Optimizing Large Language Models on Multi-Core CPUs: A Case Study of the BERT Model von Zhao, Lanxin, Gao, Wanrong, Fang, Jianbin

Volltext

Adaptive Hybrid Storage Format for Sparse Matrix–Vector Multiplication on Multi-Core SIMD CPUs von Chen, Shizhao, Fang, Jianbin, Xu, Chuanfu, Wang, Zheng

Volltext

Characterizing Scalability of Sparse Matrix–Vector Multiplications on Phytium FT-2000 von Chen, Donglin, Fang, Jianbin, Xu, Chuanfu, Chen, Shizhao, Wang, Zheng

Volltext

High-Performance English–Chinese Machine Translation Based on GPU-Enabled Deep Neural Networks with Domain Corpus von Zhao, Lanxin, Gao, Wanrong, Fang, Jianbin

Volltext

FlowDNN: a physics-informed deep neural network for fast and accurate flow prediction von Chen, Donglin, Gao, Xiang, Xu, Chuanfu, Wang, Siqi, Chen, Shizhao, Fang, Jianbin, Wang, Zheng

Volltext

SNCL: a supernode OpenCL implementation for hybrid computing arrays von Tang, Tao, Lu, Kai, Peng, Lin, Cui, Yingbo, Fang, Jianbin, Huang, Chun, Wang, Ruibo, Yang, Canqun, Guo, Yifei

Volltext

A Comprehensive Performance Comparison of CUDA and OpenCL von Jianbin Fang, Varbanescu, A. L., Sips, H.

Volltext

Evaluating vector data type usage in OpenCL kernels von Fang, Jianbin, Varbanescu, Ana Lucia, Liao, Xiangke, Sips, Henk

Volltext

Aristotle: A performance Impact Indicator for the OpenCL Kernels Using Local Memory von Fang, Jianbin, Sips, Henk, Varbanescu, Ana Lucia

Volltext

Performance Gaps between OpenMP and OpenCL for Multi-core CPUs von Jie Shen, Jianbin Fang, Sips, H., Varbanescu, A. L.

Volltext

Optimizing Full-Spectrum Matrix Multiplications on ARMv8 Multi-Core CPUs von Yang, Weiling, Fang, Jianbin, Dong, Dezun, Su, Xing, Wang, Zheng

Volltext

BALS: Blocked Alternating Least Squares for Parallel Sparse Matrix Factorization on GPUs von Chen, Jing, Fang, Jianbin, Liu, Weifeng, Yang, Canqun

Volltext

Deep Learning Research and Development Platform: Characterizing and Scheduling with QoS Guarantees on GPU Clusters von Chen, Zhaoyun, Quan, Wei, Wen, Mei, Fang, Jianbin, Yu, Jie, Zhang, Chunyuan, Luo, Lei

Volltext

clMF: A fine-grained and portable alternating least squares algorithm for parallel matrix factorization von Chen, Jing, Fang, Jianbin, Liu, Weifeng, Tang, Tao, Yang, Canqun

Volltext

Editorial for the special issue on programming models and system software for High-Performance Computing (HPC) environments von Fang, Jianbin, Zhai, Jidong, Wang, Zheng

Volltext

Parallel programming models for heterogeneous many-cores: a comprehensive survey von Fang, Jianbin, Huang, Chun, Tang, Tao, Wang, Zheng

Volltext

Optimizing Streaming Parallelism on Heterogeneous Many-Core Architectures von Zhang, Peng, Fang, Jianbin, Yang, Canqun, Huang, Chun, Tang, Tao, Wang, Zheng

Volltext

thSORT: an efficient parallel sorting algorithm on multi-core DSPs von Yang, Mouzhi, Zhang, Peng, Fang, Jianbin, Liu, Weifeng, Huang, Chun

Volltext

Collaborating CPU and GPU for large-scale high-order CFD simulations with complex grids on the TianHe-1A supercomputer von Xu, Chuanfu, Deng, Xiaogang, Zhang, Lilun, Fang, Jianbin, Wang, Guangxue, Jiang, Yi, Cao, Wei, Che, Yonggang, Wang, Yongxian, Wang, Zhenghua, Liu, Wei, Cheng, Xinghua

Volltext

Optimizing Sparse Matrix–Vector Multiplications on an ARMv8-based Many-Core Architecture von Chen, Donglin, Fang, Jianbin, Chen, Shizhao, Xu, Chuanfu, Wang, Zheng

Volltext