124068 - rpi5 aidge

MODEL : mobilenetv3_large_100_miil_in21k_Opset17_timm.onnx

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

x [1, 3, 224, 224]

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

  Node(name='onnx__Conv_512', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_1_se_act1_Relu', optype='ReLU', parents: [1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_2_bn1_act_HardSwish', optype='HardSwish', parents: [1], children: [[1]])
  Node(name='onnx__Conv_513', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_1_blocks_1_1_bn1_act_Relu', optype='ReLU', parents: [1], children: [[1]])
  Node(name='act2_HardSwish', optype='HardSwish', parents: [1], children: [[1]])
  Node(name='onnx__Conv_506', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_1_bn2_act_HardSwish', optype='HardSwish', parents: [1], children: [[1, 1]])
  Node(name='onnx__Conv_507', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_629', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_504', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_1_bn1_act_HardSwish', optype='HardSwish', parents: [1], children: [[1]])
  Node(name='onnx__Conv_503', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_627', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_500', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_1_conv_dw_Conv', optype='PaddedConvDepthWise2D', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='onnx__Conv_518', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_632', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_522', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_1_conv_pw_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='onnx__Conv_515', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_630', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_519', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_0_conv_pwl_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1, 1]])
  Node(name='onnx__Conv_516', optype='Producer', children: [[1]])
  Node(name='blocks_2_0_se_conv_expand_bias', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_575', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_0_se_Mul', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='onnx__Conv_509', optype='Producer', children: [[1]])
  Node(name='blocks_5_1_se_conv_reduce_weight', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_501', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_0_se_conv_expand_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_2_2_se_conv_expand_weight', optype='Producer', children: [[1]])
  Node(name='blocks_5_0_se_conv_expand_bias', optype='Producer', children: [[1]])
  Node(name='blocks_2_2_se_conv_reduce_bias', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_1_Add', optype='Add', parents: [1, 1], children: [[1, 1]])
  Node(name='onnx__Conv_584', optype='Producer', children: [[1]])
  Node(name='blocks_5_1_se_conv_reduce_bias', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_588', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_0_se_gate_HardSigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='onnx__Conv_587', optype='Producer', children: [[1]])
  Node(name='blocks_5_0_se_conv_expand_weight', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_585', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_0_se_conv_reduce_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='onnx__Conv_582', optype='Producer', children: [[1]])
  Node(name='blocks_2_1_se_conv_reduce_bias', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_581', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_0_se_act1_Relu', optype='ReLU', parents: [1], children: [[1]])
  Node(name='onnx__Conv_579', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_1_bn1_act_Relu', optype='ReLU', parents: [1], children: [[1]])
  Node(name='onnx__Conv_578', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_0_bn2_act_HardSwish', optype='HardSwish', parents: [1], children: [[1, 1]])
  Node(name='onnx__Conv_576', optype='Producer', children: [[1]])
  Node(name='blocks_2_0_se_conv_reduce_weight', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_2_se_act1_Relu', optype='ReLU', parents: [1], children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_0_bn1_act_HardSwish', optype='HardSwish', parents: [1], children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_2_Add', optype='Add', parents: [1, 1], children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_0_se_ReduceMean', optype='ReduceMean', parents: [1, 0], children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_2_se_conv_reduce_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_0_conv_dw_Conv', optype='PaddedConvDepthWise2D', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='onnx__Conv_573', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_2_se_ReduceMean', optype='ReduceMean', parents: [1, 0], children: [[1]])
  Node(name='onnx__Conv_608', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_0_conv_pw_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='onnx__Conv_606', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_0_blocks_0_0_bn1_act_Relu', optype='ReLU', parents: [1], children: [[1]])
  Node(name='onnx__Conv_605', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_1_se_ReduceMean', optype='ReduceMean', parents: [1, 0], children: [[1]])
  Node(name='onnx__Conv_618', optype='Producer', children: [[1]])
  Node(name='blocks_2_0_se_conv_reduce_bias', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_623', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_3_bn2_act_HardSwish', optype='HardSwish', parents: [1], children: [[1]])
  Node(name='onnx__Conv_621', optype='Producer', children: [[1]])
  Node(name='blocks_4_0_se_conv_reduce_bias', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_617', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_3_conv_pwl_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='onnx__Conv_615', optype='Producer', children: [[1]])
  Node(name='blocks_2_1_se_conv_expand_bias', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_614', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_3_bn1_act_HardSwish', optype='HardSwish', parents: [1], children: [[1]])
  Node(name='onnx__Conv_612', optype='Producer', children: [[1]])
  Node(name='blocks_2_1_se_conv_expand_weight', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_609', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_3_conv_dw_Conv', optype='PaddedConvDepthWise2D', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='onnx__Conv_611', optype='Producer', children: [[1]])
  Node(name='classifier_bias', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_594', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_3_conv_pw_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='onnx__Conv_602', optype='Producer', children: [[1]])
  Node(name='classifier_weight', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_600', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_3_Add', optype='Add', parents: [1, 1], children: [[1]])
  Node(name='onnx__Conv_603', optype='Producer', children: [[1]])
  Node(name='blocks_5_2_se_conv_expand_bias', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_599', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_2_bn2_act_HardSwish', optype='HardSwish', parents: [1], children: [[1]])
  Node(name='onnx__Conv_597', optype='Producer', children: [[1]])
  Node(name='conv_head_bias', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_596', optype='Producer', children: [[1]])
  Node(name='bn1_act_HardSwish', optype='HardSwish', parents: [1], children: [[1, 1]])
  Node(name='blocks_blocks_3_blocks_3_2_conv_pwl_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='onnx__Conv_591', optype='Producer', children: [[1]])
  Node(name='conv_head_weight', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_593', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_0_conv_pw_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='onnx__Conv_590', optype='Producer', children: [[1]])
  Node(name='blocks_5_2_se_conv_expand_weight', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_567', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_1_se_ReduceMean', optype='ReduceMean', parents: [1, 0], children: [[1]])
  Node(name='onnx__Conv_572', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_557', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_1_se_conv_reduce_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_2_conv_pwl_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='onnx__Conv_570', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_2_conv_pwl_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='onnx__Conv_569', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_558', optype='Producer', children: [[1]])
  Node(name='blocks_2_1_se_conv_reduce_weight', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_2_se_Mul', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='blocks_5_2_se_conv_reduce_weight', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_566', optype='Producer', children: [[1]])
  Node(name='blocks_5_1_se_conv_expand_bias', optype='Producer', children: [[1]])
  Node(name='conv_stem_Conv', optype='PaddedConv2D', parents: [0, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_2_se_conv_expand_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_5_2_se_conv_reduce_bias', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_564', optype='Producer', children: [[1]])
  Node(name='blocks_5_1_se_conv_expand_weight', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_0_se_ReduceMean', optype='ReduceMean', parents: [1, 0], children: [[1]])
  Node(name='blocks_4_0_se_conv_expand_weight', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_561', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_6_blocks_6_0_conv_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_2_2_se_conv_expand_bias', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_2_se_gate_HardSigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='blocks_4_0_se_conv_reduce_weight', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_560', optype='Producer', children: [[1]])
  Node(name='blocks_2_2_se_conv_reduce_weight', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_2_conv_dw_Conv', optype='PaddedConvDepthWise2D', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='blocks_2_0_se_conv_expand_weight', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_555', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_2_bn2_act_Relu', optype='ReLU', parents: [1], children: [[1, 1]])
