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input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:YDefault/features-SequentialCell/5-InvertedResidual/conv-SequentialCell/2-Conv2d/Cast-op39 J[ValueNode]0(Float16):81"Constant*$ valueR  Bvalue0  type:value0  .2036_1_top:features.5.conv.1.features.0.weight [ValueNode]0(Float16):812036_1_top:x:822036_1_top:x:82"Cast*%R Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/5-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/0-DepthWiseConv/Cast-op40 J[ValueNode]0(Float16):83"Constant*$ valueR  Bvalue0  type:value0  .2036_1_top:features.5.conv.0.features.0.weight [ValueNode]0(Float16):832036_1_top:output:842036_1_top:output:84"Cast*%R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:~Default/features-SequentialCell/5-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/0-Conv2d/Cast-op41 J[ValueNode]0(Float16):85"Constant*$ valueR  Bvalue0  type:value0  #2036_1_top:features.4.conv.2.weight [ValueNode]0(Float16):852036_1_top:output:862036_1_top:output:86"Cast*%R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:YDefault/features-SequentialCell/4-InvertedResidual/conv-SequentialCell/2-Conv2d/Cast-op42 J[ValueNode]0(Float16):87"Constant*$ valueR  Bvalue0  type:value0  .2036_1_top:features.4.conv.1.features.0.weight [ValueNode]0(Float16):872036_1_top:x:882036_1_top:x:88"Cast*%R Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/4-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/0-DepthWiseConv/Cast-op43 J[ValueNode]0(Float16):89"Constant*$ valueR  Bvalue0  type:value0  .2036_1_top:features.4.conv.0.features.0.weight [ValueNode]0(Float16):892036_1_top:output:902036_1_top:output:90"Cast*%R Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:~Default/features-SequentialCell/3-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/0-Conv2d/Cast-op44 J[ValueNode]0(Float16):91"Constant*$ valueR  Bvalue0  type:value0  #2036_1_top:features.3.conv.2.weight [ValueNode]0(Float16):912036_1_top:output:922036_1_top:output:92"Cast*%R Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:YDefault/features-SequentialCell/3-InvertedResidual/conv-SequentialCell/2-Conv2d/Cast-op45 J[ValueNode]0(Float16):93"Constant*$ valueR  Bvalue0  type:value0  .2036_1_top:features.3.conv.1.features.0.weight [ValueNode]0(Float16):932036_1_top:x:942036_1_top:x:94"Cast*%R Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/3-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/0-DepthWiseConv/Cast-op46 J[ValueNode]0(Float16):95"Constant*$ valueR  Bvalue0  type:value0  .2036_1_top:features.3.conv.0.features.0.weight [ValueNode]0(Float16):952036_1_top:output:962036_1_top:output:96"Cast*%R Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:~Default/features-SequentialCell/3-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/0-Conv2d/Cast-op47 J[ValueNode]0(Float16):97"Constant*$ valueR  Bvalue0  type:value0  #2036_1_top:features.2.conv.2.weight [ValueNode]0(Float16):972036_1_top:output:982036_1_top:output:98"Cast*$R` Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:YDefault/features-SequentialCell/2-InvertedResidual/conv-SequentialCell/2-Conv2d/Cast-op48 J[ValueNode]0(Float16):99"Constant*$ valueR  Bvalue0  type:value0  .2036_1_top:features.2.conv.1.features.0.weight [ValueNode]0(Float16):992036_1_top:x:1002036_1_top:x:100"Cast*$R` Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/2-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/0-DepthWiseConv/Cast-op49 K[ValueNode]0(Float16):101"Constant*$ valueR  Bvalue0  type:value0  .2036_1_top:features.2.conv.0.features.0.weight [ValueNode]0(Float16):1012036_1_top:output:1022036_1_top:output:102"Cast*$R` Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:~Default/features-SequentialCell/2-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/0-Conv2d/Cast-op50 K[ValueNode]0(Float16):103"Constant*$ valueR  Bvalue0  type:value0  #2036_1_top:features.1.conv.1.weight [ValueNode]0(Float16):1032036_1_top:output:1042036_1_top:output:104"Cast*$R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:YDefault/features-SequentialCell/1-InvertedResidual/conv-SequentialCell/1-Conv2d/Cast-op51 K[ValueNode]0(Float16):105"Constant*$ valueR  Bvalue0  type:value0  .2036_1_top:features.1.conv.0.features.0.weight [ValueNode]0(Float16):1052036_1_top:x:1062036_1_top:x:106"Cast*$R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/1-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/0-DepthWiseConv/Cast-op52 K[ValueNode]0(Float16):107"Constant*$ valueR  Bvalue0  type:value0  '2036_1_top:features.0.features.0.weight [ValueNode]0(Float16):1072036_1_top:output:1082036_1_top:output:108"Cast*$R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:WDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/0-Conv2d/Cast-op53 K[ValueNode]0(Float16):109"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:args0 [ValueNode]0(Float16):1092036_1_top:1:1102036_1_top:1:110"Cast*&R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/Cast-op54  2036_1_top:1:110 2036_1_top:output:1082036_1_top:output:1112036_1_top:output:111"Conv2D*$R  pp Bshape1 shape:shape1,*w pad_listR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*) groupR *Bvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*N kernel_sizeR *Bvalue1R *Bvalue2 scalar:Tuple[value1,value2,],*/ out_channelR * Bvalue0  scalar:value0*. pad_modeR2padBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:YDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/0-Conv2d/Conv2D-op55 K[ValueNode]2(Float32):112"Constant*$ valueR Bvalue0  type:value0  2036_1_top:output:111 [ValueNode]2(Float32):1122036_1_top:3:1132036_1_top:3:113"Cast*$R  ppBshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:YDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op56  2036_1_top:3:113 &2036_1_top:features.0.features.1.gamma %2036_1_top:features.0.features.1.beta ,2036_1_top:features.0.features.1.moving_mean 02036_1_top:features.0.features.1.moving_variance2036_1_top:4:1142036_1_top:4:114" BatchNorm*R  ppBshape1R  Bshape2R  Bshape3R  Bshape4R  Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:nDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op57 J[ValueNode]5(0):115"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:4:114 [ValueNode]5(0):1152036_1_top:[CNode]6:1162036_1_top:[CNode]6:116" tuple_getitem*$R  ppBshape1 shape:shape1,:rDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op58 K[ValueNode]0(Float16):117"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:116 [ValueNode]0(Float16):1172036_1_top:[CNode]7:1182036_1_top:[CNode]7:118"Cast*$R  pp Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:YDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op59  2036_1_top:[CNode]7:1182036_1_top:[CNode]8:1192036_1_top:[CNode]8:119"ReLU*$R  pp Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*7 input_namesR 2xBvalue1 scalar:List[value1,],:UDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/2-ReLU/ReLU-op60 2036_1_top:[CNode]8:119 2036_1_top:x:1062036_1_top:x:1202036_1_top:x:120"DepthwiseConv2dNative*$R  pp Bshape1 shape:shape1,*s padsR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*) groupR *Bvalue0  scalar:value0*6 channel_multiplierR *Bvalue0  scalar:value0*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*/ kernel_sizeR *Bvalue0  scalar:value0*. pad_modeR2padBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:Default/features-SequentialCell/1-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/0-DepthWiseConv/DepthwiseConv2dNative-op61 K[ValueNode]2(Float32):121"Constant*$ valueR Bvalue0  type:value0  2036_1_top:x:120 [ValueNode]2(Float32):1212036_1_top:9:1222036_1_top:9:122"Cast*$R  ppBshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/1-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/Cast-op62  2036_1_top:9:122 -2036_1_top:features.1.conv.0.features.1.gamma ,2036_1_top:features.1.conv.0.features.1.beta 32036_1_top:features.1.conv.0.features.1.moving_mean 72036_1_top:features.1.conv.0.features.1.moving_variance2036_1_top:[CNode]10:1232036_1_top:[CNode]10:123" BatchNorm*R  ppBshape1R  Bshape2R  Bshape3R  Bshape4R  Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:Default/features-SequentialCell/1-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op63 J[ValueNode]5(0):124"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:[CNode]10:123 [ValueNode]5(0):1242036_1_top:[CNode]6:1252036_1_top:[CNode]6:125" tuple_getitem*$R  ppBshape1 shape:shape1,:rDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op64 K[ValueNode]0(Float16):126"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:125 [ValueNode]0(Float16):1262036_1_top:[CNode]11:1272036_1_top:[CNode]11:127"Cast*$R  pp Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/1-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op65  2036_1_top:[CNode]11:1272036_1_top:[CNode]12:1282036_1_top:[CNode]12:128"ReLU*$R  pp Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*7 input_namesR 2xBvalue1 scalar:List[value1,],:|Default/features-SequentialCell/1-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/2-ReLU/ReLU-op66  2036_1_top:[CNode]12:128 2036_1_top:output:1042036_1_top:output:1292036_1_top:output:129"Conv2D*$R pp Bshape1 shape:shape1,*w pad_listR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*) groupR *Bvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*N kernel_sizeR *Bvalue1R *Bvalue2 scalar:Tuple[value1,value2,],*/ out_channelR *Bvalue0  scalar:value0*/ pad_modeR2sameBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:[Default/features-SequentialCell/1-InvertedResidual/conv-SequentialCell/1-Conv2d/Conv2D-op67 K[ValueNode]2(Float32):130"Constant*$ valueR Bvalue0  type:value0  2036_1_top:output:129 [ValueNode]2(Float32):1302036_1_top:13:1312036_1_top:13:131"Cast*$R ppBshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:kDefault/features-SequentialCell/1-InvertedResidual/conv-SequentialCell/2-OutputTo/_op-BatchNorm2d/Cast-op68  2036_1_top:13:131 "2036_1_top:features.1.conv.2.gamma !2036_1_top:features.1.conv.2.beta (2036_1_top:features.1.conv.2.moving_mean ,2036_1_top:features.1.conv.2.moving_variance2036_1_top:[CNode]14:1322036_1_top:[CNode]14:132" BatchNorm*R ppBshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:pDefault/features-SequentialCell/1-InvertedResidual/conv-SequentialCell/2-OutputTo/_op-BatchNorm2d/BatchNorm-op69 J[ValueNode]5(0):133"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:[CNode]14:132 [ValueNode]5(0):1332036_1_top:[CNode]6:1342036_1_top:[CNode]6:134" tuple_getitem*$R ppBshape1 shape:shape1,:rDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op70 K[ValueNode]0(Float16):135"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:134 [ValueNode]0(Float16):1352036_1_top:[CNode]15:1362036_1_top:[CNode]15:136"Cast*$R pp Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:[Default/features-SequentialCell/1-InvertedResidual/conv-SequentialCell/2-OutputTo/Cast-op71 2036_1_top:[CNode]15:136 2036_1_top:output:1022036_1_top:output:1372036_1_top:output:137"Conv2D*$R `pp Bshape1 shape:shape1,*w pad_listR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*) groupR *Bvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*N kernel_sizeR *Bvalue1R *Bvalue2 scalar:Tuple[value1,value2,],*/ out_channelR *`Bvalue0  scalar:value0*. pad_modeR2padBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:Default/features-SequentialCell/2-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/0-Conv2d/Conv2D-op72 K[ValueNode]2(Float32):138"Constant*$ valueR Bvalue0  type:value0  2036_1_top:output:137 [ValueNode]2(Float32):1382036_1_top:16:1392036_1_top:16:139"Cast*$R `ppBshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/2-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op73  2036_1_top:16:139 -2036_1_top:features.2.conv.0.features.1.gamma ,2036_1_top:features.2.conv.0.features.1.beta 32036_1_top:features.2.conv.0.features.1.moving_mean 72036_1_top:features.2.conv.0.features.1.moving_variance2036_1_top:17:1402036_1_top:17:140" BatchNorm*R `ppBshape1R `Bshape2R `Bshape3R `Bshape4R `Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:Default/features-SequentialCell/2-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op74 J[ValueNode]5(0):141"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:17:140 [ValueNode]5(0):1412036_1_top:[CNode]6:1422036_1_top:[CNode]6:142" tuple_getitem*$R `ppBshape1 shape:shape1,:rDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op75 K[ValueNode]0(Float16):143"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:142 [ValueNode]0(Float16):1432036_1_top:[CNode]18:1442036_1_top:[CNode]18:144"Cast*$R `pp Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/2-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op76  2036_1_top:[CNode]18:1442036_1_top:[CNode]19:1452036_1_top:[CNode]19:145"ReLU*$R `pp Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*7 input_namesR 2xBvalue1 scalar:List[value1,],:|Default/features-SequentialCell/2-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/2-ReLU/ReLU-op77 2036_1_top:[CNode]19:145 2036_1_top:x:1002036_1_top:x:1462036_1_top:x:146"DepthwiseConv2dNative*$R `88 Bshape1 shape:shape1,*s padsR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*) groupR *Bvalue0  scalar:value0*6 channel_multiplierR *Bvalue0  scalar:value0*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*/ kernel_sizeR *Bvalue0  scalar:value0*. pad_modeR2padBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:Default/features-SequentialCell/2-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/0-DepthWiseConv/DepthwiseConv2dNative-op78 K[ValueNode]2(Float32):147"Constant*$ valueR Bvalue0  type:value0  2036_1_top:x:146 [ValueNode]2(Float32):1472036_1_top:20:1482036_1_top:20:148"Cast*$R `88Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/2-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op79  2036_1_top:20:148 -2036_1_top:features.2.conv.1.features.1.gamma ,2036_1_top:features.2.conv.1.features.1.beta 32036_1_top:features.2.conv.1.features.1.moving_mean 72036_1_top:features.2.conv.1.features.1.moving_variance2036_1_top:17:1492036_1_top:17:149" BatchNorm*R `88Bshape1R `Bshape2R `Bshape3R `Bshape4R `Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:Default/features-SequentialCell/2-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op80 J[ValueNode]5(0):150"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:17:149 [ValueNode]5(0):1502036_1_top:[CNode]6:1512036_1_top:[CNode]6:151" tuple_getitem*$R `88Bshape1 shape:shape1,:rDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op81 K[ValueNode]0(Float16):152"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:151 [ValueNode]0(Float16):1522036_1_top:[CNode]21:1532036_1_top:[CNode]21:153"Cast*$R `88 Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/2-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op82  2036_1_top:[CNode]21:1532036_1_top:[CNode]22:1542036_1_top:[CNode]22:154"ReLU*$R `88 Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*7 input_namesR 2xBvalue1 scalar:List[value1,],:|Default/features-SequentialCell/2-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/2-ReLU/ReLU-op83  2036_1_top:[CNode]22:154 2036_1_top:output:982036_1_top:output:1552036_1_top:output:155"Conv2D*$R 88 Bshape1 shape:shape1,*w pad_listR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*) groupR *Bvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*N kernel_sizeR *Bvalue1R *Bvalue2 scalar:Tuple[value1,value2,],*/ out_channelR *Bvalue0  scalar:value0*/ pad_modeR2sameBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:[Default/features-SequentialCell/2-InvertedResidual/conv-SequentialCell/2-Conv2d/Conv2D-op84 K[ValueNode]2(Float32):156"Constant*$ valueR Bvalue0  type:value0  2036_1_top:output:155 [ValueNode]2(Float32):1562036_1_top:23:1572036_1_top:23:157"Cast*$R 88Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:[Default/features-SequentialCell/2-InvertedResidual/conv-SequentialCell/3-OutputTo/Cast-op85  2036_1_top:23:157 "2036_1_top:features.2.conv.3.gamma !2036_1_top:features.2.conv.3.beta (2036_1_top:features.2.conv.3.moving_mean ,2036_1_top:features.2.conv.3.moving_variance2036_1_top:24:1582036_1_top:24:158" BatchNorm*R 88Bshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:pDefault/features-SequentialCell/2-InvertedResidual/conv-SequentialCell/3-OutputTo/_op-BatchNorm2d/BatchNorm-op86 J[ValueNode]5(0):159"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:24:158 [ValueNode]5(0):1592036_1_top:[CNode]6:1602036_1_top:[CNode]6:160" tuple_getitem*$R 88Bshape1 shape:shape1,:rDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op87 K[ValueNode]0(Float16):161"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:160 [ValueNode]0(Float16):1612036_1_top:[CNode]25:1622036_1_top:[CNode]25:162"Cast*$R 88 Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:[Default/features-SequentialCell/2-InvertedResidual/conv-SequentialCell/3-OutputTo/Cast-op88 2036_1_top:[CNode]25:162 2036_1_top:output:962036_1_top:output:1632036_1_top:output:163"Conv2D*%R 88 Bshape1 shape:shape1,*w pad_listR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*) groupR *Bvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*N kernel_sizeR *Bvalue1R *Bvalue2 scalar:Tuple[value1,value2,],*0 out_channelR*Bvalue0  scalar:value0*. pad_modeR2padBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:Default/features-SequentialCell/3-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/0-Conv2d/Conv2D-op89 K[ValueNode]2(Float32):164"Constant*$ valueR Bvalue0  type:value0  2036_1_top:output:163 [ValueNode]2(Float32):1642036_1_top:26:1652036_1_top:26:165"Cast*%R 88Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/3-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op90  2036_1_top:26:165 -2036_1_top:features.3.conv.0.features.1.gamma ,2036_1_top:features.3.conv.0.features.1.beta 32036_1_top:features.3.conv.0.features.1.moving_mean 72036_1_top:features.3.conv.0.features.1.moving_variance2036_1_top:27:1662036_1_top:27:166" BatchNorm*R 88Bshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:Default/features-SequentialCell/3-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op91 J[ValueNode]5(0):167"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:27:166 [ValueNode]5(0):1672036_1_top:[CNode]6:1682036_1_top:[CNode]6:168" tuple_getitem*%R 88Bshape1 shape:shape1,:rDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op92 K[ValueNode]0(Float16):169"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:168 [ValueNode]0(Float16):1692036_1_top:[CNode]28:1702036_1_top:[CNode]28:170"Cast*%R 88 Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/3-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op93  2036_1_top:[CNode]28:1702036_1_top:[CNode]29:1712036_1_top:[CNode]29:171"ReLU*%R 88 Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*7 input_namesR 2xBvalue1 scalar:List[value1,],:|Default/features-SequentialCell/3-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/2-ReLU/ReLU-op94 2036_1_top:[CNode]29:171 2036_1_top:x:942036_1_top:x:1722036_1_top:x:172"DepthwiseConv2dNative*%R 88 Bshape1 shape:shape1,*s padsR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*) groupR *Bvalue0  scalar:value0*6 channel_multiplierR *Bvalue0  scalar:value0*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*/ kernel_sizeR *Bvalue0  scalar:value0*. pad_modeR2padBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:Default/features-SequentialCell/3-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/0-DepthWiseConv/DepthwiseConv2dNative-op95 K[ValueNode]2(Float32):173"Constant*$ valueR Bvalue0  type:value0  2036_1_top:x:172 [ValueNode]2(Float32):1732036_1_top:30:1742036_1_top:30:174"Cast*%R 88Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/3-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op96  2036_1_top:30:174 -2036_1_top:features.3.conv.1.features.1.gamma ,2036_1_top:features.3.conv.1.features.1.beta 32036_1_top:features.3.conv.1.features.1.moving_mean 72036_1_top:features.3.conv.1.features.1.moving_variance2036_1_top:27:1752036_1_top:27:175" BatchNorm*R 88Bshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:Default/features-SequentialCell/3-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op97 J[ValueNode]5(0):176"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:27:175 [ValueNode]5(0):1762036_1_top:[CNode]6:1772036_1_top:[CNode]6:177" tuple_getitem*%R 88Bshape1 shape:shape1,:rDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op98 K[ValueNode]0(Float16):178"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:177 [ValueNode]0(Float16):1782036_1_top:[CNode]31:1792036_1_top:[CNode]31:179"Cast*%R 88 Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/3-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op99  2036_1_top:[CNode]31:1792036_1_top:[CNode]32:1802036_1_top:[CNode]32:180"ReLU*%R 88 Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*7 input_namesR 2xBvalue1 scalar:List[value1,],:}Default/features-SequentialCell/3-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/2-ReLU/ReLU-op100  2036_1_top:[CNode]32:180 2036_1_top:output:922036_1_top:output:1812036_1_top:output:181"Conv2D*$R 88 Bshape1 shape:shape1,*w pad_listR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*) groupR *Bvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*N kernel_sizeR *Bvalue1R *Bvalue2 scalar:Tuple[value1,value2,],*/ out_channelR *Bvalue0  scalar:value0*/ pad_modeR2sameBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:\Default/features-SequentialCell/3-InvertedResidual/conv-SequentialCell/2-Conv2d/Conv2D-op101 K[ValueNode]2(Float32):182"Constant*$ valueR Bvalue0  type:value0  2036_1_top:output:181 [ValueNode]2(Float32):1822036_1_top:33:1832036_1_top:33:183"Cast*$R 88Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:\Default/features-SequentialCell/3-InvertedResidual/conv-SequentialCell/3-OutputTo/Cast-op102  2036_1_top:33:183 "2036_1_top:features.3.conv.3.gamma !2036_1_top:features.3.conv.3.beta (2036_1_top:features.3.conv.3.moving_mean ,2036_1_top:features.3.conv.3.moving_variance2036_1_top:24:1842036_1_top:24:184" BatchNorm*R 88Bshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:qDefault/features-SequentialCell/2-InvertedResidual/conv-SequentialCell/3-OutputTo/_op-BatchNorm2d/BatchNorm-op103 J[ValueNode]5(0):185"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:24:184 [ValueNode]5(0):1852036_1_top:[CNode]6:1862036_1_top:[CNode]6:186" tuple_getitem*$R 88Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op104 K[ValueNode]0(Float16):187"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:186 [ValueNode]0(Float16):1872036_1_top:[CNode]34:1882036_1_top:[CNode]34:188"Cast*$R 88 Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:\Default/features-SequentialCell/3-InvertedResidual/conv-SequentialCell/3-OutputTo/Cast-op105  2036_1_top:[CNode]25:162 2036_1_top:[CNode]34:1882036_1_top:[CNode]35:1892036_1_top:[CNode]35:189" TensorAdd*$R 88 Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*M input_namesR 2xBvalue1R 2yBvalue2 scalar:List[value1,value2,],:BDefault/features-SequentialCell/3-InvertedResidual/TensorAdd-op106 2036_1_top:[CNode]35:189 2036_1_top:output:902036_1_top:output:1902036_1_top:output:190"Conv2D*%R 88 Bshape1 shape:shape1,*w pad_listR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*) groupR *Bvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*N kernel_sizeR *Bvalue1R *Bvalue2 scalar:Tuple[value1,value2,],*0 out_channelR*Bvalue0  scalar:value0*. pad_modeR2padBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:Default/features-SequentialCell/3-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/0-Conv2d/Conv2D-op107 K[ValueNode]2(Float32):191"Constant*$ valueR Bvalue0  type:value0  2036_1_top:output:190 [ValueNode]2(Float32):1912036_1_top:36:1922036_1_top:36:192"Cast*%R 88Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/4-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op108  2036_1_top:36:192 -2036_1_top:features.4.conv.0.features.1.gamma ,2036_1_top:features.4.conv.0.features.1.beta 32036_1_top:features.4.conv.0.features.1.moving_mean 72036_1_top:features.4.conv.0.features.1.moving_variance2036_1_top:27:1932036_1_top:27:193" BatchNorm*R 88Bshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:Default/features-SequentialCell/3-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op109 J[ValueNode]5(0):194"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:27:193 [ValueNode]5(0):1942036_1_top:[CNode]6:1952036_1_top:[CNode]6:195" tuple_getitem*%R 88Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op110 K[ValueNode]0(Float16):196"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:195 [ValueNode]0(Float16):1962036_1_top:[CNode]37:1972036_1_top:[CNode]37:197"Cast*%R 88 Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/4-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op111  2036_1_top:[CNode]37:1972036_1_top:[CNode]38:1982036_1_top:[CNode]38:198"ReLU*%R 88 Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*7 input_namesR 2xBvalue1 scalar:List[value1,],:}Default/features-SequentialCell/4-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/2-ReLU/ReLU-op112 2036_1_top:[CNode]38:198 2036_1_top:x:882036_1_top:x:1992036_1_top:x:199"DepthwiseConv2dNative*%R  Bshape1 shape:shape1,*s padsR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*) groupR *Bvalue0  scalar:value0*6 channel_multiplierR *Bvalue0  scalar:value0*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*/ kernel_sizeR *Bvalue0  scalar:value0*. pad_modeR2padBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:Default/features-SequentialCell/4-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/0-DepthWiseConv/DepthwiseConv2dNative-op113 K[ValueNode]2(Float32):200"Constant*$ valueR Bvalue0  type:value0  2036_1_top:x:199 [ValueNode]2(Float32):2002036_1_top:39:2012036_1_top:39:201"Cast*%R Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/4-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op114  2036_1_top:39:201 -2036_1_top:features.4.conv.1.features.1.gamma ,2036_1_top:features.4.conv.1.features.1.beta 32036_1_top:features.4.conv.1.features.1.moving_mean 72036_1_top:features.4.conv.1.features.1.moving_variance2036_1_top:27:2022036_1_top:27:202" BatchNorm*R Bshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:Default/features-SequentialCell/3-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op115 J[ValueNode]5(0):203"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:27:202 [ValueNode]5(0):2032036_1_top:[CNode]6:2042036_1_top:[CNode]6:204" tuple_getitem*%R Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op116 K[ValueNode]0(Float16):205"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:204 [ValueNode]0(Float16):2052036_1_top:[CNode]40:2062036_1_top:[CNode]40:206"Cast*%R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/4-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op117  2036_1_top:[CNode]40:2062036_1_top:[CNode]41:2072036_1_top:[CNode]41:207"ReLU*%R  Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*7 input_namesR 2xBvalue1 scalar:List[value1,],:}Default/features-SequentialCell/4-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/2-ReLU/ReLU-op118  2036_1_top:[CNode]41:207 2036_1_top:output:862036_1_top:output:2082036_1_top:output:208"Conv2D*$R   Bshape1 shape:shape1,*w pad_listR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*) groupR *Bvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*N kernel_sizeR *Bvalue1R *Bvalue2 scalar:Tuple[value1,value2,],*/ out_channelR * Bvalue0  scalar:value0*/ pad_modeR2sameBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:\Default/features-SequentialCell/4-InvertedResidual/conv-SequentialCell/2-Conv2d/Conv2D-op119 K[ValueNode]2(Float32):209"Constant*$ valueR Bvalue0  type:value0  2036_1_top:output:208 [ValueNode]2(Float32):2092036_1_top:42:2102036_1_top:42:210"Cast*$R  Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:\Default/features-SequentialCell/4-InvertedResidual/conv-SequentialCell/3-OutputTo/Cast-op120  2036_1_top:42:210 "2036_1_top:features.4.conv.3.gamma !2036_1_top:features.4.conv.3.beta (2036_1_top:features.4.conv.3.moving_mean ,2036_1_top:features.4.conv.3.moving_variance2036_1_top:4:2112036_1_top:4:211" BatchNorm*R  