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

2 August 2024

Test Maintainer

Michael Larabel

Test Type

Processor

Average Install Time

4 Minutes, 1 Second

Average Run Time

11 Minutes, 36 Seconds

Test Dependencies

C/C++ Compiler Toolchain

Accolades

10k+ Downloads + Recently Updated Test Profile

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 16 August 2024.

Revision History

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 117 public results since 2 August 2024 with the latest data as of 16 August 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)

2 x AMD EPYC 9534 64-Core

98th

4229 ^{+/- 39}

AMD Ryzen Threadripper 7980X 64-Cores

94th

3042 ^{+/- 11}

AMD EPYC 8534PN 64-Core

86th

2013 ^{+/- 1}

2 x AMD EPYC 9124 16-Core

84th

1698 ^{+/- 2}

AMD Ryzen Threadripper 3970X 32-Core

83rd

1358

AMD Ryzen Threadripper 3990X 64-Core

78th

1190 ^{+/- 7}

Mid-Tier

75th

< 1157

AMD Ryzen 9 7950X 16-Core

74th

1155 ^{+/- 2}

AMD Ryzen 7 7840HS

66th

478

AMD EPYC 7F32 8-Core

65th

434 ^{+/- 1}

Intel Xeon Silver 4216

59th

383

AMD Ryzen 9 5900HX

54th

331 ^{+/- 8}

Intel Core i5-13400

52nd

308

Median

50th

308

AMD Ryzen 7 4700U

49th

286 ^{+/- 1}

AMD Ryzen 7 PRO 5850U

45th

230 ^{+/- 1}

AMD Ryzen 7 PRO 6850U

42nd

224 ^{+/- 3}

Intel Core i7-1280P

39th

204

Intel Core i7-1185G7

37th

189 ^{+/- 1}

Intel Core i7-1165G7

32nd

177 ^{+/- 3}

AMD Ryzen 9 9950X 16-Core

27th

151

Low-Tier

25th

< 151

AMD Ryzen 7 9700X 8-Core

19th

147

AMD Ryzen 5 9600X 6-Core

17th

146

AMD Ryzen 9 9900X 12-Core

17th

146

AMD Ryzen AI 9 365

8th

AMD Ryzen AI 9 HX 370

7th

59 ^{+/- 3}

Intel Core Ultra 7 155H

4th

50 ^{+/- 2}

Based on OpenBenchmarking.org data, the selected test / test configuration (ACES DGEMM 1.0 - Sustained Floating-Point Rate) has an average run-time of 9 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.

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)

xxx 4 Systems - 54 Benchmark Results	AMD Ryzen 7 7840HS - Framework Laptop 16 - AMD Device 14e8 Ubuntu 24.04 - 6.10.0-061000rc4daily20240621-generic - GNOME Shell 46.0
ddd 3 Systems - 35 Benchmark Results	AMD Ryzen 7 PRO 6850U - LENOVO ThinkPad X13 Gen 3 21CM0001US - AMD 17h-19h PCIe Root Complex Ubuntu 24.04 - 6.10.0-061000rc4daily20240621-generic - GNOME Shell 46.0
sss 4 Systems - 25 Benchmark Results	Intel Core i7-1185G7 - Dell XPS 13 9310 0DXP1F - Intel Tiger Lake-LP Ubuntu 24.04 - 6.10.0-061000rc4daily20240621-generic - GNOME Shell 46.0
ew 3 Systems - 15 Benchmark Results	AMD Ryzen 7 4700U - LENOVO IdeaPad 5 14ARE05 LNVNB161216 - AMD Renoir Ubuntu 24.04 - 6.10.0-phx - GNOME Shell 46.0
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
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
new tests Featured Processor Comparison	AMD EPYC 8534PN 64-Core - AMD EPYC 8534P 64-Core
neww 2 Systems - 35 Benchmark Results	AMD Ryzen 7 PRO 5850U - LENOVO ThinkPad T14s Gen 2a 20XF004WUS - AMD Renoir Ubuntu 24.04 - 6.10.0-061000rc4daily20240621-generic - 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
neww Featured Processor Comparison	Intel Core i5-13400 - Intel Core i9-14900K
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 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 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
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 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
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
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
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 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 Featured Processor Comparison	Intel Core i5-13400 - ASUS PRIME Z790-P WIFI - Intel Raptor Lake-S PCH Ubuntu 24.04 - 6.10.0-061000rc6daily20240706-generic - 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
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 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
neww 2 Systems - 35 Benchmark Results	AMD Ryzen 7 PRO 5850U - LENOVO ThinkPad T14s Gen 2a 20XF004WUS - AMD Renoir Ubuntu 24.04 - 6.10.0-061000rc4daily20240621-generic - GNOME Shell 46.0
xxx 4 Systems - 54 Benchmark Results	AMD Ryzen 7 7840HS - Framework Laptop 16 - AMD Device 14e8 Ubuntu 24.04 - 6.10.0-061000rc4daily20240621-generic - GNOME Shell 46.0
ddd 3 Systems - 35 Benchmark Results	AMD Ryzen 7 PRO 6850U - LENOVO ThinkPad X13 Gen 3 21CM0001US - AMD 17h-19h PCIe Root Complex Ubuntu 24.04 - 6.10.0-061000rc4daily20240621-generic - GNOME Shell 46.0
sss 4 Systems - 25 Benchmark Results	Intel Core i7-1185G7 - Dell XPS 13 9310 0DXP1F - Intel Tiger Lake-LP 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