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123877 - rpi4b aidge

Summary: Pipeline failed, but error.log is filled.

Model Details

  • model name : arcfaceresnet100-11-int8.onnx
  • model url : Download here

Logs Details

user.log
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [conv0_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [relu0] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage1_unit1_conv1sc_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [1, 1]
[NOTICE]   	* pads : [0, 0, 0, 0]
[NOTICE]   	* strides : [2, 2]
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage1_unit1_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage1_unit1_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage1_unit1_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [2, 2]
[NOTICE] - Loaded node [plus0_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage1_unit2_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage1_unit2_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage1_unit2_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus1_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage1_unit3_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage1_unit3_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage1_unit3_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus2_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage2_unit1_conv1sc_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [1, 1]
[NOTICE]   	* pads : [0, 0, 0, 0]
[NOTICE]   	* strides : [2, 2]
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage2_unit1_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage2_unit1_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage2_unit1_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [2, 2]
[NOTICE] - Loaded node [plus3_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage2_unit2_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage2_unit2_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage2_unit2_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus4_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage2_unit3_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage2_unit3_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage2_unit3_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus5_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage2_unit4_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage2_unit4_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage2_unit4_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus6_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage2_unit5_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage2_unit5_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage2_unit5_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus7_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage2_unit6_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage2_unit6_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage2_unit6_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus8_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage2_unit7_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage2_unit7_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage2_unit7_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus9_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage2_unit8_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage2_unit8_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage2_unit8_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus10_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage2_unit9_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage2_unit9_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage2_unit9_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus11_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage2_unit10_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage2_unit10_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage2_unit10_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus12_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage2_unit11_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage2_unit11_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage2_unit11_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus13_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage2_unit12_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage2_unit12_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage2_unit12_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus14_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage2_unit13_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage2_unit13_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage2_unit13_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus15_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit1_conv1sc_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [1, 1]
[NOTICE]   	* pads : [0, 0, 0, 0]
[NOTICE]   	* strides : [2, 2]
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit1_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage3_unit1_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit1_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [2, 2]
[NOTICE] - Loaded node [plus16_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit2_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage3_unit2_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit2_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus17_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit3_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage3_unit3_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit3_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus18_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit4_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage3_unit4_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit4_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus19_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit5_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage3_unit5_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit5_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus20_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit6_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage3_unit6_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit6_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus21_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit7_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage3_unit7_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit7_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus22_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit8_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage3_unit8_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit8_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus23_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit9_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage3_unit9_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit9_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus24_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit10_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage3_unit10_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit10_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus25_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit11_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage3_unit11_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit11_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus26_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit12_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage3_unit12_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit12_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus27_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit13_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage3_unit13_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit13_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus28_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit14_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage3_unit14_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit14_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus29_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit15_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage3_unit15_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit15_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus30_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit16_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage3_unit16_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit16_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus31_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit17_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage3_unit17_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit17_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus32_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit18_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage3_unit18_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit18_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus33_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit19_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage3_unit19_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit19_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus34_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit20_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage3_unit20_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit20_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus35_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit21_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage3_unit21_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit21_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus36_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit22_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage3_unit22_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit22_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus37_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit23_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage3_unit23_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit23_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus38_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit24_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage3_unit24_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit24_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus39_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit25_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage3_unit25_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit25_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus40_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit26_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage3_unit26_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit26_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus41_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit27_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage3_unit27_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit27_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus42_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit28_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage3_unit28_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit28_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus43_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit29_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage3_unit29_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit29_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus44_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit30_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage3_unit30_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage3_unit30_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus45_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage4_unit1_conv1sc_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [1, 1]
[NOTICE]   	* pads : [0, 0, 0, 0]
[NOTICE]   	* strides : [2, 2]
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage4_unit1_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage4_unit1_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLineMODEL : arcfaceresnet10011int8.onnx

===============
ONNX Graph
===============

Number of input = 1185 is not supported (max 1)
data [1, 3, 112, 112]

===============
Aidge Graph
===============

  Node(name='stage2_unit3_bn1_beta', optype='Producer', children: [[1]])
  Node(name='stage2_unit3_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='stage3_unit27_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='stage4_unit2_bn1_beta', optype='Producer', children: [[1]])
  Node(name='stage3_unit14_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='stage3_unit15_bn1_beta', optype='Producer', children: [[1]])
  Node(name='slope839', optype='Producer', children: [[1]])
  Node(name='slope238', optype='Producer', children: [[1]])
  Node(name='stage2_unit2_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='stage2_unit2_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='stage2_unit2_bn1_beta', optype='Producer', children: [[1]])
  Node(name='stage2_unit2_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='slope861', optype='Producer', children: [[1]])
  Node(name='stage1_unit2_bn1_beta', optype='Producer', children: [[1]])
  Node(name='bn1_beta', optype='Producer', children: [[1]])
  Node(name='stage4_unit2_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='slope392', optype='Producer', children: [[1]])
  Node(name='stage1_unit3_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='slope619', optype='Producer', children: [[1]])
  Node(name='stage3_unit27_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='stage1_unit1_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='stage3_unit17_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='stage3_unit14_bn1_beta', optype='Producer', children: [[1]])
  Node(name='stage3_unit11_bn1_beta', optype='Producer', children: [[1]])
  Node(name='stage3_unit3_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='stage3_unit11_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='stage3_unit3_bn1_beta', optype='Producer', children: [[1]])
  Node(name='stage3_unit25_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='stage3_unit3_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='slope773', optype='Producer', children: [[1]])
  Node(name='slope370', optype='Producer', children: [[1]])
  Node(name='stage3_unit13_bn1_beta', optype='Producer', children: [[1]])
  Node(name='slope509', optype='Producer', children: [[1]])
  Node(name='fc1_moving_mean', optype='Producer', children: [[1]])
  Node(name='slope282', optype='Producer', children: [[1]])
  Node(name='stage3_unit18_bn1_beta', optype='Producer', children: [[1]])
  Node(name='slope641', optype='Producer', children: [[1]])
  Node(name='stage3_unit18_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='stage4_unit3_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='stage3_unit10_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='stage4_unit1_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='stage3_unit10_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='stage3_unit30_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='stage3_unit10_bn1_beta', optype='Producer', children: [[1]])
  Node(name='stage3_unit2_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='stage3_unit10_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='stage3_unit2_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='stage3_unit19_bn1_beta', optype='Producer', children: [[1]])
  Node(name='stage3_unit2_bn1_beta', optype='Producer', children: [[1]])
  Node(name='stage3_unit13_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='stage3_unit2_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='slope663', optype='Producer', children: [[1]])
  Node(name='stage3_unit24_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='stage3_unit21_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='stage3_unit13_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='stage3_unit9_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='stage3_unit24_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='stage3_unit9_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='stage3_unit26_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='stage1_unit1_bn1_beta', optype='Producer', children: [[1]])
  Node(name='stage3_unit25_bn1_beta', optype='Producer', children: [[1]])
  Node(name='stage3_unit16_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='stage3_unit1_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='stage1_unit1_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='stage3_unit1_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='stage2_unit3_bn1', optype='BatchNorm2D', parents: [1, 1, 1, 1, 1], children: [[1]])
  Node(name='stage3_unit1_bn1_beta', optype='Producer', children: [[1]])
  Node(name='scalar_op2', optype='Producer', children: [[1]])
  Node(name='stage3_unit1_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='stage2_unit4_bn1', optype='BatchNorm2D', parents: [1, 1, 1, 1, 1], children: [[1]])
  Node(name='slope172', optype='Producer', children: [[1]])
  Node(name='stage1_unit3_bn1', optype='BatchNorm2D', parents: [1, 1, 1, 1, 1], children: [[1]])
  Node(name='stage3_unit24_bn1_beta', optype='Producer', children: [[1]])
  Node(name='stage1_unit2_bn1', optype='BatchNorm2D', parents: [1, 1, 1, 1, 1], children: [[1]])
  Node(name='stage3_unit27_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='scalar_op3', optype='Producer', children: [[1]])
  Node(name='stage3_unit28_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='stage1_unit2_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='slope194', optype='Producer', children: [[1]])
  Node(name='stage3_unit29_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='stage2_unit13_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='stage1_unit2_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='stage2_unit13_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='stage3_unit16_bn1_beta', optype='Producer', children: [[1]])
  Node(name='stage2_unit13_bn1_beta', optype='Producer', children: [[1]])
  Node(name='slope993', optype='Producer', children: [[1]])
  Node(name='stage2_unit13_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='stage1_unit1_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='stage3_unit26_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='slope1015', optype='Producer', children: [[1]])
  Node(name='stage3_unit26_bn1_beta', optype='Producer', children: [[1]])
  Node(name='slope575', optype='Producer', children: [[1]])
  Node(name='slope1037', optype='Producer', children: [[1]])
  Node(name='fc1_gamma', optype='Producer', children: [[1]])
  Node(name='stage2_unit12_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='stage3_unit16_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='stage2_unit12_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='stage2_unit12_bn1_beta', optype='Producer', children: [[1]])
  Node(name='stage1_unit2_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='stage2_unit12_bn1_gamma', optype='Producer', children: [[1]])
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  Node(name='stage2_unit12_bn1_scale', optype='Producer', children: [[1]])
  Node(name='plus7_scale', optype='Producer', children: [[1, 1]])
  Node(name='stage2_unit12_bn1_zero_point', optype='Producer', children: [[1]])
  Node(name='plus7_zero_point', optype='Producer', children: [[1, 1]])
  Node(name='ConvBnFusion_W_stage2_unit12_conv1_weight_quantized', optype='Producer', children: [[1]])
  Node(name='ConvBnFusion_BN_B_stage2_unit5_bn3_beta_quantized', optype='Producer', children: [[1]])
  Node(name='stage2_unit11_bn3_scale', optype='Producer', children: [[1, 1]])
  Node(name='ConvBnFusion_BN_B_stage3_unit3_bn2_beta_quantized', optype='Producer', children: [[1]])
  arConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage4_unit1_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [2, 2]
[NOTICE] - Loaded node [plus46_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage4_unit2_conv1_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [stage4_unit2_relu1] of type [PRelu] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearConv[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [stage4_unit2_conv2_quant] of type [QLinearConv] as a GenericOperator.
[NOTICE]   	* auto_pad : b'NOTSET'
[NOTICE]   	* dilations : [1, 1]
[NOTICE]   	* group : 1
[NOTICE]   	* kernel_shape : [3, 3]
[NOTICE]   	* pads : [1, 1, 1, 1]
[NOTICE]   	* strides : [1, 1]
[NOTICE] - Loaded node [plus47_quant] of type [QLinearAdd] as a GenericOperator.
[NOTICE] - Loaded node [stage4_unit3_relu1] of type [PRelu] as a GenericOperator.
[NOTICE] - Loaded node [plus48_quant] of type [QLinearAdd] as a GenericOperator.
[WARNING] - Aidge currently only supports layerwise scaling and not channelwise for
[WARNING]   QLinearMatMul[Weight DequantizeLinear] node. This node will be filled by a
[WARNING]   GenericOperator.
[NOTICE] - Loaded node [pre_fc1_MatMul_quant] of type [QLinearMatMul] as a GenericOperator.
[NOTICE] - Loaded node [pre_fc1_Add_quant] of type [QLinearAdd] as a GenericOperator.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_1.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_1.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_2.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_2.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_3.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_3.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_4.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_4.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_5.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_5.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_6.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_6.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_7.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_7.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_8.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_8.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_9.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_9.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_10.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_10.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_11.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_11.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_12.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_12.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_13.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_13.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_14.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_14.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_15.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_15.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_16.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_16.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_17.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_17.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_18.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_18.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_19.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_19.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_20.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_20.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_21.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_21.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_22.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_22.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_23.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_23.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_24.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_24.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_25.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_25.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_26.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_26.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_27.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_27.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_28.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_28.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_29.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_29.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_30.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_30.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_31.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_31.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_32.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_32.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_33.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_33.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_34.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_34.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_35.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_35.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_36.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_36.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_37.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_37.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_38.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_38.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_39.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_39.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_40.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_40.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_41.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_41.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_42.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_42.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_43.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_43.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_44.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_44.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_45.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_45.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_46.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_46.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_47.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_47.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_48.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_48.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_49.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_49.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_50.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_50.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_51.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_51.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_52.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_52.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_53.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_53.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_54.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_54.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_55.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_55.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_56.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_56.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_57.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_57.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_58.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_58.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_59.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_59.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_60.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_60.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_61.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_61.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_62.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_62.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_63.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_63.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_64.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_64.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_65.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_65.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_66.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_66.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_67.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_67.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_68.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_68.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_69.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_69.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_70.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_70.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_71.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_71.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_72.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_72.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_73.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_73.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_74.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_74.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_75.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_75.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_76.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_76.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_77.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_77.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_78.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_78.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_79.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_79.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_80.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_80.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_81.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_81.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_82.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_82.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_83.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_83.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_84.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_84.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_85.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_85.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_86.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_86.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_87.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_87.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_88.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_88.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_89.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_89.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_90.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_90.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_91.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_91.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_92.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_92.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_93.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_93.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_94.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_94.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_95.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_95.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_96.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_96.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_97.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_97.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_98.
[NOTICE] - Node namNode(name='stage2_unit5_bn3_scale', optype='Producer', children: [[1, 1]])
  Node(name='stage3_unit3_relu1_zero_point', optype='Producer', children: [[1]])
  Node(name='stage2_unit5_bn3_zero_point', optype='Producer', children: [[1, 1]])
  Node(name='plus13_zero_point', optype='Producer', children: [[1, 1]])
  Node(name='ConvBnFusion_W_stage2_unit5_conv2_weight_zero_point', optype='Producer', children: [[1]])
  Node(name='ConvBnFusion_BN_B_stage2_unit11_bn3_beta_quantized', optype='Producer', children: [[1]])
  Node(name='ConvBnFusion_W_stage2_unit5_conv2_weight_scale', optype='Producer', children: [[1]])
  Node(name='plus13_scale', optype='Producer', children: [[1, 1]])
  Node(name='ConvBnFusion_W_stage2_unit5_conv2_weight_quantized', optype='Producer', children: [[1]])
  Node(name='stage3_unit3_bn2_scale', optype='Producer', children: [[1]])
  Node(name='stage2_unit5_relu1_scale', optype='Producer', children: [[1]])
  Node(name='ConvBnFusion_W_stage2_unit11_conv2_weight_zero_point', optype='Producer', children: [[1]])
  Node(name='stage2_unit5_relu1_zero_point', optype='Producer', children: [[1]])
  Node(name='ConvBnFusion_W_stage2_unit11_conv2_weight_scale', optype='Producer', children: [[1]])
  Node(name='ConvBnFusion_BN_B_stage2_unit5_bn2_beta_quantized', optype='Producer', children: [[1]])
  Node(name='stage2_unit11_bn3_zero_point', optype='Producer', children: [[1, 1]])
  Node(name='stage2_unit5_bn2_scale', optype='Producer', children: [[1]])
  Node(name='ConvBnFusion_BN_B_stage2_unit11_bn2_beta_quantized', optype='Producer', children: [[1]])
  Node(name='stage2_unit5_bn2_zero_point', optype='Producer', children: [[1]])
  Node(name='ConvBnFusion_W_stage3_unit3_conv1_weight_zero_point', optype='Producer', children: [[1]])
  Node(name='ConvBnFusion_W_stage2_unit5_conv1_weight_zero_point', optype='Producer', children: [[1]])
  Node(name='stage2_unit11_relu1_scale', optype='Producer', children: [[1]])
  Node(name='stage3_unit3_bn2_zero_point', optype='Producer', children: [[1]])
  Node(name='ConvBnFusion_W_stage2_unit5_conv1_weight_scale', optype='Producer', children: [[1]])
  Node(name='stage2_unit11_relu1_zero_point', optype='Producer', children: [[1]])
  Node(name='stage2_unit5_bn1_scale', optype='Producer', children: [[1]])
  Node(name='ConvBnFusion_W_stage2_unit11_conv2_weight_quantized', optype='Producer', children: [[1]])

===============
Supported nodes
===============

Native operators: 1431 (8 types)
- BatchNorm2D: 51
- Dequantizer: 100
- Flatten: 1
- Mul: 1
- Producer: 1174
- QLinearConv: 2
- Quantizer: 101
- Sub: 1
Generic operators: 202 (4 types)
- PRelu: 50
- QLinearAdd: 50
- QLinearConv: 101
- QLinearMatMul: 1
Native types coverage: 66.7% (8/12)
Native operators coverage: 87.6% (1431/1633)
  (defaultdict(<class 'int'>, {'Quantizer': 101, 'Dequantizer': 100, 'BatchNorm2D': 51, 'Mul': 1, 'Sub': 1, 'Producer': 1174, 'Flatten': 1, 'QLinearConv': 2}), defaultdict(<class 'int'>, {'QLinearConv': 101, 'PRelu': 50, 'QLinearAdd': 50, 'QLinearMatMul': 1}))

