libxsmm

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.

Project Site

libxsmm.readthedocs.io

Source Repository

github.com

Test Created

21 June 2023

Test Maintainer

Michael Larabel

Test Type

Processor

Average Install Time

52 Seconds

Average Run Time

8 Minutes, 10 Seconds

Test Dependencies

C/C++ Compiler Toolchain

Supported Platforms

* Uploading of benchmark result data to OpenBenchmarking.org is always optional (opt-in) via the Phoronix Test Suite for users wishing to share their results publicly.
** Data based on those opting to upload their test results to OpenBenchmarking.org and users enabling the opt-in anonymous statistics reporting while running benchmarks from an Internet-connected platform.
Data updated weekly as of 26 September 2023.

Revision History

pts/libxsmm-1.0.1 [View Source] Wed, 21 Jun 2023 18:35:34 GMT
Build fix.

pts/libxsmm-1.0.0 [View Source] Wed, 21 Jun 2023 18:22:05 GMT
Initial commit of libxsmm benchmark.

Performance Metrics

Analyze Test Configuration:

libxsmm 2-1.17-3645

M N K: 64

OpenBenchmarking.org metrics for this test profile configuration based on 365 public results since 21 June 2023 with the latest data as of 24 September 2023.

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.

Component

Percentile Rank

# Compatible Public Results

GFLOPS/s (Average)

2 x AMD EPYC 9684X 96-Core

100th

6103 ^{+/- 193}

2 x AMD EPYC 9654 96-Core

96th

2894 ^{+/- 276}

2 x AMD EPYC 9754 128-Core

95th

2832 ^{+/- 13}

2 x AMD EPYC 9554 64-Core

93rd

2669 ^{+/- 14}

2 x AMD EPYC 9384X 32-Core

91st

2600 ^{+/- 27}

2 x AMD EPYC 7773X 64-Core

90th

2529 ^{+/- 90}

2 x Intel Xeon Platinum 8490H

85th

1809 ^{+/- 31}

2 x AMD EPYC 9184X 16-Core

83rd

1490 ^{+/- 4}

AMD EPYC 9754 128-Core

80th

1461 ^{+/- 5}

AMD EPYC 9384X 32-Core

78th

1245 ^{+/- 2}

Mid-Tier

75th

< 1177

2 x Intel Xeon Platinum 8380

75th

1173 ^{+/- 47}

Intel Xeon Platinum 8471N

74th

959 ^{+/- 1}

Intel Xeon Gold 6421N

72nd

840 ^{+/- 8}

AMD Ryzen Threadripper 3970X 32-Core

66th

319

Intel Core i9-13900K

64th

287 ^{+/- 10}

AMD Ryzen Threadripper 3990X 64-Core

60th

235 ^{+/- 1}

AMD Ryzen 9 7950X 16-Core

60th

226 ^{+/- 18}

Intel Core i9-10980XE

59th

223

AMD Ryzen 9 7900X3D 12-Core

57th

219 ^{+/- 1}

AMD Ryzen 7 7800X3D 8-Core

57th

219 ^{+/- 9}

AMD Ryzen 9 7950X3D 16-Core

56th

218 ^{+/- 1}

AMD Ryzen 9 7900X 12-Core

52nd

215

AMD Ryzen 7 7700 8-Core

52nd

215

Median

50th

215

AMD Ryzen 7 7700X 8-Core

43rd

213

AMD Ryzen 9 7900 12-Core

43rd

211 ^{+/- 5}

AMD Ryzen 7 PRO 7840U

37th

200 ^{+/- 8}

AMD Ryzen 5 7600X 6-Core

36th

195 ^{+/- 1}

AMD Ryzen 7 7840U

31st

165 ^{+/- 4}

AMD Ryzen 9 5950X 16-Core

28th

149

Low-Tier

25th

< 142

AMD Ryzen 7 PRO 6850U

25th

142 ^{+/- 1}

AMD Ryzen 7 5800X 8-Core

23rd

140

Intel Core i7-1185G7

21st

138 ^{+/- 1}

Intel Core i7-1165G7

17th

135 ^{+/- 2}

AMD Ryzen 7 5800X3D 8-Core

17th

134 ^{+/- 13}

Intel Xeon E-2336

14th

110

Intel Xeon E-2388G

14th

110

AMD Ryzen 5 5500U

11th

104

AMD Ryzen 7 PRO 5850U

9th

7th

7th

5th

4th

88 ^{+/- 2}

AMD Ryzen 9 5900HX

2nd

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 4 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%.

Does It Scale Well With Increasing Cores?

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.

Tested CPU Architectures

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.

