The ELPA library: scalable parallel eigenvalue solutions for electronic structure theory and computational science A Marek, V Blum, R Johanni, V Havu, B Lang, T Auckenthaler, A Heinecke, ... Journal of Physics: Condensed Matter 26 (21), 213201, 2014 | 288 | 2014 |
A study of BFLOAT16 for deep learning training D Kalamkar, D Mudigere, N Mellempudi, D Das, K Banerjee, S Avancha, ... arXiv preprint arXiv:1905.12322, 2019 | 261 | 2019 |
Design and implementation of the linpack benchmark for single and multi-node systems based on intel® xeon phi coprocessor A Heinecke, K Vaidyanathan, M Smelyanskiy, A Kobotov, R Dubtsov, ... 2013 IEEE 27th International Symposium on Parallel and Distributed …, 2013 | 218 | 2013 |
LIBXSMM: accelerating small matrix multiplications by runtime code generation A Heinecke, G Henry, M Hutchinson, H Pabst SC'16: Proceedings of the International Conference for High Performance …, 2016 | 190 | 2016 |
Mixed precision training of convolutional neural networks using integer operations D Das, N Mellempudi, D Mudigere, D Kalamkar, S Avancha, K Banerjee, ... arXiv preprint arXiv:1802.00930, 2018 | 179 | 2018 |
Petascale high order dynamic rupture earthquake simulations on heterogeneous supercomputers A Heinecke, A Breuer, S Rettenberger, M Bader, AA Gabriel, C Pelties, ... SC'14: Proceedings of the International Conference for High Performance …, 2014 | 160 | 2014 |
ls1 mardyn: The Massively Parallel Molecular Dynamics Code for Large Systems C Niethammer, S Becker, M Bernreuther, M Buchholz, W Eckhardt, ... Journal of chemical theory and computation 10 (10), 4455-4464, 2014 | 151 | 2014 |
Anatomy of high-performance deep learning convolutions on simd architectures E Georganas, S Avancha, K Banerjee, D Kalamkar, G Henry, H Pabst, ... SC18: International Conference for High Performance Computing, Networking …, 2018 | 113 | 2018 |
591 TFLOPS multi-trillion particles simulation on SuperMUC W Eckhardt, A Heinecke, R Bader, M Brehm, N Hammer, H Huber, ... Supercomputing: 28th International Supercomputing Conference, ISC 2013 …, 2013 | 103 | 2013 |
From gpgpu to many-core: Nvidia fermi and intel many integrated core architecture A Heinecke, M Klemm, HJ Bungartz Computing in Science & Engineering 14 (2), 78-83, 2012 | 88 | 2012 |
Sustained petascale performance of seismic simulations with SeisSol on SuperMUC A Breuer, A Heinecke, S Rettenberger, M Bader, AA Gabriel, C Pelties Supercomputing: 29th International Conference, ISC 2014, Leipzig, Germany …, 2014 | 85 | 2014 |
Distgnn: Scalable distributed training for large-scale graph neural networks V Md, S Misra, G Ma, R Mohanty, E Georganas, A Heinecke, D Kalamkar, ... Proceedings of the International Conference for High Performance Computing …, 2021 | 80 | 2021 |
Efficient shared-memory implementation of high-performance conjugate gradient benchmark and its application to unstructured matrices J Park, M Smelyanskiy, K Vaidyanathan, A Heinecke, DD Kalamkar, X Liu, ... SC'14: Proceedings of the International Conference for High Performance …, 2014 | 64 | 2014 |
Leveraging the bfloat16 artificial intelligence datatype for higher-precision computations G Henry, PTP Tang, A Heinecke 2019 IEEE 26th Symposium on Computer Arithmetic (ARITH), 69-76, 2019 | 62 | 2019 |
Performance optimizations for scalable implicit RANS calculations with SU2 TD Economon, D Mudigere, G Bansal, A Heinecke, F Palacios, J Park, ... Computers & Fluids 129, 146-158, 2016 | 58 | 2016 |
Petascale local time stepping for the ADER-DG finite element method A Breuer, A Heinecke, M Bader 2016 IEEE international parallel and distributed processing symposium (IPDPS …, 2016 | 48 | 2016 |
FP8 formats for deep learning P Micikevicius, D Stosic, N Burgess, M Cornea, P Dubey, R Grisenthwaite, ... arXiv preprint arXiv:2209.05433, 2022 | 47 | 2022 |
Parallel matrix multiplication based on space-filling curves on shared memory multicore platforms A Heinecke, M Bader Proceedings of the 2008 workshop on Memory access on future processors: a …, 2008 | 44 | 2008 |
High order seismic simulations on the Intel Xeon Phi processor (Knights Landing) A Heinecke, A Breuer, M Bader, P Dubey International Conference on High Performance Computing, 343-362, 2016 | 41 | 2016 |
Option pricing with a direct adaptive sparse grid approach HJ Bungartz, A Heinecke, D Pflüger, S Schraufstetter Journal of Computational and Applied Mathematics 236 (15), 3741-3750, 2012 | 41 | 2012 |