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

1 Minute

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/libxsmm2023.062023.072023.082023.092023.102023.112023.122024.012024.022024.032024.042024.052024.062024.072024.082024.092024.102024.112024.1211002200330044005500
* 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 20 December 2024.
3233.6%6434.2%25614.1%12818.0%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: 32

OpenBenchmarking.org metrics for this test profile configuration based on 711 public results since 21 June 2023 with the latest data as of 29 November 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
7
5327 +/- 274
2 x Intel Xeon 6980P
99th
8
3382 +/- 333
2 x AMD EPYC 9384X 32-Core
98th
7
2364 +/- 9
2 x AMD EPYC 9654 96-Core
97th
7
1641 +/- 152
2 x AMD EPYC 9754 128-Core
96th
5
1489 +/- 9
2 x AMD EPYC 9184X 16-Core
95th
4
1428 +/- 5
2 x AMD EPYC 9554 64-Core
94th
7
1404 +/- 5
2 x AMD EPYC 7773X 64-Core
93rd
8
1344 +/- 100
AMD EPYC 9384X 32-Core
91st
4
974 +/- 8
2 x Intel Xeon Platinum 8490H
90th
9
953 +/- 14
AMD EPYC 9754 128-Core
89th
7
759 +/- 3
2 x Intel Xeon Platinum 8380
87th
11
623 +/- 14
AMD Ryzen Threadripper PRO 7995WX 96-Cores
86th
7
556 +/- 2
2 x AMD EPYC 7713 64-Core
84th
6
493 +/- 37
Intel Xeon Platinum 8471N
84th
3
489 +/- 1
2 x AMD EPYC 7303 16-Core
83rd
3
480 +/- 8
Mid-Tier
75th
< 183
Intel Core Ultra 9 285K
74th
16
180 +/- 20
Intel Core Ultra 5 245K
74th
5
175 +/- 6
AMD Ryzen Threadripper PRO 5965WX 24-Cores
74th
6
169 +/- 13
AMD Ryzen Threadripper 3970X 32-Core
73rd
4
161
Intel Core i9-14900K
70th
8
159
Intel Core i5-14500
69th
7
158
Intel Core i9-13900K
69th
8
158 +/- 2
Intel Core i5-13400
68th
3
155
Intel Core i5-13600K
67th
3
145
Intel Core i5-14600K
66th
7
140 +/- 10
Intel Core i5-14400F
65th
5
133
AMD Ryzen 5 8400F 6-Core
65th
4
133
Intel Core i3-14100
64th
8
132
AMD Ryzen 5 8600G
61st
9
128 +/- 5
AMD Ryzen 7 8700G
61st
7
127 +/- 2
AMD Ryzen 7 9800X3D 8-Core
60th
9
126 +/- 2
AMD Ryzen AI 9 365
59th
7
124
AMD Ryzen 9 9950X 16-Core
57th
17
123 +/- 4
Intel Core Ultra 7 155H
55th
6
122 +/- 8
Median
50th
121
AMD Ryzen AI 9 HX 370
47th
14
120 +/- 1
AMD Ryzen 9 9900X 12-Core
47th
7
120
AMD Ryzen 7 9700X 8-Core
47th
10
120 +/- 1
AMD Ryzen 5 7600 6-Core
44th
6
119 +/- 7
AMD Ryzen Threadripper 3990X 64-Core
43rd
3
118 +/- 2
AMD Ryzen 5 9600X 6-Core
43rd
10
118 +/- 2
AMD Ryzen 7 7800X3D 8-Core
42nd
11
116 +/- 7
AMD Ryzen 9 7900X3D 12-Core
42nd
13
115 +/- 7
AMD Ryzen 9 7950X 16-Core
41st
15
114 +/- 8
AMD Ryzen 9 7950X3D 16-Core
41st
13
113 +/- 7
AMD Ryzen 7 7700 8-Core
41st
12
113 +/- 6
AMD Ryzen 7 7700X 8-Core
40th
12
112 +/- 7
AMD Ryzen 5 7600X 6-Core
40th
12
111 +/- 9
AMD Ryzen 9 7900 12-Core
40th
18
110 +/- 7
AMD Ryzen 9 7900X 12-Core
40th
20
110 +/- 7
Intel Core Ultra 7 256V
30th
4
107 +/- 15
AMD Ryzen 7 PRO 7840U
30th
6
107
Intel Core i9-10980XE
30th
6
107
AMD Ryzen Z1 Extreme
26th
15
101 +/- 6
Low-Tier
25th
< 100
Intel Core i7-1185G7
24th
9
99
Intel Core i7-1165G7
24th
9
99 +/- 1
Intel Core i5-12600K
22nd
4
96
AMD Ryzen 7 7840HS
20th
3
84
AMD Ryzen 7 7840U
20th
11
83 +/- 1
Intel Core i7-1065G7
16th
4
71 +/- 1
AMD Ryzen 7 PRO 6850U
16th
10
71
AMD Ryzen 5 5500
15th
6
68 +/- 2
AMD Ryzen 5 5600X 6-Core
14th
5
65 +/- 4
AMD Ryzen 7 5800X 8-Core
14th
8
63 +/- 6
AMD Ryzen 7 5800X3D 8-Core
14th
11
63 +/- 7
AMD Ryzen 9 5900X 12-Core
13th
7
59 +/- 7
AMD Ryzen 5 5500U
11th
6
57
Intel Xeon E-2336
10th
7
57
Intel Xeon E-2388G
8th
10
56
AMD Ryzen 9 3900XT 12-Core
7th
4
55
AMD Ryzen 7 PRO 5850U
5th
9
51 +/- 1
AMD Ryzen 5 4500U
4th
4
50 +/- 1
AMD Ryzen 7 4700U
3rd
5
48
Intel Core i7-8565U
3rd
4
48
AMD Ryzen 9 5900HX
2nd
5
40 +/- 1
Detailed Performance Overview
OpenBenchmarking.orgDistribution Of Public Results - M N K: 32711 Results Range From 9 To 6362 GFLOPS/s91372653935216497779051033116112891417154516731801192920572185231324412569269728252953308132093337346535933721384939774105423343614489461747454873500151295257538555135641576958976025615362816409100200300400500