Bshape1R  Bshape2R  Bshape3R  Bshape4R  Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:oDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op121 J[ValueNode]5(0):212"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:4:211 [ValueNode]5(0):2122036_1_top:[CNode]6:2132036_1_top:[CNode]6:213" tuple_getitem*$R  Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op122 K[ValueNode]0(Float16):214"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:213 [ValueNode]0(Float16):2142036_1_top:[CNode]43:2152036_1_top:[CNode]43:215"Cast*$R   Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:\Default/features-SequentialCell/4-InvertedResidual/conv-SequentialCell/3-OutputTo/Cast-op123 2036_1_top:[CNode]43:215 2036_1_top:output:842036_1_top:output:2162036_1_top:output:216"Conv2D*%R  Bshape1 shape:shape1,*w pad_listR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*) groupR *Bvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*N kernel_sizeR *Bvalue1R *Bvalue2 scalar:Tuple[value1,value2,],*0 out_channelR*Bvalue0  scalar:value0*. pad_modeR2padBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:Default/features-SequentialCell/5-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/0-Conv2d/Conv2D-op124 K[ValueNode]2(Float32):217"Constant*$ valueR Bvalue0  type:value0  2036_1_top:output:216 [ValueNode]2(Float32):2172036_1_top:44:2182036_1_top:44:218"Cast*%R Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/5-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op125  2036_1_top:44:218 -2036_1_top:features.5.conv.0.features.1.gamma ,2036_1_top:features.5.conv.0.features.1.beta 32036_1_top:features.5.conv.0.features.1.moving_mean 72036_1_top:features.5.conv.0.features.1.moving_variance2036_1_top:45:2192036_1_top:45:219" BatchNorm*R Bshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:Default/features-SequentialCell/5-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op126 J[ValueNode]5(0):220"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:45:219 [ValueNode]5(0):2202036_1_top:[CNode]6:2212036_1_top:[CNode]6:221" tuple_getitem*%R Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op127 K[ValueNode]0(Float16):222"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:221 [ValueNode]0(Float16):2222036_1_top:[CNode]46:2232036_1_top:[CNode]46:223"Cast*%R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/5-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op128  2036_1_top:[CNode]46:2232036_1_top:[CNode]47:2242036_1_top:[CNode]47:224"ReLU*%R  Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*7 input_namesR 2xBvalue1 scalar:List[value1,],:}Default/features-SequentialCell/5-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/2-ReLU/ReLU-op129 2036_1_top:[CNode]47:224 2036_1_top:x:822036_1_top:x:2252036_1_top:x:225"DepthwiseConv2dNative*%R  Bshape1 shape:shape1,*s padsR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*) groupR *Bvalue0  scalar:value0*6 channel_multiplierR *Bvalue0  scalar:value0*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*/ kernel_sizeR *Bvalue0  scalar:value0*. pad_modeR2padBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:Default/features-SequentialCell/5-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/0-DepthWiseConv/DepthwiseConv2dNative-op130 K[ValueNode]2(Float32):226"Constant*$ valueR Bvalue0  type:value0  2036_1_top:x:225 [ValueNode]2(Float32):2262036_1_top:48:2272036_1_top:48:227"Cast*%R Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/5-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op131  2036_1_top:48:227 -2036_1_top:features.5.conv.1.features.1.gamma ,2036_1_top:features.5.conv.1.features.1.beta 32036_1_top:features.5.conv.1.features.1.moving_mean 72036_1_top:features.5.conv.1.features.1.moving_variance2036_1_top:45:2282036_1_top:45:228" BatchNorm*R Bshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:Default/features-SequentialCell/5-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op132 J[ValueNode]5(0):229"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:45:228 [ValueNode]5(0):2292036_1_top:[CNode]6:2302036_1_top:[CNode]6:230" tuple_getitem*%R Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op133 K[ValueNode]0(Float16):231"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:230 [ValueNode]0(Float16):2312036_1_top:[CNode]49:2322036_1_top:[CNode]49:232"Cast*%R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/5-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op134  2036_1_top:[CNode]49:2322036_1_top:[CNode]50:2332036_1_top:[CNode]50:233"ReLU*%R  Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*7 input_namesR 2xBvalue1 scalar:List[value1,],:}Default/features-SequentialCell/5-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/2-ReLU/ReLU-op135  2036_1_top:[CNode]50:233 2036_1_top:output:802036_1_top:output:2342036_1_top:output:234"Conv2D*$R   Bshape1 shape:shape1,*w pad_listR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*) groupR *Bvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*N kernel_sizeR *Bvalue1R *Bvalue2 scalar:Tuple[value1,value2,],*/ out_channelR * Bvalue0  scalar:value0*/ pad_modeR2sameBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:\Default/features-SequentialCell/5-InvertedResidual/conv-SequentialCell/2-Conv2d/Conv2D-op136 K[ValueNode]2(Float32):235"Constant*$ valueR Bvalue0  type:value0  2036_1_top:output:234 [ValueNode]2(Float32):2352036_1_top:51:2362036_1_top:51:236"Cast*$R  Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:\Default/features-SequentialCell/5-InvertedResidual/conv-SequentialCell/3-OutputTo/Cast-op137  2036_1_top:51:236 "2036_1_top:features.5.conv.3.gamma !2036_1_top:features.5.conv.3.beta (2036_1_top:features.5.conv.3.moving_mean ,2036_1_top:features.5.conv.3.moving_variance2036_1_top:4:2372036_1_top:4:237" BatchNorm*R  Bshape1R  Bshape2R  Bshape3R  Bshape4R  Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:oDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op138 J[ValueNode]5(0):238"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:4:237 [ValueNode]5(0):2382036_1_top:[CNode]6:2392036_1_top:[CNode]6:239" tuple_getitem*$R  Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op139 K[ValueNode]0(Float16):240"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:239 [ValueNode]0(Float16):2402036_1_top:[CNode]52:2412036_1_top:[CNode]52:241"Cast*$R   Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:\Default/features-SequentialCell/5-InvertedResidual/conv-SequentialCell/3-OutputTo/Cast-op140  2036_1_top:[CNode]43:215 2036_1_top:[CNode]52:2412036_1_top:[CNode]53:2422036_1_top:[CNode]53:242" TensorAdd*$R   Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*M input_namesR 2xBvalue1R 2yBvalue2 scalar:List[value1,value2,],:BDefault/features-SequentialCell/5-InvertedResidual/TensorAdd-op141 2036_1_top:[CNode]53:242 2036_1_top:output:782036_1_top:output:2432036_1_top:output:243"Conv2D*%R  Bshape1 shape:shape1,*w pad_listR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*) groupR *Bvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*N kernel_sizeR *Bvalue1R *Bvalue2 scalar:Tuple[value1,value2,],*0 out_channelR*Bvalue0  scalar:value0*. pad_modeR2padBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:Default/features-SequentialCell/5-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/0-Conv2d/Conv2D-op142 K[ValueNode]2(Float32):244"Constant*$ valueR Bvalue0  type:value0  2036_1_top:output:243 [ValueNode]2(Float32):2442036_1_top:54:2452036_1_top:54:245"Cast*%R Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/6-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op143  2036_1_top:54:245 -2036_1_top:features.6.conv.0.features.1.gamma ,2036_1_top:features.6.conv.0.features.1.beta 32036_1_top:features.6.conv.0.features.1.moving_mean 72036_1_top:features.6.conv.0.features.1.moving_variance2036_1_top:45:2462036_1_top:45:246" BatchNorm*R Bshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:Default/features-SequentialCell/5-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op144 J[ValueNode]5(0):247"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:45:246 [ValueNode]5(0):2472036_1_top:[CNode]6:2482036_1_top:[CNode]6:248" tuple_getitem*%R Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op145 K[ValueNode]0(Float16):249"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:248 [ValueNode]0(Float16):2492036_1_top:[CNode]55:2502036_1_top:[CNode]55:250"Cast*%R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/6-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op146  2036_1_top:[CNode]55:2502036_1_top:[CNode]56:2512036_1_top:[CNode]56:251"ReLU*%R  Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*7 input_namesR 2xBvalue1 scalar:List[value1,],:}Default/features-SequentialCell/6-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/2-ReLU/ReLU-op147 2036_1_top:[CNode]56:251 2036_1_top:x:762036_1_top:x:2522036_1_top:x:252"DepthwiseConv2dNative*%R  Bshape1 shape:shape1,*s padsR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*) groupR *Bvalue0  scalar:value0*6 channel_multiplierR *Bvalue0  scalar:value0*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*/ kernel_sizeR *Bvalue0  scalar:value0*. pad_modeR2padBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:Default/features-SequentialCell/6-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/0-DepthWiseConv/DepthwiseConv2dNative-op148 K[ValueNode]2(Float32):253"Constant*$ valueR Bvalue0  type:value0  2036_1_top:x:252 [ValueNode]2(Float32):2532036_1_top:57:2542036_1_top:57:254"Cast*%R Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/6-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op149  2036_1_top:57:254 -2036_1_top:features.6.conv.1.features.1.gamma ,2036_1_top:features.6.conv.1.features.1.beta 32036_1_top:features.6.conv.1.features.1.moving_mean 72036_1_top:features.6.conv.1.features.1.moving_variance2036_1_top:45:2552036_1_top:45:255" BatchNorm*R Bshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:Default/features-SequentialCell/5-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op150 J[ValueNode]5(0):256"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:45:255 [ValueNode]5(0):2562036_1_top:[CNode]6:2572036_1_top:[CNode]6:257" tuple_getitem*%R Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op151 K[ValueNode]0(Float16):258"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:257 [ValueNode]0(Float16):2582036_1_top:[CNode]58:2592036_1_top:[CNode]58:259"Cast*%R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/6-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op152  2036_1_top:[CNode]58:2592036_1_top:[CNode]59:2602036_1_top:[CNode]59:260"ReLU*%R  Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*7 input_namesR 2xBvalue1 scalar:List[value1,],:}Default/features-SequentialCell/6-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/2-ReLU/ReLU-op153  2036_1_top:[CNode]59:260 2036_1_top:output:742036_1_top:output:2612036_1_top:output:261"Conv2D*$R   Bshape1 shape:shape1,*w pad_listR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*) groupR *Bvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*N kernel_sizeR *Bvalue1R *Bvalue2 scalar:Tuple[value1,value2,],*/ out_channelR * Bvalue0  scalar:value0*/ pad_modeR2sameBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:\Default/features-SequentialCell/5-InvertedResidual/conv-SequentialCell/2-Conv2d/Conv2D-op154 K[ValueNode]2(Float32):262"Constant*$ valueR Bvalue0  type:value0  2036_1_top:output:261 [ValueNode]2(Float32):2622036_1_top:60:2632036_1_top:60:263"Cast*$R  Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:\Default/features-SequentialCell/6-InvertedResidual/conv-SequentialCell/3-OutputTo/Cast-op155  2036_1_top:60:263 "2036_1_top:features.6.conv.3.gamma !2036_1_top:features.6.conv.3.beta (2036_1_top:features.6.conv.3.moving_mean ,2036_1_top:features.6.conv.3.moving_variance2036_1_top:4:2642036_1_top:4:264" BatchNorm*R  Bshape1R  Bshape2R  Bshape3R  Bshape4R  Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:oDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op156 J[ValueNode]5(0):265"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:4:264 [ValueNode]5(0):2652036_1_top:[CNode]6:2662036_1_top:[CNode]6:266" tuple_getitem*$R  Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op157 K[ValueNode]0(Float16):267"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:266 [ValueNode]0(Float16):2672036_1_top:[CNode]61:2682036_1_top:[CNode]61:268"Cast*$R   Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:\Default/features-SequentialCell/6-InvertedResidual/conv-SequentialCell/3-OutputTo/Cast-op158  2036_1_top:[CNode]53:242 2036_1_top:[CNode]61:2682036_1_top:[CNode]62:2692036_1_top:[CNode]62:269" TensorAdd*$R   Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*M input_namesR 2xBvalue1R 2yBvalue2 scalar:List[value1,value2,],:BDefault/features-SequentialCell/6-InvertedResidual/TensorAdd-op159 2036_1_top:[CNode]62:269 2036_1_top:output:722036_1_top:output:2702036_1_top:output:270"Conv2D*%R  Bshape1 shape:shape1,*w pad_listR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*) groupR *Bvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*N kernel_sizeR *Bvalue1R *Bvalue2 scalar:Tuple[value1,value2,],*0 out_channelR*Bvalue0  scalar:value0*. pad_modeR2padBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:Default/features-SequentialCell/5-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/0-Conv2d/Conv2D-op160 K[ValueNode]2(Float32):271"Constant*$ valueR Bvalue0  type:value0  2036_1_top:output:270 [ValueNode]2(Float32):2712036_1_top:63:2722036_1_top:63:272"Cast*%R Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/7-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op161  2036_1_top:63:272 -2036_1_top:features.7.conv.0.features.1.gamma ,2036_1_top:features.7.conv.0.features.1.beta 32036_1_top:features.7.conv.0.features.1.moving_mean 72036_1_top:features.7.conv.0.features.1.moving_variance2036_1_top:45:2732036_1_top:45:273" BatchNorm*R Bshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:Default/features-SequentialCell/5-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op162 