Quantize models have unused ValueInfos
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Description
Some quantized models have value infos that are not defined in the graph. For example, MNIST-12-int8 has {'Pooling66_Output_0', 'ReLU114_Output_0', 'Parameter193_reshape1', 'Plus30_Output_0', 'Convolution28', 'Convolution28_Output_0', 'Plus214_Output_0_MatMul', 'ReLU32_Output_0', 'Plus112_Output_0', 'Times212_Output_0', 'Convolution110_Output_0'} but they don't exist in the model.
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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 inspecting the quantized MNIST-12-int8 model and compare its declared value infos with names actually present in the graph. Determine whether the same mismatch affects the other quantized models mentioned by the issue; done means the unused value infos are removed or otherwise reconciled across the affected models.
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
- Needs clarification
- Newbie friendliness
- 25/100