  Node(name='onnx__Conv_542', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_2_conv_pw_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_2_conv_dw_Conv', optype='PaddedConvDepthWise2D', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='onnx__Conv_554', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_624', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_2_bn1_act_Relu', optype='ReLU', parents: [1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_2_conv_pw_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='onnx__Conv_552', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_620', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_1_conv_pwl_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_1_conv_pwl_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='onnx__Conv_551', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_0_se_Mul', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_2_se_conv_reduce_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_1_se_Mul', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_1_se_Mul', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='onnx__Conv_549', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_0_conv_pwl_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1, 1]])
  Node(name='blocks_blocks_2_blocks_2_1_se_conv_expand_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_1_se_conv_expand_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='conv_head_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='onnx__Conv_548', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_0_se_conv_expand_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_1_Add', optype='Add', parents: [1, 1], children: [[1]])
  Node(name='global_pool_pool_GlobalAveragePool', optype='GlobalAveragePooling', parents: [1], children: [[1]])
  Node(name='onnx__Conv_546', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_0_se_ReduceMean', optype='ReduceMean', parents: [1, 0], children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_1_se_gate_HardSigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_1_se_gate_HardSigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='onnx__Conv_545', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_0_se_gate_HardSigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_2_Add', optype='Add', parents: [1, 1], children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_1_se_conv_reduce_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_1_se_conv_reduce_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='onnx__Conv_543', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_0_se_conv_reduce_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_1_se_act1_Relu', optype='ReLU', parents: [1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_1_bn2_act_HardSwish', optype='HardSwish', parents: [1], children: [[1, 1]])
  Node(name='onnx__Conv_540', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_0_se_act1_Relu', optype='ReLU', parents: [1], children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_1_Add', optype='Add', parents: [1, 1], children: [[1, 1]])
  Node(name='blocks_blocks_5_blocks_5_1_se_act1_Relu', optype='ReLU', parents: [1], children: [[1]])
  Node(name='onnx__Conv_539', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_1_Add', optype='Add', parents: [1, 1], children: [[1, 1]])
  Node(name='blocks_blocks_2_blocks_2_1_conv_dw_Conv', optype='PaddedConvDepthWise2D', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_1_bn1_act_HardSwish', optype='HardSwish', parents: [1], children: [[1]])
  Node(name='onnx__Conv_537', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_0_conv_dw_Conv', optype='PaddedConvDepthWise2D', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_1_bn2_act_Relu', optype='ReLU', parents: [1], children: [[1, 1]])
  Node(name='blocks_blocks_5_blocks_5_1_conv_dw_Conv', optype='PaddedConvDepthWise2D', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='onnx__Conv_536', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_0_bn2_act_Relu', optype='ReLU', parents: [1], children: [[1, 1]])
  Node(name='blocks_blocks_5_blocks_5_2_se_act1_Relu', optype='ReLU', parents: [1], children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_1_conv_pw_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_1_conv_pw_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_2_bn2_act_HardSwish', optype='HardSwish', parents: [1], children: [[1, 1]])
  Node(name='flatten_Flatten', optype='Flatten', parents: [1], children: [[1]])
  Node(name='onnx__Conv_534', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_0_conv_pw_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_2_se_Mul', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='onnx__Conv_636', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_0_conv_pwl_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1, 1]])
  Node(name='blocks_blocks_5_blocks_5_2_se_gate_HardSigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='onnx__Conv_533', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_0_bn1_act_Relu', optype='ReLU', parents: [1], children: [[1]])
  Node(name='onnx__Conv_635', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_0_se_Mul', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='onnx__Conv_531', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_1_blocks_1_1_conv_pwl_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='onnx__Conv_633', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_0_se_conv_expand_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='onnx__Conv_530', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_1_blocks_1_1_Add', optype='Add', parents: [1, 1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_2_se_conv_expand_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_2_conv_dw_Conv', optype='PaddedConvDepthWise2D', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_0_se_gate_HardSigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='onnx__Conv_524', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_1_blocks_1_1_conv_dw_Conv', optype='PaddedConvDepthWise2D', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_2_bn1_act_HardSwish', optype='HardSwish', parents: [1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_0_se_conv_reduce_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='onnx__Conv_528', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_1_blocks_1_1_bn2_act_Relu', optype='ReLU', parents: [1], children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_2_conv_pw_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_0_bn2_act_HardSwish', optype='HardSwish', parents: [1], children: [[1, 1]])
  Node(name='onnx__Conv_527', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_1_blocks_1_1_conv_pw_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_2_Add', optype='Add', parents: [1, 1], children: [[1, 1]])
  Node(name='blocks_blocks_5_blocks_5_0_se_act1_Relu', optype='ReLU', parents: [1], children: [[1]])
  Node(name='onnx__Conv_525', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_1_blocks_1_0_conv_pwl_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1, 1]])
  Node(name='blocks_blocks_3_blocks_3_1_bn2_act_HardSwish', optype='HardSwish', parents: [1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_0_bn1_act_HardSwish', optype='HardSwish', parents: [1], children: [[1]])
  Node(name='onnx__Conv_521', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_1_se_ReduceMean', optype='ReduceMean', parents: [1, 0], children: [[1]])
  Node(name='blocks_blocks_6_blocks_6_0_bn1_act_HardSwish', optype='HardSwish', parents: [1], children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_1_conv_pwl_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_0_conv_dw_Conv', optype='PaddedConvDepthWise2D', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='blocks_5_0_se_conv_reduce_weight', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_1_blocks_1_0_conv_dw_Conv', optype='PaddedConvDepthWise2D', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_1_bn1_act_HardSwish', optype='HardSwish', parents: [1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_0_conv_pw_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_4_1_se_conv_expand_weight', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_1_blocks_1_0_bn2_act_Relu', optype='ReLU', parents: [1], children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_1_conv_dw_Conv', optype='PaddedConvDepthWise2D', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='classifier_Gemm', optype='FC', parents: [1, 1, 1], children: [[]])
  Node(name='onnx__Conv_510', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_1_blocks_1_0_conv_pw_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_1_conv_pw_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_1_conv_pwl_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_5_0_se_conv_reduce_bias', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_1_blocks_1_0_bn1_act_Relu', optype='ReLU', parents: [1], children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_0_bn2_act_HardSwish', optype='HardSwish', parents: [1], children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_1_se_Mul', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='blocks_4_1_se_conv_expand_bias', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_0_blocks_0_0_conv_pw_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_0_conv_pwl_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1, 1]])
  Node(name='blocks_blocks_4_blocks_4_1_se_conv_expand_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_4_0_se_conv_expand_bias', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_0_blocks_0_0_Add', optype='Add', parents: [1, 1], children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_0_bn1_act_HardSwish', optype='HardSwish', parents: [1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_2_se_ReduceMean', optype='ReduceMean', parents: [1, 0], children: [[1]])
  Node(name='blocks_4_1_se_conv_reduce_bias', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_0_blocks_0_0_conv_dw_Conv', optype='PaddedConvDepthWise2D', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_0_conv_dw_Conv', optype='PaddedConvDepthWise2D', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_1_se_gate_HardSigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='blocks_4_1_se_conv_reduce_weight', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_626', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_563', optype='Producer', children: [[1]])

