ERROR when reducing (onnx) model inputs using Polygraphy
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Module:Polygraphy
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Description
[I] Finished 10 iteration(s) | Passed: 1/10 | Pass Rate: 10.0%
[I] Finished reducing model outputs
[I] Marking model outputs: [Variable (/model.0/stem2a/conv/Conv_output_0): (shape=[1, 16, 320, 320], dtype=float32)]
[I] Reducing model inputs
[I] RUNNING | Iteration 1 | Approximately 2 iteration(s) remaining
[I] Marking model inputs: [Variable (/model.0/stem1/act/Relu_output_0): (shape=[1, 32, 320, 320], dtype=float32), Variable (): (shape=None, dtype=None)]
[I] Running inference with ONNX-Runtime to determine metadata for intermediate tensors.
This will cause intermediate models to have static shapes.
[!] The following outputs were not found in the model: {''}.
Contributor guide
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 Polygraphy model-input reduction with the provided log and inspect how the reduction step handles the unnamed output shown in the error. Trace the ONNX reduction and inference path until the missing output is identified; done means the reduction completes without reporting an output that is not in the model.
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
- Active
- Clarity
- Needs clarification
- Newbie friendliness
- 35/100