Start with the kernel that actually ran
How artifact identity, target fingerprints, and paired timings keep GPU optimization work attached to reality.
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Engineering notes.
Practical records from correctness-gated GPU performance work.
A faster benchmark is not production proof
The evidence ladder Phoenix uses to separate a promising kernel result from a deployable optimization.
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