[FR]: Config wizard
Open
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enhancement
- Dominant language
- Python
- Stars
- 2.4k
- Forks
- 315
- Avg merge
- 4d 11h
- Merged PRs (30d)
- 16
Description
Proposal Summary
Currently users need to use an existing config or do extensive research on documentation to properly create a config. For example, it is not entirely straightforward to create an onnx export pass with customized dynamic shapes and data type specified. For common scenarios, it would be good to have an interactive wizard for initializing a config. Same idea as npm init.
What component(s) does this request affect?
- OliveModels
- OliveSystems
- OliveEvaluator
- Metrics
- Engine
- Passes
- Other
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 with the Engine configuration documentation and existing config examples, especially the ONNX export scenario involving dynamic shapes and data type settings. Clarify which common scenarios the wizard must support and how to verify that it produces a usable initialized config.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- cli, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Quiet
- Clarity
- Needs clarification
- Newbie friendliness
- 35/100