Browsing Institutt for datateknologi og informatikk by Author "Tan, Guangming"
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Register-Aware Optimizations for Parallel Sparse Matrix-Matrix Multiplication
Liu, Junhong; He, Xin; Liu, Weifeng; Tan, Guangming (Journal article; Peer reviewed, 2018)General sparse matrix–matrix multiplication (SpGEMM) is a fundamental building block of a number of high-level algorithms and real-world applications. In recent years, several efficient SpGEMM algorithms have been proposed ... -
Register-based Implementation of the Sparse General Matrix-matrix Multiplication on GPUs
Liu, Junhong; He, Xin; Liu, Weifeng; Tan, Guangming (Journal article; Peer reviewed, 2018)General sparse matrix-matrix multiplication (SpGEMM) is an essential building block in a number of applications. In our work, we fully utilize GPU registers and shared memory to implement an efficient and load balanced ...