Project-MONAI / Project-MONAI/model-zoo
Support TRT compiler test in the CI test.
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- Dominant language
- Python
- Stars
- 338
- Forks
- 106
- PR merge metrics
- No merged PRs in 30d
Description
Is your feature request related to a problem? Please describe.
Since the MONAI core has introduced the TRT compiler feature after 1.4 and the model zoo has added a few bundles with the feature support. The previous CI test for the TensorRT conversion is not able to cover all cases. Therefore, we need to add a new CI test for this.
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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 reviewing ci/bundle_custom_data.py around line 59 and the existing TensorRT conversion CI test. Identify the model-zoo bundles using the MONAI TRT compiler and determine how the new CI test should cover them. Done means the CI test exercises all relevant TRT compiler cases.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- ci-cd, machine-learning, testing
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 35/100