknownncnn_4_splitncnn_0 unknownncnn_4_splitncnn_1
- Convolution D2_expand 1 1 unknownncnn_4_splitncnn_1 D2_expand 0=240 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=19200
- BatchNorm D2_expand_bn 1 1 D2_expand D2_expand_bn 0=240
- ReLU D2_expand_relu 1 1 D2_expand_bn D2_expand_relu
- ConvolutionDepthWise D2_dw 1 1 D2_expand_relu D2_dw 0=240 1=5 11=5 2=1 12=1 3=1 13=1 4=2 14=2 5=0 6=6000 7=240
- BatchNorm D2_dw_bn 1 1 D2_dw D2_dw_bn 0=240
- ReLU D2_dw_relu 1 1 D2_dw_bn D2_dw_relu
- Convolution D2_linear 1 1 D2_dw_relu D2_linear 0=80 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=19200
- BatchNorm D2_linear_bn 1 1 D2_linear D2_linear_bn 0=80
- BinaryOp unknownncnn_5 2 1 unknownncnn_4_splitncnn_0 D2_linear_bn unknownncnn_5 0=0
- Split splitncnn_6 1 2 unknownncnn_5 unknownncnn_5_splitncnn_0 unknownncnn_5_splitncnn_1
- Convolution D3_expand 1 1 unknownncnn_5_splitncnn_1 D3_expand 0=240 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=19200
- BatchNorm D3_expand_bn 1 1 D3_expand D3_expand_bn 0=240
- ReLU D3_expand_relu 1 1 D3_expand_bn D3_expand_relu
- ConvolutionDepthWise D3_dw 1 1 D3_expand_relu D3_dw 0=240 1=5 11=5 2=1 12=1 3=1 13=1 4=2 14=2 5=0 6=6000 7=240
- BatchNorm D3_dw_bn 1 1 D3_dw D3_dw_bn 0=240
- ReLU D3_dw_relu 1 1 D3_dw_bn D3_dw_relu
- Convolution D3_linear 1 1 D3_dw_relu D3_linear 0=80 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=19200
- BatchNorm D3_linear_bn 1 1 D3_linear D3_linear_bn 0=80
- BinaryOp unknownncnn_6 2 1 unknownncnn_5_splitncnn_0 D3_linear_bn unknownncnn_6 0=0
- Convolution E0_expand 1 1 unknownncnn_6 E0_expand 0=480 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=38400
- BatchNorm E0_expand_bn 1 1 E0_expand E0_expand_bn 0=480
- ReLU E0_expand_relu 1 1 E0_expand_bn E0_expand_relu
- ConvolutionDepthWise E0_dw 1 1 E0_expand_relu E0_dw 0=480 1=5 11=5 2=1 12=1 3=1 13=1 4=2 14=2 5=0 6=12000 7=480
- BatchNorm E0_dw_bn 1 1 E0_dw E0_dw_bn 0=480
- ReLU E0_dw_relu 1 1 E0_dw_bn E0_dw_relu
- Convolution E0_linear 1 1 E0_dw_relu E0_linear 0=96 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=46080
- BatchNorm E0_linear_bn 1 1 E0_linear E0_linear_bn 0=96
- Split splitncnn_7 1 2 E0_linear_bn E0_linear_bn_splitncnn_0 E0_linear_bn_splitncnn_1
- Convolution E1_expand 1 1 E0_linear_bn_splitncnn_1 E1_expand 0=288 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=27648
- BatchNorm E1_expand_bn 1 1 E1_expand E1_expand_bn 0=288
- ReLU E1_expand_relu 1 1 E1_expand_bn E1_expand_relu
- ConvolutionDepthWise E1_dw 1 1 E1_expand_relu E1_dw 0=288 1=5 11=5 2=1 12=1 3=1 13=1 4=2 14=2 5=0 6=7200 7=288
- BatchNorm E1_dw_bn 1 1 E1_dw E1_dw_bn 0=288
- ReLU E1_dw_relu 1 1 E1_dw_bn E1_dw_relu
- Convolution E1_linear 1 1 E1_dw_relu E1_linear 0=96 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=27648
- BatchNorm E1_linear_bn 1 1 E1_linear E1_linear_bn 0=96
