Libxsmm is an open-source library for specialized dense and sparse matrix operations and deep learning primitives. Libxsmm supports making use of Intel AMX, AVX-512, and other modern CPU instruction set capabilities.
To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark libxsmm.
OpenBenchmarking.org metrics for this test profile configuration based on 686 public results since 21 June 2023 with the latest data as of 30 September 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 (libxsmm 2-1.17-3645 - M N K: 64) has an average run-time of 3 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 0.3%.
Yes, based on the automated analysis of the collected public benchmark data, this test / test settings does generally scale well with increasing CPU core counts. Data based on publicly available results for this test / test settings, separated by vendor, result divided by the reference CPU clock speed, grouped by matching physical CPU core count, and normalized against the smallest core count tested from each vendor for each CPU having a sufficient number of test samples and statistically significant data.
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 - 1043 Benchmark Results |
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1 System - 4 Benchmark Results
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AMD Ryzen 9 5950X 16-Core - Gigabyte B550 AORUS PRO - AMD Starship NobaraLinux 40 - 6.10.6-200.fsync.fc40.x86_64 - KDE Plasma 6.1.3
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Featured Processor Comparison
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2 Systems - 413 Benchmark Results
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AMD Ryzen 7 4700U - LENOVO IdeaPad 5 14ARE05 LNVNB161216 - AMD Renoir Ubuntu 24.04 - 6.10.0-phx - GNOME Shell 46.0
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1 System - 1002 Benchmark Results
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1 System - 275 Benchmark Results
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Intel Core i5-12500 - ASUS PRIME Z690M-HZ - Intel Alder Lake-S PCH Debian 12 - 6.1.0-21-amd64 - GCC 12.2.0
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1 System - 999 Benchmark Results
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2 Systems - 1012 Benchmark Results
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1 System - 1012 Benchmark Results
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1 System - 236 Benchmark Results
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AMD Ryzen 9 7900 12-Core - ASRockRack 1U4LW-B650/2L2T B650D4U-2L2T/BCM - AMD Device 14d8 Ubuntu 24.04 - 6.8.0-31-generic - GNOME Shell 46.0
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1 System - 211 Benchmark Results
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ARMv8 Neoverse-V2 - Amazon EC2 r8g.4xlarge - Amazon Device 0200 Amazon Linux 2023.4.20240401 - 6.1.82-99.168.amzn2023.aarch64 - GCC 11.4.1 20230605
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1 System - 208 Benchmark Results
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ARMv8 Neoverse-V2 - Amazon EC2 r8g.4xlarge - Amazon Device 0200 Amazon Linux 2023.4.20240401 - 6.1.82-99.168.amzn2023.aarch64 - GCC 11.4.1 20230605
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1 System - 192 Benchmark Results
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ARMv8 Neoverse-V2 - Amazon EC2 r8g.4xlarge - Amazon Device 0200 Amazon Linux 2023.4.20240401 - 6.1.82-99.168.amzn2023.aarch64 - GCC 11.4.1 20230605
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1 System - 214 Benchmark Results
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ARMv8 Neoverse-N1 - Amazon EC2 r6g.4xlarge - Amazon Device 0200 Amazon Linux 2023.4.20240401 - 6.1.82-99.168.amzn2023.aarch64 - GCC 11.4.1 20230605
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1 System - 211 Benchmark Results
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ARMv8 Neoverse-N1 - Amazon EC2 r6g.4xlarge - Amazon Device 0200 Amazon Linux 2023.4.20240401 - 6.1.82-99.168.amzn2023.aarch64 - GCC 11.4.1 20230605 |
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 |
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3 Systems - 413 Benchmark Results |
Intel Core Ultra 7 155H - MTL Swift SFG14-72T Coral_MTH - Intel Device 7e7f Ubuntu 24.04 - 6.10.0-061000rc4daily20240621-generic - GNOME Shell 46.0 |
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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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3 Systems - 273 Benchmark Results |
AMD Ryzen 7 7840U - PHX Ray_PEU - AMD Device 14e8 Ubuntu 23.04 - 6.2.0-24-generic - KDE Plasma 5.27.4 |
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18 Systems - 442 Benchmark Results |
Intel Core i3-14100 - ASUS PRIME Z790-P WIFI - Intel Raptor Lake-S PCH Ubuntu 24.04 - 6.10.0-061000rc2-generic - GNOME Shell 46.0 |
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Featured Processor Comparison |
AMD Ryzen 5 5500 - ASUS ROG CROSSHAIR VIII HERO - AMD Renoir Ubuntu 22.04 - 5.19.0-46-generic - GNOME Shell 42.5 |
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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 |
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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 |
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2 Systems - 234 Benchmark Results |
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5 Systems - 89 Benchmark Results
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2 x AMD EPYC 9184X 16-Core - AMD Titanite_4G - AMD Device 14a4 Ubuntu 22.04 - 5.15.0-47-generic - GNOME Shell 42.4
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3 Systems - 120 Benchmark Results
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ARMv8 Neoverse-N1 - Amazon EC2 c6g.16xlarge - Amazon Device 0200 Ubuntu 22.04 - 5.19.0-1025-aws - 1.3.238
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Featured Compiler Comparison
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Intel Core i7-8565U - Dell 0KTW76 - Intel Cannon Point-LP Ubuntu 22.04 - 5.19.0-rc6-phx-retbleed - GNOME Shell 42.2
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2 Systems - 120 Benchmark Results
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AMD EPYC 7B13 - Google Compute Engine t2d-standard-60 - Intel 440FX 82441FX PMC Ubuntu 22.04 - 6.2.0-1014-gcp - 1.3.238
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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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4 Systems - 120 Benchmark Results
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AMD EPYC 9R14 - Amazon EC2 m7a.16xlarge - Intel 440FX 82441FX PMC Ubuntu 22.04 - 5.19.0-1025-aws - 1.3.238 |