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

Native operators: 268 (13 types)
- Add: 10
- Conv2D: 47
- FC: 1
- Flatten: 1
- GlobalAveragePooling: 1
- HardSigmoid: 8
- HardSwish: 21
- Mul: 8
- PaddedConv2D: 1
- PaddedConvDepthWise2D: 15
- Producer: 128
- ReLU: 19
- ReduceMean: 8
Generic operators: 0 (0 types)
Native types coverage: 100.0% (13/13)
Native operators coverage: 100.0% (268/268)
  (defaultdict(<class 'int'>, {'HardSwish': 21, 'Conv2D': 47, 'Flatten': 1, 'Producer': 128, 'Add': 10, 'HardSigmoid': 8, 'Mul': 8, 'ReLU': 19, 'PaddedConvDepthWise2D': 15, 'GlobalAveragePooling': 1, 'FC': 1, 'ReduceMean': 8, 'PaddedConv2D': 1}), defaultdict(<class 'int'>, {}))

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

Remove flatten
Fuse batchnorm
Expand metaop
Fuse to metaop

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

  Node(name='onnx__Conv_570', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_1_se_conv_expand_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_1_se_Mul', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_2_se_conv_expand_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_2_2_se_conv_expand_bias', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_569', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_1_se_gate_HardSigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='global_pool_pool_GlobalAveragePool', optype='GlobalAveragePooling', parents: [1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_1_bn2_act_HardSwish_hardsigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_1_bn2_act_HardSwish_mul', optype='Mul', parents: [1, 1], children: [[1, 1]])
  Node(name='', optype='PadConv', parents: [0, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_1_bn2_act_HardSwish_input', optype='Identity', parents: [1], children: [[1, 1]])
  Node(name='', optype='PadConvDwAct', parents: [1, 1, 1, 0, 0, 0], children: [[1, 1]])
  Node(name='blocks_blocks_5_blocks_5_1_bn1_act_HardSwish_mul', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='', optype='ConvAct', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_2_se_Mul', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_1_conv_pw_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_1_bn1_act_HardSwish_hardsigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_0_conv_pwl_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1, 1]])
  Node(name='blocks_blocks_5_blocks_5_1_bn1_act_HardSwish_input', optype='Identity', parents: [1], children: [[1, 1]])
  Node(name='blocks_blocks_5_blocks_5_0_se_conv_expand_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_0_se_Mul', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_0_se_gate_HardSigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='', optype='PadConvDw', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_0_bn2_act_HardSwish_hardsigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_0_bn2_act_HardSwish_mul', optype='Mul', parents: [1, 1], children: [[1, 1]])
  Node(name='blocks_blocks_5_blocks_5_0_bn1_act_HardSwish_mul', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_0_bn2_act_HardSwish_input', optype='Identity', parents: [1], children: [[1, 1]])
  Node(name='blocks_blocks_5_blocks_5_0_conv_pw_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_0_bn1_act_HardSwish_hardsigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_2_bn2_act_HardSwish_mul', optype='Mul', parents: [1, 1], children: [[1, 1]])
  Node(name='blocks_blocks_5_blocks_5_2_se_gate_HardSigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_0_bn1_act_HardSwish_input', optype='Identity', parents: [1], children: [[1, 1]])
  Node(name='classifier_Gemm', optype='FC', parents: [1, 1, 1], children: [[]])
  Node(name='blocks_blocks_4_blocks_4_1_se_Mul', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_1_conv_pwl_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_2_se_ReduceMean', optype='ReduceMean', parents: [1, 0], children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_1_se_conv_expand_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_1_bn2_act_HardSwish_mul', optype='Mul', parents: [1, 1], children: [[1, 1]])
  Node(name='blocks_blocks_4_blocks_4_1_se_gate_HardSigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_1_bn2_act_HardSwish_input', optype='Identity', parents: [1], children: [[1, 1]])
  Node(name='blocks_blocks_4_blocks_4_1_bn2_act_HardSwish_hardsigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_1_bn1_act_HardSwish_hardsigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_1_bn1_act_HardSwish_mul', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_1_conv_pw_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_1_bn1_act_HardSwish_input', optype='Identity', parents: [1], children: [[1, 1]])
  Node(name='blocks_blocks_4_blocks_4_0_se_Mul', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_0_conv_pwl_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1, 1]])
  Node(name='blocks_blocks_5_blocks_5_1_Add', optype='Add', parents: [1, 1], children: [[1, 1]])
  Node(name='blocks_blocks_4_blocks_4_0_se_conv_expand_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_0_bn2_act_HardSwish_mul', optype='Mul', parents: [1, 1], children: [[1, 1]])
  Node(name='blocks_blocks_4_blocks_4_0_se_gate_HardSigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='', optype='PadConvDwAct', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_0_bn2_act_HardSwish_hardsigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_2_bn1_act_HardSwish_mul', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_0_bn1_act_HardSwish_mul', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_0_bn2_act_HardSwish_input', optype='Identity', parents: [1], children: [[1, 1]])
  Node(name='', optype='ConvAct', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_0_conv_pw_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_0_bn1_act_HardSwish_hardsigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_2_bn2_act_HardSwish_hardsigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='act2_HardSwish_mul', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_0_bn1_act_HardSwish_input', optype='Identity', parents: [1], children: [[1, 1]])
  Node(name='blocks_blocks_5_blocks_5_1_se_ReduceMean', optype='ReduceMean', parents: [1, 0], children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_3_bn2_act_HardSwish_hardsigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_3_bn2_act_HardSwish_mul', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_3_bn2_act_HardSwish_input', optype='Identity', parents: [1], children: [[1, 1]])
  Node(name='blocks_blocks_3_blocks_3_3_conv_pwl_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_3_bn1_act_HardSwish_hardsigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_3_bn1_act_HardSwish_mul', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_3_conv_pw_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='', optype='PadConvDwAct', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_2_bn2_act_HardSwish_input', optype='Identity', parents: [1], children: [[1, 1]])
  Node(name='blocks_blocks_3_blocks_3_3_bn1_act_HardSwish_input', optype='Identity', parents: [1], children: [[1, 1]])
  Node(name='blocks_blocks_3_blocks_3_3_Add', optype='Add', parents: [1, 1], children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_2_bn2_act_HardSwish_mul', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='', optype='ConvAct', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_2_Add', optype='Add', parents: [1, 1], children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_2_conv_pwl_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_2_bn2_act_HardSwish_hardsigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_1_se_ReduceMean', optype='ReduceMean', parents: [1, 0], children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_0_conv_pw_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='act2_HardSwish_input', optype='Identity', parents: [1], children: [[1, 1]])
  Node(name='blocks_blocks_2_blocks_2_2_conv_pwl_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_0_bn1_act_HardSwish_input', optype='Identity', parents: [1], children: [[1, 1]])
  Node(name='blocks_blocks_2_blocks_2_2_se_conv_expand_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_2_se_Mul', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_2_bn1_act_HardSwish_hardsigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='blocks_blocks_6_blocks_6_0_conv_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_2_se_gate_HardSigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_0_se_ReduceMean', optype='ReduceMean', parents: [1, 0], children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_1_se_Mul', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_1_conv_pwl_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_4_blocks_4_1_Add', optype='Add', parents: [1, 1], children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_1_se_conv_expand_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_1_Add', optype='Add', parents: [1, 1], children: [[1, 1]])
  Node(name='blocks_blocks_2_blocks_2_1_se_gate_HardSigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='onnx__Conv_636', optype='Producer', children: [[1]])
  Node(name='', optype='PadConvDwAct', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='onnx__Conv_633', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_635', optype='Producer', children: [[1]])
  Node(name='', optype='PadConvDwAct', parents: [1, 1, 1, 0, 0, 0], children: [[1, 1]])
  Node(name='blocks_blocks_3_blocks_3_2_bn2_act_HardSwish_input', optype='Identity', parents: [1], children: [[1, 1]])
  Node(name='blocks_blocks_3_blocks_3_2_bn1_act_HardSwish_hardsigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_2_bn1_act_HardSwish_mul', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='blocks_2_2_se_conv_reduce_weight', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_2_Add', optype='Add', parents: [1, 1], children: [[1, 1]])
  Node(name='blocks_blocks_3_blocks_3_2_conv_pw_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_6_blocks_6_0_bn1_act_HardSwish_input', optype='Identity', parents: [1], children: [[1, 1]])
  Node(name='', optype='ConvAct', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_2_bn1_act_HardSwish_input', optype='Identity', parents: [1], children: [[1, 1]])
  Node(name='blocks_blocks_5_blocks_5_2_conv_pw_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_1_bn2_act_HardSwish_hardsigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_1_bn2_act_HardSwish_mul', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='', optype='ConvAct', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_1_conv_pwl_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_1_bn1_act_HardSwish_hardsigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_1_bn1_act_HardSwish_mul', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_1_bn2_act_HardSwish_input', optype='Identity', parents: [1], children: [[1, 1]])
  Node(name='blocks_blocks_3_blocks_3_1_conv_pw_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_1_bn1_act_HardSwish_input', optype='Identity', parents: [1], children: [[1, 1]])
  Node(name='blocks_blocks_3_blocks_3_0_bn2_act_HardSwish_hardsigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_0_bn2_act_HardSwish_mul', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='act2_HardSwish_hardsigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_0_bn2_act_HardSwish_input', optype='Identity', parents: [1], children: [[1, 1]])
  Node(name='blocks_blocks_3_blocks_3_0_conv_pwl_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1, 1]])
