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rpi5
0000019c71638acf37948e8933e2246c7ee24eb06307d06986d991b6e014d767
aidge
124079 - rpi5 aidge

124079 - rpi5 aidge

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

Model Details

  • model name : st_movenet_lightning_heatmaps_192.onnx
  • model url : Download here

Logs Details

user.log
MODEL : st_movenet_lightning_heatmaps_192.onnx

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

input_1 ['unk__776', 3, 192, 192]

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

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  Node(name='data_192_model_block_13_project_Conv2D_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='data_192_model_block_14_depthwise_depthwise_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='data_192_model_block_14_expand_Conv2D_ReadVariableOp_0', optype='Producer', children: [[1]])
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  Node(name='data_192_model_conv2d_1_BiasAdd_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='data_192_model_conv2d_8_BiasAdd_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='data_192_model_expanded_conv_project_Conv2D_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='data_192_model_expanded_conv_project_Conv2D_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='data_192_model_conv2d_8_BiasAdd_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='data_192_model_expanded_conv_depthwise_depthwise_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='Conv__746_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='Conv__746_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='data_192_model_block_3_expand_Conv2D_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='const_two__583', optype='Producer', children: [[1, 1, 1]])
  Node(name='const_fold_opt__755', optype='Producer', children: [[1]])
  Node(name='', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='layer_data_192_model_block_12_add_add', optype='Add', parents: [1, 1], children: [[1]])
  Node(name='layer_data_192_model_block_5_project_Conv2D', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='layer_data_192_model_block_11_project_Conv2D', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='layer_data_192_model_block_5_depthwise_depthwise', optype='PaddedConvDepthWise2D', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='layer_data_192_model_block_5_expand_Conv2D', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='layer_data_192_model_block_11_depthwise_depthwise', optype='PaddedConvDepthWise2D', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='layer_data_192_model_block_5_add_add', optype='Add', parents: [1, 1], children: [[1, 1]])
  Node(name='Concat__591', optype='Concat', parents: [1, 1], children: [[1]])
  Node(name='', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='layer_data_192_model_block_14_expand_Conv2D', optype='Conv2D', parents: [1, 1, 0], children: [[1]])
  Node(name='layer_data_192_model_block_4_project_Conv2D', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='layer_data_192_model_block_11_expand_Conv2D', optype='Conv2D', parents: [1, 1, 0], children: [[1]])
  Node(name='', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='layer_data_192_model_block_10_project_Conv2D', optype='Conv2D', parents: [1, 1, 1], children: [[1, 1]])
  Node(name='layer_data_192_model_block_4_depthwise_depthwise', optype='PaddedConvDepthWise2D', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='layer_data_192_model_block_11_expand_BN_FusedBatchNormV3', optype='BatchNorm2D', parents: [1, 1, 1, 1, 1], children: [[1]])
  Node(name='layer_data_192_model_block_10_depthwise_depthwise', optype='PaddedConvDepthWise2D', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='layer_data_192_model_block_10_expand_Conv2D', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='layer_data_192_model_block_4_expand_Conv2D', optype='Conv2D', parents: [1, 1, 0], children: [[1]])
  Node(name='layer_data_192_model_conv2d_2_BiasAdd', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='layer_data_192_model_block_3_project_Conv2D', optype='Conv2D', parents: [1, 1, 1], children: [[1, 1]])
  Node(name='layer_data_192_model_Conv_1_bn_FusedBatchNormV3', optype='BatchNorm2D', parents: [1, 1, 1, 1, 1], children: [[1]])
  Node(name='layer_data_192_model_block_3_depthwise_depthwise', optype='ConvDepthWise2D', parents: [1, 1, 1], children: [[1]])
  Node(name='layer_data_192_model_block_9_project_Conv2D', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='layer_data_192_model_block_3_expand_Conv2D', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='layer_data_192_model_conv2d_BiasAdd', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='layer_data_192_model_block_9_depthwise_depthwise', optype='PaddedConvDepthWise2D', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='layer_data_192_model_block_7_add_add', optype='Add', parents: [1, 1], children: [[1, 1]])
  Node(name='layer_data_192_model_block_9_expand_Conv2D', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='data_192_model_block_3_pad_Pad_0', optype='Pad', parents: [1, 1, 0, 0], children: [[1]])
  Node(name='layer_data_192_model_block_9_add_add', optype='Add', parents: [1, 1], children: [[1, 1]])
  Node(name='layer_data_192_model_block_2_project_Conv2D', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='data_192_model_Conv_1_bn_ReadVariableOp_0', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_block_8_project_Conv2D', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='data_192_model_Conv_1_bn_ReadVariableOp_1_0', optype='Producer', children: [[1]])
  Node(name='', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='data_192_model_batch_normalization_11_FusedBatchNormV3_ReadVariableOp_0', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_block_8_depthwise_depthwise', optype='PaddedConvDepthWise2D', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='data_192_model_batch_normalization_11_FusedBatchNormV3_ReadVariableOp_1_0', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_block_8_expand_Conv2D', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='data_192_model_batch_normalization_11_ReadVariableOp_0', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_block_8_add_add', optype='Add', parents: [1, 1], children: [[1, 1]])
