ROCm / ROCm/AMDMIGraphX

NonMaxSuppression: ref lowering improvements

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Dominant language
C++
Stars
333
Forks
150
Avg merge
4d 19h
Merged PRs (30d)
54

Description

The current way NMS is lowered to ref for dynamic input shapes is clunky. Should be refactored.

Contributor guide

No contributing guide indexed for this repository

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

No file or test is named. Start by locating the NonMaxSuppression lowering to ref for dynamic input shapes, then read the surrounding lowering logic and its existing coverage. Done means the lowering is refactored so dynamic-shape handling is less clunky without changing the operation's behavior.

Written by the indexing model from the issue text.

Assessment

Tech stack
cpp
Domain
machine-learning
Issue type
Refactor
Difficulty
4/5
Estimated time
3-5 days
Activity status
Quiet
Clarity
Needs clarification
Newbie friendliness
35/100

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