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.

OpenBenchmarking.orgMinutesTime Required To Complete BenchmarkM N K: 32Run-Time3691215Min: 1 / Avg: 2.57 / Max: 7

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.2%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsM N K: 32Deviation246810Min: 0 / Avg: 0.15 / Max: 4

Does It Scale Well With Increasing Cores?

No, based on the automated analysis of the collected public benchmark data, this test / test settings does not 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: 3246810121416243212848121620

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

3 Systems - 7 Benchmark Results

AMD Ryzen 7 9800X3D 8-Core - ASRock X870E Taichi - AMD Device 14d8

Ubuntu 24.04 - 6.10.0-phx - GNOME Shell 46.0

33 Systems - 367 Benchmark Results

2 Systems - 84 Benchmark Results

Intel Core Ultra 9 285K - ASUS ROG MAXIMUS Z890 HERO - Intel Device ae7f

Ubuntu 24.10 - 6.11.0-9-generic - GNOME Shell 47.0

1 System - 3 Benchmark Results

AMD Ryzen 7 3800X 8-Core - Gigabyte X570 AORUS PRO WIFI - AMD Starship

Garuda Soaring - 6.11.5-zen1-1-zen - KDE Plasma 6.2.2

4 Systems - 856 Benchmark Results

6 Systems - 344 Benchmark Results

AMD Ryzen AI 9 365 - ASUS Zenbook S 16 UM5606WA_UM5606WA UM5606WA v1.0 - AMD Device 1507

Ubuntu 24.10 - 6.11.0-rc6-phx - GNOME Shell 47.0

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

Most Popular Test Results

OpenBenchmarking.org Results Compare

12 Systems - 69 Benchmark Results

2 x AMD EPYC 9654 96-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

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

3 Systems - 273 Benchmark Results

Intel Core i7-1280P - MSI MS-14C6 - Intel Alder Lake PCH

Ubuntu 23.04 - 6.2.0-23-generic - GNOME Shell 44.2

18 Systems - 442 Benchmark Results

AMD Ryzen 7 7700 8-Core - ASUS ROG STRIX X670E-E GAMING WIFI - AMD Device 14d8

Ubuntu 24.04 - 6.10.0-061000rc2-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

2 Systems - 234 Benchmark Results

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

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

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

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