Closed krishnak closed 4 years ago
The error in verbose mode is as below
[22:19:54] src/nnvm/legacy_json_util.cc:217: Symbol successfully upgraded!
INFO:root:Converting idx: 0, op: null, name: data
INFO:root:Converting idx: 1, op: _minus_scalar, name: _minusscalar1
INFO:root:Converting idx: 2, op: _div_scalar, name: _divscalar1
INFO:root:Converting idx: 3, op: null, name: conv1_weight
INFO:root:Converting idx: 4, op: null, name: conv1_bias
INFO:root:Converting idx: 5, op: Convolution, name: conv1
INFO:root:Converting idx: 6, op: Activation, name: relu_conv1
INFO:root:Converting idx: 7, op: null, name: conv2_weight
INFO:root:Converting idx: 8, op: null, name: conv2_bias
INFO:root:Converting idx: 9, op: Convolution, name: conv2
INFO:root:Converting idx: 10, op: Activation, name: relu_conv2
INFO:root:Converting idx: 11, op: null, name: conv3_weight
INFO:root:Converting idx: 12, op: null, name: conv3_bias
INFO:root:Converting idx: 13, op: Convolution, name: conv3
INFO:root:Converting idx: 14, op: Activation, name: relu_conv3
INFO:root:Converting idx: 15, op: null, name: conv4_weight
INFO:root:Converting idx: 16, op: null, name: conv4_bias
INFO:root:Converting idx: 17, op: Convolution, name: conv4
INFO:root:Converting idx: 18, op: elemwise_add, name: _plus6
INFO:root:Converting idx: 19, op: Activation, name: relu_conv4
INFO:root:Converting idx: 20, op: null, name: conv5_weight
INFO:root:Converting idx: 21, op: null, name: conv5_bias
INFO:root:Converting idx: 22, op: Convolution, name: conv5
INFO:root:Converting idx: 23, op: Activation, name: relu_conv5
INFO:root:Converting idx: 24, op: null, name: conv6_weight
INFO:root:Converting idx: 25, op: null, name: conv6_bias
INFO:root:Converting idx: 26, op: Convolution, name: conv6
INFO:root:Converting idx: 27, op: elemwise_add, name: _plus7
INFO:root:Converting idx: 28, op: Activation, name: relu_conv6
INFO:root:Converting idx: 29, op: null, name: conv7_weight
INFO:root:Converting idx: 30, op: null, name: conv7_bias
INFO:root:Converting idx: 31, op: Convolution, name: conv7
INFO:root:Converting idx: 32, op: Activation, name: relu_conv7
INFO:root:Converting idx: 33, op: null, name: conv8_weight
INFO:root:Converting idx: 34, op: null, name: conv8_bias
INFO:root:Converting idx: 35, op: Convolution, name: conv8
INFO:root:Converting idx: 36, op: elemwise_add, name: _plus8
INFO:root:Converting idx: 37, op: Activation, name: relu_conv8
INFO:root:Converting idx: 38, op: null, name: conv8_1_weight
INFO:root:Converting idx: 39, op: null, name: conv8_1_bias
INFO:root:Converting idx: 40, op: Convolution, name: conv8_1
INFO:root:Converting idx: 41, op: Activation, name: relu_conv8_1
INFO:root:Converting idx: 42, op: null, name: conv8_2_score_weight
INFO:root:Converting idx: 43, op: null, name: conv8_2_score_bias
INFO:root:Converting idx: 44, op: Convolution, name: conv8_2_score
INFO:root:Converting idx: 45, op: Activation, name: relu_conv8_2_score
INFO:root:Converting idx: 46, op: null, name: conv8_3_score_weight
INFO:root:Converting idx: 47, op: null, name: conv8_3_score_bias
INFO:root:Converting idx: 48, op: Convolution, name: conv8_3_score
INFO:root:Converting idx: 49, op: softmax, name: softmax0
INFO:root:Converting idx: 50, op: slice_axis, name: slice_axis16
INFO:root:Output node is: slice_axis16
INFO:root:Converting idx: 51, op: null, name: conv8_2_bbox_weight
INFO:root:Converting idx: 52, op: null, name: conv8_2_bbox_bias
INFO:root:Converting idx: 53, op: Convolution, name: conv8_2_bbox
INFO:root:Converting idx: 54, op: Activation, name: relu_conv8_2_bbox
INFO:root:Converting idx: 55, op: null, name: conv8_3_bbox_weight
INFO:root:Converting idx: 56, op: null, name: conv8_3_bbox_bias
INFO:root:Converting idx: 57, op: Convolution, name: conv8_3_bbox
INFO:root:Output node is: conv8_3_bbox
INFO:root:Converting idx: 58, op: null, name: conv9_weight
