ACES DGEMM

This is a multi-threaded DGEMM benchmark.

To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark mt-dgemm.

Project Site

lanl.gov

Test Created

11 October 2019

Last Updated

16 November 2024

Test Maintainer

Michael Larabel

Test Type

Processor

Average Install Time

3 Minutes, 54 Seconds

Average Run Time

11 Minutes, 30 Seconds

Test Dependencies

C/C++ Compiler Toolchain

Accolades

20k+ 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.
*** Test profile page view reporting began March 2021.
Data updated weekly as of 14 January 2025.

Revision History

pts/mt-dgemm-1.3.1 [View Source] Sat, 16 Nov 2024 17:18:13 GMT
Update OpenBLAS build for AMD Zen 5 detection.

pts/mt-dgemm-1.3.0 [View Source] Fri, 02 Aug 2024 12:01:13 GMT
Pull in https://github.com/phoronix-test-suite/test-profiles/pull/310 with some cleanups/fixes, update OpenBLAS to latest, adjust parameters. Closes: https://github.com/phoronix-test-suite/test-profiles/pull/310

pts/mt-dgemm-1.2.0 [View Source] Fri, 11 Oct 2019 15:29:15 GMT
Initial commit of ACES DGEMM

Suites Using This Test

Multi-Core

HPC - High Performance Computing

Scientific Computing

Linear Algebra

Programmer / Developer System Benchmarks

Performance Metrics

Analyze Test Configuration:

ACES DGEMM 1.0

Sustained Floating-Point Rate

OpenBenchmarking.org metrics for this test profile configuration based on 332 public results since 2 August 2024 with the latest data as of 5 January 2025.

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

GFLOP/s (Average)

2 x AMD EPYC 9535 64-Core

99th

5233 ^{+/- 10}

AMD EPYC 9575F 64-Core

96th

5104 ^{+/- 231}

2 x AMD EPYC 9825 144-Core

95th

4459 ^{+/- 387}

AMD EPYC 9655P 96-Core

91st

4231 ^{+/- 14}

2 x AMD EPYC 9534 64-Core

90th

4229 ^{+/- 39}

2 x AMD EPYC 9684X 96-Core

85th

3789 ^{+/- 6}

2 x AMD EPYC 9654 96-Core

83rd

3739 ^{+/- 4}

2 x Intel Xeon 6980P

83rd

3618 ^{+/- 157}

AMD Ryzen Threadripper 7980X 64-Cores

79th

3200 ^{+/- 161}

ARMv8 Neoverse-V2 72-Core

76th

2103 ^{+/- 6}

Mid-Tier

75th

< 2061

AMD EPYC 8534PN 64-Core

73rd

2013 ^{+/- 1}

ARMv8 Neoverse-N1 128-Core

73rd

1962 ^{+/- 78}

2 x AMD EPYC 9124 16-Core

68th

1704 ^{+/- 6}

AMD Ryzen Threadripper 3970X 32-Core

66th

1358

AmpereOne 192-Core

65th

1349 ^{+/- 12}

AMD Ryzen Threadripper 3990X 64-Core

59th

1190 ^{+/- 7}

2 x AMD EPYC 7773X 64-Core

59th

1189 ^{+/- 5}

AMD Ryzen 9 7950X 16-Core

58th

1155 ^{+/- 2}

AMD EPYC 4564P 16-Core

55th

1138 ^{+/- 6}

Intel Core Ultra 9 285K

54th

1112 ^{+/- 5}

AMD EPYC 4584PX 16-Core

52nd

1092 ^{+/- 1}

Median

50th

1026

2 x AMD EPYC 7303 16-Core

50th

1025 ^{+/- 4}

AMD EPYC 4484PX 12-Core

48th

841 ^{+/- 5}

AMD EPYC 4464P 12-Core

46th

816 ^{+/- 3}

AMD EPYC 4364P 8-Core

43rd

628 ^{+/- 2}

AMD Ryzen 7 7840HS

40th

477 ^{+/- 2}

AMD EPYC 7F32 8-Core

39th

434 ^{+/- 1}

Intel Xeon Silver 4216

36th

383

Intel Core i5-12600K

33rd

349

AMD Ryzen 9 5900HX

33rd

331 ^{+/- 8}

Intel Core i5-13400

31st

308

AMD Ryzen 7 4700U

29th

286 ^{+/- 1}

AMD EPYC 4124P 4-Core

27th

263 ^{+/- 5}

Intel Core Ultra 7 256V

26th

255 ^{+/- 2}

Low-Tier

25th

< 231

AMD Ryzen 7 PRO 5850U

25th

230 ^{+/- 1}

AMD Ryzen 7 PRO 6850U

23rd

224 ^{+/- 3}

Intel Core i7-1280P

21st

192 ^{+/- 13}

Intel Core i7-1185G7

21st

189 ^{+/- 1}

Intel Core i7-1165G7

18th

177 ^{+/- 3}

AMD Ryzen 7 9700X 8-Core

12th

147

AMD Ryzen 9 9900X 12-Core

11th

146

ARMv8 Cortex-A76 4-Core

4th

ARMv8 Cortex-A72 4-Core

3rd

Detailed Performance Overview

Based on OpenBenchmarking.org data, the selected test / test configuration (ACES DGEMM 1.0 - Sustained Floating-Point Rate) has an average run-time of 7 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.