J[ValueNode]5(0):274"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:45:273 [ValueNode]5(0):2742036_1_top:[CNode]6:2752036_1_top:[CNode]6:275" tuple_getitem*%R Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op163 K[ValueNode]0(Float16):276"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:275 [ValueNode]0(Float16):2762036_1_top:[CNode]64:2772036_1_top:[CNode]64:277"Cast*%R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/7-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op164  2036_1_top:[CNode]64:2772036_1_top:[CNode]65:2782036_1_top:[CNode]65:278"ReLU*%R  Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*7 input_namesR 2xBvalue1 scalar:List[value1,],:}Default/features-SequentialCell/7-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/2-ReLU/ReLU-op165 2036_1_top:[CNode]65:278 2036_1_top:x:702036_1_top:x:2792036_1_top:x:279"DepthwiseConv2dNative*%R  Bshape1 shape:shape1,*s padsR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*) groupR *Bvalue0  scalar:value0*6 channel_multiplierR *Bvalue0  scalar:value0*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*/ kernel_sizeR *Bvalue0  scalar:value0*. pad_modeR2padBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:Default/features-SequentialCell/7-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/0-DepthWiseConv/DepthwiseConv2dNative-op166 K[ValueNode]2(Float32):280"Constant*$ valueR Bvalue0  type:value0  2036_1_top:x:279 [ValueNode]2(Float32):2802036_1_top:66:2812036_1_top:66:281"Cast*%R Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/7-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op167  2036_1_top:66:281 -2036_1_top:features.7.conv.1.features.1.gamma ,2036_1_top:features.7.conv.1.features.1.beta 32036_1_top:features.7.conv.1.features.1.moving_mean 72036_1_top:features.7.conv.1.features.1.moving_variance2036_1_top:45:2822036_1_top:45:282" BatchNorm*R Bshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:Default/features-SequentialCell/5-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op168 J[ValueNode]5(0):283"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:45:282 [ValueNode]5(0):2832036_1_top:[CNode]6:2842036_1_top:[CNode]6:284" tuple_getitem*%R Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op169 K[ValueNode]0(Float16):285"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:284 [ValueNode]0(Float16):2852036_1_top:[CNode]67:2862036_1_top:[CNode]67:286"Cast*%R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/7-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op170  2036_1_top:[CNode]67:2862036_1_top:[CNode]68:2872036_1_top:[CNode]68:287"ReLU*%R  Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*7 input_namesR 2xBvalue1 scalar:List[value1,],:}Default/features-SequentialCell/7-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/2-ReLU/ReLU-op171  2036_1_top:[CNode]68:287 2036_1_top:output:682036_1_top:output:2882036_1_top:output:288"Conv2D*$R @ Bshape1 shape:shape1,*w pad_listR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*) groupR *Bvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*N kernel_sizeR *Bvalue1R *Bvalue2 scalar:Tuple[value1,value2,],*/ out_channelR *@Bvalue0  scalar:value0*/ pad_modeR2sameBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:\Default/features-SequentialCell/7-InvertedResidual/conv-SequentialCell/2-Conv2d/Conv2D-op172 K[ValueNode]2(Float32):289"Constant*$ valueR Bvalue0  type:value0  2036_1_top:output:288 [ValueNode]2(Float32):2892036_1_top:69:2902036_1_top:69:290"Cast*$R @Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:\Default/features-SequentialCell/7-InvertedResidual/conv-SequentialCell/3-OutputTo/Cast-op173  2036_1_top:69:290 "2036_1_top:features.7.conv.3.gamma !2036_1_top:features.7.conv.3.beta (2036_1_top:features.7.conv.3.moving_mean ,2036_1_top:features.7.conv.3.moving_variance2036_1_top:70:2912036_1_top:70:291" BatchNorm*R @Bshape1R @Bshape2R @Bshape3R @Bshape4R @Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:qDefault/features-SequentialCell/7-InvertedResidual/conv-SequentialCell/3-OutputTo/_op-BatchNorm2d/BatchNorm-op174 J[ValueNode]5(0):292"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:70:291 [ValueNode]5(0):2922036_1_top:[CNode]6:2932036_1_top:[CNode]6:293" tuple_getitem*$R @Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op175 K[ValueNode]0(Float16):294"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:293 [ValueNode]0(Float16):2942036_1_top:[CNode]71:2952036_1_top:[CNode]71:295"Cast*$R @ Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:\Default/features-SequentialCell/7-InvertedResidual/conv-SequentialCell/3-OutputTo/Cast-op176 2036_1_top:[CNode]71:295 2036_1_top:output:662036_1_top:output:2962036_1_top:output:296"Conv2D*%R  Bshape1 shape:shape1,*w pad_listR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*) groupR *Bvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*N kernel_sizeR *Bvalue1R *Bvalue2 scalar:Tuple[value1,value2,],*0 out_channelR*Bvalue0  scalar:value0*. pad_modeR2padBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:Default/features-SequentialCell/8-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/0-Conv2d/Conv2D-op177 K[ValueNode]2(Float32):297"Constant*$ valueR Bvalue0  type:value0  2036_1_top:output:296 [ValueNode]2(Float32):2972036_1_top:72:2982036_1_top:72:298"Cast*%R Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/8-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op178  2036_1_top:72:298 -2036_1_top:features.8.conv.0.features.1.gamma ,2036_1_top:features.8.conv.0.features.1.beta 32036_1_top:features.8.conv.0.features.1.moving_mean 72036_1_top:features.8.conv.0.features.1.moving_variance2036_1_top:73:2992036_1_top:73:299" BatchNorm*R Bshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:Default/features-SequentialCell/8-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op179 J[ValueNode]5(0):300"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:73:299 [ValueNode]5(0):3002036_1_top:[CNode]6:3012036_1_top:[CNode]6:301" tuple_getitem*%R Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op180 K[ValueNode]0(Float16):302"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:301 [ValueNode]0(Float16):3022036_1_top:[CNode]74:3032036_1_top:[CNode]74:303"Cast*%R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/8-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op181  2036_1_top:[CNode]74:3032036_1_top:[CNode]75:3042036_1_top:[CNode]75:304"ReLU*%R  Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*7 input_namesR 2xBvalue1 scalar:List[value1,],:}Default/features-SequentialCell/8-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/2-ReLU/ReLU-op182 2036_1_top:[CNode]75:304 2036_1_top:x:642036_1_top:x:3052036_1_top:x:305"DepthwiseConv2dNative*%R  Bshape1 shape:shape1,*s padsR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*) groupR *Bvalue0  scalar:value0*6 channel_multiplierR *Bvalue0  scalar:value0*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*/ kernel_sizeR *Bvalue0  scalar:value0*. pad_modeR2padBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:Default/features-SequentialCell/8-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/0-DepthWiseConv/DepthwiseConv2dNative-op183 K[ValueNode]2(Float32):306"Constant*$ valueR Bvalue0  type:value0  2036_1_top:x:305 [ValueNode]2(Float32):3062036_1_top:76:3072036_1_top:76:307"Cast*%R Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/8-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op184  2036_1_top:76:307 -2036_1_top:features.8.conv.1.features.1.gamma ,2036_1_top:features.8.conv.1.features.1.beta 32036_1_top:features.8.conv.1.features.1.moving_mean 72036_1_top:features.8.conv.1.features.1.moving_variance2036_1_top:73:3082036_1_top:73:308" BatchNorm*R Bshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:Default/features-SequentialCell/8-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op185 J[ValueNode]5(0):309"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:73:308 [ValueNode]5(0):3092036_1_top:[CNode]6:3102036_1_top:[CNode]6:310" tuple_getitem*%R Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op186 K[ValueNode]0(Float16):311"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:310 [ValueNode]0(Float16):3112036_1_top:[CNode]77:3122036_1_top:[CNode]77:312"Cast*%R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/8-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op187  2036_1_top:[CNode]77:3122036_1_top:[CNode]78:3132036_1_top:[CNode]78:313"ReLU*%R  Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*7 input_namesR 2xBvalue1 scalar:List[value1,],:}Default/features-SequentialCell/8-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/2-ReLU/ReLU-op188  2036_1_top:[CNode]78:313 2036_1_top:output:622036_1_top:output:3142036_1_top:output:314"Conv2D*$R @ Bshape1 shape:shape1,*w pad_listR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*) groupR *Bvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*N kernel_sizeR *Bvalue1R *Bvalue2 scalar:Tuple[value1,value2,],*/ out_channelR *@Bvalue0  scalar:value0*/ pad_modeR2sameBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:\Default/features-SequentialCell/8-InvertedResidual/conv-SequentialCell/2-Conv2d/Conv2D-op189 K[ValueNode]2(Float32):315"Constant*$ valueR Bvalue0  type:value0  2036_1_top:output:314 [ValueNode]2(Float32):3152036_1_top:79:3162036_1_top:79:316"Cast*$R @Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:\Default/features-SequentialCell/8-InvertedResidual/conv-SequentialCell/3-OutputTo/Cast-op190  2036_1_top:79:316 "2036_1_top:features.8.conv.3.gamma !2036_1_top:features.8.conv.3.beta (2036_1_top:features.8.conv.3.moving_mean ,2036_1_top:features.8.conv.3.moving_variance2036_1_top:70:3172036_1_top:70:317" BatchNorm*R @Bshape1R @Bshape2R @Bshape3R @Bshape4R @Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:qDefault/features-SequentialCell/7-InvertedResidual/conv-SequentialCell/3-OutputTo/_op-BatchNorm2d/BatchNorm-op191 J[ValueNode]5(0):318"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:70:317 [ValueNode]5(0):3182036_1_top:[CNode]6:3192036_1_top:[CNode]6:319" tuple_getitem*$R @Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op192 K[ValueNode]0(Float16):320"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:319 [ValueNode]0(Float16):3202036_1_top:[CNode]80:3212036_1_top:[CNode]80:321"Cast*$R @ Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:\Default/features-SequentialCell/8-InvertedResidual/conv-SequentialCell/3-OutputTo/Cast-op193  2036_1_top:[CNode]71:295 2036_1_top:[CNode]80:3212036_1_top:[CNode]81:3222036_1_top:[CNode]81:322" TensorAdd*$R @ Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*M input_namesR 2xBvalue1R 2yBvalue2 scalar:List[value1,value2,],:BDefault/features-SequentialCell/8-InvertedResidual/TensorAdd-op194 2036_1_top:[CNode]81:322 2036_1_top:output:602036_1_top:output:3232036_1_top:output:323"Conv2D*%R  Bshape1 shape:shape1,*w pad_listR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*) groupR *Bvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*N kernel_sizeR *Bvalue1R *Bvalue2 scalar:Tuple[value1,value2,],*0 out_channelR*Bvalue0  scalar:value0*. pad_modeR2padBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:Default/features-SequentialCell/8-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/0-Conv2d/Conv2D-op195 K[ValueNode]2(Float32):324"Constant*$ valueR Bvalue0  type:value0  2036_1_top:output:323 [ValueNode]2(Float32):3242036_1_top:82:3252036_1_top:82:325"Cast*%R Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/9-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op196  2036_1_top:82:325 -2036_1_top:features.9.conv.0.features.1.gamma ,2036_1_top:features.9.conv.0.features.1.beta 32036_1_top:features.9.conv.0.features.1.moving_mean 72036_1_top:features.9.conv.0.features.1.moving_variance2036_1_top:73:3262036_1_top:73:326" BatchNorm*R Bshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:Default/features-SequentialCell/8-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op197 J[ValueNode]5(0):327"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:73:326 [ValueNode]5(0):3272036_1_top:[CNode]6:3282036_1_top:[CNode]6:328" tuple_getitem*%R Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op198 K[ValueNode]0(Float16):329"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:328 [ValueNode]0(Float16):3292036_1_top:[CNode]83:3302036_1_top:[CNode]83:330"Cast*%R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/9-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op199  2036_1_top:[CNode]83:3302036_1_top:[CNode]84:3312036_1_top:[CNode]84:331"ReLU*%R  Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*7 input_namesR 2xBvalue1 scalar:List[value1,],:}Default/features-SequentialCell/9-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/2-ReLU/ReLU-op200 2036_1_top:[CNode]84:331 2036_1_top:x:582036_1_top:x:3322036_1_top:x:332"DepthwiseConv2dNative*%R  Bshape1 shape:shape1,*s padsR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*) groupR *Bvalue0  scalar:value0*6 channel_multiplierR *Bvalue0  scalar:value0*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*/ kernel_sizeR *Bvalue0  scalar:value0*. pad_modeR2padBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:Default/features-SequentialCell/9-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/0-DepthWiseConv/DepthwiseConv2dNative-op201 K[ValueNode]2(Float32):333"Constant*$ valueR Bvalue0  type:value0  2036_1_top:x:332 [ValueNode]2(Float32):3332036_1_top:85:3342036_1_top:85:334"Cast*%R Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/9-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op202  2036_1_top:85:334 -2036_1_top:features.9.conv.1.features.1.gamma ,2036_1_top:features.9.conv.1.features.1.beta 32036_1_top:features.9.conv.1.features.1.moving_mean 72036_1_top:features.9.conv.1.features.1.moving_variance2036_1_top:73:3352036_1_top:73:335" BatchNorm*R Bshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:Default/features-SequentialCell/8-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op203 