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SW-IntraCC: A Collective Communication Mechanism for the Internals of Sunway AI Acceleration
Zhao Yulong, Gu Yanqing, Tian Songtao, Wu Chunzhi, Tang Lingtao, Zhang Lufei, Qin Xiaojun, Liu Xin, Chen Zuoning
2025, 62(6): 1333-1346. DOI: 10.7544/issn1000-1239.202550143
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Large-Scale Exact Diagonalization Methods for the New Generation of Tianhe Supercomputing Systems
Li Biao, Liu Jie, Wang Qinglin
2025, 62(6): 1347-1362. DOI: 10.7544/issn1000-1239.202550150
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Performance Modeling and Optimization for Large-Scale Heterogeneous Consistency Integrated Computing System
Li Rengang, Tang Yinan, Guo Zhenhua, Wang Li, Zong Zan, Yang Guangwen
2025, 62(6): 1363-1379. DOI: 10.7544/issn1000-1239.202550120
Abstract PDF
Resilio: An Elastic Fault-tolerant Training System for Large Language Models
Li Yan, Yang Sile, Liu Chengchun, Wang Linmei, Tian Yaolin, Zhang Xinhang, Zhu Yu, Li Chunpu, Sun Lei, Yan Shengen, Xiao Limin, Zhang Weifeng
2025, 62(6): 1380-1395. DOI: 10.7544/issn1000-1239.202550147
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Samples Dispatching Mechanism for Accelerating Recommendation Model Training in Edge Intelligent Computing System
Li Guopeng, Tan Haisheng, Zhang Chi, Ni Hongqiu, Wang Zilong, Zhang Xinyue, Xu Yang, Tian Han, Chen Guoliang
2025, 62(6): 1396-1415. DOI: 10.7544/issn1000-1239.202550128
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Synergistic Optimization Method for Adaptive Hierarchical Federated Learning in Heterogeneous Edge Environments
Feng Yiming, Qian Zhen, Li Guanghui, Dai Chenglong
2025, 62(6): 1416-1433. DOI: 10.7544/issn1000-1239.202550146
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Optimizing Sequences of Sparse Matrix-Vector Multiplications via Cache Data Reuse
Xu Chuanfu, Qiu Haozhong, Che Yonggang
2025, 62(6): 1434-1442. DOI: 10.7544/issn1000-1239.202550125
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SparseMode: A Sparse Compiler Framework for Efficient SpMV Vectorized Code Generation
Wang Haotian, Ding Yan, He Xianhao, Xiao Guoqing, Yang Wangdong
2025, 62(6): 1443-1454. DOI: 10.7544/issn1000-1239.202550139
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Multi-Slave Core Assisted Parallel Composition Algorithm for Sequential Task Flows on the SW39000 Processor
Fu You, Jia Shuhui, Chen Li, Hua Rong, Du Yunlong, Gao Xiran
2025, 62(6): 1455-1468. DOI: 10.7544/issn1000-1239.202550166
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Optimizing Cross-Architecture Programming Model Adaptation in SIMD-to-RVV Dynamic Binary Translation
Lai Yuanming, Li Yalong, Hu Hanzhi, Xie Mengyao, Wang Zhe, Wu Chenggang
2025, 62(6): 1469-1491. DOI: 10.7544/issn1000-1239.202550135
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Yingtian-Lake: A Wafer-Scale General-Purpose Heterogeneous Multi-chiplet Petascale Computer
Dong Wenkuo, Yin Chunsuo, Zhang Zhimeng, Wang Pengchao, Sha Jiang, Wang Mengya, Zhu Minqi, Liu Hongwei, Liu Yuhang, Hao Qinfen
2025, 62(6): 1492-1512. DOI: 10.7544/issn1000-1239.202550163
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Pipe-RLHF: A Computation Mode-Aware Parallel Framework for RLHF
Xu Ying, Wang Mengdi, Cheng Long, Liu Lian, Zhao Shixin, Zhang Lei, Wang Ying
2025, 62(6): 1513-1529. DOI: 10.7544/issn1000-1239.202550127
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DAQ: Divide-and-Conquer Strategy Based Adaptive Low-Bit Quantization Method for Vision Transformer
Lü Qianru, Xu Jinwei, Jiang Jingfei, Li Dongsheng
2025, 62(6): 1530-1546. DOI: 10.7544/issn1000-1239.202550145
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NTT Butterfly Arithmetic Acceleration Based on Dataflow Architecture
Shi Hongbo, Fan Zhihua, Li Wenming, Zhang Zhiyuan, Mu Yudong, Ye Xiaochun, An Xuejun
2025, 62(6): 1547-1561. DOI: 10.7544/issn1000-1239.202550160
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BeeZip2: A Domain-Specific Accelerator for High Performance Lossless Data Compression
Gao Ruihao, Shi Shunchen, Li Xueqi, Tan Guangming
2025, 62(6): 1562-1580. DOI: 10.7544/issn1000-1239.202550017
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A Reconfigurable Single-Precision Approximate Floating-Point Multiplier Design
Li Pengcheng, Huang Libo, Chen Gang, Lai Mingche, Deng Lin, Liu Wei, Yang Qianming, Wang Yongwen
2025, 62(6): 1581-1593. DOI: 10.7544/issn1000-1239.202550116
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