GSTACO: A Generalized Sparse Tensor Algebra Compiler

Many applications in engineering and computer science are characterized by sparse multi-dimensional data. Therefore, optimizations for sparse tensor algebra have received a lot of attention lately. Several hardware and software solutions have emerged in order to speed up the computation of certain t...

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Bibliographic Details
Main Author: Dima, Alexandra
Other Authors: Amarasinghe, Saman
Format: Thesis
Published: Massachusetts Institute of Technology 2023
Online Access:https://hdl.handle.net/1721.1/150185