HPCG - November 2017

The High Performance Conjugate Gradients (HPCG) Benchmark project is an effort to create a new metric for ranking HPC systems. HPCG is intended as a complement to the High Performance LINPACK (HPL) benchmark, currently used to rank the TOP500 computing systems. The computational and data access patterns of HPL are still representative of some important scalable applications, but not all. HPCG is designed to exercise computational and data access patterns that more closely match a different and broad set of important applications, and to give incentive to computer system designers to invest in capabilities that will have impact on the collective performance of these applications.

HPCG is a complete, stand-alone code that measures the performance of basic operations in a unified code:

  • Sparse matrix-vector multiplication.
  • Vector updates.
  • Global dot products.
  • Local symmetric Gauss-Seidel smoother.
  • Sparse triangular solve (as part of the Gauss-Seidel smoother).
  • Driven by multigrid preconditioned conjugate gradient algorithm that exercises the key kernels on a nested set of coarse grids.
  • Reference implementation is written in C++ with MPI and OpenMP support.

 

For more details, please visit the HPCG page.

HPCG List for November 2017

Rank TOP500 Rank System Cores Rmax (TFlop/s) HPCG (TFlop/s)
1 10 K computer, SPARC64 VIIIfx 2.0GHz, Tofu interconnect , Fujitsu
RIKEN Advanced Institute for Computational Science (AICS)
Japan
705,024 10,510.0 602.74
2 2 Tianhe-2A - TH-IVB-FEP Cluster, Intel Xeon E5-2692 12C 2.200GHz, TH Express-2, Intel Xeon Phi 31S1P , NUDT
National Super Computer Center in Guangzhou
China
3,120,000 33,862.7 580.11
3 7 Trinity - Cray XC40, Intel Xeon Phi 7250 68C 1.4GHz, Aries interconnect , Cray Inc.
DOE/NNSA/LANL/SNL
United States
979,968 14,137.3 546.12
4 3 Piz Daint - Cray XC50, Xeon E5-2690v3 12C 2.6GHz, Aries interconnect , NVIDIA Tesla P100 , Cray Inc.
Swiss National Supercomputing Centre (CSCS)
Switzerland
361,760 19,590.0 486.40
5 1 Sunway TaihuLight - Sunway MPP, Sunway SW26010 260C 1.45GHz, Sunway , NRCPC
National Supercomputing Center in Wuxi
China
10,649,600 93,014.6 480.85
6 9 Oakforest-PACS - PRIMERGY CX1640 M1, Intel Xeon Phi 7250 68C 1.4GHz, Intel Omni-Path , Fujitsu
Joint Center for Advanced High Performance Computing
Japan
556,104 13,554.6 385.48
7 8 Cori - Cray XC40, Intel Xeon Phi 7250 68C 1.4GHz, Aries interconnect , Cray Inc.
DOE/SC/LBNL/NERSC
United States
622,336 14,014.7 355.44
8 6 Sequoia - BlueGene/Q, Power BQC 16C 1.60 GHz, Custom , IBM
DOE/NNSA/LLNL
United States
1,572,864 17,173.2 330.37
9 5 Titan - Cray XK7, Opteron 6274 16C 2.200GHz, Cray Gemini interconnect, NVIDIA K20x , Cray Inc.
DOE/SC/Oak Ridge National Laboratory
United States
560,640 17,590.0 322.32
10 13 TSUBAME3.0 - SGI ICE XA, IP139-SXM2, Xeon E5-2680v4 14C 2.4GHz, Intel Omni-Path, NVIDIA Tesla P100 SXM2 , HPE
