2 papers
cs.LG2024
RISC-V RVV efficiency for ANN algorithms
Konstantin Rumyantsev, Pavel Yakovlev, Andrey Gorshkov +1
Handling vast amounts of data is crucial in today's world. The growth of high-performance computing has created a need for parallelization, particularly in the area of machine lear…
cs.DC2024
Vectorization of Gradient Boosting of Decision Trees Prediction in the CatBoost Library for RISC-V Processors
Evgeny Kozinov, Evgeny Vasiliev, Andrey Gorshkov +4
The emergence and rapid development of the open RISC-V instruction set architecture opens up new horizons on the way to efficient devices, ranging from existing low-power IoT board…