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cs.DC2021
Searching CUDA code autotuning spaces with hardware performance counters: data from benchmarks running on various GPU architectures
Jiří Filipovič, Jana Hozzová, Amin Nezarat +2
We have developed several autotuning benchmarks in CUDA that take into account performance-relevant source-code parameters and reach near peak-performance on various GPU architectu…
cs.DC2021
Using hardware performance counters to speed up autotuning convergence on GPUs
Jiří Filipovič, Jana Hozzová, Amin Nezarat +2
Nowadays, GPU accelerators are commonly used to speed up general-purpose computing tasks on a variety of hardware. However, due to the diversity of GPU architectures and processed…