===============\Graph manipulation
===============

Remove flatten
Fuse batchnorm
Expand metaop
Fuse to metaop

===============
New Aidge Graph
===============

  Node(name='plus6__plus6_DequantizeLinear_MulDeQuant', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='plus6_quant', optype='QLinearAdd', parents: [1, 1, 1, 1, 1, 1, 1, 1], children: [[1, 1]])
  Node(name='ZeroPoint', optype='Producer', children: [[1]])
  Node(name='plus6__plus6_DequantizeLinear_SubDeQuant', optype='Sub', parents: [1, 1], children: [[1]])
  Node(name='stage2_unit4_conv2_quant', optype='QLinearConv', parents: [1, 1, 1, 1, 1, 1, 1, 1, 1], children: [[1]])
  Node(name='stage2_unit5_bn1_stage2_unit5_conv1_QuantizeLinear_MulQuant', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='stage2_unit5_bn1_stage2_unit5_conv1_QuantizeLinear_ClipQuant', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='ZeroPoint', optype='Producer', children: [[1]])
  Node(name='stage2_unit5_bn1_stage2_unit5_conv1_QuantizeLinear_AddQuant', optype='Add', parents: [1, 1], children: [[1]])
  Node(name='ScalingFactor', optype='Producer', children: [[1]])
  Node(name='stage2_unit4_relu1_stage2_unit4_conv2_QuantizeLinear_CastOut', optype='Cast', parents: [1], children: [[1]])
  Node(name='stage2_unit4_relu1_stage2_unit4_conv2_QuantizeLinear_CastIn', optype='Cast', parents: [1], children: [[1]])
  Node(name='stage2_unit4_relu1_stage2_unit4_conv2_QuantizeLinear_RoundQuant', optype='Round', parents: [1], children: [[1]])
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  Node(name='stage3_unit2_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='stage3_unit24_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='stage3_unit1_bn1_stage3_unit1_conv1_QuantizeLinear_ClipQuant', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='stage3_unit19_bn1', optype='BatchNorm2D', parents: [1, 1, 1, 1, 1], children: [[1]])
  Node(name='stage3_unit13_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='plus14_quant', optype='QLinearAdd', parents: [1, 1, 1, 1, 1, 1, 1, 1], children: [[1, 1]])
  Node(name='plus28__plus28_DequantizeLinear_SubDeQuant', optype='Sub', parents: [1, 1], children: [[1]])
  Node(name='stage3_unit24_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='stage3_unit26_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='stage3_unit25_bn1_beta', optype='Producer', children: [[1]])
  Node(name='stage3_unit1_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='stage3_unit2_bn2_stage3_unit2_conv1_DequantizeLinear_CastIn', optype='Cast', parents: [1], children: [[1]])
  Node(name='stage3_unit1_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='stage2_unit13_bn1_stage2_unit13_conv1_QuantizeLinear_MulQuant', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='stage3_unit1_bn1_beta', optype='Producer', children: [[1]])
  Node(name='stage3_unit1_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='ScalingFactor', optype='Producer', children: [[1]])
  Node(name='ZeroPoint', optype='Producer', children: [[1]])
  Node(name='slope172', optype='Producer', children: [[1]])
  Node(name='stage3_unit24_bn1_beta', optype='Producer', children: [[1]])
  Node(name='plus16__plus16_DequantizeLinear_CastIn', optype='Cast', parents: [1], children: [[1]])
  Node(name='stage3_unit27_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='ZeroPoint_32', optype='Producer', children: [[1]])
  Node(name='stage3_unit28_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='slope194', optype='Producer', children: [[1]])
  Node(name='plus17__plus17_DequantizeLinear_MulDeQuant', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='stage3_unit14_relu1_stage3_unit14_conv2_QuantizeLinear_MulQuant', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='stage2_unit13_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='stage3_unit3_relu1_stage3_unit3_conv2_QuantizeLinear_ClipQuantMax', optype='Producer', children: [[1]])
  Node(name='stage2_unit13_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='stage3_unit1_conv1_quant', optype='QLinearConv', parents: [1, 1, 1, 1, 1, 1, 1, 1, 1], children: [[1]])
  Node(name='stage2_unit13_bn1_beta', optype='Producer', children: [[1]])
  Node(name='plus14__plus14_DequantizeLinear_SubDeQuant', optype='Sub', parents: [1, 1], children: [[1]])
  Node(name='stage2_unit13_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='stage3_unit26_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='ZeroPoint', optype='Producer', children: [[1]])
  Node(name='stage3_unit26_bn1_beta', optype='Producer', children: [[1]])
  Node(name='ZeroPoint_40', optype='Producer', children: [[1]])
  Node(name='slope1037', optype='Producer', children: [[1]])
  Node(name='stage3_unit1_relu1_stage3_unit1_conv2_QuantizeLinear_MulQuant', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='stage3_unit15_bn2_stage3_unit15_conv1_DequantizeLinear_CastIn', optype='Cast', parents: [1], children: [[1]])
  Node(name='stage2_unit12_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='stage2_unit12_conv2_quant', optype='QLinearConv', parents: [1, 1, 1, 1, 1, 1, 1, 1, 1], children: [[1]])
  Node(name='stage2_unit12_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='stage2_unit12_bn1_beta', optype='Producer', children: [[1]])
  Node(name='stage2_unit12_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='stage3_unit19_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='ZeroPoint_35', optype='Producer', children: [[1]])
  Node(name='slope1088', optype='Producer', children: [[1]])
  Node(name='stage2_unit13_bn1_stage2_unit13_conv1_QuantizeLinear_ClipQuantMin', optype='Producer', children: [[1]])
  Node(name='stage3_unit3_relu1', optype='PRelu', parents: [1, 1], children: [[1]])
  Node(name='slope55', optype='Producer', children: [[1]])
  Node(name='stage3_unit28_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='stage3_unit3_conv1_quant', optype='QLinearConv', parents: [1, 1, 1, 1, 1, 1, 1, 1, 1], children: [[1]])
  Node(name='stage3_unit14_bn1_stage3_unit14_conv1_QuantizeLinear_ClipQuantMin', optype='Producer', children: [[1]])
  Node(name='stage3_unit18_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='stage3_unit1_bn2_stage3_unit1_conv1_DequantizeLinear_SubDeQuant', optype='Sub', parents: [1, 1], children: [[1]])
  Node(name='stage2_unit11_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='stage2_unit13_bn1_stage2_unit13_conv1_QuantizeLinear_ClipQuant', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='stage2_unit11_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='stage3_unit2_relu1_stage3_unit2_conv2_QuantizeLinear_MulQuant', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='stage2_unit11_bn1_beta', optype='Producer', children: [[1]])
  Node(name='ZeroPoint_37', optype='Producer', children: [[1]])
  Node(name='stage2_unit11_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='stage3_unit11_bn1_stage3_unit11_conv1_QuantizeLinear_CastOut', optype='Cast', parents: [1], children: [[1]])
  Node(name='stage3_unit30_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='stage3_unit1_bn2_stage3_unit1_conv1_DequantizeLinear_MulDeQuant', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='plus26__plus26_DequantizeLinear_SubDeQuant', optype='Sub', parents: [1, 1], children: [[1]])
  Node(name='stage3_unit21_bn1_beta', optype='Producer', children: [[1]])
  Node(name='ZeroPoint', optype='Producer', children: [[1]])
  Node(name='ScalingFactor', optype='Producer', children: [[1]])
  Node(name='slope553', optype='Producer', children: [[1]])
  Node(name='plus17_quant', optype='QLinearAdd', parents: [1, 1, 1, 1, 1, 1, 1, 1], children: [[1, 1]])
  Node(name='stage3_unit15_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='ScalingFactor', optype='Producer', children: [[1]])
  Node(name='stage3_unit11_relu1_stage3_unit11_conv2_QuantizeLinear_AddQuant', optype='Add', parents: [1, 1], children: [[1]])
  Node(name='slope26', optype='Producer', children: [[1]])
  Node(name='stage3_unit14_bn2_stage3_unit14_conv1_DequantizeLinear_MulDeQuant', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='stage2_unit10_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='ScalingFactor_35', optype='Producer', children: [[1]])
  Node(name='stage3_unit11_bn1_stage3_unit11_conv1_QuantizeLinear_CastIn', optype='Cast', parents: [1], children: [[1]])
  Node(name='stage2_unit10_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='stage2_unit13_bn1_stage2_unit13_conv1_QuantizeLinear_AddQuant', optype='Add', parents: [1, 1], children: [[1]])
  Node(name='stage2_unit10_bn1_beta', optype='Producer', children: [[1]])
  Node(name='ZeroPoint', optype='Producer', children: [[1]])
  Node(name='stage2_unit10_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='stage3_unit2_relu1_stage3_unit2_conv2_QuantizeLinear_CastOut', optype='Cast', parents: [1], children: [[1]])
  Node(name='stage3_unit11_relu1_stage3_unit11_conv2_QuantizeLinear_ClipQuantMax', optype='Producer', children: [[1]])
  Node(name='stage3_unit30_bn1_beta', optype='Producer', children: [[1]])
  Node(name='stage3_unit2_relu1_stage3_unit2_conv2_QuantizeLinear_AddQuant', optype='Add', parents: [1, 1], children: [[1]])
  Node(name='ScalingFactor', optype='Producer', children: [[1]])
  Node(name='slope905', optype='Producer', children: [[1]])
  Node(name='stage3_unit1_conv1sc_quant', optype='QLinearConv', parents: [1, 1, 1, 1, 1, 1, 1, 1, 1], children: [[1]])
  Node(name='ScalingFactor_62', optype='Producer', children: [[1]])
  Node(name='stage3_unit30_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='ScalingFactor', optype='Producer', children: [[1]])
  Node(name='plus28__plus28_DequantizeLinear_MulDeQuant', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='stage3_unit2_conv2_quant', optype='QLinearConv', parents: [1, 1, 1, 1, 1, 1, 1, 1, 1], children: [[1]])
  Node(name='stage3_unit12_bn1_stage3_unit12_conv1_QuantizeLinear_AddQuant', optype='Add', parents: [1, 1], children: [[1]])
  Node(name='slope465', optype='Producer', children: [[1]])
  Node(name='ZeroPoint_54', optype='Producer', children: [[1]])
  Node(name='stage2_unit9_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='stage2_unit9_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='stage3_unit1_bn1_stage3_unit1_conv1_QuantizeLinear_ClipQuantMin', optype='Producer', children: [[1]])
  Node(name='stage3_unit11_relu1_stage3_unit11_conv2_QuantizeLinear_ClipQuantMin', optype='Producer', children: [[1]])
  Node(name='stage2_unit9_bn1_beta', optype='Producer', children: [[1]])
  Node(name='stage2_unit12_relu1_stage2_unit12_conv2_QuantizeLinear_CastOut', optype='Cast', parents: [1], children: [[1]])
  Node(name='stage3_unit11_relu1_stage3_unit11_conv2_QuantizeLinear_RoundQuant', optype='Round', parents: [1], children: [[1]])
  Node(name='stage2_unit9_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='stage3_unit11_bn2_stage3_unit11_conv1_DequantizeLinear_MulDeQuant', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='ScalingFactor_61', optype='Producer', children: [[1]])
  Node(name='stage3_unit29_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='stage3_unit3_relu1_stage3_unit3_conv2_QuantizeLinear_RoundQuant', optype='Round', parents: [1], children: [[1]])
  Node(name='stage3_unit25_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='ScalingFactor', optype='Producer', children: [[1]])
  Node(name='stage3_unit11_conv2_quant', optype='QLinearConv', parents: [1, 1, 1, 1, 1, 1, 1, 1, 1], children: [[1]])
  Node(name='slope597', optype='Producer', children: [[1]])
  Node(name='stage3_unit1_bn1_stage3_unit1_conv1_QuantizeLinear_ClipQuantMax', optype='Producer', children: [[1]])
  Node(name='ZeroPoint', optype='Producer', children: [[1]])
  Node(name='slope883', optype='Producer', children: [[1]])
  Node(name='stage2_unit12_relu1_stage2_unit12_conv2_QuantizeLinear_CastIn', optype='Cast', parents: [1], children: [[1]])
  Node(name='slope348', optype='Producer', children: [[1]])
  Node(name='stage2_unit12_bn1_stage2_unit12_conv1_QuantizeLinear_CastOut', optype='Cast', parents: [1], children: [[1]])
  Node(name='stage3_unit15_bn1_stage3_unit15_conv1_QuantizeLinear_CastIn', optype='Cast', parents: [1], children: [[1]])
  Node(name='stage3_unit3_relu1_stage3_unit3_conv2_QuantizeLinear_ClipQuantMin', optype='Producer', children: [[1]])
  Node(name='plus26__plus26_DequantizeLinear_CastIn', optype='Cast', parents: [1], children: [[1]])
  Node(name='stage2_unit8_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='stage2_unit8_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='stage3_unit6_bn1', optype='BatchNorm2D', parents: [1, 1, 1, 1, 1], children: [[1]])
  Node(name='stage3_unit14_bn1_stage3_unit14_conv1_QuantizeLinear_RoundQuant', optype='Round', parents: [1], children: [[1]])
  Node(name='stage2_unit8_bn1_beta', optype='Producer', children: [[1]])
  Node(name='stage2_unit12_relu1_stage2_unit12_conv2_QuantizeLinear_RoundQuant', optype='Round', parents: [1], children: [[1]])
  Node(name='plus30__plus30_DequantizeLinear_CastIn', optype='Cast', parents: [1], children: [[1]])
  Node(name='stage2_unit8_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='plus24__plus24_DequantizeLinear_CastIn', optype='Cast', parents: [1], children: [[1]])
  Node(name='stage3_unit11_conv1_quant', optype='QLinearConv', parents: [1, 1, 1, 1, 1, 1, 1, 1, 1], children: [[1]])
  Node(name='stage3_unit23_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='stage3_unit11_relu1_stage3_unit11_conv2_QuantizeLinear_CastOut', optype='Cast', parents: [1], children: [[1]])
  Node(name='stage3_unit29_bn1_beta', optype='Producer', children: [[1]])
  Node(name='stage3_unit11_bn2_stage3_unit11_conv1_DequantizeLinear_SubDeQuant', optype='Sub', parents: [1, 1], children: [[1]])
  Node(name='slope685', optype='Producer', children: [[1]])
  Node(name='ScalingFactor', optype='Producer', children: [[1]])
  Node(name='stage3_unit12_bn1_stage3_unit12_conv1_QuantizeLinear_ClipQuant', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='stage3_unit15_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='stage2_unit12_relu1_stage2_unit12_conv2_QuantizeLinear_ClipQuantMax', optype='Producer', children: [[1]])
  Node(name='stage3_unit11_relu1_stage3_unit11_conv2_QuantizeLinear_MulQuant', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='plus14__plus14_DequantizeLinear_CastIn', optype='Cast', parents: [1], children: [[1]])
  Node(name='stage3_unit3_bn1_stage3_unit3_conv1_QuantizeLinear_ClipQuantMin', optype='Producer', children: [[1]])
  Node(name='stage2_unit7_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='stage3_unit12_bn2_stage3_unit12_conv1_DequantizeLinear_CastIn', optype='Cast', parents: [1], children: [[1]])
  Node(name='stage2_unit7_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='stage3_unit8_bn1', optype='BatchNorm2D', parents: [1, 1, 1, 1, 1], children: [[1]])
  Node(name='stage2_unit7_bn1_beta', optype='Producer', children: [[1]])
  Node(name='ZeroPoint', optype='Producer', children: [[1]])
  Node(name='ScalingFactor_54', optype='Producer', children: [[1]])
  Node(name='stage3_unit23_bn1_beta', optype='Producer', children: [[1]])
  Node(name='stage2_unit12_relu1_stage2_unit12_conv2_QuantizeLinear_ClipQuantMin', optype='Producer', children: [[1]])
  Node(name='stage2_unit7_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='stage4_unit3_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='bn1_gamma', optype='Producer', children: [[1]])
  Node(name='ZeroPoint', optype='Producer', children: [[1]])
  Node(name='stage3_unit16_bn2_stage3_unit16_conv1_DequantizeLinear_CastIn', optype='Cast', parents: [1], children: [[1]])
  Node(name='slope707', optype='Producer', children: [[1]])
  Node(name='ScalingFactor', optype='Producer', children: [[1]])
  Node(name='slope729', optype='Producer', children: [[1]])
  Node(name='stage2_unit12_relu1_stage2_unit12_conv2_QuantizeLinear_ClipQuant', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='stage3_unit11_relu1_stage3_unit11_conv2_QuantizeLinear_CastIn', optype='Cast', parents: [1], children: [[1]])
  Node(name='stage2_unit6_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='stage3_unit3_bn1_stage3_unit3_conv1_QuantizeLinear_AddQuant', optype='Add', parents: [1, 1], children: [[1]])
  Node(name='stage3_unit11_relu1_stage3_unit11_conv2_QuantizeLinear_ClipQuant', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='stage2_unit6_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='stage2_unit6_bn1_beta', optype='Producer', children: [[1]])
  Node(name='stage3_unit1_relu1', optype='PRelu', parents: [1, 1], children: [[1]])
  Node(name='stage3_unit14_bn1_stage3_unit14_conv1_QuantizeLinear_CastIn', optype='Cast', parents: [1], children: [[1]])
  Node(name='stage2_unit6_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='ZeroPoint', optype='Producer', children: [[1]])
  Node(name='stage2_unit2_bn3_zero_point', optype='Producer', children: [[1, 1]])
  Node(name='ConvBnFusion_W_stage2_unit2_conv2_weight_zero_point', optype='Producer', children: [[1]])
  Node(name='plus17__plus17_DequantizeLinear_SubDeQuant', optype='Sub', parents: [1, 1], children: [[1]])
  Node(name='slope751', optype='Producer', children: [[1]])
  Node(name='stage3_unit2_relu1_stage3_unit2_conv2_QuantizeLinear_ClipQuant', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='slope77', optype='Producer', children: [[1]])
  Node(name='stage2_unit13_relu1_stage2_unit13_conv2_QuantizeLinear_CastOut', optype='Cast', parents: [1], children: [[1]])
  Node(name='slope795', optype='Producer', children: [[1]])
  Node(name='stage2_unit12_relu1_stage2_unit12_conv2_QuantizeLinear_AddQuant', optype='Add', parents: [1, 1], children: [[1]])
  Node(name='stage3_unit14_conv1_quant', optype='QLinearConv', parents: [1, 1, 1, 1, 1, 1, 1, 1, 1], children: [[1]])
  Node(name='fc1_moving_var', optype='Producer', children: [[1]])
  Node(name='stage3_unit28_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='stage2_unit5_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='stage2_unit13_relu1_stage2_unit13_conv2_QuantizeLinear_CastIn', optype='Cast', parents: [1], children: [[1]])
  Node(name='stage2_unit5_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='ScalingFactor', optype='Producer', children: [[1]])
  Node(name='ZeroPoint', optype='Producer', children: [[1]])
  Node(name='stage2_unit5_bn1_beta', optype='Producer', children: [[1]])
  Node(name='stage2_unit5_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='stage3_unit15_conv1_quant', optype='QLinearConv', parents: [1, 1, 1, 1, 1, 1, 1, 1, 1], children: [[1]])
  Node(name='stage3_unit14_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='stage3_unit1_bn1_stage3_unit1_conv1_QuantizeLinear_CastOut', optype='Cast', parents: [1], children: [[1]])
  Node(name='ScalingFactor', optype='Producer', children: [[1]])
  Node(name='stage4_unit3_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='stage2_unit12_relu1', optype='PRelu', parents: [1, 1], children: [[1]])
  Node(name='stage3_unit21_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='stage2_unit4_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='stage2_unit4_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='stage2_unit4_bn1_beta', optype='Producer', children: [[1]])
  Node(name='stage3_unit1_bn1_stage3_unit1_conv1_QuantizeLinear_CastIn', optype='Cast', parents: [1], children: [[1]])
  Node(name='stage2_unit4_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='ScalingFactor_31', optype='Producer', children: [[1]])
  Node(name='slope260', optype='Producer', children: [[1]])
  Node(name='slope216', optype='Producer', children: [[1]])
  Node(name='stage3_unit17_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='ScalingFactor_37', optype='Producer', children: [[1]])
  Node(name='stage2_unit3_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='stage2_unit13_conv2_quant', optype='QLinearConv', parents: [1, 1, 1, 1, 1, 1, 1, 1, 1], children: [[1]])
  Node(name='stage2_unit3_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='stage2_unit12_bn2_stage2_unit12_conv1_DequantizeLinear_SubDeQuant', optype='Sub', parents: [1, 1], children: [[1]])
  e "ZeroPoint" is a duplicate, renaming it to ZeroPoint_98.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_99.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_99.
[NOTICE] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_100.
[NOTICE] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_100.
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[WARNING] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[WARNING]   implementation has been provided!
[ERROR] - Unable to forward data type for node conv0_quant (of type QLinearConv)
[ERROR] - Unable to forward data type for node conv0_quant (of type QLinearConv)
[ERROR] - Unable to forward data type for node conv0_quant (of type QLinearConv)
[WARNING] - Unable to forward data type (circular dependency and/or wrong dimensions and/or data
[WARNING]   dependent dimension?). Unable to compute output data type for nodes ["stage1_unit2_bn1
[WARNING]   (BatchNorm2D)", "stage1_unit3_bn1 (BatchNorm2D)", "stage2_unit4_bn1 (BatchNorm2D)",
[WARNING]   "stage2_unit3_bn1 (BatchNorm2D)", "stage3_unit9_bn1 (BatchNorm2D)", "stage1_unit1_bn1
[WARNING]   (BatchNorm2D)", "stage2_unit2_bn1 (BatchNorm2D)",
[WARNING]   "relu0_stage1_unit1_conv1sc_QuantizeLinear_AddQuant (Add)",
[WARNING]   "relu0_stage1_unit1_conv1sc_QuantizeLinear_ClipQuant (Clip)", "relu0 (PRelu)",
[WARNING]   "conv0_quant (QLinearConv)", "bn0_conv0_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "bn0_conv0_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "relu0_stage1_unit1_conv1sc_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage1_unit1_bn1_stage1_unit1_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage1_unit1_bn1_stage1_unit1_conv1_QuantizeLinear_AddQuant (Add)", "stage2_unit5_bn1
[WARNING]   (BatchNorm2D)", "stage1_unit1_conv1_quant (QLinearConv)",
[WARNING]   "stage1_unit1_bn2_stage1_unit1_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage1_unit1_bn1_stage1_unit1_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage1_unit1_relu1_stage1_unit1_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage1_unit1_bn2_stage1_unit1_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage1_unit1_conv1sc_quant (QLinearConv)", "stage1_unit1_relu1 (PRelu)",
[WARNING]   "stage1_unit1_relu1_stage1_unit1_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage1_unit1_relu1_stage1_unit1_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage1_unit2_bn1_stage1_unit2_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage1_unit2_bn1_stage1_unit2_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage1_unit1_conv2_quant (QLinearConv)", "plus0__plus0_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "plus0_quant (QLinearAdd)", "plus0__plus0_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage1_unit2_bn1_stage1_unit2_conv1_QuantizeLinear_MulQuant (Mul)", "stage2_unit1_bn1
[WARNING]   (BatchNorm2D)", "stage1_unit2_relu1 (PRelu)", "stage1_unit2_conv1_quant (QLinearConv)",
[WARNING]   "stage1_unit2_bn2_stage1_unit2_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage1_unit2_bn2_stage1_unit2_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage1_unit2_relu1_stage1_unit2_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage1_unit2_relu1_stage1_unit2_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage1_unit2_relu1_stage1_unit2_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage1_unit3_bn1_stage1_unit3_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage1_unit3_bn1_stage1_unit3_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage1_unit2_conv2_quant (QLinearConv)", "plus1__plus1_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "plus1_quant (QLinearAdd)", "plus1__plus1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage1_unit3_bn1_stage1_unit3_conv1_QuantizeLinear_MulQuant (Mul)", "stage3_unit5_bn1
[WARNING]   (BatchNorm2D)", "stage2_unit1_bn1_stage2_unit1_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage1_unit3_relu1_stage1_unit3_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage1_unit3_conv1_quant (QLinearConv)",
[WARNING]   "stage1_unit3_bn2_stage1_unit3_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage1_unit3_bn2_stage1_unit3_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage1_unit3_relu1 (PRelu)",
[WARNING]   "stage1_unit3_relu1_stage1_unit3_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage1_unit3_relu1_stage1_unit3_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage1_unit3_conv2_quant (QLinearConv)", "plus2__plus2_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "plus2_quant (QLinearAdd)", "plus2__plus2_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit1_bn1_stage2_unit1_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit1_bn1_stage2_unit1_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit1_conv1sc_quant (QLinearConv)", "stage2_unit6_bn1 (BatchNorm2D)",
[WARNING]   "stage2_unit1_relu1_stage2_unit1_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit1_conv1_quant (QLinearConv)",
[WARNING]   "stage2_unit1_bn2_stage2_unit1_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit1_bn2_stage2_unit1_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage2_unit1_relu1 (PRelu)",
[WARNING]   "stage2_unit1_relu1_stage2_unit1_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit1_relu1_stage2_unit1_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit2_bn1_stage2_unit2_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit2_bn1_stage2_unit2_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit2_bn1_stage2_unit2_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit1_conv2_quant (QLinearConv)", "plus3__plus3_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "plus3_quant (QLinearAdd)", "plus3__plus3_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit7_bn1 (BatchNorm2D)", "stage2_unit2_conv1_quant (QLinearConv)",
[WARNING]   "stage2_unit2_relu1_stage2_unit2_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit2_bn2_stage2_unit2_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit2_bn2_stage2_unit2_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage2_unit2_relu1 (PRelu)",
[WARNING]   "stage2_unit2_relu1_stage2_unit2_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit2_relu1_stage2_unit2_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit3_bn1_stage2_unit3_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit2_conv2_quant (QLinearConv)", "plus4__plus4_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "stage2_unit3_bn1_stage2_unit3_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus4_quant (QLinearAdd)", "plus4__plus4_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit8_bn1 (BatchNorm2D)",
[WARNING]   "stage2_unit3_bn1_stage2_unit3_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit3_relu1_stage2_unit3_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit3_conv1_quant (QLinearConv)",
[WARNING]   "stage2_unit3_bn2_stage2_unit3_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit3_bn2_stage2_unit3_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage2_unit3_relu1 (PRelu)",
[WARNING]   "stage2_unit3_relu1_stage2_unit3_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit3_relu1_stage2_unit3_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit4_bn1_stage2_unit4_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit4_bn1_stage2_unit4_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit4_bn1_stage2_unit4_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit3_conv2_quant (QLinearConv)", "plus5__plus5_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "plus5_quant (QLinearAdd)", "plus5__plus5_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit9_bn1 (BatchNorm2D)",
[WARNING]   "stage2_unit4_relu1_stage2_unit4_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit4_conv1_quant (QLinearConv)",
[WARNING]   "stage2_unit4_bn2_stage2_unit4_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit4_bn2_stage2_unit4_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage2_unit4_relu1 (PRelu)",
[WARNING]   "stage2_unit4_relu1_stage2_unit4_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit4_relu1_stage2_unit4_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit5_bn1_stage2_unit5_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit5_bn1_stage2_unit5_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit5_bn1_stage2_unit5_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit4_conv2_quant (QLinearConv)", "plus6__plus6_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "plus6_quant (QLinearAdd)", "plus6__plus6_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit10_bn1 (BatchNorm2D)",
[WARNING]   "stage2_unit5_relu1_stage2_unit5_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit5_conv1_quant (QLinearConv)",
[WARNING]   "stage2_unit5_bn2_stage2_unit5_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit5_bn2_stage2_unit5_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage2_unit5_relu1 (PRelu)",
[WARNING]   "stage2_unit5_relu1_stage2_unit5_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit5_relu1_stage2_unit5_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit6_bn1_stage2_unit6_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit6_bn1_stage2_unit6_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit6_bn1_stage2_unit6_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit5_conv2_quant (QLinearConv)", "plus7__plus7_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "plus7_quant (QLinearAdd)", "plus7__plus7_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit11_bn1 (BatchNorm2D)", "stage2_unit6_conv1_quant (QLinearConv)",
[WARNING]   "stage2_unit6_bn2_stage2_unit6_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit6_bn2_stage2_unit6_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage2_unit6_relu1 (PRelu)",
[WARNING]   "stage2_unit6_relu1_stage2_unit6_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit6_relu1_stage2_unit6_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit6_relu1_stage2_unit6_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit7_bn1_stage2_unit7_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit7_bn1_stage2_unit7_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit6_conv2_quant (QLinearConv)", "plus8__plus8_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "stage2_unit7_bn1_stage2_unit7_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus8_quant (QLinearAdd)", "plus8__plus8_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit12_bn1 (BatchNorm2D)", "stage2_unit7_relu1 (PRelu)",
[WARNING]   "stage2_unit7_conv1_quant (QLinearConv)",
[WARNING]   "stage2_unit7_bn2_stage2_unit7_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit7_bn2_stage2_unit7_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage2_unit7_relu1_stage2_unit7_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit7_relu1_stage2_unit7_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit7_relu1_stage2_unit7_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit8_bn1_stage2_unit8_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit8_bn1_stage2_unit8_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit7_conv2_quant (QLinearConv)", "plus9__plus9_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "plus9_quant (QLinearAdd)", "plus9__plus9_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit8_bn1_stage2_unit8_conv1_QuantizeLinear_MulQuant (Mul)", "stage2_unit13_bn1
[WARNING]   (BatchNorm2D)", "stage2_unit8_relu1_stage2_unit8_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit8_conv1_quant (QLinearConv)",
[WARNING]   "stage2_unit8_bn2_stage2_unit8_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit8_bn2_stage2_unit8_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage2_unit8_relu1 (PRelu)",
[WARNING]   "stage2_unit8_relu1_stage2_unit8_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit8_relu1_stage2_unit8_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit9_bn1_stage2_unit9_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit9_bn1_stage2_unit9_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit8_conv2_quant (QLinearConv)", "plus10__plus10_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "stage2_unit9_bn1_stage2_unit9_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus10_quant (QLinearAdd)", "plus10__plus10_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit4_bn1 (BatchNorm2D)", "stage2_unit9_relu1 (PRelu)",
[WARNING]   "stage2_unit9_relu1_stage2_unit9_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit9_conv1_quant (QLinearConv)",
[WARNING]   "stage2_unit9_bn2_stage2_unit9_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit9_bn2_stage2_unit9_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage2_unit9_relu1_stage2_unit9_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit9_relu1_stage2_unit9_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit10_bn1_stage2_unit10_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit10_bn1_stage2_unit10_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit10_bn1_stage2_unit10_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit9_conv2_quant (QLinearConv)", "plus11__plus11_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "plus11_quant (QLinearAdd)", "plus11__plus11_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit3_bn1 (BatchNorm2D)", "stage2_unit10_relu1 (PRelu)",
[WARNING]   "stage2_unit10_conv1_quant (QLinearConv)",
[WARNING]   "stage2_unit10_bn2_stage2_unit10_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit10_bn2_stage2_unit10_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage2_unit10_relu1_stage2_unit10_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit10_relu1_stage2_unit10_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit10_relu1_stage2_unit10_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit11_bn1_stage2_unit11_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit11_bn1_stage2_unit11_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit10_conv2_quant (QLinearConv)", "plus12__plus12_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "stage2_unit11_bn1_stage2_unit11_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus12_quant (QLinearAdd)", "plus12__plus12_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit2_bn1 (BatchNorm2D)", "stage2_unit11_relu1 (PRelu)",
[WARNING]   "stage2_unit11_conv1_quant (QLinearConv)",
[WARNING]   "stage2_unit11_relu1_stage2_unit11_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit11_bn2_stage2_unit11_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit11_bn2_stage2_unit11_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage2_unit11_relu1_stage2_unit11_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit11_relu1_stage2_unit11_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit12_bn1_stage2_unit12_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit12_bn1_stage2_unit12_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit12_bn1_stage2_unit12_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit11_conv2_quant (QLinearConv)", "plus13__plus13_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "plus13_quant (QLinearAdd)", "plus13__plus13_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit1_bn1 (BatchNorm2D)",
[WARNING]   "stage2_unit12_relu1_stage2_unit12_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit12_conv1_quant (QLinearConv)",
[WARNING]   "stage2_unit12_bn2_stage2_unit12_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit12_bn2_stage2_unit12_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage2_unit12_relu1 (PRelu)",
[WARNING]   "stage2_unit12_relu1_stage2_unit12_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit12_relu1_stage2_unit12_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit13_bn1_stage2_unit13_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit13_bn1_stage2_unit13_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit12_conv2_quant (QLinearConv)", "plus14__plus14_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "stage2_unit13_bn1_stage2_unit13_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus14_quant (QLinearAdd)", "plus14__plus14_DequantizeLinear_MulDeQuant (Mul)", "fc1
[WARNING]   (BatchNorm2D)", "stage2_unit13_relu1 (PRelu)",
[WARNING]   "stage3_unit1_bn1_stage3_unit1_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit13_relu1_stage2_unit13_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit13_conv1_quant (QLinearConv)",
[WARNING]   "stage2_unit13_bn2_stage2_unit13_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit13_bn2_stage2_unit13_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage2_unit13_relu1_stage2_unit13_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit13_relu1_stage2_unit13_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit13_conv2_quant (QLinearConv)", "plus15__plus15_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "plus15_quant (QLinearAdd)", "plus15__plus15_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit1_bn1_stage3_unit1_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit1_bn1_stage3_unit1_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit1_conv1sc_quant (QLinearConv)", "stage3_unit6_bn1 (BatchNorm2D)",
[WARNING]   "stage3_unit1_relu1 (PRelu)", "stage3_unit1_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit1_relu1_stage3_unit1_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit1_bn2_stage3_unit1_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit1_bn2_stage3_unit1_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit1_relu1_stage3_unit1_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit1_relu1_stage3_unit1_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit2_bn1_stage3_unit2_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit2_bn1_stage3_unit2_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit2_bn1_stage3_unit2_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit1_conv2_quant (QLinearConv)", "plus16__plus16_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "plus16_quant (QLinearAdd)", "plus16__plus16_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit7_bn1 (BatchNorm2D)", "stage3_unit2_relu1 (PRelu)",
[WARNING]   "stage3_unit2_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit2_bn2_stage3_unit2_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit2_bn2_stage3_unit2_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit2_relu1_stage3_unit2_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit2_relu1_stage3_unit2_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit2_relu1_stage3_unit2_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit3_bn1_stage3_unit3_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit3_bn1_stage3_unit3_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit2_conv2_quant (QLinearConv)", "plus17__plus17_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "stage3_unit3_bn1_stage3_unit3_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus17_quant (QLinearAdd)", "plus17__plus17_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit8_bn1 (BatchNorm2D)",
[WARNING]   "stage3_unit3_relu1_stage3_unit3_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit3_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit3_bn2_stage3_unit3_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit3_bn2_stage3_unit3_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit3_relu1 (PRelu)",
