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[ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  /282_142_construct_wrapper.35:layer1.conv.weight [ValueNode]36(282_142_construct_wrapper.35:[CNode]37:1(282_142_construct_wrapper.35:[CNode]37:1"Load*#b:shape1z shape:shape1,:#Default/layer1-MakeLayer/Load-op189  282_142_construct_wrapper.35:x (282_142_construct_wrapper.35:[CNode]37:1%282_142_construct_wrapper.35:output:2%282_142_construct_wrapper.35:output:2"Conv2D*$b0 :shape1z shape:shape1,*B pad_listPPPPz+scalar:Tuple[value1,value2,value3,value4,],*! out_channelz scalar:value0*0 output_namesZoutputzscalar:List[value1,],* modez scalar:value0*! pad_mode*padz scalar:value0*= padPPPPz+scalar:Tuple[value1,value2,value3,value4,],* groupsz scalar:value0* format*NCHWz scalar:value0* groupz scalar:value0*3 kernel_sizePPzscalar:Tuple[value1,value2,],*@ stridePPPPz+scalar:Tuple[value1,value2,value3,value4,],*4 input_namesZxZwzscalar:List[value1,value2,],*B dilationPPPPz+scalar:Tuple[value1,value2,value3,value4,],:1Default/layer1-MakeLayer/conv-Conv2d/Conv2D-op190 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  -282_142_construct_wrapper.35:layer1.conv.bias [ValueNode]36(282_142_construct_wrapper.35:[CNode]38:3(282_142_construct_wrapper.35:[CNode]38:3"Load*b :shape1z shape:shape1,:/Default/layer1-MakeLayer/conv-Conv2d/Load-op192  %282_142_construct_wrapper.35:output:2 (282_142_construct_wrapper.35:[CNode]38:3%282_142_construct_wrapper.35:output:4%282_142_construct_wrapper.35:output:4"BiasAdd*$b0 :shape1z shape:shape1,*4 input_namesZxZbzscalar:List[value1,value2,],*0 output_namesZoutputzscalar:List[value1,],* format*NCHWz scalar:value0:2Default/layer1-MakeLayer/conv-Conv2d/BiasAdd-op191 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  ,282_142_construct_wrapper.35:layer1.bn.gamma [ValueNode]36(282_142_construct_wrapper.35:[CNode]39:5(282_142_construct_wrapper.35:[CNode]39:5"Load*b :shape1z shape:shape1,:#Default/layer1-MakeLayer/Load-op194 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  +282_142_construct_wrapper.35:layer1.bn.beta [ValueNode]36(282_142_construct_wrapper.35:[CNode]40:6(282_142_construct_wrapper.35:[CNode]40:6"Load*b :shape1z shape:shape1,:#Default/layer1-MakeLayer/Load-op195 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  2282_142_construct_wrapper.35:layer1.bn.moving_mean [ValueNode]36(282_142_construct_wrapper.35:[CNode]41:7(282_142_construct_wrapper.35:[CNode]41:7"Load*b :shape1z shape:shape1,:#Default/layer1-MakeLayer/Load-op196 ? 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[ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  6282_142_construct_wrapper.35:layer1.layers.0.bn1.gamma [ValueNode]36)282_142_construct_wrapper.35:[CNode]39:14)282_142_construct_wrapper.35:[CNode]39:14"Load*b :shape1z shape:shape1,:2Default/layer1-MakeLayer/bn-BatchNorm2d/Load-op204 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  5282_142_construct_wrapper.35:layer1.layers.0.bn1.beta [ValueNode]36)282_142_construct_wrapper.35:[CNode]40:15)282_142_construct_wrapper.35:[CNode]40:15"Load*b :shape1z shape:shape1,:2Default/layer1-MakeLayer/bn-BatchNorm2d/Load-op205 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  <282_142_construct_wrapper.35:layer1.layers.0.bn1.moving_mean [ValueNode]36)282_142_construct_wrapper.35:[CNode]41:16)282_142_construct_wrapper.35:[CNode]41:16"Load*b :shape1z shape:shape1,:2Default/layer1-MakeLayer/bn-BatchNorm2d/Load-op206 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  @282_142_construct_wrapper.35:layer1.layers.0.bn1.moving_variance [ValueNode]36)282_142_construct_wrapper.35:[CNode]42:17)282_142_construct_wrapper.35:[CNode]42:17"Load*b :shape1z shape:shape1,:2Default/layer1-MakeLayer/bn-BatchNorm2d/Load-op207  &282_142_construct_wrapper.35:output:13 )282_142_construct_wrapper.35:[CNode]39:14 )282_142_construct_wrapper.35:[CNode]40:15 )282_142_construct_wrapper.35:[CNode]41:16 )282_142_construct_wrapper.35:[CNode]42:17"282_142_construct_wrapper.35:43:18"282_142_construct_wrapper.35:43:18" BatchNorm*b0 :shape1b :shape2b :shape3b :shape4b :shape5z1shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* epsilon'7z scalar:value0*! momentum=z scalar:value0* output_namesZyZ batch_meanZbatch_varianceZreserve_space_1Zreserve_space_2z1scalar:List[value1,value2,value3,value4,value5,],* format*NCHWz scalar:value0*e input_namesZxZscaleZoffsetZmeanZvariancez1scalar:List[value1,value2,value3,value4,value5,],*! is_trainingz scalar:value0 :7Default/layer1-MakeLayer/bn-BatchNorm2d/BatchNorm-op203 E [ValueNode]44 [ValueNode]44"Constant* valuez scalar:value0  "282_142_construct_wrapper.35:43:18 [ValueNode]44)282_142_construct_wrapper.35:[CNode]45:19)282_142_construct_wrapper.35:[CNode]45:19" TupleGetItem*$b0 :shape1z shape:shape1,::Default/layer1-MakeLayer/bn-BatchNorm2d/TupleGetItem-op208  )282_142_construct_wrapper.35:[CNode]45:19#282_142_construct_wrapper.35:out:20#282_142_construct_wrapper.35:out:20"ReLU*$b0 :shape1z shape:shape1,** input_namesZxzscalar:List[value1,],*0 output_namesZoutputzscalar:List[value1,],:?Default/layer1-MakeLayer/layers-CellList/0-BaseBlock/ReLU-op209 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  9282_142_construct_wrapper.35:layer1.layers.0.conv2.weight [ValueNode]36)282_142_construct_wrapper.35:[CNode]46:21)282_142_construct_wrapper.35:[CNode]46:21"Load*#b:shape1z shape:shape1,:?Default/layer1-MakeLayer/layers-CellList/0-BaseBlock/Load-op211  #282_142_construct_wrapper.35:out:20 )282_142_construct_wrapper.35:[CNode]46:21&282_142_construct_wrapper.35:output:22&282_142_construct_wrapper.35:output:22"Conv2D*$b0 :shape1z shape:shape1,*B pad_listPPPPz+scalar:Tuple[value1,value2,value3,value4,],*! out_channelz scalar:value0*0 output_namesZoutputzscalar:List[value1,],* modez scalar:value0*! pad_mode*padz scalar:value0*= padPPPPz+scalar:Tuple[value1,value2,value3,value4,],* groupsz scalar:value0* format*NCHWz scalar:value0* groupz scalar:value0*3 kernel_sizePPzscalar:Tuple[value1,value2,],*@ stridePPPPz+scalar:Tuple[value1,value2,value3,value4,],*4 input_namesZxZwzscalar:List[value1,value2,],*B dilationPPPPz+scalar:Tuple[value1,value2,value3,value4,],:NDefault/layer1-MakeLayer/layers-CellList/0-BaseBlock/conv2-Conv2d/Conv2D-op210 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  6282_142_construct_wrapper.35:layer1.layers.0.bn2.gamma [ValueNode]36)282_142_construct_wrapper.35:[CNode]39:23)282_142_construct_wrapper.35:[CNode]39:23"Load*b :shape1z