ROCm / ROCm/AMDMIGraphX

CK integration

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

Description

Following tasks need to be done for CK integration into MIGraphX:

  • Comparison of Performance - CK vs MLIR - on MI300
    - Use profile tool from CK
  • Update CK's flash attention kernel to use run function from MIGraphX
  • How to use CK-tile version (potential for better performance for attention
    - how we call older CK and see if we can call CK tile similarly
    - hipRTC does not work with CK tile, use hipClang at first for integration.

Contributor guide

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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 files, tests, or entry points are named. Start by breaking the CK integration into the listed performance comparison, flash-attention run-function update, and CK-tile integration tasks; use CK's profile tool for the comparison and investigate hipClang first because hipRTC does not work with CK tile. Done means the comparison is completed and the requested CK and CK-tile integration paths work.

Written by the indexing model from the issue text.

Assessment

Tech stack
cpp
Domain
backend, performance
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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