0.1.0 MindSpore*1.1.0:W G[ValueNode]9(U):1[ValueNode]9(U):1"Constant* valuez Monad:UMonad  &550_1_construct_wrapper.8:conv1.weight [ValueNode]9(U):1%550_1_construct_wrapper.8:[CNode]10:2%550_1_construct_wrapper.8:[CNode]10:2"Load*#b:shape1z shape:shape1,:Default/Load-op143  550_1_construct_wrapper.8:x %550_1_construct_wrapper.8:[CNode]10:2"550_1_construct_wrapper.8:output:3"550_1_construct_wrapper.8:output:3"Conv2D*#bd:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *B pad_listPPPPz+scalar:Tuple[value1,value2,value3,value4,],*@ stridePPPPz+scalar:Tuple[value1,value2,value3,value4,],*= padPPPPz+scalar:Tuple[value1,value2,value3,value4,],*! pad_mode*padz scalar:value0*! out_channelz scalar:value0*3 kernel_sizePPzscalar:Tuple[value1,value2,],*4 input_namesZxZwzscalar:List[value1,value2,],* format*NCHWz scalar:value0* groupsz scalar:value0* modez scalar:value0* groupz scalar:value0*B dilationPPPPz+scalar:Tuple[value1,value2,value3,value4,],*0 output_namesZoutputzscalar:List[value1,],:!Default/conv1-Conv2d/Conv2D-op144 G[ValueNode]9(U):4[ValueNode]9(U):4"Constant* valuez Monad:UMonad  $550_1_construct_wrapper.8:conv1.bias [ValueNode]9(U):4%550_1_construct_wrapper.8:[CNode]11:5%550_1_construct_wrapper.8:[CNode]11:5"Load*b :shape1z shape:shape1,:Default/conv1-Conv2d/Load-op146  "550_1_construct_wrapper.8:output:3 %550_1_construct_wrapper.8:[CNode]11:5"550_1_construct_wrapper.8:output:6"550_1_construct_wrapper.8:output:6"BiasAdd*#bd:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *4 input_namesZxZbzscalar:List[value1,value2,],*0 output_namesZoutputzscalar:List[value1,],* format*NCHWz scalar:value0:"Default/conv1-Conv2d/BiasAdd-op145 [ValueNode]12((1, 16, -1)):7[ValueNode]12((1, 16, -1)):7"Constant*? valuePPPz$scalar:Tuple[value1,value2,value3,],  "550_1_construct_wrapper.8:output:6 [ValueNode]12((1, 16, -1)):7550_1_construct_wrapper.8:x:8550_1_construct_wrapper.8:x:8"Reshape*!bd:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:#Default/gn1-GroupNorm/Reshape-op147 O[ValueNode]13(2):9[ValueNode]13(2):9"Constant* valuez scalar:value0  550_1_construct_wrapper.8:x:8 [ValueNode]13(2):9!550_1_construct_wrapper.8:mean:10!550_1_construct_wrapper.8:mean:10" ReduceMean*!b:shape1z shape:shape1,* keep_dimsz scalar:value0 *+ output_namesZyzscalar:List[value1,],*= input_namesZinput_xZaxiszscalar:List[value1,value2,],*- output_is_dynamic_shapez scalar:value0 * axisz scalar:value0*( IsFeatureMapOutputz scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], :&Default/gn1-GroupNorm/ReduceMean-op148  550_1_construct_wrapper.8:x:8 !550_1_construct_wrapper.8:mean:10&550_1_construct_wrapper.8:[CNode]14:11&550_1_construct_wrapper.8:[CNode]14:11"Sub*!bd:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Sub-op102  &550_1_construct_wrapper.8:[CNode]14:11&550_1_construct_wrapper.8:[CNode]15:12&550_1_construct_wrapper.8:[CNode]15:12"Square*!bd:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*0 input_namesZinput_xzscalar:List[value1,],:"Default/gn1-GroupNorm/Square-op150 Q[ValueNode]13(2):13[ValueNode]13(2):13"Constant* valuez scalar:value0  &550_1_construct_wrapper.8:[CNode]15:12 [ValueNode]13(2):13&550_1_construct_wrapper.8:[CNode]16:14&550_1_construct_wrapper.8:[CNode]16:14" ReduceSum*!b:shape1z shape:shape1,*= input_namesZinput_xZaxiszscalar:List[value1,value2,],*+ output_namesZyzscalar:List[value1,],* keep_dimsz scalar:value0 :%Default/gn1-GroupNorm/ReduceSum-op151 =[ValueNode]17(Tensor(shape=[], dtype=Float32, value= 100)):15=[ValueNode]17(Tensor(shape=[], dtype=Float32, value= 100)):15"Constant*+ valueb:value0JBz tensor:value0  &550_1_construct_wrapper.8:[CNode]16:14 =[ValueNode]17(Tensor(shape=[], dtype=Float32, value= 100)):15&550_1_construct_wrapper.8:[CNode]18:16&550_1_construct_wrapper.8:[CNode]18:16"RealDiv*!b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:#Default/gn1-GroupNorm/RealDiv-op152 ?[ValueNode]19(Tensor(shape=[], dtype=Float32, value= 1e-05)):17?[ValueNode]19(Tensor(shape=[], dtype=Float32, value= 1e-05)):17"Constant*+ valueb:value0J'7z tensor:value0  &550_1_construct_wrapper.8:[CNode]18:16 ?[ValueNode]19(Tensor(shape=[], dtype=Float32, value= 1e-05)):17&550_1_construct_wrapper.8:[CNode]20:18&550_1_construct_wrapper.8:[CNode]20:18"Add*!b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Add-op153  &550_1_construct_wrapper.8:[CNode]20:18 550_1_construct_wrapper.8:std:19 550_1_construct_wrapper.8:std:19"Sqrt*!b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],** input_namesZxzscalar:List[value1,],: Default/gn1-GroupNorm/Sqrt-op154  &550_1_construct_wrapper.8:[CNode]14:11 550_1_construct_wrapper.8:std:19&550_1_construct_wrapper.8:[CNode]21:20&550_1_construct_wrapper.8:[CNode]21:20"RealDiv*!bd:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:#Default/gn1-GroupNorm/RealDiv-op149 ![ValueNode]22((1, 16, 100, 1)):21![ValueNode]22((1, 16, 100, 1)):21"Constant*? valuePPPdPz+scalar:Tuple[value1,value2,value3,value4,],  &550_1_construct_wrapper.8:[CNode]21:20 ![ValueNode]22((1, 16, 100, 1)):21550_1_construct_wrapper.8:x:22550_1_construct_wrapper.8:x:22"Reshape*#bd:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:#Default/gn1-GroupNorm/Reshape-op155 I[ValueNode]9(U):23[ValueNode]9(U):23"Constant* valuez Monad:UMonad  #550_1_construct_wrapper.8:gn1.gamma [ValueNode]9(U):23&550_1_construct_wrapper.8:[CNode]23:24&550_1_construct_wrapper.8:[CNode]23:24"Load*b :shape1z shape:shape1,: Default/gn1-GroupNorm/Load-op157 [ValueNode]24((-1, 1, 1)):25[ValueNode]24((-1, 1, 1)):25"Constant*? valuePPPz$scalar:Tuple[value1,value2,value3,],  &550_1_construct_wrapper.8:[CNode]23:24 [ValueNode]24((-1, 1, 1)):25&550_1_construct_wrapper.8:[CNode]25:26&550_1_construct_wrapper.8:[CNode]25:26"Reshape*!b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:#Default/gn1-GroupNorm/Reshape-op158  550_1_construct_wrapper.8:x:22 &550_1_construct_wrapper.8:[CNode]25:26&550_1_construct_wrapper.8:[CNode]26:27&550_1_construct_wrapper.8:[CNode]26:27"Mul*#bd:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Mul-op156 I[ValueNode]9(U):28[ValueNode]9(U):28"Constant* valuez Monad:UMonad  "550_1_construct_wrapper.8:gn1.beta [ValueNode]9(U):28&550_1_construct_wrapper.8:[CNode]27:29&550_1_construct_wrapper.8:[CNode]27:29"Load*b :shape1z shape:shape1,: Default/gn1-GroupNorm/Load-op160 [ValueNode]24((-1, 1, 1)):30[ValueNode]24((-1, 1, 1)):30"Constant*? valuePPPz$scalar:Tuple[value1,value2,value3,],  &550_1_construct_wrapper.8:[CNode]27:29 [ValueNode]24((-1, 1, 1)):30&550_1_construct_wrapper.8:[CNode]28:31&550_1_construct_wrapper.8:[CNode]28:31"Reshape*!b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:#Default/gn1-GroupNorm/Reshape-op161  &550_1_construct_wrapper.8:[CNode]26:27 &550_1_construct_wrapper.8:[CNode]28:31&550_1_construct_wrapper.8:[CNode]29:32&550_1_construct_wrapper.8:[CNode]29:32"Add*#bd:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Add-op159  &550_1_construct_wrapper.8:[CNode]29:32550_1_construct_wrapper.8:x:33550_1_construct_wrapper.8:x:33"ReLU*#bd:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],** input_namesZxzscalar:List[value1,],:Default/ReLU-op99  550_1_construct_wrapper.8:x:33550_1_construct_wrapper.8:x:34550_1_construct_wrapper.8:x:34"Pad*#bf:shape1z shape:shape1,*( IsFeatureMapOutputz scalar:value0 ** input_namesZxzscalar:List[value1,],*+ output_namesZyzscalar:List[value1,],*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], * paddingsPPPPPPPPzgscalar:Tuple[Tuple[value1,value2,],Tuple[value3,value4,],Tuple[value5,value6,],Tuple[value7,value8,],],:Default/pad-Pad/Pad-op162  550_1_construct_wrapper.8:x:34 550_1_construct_wrapper.8:out:35 550_1_construct_wrapper.8:out:35"MaxPool*#b2:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],* format*NCHWz scalar:value0*# pad_mode*VALIDz scalar:value0** input_namesZxzscalar:List[value1,],*E kernel_sizePPPPz+scalar:Tuple[value1,value2,value3,value4,],*A stridesPPPPz+scalar:Tuple[value1,value2,value3,value4,],:'Default/maxpool-MaxPool2d/MaxPool-op163 I[ValueNode]9(U):36[ValueNode]9(U):36"Constant* valuez Monad:UMonad  /550_1_construct_wrapper.8:layer1.0.conv1.weight [ValueNode]9(U):36&550_1_construct_wrapper.8:[CNode]30:37&550_1_construct_wrapper.8:[CNode]30:37"Load*#b:shape1z shape:shape1,:[ValueNode]113(Tensor(shape=[], dtype=Float32, value= 52)):350>[ValueNode]113(Tensor(shape=[], dtype=Float32, value= 