JuliaGraphs / JuliaGraphs/GraphNeuralNetworks.jl
remove asserts hurting performance
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- Dominant language
- Julia
- Stars
- 308
- Forks
- 74
- Avg merge
- 3d 6h
- Merged PRs (30d)
- 2
Description
Are there other asserts like the one in #259 hurting performances?
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 with the assert at src/layers/conv.jl line 1274 and compare it with the change discussed in issue #259. Search the repository for similar asserts and assess which affect performance. Done means identifying the relevant cases and removing or otherwise addressing the performance-impacting asserts, with supporting validation.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- julia
- Domain
- machine-learning
- Issue type
- Refactor
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100