[WARNING]   "stage3_unit3_relu1_stage3_unit3_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit3_relu1_stage3_unit3_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit4_bn1_stage3_unit4_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit4_bn1_stage3_unit4_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit4_bn1_stage3_unit4_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit3_conv2_quant (QLinearConv)", "plus18__plus18_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "plus18_quant (QLinearAdd)", "plus18__plus18_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit4_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit4_relu1_stage3_unit4_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit4_bn2_stage3_unit4_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit4_bn2_stage3_unit4_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit4_relu1 (PRelu)",
[WARNING]   "stage3_unit4_relu1_stage3_unit4_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit4_relu1_stage3_unit4_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit5_bn1_stage3_unit5_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit5_bn1_stage3_unit5_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit5_bn1_stage3_unit5_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit4_conv2_quant (QLinearConv)", "plus19__plus19_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "plus19_quant (QLinearAdd)", "plus19__plus19_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit10_bn1 (BatchNorm2D)", "stage3_unit5_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit5_relu1_stage3_unit5_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit5_bn2_stage3_unit5_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit5_bn2_stage3_unit5_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit5_relu1 (PRelu)",
[WARNING]   "stage3_unit5_relu1_stage3_unit5_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit5_relu1_stage3_unit5_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit6_bn1_stage3_unit6_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit6_bn1_stage3_unit6_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit5_conv2_quant (QLinearConv)", "plus20__plus20_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "stage3_unit6_bn1_stage3_unit6_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus20_quant (QLinearAdd)", "plus20__plus20_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit11_bn1 (BatchNorm2D)", "stage3_unit6_relu1 (PRelu)",
[WARNING]   "stage3_unit6_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit6_bn2_stage3_unit6_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit6_bn2_stage3_unit6_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit6_relu1_stage3_unit6_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit6_relu1_stage3_unit6_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit6_relu1_stage3_unit6_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit7_bn1_stage3_unit7_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit7_bn1_stage3_unit7_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit6_conv2_quant (QLinearConv)", "plus21__plus21_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "stage3_unit7_bn1_stage3_unit7_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus21_quant (QLinearAdd)", "plus21__plus21_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit12_bn1 (BatchNorm2D)", "stage3_unit7_relu1 (PRelu)",
[WARNING]   "stage3_unit7_conv2_quant (QLinearConv)", "stage3_unit7_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit7_relu1_stage3_unit7_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit7_bn2_stage3_unit7_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit7_bn2_stage3_unit7_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit7_relu1_stage3_unit7_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit7_relu1_stage3_unit7_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit8_bn1_stage3_unit8_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit8_bn1_stage3_unit8_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "plus22__plus22_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit8_bn1_stage3_unit8_conv1_QuantizeLinear_MulQuant (Mul)", "plus22_quant
[WARNING]   (QLinearAdd)", "plus22__plus22_DequantizeLinear_MulDeQuant (Mul)", "stage3_unit13_bn1
[WARNING]   (BatchNorm2D)", "stage3_unit8_relu1 (PRelu)", "stage3_unit8_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit8_relu1_stage3_unit8_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit8_bn2_stage3_unit8_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit8_bn2_stage3_unit8_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit8_relu1_stage3_unit8_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit8_relu1_stage3_unit8_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit9_bn1_stage3_unit9_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit9_bn1_stage3_unit9_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit8_conv2_quant (QLinearConv)", "plus23__plus23_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "stage3_unit9_bn1_stage3_unit9_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus23_quant (QLinearAdd)", "plus23__plus23_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit14_bn1 (BatchNorm2D)",
[WARNING]   "stage3_unit9_relu1_stage3_unit9_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit9_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit9_bn2_stage3_unit9_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit9_bn2_stage3_unit9_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit9_relu1 (PRelu)",
[WARNING]   "stage3_unit9_relu1_stage3_unit9_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit9_relu1_stage3_unit9_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit10_bn1_stage3_unit10_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit10_bn1_stage3_unit10_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit9_conv2_quant (QLinearConv)", "plus24__plus24_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "stage3_unit10_bn1_stage3_unit10_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus24_quant (QLinearAdd)", "plus24__plus24_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit15_bn1 (BatchNorm2D)", "stage3_unit10_relu1 (PRelu)",
[WARNING]   "stage3_unit10_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit10_bn2_stage3_unit10_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit10_bn2_stage3_unit10_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit10_relu1_stage3_unit10_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit10_relu1_stage3_unit10_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit10_relu1_stage3_unit10_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit11_bn1_stage3_unit11_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit11_bn1_stage3_unit11_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit10_conv2_quant (QLinearConv)", "plus25__plus25_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "stage3_unit11_bn1_stage3_unit11_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus25_quant (QLinearAdd)", "plus25__plus25_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit16_bn1 (BatchNorm2D)", "stage3_unit11_relu1 (PRelu)",
[WARNING]   "stage3_unit11_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit11_bn2_stage3_unit11_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit11_bn2_stage3_unit11_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit11_relu1_stage3_unit11_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit11_relu1_stage3_unit11_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit11_relu1_stage3_unit11_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit12_bn1_stage3_unit12_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit12_bn1_stage3_unit12_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit11_conv2_quant (QLinearConv)", "plus26__plus26_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "stage3_unit12_bn1_stage3_unit12_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus26_quant (QLinearAdd)", "plus26__plus26_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit17_bn1 (BatchNorm2D)", "stage3_unit12_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit12_relu1_stage3_unit12_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit12_bn2_stage3_unit12_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit12_bn2_stage3_unit12_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit12_relu1 (PRelu)",
[WARNING]   "stage3_unit12_relu1_stage3_unit12_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit12_relu1_stage3_unit12_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit13_bn1_stage3_unit13_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit13_bn1_stage3_unit13_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit12_conv2_quant (QLinearConv)", "plus27__plus27_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "stage3_unit13_bn1_stage3_unit13_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus27_quant (QLinearAdd)", "plus27__plus27_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit18_bn1 (BatchNorm2D)", "stage3_unit13_conv2_quant (QLinearConv)",
[WARNING]   "stage3_unit13_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit13_relu1_stage3_unit13_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit13_bn2_stage3_unit13_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit13_bn2_stage3_unit13_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit13_relu1 (PRelu)",
[WARNING]   "stage3_unit13_relu1_stage3_unit13_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit13_relu1_stage3_unit13_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit14_bn1_stage3_unit14_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit14_bn1_stage3_unit14_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit14_bn1_stage3_unit14_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus28__plus28_DequantizeLinear_SubDeQuant (Sub)", "plus28_quant (QLinearAdd)",
[WARNING]   "plus28__plus28_DequantizeLinear_MulDeQuant (Mul)", "stage3_unit19_bn1 (BatchNorm2D)",
[WARNING]   "stage3_unit14_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit14_relu1_stage3_unit14_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit14_bn2_stage3_unit14_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit14_bn2_stage3_unit14_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit14_relu1 (PRelu)",
[WARNING]   "stage3_unit14_relu1_stage3_unit14_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit14_relu1_stage3_unit14_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit15_bn1_stage3_unit15_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit15_bn1_stage3_unit15_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit14_conv2_quant (QLinearConv)", "plus29__plus29_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "stage3_unit15_bn1_stage3_unit15_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus29_quant (QLinearAdd)", "plus29__plus29_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit20_bn1 (BatchNorm2D)", "stage3_unit15_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit15_relu1_stage3_unit15_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit15_bn2_stage3_unit15_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit15_bn2_stage3_unit15_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit15_relu1 (PRelu)",
[WARNING]   "stage3_unit15_relu1_stage3_unit15_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit15_relu1_stage3_unit15_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit16_bn1_stage3_unit16_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit16_bn1_stage3_unit16_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit15_conv2_quant (QLinearConv)", "plus30__plus30_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "stage3_unit16_bn1_stage3_unit16_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus30_quant (QLinearAdd)", "plus30__plus30_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit21_bn1 (BatchNorm2D)", "stage3_unit16_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit16_relu1_stage3_unit16_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit16_bn2_stage3_unit16_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit16_bn2_stage3_unit16_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit16_relu1 (PRelu)",
[WARNING]   "stage3_unit16_relu1_stage3_unit16_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit16_relu1_stage3_unit16_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit17_bn1_stage3_unit17_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit17_bn1_stage3_unit17_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit16_conv2_quant (QLinearConv)", "plus31__plus31_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "stage3_unit17_bn1_stage3_unit17_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus31_quant (QLinearAdd)", "plus31__plus31_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit22_bn1 (BatchNorm2D)", "stage3_unit17_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit17_relu1_stage3_unit17_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit17_bn2_stage3_unit17_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit17_bn2_stage3_unit17_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit17_relu1 (PRelu)",
[WARNING]   "stage3_unit17_relu1_stage3_unit17_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit17_relu1_stage3_unit17_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit18_bn1_stage3_unit18_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit18_bn1_stage3_unit18_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit17_conv2_quant (QLinearConv)", "plus32__plus32_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "plus32_quant (QLinearAdd)", "plus32__plus32_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit18_bn1_stage3_unit18_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit23_bn1 (BatchNorm2D)", "stage3_unit18_relu1 (PRelu)",
[WARNING]   "stage3_unit18_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit18_bn2_stage3_unit18_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit18_bn2_stage3_unit18_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit18_relu1_stage3_unit18_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit18_relu1_stage3_unit18_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit18_relu1_stage3_unit18_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit19_bn1_stage3_unit19_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit19_bn1_stage3_unit19_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit18_conv2_quant (QLinearConv)", "plus33__plus33_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "plus33_quant (QLinearAdd)", "plus33__plus33_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit19_bn1_stage3_unit19_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit24_bn1 (BatchNorm2D)", "stage3_unit19_conv2_quant (QLinearConv)",
[WARNING]   "stage3_unit19_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit19_relu1_stage3_unit19_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit19_bn2_stage3_unit19_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit19_bn2_stage3_unit19_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit19_relu1 (PRelu)",
[WARNING]   "stage3_unit19_relu1_stage3_unit19_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit19_relu1_stage3_unit19_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit20_bn1_stage3_unit20_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit20_bn1_stage3_unit20_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit20_bn1_stage3_unit20_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus34__plus34_DequantizeLinear_SubDeQuant (Sub)", "plus34_quant (QLinearAdd)",
[WARNING]   "plus34__plus34_DequantizeLinear_MulDeQuant (Mul)", "stage3_unit25_bn1 (BatchNorm2D)",
[WARNING]   "stage3_unit20_conv2_quant (QLinearConv)", "stage3_unit20_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit20_relu1_stage3_unit20_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit20_bn2_stage3_unit20_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit20_bn2_stage3_unit20_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit20_relu1 (PRelu)",
[WARNING]   "stage3_unit20_relu1_stage3_unit20_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit20_relu1_stage3_unit20_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit21_bn1_stage3_unit21_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit21_bn1_stage3_unit21_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit21_bn1_stage3_unit21_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus35__plus35_DequantizeLinear_SubDeQuant (Sub)", "plus35_quant (QLinearAdd)",
[WARNING]   "plus35__plus35_DequantizeLinear_MulDeQuant (Mul)", "stage3_unit26_bn1 (BatchNorm2D)",
[WARNING]   "stage3_unit21_conv1_quant (QLinearConv)", "stage3_unit21_conv2_quant (QLinearConv)",
[WARNING]   "stage3_unit21_relu1_stage3_unit21_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit21_bn2_stage3_unit21_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit21_bn2_stage3_unit21_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit21_relu1 (PRelu)",
[WARNING]   "stage3_unit21_relu1_stage3_unit21_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit21_relu1_stage3_unit21_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit22_bn1_stage3_unit22_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit22_bn1_stage3_unit22_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit22_bn1_stage3_unit22_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus36__plus36_DequantizeLinear_SubDeQuant (Sub)", "plus36_quant (QLinearAdd)",
[WARNING]   "plus36__plus36_DequantizeLinear_MulDeQuant (Mul)", "stage3_unit27_bn1 (BatchNorm2D)",
[WARNING]   "stage3_unit22_relu1_stage3_unit22_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit22_relu1_stage3_unit22_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit22_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit22_bn2_stage3_unit22_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit22_bn2_stage3_unit22_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit22_relu1 (PRelu)",
[WARNING]   "stage3_unit22_relu1_stage3_unit22_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit22_conv2_quant (QLinearConv)",
[WARNING]   "stage3_unit23_bn1_stage3_unit23_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit23_bn1_stage3_unit23_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit23_bn1_stage3_unit23_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus37__plus37_DequantizeLinear_SubDeQuant (Sub)", "plus37_quant (QLinearAdd)",
[WARNING]   "plus37__plus37_DequantizeLinear_MulDeQuant (Mul)", "stage3_unit28_bn1 (BatchNorm2D)",
[WARNING]   "stage3_unit23_conv2_quant (QLinearConv)", "stage3_unit23_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit23_relu1_stage3_unit23_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit23_bn2_stage3_unit23_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit23_bn2_stage3_unit23_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit23_relu1 (PRelu)",
[WARNING]   "stage3_unit23_relu1_stage3_unit23_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit23_relu1_stage3_unit23_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit24_bn1_stage3_unit24_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit24_bn1_stage3_unit24_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit24_bn1_stage3_unit24_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus38__plus38_DequantizeLinear_SubDeQuant (Sub)", "plus38_quant (QLinearAdd)",
[WARNING]   "plus38__plus38_DequantizeLinear_MulDeQuant (Mul)", "stage3_unit29_bn1 (BatchNorm2D)",
[WARNING]   "stage3_unit24_conv2_quant (QLinearConv)", "stage3_unit24_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit24_relu1_stage3_unit24_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit24_bn2_stage3_unit24_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit24_bn2_stage3_unit24_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit24_relu1 (PRelu)",
[WARNING]   "stage3_unit24_relu1_stage3_unit24_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit24_relu1_stage3_unit24_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit25_bn1_stage3_unit25_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit25_bn1_stage3_unit25_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit25_bn1_stage3_unit25_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus39__plus39_DequantizeLinear_SubDeQuant (Sub)", "plus39_quant (QLinearAdd)",
[WARNING]   "plus39__plus39_DequantizeLinear_MulDeQuant (Mul)", "stage3_unit30_bn1 (BatchNorm2D)",
[WARNING]   "stage3_unit25_conv1_quant (QLinearConv)", "stage3_unit25_conv2_quant (QLinearConv)",
[WARNING]   "stage3_unit25_relu1_stage3_unit25_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit25_bn2_stage3_unit25_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit25_bn2_stage3_unit25_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit25_relu1 (PRelu)",
[WARNING]   "stage3_unit25_relu1_stage3_unit25_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit25_relu1_stage3_unit25_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit26_bn1_stage3_unit26_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit26_bn1_stage3_unit26_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit26_bn1_stage3_unit26_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus40__plus40_DequantizeLinear_SubDeQuant (Sub)", "plus40_quant (QLinearAdd)",
[WARNING]   "plus40__plus40_DequantizeLinear_MulDeQuant (Mul)", "bn1 (BatchNorm2D)",
[WARNING]   "stage3_unit26_relu1 (PRelu)", "stage3_unit26_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit26_conv2_quant (QLinearConv)",
[WARNING]   "stage3_unit26_bn2_stage3_unit26_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit26_bn2_stage3_unit26_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit26_relu1_stage3_unit26_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit26_relu1_stage3_unit26_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit26_relu1_stage3_unit26_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit27_bn1_stage3_unit27_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit27_bn1_stage3_unit27_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit27_bn1_stage3_unit27_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus41__plus41_DequantizeLinear_SubDeQuant (Sub)", "plus41_quant (QLinearAdd)",
[WARNING]   "plus41__plus41_DequantizeLinear_MulDeQuant (Mul)", "stage4_unit3_bn1 (BatchNorm2D)",
[WARNING]   "stage3_unit27_relu1 (PRelu)", "stage3_unit27_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit27_conv2_quant (QLinearConv)",
[WARNING]   "stage3_unit27_bn2_stage3_unit27_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit27_bn2_stage3_unit27_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit27_relu1_stage3_unit27_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit27_relu1_stage3_unit27_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit27_relu1_stage3_unit27_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit28_bn1_stage3_unit28_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit28_bn1_stage3_unit28_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit28_bn1_stage3_unit28_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus42__plus42_DequantizeLinear_SubDeQuant (Sub)", "plus42_quant (QLinearAdd)",
[WARNING]   "plus42__plus42_DequantizeLinear_MulDeQuant (Mul)", "stage4_unit2_bn1 (BatchNorm2D)",
[WARNING]   "stage3_unit28_conv1_quant (QLinearConv)", "stage3_unit28_conv2_quant (QLinearConv)",
[WARNING]   "stage3_unit28_relu1_stage3_unit28_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit28_bn2_stage3_unit28_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit28_bn2_stage3_unit28_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit28_relu1 (PRelu)",
[WARNING]   "stage3_unit28_relu1_stage3_unit28_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit28_relu1_stage3_unit28_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit29_bn1_stage3_unit29_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit29_bn1_stage3_unit29_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "plus43__plus43_DequantizeLinear_SubDeQuant (Sub)", "plus43_quant (QLinearAdd)",
[WARNING]   "plus43__plus43_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit29_bn1_stage3_unit29_conv1_QuantizeLinear_MulQuant (Mul)", "stage4_unit1_bn1
[WARNING]   (BatchNorm2D)", "stage3_unit29_relu1 (PRelu)", "stage3_unit29_conv2_quant
[WARNING]   (QLinearConv)", "stage3_unit29_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit29_bn2_stage3_unit29_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit29_bn2_stage3_unit29_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit29_relu1_stage3_unit29_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit29_relu1_stage3_unit29_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit29_relu1_stage3_unit29_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit30_bn1_stage3_unit30_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit30_bn1_stage3_unit30_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "plus44__plus44_DequantizeLinear_SubDeQuant (Sub)", "plus44_quant (QLinearAdd)",
[WARNING]   "plus44__plus44_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit30_bn1_stage3_unit30_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit30_relu1 (PRelu)", "stage3_unit30_conv1_quant (QLinearConv)",
[WARNING]   "stage4_unit1_bn1_stage4_unit1_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit30_conv2_quant (QLinearConv)",
[WARNING]   "stage3_unit30_relu1_stage3_unit30_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit30_bn2_stage3_unit30_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit30_bn2_stage3_unit30_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit30_relu1_stage3_unit30_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit30_relu1_stage3_unit30_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "plus45__plus45_DequantizeLinear_SubDeQuant (Sub)", "plus45_quant (QLinearAdd)",
[WARNING]   "plus45__plus45_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage4_unit1_bn1_stage4_unit1_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage4_unit1_bn1_stage4_unit1_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage4_unit1_conv1sc_quant (QLinearConv)", "stage4_unit1_relu1 (PRelu)",
[WARNING]   "stage4_unit1_conv1_quant (QLinearConv)", "stage4_unit1_conv2_quant (QLinearConv)",
[WARNING]   "stage4_unit2_bn1_stage4_unit2_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage4_unit1_relu1_stage4_unit1_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage4_unit1_bn2_stage4_unit1_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage4_unit1_bn2_stage4_unit1_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage4_unit1_relu1_stage4_unit1_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage4_unit1_relu1_stage4_unit1_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage4_unit2_bn1_stage4_unit2_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage4_unit2_bn1_stage4_unit2_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "plus46__plus46_DequantizeLinear_SubDeQuant (Sub)", "plus46_quant (QLinearAdd)",
[WARNING]   "plus46__plus46_DequantizeLinear_MulDeQuant (Mul)", "stage4_unit2_relu1 (PRelu)",
[WARNING]   "stage4_unit2_conv1_quant (QLinearConv)", "stage4_unit2_conv2_quant (QLinearConv)",
[WARNING]   "stage4_unit2_bn2_stage4_unit2_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage4_unit2_bn2_stage4_unit2_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage4_unit2_relu1_stage4_unit2_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage4_unit2_relu1_stage4_unit2_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage4_unit2_relu1_stage4_unit2_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage4_unit3_bn1_stage4_unit3_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage4_unit3_bn1_stage4_unit3_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage4_unit3_bn1_stage4_unit3_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus47__plus47_DequantizeLinear_SubDeQuant (Sub)", "plus47_quant (QLinearAdd)",
[WARNING]   "plus47__plus47_DequantizeLinear_MulDeQuant (Mul)", "stage4_unit3_conv1_quant_convCore
[WARNING]   (PaddedConv2D)", "stage4_unit3_bn2_stage4_unit3_conv1_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "stage4_unit3_bn2_stage4_unit3_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage4_unit3_relu1 (PRelu)",
[WARNING]   "stage4_unit3_relu1_stage4_unit3_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage4_unit3_relu1_stage4_unit3_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage4_unit3_relu1_stage4_unit3_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage4_unit3_conv2_quant_convCore (PaddedConv2D)", "plus48_quant (QLinearAdd)",
[WARNING]   "plus48__plus48_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "plus48__plus48_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "flatten_1127_pre_fc1_MatMul_QuantizeLinear_AddQuant (Add)",
[WARNING]   "flatten_1127_pre_fc1_MatMul_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "flatten_1127_pre_fc1_MatMul_QuantizeLinear_MulQuant (Mul)", "pre_fc1_MatMul_quant
[WARNING]   (QLinearMatMul)", "pre_fc1_Add_quant (QLinearAdd)",
[WARNING]   "pre_fc1_pre_fc1_Add_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "pre_fc1_pre_fc1_Add_DequantizeLinear_SubDeQuant (Sub)"].
[WARNING] - GenericOperator: cannot compute output dims, no ComputeDimsFunc function provided.
[WARNING] - GenericOperator: cannot compute output dims, no ComputeDimsFunc function provided.
[WARNING] - GenericOperator: cannot compute output dims, no ComputeDimsFunc function provided.
[WARNING] - Unable to forward dimensions (circular dependency and/or wrong dimensions and/or data
[WARNING]   dependent dimension?). Unable to compute output dims for nodes ["stage1_unit2_bn1
[WARNING]   (BatchNorm2D)", "stage1_unit3_bn1 (BatchNorm2D)", "stage2_unit4_bn1 (BatchNorm2D)",
[WARNING]   "stage2_unit3_bn1 (BatchNorm2D)", "stage3_unit9_bn1 (BatchNorm2D)", "stage1_unit1_bn1
[WARNING]   (BatchNorm2D)", "stage2_unit2_bn1 (BatchNorm2D)",
[WARNING]   "relu0_stage1_unit1_conv1sc_QuantizeLinear_AddQuant (Add)",
[WARNING]   "relu0_stage1_unit1_conv1sc_QuantizeLinear_ClipQuant (Clip)", "relu0 (PRelu)",
[WARNING]   "conv0_quant (QLinearConv)", "bn0_conv0_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "bn0_conv0_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "relu0_stage1_unit1_conv1sc_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage1_unit1_bn1_stage1_unit1_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage1_unit1_bn1_stage1_unit1_conv1_QuantizeLinear_AddQuant (Add)", "stage2_unit5_bn1
[WARNING]   (BatchNorm2D)", "stage1_unit1_conv1_quant (QLinearConv)",
[WARNING]   "stage1_unit1_bn2_stage1_unit1_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage1_unit1_bn1_stage1_unit1_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage1_unit1_relu1_stage1_unit1_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage1_unit1_bn2_stage1_unit1_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage1_unit1_conv1sc_quant (QLinearConv)", "stage1_unit1_relu1 (PRelu)",
[WARNING]   "stage1_unit1_relu1_stage1_unit1_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage1_unit1_relu1_stage1_unit1_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage1_unit2_bn1_stage1_unit2_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage1_unit2_bn1_stage1_unit2_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage1_unit1_conv2_quant (QLinearConv)", "plus0__plus0_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "plus0_quant (QLinearAdd)", "plus0__plus0_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage1_unit2_bn1_stage1_unit2_conv1_QuantizeLinear_MulQuant (Mul)", "stage2_unit1_bn1
[WARNING]   (BatchNorm2D)", "stage1_unit2_relu1 (PRelu)", "stage1_unit2_conv1_quant (QLinearConv)",
[WARNING]   "stage1_unit2_bn2_stage1_unit2_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage1_unit2_bn2_stage1_unit2_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage1_unit2_relu1_stage1_unit2_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage1_unit2_relu1_stage1_unit2_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage1_unit2_relu1_stage1_unit2_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage1_unit3_bn1_stage1_unit3_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage1_unit3_bn1_stage1_unit3_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage1_unit2_conv2_quant (QLinearConv)", "plus1__plus1_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "plus1_quant (QLinearAdd)", "plus1__plus1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage1_unit3_bn1_stage1_unit3_conv1_QuantizeLinear_MulQuant (Mul)", "stage3_unit5_bn1
[WARNING]   (BatchNorm2D)", "stage2_unit1_bn1_stage2_unit1_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage1_unit3_relu1_stage1_unit3_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage1_unit3_conv1_quant (QLinearConv)",
[WARNING]   "stage1_unit3_bn2_stage1_unit3_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage1_unit3_bn2_stage1_unit3_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage1_unit3_relu1 (PRelu)",
[WARNING]   "stage1_unit3_relu1_stage1_unit3_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage1_unit3_relu1_stage1_unit3_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage1_unit3_conv2_quant (QLinearConv)", "plus2__plus2_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "plus2_quant (QLinearAdd)", "plus2__plus2_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit1_bn1_stage2_unit1_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit1_bn1_stage2_unit1_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit1_conv1sc_quant (QLinearConv)", "stage2_unit6_bn1 (BatchNorm2D)",
[WARNING]   "stage2_unit1_relu1_stage2_unit1_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit1_conv1_quant (QLinearConv)",
[WARNING]   "stage2_unit1_bn2_stage2_unit1_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit1_bn2_stage2_unit1_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage2_unit1_relu1 (PRelu)",
[WARNING]   "stage2_unit1_relu1_stage2_unit1_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit1_relu1_stage2_unit1_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit2_bn1_stage2_unit2_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit2_bn1_stage2_unit2_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit2_bn1_stage2_unit2_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit1_conv2_quant (QLinearConv)", "plus3__plus3_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "plus3_quant (QLinearAdd)", "plus3__plus3_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit7_bn1 (BatchNorm2D)", "stage2_unit2_conv1_quant (QLinearConv)",
[WARNING]   "stage2_unit2_relu1_stage2_unit2_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit2_bn2_stage2_unit2_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit2_bn2_stage2_unit2_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage2_unit2_relu1 (PRelu)",
[WARNING]   "stage2_unit2_relu1_stage2_unit2_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit2_relu1_stage2_unit2_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit3_bn1_stage2_unit3_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit2_conv2_quant (QLinearConv)", "plus4__plus4_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "stage2_unit3_bn1_stage2_unit3_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus4_quant (QLinearAdd)", "plus4__plus4_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit8_bn1 (BatchNorm2D)",
[WARNING]   "stage2_unit3_bn1_stage2_unit3_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit3_relu1_stage2_unit3_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit3_conv1_quant (QLinearConv)",
[WARNING]   "stage2_unit3_bn2_stage2_unit3_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit3_bn2_stage2_unit3_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage2_unit3_relu1 (PRelu)",
[WARNING]   "stage2_unit3_relu1_stage2_unit3_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit3_relu1_stage2_unit3_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit4_bn1_stage2_unit4_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit4_bn1_stage2_unit4_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit4_bn1_stage2_unit4_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit3_conv2_quant (QLinearConv)", "plus5__plus5_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "plus5_quant (QLinearAdd)", "plus5__plus5_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit9_bn1 (BatchNorm2D)",
[WARNING]   "stage2_unit4_relu1_stage2_unit4_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit4_conv1_quant (QLinearConv)",
[WARNING]   "stage2_unit4_bn2_stage2_unit4_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit4_bn2_stage2_unit4_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage2_unit4_relu1 (PRelu)",
[WARNING]   "stage2_unit4_relu1_stage2_unit4_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit4_relu1_stage2_unit4_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit5_bn1_stage2_unit5_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit5_bn1_stage2_unit5_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit5_bn1_stage2_unit5_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit4_conv2_quant (QLinearConv)", "plus6__plus6_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "plus6_quant (QLinearAdd)", "plus6__plus6_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit10_bn1 (BatchNorm2D)",
[WARNING]   "stage2_unit5_relu1_stage2_unit5_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit5_conv1_quant (QLinearConv)",
[WARNING]   "stage2_unit5_bn2_stage2_unit5_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit5_bn2_stage2_unit5_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage2_unit5_relu1 (PRelu)",
[WARNING]   "stage2_unit5_relu1_stage2_unit5_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit5_relu1_stage2_unit5_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit6_bn1_stage2_unit6_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit6_bn1_stage2_unit6_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit6_bn1_stage2_unit6_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit5_conv2_quant (QLinearConv)", "plus7__plus7_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "plus7_quant (QLinearAdd)", "plus7__plus7_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit11_bn1 (BatchNorm2D)", "stage2_unit6_conv1_quant (QLinearConv)",
[WARNING]   "stage2_unit6_bn2_stage2_unit6_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit6_bn2_stage2_unit6_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage2_unit6_relu1 (PRelu)",
[WARNING]   "stage2_unit6_relu1_stage2_unit6_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit6_relu1_stage2_unit6_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit6_relu1_stage2_unit6_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit7_bn1_stage2_unit7_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit7_bn1_stage2_unit7_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit6_conv2_quant (QLinearConv)", "plus8__plus8_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "stage2_unit7_bn1_stage2_unit7_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus8_quant (QLinearAdd)", "plus8__plus8_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit12_bn1 (BatchNorm2D)", "stage2_unit7_relu1 (PRelu)",
[WARNING]   "stage2_unit7_conv1_quant (QLinearConv)",
[WARNING]   "stage2_unit7_bn2_stage2_unit7_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit7_bn2_stage2_unit7_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage2_unit7_relu1_stage2_unit7_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit7_relu1_stage2_unit7_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit7_relu1_stage2_unit7_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit8_bn1_stage2_unit8_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit8_bn1_stage2_unit8_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit7_conv2_quant (QLinearConv)", "plus9__plus9_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "plus9_quant (QLinearAdd)", "plus9__plus9_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit8_bn1_stage2_unit8_conv1_QuantizeLinear_MulQuant (Mul)", "stage2_unit13_bn1
[WARNING]   (BatchNorm2D)", "stage2_unit8_relu1_stage2_unit8_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit8_conv1_quant (QLinearConv)",
