214288 - rpi4b aidge – dAIEdge-VLab Status

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rpi4b

rpi4b-0002-0002

aidge

214288 - rpi4b aidge

❗

Summary: Test failed.

Model Details

model name : DSCNN_int8.onnx

Logs Details

user.log

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

input_1 ['unk__232', 49, 10, 1]

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

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  Node(name='functional_1_activation_7_Relu;functional_1_batch_normalization_7_FusedBatchNormV3;functional_1_depthwise_conv2d_3_depthwise;functional_1_depthwise_conv2d_3_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depthwise_conv2d_3_BiasAdd_ReadVariableOp_resource1_quantize', optype='Quantizer', parents: [1], children: [[1]])
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  2d_1_BiasAdd_ReadVariableOp_resource_dequant[0m]
[[94mNOTICE[0m]   of type [[1m[3mDequantizeLinear[0m] as a GenericOperator.
[[94mNOTICE[0m]   	* axis : 0
[[33mWARNING[0m] - Warning: Unsupported attribute 'axis' with value 0 for operator 'DequantizeLinear' with
[[33mWARNING[0m]   opset 15. This node will be filled by a GenericOperator.
[[94mNOTICE[0m] - Loaded node
[[94mNOTICE[0m]   [[1m[3mfunctional_1_activation_2_Relu;functional_1_batch_normalization_2_FusedBatchNormV3;funct
[[94mNOTICE[0m]   onal_1_conv2d_1_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_1_BiasAdd;functional_
[[94mNOTICE[0m]   _conv2d_4_Conv2D;functional_1_conv2d_1_Conv2D_dequant[0m] of type [[1m[3mDequantizeLinear[0m] as a
[[94mNOTICE[0m]   GenericOperator.
[[94mNOTICE[0m]   	* axis : 0
[[33mWARNING[0m] - Warning: Unsupported attribute 'axis' with value 0 for operator 'DequantizeLinear' with
[[33mWARNING[0m]   opset 15. This node will be filled by a GenericOperator.
[[94mNOTICE[0m] - Loaded node
[[94mNOTICE[0m]   [[1m[3mfunctional_1_activation_1_Relu;functional_1_batch_normalization_1_FusedBatchNormV3;funct
[[94mNOTICE[0m]   onal_1_depthwise_conv2d_depthwise;functional_1_depthwise_conv2d_BiasAdd;functional_1_conv
[[94mNOTICE[0m]   d_4_Conv2D;functional_1_depthwise_conv2d_BiasAdd_ReadVariableOp_resource_dequant[0m] of type
[[94mNOTICE[0m]   [[1m[3mDequantizeLinear[0m] as a GenericOperator.
[[94mNOTICE[0m]   	* axis : 0
[[33mWARNING[0m] - Warning: Unsupported attribute 'axis' with value 0 for operator 'DequantizeLinear' with
[[33mWARNING[0m]   opset 15. This node will be filled by a GenericOperator.
[[94mNOTICE[0m] - Loaded node
[[94mNOTICE[0m]   [[1m[3mfunctional_1_activation_Relu;functional_1_batch_normalization_FusedBatchNormV3;functiona
[[94mNOTICE[0m]   _1_conv2d_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_BiasAdd;functional_1_conv2d
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[[94mNOTICE[0m]   GenericOperator.
[[94mNOTICE[0m]   	* axis : 0
[[94mNOTICE[0m] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_1.
[[94mNOTICE[0m] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_1.
[[94mNOTICE[0m] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_2.
[[94mNOTICE[0m] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_2.
[[94mNOTICE[0m] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_3.
[[94mNOTICE[0m] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_3.
[[94mNOTICE[0m] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_4.
[[94mNOTICE[0m] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_4.
[[94mNOTICE[0m] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_5.
[[94mNOTICE[0m] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_5.
[[94mNOTICE[0m] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_6.
[[94mNOTICE[0m] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_6.
[[94mNOTICE[0m] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_7.
[[94mNOTICE[0m] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_7.
[[94mNOTICE[0m] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_8.
[[94mNOTICE[0m] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_8.
[[94mNOTICE[0m] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_9.
[[94mNOTICE[0m] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_9.
[[94mNOTICE[0m] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_10.
[[94mNOTICE[0m] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_10.
[[94mNOTICE[0m] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_11.
[[94mNOTICE[0m] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_11.
[[94mNOTICE[0Node(name='scale__69', optype='Producer', children: [[1]])
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  Node(name='functional_1_activation_7_Relu;functional_1_batch_normalization_7_FusedBatchNormV3;functional_1_depthwise_conv2d_3_depthwise;functional_1_depthwise_conv2d_3_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depthwise_conv2d_3_BiasAdd_ReadVariableOp_resource1_prequant__146_DequantizeLinear__230', optype='Dequantizer', parents: [1], children: [[1]])
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  Node(name='functional_1_dense_BiasAdd_ReadVariableOp_resource_dequant', optype='Dequantizer', parents: [1], children: [[1]])
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===============
Supported nodes
===============

Native operators: 92 (12 types)
- Add: 1
- AvgPooling2D: 1
- Conv2D: 4
- Dequantizer: 14
- MatMul: 1
- PaddedConv2D: 1
- PaddedConvDepthWise2D: 4
- Producer: 42
- Quantizer: 12
- ReLU: 9
- Reshape: 2
- Softmax: 1
Generic operators: 18 (1 types)
- DequantizeLinear: 18
Native types coverage: 92.3% (12/13)
Native operators coverage: 83.6% (92/110)
  (defaultdict(<class 'int'>, {'Dequantizer': 14, 'Quantizer': 12, 'Producer': 42, 'MatMul': 1, 'Reshape': 2, 'AvgPooling2D': 1, 'Add': 1, 'Softmax': 1, 'Conv2D': 4, 'ReLU': 9, 'PaddedConvDepthWise2D': 4, 'PaddedConv2D': 1}), defaultdict(<class 'int'>, {'DequantizeLinear': 18}))