  Node(name='blocks_blocks_3_blocks_3_0_bn1_act_HardSwish_hardsigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_0_bn1_act_HardSwish_mul', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='blocks_2_1_se_conv_reduce_weight', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_620', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_624', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_626', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_0_conv_pwl_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1, 1]])
  Node(name='blocks_blocks_2_blocks_2_0_se_Mul', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_2_bn1_act_HardSwish_input', optype='Identity', parents: [1], children: [[1, 1]])
  Node(name='blocks_blocks_5_blocks_5_0_se_ReduceMean', optype='ReduceMean', parents: [1, 0], children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_0_se_conv_expand_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_3_blocks_3_1_Add', optype='Add', parents: [1, 1], children: [[1, 1]])
  Node(name='blocks_blocks_2_blocks_2_0_se_gate_HardSigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='onnx__Conv_572', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_1_blocks_1_1_Add', optype='Add', parents: [1, 1], children: [[1]])
  Node(name='blocks_blocks_1_blocks_1_1_conv_pwl_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_0_blocks_0_0_conv_pw_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_1_se_ReduceMean', optype='ReduceMean', parents: [1, 0], children: [[1]])
  Node(name='blocks_blocks_1_blocks_1_0_conv_pwl_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1, 1]])
  Node(name='blocks_5_1_se_conv_expand_bias', optype='Producer', children: [[1]])
  Node(name='', optype='PadConvDwAct', parents: [1, 1, 1, 0, 0, 0], children: [[1, 1]])
  Node(name='blocks_blocks_0_blocks_0_0_Add', optype='Add', parents: [1, 1], children: [[1]])
  Node(name='bn1_act_HardSwish_mul', optype='Mul', parents: [1, 1], children: [[1, 1]])
  Node(name='', optype='ConvAct', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_5_2_se_conv_reduce_bias', optype='Producer', children: [[1]])
  Node(name='bn1_act_HardSwish_input', optype='Identity', parents: [1], children: [[1, 1]])
  Node(name='bn1_act_HardSwish_hardsigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='onnx__Conv_627', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_629', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_630', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_632', optype='Producer', children: [[1]])
  Node(name='', optype='PadConvDw', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='blocks_2_0_se_conv_expand_bias', optype='Producer', children: [[1]])
  Node(name='', optype='PadConvDw', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='', optype='PadConvDw', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='', optype='PadConvDw', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='', optype='PadConvDw', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='blocks_5_1_se_conv_reduce_weight', optype='Producer', children: [[1]])
  Node(name='', optype='ConvAct', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_5_1_se_conv_reduce_bias', optype='Producer', children: [[1]])
  Node(name='blocks_5_0_se_conv_expand_bias', optype='Producer', children: [[1]])
  Node(name='blocks_2_1_se_conv_reduce_bias', optype='Producer', children: [[1]])
  Node(name='blocks_5_0_se_conv_expand_weight', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_0_se_ReduceMean', optype='ReduceMean', parents: [1, 0], children: [[1]])
  Node(name='blocks_2_0_se_conv_reduce_weight', optype='Producer', children: [[1]])
  Node(name='blocks_2_0_se_conv_reduce_bias', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_2_se_ReduceMean', optype='ReduceMean', parents: [1, 0], children: [[1]])
  Node(name='blocks_5_1_se_conv_expand_weight', optype='Producer', children: [[1]])
  Node(name='blocks_2_1_se_conv_expand_bias', optype='Producer', children: [[1]])
  Node(name='blocks_4_0_se_conv_reduce_bias', optype='Producer', children: [[1]])
  Node(name='', optype='ConvAct', parents: [1, 1, 1], children: [[1]])
  Node(name='classifier_bias', optype='Producer', children: [[1]])
  Node(name='blocks_2_1_se_conv_expand_weight', optype='Producer', children: [[1]])
  Node(name='blocks_5_2_se_conv_expand_bias', optype='Producer', children: [[1]])
  Node(name='classifier_weight', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_1_conv_pwl_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='conv_head_weight', optype='Producer', children: [[1]])
  Node(name='conv_head_bias', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_557', optype='Producer', children: [[1]])
  Node(name='blocks_5_2_se_conv_expand_weight', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_566', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_558', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_561', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_564', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_555', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_560', optype='Producer', children: [[1]])
  Node(name='blocks_5_2_se_conv_reduce_weight', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_554', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_542', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_6_blocks_6_0_bn1_act_HardSwish_mul', optype='Mul', parents: [1, 1], children: [[1]])
  Node(name='onnx__Conv_551', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_552', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_5_blocks_5_2_conv_pwl_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='onnx__Conv_548', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_549', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_545', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_546', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_540', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_543', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_537', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_539', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_534', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_536', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_6_blocks_6_0_bn1_act_HardSwish_hardsigmoid', optype='HardSigmoid', parents: [1], children: [[1]])
  Node(name='onnx__Conv_531', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_533', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_524', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_530', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_527', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_528', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_521', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_525', optype='Producer', children: [[1]])
  Node(name='blocks_4_1_se_conv_expand_weight', optype='Producer', children: [[1]])
  Node(name='blocks_5_0_se_conv_reduce_weight', optype='Producer', children: [[1]])
  Node(name='blocks_5_0_se_conv_reduce_bias', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_510', optype='Producer', children: [[1]])
  Node(name='blocks_4_1_se_conv_expand_bias', optype='Producer', children: [[1]])
  Node(name='blocks_4_0_se_conv_expand_bias', optype='Producer', children: [[1]])
  Node(name='blocks_4_1_se_conv_reduce_bias', optype='Producer', children: [[1]])
  Node(name='', optype='ConvAct', parents: [1, 1, 1], children: [[1]])
  Node(name='', optype='PadConvDw', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='', optype='ConvAct', parents: [1, 1, 1], children: [[1]])
  Node(name='blocks_4_1_se_conv_reduce_weight', optype='Producer', children: [[1]])
  Node(name='', optype='ConvAct', parents: [1, 1, 1], children: [[1]])
  Node(name='', optype='PadConvDw', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='', optype='ConvAct', parents: [1, 1, 1], children: [[1]])
  Node(name='', optype='PadConvDw', parents: [1, 1, 1, 0, 0, 0], children: [[1]])
  Node(name='', optype='ConvAct', parents: [1, 1, 1], children: [[1]])
  Node(name='onnx__Conv_513', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_512', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_507', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_506', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_503', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_504', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_518', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_500', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_515', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_522', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_516', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_519', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_509', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_575', optype='Producer', children: [[1]])
  Node(name='blocks_2_0_se_conv_expand_weight', optype='Producer', children: [[1]])
  Node(name='blocks_2_2_se_conv_expand_weight', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_501', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_584', optype='Producer', children: [[1]])
  Node(name='blocks_2_2_se_conv_reduce_bias', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_587', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_588', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_582', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_585', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_579', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_581', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_576', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_578', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_573', optype='Producer', children: [[1]])
  Node(name='blocks_blocks_2_blocks_2_2_Add', optype='Add', parents: [1, 1], children: [[1]])
  Node(name='onnx__Conv_606', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_608', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_618', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_605', optype='Producer', children: [[1]])
  Node(name='blocks_4_0_se_conv_reduce_weight', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_621', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_623', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_615', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_617', optype='Producer', children: [[1]])
  Node(name='conv_head_Conv', optype='Conv2D', parents: [1, 1, 1], children: [[1]])
  Node(name='onnx__Conv_612', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_614', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_611', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_609', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_602', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_594', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_603', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_600', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_597', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_599', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_591', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_596', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_590', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_593', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_567', optype='Producer', children: [[1]])
  Node(name='blocks_4_0_se_conv_expand_weight', optype='Producer', children: [[1]])
  Node(name='onnx__Conv_563', optype='Producer', children: [[1]])

