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cs.SE2025
Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface
Erika Hunhoff, Joseph Melber, Kristof Denolf +8
Accelerators such as neural processing units (NPUs) deliver an enticing balance of performance and efficiency compared to general purpose compute architectures. However, effectivel…
cs.SE2024
IRFuzzer: Specialized Fuzzing for LLVM Backend Code Generation
Yuyang Rong, Zhanghan Yu, Zhenkai Weng +2
Modern compilers, such as LLVM, are complex pieces of software. Due to their complexity, manual testing is unlikely to suffice, yet formal verification is difficult to scale. End-t…