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

Remove flatten
Fuse batchnorm
Expand metaop
Fuse to metaop

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

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  Node(name='scale__61', optype='Producer', children: [[1]])
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  Node(name='functional_1_activation_8_Relu;functional_1_batch_normalization_8_FusedBatchNormV3;functional_1_conv2d_4_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_4_BiasAdd;functional_1_conv2d_4_Conv2D_dequant', optype='DequantizeLinear', parents: [1, 1, 1], children: [[1]])
  Node(name='functional_1_dense_BiasAdd_quantize_ClipQuantMax', optype='Producer', children: [[1]])
  Node(name='functional_1_batch_normalization_3_FusedBatchNormV3;functional_1_depthwise_conv2d_1_depthwise;functional_1_depthwise_conv2d_1_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depthwise_conv2d_1_BiasAdd_ReadVariableOp_resource_dequant', optype='DequantizeLinear', parents: [1, 1, 1], children: [[1]])
  Node(name='functional_1_batch_normalization_5_FusedBatchNormV3;functional_1_depthwise_conv2d_2_depthwise;functional_1_depthwise_conv2d_2_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depthwise_conv2d_2_BiasAdd_ReadVariableOp_resource_dequant', optype='DequantizeLinear', parents: [1, 1, 1], children: [[1]])
  Node(name='functional_1_batch_normalization_7_FusedBatchNormV3;functional_1_depthwise_conv2d_3_depthwise;functional_1_depthwise_conv2d_3_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depthwise_conv2d_3_BiasAdd_ReadVariableOp_resource_dequant', optype='DequantizeLinear', parents: [1, 1, 1], children: [[1]])
  Node(name='functional_1_activation_7_Relu;functional_1_batch_normalization_7_FusedBatchNormV3;functional_1_depthwise_conv2d_3_depthwise;functional_1_depthwise_conv2d_3_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depthwise_conv2d_3_BiasAdd_ReadVariableOp_resource1_quantize_CastOut', optype='Cast', parents: [1], children: [[1]])
  Node(name='functional_1_conv2d_Conv2D_dequant', optype='DequantizeLinear', parents: [1, 1, 1], children: [[1]])
  Node(name='Identity_quantize_CastIn', optype='Cast', parents: [1], children: [[1]])
  Node(name='functional_1_activation_7_Relu;functional_1_batch_normalization_7_FusedBatchNormV3;functional_1_depthwise_conv2d_3_depthwise;functional_1_depthwise_conv2d_3_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depthwise_conv2d_3_BiasAdd_ReadVariableOp_resource', optype='Producer', children: [[1]])
  Node(name='functional_1_conv2d_1_Conv2D_dequant', optype='DequantizeLinear', parents: [1, 1, 1], children: [[1]])
  Node(name='functional_1_activation_5_Relu;functional_1_batch_normalization_5_FusedBatchNormV3;functional_1_depthwise_conv2d_2_depthwise;functional_1_depthwise_conv2d_2_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depthwise_conv2d_2_BiasAdd_ReadVariableOp_resource1_quantize_CastOut', optype='Cast', parents: [1], children: [[1]])
  Node(name='functional_1_conv2d_2_Conv2D_dequant', optype='DequantizeLinear', parents: [1, 1, 1], children: [[1]])
  Node(name='functional_1_conv2d_3_Conv2D_dequant', optype='DequantizeLinear', parents: [1, 1, 1], children: [[1]])
  Node(name='functional_1_average_pooling2d_AvgPool_prequant__166_DequantizeLinear__216_SubDeQuant', optype='Sub', parents: [1, 1], children: [[1]])
m] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_12.
[[94mNOTICE[0m] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_12.
[[94mNOTICE[0m] - Node name "ScalingFactor" is a duplicate, renaming it to ScalingFactor_13.
[[94mNOTICE[0m] - Node name "ZeroPoint" is a duplicate, renaming it to ZeroPoint_13.
[[33mWARNING[0m] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[[33mWARNING[0m]   implementation has been provided!
[[33mWARNING[0m] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[[33mWARNING[0m]   implementation has been provided!
[[33mWARNING[0m] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[[33mWARNING[0m]   implementation has been provided!
[[33mWARNING[0m] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[[33mWARNING[0m]   implementation has been provided!
[[33mWARNING[0m] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[[33mWARNING[0m]   implementation has been provided!
[[33mWARNING[0m] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[[33mWARNING[0m]   implementation has been provided!
[[33mWARNING[0m] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[[33mWARNING[0m]   implementation has been provided!
[[33mWARNING[0m] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[[33mWARNING[0m]   implementation has been provided!
[[33mWARNING[0m] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[[33mWARNING[0m]   implementation has been provided!
[[33mWARNING[0m] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[[33mWARNING[0m]   implementation has been provided!
[[33mWARNING[0m] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[[33mWARNING[0m]   implementation has been provided!
[[33mWARNING[0m] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[[33mWARNING[0m]   implementation has been provided!
[[33mWARNING[0m] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[[33mWARNING[0m]   implementation has been provided!
[[33mWARNING[0m] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[[33mWARNING[0m]   implementation has been provided!
[[33mWARNING[0m] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[[33mWARNING[0m]   implementation has been provided!
[[33mWARNING[0m] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[[33mWARNING[0m]   implementation has been provided!
[[33mWARNING[0m] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[[33mWARNING[0m]   implementation has been provided!
[[33mWARNING[0m] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[[33mWARNING[0m]   implementation has been provided!
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_3_Relu;functional_1_batch_normalization_3_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_depthwise_conv2d_1_depthwise;functional_1_depthwise_conv2d_1_BiasAdd;functional_1_con
[[31mERROR[0m]   2d_4_Conv2D;functional_1_depthwise_conv2d_1_BiasAdd_ReadVariableOp_resource_dequant (of
[[31mERROR[0m]   type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node functional_1_conv2d_4_Conv2D_dequant (of type
[[31mERROR[0m]   DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node functional_1_conv2d_3_Conv2D_dequant (of type
[[31mERROR[0m]   DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node functional_1_conv2d_2_Conv2D_dequant (of type
[[31mERROR[0m]   DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node functional_1_conv2d_1_Conv2D_dequant (of type
[[31mERROR[0m]   DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node functional_1_conv2d_Conv2D_dequant (of type
[[31mERROR[0m]   DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_batch_normalization_7_FusedBatchNormV3;functional_1_depthwise_conv2d_3_depthw
[[31mERROR[0m]   se;functional_1_depthwise_conv2d_3_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depth
[[31mERROR[0m]   ise_conv2d_3_BiasAdd_ReadVariableOp_resource_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_batch_normalization_5_FusedBatchNormV3;functional_1_depthwise_conv2d_2_depthw
[[31mERROR[0m]   se;functional_1_depthwise_conv2d_2_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depth
[[31mERROR[0m]   ise_conv2d_2_BiasAdd_ReadVariableOp_resource_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_batch_normalization_3_FusedBatchNormV3;functional_1_depthwise_conv2d_1_depthw
[[31mERROR[0m]   se;functional_1_depthwise_conv2d_1_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depth
[[31mERROR[0m]   ise_conv2d_1_BiasAdd_ReadVariableOp_resource_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_batch_normalization_1_FusedBatchNormV3;functional_1_depthwise_conv2d_depthwis
[[31mERROR[0m]   ;functional_1_depthwise_conv2d_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depthwise
[[31mERROR[0m]   conv2d_BiasAdd_ReadVariableOp_resource_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_8_Relu;functional_1_batch_normalization_8_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_conv2d_4_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_4_BiasAdd;functional_1_c
[[31mERROR[0m]   nv2d_4_Conv2D_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_7_Relu;functional_1_batch_normalization_7_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_depthwise_conv2d_3_depthwise;functional_1_depthwise_conv2d_3_BiasAdd;functional_1_con
[[31mERROR[0m]   2d_4_Conv2D;functional_1_depthwise_conv2d_3_BiasAdd_ReadVariableOp_resource_dequant (of
[[31mERROR[0m]   type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_6_Relu;functional_1_batch_normalization_6_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_conv2d_3_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_3_BiasAdd;functional_1_c
[[31mERROR[0m]   nv2d_4_Conv2D;functional_1_conv2d_3_Conv2D_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_5_Relu;functional_1_batch_normalization_5_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_depthwise_conv2d_2_depthwise;functional_1_depthwise_conv2d_2_BiasAdd;functional_1_con
[[31mERROR[0m]   2d_4_Conv2D;functional_1_depthwise_conv2d_2_BiasAdd_ReadVariableOp_resource_dequant (of
[[31mERROR[0m]   type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_4_Relu;functional_1_batch_normalization_4_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_conv2d_2_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_2_BiasAdd;functional_1_c
[[31mERROR[0m]   nv2d_4_Conv2D;functional_1_conv2d_2_Conv2D_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_2_Relu;functional_1_batch_normalization_2_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_conv2d_1_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_1_BiasAdd;functional_1_c
