V2EX compressed sparse row

Compressed Sparse Row

定义 Definition

“Compressed Sparse Row”(常缩写为 CSR)是一种用于存储稀疏矩阵的高效数据结构:按“行”组织,只保存非零元素及其列索引,并用行指针记录每一行非零元素在数据数组中的起止位置,从而显著节省内存并加速常见计算(如稀疏矩阵-向量乘法)。

发音 Pronunciation (IPA)

/kmprst sprs ro/

例句 Examples

The matrix is stored in compressed sparse row format to save memory.
为节省内存,这个矩阵以压缩稀疏行格式存储。

Using CSR, we can compute the sparse matrixvector product efficiently even for millions of rows.
使用 CSR,即使有上百万行,我们也能高效计算稀疏矩阵与向量的乘积。

词源 Etymology

该术语是组合式命名:compressed(压缩)指用紧凑数组而非完整二维表来表示数据;sparse(稀疏)说明矩阵中大多数元素为零;row(行)表示以“按行”为主的组织方式。与之对应的常见形式还有按列组织的 CSC(Compressed Sparse Column)

相关词 Related Words

文献与作品 Literary Works

  • Iterative Methods for Sparse Linear Systems(Yousef Saad)
  • Matrix Computations(Gene H. Golub & Charles F. Van Loan)
  • Direct Methods for Sparse Linear Systems(Timothy A. Davis)
  • An Introduction to the Conjugate Gradient Method Without the Agonizing Pain(Jonathan Richard Shewchuk)
关于     帮助文档     自助推广系统     博客     API     FAQ     Solana     997 人在线   最高记录 6679       Select Language
创意工作者们的社区
World is powered by solitude
VERSION: 3.9.8.5 9ms UTC 19:23 PVG 03:23 LAX 11:23 JFK 14:23
Do have faith in what you're doing.
ubao msn snddm index pchome yahoo rakuten mypaper meadowduck bidyahoo youbao zxmzxm asda bnvcg cvbfg dfscv mmhjk xxddc yybgb zznbn ccubao uaitu acv GXCV ET GDG YH FG BCVB FJFH CBRE CBC GDG ET54 WRWR RWER WREW WRWER RWER SDG EW SF DSFSF fbbs ubao fhd dfg ewr dg df ewwr ewwr et ruyut utut dfg fgd gdfgt etg dfgt dfgd ert4 gd fgg wr 235 wer3 we vsdf sdf gdf ert xcv sdf rwer hfd dfg cvb rwf afb dfh jgh bmn lgh rty gfds cxv xcv xcs vdas fdf fgd cv sdf tert sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf shasha9178 shasha9178 shasha9178 shasha9178 shasha9178 liflif2 liflif2 liflif2 liflif2 liflif2 liblib3 liblib3 liblib3 liblib3 liblib3 zhazha444 zhazha444 zhazha444 zhazha444 zhazha444 dende5 dende denden denden2 denden21 fenfen9 fenf619 fen619 fenfe9 fe619 sdf sdf sdf sdf sdf zhazh90 zhazh0 zhaa50 zha90 zh590 zho zhoz zhozh zhozho zhozho2 lislis lls95 lili95 lils5 liss9 sdf0ty987 sdft876 sdft9876 sdf09876 sd0t9876 sdf0ty98 sdf0976 sdf0ty986 sdf0ty96 sdf0t76 sdf0876 df0ty98 sf0t876 sd0ty76 sdy76 sdf76 sdf0t76 sdf0ty9 sdf0ty98 sdf0ty987 sdf0ty98 sdf6676 sdf876 sd876 sd876 sdf6 sdf6 sdf9876 sdf0t sdf06 sdf0ty9776 sdf0ty9776 sdf0ty76 sdf8876 sdf0t sd6 sdf06 s688876 sd688 sdf86