| image |
ConstantInput |
|
|
[[1,3,416,416]] |
[[1,3,416,416]] |
| scalerPreprocessor |
Scale |
image |
image2 |
[[1,3,416,416]] |
[[1,3,416,416]] |
| convolution_W |
ConstantInput |
|
|
[[16,3,3,3]] |
[[16,3,3,3]] |
| convolution |
Conv |
image2;convolution_W |
convolution2d_1_output |
[[1,3,416,416],[16,3,3,3]] |
[[1,16,416,416]] |
| BatchNormalization_scale |
ConstantInput |
|
|
[[16]] |
[[16]] |
| BatchNormalization_B |
ConstantInput |
|
|
[[16]] |
[[16]] |
| BatchNormalization_mean |
ConstantInput |
|
|
[[16]] |
[[16]] |
| BatchNormalization_variance |
ConstantInput |
|
|
[[16]] |
[[16]] |
| batchnorm |
BatchNorm |
convolution2d_1_output;BatchNormalization_scale;BatchNormalization_B;BatchNormalization_mean;BatchNormalization_variance |
batchnormalization_1_output |
[[1,16,416,416],[16],[16],[16],[16]] |
[[1,16,416,416],[16],[16],[16],[16]] |
| activation |
Relu |
batchnormalization_1_output |
leakyrelu_1_output |
[[1,16,416,416]] |
[[1,16,416,416]] |
| pooling |
Pooling |
leakyrelu_1_output |
maxpooling2d_1_output |
[[1,16,416,416]] |
[[1,16,208,208]] |
| convolution1_W |
ConstantInput |
|
|
[[32,16,3,3]] |
[[32,16,3,3]] |
| convolution1 |
Conv |
maxpooling2d_1_output;convolution1_W |
convolution2d_2_output |
[[1,16,208,208],[32,16,3,3]] |
[[1,32,208,208]] |
| BatchNormalization_scale1 |
ConstantInput |
|
|
[[32]] |
[[32]] |
| BatchNormalization_B1 |
ConstantInput |
|
|
[[32]] |
[[32]] |
| BatchNormalization_mean1 |
ConstantInput |
|
|
[[32]] |
[[32]] |
| BatchNormalization_variance1 |
ConstantInput |
|
|
[[32]] |
[[32]] |
| batchnorm1 |
BatchNorm |
convolution2d_2_output;BatchNormalization_scale1;BatchNormalization_B1;BatchNormalization_mean1;BatchNormalization_variance1 |
batchnormalization_2_output |
[[1,32,208,208],[32],[32],[32],[32]] |
[[1,32,208,208],[32],[32],[32],[32]] |
| activation1 |
Relu |
batchnormalization_2_output |
leakyrelu_2_output |
[[1,32,208,208]] |
[[1,32,208,208]] |
| pooling1 |
Pooling |
leakyrelu_2_output |
maxpooling2d_2_output |
[[1,32,208,208]] |
[[1,32,104,104]] |
| convolution2_W |
ConstantInput |
|
|
[[64,32,3,3]] |
[[64,32,3,3]] |
| convolution2 |
Conv |
maxpooling2d_2_output;convolution2_W |
convolution2d_3_output |
[[1,32,104,104],[64,32,3,3]] |
[[1,64,104,104]] |
| BatchNormalization_scale2 |
ConstantInput |
|
|
[[64]] |
[[64]] |
| BatchNormalization_B2 |
ConstantInput |
|
|
[[64]] |
[[64]] |
| BatchNormalization_mean2 |
ConstantInput |
|
|
[[64]] |
[[64]] |
| BatchNormalization_variance2 |
ConstantInput |
|
|
[[64]] |
[[64]] |
| batchnorm2 |
BatchNorm |
convolution2d_3_output;BatchNormalization_scale2;BatchNormalization_B2;BatchNormalization_mean2;BatchNormalization_variance2 |
batchnormalization_3_output |
[[1,64,104,104],[64],[64],[64],[64]] |
[[1,64,104,104],[64],[64],[64],[64]] |
| activation2 |
Relu |
batchnormalization_3_output |
leakyrelu_3_output |
[[1,64,104,104]] |
[[1,64,104,104]] |
| pooling2 |
Pooling |
leakyrelu_3_output |
maxpooling2d_3_output |
[[1,64,104,104]] |
[[1,64,52,52]] |
| convolution3_W |
ConstantInput |
|
|
[[128,64,3,3]] |
[[128,64,3,3]] |
| convolution3 |
Conv |
maxpooling2d_3_output;convolution3_W |
convolution2d_4_output |
[[1,64,52,52],[128,64,3,3]] |
[[1,128,52,52]] |
| BatchNormalization_scale3 |
ConstantInput |
|
|
[[128]] |
[[128]] |
| BatchNormalization_B3 |
ConstantInput |
|
|
[[128]] |
[[128]] |
| BatchNormalization_mean3 |
ConstantInput |
|
|
[[128]] |
[[128]] |
| BatchNormalization_variance3 |
ConstantInput |
|
|
[[128]] |
[[128]] |
| batchnorm3 |
BatchNorm |
convolution2d_4_output;BatchNormalization_scale3;BatchNormalization_B3;BatchNormalization_mean3;BatchNormalization_variance3 |
batchnormalization_4_output |
[[1,128,52,52],[128],[128],[128],[128]] |
[[1,128,52,52],[128],[128],[128],[128]] |
| activation3 |
Relu |
batchnormalization_4_output |
leakyrelu_4_output |
[[1,128,52,52]] |
[[1,128,52,52]] |
| pooling3 |
Pooling |
leakyrelu_4_output |
maxpooling2d_4_output |
[[1,128,52,52]] |
[[1,128,26,26]] |
| convolution4_W |
