PTXBench benchmarks and adapts LLMs to architecture-specific PTX for GPU kernel optimization, measuring functional correctness and speedup on GEMM and attention workloads across H100 and B200 GPUs.
Read the original at arxiv.org→arXiv:2608.17379v1 Announce Type: new Abstract: We introduce PTXBench, a benchmark for evaluating and adapting large language models (LLMs) to use architecture-specific PTX for GPU kernel optimization. PTXBench...
Original headline: "PTXBench: Benchmark and Adapt LLMs for GPU Kernel Optimization with Architecture-specific PTX"
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- Aug 19, 04:00 UTC arXiv cs.CL lead source PTXBench: Benchmark and Adapt LLMs for GPU Kernel Optimization with Architecture-specific PTX