- BinaryOp unknownncnn_7 2 1 E0_linear_bn_splitncnn_0 E1_linear_bn unknownncnn_7 0=0
- Split splitncnn_8 1 2 unknownncnn_7 unknownncnn_7_splitncnn_0 unknownncnn_7_splitncnn_1
- Convolution E2_expand 1 1 unknownncnn_7_splitncnn_1 E2_expand 0=288 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=27648
- BatchNorm E2_expand_bn 1 1 E2_expand E2_expand_bn 0=288
- ReLU E2_expand_relu 1 1 E2_expand_bn E2_expand_relu
- ConvolutionDepthWise E2_dw 1 1 E2_expand_relu E2_dw 0=288 1=5 11=5 2=1 12=1 3=1 13=1 4=2 14=2 5=0 6=7200 7=288
- BatchNorm E2_dw_bn 1 1 E2_dw E2_dw_bn 0=288
- ReLU E2_dw_relu 1 1 E2_dw_bn E2_dw_relu
- Convolution E2_linear 1 1 E2_dw_relu E2_linear 0=96 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=27648
- BatchNorm E2_linear_bn 1 1 E2_linear E2_linear_bn 0=96
- BinaryOp unknownncnn_8 2 1 unknownncnn_7_splitncnn_0 E2_linear_bn unknownncnn_8 0=0
- Split splitncnn_9 1 2 unknownncnn_8 unknownncnn_8_splitncnn_0 unknownncnn_8_splitncnn_1
- Convolution E3_expand 1 1 unknownncnn_8_splitncnn_1 E3_expand 0=288 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=27648
- BatchNorm E3_expand_bn 1 1 E3_expand E3_expand_bn 0=288
- ReLU E3_expand_relu 1 1 E3_expand_bn E3_expand_relu
- ConvolutionDepthWise E3_dw 1 1 E3_expand_relu E3_dw 0=288 1=5 11=5 2=1 12=1 3=1 13=1 4=2 14=2 5=0 6=7200 7=288
- BatchNorm E3_dw_bn 1 1 E3_dw E3_dw_bn 0=288
- ReLU E3_dw_relu 1 1 E3_dw_bn E3_dw_relu
- Convolution E3_linear 1 1 E3_dw_relu E3_linear 0=96 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=27648
- BatchNorm E3_linear_bn 1 1 E3_linear E3_linear_bn 0=96
- BinaryOp unknownncnn_9 2 1 unknownncnn_8_splitncnn_0 E3_linear_bn unknownncnn_9 0=0
- Convolution F0_expand 1 1 unknownncnn_9 F0_expand 0=576 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=55296
- BatchNorm F0_expand_bn 1 1 F0_expand F0_expand_bn 0=576
- ReLU F0_expand_relu 1 1 F0_expand_bn F0_expand_relu
- ConvolutionDepthWise F0_dw 1 1 F0_expand_relu F0_dw 0=576 1=7 11=7 2=1 12=1 3=2 13=2 4=3 14=3 5=0 6=28224 7=576
- BatchNorm F0_dw_bn 1 1 F0_dw F0_dw_bn 0=576
- ReLU F0_dw_relu 1 1 F0_dw_bn F0_dw_relu
- Convolution F0_linear 1 1 F0_dw_relu F0_linear 0=192 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=110592
- BatchNorm F0_linear_bn 1 1 F0_linear F0_linear_bn 0=192
- Split splitncnn_10 1 2 F0_linear_bn F0_linear_bn_splitncnn_0 F0_linear_bn_splitncnn_1
- Convolution F1_expand 1 1 F0_linear_bn_splitncnn_1 F1_expand 0=1152 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=221184
- BatchNorm F1_expand_bn 1 1 F1_expand F1_expand_bn 0=1152
- ReLU F1_expand_relu 1 1 F1_expand_bn F1_expand_relu
- ConvolutionDepthWise F1_dw 1 1 F1_expand_relu F1_dw 0=1152 1=7 11=7 2=1 12=1 3=1 13=1 4=3 14=3 5=0 6=56448 7=1152
- BatchNorm F1_dw_bn 1 1 F1_dw F1_dw_bn 0=1152
- ReLU F1_dw_relu 1 1 F1_dw_bn F1_dw_relu
- Convolution F1_linear 1 1 F1_dw_relu F1_linear 0=192 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=221184