shape:shape1,:?Default/layer1-MakeLayer/layers-CellList/0-BaseBlock/Load-op213 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  5282_142_construct_wrapper.35:layer1.layers.0.bn2.beta [ValueNode]36)282_142_construct_wrapper.35:[CNode]40:24)282_142_construct_wrapper.35:[CNode]40:24"Load*b :shape1z shape:shape1,:?Default/layer1-MakeLayer/layers-CellList/0-BaseBlock/Load-op214 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  <282_142_construct_wrapper.35:layer1.layers.0.bn2.moving_mean [ValueNode]36)282_142_construct_wrapper.35:[CNode]41:25)282_142_construct_wrapper.35:[CNode]41:25"Load*b :shape1z shape:shape1,:?Default/layer1-MakeLayer/layers-CellList/0-BaseBlock/Load-op215 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  @282_142_construct_wrapper.35:layer1.layers.0.bn2.moving_variance [ValueNode]36)282_142_construct_wrapper.35:[CNode]42:26)282_142_construct_wrapper.35:[CNode]42:26"Load*b :shape1z shape:shape1,:?Default/layer1-MakeLayer/layers-CellList/0-BaseBlock/Load-op216  &282_142_construct_wrapper.35:output:22 )282_142_construct_wrapper.35:[CNode]39:23 )282_142_construct_wrapper.35:[CNode]40:24 )282_142_construct_wrapper.35:[CNode]41:25 )282_142_construct_wrapper.35:[CNode]42:26"282_142_construct_wrapper.35:43:27"282_142_construct_wrapper.35:43:27" BatchNorm*b0 :shape1b :shape2b :shape3b :shape4b :shape5z1shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* epsilon'7z scalar:value0*! momentum=z scalar:value0* output_namesZyZ batch_meanZbatch_varianceZreserve_space_1Zreserve_space_2z1scalar:List[value1,value2,value3,value4,value5,],* format*NCHWz scalar:value0*e input_namesZxZscaleZoffsetZmeanZvariancez1scalar:List[value1,value2,value3,value4,value5,],*! is_trainingz scalar:value0 :7Default/layer1-MakeLayer/bn-BatchNorm2d/BatchNorm-op212 E [ValueNode]44 [ValueNode]44"Constant* valuez scalar:value0  "282_142_construct_wrapper.35:43:27 [ValueNode]44)282_142_construct_wrapper.35:[CNode]45:28)282_142_construct_wrapper.35:[CNode]45:28" TupleGetItem*$b0 :shape1z shape:shape1,::Default/layer1-MakeLayer/bn-BatchNorm2d/TupleGetItem-op217  )282_142_construct_wrapper.35:[CNode]45:28#282_142_construct_wrapper.35:out:29#282_142_construct_wrapper.35:out:29"ReLU*$b0 :shape1z shape:shape1,** input_namesZxzscalar:List[value1,],*0 output_namesZoutputzscalar:List[value1,],:?Default/layer1-MakeLayer/layers-CellList/0-BaseBlock/ReLU-op218  #282_142_construct_wrapper.35:out:29 !282_142_construct_wrapper.35:x:11#282_142_construct_wrapper.35:out:30#282_142_construct_wrapper.35:out:30"Add*$b0 :shape1z shape:shape1,*4 input_namesZxZyzscalar:List[value1,value2,],*0 output_namesZoutputzscalar:List[value1,],:>Default/layer1-MakeLayer/layers-CellList/0-BaseBlock/Add-op200 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  /282_142_construct_wrapper.35:layer2.conv.weight [ValueNode]36)282_142_construct_wrapper.35:[CNode]47:31)282_142_construct_wrapper.35:[CNode]47:31"Load*#b :shape1z shape:shape1,:#Default/layer2-MakeLayer/Load-op220  #282_142_construct_wrapper.35:out:30 )282_142_construct_wrapper.35:[CNode]47:31&282_142_construct_wrapper.35:output:32&282_142_construct_wrapper.35:output:32"Conv2D*$b :shape1z shape:shape1,*B pad_listPPPPz+scalar:Tuple[value1,value2,value3,value4,],*! out_channel z scalar:value0*0 output_namesZoutputzscalar:List[value1,],* modez scalar:value0*! pad_mode*padz scalar:value0*= padPPPPz+scalar:Tuple[value1,value2,value3,value4,],* groupsz scalar:value0* format*NCHWz scalar:value0* groupz scalar:value0*3 kernel_sizePPzscalar:Tuple[value1,value2,],*@ stridePPPPz+scalar:Tuple[value1,value2,value3,value4,],*4 input_namesZxZwzscalar:List[value1,value2,],*B dilationPPPPz+scalar:Tuple[value1,value2,value3,value4,],:1Default/layer2-MakeLayer/conv-Conv2d/Conv2D-op219 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  -282_142_construct_wrapper.35:layer2.conv.bias [ValueNode]36)282_142_construct_wrapper.35:[CNode]48:33)282_142_construct_wrapper.35:[CNode]48:33"Load*b  :shape1z shape:shape1,:/Default/layer2-MakeLayer/conv-Conv2d/Load-op222  &282_142_construct_wrapper.35:output:32 )282_142_construct_wrapper.35:[CNode]48:33&282_142_construct_wrapper.35:output:34&282_142_construct_wrapper.35:output:34"BiasAdd*$b :shape1z shape:shape1,*4 input_namesZxZbzscalar:List[value1,value2,],*0 output_namesZoutputzscalar:List[value1,],* format*NCHWz scalar:value0:2Default/layer2-MakeLayer/conv-Conv2d/BiasAdd-op221 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  ,282_142_construct_wrapper.35:layer2.bn.gamma [ValueNode]36)282_142_construct_wrapper.35:[CNode]49:35)282_142_construct_wrapper.35:[CNode]49:35"Load*b  :shape1z shape:shape1,:#Default/layer2-MakeLayer/Load-op224 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  +282_142_construct_wrapper.35:layer2.bn.beta [ValueNode]36)282_142_construct_wrapper.35:[CNode]50:36)282_142_construct_wrapper.35:[CNode]50:36"Load*b  :shape1z shape:shape1,:#Default/layer2-MakeLayer/Load-op225 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  2282_142_construct_wrapper.35:layer2.bn.moving_mean [ValueNode]36)282_142_construct_wrapper.35:[CNode]51:37)282_142_construct_wrapper.35:[CNode]51:37"Load*b  :shape1z shape:shape1,:#Default/layer2-MakeLayer/Load-op226 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  6282_142_construct_wrapper.35:layer2.bn.moving_variance [ValueNode]36)282_142_construct_wrapper.35:[CNode]52:38)282_142_construct_wrapper.35:[CNode]52:38"Load*b  :shape1z shape:shape1,:#Default/layer2-MakeLayer/Load-op227  &282_142_construct_wrapper.35:output:34 )282_142_construct_wrapper.35:[CNode]49:35 )282_142_construct_wrapper.35:[CNode]50:36 )282_142_construct_wrapper.35:[CNode]51:37 )282_142_construct_wrapper.35:[CNode]52:38"282_142_construct_wrapper.35:53:39"282_142_construct_wrapper.35:53:39" BatchNorm*b :shape1b  :shape2b  :shape3b  :shape4b  :shape5z1shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* epsilon'7z scalar:value0*! momentum=z scalar:value0* output_namesZyZ batch_meanZbatch_varianceZreserve_space_1Zreserve_space_2z1scalar:List[value1,value2,value3,value4,value5,],* format*NCHWz scalar:value0*e input_namesZxZscaleZoffsetZmeanZvariancez1scalar:List[value1,value2,value3,value4,value5,],*! is_trainingz scalar:value0 :7Default/layer2-MakeLayer/bn-BatchNorm2d/BatchNorm-op223 E [ValueNode]44 [ValueNode]44"Constant* valuez scalar:value0  "282_142_construct_wrapper.35:53:39 [ValueNode]44)282_142_construct_wrapper.35:[CNode]45:40)282_142_construct_wrapper.35:[CNode]45:40" TupleGetItem*$b :shape1z shape:shape1,::Default/layer1-MakeLayer/bn-BatchNorm2d/TupleGetItem-op228  )282_142_construct_wrapper.35:[CNode]45:40!282_142_construct_wrapper.35:x:41!282_142_construct_wrapper.35:x:41"ReLU*$b :shape1z shape:shape1,** input_namesZxzscalar:List[value1,],*0 output_namesZoutputzscalar:List[value1,],:#Default/layer2-MakeLayer/ReLU-op229 ? 