2 papers
cs.LG2026
The Integer Alibi: Localizing Cross-Kernel Divergence in INT8-Quantized LLM Inference
Teng-Ruei Chen
Two GPU kernels implementing the same scaled INT8 GEMM interface are usually treated as interchangeable. We test that assumption: holding the checkpoint, prompts, hardware, inferen…
cs.PL2026
Specifying Hardware Communication as Programs
Ernest Ng, Nikil Shyamsunder, Francis Pham +2
To test and debug hardware modules, it is common to write two programs: a driver, which translates high-level transactions into interactions on the module's input and output signal…