Fixed-shape allclose checks in LLM kernel benchmarks can certify seeded buggy Triton kernels as correct; a schema-aware fp64 fuzzer catches all seeded bugs on five GPUs and passes all correct controls.
arXiv preprint (2023),https://arxiv.org/abs/2310.06912
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.SE 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
The Correctness Illusion in LLM-Generated GPU Kernels
Fixed-shape allclose checks in LLM kernel benchmarks can certify seeded buggy Triton kernels as correct; a schema-aware fp64 fuzzer catches all seeded bugs on five GPUs and passes all correct controls.