GSIC Center, Tokyo Institute of Technology
Japan
135,828 8,125.0 188.62
11 17 Pleiades - SGI ICE X, Intel Xeon E5-2670/E5-2680v2/E5-2680v3/E5-2680v4 2.6/2.8/2.5/2.4 GHz, Infiniband FDR , HPE
NASA/Ames Research Center/NAS
United States
241,108 5,951.6 175.18
12 11 Mira - BlueGene/Q, Power BQC 16C 1.60GHz, Custom , IBM
DOE/SC/Argonne National Laboratory
United States
786,432 8,586.6 167.05
13 21 Pangea - SGI ICE X, Xeon Xeon E5-2670/ E5-2680v3 12C 2.5GHz, Infiniband FDR , HPE
Total Exploration Production
France
220,800 5,283.1 162.69
14 19 Hazel Hen - Cray XC40, Xeon E5-2680v3 12C 2.5GHz, Aries interconnect , Cray Inc.
HLRS - Höchstleistungsrechenzentrum Stuttgart
Germany
185,088 5,640.2 138.00
15 16 MareNostrum - Lenovo SD530, Xeon Platinum 8160 24C 2.1GHz, Intel Omni-Path , Lenovo
Barcelona Supercomputing Center
Spain
153,216 6,470.8 122.24
16 20 Shaheen II - Cray XC40, Xeon E5-2698v3 16C 2.3GHz, Aries interconnect , Cray Inc.
King Abdullah University of Science and Technology
Saudi Arabia
196,608 5,537.0 113.87
17 38 SORA-MA - Fujitsu PRIMEHPC FX100, SPARC64 XIfx 32C 1.98GHz, Tofu interconnect 2 , Fujitsu
Japan Aerospace eXploration Agency
Japan
110,160 3,157.0 110.16
18 22 JUQUEEN - BlueGene/Q, Power BQC 16C 1.600GHz, Custom Interconnect , IBM
Forschungszentrum Juelich (FZJ)
Germany
458,752 5,008.9 95.48
19 24 Cheyenne - SGI ICE XA, Xeon E5-2697v4 18C 2.3GHz, Infiniband EDR , HPE
National Center for Atmospheric Research (NCAR)
United States
144,900 4,788.2 87.28
20 43 Fujitsu PRIMEHPC FX100, SPARC64 XIfx 32C 2.2GHz, Tofu interconnect 2 , Fujitsu
Information Technology Center, Nagoya University
Japan
92,160 2,910.0 86.53
21 44 SuperMUC - iDataPlex DX360M4, Xeon E5-2680 8C 2.70GHz, Infiniband FDR , IBM/Lenovo
Leibniz Rechenzentrum
Germany
147,456 2,897.0 83.30
22 25 Vulcan - BlueGene/Q, Power BQC 16C 1.600GHz, Custom Interconnect , IBM
DOE/NNSA/LLNL
United States
393,216 4,293.3 80.89
23 79 ARCHER - Cray XC30, Intel Xeon E5 v2 12C 2.700GHz, Aries interconnect , Cray Inc.
EPSRC/University of Edinburgh
United Kingdom
118,080 1,642.5 80.79
24 78 Edison - Cray XC30, Intel Xeon E5-2695v2 12C 2.4GHz, Aries interconnect , Cray Inc.
DOE/SC/LBNL/NERSC
United States
133,824 1,654.7 78.64
25 59 Plasma Simulator - Fujitsu PRIMEHPC FX100, SPARC64 XIfx 32C 1.98GHz, Tofu interconnect 2 , Fujitsu
National Institute for Fusion Science (NIFS)
Japan
82,944 2,376.0 73.21
26 48 TSUBAME 2.5 - Cluster Platform SL390s G7, Xeon X5670 6C 2.93GHz, Infiniband QDR, NVIDIA K20x , NEC/HPE
GSIC Center, Tokyo Institute of Technology
Japan
76,032 2,785.0 72.53
27 14 Marconi Intel Xeon Phi - CINECA Cluster, Lenovo SD530, Intel Xeon Phi 7250 68C 1.4GHz/Platinum 8160, Intel Omni-Path , Lenovo
CINECA
Italy
314,384 7,471.1 68.60
28 29 JURECA - T-Platforms V-Class/Dell C6320P, E5-2680v3/Phi 7250-F, EDR/Intel Omni-Path/ParTec ParaStation, Tesla K80/K40 , T-Platforms, Intel, Dell