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.

Notable Instruction Set Usage

Notable instruction set extensions supported by this test, based on an automatic analysis by the Phoronix Test Suite / OpenBenchmarking.org analytics engine.

Instruction Set

Support

Instructions Detected

Advanced Vector Extensions (AVX)

Used by default on supported hardware.
Found on Intel processors since Sandy Bridge (2011).
Found on AMD processors since Bulldozer (2011).

VBROADCASTSD VZEROUPPER VEXTRACTF128 VINSERTF128

FMA (FMA)

Used by default on supported hardware.
Found on Intel processors since Haswell (2013).
Found on AMD processors since Bulldozer (2011).

VFMADD132SD VFMADD231SD

Advanced Vector Extensions 512 (AVX512)

Requires passing a supported compiler/build flag (verified with targets: cascadelake, sapphirerapids).

(ZMM REGISTER USE)

The test / benchmark does honor compiler flag changes.

Last automated analysis: 18 January 2022

This test profile binary relies on the shared libraries libgomp.so.1, libc.so.6.

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-A72 4-Core, ARMv8 Cortex-A76 4-Core, ARMv8 Neoverse-N1, ARMv8 Neoverse-N1 128-Core, ARMv8 Neoverse-V2 72-Core, AmpereOne 192-Core

5950x3200mt250104customscicomp 1 System - 43 Benchmark Results	AMD Ryzen 9 5950X 16-Core - ASUS ROG STRIX B550-F GAMING - AMD Starship Pop 22.04 - 6.9.3-76060903-generic - GNOME Shell 42.9
9684X EOY2024 AMD Linux 3 Systems - 219 Benchmark Results	2 x AMD EPYC 9684X 96-Core - AMD Titanite_4G - AMD Device 14a4 Ubuntu 24.10 - 6.11.0-13-generic - GNOME Shell 47.0
dev 1 System - 97 Benchmark Results	Intel Core i5-14600K - ASRock B760 Pro RS WiFi - Intel Raptor Lake-S PCH Arch rolling - 6.12.7-arch1-1 - GNOME Shell 47.2
AMD EPYC 9654 EOY2024 2 Systems - 188 Benchmark Results	2 x AMD EPYC 9654 96-Core - AMD Titanite_4G - AMD Device 14a4 Ubuntu 23.10 - 6.9.0-060900rc1daily20240327-generic - GCC 13.2.0
genoa tests eoy2024 2 Systems - 267 Benchmark Results	2 x AMD EPYC 9124 16-Core - AMD Titanite_4G - AMD Device 14a4 Ubuntu 23.10 - 6.9.0-060900rc1daily20240327-generic - GCC 13.2.0
watson 1 System - 13 Benchmark Results	ARMv8 Neoverse-N1 - GIGABYTE R152-P30-00 MP32-AR1-00 v01000100 - 512GB Ubuntu 22.04.2 LTS - 6.11.0-8-generic - 1.3.255
watson 1 System - 13 Benchmark Results	ARMv8 Neoverse-N1 - GIGABYTE R152-P30-00 MP32-AR1-00 v01000100 - 512GB Ubuntu 22.04.2 LTS - 6.11.0-8-generic - 1.3.255
watson 1 System - 13 Benchmark Results	ARMv8 Neoverse-N1 - GIGABYTE R152-P30-00 MP32-AR1-00 v01000100 - 512GB Ubuntu 22.04.2 LTS - 6.11.0-8-generic - 1.3.255
watson 1 System - 12 Benchmark Results	ARMv8 Neoverse-N1 - GIGABYTE R152-P30-00 MP32-AR1-00 v01000100 - 512GB Ubuntu 22.04.2 LTS - 6.11.0-8-generic - 1.3.255
watson 1 System - 11 Benchmark Results	ARMv8 Neoverse-N1 - GIGABYTE R152-P30-00 MP32-AR1-00 v01000100 - 512GB Ubuntu 22.04.2 LTS - 6.11.0-8-generic - 1.3.255
watson 1 System - 10 Benchmark Results	ARMv8 Neoverse-N1 - GIGABYTE R152-P30-00 MP32-AR1-00 v01000100 - 512GB Ubuntu 22.04.2 LTS - 6.11.0-8-generic - 1.3.255
watson 1 System - 9 Benchmark Results	ARMv8 Neoverse-N1 - GIGABYTE R152-P30-00 MP32-AR1-00 v01000100 - 512GB Ubuntu 22.04.2 LTS - 6.11.0-8-generic - 1.3.255
watson 1 System - 8 Benchmark Results	ARMv8 Neoverse-N1 - GIGABYTE R152-P30-00 MP32-AR1-00 v01000100 - 512GB Ubuntu 22.04.2 LTS - 6.11.0-8-generic - 1.3.255
watson 1 System - 7 Benchmark Results	ARMv8 Neoverse-N1 - GIGABYTE R152-P30-00 MP32-AR1-00 v01000100 - 512GB Ubuntu 22.04.2 LTS - 6.11.0-8-generic - 1.3.255
amd-9600x-mtdgemm-pbo-bench-2024-12-19 1 System - 1 Benchmark Result	AMD Ryzen 5 9600X 6-Core - MSI PRO B650M-P - AMD Device 14d8 Ubuntu 22.04 - 6.12.3-061203-generic - GNOME Shell 42.9