  Node(name='', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='data_192_model_batch_normalization_11_ReadVariableOp_1_0', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_block_15_expand_Conv2D', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='data_192_model_batch_normalization_5_FusedBatchNormV3_ReadVariableOp_0', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_block_7_project_Conv2D', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='layer_data_192_model_block_15_add_add', optype='Add', parents: [1, 1], children: [[1]])
  Node(name='layer_data_192_model_conv2d_3_Conv2D', optype='Conv2D', parents: [1, 1, 1], children: [[1, 1]])
  Node(name='data_192_model_batch_normalization_5_FusedBatchNormV3_ReadVariableOp_1_0', optype='Producer', children: [[1]])
  Node(name='', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='data_192_model_batch_normalization_5_ReadVariableOp_0', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_block_7_depthwise_depthwise', optype='PaddedConvDepthWise2D', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='data_192_model_batch_normalization_5_ReadVariableOp_1_0', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_block_11_add_add', optype='Add', parents: [1, 1], children: [[1, 1]])
  Node(name='data_192_model_batch_normalization_7_FusedBatchNormV3_ReadVariableOp_0', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_block_7_expand_Conv2D', optype='Conv2D', parents: [1, 1, 0], children: [[1]])
  Node(name='data_192_model_block_11_depthwise_depthwise_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_block_14_depthwise_depthwise', optype='PaddedConvDepthWise2D', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='data_192_model_block_10_expand_Conv2D_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_block_6_project_Conv2D', optype='Conv2D', parents: [1, 1, 1], children: [[1, 1]])
  Node(name='data_192_model_block_10_depthwise_depthwise_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_block_6_depthwise_depthwise', optype='ConvDepthWise2D', parents: [1, 1, 1], children: [[1]])
  Node(name='data_192_model_block_10_expand_Conv2D_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='data_192_model_block_10_project_Conv2D_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_block_6_expand_Conv2D', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='data_192_model_block_10_project_Conv2D_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_conv2d_1_BiasAdd', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='data_192_model_block_11_depthwise_depthwise_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_block_14_add_add', optype='Add', parents: [1, 1], children: [[1, 1]])
  Node(name='data_192_model_block_11_expand_BN_FusedBatchNormV3_ReadVariableOp_0', optype='Producer', children: [[1]])
  Node(name='data_192_model_block_6_pad_Pad_0', optype='Pad', parents: [1, 1, 0, 0], children: [[1]])
  Node(name='layer_data_192_model_block_13_depthwise_depthwise', optype='ConvDepthWise2D', parents: [1, 1, 1], children: [[1]])
  Node(name='layer_data_192_model_block_12_depthwise_depthwise', optype='PaddedConvDepthWise2D', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='layer_data_192_model_block_16_project_Conv2D', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='layer_data_192_model_Conv_1_Conv2D', optype='Conv2D', parents: [1, 1, 0], children: [[1]])
  Node(name='', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='Slice__589', optype='Slice', parents: [1, 1, 1, 0, 0], children: [[1]])
  Node(name='', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='layer_data_192_model_batch_normalization_5_FusedBatchNormV3', optype='BatchNorm2D', parents: [1, 1, 1, 1, 1], children: [[1]])
  Node(name='Shape__651_0', optype='Shape', parents: [1], children: [[1]])
  Node(name='pad_const__222', optype='Producer', children: [[1, 1, 1, 1]])
  Node(name='Shape__587_0', optype='Shape', parents: [1], children: [[1]])
  Node(name='layer_data_192_model_conv2d_8_BiasAdd', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='layer_data_192_model_activation_Sigmoid', optype='Sigmoid', parents: [1], children: [[1]])
  Node(name='layer_data_192_model_conv2d_7_Conv2D', optype='Conv2D', parents: [1, 1, 0], children: [[1]])
  Node(name='const_zero__646', optype='Producer', children: [[1, 1, 1]])
  Node(name='Conv__750', optype='PaddedConvDepthWise2D', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='layer_data_192_model_block_13_expand_Conv2D', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='layer_data_192_model_conv2d_6_Conv2D', optype='Conv2D', parents: [1, 1, 0], children: [[1]])
  Node(name='Conv__748', optype='PaddedConvDepthWise2D', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='layer_data_192_model_re_lu_2_Relu', optype='ReLU', parents: [1], children: [[1]])
  Node(name='layer_data_192_model_block_12_expand_Conv2D', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='layer_data_192_model_batch_normalization_9_FusedBatchNormV3', optype='BatchNorm2D', parents: [1, 1, 1, 1, 1], children: [[1]])
  Node(name='Resize__656', optype='Resize', parents: [1, 1, 1, 1], children: [[1]])
  Node(name='Slice__653', optype='Slice', parents: [1, 1, 1, 0, 0], children: [[1]])
  Node(name='layer_data_192_model_add_2_add', optype='Add', parents: [1, 1], children: [[1]])
  Node(name='layer_data_192_model_batch_normalization_12_FusedBatchNormV3__702', optype='Transpose', parents: [1], children: [[]])
  Node(name='layer_data_192_model_conv2d_5_Conv2D', optype='Conv2D', parents: [1, 1, 0], children: [[1]])
  Node(name='Conv__746', optype='PaddedConvDepthWise2D', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='layer_data_192_model_conv2d_4_Conv2D', optype='Conv2D', parents: [1, 1, 0], children: [[1]])
  Node(name='Resize__624', optype='Resize', parents: [1, 1, 1, 1], children: [[1]])
  Node(name='layer_data_192_model_re_lu_1_Relu', optype='ReLU', parents: [1], children: [[1, 1]])
  Node(name='layer_data_192_model_batch_normalization_7_FusedBatchNormV3', optype='BatchNorm2D', parents: [1, 1, 1, 1, 1], children: [[1]])
  Node(name='layer_data_192_model_add_1_add', optype='Add', parents: [1, 1], children: [[1]])

