COMPILER

作品数：66被引量：37H指数：3
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C-CORE:Clustering by Code Representation to Prioritize Test Cases in Compiler Testing
《Computer Modeling in Engineering & Sciences》2024年第5期2069-2093,共25页Wei Zhou Xincong Jiang Chuan Qin 
Edge devices,due to their limited computational and storage resources,often require the use of compilers for program optimization.Therefore,ensuring the security and reliability of these compilers is of paramount impo...
关键词：Compiler testing test case prioritization code representation 
Towards optimized tensor code generation for deep learning on sunway many-core processor
《Frontiers of Computer Science》2024年第2期1-15,共15页Mingzhen LI Changxi LIU Jianjin LIAO Xuegui ZHENG Hailong YANG Rujun SUN Jun XU Lin GAN Guangwen YANG Zhongzhi LUAN Depei QIAN 
supported by the National Key Research and Development Program of China (No.2020YFB1506703);the National Natural Science Foundation of China (Grant Nos.62072018 and 61732002);the State Key Laboratory of Software Development Environment (No.SKLSDE-2021ZX-06);the Fundamental Research Funds for the Central Universities。
The flourish of deep learning frameworks and hardware platforms has been demanding an efficient compiler that can shield the diversity in both software and hardware in order to provide application portability.Among th...
关键词：sunway processor deep learning compiler code generation performance optimization 
Research on General-Purpose Brain-Inspired Computing Systems
《Journal of Computer Science & Technology》2024年第1期4-21,共18页渠鹏 纪兴龙 陈嘉杰 庞猛 李宇晨 刘晓义 张悠慧 
This work was supported by the National Natural Science Foundation of China under Grant Nos.62250006,62072266,and 61836004;the National Natural Science Foundation of China Youth Fund under Grant No.62202254,Beijing National Research Center for Information Science and Technology under Grant No.BNR2022RC01003;the Tsinghua University Initiative Scientific Research Program;the Suzhou-Tsinghua Innovation Leadership Program.
Brain-inspired computing is a new technology that draws on the principles of brain science and is oriented to the efficient development of artificial general intelligence(AGI),and a brain-inspired computing system is ...
关键词：brain-inspired computing neuromorphic chip COMPILER spiking neural network 
Building a domain-specific compiler for emerging processors with a reusable approach
《Science China(Information Sciences)》2024年第1期16-34,共19页Mingzhen LI Yi LIU Bangduo CHEN Hailong YANG Zhongzhi LUAN Depei QIAN 
supported by National Key Research and Development Program of China(Grant No.2020YFB1506703);National Natural Science Foundation of China(Grant Nos.62072018,61732002,U22A2028);State Key Laboratory of Software Development Environment(Grant No.SKLSDE-2021ZX-06);Fundamental Research Funds for the Central Universities(Grant No.YWF-22-L-1127)。
High-performance computing and deep learning domains have been motivating the design of domain-specific processors.Although these processors can provide promising computation capability,they are notorious for exotic p...
关键词：domain-specific compiler emerging processor reusable dialect performance optimization MLIR 
危险化学品重大危险源辨识分级系统V1.0的研究与实现被引量：1
《化工管理》2023年第36期96-99,共4页姚丹丹 
危险化学品的存在给人们的生命和财产带来了潜在的风险,因此,开发一款能快速准确识别危险化学品重大危险源并进行风险分级评估的软件,对保障人民群众的生命安全和防止危险化学品事故的发生至关重要。基于MATLAB Compiler开发了危险化学...
关键词：危险化学品 重大危险源 辨识分级系统 MATLAB Compiler 风险评估 
Automatic Target Description File Generation
《Journal of Computer Science & Technology》2023年第6期1339-1355,共17页耿洪娜 吕方 钟茗 崔慧敏 薛景玲 冯晓兵 
supported by the Strategic Pilot Science and Technology Project of Chinese Academy of Sciences(Category C)under Grant No.XDC05000000;the Youth Program of National Natural Science Foundation of China under Grant No.61802368.
Agile hardware design is gaining increasing momentum and bringing new chips in larger quantities to the market faster.However,it also takes new challenges for compiler developers to retarget existing compilers to thes...
关键词：retargetability COMPILER target description target backend automatic generator 
Constructing an AI Compiler for ARM Cortex-M Devices
《Computer Systems Science & Engineering》2023年第7期999-1019,共21页Rong-Guey Chang Tam-Van Hoang 
This work was supported in part by the Ministry of Science and Technology of Taiwan,R.O.C.,the Grant Number of project 108-2218-E-194-007.
The diversity of software and hardware forces programmers to spend a great deal of time optimizing their source code,which often requires specific treatment for each platform.The problem becomes critical on embedded d...
关键词：Open neural network compiler backend ARM Cortex-M device handwritten digit recognition image classification 
Algorithms for Pre-Compiling Programs by Parallel Compilers
《Computer Systems Science & Engineering》2023年第3期2165-2176,共12页Fayez AlFayez 
The author would like to thank the Deanship of Scientific Research at Majmaah University for supporting this work under Project Number No.R-2022-85.
The paper addresses the challenge of transmitting a big number offiles stored in a data center(DC),encrypting them by compilers,and sending them through a network at an acceptable time.Face to the big number offiles,o...
关键词：COMPILER ENCRYPTION SCHEDULING big data ALGORITHMS 
Optimization and Deployment of Memory-Intensive Operations in Deep Learning Model on Edge
《计算机科学》2023年第2期3-12,共10页Peng XU Jianxin ZHAO Chi Harold LIU 
supported by the National Natural Science Foundation of China(U21A20519)。
As a large amount of data is increasingly generated from edge devices,such as smart homes,mobile phones,and wearable devices,it becomes crucial for many applications to deploy machine learning modes across edge device...
关键词：Memory optimization Deep compiler Computation optimization Model deployment Edge computing 
Compiler IR-Based Program Encoding Method for Software Defect Prediction
《Computers, Materials & Continua》2022年第9期5251-5272,共22页Yong Chen Chao Xu Jing Selena He Sheng Xiao Fanfan Shen 
This work was supported by the Universities Natural Science Research Project of Jiangsu Province under Grant 20KJB520026 and 20KJA520002;the Foundation for Young Teachers of Nanjing Auditing University under Grant 19QNPY018;the National Nature Science Foundation of China under Grant 71972102 and 61902189.
With the continuous expansion of software applications,people’s requirements for software quality are increasing.Software defect prediction is an important technology to improve software quality.It often encodes the ...
关键词：Compiler IR CNN data dependency graph defect prediction 
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