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[ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  6282_142_construct_wrapper.35:layer2.layers.0.bn1.gamma [ValueNode]36)282_142_construct_wrapper.35:[CNode]49:44)282_142_construct_wrapper.35:[CNode]49:44"Load*b  :shape1z shape:shape1,:2Default/layer2-MakeLayer/bn-BatchNorm2d/Load-op234 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  5282_142_construct_wrapper.35:layer2.layers.0.bn1.beta [ValueNode]36)282_142_construct_wrapper.35:[CNode]50:45)282_142_construct_wrapper.35:[CNode]50:45"Load*b  :shape1z shape:shape1,:2Default/layer2-MakeLayer/bn-BatchNorm2d/Load-op235 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  <282_142_construct_wrapper.35:layer2.layers.0.bn1.moving_mean [ValueNode]36)282_142_construct_wrapper.35:[CNode]51:46)282_142_construct_wrapper.35:[CNode]51:46"Load*b  :shape1z shape:shape1,:2Default/layer2-MakeLayer/bn-BatchNorm2d/Load-op236 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  @282_142_construct_wrapper.35:layer2.layers.0.bn1.moving_variance [ValueNode]36)282_142_construct_wrapper.35:[CNode]52:47)282_142_construct_wrapper.35:[CNode]52:47"Load*b  :shape1z shape:shape1,:2Default/layer2-MakeLayer/bn-BatchNorm2d/Load-op237  &282_142_construct_wrapper.35:output:43 )282_142_construct_wrapper.35:[CNode]49:44 )282_142_construct_wrapper.35:[CNode]50:45 )282_142_construct_wrapper.35:[CNode]51:46 )282_142_construct_wrapper.35:[CNode]52:47"282_142_construct_wrapper.35:53:48"282_142_construct_wrapper.35:53:48" BatchNorm*b :shape1b  :shape2b  :shape3b  :shape4b  :shape5z1shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* epsilon'7z scalar:value0*! momentum=z scalar:value0* output_namesZyZ batch_meanZbatch_varianceZreserve_space_1Zreserve_space_2z1scalar:List[value1,value2,value3,value4,value5,],* format*NCHWz scalar:value0*e input_namesZxZscaleZoffsetZmeanZvariancez1scalar:List[value1,value2,value3,value4,value5,],*! is_trainingz scalar:value0 :7Default/layer2-MakeLayer/bn-BatchNorm2d/BatchNorm-op233 E [ValueNode]44 [ValueNode]44"Constant* valuez scalar:value0  "282_142_construct_wrapper.35:53:48 [ValueNode]44)282_142_construct_wrapper.35:[CNode]45:49)282_142_construct_wrapper.35:[CNode]45:49" TupleGetItem*$b :shape1z shape:shape1,::Default/layer1-MakeLayer/bn-BatchNorm2d/TupleGetItem-op238  )282_142_construct_wrapper.35:[CNode]45:49#282_142_construct_wrapper.35:out:50#282_142_construct_wrapper.35:out:50"ReLU*$b :shape1z shape:shape1,** input_namesZxzscalar:List[value1,],*0 output_namesZoutputzscalar:List[value1,],:?Default/layer2-MakeLayer/layers-CellList/0-BaseBlock/ReLU-op239 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  9282_142_construct_wrapper.35:layer2.layers.0.conv2.weight [ValueNode]36)282_142_construct_wrapper.35:[CNode]54:51)282_142_construct_wrapper.35:[CNode]54:51"Load*#b  :shape1z shape:shape1,:?Default/layer2-MakeLayer/layers-CellList/0-BaseBlock/Load-op241  #282_142_construct_wrapper.35:out:50 )282_142_construct_wrapper.35:[CNode]54:51&282_142_construct_wrapper.35:output:52&282_142_construct_wrapper.35:output:52"Conv2D*$b :shape1z shape:shape1,*B pad_listPPPPz+scalar:Tuple[value1,value2,value3,value4,],*! out_channel z scalar:value0*0 output_namesZoutputzscalar:List[value1,],* modez scalar:value0*! pad_mode*padz scalar:value0*= padPPPPz+scalar:Tuple[value1,value2,value3,value4,],* groupsz scalar:value0* format*NCHWz scalar:value0* groupz scalar:value0*3 kernel_sizePPzscalar:Tuple[value1,value2,],*@ stridePPPPz+scalar:Tuple[value1,value2,value3,value4,],*4 input_namesZxZwzscalar:List[value1,value2,],*B dilationPPPPz+scalar:Tuple[value1,value2,value3,value4,],:NDefault/layer2-MakeLayer/layers-CellList/0-BaseBlock/conv2-Conv2d/Conv2D-op240 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  6282_142_construct_wrapper.35:layer2.layers.0.bn2.gamma [ValueNode]36)282_142_construct_wrapper.35:[CNode]49:53)282_142_construct_wrapper.35:[CNode]49:53"Load*b  :shape1z shape:shape1,:?Default/layer2-MakeLayer/layers-CellList/0-BaseBlock/Load-op243 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  5282_142_construct_wrapper.35:layer2.layers.0.bn2.beta [ValueNode]36)282_142_construct_wrapper.35:[CNode]50:54)282_142_construct_wrapper.35:[CNode]50:54"Load*b  :shape1z shape:shape1,:?Default/layer2-MakeLayer/layers-CellList/0-BaseBlock/Load-op244 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  <282_142_construct_wrapper.35:layer2.layers.0.bn2.moving_mean [ValueNode]36)282_142_construct_wrapper.35:[CNode]51:55)282_142_construct_wrapper.35:[CNode]51:55"Load*b  :shape1z shape:shape1,:?Default/layer2-MakeLayer/layers-CellList/0-BaseBlock/Load-op245 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  @282_142_construct_wrapper.35:layer2.layers.0.bn2.moving_variance [ValueNode]36)282_142_construct_wrapper.35:[CNode]52:56)282_142_construct_wrapper.35:[CNode]52:56"Load*b  :shape1z shape:shape1,:?Default/layer2-MakeLayer/layers-CellList/0-BaseBlock/Load-op246  &282_142_construct_wrapper.35:output:52 )282_142_construct_wrapper.35:[CNode]49:53 )282_142_construct_wrapper.35:[CNode]50:54 )282_142_construct_wrapper.35:[CNode]51:55 )282_142_construct_wrapper.35:[CNode]52:56"282_142_construct_wrapper.35:53:57"282_142_construct_wrapper.35:53:57" BatchNorm*b :shape1b  :shape2b  :shape3b  :shape4b  :shape5z1shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* epsilon'7z scalar:value0*! momentum=z scalar:value0* output_namesZyZ batch_meanZbatch_varianceZreserve_space_1Zreserve_space_2z1scalar:List[value1,value2,value3,value4,value5,],* format*NCHWz scalar:value0*e input_namesZxZscaleZoffsetZmeanZvariancez1scalar:List[value1,value2,value3,value4,value5,],*! is_trainingz scalar:value0 :7Default/layer2-MakeLayer/bn-BatchNorm2d/BatchNorm-op242 E [ValueNode]44 [ValueNode]44"Constant* valuez scalar:value0  "282_142_construct_wrapper.35:53:57 [ValueNode]44)282_142_construct_wrapper.35:[CNode]45:58)282_142_construct_wrapper.35:[CNode]45:58" TupleGetItem*$b :shape1z shape:shape1,::Default/layer1-MakeLayer/bn-BatchNorm2d/TupleGetItem-op247  )282_142_construct_wrapper.35:[CNode]45:58#282_142_construct_wrapper.35:out:59#282_142_construct_wrapper.35:out:59"ReLU*$b :shape1z shape:shape1,** input_namesZxzscalar:List[value1,],*0 output_namesZoutputzscalar:List[value1,],:?Default/layer2-MakeLayer/layers-CellList/0-BaseBlock/ReLU-op248  #282_142_construct_wrapper.35:out:59 !282_142_construct_wrapper.35:x:41#282_142_construct_wrapper.35:out:60#282_142_construct_wrapper.35:out:60"Add*$b :shape1z shape:shape1,*4 input_namesZxZyzscalar:List[value1,value2,],*0 output_namesZoutputzscalar:List[value1,],:>Default/layer2-MakeLayer/layers-CellList/0-BaseBlock/Add-op230 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  /282_142_construct_wrapper.35:layer3.conv.weight [ValueNode]36)282_142_construct_wrapper.35:[CNode]55:61)282_142_construct_wrapper.35:[CNode]55:61"Load*#b@ :shape1z shape:shape1,:#Default/layer3-MakeLayer/Load-op250  #282_142_construct_wrapper.35:out:60 )282_142_construct_wrapper.35:[CNode]55:61&282_142_construct_wrapper.35:output:62&282_142_construct_wrapper.35:output:62"Conv2D*$b@ :shape1z shape:shape1,*B pad_listPPPPz+scalar:Tuple[value1,value2,value3,value4,],*! out_channel@z scalar:value0*0 output_namesZoutputzscalar:List[value1,],* modez scalar:value0*! pad_mode*padz scalar:value0*= padPPPPz+scalar:Tuple[value1,value2,value3,value4,],* groupsz scalar:value0* format*NCHWz scalar:value0* groupz scalar:value0*3 kernel_sizePPzscalar:Tuple[value1,value2,],*@ stridePPPPz+scalar:Tuple[value1,value2,value3,value4,],*4 input_namesZxZwzscalar:List[value1,value2,],*B dilationPPPPz+scalar:Tuple[value1,value2,value3,value4,],:1Default/layer3-MakeLayer/conv-Conv2d/Conv2D-op249 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  -282_142_construct_wrapper.35:layer3.conv.bias [ValueNode]36)282_142_construct_wrapper.35:[CNode]56:63)282_142_construct_wrapper.35:[CNode]56:63"Load*b @:shape1z shape:shape1,:/Default/layer3-MakeLayer/conv-Conv2d/Load-op252  &282_142_construct_wrapper.35:output:62 )282_142_construct_wrapper.35:[CNode]56:63&282_142_construct_wrapper.35:output:64&282_142_construct_wrapper.35:output:64"BiasAdd*$b@ :shape1z shape:shape1,*4 input_namesZxZbzscalar:List[value1,value2,],*0 output_namesZoutputzscalar:List[value1,],* format*NCHWz scalar:value0:2Default/layer3-MakeLayer/conv-Conv2d/BiasAdd-op251 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  ,282_142_construct_wrapper.35:layer3.bn.gamma [ValueNode]36)282_142_construct_wrapper.35:[CNode]57:65)282_142_construct_wrapper.35:[CNode]57:65"Load*b @:shape1z shape:shape1,:#Default/layer3-MakeLayer/Load-op254 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  +282_142_construct_wrapper.35:layer3.bn.beta [ValueNode]36)282_142_construct_wrapper.35:[CNode]58:66)282_142_construct_wrapper.35:[CNode]58:66"Load*b @:shape1z shape:shape1,:#Default/layer3-MakeLayer/Load-op255 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  2282_142_construct_wrapper.35:layer3.bn.moving_mean [ValueNode]36)282_142_construct_wrapper.35:[CNode]59:67)282_142_construct_wrapper.35:[CNode]59:67"Load*b @:shape1z shape:shape1,:#Default/layer3-MakeLayer/Load-op256 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  6282_142_construct_wrapper.35:layer3.bn.moving_variance [ValueNode]36)282_142_construct_wrapper.35:[CNode]60:68)282_142_construct_wrapper.35:[CNode]60:68"Load*b @:shape1z shape:shape1,:#Default/layer3-MakeLayer/Load-op257  &282_142_construct_wrapper.35:output:64 )282_142_construct_wrapper.35:[CNode]57:65 )282_142_construct_wrapper.35:[CNode]58:66 )282_142_construct_wrapper.35:[CNode]59:67 )282_142_construct_wrapper.35:[CNode]60:68"282_142_construct_wrapper.35:61:69"282_142_construct_wrapper.35:61:69" BatchNorm*b@ :shape1b @:shape2b @:shape3b @:shape4b @:shape5z1shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* epsilon'7z scalar:value0*! momentum=z scalar:value0* output_namesZyZ batch_meanZbatch_varianceZreserve_space_1Zreserve_space_2z1scalar:List[value1,value2,value3,value4,value5,],* format*NCHWz scalar:value0*e input_namesZxZscaleZoffsetZmeanZvariancez1scalar:List[value1,value2,value3,value4,value5,],*! is_trainingz scalar:value0 :7Default/layer3-MakeLayer/bn-BatchNorm2d/BatchNorm-op253 E [ValueNode]44 [ValueNode]44"Constant* valuez scalar:value0  "282_142_construct_wrapper.35:61:69 [ValueNode]44)282_142_construct_wrapper.35:[CNode]45:70)282_142_construct_wrapper.35:[CNode]45:70" TupleGetItem*$b@ :shape1z shape:shape1,::Default/layer1-MakeLayer/bn-BatchNorm2d/TupleGetItem-op258  )282_142_construct_wrapper.35:[CNode]45:70!282_142_construct_wrapper.35:x:71!282_142_construct_wrapper.35:x:71"ReLU*$b@ :shape1z shape:shape1,** input_namesZxzscalar:List[value1,],*0 output_namesZoutputzscalar:List[value1,],:#Default/layer3-MakeLayer/ReLU-op259 ? 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[ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  6282_142_construct_wrapper.35:layer3.layers.0.bn1.gamma [ValueNode]36)282_142_construct_wrapper.35:[CNode]57:74)282_142_construct_wrapper.35:[CNode]57:74"Load*b @:shape1z shape:shape1,:2Default/layer3-MakeLayer/bn-BatchNorm2d/Load-op264 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  5282_142_construct_wrapper.35:layer3.layers.0.bn1.beta [ValueNode]36)282_142_construct_wrapper.35:[CNode]58:75)282_142_construct_wrapper.35:[CNode]58:75"Load*b @:shape1z shape:shape1,:2Default/layer3-MakeLayer/bn-BatchNorm2d/Load-op265 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  <282_142_construct_wrapper.35:layer3.layers.0.bn1.moving_mean [ValueNode]36)282_142_construct_wrapper.35:[CNode]59:76)282_142_construct_wrapper.35:[CNode]59:76"Load*b @:shape1z shape:shape1,:2Default/layer3-MakeLayer/bn-BatchNorm2d/Load-op266 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  @282_142_construct_wrapper.35:layer3.layers.0.bn1.moving_variance [ValueNode]36)282_142_construct_wrapper.35:[CNode]60:77)282_142_construct_wrapper.35:[CNode]60:77"Load*b @:shape1z shape:shape1,:2Default/layer3-MakeLayer/bn-BatchNorm2d/Load-op267  &282_142_construct_wrapper.35:output:73 )282_142_construct_wrapper.35:[CNode]57:74 )282_142_construct_wrapper.35:[CNode]58:75 )282_142_construct_wrapper.35:[CNode]59:76 )282_142_construct_wrapper.35:[CNode]60:77"282_142_construct_wrapper.35:61:78"282_142_construct_wrapper.35:61:78" BatchNorm*b@ :shape1b @:shape2b @:shape3b @:shape4b @:shape5z1shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* epsilon'7z scalar:value0*! momentum=z scalar:value0* output_namesZyZ batch_meanZbatch_varianceZreserve_space_1Zreserve_space_2z1scalar:List[value1,value2,value3,value4,value5,],* format*NCHWz