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

Native operators: 318 (16 types)
- Add: 13
- BatchNorm2D: 11
- Clip: 35
- Concat: 3
- Conv2D: 43
- ConvDepthWise2D: 4
- Pad: 4
- PaddedConv2D: 1
- PaddedConvDepthWise2D: 17
- Producer: 172
- ReLU: 4
- Resize: 3
- Shape: 3
- Sigmoid: 1
- Slice: 3
- Transpose: 1
Generic operators: 0 (0 types)
Native types coverage: 100.0% (16/16)
Native operators coverage: 100.0% (318/318)
  (defaultdict(<class 'int'>, {'Slice': 3, 'Shape': 3, 'Conv2D': 43, 'PaddedConvDepthWise2D': 17, 'Add': 13, 'Resize': 3, 'ReLU': 4, 'BatchNorm2D': 11, 'Clip': 35, 'Producer': 172, 'Concat': 3, 'ConvDepthWise2D': 4, 'Pad': 4, 'PaddedConv2D': 1, 'Sigmoid': 1, 'Transpose': 1}), defaultdict(<class 'int'>, {}))

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

Remove flatten
Fuse batchnorm
Expand metaop
Fuse to metaop

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

  Node(name='data_192_model_expanded_conv_depthwise_depthwise_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='data_192_model_expanded_conv_project_Conv2D_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='data_192_model_conv2d_7_Conv2D_ReadVariableOp_0', optype='Producer', children: [[1]])
  Node(name='data_192_model_block_10_project_Conv2D_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='data_192_model_block_11_depthwise_depthwise_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='data_192_model_block_11_expand_Conv2D_ReadVariableOp_0', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_block_14_expand_Conv2D_b', optype='Producer', children: [[1]])
  Node(name='pad_const__222', optype='Producer', children: [[1, 1, 1, 1]])
  Node(name='data_192_model_block_13_project_Conv2D_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='data_192_model_block_13_depthwise_depthwise_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='data_192_model_block_11_project_Conv2D_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='data_192_model_block_11_project_Conv2D_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='data_192_model_conv2d_2_BiasAdd_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='data_192_model_block_12_depthwise_depthwise_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='data_192_model_block_12_expand_Conv2D_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='data_192_model_block_13_project_Conv2D_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='data_192_model_conv2d_8_BiasAdd_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='data_192_model_block_14_depthwise_depthwise_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='', optype='ConvAct', parents: [1, 1, 1], children: [[1]])
  Node(name='data_192_model_block_14_expand_Conv2D_ReadVariableOp_0', optype='Producer', children: [[1]])
  Node(name='Conv__748_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='data_192_model_block_14_depthwise_depthwise_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='', optype='PadConvDw', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='layer_data_192_model_Conv_1_Conv2D_b', optype='Producer', children: [[1]])
  Node(name='data_192_model_block_14_project_Conv2D_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='Conv__750_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='data_192_model_block_14_project_Conv2D_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='const_fold_opt__754', optype='Producer', children: [[1]])
  Node(name='data_192_model_block_15_expand_Conv2D_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='Conv__744_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='data_192_model_block_15_depthwise_depthwise_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='Conv__746_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='data_192_model_block_15_depthwise_depthwise_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='data_192_model_block_15_expand_Conv2D_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='data_192_model_block_15_project_Conv2D_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='', optype='PadConvDw', parents: [1, 1, 1, 1, 0, 0], children: [[1]])
  Node(name='roi__613', optype='Producer', children: [[1, 1, 1, 1, 1, 1]])
  Node(name='data_192_model_block_15_project_Conv2D_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='', optype='PadConvDw', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='data_192_model_block_16_depthwise_depthwise_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_block_1_expand_Conv2D_b', optype='Producer', children: [[1]])
  Node(name='data_192_model_block_16_expand_Conv2D_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_conv2d_8_BiasAdd', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='data_192_model_block_16_depthwise_depthwise_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_activation_Sigmoid', optype='Sigmoid', parents: [1], children: [[1]])
  Node(name='data_192_model_block_16_expand_Conv2D_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='', optype='PadConvDw', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='data_192_model_block_12_depthwise_depthwise_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='Resize__656', optype='Resize', parents: [1, 1, 1, 1], children: [[1]])
  Node(name='data_192_model_block_12_expand_Conv2D_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='Slice__653', optype='Slice', parents: [1, 1, 1, 0, 0], children: [[1]])
  Node(name='Conv__746_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='data_192_model_block_12_project_Conv2D_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_add_2_add', optype='Add', parents: [1, 1], children: [[1]])
  Node(name='data_192_model_block_13_depthwise_depthwise_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_batch_normalization_12_FusedBatchNormV3__702', optype='Transpose', parents: [1], children: [[]])
  Node(name='data_192_model_block_13_expand_Conv2D_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='Resize__624', optype='Resize', parents: [1, 1, 1, 1], children: [[1]])
  Node(name='data_192_model_block_12_project_Conv2D_weights_fused_bn', optype='Producer', children: [[1]])
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  Node(name='data_192_model_block_10_expand_Conv2D_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_block_10_expand_Conv2D', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
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  Node(name='layer_data_192_model_conv2d_2_BiasAdd', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='data_192_model_block_2_project_Conv2D_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_block_9_project_Conv2D', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='data_192_model_block_3_depthwise_depthwise_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='', optype='PadConvDw', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
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  Node(name='', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='data_192_model_block_4_depthwise_depthwise_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='', optype='Clip', parents: [1, 1, 1], children: [[1]])
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  Node(name='layer_data_192_model_block_9_expand_Conv2D', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='data_192_model_block_3_project_Conv2D_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_block_9_add_add', optype='Add', parents: [1, 1], children: [[1, 1]])
  Node(name='data_192_model_block_3_project_Conv2D_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='', optype='Clip', parents: [1, 1, 1], children: [[1]])
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  Node(name='layer_data_192_model_block_8_project_Conv2D', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='data_192_model_block_5_depthwise_depthwise_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='layer_data_192_model_block_7_expand_Conv2D_b', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_block_8_expand_Conv2D', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='data_192_model_block_4_project_Conv2D_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_block_8_add_add', optype='Add', parents: [1, 1], children: [[1, 1]])
  Node(name='data_192_model_block_4_project_Conv2D_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='data_192_model_block_5_depthwise_depthwise_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_block_7_project_Conv2D', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='data_192_model_block_5_expand_Conv2D_bias_fused_bn', optype='Producer', children: [[1]])
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  Node(name='layer_data_192_model_block_11_add_add', optype='Add', parents: [1, 1], children: [[1, 1]])
