Enabling Massive Deep Neural Networks with the GraphBLAS

Enabling Massive Deep Neural Networks with the GraphBLAS

9 August 2017

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Papers citing "Enabling Massive Deep Neural Networks with the GraphBLAS"

18 / 18 papers shown

Title
Hypersparse Network Flow Analysis of Packets with GraphBLAS Tyler H. Trigg C. Meiners Sandeep Pisharody Hayden Jananthan Michael Jones ... Antonio Rosa S. Samsi Douglas Stetson Charles Yee J. Kepner 61 5 0 13 Sep 2022
GraphBLAS on the Edge: Anonymized High Performance Streaming of Network Traffic Michael Jones J. Kepner Daniel Andersen A. Buluç Chansup Byun ... S. Samsi Jon Sreekanth Douglas Stetson Charles Yee Peter Michaleas 67 11 0 25 Mar 2022
Mathematics of Digital Hyperspace J. Kepner Tim Davis V. Gadepally Hayden Jananthan Lauren Milechin 23 0 0 28 Mar 2021
Truly Sparse Neural Networks at Scale Selima Curci Decebal Constantin Mocanu Mykola Pechenizkiy 143 22 0 02 Feb 2021
Exploiting Weight Redundancy in CNNs: Beyond Pruning and Quantization Yuan Wen David Gregg MQ 61 3 0 22 Jun 2020
Fast Mapping onto Census Blocks J. Kepner Andreas Kipf D. Engwirda Navin Vembar Michael Jones ... Albert Reuther Navin Vembar Sid Samsi Charles Yee Peter Michaleas 58 6 0 06 May 2020
GraphChallenge.org Sparse Deep Neural Network Performance J. Kepner Simon Alford V. Gadepally Michael Jones Lauren Milechin Albert Reuther Ryan A. Robinett S. Samsi GNN 55 12 0 25 Mar 2020
GraphChallenge.org Triangle Counting Performance S. Samsi J. Kepner V. Gadepally M. Hurley Michael Jones ... Albert Reuther S. Smith William S. Song Diane Staheli P. Monticciolo 53 14 0 18 Mar 2020
Sparse Deep Neural Network Graph Challenge J. Kepner Simon Alford V. Gadepally Michael Jones Lauren Milechin Ryan A. Robinett S. Samsi GNN 66 49 0 02 Sep 2019
Streaming 1.9 Billion Hypersparse Network Updates per Second with D4M J. Kepner V. Gadepally Lauren Milechin S. Samsi William Arcand ... J. Mullen Andrew Prout Antonio Rosa Charles Yee Albert Reuther 54 15 0 06 Jul 2019
RadiX-Net: Structured Sparse Matrices for Deep Neural Networks Ryan A. Robinett J. Kepner 63 40 0 30 Apr 2019
Training Behavior of Sparse Neural Network Topologies Simon Alford Ryan A. Robinett Lauren Milechin J. Kepner 56 17 0 30 Sep 2018
Uncertainty Propagation in Deep Neural Networks Using Extended Kalman Filtering Jessica S. Titensky Hayden Jananthan J. Kepner 22 19 0 17 Sep 2018
Neural Network Topologies for Sparse Training Ryan A. Robinett J. Kepner 39 7 0 14 Sep 2018
TabulaROSA: Tabular Operating System Architecture for Massively Parallel Heterogeneous Compute Engines J. Kepner R. Brightwell Alan Edelman V. Gadepally Hayden Jananthan ... Hamed Okhravi K. Pedretti Albert Reuther Thomas Sterling Michael Stonebraker LMTD 42 8 0 14 Jul 2018
Sparse Deep Neural Network Exact Solutions J. Kepner V. Gadepally Hayden Jananthan Lauren Milechin S. Samsi 113 14 0 06 Jul 2018
GraphChallenge.org: Raising the Bar on Graph Analytic Performance S. Samsi V. Gadepally M. Hurley Michael Jones E. Kao ... Albert Reuther S. Smith William S. Song Diane Staheli J. Kepner 76 29 0 23 May 2018
Design, Generation, and Validation of Extreme Scale Power-Law Graphs J. Kepner S. Samsi William Arcand David Bestor Bill Bergeron ... Andrew Prout Antonio Rosa Geoffrey Sanders Charles Yee Albert Reuther 66 16 0 04 Mar 2018