[[31mERROR[0m]   nv2d_4_Conv2D;functional_1_conv2d_1_Conv2D_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_1_Relu;functional_1_batch_normalization_1_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_depthwise_conv2d_depthwise;functional_1_depthwise_conv2d_BiasAdd;functional_1_conv2d_
[[31mERROR[0m]   _Conv2D;functional_1_depthwise_conv2d_BiasAdd_ReadVariableOp_resource_dequant (of type
[[31mERROR[0m]   DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_Relu;functional_1_batch_normalization_FusedBatchNormV3;functional_
[[31mERROR[0m]   _conv2d_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_BiasAdd;functional_1_conv2d_4_
[[31mERROR[0m]   onv2D;functional_1_conv2d_Conv2D_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_3_Relu;functional_1_batch_normalization_3_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_depthwise_conv2d_1_depthwise;functional_1_depthwise_conv2d_1_BiasAdd;functional_1_con
[[31mERROR[0m]   2d_4_Conv2D;functional_1_depthwise_conv2d_1_BiasAdd_ReadVariableOp_resource_dequant (of
[[31mERROR[0m]   type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node functional_1_conv2d_4_Conv2D_dequant (of type
[[31mERROR[0m]   DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node functional_1_conv2d_3_Conv2D_dequant (of type
[[31mERROR[0m]   DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node functional_1_conv2d_2_Conv2D_dequant (of type
[[31mERROR[0m]   DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node functional_1_conv2d_1_Conv2D_dequant (of type
[[31mERROR[0m]   DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node functional_1_conv2d_Conv2D_dequant (of type
[[31mERROR[0m]   DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_batch_normalization_7_FusedBatchNormV3;functional_1_depthwise_conv2d_3_depthw
[[31mERROR[0m]   se;functional_1_depthwise_conv2d_3_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depth
[[31mERROR[0m]   ise_conv2d_3_BiasAdd_ReadVariableOp_resource_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_batch_normalization_5_FusedBatchNormV3;functional_1_depthwise_conv2d_2_depthw
[[31mERROR[0m]   se;functional_1_depthwise_conv2d_2_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depth
[[31mERROR[0m]   ise_conv2d_2_BiasAdd_ReadVariableOp_resource_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_batch_normalization_3_FusedBatchNormV3;functional_1_depthwise_conv2d_1_depthw
[[31mERROR[0m]   se;functional_1_depthwise_conv2d_1_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depth
[[31mERROR[0m]   ise_conv2d_1_BiasAdd_ReadVariableOp_resource_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_batch_normalization_1_FusedBatchNormV3;functional_1_depthwise_conv2d_depthwis
[[31mERROR[0m]   ;functional_1_depthwise_conv2d_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depthwise
[[31mERROR[0m]   conv2d_BiasAdd_ReadVariableOp_resource_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_8_Relu;functional_1_batch_normalization_8_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_conv2d_4_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_4_BiasAdd;functional_1_c
[[31mERROR[0m]   nv2d_4_Conv2D_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_7_Relu;functional_1_batch_normalization_7_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_depthwise_conv2d_3_depthwise;functional_1_depthwise_conv2d_3_BiasAdd;functional_1_con
[[31mERROR[0m]   2d_4_Conv2D;functional_1_depthwise_conv2d_3_BiasAdd_ReadVariableOp_resource_dequant (of
[[31mERROR[0m]   type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_6_Relu;functional_1_batch_normalization_6_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_conv2d_3_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_3_BiasAdd;functional_1_c
[[31mERROR[0m]   nv2d_4_Conv2D;functional_1_conv2d_3_Conv2D_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_5_Relu;functional_1_batch_normalization_5_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_depthwise_conv2d_2_depthwise;functional_1_depthwise_conv2d_2_BiasAdd;functional_1_con
[[31mERROR[0m]   2d_4_Conv2D;functional_1_depthwise_conv2d_2_BiasAdd_ReadVariableOp_resource_dequant (of
[[31mERROR[0m]   type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_4_Relu;functional_1_batch_normalization_4_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_conv2d_2_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_2_BiasAdd;functional_1_c
[[31mERROR[0m]   nv2d_4_Conv2D;functional_1_conv2d_2_Conv2D_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_2_Relu;functional_1_batch_normalization_2_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_conv2d_1_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_1_BiasAdd;functional_1_c
[[31mERROR[0m]   nv2d_4_Conv2D;functional_1_conv2d_1_Conv2D_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_1_Relu;functional_1_batch_normalization_1_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_depthwise_conv2d_depthwise;functional_1_depthwise_conv2d_BiasAdd;functional_1_conv2d_
[[31mERROR[0m]   _Conv2D;functional_1_depthwise_conv2d_BiasAdd_ReadVariableOp_resource_dequant (of type
[[31mERROR[0m]   DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_Relu;functional_1_batch_normalization_FusedBatchNormV3;functional_
[[31mERROR[0m]   _conv2d_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_BiasAdd;functional_1_conv2d_4_
[[31mERROR[0m]   onv2D;functional_1_conv2d_Conv2D_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_3_Relu;functional_1_batch_normalization_3_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_depthwise_conv2d_1_depthwise;functional_1_depthwise_conv2d_1_BiasAdd;functional_1_con
[[31mERROR[0m]   2d_4_Conv2D;functional_1_depthwise_conv2d_1_BiasAdd_ReadVariableOp_resource_dequant (of
[[31mERROR[0m]   type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node functional_1_conv2d_4_Conv2D_dequant (of type
[[31mERROR[0m]   DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node functional_1_conv2d_3_Conv2D_dequant (of type
[[31mERROR[0m]   DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node functional_1_conv2d_2_Conv2D_dequant (of type
[[31mERROR[0m]   DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node functional_1_conv2d_1_Conv2D_dequant (of type
[[31mERROR[0m]   DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node functional_1_conv2d_Conv2D_dequant (of type
[[31mERROR[0m]   DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_batch_normalization_7_FusedBatchNormV3;functional_1_depthwise_conv2d_3_depthw
[[31mERROR[0m]   se;functional_1_depthwise_conv2d_3_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depth
[[31mERROR[0m]   ise_conv2d_3_BiasAdd_ReadVariableOp_resource_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_batch_normalization_5_FusedBatchNormV3;functional_1_depthwise_conv2d_2_depthw
[[31mERROR[0m]   se;functional_1_depthwise_conv2d_2_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depth
[[31mERROR[0m]   ise_conv2d_2_BiasAdd_ReadVariableOp_resource_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_batch_normalization_3_FusedBatchNormV3;functional_1_depthwise_conv2d_1_depthw
[[31mERROR[0m]   se;functional_1_depthwise_conv2d_1_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depth
[[31mERROR[0m]   ise_conv2d_1_BiasAdd_ReadVariableOp_resource_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_batch_normalization_1_FusedBatchNormV3;functional_1_depthwise_conv2d_depthwis
[[31mERROR[0m]   ;functional_1_depthwise_conv2d_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depthwise
[[31mERROR[0m]   conv2d_BiasAdd_ReadVariableOp_resource_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_8_Relu;functional_1_batch_normalization_8_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_conv2d_4_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_4_BiasAdd;functional_1_c
[[31mERROR[0m]   nv2d_4_Conv2D_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_7_Relu;functional_1_batch_normalization_7_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_depthwise_conv2d_3_depthwise;functional_1_depthwise_conv2d_3_BiasAdd;functional_1_con
[[31mERROR[0m]   2d_4_Conv2D;functional_1_depthwise_conv2d_3_BiasAdd_ReadVariableOp_resource_dequant (of
[[31mERROR[0m]   type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_6_Relu;functional_1_batch_normalization_6_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_conv2d_3_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_3_BiasAdd;functional_1_c
[[31mERROR[0m]   nv2d_4_Conv2D;functional_1_conv2d_3_Conv2D_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_5_Relu;functional_1_batch_normalization_5_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_depthwise_conv2d_2_depthwise;functional_1_depthwise_conv2d_2_BiasAdd;functional_1_con
[[31mERROR[0m]   2d_4_Conv2D;functional_1_depthwise_conv2d_2_BiasAdd_ReadVariableOp_resource_dequant (of
[[31mERROR[0m]   type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_4_Relu;functional_1_batch_normalization_4_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_conv2d_2_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_2_BiasAdd;functional_1_c
[[31mERROR[0m]   nv2d_4_Conv2D;functional_1_conv2d_2_Conv2D_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_2_Relu;functional_1_batch_normalization_2_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_conv2d_1_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_1_BiasAdd;functional_1_c
[[31mERROR[0m]   nv2d_4_Conv2D;functional_1_conv2d_1_Conv2D_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_1_Relu;functional_1_batch_normalization_1_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_depthwise_conv2d_depthwise;functional_1_depthwise_conv2d_BiasAdd;functional_1_conv2d_
[[31mERROR[0m]   _Conv2D;functional_1_depthwise_conv2d_BiasAdd_ReadVariableOp_resource_dequant (of type
