HPCG is the High Performance Conjugate Gradient and is a new scientific benchmark from Sandia National Lans focused for super-computer testing with modern real-world workloads compared to HPCC.
To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark hpcg.
OpenBenchmarking.org metrics for this test profile configuration based on 576 public results since 15 June 2023 with the latest data as of 24 July 2024.
Below is an overview of the generalized performance for components where there is sufficient statistically significant data based upon user-uploaded results. It is important to keep in mind particularly in the Linux/open-source space there can be vastly different OS configurations, with this overview intended to offer just general guidance as to the performance expectations.
Based on OpenBenchmarking.org data, the selected test / test configuration (High Performance Conjugate Gradient 3.1 - X Y Z: 104 104 104 - RT: 60) has an average run-time of 12 minutes. By default this test profile is set to run at least 3 times but may increase if the standard deviation exceeds pre-defined defaults or other calculations deem additional runs necessary for greater statistical accuracy of the result.
Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.2%.
This benchmark has been successfully tested on the below mentioned architectures. The CPU architectures listed is where successful OpenBenchmarking.org result uploads occurred, namely for helping to determine if a given test is compatible with various alternative CPU architectures.
1 System - 22 Benchmark Results |
ARMv8 - Phytium D3000 - 64GB Kylin v10 - 5.4.18-85-generic - X Server 1.20.8 |
2 Systems - 87 Benchmark Results |
ARMv8 Cortex-A72 - Amazon EC2 a1.metal - 32GB Ubuntu 24.04 - 6.8.0-1009-aws - GCC 13.2.0 |
1 System - 88 Benchmark Results |
ARMv8 Cortex-A72 - Amazon EC2 a1.metal - 32GB Ubuntu 24.04 - 6.8.0-1009-aws - GCC 13.2.0 |
73 Systems - 527 Benchmark Results |
2 x Intel Xeon E5-2680 v4 - Intel S2600CW - Intel Xeon E7 v4 Arch Linux - 6.9.7-arch1-1 - GCC 14.1.1 20240522 |
22 Systems - 263 Benchmark Results |
AMD EPYC 8534PN 64-Core - AMD Cinnabar - AMD Device 14a4 Ubuntu 24.04 - 6.9.0-060900rc3-generic - GCC 13.2.0 |
1 System - 27 Benchmark Results |
Intel Core i9-14900K - ASUS PRIME Z790-P WIFI - Intel Raptor Lake-S PCH Ubuntu 24.04 - 6.8.0-31-generic - GNOME Shell 46.0 |
1 System - 1 Benchmark Result |
2 x AMD EPYC 7551 32-Core - Supermicro Super Server H11DSi-NT v2.00 - AMD 17h Ubuntu 22.04 - 6.2.0-26-generic - GNOME Shell 42.9 |
1 System - 1 Benchmark Result |
AMD Ryzen 7 5700X 8-Core - Gigabyte B550M AORUS ELITE - AMD Starship Ubuntu 22.04 - 6.2.0-26-generic - GNOME Shell 42.9 |
1 System - 1 Benchmark Result |
2 x AMD EPYC 7551 32-Core - Supermicro Super Server H11DSi-NT v2.00 - AMD 17h Ubuntu 22.04 - 6.2.0-26-generic - GNOME Shell 42.9 |
1 System - 1 Benchmark Result |
2 x AMD EPYC 7551 32-Core - Supermicro Super Server H11DSi-NT v2.00 - AMD 17h Ubuntu 22.04 - 6.2.0-26-generic - GNOME Shell 42.9 |
1 System - 1 Benchmark Result |
2 x AMD EPYC 7551 32-Core - Supermicro Super Server H11DSi-NT v2.00 - AMD 17h Ubuntu 22.04 - 5.15.105-0515105-generic - X Server 1.21.1.4 |