[WARNING]   "stage2_unit8_bn2_stage2_unit8_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit8_bn2_stage2_unit8_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage2_unit8_relu1 (PRelu)",
[WARNING]   "stage2_unit8_relu1_stage2_unit8_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit8_relu1_stage2_unit8_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit9_bn1_stage2_unit9_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit9_bn1_stage2_unit9_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit8_conv2_quant (QLinearConv)", "plus10__plus10_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "stage2_unit9_bn1_stage2_unit9_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus10_quant (QLinearAdd)", "plus10__plus10_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit4_bn1 (BatchNorm2D)", "stage2_unit9_relu1 (PRelu)",
[WARNING]   "stage2_unit9_relu1_stage2_unit9_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit9_conv1_quant (QLinearConv)",
[WARNING]   "stage2_unit9_bn2_stage2_unit9_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit9_bn2_stage2_unit9_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage2_unit9_relu1_stage2_unit9_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit9_relu1_stage2_unit9_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit10_bn1_stage2_unit10_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit10_bn1_stage2_unit10_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit10_bn1_stage2_unit10_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit9_conv2_quant (QLinearConv)", "plus11__plus11_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "plus11_quant (QLinearAdd)", "plus11__plus11_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit3_bn1 (BatchNorm2D)", "stage2_unit10_relu1 (PRelu)",
[WARNING]   "stage2_unit10_conv1_quant (QLinearConv)",
[WARNING]   "stage2_unit10_bn2_stage2_unit10_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit10_bn2_stage2_unit10_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage2_unit10_relu1_stage2_unit10_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit10_relu1_stage2_unit10_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit10_relu1_stage2_unit10_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit11_bn1_stage2_unit11_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit11_bn1_stage2_unit11_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit10_conv2_quant (QLinearConv)", "plus12__plus12_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "stage2_unit11_bn1_stage2_unit11_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus12_quant (QLinearAdd)", "plus12__plus12_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit2_bn1 (BatchNorm2D)", "stage2_unit11_relu1 (PRelu)",
[WARNING]   "stage2_unit11_conv1_quant (QLinearConv)",
[WARNING]   "stage2_unit11_relu1_stage2_unit11_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit11_bn2_stage2_unit11_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit11_bn2_stage2_unit11_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage2_unit11_relu1_stage2_unit11_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit11_relu1_stage2_unit11_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit12_bn1_stage2_unit12_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit12_bn1_stage2_unit12_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit12_bn1_stage2_unit12_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit11_conv2_quant (QLinearConv)", "plus13__plus13_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "plus13_quant (QLinearAdd)", "plus13__plus13_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit1_bn1 (BatchNorm2D)",
[WARNING]   "stage2_unit12_relu1_stage2_unit12_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit12_conv1_quant (QLinearConv)",
[WARNING]   "stage2_unit12_bn2_stage2_unit12_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit12_bn2_stage2_unit12_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage2_unit12_relu1 (PRelu)",
[WARNING]   "stage2_unit12_relu1_stage2_unit12_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit12_relu1_stage2_unit12_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit13_bn1_stage2_unit13_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit13_bn1_stage2_unit13_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit12_conv2_quant (QLinearConv)", "plus14__plus14_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "stage2_unit13_bn1_stage2_unit13_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus14_quant (QLinearAdd)", "plus14__plus14_DequantizeLinear_MulDeQuant (Mul)", "fc1
[WARNING]   (BatchNorm2D)", "stage2_unit13_relu1 (PRelu)",
[WARNING]   "stage3_unit1_bn1_stage3_unit1_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit13_relu1_stage2_unit13_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage2_unit13_conv1_quant (QLinearConv)",
[WARNING]   "stage2_unit13_bn2_stage2_unit13_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage2_unit13_bn2_stage2_unit13_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage2_unit13_relu1_stage2_unit13_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage2_unit13_relu1_stage2_unit13_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage2_unit13_conv2_quant (QLinearConv)", "plus15__plus15_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "plus15_quant (QLinearAdd)", "plus15__plus15_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit1_bn1_stage3_unit1_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit1_bn1_stage3_unit1_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit1_conv1sc_quant (QLinearConv)", "stage3_unit6_bn1 (BatchNorm2D)",
[WARNING]   "stage3_unit1_relu1 (PRelu)", "stage3_unit1_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit1_relu1_stage3_unit1_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit1_bn2_stage3_unit1_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit1_bn2_stage3_unit1_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit1_relu1_stage3_unit1_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit1_relu1_stage3_unit1_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit2_bn1_stage3_unit2_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit2_bn1_stage3_unit2_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit2_bn1_stage3_unit2_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit1_conv2_quant (QLinearConv)", "plus16__plus16_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "plus16_quant (QLinearAdd)", "plus16__plus16_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit7_bn1 (BatchNorm2D)", "stage3_unit2_relu1 (PRelu)",
[WARNING]   "stage3_unit2_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit2_bn2_stage3_unit2_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit2_bn2_stage3_unit2_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit2_relu1_stage3_unit2_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit2_relu1_stage3_unit2_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit2_relu1_stage3_unit2_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit3_bn1_stage3_unit3_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit3_bn1_stage3_unit3_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit2_conv2_quant (QLinearConv)", "plus17__plus17_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "stage3_unit3_bn1_stage3_unit3_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus17_quant (QLinearAdd)", "plus17__plus17_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit8_bn1 (BatchNorm2D)",
[WARNING]   "stage3_unit3_relu1_stage3_unit3_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit3_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit3_bn2_stage3_unit3_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit3_bn2_stage3_unit3_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit3_relu1 (PRelu)",
[WARNING]   "stage3_unit3_relu1_stage3_unit3_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit3_relu1_stage3_unit3_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit4_bn1_stage3_unit4_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit4_bn1_stage3_unit4_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit4_bn1_stage3_unit4_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit3_conv2_quant (QLinearConv)", "plus18__plus18_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "plus18_quant (QLinearAdd)", "plus18__plus18_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit4_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit4_relu1_stage3_unit4_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit4_bn2_stage3_unit4_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit4_bn2_stage3_unit4_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit4_relu1 (PRelu)",
[WARNING]   "stage3_unit4_relu1_stage3_unit4_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit4_relu1_stage3_unit4_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit5_bn1_stage3_unit5_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit5_bn1_stage3_unit5_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit5_bn1_stage3_unit5_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit4_conv2_quant (QLinearConv)", "plus19__plus19_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "plus19_quant (QLinearAdd)", "plus19__plus19_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit10_bn1 (BatchNorm2D)", "stage3_unit5_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit5_relu1_stage3_unit5_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit5_bn2_stage3_unit5_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit5_bn2_stage3_unit5_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit5_relu1 (PRelu)",
[WARNING]   "stage3_unit5_relu1_stage3_unit5_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit5_relu1_stage3_unit5_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit6_bn1_stage3_unit6_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit6_bn1_stage3_unit6_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit5_conv2_quant (QLinearConv)", "plus20__plus20_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "stage3_unit6_bn1_stage3_unit6_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus20_quant (QLinearAdd)", "plus20__plus20_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit11_bn1 (BatchNorm2D)", "stage3_unit6_relu1 (PRelu)",
[WARNING]   "stage3_unit6_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit6_bn2_stage3_unit6_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit6_bn2_stage3_unit6_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit6_relu1_stage3_unit6_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit6_relu1_stage3_unit6_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit6_relu1_stage3_unit6_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit7_bn1_stage3_unit7_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit7_bn1_stage3_unit7_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit6_conv2_quant (QLinearConv)", "plus21__plus21_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "stage3_unit7_bn1_stage3_unit7_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus21_quant (QLinearAdd)", "plus21__plus21_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit12_bn1 (BatchNorm2D)", "stage3_unit7_relu1 (PRelu)",
[WARNING]   "stage3_unit7_conv2_quant (QLinearConv)", "stage3_unit7_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit7_relu1_stage3_unit7_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit7_bn2_stage3_unit7_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit7_bn2_stage3_unit7_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit7_relu1_stage3_unit7_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit7_relu1_stage3_unit7_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit8_bn1_stage3_unit8_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit8_bn1_stage3_unit8_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "plus22__plus22_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit8_bn1_stage3_unit8_conv1_QuantizeLinear_MulQuant (Mul)", "plus22_quant
[WARNING]   (QLinearAdd)", "plus22__plus22_DequantizeLinear_MulDeQuant (Mul)", "stage3_unit13_bn1
[WARNING]   (BatchNorm2D)", "stage3_unit8_relu1 (PRelu)", "stage3_unit8_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit8_relu1_stage3_unit8_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit8_bn2_stage3_unit8_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit8_bn2_stage3_unit8_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit8_relu1_stage3_unit8_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit8_relu1_stage3_unit8_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit9_bn1_stage3_unit9_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit9_bn1_stage3_unit9_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit8_conv2_quant (QLinearConv)", "plus23__plus23_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "stage3_unit9_bn1_stage3_unit9_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus23_quant (QLinearAdd)", "plus23__plus23_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit14_bn1 (BatchNorm2D)",
[WARNING]   "stage3_unit9_relu1_stage3_unit9_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit9_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit9_bn2_stage3_unit9_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit9_bn2_stage3_unit9_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit9_relu1 (PRelu)",
[WARNING]   "stage3_unit9_relu1_stage3_unit9_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit9_relu1_stage3_unit9_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit10_bn1_stage3_unit10_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit10_bn1_stage3_unit10_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit9_conv2_quant (QLinearConv)", "plus24__plus24_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "stage3_unit10_bn1_stage3_unit10_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus24_quant (QLinearAdd)", "plus24__plus24_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit15_bn1 (BatchNorm2D)", "stage3_unit10_relu1 (PRelu)",
[WARNING]   "stage3_unit10_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit10_bn2_stage3_unit10_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit10_bn2_stage3_unit10_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit10_relu1_stage3_unit10_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit10_relu1_stage3_unit10_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit10_relu1_stage3_unit10_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit11_bn1_stage3_unit11_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit11_bn1_stage3_unit11_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit10_conv2_quant (QLinearConv)", "plus25__plus25_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "stage3_unit11_bn1_stage3_unit11_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus25_quant (QLinearAdd)", "plus25__plus25_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit16_bn1 (BatchNorm2D)", "stage3_unit11_relu1 (PRelu)",
[WARNING]   "stage3_unit11_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit11_bn2_stage3_unit11_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit11_bn2_stage3_unit11_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit11_relu1_stage3_unit11_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit11_relu1_stage3_unit11_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit11_relu1_stage3_unit11_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit12_bn1_stage3_unit12_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit12_bn1_stage3_unit12_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit11_conv2_quant (QLinearConv)", "plus26__plus26_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "stage3_unit12_bn1_stage3_unit12_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus26_quant (QLinearAdd)", "plus26__plus26_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit17_bn1 (BatchNorm2D)", "stage3_unit12_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit12_relu1_stage3_unit12_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit12_bn2_stage3_unit12_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit12_bn2_stage3_unit12_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit12_relu1 (PRelu)",
[WARNING]   "stage3_unit12_relu1_stage3_unit12_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit12_relu1_stage3_unit12_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit13_bn1_stage3_unit13_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit13_bn1_stage3_unit13_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit12_conv2_quant (QLinearConv)", "plus27__plus27_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "stage3_unit13_bn1_stage3_unit13_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus27_quant (QLinearAdd)", "plus27__plus27_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit18_bn1 (BatchNorm2D)", "stage3_unit13_conv2_quant (QLinearConv)",
[WARNING]   "stage3_unit13_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit13_relu1_stage3_unit13_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit13_bn2_stage3_unit13_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit13_bn2_stage3_unit13_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit13_relu1 (PRelu)",
[WARNING]   "stage3_unit13_relu1_stage3_unit13_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit13_relu1_stage3_unit13_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit14_bn1_stage3_unit14_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit14_bn1_stage3_unit14_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit14_bn1_stage3_unit14_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus28__plus28_DequantizeLinear_SubDeQuant (Sub)", "plus28_quant (QLinearAdd)",
[WARNING]   "plus28__plus28_DequantizeLinear_MulDeQuant (Mul)", "stage3_unit19_bn1 (BatchNorm2D)",
[WARNING]   "stage3_unit14_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit14_relu1_stage3_unit14_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit14_bn2_stage3_unit14_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit14_bn2_stage3_unit14_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit14_relu1 (PRelu)",
[WARNING]   "stage3_unit14_relu1_stage3_unit14_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit14_relu1_stage3_unit14_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit15_bn1_stage3_unit15_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit15_bn1_stage3_unit15_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit14_conv2_quant (QLinearConv)", "plus29__plus29_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "stage3_unit15_bn1_stage3_unit15_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus29_quant (QLinearAdd)", "plus29__plus29_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit20_bn1 (BatchNorm2D)", "stage3_unit15_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit15_relu1_stage3_unit15_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit15_bn2_stage3_unit15_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit15_bn2_stage3_unit15_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit15_relu1 (PRelu)",
[WARNING]   "stage3_unit15_relu1_stage3_unit15_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit15_relu1_stage3_unit15_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit16_bn1_stage3_unit16_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit16_bn1_stage3_unit16_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit15_conv2_quant (QLinearConv)", "plus30__plus30_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "stage3_unit16_bn1_stage3_unit16_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus30_quant (QLinearAdd)", "plus30__plus30_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit21_bn1 (BatchNorm2D)", "stage3_unit16_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit16_relu1_stage3_unit16_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit16_bn2_stage3_unit16_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit16_bn2_stage3_unit16_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit16_relu1 (PRelu)",
[WARNING]   "stage3_unit16_relu1_stage3_unit16_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit16_relu1_stage3_unit16_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit17_bn1_stage3_unit17_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit17_bn1_stage3_unit17_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit16_conv2_quant (QLinearConv)", "plus31__plus31_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "stage3_unit17_bn1_stage3_unit17_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus31_quant (QLinearAdd)", "plus31__plus31_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit22_bn1 (BatchNorm2D)", "stage3_unit17_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit17_relu1_stage3_unit17_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit17_bn2_stage3_unit17_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit17_bn2_stage3_unit17_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit17_relu1 (PRelu)",
[WARNING]   "stage3_unit17_relu1_stage3_unit17_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit17_relu1_stage3_unit17_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit18_bn1_stage3_unit18_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit18_bn1_stage3_unit18_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit17_conv2_quant (QLinearConv)", "plus32__plus32_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "plus32_quant (QLinearAdd)", "plus32__plus32_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit18_bn1_stage3_unit18_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit23_bn1 (BatchNorm2D)", "stage3_unit18_relu1 (PRelu)",
[WARNING]   "stage3_unit18_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit18_bn2_stage3_unit18_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit18_bn2_stage3_unit18_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit18_relu1_stage3_unit18_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit18_relu1_stage3_unit18_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit18_relu1_stage3_unit18_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit19_bn1_stage3_unit19_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit19_bn1_stage3_unit19_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit18_conv2_quant (QLinearConv)", "plus33__plus33_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "plus33_quant (QLinearAdd)", "plus33__plus33_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit19_bn1_stage3_unit19_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit24_bn1 (BatchNorm2D)", "stage3_unit19_conv2_quant (QLinearConv)",
[WARNING]   "stage3_unit19_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit19_relu1_stage3_unit19_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit19_bn2_stage3_unit19_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit19_bn2_stage3_unit19_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit19_relu1 (PRelu)",
[WARNING]   "stage3_unit19_relu1_stage3_unit19_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit19_relu1_stage3_unit19_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit20_bn1_stage3_unit20_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit20_bn1_stage3_unit20_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit20_bn1_stage3_unit20_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus34__plus34_DequantizeLinear_SubDeQuant (Sub)", "plus34_quant (QLinearAdd)",
[WARNING]   "plus34__plus34_DequantizeLinear_MulDeQuant (Mul)", "stage3_unit25_bn1 (BatchNorm2D)",
[WARNING]   "stage3_unit20_conv2_quant (QLinearConv)", "stage3_unit20_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit20_relu1_stage3_unit20_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit20_bn2_stage3_unit20_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit20_bn2_stage3_unit20_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit20_relu1 (PRelu)",
[WARNING]   "stage3_unit20_relu1_stage3_unit20_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit20_relu1_stage3_unit20_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit21_bn1_stage3_unit21_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit21_bn1_stage3_unit21_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit21_bn1_stage3_unit21_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus35__plus35_DequantizeLinear_SubDeQuant (Sub)", "plus35_quant (QLinearAdd)",
[WARNING]   "plus35__plus35_DequantizeLinear_MulDeQuant (Mul)", "stage3_unit26_bn1 (BatchNorm2D)",
[WARNING]   "stage3_unit21_conv1_quant (QLinearConv)", "stage3_unit21_conv2_quant (QLinearConv)",
[WARNING]   "stage3_unit21_relu1_stage3_unit21_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit21_bn2_stage3_unit21_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit21_bn2_stage3_unit21_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit21_relu1 (PRelu)",
[WARNING]   "stage3_unit21_relu1_stage3_unit21_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit21_relu1_stage3_unit21_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit22_bn1_stage3_unit22_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit22_bn1_stage3_unit22_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit22_bn1_stage3_unit22_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus36__plus36_DequantizeLinear_SubDeQuant (Sub)", "plus36_quant (QLinearAdd)",
[WARNING]   "plus36__plus36_DequantizeLinear_MulDeQuant (Mul)", "stage3_unit27_bn1 (BatchNorm2D)",
[WARNING]   "stage3_unit22_relu1_stage3_unit22_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit22_relu1_stage3_unit22_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit22_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit22_bn2_stage3_unit22_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit22_bn2_stage3_unit22_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit22_relu1 (PRelu)",
[WARNING]   "stage3_unit22_relu1_stage3_unit22_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit22_conv2_quant (QLinearConv)",
[WARNING]   "stage3_unit23_bn1_stage3_unit23_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit23_bn1_stage3_unit23_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit23_bn1_stage3_unit23_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus37__plus37_DequantizeLinear_SubDeQuant (Sub)", "plus37_quant (QLinearAdd)",
[WARNING]   "plus37__plus37_DequantizeLinear_MulDeQuant (Mul)", "stage3_unit28_bn1 (BatchNorm2D)",
[WARNING]   "stage3_unit23_conv2_quant (QLinearConv)", "stage3_unit23_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit23_relu1_stage3_unit23_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit23_bn2_stage3_unit23_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit23_bn2_stage3_unit23_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit23_relu1 (PRelu)",
[WARNING]   "stage3_unit23_relu1_stage3_unit23_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit23_relu1_stage3_unit23_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit24_bn1_stage3_unit24_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit24_bn1_stage3_unit24_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit24_bn1_stage3_unit24_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus38__plus38_DequantizeLinear_SubDeQuant (Sub)", "plus38_quant (QLinearAdd)",
[WARNING]   "plus38__plus38_DequantizeLinear_MulDeQuant (Mul)", "stage3_unit29_bn1 (BatchNorm2D)",
[WARNING]   "stage3_unit24_conv2_quant (QLinearConv)", "stage3_unit24_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit24_relu1_stage3_unit24_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit24_bn2_stage3_unit24_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit24_bn2_stage3_unit24_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit24_relu1 (PRelu)",
[WARNING]   "stage3_unit24_relu1_stage3_unit24_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit24_relu1_stage3_unit24_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit25_bn1_stage3_unit25_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit25_bn1_stage3_unit25_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit25_bn1_stage3_unit25_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus39__plus39_DequantizeLinear_SubDeQuant (Sub)", "plus39_quant (QLinearAdd)",
[WARNING]   "plus39__plus39_DequantizeLinear_MulDeQuant (Mul)", "stage3_unit30_bn1 (BatchNorm2D)",
[WARNING]   "stage3_unit25_conv1_quant (QLinearConv)", "stage3_unit25_conv2_quant (QLinearConv)",
[WARNING]   "stage3_unit25_relu1_stage3_unit25_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit25_bn2_stage3_unit25_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit25_bn2_stage3_unit25_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit25_relu1 (PRelu)",
[WARNING]   "stage3_unit25_relu1_stage3_unit25_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit25_relu1_stage3_unit25_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit26_bn1_stage3_unit26_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit26_bn1_stage3_unit26_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit26_bn1_stage3_unit26_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus40__plus40_DequantizeLinear_SubDeQuant (Sub)", "plus40_quant (QLinearAdd)",
[WARNING]   "plus40__plus40_DequantizeLinear_MulDeQuant (Mul)", "bn1 (BatchNorm2D)",
[WARNING]   "stage3_unit26_relu1 (PRelu)", "stage3_unit26_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit26_conv2_quant (QLinearConv)",
[WARNING]   "stage3_unit26_bn2_stage3_unit26_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit26_bn2_stage3_unit26_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit26_relu1_stage3_unit26_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit26_relu1_stage3_unit26_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit26_relu1_stage3_unit26_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit27_bn1_stage3_unit27_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit27_bn1_stage3_unit27_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit27_bn1_stage3_unit27_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus41__plus41_DequantizeLinear_SubDeQuant (Sub)", "plus41_quant (QLinearAdd)",
[WARNING]   "plus41__plus41_DequantizeLinear_MulDeQuant (Mul)", "stage4_unit3_bn1 (BatchNorm2D)",
[WARNING]   "stage3_unit27_relu1 (PRelu)", "stage3_unit27_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit27_conv2_quant (QLinearConv)",
[WARNING]   "stage3_unit27_bn2_stage3_unit27_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit27_bn2_stage3_unit27_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit27_relu1_stage3_unit27_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit27_relu1_stage3_unit27_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit27_relu1_stage3_unit27_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit28_bn1_stage3_unit28_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit28_bn1_stage3_unit28_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit28_bn1_stage3_unit28_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus42__plus42_DequantizeLinear_SubDeQuant (Sub)", "plus42_quant (QLinearAdd)",
[WARNING]   "plus42__plus42_DequantizeLinear_MulDeQuant (Mul)", "stage4_unit2_bn1 (BatchNorm2D)",
[WARNING]   "stage3_unit28_conv1_quant (QLinearConv)", "stage3_unit28_conv2_quant (QLinearConv)",
[WARNING]   "stage3_unit28_relu1_stage3_unit28_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit28_bn2_stage3_unit28_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit28_bn2_stage3_unit28_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit28_relu1 (PRelu)",
[WARNING]   "stage3_unit28_relu1_stage3_unit28_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit28_relu1_stage3_unit28_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit29_bn1_stage3_unit29_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit29_bn1_stage3_unit29_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "plus43__plus43_DequantizeLinear_SubDeQuant (Sub)", "plus43_quant (QLinearAdd)",
[WARNING]   "plus43__plus43_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit29_bn1_stage3_unit29_conv1_QuantizeLinear_MulQuant (Mul)", "stage4_unit1_bn1
[WARNING]   (BatchNorm2D)", "stage3_unit29_relu1 (PRelu)", "stage3_unit29_conv2_quant
[WARNING]   (QLinearConv)", "stage3_unit29_conv1_quant (QLinearConv)",
[WARNING]   "stage3_unit29_bn2_stage3_unit29_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit29_bn2_stage3_unit29_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit29_relu1_stage3_unit29_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit29_relu1_stage3_unit29_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit29_relu1_stage3_unit29_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage3_unit30_bn1_stage3_unit30_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit30_bn1_stage3_unit30_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "plus44__plus44_DequantizeLinear_SubDeQuant (Sub)", "plus44_quant (QLinearAdd)",
[WARNING]   "plus44__plus44_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit30_bn1_stage3_unit30_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit30_relu1 (PRelu)", "stage3_unit30_conv1_quant (QLinearConv)",
[WARNING]   "stage4_unit1_bn1_stage4_unit1_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit30_conv2_quant (QLinearConv)",
[WARNING]   "stage3_unit30_relu1_stage3_unit30_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage3_unit30_bn2_stage3_unit30_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage3_unit30_bn2_stage3_unit30_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage3_unit30_relu1_stage3_unit30_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage3_unit30_relu1_stage3_unit30_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "plus45__plus45_DequantizeLinear_SubDeQuant (Sub)", "plus45_quant (QLinearAdd)",
[WARNING]   "plus45__plus45_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage4_unit1_bn1_stage4_unit1_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage4_unit1_bn1_stage4_unit1_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage4_unit1_conv1sc_quant (QLinearConv)", "stage4_unit1_relu1 (PRelu)",
[WARNING]   "stage4_unit1_conv1_quant (QLinearConv)", "stage4_unit1_conv2_quant (QLinearConv)",
[WARNING]   "stage4_unit2_bn1_stage4_unit2_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage4_unit1_relu1_stage4_unit1_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage4_unit1_bn2_stage4_unit1_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage4_unit1_bn2_stage4_unit1_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage4_unit1_relu1_stage4_unit1_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage4_unit1_relu1_stage4_unit1_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage4_unit2_bn1_stage4_unit2_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage4_unit2_bn1_stage4_unit2_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "plus46__plus46_DequantizeLinear_SubDeQuant (Sub)", "plus46_quant (QLinearAdd)",
[WARNING]   "plus46__plus46_DequantizeLinear_MulDeQuant (Mul)", "stage4_unit2_relu1 (PRelu)",
[WARNING]   "stage4_unit2_conv1_quant (QLinearConv)", "stage4_unit2_conv2_quant (QLinearConv)",
[WARNING]   "stage4_unit2_bn2_stage4_unit2_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage4_unit2_bn2_stage4_unit2_conv1_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "stage4_unit2_relu1_stage4_unit2_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage4_unit2_relu1_stage4_unit2_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage4_unit2_relu1_stage4_unit2_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage4_unit3_bn1_stage4_unit3_conv1_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage4_unit3_bn1_stage4_unit3_conv1_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage4_unit3_bn1_stage4_unit3_conv1_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "plus47__plus47_DequantizeLinear_SubDeQuant (Sub)", "plus47_quant (QLinearAdd)",
[WARNING]   "plus47__plus47_DequantizeLinear_MulDeQuant (Mul)", "stage4_unit3_conv1_quant_Node(name='stage2_unit3_bn1_beta', optype='Producer', children: [[1]])
  Node(name='stage3_unit14_relu1_stage3_unit14_conv2_QuantizeLinear_RoundQuant', optype='Round', parents: [1], children: [[1]])
  Node(name='stage2_unit3_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='stage3_unit27_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='stage4_unit2_bn1_beta', optype='Producer', children: [[1]])
  Node(name='plus15__plus15_DequantizeLinear_SubDeQuant', optype='Sub', parents: [1, 1], children: [[1]])
  Node(name='stage3_unit14_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='stage2_unit12_bn2_stage2_unit12_conv1_DequantizeLinear_MulDeQuant', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='stage3_unit15_bn1_beta', optype='Producer', children: [[1]])
  Node(name='ScalingFactor_53', optype='Producer', children: [[1]])
  Node(name='slope839', optype='Producer', children: [[1]])
  Node(name='slope238', optype='Producer', children: [[1]])
  Node(name='stage3_unit1_bn2_stage3_unit1_conv1_DequantizeLinear_CastIn', optype='Cast', parents: [1], children: [[1]])
  Node(name='stage2_unit2_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='ZeroPoint_31', optype='Producer', children: [[1]])
  Node(name='stage2_unit2_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='ScalingFactor_40', optype='Producer', children: [[1]])
  Node(name='stage2_unit2_bn1_beta', optype='Producer', children: [[1]])
  Node(name='stage3_unit2_bn2_stage3_unit2_conv1_DequantizeLinear_MulDeQuant', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='stage2_unit2_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='slope861', optype='Producer', children: [[1]])
  Node(name='plus15_quant', optype='QLinearAdd', parents: [1, 1, 1, 1, 1, 1, 1, 1], children: [[1, 1]])
  Node(name='stage3_unit14_bn2_stage3_unit14_conv1_DequantizeLinear_SubDeQuant', optype='Sub', parents: [1, 1], children: [[1]])
  Node(name='stage1_unit2_bn1_beta', optype='Producer', children: [[1]])
  Node(name='stage2_unit12_conv1_quant', optype='QLinearConv', parents: [1, 1, 1, 1, 1, 1, 1, 1, 1], children: [[1]])
  Node(name='bn1_beta', optype='Producer', children: [[1]])
  Node(name='stage3_unit15_relu1', optype='PRelu', parents: [1, 1], children: [[1]])
  Node(name='stage4_unit2_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='stage3_unit4_bn1_stage3_unit4_conv1_QuantizeLinear_ClipQuant', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='slope392', optype='Producer', children: [[1]])
  Node(name='stage1_unit3_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='ZeroPoint', optype='Producer', children: [[1]])
  Node(name='stage3_unit14_relu1_stage3_unit14_conv2_QuantizeLinear_ClipQuantMin', optype='Producer', children: [[1]])
  Node(name='slope619', optype='Producer', children: [[1]])
  Node(name='stage2_unit12_relu1_stage2_unit12_conv2_QuantizeLinear_MulQuant', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='stage3_unit27_bn1_gamma', optype='Producer', children: [[1]])
  Node(name='stage1_unit1_bn1_moving_mean', optype='Producer', children: [[1]])
  Node(name='stage3_unit14_bn1_beta', optype='Producer', children: [[1]])
  Node(name='plus15__plus15_DequantizeLinear_MulDeQuant', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='stage3_unit17_bn1_moving_var', optype='Producer', children: [[1]])
  Node(name='stage2_unit13_bn2_stage2_unit13_conv1_DequantizeLinear_CastIn', optype='Cast', parents: [1], children: [[1]])
  Node(name='stage3_unit15_bn2_stage3_unit15_conv1_DequantizeLinear_MulDeQuant', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='ZeroPoint_38', optype='Producer', children: [[1]])
  Node(name='stage3_unit1_bn1_stage3_unit1_conv1_QuantizeLinear_RoundQuant', optype='Round', parents: [1], children: [[1]])
  Node(name='ConvBnFusion_W_stage2_unit11_conv2_weight_quantized', optype='Producer', children: [[1]])

