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- Publications
- Influence
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima
- N. Keskar, D. Mudigere, J. Nocedal, M. Smelyanskiy, P. Tang
- Computer Science, Mathematics
- ICLR
- 15 September 2016
TLDR
Debunking the 100X GPU vs. CPU myth: an evaluation of throughput computing on CPU and GPU
TLDR
Efficient sparse matrix-vector multiplication on x86-based many-core processors
- X. Liu, M. Smelyanskiy, E. Chow, P. Dubey
- Computer Science
- ICS '13
- 10 June 2013
TLDR
qHiPSTER: The Quantum High Performance Software Testing Environment
- M. Smelyanskiy, Nicolas P. D. Sawaya, Alán Aspuru-Guzik
- Physics, Computer Science
- ArXiv
- 26 January 2016
TLDR
Convergence of Recognition, Mining, and Synthesis Workloads and Its Implications
- Y. Chen, J. Chhugani, +6 authors M. Smelyanskiy
- Computer Science
- Proceedings of the IEEE
- 15 April 2008
TLDR
Design and Implementation of the Linpack Benchmark for Single and Multi-node Systems Based on Intel® Xeon Phi Coprocessor
- A. Heinecke, K. Vaidyanathan, +6 authors P. Dubey
- Computer Science
- IEEE 27th International Symposium on Parallel and…
- 20 May 2013
TLDR
The Architectural Implications of Facebook's DNN-Based Personalized Recommendation
- Udit Gupta, X. Wang, +12 authors X. Zhang
- Computer Science
- IEEE International Symposium on High Performance…
- 6 June 2019
TLDR
Anatomy of High-Performance Many-Threaded Matrix Multiplication
- Tyler M. Smith, R. Geijn, M. Smelyanskiy, J. Hammond, F. V. Zee
- Computer Science
- IEEE 28th International Parallel and Distributed…
- 19 May 2014
TLDR
Sparsifying Synchronization for High-Performance Shared-Memory Sparse Triangular Solver
- Jongsoo Park, M. Smelyanskiy, N. Sundaram, P. Dubey
- Computer Science
- ISC
- 22 June 2014
TLDR
High Performance Parallel Stochastic Gradient Descent in Shared Memory
- S. Sallinen, Nadathur Satish, M. Smelyanskiy, Samantika Sury, C. Ré
- Computer Science
- IEEE International Parallel and Distributed…
- 23 May 2016
TLDR