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  Node(name='layer_data_192_model_block_7_expand_Conv2D', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='data_192_model_block_5_project_Conv2D_bias_fused_bn', optype='Producer', children: [[1]])
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  Node(name='data_192_model_block_6_depthwise_depthwise_bias_fused_bn', optype='Producer', children: [[1]])
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  Node(name='layer_data_192_model_block_5_project_Conv2D', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='const_two__583', optype='Producer', children: [[1, 1, 1]])
  Node(name='data_192_model_expanded_conv_depthwise_depthwise_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='data_192_model_block_7_depthwise_depthwise_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='data_192_model_block_6_expand_Conv2D_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='data_192_model_block_6_expand_Conv2D_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_block_5_expand_Conv2D', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='data_192_model_conv2d_8_BiasAdd_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='data_192_model_block_6_project_Conv2D_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_block_5_add_add', optype='Add', parents: [1, 1], children: [[1, 1]])
  Node(name='layer_data_192_model_add_1_add', optype='Add', parents: [1, 1], children: [[1]])
  Node(name='const_fold_opt__753', optype='Producer', children: [[1]])
  Node(name='data_192_model_block_7_depthwise_depthwise_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='data_192_model_block_7_expand_Conv2D_ReadVariableOp_0', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_block_4_project_Conv2D', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='data_192_model_expanded_conv_project_Conv2D_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='', optype='PadConvDw', parents: [1, 1, 1, 1, 0, 0], children: [[1]])
  Node(name='', optype='PadConvDw', parents: [1, 1, 1, 1, 0, 0], children: [[1]])
  Node(name='', optype='PadConvDw', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='', optype='PadConvDw', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='layer_data_192_model_block_11_expand_Conv2D_b', optype='Producer', children: [[1]])
  Node(name='', optype='Clip', parents: [1, 1, 1], children: [[1]])
  Node(name='const_fold_opt__755', optype='Producer', children: [[1]])
  Node(name='data_192_model_block_7_project_Conv2D_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_block_4_expand_Conv2D', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='data_192_model_block_7_project_Conv2D_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_block_3_project_Conv2D', optype='Conv2D', parents: [1, 1, 1], children: [[1, 1]])
  Node(name='data_192_model_block_8_depthwise_depthwise_bias_fused_bn', optype='Producer', children: [[1]])
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  [WARNING] - Resizing tensor with [0] will make it 'Undefined'.
[NOTICE] - Zero-variance: layer_data_192_model_block_11_expand_Conv2D [180]
[WARNING] - Pad_Op: unable to forwardDims() because output dims are data dependent on input#1
[WARNING] - Unable to forward dimensions (circular dependency and/or wrong dimensions and/or data
[WARNING]   dependent dimension?). Unable to compute output dims for nodes
[WARNING]   ["data_192_model_block_1_pad_Pad_0 (Pad)",
[WARNING]   "layer_data_192_model_block_1_depthwise_depthwise (ConvDepthWise2D)"].
[WARNING] - Pad_Op: unable to forwardDims() because output dims are data dependent on input#1
[WARNING] - Unable to forward dimensions (circular dependency and/or wrong dimensions and/or data
[WARNING]   dependent dimension?). Unable to compute output dims for nodes
[WARNING]   ["data_192_model_block_1_pad_Pad_0 (Pad)",
[WARNING]   "layer_data_192_model_block_1_depthwise_depthwise (ConvDepthWise2D)"].
[WARNING] - Unable to forward dimensions (circular dependency and/or wrong dimensions and/or data
[WARNING]   dependent dimension?). Unable to compute output dims for nodes [" (PadConvDw)", "
[WARNING]   (PadConvDw)", " (PadConvDw)", " (PadConvDw)", " (PadConvDw)", " (PadConvDw)", "
[WARNING]   (PadConvDw)", " (ConvAct)", " (ConvAct)", " (PadConvDw)", " (Clip)",
[WARNING]   "layer_data_192_model_block_1_project_Conv2D (Conv2D)",
[WARNING]   "layer_data_192_model_block_2_expand_Conv2D (Conv2D)", " (Clip)", " (Clip)", " (Clip)",
[WARNING]   " (PadConvDw)", " (PadConvDw)", " (PadConvDw)", " (ConvAct)", " (PadConvDw)", "
[WARNING]   (PadConvDw)", " (ConvAct)", " (PadConvDw)", "layer_data_192_model_block_2_project_Conv2D
[WARNING]   (Conv2D)", "layer_data_192_model_conv2d_BiasAdd (Conv2D)",
[WARNING]   "layer_data_192_model_block_3_expand_Conv2D (Conv2D)", " (Clip)",
[WARNING]   "layer_data_192_model_block_3_project_Conv2D (Conv2D)",
[WARNING]   "layer_data_192_model_block_4_expand_Conv2D (Conv2D)", " (Clip)", " (Clip)", "
[WARNING]   (PadConvDw)", "layer_data_192_model_block_4_project_Conv2D (Conv2D)", " (Clip)",
[WARNING]   "layer_data_192_model_block_5_expand_Conv2D (Conv2D)", " (Clip)", " (Clip)",
[WARNING]   "layer_data_192_model_block_5_project_Conv2D (Conv2D)",
[WARNING]   "layer_data_192_model_conv2d_1_BiasAdd (Conv2D)",
[WARNING]   "layer_data_192_model_block_6_expand_Conv2D (Conv2D)", " (Clip)",
[WARNING]   "layer_data_192_model_block_6_project_Conv2D (Conv2D)", " (Clip)",
[WARNING]   "layer_data_192_model_block_7_expand_Conv2D (Conv2D)", " (Clip)",
[WARNING]   "layer_data_192_model_block_7_project_Conv2D (Conv2D)", " (Clip)",
[WARNING]   "layer_data_192_model_block_8_expand_Conv2D (Conv2D)", " (Clip)",
[WARNING]   "layer_data_192_model_block_8_project_Conv2D (Conv2D)", " (Clip)",
[WARNING]   "layer_data_192_model_block_9_expand_Conv2D (Conv2D)", " (Clip)", " (Clip)", "
[WARNING]   (PadConvDw)", "layer_data_192_model_block_9_project_Conv2D (Conv2D)",
[WARNING]   "layer_data_192_model_conv2d_2_BiasAdd (Conv2D)",
[WARNING]   "layer_data_192_model_block_10_expand_Conv2D (Conv2D)", " (Clip)",
[WARNING]   "layer_data_192_model_block_10_project_Conv2D (Conv2D)",
[WARNING]   "layer_data_192_model_block_11_expand_Conv2D (Conv2D)", " (Clip)", "Concat__591
[WARNING]   (Concat)", " (Clip)", "layer_data_192_model_block_11_project_Conv2D (Conv2D)", "
[WARNING]   (Clip)", "layer_data_192_model_block_12_expand_Conv2D (Conv2D)", " (Clip)",
[WARNING]   "layer_data_192_model_block_12_project_Conv2D (Conv2D)", " (Clip)",
[WARNING]   "layer_data_192_model_block_13_expand_Conv2D (Conv2D)", " (Clip)",
[WARNING]   "layer_data_192_model_block_13_project_Conv2D (Conv2D)", " (Clip)",
[WARNING]   "layer_daNode(name='data_192_model_block_8_expand_Conv2D_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_block_3_expand_Conv2D', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='data_192_model_conv2d_BiasAdd_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='data_192_model_block_8_project_Conv2D_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_conv2d_BiasAdd', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='data_192_model_conv2d_2_BiasAdd_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_block_7_add_add', optype='Add', parents: [1, 1], children: [[1, 1]])
  Node(name='data_192_model_block_9_depthwise_depthwise_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_block_2_project_Conv2D', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='data_192_model_block_9_expand_Conv2D_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='', optype='PadConvDw', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='data_192_model_block_9_depthwise_depthwise_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='', optype='ConvAct', parents: [1, 1, 1], children: [[1]])
  Node(name='data_192_model_block_9_expand_Conv2D_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='', optype='PadConvDw', parents: [1, 1, 1, 1, 0, 0], children: [[1]])
  Node(name='data_192_model_block_9_project_Conv2D_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='', optype='PadConvDw', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='data_192_model_block_9_project_Conv2D_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='layer_data_192_model_conv2d_5_Conv2D_b', optype='Producer', children: [[1]])
  Node(name='Conv__744_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='data_192_model_block_11_depthwise_depthwise_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='data_192_model_out_relu_Relu6_min__571', optype='Producer', children: [[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]])
  Node(name='data_192_model_block_10_expand_Conv2D_bias_fused_bn', optype='Producer', children: [[1]])
  Node(name='data_192_model_conv2d_4_Conv2D_ReadVariableOp_0', optype='Producer', children: [[1]])
  Node(name='data_192_model_conv2d_1_BiasAdd_weights_fused_bn', optype='Producer', children: [[1]])
  Node(name='data_192_model_block_10_project_Conv2D_bias_fused_bn', optype='Producer', children: [[1]])