J[ValueNode]5(0):336"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:73:335 [ValueNode]5(0):3362036_1_top:[CNode]6:3372036_1_top:[CNode]6:337" tuple_getitem*%R Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op204 K[ValueNode]0(Float16):338"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:337 [ValueNode]0(Float16):3382036_1_top:[CNode]86:3392036_1_top:[CNode]86:339"Cast*%R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/9-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op205  2036_1_top:[CNode]86:3392036_1_top:[CNode]87:3402036_1_top:[CNode]87:340"ReLU*%R  Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*7 input_namesR 2xBvalue1 scalar:List[value1,],:}Default/features-SequentialCell/9-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/2-ReLU/ReLU-op206  2036_1_top:[CNode]87:340 2036_1_top:output:562036_1_top:output:3412036_1_top:output:341"Conv2D*$R @ Bshape1 shape:shape1,*w pad_listR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*) groupR *Bvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*N kernel_sizeR *Bvalue1R *Bvalue2 scalar:Tuple[value1,value2,],*/ out_channelR *@Bvalue0  scalar:value0*/ pad_modeR2sameBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:\Default/features-SequentialCell/8-InvertedResidual/conv-SequentialCell/2-Conv2d/Conv2D-op207 K[ValueNode]2(Float32):342"Constant*$ valueR Bvalue0  type:value0  2036_1_top:output:341 [ValueNode]2(Float32):3422036_1_top:88:3432036_1_top:88:343"Cast*$R @Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:\Default/features-SequentialCell/9-InvertedResidual/conv-SequentialCell/3-OutputTo/Cast-op208  2036_1_top:88:343 "2036_1_top:features.9.conv.3.gamma !2036_1_top:features.9.conv.3.beta (2036_1_top:features.9.conv.3.moving_mean ,2036_1_top:features.9.conv.3.moving_variance2036_1_top:70:3442036_1_top:70:344" BatchNorm*R @Bshape1R @Bshape2R @Bshape3R @Bshape4R @Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:qDefault/features-SequentialCell/7-InvertedResidual/conv-SequentialCell/3-OutputTo/_op-BatchNorm2d/BatchNorm-op209 J[ValueNode]5(0):345"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:70:344 [ValueNode]5(0):3452036_1_top:[CNode]6:3462036_1_top:[CNode]6:346" tuple_getitem*$R @Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op210 K[ValueNode]0(Float16):347"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:346 [ValueNode]0(Float16):3472036_1_top:[CNode]89:3482036_1_top:[CNode]89:348"Cast*$R @ Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:\Default/features-SequentialCell/9-InvertedResidual/conv-SequentialCell/3-OutputTo/Cast-op211  2036_1_top:[CNode]81:322 2036_1_top:[CNode]89:3482036_1_top:[CNode]90:3492036_1_top:[CNode]90:349" TensorAdd*$R @ Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*M input_namesR 2xBvalue1R 2yBvalue2 scalar:List[value1,value2,],:BDefault/features-SequentialCell/9-InvertedResidual/TensorAdd-op212 2036_1_top:[CNode]90:349 2036_1_top:output:542036_1_top:output:3502036_1_top:output:350"Conv2D*%R  Bshape1 shape:shape1,*w pad_listR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*) groupR *Bvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*N kernel_sizeR *Bvalue1R *Bvalue2 scalar:Tuple[value1,value2,],*0 out_channelR*Bvalue0  scalar:value0*. pad_modeR2padBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:Default/features-SequentialCell/8-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/0-Conv2d/Conv2D-op213 K[ValueNode]2(Float32):351"Constant*$ valueR Bvalue0  type:value0  2036_1_top:output:350 [ValueNode]2(Float32):3512036_1_top:91:3522036_1_top:91:352"Cast*%R Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/10-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op214  2036_1_top:91:352 .2036_1_top:features.10.conv.0.features.1.gamma -2036_1_top:features.10.conv.0.features.1.beta 42036_1_top:features.10.conv.0.features.1.moving_mean 82036_1_top:features.10.conv.0.features.1.moving_variance2036_1_top:73:3532036_1_top:73:353" BatchNorm*R Bshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:Default/features-SequentialCell/8-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op215 J[ValueNode]5(0):354"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:73:353 [ValueNode]5(0):3542036_1_top:[CNode]6:3552036_1_top:[CNode]6:355" tuple_getitem*%R Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op216 K[ValueNode]0(Float16):356"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:355 [ValueNode]0(Float16):3562036_1_top:[CNode]92:3572036_1_top:[CNode]92:357"Cast*%R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/10-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op217  2036_1_top:[CNode]92:3572036_1_top:[CNode]93:3582036_1_top:[CNode]93:358"ReLU*%R  Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*7 input_namesR 2xBvalue1 scalar:List[value1,],:~Default/features-SequentialCell/10-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/2-ReLU/ReLU-op218 2036_1_top:[CNode]93:358 2036_1_top:x:522036_1_top:x:3592036_1_top:x:359"DepthwiseConv2dNative*%R  Bshape1 shape:shape1,*s padsR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*) groupR *Bvalue0  scalar:value0*6 channel_multiplierR *Bvalue0  scalar:value0*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*/ kernel_sizeR *Bvalue0  scalar:value0*. pad_modeR2padBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:Default/features-SequentialCell/10-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/0-DepthWiseConv/DepthwiseConv2dNative-op219 K[ValueNode]2(Float32):360"Constant*$ valueR Bvalue0  type:value0  2036_1_top:x:359 [ValueNode]2(Float32):3602036_1_top:94:3612036_1_top:94:361"Cast*%R Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/10-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op220  2036_1_top:94:361 .2036_1_top:features.10.conv.1.features.1.gamma -2036_1_top:features.10.conv.1.features.1.beta 42036_1_top:features.10.conv.1.features.1.moving_mean 82036_1_top:features.10.conv.1.features.1.moving_variance2036_1_top:73:3622036_1_top:73:362" BatchNorm*R Bshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:Default/features-SequentialCell/8-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op221 J[ValueNode]5(0):363"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:73:362 [ValueNode]5(0):3632036_1_top:[CNode]6:3642036_1_top:[CNode]6:364" tuple_getitem*%R Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op222 K[ValueNode]0(Float16):365"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:364 [ValueNode]0(Float16):3652036_1_top:[CNode]95:3662036_1_top:[CNode]95:366"Cast*%R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/10-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op223  2036_1_top:[CNode]95:3662036_1_top:[CNode]96:3672036_1_top:[CNode]96:367"ReLU*%R  Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*7 input_namesR 2xBvalue1 scalar:List[value1,],:~Default/features-SequentialCell/10-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/2-ReLU/ReLU-op224  2036_1_top:[CNode]96:367 2036_1_top:output:502036_1_top:output:3682036_1_top:output:368"Conv2D*$R @ Bshape1 shape:shape1,*w pad_listR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*) groupR *Bvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*N kernel_sizeR *Bvalue1R *Bvalue2 scalar:Tuple[value1,value2,],*/ out_channelR *@Bvalue0  scalar:value0*/ pad_modeR2sameBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:\Default/features-SequentialCell/8-InvertedResidual/conv-SequentialCell/2-Conv2d/Conv2D-op225 K[ValueNode]2(Float32):369"Constant*$ valueR Bvalue0  type:value0  2036_1_top:output:368 [ValueNode]2(Float32):3692036_1_top:97:3702036_1_top:97:370"Cast*$R @Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:]Default/features-SequentialCell/10-InvertedResidual/conv-SequentialCell/3-OutputTo/Cast-op226  2036_1_top:97:370 #2036_1_top:features.10.conv.3.gamma "2036_1_top:features.10.conv.3.beta )2036_1_top:features.10.conv.3.moving_mean -2036_1_top:features.10.conv.3.moving_variance2036_1_top:70:3712036_1_top:70:371" BatchNorm*R @Bshape1R @Bshape2R @Bshape3R @Bshape4R @Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:qDefault/features-SequentialCell/7-InvertedResidual/conv-SequentialCell/3-OutputTo/_op-BatchNorm2d/BatchNorm-op227 J[ValueNode]5(0):372"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:70:371 [ValueNode]5(0):3722036_1_top:[CNode]6:3732036_1_top:[CNode]6:373" tuple_getitem*$R @Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op228 K[ValueNode]0(Float16):374"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:373 [ValueNode]0(Float16):3742036_1_top:[CNode]98:3752036_1_top:[CNode]98:375"Cast*$R @ Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:]Default/features-SequentialCell/10-InvertedResidual/conv-SequentialCell/3-OutputTo/Cast-op229  2036_1_top:[CNode]90:349 2036_1_top:[CNode]98:3752036_1_top:[CNode]99:3762036_1_top:[CNode]99:376" TensorAdd*$R @ Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*M input_namesR 2xBvalue1R 2yBvalue2 scalar:List[value1,value2,],:CDefault/features-SequentialCell/10-InvertedResidual/TensorAdd-op230 2036_1_top:[CNode]99:376 2036_1_top:output:482036_1_top:output:3772036_1_top:output:377"Conv2D*%R  Bshape1 shape:shape1,*w pad_listR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*) groupR *Bvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*N kernel_sizeR *Bvalue1R *Bvalue2 scalar:Tuple[value1,value2,],*0 out_channelR*Bvalue0  scalar:value0*. pad_modeR2padBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:Default/features-SequentialCell/8-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/0-Conv2d/Conv2D-op231 K[ValueNode]2(Float32):378"Constant*$ valueR Bvalue0  type:value0  2036_1_top:output:377 [ValueNode]2(Float32):3782036_1_top:100:3792036_1_top:100:379"Cast*%R Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/11-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op232  2036_1_top:100:379 .2036_1_top:features.11.conv.0.features.1.gamma -2036_1_top:features.11.conv.0.features.1.beta 42036_1_top:features.11.conv.0.features.1.moving_mean 82036_1_top:features.11.conv.0.features.1.moving_variance2036_1_top:73:3802036_1_top:73:380" BatchNorm*R Bshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:Default/features-SequentialCell/8-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op233 J[ValueNode]5(0):381"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:73:380 [ValueNode]5(0):3812036_1_top:[CNode]6:3822036_1_top:[CNode]6:382" tuple_getitem*%R Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op234 K[ValueNode]0(Float16):383"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:382 [ValueNode]0(Float16):3832036_1_top:[CNode]101:3842036_1_top:[CNode]101:384"Cast*%R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/11-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op235  2036_1_top:[CNode]101:3842036_1_top:[CNode]102:3852036_1_top:[CNode]102:385"ReLU*%R  Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*7 input_namesR 2xBvalue1 scalar:List[value1,],:~Default/features-SequentialCell/11-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/2-ReLU/ReLU-op236 2036_1_top:[CNode]102:385 2036_1_top:x:462036_1_top:x:3862036_1_top:x:386"DepthwiseConv2dNative*%R  Bshape1 shape:shape1,*s padsR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*) groupR *Bvalue0  scalar:value0*6 channel_multiplierR *Bvalue0  scalar:value0*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*/ kernel_sizeR *Bvalue0  scalar:value0*. pad_modeR2padBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:Default/features-SequentialCell/11-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/0-DepthWiseConv/DepthwiseConv2dNative-op237 K[ValueNode]2(Float32):387"Constant*$ valueR Bvalue0  type:value0  2036_1_top:x:386 [ValueNode]2(Float32):3872036_1_top:103:3882036_1_top:103:388"Cast*%R Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/11-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op238  2036_1_top:103:388 .2036_1_top:features.11.conv.1.features.1.gamma -2036_1_top:features.11.conv.1.features.1.beta 42036_1_top:features.11.conv.1.features.1.moving_mean 82036_1_top:features.11.conv.1.features.1.moving_variance2036_1_top:73:3892036_1_top:73:389" BatchNorm*R Bshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:Default/features-SequentialCell/8-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op239 J[ValueNode]5(0):390"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:73:389 [ValueNode]5(0):3902036_1_top:[CNode]6:3912036_1_top:[CNode]6:391" tuple_getitem*%R Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op240 K[ValueNode]0(Float16):392"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:391 [ValueNode]0(Float16):3922036_1_top:[CNode]104:3932036_1_top:[CNode]104:393"Cast*%R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/11-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op241  2036_1_top:[CNode]104:3932036_1_top:[CNode]105:3942036_1_top:[CNode]105:394"ReLU*%R  Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*7 input_namesR 2xBvalue1 scalar:List[value1,],:~Default/features-SequentialCell/11-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/2-ReLU/ReLU-op242  2036_1_top:[CNode]105:394 2036_1_top:output:442036_1_top:output:3952036_1_top:output:395"Conv2D*$R ` Bshape1 shape:shape1,*w pad_listR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*) groupR *Bvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*N kernel_sizeR *Bvalue1R *Bvalue2 scalar:Tuple[value1,value2,],*/ out_channelR *`Bvalue0  scalar:value0*/ pad_modeR2sameBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:]Default/features-SequentialCell/11-InvertedResidual/conv-SequentialCell/2-Conv2d/Conv2D-op243 K[ValueNode]2(Float32):396"Constant*$ valueR Bvalue0  type:value0  2036_1_top:output:395 [ValueNode]2(Float32):3962036_1_top:106:3972036_1_top:106:397"Cast*$R `Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:]Default/features-SequentialCell/11-InvertedResidual/conv-SequentialCell/3-OutputTo/Cast-op244  2036_1_top:106:397 #2036_1_top:features.11.conv.3.gamma "2036_1_top:features.11.conv.3.beta )2036_1_top:features.11.conv.3.moving_mean -2036_1_top:features.11.conv.3.moving_variance2036_1_top:107:3982036_1_top:107:398" BatchNorm*R `Bshape1R `Bshape2R `Bshape3R `Bshape4R `Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:rDefault/features-SequentialCell/11-InvertedResidual/conv-SequentialCell/3-OutputTo/_op-BatchNorm2d/BatchNorm-op245 J[ValueNode]5(0):399"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:107:398 [ValueNode]5(0):3992036_1_top:[CNode]6:4002036_1_top:[CNode]6:400" tuple_getitem*$R `Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op246 K[ValueNode]0(Float16):401"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:400 [ValueNode]0(Float16):4012036_1_top:[CNode]108:4022036_1_top:[CNode]108:402"Cast*$R ` Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:]Default/features-SequentialCell/11-InvertedResidual/conv-SequentialCell/3-OutputTo/Cast-op247 2036_1_top:[CNode]108:402 2036_1_top:output:422036_1_top:output:4032036_1_top:output:403"Conv2D*%R  Bshape1 shape:shape1,*w pad_listR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*) groupR *Bvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*N kernel_sizeR *Bvalue1R *Bvalue2 scalar:Tuple[value1,value2,],*0 out_channelR*Bvalue0  scalar:value0*. pad_modeR2padBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:Default/features-SequentialCell/12-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/0-Conv2d/Conv2D-op248 K[ValueNode]2(Float32):404"Constant*$ valueR Bvalue0  type:value0  2036_1_top:output:403 [ValueNode]2(Float32):4042036_1_top:109:4052036_1_top:109:405"Cast*%R Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/12-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op249  2036_1_top:109:405 .2036_1_top:features.12.conv.0.features.1.gamma -2036_1_top:features.12.conv.0.features.1.beta 42036_1_top:features.12.conv.0.features.1.moving_mean 82036_1_top:features.12.conv.0.features.1.moving_variance2036_1_top:110:4062036_1_top:110:406" BatchNorm*R Bshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:Default/features-SequentialCell/12-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op250 J[ValueNode]5(0):407"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:110:406 [ValueNode]5(0):4072036_1_top:[CNode]6:4082036_1_top:[CNode]6:408" tuple_getitem*%R Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op251 K[ValueNode]0(Float16):409"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:408 [ValueNode]0(Float16):4092036_1_top:[CNode]111:4102036_1_top:[CNode]111:410"Cast*%R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/12-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op252  2036_1_top:[CNode]111:4102036_1_top:[CNode]112:4112036_1_top:[CNode]112:411"ReLU*%R  Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*7 input_namesR 2xBvalue1 scalar:List[value1,],:~Default/features-SequentialCell/12-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/2-ReLU/ReLU-op253 2036_1_top:[CNode]112:411 2036_1_top:x:402036_1_top:x:4122036_1_top:x:412"DepthwiseConv2dNative*%R  Bshape1 shape:shape1,*s padsR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*) groupR *Bvalue0  scalar:value0*6 channel_multiplierR *Bvalue0  scalar:value0*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*/ kernel_sizeR *Bvalue0  scalar:value0*. pad_modeR2padBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:Default/features-SequentialCell/12-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/0-DepthWiseConv/DepthwiseConv2dNative-op254 K[ValueNode]2(Float32):413"Constant*$ valueR Bvalue0  type:value0  2036_1_top:x:412 [ValueNode]2(Float32):4132036_1_top:113:4142036_1_top:113:414"Cast*%R Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/12-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op255  2036_1_top:113:414 .2036_1_top:features.12.conv.1.features.1.gamma -2036_1_top:features.12.conv.1.features.1.beta 42036_1_top:features.12.conv.1.features.1.moving_mean 82036_1_top:features.12.conv.1.features.1.moving_variance2036_1_top:110:4152036_1_top:110:415" BatchNorm*R Bshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:Default/features-SequentialCell/12-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op256 J[ValueNode]5(0):416"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:110:415 [ValueNode]5(0):4162036_1_top:[CNode]6:4172036_1_top:[CNode]6:417" tuple_getitem*%R Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op257 K[ValueNode]0(Float16):418"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:417 [ValueNode]0(Float16):4182036_1_top:[CNode]114:4192036_1_top:[CNode]114:419"Cast*%R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/12-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op258  2036_1_top:[CNode]114:4192036_1_top:[CNode]115:4202036_1_top:[CNode]115:420"ReLU*%R  Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*7 input_namesR 2xBvalue1 scalar:List[value1,],:~Default/features-SequentialCell/12-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/2-ReLU/ReLU-op259  2036_1_top:[CNode]115:420 2036_1_top:output:382036_1_top:output:4212036_1_top:output:421"Conv2D*$R ` Bshape1 shape:shape1,*w pad_listR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*) groupR *Bvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*N kernel_sizeR *Bvalue1R *Bvalue2 scalar:Tuple[value1,value2,],*/ out_channelR *`Bvalue0  scalar:value0*/ pad_modeR2sameBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:]Default/features-SequentialCell/12-InvertedResidual/conv-SequentialCell/2-Conv2d/Conv2D-op260 K[ValueNode]2(Float32):422"Constant*$ valueR Bvalue0  type:value0  2036_1_top:output:421 [ValueNode]2(Float32):4222036_1_top:116:4232036_1_top:116:423"Cast*$R `Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:]Default/features-SequentialCell/12-InvertedResidual/conv-SequentialCell/3-OutputTo/Cast-op261  2036_1_top:116:423 #2036_1_top:features.12.conv.3.gamma "2036_1_top:features.12.conv.3.beta )2036_1_top:features.12.conv.3.moving_mean -2036_1_top:features.12.conv.3.moving_variance2036_1_top:107:4242036_1_top:107:424" BatchNorm*R `Bshape1R `Bshape2R `Bshape3R `Bshape4R `Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:rDefault/features-SequentialCell/11-InvertedResidual/conv-SequentialCell/3-OutputTo/_op-BatchNorm2d/BatchNorm-op262 J[ValueNode]5(0):425"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:107:424 [ValueNode]5(0):4252036_1_top:[CNode]6:4262036_1_top:[CNode]6:426" tuple_getitem*$R `Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op263 K[ValueNode]0(Float16):427"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:426 [ValueNode]0(Float16):4272036_1_top:[CNode]117:4282036_1_top:[CNode]117:428"Cast*$R ` Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:]Default/features-SequentialCell/12-InvertedResidual/conv-SequentialCell/3-OutputTo/Cast-op264  2036_1_top:[CNode]108:402 2036_1_top:[CNode]117:4282036_1_top:[CNode]118:4292036_1_top:[CNode]118:429" TensorAdd*$R ` Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*M input_namesR 2xBvalue1R 2yBvalue2 scalar:List[value1,value2,],:CDefault/features-SequentialCell/12-InvertedResidual/TensorAdd-op265 2036_1_top:[CNode]118:429 2036_1_top:output:362036_1_top:output:4302036_1_top:output:430"Conv2D*%R  Bshape1 shape:shape1,*w pad_listR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*) groupR *Bvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*N kernel_sizeR *Bvalue1R *Bvalue2 scalar:Tuple[value1,value2,],*0 out_channelR*Bvalue0  scalar:value0*. pad_modeR2padBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:Default/features-SequentialCell/12-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/0-Conv2d/Conv2D-op266 K[ValueNode]2(Float32):431"Constant*$ valueR Bvalue0  type:value0  2036_1_top:output:430 [ValueNode]2(Float32):4312036_1_top:119:4322036_1_top:119:432"Cast*%R Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/13-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op267  2036_1_top:119:432 .2036_1_top:features.13.conv.0.features.1.gamma -2036_1_top:features.13.conv.0.features.1.beta 42036_1_top:features.13.conv.0.features.1.moving_mean 82036_1_top:features.13.conv.0.features.1.moving_variance2036_1_top:110:4332036_1_top:110:433" BatchNorm*R Bshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:Default/features-SequentialCell/12-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op268 J[ValueNode]5(0):434"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:110:433 [ValueNode]5(0):4342036_1_top:[CNode]6:4352036_1_top:[CNode]6:435" tuple_getitem*%R Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op269 K[ValueNode]0(Float16):436"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:435 [ValueNode]0(Float16):4362036_1_top:[CNode]120:4372036_1_top:[CNode]120:437"Cast*%R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/13-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op270  2036_1_top:[CNode]120:4372036_1_top:[CNode]121:4382036_1_top:[CNode]121:438"ReLU*%R  Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*7 input_namesR 2xBvalue1 scalar:List[value1,],:~Default/features-SequentialCell/13-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/2-ReLU/ReLU-op271 2036_1_top:[CNode]121:438 2036_1_top:x:342036_1_top:x:4392036_1_top:x:439"DepthwiseConv2dNative*%R  Bshape1 shape:shape1,*s padsR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*) groupR *Bvalue0  scalar:value0*6 channel_multiplierR *Bvalue0  scalar:value0*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*/ kernel_sizeR *Bvalue0  scalar:value0*. pad_modeR2padBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:Default/features-SequentialCell/13-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/0-DepthWiseConv/DepthwiseConv2dNative-op272 K[ValueNode]2(Float32):440"Constant*$ valueR Bvalue0  type:value0  2036_1_top:x:439 [ValueNode]2(Float32):4402036_1_top:122:4412036_1_top:122:441"Cast*%R Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/13-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op273  2036_1_top:122:441 .2036_1_top:features.13.conv.1.features.1.gamma -2036_1_top:features.13.conv.1.features.1.beta 42036_1_top:features.13.conv.1.features.1.moving_mean 82036_1_top:features.13.conv.1.features.1.moving_variance2036_1_top:110:4422036_1_top:110:442" BatchNorm*R Bshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:Default/features-SequentialCell/12-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op274 J[ValueNode]5(0):443"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:110:442 [ValueNode]5(0):4432036_1_top:[CNode]6:4442036_1_top:[CNode]6:444" tuple_getitem*%R Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op275 K[ValueNode]0(Float16):445"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:444 [ValueNode]0(Float16):4452036_1_top:[CNode]123:4462036_1_top:[CNode]123:446"Cast*%R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/13-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op276  2036_1_top:[CNode]123:4462036_1_top:[CNode]124:4472036_1_top:[CNode]124:447"ReLU*%R  Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*7 input_namesR 2xBvalue1 scalar:List[value1,],:~Default/features-SequentialCell/13-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/2-ReLU/ReLU-op277  2036_1_top:[CNode]124:447 2036_1_top:output:322036_1_top:output:4482036_1_top:output:448"Conv2D*$R ` Bshape1 shape:shape1,*w pad_listR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*) groupR *Bvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*N kernel_sizeR *Bvalue1R *Bvalue2 scalar:Tuple[value1,value2,],*/ out_channelR *`Bvalue0  scalar:value0*/ pad_modeR2sameBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:]Default/features-SequentialCell/12-InvertedResidual/conv-SequentialCell/2-Conv2d/Conv2D-op278 K[ValueNode]2(Float32):449"Constant*$ valueR Bvalue0  type:value0  2036_1_top:output:448 [ValueNode]2(Float32):4492036_1_top:125:4502036_1_top:125:450"Cast*$R `Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:]Default/features-SequentialCell/13-InvertedResidual/conv-SequentialCell/3-OutputTo/Cast-op279  2036_1_top:125:450 #2036_1_top:features.13.conv.3.gamma "2036_1_top:features.13.conv.3.beta )2036_1_top:features.13.conv.3.moving_mean -2036_1_top:features.13.conv.3.moving_variance2036_1_top:107:4512036_1_top:107:451" BatchNorm*R `Bshape1R `Bshape2R `Bshape3R `Bshape4R `Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:rDefault/features-SequentialCell/11-InvertedResidual/conv-SequentialCell/3-OutputTo/_op-BatchNorm2d/BatchNorm-op280 J[ValueNode]5(0):452"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:107:451 [ValueNode]5(0):4522036_1_top:[CNode]6:4532036_1_top:[CNode]6:453" tuple_getitem*$R `Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op281 K[ValueNode]0(Float16):454"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:453 [ValueNode]0(Float16):4542036_1_top:[CNode]126:4552036_1_top:[CNode]126:455"Cast*$R ` Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:]Default/features-SequentialCell/13-InvertedResidual/conv-SequentialCell/3-OutputTo/Cast-op282  2036_1_top:[CNode]118:429 2036_1_top:[CNode]126:4552036_1_top:[CNode]127:4562036_1_top:[CNode]127:456" TensorAdd*$R ` Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*M input_namesR 2xBvalue1R 2yBvalue2 scalar:List[value1,value2,],:CDefault/features-SequentialCell/13-InvertedResidual/TensorAdd-op283 2036_1_top:[CNode]127:456 2036_1_top:output:302036_1_top:output:4572036_1_top:output:457"Conv2D*%R  Bshape1 shape:shape1,*w pad_listR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*) groupR *Bvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*N kernel_sizeR *Bvalue1R *Bvalue2 scalar:Tuple[value1,value2,],*0 out_channelR*Bvalue0  scalar:value0*. pad_modeR2padBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:Default/features-SequentialCell/12-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/0-Conv2d/Conv2D-op284 K[ValueNode]2(Float32):458"Constant*$ valueR Bvalue0  type:value0  2036_1_top:output:457 [ValueNode]2(Float32):4582036_1_top:128:4592036_1_top:128:459"Cast*%R Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/14-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op285  