CPU Architecture

Kernel Identifier

Verified On

Intel / AMD x86 64-bit

x86_64

(Many Processors)

ARMv8 64-bit

aarch64

ARMv8 Neoverse-N1, ARMv8 Neoverse-V1

svc05_hpc_run_1_23-09-22 1 System - 543 Benchmark Results	AMD Ryzen Threadripper PRO 5995WX 64-Cores - ASRock WRX80 Creator - AMD Starship Ubuntu 22.04 - 6.2.0-33-generic - GNOME Shell 42.9
AMD Ryzen 7 PRO 7840U - Lenovo ThinkPad P14s Gen4 AMD - Ubuntu 23.10 4 Systems - 632 Benchmark Results
Linux Laptops Ubuntu 23.10 2 Systems - 498 Benchmark Results	AMD Ryzen 7 PRO 5850U - HP 8A78 - AMD Renoir Ubuntu 23.10 - 6.3.0-7-generic - GNOME Shell
Bergamo 1 System - 188 Benchmark Results	AMD EPYC 9754 128-Core - AMD Titanite_4G - AMD Device 14a4 Ubuntu 23.10 - 6.5.1-060501-generic - GNOME Shell
sssa 2 Systems - 191 Benchmark Results	AMD Ryzen 7 PRO 5850U - HP 8A78 - AMD Renoir Pop 22.04 - 6.2.6-76060206-generic - GNOME Shell 42.5
384x 4 Systems - 89 Benchmark Results	2 x AMD EPYC 9384X 32-Core - AMD Titanite_4G - AMD Device 14a4 Ubuntu 22.04 - 5.15.0-47-generic - GNOME Shell 42.4
384x 5 Systems - 89 Benchmark Results	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
video enc 1 System - 31 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
r7iz.4xlarge 1 System - 185 Benchmark Results	Intel Xeon Gold 6455B - Amazon EC2 r7iz.4xlarge - Intel 440FX 82441FX PMC Amazon Linux 2 - 5.10.186-179.751.amzn2.x86_64 - GCC 10.4.1 20221124
a1.4xlarge 1 System - 286 Benchmark Results	ARMv8 Cortex-A72 - Amazon EC2 a1.4xlarge - Amazon Device 0200 Amazon Linux 2 - 5.10.186-179.751.amzn2.aarch64 - GCC 10.4.1 20221124
Linux Laptops Ubuntu 23.10 2 Systems - 670 Benchmark Results	AMD Ryzen 7 7840U - PHX Ray_PEU - AMD Device 14e8 Ubuntu 23.10 - 6.3.0-7-generic - GNOME Shell
a1.4xlarge 1 System - 174 Benchmark Results	ARMv8 Cortex-A72 - Amazon EC2 a1.4xlarge - Amazon Device 0200 Amazon Linux 2 - 5.10.186-179.751.amzn2.aarch64 - GCC 10.4.1 20221124
atomicrulez_clearlinux_39890_libxsmm 1 System - 4 Benchmark Results	Intel Core i9-10850K - ASUS ROG MAXIMUS XII APEX - Intel Comet Lake PCH Clear Linux OS 39890 - 6.4.13-1351.native - GNOME Shell 44.3
bergamo extra 2 Systems - 147 Benchmark Results	AMD EPYC 9384X 32-Core - AMD Titanite_4G - AMD Device 14a4 Ubuntu 22.04 - 5.15.0-47-generic - GNOME Shell 42.4
new-new 4 Systems - 96 Benchmark Results	Intel Xeon Platinum 8471N - Quanta Cloud S6Q-MB-MPS - Intel Device 1bce Ubuntu 22.10 - 6.0.0-060000rc3daily20220904-generic - GNOME Shell

AMD Ryzen 5000 Series Linux Performance 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
new new 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
EPYC 9684X 1P 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
ddds 2 Systems - 90 Benchmark Results	Intel Core i7-1280P - MSI MS-14C6 - Intel Alder Lake PCH Pop 22.04 - 6.2.6-76060206-generic - GNOME Shell 42.5
dddas 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
new jult 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
Ryzen 9 5950X Linux 3 Systems - 284 Benchmark Results	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
new jult 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
Ryzen 7 5800X3D 2 Systems - 284 Benchmark Results	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
dddas 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
dddas 2 Systems - 234 Benchmark Results
AMD Ryzen 5000 Series Linux Performance 10 Systems - 272 Benchmark Results	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
dsd 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
AMD Ryzen 7 7840U Linux Laptops 3 Systems - 273 Benchmark Results	AMD Ryzen 7 PRO 6850U - LENOVO 21CM0001US - AMD 17h-19h PCIe Root Complex Ubuntu 23.04 - 6.2.0-23-generic - GNOME Shell 44.0
ran xsmm 4 Systems - 7 Benchmark Results	AMD Ryzen 9 7950X 16-Core - ASUS ROG STRIX X670E-E GAMING WIFI - AMD Device 14d8 Ubuntu 23.04 - 6.2.0-20-generic - GNOME Shell 44.1