ConstantInput |
|
|
[[256,128,3,3]] |
[[256,128,3,3]] |
| convolution4 |
Conv |
maxpooling2d_4_output;convolution4_W |
convolution2d_5_output |
[[1,128,26,26],[256,128,3,3]] |
[[1,256,26,26]] |
| BatchNormalization_scale4 |
ConstantInput |
|
|
[[256]] |
[[256]] |
| BatchNormalization_B4 |
ConstantInput |
|
|
[[256]] |
[[256]] |
| BatchNormalization_mean4 |
ConstantInput |
|
|
[[256]] |
[[256]] |
| BatchNormalization_variance4 |
ConstantInput |
|
|
[[256]] |
[[256]] |
| batchnorm4 |
BatchNorm |
convolution2d_5_output;BatchNormalization_scale4;BatchNormalization_B4;BatchNormalization_mean4;BatchNormalization_variance4 |
batchnormalization_5_output |
[[1,256,26,26],[256],[256],[256],[256]] |
[[1,256,26,26],[256],[256],[256],[256]] |
| activation4 |
Relu |
batchnormalization_5_output |
leakyrelu_5_output |
[[1,256,26,26]] |
[[1,256,26,26]] |
| pooling4 |
Pooling |
leakyrelu_5_output |
maxpooling2d_5_output |
[[1,256,26,26]] |
[[1,256,13,13]] |
| convolution5_W |
ConstantInput |
|
|
[[512,256,3,3]] |
[[512,256,3,3]] |
| convolution5 |
Conv |
maxpooling2d_5_output;convolution5_W |
convolution2d_6_output |
[[1,256,13,13],[512,256,3,3]] |
[[1,512,13,13]] |
| BatchNormalization_scale5 |
ConstantInput |
|
|
[[512]] |
[[512]] |
| BatchNormalization_B5 |
ConstantInput |
|
|
[[512]] |
[[512]] |
| BatchNormalization_mean5 |
ConstantInput |
|
|
[[512]] |
[[512]] |
| BatchNormalization_variance5 |
ConstantInput |
|
|
[[512]] |
[[512]] |
| batchnorm5 |
BatchNorm |
convolution2d_6_output;BatchNormalization_scale5;BatchNormalization_B5;BatchNormalization_mean5;BatchNormalization_variance5 |
batchnormalization_6_output |
[[1,512,13,13],[512],[512],[512],[512]] |
[[1,512,13,13],[512],[512],[512],[512]] |
| activation5 |
Relu |
batchnormalization_6_output |
leakyrelu_6_output |
[[1,512,13,13]] |
[[1,512,13,13]] |
| pooling5 |
Pooling |
leakyrelu_6_output |
maxpooling2d_6_output |
[[1,512,13,13]] |
[[1,512,12,12]] |
| convolution6_W |
ConstantInput |
|
|
[[1024,512,3,3]] |
[[1024,512,3,3]] |
| convolution6 |
Conv |
maxpooling2d_6_output;convolution6_W |
convolution2d_7_output |
[[1,512,12,12],[1024,512,3,3]] |
[[1,1024,12,12]] |
| BatchNormalization_scale6 |
ConstantInput |
|
|
[[1024]] |
[[1024]] |
| BatchNormalization_B6 |
ConstantInput |
|
|
[[1024]] |
[[1024]] |
| BatchNormalization_mean6 |
ConstantInput |
|
|
[[1024]] |
[[1024]] |
| BatchNormalization_variance6 |
ConstantInput |
|
|
[[1024]] |
[[1024]] |
| batchnorm6 |
BatchNorm |
convolution2d_7_output;BatchNormalization_scale6;BatchNormalization_B6;BatchNormalization_mean6;BatchNormalization_variance6 |
batchnormalization_7_output |
[[1,1024,12,12],[1024],[1024],[1024],[1024]] |
[[1,1024,12,12],[1024],[1024],[1024],[1024]] |
| activation6 |
Relu |
batchnormalization_7_output |
leakyrelu_7_output |
[[1,1024,12,12]] |
[[1,1024,12,12]] |
| convolution7_W |
ConstantInput |
|
|
[[1024,1024,3,3]] |
[[1024,1024,3,3]] |
| convolution7 |
Conv |
leakyrelu_7_output;convolution7_W |
convolution2d_8_output |
[[1,1024,12,12],[1024,1024,3,3]] |
[[1,1024,12,12]] |
| BatchNormalization_scale7 |
ConstantInput |
|
|
[[1024]] |
[[1024]] |
| BatchNormalization_B7 |
ConstantInput |
|
|
[[1024]] |
[[1024]] |
| BatchNormalization_mean7 |
ConstantInput |
|
|
[[1024]] |
[[1024]] |
| BatchNormalization_variance7 |
ConstantInput |
|
|
[[1024]] |
[[1024]] |
| batchnorm7 |
BatchNorm |
convolution2d_8_output;BatchNormalization_scale7;BatchNormalization_B7;BatchNormalization_mean7;BatchNormalization_variance7 |
batchnormalization_8_output |
[[1,1024,12,12],[1024],[1024],[1024],[1024]] |
[[1,1024,12,12],[1024],[1024],[1024],[1024]] |
| activation7 |
Relu |
batchnormalization_8_output |
leakyrelu_8_output |
[[1,1024,12,12]] |
[[1,1024,12,12]] |
| convolution8_W |
ConstantInput |
|
|
[[125,1024,1,1]] |
[[125,1024,1,1]] |
| convolution8_B |
ConstantInput |
|
|
[[125]] |
[[125]] |
| convolution8 |
Conv |
leakyrelu_8_output;convolution8_W;convolution8_B |
grid |
[[1,1024,12,12],[125,1024,1,1],[125]] |
[[1,125,12,12]] |