9575F smoke 2 Systems - 116 Benchmark Results	AMD EPYC 9575F 64-Core - Supermicro Super Server H13SSL-N v1.01 - AMD 1Ah Ubuntu 24.10 - 6.12.0-rc7-linux-pm-next-phx - GNOME Shell 47.0
sss 3 Systems - 25 Benchmark Results	AMD Ryzen 9 5900HX - ASUS ROG Strix G513QY_G513QY G513QY v1.0 - AMD Renoir Ubuntu 24.04 - 6.10.0-061000rc4daily20240621-generic - GNOME Shell 46.0
new sys 3 Systems - 20 Benchmark Results	AMD Ryzen AI 9 HX 370 - ASUS Zenbook S 16 UM5606WA_UM5606WA UM5606WA v1.0 - AMD Device 1507 Ubuntu 24.04 - 6.10.0-phx - GNOME Shell 46.0
dddd 4 Systems - 92 Benchmark Results	AMD Ryzen Threadripper 3990X 64-Core - Gigabyte TRX40 AORUS PRO WIFI - AMD Starship Pop 22.04 - 6.8.0-76060800daily20240311-generic - GNOME Shell 42.5
neww Featured Processor Comparison	Intel Core i9-14900K - ASUS PRIME Z790-P WIFI - Intel Raptor Lake-S PCH Ubuntu 24.04 - 6.10.0-061000rc6daily20240706-generic - GNOME Shell 46.0
system updates 3 Systems - 15 Benchmark Results	AMD Ryzen Threadripper 7980X 64-Cores - System76 Thelio Major - AMD Device 14a4 Ubuntu 24.04 - 6.10.0-061000daily20240725-generic - GNOME Shell 46.0
new mtl framework 3 Systems - 34 Benchmark Results	Intel Core Ultra 7 155H - Framework Laptop 13 - Intel Device 7e7f Ubuntu 24.04 - 6.10.0-061000rc4daily20240621-generic - GNOME Shell 46.0
AMD Ryzen 9700X DDR5-8000 Featured Memory Comparison	AMD Ryzen 7 9700X 8-Core - ASUS ROG STRIX X670E-E GAMING WIFI - AMD Device 14d8 Ubuntu 24.04 - 6.10.0-phx - GNOME Shell 46.0
neww 3 Systems - 25 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
new tests Featured Processor Comparison	AMD EPYC 8534P 64-Core - AMD Cinnabar - AMD Device 14a4 Ubuntu 23.10 - 6.5.0-44-generic - GCC 13.2.0
new 79 4 Systems - 48 Benchmark Results	AMD Ryzen 9 7950X 16-Core - ASUS ROG STRIX X670E-E GAMING WIFI - AMD Device 14d8 Ubuntu 24.04 - 6.10.0-phx - GNOME Shell 46.0
neww 3 Systems - 15 Benchmark Results	AMD Ryzen AI 9 365 - ASUS Zenbook S 16 UM5606WA_UM5606WA UM5606WA v1.0 - AMD Device 1507 Ubuntu 24.04 - 6.10.0-phx - GNOME Shell 46.0
auggie 3 Systems - 106 Benchmark Results	Intel Core i9-10980XE - ASRock X299 Steel Legend - Intel Sky Lake-E DMI3 Registers Ubuntu 22.04 - 6.5.0-35-generic - GNOME Shell 42.9
dddd 2 Systems - 27 Benchmark Results	Intel Core i7-1280P - MSI Prestige 14Evo A12M MS-14C6 - Intel Alder Lake PCH Ubuntu 24.04 - 6.10.0-061000rc4daily20240621-generic - GNOME Shell 46.0
7773X 2P 3 Systems - 120 Benchmark Results	2 x AMD EPYC 7773X 64-Core - AMD DAYTONA_X - AMD Starship Ubuntu 24.04 - 6.8.0-41-generic - GNOME Shell 46.0