2036_1_top:128:459 .2036_1_top:features.14.conv.0.features.1.gamma -2036_1_top:features.14.conv.0.features.1.beta 42036_1_top:features.14.conv.0.features.1.moving_mean 82036_1_top:features.14.conv.0.features.1.moving_variance2036_1_top:110:4602036_1_top:110:460" BatchNorm*R Bshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:Default/features-SequentialCell/12-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op286 J[ValueNode]5(0):461"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:110:460 [ValueNode]5(0):4612036_1_top:[CNode]6:4622036_1_top:[CNode]6:462" tuple_getitem*%R Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op287 K[ValueNode]0(Float16):463"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:462 [ValueNode]0(Float16):4632036_1_top:[CNode]129:4642036_1_top:[CNode]129:464"Cast*%R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/14-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op288  2036_1_top:[CNode]129:4642036_1_top:[CNode]130:4652036_1_top:[CNode]130:465"ReLU*%R  Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*7 input_namesR 2xBvalue1 scalar:List[value1,],:~Default/features-SequentialCell/14-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/2-ReLU/ReLU-op289 2036_1_top:[CNode]130:465 2036_1_top:x:282036_1_top:x:4662036_1_top:x:466"DepthwiseConv2dNative*%R  Bshape1 shape:shape1,*s padsR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*) groupR *Bvalue0  scalar:value0*6 channel_multiplierR *Bvalue0  scalar:value0*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*/ kernel_sizeR *Bvalue0  scalar:value0*. pad_modeR2padBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:Default/features-SequentialCell/14-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/0-DepthWiseConv/DepthwiseConv2dNative-op290 K[ValueNode]2(Float32):467"Constant*$ valueR Bvalue0  type:value0  2036_1_top:x:466 [ValueNode]2(Float32):4672036_1_top:131:4682036_1_top:131:468"Cast*%R Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/14-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op291  2036_1_top:131:468 .2036_1_top:features.14.conv.1.features.1.gamma -2036_1_top:features.14.conv.1.features.1.beta 42036_1_top:features.14.conv.1.features.1.moving_mean 82036_1_top:features.14.conv.1.features.1.moving_variance2036_1_top:110:4692036_1_top:110:469" BatchNorm*R Bshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:Default/features-SequentialCell/12-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op292 J[ValueNode]5(0):470"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:110:469 [ValueNode]5(0):4702036_1_top:[CNode]6:4712036_1_top:[CNode]6:471" tuple_getitem*%R Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op293 K[ValueNode]0(Float16):472"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:471 [ValueNode]0(Float16):4722036_1_top:[CNode]132:4732036_1_top:[CNode]132:473"Cast*%R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/14-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op294  2036_1_top:[CNode]132:4732036_1_top:[CNode]133:4742036_1_top:[CNode]133:474"ReLU*%R  Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*7 input_namesR 2xBvalue1 scalar:List[value1,],:~Default/features-SequentialCell/14-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/2-ReLU/ReLU-op295  2036_1_top:[CNode]133:474 2036_1_top:output:262036_1_top:output:4752036_1_top:output:475"Conv2D*%R  Bshape1 shape:shape1,*w pad_listR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*) groupR *Bvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*N kernel_sizeR *Bvalue1R *Bvalue2 scalar:Tuple[value1,value2,],*0 out_channelR*Bvalue0  scalar:value0*/ pad_modeR2sameBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:]Default/features-SequentialCell/14-InvertedResidual/conv-SequentialCell/2-Conv2d/Conv2D-op296 K[ValueNode]2(Float32):476"Constant*$ valueR Bvalue0  type:value0  2036_1_top:output:475 [ValueNode]2(Float32):4762036_1_top:134:4772036_1_top:134:477"Cast*%R Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:]Default/features-SequentialCell/14-InvertedResidual/conv-SequentialCell/3-OutputTo/Cast-op297  2036_1_top:134:477 #2036_1_top:features.14.conv.3.gamma "2036_1_top:features.14.conv.3.beta )2036_1_top:features.14.conv.3.moving_mean -2036_1_top:features.14.conv.3.moving_variance2036_1_top:135:4782036_1_top:135:478" BatchNorm*R Bshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:rDefault/features-SequentialCell/14-InvertedResidual/conv-SequentialCell/3-OutputTo/_op-BatchNorm2d/BatchNorm-op298 J[ValueNode]5(0):479"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:135:478 [ValueNode]5(0):4792036_1_top:[CNode]6:4802036_1_top:[CNode]6:480" tuple_getitem*%R Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op299 K[ValueNode]0(Float16):481"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:480 [ValueNode]0(Float16):4812036_1_top:[CNode]136:4822036_1_top:[CNode]136:482"Cast*%R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:]Default/features-SequentialCell/14-InvertedResidual/conv-SequentialCell/3-OutputTo/Cast-op300 2036_1_top:[CNode]136:482 2036_1_top:output:242036_1_top:output:4832036_1_top:output:483"Conv2D*%R  Bshape1 shape:shape1,*w pad_listR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*) groupR *Bvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*N kernel_sizeR *Bvalue1R *Bvalue2 scalar:Tuple[value1,value2,],*0 out_channelR*Bvalue0  scalar:value0*. pad_modeR2padBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:Default/features-SequentialCell/15-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/0-Conv2d/Conv2D-op301 K[ValueNode]2(Float32):484"Constant*$ valueR Bvalue0  type:value0  2036_1_top:output:483 [ValueNode]2(Float32):4842036_1_top:137:4852036_1_top:137:485"Cast*%R Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/15-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op302  2036_1_top:137:485 .2036_1_top:features.15.conv.0.features.1.gamma -2036_1_top:features.15.conv.0.features.1.beta 42036_1_top:features.15.conv.0.features.1.moving_mean 82036_1_top:features.15.conv.0.features.1.moving_variance2036_1_top:138:4862036_1_top:138:486" BatchNorm*R Bshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:Default/features-SequentialCell/15-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op303 J[ValueNode]5(0):487"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:138:486 [ValueNode]5(0):4872036_1_top:[CNode]6:4882036_1_top:[CNode]6:488" tuple_getitem*%R Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op304 K[ValueNode]0(Float16):489"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:488 [ValueNode]0(Float16):4892036_1_top:[CNode]139:4902036_1_top:[CNode]139:490"Cast*%R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/15-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op305  2036_1_top:[CNode]139:4902036_1_top:[CNode]140:4912036_1_top:[CNode]140:491"ReLU*%R  Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*7 input_namesR 2xBvalue1 scalar:List[value1,],:~Default/features-SequentialCell/15-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/2-ReLU/ReLU-op306 2036_1_top:[CNode]140:491 2036_1_top:x:222036_1_top:x:4922036_1_top:x:492"DepthwiseConv2dNative*%R  Bshape1 shape:shape1,*s padsR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*) groupR *Bvalue0  scalar:value0*6 channel_multiplierR *Bvalue0  scalar:value0*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*/ kernel_sizeR *Bvalue0  scalar:value0*. pad_modeR2padBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:Default/features-SequentialCell/15-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/0-DepthWiseConv/DepthwiseConv2dNative-op307 K[ValueNode]2(Float32):493"Constant*$ valueR Bvalue0  type:value0  2036_1_top:x:492 [ValueNode]2(Float32):4932036_1_top:141:4942036_1_top:141:494"Cast*%R Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/15-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op308  2036_1_top:141:494 .2036_1_top:features.15.conv.1.features.1.gamma -2036_1_top:features.15.conv.1.features.1.beta 42036_1_top:features.15.conv.1.features.1.moving_mean 82036_1_top:features.15.conv.1.features.1.moving_variance2036_1_top:138:4952036_1_top:138:495" BatchNorm*R Bshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:Default/features-SequentialCell/15-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op309 J[ValueNode]5(0):496"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:138:495 [ValueNode]5(0):4962036_1_top:[CNode]6:4972036_1_top:[CNode]6:497" tuple_getitem*%R Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op310 K[ValueNode]0(Float16):498"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:497 [ValueNode]0(Float16):4982036_1_top:[CNode]142:4992036_1_top:[CNode]142:499"Cast*%R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/15-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op311  2036_1_top:[CNode]142:4992036_1_top:[CNode]143:5002036_1_top:[CNode]143:500"ReLU*%R  Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*7 input_namesR 2xBvalue1 scalar:List[value1,],:~Default/features-SequentialCell/15-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/2-ReLU/ReLU-op312  2036_1_top:[CNode]143:500 2036_1_top:output:202036_1_top:output:5012036_1_top:output:501"Conv2D*%R  Bshape1 shape:shape1,*w pad_listR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*) groupR *Bvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*N kernel_sizeR *Bvalue1R *Bvalue2 scalar:Tuple[value1,value2,],*0 out_channelR*Bvalue0  scalar:value0*/ pad_modeR2sameBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:]Default/features-SequentialCell/15-InvertedResidual/conv-SequentialCell/2-Conv2d/Conv2D-op313 K[ValueNode]2(Float32):502"Constant*$ valueR Bvalue0  type:value0  2036_1_top:output:501 [ValueNode]2(Float32):5022036_1_top:144:5032036_1_top:144:503"Cast*%R Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:]Default/features-SequentialCell/15-InvertedResidual/conv-SequentialCell/3-OutputTo/Cast-op314  2036_1_top:144:503 #2036_1_top:features.15.conv.3.gamma "2036_1_top:features.15.conv.3.beta )2036_1_top:features.15.conv.3.moving_mean -2036_1_top:features.15.conv.3.moving_variance2036_1_top:135:5042036_1_top:135:504" BatchNorm*R Bshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:rDefault/features-SequentialCell/14-InvertedResidual/conv-SequentialCell/3-OutputTo/_op-BatchNorm2d/BatchNorm-op315 J[ValueNode]5(0):505"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:135:504 [ValueNode]5(0):5052036_1_top:[CNode]6:5062036_1_top:[CNode]6:506" tuple_getitem*%R Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op316 K[ValueNode]0(Float16):507"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:506 [ValueNode]0(Float16):5072036_1_top:[CNode]145:5082036_1_top:[CNode]145:508"Cast*%R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:]Default/features-SequentialCell/15-InvertedResidual/conv-SequentialCell/3-OutputTo/Cast-op317  2036_1_top:[CNode]136:482 2036_1_top:[CNode]145:5082036_1_top:[CNode]146:5092036_1_top:[CNode]146:509" TensorAdd*%R  Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*M input_namesR 2xBvalue1R 2yBvalue2 scalar:List[value1,value2,],:CDefault/features-SequentialCell/15-InvertedResidual/TensorAdd-op318 2036_1_top:[CNode]146:509 2036_1_top:output:182036_1_top:output:5102036_1_top:output:510"Conv2D*%R  Bshape1 shape:shape1,*w pad_listR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*) groupR *Bvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*N kernel_sizeR *Bvalue1R *Bvalue2 scalar:Tuple[value1,value2,],*0 out_channelR*Bvalue0  scalar:value0*. pad_modeR2padBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:Default/features-SequentialCell/15-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/0-Conv2d/Conv2D-op319 K[ValueNode]2(Float32):511"Constant*$ valueR Bvalue0  type:value0  2036_1_top:output:510 [ValueNode]2(Float32):5112036_1_top:147:5122036_1_top:147:512"Cast*%R Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/16-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op320  2036_1_top:147:512 .2036_1_top:features.16.conv.0.features.1.gamma -2036_1_top:features.16.conv.0.features.1.beta 42036_1_top:features.16.conv.0.features.1.moving_mean 82036_1_top:features.16.conv.0.features.1.moving_variance2036_1_top:138:5132036_1_top:138:513" BatchNorm*R Bshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:Default/features-SequentialCell/15-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op321 J[ValueNode]5(0):514"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:138:513 [ValueNode]5(0):5142036_1_top:[CNode]6:5152036_1_top:[CNode]6:515" tuple_getitem*%R Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op322 K[ValueNode]0(Float16):516"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:515 [ValueNode]0(Float16):5162036_1_top:[CNode]148:5172036_1_top:[CNode]148:517"Cast*%R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/16-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op323  2036_1_top:[CNode]148:5172036_1_top:[CNode]149:5182036_1_top:[CNode]149:518"ReLU*%R  Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*7 input_namesR 2xBvalue1 scalar:List[value1,],:~Default/features-SequentialCell/16-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/2-ReLU/ReLU-op324 2036_1_top:[CNode]149:518 2036_1_top:x:162036_1_top:x:5192036_1_top:x:519"DepthwiseConv2dNative*%R  Bshape1 shape:shape1,*s padsR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*) groupR *Bvalue0  scalar:value0*6 channel_multiplierR *Bvalue0  scalar:value0*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*/ kernel_sizeR *Bvalue0  scalar:value0*. pad_modeR2padBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:Default/features-SequentialCell/16-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/0-DepthWiseConv/DepthwiseConv2dNative-op325 K[ValueNode]2(Float32):520"Constant*$ valueR Bvalue0  type:value0  2036_1_top:x:519 [ValueNode]2(Float32):5202036_1_top:150:5212036_1_top:150:521"Cast*%R Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/16-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op326  