Marat Dukhan

According to our database, Marat Dukhan authored at least 15 papers between 2012 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Performance Primitives for Artificial Neural Networks.

Marat Dukhan

PhD thesis, 2021

2020

Two-Pass Softmax Algorithm.

Marat Dukhan, Artsiom Ablavatski

Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

Indirect Deconvolution Algorithm.

Marat Dukhan

Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

Fast Sparse ConvNets.

Erich Elsen, Marat Dukhan, Trevor Gale, Karen Simonyan

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

The Indirect Convolution Algorithm.

Marat Dukhan

CoRR, 2019

Machine Learning at Facebook: Understanding Inference at the Edge.

Carole-Jean Wu, David Brooks, Kevin Chen, Douglas Chen, Sy Choudhury, Marat Dukhan, Kim M. Hazelwood, Eldad Isaac, Yangqing Jia, Bill Jia, Tommer Leyvand, Hao Lu, Yang Lu, Lin Qiao, Brandon Reagen, Joe Spisak, Fei Sun, Andrew Tulloch, Peter Vajda, Xiaodong Wang, Yanghan Wang, Bram Wasti, Yiming Wu, Ran Xian, Sungjoo Yoo, Peizhao Zhang

Proceedings of the 25th IEEE International Symposium on High Performance Computer Architecture, 2019

ChamNet: Towards Efficient Network Design Through Platform-Aware Model Adaptation.

Xiaoliang Dai, Peizhao Zhang, Bichen Wu, Hongxu Yin, Fei Sun, Yanghan Wang, Marat Dukhan, Yunqing Hu, Yiming Wu, Yangqing Jia, Peter Vajda, Matt Uyttendaele, Niraj K. Jha

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2016

Scaling up Hartree-Fock calculations on Tianhe-2.

Edmond Chow, Xing Liu, Sanchit Misra, Marat Dukhan, Mikhail Smelyanskiy, Jeff R. Hammond, Yunfei Du, Xiangke Liao, Pradeep Dubey

Int. J. High Perform. Comput. Appl., 2016

Wanted: Floating-Point Add Round-off Error instruction.

Marat Dukhan, Richard W. Vuduc, E. Jason Riedy

CoRR, 2016

2015

Branch-Avoiding Graph Algorithms.

Oded Green, Marat Dukhan, Richard W. Vuduc

Proceedings of the 27th ACM on Symposium on Parallelism in Algorithms and Architectures, 2015

PeachPy meets Opcodes: direct machine code generation from Python.

Marat Dukhan

Proceedings of the 5th Workshop on Python for High-Performance and Scientific Computing, 2015

2014

Algorithmic Time, Energy, and Power on Candidate HPC Compute Building Blocks.

Jee W. Choi, Marat Dukhan, Xing Liu, Richard W. Vuduc

Proceedings of the 2014 IEEE 28th International Parallel and Distributed Processing Symposium, 2014

2013

Methods for High-Throughput Computation of Elementary Functions.

Marat Dukhan, Richard W. Vuduc

Proceedings of the Parallel Processing and Applied Mathematics, 2013

What a fast FPU means for algorithms: A story of vector elementary functions.

Marat Dukhan

Proceedings of the 2013 IEEE Hot Chips 25 Symposium (HCS), 2013

2012

Optimizing the computation of n-point correlations on large-scale astronomical data.

William B. March, Kenneth Czechowski, Marat Dukhan, Thomas Benson, Dongryeol Lee, Andrew J. Connolly, Richard W. Vuduc, Edmond Chow, Alexander G. Gray

Proceedings of the SC Conference on High Performance Computing Networking, 2012