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

Native operators: 290 (13 types)
- Add: 10
- Conv2D: 34
- ConvAct: 13
- FC: 1
- GlobalAveragePooling: 1
- HardSigmoid: 29
- Identity: 21
- Mul: 29
- PadConv: 1
- PadConvDw: 9
- PadConvDwAct: 6
- Producer: 128
- ReduceMean: 8
Generic operators: 0 (0 types)
Native types coverage: 100.0% (13/13)
Native operators coverage: 100.0% (290/290)
  (defaultdict(<class 'int'>, {'Producer': 128, 'Conv2D': 34, 'HardSigmoid': 29, 'Add': 10, 'Mul': 29, 'PadConv': 1, 'Identity': 21, 'ConvAct': 13, 'GlobalAveragePooling': 1, 'PadConvDwAct': 6, 'PadConvDw': 9, 'FC': 1, 'ReduceMean': 8}), defaultdict(<class 'int'>, {}))

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

Native operators: 290 (13 types)
- Add: 10
- Conv2D: 34
- ConvAct: 13
- FC: 1
- GlobalAveragePooling: 1
- HardSigmoid: 29
- Identity: 21
- Mul: 29
- PadConv: 1
- PadConvDw: 9
- PadConvDwAct: 6
- Producer: 128
- ReduceMean: 8
Generic operators: 0 (0 types)
Native types coverage: 100.0% (13/13)
Native operators coverage: 100.0% (290/290)
  (defaultdict(<class 'int'>, {'Producer': 128, 'ConvAct': 13, 'Conv2D': 34, 'HardSigmoid': 29, 'Mul': 29, 'Identity': 21, 'Add': 10, 'PadConv': 1, 'GlobalAveragePooling': 1, 'PadConvDwAct': 6, 'PadConvDw': 9, 'FC': 1, 'ReduceMean': 8}), defaultdict(<class 'int'>, {}))