2036_1_top:150:521 .2036_1_top:features.16.conv.1.features.1.gamma -2036_1_top:features.16.conv.1.features.1.beta 42036_1_top:features.16.conv.1.features.1.moving_mean 82036_1_top:features.16.conv.1.features.1.moving_variance2036_1_top:138:5222036_1_top:138:522" BatchNorm*R Bshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:Default/features-SequentialCell/15-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op327 J[ValueNode]5(0):523"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:138:522 [ValueNode]5(0):5232036_1_top:[CNode]6:5242036_1_top:[CNode]6:524" tuple_getitem*%R Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op328 K[ValueNode]0(Float16):525"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:524 [ValueNode]0(Float16):5252036_1_top:[CNode]151:5262036_1_top:[CNode]151:526"Cast*%R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/16-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op329  2036_1_top:[CNode]151:5262036_1_top:[CNode]152:5272036_1_top:[CNode]152:527"ReLU*%R  Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*7 input_namesR 2xBvalue1 scalar:List[value1,],:~Default/features-SequentialCell/16-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/2-ReLU/ReLU-op330  2036_1_top:[CNode]152:527 2036_1_top:output:142036_1_top:output:5282036_1_top:output:528"Conv2D*%R  Bshape1 shape:shape1,*w pad_listR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*) groupR *Bvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*N kernel_sizeR *Bvalue1R *Bvalue2 scalar:Tuple[value1,value2,],*0 out_channelR*Bvalue0  scalar:value0*/ pad_modeR2sameBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:]Default/features-SequentialCell/15-InvertedResidual/conv-SequentialCell/2-Conv2d/Conv2D-op331 K[ValueNode]2(Float32):529"Constant*$ valueR Bvalue0  type:value0  2036_1_top:output:528 [ValueNode]2(Float32):5292036_1_top:153:5302036_1_top:153:530"Cast*%R Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:]Default/features-SequentialCell/16-InvertedResidual/conv-SequentialCell/3-OutputTo/Cast-op332  2036_1_top:153:530 #2036_1_top:features.16.conv.3.gamma "2036_1_top:features.16.conv.3.beta )2036_1_top:features.16.conv.3.moving_mean -2036_1_top:features.16.conv.3.moving_variance2036_1_top:135:5312036_1_top:135:531" BatchNorm*R Bshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:rDefault/features-SequentialCell/14-InvertedResidual/conv-SequentialCell/3-OutputTo/_op-BatchNorm2d/BatchNorm-op333 J[ValueNode]5(0):532"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:135:531 [ValueNode]5(0):5322036_1_top:[CNode]6:5332036_1_top:[CNode]6:533" tuple_getitem*%R Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op334 K[ValueNode]0(Float16):534"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:533 [ValueNode]0(Float16):5342036_1_top:[CNode]154:5352036_1_top:[CNode]154:535"Cast*%R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:]Default/features-SequentialCell/16-InvertedResidual/conv-SequentialCell/3-OutputTo/Cast-op335  2036_1_top:[CNode]146:509 2036_1_top:[CNode]154:5352036_1_top:[CNode]155:5362036_1_top:[CNode]155:536" TensorAdd*%R  Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*M input_namesR 2xBvalue1R 2yBvalue2 scalar:List[value1,value2,],:CDefault/features-SequentialCell/16-InvertedResidual/TensorAdd-op336 2036_1_top:[CNode]155:536 2036_1_top:output:122036_1_top:output:5372036_1_top:output:537"Conv2D*%R  Bshape1 shape:shape1,*w pad_listR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*) groupR *Bvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*N kernel_sizeR *Bvalue1R *Bvalue2 scalar:Tuple[value1,value2,],*0 out_channelR*Bvalue0  scalar:value0*. pad_modeR2padBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:Default/features-SequentialCell/15-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/0-Conv2d/Conv2D-op337 K[ValueNode]2(Float32):538"Constant*$ valueR Bvalue0  type:value0  2036_1_top:output:537 [ValueNode]2(Float32):5382036_1_top:156:5392036_1_top:156:539"Cast*%R Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/17-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op338  2036_1_top:156:539 .2036_1_top:features.17.conv.0.features.1.gamma -2036_1_top:features.17.conv.0.features.1.beta 42036_1_top:features.17.conv.0.features.1.moving_mean 82036_1_top:features.17.conv.0.features.1.moving_variance2036_1_top:138:5402036_1_top:138:540" BatchNorm*R Bshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:Default/features-SequentialCell/15-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op339 J[ValueNode]5(0):541"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:138:540 [ValueNode]5(0):5412036_1_top:[CNode]6:5422036_1_top:[CNode]6:542" tuple_getitem*%R Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op340 K[ValueNode]0(Float16):543"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:542 [ValueNode]0(Float16):5432036_1_top:[CNode]157:5442036_1_top:[CNode]157:544"Cast*%R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/17-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op341  2036_1_top:[CNode]157:5442036_1_top:[CNode]158:5452036_1_top:[CNode]158:545"ReLU*%R  Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*7 input_namesR 2xBvalue1 scalar:List[value1,],:~Default/features-SequentialCell/17-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/2-ReLU/ReLU-op342 2036_1_top:[CNode]158:545 2036_1_top:x:102036_1_top:x:5462036_1_top:x:546"DepthwiseConv2dNative*%R  Bshape1 shape:shape1,*s padsR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*) groupR *Bvalue0  scalar:value0*6 channel_multiplierR *Bvalue0  scalar:value0*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*/ kernel_sizeR *Bvalue0  scalar:value0*. pad_modeR2padBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:Default/features-SequentialCell/17-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/0-DepthWiseConv/DepthwiseConv2dNative-op343 K[ValueNode]2(Float32):547"Constant*$ valueR Bvalue0  type:value0  2036_1_top:x:546 [ValueNode]2(Float32):5472036_1_top:159:5482036_1_top:159:548"Cast*%R Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/17-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op344  2036_1_top:159:548 .2036_1_top:features.17.conv.1.features.1.gamma -2036_1_top:features.17.conv.1.features.1.beta 42036_1_top:features.17.conv.1.features.1.moving_mean 82036_1_top:features.17.conv.1.features.1.moving_variance2036_1_top:138:5492036_1_top:138:549" BatchNorm*R Bshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:Default/features-SequentialCell/15-InvertedResidual/conv-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op345 J[ValueNode]5(0):550"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:138:549 [ValueNode]5(0):5502036_1_top:[CNode]6:5512036_1_top:[CNode]6:551" tuple_getitem*%R Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op346 K[ValueNode]0(Float16):552"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:551 [ValueNode]0(Float16):5522036_1_top:[CNode]160:5532036_1_top:[CNode]160:553"Cast*%R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:Default/features-SequentialCell/17-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op347  2036_1_top:[CNode]160:5532036_1_top:[CNode]161:5542036_1_top:[CNode]161:554"ReLU*%R  Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*7 input_namesR 2xBvalue1 scalar:List[value1,],:~Default/features-SequentialCell/17-InvertedResidual/conv-SequentialCell/1-ConvBNReLU/features-SequentialCell/2-ReLU/ReLU-op348  2036_1_top:[CNode]161:554 2036_1_top:output:82036_1_top:output:5552036_1_top:output:555"Conv2D*%R  Bshape1 shape:shape1,*w pad_listR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*) groupR *Bvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*N kernel_sizeR *Bvalue1R *Bvalue2 scalar:Tuple[value1,value2,],*0 out_channelR*Bvalue0  scalar:value0*/ pad_modeR2sameBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:]Default/features-SequentialCell/17-InvertedResidual/conv-SequentialCell/2-Conv2d/Conv2D-op349 K[ValueNode]2(Float32):556"Constant*$ valueR Bvalue0  type:value0  2036_1_top:output:555 [ValueNode]2(Float32):5562036_1_top:162:5572036_1_top:162:557"Cast*%R Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:mDefault/features-SequentialCell/17-InvertedResidual/conv-SequentialCell/3-OutputTo/_op-BatchNorm2d/Cast-op350  2036_1_top:162:557 #2036_1_top:features.17.conv.3.gamma "2036_1_top:features.17.conv.3.beta )2036_1_top:features.17.conv.3.moving_mean -2036_1_top:features.17.conv.3.moving_variance2036_1_top:[CNode]163:5582036_1_top:[CNode]163:558" BatchNorm*R Bshape1R Bshape2R Bshape3R Bshape4R Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:rDefault/features-SequentialCell/17-InvertedResidual/conv-SequentialCell/3-OutputTo/_op-BatchNorm2d/BatchNorm-op351 J[ValueNode]5(0):559"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:[CNode]163:558 [ValueNode]5(0):5592036_1_top:[CNode]6:5602036_1_top:[CNode]6:560" tuple_getitem*%R Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op352 K[ValueNode]0(Float16):561"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:560 [ValueNode]0(Float16):5612036_1_top:[CNode]164:5622036_1_top:[CNode]164:562"Cast*%R  Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:]Default/features-SequentialCell/17-InvertedResidual/conv-SequentialCell/3-OutputTo/Cast-op353  2036_1_top:[CNode]164:562 2036_1_top:output:62036_1_top:output:5632036_1_top:output:563"Conv2D*%R   Bshape1 shape:shape1,*w pad_listR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*, offset_aR *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*) groupR *Bvalue0  scalar:value0*= output_namesR2outputBvalue1 scalar:List[value1,],*w dilationR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],*( modeR *Bvalue0  scalar:value0*M input_namesR 2xBvalue1R 2wBvalue2 scalar:List[value1,value2,],*N kernel_sizeR *Bvalue1R *Bvalue2 scalar:Tuple[value1,value2,],*0 out_channelR* Bvalue0  scalar:value0*. pad_modeR2padBvalue0  scalar:value0*' padR *Bvalue0  scalar:value0*u strideR *Bvalue1R *Bvalue2R *Bvalue3R *Bvalue4 +scalar:Tuple[value1,value2,value3,value4,],:[Default/features-SequentialCell/18-ConvBNReLU/features-SequentialCell/0-Conv2d/Conv2D-op354 K[ValueNode]2(Float32):564"Constant*$ valueR Bvalue0  type:value0  2036_1_top:output:563 [ValueNode]2(Float32):5642036_1_top:165:5652036_1_top:165:565"Cast*%R  Bshape1 shape:shape1,*# SrcTR  Bvalue0  type:value0*# DstTR Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:kDefault/features-SequentialCell/18-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/Cast-op355  2036_1_top:165:565 '2036_1_top:features.18.features.1.gamma &2036_1_top:features.18.features.1.beta -2036_1_top:features.18.features.1.moving_mean 12036_1_top:features.18.features.1.moving_variance2036_1_top:[CNode]166:5662036_1_top:[CNode]166:566" BatchNorm*R  Bshape1R  Bshape2R  Bshape3R  Bshape4R  Bshape51shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* output_namesR 2yBvalue1R2 batch_meanBvalue2R2batch_varianceBvalue3R2reserve_space_1Bvalue4R2reserve_space_2Bvalue5 1scalar:List[value1,value2,value3,value4,value5,],* input_namesR 2xBvalue1R2scaleBvalue2R2offsetBvalue3R2meanBvalue4R2varianceBvalue5 1scalar:List[value1,value2,value3,value4,value5,],*/ is_trainingR  *Bvalue0  scalar:value0*2 data_formatR2NCHWBvalue0  scalar:value0*. epsilonR"'7Bvalue0  scalar:value0:pDefault/features-SequentialCell/18-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/BatchNorm-op356 J[ValueNode]5(0):567"Constant*) valueR *Bvalue0  scalar:value0  2036_1_top:[CNode]166:566 [ValueNode]5(0):5672036_1_top:[CNode]6:5682036_1_top:[CNode]6:568" tuple_getitem*%R  Bshape1 shape:shape1,:sDefault/features-SequentialCell/0-ConvBNReLU/features-SequentialCell/1-OutputTo/_op-BatchNorm2d/tuple_getitem-op357 K[ValueNode]0(Float16):569"Constant*$ valueR  Bvalue0  type:value0  2036_1_top:[CNode]6:568 [ValueNode]0(Float16):5692036_1_top:[CNode]167:5702036_1_top:[CNode]167:570"Cast*%R   Bshape1 shape:shape1,*# SrcTR Bvalue0  type:value0*# DstTR  Bvalue0  type:value0*T input_namesR 2xBvalue1R2dst_typeBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],:[Default/features-SequentialCell/18-ConvBNReLU/features-SequentialCell/1-OutputTo/Cast-op358  2036_1_top:[CNode]167:5702036_1_top:[CNode]168:5712036_1_top:[CNode]168:571"ReLU*%R   Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*7 input_namesR 2xBvalue1 scalar:List[value1,],:WDefault/features-SequentialCell/18-ConvBNReLU/features-SequentialCell/2-ReLU/ReLU-op359 p[ValueNode]169((2, 3)):572"Constant*H valueR *Bvalue1R *Bvalue2 scalar:Tuple[value1,value2,],  2036_1_top:[CNode]168:571 [ValueNode]169((2, 3)):5722036_1_top:x:5732036_1_top:x:573" ReduceMean*%R   Bshape1 shape:shape1,*. io_formatR2NDBvalue0  scalar:value0*8 output_namesR 2yBvalue1 scalar:List[value1,],*- keep_dimsR  *Bvalue0  scalar:value0*V input_namesR2input_xBvalue1R2axisBvalue2 scalar:List[value1,value2,],:1Default/avgpool-GlobalAvgPooling/ReduceMean-op360 u[ValueNode]170((32, 1280)):574"Constant*I valueR * Bvalue1R* Bvalue2 scalar:Tuple[value1,value2,],  2036_1_top:x:573 [ValueNode]170((32, 1280)):5742036_1_top:x:5752036_1_top:x:575"Reshape*!R   Bshape1 shape:shape1,*= output_namesR2outputBvalue1 scalar:List[value1,],*V input_namesR2tensorBvalue1R2shapeBvalue2 scalar:List[value1,value2,],:.Default/avgpool-GlobalAvgPooling/Reshape-op361  2036_1_top:x:575 2036_1_top:output:42036_1_top:output:5762036_1_top:output:576"MatMul*!R  Bshape1 shape:shape1,*0 transpose_x2R  *Bvalue0  scalar:value0*/ transpose_bR  *Bvalue0  scalar:value0*/ transpose_aR  *Bvalue0  scalar:value0*O input_namesR2x1Bvalue1R2x2Bvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 scalar:List[value1,],*. io_formatR2NDBvalue0  scalar:value0*0 transpose_x1R  *Bvalue0  scalar:value0:*Default/fc-OutputTo/_op-Dense/MatMul-op362  2036_1_top:output:576 2036_1_top:output:22036_1_top:output:5772036_1_top:output:577"BiasAdd*!R  Bshape1 shape:shape1,*2 data_formatR2NCHWBvalue0  scalar:value0*M input_namesR 2xBvalue1R 2bBvalue2 scalar:List[value1,value2,],*= output_namesR2outputBvalue1 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