adjoint code generator
文献类型：期刊论文
| 作者 | Cheng Qiang ; Cao JianWen ; Wang Bin ; Zhang HaiBin |
| 刊名 | SCIENCE IN CHINA SERIES F-INFORMATION SCIENCES
 |
| 出版日期 | 2009 |
| 卷号 | 52期号:6页码:926-941 |
| 关键词 | gradient Hessian adjoint model automatic differentiation |
| ISSN号 | 1009-2757 |
| 学科主题 | Computer Science, Information Systems |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000266829700003 |
| 公开日期 | 2011-03-18 |
| 附注 | The adjoint code generator (ADG) is developed to produce the adjoint codes, which are used to analytically calculate gradients and the Hessian-vector products with the costs independent of the number of the independent variables. Different from other automatic differentiation tools, the implementation of ADG has advantages of using the least program behavior decomposition method and several static dependence analysis techniques. In this paper we first address the concerned concepts and fundamentals, and then introduce the functionality and the features of ADG. In particular, we also discuss the design architecture of ADG and implementation details including the recomputation and storing strategy and several techniques for code optimization. Some experimental results in several applications are presented at the end. |
| 源URL | [http://124.16.136.157/handle/311060/7926]  |
| 专题 | 软件研究所_软件所图书馆_2009年期刊/会议论文 |
| 推荐引用方式 GB/T 7714 | Cheng Qiang,Cao JianWen,Wang Bin,et al. adjoint code generator[J]. SCIENCE IN CHINA SERIES F-INFORMATION SCIENCES,2009,52(6):926-941. |
| APA | Cheng Qiang,Cao JianWen,Wang Bin,&Zhang HaiBin.(2009).adjoint code generator.SCIENCE IN CHINA SERIES F-INFORMATION SCIENCES,52(6),926-941. |
| MLA | Cheng Qiang,et al."adjoint code generator".SCIENCE IN CHINA SERIES F-INFORMATION SCIENCES 52.6(2009):926-941. |
入库方式： OAI收割
来源：软件研究所
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