[[31mERROR[0m]   DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_Relu;functional_1_batch_normalization_FusedBatchNormV3;functional_
[[31mERROR[0m]   _conv2d_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_BiasAdd;functional_1_conv2d_4_
[[31mERROR[0m]   onv2D;functional_1_conv2d_Conv2D_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_3_Relu;functional_1_batch_normalization_3_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_depthwise_conv2d_1_depthwise;functional_1_depthwise_conv2d_1_BiasAdd;functional_1_con
[[31mERROR[0m]   2d_4_Conv2D;functional_1_depthwise_conv2d_1_BiasAdd_ReadVariableOp_resource_dequant (of
[[31mERROR[0m]   type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node functional_1_conv2d_4_Conv2D_dequant (of type
[[31mERROR[0m]   DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node functional_1_conv2d_3_Conv2D_dequant (of type
[[31mERROR[0m]   DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node functional_1_conv2d_2_Conv2D_dequant (of type
[[31mERROR[0m]   DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node functional_1_conv2d_1_Conv2D_dequant (of type
[[31mERROR[0m]   DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node functional_1_conv2d_Conv2D_dequant (of type
[[31mERROR[0m]   DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_batch_normalization_7_FusedBatchNormV3;functional_1_depthwise_conv2d_3_depthw
[[31mERROR[0m]   se;functional_1_depthwise_conv2d_3_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depth
[[31mERROR[0m]   ise_conv2d_3_BiasAdd_ReadVariableOp_resource_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_batch_normalization_5_FusedBatchNormV3;functional_1_depthwise_conv2d_2_depthw
[[31mERROR[0m]   se;functional_1_depthwise_conv2d_2_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depth
[[31mERROR[0m]   ise_conv2d_2_BiasAdd_ReadVariableOp_resource_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_batch_normalization_3_FusedBatchNormV3;functional_1_depthwise_conv2d_1_depthw
[[31mERROR[0m]   se;functional_1_depthwise_conv2d_1_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depth
[[31mERROR[0m]   ise_conv2d_1_BiasAdd_ReadVariableOp_resource_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_batch_normalization_1_FusedBatchNormV3;functional_1_depthwise_conv2d_depthwis
[[31mERROR[0m]   ;functional_1_depthwise_conv2d_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depthwise
[[31mERROR[0m]   conv2d_BiasAdd_ReadVariableOp_resource_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_8_Relu;functional_1_batch_normalization_8_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_conv2d_4_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_4_BiasAdd;functional_1_c
[[31mERROR[0m]   nv2d_4_Conv2D_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_7_Relu;functional_1_batch_normalization_7_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_depthwise_conv2d_3_depthwise;functional_1_depthwise_conv2d_3_BiasAdd;functional_1_con
[[31mERROR[0m]   2d_4_Conv2D;functional_1_depthwise_conv2d_3_BiasAdd_ReadVariableOp_resource_dequant (of
[[31mERROR[0m]   type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_6_Relu;functional_1_batch_normalization_6_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_conv2d_3_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_3_BiasAdd;functional_1_c
[[31mERROR[0m]   nv2d_4_Conv2D;functional_1_conv2d_3_Conv2D_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_5_Relu;functional_1_batch_normalization_5_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_depthwise_conv2d_2_depthwise;functional_1_depthwise_conv2d_2_BiasAdd;functional_1_con
[[31mERROR[0m]   2d_4_Conv2D;functional_1_depthwise_conv2d_2_BiasAdd_ReadVariableOp_resource_dequant (of
[[31mERROR[0m]   type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_4_Relu;functional_1_batch_normalization_4_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_conv2d_2_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_2_BiasAdd;functional_1_c
[[31mERROR[0m]   nv2d_4_Conv2D;functional_1_conv2d_2_Conv2D_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_2_Relu;functional_1_batch_normalization_2_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_conv2d_1_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_1_BiasAdd;functional_1_c
[[31mERROR[0m]   nv2d_4_Conv2D;functional_1_conv2d_1_Conv2D_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_1_Relu;functional_1_batch_normalization_1_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_depthwise_conv2d_depthwise;functional_1_depthwise_conv2d_BiasAdd;functional_1_conv2d_
[[31mERROR[0m]   _Conv2D;functional_1_depthwise_conv2d_BiasAdd_ReadVariableOp_resource_dequant (of type
[[31mERROR[0m]   DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_Relu;functional_1_batch_normalization_FusedBatchNormV3;functional_
[[31mERROR[0m]   _conv2d_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_BiasAdd;functional_1_conv2d_4_
[[31mERROR[0m]   onv2D;functional_1_conv2d_Conv2D_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_3_Relu;functional_1_batch_normalization_3_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_depthwise_conv2d_1_depthwise;functional_1_depthwise_conv2d_1_BiasAdd;functional_1_con
[[31mERROR[0m]   2d_4_Conv2D;functional_1_depthwise_conv2d_1_BiasAdd_ReadVariableOp_resource_dequant (of
[[31mERROR[0m]   type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node functional_1_conv2d_4_Conv2D_dequant (of type
[[31mERROR[0m]   DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node functional_1_conv2d_3_Conv2D_dequant (of type
[[31mERROR[0m]   DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node functional_1_conv2d_2_Conv2D_dequant (of type
[[31mERROR[0m]   DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node functional_1_conv2d_1_Conv2D_dequant (of type
[[31mERROR[0m]   DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node functional_1_conv2d_Conv2D_dequant (of type
[[31mERROR[0m]   DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_batch_normalization_7_FusedBatchNormV3;functional_1_depthwise_conv2d_3_depthw
[[31mERROR[0m]   se;functional_1_depthwise_conv2d_3_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depth
[[31mERROR[0m]   ise_conv2d_3_BiasAdd_ReadVariableOp_resource_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_batch_normalization_5_FusedBatchNormV3;functional_1_depthwise_conv2d_2_depthw
[[31mERROR[0m]   se;functional_1_depthwise_conv2d_2_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depth
[[31mERROR[0m]   ise_conv2d_2_BiasAdd_ReadVariableOp_resource_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_batch_normalization_3_FusedBatchNormV3;functional_1_depthwise_conv2d_1_depthw
[[31mERROR[0m]   se;functional_1_depthwise_conv2d_1_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depth
[[31mERROR[0m]   ise_conv2d_1_BiasAdd_ReadVariableOp_resource_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_batch_normalization_1_FusedBatchNormV3;functional_1_depthwise_conv2d_depthwis
[[31mERROR[0m]   ;functional_1_depthwise_conv2d_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depthwise
[[31mERROR[0m]   conv2d_BiasAdd_ReadVariableOp_resource_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_8_Relu;functional_1_batch_normalization_8_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_conv2d_4_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_4_BiasAdd;functional_1_c
[[31mERROR[0m]   nv2d_4_Conv2D_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_7_Relu;functional_1_batch_normalization_7_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_depthwise_conv2d_3_depthwise;functional_1_depthwise_conv2d_3_BiasAdd;functional_1_con
[[31mERROR[0m]   2d_4_Conv2D;functional_1_depthwise_conv2d_3_BiasAdd_ReadVariableOp_resource_dequant (of
[[31mERROR[0m]   type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_6_Relu;functional_1_batch_normalization_6_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_conv2d_3_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_3_BiasAdd;functional_1_c
[[31mERROR[0m]   nv2d_4_Conv2D;functional_1_conv2d_3_Conv2D_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_5_Relu;functional_1_batch_normalization_5_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_depthwise_conv2d_2_depthwise;functional_1_depthwise_conv2d_2_BiasAdd;functional_1_con
[[31mERROR[0m]   2d_4_Conv2D;functional_1_depthwise_conv2d_2_BiasAdd_ReadVariableOp_resource_dequant (of
[[31mERROR[0m]   type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_4_Relu;functional_1_batch_normalization_4_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_conv2d_2_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_2_BiasAdd;functional_1_c
[[31mERROR[0m]   nv2d_4_Conv2D;functional_1_conv2d_2_Conv2D_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_2_Relu;functional_1_batch_normalization_2_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_conv2d_1_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_1_BiasAdd;functional_1_c
[[31mERROR[0m]   nv2d_4_Conv2D;functional_1_conv2d_1_Conv2D_dequant (of type DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_1_Relu;functional_1_batch_normalization_1_FusedBatchNormV3;functio
[[31mERROR[0m]   al_1_depthwise_conv2d_depthwise;functional_1_depthwise_conv2d_BiasAdd;functional_1_conv2d_
[[31mERROR[0m]   _Conv2D;functional_1_depthwise_conv2d_BiasAdd_ReadVariableOp_resource_dequant (of type
[[31mERROR[0m]   DequantizeLinear)
[[31mERROR[0m] - Unable to forward data type for node
[[31mERROR[0m]   functional_1_activation_Relu;functional_1_batch_normalization_FusedBatchNormV3;functional_
[[31mERROR[0m]   _conv2d_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_BiasAdd;functional_1_conv2d_4_
[[31mERROR[0m]   onv2D;functional_1_conv2d_Conv2D_dequant (of type DequantizeLinear)
