Marat Dukhan

Publication Activity (10 Years)

Years Active: 2012-2020
Publications (10 Years): 11

Top Topics

Code Generation

Machine Learning

Elementary Functions

Top Venues

IPDPS Workshops

Publications

Erich Elsen, Marat Dukhan, Trevor Gale, Karen Simonyan
Fast Sparse ConvNets. CVPR (2020)
Marat Dukhan
Indirect Deconvolution Algorithm. IPDPS Workshops (2020)
Marat Dukhan, Artsiom Ablavatski
Two-Pass Softmax Algorithm. IPDPS Workshops (2020)
Marat Dukhan, Artsiom Ablavatski
The Two-Pass Softmax Algorithm. CoRR (2020)
Erich Elsen, Marat Dukhan, Trevor Gale, Karen Simonyan
Fast Sparse ConvNets. CoRR (2019)
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)
Marat Dukhan
The Indirect Convolution Algorithm. CoRR (2019)
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)
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 (2018)
Marat Dukhan, Richard W. Vuduc, E. Jason Riedy
Wanted: Floating-Point Add Round-off Error instruction. CoRR (2016)
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) (2016)
Oded Green, Marat Dukhan, Richard W. Vuduc
Branch-Avoiding Graph Algorithms. SPAA (2015)
Marat Dukhan
PeachPy meets Opcodes: direct machine code generation from Python. PyHPC@SC (2015)
Jee W. Choi, Marat Dukhan, Xing Liu, Richard W. Vuduc
Algorithmic Time, Energy, and Power on Candidate HPC Compute Building Blocks. IPDPS (2014)
Oded Green, Marat Dukhan, Richard W. Vuduc
Branch-Avoiding Graph Algorithms. CoRR (2014)
Marat Dukhan, Richard W. Vuduc
Methods for High-Throughput Computation of Elementary Functions. PPAM (1) (2013)
Marat Dukhan
What a fast FPU means for algorithms: A story of vector elementary functions. Hot Chips Symposium (2013)
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)