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

54 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 7 May 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: 32

OpenBenchmarking.org metrics for this test profile configuration based on 447 public results since 21 June 2023 with the latest data as of 4 May 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

5327 ^{+/- 274}

2 x AMD EPYC 9384X 32-Core

98th

2364 ^{+/- 9}

2 x AMD EPYC 9654 96-Core

95th

1641 ^{+/- 152}

2 x AMD EPYC 9754 128-Core

94th

1489 ^{+/- 9}

2 x AMD EPYC 9184X 16-Core

93rd

1428 ^{+/- 5}

2 x AMD EPYC 9554 64-Core

92nd

1404 ^{+/- 5}

2 x AMD EPYC 7773X 64-Core

90th

1344 ^{+/- 100}

AMD EPYC 9384X 32-Core

87th

974 ^{+/- 8}

2 x Intel Xeon Platinum 8490H

85th

953 ^{+/- 14}

AMD EPYC 9754 128-Core

83rd

759 ^{+/- 3}

2 x Intel Xeon Platinum 8380

80th

623 ^{+/- 14}

AMD Ryzen Threadripper PRO 7995WX 96-Cores

79th

556 ^{+/- 2}

2 x AMD EPYC 7713 64-Core

77th

493 ^{+/- 37}

Intel Xeon Platinum 8471N

76th

489 ^{+/- 1}

Mid-Tier

75th

< 485

2 x AMD EPYC 7303 16-Core

75th

480 ^{+/- 8}

AMD Ryzen Threadripper PRO 5965WX 24-Cores

63rd

169 ^{+/- 13}

AMD Ryzen Threadripper 3970X 32-Core

61st

161

Intel Core i5-14500

60th

159

Intel Core i9-13900K

59th

157 ^{+/- 2}

Intel Core i3-14100

58th

132

AMD Ryzen 5 8600G

57th

127

AMD Ryzen Threadripper 3990X 64-Core

53rd

118 ^{+/- 2}

AMD Ryzen 9 7950X 16-Core

51st

112 ^{+/- 9}

AMD Ryzen 7 7800X3D 8-Core

51st

111 ^{+/- 5}

AMD Ryzen 9 7900X3D 12-Core

51st

110

Median

50th

110

AMD Ryzen 7 7700X 8-Core

45th

108

AMD Ryzen 7 7700 8-Core

45th

108

AMD Ryzen 9 7950X3D 16-Core

45th

108

Intel Core i9-10980XE

36th

107

AMD Ryzen 9 7900X 12-Core

36th

107

AMD Ryzen 7 PRO 7840U

36th

107

AMD Ryzen 9 7900 12-Core

35th

106 ^{+/- 3}

AMD Ryzen 5 7600X 6-Core

34th

105

AMD Ryzen Z1 Extreme

29th

101 ^{+/- 6}

Intel Core i7-1165G7

27th

99 ^{+/- 1}

Intel Core i7-1185G7

27th

Low-Tier

25th

< 97

Intel Core i5-12600K

24th

AMD Ryzen 7 7840U

22nd

82 ^{+/- 1}

AMD Ryzen 9 5950X 16-Core

19th

AMD Ryzen 7 PRO 6850U

19th

Intel Core i7-1065G7

16th

71 ^{+/- 1}

AMD Ryzen 7 5800X 8-Core

15th

AMD Ryzen 7 5800X3D 8-Core

14th

66 ^{+/- 7}

AMD Ryzen 5 5500U

13th

Intel Xeon E-2336

11th

Intel Xeon E-2388G

9th

AMD Ryzen 9 3900XT 12-Core

8th

AMD Ryzen 7 PRO 5850U

6th

AMD Ryzen 5 4500U

4th

50 ^{+/- 1}

AMD Ryzen 7 4700U

4th

Intel Core i7-8565U

3rd

AMD Ryzen 9 5900HX

2nd

Based on OpenBenchmarking.org data, the selected test / test configuration (libxsmm 2-1.17-3645 - M N K: 32) 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 0.2%.

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 9 5950X 16-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 7 5800X3D 8-Core - Gigabyte X570 AORUS MASTER - AMD Starship Debian - 6.4.0-1-amd64 - GNOME Shell 43.6
AMD Ryzen 5000 Series Linux Performance 8 Systems - 271 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
AMD Ryzen 5000 Series Linux Performance 8 Systems - 271 Benchmark Results	AMD Ryzen 5 5600X 6-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 22.04 - 5.19.0-46-generic - GNOME Shell 42.5
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
384x 5 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
GCE c3d-standard-60 3 Systems - 120 Benchmark Results	ARMv8 Neoverse-N1 - Amazon EC2 c6g.16xlarge - Amazon Device 0200 Ubuntu 22.04 - 5.19.0-1025-aws - 1.3.238
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
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
Microsoft Azure HBv4 HPC Comparison Benchmarks 8 Systems - 95 Benchmark Results	2 x Intel Xeon Platinum 8168 - Microsoft Virtual Machine - 1 GB + 60928 MB + 118272 MB + 176 GB AlmaLinux 8.7 - 4.18.0-425.3.1.el8.x86_64 - GCC 8.5.0 20210514 + CUDA 12.1
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
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
new xeon 2 Systems - 166 Benchmark Results
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

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: 32

Does It Scale Well With Increasing Cores?

Tested CPU Architectures

Recent Test Results

Most Popular Test Results