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 643 public results since 15 June 2023 with the latest data as of 17 October 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.
3 Systems - 27 Benchmark Results |
ARMv8 Neoverse-V2 - Pegatron JIMBO P4352 - 1 x 480GB LPDDR5-6400MT Ubuntu 24.04 - 6.8.0-45-generic-64k - NVIDIA |
1 System - 41 Benchmark Results |
Intel Xeon 6980P - Intel BIRCHSTREAM - Intel Ice Lake IEH Ubuntu 24.04 - 6.8.0-22-generic - GCC 13.2.0 |
1 System - 336 Benchmark Results |
AmpereOne - Supermicro ARS-211M-NR R13SPD v1.02 - Ampere Computing LLC Device e208 Ubuntu 24.04 - 6.8.0-39-generic-64k - GCC 13.2.0 |
1 System - 8 Benchmark Results |
2 x AMD EPYC 9534 64-Core - Supermicro AS-1125HS-TNR H13DSH v1.10 - AMD Device 14a4 Ubuntu 22.04 - 6.8.0-40-generic - GNOME Shell 42.9 |
1 System - 102 Benchmark Results |
AMD Ryzen 9 9950X 16-Core - ASUS ROG STRIX X670E-E GAMING WIFI - AMD Device 14d8 Ubuntu 24.04 - 6.10.0-phx - GNOME Shell 46.0 |
1 System - 50 Benchmark Results |
AmpereOne - QEMU KVM Virtual Machine - Red Hat QEMU PCIe Oracle Linux Server 9.4 - 5.15.0-207.156.6.el9uek.aarch64 - GCC 11.4.1 20231218 |
Featured Kernel Comparison |
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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 Neoverse-V2 - Amazon EC2 r8g.metal-24xl - 12 x 64GB DDR5-5600MT 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 |
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 |
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 |
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3 Systems - 273 Benchmark Results |
Intel Core i7-1280P - MSI MS-14C6 - Intel Alder Lake PCH Ubuntu 23.04 - 6.2.0-23-generic - GNOME Shell 44.2 |
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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 |
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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 |
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2 Systems - 234 Benchmark Results |
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Featured Processor Comparison
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AMD Ryzen 7 5800X3D 8-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 22.04 - 5.19.0-46-generic - GNOME Shell 42.5
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8 Systems - 271 Benchmark Results
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AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 22.04 - 5.19.0-46-generic - GNOME Shell 42.5
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2 Systems - 234 Benchmark Results
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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
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2 Systems - 115 Benchmark Results
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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
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3 Systems - 153 Benchmark Results
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AMD Ryzen 5 5500U - NB01 NL5xNU - AMD Renoir Tuxedo 22.04 - 6.0.0-1010-oem - KDE Plasma 5.26.5
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2 Systems - 115 Benchmark Results
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Intel Core i7-1185G7 - Dell 0DXP1F - Intel Tiger Lake-LP Ubuntu 22.04 - 5.19.0-40-generic - GNOME Shell 42.2
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10 Systems - 272 Benchmark Results
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AMD Ryzen 7 5800X3D 8-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 22.04 - 5.19.0-46-generic - GNOME Shell 42.5
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7 Systems - 223 Benchmark Results
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Intel Core i7-1165G7 - Dell 0GG9PT - Intel Tiger Lake-LP Ubuntu 23.10 - 6.3.0-7-generic - GNOME Shell
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2 Systems - 234 Benchmark Results
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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
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Featured Processor Comparison
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Intel Core i5-14600K - ASUS PRIME Z790-P WIFI - Intel Device 7a27 Ubuntu 23.10 - 6.5.0-9-generic - GNOME Shell 45.0 |