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

53 Seconds

Average Run Time

8 Minutes, 10 Seconds

Test Dependencies

C/C++ Compiler Toolchain

Accolades

10k+ Downloads

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 21 April 2024.

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 460 public results since 21 June 2023 with the latest data as of 10 April 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.

Component

Percentile Rank

# Compatible Public Results

GFLOPS/s (Average)

2 x AMD EPYC 9684X 96-Core

100th

5929 ^{+/- 524}

2 x AMD EPYC 9654 96-Core

97th

2894 ^{+/- 276}

2 x AMD EPYC 9754 128-Core

96th

2832 ^{+/- 13}

2 x AMD EPYC 9554 64-Core

95th

2669 ^{+/- 14}

2 x AMD EPYC 9384X 32-Core

93rd

2600 ^{+/- 27}

2 x AMD EPYC 7773X 64-Core

92nd

2529 ^{+/- 90}

2 x Intel Xeon Platinum 8490H

87th

1799 ^{+/- 37}

2 x AMD EPYC 9184X 16-Core

85th

1490 ^{+/- 4}

AMD EPYC 9754 128-Core

83rd

1461 ^{+/- 5}

AMD EPYC 9384X 32-Core

81st

1245 ^{+/- 2}

2 x Intel Xeon Platinum 8380

79th

1173 ^{+/- 47}

AMD Ryzen Threadripper PRO 7995WX 96-Cores

78th

1057 ^{+/- 3}

Intel Xeon Platinum 8490H

76th

973 ^{+/- 11}

Mid-Tier

75th

< 960

Intel Xeon Platinum 8471N

75th

959 ^{+/- 1}

2 x AMD EPYC 7713 64-Core

75th

942 ^{+/- 30}

2 x AMD EPYC 7303 16-Core

70th

729 ^{+/- 7}

AMD Ryzen Threadripper PRO 5965WX 24-Cores

63rd

328 ^{+/- 29}

AMD Ryzen Threadripper 3970X 32-Core

63rd

319

Intel Core i9-13900K

60th

287 ^{+/- 10}

Intel Core i5-14500

59th

272

AMD Ryzen 5 8600G

58th

245

AMD Ryzen Threadripper 3990X 64-Core

54th

235 ^{+/- 1}

AMD Ryzen 9 7950X 16-Core

54th

226 ^{+/- 18}

Intel Core i3-14100

53rd

224

Intel Core i9-10980XE

53rd

223

AMD Ryzen 7 7800X3D 8-Core

51st

219 ^{+/- 9}

AMD Ryzen 9 7900X3D 12-Core

51st

219 ^{+/- 1}

Median

50th

219

AMD Ryzen 9 7950X3D 16-Core

50th

218 ^{+/- 1}

AMD Ryzen 9 7900X 12-Core

46th

215

AMD Ryzen 7 7700 8-Core

46th

215

AMD Ryzen 7 7700X 8-Core

39th

213

AMD Ryzen 9 7900 12-Core

39th

211 ^{+/- 5}

AMD Ryzen 7 PRO 7840U

33rd

201 ^{+/- 8}

AMD Ryzen 5 7600X 6-Core

32nd

195 ^{+/- 1}

Intel Core i5-12600K

28th

167 ^{+/- 1}

AMD Ryzen 7 7840U

27th

165 ^{+/- 5}

Low-Tier

25th

< 164

AMD Ryzen 9 5950X 16-Core

24th

149

AMD Ryzen 7 PRO 6850U

22nd

142 ^{+/- 1}

AMD Ryzen 7 5800X 8-Core

20th

140

Intel Core i7-1185G7

19th

138 ^{+/- 1}

Intel Core i7-1165G7

16th

135 ^{+/- 2}

AMD Ryzen 7 5800X3D 8-Core

16th

134 ^{+/- 13}

AMD Ryzen 9 3900XT 12-Core

14th

113

Intel Xeon E-2336

12th

110

Intel Xeon E-2388G

12th

110

AMD Ryzen 5 5500U

9th

104

AMD Ryzen 7 PRO 5850U

8th

6th

6th

4th

3rd

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 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%.

