Tracking issue for full-feature inline
Open
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bug
- Dominant language
- Python
- Stars
- 101
- Forks
- 8
- Avg merge
- 18h 53m
- Merged PRs (30d)
- 5
Description
inline is currently missing:
- Support for subgraphs (they should get prefixed properly, which ONNX renaming doesn't do)
- Support for functions (such local/dependency functions should be propagated to the built model)
- Capability not do add extraneous Identity nodes for all model input/outputs (requires better renaming capabilties)
Most of these can be fixed by reimplementing renaming values in graphs, as the ONNX feature (onnx.compose.add_prefix_graph) is rather lacking.
Contributor guide
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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 locating the implementation of inline and the graph-renaming logic, then compare it with ONNX's onnx.compose.add_prefix_graph. Focus on the unchecked function-support item; done means local and dependency functions are propagated to the built model without regressing the completed subgraph and Identity-node behavior.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100