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

OK

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

OK

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

_Conv2D_11_weights (Producer)
_Conv2D_3_weights (Producer)
_ConvAct_7_weights (Producer)
_ConvAct_8_weights (Producer)
_Conv2D_7_biases (Producer)
_Conv2D_18_weights (Producer)
_Conv2D_27_weights (Producer)
_ConvAct_12_biases (Producer)
_Conv2D_27_biases (Producer)
_ConvAct_12_weights (Producer)
_ConvAct_5_weights (Producer)
_Conv2D_12_weights (Producer)
_Conv2D_12_biases (Producer)
_Conv2D_13_weights (Producer)
_PadConvDw_1_biases (Producer)
_Conv2D_17_weights (Producer)
_PadConvDw_4_weights (Producer)
_Conv2D_17_biases (Producer)
_Conv2D_19_weights (Producer)
_Conv2D_19_biases (Producer)
_Conv2D_20_weights (Producer)
_PadConvDw_5_biases (Producer)
_Conv2D_20_biases (Producer)
_PadConvDw_5_weights (Producer)
_PadConvDw_4_biases (Producer)
_PadConvDw_6_weights (Producer)
_Conv2D_23_biases (Producer)
_PadConvDw_6_biases (Producer)
_Conv2D_25_weights (Producer)
_Conv2D_25_biases (Producer)
_Conv2D_26_weights (Producer)
_PadConvDw_7_biases (Producer)
_Conv2D_28_weights (Producer)
_Conv2D_26_biases (Producer)
_Conv2D_22_weights (Producer)
_Conv2D_22_biases (Producer)
_Conv2D_23_weights (Producer)
_Conv2D_13_biases (Producer)
_PadConvDw_2_biases (Producer)
_Conv2D_14_weights (Producer)
_Conv2D_14_biases (Producer)
_Conv2D_15_weights (Producer)
_Conv2D_15_biases (Producer)
_PadConvDw_3_biases (Producer)
_Conv2D_16_weights (Producer)
_Conv2D_16_biases (Producer)
_PadConvDw_3_weights (Producer)
_ConvAct_7_biases (Producer)
_Conv2D_7_weights (Producer)
_PadConv_0_biases (Producer)
_ConvAct_0_weights (Producer)
_PadConvDw_2_weights (Producer)
_Conv2D_1_biases (Producer)
_ConvAct_1_biases (Producer)
_Conv2D_1_weights (Producer)
_PadConvDwAct_2_biases (Producer)
_ConvAct_1_weights (Producer)
_PadConv_0_weights (Producer)
_PadConvDwAct_0_weights (Producer)
_PadConvDwAct_0_biases (Producer)
_Conv2D_0_biases (Producer)
_Conv2D_0_weights (Producer)
_PadConvDwAct_1_biases (Producer)
_PadConvDwAct_1_weights (Producer)
_ConvAct_9_weights (Producer)
_ConvAct_9_biases (Producer)
_Conv2D_18_biases (Producer)
_Conv2D_21_biases (Producer)
_ConvAct_10_biases (Producer)
_ConvAct_0_biases (Producer)
_Conv2D_21_weights (Producer)
_ConvAct_10_weights (Producer)
_PadConvDwAct_2_weights (Producer)
_Conv2D_2_biases (Producer)
_ConvAct_2_weights (Producer)
_ConvAct_2_biases (Producer)
_Conv2D_2_weights (Producer)
_PadConvDwAct_3_weights (Producer)
_PadConvDwAct_3_biases (Producer)
_Conv2D_4_weights (Producer)
_Conv2D_4_biases (Producer)
_ConvAct_4_weights (Producer)
_ConvAct_4_biases (Producer)
_PadConvDwAct_4_weights (Producer)
_PadConvDwAct_4_biases (Producer)
_Conv2D_6_biases (Producer)
_ConvAct_6_weights (Producer)
_ConvAct_6_biases (Producer)
_PadConvDwAct_5_weights (Producer)
_PadConvDwAct_5_biases (Producer)
_Conv2D_8_weights (Producer)
_Conv2D_8_biases (Producer)
_Conv2D_9_weights (Producer)
_Conv2D_6_weights (Producer)
_Conv2D_9_biases (Producer)
_Conv2D_10_weights (Producer)
_Conv2D_10_biases (Producer)
_Conv2D_11_biases (Producer)
_PadConvDw_1_weights (Producer)
_PadConvDw_0_biases (Producer)
_PadConvDw_0_weights (Producer)
_Conv2D_30_weights (Producer)
_Conv2D_33_weights (Producer)
_Conv2D_33_biases (Producer)
_Conv2D_30_biases (Producer)
_FC_0_weights (Producer)
_FC_0_biases (Producer)
_Conv2D_5_weights (Producer)
_Conv2D_5_biases (Producer)
_ConvAct_8_biases (Producer)
_ConvAct_3_biases (Producer)
_ConvAct_3_weights (Producer)
_ConvAct_5_biases (Producer)
_Conv2D_24_weights (Producer)
_ConvAct_11_biases (Producer)
_Conv2D_24_biases (Producer)
_ConvAct_11_weights (Producer)
_Conv2D_3_biases (Producer)
_PadConvDw_8_biases (Producer)
_Conv2D_31_weights (Producer)
