Deinsum: Practically I/O Optimal Multilinear Algebra

Deinsum: Practically I/O Optimal Multilinear Algebra

16 June 2022

Grzegorz Kwa'sniewski

Torsten Hoefler

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Papers citing "Deinsum: Practically I/O Optimal Multilinear Algebra"

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Title
On the Parallel I/O Optimality of Linear Algebra Kernels: Near-Optimal Matrix Factorizations Grzegorz Kwa'sniewski Marko Kabić Tal Ben-Nun A. Ziogas Jens Eirik Saethre ... Timo Schneider Maciej Besta Anton Kozhevnikov J. VandeVondele Torsten Hoefler 63 15 0 20 Aug 2021
Productivity, Portability, Performance: Data-Centric Python Yiheng Wang Yao Zhang Yanzhang Wang Yan Wan Jiao Wang Zhongyuan Wu Yuhao Yang Bowen She 122 97 0 01 Jul 2021
HASCO: Towards Agile HArdware and Software CO-design for Tensor Computation Qingcheng Xiao Wenlei Bao Bingzhe Wu Pengcheng Xu Xuehai Qian Yun Liang 101 68 0 04 May 2021
Array Programming with NumPy Charles R. Harris K. Millman S. Walt R. Gommers Pauli Virtanen ... Tyler Reddy Warren Weckesser Hameer Abbasi C. Gohlke T. Oliphant 156 14,986 0 18 Jun 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 520 42,559 0 03 Dec 2019
Red-blue pebbling revisited: near optimal parallel matrix-matrix multiplication Grzegorz Kwa'sniewski Marko Kabić Maciej Besta J. VandeVondele R. Solcà Torsten Hoefler LRM 50 93 0 26 Aug 2019
Stateful Dataflow Multigraphs: A Data-Centric Model for Performance Portability on Heterogeneous Architectures Tal Ben-Nun Johannes de Fine Licht A. Ziogas Timo Schneider Torsten Hoefler 84 103 0 27 Feb 2019
Communication-avoiding Cholesky-QR2 for rectangular matrices Edward Hutter Edgar Solomonik 34 8 0 23 Oct 2017
Communication Lower Bounds for Matricized Tensor Times Khatri-Rao Product Grey Ballard Nicholas Knight Kathryn Rouse 47 31 0 24 Aug 2017
On Optimizing Distributed Tucker Decomposition for Dense Tensors Venkatesan T. Chakaravarthy Jee W. Choi Douglas J. Joseph Xing Liu Prakash Murali Yogish Sabharwal D. Sreedhar 41 30 0 18 Jul 2017
HPTT: A High-Performance Tensor Transposition C++ Library P. Springer Tong Su Paolo Bientinesi 39 50 0 14 Apr 2017
Communication-Optimal Parallel Algorithm for Strassen's Matrix Multiplication Grey Ballard J. Demmel Olga Holtz Benjamin Lipshitz O. Schwartz 69 137 0 14 Feb 2012