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

Native operators: 266 (13 types)
- Add: 13
- Clip: 35
- Concat: 3
- Conv2D: 39
- ConvAct: 4
- PadConv: 1
- PadConvDw: 21
- Producer: 139
- Resize: 3
- Shape: 3
- Sigmoid: 1
- Slice: 3
- Transpose: 1
Generic operators: 0 (0 types)
Native types coverage: 100.0% (13/13)
Native operators coverage: 100.0% (266/266)
  (defaultdict(<class 'int'>, {'Producer': 139, 'PadConvDw': 21, 'Conv2D': 39, 'Sigmoid': 1, 'Resize': 3, 'Slice': 3, 'Add': 13, 'Transpose': 1, 'Shape': 3, 'Clip': 35, 'Concat': 3, 'ConvAct': 4, 'PadConv': 1}), defaultdict(<class 'int'>, {}))

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

Native operators: 266 (13 types)
- Add: 13
- Clip: 35
- Concat: 3
- Conv2D: 39
- ConvAct: 4
- PadConv: 1
- PadConvDw: 21
- Producer: 139
- Resize: 3
- Shape: 3
- Sigmoid: 1
- Slice: 3
- Transpose: 1
Generic operators: 0 (0 types)
Native types coverage: 100.0% (13/13)
Native operators coverage: 100.0% (266/266)
  (defaultdict(<class 'int'>, {'Producer': 139, 'PadConvDw': 21, 'Conv2D': 39, 'Sigmoid': 1, 'Resize': 3, 'Slice': 3, 'Add': 13, 'Transpose': 1, 'Shape': 3, 'Clip': 35, 'Concat': 3, 'ConvAct': 4, 'PadConv': 1}), defaultdict(<class 'int'>, {}))