[[33mWARNING[0m] - Unable to forward data type (circular dependency and/or wrong dimensions and/or data
[[33mWARNING[0m]   dependent dimension?). Unable to compute output data type for nodes
[[33mWARNING[0m]   ["functional_1_activation_3_Relu;functional_1_batch_normalization_3_FusedBatchNormV3;fun
[[33mWARNING[0m]   tional_1_depthwise_conv2d_1_depthwise;functional_1_depthwise_conv2d_1_BiasAdd;functional
[[33mWARNING[0m]   1_conv2d_4_Conv2D;functional_1_depthwise_conv2d_1_BiasAdd_ReadVariableOp_resource_dequan
[[33mWARNING[0m]    (DequantizeLinear)", " (PadConvDwAct)", " (PadConvDwAct)",
[[33mWARNING[0m]   "functional_1_activation_1_Relu;functional_1_batch_normalization_1_FusedBatchNormV3;func
[[33mWARNING[0m]   ional_1_depthwise_conv2d_depthwise;functional_1_depthwise_conv2d_BiasAdd;functional_1_co
[[33mWARNING[0m]   v2d_4_Conv2D;functional_1_depthwise_conv2d_BiasAdd_ReadVariableOp_resource1_prequant__86
[[33mWARNING[0m]   DequantizeLinear__214_SubDeQuant (Sub)", " (PadConvAct)",
[[33mWARNING[0m]   "functional_1_conv2d_4_Conv2D_dequant (DequantizeLinear)",
[[33mWARNING[0m]   "functional_1_conv2d_3_Conv2D_dequant (DequantizeLinear)",
[[33mWARNING[0m]   "functional_1_conv2d_2_Conv2D_dequant (DequantizeLinear)",
[[33mWARNING[0m]   "functional_1_conv2d_1_Conv2D_dequant (DequantizeLinear)",
[[33mWARNING[0m]   "functional_1_conv2d_Conv2D_dequant (DequantizeLinear)",
[[33mWARNING[0m]   "functional_1_batch_normalization_7_FusedBatchNormV3;functional_1_depthwise_conv2d_3_dep
[[33mWARNING[0m]   hwise;functional_1_depthwise_conv2d_3_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_
[[33mWARNING[0m]   epthwise_conv2d_3_BiasAdd_ReadVariableOp_resource_dequant (DequantizeLinear)",
[[33mWARNING[0m]   "functional_1_batch_normalization_5_FusedBatchNormV3;functional_1_depthwise_conv2d_2_dep
[[33mWARNING[0m]   hwise;functional_1_depthwise_conv2d_2_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_
[[33mWARNING[0m]   epthwise_conv2d_2_BiasAdd_ReadVariableOp_resource_dequant (DequantizeLinear)",
[[33mWARNING[0m]   "functional_1_batch_normalization_3_FusedBatchNormV3;functional_1_depthwise_conv2d_1_dep
[[33mWARNING[0m]   hwise;functional_1_depthwise_conv2d_1_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_
[[33mWARNING[0m]   epthwise_conv2d_1_BiasAdd_ReadVariableOp_resource_dequant (DequantizeLinear)",
[[33mWARNING[0m]   "functional_1_batch_normalization_1_FusedBatchNormV3;functional_1_depthwise_conv2d_depth
[[33mWARNING[0m]   ise;functional_1_depthwise_conv2d_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_dept
[[33mWARNING[0m]   wise_conv2d_BiasAdd_ReadVariableOp_resource_dequant (DequantizeLinear)",
[[33mWARNING[0m]   "functional_1_activation_8_Relu;functional_1_batch_normalization_8_FusedBatchNormV3;func
[[33mWARNING[0m]   ional_1_conv2d_4_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_4_BiasAdd;functiona
[[33mWARNING[0m]   _1_conv2d_4_Conv2D_dequant (DequantizeLinear)",
[[33mWARNING[0m]   "functional_1_activation_7_Relu;functional_1_batch_normalization_7_FusedBatchNormV3;func
[[33mWARNING[0m]   ional_1_depthwise_conv2d_3_depthwise;functional_1_depthwise_conv2d_3_BiasAdd;functional_
[[33mWARNING[0m]   _conv2d_4_Conv2D;functional_1_depthwise_conv2d_3_BiasAdd_ReadVariableOp_resource_dequant
[[33mWARNING[0m]   (DequantizeLinear)",
[[33mWARNING[0m]   "functional_1_activation_6_Relu;functional_1_batch_normalization_6_FusedBatchNormV3;func
[[33mWARNING[0m]   ional_1_conv2d_3_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_3_BiasAdd;functiona
[[33mWARNING[0m]   _1_conv2d_4_Conv2D;functional_1_conv2d_3_Conv2D_dequant (DequantizeLinear)",
[[33mWARNING[0m]   "functional_1_activation_5_Relu;functional_1_batch_normalization_5_FusedBatchNormV3;func
[[33mWARNING[0m]   ional_1_depthwise_conv2d_2_depthwise;functional_1_depthwise_conv2d_2_BiasAdd;functional_
[[33mWARNING[0m]   _conv2d_4_Conv2D;functional_1_depthwise_conv2d_2_BiasAdd_ReadVariableOp_resource_dequant
[[33mWARNING[0m]   (DequantizeLinear)",
[[33mWARNING[0m]   "functional_1_activation_4_Relu;functional_1_batch_normalization_4_FusedBatchNormV3;func
[[33mWARNING[0m]   ional_1_conv2d_2_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_2_BiasAdd;functiona
[[33mWARNING[0m]   _1_conv2d_4_Conv2D;functional_1_conv2d_2_Conv2D_dequant (DequantizeLinear)",
[[33mWARNING[0m]   "functional_1_activation_2_Relu;functional_1_batch_normalization_2_FusedBatchNormV3;func
[[33mWARNING[0m]   ional_1_conv2d_1_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_1_BiasAdd;functiona
[[33mWARNING[0m]   _1_conv2d_4_Conv2D;functional_1_conv2d_1_Conv2D_dequant (DequantizeLinear)",
[[33mWARNING[0m]   "functional_1_activation_1_Relu;functional_1_batch_normalization_1_FusedBatchNormV3;func
[[33mWARNING[0m]   ional_1_depthwise_conv2d_depthwise;functional_1_depthwise_conv2d_BiasAdd;functional_1_co
[[33mWARNING[0m]   v2d_4_Conv2D;functional_1_depthwise_conv2d_BiasAdd_ReadVariableOp_resource_dequant
[[33mWARNING[0m]   (DequantizeLinear)", " (PadConvDwAct)",
[[33mWARNING[0m]   "functional_1_activation_Relu;functional_1_batch_normalization_FusedBatchNormV3;function
[[33mWARNING[0m]   l_1_conv2d_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_BiasAdd;functional_1_conv
[[33mWARNING[0m]   d_4_Conv2D;functional_1_conv2d_Conv2D_dequant (DequantizeLinear)",
[[33mWARNING[0m]   "functional_1_activation_Relu;functional_1_batch_normalization_FusedBatchNormV3;function
[[33mWARNING[0m]   l_1_conv2d_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_BiasAdd;functional_1_conv
[[33mWARNING[0m]   d_4_Conv2D;functional_1_conv2d_Conv2D1_quantize_MulQuant (Mul)",
[[33mWARNING[0m]   "functional_1_activation_Relu;functional_1_batch_normalization_FusedBatchNormV3;function
[[33mWARNING[0m]   l_1_conv2d_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_BiasAdd;functional_1_conv
[[33mWARNING[0m]   d_4_Conv2D;functional_1_conv2d_Conv2D1_quantize_AddQuant (Add)",
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[[33mWARNING[0m]   _conv2d_4_Conv2D;functional_1_depthwise_conv2d_3_BiasAdd_ReadVariableOp_resource1_prequa
[[33mWARNING[0m]   t__146_DequantizeLinear__230_SubDeQuant (Sub)",
[[33mWARNING[0m]   "functional_1_activation_7_Relu;functional_1_batch_normalization_7_FusedBatchNormV3;func
[[33mWARNING[0m]   ional_1_depthwise_conv2d_3_depthwise;functional_1_depthwise_conv2d_3_BiasAdd;functional_
[[33mWARNING[0m]   _conv2d_4_Conv2D;functional_1_depthwise_conv2d_3_BiasAdd_ReadVariableOp_resource1_prequa
[[33mWARNING[0m]   t__146_DequantizeLinear__230_MulDeQuant (Mul)",
[[33mWARNING[0m]   "functional_1_activation_7_Relu;functional_1_batch_normalization_7_FusedBatchNormV3;func
[[33mWARNING[0m]   ional_1_depthwise_conv2d_3_depthwise;functional_1_depthwise_conv2d_3_BiasAdd;functional_
[[33mWARNING[0m]   _conv2d_4_Conv2D;functional_1_depthwise_conv2d_3_BiasAdd_ReadVariableOp_resource1_quanti
[[33mWARNING[0m]   e_MulQuant (Mul)",
[[33mWARNING[0m]   "functional_1_activation_7_Relu;functional_1_batch_normalization_7_FusedBatchNormV3;func
[[33mWARNING[0m]   ional_1_depthwise_conv2d_3_depthwise;functional_1_depthwise_conv2d_3_BiasAdd;functional_
[[33mWARNING[0m]   _conv2d_4_Conv2D;functional_1_depthwise_conv2d_3_BiasAdd_ReadVariableOp_resource1_quanti
[[33mWARNING[0m]   e_AddQuant (Add)",
[[33mWARNING[0m]   "functional_1_activation_7_Relu;functional_1_batch_normalization_7_FusedBatchNormV3;func
[[33mWARNING[0m]   ional_1_depthwise_conv2d_3_depthwise;functional_1_depthwise_conv2d_3_BiasAdd;functional_
[[33mWARNING[0m]   _conv2d_4_Conv2D;functional_1_depthwise_conv2d_3_BiasAdd_ReadVariableOp_resource1_quanti
[[33mWARNING[0m]   e_ClipQuant (Clip)",
[[33mWARNING[0m]   "functional_1_activation_8_Relu;functional_1_batch_normalization_8_FusedBatchNormV3;func
[[33mWARNING[0m]   ional_1_conv2d_4_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_4_BiasAdd;functiona
[[33mWARNING[0m]   _1_conv2d_4_Conv2D1_prequant__157_DequantizeLinear__218_SubDeQuant (Sub)",
[[33mWARNING[0m]   "functional_1_activation_8_Relu;functional_1_batch_normalization_8_FusedBatchNormV3;func
[[33mWARNING[0m]   ional_1_conv2d_4_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_4_BiasAdd;functiona
[[33mWARNING[0m]   _1_conv2d_4_Conv2D1_prequant__157_DequantizeLinear__218_MulDeQuant (Mul)",
[[33mWARNING[0m]   "functional_1_activation_8_Relu;functional_1_batch_normalization_8_FusedBatchNormV3;func
[[33mWARNING[0m]   ional_1_conv2d_4_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_4_BiasAdd;functiona
[[33mWARNING[0m]   _1_conv2d_4_Conv2D1_quantize_MulQuant (Mul)",
[[33mWARNING  Node(name='', optype='PadConvDwAct', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='functional_1_dense_BiasAdd_ReadVariableOp_resource_dequant_CastIn', optype='Cast', parents: [1], children: [[1]])
  Node(name='functional_1_conv2d_4_Conv2D_dequant', optype='DequantizeLinear', parents: [1, 1, 1], children: [[1]])
  Node(name='functional_1_activation_6_Relu;functional_1_batch_normalization_6_FusedBatchNormV3;functional_1_conv2d_3_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_3_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_conv2d_3_Conv2D1_prequant__137_DequantizeLinear__226_MulDeQuant', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='scale__69', optype='Producer', children: [[1]])
  Node(name='ScalingFactor_1', optype='Producer', children: [[1]])
  Node(name='functional_1_dense_BiasAdd_quantize_RoundQuant', optype='Round', parents: [1], children: [[1]])
  Node(name='Identity_quantize_RoundQuant', optype='Round', parents: [1], children: [[1]])
  Node(name='functional_1_dense_BiasAdd_ReadVariableOp_resource_dequant_MulDeQuant', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='Identity_quantize_CastOut', optype='Cast', parents: [1], children: [[]])
  Node(name='', optype='PadConvDwAct', parents: [1, 1, 1, 0, 0, 0], children: [[1]])

