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ORCIDMarat Dukhan
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2020 – today
- 2021
[b1]Marat Dukhan:
Performance Primitives for Artificial Neural Networks. Georgia Institute of Technology, Atlanta, GA, USA, 2021- 2020
- [c11]Erich Elsen, Marat Dukhan, Trevor Gale, Karen Simonyan:
Fast Sparse ConvNets. CVPR 2020: 14617-14626 - [c10]Marat Dukhan, Artsiom Ablavatski:
Two-Pass Softmax Algorithm. IPDPS Workshops 2020: 386-395 - [c9]Marat Dukhan:
Indirect Deconvolution Algorithm. IPDPS Workshops 2020: 922-926 - [i6]Marat Dukhan, Artsiom Ablavatski:
The Two-Pass Softmax Algorithm. CoRR abs/2001.04438 (2020)
2010 – 2019
- 2019
- [c8]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:
ChamNet: Towards Efficient Network Design Through Platform-Aware Model Adaptation. CVPR 2019: 11398-11407 - [c7]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:
Machine Learning at Facebook: Understanding Inference at the Edge. HPCA 2019: 331-344 - [i5]Marat Dukhan:
The Indirect Convolution Algorithm. CoRR abs/1907.02129 (2019) - [i4]Erich Elsen, Marat Dukhan, Trevor Gale, Karen Simonyan:
Fast Sparse ConvNets. CoRR abs/1911.09723 (2019) - 2018
- [i3]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:
ChamNet: Towards Efficient Network Design through Platform-Aware Model Adaptation. CoRR abs/1812.08934 (2018) - 2016
- [j1]Edmond Chow, Xing Liu, Sanchit Misra, Marat Dukhan, Mikhail Smelyanskiy, Jeff R. Hammond, Yunfei Du, Xiangke Liao, Pradeep Dubey:
Scaling up Hartree-Fock calculations on Tianhe-2. Int. J. High Perform. Comput. Appl. 30(1): 85-102 (2016) - [i2]Marat Dukhan, Richard W. Vuduc, E. Jason Riedy:
Wanted: Floating-Point Add Round-off Error instruction. CoRR abs/1603.00491 (2016) - 2015
- [c6]Marat Dukhan:
PeachPy meets Opcodes: direct machine code generation from Python. PyHPC@SC 2015: 3:1-3:6 - [c5]Oded Green, Marat Dukhan, Richard W. Vuduc
:
Branch-Avoiding Graph Algorithms. SPAA 2015: 212-223 - 2014
- [c4]Jee W. Choi, Marat Dukhan, Xing Liu, Richard W. Vuduc:
Algorithmic Time, Energy, and Power on Candidate HPC Compute Building Blocks. IPDPS 2014: 447-457 - [i1]Oded Green, Marat Dukhan, Richard W. Vuduc:
Branch-Avoiding Graph Algorithms. CoRR abs/1411.1460 (2014) - 2013
- [c3]Marat Dukhan:
What a fast FPU means for algorithms: A story of vector elementary functions. Hot Chips Symposium 2013: 1 - [c2]Marat Dukhan, Richard W. Vuduc:
Methods for High-Throughput Computation of Elementary Functions. PPAM (1) 2013: 86-95 - 2012
- [c1]William B. March, Kenneth Czechowski, Marat Dukhan, Thomas Benson, Dongryeol Lee, Andrew J. Connolly, Richard W. Vuduc, Edmond Chow, Alexander G. Gray:
Optimizing the computation of n-point correlations on large-scale astronomical data. SC 2012: 74
Coauthor Index
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