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

OK

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

OK

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

roi__613 (Producer)
const_zero__646 (Producer)
pad_const__222 (Producer)
const_fold_opt__755 (Producer)
const_two__583 (Producer)
_Conv2D_6_biases (Producer)
_PadConvDw_18_biases (Producer)
_PadConvDw_18_weights (Producer)
_PadConvDw_0_biases (Producer)
_Conv2D_38_weights (Producer)
_Conv2D_0_biases (Producer)
_Conv2D_0_weights (Producer)
_Conv2D_38_biases (Producer)
_Conv2D_12_biases (Producer)
_Conv2D_5_weights (Producer)
_Conv2D_5_biases (Producer)
_Conv2D_37_weights (Producer)
_ConvAct_1_weights (Producer)
_Conv2D_37_biases (Producer)
_ConvAct_2_weights (Producer)
_PadConvDw_17_weights (Producer)
_PadConvDw_0_weights (Producer)
_PadConvDw_20_weights (Producer)
_PadConvDw_19_weights (Producer)
_ConvAct_3_weights (Producer)
const_fold_opt__753 (Producer)
const_fold_opt__754 (Producer)
_PadConvDw_20_biases (Producer)
_PadConvDw_19_biases (Producer)
_Conv2D_21_biases (Producer)
_Conv2D_12_weights (Producer)
_ConvAct_0_weights (Producer)
data_192_model_out_relu_Relu6_min__571 (Producer)
_PadConvDw_17_biases (Producer)
_Conv2D_20_weights (Producer)
_Conv2D_20_biases (Producer)
_Conv2D_19_weights (Producer)
_PadConvDw_9_weights (Producer)
_Conv2D_19_biases (Producer)
_PadConvDw_9_biases (Producer)
_Conv2D_21_weights (Producer)
_Conv2D_18_weights (Producer)
_Conv2D_17_biases (Producer)
_PadConvDw_8_biases (Producer)
_Conv2D_16_weights (Producer)
_Conv2D_16_biases (Producer)
_Conv2D_24_biases (Producer)
_Conv2D_15_weights (Producer)
_PadConvDw_7_biases (Producer)
_Conv2D_14_biases (Producer)
_Conv2D_13_weights (Producer)
_Conv2D_13_biases (Producer)
_PadConvDw_7_weights (Producer)
_Conv2D_18_biases (Producer)
_Conv2D_17_weights (Producer)
_PadConvDw_8_weights (Producer)
_Conv2D_14_weights (Producer)
_PadConvDw_6_biases (Producer)
_Conv2D_11_weights (Producer)
_Conv2D_11_biases (Producer)
_PadConvDw_6_weights (Producer)
_Conv2D_10_weights (Producer)
_Conv2D_10_biases (Producer)
_PadConvDw_5_biases (Producer)
_Conv2D_9_weights (Producer)
_Conv2D_9_biases (Producer)
_Conv2D_15_biases (Producer)
_PadConvDw_5_weights (Producer)
_Conv2D_8_weights (Producer)
_Conv2D_7_weights (Producer)
_Conv2D_7_biases (Producer)
_Conv2D_6_weights (Producer)
_PadConvDw_4_weights (Producer)
_PadConvDw_4_biases (Producer)
_PadConvDw_3_biases (Producer)
_Conv2D_4_weights (Producer)
_Conv2D_4_biases (Producer)
_PadConvDw_3_weights (Producer)
_Conv2D_8_biases (Producer)
_PadConvDw_2_weights (Producer)
_PadConvDw_2_biases (Producer)
_Conv2D_2_weights (Producer)
_Conv2D_3_weights (Producer)
_Conv2D_2_biases (Producer)
_Conv2D_3_biases (Producer)
_PadConvDw_1_weights (Producer)
_Conv2D_35_weights (Producer)
data_192_model_block_16_expand_relu_Relu6_max__541 (Producer)
_Conv2D_1_weights (Producer)
_PadConvDw_1_biases (Producer)
_Conv2D_35_biases (Producer)
_ConvAct_0_biases (Producer)
_PadConv_0_weights (Producer)
_Conv2D_36_weights (Producer)
_PadConv_0_biases (Producer)
_ConvAct_3_biases (Producer)
_ConvAct_2_biases (Producer)
_PadConvDw_10_biases (Producer)
_Conv2D_28_weights (Producer)
_Conv2D_27_weights (Producer)
_Conv2D_28_biases (Producer)
_PadConvDw_13_biases (Producer)
_Conv2D_27_biases (Producer)
_Conv2D_26_weights (Producer)
_PadConvDw_12_weights (Producer)
_Conv2D_34_weights (Producer)