Forschungszentrum Juelich (FZJ)
Germany
155,150 3,782.6 68.34
29 36 DGX Saturn V - NVIDIA DGX-1, Xeon E5-2698v4 20C 2.2GHz, Infiniband EDR, NVIDIA Tesla P100 , Nvidia
NVIDIA Corporation
United States
60,512 3,307.0 67.42
30 27 Cray XC40, Xeon E5-2695v4 18C 2.1GHz, Aries interconnect , Cray Inc.
ECMWF
United Kingdom
126,468 3,944.7 65.46
31 28 Cray XC40, Xeon E5-2695v4 18C 2.1GHz, Aries interconnect , Cray Inc.
ECMWF
United Kingdom
126,468 3,944.7 65.46
32 33 Electra - HPE SGI 8600, SGI ICE-X, Xeon E5-2680V4/Gold 6148 20C 2.4GHz, Infiniband EDR , HPE
NASA/Ames Research Center/NAS
United States
78,336 3,328.6 64.99
33 100 iDataPlex DX360M4, Intel Xeon E5-2680v2 10C 2.800GHz, Infiniband FDR , Lenovo/IBM
Max-Planck-Gesellschaft MPI/IPP
Germany
65,320 1,283.3 61.47
34 122 Inspur SA5212H5, Xeon E5-2682v4 16C 2.5GHz, NVIDIA Tesla P100, 25G Ethernet , Inspur
Internet Service A
China
12,800 1,171.0 56.50
35 123 Inspur SA5212H5, Xeon E5-2682v4 16C 2.5GHz, NVIDIA Tesla P100, 25G Ethernet , Inspur
Internet Service A
China
12,800 1,171.0 56.50
36 93 Curie thin nodes - Bullx B510, Xeon E5-2680 8C 2.700GHz, Infiniband QDR , Bull, Atos Group
CEA/TGCC-GENCI
France
77,184 1,359.0 50.99
37 37 HPC2 - iDataPlex DX360M4, Intel Xeon E5-2680v2 10C 2.8GHz, Infiniband FDR, NVIDIA K20x , IBM
Eni S.p.A.
Italy
72,000 3,188.0 48.90
38 54 occigen2 - bullx DLC 720, Xeon E5-2690v4 14C 2.6GHz, Infiniband FDR , Bull, Atos Group
Grand Equipement National de Calcul Intensif - Centre Informatique National de l'Enseignement Suprieur (GENCI-CINES)
France
85,824 2,494.7 45.47
39 42 Mistral - bullx DLC 720, Xeon E5-2680v3 12C 2.5GHz/E5-2695V4 18C 2.1Ghz, Infiniband FDR , Bull, Atos Group
DKRZ - Deutsches Klimarechenzentrum
Germany
99,072 3,010.7 44.11
40 77 Prometheus - HP Apollo 8000, Xeon E5-2680v3 12C 2.5GHz, Infiniband FDR, NVIDIA Tesla K40 , HPE
Cyfronet
Poland
55,728 1,670.1 39.94
41 64 Tianhe-2 LvLiang Solution - Tianhe-2 LvLiang, Intel Xeon E5-2692v2 12C 2.2GHz, TH Express-2, Intel Xeon Phi 31S1P , NUDT
LvLiang Cloud Computing Center
China
174,720 2,071.4 37.61
42 61 Prolix2 - bullx DLC 720, Xeon E5-2698v4 20C 2.2GHz, Infiniband FDR , Bull, Atos Group
Meteo France
France
72,000 2,168.0 35.35
43 62 Beaufix2 - bullx DLC 720, Xeon E5-2698v4 20C 2.2GHz, Infiniband FDR , Bull, Atos Group
Meteo France
France
73,440 2,157.4 35.35
44 68 Tera-1000-1 - bullx DLC 720, Xeon E5-2698v3 16C 2.3GHz, Infiniband FDR , Bull, Atos Group
Commissariat a l'Energie Atomique (CEA)
France
70,272 1,871.0 35.19
45 63 Lomonosov 2 - T-Platform A-Class Cluster, Xeon E5-2697v3 14C 2.6GHz, Infiniband FDR, Nvidia K40m , T-Platforms
Moscow State University - Research Computing Center
Russia
42,688 2,102.0 31.50
46 291 Reedbush-L - SGI Rackable C1102-GP8, Xeon E5-2695v4 18C 2.1GHz, Infiniband EDR, NVIDIA Tesla P100 NVLink , HPE
Information Technology Center, The University of Tokyo
Japan
16,640 805.6 23.42