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

Native operators: 247 (14 types)
- Add: 13
- AvgPooling2D: 1
- Cast: 38
- Clip: 12
- ConvAct: 4
- MatMul: 1
- Mul: 26
- PadConvAct: 1
- PadConvDwAct: 4
- Producer: 118
- Reshape: 2
- Round: 12
- Softmax: 1
- Sub: 14
Generic operators: 18 (1 types)
- DequantizeLinear: 18
Native types coverage: 93.3% (14/15)
Native operators coverage: 93.2% (247/265)
  (defaultdict(<class 'int'>, {'Producer': 118, 'Cast': 38, 'Mul': 26, 'Sub': 14, 'Round': 12, 'PadConvDwAct': 4, 'Clip': 12, 'Reshape': 2, 'Add': 13, 'ConvAct': 4, 'MatMul': 1, 'PadConvAct': 1, 'Softmax': 1, 'AvgPooling2D': 1}), defaultdict(<class 'int'>, {'DequantizeLinear': 18}))

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

Native operators: 247 (14 types)
- Add: 13
- AvgPooling2D: 1
- Cast: 38
- Clip: 12
- ConvAct: 4
- MatMul: 1
- Mul: 26
- PadConvAct: 1
- PadConvDwAct: 4
- Producer: 118
- Reshape: 2
- Round: 12
- Softmax: 1
- Sub: 14
Generic operators: 18 (1 types)
- DequantizeLinear: 18
Native types coverage: 93.3% (14/15)
Native operators coverage: 93.2% (247/265)
  (defaultdict(<class 'int'>, {'Producer': 118, 'Clip': 12, 'ConvAct': 4, 'Mul': 26, 'Cast': 38, 'Round': 12, 'Sub': 14, 'Add': 13, 'Reshape': 2, 'MatMul': 1, 'PadConvAct': 1, 'PadConvDwAct': 4, 'Softmax': 1, 'AvgPooling2D': 1}), defaultdict(<class 'int'>, {'DequantizeLinear': 18}))

