Performance metrics available in C++
Nobody has claimed this yet.
- Dominant language
- C++
- Stars
- 333
- Forks
- 150
- Avg merge
- 4d 19h
- Merged PRs (30d)
- 54
Description
It is desirable to be able to return the execution time per layer in a structure, populated by "run".
The structure should ideally reference each node in the graph, or a group of nodes, demarked by some markers.
A possible use of this feature would be in the pruner: The pruner can ask migraphx what the attained performance is, without overcommitting compute/training resources in the particular pruned dimensions, and only do so if the performance improves.
Contributor guide
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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 tracing the C++ implementation of "run" and the pruner integration mentioned in the issue. Determine how nodes or node groups could be associated with execution timing and what structure the caller should receive. Done means "run" returns per-layer or marked-group performance metrics that the pruner can inspect.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- cpp
- Domain
- performance
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100