PaddlePaddle / PaddlePaddle/PaddleX
将paddleX训练的模型进行openvino模型转换后推理过程出错
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- Dominant language
- Python
- Stars
- 6.3k
- Forks
- 1.2k
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Description
如图，在树莓派3B+上运行相关代码，载入转换后生成的IR模型文件后进行推理，报错如下：
terminate called after throwing an instance of 'InferenceEngine::details::InferenceEngineException'
what(): Cannot create Range layer GlobalAveragePool@0/global_pooling_reduce_axis id:265
Contributor guide
No contributing guide indexed for this repository
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by reproducing the reported inference failure on a Raspberry Pi 3B+ with the converted IR model and the code referenced by the issue. Inspect the conversion and inference setup around the GlobalAveragePool@0/global_pooling_reduce_axis Range-layer error. Done means establishing the compatibility cause and verifying that the converted model can run successfully.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, raspberry-pi
- Domain
- embedded-iot, machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100