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, 35 Seconds

Average Run Time

12 Minutes, 15 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 26 November 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 217 public results since 2 August 2024 with the latest data as of 21 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

GFLOP/s (Average)

2 x AMD EPYC 9534 64-Core

99th

4229 ^{+/- 39}

AMD EPYC 9655P 96-Core

99th

4225 ^{+/- 14}

2 x Intel Xeon 6980P

96th

3618 ^{+/- 157}

AMD Ryzen Threadripper 7980X 64-Cores

90th

3200 ^{+/- 161}

ARMv8 Neoverse-V2 72-Core

86th

2103 ^{+/- 6}

AMD EPYC 8534PN 64-Core

82nd

2013 ^{+/- 1}

ARMv8 Neoverse-N1 128-Core

82nd

1962 ^{+/- 78}

2 x AMD EPYC 9124 16-Core

78th

1698 ^{+/- 2}

Mid-Tier

75th

< 1360

AMD Ryzen Threadripper 3970X 32-Core

75th

1358

AmpereOne 192-Core

73rd

1349 ^{+/- 12}

AMD Ryzen Threadripper 3990X 64-Core

65th

1190 ^{+/- 7}

2 x AMD EPYC 7773X 64-Core

65th

1189 ^{+/- 5}

AMD Ryzen 9 7950X 16-Core

62nd

1155 ^{+/- 2}

Intel Core Ultra 9 285K

60th

1112 ^{+/- 5}

2 x AMD EPYC 7303 16-Core

58th

1025 ^{+/- 4}

AMD Ryzen 7 7840HS

51st

477 ^{+/- 2}

Median

50th

474

AMD EPYC 7F32 8-Core

49th

434 ^{+/- 1}

Intel Xeon Silver 4216

46th

383

Intel Core i5-12600K

41st

349

AMD Ryzen 9 5900HX

41st

331 ^{+/- 8}

Intel Core i5-13400

38th

308

AMD Ryzen 7 4700U

34th

286 ^{+/- 1}

Intel Core Ultra 7 256V

32nd

255 ^{+/- 2}

AMD Ryzen 7 PRO 5850U

31st

230 ^{+/- 1}

AMD Ryzen 7 PRO 6850U

28th

224 ^{+/- 3}

Intel Core i7-1280P

26th

204

Low-Tier

25th

< 204

Intel Core i7-1185G7

25th

189 ^{+/- 1}

Intel Core i7-1165G7

23rd

177 ^{+/- 3}

AMD Ryzen 9 9950X 16-Core

19th

151

AMD Ryzen 7 9700X 8-Core

13th

147

AMD Ryzen 9 9900X 12-Core

12th

146

AMD Ryzen 5 9600X 6-Core

9th

145 ^{+/- 1}

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.

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 Neoverse-N1 128-Core, ARMv8 Neoverse-V2 72-Core, AmpereOne 192-Core

mmm 3 Systems - 73 Benchmark Results	Intel Core Ultra 7 155H - MTL Swift SFG14-72T Coral_MTH - Intel Device 7e7f Ubuntu 24.10 - 6.11.0-rc6-phx - GNOME Shell 47.0
ddd 3 Systems - 17 Benchmark Results	Intel Core Ultra 7 256V - ASUS Zenbook S 14 UX5406SA_UX5406SA UX5406SA v1.0 - Intel Device a87f Ubuntu 24.10 - 6.12.0-rc3-phx-aipt - GNOME Shell 47.0
dddd 2 Systems - 16 Benchmark Results	AMD Ryzen AI 9 HX 370 - ASUS Zenbook S 16 UM5606WA_UM5606WA UM5606WA v1.0 - AMD Device 1507 Ubuntu 24.10 - 6.11.0-rc6-phx - GNOME Shell 47.0
arrow lake eigen build 3 Systems - 2 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
eigen gam 4 Systems - 2 Benchmark Results	ARMv8 Neoverse-N1 - System76 Thelio Astra - Ampere Computing LLC Altra PCI Root Complex A Ubuntu 24.04 - 6.8.0-48-generic-64k - GNOME Shell 46.0
aaa 3 Systems - 17 Benchmark Results	AMD Ryzen 7 7840HS - Framework Laptop 16 - AMD Device 14e8 Ubuntu 24.04 - 6.8.0-48-generic - GNOME Shell 46.0
ddddd 3 Systems - 53 Benchmark Results	AMD Ryzen Threadripper 7980X 64-Cores - System76 Thelio Major - AMD Device 14a4 Ubuntu 24.04 - 6.8.0-48-generic - GNOME Shell 46.0
amd-5700x-dgem-bench-2024-11-17 1 System - 1 Benchmark Result	AMD Ryzen 7 5700X 8-Core - Gigabyte X570 AORUS ELITE - AMD Starship Ubuntu 22.04 - 6.2.0-26-generic - GNOME Shell 42.9
ddddd 3 Systems - 14 Benchmark Results	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
mt-dgemm rrr 5 Systems - 1 Benchmark Result	AMD Ryzen AI 9 365 - ASUS Zenbook S 16 UM5606WA_UM5606WA UM5606WA v1.0 - AMD Device 1507 Ubuntu 24.10 - 6.12.0-rc7-phx-eraps - GNOME Shell 47.0
qs 4 Systems - 8 Benchmark Results	AMD EPYC 9655P 96-Core - Supermicro Super Server H13SSL-N v1.01 - AMD 1Ah Ubuntu 24.10 - 6.12.0-rc7-phx - GNOME Shell 47.0
grace dgemm 3 Systems - 1 Benchmark Result	ARMv8 Neoverse-V2 - Pegatron JIMBO P4352 - 1 x 480GB LPDDR5-6400MT Ubuntu 24.04 - 6.8.0-48-generic-64k - GCC 13.2.0 + Clang 18.1.3 + CUDA 11.8
AMD Ryzen 7 9800X3D Linux CPU Benchmarks 33 Systems - 367 Benchmark Results
8 x AMD EPYC-Rome Benchmarks 1 System - 3 Benchmark Results	8 x AMD EPYC-Rome - Optimized Hosting KVM v0.36.18 - Intel 82G33 Ubuntu 24.04 - 6.8.0-39-generic - GCC 13.2.0
8 x AMD EPYC-Rome Benchmarks 1 System - 9 Benchmark Results	8 x AMD EPYC-Rome - Optimized Hosting KVM v0.36.18 - Intel 82G33 Ubuntu 24.04 - 6.8.0-39-generic - GCC 13.2.0

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 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 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
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
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 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
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 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
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
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
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