===============
Supported nodes 2
===============

Native operators: 2748 (12 types)
- Add: 101
- BatchNorm2D: 51
- Cast: 302
- Clip: 101
- Dequantizer: 6
- Flatten: 1
- Mul: 202
- PaddedConv2D: 2
- Producer: 1778
- Quantizer: 2
- Round: 101
- Sub: 101
Generic operators: 202 (4 types)
- PRelu: 50
- QLinearAdd: 50
- QLinearConv: 101
- QLinearMatMul: 1
Native types coverage: 75.0% (12/16)
Native operators coverage: 93.2% (2748/2950)
  (defaultdict(<class 'int'>, {'Round': 101, 'Producer': 1778, 'BatchNorm2D': 51, 'Mul': 202, 'Sub': 101, 'Clip': 101, 'Add': 101, 'Cast': 302, 'Flatten': 1, 'Quantizer': 2, 'Dequantizer': 6, 'PaddedConv2D': 2}), defaultdict(<class 'int'>, {'PRelu': 50, 'QLinearAdd': 50, 'QLinearConv': 101, 'QLinearMatMul': 1}))

===============
Supported nodes
===============

Native operators: 2748 (12 types)
- Add: 101
- BatchNorm2D: 51
- Cast: 302
- Clip: 101
- Dequantizer: 6
- Flatten: 1
- Mul: 202
- PaddedConv2D: 2
- Producer: 1778
- Quantizer: 2
- Round: 101
- Sub: 101
Generic operators: 202 (4 types)
- PRelu: 50
- QLinearAdd: 50
- QLinearConv: 101
- QLinearMatMul: 1
Native types coverage: 75.0% (12/16)
Native operators coverage: 93.2% (2748/2950)
  (defaultdict(<class 'int'>, {'Sub': 101, 'Producer': 1778, 'Clip': 101, 'Add': 101, 'Cast': 302, 'Round': 101, 'Mul': 202, 'BatchNorm2D': 51, 'Flatten': 1, 'Quantizer': 2, 'Dequantizer': 6, 'PaddedConv2D': 2}), defaultdict(<class 'int'>, {'PRelu': 50, 'QLinearConv': 101, 'QLinearAdd': 50, 'QLinearMatMul': 1}))