1 System - 1 Benchmark Result |
2 x AMD EPYC 7551 32-Core - Supermicro H11DSi-NT v2.00 - AMD 17h Ubuntu 20.04 - 5.15.0-105-generic - X Server 1.20.13 |
1 System - 1 Benchmark Result |
2 x Intel Xeon E5-2696 v4 - ASUS Z10PE-D16 - Intel Xeon E7 v4 Ubuntu 20.04 - 5.15.0-102-generic - GNOME Shell 3.36.9 |
1 System - 1 Benchmark Result |
AMD Ryzen 7 2700X Eight-Core - Gigabyte B450 AORUS M - AMD 17h Pop 22.04 - 6.8.0-76060800daily20240311-generic - GNOME Shell 42.5 |
1 System - 1 Benchmark Result |
2 x AMD EPYC 7551 32-Core - Supermicro Super Server H11DSi-NT v2.00 - AMD 17h Ubuntu 22.04 - 6.5.0-26-generic - X Server 1.21.1.4 |
12 Systems - 69 Benchmark Results |
2 x AMD EPYC 9654 96-Core - AMD Titanite_4G - AMD Device 14a4 Ubuntu 23.04 - 6.2.0-23-generic - GNOME Shell 44.0 |
2 Systems - 244 Benchmark Results |
AMD Ryzen 9 7900X 12-Core - ASRockRack B650D4U-2L2T/BCM - AMD Device 14d8 Ubuntu 22.04 - 6.6.0-060600rc1daily20230913-generic - GNOME Shell 42.9 |
Featured Processor Comparison |
AMD Ryzen 9 5950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 22.04 - 5.19.0-46-generic - GNOME Shell 42.5 |
10 Systems - 272 Benchmark Results |
AMD Ryzen 5 5600G - ASUS ROG CROSSHAIR VIII HERO - AMD Renoir Ubuntu 22.04 - 5.19.0-46-generic - GNOME Shell 42.5 |
8 Systems - 271 Benchmark Results |
AMD Ryzen 5 5500 - ASUS ROG CROSSHAIR VIII HERO - AMD Renoir Ubuntu 22.04 - 5.19.0-46-generic - GNOME Shell 42.5 |
2 Systems - 115 Benchmark Results |
2 x Intel Xeon Platinum 8490H - Quanta Cloud S6Q-MB-MPS - Intel Device 1bce Ubuntu 22.04 - 5.15.0-47-generic - GNOME Shell 42.4 |
3 Systems - 153 Benchmark Results |
AMD Ryzen 5 5500U - NB01 NL5xNU - AMD Renoir Tuxedo 22.04 - 6.0.0-1010-oem - KDE Plasma 5.26.5 |
Featured Processor Comparison |
AMD Ryzen 9 7900X3D 12-Core - ASUS ROG STRIX X670E-E GAMING WIFI - AMD Device 14d8 Ubuntu 23.10 - 6.5.0-9-generic - GNOME Shell 45.0 |
2 Systems - 191 Benchmark Results |
AMD Ryzen Z1 Extreme - ASUS RC71L v1.0 - AMD Device 14e8 Ubuntu 23.04 - 6.4.0-060400rc6-generic - GNOME Shell 44.2 |
7 Systems - 223 Benchmark Results |
AMD Ryzen 7 PRO 6850U - LENOVO 21CM0001US - AMD 17h-19h PCIe Root Complex Ubuntu 23.10 - 6.3.0-7-generic - GNOME Shell |
8 Systems - 271 Benchmark Results |
AMD Ryzen 7 5800X 8-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 22.04 - 5.19.0-46-generic - GNOME Shell 42.5 |
2 Systems - 234 Benchmark Results |
AMD Ryzen Threadripper 3970X 32-Core - ASUS ROG ZENITH II EXTREME - AMD Starship Ubuntu 22.04 - 5.19.0-051900rc7-generic - GNOME Shell 42.2 |
2 Systems - 234 Benchmark Results |
AMD Ryzen Threadripper 3970X 32-Core - ASUS ROG ZENITH II EXTREME - AMD Starship Ubuntu 22.04 - 5.19.0-051900rc7-generic - GNOME Shell 42.2 |
8 Systems - 95 Benchmark Results |
2 x AMD EPYC 7V73X 64-Core - Microsoft Virtual Machine - 1 GB + 59 GB + 54 GB + 114 GB + 114 GB + 114 GB AlmaLinux 8.7 - 4.18.0-425.3.1.el8.x86_64 - GCC 13.1.0 + CUDA 12.1 |
2 Systems - 115 Benchmark Results |
Intel Core i7-1185G7 - Dell 0DXP1F - Intel Tiger Lake-LP Ubuntu 22.04 - 5.19.0-40-generic - GNOME Shell 42.2 |