| 题名 | TensorOpt: Exploring the Tradeoffs in Distributed DNN Training With Auto-Parallelism |
| 作者 | |
| 发表日期 | 2022-08-01
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| DOI | |
| 发表期刊 | |
| ISSN | 2161-9883
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| 卷号 | 33期号:8页码:1967-1981 |
| 关键词 | |
| 相关链接 | [IEEE记录] |
| 收录类别 | |
| 学校署名 | 其他
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| EI入藏号 | 20215111368410
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| EI主题词 | Distributed computer systems
; Economic and social effects
; Pareto principle
|
| EI分类号 | Ergonomics and Human Factors Engineering:461.4
; Digital Computers and Systems:722.4
; Social Sciences:971
|
| ESI学科分类 | COMPUTER SCIENCE
|
| 来源库 | IEEE
|
| 全文链接 | https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9635821 |
| 引用统计 |
被引频次[WOS]：12
|
| 成果类型 | 期刊论文 |
| 条目标识符 | http://sustech.caswiz.com/handle/2SGJ60CL/259324 |
| 专题 | 工学院_计算机科学与工程系 |
| 作者单位 | 1.Computer Science and Engineering, Chinese University of Hong Kong, 26451 New Territories, Hong Kong, Hong Kong, (e-mail: zkcai@cse.cuhk.edu.hk) 2.Department of Computer Science and Engineering, Southern University of Science and Technology, 255310 Shenzhen, Guangdong, China, (e-mail: yanx@sustech.edu.cn) 3.Department of Computer Science and Engineering, The Chinese University of Hong Kong, 26451 Hong Kong, Hong Kong, Hong Kong, (e-mail: khma@cse.cuhk.edu.hk) 4.Computer Science and Engineering, The Chinese University of Hong Kong, 26451 Hong Kong, Hong Kong, Hong Kong, (e-mail: ydwu@cse.cuhk.edu.hk) 5.CSE, CUHK, Hong Kong, Shatin, Hong Kong, (e-mail: yzhuang@cse.cuhk.edu.hk) 6.Department of Computer Science and Engineering, Chinese University of Hong Kong, Hong Kong, na, Hong Kong, (e-mail: jcheng@cse.cuhk.edu.hk) 7.Distributed Computing Lab, Huawei Technologies Co Ltd, 115371 Shenzhen, Guangdong, China, (e-mail: suteng@huawei.com) 8.Distributed Computing Lab, Huawei Technologies Co Ltd, 115371 Shenzhen, Guangdong, China, (e-mail: fan.yu@huawei.com) |
| 推荐引用方式 GB/T 7714 |
Cai，Zhenkun,Yan，Xiao,Ma，Kaihao,et al. TensorOpt: Exploring the Tradeoffs in Distributed DNN Training With Auto-Parallelism[J]. IEEE Transactions on Parallel and Distributed Systems,2022,33(8):1967-1981.
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| APA |
Cai，Zhenkun.,Yan，Xiao.,Ma，Kaihao.,Wu，Yidi.,Huang，Yuzhen.,...&Yu，Fan.(2022).TensorOpt: Exploring the Tradeoffs in Distributed DNN Training With Auto-Parallelism.IEEE Transactions on Parallel and Distributed Systems,33(8),1967-1981.
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| MLA |
Cai，Zhenkun,et al."TensorOpt: Exploring the Tradeoffs in Distributed DNN Training With Auto-Parallelism".IEEE Transactions on Parallel and Distributed Systems 33.8(2022):1967-1981.
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| 条目包含的文件 | ||||||
| 文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | 操作 | |
| 10.1109@TPDS.2021.31（1318KB） | -- | -- | 开放获取 | -- | 浏览 | |
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