18 citations · 22 across the 3 of their papers we have counts for
4 papers · 1 filter
A Proposed Framework for Advanced (Multi)Linear Infrastructure in Engineering and Science (FAMLIES)
Devin A. Matthews, Tze Meng Low, Margaret E. Myers +2
We leverage highly successful prior projects sponsored by multiple NSF grants and gifts from industry: the BLAS-like Library Instantiation Software (BLIS) and the libflame efforts…
Enabling Pivoting in the Formal Derivation of LU factorization
Robert van de Geijn, Margaret E. Myers, Devangi N. Parikh +2
The FLAME methodology for deriving linear algebra algorithms from specification, first introduced around 2000, has been successfully applied to a broad cross section of operations.…
SMaLL: A Software Framework for portable Machine Learning Libraries
Upasana Sridhar, Nicholai Tukanov, Elliott Binder +3
Interest in deploying Deep Neural Network (DNN) inference on edge devices has resulted in an explosion of the number and types of hardware platforms to use. While the high-level pr…
A Flexible Framework for Parallel Multi-Dimensional DFTs
Doru Thom Popovici, Martin D. Schatz, Franz Franchetti +1
Multi-dimensional discrete Fourier transforms (DFT) are typically decomposed into multiple 1D transforms. Hence, parallel implementations of any multi-dimensional DFT focus on para…