Taco: A tool to generate tensor algebra kernels

Tensor algebra is an important computational abstraction that is increasingly used in data analytics, machine learning, engineering, and the physical sciences. However, the number of tensor expressions is unbounded, which makes it hard to develop and optimize libraries. Furthermore, the tensors are...

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Bibliographic Details
Main Authors: Kjolstad, Fredrik, Chou, Stephen, Lugato, David, Kamil, Shoaib, Amarasinghe, Saman P
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:English
Published: IEEE 2022
Online Access:https://hdl.handle.net/1721.1/137385.2