_PadConvDw_16_weights (Producer)
_Conv2D_34_biases (Producer)
_PadConvDw_16_biases (Producer)
_Conv2D_33_weights (Producer)
_Conv2D_33_biases (Producer)
_Conv2D_32_weights (Producer)
_PadConvDw_15_weights (Producer)
_PadConvDw_15_biases (Producer)
_Conv2D_32_biases (Producer)
_Conv2D_31_weights (Producer)
_Conv2D_31_biases (Producer)
_Conv2D_36_biases (Producer)
_PadConvDw_14_weights (Producer)
_Conv2D_30_weights (Producer)
_PadConvDw_14_biases (Producer)
_Conv2D_29_biases (Producer)
_Conv2D_26_biases (Producer)
_PadConvDw_12_biases (Producer)
_Conv2D_25_weights (Producer)
_Conv2D_25_biases (Producer)
_PadConvDw_13_weights (Producer)
_Conv2D_29_weights (Producer)
_Conv2D_30_biases (Producer)
_Conv2D_24_weights (Producer)
_PadConvDw_11_weights (Producer)
_Conv2D_23_weights (Producer)
_Conv2D_23_biases (Producer)
_Conv2D_22_weights (Producer)
_PadConvDw_10_weights (Producer)
_Conv2D_22_biases (Producer)
_PadConvDw_11_biases (Producer)
_ConvAct_1_biases (Producer)
_Conv2D_1_biases (Producer)
_PadConv_0 (PadConv)
_Clip_0 (Clip)
_PadConvDw_0 (PadConvDw)
_Clip_1 (Clip)
_Conv2D_0 (Conv2D)
_Conv2D_1 (Conv2D)
_Clip_2 (Clip)
_PadConvDw_1 (PadConvDw)
_Clip_3 (Clip)
_Conv2D_2 (Conv2D)
_Conv2D_3 (Conv2D)
_Clip_4 (Clip)
_PadConvDw_2 (PadConvDw)
_Clip_5 (Clip)
_Conv2D_4 (Conv2D)
_Add_0 (Add)
_Conv2D_5 (Conv2D)
_Conv2D_6 (Conv2D)
_Clip_6 (Clip)
_PadConvDw_3 (PadConvDw)
_Clip_7 (Clip)
_Conv2D_7 (Conv2D)
_Conv2D_8 (Conv2D)
_Clip_8 (Clip)
_PadConvDw_4 (PadConvDw)
_Clip_9 (Clip)
_Conv2D_9 (Conv2D)
_Add_1 (Add)
_Conv2D_10 (Conv2D)
_Clip_10 (Clip)
_PadConvDw_5 (PadConvDw)
_Clip_11 (Clip)
_Conv2D_11 (Conv2D)
_Add_2 (Add)
_Conv2D_12 (Conv2D)
_Conv2D_13 (Conv2D)
_Clip_12 (Clip)
_PadConvDw_6 (PadConvDw)
_Clip_13 (Clip)
_Conv2D_14 (Conv2D)
_Conv2D_15 (Conv2D)
_Clip_14 (Clip)
_PadConvDw_7 (PadConvDw)
_Clip_15 (Clip)
_Conv2D_16 (Conv2D)
_Add_3 (Add)
_Conv2D_17 (Conv2D)
_Clip_16 (Clip)
_PadConvDw_8 (PadConvDw)
_Clip_17 (Clip)
_Conv2D_18 (Conv2D)
_Add_4 (Add)
_Conv2D_19 (Conv2D)
_Clip_18 (Clip)
_PadConvDw_9 (PadConvDw)
_Clip_19 (Clip)
_Conv2D_20 (Conv2D)
_Add_5 (Add)
_Conv2D_21 (Conv2D)
_Conv2D_22 (Conv2D)
_Clip_20 (Clip)
_PadConvDw_10 (PadConvDw)
_Clip_21 (Clip)
_Conv2D_23 (Conv2D)
_Conv2D_24 (Conv2D)
_Clip_22 (Clip)
_PadConvDw_11 (PadConvDw)
_Clip_23 (Clip)
_Conv2D_25 (Conv2D)
_Add_6 (Add)
_Conv2D_26 (Conv2D)
_Clip_24 (Clip)
_PadConvDw_12 (PadConvDw)
_Clip_25 (Clip)
_Conv2D_27 (Conv2D)
_Add_7 (Add)
_Conv2D_28 (Conv2D)
_Clip_26 (Clip)
_PadConvDw_13 (PadConvDw)
_Clip_27 (Clip)
_Conv2D_29 (Conv2D)
_Conv2D_30 (Conv2D)
_Clip_28 (Clip)
_PadConvDw_14 (PadConvDw)
_Clip_29 (Clip)
_Conv2D_31 (Conv2D)
_Add_8 (Add)
_Conv2D_32 (Conv2D)
_Clip_30 (Clip)
_PadConvDw_15 (PadConvDw)
_Clip_31 (Clip)
_Conv2D_33 (Conv2D)
_Add_9 (Add)
_Conv2D_34 (Conv2D)
_Clip_32 (Clip)
_PadConvDw_16 (PadConvDw)
_Clip_33 (Clip)
_Conv2D_35 (Conv2D)
_Conv2D_36 (Conv2D)
_Clip_34 (Clip)
_Conv2D_37 (Conv2D)
_Shape_0 (Shape)
_Slice_0 (Slice)
_Concat_0 (Concat)
_Resize_0 (Resize)
_Add_10 (Add)
_PadConvDw_17 (PadConvDw)
_ConvAct_0 (ConvAct)
_Shape_1 (Shape)
_Slice_1 (Slice)
_Concat_1 (Concat)
_Resize_1 (Resize)
_Add_11 (Add)
_PadConvDw_18 (PadConvDw)
_ConvAct_1 (ConvAct)
_Shape_2 (Shape)
_Slice_2 (Slice)
_Concat_2 (Concat)
_Resize_2 (Resize)
_Add_12 (Add)
_PadConvDw_19 (PadConvDw)
_ConvAct_2 (ConvAct)
_PadConvDw_20 (PadConvDw)
_ConvAct_3 (ConvAct)
_Conv2D_38 (Conv2D)
_Sigmoid_0 (Sigmoid)
_Transpose_0 (Transpose)

