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08/22/2022
MOM: Matrix Operations in MLIR
Modern research in code generators for dense linear algebra computations...
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03/13/2020
Fireiron: A Scheduling Language for High-Performance Linear Algebra on GPUs
Achieving high-performance GPU kernels requires optimizing algorithm imp...
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12/30/2019
Linnea: Automatic Generation of Efficient Linear Algebra Programs
The translation of linear algebra computations into efficient sequences ...
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11/21/2019
The Linear Algebra Mapping Problem
We observe a disconnect between the developers and the end users of line...
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07/05/2019
Automatic Generation of Efficient Linear Algebra Programs
The level of abstraction at which application experts reason about linea...
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04/10/2018
The Generalized Matrix Chain Algorithm
In this paper, we present a generalized version of the matrix chain algo...
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10/16/2017
MatchPy: A Pattern Matching Library
Pattern matching is a powerful tool for symbolic computations, based on ...
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09/29/2017
Efficient Pattern Matching in Python
Pattern matching is a powerful tool for symbolic computations. Applicati...
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03/01/2017