ROCm / ROCm/AMDMIGraphX

Output compiled model with target data

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

Description

  • Outputting a compiled model does not save target data (ref, cpu, gpu)
  • The compiled model should know which target it was compiled for
  • Currently, the driver will produce a segmentation fault if a user does not use the --ref option when running a model compiled with the --ref option
    • Should have a more clear error and/or automatic selection of the correct target

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

Start at the driver handling the --ref option and the compiled-model output path. Trace how ref, CPU, and GPU target data are represented, then reproduce the mismatch between compiling with --ref and running without it. Done means the target is retained and the driver provides a clear error or automatically selects the correct target.

Written by the indexing model from the issue text.

Assessment

Tech stack
cpp
Domain
compilers, machine-learning
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
35/100

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