_Conv2D_29_biases (Producer)
_PadConvDw_8_weights (Producer)
_PadConvDw_7_weights (Producer)
_Conv2D_28_biases (Producer)
_Conv2D_29_weights (Producer)
_Conv2D_31_biases (Producer)
_Conv2D_32_weights (Producer)
_Conv2D_32_biases (Producer)
_PadConv_0 (PadConv)
_Identity_0 (Identity)
_HardSigmoid_0 (HardSigmoid)
_Mul_0 (Mul)
_PadConvDwAct_0 (PadConvDwAct)
_Conv2D_0 (Conv2D)
_Add_0 (Add)
_ConvAct_0 (ConvAct)
_PadConvDwAct_1 (PadConvDwAct)
_Conv2D_1 (Conv2D)
_ConvAct_1 (ConvAct)
_PadConvDwAct_2 (PadConvDwAct)
_Conv2D_2 (Conv2D)
_Add_1 (Add)
_ConvAct_2 (ConvAct)
_PadConvDwAct_3 (PadConvDwAct)
_ReduceMean_0 (ReduceMean)
_ConvAct_3 (ConvAct)
_Conv2D_3 (Conv2D)
_HardSigmoid_1 (HardSigmoid)
_Mul_1 (Mul)
_Conv2D_4 (Conv2D)
_ConvAct_4 (ConvAct)
_PadConvDwAct_4 (PadConvDwAct)
_ReduceMean_1 (ReduceMean)
_ConvAct_5 (ConvAct)
_Conv2D_5 (Conv2D)
_HardSigmoid_2 (HardSigmoid)
_Mul_2 (Mul)
_Conv2D_6 (Conv2D)
_Add_2 (Add)
_ConvAct_6 (ConvAct)
_PadConvDwAct_5 (PadConvDwAct)
_ReduceMean_2 (ReduceMean)
_ConvAct_7 (ConvAct)
_Conv2D_7 (Conv2D)
_HardSigmoid_3 (HardSigmoid)
_Mul_3 (Mul)
_Conv2D_8 (Conv2D)
_Add_3 (Add)
_Conv2D_9 (Conv2D)
_Identity_1 (Identity)
_HardSigmoid_4 (HardSigmoid)
_Mul_4 (Mul)
_PadConvDw_0 (PadConvDw)
_Identity_2 (Identity)
_HardSigmoid_5 (HardSigmoid)
_Mul_5 (Mul)
_Conv2D_10 (Conv2D)
_Conv2D_11 (Conv2D)
_Identity_3 (Identity)
_HardSigmoid_6 (HardSigmoid)
_Mul_6 (Mul)
_PadConvDw_1 (PadConvDw)
_Identity_4 (Identity)
_HardSigmoid_7 (HardSigmoid)
_Mul_7 (Mul)
_Conv2D_12 (Conv2D)
_Add_4 (Add)
_Conv2D_13 (Conv2D)
_Identity_5 (Identity)
_HardSigmoid_8 (HardSigmoid)
_Mul_8 (Mul)
_PadConvDw_2 (PadConvDw)
_Identity_6 (Identity)
_HardSigmoid_9 (HardSigmoid)
_Mul_9 (Mul)
_Conv2D_14 (Conv2D)
_Add_5 (Add)
_Conv2D_15 (Conv2D)
_Identity_7 (Identity)
_HardSigmoid_10 (HardSigmoid)
_Mul_10 (Mul)
_PadConvDw_3 (PadConvDw)
_Identity_8 (Identity)
_HardSigmoid_11 (HardSigmoid)
_Mul_11 (Mul)
_Conv2D_16 (Conv2D)
_Add_6 (Add)
_Conv2D_17 (Conv2D)
_Identity_9 (Identity)
_HardSigmoid_12 (HardSigmoid)
_Mul_12 (Mul)
_PadConvDw_4 (PadConvDw)
_Identity_10 (Identity)
_HardSigmoid_13 (HardSigmoid)
_Mul_13 (Mul)
_ReduceMean_3 (ReduceMean)
_ConvAct_8 (ConvAct)
_Conv2D_18 (Conv2D)
_HardSigmoid_14 (HardSigmoid)
_Mul_14 (Mul)
_Conv2D_19 (Conv2D)
_Conv2D_20 (Conv2D)
_Identity_11 (Identity)
_HardSigmoid_15 (HardSigmoid)
_Mul_15 (Mul)
_PadConvDw_5 (PadConvDw)
_Identity_12 (Identity)
_HardSigmoid_16 (HardSigmoid)
_Mul_16 (Mul)
_ReduceMean_4 (ReduceMean)
_ConvAct_9 (ConvAct)
_Conv2D_21 (Conv2D)
_HardSigmoid_17 (HardSigmoid)
_Mul_17 (Mul)
_Conv2D_22 (Conv2D)
_Add_7 (Add)
_Conv2D_23 (Conv2D)
_Identity_13 (Identity)
_HardSigmoid_18 (HardSigmoid)
_Mul_18 (Mul)
_PadConvDw_6 (PadConvDw)
_Identity_14 (Identity)
_HardSigmoid_19 (HardSigmoid)
_Mul_19 (Mul)
_ReduceMean_5 (ReduceMean)
_ConvAct_10 (ConvAct)
_Conv2D_24 (Conv2D)
_HardSigmoid_20 (HardSigmoid)
_Mul_20 (Mul)
_Conv2D_25 (Conv2D)
_Conv2D_26 (Conv2D)
_Identity_15 (Identity)
_HardSigmoid_21 (HardSigmoid)
_Mul_21 (Mul)
_PadConvDw_7 (PadConvDw)
_Identity_16 (Identity)
_HardSigmoid_22 (HardSigmoid)
_Mul_22 (Mul)
_ReduceMean_6 (ReduceMean)
_ConvAct_11 (ConvAct)
_Conv2D_27 (Conv2D)
_HardSigmoid_23 (HardSigmoid)
_Mul_23 (Mul)
_Conv2D_28 (Conv2D)
_Add_8 (Add)
_Conv2D_29 (Conv2D)
_Identity_17 (Identity)
_HardSigmoid_24 (HardSigmoid)
_Mul_24 (Mul)
_PadConvDw_8 (PadConvDw)
_Identity_18 (Identity)
_HardSigmoid_25 (HardSigmoid)
_Mul_25 (Mul)
_ReduceMean_7 (ReduceMean)
_ConvAct_12 (ConvAct)
_Conv2D_30 (Conv2D)
_HardSigmoid_26 (HardSigmoid)
_Mul_26 (Mul)
_Conv2D_31 (Conv2D)
_Add_9 (Add)
_Conv2D_32 (Conv2D)
_Identity_19 (Identity)
_HardSigmoid_27 (HardSigmoid)
_Mul_27 (Mul)
_GlobalAveragePooling_0 (GlobalAveragePooling)
_Conv2D_33 (Conv2D)
_Identity_20 (Identity)
_HardSigmoid_28 (HardSigmoid)
_Mul_28 (Mul)
_FC_0 (FC)

