The Tensor Algebra Compiler

Tensor and linear algebra is pervasive in data analytics and the physical sciences. Often the tensors, matrices or even vectors are sparse. Computing expressions involving a mix of sparse and dense tensors, matrices and vectors requires writing kernels for every operation and combination of formats...

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Bibliographic Details
Main Authors: Kjolstad, Fredrik, Kamil, Shoaib, Chou, Stephen, Lugato, David, Amarasinghe, Saman
Other Authors: Saman Amarasinghe
Published: 2017
Subjects:
Online Access:http://hdl.handle.net/1721.1/107013