- BatchNorm F1_linear_bn 1 1 F1_linear F1_linear_bn 0=192
- BinaryOp unknownncnn_10 2 1 F0_linear_bn_splitncnn_0 F1_linear_bn unknownncnn_10 0=0
- Split splitncnn_11 1 2 unknownncnn_10 unknownncnn_10_splitncnn_0 unknownncnn_10_splitncnn_1
- Convolution F2_expand 1 1 unknownncnn_10_splitncnn_1 F2_expand 0=576 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=110592
- BatchNorm F2_expand_bn 1 1 F2_expand F2_expand_bn 0=576
- ReLU F2_expand_relu 1 1 F2_expand_bn F2_expand_relu
- ConvolutionDepthWise F2_dw 1 1 F2_expand_relu F2_dw 0=576 1=7 11=7 2=1 12=1 3=1 13=1 4=3 14=3 5=0 6=28224 7=576
- BatchNorm F2_dw_bn 1 1 F2_dw F2_dw_bn 0=576
- ReLU F2_dw_relu 1 1 F2_dw_bn F2_dw_relu
- Convolution F2_linear 1 1 F2_dw_relu F2_linear 0=192 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=110592
- BatchNorm F2_linear_bn 1 1 F2_linear F2_linear_bn 0=192
- BinaryOp unknownncnn_11 2 1 unknownncnn_10_splitncnn_0 F2_linear_bn unknownncnn_11 0=0
- Split splitncnn_12 1 2 unknownncnn_11 unknownncnn_11_splitncnn_0 unknownncnn_11_splitncnn_1
- Convolution F3_expand 1 1 unknownncnn_11_splitncnn_1 F3_expand 0=576 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=110592
- BatchNorm F3_expand_bn 1 1 F3_expand F3_expand_bn 0=576
- ReLU F3_expand_relu 1 1 F3_expand_bn F3_expand_relu
- ConvolutionDepthWise F3_dw 1 1 F3_expand_relu F3_dw 0=576 1=7 11=7 2=1 12=1 3=1 13=1 4=3 14=3 5=0 6=28224 7=576
- BatchNorm F3_dw_bn 1 1 F3_dw F3_dw_bn 0=576
- ReLU F3_dw_relu 1 1 F3_dw_bn F3_dw_relu
- Convolution F3_linear 1 1 F3_dw_relu F3_linear 0=192 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=110592
- BatchNorm F3_linear_bn 1 1 F3_linear F3_linear_bn 0=192
- BinaryOp unknownncnn_12 2 1 unknownncnn_11_splitncnn_0 F3_linear_bn unknownncnn_12 0=0
- Convolution G0_expand 1 1 unknownncnn_12 G0_expand 0=1152 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=221184
- BatchNorm G0_expand_bn 1 1 G0_expand G0_expand_bn 0=1152
- ReLU G0_expand_relu 1 1 G0_expand_bn G0_expand_relu
- ConvolutionDepthWise G0_dw 1 1 G0_expand_relu G0_dw 0=1152 1=7 11=7 2=1 12=1 3=1 13=1 4=3 14=3 5=0 6=56448 7=1152
- BatchNorm G0_dw_bn 1 1 G0_dw G0_dw_bn 0=1152
- ReLU G0_dw_relu 1 1 G0_dw_bn G0_dw_relu
- Convolution G0_linear 1 1 G0_dw_relu G0_linear 0=320 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=368640
- BatchNorm G0_linear_bn 1 1 G0_linear G0_linear_bn 0=320
- Convolution last-1x1-conv 1 1 G0_linear_bn last-1x1-conv 0=1280 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=409600
- BatchNorm last-1x1-conv_bn 1 1 last-1x1-conv last-1x1-conv_bn 0=1280
- ReLU last-1x1-conv_relu 1 1 last-1x1-conv_bn last-1x1-conv_relu
- Pooling avgpool 1 1 last-1x1-conv_relu avgpool 0=1 1=7 4=1 5=1
- Flatten flatten 1 1 avgpool flatten
- InnerProduct fc 1 1 flatten fc 0=1000 1=1 2=1280000
- Softmax prob 1 1 fc prob 0=0
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