===============
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
===============

[NOTICE] - - classifier_Gemm (Gemm)
[ERROR] - Wrong input channel size ([1, 16, 112, 112]) for Conv operator. Expected dims are [x, x,
[ERROR]   x, 16].
[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_1
[WARNING]   (PadConvDw)", "_PadConvDw_4 (PadConvDw)", "_ConvAct_2 (ConvAct)", "_Conv2D_24 (Conv2D)",
[WARNING]   "_Conv2D_1 (Conv2D)", "_Conv2D_0 (Conv2D)", "_PadConvDwAct_3 (PadConvDwAct)", "_Conv2D_3
[WARNING]   (Conv2D)", "_ConvAct_5 (ConvAct)", "_ConvAct_10 (ConvAct)", "_Conv2D_27 (Conv2D)",
[WARNING]   "_PadConvDw_3 (PadConvDw)", "_ConvAct_12 (ConvAct)", "_ConvAct_8 (ConvAct)", "_Conv2D_6
[WARNING]   (Conv2D)", "_PadConvDw_2 (PadConvDw)", "_Conv2D_29 (Conv2D)", "_ConvAct_6 (ConvAct)",
[WARNING]   "_Conv2D_25 (Conv2D)", "_ConvAct_7 (ConvAct)", "_Conv2D_33 (Conv2D)", "_Conv2D_30
[WARNING]   (Conv2D)", "_Conv2D_31 (Conv2D)", "_ReduceMean_2 (ReduceMean)", "_ReduceMean_0
[WARNING]   (ReduceMean)", "_Add_0 (Add)", "_Conv2D_28 (Conv2D)", "_ReduceMean_1 (ReduceMean)",
[WARNING]   "_ReduceMean_5 (ReduceMean)", "_Conv2D_26 (Conv2D)", "_ReduceMean_3 (ReduceMean)",
[WARNING]   "_ReduceMean_4 (ReduceMean)", "_ReduceMean_6 (ReduceMean)", "_PadConvDw_8 (PadConvDw)",
[WARNING]   "_ReduceMean_7 (ReduceMean)", "_FC_0 (FC)", "_Conv2D_16 (Conv2D)", "_Conv2D_4 (Conv2D)",
[WARNING]   "_Conv2D_11 (Conv2D)", "_Conv2D_2 (Conv2D)", "_ConvAct_1 (ConvAct)", "_Conv2D_13
[WARNING]   (Conv2D)", "_Conv2D_10 (Conv2D)", "_PadConvDwAct_5 (PadConvDwAct)", "_Conv2D_12
[WARNING]   (Conv2D)", "_PadConvDwAct_2 (PadConvDwAct)", "_Conv2D_8 (Conv2D)", "_Conv2D_5 (Conv2D)",
[WARNING]   "_Conv2D_7 (Conv2D)", "_Conv2D_9 (Conv2D)", "_ConvAct_3 (ConvAct)", "_Conv2D_15
[WARNING]   (Conv2D)", "_ConvAct_11 (ConvAct)", "_Conv2D_14 (Conv2D)", "_Conv2D_21 (Conv2D)",
[WARNING]   "_PadConvDwAct_1 (PadConvDwAct)", "_Conv2D_32 (Conv2D)", "_Conv2D_20 (Conv2D)",
[WARNING]   "_Conv2D_18 (Conv2D)", "_ConvAct_0 (ConvAct)", "_Conv2D_22 (Conv2D)", "_PadConvDwAct_4
[WARNING]   (PadConvDwAct)", "_ConvAct_9 (ConvAct)", "_ConvAct_4 (ConvAct)", "_Conv2D_17 (Conv2D)",
[WARNING]   "_PadConvDw_0 (PadConvDw)", "_Conv2D_19 (Conv2D)", "_PadConvDw_5 (PadConvDw)",
[WARNING]   "_PadConvDw_7 (PadConvDw)", "_PadConvDw_6 (PadConvDw)", "_Conv2D_23 (Conv2D)"].
[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 _Conv2D_0__3 (of
[FATAL]   type Transpose). 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 _Conv2D_0__3 (of type Transpose). You may need to forward dimensions in the graph first.
Error: export_model/data directory does not exist.

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 mobilenetv3_large_100_miil_in21k_Opset17_timm.onnx model_1D_classifier.onnx model_type2.onnx print_raw_output.py type1_test.sh type2_test.sh type3_test.sh No targets specified and no makefile found. Stop.

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