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

OK

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

OK

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

scale__41 (Producer)
scale__43 (Producer)
scale__75 (Producer)
scale__53 (Producer)
new_shape__186 (Producer)
functional_1_dense_MatMul (Producer)
functional_1_dense_BiasAdd_ReadVariableOp_resource (Producer)
functional_1_conv2d_4_Conv2D (Producer)
functional_1_conv2d_2_Conv2D (Producer)
functional_1_conv2d_1_Conv2D (Producer)
functional_1_conv2d_3_Conv2D (Producer)
functional_1_conv2d_Conv2D (Producer)
functional_1_batch_normalization_7_FusedBatchNormV3;functional_1_depthwise_conv2d_3_depthwise;functional_1_depthwise_conv2d_3_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depthwise_conv2d_3_BiasAdd_ReadVariableOp_resource (Producer)
functional_1_batch_normalization_5_FusedBatchNormV3;functional_1_depthwise_conv2d_2_depthwise;functional_1_depthwise_conv2d_2_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depthwise_conv2d_2_BiasAdd_ReadVariableOp_resource (Producer)
functional_1_batch_normalization_3_FusedBatchNormV3;functional_1_depthwise_conv2d_1_depthwise;functional_1_depthwise_conv2d_1_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depthwise_conv2d_1_BiasAdd_ReadVariableOp_resource (Producer)
functional_1_batch_normalization_1_FusedBatchNormV3;functional_1_depthwise_conv2d_depthwise;functional_1_depthwise_conv2d_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depthwise_conv2d_BiasAdd_ReadVariableOp_resource (Producer)
functional_1_activation_8_Relu;functional_1_batch_normalization_8_FusedBatchNormV3;functional_1_conv2d_4_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_4_BiasAdd;functional_1_conv2d_4_Conv2D (Producer)
functional_1_activation_7_Relu;functional_1_batch_normalization_7_FusedBatchNormV3;functional_1_depthwise_conv2d_3_depthwise;functional_1_depthwise_conv2d_3_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depthwise_conv2d_3_BiasAdd_ReadVariableOp_resource (Producer)
functional_1_activation_6_Relu;functional_1_batch_normalization_6_FusedBatchNormV3;functional_1_conv2d_3_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_3_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_conv2d_3_Conv2D (Producer)
functional_1_activation_5_Relu;functional_1_batch_normalization_5_FusedBatchNormV3;functional_1_depthwise_conv2d_2_depthwise;functional_1_depthwise_conv2d_2_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depthwise_conv2d_2_BiasAdd_ReadVariableOp_resource (Producer)
functional_1_activation_4_Relu;functional_1_batch_normalization_4_FusedBatchNormV3;functional_1_conv2d_2_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_2_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_conv2d_2_Conv2D (Producer)
zero_point__42 (Producer)
zero_point__66 (Producer)
scale__63 (Producer)
scale__45 (Producer)
scale__73 (Producer)
scale__69 (Producer)
scale__49 (Producer)
scale__47 (Producer)
scale__61 (Producer)
scale__59 (Producer)
scale__67 (Producer)
scale__51 (Producer)
scale__71 (Producer)
scale__65 (Producer)
scale__57 (Producer)
scale__55 (Producer)
functional_1_activation_3_Relu;functional_1_batch_normalization_3_FusedBatchNormV3;functional_1_depthwise_conv2d_1_depthwise;functional_1_depthwise_conv2d_1_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depthwise_conv2d_1_BiasAdd_ReadVariableOp_resource (Producer)
functional_1_activation_2_Relu;functional_1_batch_normalization_2_FusedBatchNormV3;functional_1_conv2d_1_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_1_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_conv2d_1_Conv2D (Producer)
functional_1_activation_1_Relu;functional_1_batch_normalization_1_FusedBatchNormV3;functional_1_depthwise_conv2d_depthwise;functional_1_depthwise_conv2d_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depthwise_conv2d_BiasAdd_ReadVariableOp_resource (Producer)
functional_1_activation_Relu;functional_1_batch_normalization_FusedBatchNormV3;functional_1_conv2d_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_conv2d_Conv2D (Producer)
const_fold_opt__191 (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
ZeroPoint_1 (Producer)
ScalingFactor_1 (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
ScalingFactor_2 (Producer)
ZeroPoint_2 (Producer)
functional_1_activation_Relu;functional_1_batch_normalization_FusedBatchNormV3;functional_1_conv2d_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_conv2d_Conv2D1_quantize_ClipQuantMin (Producer)
functional_1_activation_Relu;functional_1_batch_normalization_FusedBatchNormV3;functional_1_conv2d_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_conv2d_Conv2D1_quantize_ClipQuantMax (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
ScalingFactor_3 (Producer)
ZeroPoint_3 (Producer)
functional_1_activation_1_Relu;functional_1_batch_normalization_1_FusedBatchNormV3;functional_1_depthwise_conv2d_depthwise;functional_1_depthwise_conv2d_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depthwise_conv2d_BiasAdd_ReadVariableOp_resource1_quantize_ClipQuantMin (Producer)
functional_1_activation_1_Relu;functional_1_batch_normalization_1_FusedBatchNormV3;functional_1_depthwise_conv2d_depthwise;functional_1_depthwise_conv2d_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depthwise_conv2d_BiasAdd_ReadVariableOp_resource1_quantize_ClipQuantMax (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
ScalingFactor_4 (Producer)
[0m]   "functional_1_activation_8_Relu;functional_1_batch_normalization_8_FusedBatchNormV3;func
[[33mWARNING[0m]   ional_1_conv2d_4_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_4_BiasAdd;functiona
[[33mWARNING[0m]   _1_conv2d_4_Conv2D1_quantize_AddQuant (Add)",
[[33mWARNING[0m]   "functional_1_activation_8_Relu;functional_1_batch_normalization_8_FusedBatchNormV3;func
[[33mWARNING[0m]   ional_1_conv2d_4_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_4_BiasAdd;functiona
[[33mWARNING[0m]   _1_conv2d_4_Conv2D1_quantize_ClipQuant (Clip)",
[[33mWARNING[0m]   "functional_1_average_pooling2d_AvgPool_prequant__166_DequantizeLinear__216_SubDeQuant
[[33mWARNING[0m]   (Sub)",
[[33mWARNING[0m]   "functional_1_average_pooling2d_AvgPool_prequant__166_DequantizeLinear__216_MulDeQuant
[[33mWARNING[0m]   (Mul)", "Add__33 (Add)", "functional_1_average_pooling2d_AvgPool_quantize_MulQuant
[[33mWARNING[0m]   (Mul)", "functional_1_average_pooling2d_AvgPool_quantize_AddQuant (Add)",
[[33mWARNING[0m]   "functional_1_average_pooling2d_AvgPool_quantize_ClipQuant (Clip)",
[[33mWARNING[0m]   "functional_1_flatten_Reshape_prequant (Reshape)",
[[33mWARNING[0m]   "functional_1_flatten_Reshape_dequant_SubDeQuant (Sub)",
[[33mWARNING[0m]   "functional_1_flatten_Reshape_dequant_MulDeQuant (Mul)",
[[33mWARNING[0m]   "functional_1_dense_BiasAdd_prequant (MatMul)",
[[33mWARNING[0m]   "functional_1_dense_BiasAdd_quantize_MulQuant (Mul)",
[[33mWARNING[0m]   "functional_1_dense_BiasAdd_quantize_AddQuant (Add)",
[[33mWARNING[0m]   "functional_1_dense_BiasAdd_quantize_ClipQuant (Clip)",
[[33mWARNING[0m]   "functional_1_dense_BiasAdd_dequant_SubDeQuant (Sub)",
[[33mWARNING[0m]   "functional_1_dense_BiasAdd_dequant_MulDeQuant (Mul)", "Identity_quantize_MulQuant
[[33mWARNING[0m]   (Mul)", "Identity_quantize_AddQuant (Add)", "Identity_quantize_ClipQuant (Clip)"].
[[33mWARNING[0m] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[[33mWARNING[0m]   implementation has been provided!
[[33mWARNING[0m] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[[33mWARNING[0m]   implementation has been provided!
[[33mWARNING[0m] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[[33mWARNING[0m]   implementation has been provided!
[[33mWARNING[0m] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[[33mWARNING[0m]   implementation has been provided!
[[33mWARNING[0m] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[[33mWARNING[0m]   implementation has been provided!
[[33mWARNING[0m] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[[33mWARNING[0m]   implementation has been provided!
[[33mWARNING[0m] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[[33mWARNING[0m]   implementation has been provided!
[[33mWARNING[0m] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[[33mWARNING[0m]   implementation has been provided!
[[33mWARNING[0m] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[[33mWARNING[0m]   implementation has been provided!
[[33mWARNING[0m] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[[33mWARNING[0m]   implementation has been provided!
[[33mWARNING[0m] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[[33mWARNING[0m]   implementation has been provided!
[[33mWARNING[0m] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[[33mWARNING[0m]   implementation has been provided!
[[33mWARNING[0m] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[[33mWARNING[0m]   implementation has been provided!
[[33mWARNING[0m] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[[33mWARNING[0m]   implementation has been provided!
[[33mWARZeroPoint_4 (Producer)