===============
Compile
===============

OK

===============
Create Scheduler
===============

OK

===============
Name nodes
===============

stage3_unit14_bn1_beta (Producer)
stage3_unit17_bn1_moving_var (Producer)
stage1_unit1_bn1_moving_mean (Producer)
stage3_unit27_bn1_gamma (Producer)
slope619 (Producer)
stage1_unit3_bn1_gamma (Producer)
slope392 (Producer)
stage4_unit2_bn1_moving_var (Producer)
bn1_beta (Producer)
stage1_unit2_bn1_beta (Producer)
slope861 (Producer)
stage2_unit2_bn1_gamma (Producer)
stage2_unit2_bn1_beta (Producer)
stage2_unit2_bn1_moving_mean (Producer)
stage2_unit2_bn1_moving_var (Producer)
slope238 (Producer)
slope839 (Producer)
stage3_unit15_bn1_beta (Producer)
stage3_unit14_bn1_gamma (Producer)
stage4_unit2_bn1_beta (Producer)
stage3_unit27_bn1_moving_var (Producer)
stage2_unit3_bn1_gamma (Producer)
stage2_unit3_bn1_beta (Producer)
stage2_unit3_bn1_moving_mean (Producer)
stage2_unit3_bn1_moving_var (Producer)
stage3_unit17_bn1_moving_mean (Producer)
slope216 (Producer)
slope260 (Producer)
stage2_unit4_bn1_gamma (Producer)
stage2_unit4_bn1_beta (Producer)
stage2_unit4_bn1_moving_mean (Producer)
stage2_unit4_bn1_moving_var (Producer)
stage3_unit21_bn1_moving_mean (Producer)
stage4_unit3_bn1_gamma (Producer)
stage3_unit14_bn1_moving_var (Producer)
stage2_unit5_bn1_gamma (Producer)
stage2_unit5_bn1_beta (Producer)
stage2_unit5_bn1_moving_var (Producer)
stage2_unit5_bn1_moving_mean (Producer)
stage3_unit28_bn1_moving_mean (Producer)
fc1_moving_var (Producer)
slope795 (Producer)
slope77 (Producer)
slope751 (Producer)
ConvBnFusion_W_stage2_unit2_conv2_weight_zero_point (Producer)
stage2_unit2_bn3_zero_point (Producer)
stage2_unit6_bn1_gamma (Producer)
stage2_unit6_bn1_beta (Producer)
stage2_unit6_bn1_moving_mean (Producer)
stage2_unit6_bn1_moving_var (Producer)
slope729 (Producer)
slope707 (Producer)
bn1_gamma (Producer)
stage4_unit3_bn1_moving_mean (Producer)
stage2_unit7_bn1_gamma (Producer)
stage3_unit23_bn1_beta (Producer)
stage2_unit7_bn1_beta (Producer)
stage2_unit7_bn1_moving_mean (Producer)
stage2_unit7_bn1_moving_var (Producer)
stage3_unit15_bn1_gamma (Producer)
slope685 (Producer)
stage3_unit29_bn1_beta (Producer)
stage3_unit23_bn1_moving_mean (Producer)
stage2_unit8_bn1_gamma (Producer)
stage2_unit8_bn1_beta (Producer)
stage2_unit8_bn1_moving_mean (Producer)
stage2_unit8_bn1_moving_var (Producer)
slope348 (Producer)
slope883 (Producer)
slope597 (Producer)
stage3_unit25_bn1_moving_var (Producer)
stage3_unit29_bn1_moving_var (Producer)
stage2_unit9_bn1_gamma (Producer)
stage2_unit9_bn1_beta (Producer)
stage2_unit9_bn1_moving_mean (Producer)
stage2_unit9_bn1_moving_var (Producer)
slope465 (Producer)
stage3_unit30_bn1_moving_mean (Producer)
slope905 (Producer)
stage3_unit30_bn1_beta (Producer)
stage2_unit10_bn1_gamma (Producer)
stage2_unit10_bn1_beta (Producer)
stage2_unit10_bn1_moving_mean (Producer)
stage2_unit10_bn1_moving_var (Producer)
slope26 (Producer)
stage3_unit15_bn1_moving_mean (Producer)
slope553 (Producer)
stage3_unit21_bn1_beta (Producer)
stage3_unit30_bn1_gamma (Producer)
stage2_unit11_bn1_gamma (Producer)
stage2_unit11_bn1_beta (Producer)
stage2_unit11_bn1_moving_mean (Producer)
stage2_unit11_bn1_moving_var (Producer)
stage3_unit18_bn1_gamma (Producer)
stage3_unit28_bn1_moving_var (Producer)
slope55 (Producer)
slope1088 (Producer)
stage3_unit19_bn1_moving_mean (Producer)
stage2_unit12_bn1_gamma (Producer)
stage2_unit12_bn1_beta (Producer)
stage2_unit12_bn1_moving_mean (Producer)
stage2_unit12_bn1_moving_var (Producer)
slope1037 (Producer)
stage3_unit26_bn1_beta (Producer)
stage3_unit26_bn1_gamma (Producer)
stage2_unit13_bn1_gamma (Producer)
stage2_unit13_bn1_beta (Producer)
stage2_unit13_bn1_moving_mean (Producer)
stage2_unit13_bn1_moving_var (Producer)
slope194 (Producer)
stage3_unit28_bn1_gamma (Producer)
stage3_unit27_bn1_moving_mean (Producer)
stage3_unit24_bn1_beta (Producer)
slope172 (Producer)
stage3_unit1_bn1_gamma (Producer)
stage3_unit1_bn1_beta (Producer)
stage3_unit1_bn1_moving_mean (Producer)
stage3_unit1_bn1_moving_var (Producer)
stage3_unit25_bn1_beta (Producer)
stage3_unit26_bn1_moving_mean (Producer)
stage3_unit24_bn1_moving_var (Producer)
stage3_unit13_bn1_moving_var (Producer)
stage3_unit24_bn1_moving_mean (Producer)
stage3_unit2_bn1_gamma (Producer)
stage3_unit2_bn1_beta (Producer)
stage3_unit2_bn1_moving_mean (Producer)
stage3_unit2_bn1_moving_var (Producer)
stage3_unit30_bn1_moving_var (Producer)
stage4_unit1_bn1_gamma (Producer)
stage4_unit3_bn1_moving_var (Producer)
slope641 (Producer)
slope282 (Producer)
slope509 (Producer)
slope370 (Producer)
stage3_unit3_bn1_gamma (Producer)
stage3_unit3_bn1_beta (Producer)
stage3_unit3_bn1_moving_mean (Producer)
stage3_unit3_bn1_moving_var (Producer)
stage3_unit23_bn1_moving_var (Producer)
ConvBnFusion_W_stage2_unit1_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage2_unit1_conv2_weight_scale (Producer)
ConvBnFusion_W_stage2_unit1_conv2_weight_zero_point (Producer)
stage3_unit23_bn1_gamma (Producer)
stage3_unit13_bn1_gamma (Producer)
stage3_unit15_bn1_moving_var (Producer)
stage3_unit4_bn1_gamma (Producer)
stage3_unit4_bn1_beta (Producer)
stage3_unit4_bn1_moving_mean (Producer)
stage3_unit4_bn1_moving_var (Producer)
slope304 (Producer)
stage3_unit26_bn1_moving_var (Producer)
stage3_unit16_bn1_gamma (Producer)
stage3_unit22_bn1_moving_var (Producer)
stage3_unit22_bn1_moving_mean (Producer)
stage3_unit22_bn1_gamma (Producer)
stage3_unit18_bn1_moving_mean (Producer)
stage3_unit5_bn1_gamma (Producer)
stage3_unit5_bn1_beta (Producer)
stage3_unit5_bn1_moving_mean (Producer)
stage3_unit5_bn1_moving_var (Producer)
stage4_unit1_bn1_moving_mean (Producer)
stage3_unit21_bn1_moving_var (Producer)
stage4_unit3_bn1_beta (Producer)
stage3_unit6_bn1_gamma (Producer)
stage3_unit6_bn1_beta (Producer)
stage3_unit6_bn1_moving_mean (Producer)
stage3_unit6_bn1_moving_var (Producer)
stage4_unit1_bn1_beta (Producer)
stage3_unit24_bn1_gamma (Producer)
stage3_unit27_bn1_beta (Producer)
stage3_unit20_bn1_moving_mean (Producer)
stage3_unit20_bn1_moving_var (Producer)
stage3_unit7_bn1_gamma (Producer)
stage3_unit7_bn1_beta (Producer)
stage3_unit7_bn1_moving_mean (Producer)
stage3_unit7_bn1_moving_var (Producer)
stage3_unit20_bn1_gamma (Producer)
stage3_unit28_bn1_beta (Producer)
stage3_unit25_bn1_moving_mean (Producer)
slope1059 (Producer)
slope927 (Producer)
slope150 (Producer)
slope326 (Producer)
slope487 (Producer)
stage3_unit8_bn1_gamma (Producer)
stage3_unit8_bn1_beta (Producer)
stage3_unit8_bn1_moving_mean (Producer)
stage3_unit8_bn1_moving_var (Producer)
stage3_unit19_bn1_moving_var (Producer)
bn1_moving_mean (Producer)
slope817 (Producer)
stage3_unit17_bn1_gamma (Producer)
stage3_unit19_bn1_gamma (Producer)
stage3_unit9_bn1_gamma (Producer)
stage3_unit9_bn1_beta (Producer)
slope443 (Producer)
stage3_unit20_bn1_beta (Producer)
stage2_unit1_bn1_gamma (Producer)
stage2_unit1_bn1_beta (Producer)
stage2_unit1_bn1_moving_mean (Producer)
stage2_unit1_bn1_moving_var (Producer)
fc1_beta (Producer)
slope971 (Producer)
stage1_unit3_bn1_beta (Producer)
stage1_unit3_bn1_moving_mean (Producer)
stage1_unit3_bn1_moving_var (Producer)
stage4_unit2_bn1_gamma (Producer)
slope949 (Producer)
slope12 (Producer)
slope99 (Producer)
stage3_unit29_bn1_gamma (Producer)
stage4_unit1_bn1_moving_var (Producer)
stage4_unit2_bn1_moving_mean (Producer)
stage1_unit2_bn1_moving_var (Producer)
bn1_moving_var (Producer)
stage3_unit16_bn1_moving_mean (Producer)
fc1_gamma (Producer)
slope575 (Producer)
slope1015 (Producer)
stage1_unit1_bn1_gamma (Producer)
slope993 (Producer)
stage3_unit16_bn1_beta (Producer)
stage1_unit2_bn1_gamma (Producer)
stage3_unit29_bn1_moving_mean (Producer)
stage1_unit2_bn1_moving_mean (Producer)
scalar_op3 (Producer)
scalar_op2 (Producer)
stage1_unit1_bn1_moving_var (Producer)
stage3_unit16_bn1_moving_var (Producer)
stage1_unit1_bn1_beta (Producer)
stage3_unit9_bn1_moving_mean (Producer)
stage3_unit9_bn1_moving_var (Producer)
stage3_unit21_bn1_gamma (Producer)
slope663 (Producer)
stage3_unit13_bn1_moving_mean (Producer)
stage3_unit19_bn1_beta (Producer)
stage3_unit10_bn1_gamma (Producer)
stage3_unit10_bn1_beta (Producer)
stage3_unit10_bn1_moving_mean (Producer)
stage3_unit10_bn1_moving_var (Producer)
stage3_unit18_bn1_moving_var (Producer)
stage3_unit18_bn1_beta (Producer)
fc1_moving_mean (Producer)
stage3_unit13_bn1_beta (Producer)
slope773 (Producer)
stage3_unit25_bn1_gamma (Producer)
stage3_unit11_bn1_gamma (Producer)
stage3_unit11_bn1_beta (Producer)
stage3_unit11_bn1_moving_mean (Producer)
stage3_unit11_bn1_moving_var (Producer)
stage3_unit17_bn1_beta (Producer)
slope1110 (Producer)
stage3_unit14_bn1_moving_mean (Producer)
slope128 (Producer)
stage3_unit22_bn1_beta (Producer)
slope421 (Producer)
slope531 (Producer)
stage3_unit12_bn1_gamma (Producer)
stage3_unit12_bn1_beta (Producer)
stage3_unit12_bn1_moving_mean (Producer)
stage3_unit12_bn1_moving_var (Producer)
mulscalar0_zero_point (Producer)
mulscalar0_scale (Producer)
ConvBnFusion_W_conv0_weight_scale (Producer)
ConvBnFusion_W_conv0_weight_quantized (Producer)
ConvBnFusion_W_conv0_weight_zero_point (Producer)
bn0_zero_point (Producer)
bn0_scale (Producer)
ConvBnFusion_BN_B_bn0_beta_quantized (Producer)
relu0_zero_point (Producer)
relu0_scale (Producer)
ConvBnFusion_W_stage1_unit1_conv1sc_weight_scale (Producer)
ConvBnFusion_W_stage1_unit1_conv1sc_weight_quantized (Producer)
ConvBnFusion_W_stage1_unit1_conv1sc_weight_zero_point (Producer)
stage1_unit1_sc_zero_point (Producer)
stage1_unit1_sc_scale (Producer)
ConvBnFusion_BN_B_stage1_unit1_sc_beta_quantized (Producer)
stage1_unit1_bn1_zero_point (Producer)
stage1_unit1_bn1_scale (Producer)
ConvBnFusion_W_stage1_unit1_conv1_weight_scale (Producer)
ConvBnFusion_W_stage1_unit1_conv1_weight_zero_point (Producer)
stage1_unit1_bn2_zero_point (Producer)
stage1_unit1_bn2_scale (Producer)
ConvBnFusion_BN_B_stage1_unit1_bn2_beta_quantized (Producer)
stage1_unit1_relu1_zero_point (Producer)
stage1_unit1_relu1_scale (Producer)
ConvBnFusion_W_stage1_unit1_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage1_unit1_conv2_weight_scale (Producer)
ConvBnFusion_W_stage1_unit1_conv2_weight_zero_point (Producer)
stage1_unit1_bn3_zero_point (Producer)
stage1_unit1_bn3_scale (Producer)
ConvBnFusion_W_stage1_unit1_conv1_weight_quantized (Producer)
ConvBnFusion_BN_B_stage1_unit1_bn3_beta_quantized (Producer)
plus0_zero_point (Producer)
plus0_scale (Producer)
stage1_unit2_bn1_zero_point (Producer)
stage1_unit2_bn1_scale (Producer)
ConvBnFusion_W_stage1_unit2_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage1_unit2_conv1_weight_scale (Producer)
ConvBnFusion_W_stage1_unit2_conv1_weight_zero_point (Producer)
stage1_unit2_bn2_zero_point (Producer)
stage1_unit2_bn2_scale (Producer)
ConvBnFusion_BN_B_stage1_unit2_bn2_beta_quantized (Producer)
stage1_unit2_relu1_zero_point (Producer)
stage1_unit2_relu1_scale (Producer)
ConvBnFusion_W_stage1_unit2_conv2_weight_scale (Producer)
ConvBnFusion_W_stage1_unit2_conv2_weight_zero_point (Producer)
stage1_unit2_bn3_zero_point (Producer)
stage1_unit2_bn3_scale (Producer)
ConvBnFusion_BN_B_stage1_unit2_bn3_beta_quantized (Producer)
plus1_zero_point (Producer)
plus1_scale (Producer)
stage1_unit3_bn1_zero_point (Producer)
stage1_unit3_bn1_scale (Producer)
ConvBnFusion_W_stage1_unit3_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage1_unit3_conv1_weight_scale (Producer)
ConvBnFusion_W_stage1_unit3_conv1_weight_zero_point (Producer)
stage1_unit3_bn2_zero_point (Producer)
ConvBnFusion_W_stage1_unit2_conv2_weight_quantized (Producer)
stage1_unit3_bn2_scale (Producer)
ConvBnFusion_BN_B_stage1_unit3_bn2_beta_quantized (Producer)
stage1_unit3_relu1_zero_point (Producer)
stage1_unit3_relu1_scale (Producer)
ConvBnFusion_W_stage1_unit3_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage1_unit3_conv2_weight_scale (Producer)
ConvBnFusion_W_stage1_unit3_conv2_weight_zero_point (Producer)
stage1_unit3_bn3_zero_point (Producer)
stage1_unit3_bn3_scale (Producer)
ConvBnFusion_BN_B_stage1_unit3_bn3_beta_quantized (Producer)
plus2_zero_point (Producer)
plus2_scale (Producer)
ConvBnFusion_W_stage2_unit1_conv1sc_weight_scale (Producer)
ConvBnFusion_W_stage2_unit1_conv1sc_weight_zero_point (Producer)
stage2_unit1_sc_zero_point (Producer)
ConvBnFusion_W_stage2_unit1_conv1sc_weight_quantized (Producer)
stage2_unit1_sc_scale (Producer)
ConvBnFusion_BN_B_stage2_unit1_sc_beta_quantized (Producer)
stage2_unit1_bn1_zero_point (Producer)
stage2_unit1_bn1_scale (Producer)
ConvBnFusion_W_stage2_unit1_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage2_unit1_conv1_weight_scale (Producer)
ConvBnFusion_W_stage2_unit1_conv1_weight_zero_point (Producer)
stage2_unit1_bn2_zero_point (Producer)
stage2_unit1_bn2_scale (Producer)
ConvBnFusion_BN_B_stage2_unit1_bn2_beta_quantized (Producer)
stage2_unit1_relu1_zero_point (Producer)
stage2_unit1_relu1_scale (Producer)
ConvBnFusion_W_stage3_unit7_conv1_weight_scale (Producer)
ConvBnFusion_W_stage3_unit7_conv1_weight_zero_point (Producer)
stage3_unit7_bn2_zero_point (Producer)
stage3_unit7_bn2_scale (Producer)
stage3_unit7_relu1_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit7_bn2_beta_quantized (Producer)
stage2_unit1_bn3_zero_point (Producer)
stage2_unit1_bn3_scale (Producer)
ConvBnFusion_BN_B_stage2_unit1_bn3_beta_quantized (Producer)
plus3_zero_point (Producer)
plus3_scale (Producer)
stage2_unit2_bn1_zero_point (Producer)
stage2_unit2_bn1_scale (Producer)
ConvBnFusion_W_stage2_unit2_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage2_unit2_conv1_weight_scale (Producer)
ConvBnFusion_W_stage2_unit2_conv1_weight_zero_point (Producer)
stage2_unit2_bn2_zero_point (Producer)
stage2_unit2_bn2_scale (Producer)
ConvBnFusion_BN_B_stage2_unit2_bn2_beta_quantized (Producer)
stage2_unit2_relu1_zero_point (Producer)
stage2_unit2_relu1_scale (Producer)
ConvBnFusion_W_stage2_unit2_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage2_unit2_conv2_weight_scale (Producer)
plus35_scale (Producer)
stage3_unit21_bn1_zero_point (Producer)
stage3_unit21_bn1_scale (Producer)
stage2_unit2_bn3_scale (Producer)
ConvBnFusion_BN_B_stage2_unit2_bn3_beta_quantized (Producer)
plus4_zero_point (Producer)
plus4_scale (Producer)
stage2_unit3_bn1_zero_point (Producer)
stage2_unit3_bn1_scale (Producer)
ConvBnFusion_W_stage2_unit3_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage2_unit3_conv1_weight_scale (Producer)
ConvBnFusion_W_stage2_unit3_conv1_weight_zero_point (Producer)
stage2_unit3_bn2_zero_point (Producer)
stage2_unit3_bn2_scale (Producer)
ConvBnFusion_BN_B_stage2_unit3_bn2_beta_quantized (Producer)
stage2_unit3_relu1_zero_point (Producer)
stage2_unit3_relu1_scale (Producer)
ConvBnFusion_W_stage2_unit3_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage2_unit3_conv2_weight_scale (Producer)
ConvBnFusion_W_stage2_unit3_conv2_weight_zero_point (Producer)
stage2_unit3_bn3_zero_point (Producer)
stage2_unit3_bn3_scale (Producer)
ConvBnFusion_BN_B_stage2_unit3_bn3_beta_quantized (Producer)
plus5_zero_point (Producer)
plus5_scale (Producer)
stage2_unit4_bn1_zero_point (Producer)
stage2_unit4_bn1_scale (Producer)
ConvBnFusion_W_stage2_unit4_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage2_unit4_conv1_weight_scale (Producer)
ConvBnFusion_W_stage2_unit4_conv1_weight_zero_point (Producer)
stage2_unit4_bn2_zero_point (Producer)
stage2_unit4_bn2_scale (Producer)
ConvBnFusion_BN_B_stage2_unit4_bn2_beta_quantized (Producer)
stage2_unit4_relu1_zero_point (Producer)
stage2_unit4_relu1_scale (Producer)
ConvBnFusion_W_stage2_unit4_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage2_unit4_conv2_weight_scale (Producer)
ConvBnFusion_W_stage2_unit4_conv2_weight_zero_point (Producer)
stage2_unit4_bn3_zero_point (Producer)
stage2_unit4_bn3_scale (Producer)
ConvBnFusion_BN_B_stage2_unit4_bn3_beta_quantized (Producer)
plus6_zero_point (Producer)
plus6_scale (Producer)
stage2_unit5_bn1_zero_point (Producer)
stage2_unit5_bn1_scale (Producer)
ConvBnFusion_W_stage2_unit5_conv1_weight_scale (Producer)
ConvBnFusion_W_stage2_unit5_conv1_weight_zero_point (Producer)
stage2_unit5_bn2_zero_point (Producer)
stage2_unit5_bn2_scale (Producer)
ConvBnFusion_BN_B_stage2_unit5_bn2_beta_quantized (Producer)
stage2_unit5_relu1_zero_point (Producer)
stage2_unit5_relu1_scale (Producer)
ConvBnFusion_W_stage2_unit5_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage2_unit5_conv2_weight_scale (Producer)
ConvBnFusion_W_stage2_unit5_conv2_weight_zero_point (Producer)
stage2_unit5_bn3_zero_point (Producer)
stage2_unit5_bn3_scale (Producer)
ConvBnFusion_BN_B_stage2_unit5_bn3_beta_quantized (Producer)
plus7_zero_point (Producer)
plus7_scale (Producer)
stage2_unit6_bn1_zero_point (Producer)
stage2_unit6_bn1_scale (Producer)
ConvBnFusion_W_stage2_unit6_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage2_unit6_conv1_weight_scale (Producer)
ConvBnFusion_W_stage2_unit6_conv1_weight_zero_point (Producer)
stage2_unit6_bn2_zero_point (Producer)
stage2_unit6_bn2_scale (Producer)
ConvBnFusion_BN_B_stage2_unit6_bn2_beta_quantized (Producer)
stage2_unit6_relu1_zero_point (Producer)
stage2_unit6_relu1_scale (Producer)
ConvBnFusion_W_stage2_unit6_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage2_unit6_conv2_weight_scale (Producer)
ConvBnFusion_W_stage2_unit6_conv2_weight_zero_point (Producer)
stage2_unit6_bn3_zero_point (Producer)
stage2_unit6_bn3_scale (Producer)
ConvBnFusion_BN_B_stage2_unit6_bn3_beta_quantized (Producer)
plus8_zero_point (Producer)
plus8_scale (Producer)
stage2_unit7_bn1_zero_point (Producer)
stage2_unit7_bn1_scale (Producer)
ConvBnFusion_W_stage2_unit7_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage2_unit7_conv1_weight_scale (Producer)
ConvBnFusion_W_stage2_unit7_conv1_weight_zero_point (Producer)
stage2_unit7_bn2_zero_point (Producer)
stage2_unit7_bn2_scale (Producer)
ConvBnFusion_BN_B_stage2_unit7_bn2_beta_quantized (Producer)
stage2_unit7_relu1_zero_point (Producer)
stage2_unit7_relu1_scale (Producer)
ConvBnFusion_W_stage2_unit7_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage2_unit7_conv2_weight_scale (Producer)
ConvBnFusion_W_stage2_unit7_conv2_weight_zero_point (Producer)
stage2_unit7_bn3_zero_point (Producer)
stage2_unit7_bn3_scale (Producer)
ConvBnFusion_BN_B_stage2_unit7_bn3_beta_quantized (Producer)
plus9_zero_point (Producer)
ConvBnFusion_W_stage2_unit5_conv1_weight_quantized (Producer)
plus9_scale (Producer)
stage2_unit8_bn1_zero_point (Producer)
stage2_unit8_bn1_scale (Producer)
ConvBnFusion_W_stage2_unit8_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage2_unit8_conv1_weight_scale (Producer)
ConvBnFusion_W_stage2_unit8_conv1_weight_zero_point (Producer)
stage2_unit8_bn2_zero_point (Producer)
stage2_unit8_bn2_scale (Producer)
ConvBnFusion_BN_B_stage2_unit8_bn2_beta_quantized (Producer)
stage2_unit8_relu1_zero_point (Producer)
stage2_unit8_relu1_scale (Producer)
ConvBnFusion_W_stage2_unit8_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage2_unit8_conv2_weight_scale (Producer)
ConvBnFusion_W_stage2_unit8_conv2_weight_zero_point (Producer)
stage2_unit8_bn3_zero_point (Producer)
stage2_unit8_bn3_scale (Producer)
ConvBnFusion_BN_B_stage2_unit8_bn3_beta_quantized (Producer)
plus10_zero_point (Producer)
plus10_scale (Producer)
stage2_unit9_bn1_zero_point (Producer)
stage2_unit9_bn1_scale (Producer)
ConvBnFusion_W_stage2_unit9_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage2_unit9_conv1_weight_scale (Producer)
ConvBnFusion_W_stage2_unit9_conv1_weight_zero_point (Producer)
stage2_unit9_bn2_zero_point (Producer)
stage2_unit9_bn2_scale (Producer)
ConvBnFusion_BN_B_stage2_unit9_bn2_beta_quantized (Producer)
stage2_unit9_relu1_zero_point (Producer)
stage2_unit9_relu1_scale (Producer)
ConvBnFusion_W_stage2_unit9_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage2_unit9_conv2_weight_scale (Producer)
ConvBnFusion_W_stage2_unit9_conv2_weight_zero_point (Producer)
stage2_unit9_bn3_zero_point (Producer)
stage2_unit9_bn3_scale (Producer)
ConvBnFusion_BN_B_stage2_unit9_bn3_beta_quantized (Producer)
plus11_zero_point (Producer)
plus11_scale (Producer)
stage2_unit10_bn1_zero_point (Producer)
stage2_unit10_bn1_scale (Producer)
ConvBnFusion_W_stage2_unit10_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage2_unit10_conv1_weight_scale (Producer)
ConvBnFusion_W_stage2_unit10_conv1_weight_zero_point (Producer)
stage2_unit10_bn2_zero_point (Producer)
stage2_unit10_bn2_scale (Producer)
ConvBnFusion_BN_B_stage2_unit10_bn2_beta_quantized (Producer)
stage2_unit10_relu1_zero_point (Producer)
stage2_unit10_relu1_scale (Producer)
ConvBnFusion_W_stage2_unit10_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage2_unit10_conv2_weight_scale (Producer)
ConvBnFusion_W_stage2_unit10_conv2_weight_zero_point (Producer)
stage2_unit10_bn3_zero_point (Producer)
stage2_unit10_bn3_scale (Producer)
ConvBnFusion_BN_B_stage2_unit10_bn3_beta_quantized (Producer)
plus12_zero_point (Producer)
plus12_scale (Producer)
stage2_unit11_bn1_zero_point (Producer)
stage2_unit11_bn1_scale (Producer)
ConvBnFusion_W_stage2_unit11_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage2_unit11_conv1_weight_scale (Producer)
ConvBnFusion_W_stage2_unit11_conv1_weight_zero_point (Producer)
stage2_unit11_bn2_zero_point (Producer)
stage2_unit11_bn2_scale (Producer)
ConvBnFusion_BN_B_stage2_unit11_bn2_beta_quantized (Producer)
stage2_unit11_relu1_zero_point (Producer)
stage2_unit11_relu1_scale (Producer)
ConvBnFusion_W_stage2_unit11_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage2_unit11_conv2_weight_scale (Producer)
ConvBnFusion_W_stage2_unit11_conv2_weight_zero_point (Producer)
stage2_unit11_bn3_zero_point (Producer)
stage2_unit11_bn3_scale (Producer)
ConvBnFusion_BN_B_stage2_unit11_bn3_beta_quantized (Producer)
plus13_zero_point (Producer)
plus13_scale (Producer)
stage2_unit12_bn1_zero_point (Producer)
stage2_unit12_bn1_scale (Producer)
ConvBnFusion_W_stage2_unit12_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage2_unit12_conv1_weight_scale (Producer)
ConvBnFusion_W_stage2_unit12_conv1_weight_zero_point (Producer)
stage2_unit12_bn2_zero_point (Producer)
stage2_unit12_bn2_scale (Producer)
ConvBnFusion_BN_B_stage2_unit12_bn2_beta_quantized (Producer)
stage2_unit12_relu1_zero_point (Producer)
stage2_unit12_relu1_scale (Producer)
ConvBnFusion_W_stage2_unit12_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage2_unit12_conv2_weight_scale (Producer)
ConvBnFusion_W_stage2_unit12_conv2_weight_zero_point (Producer)
stage2_unit12_bn3_zero_point (Producer)
stage2_unit12_bn3_scale (Producer)
ConvBnFusion_BN_B_stage2_unit12_bn3_beta_quantized (Producer)
plus14_zero_point (Producer)
plus14_scale (Producer)
stage2_unit13_bn1_zero_point (Producer)
stage2_unit13_bn1_scale (Producer)
ConvBnFusion_W_stage2_unit13_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage2_unit13_conv1_weight_scale (Producer)
ConvBnFusion_W_stage2_unit13_conv1_weight_zero_point (Producer)
stage2_unit13_bn2_zero_point (Producer)
stage2_unit13_bn2_scale (Producer)
ConvBnFusion_BN_B_stage2_unit13_bn2_beta_quantized (Producer)
stage2_unit13_relu1_zero_point (Producer)
stage2_unit13_relu1_scale (Producer)
ConvBnFusion_W_stage2_unit13_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage2_unit13_conv2_weight_scale (Producer)
ConvBnFusion_W_stage2_unit13_conv2_weight_zero_point (Producer)
stage2_unit13_bn3_zero_point (Producer)
stage2_unit13_bn3_scale (Producer)
ConvBnFusion_BN_B_stage2_unit13_bn3_beta_quantized (Producer)
plus15_zero_point (Producer)
plus15_scale (Producer)
ConvBnFusion_W_stage3_unit1_conv1sc_weight_scale (Producer)
ConvBnFusion_W_stage3_unit1_conv1sc_weight_zero_point (Producer)
stage3_unit1_sc_zero_point (Producer)
stage3_unit1_sc_scale (Producer)
stage3_unit1_bn1_scale (Producer)
ConvBnFusion_BN_B_stage3_unit1_sc_beta_quantized (Producer)
stage3_unit1_bn1_zero_point (Producer)
ConvBnFusion_W_stage3_unit1_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit1_conv1_weight_scale (Producer)
ConvBnFusion_W_stage3_unit1_conv1_weight_zero_point (Producer)
ConvBnFusion_W_stage3_unit1_conv1sc_weight_quantized (Producer)
stage3_unit1_bn2_zero_point (Producer)
stage3_unit1_bn2_scale (Producer)
stage3_unit1_relu1_scale (Producer)
ConvBnFusion_BN_B_stage3_unit1_bn2_beta_quantized (Producer)
stage3_unit1_relu1_zero_point (Producer)
ConvBnFusion_W_stage3_unit1_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit1_conv2_weight_scale (Producer)
ConvBnFusion_W_stage3_unit1_conv2_weight_zero_point (Producer)
stage3_unit1_bn3_zero_point (Producer)
stage3_unit1_bn3_scale (Producer)
ConvBnFusion_W_stage3_unit2_conv1_weight_quantized (Producer)
ConvBnFusion_BN_B_stage3_unit1_bn3_beta_quantized (Producer)
plus16_zero_point (Producer)
plus16_scale (Producer)
stage3_unit2_bn1_zero_point (Producer)
stage3_unit2_bn1_scale (Producer)
ConvBnFusion_W_stage3_unit2_conv1_weight_scale (Producer)
ConvBnFusion_W_stage3_unit2_conv1_weight_zero_point (Producer)
stage3_unit2_bn2_zero_point (Producer)
stage3_unit2_bn2_scale (Producer)
stage3_unit2_relu1_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit2_bn2_beta_quantized (Producer)
stage3_unit2_relu1_scale (Producer)
ConvBnFusion_W_stage3_unit2_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit2_conv2_weight_scale (Producer)
ConvBnFusion_W_stage3_unit2_conv2_weight_zero_point (Producer)
stage3_unit2_bn3_zero_point (Producer)
stage3_unit2_bn3_scale (Producer)
plus17_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit2_bn3_beta_quantized (Producer)
plus17_scale (Producer)
stage3_unit3_bn1_zero_point (Producer)
stage3_unit3_bn1_scale (Producer)
ConvBnFusion_W_stage3_unit3_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit3_conv1_weight_scale (Producer)
ConvBnFusion_W_stage3_unit3_conv1_weight_zero_point (Producer)
stage3_unit3_bn2_zero_point (Producer)
stage3_unit3_bn2_scale (Producer)
stage3_unit3_relu1_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit3_bn2_beta_quantized (Producer)
stage3_unit3_relu1_scale (Producer)
ConvBnFusion_W_stage3_unit3_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit3_conv2_weight_scale (Producer)
ConvBnFusion_W_stage3_unit3_conv2_weight_zero_point (Producer)
stage3_unit3_bn3_zero_point (Producer)
stage3_unit3_bn3_scale (Producer)
ConvBnFusion_W_stage3_unit4_conv1_weight_quantized (Producer)
ConvBnFusion_BN_B_stage3_unit3_bn3_beta_quantized (Producer)
plus18_zero_point (Producer)
plus18_scale (Producer)
stage3_unit4_bn1_zero_point (Producer)
stage3_unit4_bn1_scale (Producer)
ConvBnFusion_W_stage3_unit4_conv1_weight_scale (Producer)
ConvBnFusion_W_stage3_unit4_conv1_weight_zero_point (Producer)
stage3_unit4_bn2_zero_point (Producer)
stage3_unit4_bn2_scale (Producer)
ConvBnFusion_BN_B_stage3_unit4_bn2_beta_quantized (Producer)
stage3_unit4_relu1_zero_point (Producer)
stage3_unit4_relu1_scale (Producer)
ConvBnFusion_W_stage3_unit4_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit4_conv2_weight_scale (Producer)
ConvBnFusion_W_stage3_unit4_conv2_weight_zero_point (Producer)
stage3_unit4_bn3_zero_point (Producer)
stage3_unit4_bn3_scale (Producer)
plus19_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit4_bn3_beta_quantized (Producer)
plus19_scale (Producer)
stage3_unit5_bn1_zero_point (Producer)
stage3_unit5_bn1_scale (Producer)
ConvBnFusion_W_stage3_unit5_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit5_conv1_weight_scale (Producer)
ConvBnFusion_W_stage3_unit5_conv1_weight_zero_point (Producer)
stage3_unit5_bn2_zero_point (Producer)
stage3_unit5_bn2_scale (Producer)
stage3_unit5_relu1_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit5_bn2_beta_quantized (Producer)
stage3_unit5_relu1_scale (Producer)
ConvBnFusion_W_stage3_unit5_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit5_conv2_weight_scale (Producer)
ConvBnFusion_W_stage3_unit5_conv2_weight_zero_point (Producer)
stage3_unit5_bn3_zero_point (Producer)
stage3_unit5_bn3_scale (Producer)
plus20_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit5_bn3_beta_quantized (Producer)
plus20_scale (Producer)
stage3_unit6_bn1_zero_point (Producer)
stage3_unit6_bn1_scale (Producer)
ConvBnFusion_W_stage3_unit6_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit6_conv1_weight_scale (Producer)
ConvBnFusion_W_stage3_unit6_conv1_weight_zero_point (Producer)
stage3_unit6_bn2_zero_point (Producer)
stage3_unit6_bn2_scale (Producer)
stage3_unit6_relu1_zero_point (Producer)
stage3_unit6_relu1_scale (Producer)
ConvBnFusion_BN_B_stage3_unit6_bn2_beta_quantized (Producer)
ConvBnFusion_W_stage3_unit6_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit6_conv2_weight_scale (Producer)
ConvBnFusion_W_stage3_unit6_conv2_weight_zero_point (Producer)
stage3_unit6_bn3_zero_point (Producer)
stage3_unit6_bn3_scale (Producer)
plus21_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit6_bn3_beta_quantized (Producer)
plus21_scale (Producer)
stage3_unit7_bn1_zero_point (Producer)
stage3_unit7_bn1_scale (Producer)
ConvBnFusion_W_stage3_unit7_conv1_weight_quantized (Producer)
stage3_unit4_bn1_stage3_unit4_conv1_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
stage3_unit7_relu1_scale (Producer)
ConvBnFusion_W_stage3_unit7_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit7_conv2_weight_scale (Producer)
ConvBnFusion_W_stage3_unit7_conv2_weight_zero_point (Producer)
stage3_unit7_bn3_zero_point (Producer)
stage3_unit7_bn3_scale (Producer)
plus22_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit7_bn3_beta_quantized (Producer)
plus22_scale (Producer)
stage3_unit8_bn1_zero_point (Producer)
stage3_unit8_bn1_scale (Producer)
ConvBnFusion_W_stage3_unit8_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit8_conv1_weight_scale (Producer)
ConvBnFusion_W_stage3_unit8_conv1_weight_zero_point (Producer)
stage3_unit8_bn2_zero_point (Producer)
stage3_unit8_bn2_scale (Producer)
stage3_unit8_relu1_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit8_bn2_beta_quantized (Producer)
stage3_unit8_relu1_scale (Producer)
ConvBnFusion_W_stage3_unit8_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit8_conv2_weight_scale (Producer)
ConvBnFusion_W_stage3_unit8_conv2_weight_zero_point (Producer)
stage3_unit8_bn3_zero_point (Producer)
stage3_unit8_bn3_scale (Producer)
ConvBnFusion_BN_B_stage3_unit8_bn3_beta_quantized (Producer)
plus23_zero_point (Producer)
plus23_scale (Producer)
stage3_unit9_bn1_zero_point (Producer)
stage3_unit9_bn1_scale (Producer)
ConvBnFusion_W_stage3_unit9_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit9_conv1_weight_scale (Producer)
ConvBnFusion_W_stage3_unit9_conv1_weight_zero_point (Producer)
stage3_unit9_bn2_zero_point (Producer)
stage3_unit9_bn2_scale (Producer)
ConvBnFusion_BN_B_stage3_unit9_bn2_beta_quantized (Producer)
stage3_unit9_relu1_zero_point (Producer)
stage3_unit9_relu1_scale (Producer)
ConvBnFusion_W_stage3_unit9_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit9_conv2_weight_scale (Producer)
ConvBnFusion_W_stage3_unit9_conv2_weight_zero_point (Producer)
stage3_unit9_bn3_zero_point (Producer)
stage3_unit9_bn3_scale (Producer)
ConvBnFusion_BN_B_stage3_unit9_bn3_beta_quantized (Producer)
plus24_zero_point (Producer)
plus24_scale (Producer)
stage3_unit10_bn1_zero_point (Producer)
stage3_unit10_bn1_scale (Producer)
ConvBnFusion_W_stage3_unit10_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit10_conv1_weight_scale (Producer)
ConvBnFusion_W_stage3_unit10_conv1_weight_zero_point (Producer)
stage3_unit10_bn2_zero_point (Producer)
stage3_unit10_bn2_scale (Producer)
stage3_unit10_relu1_zero_point (Producer)
stage3_unit10_relu1_scale (Producer)
ConvBnFusion_BN_B_stage3_unit10_bn2_beta_quantized (Producer)
ConvBnFusion_W_stage3_unit10_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit10_conv2_weight_scale (Producer)
ConvBnFusion_W_stage3_unit10_conv2_weight_zero_point (Producer)
stage3_unit10_bn3_zero_point (Producer)
stage3_unit10_bn3_scale (Producer)
plus25_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit10_bn3_beta_quantized (Producer)
plus25_scale (Producer)
stage3_unit11_bn1_zero_point (Producer)
stage3_unit11_bn1_scale (Producer)
ConvBnFusion_W_stage3_unit11_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit11_conv1_weight_scale (Producer)
ConvBnFusion_W_stage3_unit11_conv1_weight_zero_point (Producer)
stage3_unit11_bn2_zero_point (Producer)
stage3_unit11_bn2_scale (Producer)
stage3_unit11_relu1_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit11_bn2_beta_quantized (Producer)
stage3_unit11_relu1_scale (Producer)
ConvBnFusion_W_stage3_unit11_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit11_conv2_weight_scale (Producer)
ConvBnFusion_W_stage3_unit11_conv2_weight_zero_point (Producer)
stage3_unit11_bn3_zero_point (Producer)
stage3_unit11_bn3_scale (Producer)
plus26_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit11_bn3_beta_quantized (Producer)
plus26_scale (Producer)
stage3_unit12_bn1_zero_point (Producer)
stage3_unit12_bn1_scale (Producer)
ConvBnFusion_W_stage3_unit12_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit12_conv1_weight_scale (Producer)
ConvBnFusion_W_stage3_unit12_conv1_weight_zero_point (Producer)
stage3_unit12_bn2_zero_point (Producer)
stage3_unit12_bn2_scale (Producer)
stage3_unit12_relu1_zero_point (Producer)
stage3_unit12_relu1_scale (Producer)
ConvBnFusion_BN_B_stage3_unit12_bn2_beta_quantized (Producer)
ConvBnFusion_W_stage3_unit12_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit12_conv2_weight_scale (Producer)
ConvBnFusion_W_stage3_unit12_conv2_weight_zero_point (Producer)
stage3_unit12_bn3_zero_point (Producer)
stage3_unit12_bn3_scale (Producer)
plus27_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit12_bn3_beta_quantized (Producer)
plus27_scale (Producer)
stage3_unit13_bn1_zero_point (Producer)
stage3_unit13_bn1_scale (Producer)
ConvBnFusion_W_stage3_unit13_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit13_conv1_weight_scale (Producer)
ConvBnFusion_W_stage3_unit13_conv1_weight_zero_point (Producer)
stage3_unit13_bn2_zero_point (Producer)
stage3_unit13_bn2_scale (Producer)
stage3_unit13_relu1_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit13_bn2_beta_quantized (Producer)
stage3_unit13_relu1_scale (Producer)
ConvBnFusion_W_stage3_unit13_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit13_conv2_weight_scale (Producer)
ConvBnFusion_W_stage3_unit13_conv2_weight_zero_point (Producer)
stage3_unit13_bn3_zero_point (Producer)
stage3_unit13_bn3_scale (Producer)
plus28_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit13_bn3_beta_quantized (Producer)
plus28_scale (Producer)
stage3_unit14_bn1_zero_point (Producer)
stage3_unit14_bn1_scale (Producer)
ConvBnFusion_W_stage3_unit14_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit14_conv1_weight_scale (Producer)
ConvBnFusion_W_stage3_unit14_conv1_weight_zero_point (Producer)
stage3_unit14_bn2_zero_point (Producer)
stage3_unit14_bn2_scale (Producer)
stage3_unit14_relu1_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit14_bn2_beta_quantized (Producer)
stage3_unit14_relu1_scale (Producer)
ConvBnFusion_W_stage3_unit14_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit14_conv2_weight_scale (Producer)
ConvBnFusion_W_stage3_unit14_conv2_weight_zero_point (Producer)
stage3_unit14_bn3_zero_point (Producer)
stage3_unit14_bn3_scale (Producer)
plus29_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit14_bn3_beta_quantized (Producer)
plus29_scale (Producer)
stage3_unit15_bn1_zero_point (Producer)
stage3_unit15_bn1_scale (Producer)
ConvBnFusion_W_stage3_unit15_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit15_conv1_weight_scale (Producer)
ConvBnFusion_W_stage3_unit15_conv1_weight_zero_point (Producer)
stage3_unit15_bn2_zero_point (Producer)
stage3_unit15_bn2_scale (Producer)
stage3_unit15_relu1_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit15_bn2_beta_quantized (Producer)
stage3_unit15_relu1_scale (Producer)
ConvBnFusion_W_stage3_unit15_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit15_conv2_weight_scale (Producer)
ConvBnFusion_W_stage3_unit15_conv2_weight_zero_point (Producer)
stage3_unit15_bn3_zero_point (Producer)
stage3_unit15_bn3_scale (Producer)
plus30_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit15_bn3_beta_quantized (Producer)
plus30_scale (Producer)
stage3_unit16_bn1_zero_point (Producer)
stage3_unit16_bn1_scale (Producer)
ConvBnFusion_W_stage3_unit16_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit16_conv1_weight_scale (Producer)
ConvBnFusion_W_stage3_unit16_conv1_weight_zero_point (Producer)
stage3_unit16_bn2_zero_point (Producer)
stage3_unit16_bn2_scale (Producer)
stage3_unit16_relu1_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit16_bn2_beta_quantized (Producer)
stage3_unit16_relu1_scale (Producer)
ConvBnFusion_W_stage3_unit16_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit16_conv2_weight_scale (Producer)
ConvBnFusion_W_stage3_unit16_conv2_weight_zero_point (Producer)
stage3_unit16_bn3_zero_point (Producer)
stage3_unit16_bn3_scale (Producer)
plus31_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit16_bn3_beta_quantized (Producer)
plus31_scale (Producer)
stage3_unit17_bn1_zero_point (Producer)
stage3_unit17_bn1_scale (Producer)
ConvBnFusion_W_stage3_unit17_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit17_conv1_weight_scale (Producer)
