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, 13 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 27 December 2024.

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 306 public results since 2 August 2024 with the latest data as of 27 December 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

GFLOP/s (Average)

AMD EPYC 9575F 64-Core

99th

5104 ^{+/- 231}

AMD EPYC 9655P 96-Core

95th

4231 ^{+/- 14}

2 x AMD EPYC 9534 64-Core

95th

4229 ^{+/- 39}

2 x AMD EPYC 9654 96-Core

89th

3739 ^{+/- 4}

2 x Intel Xeon 6980P

89th

3618 ^{+/- 157}

AMD Ryzen Threadripper 7980X 64-Cores

85th

3200 ^{+/- 161}

ARMv8 Neoverse-V2 72-Core

82nd

2103 ^{+/- 6}

AMD EPYC 8534PN 64-Core

79th

2013 ^{+/- 1}

ARMv8 Neoverse-N1 128-Core

79th

1962 ^{+/- 78}

Mid-Tier

75th

< 1787

2 x AMD EPYC 9124 16-Core

73rd

1704 ^{+/- 6}

AMD Ryzen Threadripper 3970X 32-Core

71st

1358

AmpereOne 192-Core

69th

1349 ^{+/- 12}

AMD Ryzen Threadripper 3990X 64-Core

64th

1190 ^{+/- 7}

2 x AMD EPYC 7773X 64-Core

64th

1189 ^{+/- 5}

AMD Ryzen 9 7950X 16-Core

62nd

1155 ^{+/- 2}

AMD EPYC 4564P 16-Core

59th

1138 ^{+/- 6}

Intel Core Ultra 9 285K

57th

1112 ^{+/- 5}

AMD EPYC 4584PX 16-Core

55th

1092 ^{+/- 1}

2 x AMD EPYC 7303 16-Core

54th

1025 ^{+/- 4}

AMD EPYC 4484PX 12-Core

51st

841 ^{+/- 5}

Median

50th

819

AMD EPYC 4464P 12-Core

50th

816 ^{+/- 3}

AMD EPYC 4364P 8-Core

47th

628 ^{+/- 2}

AMD Ryzen 7 7840HS

43rd

477 ^{+/- 2}

AMD EPYC 7F32 8-Core

42nd

434 ^{+/- 1}

Intel Xeon Silver 4216

39th

383

Intel Core i5-12600K

36th

349

AMD Ryzen 9 5900HX

35th

331 ^{+/- 8}

Intel Core i5-13400

34th

308

AMD Ryzen 7 4700U

31st

286 ^{+/- 1}

AMD EPYC 4124P 4-Core

29th

263 ^{+/- 5}

Intel Core Ultra 7 256V

28th

255 ^{+/- 2}

AMD Ryzen 7 PRO 5850U

27th

230 ^{+/- 1}

Low-Tier

25th

< 225

AMD Ryzen 7 PRO 6850U

25th

224 ^{+/- 3}

Intel Core i7-1280P

23rd

192 ^{+/- 13}

Intel Core i7-1185G7

23rd

189 ^{+/- 1}

Intel Core i7-1165G7

20th

177 ^{+/- 3}

AMD Ryzen 7 9700X 8-Core

13th

147

AMD Ryzen 9 9900X 12-Core

12th

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 5 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

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
watson 1 System - 6 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 - 5 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 - 4 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
RPi 400 2024 1 System - 628 Benchmark Results	ARMv8 Cortex-A72 - Raspberry Pi 400 Rev 1.0 - Broadcom BCM2711 Debian 12 - 6.6.63-v8+ - X Server 1.21.1.7
RPi 400 2024 1 System - 628 Benchmark Results

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
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
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
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
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
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
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
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
new tests Featured Processor Comparison	AMD EPYC 8534PN 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 2 Systems - 105 Benchmark Results	Intel Core i7-1165G7 - Dell XPS 13 9310 0GG9PT - Intel Tiger Lake-LP Ubuntu 23.10 - 6.5.0-28-generic - GNOME Shell 45.0
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
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
new sep 4 Systems - 116 Benchmark Results	2 x AMD EPYC 7303 16-Core - AMD DAYTONA_X - AMD Starship Ubuntu 24.04 - 6.8.0-31-generic - GNOME Shell 46.0