onnx / onnx/models

Pad is not registered for mask_rcnn_keras from opset10

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Description

Which model does this pertain to?

mask_rcnn_keras

Describe the bug

Fatal error: Pad is not a registered function/op;

Reproduction instructions

Run the model on Default CPU
ONNX Runtime Repository Used: onnxruntime
Branch: master

Build Command :

  • cd PATH/TO/onnxruntime/
  • ./build.sh --config RelWithDebInfo --build --update --build_wheel --parallel

Test Command : ./onnxruntime_perf_test -e cpu -m times -r 10 PATH/TO/mask_rcnn_keras/mask_rcnn_keras.onnx

System Information
Linux Ubuntu 18.04:
Onnxruntime.

Contributor guide

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First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start with the mask_rcnn_keras.onnx model from MaskRCNN-10.tar.gz and reproduce the failure using the provided onnxruntime build and onnxruntime_perf_test commands on the CPU execution provider. Done means the model runs without the fatal "Pad is not a registered function/op" error.

Written by the indexing model from the issue text.

Assessment

Domain
machine-learning
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
35/100

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