52)):350"Constant*+ valueb:value0JPBz tensor:value0  (550_1_construct_wrapper.8:[CNode]112:349 >[ValueNode]113(Tensor(shape=[], dtype=Float32, value= 52)):350'550_1_construct_wrapper.8:[CNode]18:351'550_1_construct_wrapper.8:[CNode]18:351"RealDiv*!b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:#Default/gn1-GroupNorm/RealDiv-op357 @[ValueNode]19(Tensor(shape=[], dtype=Float32, value= 1e-05)):352@[ValueNode]19(Tensor(shape=[], dtype=Float32, value= 1e-05)):352"Constant*+ valueb:value0J'7z tensor:value0  '550_1_construct_wrapper.8:[CNode]18:351 @[ValueNode]19(Tensor(shape=[], dtype=Float32, value= 1e-05)):352'550_1_construct_wrapper.8:[CNode]20:353'550_1_construct_wrapper.8:[CNode]20:353"Add*!b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Add-op358  '550_1_construct_wrapper.8:[CNode]20:353!550_1_construct_wrapper.8:std:354!550_1_construct_wrapper.8:std:354"Sqrt*!b:shape1z shape:shape1,** input_namesZxzscalar:List[value1,],*0 output_namesZoutputzscalar:List[value1,],:JDefault/layer3-SequentialCell/0-ResidualBlockBase/gn1-GroupNorm/Sqrt-op359  '550_1_construct_wrapper.8:[CNode]14:346 !550_1_construct_wrapper.8:std:354'550_1_construct_wrapper.8:[CNode]21:355'550_1_construct_wrapper.8:[CNode]21:355"RealDiv*!b4:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:#Default/gn1-GroupNorm/RealDiv-op354 "[ValueNode]114((1, 64, 13, 1)):356"[ValueNode]114((1, 64, 13, 1)):356"Constant*? valuePP@P Pz+scalar:Tuple[value1,value2,value3,value4,],  '550_1_construct_wrapper.8:[CNode]21:355 "[ValueNode]114((1, 64, 13, 1)):356550_1_construct_wrapper.8:x:357550_1_construct_wrapper.8:x:357"Reshape*#b@ :shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:MDefault/layer3-SequentialCell/0-ResidualBlockBase/gn1-GroupNorm/Reshape-op360 K[ValueNode]9(U):358[ValueNode]9(U):358"Constant* valuez Monad:UMonad  ,550_1_construct_wrapper.8:layer3.0.gn1.gamma [ValueNode]9(U):358(550_1_construct_wrapper.8:[CNode]115:359(550_1_construct_wrapper.8:[CNode]115:359"Load*b @:shape1z shape:shape1,:JDefault/layer3-SequentialCell/0-ResidualBlockBase/gn1-GroupNorm/Load-op362 [ValueNode]24((-1, 1, 1)):360[ValueNode]24((-1, 1, 1)):360"Constant*? valuePPPz$scalar:Tuple[value1,value2,value3,],  (550_1_construct_wrapper.8:[CNode]115:359 [ValueNode]24((-1, 1, 1)):360(550_1_construct_wrapper.8:[CNode]116:361(550_1_construct_wrapper.8:[CNode]116:361"Reshape*!b@:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:MDefault/layer3-SequentialCell/0-ResidualBlockBase/gn1-GroupNorm/Reshape-op363  550_1_construct_wrapper.8:x:357 (550_1_construct_wrapper.8:[CNode]116:361'550_1_construct_wrapper.8:[CNode]26:362'550_1_construct_wrapper.8:[CNode]26:362"Mul*#b@ :shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Mul-op361 K[ValueNode]9(U):363[ValueNode]9(U):363"Constant* valuez Monad:UMonad  +550_1_construct_wrapper.8:layer3.0.gn1.beta [ValueNode]9(U):363(550_1_construct_wrapper.8:[CNode]117:364(550_1_construct_wrapper.8:[CNode]117:364"Load*b @:shape1z shape:shape1,:JDefault/layer3-SequentialCell/0-ResidualBlockBase/gn1-GroupNorm/Load-op365 [ValueNode]24((-1, 1, 1)):365[ValueNode]24((-1, 1, 1)):365"Constant*? valuePPPz$scalar:Tuple[value1,value2,value3,],  (550_1_construct_wrapper.8:[CNode]117:364 [ValueNode]24((-1, 1, 1)):365(550_1_construct_wrapper.8:[CNode]118:366(550_1_construct_wrapper.8:[CNode]118:366"Reshape*!b@:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:MDefault/layer3-SequentialCell/0-ResidualBlockBase/gn1-GroupNorm/Reshape-op366  '550_1_construct_wrapper.8:[CNode]26:362 (550_1_construct_wrapper.8:[CNode]118:366'550_1_construct_wrapper.8:[CNode]29:367'550_1_construct_wrapper.8:[CNode]29:367"Add*#b@ :shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Add-op364  '550_1_construct_wrapper.8:[CNode]29:367(550_1_construct_wrapper.8:[CNode]119:368(550_1_construct_wrapper.8:[CNode]119:368"ReLU*#b@ :shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],** input_namesZxzscalar:List[value1,],:FDefault/layer3-SequentialCell/0-ResidualBlockBase/relu-ReLU/ReLU-op367 K[ValueNode]9(U):369[ValueNode]9(U):369"Constant* valuez Monad:UMonad  /550_1_construct_wrapper.8:layer3.0.conv2.weight [ValueNode]9(U):369(550_1_construct_wrapper.8:[CNode]120:370(550_1_construct_wrapper.8:[CNode]120:370"Load*#b@@:shape1z shape:shape1,:[ValueNode]113(Tensor(shape=[], dtype=Float32, value= 52)):383>[ValueNode]113(Tensor(shape=[], dtype=Float32, value= 52)):383"Constant*+ valueb:value0JPBz tensor:value0  (550_1_construct_wrapper.8:[CNode]123:382 >[ValueNode]113(Tensor(shape=[], dtype=Float32, value= 52)):383'550_1_construct_wrapper.8:[CNode]18:384'550_1_construct_wrapper.8:[CNode]18:384"RealDiv*!b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:#Default/gn1-GroupNorm/RealDiv-op377 @[ValueNode]19(Tensor(shape=[], dtype=Float32, value= 1e-05)):385@[ValueNode]19(Tensor(shape=[], dtype=Float32, value= 1e-05)):385"Constant*+ valueb:value0J'7z tensor:value0  '550_1_construct_wrapper.8:[CNode]18:384 @[ValueNode]19(Tensor(shape=[], dtype=Float32, value= 1e-05)):385'550_1_construct_wrapper.8:[CNode]20:386'550_1_construct_wrapper.8:[CNode]20:386"Add*!b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Add-op378  '550_1_construct_wrapper.8:[CNode]20:386!550_1_construct_wrapper.8:std:387!550_1_construct_wrapper.8:std:387"Sqrt*!b:shape1z shape:shape1,** input_namesZxzscalar:List[value1,],*0 output_namesZoutputzscalar:List[value1,],:JDefault/layer3-SequentialCell/0-ResidualBlockBase/gn2-GroupNorm/Sqrt-op379  '550_1_construct_wrapper.8:[CNode]14:379 !550_1_construct_wrapper.8:std:387'550_1_construct_wrapper.8:[CNode]21:388'550_1_construct_wrapper.8:[CNode]21:388"RealDiv*!b4:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:#Default/gn1-GroupNorm/RealDiv-op374 "[ValueNode]114((1, 64, 13, 1)):389"[ValueNode]114((1, 64, 13, 1)):389"Constant*? valuePP@P Pz+scalar:Tuple[value1,value2,value3,value4,],  '550_1_construct_wrapper.8:[CNode]21:388 "[ValueNode]114((1, 64, 13, 1)):389550_1_construct_wrapper.8:x:390550_1_construct_wrapper.8:x:390"Reshape*#b@ :shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:MDefault/layer3-SequentialCell/0-ResidualBlockBase/gn2-GroupNorm/Reshape-op380 K[ValueNode]9(U):391[ValueNode]9(U):391"Constant* valuez Monad:UMonad  ,550_1_construct_wrapper.8:layer3.0.gn2.gamma [ValueNode]9(U):391(550_1_construct_wrapper.8:[CNode]124:392(550_1_construct_wrapper.8:[CNode]124:392"Load*b @:shape1z shape:shape1,:JDefault/layer3-SequentialCell/0-ResidualBlockBase/gn2-GroupNorm/Load-op382 [ValueNode]24((-1, 1, 1)):393[ValueNode]24((-1, 1, 1)):393"Constant*? valuePPPz$scalar:Tuple[value1,value2,value3,],  (550_1_construct_wrapper.8:[CNode]124:392 [ValueNode]24((-1, 1, 1)):393(550_1_construct_wrapper.8:[CNode]125:394(550_1_construct_wrapper.8:[CNode]125:394"Reshape*!b@:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:MDefault/layer3-SequentialCell/0-ResidualBlockBase/gn2-GroupNorm/Reshape-op383  550_1_construct_wrapper.8:x:390 (550_1_construct_wrapper.8:[CNode]125:394'550_1_construct_wrapper.8:[CNode]26:395'550_1_construct_wrapper.8:[CNode]26:395"Mul*#b@ :shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Mul-op381 K[ValueNode]9(U):396[ValueNode]9(U):396"Constant* valuez Monad:UMonad  +550_1_construct_wrapper.8:layer3.0.gn2.beta [ValueNode]9(U):396(550_1_construct_wrapper.8:[CNode]126:397(550_1_construct_wrapper.8:[CNode]126:397"Load*b @:shape1z shape:shape1,:JDefault/layer3-SequentialCell/0-ResidualBlockBase/gn2-GroupNorm/Load-op385 [ValueNode]24((-1, 1, 1)):398[ValueNode]24((-1, 1, 1)):398"Constant*? valuePPPz$scalar:Tuple[value1,value2,value3,],  (550_1_construct_wrapper.8:[CNode]126:397 [ValueNode]24((-1, 1, 1)):398(550_1_construct_wrapper.8:[CNode]127:399(550_1_construct_wrapper.8:[CNode]127:399"Reshape*!b@:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:MDefault/layer3-SequentialCell/0-ResidualBlockBase/gn2-GroupNorm/Reshape-op386  '550_1_construct_wrapper.8:[CNode]26:395 (550_1_construct_wrapper.8:[CNode]127:399'550_1_construct_wrapper.8:[CNode]29:400'550_1_construct_wrapper.8:[CNode]29:400"Add*#b@ :shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Add-op384 K[ValueNode]9(U):401[ValueNode]9(U):401"Constant* valuez Monad:UMonad  =550_1_construct_wrapper.8:layer3.0.down_sample_layer.0.weight [ValueNode]9(U):401(550_1_construct_wrapper.8:[CNode]128:402(550_1_construct_wrapper.8:[CNode]128:402"Load*#b@ :shape1z shape:shape1,:]Default/layer3-SequentialCell/0-ResidualBlockBase/down_sample_layer-SequentialCell/Load-op388  (550_1_construct_wrapper.8:[CNode]100:335 (550_1_construct_wrapper.8:[CNode]128:402$550_1_construct_wrapper.8:output:403$550_1_construct_wrapper.8:output:403"Conv2D*#b@ :shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *B pad_listPPPPz+scalar:Tuple[value1,value2,value3,value4,],*@ stridePPPPz+scalar:Tuple[value1,value2,value3,value4,],*= padPPPPz+scalar:Tuple[value1,value2,value3,value4,],*! pad_mode*padz scalar:value0*! out_channel@z scalar:value0*3 kernel_sizePPzscalar:Tuple[value1,value2,],*4 input_namesZxZwzscalar:List[value1,value2,],* format*NCHWz scalar:value0* groupsz scalar:value0* modez scalar:value0* groupz scalar:value0*B dilationPPPPz+scalar:Tuple[value1,value2,value3,value4,],*0 output_namesZoutputzscalar:List[value1,],:hDefault/layer3-SequentialCell/0-ResidualBlockBase/down_sample_layer-SequentialCell/0-Conv2d/Conv2D-op347 K[ValueNode]9(U):404[ValueNode]9(U):404"Constant* valuez Monad:UMonad  ;550_1_construct_wrapper.8:layer3.0.down_sample_layer.0.bias [ValueNode]9(U):404(550_1_construct_wrapper.8:[CNode]129:405(550_1_construct_wrapper.8:[CNode]129:405"Load*b @:shape1z shape:shape1,:fDefault/layer3-SequentialCell/0-ResidualBlockBase/down_sample_layer-SequentialCell/0-Conv2d/Load-op390  $550_1_construct_wrapper.8:output:403 (550_1_construct_wrapper.8:[CNode]129:405$550_1_construct_wrapper.8:output:406$550_1_construct_wrapper.8:output:406"BiasAdd*#b@ :shape1z shape:shape1,*4 input_namesZxZbzscalar:List[value1,value2,],*0 output_namesZoutputzscalar:List[value1,],* format*NCHWz scalar:value0:iDefault/layer3-SequentialCell/0-ResidualBlockBase/down_sample_layer-SequentialCell/0-Conv2d/BiasAdd-op389 [ValueNode]12((1, 16, -1)):407[ValueNode]12((1, 16, -1)):407"Constant*? valuePPPz$scalar:Tuple[value1,value2,value3,],  $550_1_construct_wrapper.8:output:406 [ValueNode]12((1, 16, -1)):407550_1_construct_wrapper.8:x:408550_1_construct_wrapper.8:x:408"Reshape*!b4:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:lDefault/layer3-SequentialCell/0-ResidualBlockBase/down_sample_layer-SequentialCell/1-GroupNorm/Reshape-op391 S[ValueNode]13(2):409[ValueNode]13(2):409"Constant* valuez scalar:value0  550_1_construct_wrapper.8:x:408 [ValueNode]13(2):409"550_1_construct_wrapper.8:mean:410"550_1_construct_wrapper.8:mean:410" ReduceMean*!b:shape1z shape:shape1,*= input_namesZinput_xZaxiszscalar:List[value1,value2,],*+ output_namesZyzscalar:List[value1,],* keep_dimsz scalar:value0 :oDefault/layer3-SequentialCell/0-ResidualBlockBase/down_sample_layer-SequentialCell/1-GroupNorm/ReduceMean-op392  550_1_construct_wrapper.8:x:408 "550_1_construct_wrapper.8:mean:410'550_1_construct_wrapper.8:[CNode]14:411'550_1_construct_wrapper.8:[CNode]14:411"Sub*!b4:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Sub-op126  '550_1_construct_wrapper.8:[CNode]14:411(550_1_construct_wrapper.8:[CNode]130:412(550_1_construct_wrapper.8:[CNode]130:412"Square*!b4:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*0 input_namesZinput_xzscalar:List[value1,],:kDefault/layer3-SequentialCell/0-ResidualBlockBase/down_sample_layer-SequentialCell/1-GroupNorm/Square-op394 S[ValueNode]13(2):413[ValueNode]13(2):413"Constant* valuez scalar:value0  (550_1_construct_wrapper.8:[CNode]130:412 [ValueNode]13(2):413(550_1_construct_wrapper.8:[CNode]131:414(550_1_construct_wrapper.8:[CNode]131:414" ReduceSum*!b:shape1z shape:shape1,*= input_namesZinput_xZaxiszscalar:List[value1,value2,],*+ output_namesZyzscalar:List[value1,],* keep_dimsz scalar:value0 :nDefault/layer3-SequentialCell/0-ResidualBlockBase/down_sample_layer-SequentialCell/1-GroupNorm/ReduceSum-op395 >[ValueNode]113(Tensor(shape=[], dtype=Float32, value= 52)):415>[ValueNode]113(Tensor(shape=[], dtype=Float32, value= 52)):415"Constant*+ valueb:value0JPBz tensor:value0  (550_1_construct_wrapper.8:[CNode]131:414 >[ValueNode]113(Tensor(shape=[], dtype=Float32, value= 52)):415'550_1_construct_wrapper.8:[CNode]18:416'550_1_construct_wrapper.8:[CNode]18:416"RealDiv*!b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:#Default/gn1-GroupNorm/RealDiv-op396 @[ValueNode]19(Tensor(shape=[], dtype=Float32, value= 1e-05)):417@[ValueNode]19(Tensor(shape=[], dtype=Float32, value= 1e-05)):417"Constant*+ valueb:value0J'7z tensor:value0  '550_1_construct_wrapper.8:[CNode]18:416 @[ValueNode]19(Tensor(shape=[], dtype=Float32, value= 1e-05)):417'550_1_construct_wrapper.8:[CNode]20:418'550_1_construct_wrapper.8:[CNode]20:418"Add*!b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Add-op397  '550_1_construct_wrapper.8:[CNode]20:418!550_1_construct_wrapper.8:std:419!550_1_construct_wrapper.8:std:419"Sqrt*!b:shape1z shape:shape1,** input_namesZxzscalar:List[value1,],*0 output_namesZoutputzscalar:List[value1,],:iDefault/layer3-SequentialCell/0-ResidualBlockBase/down_sample_layer-SequentialCell/1-GroupNorm/Sqrt-op398  '550_1_construct_wrapper.8:[CNode]14:411 !550_1_construct_wrapper.8:std:419'550_1_construct_wrapper.8:[CNode]21:420'550_1_construct_wrapper.8:[CNode]21:420"RealDiv*!b4:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:#Default/gn1-GroupNorm/RealDiv-op393 "[ValueNode]114((1, 64, 13, 1)):421"[ValueNode]114((1, 64, 13, 1)):421"Constant*? valuePP@P Pz+scalar:Tuple[value1,value2,value3,value4,],  '550_1_construct_wrapper.8:[CNode]21:420 "[ValueNode]114((1, 64, 13, 1)):421550_1_construct_wrapper.8:x:422550_1_construct_wrapper.8:x:422"Reshape*#b@ :shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:lDefault/layer3-SequentialCell/0-ResidualBlockBase/down_sample_layer-SequentialCell/1-GroupNorm/Reshape-op399 K[ValueNode]9(U):423[ValueNode]9(U):423"Constant* valuez Monad:UMonad  <550_1_construct_wrapper.8:layer3.0.down_sample_layer.1.gamma [ValueNode]9(U):423(550_1_construct_wrapper.8:[CNode]132:424(550_1_construct_wrapper.8:[CNode]132:424"Load*b @:shape1z shape:shape1,:iDefault/layer3-SequentialCell/0-ResidualBlockBase/down_sample_layer-SequentialCell/1-GroupNorm/Load-op401 [ValueNode]24((-1, 1, 1)):425[ValueNode]24((-1, 1, 1)):425"Constant*? valuePPPz$scalar:Tuple[value1,value2,value3,],  (550_1_construct_wrapper.8:[CNode]132:424 [ValueNode]24((-1, 1, 1)):425(550_1_construct_wrapper.8:[CNode]133:426(550_1_construct_wrapper.8:[CNode]133:426"Reshape*!b@:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:lDefault/layer3-SequentialCell/0-ResidualBlockBase/down_sample_layer-SequentialCell/1-GroupNorm/Reshape-op402  550_1_construct_wrapper.8:x:422 (550_1_construct_wrapper.8:[CNode]133:426'550_1_construct_wrapper.8:[CNode]26:427'550_1_construct_wrapper.8:[CNode]26:427"Mul*#b@ :shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Mul-op400 K[ValueNode]9(U):428[ValueNode]9(U):428"Constant* valuez Monad:UMonad  ;550_1_construct_wrapper.8:layer3.0.down_sample_layer.1.beta [ValueNode]9(U):428(550_1_construct_wrapper.8:[CNode]134:429(550_1_construct_wrapper.8:[CNode]134:429"Load*b @:shape1z shape:shape1,:iDefault/layer3-SequentialCell/0-ResidualBlockBase/down_sample_layer-SequentialCell/1-GroupNorm/Load-op404 [ValueNode]24((-1, 1, 1)):430[ValueNode]24((-1, 1, 1)):430"Constant*? valuePPPz$scalar:Tuple[value1,value2,value3,],  (550_1_construct_wrapper.8:[CNode]134:429 [ValueNode]24((-1, 1, 1)):430(550_1_construct_wrapper.8:[CNode]135:431(550_1_construct_wrapper.8:[CNode]135:431"Reshape*!b@:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:lDefault/layer3-SequentialCell/0-ResidualBlockBase/down_sample_layer-SequentialCell/1-GroupNorm/Reshape-op405  '550_1_construct_wrapper.8:[CNode]26:427 (550_1_construct_wrapper.8:[CNode]135:431'550_1_construct_wrapper.8:[CNode]29:432'550_1_construct_wrapper.8:[CNode]29:432"Add*#b@ :shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Add-op403  '550_1_construct_wrapper.8:[CNode]29:400 '550_1_construct_wrapper.8:[CNode]29:432'550_1_construct_wrapper.8:[CNode]29:433'550_1_construct_wrapper.8:[CNode]29:433"Add*#b@ :shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Add-op387  '550_1_construct_wrapper.8:[CNode]29:433(550_1_construct_wrapper.8:[CNode]119:434(550_1_construct_wrapper.8:[CNode]119:434"ReLU*#b@ :shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],** input_namesZxzscalar:List[value1,],:FDefault/layer3-SequentialCell/0-ResidualBlockBase/relu-ReLU/ReLU-op406 