ConvBnFusion_W_stage3_unit17_conv1_weight_zero_point (Producer)
stage3_unit17_bn2_zero_point (Producer)
stage3_unit17_bn2_scale (Producer)
stage3_unit17_relu1_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit17_bn2_beta_quantized (Producer)
stage3_unit17_relu1_scale (Producer)
ConvBnFusion_W_stage3_unit17_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit17_conv2_weight_scale (Producer)
ConvBnFusion_W_stage3_unit17_conv2_weight_zero_point (Producer)
stage3_unit17_bn3_zero_point (Producer)
stage3_unit17_bn3_scale (Producer)
plus32_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit17_bn3_beta_quantized (Producer)
plus32_scale (Producer)
stage3_unit18_bn1_zero_point (Producer)
stage3_unit18_bn1_scale (Producer)
ConvBnFusion_W_stage3_unit18_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit18_conv1_weight_scale (Producer)
ConvBnFusion_W_stage3_unit18_conv1_weight_zero_point (Producer)
stage3_unit18_bn2_zero_point (Producer)
stage3_unit18_bn2_scale (Producer)
stage3_unit18_relu1_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit18_bn2_beta_quantized (Producer)
stage3_unit18_relu1_scale (Producer)
ConvBnFusion_W_stage3_unit18_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit18_conv2_weight_scale (Producer)
ConvBnFusion_W_stage3_unit18_conv2_weight_zero_point (Producer)
stage3_unit18_bn3_zero_point (Producer)
stage3_unit18_bn3_scale (Producer)
plus33_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit18_bn3_beta_quantized (Producer)
plus33_scale (Producer)
stage3_unit19_bn1_zero_point (Producer)
stage3_unit19_bn1_scale (Producer)
ConvBnFusion_W_stage3_unit19_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit19_conv1_weight_scale (Producer)
ConvBnFusion_W_stage3_unit19_conv1_weight_zero_point (Producer)
stage3_unit19_bn2_zero_point (Producer)
stage3_unit19_bn2_scale (Producer)
ConvBnFusion_BN_B_stage3_unit19_bn2_beta_quantized (Producer)
stage3_unit19_relu1_zero_point (Producer)
stage3_unit19_relu1_scale (Producer)
ConvBnFusion_W_stage3_unit19_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit19_conv2_weight_scale (Producer)
ConvBnFusion_W_stage3_unit19_conv2_weight_zero_point (Producer)
stage3_unit19_bn3_zero_point (Producer)
stage3_unit19_bn3_scale (Producer)
plus34_scale (Producer)
ConvBnFusion_BN_B_stage3_unit19_bn3_beta_quantized (Producer)
plus34_zero_point (Producer)
stage3_unit20_bn1_zero_point (Producer)
stage3_unit20_bn1_scale (Producer)
ConvBnFusion_W_stage3_unit20_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit20_conv1_weight_scale (Producer)
ConvBnFusion_W_stage3_unit20_conv1_weight_zero_point (Producer)
stage3_unit20_bn2_zero_point (Producer)
stage3_unit20_bn2_scale (Producer)
stage3_unit20_relu1_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit20_bn2_beta_quantized (Producer)
stage3_unit20_relu1_scale (Producer)
ConvBnFusion_W_stage3_unit20_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit20_conv2_weight_scale (Producer)
ConvBnFusion_W_stage3_unit20_conv2_weight_zero_point (Producer)
stage3_unit20_bn3_zero_point (Producer)
stage3_unit20_bn3_scale (Producer)
plus35_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit20_bn3_beta_quantized (Producer)
ConvBnFusion_W_stage3_unit21_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit21_conv1_weight_scale (Producer)
ConvBnFusion_W_stage3_unit21_conv1_weight_zero_point (Producer)
stage3_unit21_bn2_zero_point (Producer)
stage3_unit21_bn2_scale (Producer)
stage3_unit21_relu1_zero_point (Producer)
stage3_unit21_relu1_scale (Producer)
ConvBnFusion_BN_B_stage3_unit21_bn2_beta_quantized (Producer)
ConvBnFusion_W_stage3_unit21_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit21_conv2_weight_scale (Producer)
ConvBnFusion_W_stage3_unit21_conv2_weight_zero_point (Producer)
stage3_unit21_bn3_zero_point (Producer)
stage3_unit21_bn3_scale (Producer)
plus36_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit21_bn3_beta_quantized (Producer)
plus36_scale (Producer)
stage3_unit22_bn1_zero_point (Producer)
stage3_unit22_bn1_scale (Producer)
ConvBnFusion_W_stage3_unit22_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit22_conv1_weight_scale (Producer)
ConvBnFusion_W_stage3_unit22_conv1_weight_zero_point (Producer)
stage3_unit22_bn2_zero_point (Producer)
stage3_unit22_bn2_scale (Producer)
stage3_unit22_relu1_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit22_bn2_beta_quantized (Producer)
stage3_unit22_relu1_scale (Producer)
ConvBnFusion_W_stage3_unit22_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit22_conv2_weight_scale (Producer)
ConvBnFusion_W_stage3_unit22_conv2_weight_zero_point (Producer)
stage3_unit22_bn3_zero_point (Producer)
stage3_unit22_bn3_scale (Producer)
plus37_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit22_bn3_beta_quantized (Producer)
plus37_scale (Producer)
stage3_unit23_bn1_zero_point (Producer)
stage3_unit23_bn1_scale (Producer)
ConvBnFusion_W_stage3_unit23_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit23_conv1_weight_scale (Producer)
ConvBnFusion_W_stage3_unit23_conv1_weight_zero_point (Producer)
stage3_unit23_bn2_zero_point (Producer)
stage3_unit23_bn2_scale (Producer)
stage3_unit23_relu1_zero_point (Producer)
stage3_unit23_relu1_scale (Producer)
ConvBnFusion_BN_B_stage3_unit23_bn2_beta_quantized (Producer)
ConvBnFusion_W_stage3_unit23_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit23_conv2_weight_scale (Producer)
ConvBnFusion_W_stage3_unit23_conv2_weight_zero_point (Producer)
stage3_unit23_bn3_zero_point (Producer)
stage3_unit23_bn3_scale (Producer)
plus38_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit23_bn3_beta_quantized (Producer)
plus38_scale (Producer)
stage3_unit24_bn1_zero_point (Producer)
stage3_unit24_bn1_scale (Producer)
ConvBnFusion_W_stage3_unit24_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit24_conv1_weight_scale (Producer)
ConvBnFusion_W_stage3_unit24_conv1_weight_zero_point (Producer)
stage3_unit24_bn2_zero_point (Producer)
stage3_unit24_bn2_scale (Producer)
stage3_unit24_relu1_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit24_bn2_beta_quantized (Producer)
stage3_unit24_relu1_scale (Producer)
ConvBnFusion_W_stage3_unit24_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit24_conv2_weight_scale (Producer)
ConvBnFusion_W_stage3_unit24_conv2_weight_zero_point (Producer)
stage3_unit24_bn3_zero_point (Producer)
stage3_unit24_bn3_scale (Producer)
plus39_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit24_bn3_beta_quantized (Producer)
plus39_scale (Producer)
stage3_unit25_bn1_zero_point (Producer)
stage3_unit25_bn1_scale (Producer)
ConvBnFusion_W_stage3_unit25_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit25_conv1_weight_scale (Producer)
ConvBnFusion_W_stage3_unit25_conv1_weight_zero_point (Producer)
stage3_unit25_bn2_zero_point (Producer)
stage3_unit25_bn2_scale (Producer)
stage3_unit25_relu1_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit25_bn2_beta_quantized (Producer)
stage3_unit25_relu1_scale (Producer)
ConvBnFusion_W_stage3_unit25_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit25_conv2_weight_scale (Producer)
ConvBnFusion_W_stage3_unit25_conv2_weight_zero_point (Producer)
stage3_unit25_bn3_zero_point (Producer)
stage3_unit25_bn3_scale (Producer)
plus40_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit25_bn3_beta_quantized (Producer)
plus40_scale (Producer)
stage3_unit26_bn1_zero_point (Producer)
stage3_unit26_bn1_scale (Producer)
ConvBnFusion_W_stage3_unit26_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit26_conv1_weight_scale (Producer)
ConvBnFusion_W_stage3_unit26_conv1_weight_zero_point (Producer)
stage3_unit26_bn2_zero_point (Producer)
stage3_unit26_bn2_scale (Producer)
ConvBnFusion_BN_B_stage3_unit26_bn2_beta_quantized (Producer)
stage3_unit26_relu1_zero_point (Producer)
stage3_unit26_relu1_scale (Producer)
ConvBnFusion_W_stage3_unit26_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit26_conv2_weight_scale (Producer)
ConvBnFusion_W_stage3_unit26_conv2_weight_zero_point (Producer)
stage3_unit26_bn3_zero_point (Producer)
stage3_unit26_bn3_scale (Producer)
plus41_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit26_bn3_beta_quantized (Producer)
plus41_scale (Producer)
stage3_unit27_bn1_zero_point (Producer)
stage3_unit27_bn1_scale (Producer)
ConvBnFusion_W_stage3_unit27_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit27_conv1_weight_scale (Producer)
ConvBnFusion_W_stage3_unit27_conv1_weight_zero_point (Producer)
stage3_unit27_bn2_zero_point (Producer)
stage3_unit27_bn2_scale (Producer)
stage3_unit27_relu1_zero_point (Producer)
stage3_unit27_relu1_scale (Producer)
ConvBnFusion_BN_B_stage3_unit27_bn2_beta_quantized (Producer)
ConvBnFusion_W_stage3_unit27_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit27_conv2_weight_scale (Producer)
ConvBnFusion_W_stage3_unit27_conv2_weight_zero_point (Producer)
stage3_unit27_bn3_zero_point (Producer)
stage3_unit27_bn3_scale (Producer)
plus42_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit27_bn3_beta_quantized (Producer)
plus42_scale (Producer)
stage3_unit28_bn1_zero_point (Producer)
stage3_unit28_bn1_scale (Producer)
ConvBnFusion_W_stage3_unit28_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit28_conv1_weight_scale (Producer)
ConvBnFusion_W_stage3_unit28_conv1_weight_zero_point (Producer)
stage3_unit28_bn2_zero_point (Producer)
stage3_unit28_bn2_scale (Producer)
stage3_unit28_relu1_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit28_bn2_beta_quantized (Producer)
stage3_unit28_relu1_scale (Producer)
ConvBnFusion_W_stage3_unit28_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit28_conv2_weight_scale (Producer)
ConvBnFusion_W_stage3_unit28_conv2_weight_zero_point (Producer)
stage3_unit28_bn3_zero_point (Producer)
stage3_unit28_bn3_scale (Producer)
plus43_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit28_bn3_beta_quantized (Producer)
plus43_scale (Producer)
stage3_unit29_bn1_zero_point (Producer)
stage3_unit29_bn1_scale (Producer)
ConvBnFusion_W_stage3_unit29_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit29_conv1_weight_scale (Producer)
ConvBnFusion_W_stage3_unit29_conv1_weight_zero_point (Producer)
stage3_unit29_bn2_zero_point (Producer)
stage3_unit29_bn2_scale (Producer)
ConvBnFusion_BN_B_stage3_unit29_bn2_beta_quantized (Producer)
stage3_unit29_relu1_zero_point (Producer)
stage3_unit29_relu1_scale (Producer)
ConvBnFusion_W_stage3_unit29_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit29_conv2_weight_scale (Producer)
ConvBnFusion_W_stage3_unit29_conv2_weight_zero_point (Producer)
stage3_unit29_bn3_zero_point (Producer)
stage3_unit29_bn3_scale (Producer)
plus44_scale (Producer)
ConvBnFusion_BN_B_stage3_unit29_bn3_beta_quantized (Producer)
plus44_zero_point (Producer)
stage3_unit30_bn1_zero_point (Producer)
stage3_unit30_bn1_scale (Producer)
ConvBnFusion_W_stage3_unit30_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit30_conv1_weight_scale (Producer)
ConvBnFusion_W_stage3_unit30_conv1_weight_zero_point (Producer)
stage3_unit30_bn2_zero_point (Producer)
stage3_unit30_bn2_scale (Producer)
stage3_unit30_relu1_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit30_bn2_beta_quantized (Producer)
stage3_unit30_relu1_scale (Producer)
ConvBnFusion_W_stage3_unit30_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage3_unit30_conv2_weight_scale (Producer)
ConvBnFusion_W_stage3_unit30_conv2_weight_zero_point (Producer)
stage3_unit30_bn3_zero_point (Producer)
stage3_unit30_bn3_scale (Producer)
plus45_zero_point (Producer)
ConvBnFusion_BN_B_stage3_unit30_bn3_beta_quantized (Producer)
plus45_scale (Producer)
ConvBnFusion_W_stage4_unit1_conv1sc_weight_zero_point (Producer)
stage4_unit1_sc_zero_point (Producer)
stage4_unit1_sc_scale (Producer)
stage4_unit1_bn1_zero_point (Producer)
ConvBnFusion_BN_B_stage4_unit1_sc_beta_quantized (Producer)
stage4_unit1_bn1_scale (Producer)
ConvBnFusion_W_stage4_unit1_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage4_unit1_conv1_weight_scale (Producer)
ConvBnFusion_W_stage4_unit1_conv1_weight_zero_point (Producer)
stage4_unit1_bn2_zero_point (Producer)
stage4_unit1_bn2_scale (Producer)
stage4_unit1_relu1_zero_point (Producer)
ConvBnFusion_BN_B_stage4_unit1_bn2_beta_quantized (Producer)
stage4_unit1_relu1_scale (Producer)
ConvBnFusion_W_stage4_unit1_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage4_unit1_conv2_weight_scale (Producer)
ConvBnFusion_W_stage4_unit1_conv2_weight_zero_point (Producer)
stage4_unit1_bn3_zero_point (Producer)
stage4_unit1_bn3_scale (Producer)
plus46_zero_point (Producer)
ConvBnFusion_BN_B_stage4_unit1_bn3_beta_quantized (Producer)
plus46_scale (Producer)
stage4_unit2_bn1_zero_point (Producer)
stage4_unit2_bn1_scale (Producer)
ConvBnFusion_W_stage4_unit2_conv1_weight_quantized (Producer)
ConvBnFusion_W_stage4_unit2_conv1_weight_scale (Producer)
ConvBnFusion_W_stage4_unit2_conv1_weight_zero_point (Producer)
stage4_unit2_bn2_zero_point (Producer)
stage4_unit2_bn2_scale (Producer)
stage4_unit2_relu1_zero_point (Producer)
ConvBnFusion_BN_B_stage4_unit2_bn2_beta_quantized (Producer)
stage4_unit2_relu1_scale (Producer)
ConvBnFusion_W_stage4_unit2_conv2_weight_quantized (Producer)
ConvBnFusion_W_stage4_unit2_conv2_weight_scale (Producer)
ConvBnFusion_W_stage4_unit2_conv2_weight_zero_point (Producer)
stage4_unit2_bn3_zero_point (Producer)
stage4_unit2_bn3_scale (Producer)
plus47_zero_point (Producer)
ConvBnFusion_BN_B_stage4_unit2_bn3_beta_quantized (Producer)
ConvBnFusion_W_stage4_unit1_conv1sc_weight_quantized (Producer)
ConvBnFusion_W_stage4_unit1_conv1sc_weight_scale (Producer)
plus47_scale (Producer)
ConvBnFusion_W_stage4_unit3_conv1_weight_quantized (Producer)
ConvBnFusion_BN_B_stage4_unit3_bn2_beta_quantized (Producer)
ConvBnFusion_W_stage4_unit3_conv2_weight_quantized (Producer)
stage4_unit3_bn3_zero_point (Producer)
stage4_unit3_bn3_scale (Producer)
plus48_zero_point (Producer)
ConvBnFusion_BN_B_stage4_unit3_bn3_beta_quantized (Producer)
plus48_scale (Producer)
flatten_1127_zero_point (Producer)
flatten_1127_scale (Producer)
pre_fc1_weight_quantized (Producer)
pre_fc1_weight_scale (Producer)
pre_fc1_weight_zero_point (Producer)
pre_fc1_MatMul_zero_point (Producer)
pre_fc1_MatMul_scale (Producer)
pre_fc1_zero_point (Producer)
pre_fc1_scale (Producer)
pre_fc1_bias_quantized (Producer)
pre_fc1_bias_scale (Producer)
pre_fc1_bias_zero_point (Producer)
ScalingFactor_2 (Producer)
ScalingFactor_4 (Producer)
ZeroPoint_2 (Producer)
mulscalar0_conv0_QuantizeLinear_ClipQuantMin (Producer)
mulscalar0_conv0_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
relu0_stage1_unit1_conv1sc_QuantizeLinear_ClipQuantMin (Producer)
relu0_stage1_unit1_conv1sc_QuantizeLinear_ClipQuantMax (Producer)
stage1_unit1_bn1_stage1_unit1_conv1_QuantizeLinear_ClipQuantMin (Producer)
stage1_unit1_bn1_stage1_unit1_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_3 (Producer)
ScalingFactor_3 (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage1_unit1_relu1_stage1_unit1_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage1_unit1_relu1_stage1_unit1_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
ZeroPoint_4 (Producer)
ScalingFactor_6 (Producer)
stage1_unit2_bn1_stage1_unit2_conv1_QuantizeLinear_ClipQuantMin (Producer)
stage1_unit2_bn1_stage1_unit2_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_5 (Producer)
ScalingFactor_5 (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage1_unit2_relu1_stage1_unit2_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage1_unit2_relu1_stage1_unit2_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
ZeroPoint_6 (Producer)
ScalingFactor_8 (Producer)
stage1_unit3_bn1_stage1_unit3_conv1_QuantizeLinear_ClipQuantMin (Producer)
stage1_unit3_bn1_stage1_unit3_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_7 (Producer)
ScalingFactor_7 (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage1_unit3_relu1_stage1_unit3_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage1_unit3_relu1_stage1_unit3_conv2_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_8 (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage2_unit1_bn1_stage2_unit1_conv1_QuantizeLinear_ClipQuantMin (Producer)
stage2_unit1_bn1_stage2_unit1_conv1_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint_9 (Producer)
ScalingFactor_9 (Producer)
ScalingFactor_10 (Producer)
ZeroPoint_10 (Producer)
stage2_unit1_relu1_stage2_unit1_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage2_unit1_relu1_stage2_unit1_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
stage2_unit2_bn1_stage2_unit2_conv1_QuantizeLinear_ClipQuantMin (Producer)
stage2_unit2_bn1_stage2_unit2_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_11 (Producer)
ScalingFactor_11 (Producer)
ScalingFactor_12 (Producer)
ZeroPoint_12 (Producer)
stage2_unit2_relu1_stage2_unit2_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage2_unit2_relu1_stage2_unit2_conv2_QuantizeLinear_ClipQuantMax (Producer)
stage2_unit3_bn1_stage2_unit3_conv1_QuantizeLinear_ClipQuantMin (Producer)
stage2_unit3_bn1_stage2_unit3_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
ZeroPoint_13 (Producer)
ScalingFactor_13 (Producer)
ScalingFactor_14 (Producer)
ZeroPoint_14 (Producer)
stage2_unit3_relu1_stage2_unit3_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage2_unit3_relu1_stage2_unit3_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
stage2_unit4_bn1_stage2_unit4_conv1_QuantizeLinear_ClipQuantMin (Producer)
stage2_unit4_bn1_stage2_unit4_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_15 (Producer)
ScalingFactor_15 (Producer)
ScalingFactor_16 (Producer)
ZeroPoint_16 (Producer)
stage2_unit4_relu1_stage2_unit4_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage2_unit4_relu1_stage2_unit4_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
stage2_unit5_bn1_stage2_unit5_conv1_QuantizeLinear_ClipQuantMin (Producer)
stage2_unit5_bn1_stage2_unit5_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_17 (Producer)
ScalingFactor_17 (Producer)
ScalingFactor_18 (Producer)
ZeroPoint_18 (Producer)
stage2_unit5_relu1_stage2_unit5_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage2_unit5_relu1_stage2_unit5_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
stage2_unit6_bn1_stage2_unit6_conv1_QuantizeLinear_ClipQuantMin (Producer)
stage2_unit6_bn1_stage2_unit6_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_19 (Producer)
ScalingFactor_19 (Producer)
ScalingFactor_20 (Producer)
ZeroPoint_20 (Producer)
stage2_unit6_relu1_stage2_unit6_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage2_unit6_relu1_stage2_unit6_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
ZeroPoint (Producer)
ScalingFactor_22 (Producer)
stage2_unit7_bn1_stage2_unit7_conv1_QuantizeLinear_ClipQuantMin (Producer)
stage2_unit7_bn1_stage2_unit7_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_21 (Producer)
ScalingFactor_21 (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage2_unit7_relu1_stage2_unit7_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage2_unit7_relu1_stage2_unit7_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
ZeroPoint_22 (Producer)
ScalingFactor (Producer)
stage2_unit8_bn1_stage2_unit8_conv1_QuantizeLinear_ClipQuantMin (Producer)
stage2_unit8_bn1_stage2_unit8_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_23 (Producer)
ScalingFactor_23 (Producer)
ScalingFactor_24 (Producer)
ZeroPoint_24 (Producer)
stage2_unit8_relu1_stage2_unit8_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage2_unit8_relu1_stage2_unit8_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
stage2_unit9_bn1_stage2_unit9_conv1_QuantizeLinear_ClipQuantMin (Producer)
stage2_unit9_bn1_stage2_unit9_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_25 (Producer)
ScalingFactor_25 (Producer)
ScalingFactor_26 (Producer)
ZeroPoint_26 (Producer)
stage2_unit9_relu1_stage2_unit9_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage2_unit9_relu1_stage2_unit9_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
stage2_unit10_bn1_stage2_unit10_conv1_QuantizeLinear_ClipQuantMin (Producer)
stage2_unit10_bn1_stage2_unit10_conv1_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor_28 (Producer)
ZeroPoint_27 (Producer)
ScalingFactor_27 (Producer)
ZeroPoint_28 (Producer)
stage2_unit10_relu1_stage2_unit10_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage2_unit10_relu1_stage2_unit10_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
stage2_unit11_bn1_stage2_unit11_conv1_QuantizeLinear_ClipQuantMin (Producer)
stage2_unit11_bn1_stage2_unit11_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_29 (Producer)
ScalingFactor_29 (Producer)
ScalingFactor_30 (Producer)
ZeroPoint_30 (Producer)
stage2_unit11_relu1_stage2_unit11_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage2_unit11_relu1_stage2_unit11_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage2_unit12_bn1_stage2_unit12_conv1_QuantizeLinear_ClipQuantMin (Producer)
ZeroPoint (Producer)
ScalingFactor_32 (Producer)
stage2_unit12_bn1_stage2_unit12_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_31 (Producer)
ScalingFactor_31 (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage2_unit12_relu1_stage2_unit12_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage2_unit12_relu1_stage2_unit12_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage2_unit13_bn1_stage2_unit13_conv1_QuantizeLinear_ClipQuantMin (Producer)
ZeroPoint_32 (Producer)
ScalingFactor (Producer)
stage2_unit13_bn1_stage2_unit13_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_33 (Producer)
ScalingFactor_33 (Producer)
ScalingFactor_34 (Producer)
ZeroPoint_34 (Producer)
stage2_unit13_relu1_stage2_unit13_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage2_unit13_relu1_stage2_unit13_conv2_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage3_unit1_bn1_stage3_unit1_conv1_QuantizeLinear_ClipQuantMin (Producer)
stage3_unit1_bn1_stage3_unit1_conv1_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint_35 (Producer)
ScalingFactor_35 (Producer)
ScalingFactor_36 (Producer)
ZeroPoint_36 (Producer)
stage3_unit1_relu1_stage3_unit1_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage3_unit1_relu1_stage3_unit1_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage3_unit2_bn1_stage3_unit2_conv1_QuantizeLinear_ClipQuantMin (Producer)
ZeroPoint (Producer)
ScalingFactor_38 (Producer)
stage3_unit2_bn1_stage3_unit2_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_37 (Producer)
ScalingFactor_37 (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage3_unit2_relu1_stage3_unit2_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage3_unit2_relu1_stage3_unit2_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage3_unit3_bn1_stage3_unit3_conv1_QuantizeLinear_ClipQuantMin (Producer)
ZeroPoint_38 (Producer)
ScalingFactor (Producer)
stage3_unit3_bn1_stage3_unit3_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_39 (Producer)
ScalingFactor_39 (Producer)
ScalingFactor_40 (Producer)
ZeroPoint_40 (Producer)
stage3_unit3_relu1_stage3_unit3_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage3_unit3_relu1_stage3_unit3_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage3_unit4_bn1_stage3_unit4_conv1_QuantizeLinear_ClipQuantMin (Producer)
ZeroPoint (Producer)
ZeroPoint_1 (Producer)
ScalingFactor_1 (Producer)
ScalingFactor_41 (Producer)
ZeroPoint_41 (Producer)
stage3_unit4_relu1_stage3_unit4_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage3_unit4_relu1_stage3_unit4_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage3_unit5_bn1_stage3_unit5_conv1_QuantizeLinear_ClipQuantMin (Producer)
stage3_unit5_bn1_stage3_unit5_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint (Producer)
ScalingFactor_43 (Producer)
ZeroPoint_42 (Producer)
ScalingFactor_42 (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage3_unit5_relu1_stage3_unit5_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage3_unit5_relu1_stage3_unit5_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
ZeroPoint_43 (Producer)
ScalingFactor_45 (Producer)
stage3_unit6_bn1_stage3_unit6_conv1_QuantizeLinear_ClipQuantMin (Producer)
stage3_unit6_bn1_stage3_unit6_conv1_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint_44 (Producer)
ScalingFactor_44 (Producer)
ZeroPoint (Producer)
stage3_unit6_relu1_stage3_unit6_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage3_unit6_relu1_stage3_unit6_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage3_unit7_bn1_stage3_unit7_conv1_QuantizeLinear_ClipQuantMin (Producer)
ZeroPoint_45 (Producer)
ScalingFactor (Producer)
stage3_unit7_bn1_stage3_unit7_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_46 (Producer)
ScalingFactor_46 (Producer)
ScalingFactor_47 (Producer)
ZeroPoint_47 (Producer)
stage3_unit7_relu1_stage3_unit7_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage3_unit7_relu1_stage3_unit7_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
ZeroPoint (Producer)
ScalingFactor_49 (Producer)
stage3_unit8_bn1_stage3_unit8_conv1_QuantizeLinear_ClipQuantMin (Producer)
stage3_unit8_bn1_stage3_unit8_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_48 (Producer)
ScalingFactor_48 (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage3_unit8_relu1_stage3_unit8_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage3_unit8_relu1_stage3_unit8_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage3_unit9_bn1_stage3_unit9_conv1_QuantizeLinear_ClipQuantMin (Producer)
ZeroPoint_49 (Producer)
ScalingFactor_51 (Producer)
stage3_unit9_bn1_stage3_unit9_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_50 (Producer)
ScalingFactor_50 (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage3_unit9_relu1_stage3_unit9_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage3_unit9_relu1_stage3_unit9_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
ZeroPoint_51 (Producer)
ScalingFactor_53 (Producer)
stage3_unit10_bn1_stage3_unit10_conv1_QuantizeLinear_ClipQuantMin (Producer)
stage3_unit10_bn1_stage3_unit10_conv1_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint_52 (Producer)
ScalingFactor_52 (Producer)
ZeroPoint (Producer)
stage3_unit10_relu1_stage3_unit10_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage3_unit10_relu1_stage3_unit10_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage3_unit11_bn1_stage3_unit11_conv1_QuantizeLinear_ClipQuantMin (Producer)
ZeroPoint_53 (Producer)
ScalingFactor_55 (Producer)
stage3_unit11_bn1_stage3_unit11_conv1_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint_54 (Producer)
ScalingFactor_54 (Producer)
ZeroPoint (Producer)
stage3_unit11_relu1_stage3_unit11_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage3_unit11_relu1_stage3_unit11_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
ZeroPoint_55 (Producer)
ScalingFactor_57 (Producer)
stage3_unit12_bn1_stage3_unit12_conv1_QuantizeLinear_ClipQuantMin (Producer)
stage3_unit12_bn1_stage3_unit12_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_56 (Producer)
ScalingFactor_56 (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage3_unit12_relu1_stage3_unit12_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage3_unit12_relu1_stage3_unit12_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage3_unit13_bn1_stage3_unit13_conv1_QuantizeLinear_ClipQuantMin (Producer)
ZeroPoint_57 (Producer)
ScalingFactor (Producer)
stage3_unit13_bn1_stage3_unit13_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_58 (Producer)
ScalingFactor_58 (Producer)
ScalingFactor_59 (Producer)
ZeroPoint_59 (Producer)
stage3_unit13_relu1_stage3_unit13_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage3_unit13_relu1_stage3_unit13_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
stage3_unit14_bn1_stage3_unit14_conv1_QuantizeLinear_ClipQuantMin (Producer)
stage3_unit14_bn1_stage3_unit14_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_60 (Producer)
ScalingFactor_60 (Producer)
ScalingFactor_61 (Producer)
ZeroPoint_61 (Producer)
stage3_unit14_relu1_stage3_unit14_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage3_unit14_relu1_stage3_unit14_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage3_unit15_bn1_stage3_unit15_conv1_QuantizeLinear_ClipQuantMin (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
stage3_unit15_bn1_stage3_unit15_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_62 (Producer)
ScalingFactor_62 (Producer)
ScalingFactor_63 (Producer)
ZeroPoint_63 (Producer)
stage3_unit15_relu1_stage3_unit15_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage3_unit15_relu1_stage3_unit15_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage3_unit16_bn1_stage3_unit16_conv1_QuantizeLinear_ClipQuantMin (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
stage3_unit16_bn1_stage3_unit16_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_64 (Producer)
ScalingFactor_64 (Producer)
ScalingFactor_65 (Producer)
ZeroPoint_65 (Producer)
stage3_unit16_relu1_stage3_unit16_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage3_unit16_relu1_stage3_unit16_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage3_unit17_bn1_stage3_unit17_conv1_QuantizeLinear_ClipQuantMin (Producer)
ZeroPoint (Producer)
ScalingFactor_67 (Producer)
stage3_unit17_bn1_stage3_unit17_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_66 (Producer)
ScalingFactor_66 (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage3_unit17_relu1_stage3_unit17_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage3_unit17_relu1_stage3_unit17_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage3_unit18_bn1_stage3_unit18_conv1_QuantizeLinear_ClipQuantMin (Producer)
ZeroPoint_67 (Producer)
ScalingFactor_69 (Producer)
stage3_unit18_bn1_stage3_unit18_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_68 (Producer)
ScalingFactor_68 (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage3_unit18_relu1_stage3_unit18_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage3_unit18_relu1_stage3_unit18_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage3_unit19_bn1_stage3_unit19_conv1_QuantizeLinear_ClipQuantMin (Producer)
ZeroPoint_69 (Producer)
ScalingFactor (Producer)
stage3_unit19_bn1_stage3_unit19_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_70 (Producer)
ScalingFactor_70 (Producer)
ScalingFactor_71 (Producer)
ZeroPoint_71 (Producer)
stage3_unit19_relu1_stage3_unit19_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage3_unit19_relu1_stage3_unit19_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage3_unit20_bn1_stage3_unit20_conv1_QuantizeLinear_ClipQuantMin (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
stage3_unit20_bn1_stage3_unit20_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_72 (Producer)
ScalingFactor_72 (Producer)
ScalingFactor_73 (Producer)
ZeroPoint_73 (Producer)
stage3_unit20_relu1_stage3_unit20_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage3_unit20_relu1_stage3_unit20_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage3_unit21_bn1_stage3_unit21_conv1_QuantizeLinear_ClipQuantMin (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
stage3_unit21_bn1_stage3_unit21_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_74 (Producer)
ScalingFactor_74 (Producer)
ScalingFactor_75 (Producer)
ZeroPoint_75 (Producer)
stage3_unit21_relu1_stage3_unit21_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage3_unit21_relu1_stage3_unit21_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage3_unit22_bn1_stage3_unit22_conv1_QuantizeLinear_ClipQuantMin (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
stage3_unit22_bn1_stage3_unit22_conv1_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor_77 (Producer)
ZeroPoint_77 (Producer)
stage3_unit22_relu1_stage3_unit22_conv2_QuantizeLinear_ClipQuantMin (Producer)
ZeroPoint_76 (Producer)
ScalingFactor_76 (Producer)
stage3_unit22_relu1_stage3_unit22_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage3_unit23_bn1_stage3_unit23_conv1_QuantizeLinear_ClipQuantMin (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
stage3_unit23_bn1_stage3_unit23_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_78 (Producer)
ScalingFactor_78 (Producer)
ScalingFactor_79 (Producer)
ZeroPoint_79 (Producer)
stage3_unit23_relu1_stage3_unit23_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage3_unit23_relu1_stage3_unit23_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage3_unit24_bn1_stage3_unit24_conv1_QuantizeLinear_ClipQuantMin (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
stage3_unit24_bn1_stage3_unit24_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_80 (Producer)
ScalingFactor_80 (Producer)
ScalingFactor_81 (Producer)
ZeroPoint_81 (Producer)
stage3_unit24_relu1_stage3_unit24_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage3_unit24_relu1_stage3_unit24_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage3_unit25_bn1_stage3_unit25_conv1_QuantizeLinear_ClipQuantMin (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
stage3_unit25_bn1_stage3_unit25_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_82 (Producer)
ScalingFactor_82 (Producer)
ScalingFactor_83 (Producer)
ZeroPoint_83 (Producer)
stage3_unit25_relu1_stage3_unit25_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage3_unit25_relu1_stage3_unit25_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage3_unit26_bn1_stage3_unit26_conv1_QuantizeLinear_ClipQuantMin (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
stage3_unit26_bn1_stage3_unit26_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_84 (Producer)
ScalingFactor_84 (Producer)
ScalingFactor_85 (Producer)
ZeroPoint_85 (Producer)
stage3_unit26_relu1_stage3_unit26_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage3_unit26_relu1_stage3_unit26_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage3_unit27_bn1_stage3_unit27_conv1_QuantizeLinear_ClipQuantMin (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
stage3_unit27_bn1_stage3_unit27_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_86 (Producer)
ScalingFactor_86 (Producer)
ScalingFactor_87 (Producer)
ZeroPoint_87 (Producer)
stage3_unit27_relu1_stage3_unit27_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage3_unit27_relu1_stage3_unit27_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage3_unit28_bn1_stage3_unit28_conv1_QuantizeLinear_ClipQuantMin (Producer)
ZeroPoint (Producer)
ScalingFactor_89 (Producer)
stage3_unit28_bn1_stage3_unit28_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_88 (Producer)
ScalingFactor_88 (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage3_unit28_relu1_stage3_unit28_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage3_unit28_relu1_stage3_unit28_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage3_unit29_bn1_stage3_unit29_conv1_QuantizeLinear_ClipQuantMin (Producer)
ZeroPoint_89 (Producer)
ScalingFactor_91 (Producer)
stage3_unit29_bn1_stage3_unit29_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_90 (Producer)
ScalingFactor_90 (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage3_unit29_relu1_stage3_unit29_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage3_unit29_relu1_stage3_unit29_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage3_unit30_bn1_stage3_unit30_conv1_QuantizeLinear_ClipQuantMin (Producer)
ZeroPoint_91 (Producer)
ScalingFactor_93 (Producer)
stage3_unit30_bn1_stage3_unit30_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_92 (Producer)
ScalingFactor_92 (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage3_unit30_relu1_stage3_unit30_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage3_unit30_relu1_stage3_unit30_conv2_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint_93 (Producer)
ScalingFactor_94 (Producer)
ZeroPoint_94 (Producer)
stage4_unit1_bn1_stage4_unit1_conv1_QuantizeLinear_ClipQuantMin (Producer)
stage4_unit1_bn1_stage4_unit1_conv1_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
ScalingFactor_95 (Producer)
ZeroPoint_95 (Producer)
stage4_unit1_relu1_stage4_unit1_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage4_unit1_relu1_stage4_unit1_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
stage4_unit2_bn1_stage4_unit2_conv1_QuantizeLinear_ClipQuantMin (Producer)
stage4_unit2_bn1_stage4_unit2_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
ZeroPoint_96 (Producer)
ScalingFactor_96 (Producer)
ScalingFactor_97 (Producer)
ZeroPoint_97 (Producer)
stage4_unit2_relu1_stage4_unit2_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage4_unit2_relu1_stage4_unit2_conv2_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor_98 (Producer)
ZeroPoint_98 (Producer)
stage4_unit3_bn1_stage4_unit3_conv1_QuantizeLinear_ClipQuantMin (Producer)
ZeroPoint (Producer)
stage4_unit3_bn1_stage4_unit3_conv1_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
ScalingFactor_99 (Producer)
ZeroPoint_99 (Producer)
stage4_unit3_relu1_stage4_unit3_conv2_QuantizeLinear_ClipQuantMin (Producer)
stage4_unit3_relu1_stage4_unit3_conv2_QuantizeLinear_ClipQuantMax (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
ScalingFactor (Producer)
ZeroPoint (Producer)
flatten_1127_pre_fc1_MatMul_QuantizeLinear_ClipQuantMin (Producer)
ZeroPoint_100 (Producer)
flatten_1127_pre_fc1_MatMul_QuantizeLinear_ClipQuantMax (Producer)
ScalingFactor_100 (Producer)
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===============
Set backend
===============

