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.

Source Repository

github.com

Test Created

21 June 2023

Test Maintainer

Michael Larabel 

Test Type

Processor

Average Install Time

58 Seconds

Average Run Time

8 Minutes, 10 Seconds

Test Dependencies

C/C++ Compiler Toolchain

Accolades

10k+ Downloads

Supported Platforms


Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page ViewsOpenBenchmarking.orgEventslibxsmm Popularity Statisticspts/libxsmm2023.062023.072023.082023.092023.102023.112023.122024.012024.022024.032024.042024.052024.062024.072024.082024.092024.1011002200330044005500
* 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 October 2024.
3233.2%6433.9%25614.4%12818.4%M N K Option PopularityOpenBenchmarking.org

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 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.

Component
Percentile Rank
# Compatible Public Results
GFLOPS/s (Average)
100th
8
5929 +/- 524
98th
10
5298 +/- 520
97th
7
2894 +/- 276
88th
11
1461 +/- 5
87th
4
1245 +/- 2
Mid-Tier
75th
< 379
72nd
7
302 +/- 1
71st
8
292 +/- 10
70th
7
274 +/- 2
67th
7
260 +/- 6
65th
7
253 +/- 21
64th
9
248 +/- 13
Median
50th
231
47th
12
223 +/- 12
47th
14
223 +/- 14
47th
12
222 +/- 13
47th
15
222 +/- 16
43rd
8
217 +/- 6
33rd
12
206 +/- 16
32nd
6
201 +/- 8
27th
16
168 +/- 7
26th
4
167 +/- 1
Low-Tier
25th
< 164
20th
10
140 +/- 4
18th
6
136 +/- 2
16th
12
135 +/- 2
OpenBenchmarking.orgDistribution Of Public Results - M N K: 64666 Results Range From 18 To 6342 GFLOPS/s18145272399526653780907103411611288141515421669179619232050217723042431255826852812293930663193332034473574370138283955408242094336446345904717484449715098522553525479560657335860598761146241636870140210280350

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.

OpenBenchmarking.orgMinutesTime Required To Complete BenchmarkM N K: 64Run-Time3691215Min: 1 / Avg: 2.81 / Max: 9

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.3%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsM N K: 64Deviation246810Min: 0 / Avg: 0.3 / Max: 5

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.

IntelAMDOpenBenchmarking.orgRelative Core Scaling To Baselibxsmm CPU Core ScalingM N K: 64468101214163212848121620

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

Recent Test Results

OpenBenchmarking.org Results Compare

1 System - 1043 Benchmark Results

1 System - 4 Benchmark Results

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

2 Systems - 413 Benchmark Results

AMD Ryzen 7 4700U - LENOVO IdeaPad 5 14ARE05 LNVNB161216 - AMD Renoir

Ubuntu 24.04 - 6.10.0-phx - GNOME Shell 46.0

1 System - 1002 Benchmark Results

1 System - 275 Benchmark Results

Intel Core i5-12500 - ASUS PRIME Z690M-HZ - Intel Alder Lake-S PCH

Debian 12 - 6.1.0-21-amd64 - GCC 12.2.0

1 System - 999 Benchmark Results

2 Systems - 1012 Benchmark Results

1 System - 1012 Benchmark Results

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

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

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

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

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

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

Most Popular Test Results

OpenBenchmarking.org Results Compare

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

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

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

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

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

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

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 - 234 Benchmark Results

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

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

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

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

4 Systems - 120 Benchmark Results

AMD EPYC 9R14 - Amazon EC2 m7a.16xlarge - Intel 440FX 82441FX PMC

Ubuntu 22.04 - 5.19.0-1025-aws - 1.3.238

Find More Test Results