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 532 public results since 15 June 2023 with the latest data as of 22 March 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 - 4 Benchmark Results |
2 x Intel Xeon E5-2696 v4 - ASUS Z10PE-D8 WS - Intel Xeon E7 v4 Ubuntu 22.04 - 6.5.0-25-generic - X Server 1.21.1.4 |
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1 System - 8 Benchmark Results |
ARMv8 Cortex-A72 - Raspberry Pi 4 Model B Rev 1.4 - Broadcom BCM2711 Debian 12 - 6.1.0-rpi7-rpi-v8 - X Server |
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1 System - 1 Benchmark Result |
2 x Intel Xeon E5-2696 v4 - ASUS Z10PE-D8 WS - Intel Xeon E7 v4 Ubuntu 22.04 - 6.5.0-21-generic - X Server 1.21.1.4 |
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1 System - 1 Benchmark Result |
2 x Intel Xeon E5-2696 v4 - ASUS Z10PE-D8 WS - Intel Xeon E7 v4 Ubuntu 22.04 - 6.5.0-21-generic - X Server 1.21.1.4 |
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4 Systems - 125 Benchmark Results |
2 x INTEL XEON PLATINUM 8592+ - Quanta Cloud QuantaGrid D54Q-2U S6Q-MB-MPS - Intel Device 1bce Fedora Linux 39 - 6.7.6-200.fc39.x86_64 - GCC 13.2.1 20231205 |
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3 Systems - 125 Benchmark Results |
2 x INTEL XEON PLATINUM 8592+ - Quanta Cloud QuantaGrid D54Q-2U S6Q-MB-MPS - Intel Device 1bce Ubuntu 23.10 - 6.5.0-17-generic - GCC 13.2.0 |
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2 Systems - 390 Benchmark Results |
ARMv8 Cortex-A76 - BCM2835 Raspberry Pi 5 Model B Rev 1.0 - 8GB Ubuntu 23.10 - 6.5.0-1011-raspi - GNOME Shell 45.2 |
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1 System - 1 Benchmark Result |
2 x Intel Xeon E5-2699 v4 - Supermicro X10DRL-i v1.01 - Intel Xeon E7 v4 Ubuntu 22.04 - 6.5.0-21-generic - X Server 1.21.1.4 |
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6 Systems - 10 Benchmark Results |
ARMv8 Neoverse-V2 - Quanta Cloud QuantaGrid S74G-2U 1S7GZ9Z0000 S7G MB - 1 x 480GB DRAM-6400MT Ubuntu 22.04 - 6.5.0-1007-NVIDIA-64k - NVIDIA |
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1 System - 426 Benchmark Results |
4 x Intel Xeon E5-2650 v4 - Intel 440BX - Intel 440BX Ubuntu 22.04 - 5.15.0-97-generic - 1.3.255 |
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1 System - 2 Benchmark Results |
ARMv8 - Supermicro G1SMH v1.03 - 480GB Ubuntu 22.04 - 6.5.0-18-generic - 1.3.255 |
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1 System - 125 Benchmark Results |
2 x INTEL XEON PLATINUM 8592+ - Quanta Cloud QuantaGrid D54Q-2U S6Q-MB-MPS - Intel Device 1bce Ubuntu 23.10 - 6.5.0-17-generic - GCC 13.2.0 |
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1 System - 484 Benchmark Results |
2 x QEMU Virtual 2.5+ - QEMU Standard PC - Intel 82G33 Ubuntu 22.04 - 5.15.0-94-generic - 1.3.255 |
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1 System - 484 Benchmark Results |
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5 Systems - 587 Benchmark Results
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Intel Core i3-14100 - ASUS PRIME Z790-P WIFI - Intel Device 7a27 Ubuntu 23.10 - 6.7.3-060703-generic - GNOME Shell 45.2 |
12 Systems - 69 Benchmark Results |
2 x AMD EPYC 9554 64-Core - AMD Titanite_4G - AMD Device 14a4 Ubuntu 23.04 - 6.2.0-23-generic - GNOME Shell 44.0 |
Featured Processor Comparison |
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 |
10 Systems - 272 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 |
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 |
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 - 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 |
8 Systems - 95 Benchmark Results |
2 x AMD EPYC 9V33X 96-Core - Microsoft Virtual Machine - 1 GB + 59 GB + 116 GB + 176 GB + 176 GB + 176 GB AlmaLinux 8.8 - 4.18.0-425.3.1.el8.x86_64 - GCC 8.5.0 20210514 + 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 |
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 |
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 |
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 - 127 Benchmark Results |
AMD EPYC 9684X 96-Core - AMD Titanite_4G - AMD Device 14a4 Ubuntu 22.04 - 5.19.0-41-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 - 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 |
2 Systems - 108 Benchmark Results |
AMD EPYC 9684X 96-Core - AMD Titanite_4G - AMD Device 14a4 Ubuntu 22.04 - 5.19.0-41-generic - GNOME Shell 42.5 |