scalar:value0*e input_namesZxZscaleZoffsetZmeanZvariancez1scalar:List[value1,value2,value3,value4,value5,],*! is_trainingz scalar:value0 :7Default/layer3-MakeLayer/bn-BatchNorm2d/BatchNorm-op263 E [ValueNode]44 [ValueNode]44"Constant* valuez scalar:value0  "282_142_construct_wrapper.35:61:78 [ValueNode]44)282_142_construct_wrapper.35:[CNode]45:79)282_142_construct_wrapper.35:[CNode]45:79" TupleGetItem*$b@ :shape1z shape:shape1,::Default/layer1-MakeLayer/bn-BatchNorm2d/TupleGetItem-op268  )282_142_construct_wrapper.35:[CNode]45:79#282_142_construct_wrapper.35:out:80#282_142_construct_wrapper.35:out:80"ReLU*$b@ :shape1z shape:shape1,** input_namesZxzscalar:List[value1,],*0 output_namesZoutputzscalar:List[value1,],:?Default/layer3-MakeLayer/layers-CellList/0-BaseBlock/ReLU-op269 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  9282_142_construct_wrapper.35:layer3.layers.0.conv2.weight [ValueNode]36)282_142_construct_wrapper.35:[CNode]62:81)282_142_construct_wrapper.35:[CNode]62:81"Load*#b@@:shape1z shape:shape1,:?Default/layer3-MakeLayer/layers-CellList/0-BaseBlock/Load-op271  #282_142_construct_wrapper.35:out:80 )282_142_construct_wrapper.35:[CNode]62:81&282_142_construct_wrapper.35:output:82&282_142_construct_wrapper.35:output:82"Conv2D*$b@ :shape1z shape:shape1,*B pad_listPPPPz+scalar:Tuple[value1,value2,value3,value4,],*! out_channel@z scalar:value0*0 output_namesZoutputzscalar:List[value1,],* modez scalar:value0*! pad_mode*padz scalar:value0*= padPPPPz+scalar:Tuple[value1,value2,value3,value4,],* groupsz scalar:value0* format*NCHWz scalar:value0* groupz scalar:value0*3 kernel_sizePPzscalar:Tuple[value1,value2,],*@ stridePPPPz+scalar:Tuple[value1,value2,value3,value4,],*4 input_namesZxZwzscalar:List[value1,value2,],*B dilationPPPPz+scalar:Tuple[value1,value2,value3,value4,],:NDefault/layer3-MakeLayer/layers-CellList/0-BaseBlock/conv2-Conv2d/Conv2D-op270 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  6282_142_construct_wrapper.35:layer3.layers.0.bn2.gamma [ValueNode]36)282_142_construct_wrapper.35:[CNode]57:83)282_142_construct_wrapper.35:[CNode]57:83"Load*b @:shape1z shape:shape1,:?Default/layer3-MakeLayer/layers-CellList/0-BaseBlock/Load-op273 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  5282_142_construct_wrapper.35:layer3.layers.0.bn2.beta [ValueNode]36)282_142_construct_wrapper.35:[CNode]58:84)282_142_construct_wrapper.35:[CNode]58:84"Load*b @:shape1z shape:shape1,:?Default/layer3-MakeLayer/layers-CellList/0-BaseBlock/Load-op274 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  <282_142_construct_wrapper.35:layer3.layers.0.bn2.moving_mean [ValueNode]36)282_142_construct_wrapper.35:[CNode]59:85)282_142_construct_wrapper.35:[CNode]59:85"Load*b @:shape1z shape:shape1,:?Default/layer3-MakeLayer/layers-CellList/0-BaseBlock/Load-op275 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  @282_142_construct_wrapper.35:layer3.layers.0.bn2.moving_variance [ValueNode]36)282_142_construct_wrapper.35:[CNode]60:86)282_142_construct_wrapper.35:[CNode]60:86"Load*b @:shape1z shape:shape1,:?Default/layer3-MakeLayer/layers-CellList/0-BaseBlock/Load-op276  &282_142_construct_wrapper.35:output:82 )282_142_construct_wrapper.35:[CNode]57:83 )282_142_construct_wrapper.35:[CNode]58:84 )282_142_construct_wrapper.35:[CNode]59:85 )282_142_construct_wrapper.35:[CNode]60:86"282_142_construct_wrapper.35:61:87"282_142_construct_wrapper.35:61:87" BatchNorm*b@ :shape1b @:shape2b @:shape3b @:shape4b @:shape5z1shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* epsilon'7z scalar:value0*! momentum=z scalar:value0* output_namesZyZ batch_meanZbatch_varianceZreserve_space_1Zreserve_space_2z1scalar:List[value1,value2,value3,value4,value5,],* format*NCHWz scalar:value0*e input_namesZxZscaleZoffsetZmeanZvariancez1scalar:List[value1,value2,value3,value4,value5,],*! is_trainingz scalar:value0 :7Default/layer3-MakeLayer/bn-BatchNorm2d/BatchNorm-op272 E [ValueNode]44 [ValueNode]44"Constant* valuez scalar:value0  "282_142_construct_wrapper.35:61:87 [ValueNode]44)282_142_construct_wrapper.35:[CNode]45:88)282_142_construct_wrapper.35:[CNode]45:88" TupleGetItem*$b@ :shape1z shape:shape1,::Default/layer1-MakeLayer/bn-BatchNorm2d/TupleGetItem-op277  )282_142_construct_wrapper.35:[CNode]45:88#282_142_construct_wrapper.35:out:89#282_142_construct_wrapper.35:out:89"ReLU*$b@ :shape1z shape:shape1,** input_namesZxzscalar:List[value1,],*0 output_namesZoutputzscalar:List[value1,],:?Default/layer3-MakeLayer/layers-CellList/0-BaseBlock/ReLU-op278  #282_142_construct_wrapper.35:out:89 !282_142_construct_wrapper.35:x:71#282_142_construct_wrapper.35:out:90#282_142_construct_wrapper.35:out:90"Add*$b@ :shape1z shape:shape1,*4 input_namesZxZyzscalar:List[value1,value2,],*0 output_namesZoutputzscalar:List[value1,],:>Default/layer3-MakeLayer/layers-CellList/0-BaseBlock/Add-op260 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  /282_142_construct_wrapper.35:layer4.conv.weight [ValueNode]36)282_142_construct_wrapper.35:[CNode]63:91)282_142_construct_wrapper.35:[CNode]63:91"Load*$b@:shape1z shape:shape1,:#Default/layer4-MakeLayer/Load-op280  #282_142_construct_wrapper.35:out:90 )282_142_construct_wrapper.35:[CNode]63:91&282_142_construct_wrapper.35:output:92&282_142_construct_wrapper.35:output:92"Conv2D*%b:shape1z shape:shape1,*B pad_listPPPPz+scalar:Tuple[value1,value2,value3,value4,],*" out_channelz scalar:value0*0 output_namesZoutputzscalar:List[value1,],* modez scalar:value0*! pad_mode*padz scalar:value0*= padPPPPz+scalar:Tuple[value1,value2,value3,value4,],* groupsz scalar:value0* format*NCHWz scalar:value0* groupz scalar:value0*3 kernel_sizePPzscalar:Tuple[value1,value2,],*@ stridePPPPz+scalar:Tuple[value1,value2,value3,value4,],*4 input_namesZxZwzscalar:List[value1,value2,],*B dilationPPPPz+scalar:Tuple[value1,value2,value3,value4,],:1Default/layer4-MakeLayer/conv-Conv2d/Conv2D-op279 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  -282_142_construct_wrapper.35:layer4.conv.bias [ValueNode]36)282_142_construct_wrapper.35:[CNode]64:93)282_142_construct_wrapper.35:[CNode]64:93"Load*b :shape1z shape:shape1,:/Default/layer4-MakeLayer/conv-Conv2d/Load-op282  &282_142_construct_wrapper.35:output:92 )282_142_construct_wrapper.35:[CNode]64:93&282_142_construct_wrapper.35:output:94&282_142_construct_wrapper.35:output:94"BiasAdd*%b:shape1z shape:shape1,*4 input_namesZxZbzscalar:List[value1,value2,],*0 output_namesZoutputzscalar:List[value1,],* format*NCHWz