A Two-Stage GPU Kernel Tuner Combining Semantic Refactoring and Search-Based Optimization

Qiuyi Qu, Yicheng Sui, Yufei Sun +5

GPU code optimization is a key performance bottleneck for HPC workloads as well as large-model training and inference. Although compiler optimizations and hand-written kernels can…