A Unified Optimization Approach for Sparse Tensor Operations on GPUs

28 May 2017

Papers citing "A Unified Optimization Approach for Sparse Tensor Operations on GPUs"

7 / 7 papers shown

Title
A Programming Model for GPU Load Balancing Muhammad Osama Serban D. Porumbescu John Douglas Owens 51 8 0 12 Jan 2023
Efficient, Out-of-Memory Sparse MTTKRP on Massively Parallel Architectures A. Nguyen Ahmed E. Helal Fabio Checconi Jan Laukemann Jesmin Jahan Tithi Yongseok Soh Teresa M. Ranadive Fabrizio Petrini Jee W. Choi 18 8 0 29 Jan 2022
Extending Sparse Tensor Accelerators to Support Multiple Compression Formats Eric Qin Geonhwa Jeong William Won Sheng-Chun Kao Hyoukjun Kwon Sudarshan Srinivasan Dipankar Das G. Moon S. Rajamanickam T. Krishna 65 19 0 18 Mar 2021
ALTO: Adaptive Linearized Storage of Sparse Tensors Ahmed E. Helal Jan Laukemann Fabio Checconi Jesmin Jahan Tithi Teresa M. Ranadive Fabrizio Petrini Jeewhan Choi 30 21 0 20 Feb 2021
Load-Balanced Sparse MTTKRP on GPUs Israt Nisa Jiajia Li Aravind Sukumaran-Rajam R. Vuduc P. Sadayappan 46 47 0 06 Apr 2019
PASTA: A Parallel Sparse Tensor Algorithm Benchmark Suite Jiajia Li Yuchen Ma Xiaolong Wu Ang Li Kevin J. Barker 38 18 0 08 Feb 2019
Acceleration of tensor-product operations for high-order finite element methods K. Swirydowicz Noel Chalmers A. Karakus T. Warburton 76 64 0 02 Nov 2017