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

OK

===============
Set data format to NHWC if needed
===============

Is Layout fragil: True
⚠️ Keeping model in NCHW (layout fragile)
OK

===============
Forward dims
===============


===============
Regenerate scheduler
===============

OK

===============
Export model
===============

ta_192_model_block_14_expand_Conv2D (Conv2D)", "Concat__623 (Concat)", "
[WARNING]   (Clip)", "layer_data_192_model_block_14_project_Conv2D (Conv2D)", " (Clip)",
[WARNING]   "layer_data_192_model_block_15_expand_Conv2D (Conv2D)", " (Clip)",
[WARNING]   "layer_data_192_model_block_15_project_Conv2D (Conv2D)", " (Clip)", "Concat__655
[WARNING]   (Concat)", "layer_data_192_model_block_16_expand_Conv2D (Conv2D)", "Slice__589 (Slice)",
[WARNING]   " (Clip)", "layer_data_192_model_block_16_project_Conv2D (Conv2D)", " (PadConvDw)", "
[WARNING]   (Clip)", "layer_data_192_model_Conv_1_Conv2D (Conv2D)",
[WARNING]   "layer_data_192_model_conv2d_3_Conv2D (Conv2D)", "Resize__592 (Resize)", "Slice__621
[WARNING]   (Slice)", "Resize__624 (Resize)", "Slice__653 (Slice)", "Resize__656 (Resize)", "
[WARNING]   (PadConvDw)", "layer_data_192_model_conv2d_8_BiasAdd (Conv2D)", " (PadConvDw)", "
[WARNING]   (PadConvDw)"].
[NOTICE] - Unable to adapt node _Shape_0 (of type Shape) to backend 
[NOTICE] - Unable to adapt node _Shape_1 (of type Shape) to backend 
[NOTICE] - Unable to adapt node _Shape_2 (of type Shape) to backend 
[NOTICE] - Slice_Op: ignoring non-empty Starts attribute because input#1 takes precedence
[NOTICE] - Slice_Op: ignoring non-empty Ends attribute because input#2 takes precedence
[WARNING] - Slice_Op: `Axes` are not provided, slicing will be applied on all axes.
[WARNING] - Resizing tensor with [0, 0, 0, 0] will make it 'Undefined'.
[WARNING] - Unable to forward dimensions (circular dependency and/or wrong dimensions and/or data
[WARNING]   dependent dimension?). Unable to compute output dims for nodes ["_PadConvDw_19
[WARNING]   (PadConvDw)", "_ConvAct_3 (ConvAct)", "_PadConvDw_20 (PadConvDw)", "_PadConvDw_18
[WARNING]   (PadConvDw)", "_Conv2D_38 (Conv2D)", "_ConvAct_1 (ConvAct)", "_PadConvDw_17
[WARNING]   (PadConvDw)", "_ConvAct_2 (ConvAct)", "_Resize_0__2 (Transpose)", "_Resize_1 (Resize)",
[WARNING]   "_ConvAct_0 (ConvAct)", "_Resize_2 (Resize)", "_Concat_1 (Concat)", "_Concat_2
[WARNING]   (Concat)", "_Add_10 (Add)", "_Slice_1 (Slice)", "_Add_11 (Add)", "_Add_12 (Add)",
[WARNING]   "_Slice_2 (Slice)"].
[ERROR] - Assertion failed: requiredSize.type == Elts_t::Data in /opt/aidge/aidge/aidge_core/src/scheduler/SequentialScheduler.cpp:786
[FATAL] - Cannot generate memory with token-based producer-consumer model for node _Resize_0 (of
[FATAL]   type Resize). You may need to forward dimensions in the graph first.
Traceback (most recent call last):
  File "/app/AI_Project/01_generate_cpp.py", line 169, in <module>
    aidge_core.export_utils.scheduler_export(
  File "/opt/venv/lib/python3.10/site-packages/aidge_core/export_utils/scheduler_export.py", line 79, in scheduler_export
    peak_mem, mem_info = memory_manager(scheduler, **memory_manager_args)
  File "/opt/venv/lib/python3.10/site-packages/aidge_core/mem_info.py", line 306, in generate_optimized_memory_info
    mem_manager = scheduler.generate_memory(
RuntimeError: Cannot generate memory with token-based producer-consumer model for node _Resize_0 (of type Resize). You may need to forward dimensions in the graph first.
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
make: AI_Build AI_Deploy AI_Manager AI_Project AI_Support ConvNet.onnx MLP_MNIST.onnx MobileNet-v2.onnx README.md __pycache__ config.json docker examples exit_functions.sh export_model mnist.onnx mnist_test_input_type2.bin model_1D_classifier.onnx model_type2.onnx print_raw_output.py st_movenet_lightning_heatmaps_192.onnx type1_test.sh type2_test.sh type3_test.sh No targets specified and no makefile found. Stop.

Report Details

report.json
null
124078 - rpi5 aidge124080 - rpi5 aidge