KernelOPT: Dispatch-Aware Agentic Search for GPU Kernel Optimization
KernelOPT is a multi-agent system that treats compiled models as structured artifacts and exclusively targets generated Triton sub-kernels using five profiling-guided LLM agents and achieves geometric mean speedups over PyTorch.
Aheli Poddar, Sanskar Prasad, Arindam Samanta et al.
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