General sparse matrix-sparse matrix multiplication (SpGEMM) is one of the fundamental
linear operations in a wide variety of scientific applications. To implement efficient SpGEMM …

The Sunway TaihuLight, equipped with 10 million cores, is currently the world's third fastest
supercomputer. SpMV is one of core algorithms in many high-performance computing …

Sparse triangular solve (SpTRSV) is one of the most important kernels in many real-world
applications. Currently, much research on parallel SpTRSV focuses on level-set construction …

Classical simulation of quantum computation plays a critical role in numerical studies of
quantum algorithms and the validation of quantum devices. Here, we introduce SW_Qsim, a …

Sunway TaihuLight system is the first supercomputer offering a peak performance over 100
PFlops, which can be utilized to parallelize Non-dominated Sorting Genetic Algorithm II …

Accelerators for machine learning [artificial intelligence (AI)] inferencing applications are
homogeneous designs composed of identical cores. Each core or processing element (PE) …

Multi-dimensional, large-scale, and sparse data, which can be neatly represented by sparse
tensors, are increasingly used in various applications such as data analysis and machine …

This paper reports our efforts on swCaffe, a high-efficient parallel framework for accelerating
deep neural networks (DNNs) training on Sunway TaihuLight, one of the fastest …

Large-scale sparse linear equation solver plays an important role in both numerical
simulation and artificial intelligence, and sparse triangular equation solver is a key step in …

High performance extended math library is used by many scientific engineering and artificial
intelligence applications, which usually involves many common mathematical computations …