47 97 Cobalt - bullx DLC 720, Xeon E5-2680v4 14C 2.4GHz, Infiniband EDR , Bull, Atos Group
Commissariat a l'Energie Atomique (CEA)/CCRT
France
38,528 1,299.5 23.22
48 313 XStream - Cray CS-Storm, Intel Xeon E5-2680v2 10C 2.8GHz, Infiniband FDR, Nvidia K80 , Cray Inc.
Stanford Research Computing Center
United States
14,820 781.3 23.02
49 319 Research Computation Facility for GOSAT-2 (RCF2) - SGI Rackable C1104-GP1, Xeon E5-2650v4 12C 2.2GHz, Infiniband EDR, NVIDIA Tesla P100 , NSSOL/HPE
National Institute for Environmental Studies
Japan
16,320 770.4 22.52
50 295 Reedbush-H - SGI Rackable C1102-GP8, Xeon E5-2695v4 18C 2.1GHz, Infiniband FDR, NVIDIA Tesla P100 SXM2 , HPE
Information Technology Center, The University of Tokyo
Japan
17,760 802.4 22.18
51 110 Graham - Huawei X6800 V3, Xeon E5-2683 v4 16C 2.1GHz, Infiniband EDR/FDR, NVIDIA Tesla P100 , Huawei Technologies Co., Ltd.
SHARCNET - University of Waterloo
Canada
51,200 1,228.0 21.59
52 143 Falcon - SGI ICE X, Xeon E5-2695v4 18C 2.1GHz, Infiniband FDR , HPE
Idaho National Laboratory
United States
34,884 1,087.6 19.68
53 142 Cartesius 2 - Bullx DLC B710/B720 Blades, Xeon E5-2695 v2 2.4GHz E5-2690v3 2.6GHz, Infiniband FDR , Bull, Atos Group
SURFsara
Netherlands
38,880 1,088.5 19.47
54 92 Sid - bullx DLC 720, Xeon E5-2695v4 18C 2.1GHz, Infiniband FDR , Bull, Atos Group
Atos
France
49,896 1,363.5 16.68
55 393 Thor - Cluster Platform 3000 BL460c Gen9, Xeon E5-2680v3 12C 2.5GHz, Infiniband FDR , HPE
US Air Force
United States
22,560 686.5 12.70
56 488 CLAIX (Phase I, 2016) - NEC HPC1812-Rg-2, Xeon E5-2650v4 12C 2.2GHz, Intel Omni-Path , NEC
Universitaet Aachen/RWTH - IT Center
Germany
18,816 558.4 12.20
57 86 Endeavor - Intel Cluster, Intel Xeon Gold 6148/Xeon Phi 7250F 68C 1.4GHz, Intel Omni-Path , Intel
Intel
United States
45,680 1,463.0 11.16
58 407 Cluster Platform DL380, Xeon E5-2673v3 12C 2.4GHz, 10G Ethernet , HPE
Software Company (M)
Netherlands
26,400 663.1 10.80
59 406 Cluster Platform DL380, Xeon E5-2673v3 12C 2.4GHz, 10G Ethernet , HPE
Software Company (M)
United States
26,400 663.1 10.80
60 463 HPE SGI 8600, Xeon Gold 6148 20C 2.4GHz, Infiniband EDR , HPE
HPE
United States
11,520 590.5 10.40
61 172 EAGLE - Huawei E9000 Blade Server, Xeon E5-2697v3 14C 2.6GHz, 56G Infiniband FDR , Huawei Technologies Co., Ltd.
PCSS Poznan
Poland
32,984 1,013.7 8.50
62 352 Earth System Numerical Simulator - Sugon Cluster TC4600E, Xeon E5-2680v3 12C 2.5GHz, Infiniband FDR , Sugon
LASG/Institute of Atmospheric Physics, CAS
China
24,912 738.0 6.27
63 396 GALILEO - IBM NeXtScale nx360M4, Xeon E5-2630v3 8C 2.4GHz, Infiniband QDR, Intel Xeon Phi 7120P , IBM/Lenovo
CINECA
Italy
50,232 684.3 4.60
64 227 Lomonosov - T-Platforms T-Blade2/1.1, Xeon X5570/X5670/E5630 2.93/2.53 GHz, Nvidia 2070 GPU, PowerXCell 8i Infiniband QDR , T-Platforms
Moscow State University - Research Computing Center
Russia
78,660 901.9 1.74