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 Cortex-A76 4-Core, ARMv8 Neoverse-N1, ARMv8 Neoverse-V1

AMD Ryzen 9 7900 ECC Memory 1 System - 236 Benchmark Results	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
r8g.4xlarge 1 System - 211 Benchmark Results	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
r8g.4xlarge 1 System - 208 Benchmark Results	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
r8g.4xlarge 1 System - 192 Benchmark Results	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
r6g.4xlarge 1 System - 214 Benchmark Results	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
r6g.4xlarge 1 System - 211 Benchmark Results	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
r6g.4xlarge 1 System - 208 Benchmark Results	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
r6g.4xlarge 1 System - 192 Benchmark Results	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
r5.4xlarge 1 System - 225 Benchmark Results	Intel Xeon Platinum 8259CL - Amazon EC2 r5.4xlarge - Intel 440FX 82441FX PMC Amazon Linux 2023.4.20240401 - 6.1.82-99.168.amzn2023.x86_64 - GCC 11.4.1 20230605
r5.4xlarge 1 System - 222 Benchmark Results	Intel Xeon Platinum 8259CL - Amazon EC2 r5.4xlarge - Intel 440FX 82441FX PMC Amazon Linux 2023.4.20240401 - 6.1.82-99.168.amzn2023.x86_64 - GCC 11.4.1 20230605
r7i.4xlarge 1 System - 225 Benchmark Results	Intel Xeon Platinum 8488C - Amazon EC2 r7i.4xlarge - Intel 440FX 82441FX PMC Amazon Linux 2023.4.20240401 - 6.1.82-99.168.amzn2023.x86_64 - GCC 11.4.1 20230605
r7g.4xlarge 1 System - 214 Benchmark Results	ARMv8 Neoverse-V1 - Amazon EC2 r7g.4xlarge - Amazon Device 0200 Amazon Linux 2023.4.20240401 - 6.1.82-99.168.amzn2023.aarch64 - GCC 11.4.1 20230605
r7i.4xlarge 1 System - 222 Benchmark Results	Intel Xeon Platinum 8488C - Amazon EC2 r7i.4xlarge - Intel 440FX 82441FX PMC Amazon Linux 2023.4.20240401 - 6.1.82-99.168.amzn2023.x86_64 - GCC 11.4.1 20230605
r7g.4xlarge 1 System - 211 Benchmark Results	ARMv8 Neoverse-V1 - Amazon EC2 r7g.4xlarge - Amazon Device 0200 Amazon Linux 2023.4.20240401 - 6.1.82-99.168.amzn2023.aarch64 - GCC 11.4.1 20230605
r5.4xlarge 1 System - 219 Benchmark Results	Intel Xeon Platinum 8259CL - Amazon EC2 r5.4xlarge - Intel 440FX 82441FX PMC Amazon Linux 2023.4.20240401 - 6.1.82-99.168.amzn2023.x86_64 - GCC 11.4.1 20230605

AMD EPYC 9684X 2P Genoa-X Benchmarks 12 Systems - 69 Benchmark Results	2 x Intel Xeon Max 9480 - Supermicro X13DEM v1.10 - Intel Device 1bce Ubuntu 23.04 - 6.2.0-23-generic - GNOME Shell 44.0
AMD Ryzen 5000 Series Linux Performance Featured Processor Comparison	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
AMD Ryzen 5000 Series Linux Performance 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
AMD Ryzen 5000 Series Linux Performance 8 Systems - 271 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
AMD Ryzen 5000 Series Linux Performance 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
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
GCE c3d-standard-60 2 Systems - 120 Benchmark Results	AMD EPYC 7B13 - Google Compute Engine t2d-standard-60 - Intel 440FX 82441FX PMC Ubuntu 22.04 - 6.2.0-1014-gcp - 1.3.238
Microsoft Azure HBv4 HPC Comparison Benchmarks 8 Systems - 95 Benchmark Results	2 x AMD EPYC 7V12 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 8.5.0 20210514 + CUDA 12.1
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
GCE c3d-standard-60 3 Systems - 120 Benchmark Results	AMD EPYC 9B14 - Google Compute Engine c3d-standard-60 - Intel 440FX 82441FX PMC Ubuntu 22.04 - 6.2.0-1014-gcp - 1.3.238
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 7000 Series ECC DRAM 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
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
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-new 4 Systems - 96 Benchmark Results	2 x Intel Xeon Platinum 8490H - Quanta Cloud S6Q-MB-MPS - Intel Device 1bce Ubuntu 22.10 - 6.0.0-060000rc3daily20220904-generic - GNOME Shell

libxsmm

Project Site

Source Repository

Test Created

Test Maintainer

Test Type

Average Install Time

Average Run Time

Test Dependencies

Accolades

Supported Platforms

Revision History

Performance Metrics

libxsmm 2-1.17-3645

M N K: 64

Does It Scale Well With Increasing Cores?

Tested CPU Architectures

Recent Test Results

Most Popular Test Results