K[ValueNode]9(U):435[ValueNode]9(U):435"Constant* valuez Monad:UMonad  /550_1_construct_wrapper.8:layer3.1.conv1.weight [ValueNode]9(U):435(550_1_construct_wrapper.8:[CNode]136:436(550_1_construct_wrapper.8:[CNode]136:436"Load*#b@@:shape1z shape:shape1,:[ValueNode]113(Tensor(shape=[], dtype=Float32, value= 52)):449>[ValueNode]113(Tensor(shape=[], dtype=Float32, value= 52)):449"Constant*+ valueb:value0JPBz tensor:value0  (550_1_construct_wrapper.8:[CNode]139:448 >[ValueNode]113(Tensor(shape=[], dtype=Float32, value= 52)):449'550_1_construct_wrapper.8:[CNode]18:450'550_1_construct_wrapper.8:[CNode]18:450"RealDiv*!b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:#Default/gn1-GroupNorm/RealDiv-op417 @[ValueNode]19(Tensor(shape=[], dtype=Float32, value= 1e-05)):451@[ValueNode]19(Tensor(shape=[], dtype=Float32, value= 1e-05)):451"Constant*+ valueb:value0J'7z tensor:value0  '550_1_construct_wrapper.8:[CNode]18:450 @[ValueNode]19(Tensor(shape=[], dtype=Float32, value= 1e-05)):451'550_1_construct_wrapper.8:[CNode]20:452'550_1_construct_wrapper.8:[CNode]20:452"Add*!b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Add-op418  '550_1_construct_wrapper.8:[CNode]20:452!550_1_construct_wrapper.8:std:453!550_1_construct_wrapper.8:std:453"Sqrt*!b:shape1z shape:shape1,** input_namesZxzscalar:List[value1,],*0 output_namesZoutputzscalar:List[value1,],:JDefault/layer3-SequentialCell/1-ResidualBlockBase/gn1-GroupNorm/Sqrt-op419  '550_1_construct_wrapper.8:[CNode]14:445 !550_1_construct_wrapper.8:std:453'550_1_construct_wrapper.8:[CNode]21:454'550_1_construct_wrapper.8:[CNode]21:454"RealDiv*!b4:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:#Default/gn1-GroupNorm/RealDiv-op414 "[ValueNode]114((1, 64, 13, 1)):455"[ValueNode]114((1, 64, 13, 1)):455"Constant*? valuePP@P Pz+scalar:Tuple[value1,value2,value3,value4,],  '550_1_construct_wrapper.8:[CNode]21:454 "[ValueNode]114((1, 64, 13, 1)):455550_1_construct_wrapper.8:x:456550_1_construct_wrapper.8:x:456"Reshape*#b@ :shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:MDefault/layer3-SequentialCell/1-ResidualBlockBase/gn1-GroupNorm/Reshape-op420 K[ValueNode]9(U):457[ValueNode]9(U):457"Constant* valuez Monad:UMonad  ,550_1_construct_wrapper.8:layer3.1.gn1.gamma [ValueNode]9(U):457(550_1_construct_wrapper.8:[CNode]140:458(550_1_construct_wrapper.8:[CNode]140:458"Load*b @:shape1z shape:shape1,:JDefault/layer3-SequentialCell/1-ResidualBlockBase/gn1-GroupNorm/Load-op422 [ValueNode]24((-1, 1, 1)):459[ValueNode]24((-1, 1, 1)):459"Constant*? valuePPPz$scalar:Tuple[value1,value2,value3,],  (550_1_construct_wrapper.8:[CNode]140:458 [ValueNode]24((-1, 1, 1)):459(550_1_construct_wrapper.8:[CNode]141:460(550_1_construct_wrapper.8:[CNode]141:460"Reshape*!b@:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:MDefault/layer3-SequentialCell/1-ResidualBlockBase/gn1-GroupNorm/Reshape-op423  550_1_construct_wrapper.8:x:456 (550_1_construct_wrapper.8:[CNode]141:460'550_1_construct_wrapper.8:[CNode]26:461'550_1_construct_wrapper.8:[CNode]26:461"Mul*#b@ :shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Mul-op421 K[ValueNode]9(U):462[ValueNode]9(U):462"Constant* valuez Monad:UMonad  +550_1_construct_wrapper.8:layer3.1.gn1.beta [ValueNode]9(U):462(550_1_construct_wrapper.8:[CNode]142:463(550_1_construct_wrapper.8:[CNode]142:463"Load*b @:shape1z shape:shape1,:JDefault/layer3-SequentialCell/1-ResidualBlockBase/gn1-GroupNorm/Load-op425 [ValueNode]24((-1, 1, 1)):464[ValueNode]24((-1, 1, 1)):464"Constant*? valuePPPz$scalar:Tuple[value1,value2,value3,],  (550_1_construct_wrapper.8:[CNode]142:463 [ValueNode]24((-1, 1, 1)):464(550_1_construct_wrapper.8:[CNode]143:465(550_1_construct_wrapper.8:[CNode]143:465"Reshape*!b@:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:MDefault/layer3-SequentialCell/1-ResidualBlockBase/gn1-GroupNorm/Reshape-op426  '550_1_construct_wrapper.8:[CNode]26:461 (550_1_construct_wrapper.8:[CNode]143:465'550_1_construct_wrapper.8:[CNode]29:466'550_1_construct_wrapper.8:[CNode]29:466"Add*#b@ :shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Add-op424  '550_1_construct_wrapper.8:[CNode]29:466(550_1_construct_wrapper.8:[CNode]144:467(550_1_construct_wrapper.8:[CNode]144:467"ReLU*#b@ :shape1z shape:shape1,** input_namesZxzscalar:List[value1,],*0 output_namesZoutputzscalar:List[value1,],:FDefault/layer3-SequentialCell/1-ResidualBlockBase/relu-ReLU/ReLU-op427 K[ValueNode]9(U):468[ValueNode]9(U):468"Constant* valuez Monad:UMonad  /550_1_construct_wrapper.8:layer3.1.conv2.weight [ValueNode]9(U):468(550_1_construct_wrapper.8:[CNode]145:469(550_1_construct_wrapper.8:[CNode]145:469"Load*#b@@:shape1z shape:shape1,:[ValueNode]113(Tensor(shape=[], dtype=Float32, value= 52)):482>[ValueNode]113(Tensor(shape=[], dtype=Float32, value= 52)):482"Constant*+ valueb:value0JPBz tensor:value0  (550_1_construct_wrapper.8:[CNode]148:481 >[ValueNode]113(Tensor(shape=[], dtype=Float32, value= 52)):482'550_1_construct_wrapper.8:[CNode]18:483'550_1_construct_wrapper.8:[CNode]18:483"RealDiv*!b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:#Default/gn1-GroupNorm/RealDiv-op437 @[ValueNode]19(Tensor(shape=[], dtype=Float32, value= 1e-05)):484@[ValueNode]19(Tensor(shape=[], dtype=Float32, value= 1e-05)):484"Constant*+ valueb:value0J'7z tensor:value0  '550_1_construct_wrapper.8:[CNode]18:483 @[ValueNode]19(Tensor(shape=[], dtype=Float32, value= 1e-05)):484'550_1_construct_wrapper.8:[CNode]20:485'550_1_construct_wrapper.8:[CNode]20:485"Add*!b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Add-op438  '550_1_construct_wrapper.8:[CNode]20:485!550_1_construct_wrapper.8:std:486!550_1_construct_wrapper.8:std:486"Sqrt*!b:shape1z shape:shape1,** input_namesZxzscalar:List[value1,],*0 output_namesZoutputzscalar:List[value1,],:JDefault/layer3-SequentialCell/1-ResidualBlockBase/gn2-GroupNorm/Sqrt-op439  '550_1_construct_wrapper.8:[CNode]14:478 !550_1_construct_wrapper.8:std:486'550_1_construct_wrapper.8:[CNode]21:487'550_1_construct_wrapper.8:[CNode]21:487"RealDiv*!b4:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:#Default/gn1-GroupNorm/RealDiv-op434 "[ValueNode]114((1, 64, 13, 1)):488"[ValueNode]114((1, 64, 13, 1)):488"Constant*? valuePP@P Pz+scalar:Tuple[value1,value2,value3,value4,],  '550_1_construct_wrapper.8:[CNode]21:487 "[ValueNode]114((1, 64, 13, 1)):488550_1_construct_wrapper.8:x:489550_1_construct_wrapper.8:x:489"Reshape*#b@ :shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:MDefault/layer3-SequentialCell/1-ResidualBlockBase/gn2-GroupNorm/Reshape-op440 K[ValueNode]9(U):490[ValueNode]9(U):490"Constant* valuez Monad:UMonad  ,550_1_construct_wrapper.8:layer3.1.gn2.gamma [ValueNode]9(U):490(550_1_construct_wrapper.8:[CNode]149:491(550_1_construct_wrapper.8:[CNode]149:491"Load*b @:shape1z shape:shape1,:JDefault/layer3-SequentialCell/1-ResidualBlockBase/gn2-GroupNorm/Load-op442 [ValueNode]24((-1, 1, 1)):492[ValueNode]24((-1, 1, 1)):492"Constant*? valuePPPz$scalar:Tuple[value1,value2,value3,],  (550_1_construct_wrapper.8:[CNode]149:491 [ValueNode]24((-1, 1, 1)):492(550_1_construct_wrapper.8:[CNode]150:493(550_1_construct_wrapper.8:[CNode]150:493"Reshape*!b@:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:MDefault/layer3-SequentialCell/1-ResidualBlockBase/gn2-GroupNorm/Reshape-op443  550_1_construct_wrapper.8:x:489 (550_1_construct_wrapper.8:[CNode]150:493'550_1_construct_wrapper.8:[CNode]26:494'550_1_construct_wrapper.8:[CNode]26:494"Mul*#b@ :shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Mul-op441 K[ValueNode]9(U):495[ValueNode]9(U):495"Constant* valuez Monad:UMonad  +550_1_construct_wrapper.8:layer3.1.gn2.beta [ValueNode]9(U):495(550_1_construct_wrapper.8:[CNode]151:496(550_1_construct_wrapper.8:[CNode]151:496"Load*b @:shape1z shape:shape1,:JDefault/layer3-SequentialCell/1-ResidualBlockBase/gn2-GroupNorm/Load-op445 [ValueNode]24((-1, 1, 1)):497[ValueNode]24((-1, 1, 1)):497"Constant*? valuePPPz$scalar:Tuple[value1,value2,value3,],  (550_1_construct_wrapper.8:[CNode]151:496 [ValueNode]24((-1, 1, 1)):497(550_1_construct_wrapper.8:[CNode]152:498(550_1_construct_wrapper.8:[CNode]152:498"Reshape*!b@:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:MDefault/layer3-SequentialCell/1-ResidualBlockBase/gn2-GroupNorm/Reshape-op446  '550_1_construct_wrapper.8:[CNode]26:494 (550_1_construct_wrapper.8:[CNode]152:498'550_1_construct_wrapper.8:[CNode]29:499'550_1_construct_wrapper.8:[CNode]29:499"Add*#b@ :shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Add-op444  '550_1_construct_wrapper.8:[CNode]29:499 (550_1_construct_wrapper.8:[CNode]119:434'550_1_construct_wrapper.8:[CNode]29:500'550_1_construct_wrapper.8:[CNode]29:500"Add*#b@ :shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Add-op407  '550_1_construct_wrapper.8:[CNode]29:500(550_1_construct_wrapper.8:[CNode]144:501(550_1_construct_wrapper.8:[CNode]144:501"ReLU*#b@ :shape1z shape:shape1,** input_namesZxzscalar:List[value1,],*0 output_namesZoutputzscalar:List[value1,],:FDefault/layer3-SequentialCell/1-ResidualBlockBase/relu-ReLU/ReLU-op447 K[ValueNode]9(U):502[ValueNode]9(U):502"Constant* valuez Monad:UMonad  /550_1_construct_wrapper.8:layer4.0.conv1.weight [ValueNode]9(U):502(550_1_construct_wrapper.8:[CNode]153:503(550_1_construct_wrapper.8:[CNode]153:503"Load*$b@:shape1z shape:shape1,:[ValueNode]157(Tensor(shape=[], dtype=Float32, value= 56)):516>[ValueNode]157(Tensor(shape=[], dtype=Float32, value= 56)):516"Constant*+ valueb:value0J`Bz tensor:value0  (550_1_construct_wrapper.8:[CNode]156:515 >[ValueNode]157(Tensor(shape=[], dtype=Float32, value= 56)):516'550_1_construct_wrapper.8:[CNode]18:517'550_1_construct_wrapper.8:[CNode]18:517"RealDiv*!b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:#Default/gn1-GroupNorm/RealDiv-op458 @[ValueNode]19(Tensor(shape=[], dtype=Float32, value= 1e-05)):518@[ValueNode]19(Tensor(shape=[], dtype=Float32, value= 1e-05)):518"Constant*+ valueb:value0J'7z tensor:value0  '550_1_construct_wrapper.8:[CNode]18:517 @[ValueNode]19(Tensor(shape=[], dtype=Float32, value= 1e-05)):518'550_1_construct_wrapper.8:[CNode]20:519'550_1_construct_wrapper.8:[CNode]20:519"Add*!b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Add-op459  '550_1_construct_wrapper.8:[CNode]20:519!550_1_construct_wrapper.8:std:520!550_1_construct_wrapper.8:std:520"Sqrt*!b:shape1z shape:shape1,** input_namesZxzscalar:List[value1,],*0 output_namesZoutputzscalar:List[value1,],:JDefault/layer4-SequentialCell/0-ResidualBlockBase/gn1-GroupNorm/Sqrt-op460  '550_1_construct_wrapper.8:[CNode]14:512 !550_1_construct_wrapper.8:std:520'550_1_construct_wrapper.8:[CNode]21:521'550_1_construct_wrapper.8:[CNode]21:521"RealDiv*!b8:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:#Default/gn1-GroupNorm/RealDiv-op455 "[ValueNode]158((1, 128, 7, 1)):522"[ValueNode]158((1, 128, 7, 1)):522"Constant*@ valuePPPPz+scalar:Tuple[value1,value2,value3,value4,],  '550_1_construct_wrapper.8:[CNode]21:521 "[ValueNode]158((1, 128, 7, 1)):522550_1_construct_wrapper.8:x:523550_1_construct_wrapper.8:x:523"Reshape*$b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:MDefault/layer4-SequentialCell/0-ResidualBlockBase/gn1-GroupNorm/Reshape-op461 K[ValueNode]9(U):524[ValueNode]9(U):524"Constant* valuez Monad:UMonad  ,550_1_construct_wrapper.8:layer4.0.gn1.gamma [ValueNode]9(U):524(550_1_construct_wrapper.8:[CNode]159:525(550_1_construct_wrapper.8:[CNode]159:525"Load*b :shape1z shape:shape1,:JDefault/layer4-SequentialCell/0-ResidualBlockBase/gn1-GroupNorm/Load-op463 [ValueNode]24((-1, 1, 1)):526[ValueNode]24((-1, 1, 1)):526"Constant*? valuePPPz$scalar:Tuple[value1,value2,value3,],  (550_1_construct_wrapper.8:[CNode]159:525 [ValueNode]24((-1, 1, 1)):526(550_1_construct_wrapper.8:[CNode]160:527(550_1_construct_wrapper.8:[CNode]160:527"Reshape*"b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:MDefault/layer4-SequentialCell/0-ResidualBlockBase/gn1-GroupNorm/Reshape-op464  550_1_construct_wrapper.8:x:523 (550_1_construct_wrapper.8:[CNode]160:527'550_1_construct_wrapper.8:[CNode]26:528'550_1_construct_wrapper.8:[CNode]26:528"Mul*$b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Mul-op462 K[ValueNode]9(U):529[ValueNode]9(U):529"Constant* valuez Monad:UMonad  +550_1_construct_wrapper.8:layer4.0.gn1.beta [ValueNode]9(U):529(550_1_construct_wrapper.8:[CNode]161:530(550_1_construct_wrapper.8:[CNode]161:530"Load*b :shape1z shape:shape1,:JDefault/layer4-SequentialCell/0-ResidualBlockBase/gn1-GroupNorm/Load-op466 [ValueNode]24((-1, 1, 1)):531[ValueNode]24((-1, 1, 1)):531"Constant*? valuePPPz$scalar:Tuple[value1,value2,value3,],  (550_1_construct_wrapper.8:[CNode]161:530 [ValueNode]24((-1, 1, 1)):531(550_1_construct_wrapper.8:[CNode]162:532(550_1_construct_wrapper.8:[CNode]162:532"Reshape*"b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:MDefault/layer4-SequentialCell/0-ResidualBlockBase/gn1-GroupNorm/Reshape-op467  '550_1_construct_wrapper.8:[CNode]26:528 (550_1_construct_wrapper.8:[CNode]162:532'550_1_construct_wrapper.8:[CNode]29:533'550_1_construct_wrapper.8:[CNode]29:533"Add*$b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Add-op465  '550_1_construct_wrapper.8:[CNode]29:533(550_1_construct_wrapper.8:[CNode]163:534(550_1_construct_wrapper.8:[CNode]163:534"ReLU*$b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],** input_namesZxzscalar:List[value1,],:FDefault/layer4-SequentialCell/0-ResidualBlockBase/relu-ReLU/ReLU-op468 K[ValueNode]9(U):535[ValueNode]9(U):535"Constant* valuez Monad:UMonad  /550_1_construct_wrapper.8:layer4.0.conv2.weight [ValueNode]9(U):535(550_1_construct_wrapper.8:[CNode]164:536(550_1_construct_wrapper.8:[CNode]164:536"Load*%b:shape1z shape:shape1,:[ValueNode]157(Tensor(shape=[], dtype=Float32, value= 56)):549>[ValueNode]157(Tensor(shape=[], dtype=Float32, value= 56)):549"Constant*+ valueb:value0J`Bz tensor:value0  (550_1_construct_wrapper.8:[CNode]167:548 >[ValueNode]157(Tensor(shape=[], dtype=Float32, value= 56)):549'550_1_construct_wrapper.8:[CNode]18:550'550_1_construct_wrapper.8:[CNode]18:550"RealDiv*!b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:#Default/gn1-GroupNorm/RealDiv-op478 @[ValueNode]19(Tensor(shape=[], dtype=Float32, value= 1e-05)):551@[ValueNode]19(Tensor(shape=[], dtype=Float32, value= 1e-05)):551"Constant*+ valueb:value0J'7z tensor:value0  '550_1_construct_wrapper.8:[CNode]18:550 @[ValueNode]19(Tensor(shape=[], dtype=Float32, value= 1e-05)):551'550_1_construct_wrapper.8:[CNode]20:552'550_1_construct_wrapper.8:[CNode]20:552"Add*!b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Add-op479  '550_1_construct_wrapper.8:[CNode]20:552!550_1_construct_wrapper.8:std:553!550_1_construct_wrapper.8:std:553"Sqrt*!b:shape1z shape:shape1,** input_namesZxzscalar:List[value1,],*0 output_namesZoutputzscalar:List[value1,],:JDefault/layer4-SequentialCell/0-ResidualBlockBase/gn2-GroupNorm/Sqrt-op480  '550_1_construct_wrapper.8:[CNode]14:545 !550_1_construct_wrapper.8:std:553'550_1_construct_wrapper.8:[CNode]21:554'550_1_construct_wrapper.8:[CNode]21:554"RealDiv*!b8:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:#Default/gn1-GroupNorm/RealDiv-op475 "[ValueNode]158((1, 128, 7, 1)):555"[ValueNode]158((1, 128, 7, 1)):555"Constant*@ valuePPPPz+scalar:Tuple[value1,value2,value3,value4,],  '550_1_construct_wrapper.8:[CNode]21:554 "[ValueNode]158((1, 128, 7, 1)):555550_1_construct_wrapper.8:x:556550_1_construct_wrapper.8:x:556"Reshape*$b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:MDefault/layer4-SequentialCell/0-ResidualBlockBase/gn2-GroupNorm/Reshape-op481 K[ValueNode]9(U):557[ValueNode]9(U):557"Constant* valuez Monad:UMonad  ,550_1_construct_wrapper.8:layer4.0.gn2.gamma [ValueNode]9(U):557(550_1_construct_wrapper.8:[CNode]168:558(550_1_construct_wrapper.8:[CNode]168:558"Load*b :shape1z shape:shape1,:JDefault/layer4-SequentialCell/0-ResidualBlockBase/gn2-GroupNorm/Load-op483 [ValueNode]24((-1, 1, 1)):559[ValueNode]24((-1, 1, 1)):559"Constant*? valuePPPz$scalar:Tuple[value1,value2,value3,],  (550_1_construct_wrapper.8:[CNode]168:558 [ValueNode]24((-1, 1, 1)):559(550_1_construct_wrapper.8:[CNode]169:560(550_1_construct_wrapper.8:[CNode]169:560"Reshape*"b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:MDefault/layer4-SequentialCell/0-ResidualBlockBase/gn2-GroupNorm/Reshape-op484  550_1_construct_wrapper.8:x:556 (550_1_construct_wrapper.8:[CNode]169:560'550_1_construct_wrapper.8:[CNode]26:561'550_1_construct_wrapper.8:[CNode]26:561"Mul*$b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Mul-op482 K[ValueNode]9(U):562[ValueNode]9(U):562"Constant* valuez Monad:UMonad  +550_1_construct_wrapper.8:layer4.0.gn2.beta [ValueNode]9(U):562(550_1_construct_wrapper.8:[CNode]170:563(550_1_construct_wrapper.8:[CNode]170:563"Load*b :shape1z shape:shape1,:JDefault/layer4-SequentialCell/0-ResidualBlockBase/gn2-GroupNorm/Load-op486 [ValueNode]24((-1, 1, 1)):564[ValueNode]24((-1, 1, 1)):564"Constant*? valuePPPz$scalar:Tuple[value1,value2,value3,],  (550_1_construct_wrapper.8:[CNode]170:563 [ValueNode]24((-1, 1, 1)):564(550_1_construct_wrapper.8:[CNode]171:565(550_1_construct_wrapper.8:[CNode]171:565"Reshape*"b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:MDefault/layer4-SequentialCell/0-ResidualBlockBase/gn2-GroupNorm/Reshape-op487  '550_1_construct_wrapper.8:[CNode]26:561 (550_1_construct_wrapper.8:[CNode]171:565'550_1_construct_wrapper.8:[CNode]29:566'550_1_construct_wrapper.8:[CNode]29:566"Add*$b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Add-op485 K[ValueNode]9(U):567[ValueNode]9(U):567"Constant* valuez Monad:UMonad  =550_1_construct_wrapper.8:layer4.0.down_sample_layer.0.weight [ValueNode]9(U):567(550_1_construct_wrapper.8:[CNode]172:568(550_1_construct_wrapper.8:[CNode]172:568"Load*$b@:shape1z shape:shape1,:]Default/layer4-SequentialCell/0-ResidualBlockBase/down_sample_layer-SequentialCell/Load-op489  (550_1_construct_wrapper.8:[CNode]144:501 (550_1_construct_wrapper.8:[CNode]172:568$550_1_construct_wrapper.8:output:569$550_1_construct_wrapper.8:output:569"Conv2D*$b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *B pad_listPPPPz+scalar:Tuple[value1,value2,value3,value4,],*@ stridePPPPz+scalar:Tuple[value1,value2,value3,value4,],*= padPPPPz+scalar:Tuple[value1,value2,value3,value4,],*! pad_mode*padz scalar:value0*" out_channelz scalar:value0*3 kernel_sizePPzscalar:Tuple[value1,value2,],*4 input_namesZxZwzscalar:List[value1,value2,],* format*NCHWz scalar:value0* groupsz scalar:value0* modez scalar:value0* groupz scalar:value0*B dilationPPPPz+scalar:Tuple[value1,value2,value3,value4,],*0 output_namesZoutputzscalar:List[value1,],:hDefault/layer4-SequentialCell/0-ResidualBlockBase/down_sample_layer-SequentialCell/0-Conv2d/Conv2D-op448 K[ValueNode]9(U):570[ValueNode]9(U):570"Constant* valuez Monad:UMonad  ;550_1_construct_wrapper.8:layer4.0.down_sample_layer.0.bias [ValueNode]9(U):570(550_1_construct_wrapper.8:[CNode]173:571(550_1_construct_wrapper.8:[CNode]173:571"Load*b :shape1z shape:shape1,:fDefault/layer4-SequentialCell/0-ResidualBlockBase/down_sample_layer-SequentialCell/0-Conv2d/Load-op491  $550_1_construct_wrapper.8:output:569 (550_1_construct_wrapper.8:[CNode]173:571$550_1_construct_wrapper.8:output:572$550_1_construct_wrapper.8:output:572"BiasAdd*$b:shape1z shape:shape1,*4 input_namesZxZbzscalar:List[value1,value2,],*0 output_namesZoutputzscalar:List[value1,],* format*NCHWz scalar:value0:iDefault/layer4-SequentialCell/0-ResidualBlockBase/down_sample_layer-SequentialCell/0-Conv2d/BiasAdd-op490 [ValueNode]12((1, 16, -1)):573[ValueNode]12((1, 16, -1)):573"Constant*? valuePPPz$scalar:Tuple[value1,value2,value3,],  $550_1_construct_wrapper.8:output:572 [ValueNode]12((1, 16, -1)):573550_1_construct_wrapper.8:x:574550_1_construct_wrapper.8:x:574"Reshape*!b8:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:lDefault/layer4-SequentialCell/0-ResidualBlockBase/down_sample_layer-SequentialCell/1-GroupNorm/Reshape-op492 S[ValueNode]13(2):575[ValueNode]13(2):575"Constant* valuez scalar:value0  550_1_construct_wrapper.8:x:574 [ValueNode]13(2):575"550_1_construct_wrapper.8:mean:576"550_1_construct_wrapper.8:mean:576" ReduceMean*!b:shape1z shape:shape1,*= input_namesZinput_xZaxiszscalar:List[value1,value2,],*+ output_namesZyzscalar:List[value1,],* keep_dimsz scalar:value0 :oDefault/layer4-SequentialCell/0-ResidualBlockBase/down_sample_layer-SequentialCell/1-GroupNorm/ReduceMean-op493  550_1_construct_wrapper.8:x:574 "550_1_construct_wrapper.8:mean:576'550_1_construct_wrapper.8:[CNode]14:577'550_1_construct_wrapper.8:[CNode]14:577"Sub*!b8:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Sub-op136  '550_1_construct_wrapper.8:[CNode]14:577(550_1_construct_wrapper.8:[CNode]174:578(550_1_construct_wrapper.8:[CNode]174:578"Square*!b8:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*0 input_namesZinput_xzscalar:List[value1,],:kDefault/layer4-SequentialCell/0-ResidualBlockBase/down_sample_layer-SequentialCell/1-GroupNorm/Square-op495 S[ValueNode]13(2):579[ValueNode]13(2):579"Constant* valuez scalar:value0  (550_1_construct_wrapper.8:[CNode]174:578 [ValueNode]13(2):579(550_1_construct_wrapper.8:[CNode]175:580(550_1_construct_wrapper.8:[CNode]175:580" ReduceSum*!b:shape1z shape:shape1,*= input_namesZinput_xZaxiszscalar:List[value1,value2,],*+ output_namesZyzscalar:List[value1,],* keep_dimsz scalar:value0 :nDefault/layer4-SequentialCell/0-ResidualBlockBase/down_sample_layer-SequentialCell/1-GroupNorm/ReduceSum-op496 >[ValueNode]157(Tensor(shape=[], dtype=Float32, value= 56)):581>[ValueNode]157(Tensor(shape=[], dtype=Float32, value= 56)):581"Constant*+ valueb:value0J`Bz tensor:value0  (550_1_construct_wrapper.8:[CNode]175:580 >[ValueNode]157(Tensor(shape=[], dtype=Float32, value= 56)):581'550_1_construct_wrapper.8:[CNode]18:582'550_1_construct_wrapper.8:[CNode]18:582"RealDiv*!b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:#Default/gn1-GroupNorm/RealDiv-op497 @[ValueNode]19(Tensor(shape=[], dtype=Float32, value= 1e-05)):583@[ValueNode]19(Tensor(shape=[], dtype=Float32, value= 1e-05)):583"Constant*+ valueb:value0J'7z tensor:value0  '550_1_construct_wrapper.8:[CNode]18:582 @[ValueNode]19(Tensor(shape=[], dtype=Float32, value= 1e-05)):583'550_1_construct_wrapper.8:[CNode]20:584'550_1_construct_wrapper.8:[CNode]20:584"Add*!b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Add-op498  '550_1_construct_wrapper.8:[CNode]20:584!550_1_construct_wrapper.8:std:585!550_1_construct_wrapper.8:std:585"Sqrt*!b:shape1z shape:shape1,** input_namesZxzscalar:List[value1,],*0 output_namesZoutputzscalar:List[value1,],:iDefault/layer4-SequentialCell/0-ResidualBlockBase/down_sample_layer-SequentialCell/1-GroupNorm/Sqrt-op499  '550_1_construct_wrapper.8:[CNode]14:577 !550_1_construct_wrapper.8:std:585'550_1_construct_wrapper.8:[CNode]21:586'550_1_construct_wrapper.8:[CNode]21:586"RealDiv*!b8:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:#Default/gn1-GroupNorm/RealDiv-op494 "[ValueNode]158((1, 128, 7, 1)):587"[ValueNode]158((1, 128, 7, 1)):587"Constant*@ valuePPPPz+scalar:Tuple[value1,value2,value3,value4,],  '550_1_construct_wrapper.8:[CNode]21:586 "[ValueNode]158((1, 128, 7, 1)):587550_1_construct_wrapper.8:x:588550_1_construct_wrapper.8:x:588"Reshape*$b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:lDefault/layer4-SequentialCell/0-ResidualBlockBase/down_sample_layer-SequentialCell/1-GroupNorm/Reshape-op500 K[ValueNode]9(U):589[ValueNode]9(U):589"Constant* valuez Monad:UMonad  <550_1_construct_wrapper.8:layer4.0.down_sample_layer.1.gamma [ValueNode]9(U):589(550_1_construct_wrapper.8:[CNode]176:590(550_1_construct_wrapper.8:[CNode]176:590"Load*b :shape1z shape:shape1,:iDefault/layer4-SequentialCell/0-ResidualBlockBase/down_sample_layer-SequentialCell/1-GroupNorm/Load-op502 [ValueNode]24((-1, 1, 1)):591[ValueNode]24((-1, 1, 1)):591"Constant*? valuePPPz$scalar:Tuple[value1,value2,value3,],  (550_1_construct_wrapper.8:[CNode]176:590 [ValueNode]24((-1, 1, 1)):591(550_1_construct_wrapper.8:[CNode]177:592(550_1_construct_wrapper.8:[CNode]177:592"Reshape*"b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:lDefault/layer4-SequentialCell/0-ResidualBlockBase/down_sample_layer-SequentialCell/1-GroupNorm/Reshape-op503  550_1_construct_wrapper.8:x:588 (550_1_construct_wrapper.8:[CNode]177:592'550_1_construct_wrapper.8:[CNode]26:593'550_1_construct_wrapper.8:[CNode]26:593"Mul*$b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Mul-op501 K[ValueNode]9(U):594[ValueNode]9(U):594"Constant* valuez Monad:UMonad  ;550_1_construct_wrapper.8:layer4.0.down_sample_layer.1.beta [ValueNode]9(U):594(550_1_construct_wrapper.8:[CNode]178:595(550_1_construct_wrapper.8:[CNode]178:595"Load*b :shape1z shape:shape1,:iDefault/layer4-SequentialCell/0-ResidualBlockBase/down_sample_layer-SequentialCell/1-GroupNorm/Load-op505 [ValueNode]24((-1, 1, 1)):596[ValueNode]24((-1, 1, 1)):596"Constant*? valuePPPz$scalar:Tuple[value1,value2,value3,],  (550_1_construct_wrapper.8:[CNode]178:595 [ValueNode]24((-1, 1, 