scalar:value0:2Default/layer4-MakeLayer/conv-Conv2d/BiasAdd-op281 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  ,282_142_construct_wrapper.35:layer4.bn.gamma [ValueNode]36)282_142_construct_wrapper.35:[CNode]65:95)282_142_construct_wrapper.35:[CNode]65:95"Load*b :shape1z shape:shape1,:#Default/layer4-MakeLayer/Load-op284 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  +282_142_construct_wrapper.35:layer4.bn.beta [ValueNode]36)282_142_construct_wrapper.35:[CNode]66:96)282_142_construct_wrapper.35:[CNode]66:96"Load*b :shape1z shape:shape1,:#Default/layer4-MakeLayer/Load-op285 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  2282_142_construct_wrapper.35:layer4.bn.moving_mean [ValueNode]36)282_142_construct_wrapper.35:[CNode]67:97)282_142_construct_wrapper.35:[CNode]67:97"Load*b :shape1z shape:shape1,:#Default/layer4-MakeLayer/Load-op286 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  6282_142_construct_wrapper.35:layer4.bn.moving_variance [ValueNode]36)282_142_construct_wrapper.35:[CNode]68:98)282_142_construct_wrapper.35:[CNode]68:98"Load*b :shape1z shape:shape1,:#Default/layer4-MakeLayer/Load-op287  &282_142_construct_wrapper.35:output:94 )282_142_construct_wrapper.35:[CNode]65:95 )282_142_construct_wrapper.35:[CNode]66:96 )282_142_construct_wrapper.35:[CNode]67:97 )282_142_construct_wrapper.35:[CNode]68:98"282_142_construct_wrapper.35:69:99"282_142_construct_wrapper.35:69:99" BatchNorm*b:shape1b :shape2b :shape3b :shape4b :shape5z1shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* epsilon'7z scalar:value0*! momentum=z scalar:value0* output_namesZyZ batch_meanZbatch_varianceZreserve_space_1Zreserve_space_2z1scalar:List[value1,value2,value3,value4,value5,],* format*NCHWz scalar:value0*e input_namesZxZscaleZoffsetZmeanZvariancez1scalar:List[value1,value2,value3,value4,value5,],*! is_trainingz scalar:value0 :/Default/last_bn_sub-BatchNorm2d/BatchNorm-op283 E [ValueNode]44 [ValueNode]44"Constant* valuez scalar:value0  "282_142_construct_wrapper.35:69:99 [ValueNode]44*282_142_construct_wrapper.35:[CNode]45:100*282_142_construct_wrapper.35:[CNode]45:100" TupleGetItem*%b:shape1z shape:shape1,::Default/layer1-MakeLayer/bn-BatchNorm2d/TupleGetItem-op288  *282_142_construct_wrapper.35:[CNode]45:100"282_142_construct_wrapper.35:x:101"282_142_construct_wrapper.35:x:101"ReLU*%b:shape1z shape:shape1,** input_namesZxzscalar:List[value1,],*0 output_namesZoutputzscalar:List[value1,],:#Default/layer4-MakeLayer/ReLU-op289 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  9282_142_construct_wrapper.35:layer4.layers.0.conv1.weight [ValueNode]36*282_142_construct_wrapper.35:[CNode]70:102*282_142_construct_wrapper.35:[CNode]70:102"Load*%b:shape1z shape:shape1,:?Default/layer4-MakeLayer/layers-CellList/0-BaseBlock/Load-op291  "282_142_construct_wrapper.35:x:101 *282_142_construct_wrapper.35:[CNode]70:102'282_142_construct_wrapper.35:output:103'282_142_construct_wrapper.35:output:103"Conv2D*%b:shape1z shape:shape1,*B pad_listPPPPz+scalar:Tuple[value1,value2,value3,value4,],*" out_channelz scalar:value0*0 output_namesZoutputzscalar:List[value1,],* modez scalar:value0*! pad_mode*padz scalar:value0*= padPPPPz+scalar:Tuple[value1,value2,value3,value4,],* groupsz scalar:value0* format*NCHWz scalar:value0* groupz scalar:value0*3 kernel_sizePPzscalar:Tuple[value1,value2,],*@ stridePPPPz+scalar:Tuple[value1,value2,value3,value4,],*4 input_namesZxZwzscalar:List[value1,value2,],*B dilationPPPPz+scalar:Tuple[value1,value2,value3,value4,],:NDefault/layer4-MakeLayer/layers-CellList/0-BaseBlock/conv2-Conv2d/Conv2D-op292 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  6282_142_construct_wrapper.35:layer4.layers.0.bn1.gamma [ValueNode]36*282_142_construct_wrapper.35:[CNode]65:104*282_142_construct_wrapper.35:[CNode]65:104"Load*b :shape1z shape:shape1,:*Default/last_bn_sub-BatchNorm2d/Load-op294 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  5282_142_construct_wrapper.35:layer4.layers.0.bn1.beta [ValueNode]36*282_142_construct_wrapper.35:[CNode]66:105*282_142_construct_wrapper.35:[CNode]66:105"Load*b :shape1z shape:shape1,:*Default/last_bn_sub-BatchNorm2d/Load-op295 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  <282_142_construct_wrapper.35:layer4.layers.0.bn1.moving_mean [ValueNode]36*282_142_construct_wrapper.35:[CNode]67:106*282_142_construct_wrapper.35:[CNode]67:106"Load*b :shape1z shape:shape1,:*Default/last_bn_sub-BatchNorm2d/Load-op296 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  @282_142_construct_wrapper.35:layer4.layers.0.bn1.moving_variance [ValueNode]36*282_142_construct_wrapper.35:[CNode]68:107*282_142_construct_wrapper.35:[CNode]68:107"Load*b :shape1z shape:shape1,:*Default/last_bn_sub-BatchNorm2d/Load-op297  '282_142_construct_wrapper.35:output:103 *282_142_construct_wrapper.35:[CNode]65:104 *282_142_construct_wrapper.35:[CNode]66:105 *282_142_construct_wrapper.35:[CNode]67:106 *282_142_construct_wrapper.35:[CNode]68:107#282_142_construct_wrapper.35:69:108#282_142_construct_wrapper.35:69:108" BatchNorm*b:shape1b :shape2b :shape3b :shape4b :shape5z1shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* epsilon'7z scalar:value0*! momentum=z scalar:value0* output_namesZyZ batch_meanZbatch_varianceZreserve_space_1Zreserve_space_2z1scalar:List[value1,value2,value3,value4,value5,],* format*NCHWz scalar:value0*e input_namesZxZscaleZoffsetZmeanZvariancez1scalar:List[value1,value2,value3,value4,value5,],*! is_trainingz scalar:value0 :/Default/last_bn_sub-BatchNorm2d/BatchNorm-op293 E [ValueNode]44 [ValueNode]44"Constant* valuez scalar:value0  #282_142_construct_wrapper.35:69:108 [ValueNode]44*282_142_construct_wrapper.35:[CNode]45:109*282_142_construct_wrapper.35:[CNode]45:109" TupleGetItem*%b:shape1z shape:shape1,::Default/layer1-MakeLayer/bn-BatchNorm2d/TupleGetItem-op298  *282_142_construct_wrapper.35:[CNode]45:109$282_142_construct_wrapper.35:out:110$282_142_construct_wrapper.35:out:110"ReLU*%b:shape1z shape:shape1,** input_namesZxzscalar:List[value1,],*0 output_namesZoutputzscalar:List[value1,],:?Default/layer4-MakeLayer/layers-CellList/0-BaseBlock/ReLU-op299 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  9282_142_construct_wrapper.35:layer4.layers.0.conv2.weight [ValueNode]36*282_142_construct_wrapper.35:[CNode]70:111*282_142_construct_wrapper.35:[CNode]70:111"Load*%b:shape1z shape:shape1,:?Default/layer4-MakeLayer/layers-CellList/0-BaseBlock/Load-op301  $282_142_construct_wrapper.35:out:110 *282_142_construct_wrapper.35:[CNode]70:111'282_142_construct_wrapper.35:output:112'282_142_construct_wrapper.35:output:112"Conv2D*%b:shape1z shape:shape1,*B pad_listPPPPz+scalar:Tuple[value1,value2,value3,value4,],*" out_channelz scalar:value0*0 output_namesZoutputzscalar:List[value1,],* modez scalar:value0*! pad_mode*padz scalar:value0*= padPPPPz+scalar:Tuple[value1,value2,value3,value4,],* groupsz scalar:value0* format*NCHWz scalar:value0* groupz scalar:value0*3 kernel_sizePPzscalar:Tuple[value1,value2,],*@ stridePPPPz+scalar:Tuple[value1,value2,value3,value4,],*4 input_namesZxZwzscalar:List[value1,value2,],*B dilationPPPPz+scalar:Tuple[value1,value2,value3,value4,],:NDefault/layer4-MakeLayer/layers-CellList/0-BaseBlock/conv2-Conv2d/Conv2D-op300 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  6282_142_construct_wrapper.35:layer4.layers.0.bn2.gamma [ValueNode]36*282_142_construct_wrapper.35:[CNode]65:113*282_142_construct_wrapper.35:[CNode]65:113"Load*b :shape1z shape:shape1,:?Default/layer4-MakeLayer/layers-CellList/0-BaseBlock/Load-op303 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  5282_142_construct_wrapper.35:layer4.layers.0.bn2.beta [ValueNode]36*282_142_construct_wrapper.35:[CNode]66:114*282_142_construct_wrapper.35:[CNode]66:114"Load*b :shape1z shape:shape1,:?Default/layer4-MakeLayer/layers-CellList/0-BaseBlock/Load-op304 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  <282_142_construct_wrapper.35:layer4.layers.0.bn2.moving_mean [ValueNode]36*282_142_construct_wrapper.35:[CNode]67:115*282_142_construct_wrapper.35:[CNode]67:115"Load*b :shape1z shape:shape1,:?Default/layer4-MakeLayer/layers-CellList/0-BaseBlock/Load-op305 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  @282_142_construct_wrapper.35:layer4.layers.0.bn2.moving_variance [ValueNode]36*282_142_construct_wrapper.35:[CNode]68:116*282_142_construct_wrapper.35:[CNode]68:116"Load*b :shape1z shape:shape1,:?Default/layer4-MakeLayer/layers-CellList/0-BaseBlock/Load-op306  '282_142_construct_wrapper.35:output:112 *282_142_construct_wrapper.35:[CNode]65:113 *282_142_construct_wrapper.35:[CNode]66:114 *282_142_construct_wrapper.35:[CNode]67:115 *282_142_construct_wrapper.35:[CNode]68:116#282_142_construct_wrapper.35:69:117#282_142_construct_wrapper.35:69:117" BatchNorm*b:shape1b :shape2b :shape3b :shape4b :shape5z1shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* epsilon'7z scalar:value0*! momentum=z scalar:value0* output_namesZyZ batch_meanZbatch_varianceZreserve_space_1Zreserve_space_2z1scalar:List[value1,value2,value3,value4,value5,],* format*NCHWz scalar:value0*e input_namesZxZscaleZoffsetZmeanZvariancez1scalar:List[value1,value2,value3,value4,value5,],*! is_trainingz scalar:value0 :/Default/last_bn_sub-BatchNorm2d/BatchNorm-op302 E [ValueNode]44 [ValueNode]44"Constant* valuez scalar:value0  #282_142_construct_wrapper.35:69:117 [ValueNode]44*282_142_construct_wrapper.35:[CNode]45:118*282_142_construct_wrapper.35:[CNode]45:118" TupleGetItem*%b:shape1z shape:shape1,::Default/layer1-MakeLayer/bn-BatchNorm2d/TupleGetItem-op307  *282_142_construct_wrapper.35:[CNode]45:118$282_142_construct_wrapper.35:out:119$282_142_construct_wrapper.35:out:119"ReLU*%b:shape1z shape:shape1,** input_namesZxzscalar:List[value1,],*0 output_namesZoutputzscalar:List[value1,],:?Default/layer4-MakeLayer/layers-CellList/0-BaseBlock/ReLU-op308  $282_142_construct_wrapper.35:out:119 "282_142_construct_wrapper.35:x:101$282_142_construct_wrapper.35:out:120$282_142_construct_wrapper.35:out:120"Add*%b:shape1z shape:shape1,*4 input_namesZxZyzscalar:List[value1,value2,],*0 output_namesZoutputzscalar:List[value1,],:>Default/layer4-MakeLayer/layers-CellList/0-BaseBlock/Add-op290 a [ValueNode]71 [ValueNode]71"Constant*7 valuePPzscalar:Tuple[value1,value2,],  $282_142_construct_wrapper.35:out:120 [ValueNode]71"282_142_construct_wrapper.35:x:121"282_142_construct_wrapper.35:x:121"Reshape*!b:shape1z shape:shape1,*= input_namesZtensorZshapezscalar:List[value1,value2,],*0 output_namesZoutputzscalar:List[value1,],:Default/Reshape-op309 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  &282_142_construct_wrapper.35:fc.weight [ValueNode]36*282_142_construct_wrapper.35:[CNode]72:122*282_142_construct_wrapper.35:[CNode]72:122"Load*!b:shape1z shape:shape1,:Default/fc-Dense/Load-op311  "282_142_construct_wrapper.35:x:121 *282_142_construct_wrapper.35:[CNode]72:122"282_142_construct_wrapper.35:x:123"282_142_construct_wrapper.35:x:123"MatMul*!b:shape1z shape:shape1,*6 input_namesZx1Zx2zscalar:List[value1,value2,],*0 output_namesZoutputzscalar:List[value1,],*! transpose_az scalar:value0 *" transpose_x2z scalar:value0 *" transpose_x1z scalar:value0 *! transpose_bz scalar:value0 :Default/fc-Dense/MatMul-op310 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  $282_142_construct_wrapper.35:fc.bias [ValueNode]36*282_142_construct_wrapper.35:[CNode]73:124*282_142_construct_wrapper.35:[CNode]73:124"Load*b :shape1z shape:shape1,:Default/fc-Dense/Load-op313  "282_142_construct_wrapper.35:x:123 *282_142_construct_wrapper.35:[CNode]73:124"282_142_construct_wrapper.35:x:125"282_142_construct_wrapper.35:x:125"BiasAdd*!b:shape1z shape:shape1,*4 input_namesZxZbzscalar:List[value1,value2,],*0 output_namesZoutputzscalar:List[value1,],* format*NCHWz scalar:value0:Default/fc-Dense/BiasAdd-op312 k [ValueNode]74 [ValueNode]74"Constant*A valuePPPPz+scalar:Tuple[value1,value2,value3,value4,],  "282_142_construct_wrapper.35:x:125 [ValueNode]74"282_142_construct_wrapper.35:x:126"282_142_construct_wrapper.35:x:126"Reshape*%b:shape1z shape:shape1,*= input_namesZtensorZshapezscalar:List[value1,value2,],*0 output_namesZoutputzscalar:List[value1,],:Default/Reshape-op314 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  .282_142_construct_wrapper.35:last_bn_sub.gamma [ValueNode]36*282_142_construct_wrapper.35:[CNode]75:127*282_142_construct_wrapper.35:[CNode]75:127"Load*b :shape1z shape:shape1,:*Default/last_bn_sub-BatchNorm2d/Load-op316 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  -282_142_construct_wrapper.35:last_bn_sub.beta [ValueNode]36*282_142_construct_wrapper.35:[CNode]76:128*282_142_construct_wrapper.35:[CNode]76:128"Load*b :shape1z shape:shape1,:*Default/last_bn_sub-BatchNorm2d/Load-op317 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  4282_142_construct_wrapper.35:last_bn_sub.moving_mean [ValueNode]36*282_142_construct_wrapper.35:[CNode]77:129*282_142_construct_wrapper.35:[CNode]77:129"Load*b :shape1z shape:shape1,:*Default/last_bn_sub-BatchNorm2d/Load-op318 ? [ValueNode]36 [ValueNode]36"Constant* valuez Monad:UMonad  8282_142_construct_wrapper.35:last_bn_sub.moving_variance [ValueNode]36*282_142_construct_wrapper.35:[CNode]78:130*282_142_construct_wrapper.35:[CNode]78:130"Load*b :shape1z shape:shape1,:*Default/last_bn_sub-BatchNorm2d/Load-op319  "282_142_construct_wrapper.35:x:126 *282_142_construct_wrapper.35:[CNode]75:127 *282_142_construct_wrapper.35:[CNode]76:128 *282_142_construct_wrapper.35:[CNode]77:129 *282_142_construct_wrapper.35:[CNode]78:130#282_142_construct_wrapper.35:69:131#282_142_construct_wrapper.35:69:131" BatchNorm*b:shape1b :shape2b :shape3b :shape4b :shape5z1shape:Tuple[shape1,shape2,shape3,shape4,shape5,],* epsilon'7z scalar:value0*! momentum=z scalar:value0* output_namesZyZ batch_meanZbatch_varianceZreserve_space_1Zreserve_space_2z1scalar:List[value1,value2,value3,value4,value5,],* format*NCHWz scalar:value0*e input_namesZxZscaleZoffsetZmeanZvariancez1scalar:List[value1,value2,value3,value4,value5,],*! is_trainingz scalar:value0 :/Default/last_bn_sub-BatchNorm2d/BatchNorm-op315 E [ValueNode]44 [ValueNode]44"Constant* valuez scalar:value0  #282_142_construct_wrapper.35:69:131 [ValueNode]44*282_142_construct_wrapper.35:[CNode]45:132*282_142_construct_wrapper.35:[CNode]45:132" TupleGetItem*%b:shape1z shape:shape1,::Default/layer1-MakeLayer/bn-BatchNorm2d/TupleGetItem-op320 Y [ValueNode]79 [ValueNode]79"Constant*/ valuePPzscalar:Tuple[value1,value2,],  *282_142_construct_wrapper.35:[CNode]45:132 [ValueNode]79"282_142_construct_wrapper.35:x:133"282_142_construct_wrapper.35:x:133"Reshape*!b:shape1z shape:shape1,*= input_namesZtensorZshapezscalar:List[value1,value2,],*0 output_namesZoutputzscalar:List[value1,],:Default/Reshape-op321  "282_142_construct_wrapper.35:x:133"282_142_construct_wrapper.35:x:134"282_142_construct_wrapper.35:x:134" L2Normalize*!b:shape1z shape:shape1,*" axisPzscalar:List[value1,],* epsilon8z scalar:value0:Default/L2Normalize-op322 & *282_142_construct_wrapper.35:[CNode]73:124 *282_142_construct_wrapper.35:[CNode]65:113 *282_142_construct_wrapper.35:[CNode]66:114 *282_142_construct_wrapper.35:[CNode]67:115 *282_142_construct_wrapper.35:[CNode]68:116 *282_142_construct_wrapper.35:[CNode]65:104 *282_142_construct_wrapper.35:[CNode]66:105 *282_142_construct_wrapper.35:[CNode]67:106 *282_142_construct_wrapper.35:[CNode]68:107 )282_142_construct_wrapper.35:[CNode]65:95 )282_142_construct_wrapper.35:[CNode]66:96 )282_142_construct_wrapper.35:[CNode]67:97 )282_142_construct_wrapper.35:[CNode]68:98 )282_142_construct_wrapper.35:[CNode]63:91 )282_142_construct_wrapper.35:[CNode]62:81 )282_142_construct_wrapper.35:[CNode]62:72 )282_142_construct_wrapper.35:[CNode]56:63 )282_142_construct_wrapper.35:[CNode]49:53 )282_142_construct_wrapper.35:[CNode]50:54 )282_142_construct_wrapper.35:[CNode]51:55 )282_142_construct_wrapper.35:[CNode]52:56 )282_142_construct_wrapper.35:[CNode]49:44 )282_142_construct_wrapper.35:[CNode]50:45 )282_142_construct_wrapper.35:[CNode]51:46 )282_142_construct_wrapper.35:[CNode]52:47 )282_142_construct_wrapper.35:[CNode]49:35 )282_142_construct_wrapper.35:[CNode]50:36 )282_142_construct_wrapper.35:[CNode]51:37 )282_142_construct_wrapper.35:[CNode]52:38 )282_142_construct_wrapper.35:[CNode]47:31 )282_142_construct_wrapper.35:[CNode]46:21 )282_142_construct_wrapper.35:[CNode]46:12 (282_142_construct_wrapper.35:[CNode]38:3 (282_142_construct_wrapper.35:[CNode]37:1 (282_142_construct_wrapper.35:[CNode]42:8 (282_142_construct_wrapper.35:[CNode]41:7 (282_142_construct_wrapper.35:[CNode]40:6 (282_142_construct_wrapper.35:[CNode]39:5 )282_142_construct_wrapper.35:[CNode]42:17 )282_142_construct_wrapper.35:[CNode]41:16 )282_142_construct_wrapper.35:[CNode]40:15 )282_142_construct_wrapper.35:[CNode]39:14 )282_142_construct_wrapper.35:[CNode]42:26 )282_142_construct_wrapper.35:[CNode]41:25 )282_142_construct_wrapper.35:[CNode]40:24 )282_142_construct_wrapper.35:[CNode]39:23 )282_142_construct_wrapper.35:[CNode]48:33 )282_142_construct_wrapper.35:[CNode]54:42 )282_142_construct_wrapper.35:[CNode]54:51 )282_142_construct_wrapper.35:[CNode]55:61 )282_142_construct_wrapper.35:[CNode]60:68 )282_142_construct_wrapper.35:[CNode]59:67 )282_142_construct_wrapper.35:[CNode]58:66 )282_142_construct_wrapper.35:[CNode]57:65 )282_142_construct_wrapper.35:[CNode]60:77 )282_142_construct_wrapper.35:[CNode]59:76 )282_142_construct_wrapper.35:[CNode]58:75 )282_142_construct_wrapper.35:[CNode]57:74 )282_142_construct_wrapper.35:[CNode]60:86 )282_142_construct_wrapper.35:[CNode]59:85 )282_142_construct_wrapper.35:[CNode]58:84 )282_142_construct_wrapper.35:[CNode]57:83 )282_142_construct_wrapper.35:[CNode]64:93 *282_142_construct_wrapper.35:[CNode]70:102 *282_142_construct_wrapper.35:[CNode]70:111 *282_142_construct_wrapper.35:[CNode]72:122 *282_142_construct_wrapper.35:[CNode]78:130 *282_142_construct_wrapper.35:[CNode]77:129 *282_142_construct_wrapper.35:[CNode]76:128 *282_142_construct_wrapper.35:[CNode]75:127*282_142_construct_wrapper.35:[CNode]80:135*282_142_construct_wrapper.35:[CNode]80:135" MakeTuple* b :shape1b :shape2b :shape3b :shape4b :shape5b :shape6b :shape7b :shape8b :shape9b:shape10b:shape11b:shape12b:shape13b@:shape14b@@:shape15b@@:shape16b @:shape17b  :shape18b  :shape19b  :shape20b  :shape21b  :shape22b  :shape23b  :shape24b  :shape25b  :shape26b  :shape27b  :shape28b  :shape29b :shape30b:shape31b:shape32b :shape33b:shape34b :shape35b :shape36b :shape37b :shape38b :shape39b :shape40b :shape41b :shape42b :shape43b :shape44b :shape45b :shape46b  :shape47b  :shape48b  :shape49b@ :shape50b @:shape51b @:shape52b @:shape53b @:shape54b @:shape55b @:shape56b @:shape57b @:shape58b @:shape59b @:shape60b @:shape61b @:shape62b:shape63b:shape64b:shape65b:shape66b:shape67b:shape68b:shape69b:shape70zshape:Tuple[shape1,shape2,shape3,shape4,shape5,shape6,shape7,shape8,shape9,shape10,shape11,shape12,shape13,shape14,shape15,shape16,shape17,shape18,shape19,shape20,shape21,shape22,shape23,shape24,shape25,shape26,shape27,shape28,shape29,shape30,shape31,shape32,shape33,shape34,shape35,shape36,shape37,shape38,shape39,shape40,shape41,shape42,shape43,shape44,shape45,shape46,shape47,shape48,shape49,shape50,shape51,shape52,shape53,shape54,shape55,shape56,shape57,shape58,shape59,shape60,shape61,shape62,shape63,shape64,shape65,shape66,shape67,shape68,shape69,shape70,],:/Default/last_bn_sub-BatchNorm2d/MakeTuple-op324 ? 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