INFO:root:Converting idx: 59, op: null, name: conv9_bias
INFO:root:Converting idx: 60, op: Convolution, name: conv9
INFO:root:Converting idx: 61, op: Activation, name: relu_conv9
INFO:root:Converting idx: 62, op: null, name: conv10_weight
INFO:root:Converting idx: 63, op: null, name: conv10_bias
INFO:root:Converting idx: 64, op: Convolution, name: conv10
INFO:root:Converting idx: 65, op: Activation, name: relu_conv10
INFO:root:Converting idx: 66, op: null, name: conv11_weight
INFO:root:Converting idx: 67, op: null, name: conv11_bias
INFO:root:Converting idx: 68, op: Convolution, name: conv11
INFO:root:Converting idx: 69, op: elemwise_add, name: _plus9
INFO:root:Converting idx: 70, op: Activation, name: relu_conv11
INFO:root:Converting idx: 71, op: null, name: conv11_1_weight
INFO:root:Converting idx: 72, op: null, name: conv11_1_bias
INFO:root:Converting idx: 73, op: Convolution, name: conv11_1
INFO:root:Converting idx: 74, op: Activation, name: relu_conv11_1
INFO:root:Converting idx: 75, op: null, name: conv11_2_score_weight
INFO:root:Converting idx: 76, op: null, name: conv11_2_score_bias
INFO:root:Converting idx: 77, op: Convolution, name: conv11_2_score
INFO:root:Converting idx: 78, op: Activation, name: relu_conv11_2_score
INFO:root:Converting idx: 79, op: null, name: conv11_3_score_weight
INFO:root:Converting idx: 80, op: null, name: conv11_3_score_bias
INFO:root:Converting idx: 81, op: Convolution, name: conv11_3_score
INFO:root:Converting idx: 82, op: softmax, name: softmax1
INFO:root:Converting idx: 83, op: slice_axis, name: slice_axis17
INFO:root:Output node is: slice_axis17
INFO:root:Converting idx: 84, op: null, name: conv11_2_bbox_weight
INFO:root:Converting idx: 85, op: null, name: conv11_2_bbox_bias
INFO:root:Converting idx: 86, op: Convolution, name: conv11_2_bbox
INFO:root:Converting idx: 87, op: Activation, name: relu_conv11_2_bbox
INFO:root:Converting idx: 88, op: null, name: conv11_3_bbox_weight
INFO:root:Converting idx: 89, op: null, name: conv11_3_bbox_bias
INFO:root:Converting idx: 90, op: Convolution, name: conv11_3_bbox
INFO:root:Output node is: conv11_3_bbox
INFO:root:Converting idx: 91, op: null, name: conv12_weight
INFO:root:Converting idx: 92, op: null, name: conv12_bias
INFO:root:Converting idx: 93, op: Convolution, name: conv12
INFO:root:Converting idx: 94, op: Activation, name: relu_conv12
INFO:root:Converting idx: 95, op: null, name: conv13_weight
INFO:root:Converting idx: 96, op: null, name: conv13_bias
INFO:root:Converting idx: 97, op: Convolution, name: conv13
INFO:root:Converting idx: 98, op: Activation, name: relu_conv13
INFO:root:Converting idx: 99, op: null, name: conv14_weight
INFO:root:Converting idx: 100, op: null, name: conv14_bias
INFO:root:Converting idx: 101, op: Convolution, name: conv14
INFO:root:Converting idx: 102, op: elemwise_add, name: _plus10
INFO:root:Converting idx: 103, op: Activation, name: relu_conv14
INFO:root:Converting idx: 104, op: null, name: conv14_1_weight
INFO:root:Converting idx: 105, op: null, name: conv14_1_bias
INFO:root:Converting idx: 106, op: Convolution, name: conv14_1
INFO:root:Converting idx: 107, op: Activation, name: relu_conv14_1
INFO:root:Converting idx: 108, op: null, name: conv14_2_score_weight
INFO:root:Converting idx: 109, op: null, name: conv14_2_score_bias
INFO:root:Converting idx: 110, op: Convolution, name: conv14_2_score
INFO:root:Converting idx: 111, op: Activation, name: relu_conv14_2_score
INFO:root:Converting idx: 112, op: null, name: conv14_3_score_weight
INFO:root:Converting idx: 113, op: null, name: conv14_3_score_bias
INFO:root:Converting idx: 114, op: Convolution, name: conv14_3_score
INFO:root:Converting idx: 115, op: softmax, name: softmax2
INFO:root:Converting idx: 116, op: slice_axis, name: slice_axis18
INFO:root:Output node is: slice_axis18
