TensorRT for cascaded networks
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Description
Hi,
Does anyone have experience converted Cascaded networks like CascadedMaskRCNN into TensorRT. It's not straightforward to convert it but I would love to know if anyone has given it a shot. I am confused about the pooling operators in general. Please let me know or point to any other repo/issue similar to this one.
Thanks!
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
The issue names TensorRT, CascadedMaskRCNN, and pooling operators but no files, tests, or entry points. Start by checking related TensorRT issues and repositories for CascadedMaskRCNN conversion attempts; done would require a documented conversion path or a clear determination of what pooling support is missing.
Written by the indexing model from the issue text.
Assessment
- Domain
- ai, machine-learning, performance
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 15/100