Published June 2018
| Version v1
Journal article
TACO: to compile and generate tensor algebra codes
- 1. CEA, DAM - Cesta, 15 av. Sablieres, CS 60001, 33116 Le Barp (France)
- 2. Massachusetts Institute of Technology - MIT, Boston (United States)
- 3. Adobe Research, New York (United States)
Description
Tensor algebra is a powerful tool for simulation codes and data analysis. Tensors are often partially empty and complex calculations should be implemented in a unique kernel for efficiency and memory managing. Code developers have to optimize mathematical expressions in which tensors appear, these tensors have various dense and empty dimensions which make them difficult to handle. TACO (acronym for tensor algebra compiler) is a compiler that allows an automated generation of parallel coding with optimized kernels and for an infinity of mathematical expressions. (A.C.)
Additional details
Additional titles
- Original title (French)
- TACO: compilation et generation de code d'expressions tensorielles
Publishing Information
- Journal Title
- Chocs Avancees
- Journal Issue
- no.12
- Journal Page Range
- p. 52-53
- ISSN
- 1961-7399
INIS
- Country of Publication
- France
- Country of Input or Organization
- France
- INIS RN
- 50066116
- Subject category
- S97: MATHEMATICAL METHODS AND COMPUTING;
- Descriptors DEI
- ALGEBRA; OPTIMIZATION; PARALLEL PROCESSING; TENSORS
- Descriptors DEC
- MATHEMATICS; PROGRAMMING
Optional Information
- Notes
- 4 refs.