INFO:root:Converting idx: 117, op: null, name: conv14_2_bbox_weight
INFO:root:Converting idx: 118, op: null, name: conv14_2_bbox_bias
INFO:root:Converting idx: 119, op: Convolution, name: conv14_2_bbox
INFO:root:Converting idx: 120, op: Activation, name: relu_conv14_2_bbox
INFO:root:Converting idx: 121, op: null, name: conv14_3_bbox_weight
INFO:root:Converting idx: 122, op: null, name: conv14_3_bbox_bias
INFO:root:Converting idx: 123, op: Convolution, name: conv14_3_bbox
INFO:root:Output node is: conv14_3_bbox
INFO:root:Converting idx: 124, op: null, name: conv15_weight
INFO:root:Converting idx: 125, op: null, name: conv15_bias
INFO:root:Converting idx: 126, op: Convolution, name: conv15
INFO:root:Converting idx: 127, op: Activation, name: relu_conv15
INFO:root:Converting idx: 128, op: null, name: conv16_weight
INFO:root:Converting idx: 129, op: null, name: conv16_bias
INFO:root:Converting idx: 130, op: Convolution, name: conv16
INFO:root:Converting idx: 131, op: Activation, name: relu_conv16
INFO:root:Converting idx: 132, op: null, name: conv17_weight
INFO:root:Converting idx: 133, op: null, name: conv17_bias
INFO:root:Converting idx: 134, op: Convolution, name: conv17
INFO:root:Converting idx: 135, op: elemwise_add, name: _plus11
INFO:root:Converting idx: 136, op: Activation, name: relu_conv17
INFO:root:Converting idx: 137, op: null, name: conv17_1_weight
INFO:root:Converting idx: 138, op: null, name: conv17_1_bias
INFO:root:Converting idx: 139, op: Convolution, name: conv17_1
INFO:root:Converting idx: 140, op: Activation, name: relu_conv17_1
INFO:root:Converting idx: 141, op: null, name: conv17_2_score_weight
INFO:root:Converting idx: 142, op: null, name: conv17_2_score_bias
INFO:root:Converting idx: 143, op: Convolution, name: conv17_2_score
INFO:root:Converting idx: 144, op: Activation, name: relu_conv17_2_score
INFO:root:Converting idx: 145, op: null, name: conv17_3_score_weight
INFO:root:Converting idx: 146, op: null, name: conv17_3_score_bias
INFO:root:Converting idx: 147, op: Convolution, name: conv17_3_score
INFO:root:Converting idx: 148, op: softmax, name: softmax3
INFO:root:Converting idx: 149, op: slice_axis, name: slice_axis19
INFO:root:Output node is: slice_axis19
INFO:root:Converting idx: 150, op: null, name: conv17_2_bbox_weight
INFO:root:Converting idx: 151, op: null, name: conv17_2_bbox_bias
INFO:root:Converting idx: 152, op: Convolution, name: conv17_2_bbox
INFO:root:Converting idx: 153, op: Activation, name: relu_conv17_2_bbox
INFO:root:Converting idx: 154, op: null, name: conv17_3_bbox_weight
INFO:root:Converting idx: 155, op: null, name: conv17_3_bbox_bias
INFO:root:Converting idx: 156, op: Convolution, name: conv17_3_bbox
INFO:root:Output node is: conv17_3_bbox
Traceback (most recent call last):
File "/home/username/visualstudioworkspace/python/mxconverter.py", line 24, in
Make sure you are using onnx==1.2.1
, as advised by MXNet.
This solved the error for me.
I am trying to convert the head detection model from MXNET to ONNX using the steps mentioned in https://github.com/onnx/tutorials/blob/master/tutorials/MXNetONNXExport.ipynb
My setup is as follows
Requirement already satisfied: onnx in ./kenv/lib/python3.6/site-packages (1.6.0) Requirement already satisfied: six in /home/username/.local/lib/python3.6/site-packages (from onnx) (1.13.0) Requirement already satisfied: protobuf in ./kenv/lib/python3.6/site-packages (from onnx) (3.11.1) Requirement already satisfied: typing-extensions>=3.6.2.1 in ./kenv/lib/python3.6/site-packages (from onnx) (3.7.4.1) Requirement already satisfied: numpy in /home/username/.local/lib/python3.6/site-packages (from onnx) (1.17.4) Requirement already satisfied: setuptools in ./kenv/lib/python3.6/site-packages (from protobuf->onnx) (42.0.2)
When trying to use the code, I get the following error, any workarounds?