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Summary of ChangesHello @avik-pal, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed! This pull request focuses on improving the reliability and consistency of tests related to the Metal backend. It updates the test suite to correctly reflect the passing status of a key weight initializer test on Metal and pins the Metal package dependency to a specific version to prevent potential compatibility issues in the future. Highlights
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Code Review
This pull request fixes a failing test for the Metal backend by pinning the Metal.jl package to version 1.9. The change to enable the test is correct. However, I've suggested a small improvement to the version pinning in runtests.jl to make it more flexible for future updates, which will improve maintainability.
| push!(EXTRA_PKGS, PackageSpec(; name="AMDGPU")) | ||
| (BACKEND_GROUP == "all" || BACKEND_GROUP == "metal") && | ||
| push!(EXTRA_PKGS, PackageSpec("Metal")) | ||
| push!(EXTRA_PKGS, PackageSpec(; name="Metal", version="1.9")) |
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Pinning the Metal package to the exact version 1.9 might be too restrictive and could prevent your test environment from receiving important non-breaking bug fixes or performance improvements in future patch releases. It's generally better to allow for compatible updates.
Consider using a caret ^ for the version specifier, like version="^1.9". This will allow any version from 1.9.0 up to (but not including) 2.0.0, following semantic versioning. This makes your test setup more robust and less likely to require manual updates for minor package releases.
push!(EXTRA_PKGS, PackageSpec(; name="Metal", version="^1.9"))
Benchmark Results (Julia v1.11)Time benchmarks
Memory benchmarks
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