convCore
[WARNING]   (PaddedConv2D)", "stage4_unit3_bn2_stage4_unit3_conv1_DequantizeLinear_SubDeQuant
[WARNING]   (Sub)", "stage4_unit3_bn2_stage4_unit3_conv1_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "stage4_unit3_relu1 (PRelu)",
[WARNING]   "stage4_unit3_relu1_stage4_unit3_conv2_QuantizeLinear_MulQuant (Mul)",
[WARNING]   "stage4_unit3_relu1_stage4_unit3_conv2_QuantizeLinear_AddQuant (Add)",
[WARNING]   "stage4_unit3_relu1_stage4_unit3_conv2_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "stage4_unit3_conv2_quant_convCore (PaddedConv2D)", "plus48_quant (QLinearAdd)",
[WARNING]   "plus48__plus48_DequantizeLinear_SubDeQuant (Sub)",
[WARNING]   "plus48__plus48_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "flatten_1127_pre_fc1_MatMul_QuantizeLinear_AddQuant (Add)",
[WARNING]   "flatten_1127_pre_fc1_MatMul_QuantizeLinear_ClipQuant (Clip)",
[WARNING]   "flatten_1127_pre_fc1_MatMul_QuantizeLinear_MulQuant (Mul)", "pre_fc1_MatMul_quant
[WARNING]   (QLinearMatMul)", "pre_fc1_Add_quant (QLinearAdd)",
[WARNING]   "pre_fc1_pre_fc1_Add_DequantizeLinear_MulDeQuant (Mul)",
[WARNING]   "pre_fc1_pre_fc1_Add_DequantizeLinear_SubDeQuant (Sub)"].
[ERROR] - Assertion failed: exists(key) in /opt/aidge/aidge/aidge_core/include/aidge/utils/Registrar.hpp:87
[FATAL] - missing or invalid registrar key: "export_cpp" for registrable object N5Aidge8Round_OpE
[FATAL]   Did you include/import the corresponding module?
[FATAL]   If so, it is possible that the object is not yet supported.
[FATAL]   
[FATAL]   Available registrar keys are:
[FATAL]       cpu
Traceback (most recent call last):
  File "/app/AI_Project/01_generate_cpp.py", line 115, in <module>
    model_aidge.set_backend(aidge_export_cpp.ExportLibCpp._name)
RuntimeError: missing or invalid registrar key: "export_cpp" for registrable object N5Aidge8Round_OpE
Did you include/import the corresponding module?
If so, it is possible that the object is not yet supported.

Available registrar keys are:
    cpu
Error: export_model/data directory does not exist.
error.log
sed: can't read export_model/Makefile: No such file or directory
sed: can't read export_model/Makefile: No such file or directory
sed: can't read export_model/Makefile: No such file or directory
sed: can't read export_model/Makefile: No such file or directory
./AI_Project/03_build.sh: line 17: cd: export_model: No such file or directory
make: AI_Build AI_Deploy AI_Manager AI_Project AI_Support ConvNet.onnx MLP_MNIST.onnx MobileNet-v2.onnx README.md __pycache__ arcfaceresnet10011int8.onnx config.json docker examples exit_functions.sh mnist.onnx mnist_test_input_type2.bin model_1D_classifier.onnx model_type2.onnx print_raw_output.py type1_test.sh type2_test.sh type3_test.sh No targets specified and no makefile found. Stop.

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