functional_1_activation_2_Relu;functional_1_batch_normalization_2_FusedBatchNormV3;functional_1_conv2d_1_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_1_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_conv2d_1_Conv2D1_quantize_ClipQuantMin (Producer)
functional_1_activation_2_Relu;functional_1_batch_normalization_2_FusedBatchNormV3;functional_1_conv2d_1_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_1_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_conv2d_1_Conv2D1_quantize_ClipQuantMax (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
ScalingFactor_5 (Producer)
ZeroPoint_5 (Producer)
functional_1_activation_3_Relu;functional_1_batch_normalization_3_FusedBatchNormV3;functional_1_depthwise_conv2d_1_depthwise;functional_1_depthwise_conv2d_1_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depthwise_conv2d_1_BiasAdd_ReadVariableOp_resource1_quantize_ClipQuantMin (Producer)
functional_1_activation_3_Relu;functional_1_batch_normalization_3_FusedBatchNormV3;functional_1_depthwise_conv2d_1_depthwise;functional_1_depthwise_conv2d_1_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depthwise_conv2d_1_BiasAdd_ReadVariableOp_resource1_quantize_ClipQuantMax (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
ScalingFactor_6 (Producer)
ZeroPoint_6 (Producer)
functional_1_activation_4_Relu;functional_1_batch_normalization_4_FusedBatchNormV3;functional_1_conv2d_2_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_2_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_conv2d_2_Conv2D1_quantize_ClipQuantMin (Producer)
functional_1_activation_4_Relu;functional_1_batch_normalization_4_FusedBatchNormV3;functional_1_conv2d_2_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_2_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_conv2d_2_Conv2D1_quantize_ClipQuantMax (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
ScalingFactor_7 (Producer)
ZeroPoint_7 (Producer)
functional_1_activation_5_Relu;functional_1_batch_normalization_5_FusedBatchNormV3;functional_1_depthwise_conv2d_2_depthwise;functional_1_depthwise_conv2d_2_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depthwise_conv2d_2_BiasAdd_ReadVariableOp_resource1_quantize_ClipQuantMin (Producer)
functional_1_activation_5_Relu;functional_1_batch_normalization_5_FusedBatchNormV3;functional_1_depthwise_conv2d_2_depthwise;functional_1_depthwise_conv2d_2_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depthwise_conv2d_2_BiasAdd_ReadVariableOp_resource1_quantize_ClipQuantMax (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
ScalingFactor_8 (Producer)
ZeroPoint_8 (Producer)
functional_1_activation_6_Relu;functional_1_batch_normalization_6_FusedBatchNormV3;functional_1_conv2d_3_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_3_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_conv2d_3_Conv2D1_quantize_ClipQuantMin (Producer)
functional_1_activation_6_Relu;functional_1_batch_normalization_6_FusedBatchNormV3;functional_1_conv2d_3_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_3_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_conv2d_3_Conv2D1_quantize_ClipQuantMax (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
ScalingFactor_9 (Producer)
ZeroPoint_9 (Producer)
functional_1_activation_7_Relu;functional_1_batch_normalization_7_FusedBatchNormV3;functional_1_depthwise_conv2d_3_depthwise;functional_1_depthwise_conv2d_3_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depthwise_conv2d_3_BiasAdd_ReadVariableOp_resource1_quantize_ClipQuantMin (Producer)
functional_1_activation_7_Relu;functional_1_batch_normalization_7_FusedBatchNormV3;functional_1_depthwise_conv2d_3_depthwise;functional_1_depthwise_conv2d_3_BiasAdd;functional_1_conv2d_4_Conv2D;functional_1_depthwise_conv2d_3_BiasAdd_ReadVariableOp_resource1_quantize_ClipQuantMax (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
ScalingFactor_10 (Producer)
ZeroPoint_10 (Producer)
functional_1_activation_8_Relu;functional_1_batch_normalization_8_FusedBatchNormV3;functional_1_conv2d_4_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_4_BiasAdd;functional_1_conv2d_4_Conv2D1_quantize_ClipQuantMin (Producer)
functional_1_activation_8_Relu;functional_1_batch_normalization_8_FusedBatchNormV3;functional_1_conv2d_4_BiasAdd_ReadVariableOp_resource;functional_1_conv2d_4_BiasAdd;functional_1_conv2d_4_Conv2D1_quantize_ClipQuantMax (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
ScalingFactor_11 (Producer)
ZeroPoint_11 (Producer)
functional_1_average_pooling2d_AvgPool_quantize_ClipQuantMin (Producer)
functional_1_average_pooling2d_AvgPool_quantize_ClipQuantMax (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
ScalingFactor_12 (Producer)
ZeroPoint_12 (Producer)
functional_1_dense_BiasAdd_quantize_ClipQuantMin (Producer)
functional_1_dense_BiasAdd_quantize_ClipQuantMax (Producer)
ZeroPoint (Producer)
ScalingFactor (Producer)
ScalingFactor_13 (Producer)
ZeroPoint_13 (Producer)
Identity_quantize_ClipQuantMin (Producer)
Identity_quantize_ClipQuantMax (Producer)
_PadConvDwAct_1_biases (DequantizeLinear)
_Cast_0 (Cast)
_Cast_1 (Cast)
_ConvAct_3_weights (DequantizeLinear)
_ConvAct_2_weights (DequantizeLinear)
_ConvAct_1_weights (DequantizeLinear)
_ConvAct_0_weights (DequantizeLinear)
_PadConvAct_0_weights (DequantizeLinear)
_PadConvDwAct_3_weights (DequantizeLinear)
_PadConvDwAct_2_weights (DequantizeLinear)
_PadConvDwAct_1_weights (DequantizeLinear)
_PadConvDwAct_0_weights (DequantizeLinear)
_ConvAct_3_biases (DequantizeLinear)
_PadConvDwAct_3_biases (DequantizeLinear)
_ConvAct_2_biases (DequantizeLinear)
_PadConvDwAct_2_biases (DequantizeLinear)
_ConvAct_1_biases (DequantizeLinear)
_ConvAct_0_biases (DequantizeLinear)
_PadConvDwAct_0_biases (DequantizeLinear)
_Reshape_0 (Reshape)
_PadConvAct_0_biases (DequantizeLinear)
_Sub_0 (Sub)
_Sub_1 (Sub)
_Cast_2 (Cast)
_Mul_0 (Mul)
_Mul_1 (Mul)
_Sub_2 (Sub)
_Mul_2 (Mul)
_PadConvAct_0 (PadConvAct)
_Cast_3 (Cast)
_Mul_3 (Mul)
_Round_0 (Round)
_Add_0 (Add)
_Clip_0 (Clip)
_Cast_4 (Cast)
_Cast_5 (Cast)
_Sub_3 (Sub)
_Mul_4 (Mul)
_PadConvDwAct_0 (PadConvDwAct)
_Cast_6 (Cast)
_Mul_5 (Mul)
_Round_1 (Round)
_Add_1 (Add)
_Clip_1 (Clip)
_Cast_7 (Cast)
_Cast_8 (Cast)
_Sub_4 (Sub)
_Mul_6 (Mul)
_ConvAct_0 (ConvAct)
_Cast_9 (Cast)
_Mul_7 (Mul)
_Round_2 (Round)
_Add_2 (Add)
_Clip_2 (Clip)
_Cast_10 (Cast)
_Cast_11 (Cast)
_Sub_5 (Sub)
_Mul_8 (Mul)
_PadConvDwAct_1 (PadConvDwAct)
_Cast_12 (Cast)
_Mul_9 (Mul)
_Round_3 (Round)
_Add_3 (Add)
_Clip_3 (Clip)
_Cast_13 (Cast)
_Cast_14 (Cast)
_Sub_6 (Sub)
_Mul_10 (Mul)
_ConvAct_1 (ConvAct)
_Cast_15 (Cast)
_Mul_11 (Mul)
_Round_4 (Round)
_Add_4 (Add)
_Clip_4 (Clip)
_Cast_16 (Cast)
_Cast_17 (Cast)
_Sub_7 (Sub)
_Mul_12 (Mul)
_PadConvDwAct_2 (PadConvDwAct)
_Cast_18 (Cast)
_Mul_13 (Mul)
_Round_5 (Round)
_Add_5 (Add)
_Clip_5 (Clip)
_Cast_19 (Cast)
_Cast_20 (Cast)
_Sub_8 (Sub)
_Mul_14 (Mul)
_ConvAct_2 (ConvAct)
_Cast_21 (Cast)
_Mul_15 (Mul)
_Round_6 (Round)
_Add_6 (Add)
_Clip_6 (Clip)
_Cast_22 (Cast)
_Cast_23 (Cast)
_Sub_9 (Sub)
_Mul_16 (Mul)
_PadConvDwAct_3 (PadConvDwAct)
_Cast_24 (Cast)
_Mul_17 (Mul)
_Round_7 (Round)
_Add_7 (Add)
_Clip_7 (Clip)
_Cast_25 (Cast)
_Cast_26 (Cast)
_Sub_10 (Sub)
_Mul_18 (Mul)
_ConvAct_3 (ConvAct)
_Cast_27 (Cast)
_Mul_19 (Mul)
_Round_8 (Round)
_Add_8 (Add)
_Clip_8 (Clip)
_Cast_28 (Cast)
_Cast_29 (Cast)
_Sub_11 (Sub)
_Mul_20 (Mul)
_AvgPooling2D_0 (AvgPooling2D)
_Cast_30 (Cast)
_Mul_21 (Mul)
_Round_9 (Round)
_Add_9 (Add)
_Clip_9 (Clip)
_Cast_31 (Cast)
_Reshape_1 (Reshape)
_Cast_32 (Cast)
_Sub_12 (Sub)
_Mul_22 (Mul)
_MatMul_0 (MatMul)
_Add_10 (Add)
_Cast_33 (Cast)
_Mul_23 (Mul)
_Round_10 (Round)
_Add_11 (Add)
_Clip_10 (Clip)
_Cast_34 (Cast)
_Cast_35 (Cast)
_Sub_13 (Sub)
_Mul_24 (Mul)
_Softmax_0 (Softmax)
_Cast_36 (Cast)
_Mul_25 (Mul)
_Round_11 (Round)
_Add_12 (Add)
_Clip_11 (Clip)
_Cast_37 (Cast)

===============
Set backend
===============

NING[0m] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[[33mWARNING[0m]   implementation has been provided!
[[33mWARNING[0m] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[[33mWARNING[0m]   implementation has been provided!
[[33mWARNING[0m] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[[33mWARNING[0m]   implementation has been provided!
[[33mWARNING[0m] - GenericOperator::setBackend(): cannot set backend for a generic operator, as no
[[33mWARNING[0m]   implementation has been provided!
[[31mERROR[0m] - Assertion failed: exists(key) in /opt/aidge/aidge/aidge_core/include/aidge/utils/Registrar.hpp:87
[[95mFATAL[0m] - missing or invalid registrar key: "export_cpp" for registrable object N5Aidge8Round_OpE
[[95mFATAL[0m]   Did you include/import the corresponding module?
[[95mFATAL[0m]   If so, it is possible that the object is not yet supported.
[[95mFATAL[0m]   
[[95mFATAL[0m]   Available registrar keys are:
[[95mFATAL[0m]       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 DSCNN_int8.onnx MLP_MNIST.onnx MobileNet-v2.onnx README.md __pycache__ 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.

Report Details

report.json

null

214287 - rpi4b aidge 214289 - rpi4b aidge