1)):596(550_1_construct_wrapper.8:[CNode]179:597(550_1_construct_wrapper.8:[CNode]179:597"Reshape*"b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:lDefault/layer4-SequentialCell/0-ResidualBlockBase/down_sample_layer-SequentialCell/1-GroupNorm/Reshape-op506  '550_1_construct_wrapper.8:[CNode]26:593 (550_1_construct_wrapper.8:[CNode]179:597'550_1_construct_wrapper.8:[CNode]29:598'550_1_construct_wrapper.8:[CNode]29:598"Add*$b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Add-op504  '550_1_construct_wrapper.8:[CNode]29:566 '550_1_construct_wrapper.8:[CNode]29:598'550_1_construct_wrapper.8:[CNode]29:599'550_1_construct_wrapper.8:[CNode]29:599"Add*$b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Add-op488  '550_1_construct_wrapper.8:[CNode]29:599(550_1_construct_wrapper.8:[CNode]163:600(550_1_construct_wrapper.8:[CNode]163:600"ReLU*$b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],** input_namesZxzscalar:List[value1,],:FDefault/layer4-SequentialCell/0-ResidualBlockBase/relu-ReLU/ReLU-op507 K[ValueNode]9(U):601[ValueNode]9(U):601"Constant* valuez Monad:UMonad  /550_1_construct_wrapper.8:layer4.1.conv1.weight [ValueNode]9(U):601(550_1_construct_wrapper.8:[CNode]180:602(550_1_construct_wrapper.8:[CNode]180:602"Load*%b:shape1z shape:shape1,:[ValueNode]157(Tensor(shape=[], dtype=Float32, value= 56)):615>[ValueNode]157(Tensor(shape=[], dtype=Float32, value= 56)):615"Constant*+ valueb:value0J`Bz tensor:value0  (550_1_construct_wrapper.8:[CNode]183:614 >[ValueNode]157(Tensor(shape=[], dtype=Float32, value= 56)):615'550_1_construct_wrapper.8:[CNode]18:616'550_1_construct_wrapper.8:[CNode]18:616"RealDiv*!b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:#Default/gn1-GroupNorm/RealDiv-op518 @[ValueNode]19(Tensor(shape=[], dtype=Float32, value= 1e-05)):617@[ValueNode]19(Tensor(shape=[], dtype=Float32, value= 1e-05)):617"Constant*+ valueb:value0J'7z tensor:value0  '550_1_construct_wrapper.8:[CNode]18:616 @[ValueNode]19(Tensor(shape=[], dtype=Float32, value= 1e-05)):617'550_1_construct_wrapper.8:[CNode]20:618'550_1_construct_wrapper.8:[CNode]20:618"Add*!b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Add-op519  '550_1_construct_wrapper.8:[CNode]20:618!550_1_construct_wrapper.8:std:619!550_1_construct_wrapper.8:std:619"Sqrt*!b:shape1z shape:shape1,** input_namesZxzscalar:List[value1,],*0 output_namesZoutputzscalar:List[value1,],:JDefault/layer4-SequentialCell/1-ResidualBlockBase/gn1-GroupNorm/Sqrt-op520  '550_1_construct_wrapper.8:[CNode]14:611 !550_1_construct_wrapper.8:std:619'550_1_construct_wrapper.8:[CNode]21:620'550_1_construct_wrapper.8:[CNode]21:620"RealDiv*!b8:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:#Default/gn1-GroupNorm/RealDiv-op515 "[ValueNode]158((1, 128, 7, 1)):621"[ValueNode]158((1, 128, 7, 1)):621"Constant*@ valuePPPPz+scalar:Tuple[value1,value2,value3,value4,],  '550_1_construct_wrapper.8:[CNode]21:620 "[ValueNode]158((1, 128, 7, 1)):621550_1_construct_wrapper.8:x:622550_1_construct_wrapper.8:x:622"Reshape*$b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:MDefault/layer4-SequentialCell/1-ResidualBlockBase/gn1-GroupNorm/Reshape-op521 K[ValueNode]9(U):623[ValueNode]9(U):623"Constant* valuez Monad:UMonad  ,550_1_construct_wrapper.8:layer4.1.gn1.gamma [ValueNode]9(U):623(550_1_construct_wrapper.8:[CNode]184:624(550_1_construct_wrapper.8:[CNode]184:624"Load*b :shape1z shape:shape1,:JDefault/layer4-SequentialCell/1-ResidualBlockBase/gn1-GroupNorm/Load-op523 [ValueNode]24((-1, 1, 1)):625[ValueNode]24((-1, 1, 1)):625"Constant*? valuePPPz$scalar:Tuple[value1,value2,value3,],  (550_1_construct_wrapper.8:[CNode]184:624 [ValueNode]24((-1, 1, 1)):625(550_1_construct_wrapper.8:[CNode]185:626(550_1_construct_wrapper.8:[CNode]185:626"Reshape*"b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:MDefault/layer4-SequentialCell/1-ResidualBlockBase/gn1-GroupNorm/Reshape-op524  550_1_construct_wrapper.8:x:622 (550_1_construct_wrapper.8:[CNode]185:626'550_1_construct_wrapper.8:[CNode]26:627'550_1_construct_wrapper.8:[CNode]26:627"Mul*$b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Mul-op522 K[ValueNode]9(U):628[ValueNode]9(U):628"Constant* valuez Monad:UMonad  +550_1_construct_wrapper.8:layer4.1.gn1.beta [ValueNode]9(U):628(550_1_construct_wrapper.8:[CNode]186:629(550_1_construct_wrapper.8:[CNode]186:629"Load*b :shape1z shape:shape1,:JDefault/layer4-SequentialCell/1-ResidualBlockBase/gn1-GroupNorm/Load-op526 [ValueNode]24((-1, 1, 1)):630[ValueNode]24((-1, 1, 1)):630"Constant*? valuePPPz$scalar:Tuple[value1,value2,value3,],  (550_1_construct_wrapper.8:[CNode]186:629 [ValueNode]24((-1, 1, 1)):630(550_1_construct_wrapper.8:[CNode]187:631(550_1_construct_wrapper.8:[CNode]187:631"Reshape*"b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:MDefault/layer4-SequentialCell/1-ResidualBlockBase/gn1-GroupNorm/Reshape-op527  '550_1_construct_wrapper.8:[CNode]26:627 (550_1_construct_wrapper.8:[CNode]187:631'550_1_construct_wrapper.8:[CNode]29:632'550_1_construct_wrapper.8:[CNode]29:632"Add*$b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Add-op525  '550_1_construct_wrapper.8:[CNode]29:632(550_1_construct_wrapper.8:[CNode]188:633(550_1_construct_wrapper.8:[CNode]188:633"ReLU*$b:shape1z shape:shape1,** input_namesZxzscalar:List[value1,],*0 output_namesZoutputzscalar:List[value1,],:FDefault/layer4-SequentialCell/1-ResidualBlockBase/relu-ReLU/ReLU-op528 K[ValueNode]9(U):634[ValueNode]9(U):634"Constant* valuez Monad:UMonad  /550_1_construct_wrapper.8:layer4.1.conv2.weight [ValueNode]9(U):634(550_1_construct_wrapper.8:[CNode]189:635(550_1_construct_wrapper.8:[CNode]189:635"Load*%b:shape1z shape:shape1,:[ValueNode]157(Tensor(shape=[], dtype=Float32, value= 56)):648>[ValueNode]157(Tensor(shape=[], dtype=Float32, value= 56)):648"Constant*+ valueb:value0J`Bz tensor:value0  (550_1_construct_wrapper.8:[CNode]192:647 >[ValueNode]157(Tensor(shape=[], dtype=Float32, value= 56)):648'550_1_construct_wrapper.8:[CNode]18:649'550_1_construct_wrapper.8:[CNode]18:649"RealDiv*!b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:#Default/gn1-GroupNorm/RealDiv-op538 @[ValueNode]19(Tensor(shape=[], dtype=Float32, value= 1e-05)):650@[ValueNode]19(Tensor(shape=[], dtype=Float32, value= 1e-05)):650"Constant*+ valueb:value0J'7z tensor:value0  '550_1_construct_wrapper.8:[CNode]18:649 @[ValueNode]19(Tensor(shape=[], dtype=Float32, value= 1e-05)):650'550_1_construct_wrapper.8:[CNode]20:651'550_1_construct_wrapper.8:[CNode]20:651"Add*!b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Add-op539  '550_1_construct_wrapper.8:[CNode]20:651!550_1_construct_wrapper.8:std:652!550_1_construct_wrapper.8:std:652"Sqrt*!b:shape1z shape:shape1,** input_namesZxzscalar:List[value1,],*0 output_namesZoutputzscalar:List[value1,],:JDefault/layer4-SequentialCell/1-ResidualBlockBase/gn2-GroupNorm/Sqrt-op540  '550_1_construct_wrapper.8:[CNode]14:644 !550_1_construct_wrapper.8:std:652'550_1_construct_wrapper.8:[CNode]21:653'550_1_construct_wrapper.8:[CNode]21:653"RealDiv*!b8:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:#Default/gn1-GroupNorm/RealDiv-op535 "[ValueNode]158((1, 128, 7, 1)):654"[ValueNode]158((1, 128, 7, 1)):654"Constant*@ valuePPPPz+scalar:Tuple[value1,value2,value3,value4,],  '550_1_construct_wrapper.8:[CNode]21:653 "[ValueNode]158((1, 128, 7, 1)):654550_1_construct_wrapper.8:x:655550_1_construct_wrapper.8:x:655"Reshape*$b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:MDefault/layer4-SequentialCell/1-ResidualBlockBase/gn2-GroupNorm/Reshape-op541 K[ValueNode]9(U):656[ValueNode]9(U):656"Constant* valuez Monad:UMonad  ,550_1_construct_wrapper.8:layer4.1.gn2.gamma [ValueNode]9(U):656(550_1_construct_wrapper.8:[CNode]193:657(550_1_construct_wrapper.8:[CNode]193:657"Load*b :shape1z shape:shape1,:JDefault/layer4-SequentialCell/1-ResidualBlockBase/gn2-GroupNorm/Load-op543 [ValueNode]24((-1, 1, 1)):658[ValueNode]24((-1, 1, 1)):658"Constant*? valuePPPz$scalar:Tuple[value1,value2,value3,],  (550_1_construct_wrapper.8:[CNode]193:657 [ValueNode]24((-1, 1, 1)):658(550_1_construct_wrapper.8:[CNode]194:659(550_1_construct_wrapper.8:[CNode]194:659"Reshape*"b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:MDefault/layer4-SequentialCell/1-ResidualBlockBase/gn2-GroupNorm/Reshape-op544  550_1_construct_wrapper.8:x:655 (550_1_construct_wrapper.8:[CNode]194:659'550_1_construct_wrapper.8:[CNode]26:660'550_1_construct_wrapper.8:[CNode]26:660"Mul*$b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Mul-op542 K[ValueNode]9(U):661[ValueNode]9(U):661"Constant* valuez Monad:UMonad  +550_1_construct_wrapper.8:layer4.1.gn2.beta [ValueNode]9(U):661(550_1_construct_wrapper.8:[CNode]195:662(550_1_construct_wrapper.8:[CNode]195:662"Load*b :shape1z shape:shape1,:JDefault/layer4-SequentialCell/1-ResidualBlockBase/gn2-GroupNorm/Load-op546 [ValueNode]24((-1, 1, 1)):663[ValueNode]24((-1, 1, 1)):663"Constant*? valuePPPz$scalar:Tuple[value1,value2,value3,],  (550_1_construct_wrapper.8:[CNode]195:662 [ValueNode]24((-1, 1, 1)):663(550_1_construct_wrapper.8:[CNode]196:664(550_1_construct_wrapper.8:[CNode]196:664"Reshape*"b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:MDefault/layer4-SequentialCell/1-ResidualBlockBase/gn2-GroupNorm/Reshape-op547  '550_1_construct_wrapper.8:[CNode]26:660 (550_1_construct_wrapper.8:[CNode]196:664'550_1_construct_wrapper.8:[CNode]29:665'550_1_construct_wrapper.8:[CNode]29:665"Add*$b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Add-op545  '550_1_construct_wrapper.8:[CNode]29:665 (550_1_construct_wrapper.8:[CNode]163:600'550_1_construct_wrapper.8:[CNode]29:666'550_1_construct_wrapper.8:[CNode]29:666"Add*$b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Add-op508  '550_1_construct_wrapper.8:[CNode]29:666(550_1_construct_wrapper.8:[CNode]188:667(550_1_construct_wrapper.8:[CNode]188:667"ReLU*$b:shape1z shape:shape1,** input_namesZxzscalar:List[value1,],*0 output_namesZoutputzscalar:List[value1,],:FDefault/layer4-SequentialCell/1-ResidualBlockBase/relu-ReLU/ReLU-op548 K[ValueNode]9(U):668[ValueNode]9(U):668"Constant* valuez Monad:UMonad  1550_1_construct_wrapper.8:mlp.transition.0.weight [ValueNode]9(U):668(550_1_construct_wrapper.8:[CNode]197:669(550_1_construct_wrapper.8:[CNode]197:669"Load*$b :shape1z shape:shape1,:[ValueNode]200(Tensor(shape=[], dtype=Float32, value= 14)):679>[ValueNode]200(Tensor(shape=[], dtype=Float32, value= 14)):679"Constant*+ valueb:value0J`Az tensor:value0  (550_1_construct_wrapper.8:[CNode]199:678 >[ValueNode]200(Tensor(shape=[], dtype=Float32, value= 14)):679'550_1_construct_wrapper.8:[CNode]18:680'550_1_construct_wrapper.8:[CNode]18:680"RealDiv*!b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:#Default/gn1-GroupNorm/RealDiv-op556 @[ValueNode]19(Tensor(shape=[], dtype=Float32, value= 1e-05)):681@[ValueNode]19(Tensor(shape=[], dtype=Float32, value= 1e-05)):681"Constant*+ valueb:value0J'7z tensor:value0  '550_1_construct_wrapper.8:[CNode]18:680 @[ValueNode]19(Tensor(shape=[], dtype=Float32, value= 1e-05)):681'550_1_construct_wrapper.8:[CNode]20:682'550_1_construct_wrapper.8:[CNode]20:682"Add*!b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Add-op557  '550_1_construct_wrapper.8:[CNode]20:682!550_1_construct_wrapper.8:std:683!550_1_construct_wrapper.8:std:683"Sqrt*!b:shape1z shape:shape1,** input_namesZxzscalar:List[value1,],*0 output_namesZoutputzscalar:List[value1,],:HDefault/mlp-OutputBlock/transition-SequentialCell/1-GroupNorm/Sqrt-op558  '550_1_construct_wrapper.8:[CNode]14:675 !550_1_construct_wrapper.8:std:683'550_1_construct_wrapper.8:[CNode]21:684'550_1_construct_wrapper.8:[CNode]21:684"RealDiv*!b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:#Default/gn1-GroupNorm/RealDiv-op553 ![ValueNode]201((1, 32, 7, 1)):685![ValueNode]201((1, 32, 7, 1)):685"Constant*? valuePP PPz+scalar:Tuple[value1,value2,value3,value4,],  '550_1_construct_wrapper.8:[CNode]21:684 ![ValueNode]201((1, 32, 7, 1)):685550_1_construct_wrapper.8:x:686550_1_construct_wrapper.8:x:686"Reshape*#b :shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:KDefault/mlp-OutputBlock/transition-SequentialCell/1-GroupNorm/Reshape-op559 K[ValueNode]9(U):687[ValueNode]9(U):687"Constant* valuez Monad:UMonad  0550_1_construct_wrapper.8:mlp.transition.1.gamma [ValueNode]9(U):687(550_1_construct_wrapper.8:[CNode]202:688(550_1_construct_wrapper.8:[CNode]202:688"Load*b  :shape1z shape:shape1,:HDefault/mlp-OutputBlock/transition-SequentialCell/1-GroupNorm/Load-op561 [ValueNode]24((-1, 1, 1)):689[ValueNode]24((-1, 1, 1)):689"Constant*? valuePPPz$scalar:Tuple[value1,value2,value3,],  (550_1_construct_wrapper.8:[CNode]202:688 [ValueNode]24((-1, 1, 1)):689(550_1_construct_wrapper.8:[CNode]203:690(550_1_construct_wrapper.8:[CNode]203:690"Reshape*!b :shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:KDefault/mlp-OutputBlock/transition-SequentialCell/1-GroupNorm/Reshape-op562  550_1_construct_wrapper.8:x:686 (550_1_construct_wrapper.8:[CNode]203:690'550_1_construct_wrapper.8:[CNode]26:691'550_1_construct_wrapper.8:[CNode]26:691"Mul*#b :shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Mul-op560 K[ValueNode]9(U):692[ValueNode]9(U):692"Constant* valuez Monad:UMonad  /550_1_construct_wrapper.8:mlp.transition.1.beta [ValueNode]9(U):692(550_1_construct_wrapper.8:[CNode]204:693(550_1_construct_wrapper.8:[CNode]204:693"Load*b  :shape1z shape:shape1,:HDefault/mlp-OutputBlock/transition-SequentialCell/1-GroupNorm/Load-op564 [ValueNode]24((-1, 1, 1)):694[ValueNode]24((-1, 1, 1)):694"Constant*? valuePPPz$scalar:Tuple[value1,value2,value3,],  (550_1_construct_wrapper.8:[CNode]204:693 [ValueNode]24((-1, 1, 1)):694(550_1_construct_wrapper.8:[CNode]205:695(550_1_construct_wrapper.8:[CNode]205:695"Reshape*!b :shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:KDefault/mlp-OutputBlock/transition-SequentialCell/1-GroupNorm/Reshape-op565  '550_1_construct_wrapper.8:[CNode]26:691 (550_1_construct_wrapper.8:[CNode]205:695'550_1_construct_wrapper.8:[CNode]29:696'550_1_construct_wrapper.8:[CNode]29:696"Add*#b :shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *0 output_namesZoutputzscalar:List[value1,],*4 input_namesZxZyzscalar:List[value1,value2,],:Default/gn1-GroupNorm/Add-op563 [ValueNode]206((-1, 224)):697[ValueNode]206((-1, 224)):697"Constant*7 valuePPzscalar:Tuple[value1,value2,],  '550_1_construct_wrapper.8:[CNode]29:696 [ValueNode]206((-1, 224)):697!550_1_construct_wrapper.8:207:698!550_1_construct_wrapper.8:207:698"Reshape* b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *? shapePPPz$scalar:Tuple[value1,value2,value3,],*0 output_namesZoutputzscalar:List[value1,],*= input_namesZtensorZshapezscalar:List[value1,value2,],:%Default/mlp-OutputBlock/Reshape-op566 K[ValueNode]9(U):699[ValueNode]9(U):699"Constant* valuez Monad:UMonad  *550_1_construct_wrapper.8:mlp.mlp.0.weight [ValueNode]9(U):699(550_1_construct_wrapper.8:[CNode]208:700(550_1_construct_wrapper.8:[CNode]208:700"Load*!b:shape1z shape:shape1,:=Default/mlp-OutputBlock/mlp-SequentialCell/0-Dense/Load-op568  !550_1_construct_wrapper.8:207:698 (550_1_construct_wrapper.8:[CNode]208:700550_1_construct_wrapper.8:x:701550_1_construct_wrapper.8:x:701"MatMul* b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *0 output_namesZoutputzscalar:List[value1,],*6 input_namesZx1Zx2zscalar:List[value1,value2,],*! transpose_az scalar:value0 *" transpose_x2z scalar:value0 *! transpose_bz scalar:value0 *( IsFeatureMapOutputz scalar:value0 *" transpose_x1z scalar:value0 :?Default/mlp-OutputBlock/mlp-SequentialCell/0-Dense/MatMul-op567 K[ValueNode]9(U):702[ValueNode]9(U):702"Constant* valuez Monad:UMonad  (550_1_construct_wrapper.8:mlp.mlp.0.bias [ValueNode]9(U):702(550_1_construct_wrapper.8:[CNode]209:703(550_1_construct_wrapper.8:[CNode]209:703"Load*b :shape1z shape:shape1,:=Default/mlp-OutputBlock/mlp-SequentialCell/0-Dense/Load-op570  550_1_construct_wrapper.8:x:701 (550_1_construct_wrapper.8:[CNode]209:703550_1_construct_wrapper.8:x:704550_1_construct_wrapper.8:x:704"BiasAdd* b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *= IsFeatureMapInputListPPzscalar:Tuple[value1,value2,], *( IsFeatureMapOutputz scalar:value0 *4 input_namesZxZbzscalar:List[value1,value2,],*0 output_namesZoutputzscalar:List[value1,],* format*NCHWz scalar:value0:@Default/mlp-OutputBlock/mlp-SequentialCell/0-Dense/BiasAdd-op569  550_1_construct_wrapper.8:x:704(550_1_construct_wrapper.8:[CNode]210:705(550_1_construct_wrapper.8:[CNode]210:705"ReLU* b:shape1z shape:shape1,*- output_is_dynamic_shapez scalar:value0 *4 IsFeatureMapInputListPzscalar:Tuple[value1,], *( IsFeatureMapOutputz scalar:value0 *0 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