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

Test Maintainer

Michael Larabel 

Test Type

Processor

Average Install Time

2 Seconds

Average Run Time

15 Minutes, 48 Seconds

Test Dependencies

C/C++ Compiler Toolchain

Accolades

5k+ Downloads

Supported Platforms

Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsACES DGEMM Popularity Statisticspts/mt-dgemm2019.102019.112019.122020.012020.022020.032020.042020.052020.062020.072020.082020.092020.102020.112020.122021.012021.022021.032021.042021.052021.062021.072021.082021.092021.105001000150020002500
* 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 current as of 22 October 2021.

Revision History

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

Scientific Computing

HPC - High Performance 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 1,487 public results since 11 October 2019 with the latest data as of 27 October 2021.

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 7763 64-Core
100th
21
38 +/- 1
2 x AMD EPYC 7713 64-Core
98th
12
32
2 x AMD EPYC 7663 56-Core
98th
3
30
2 x AMD EPYC 7742 64-Core
95th
27
27 +/- 3
AMD EPYC 7763 64-Core
95th
10
23
2 x AMD EPYC 75F3 32-Core
94th
21
23 +/- 3
2 x AMD EPYC 7643 48-Core
94th
3
22 +/- 1
2 x Intel Xeon Gold 6258R
92nd
5
20
2 x AMD EPYC 7543 32-Core
91st
4
20 +/- 2
AMD EPYC 7713 64-Core
90th
11
20 +/- 1
2 x Intel Xeon Platinum 8280
90th
31
20
2 x AMD EPYC 7642 48-Core
90th
11
20 +/- 1
2 x AMD EPYC 7513 32-Core
89th
5
19
2 x AMD EPYC 7552 48-Core
87th
6
17 +/- 1
2 x Intel Xeon Gold 6230R
86th
3
17
AMD EPYC 7662 64-Core
86th
12
17
AMD EPYC 7742 64-Core
85th
8
16
AMD EPYC 7643 48-Core
85th
3
16
2 x AMD EPYC 74F3 24-Core
84th
3
16
AMD EPYC 7702 64-Core
84th
12
15
2 x AMD EPYC 7443 24-Core
83rd
7
15
2 x AMD EPYC 7453 28-Core
83rd
4
15 +/- 2
Intel Xeon Platinum 8380
82nd
9
15
AMD EPYC 7642 48-Core
80th
33
14
2 x AMD EPYC 7532 32-Core
79th
7
14
2 x AMD EPYC 7502 32-Core
79th
7
13
2 x Intel Xeon Gold 6254
79th
4
13 +/- 2
AMD EPYC 7552 48-Core
78th
11
13
2 x AMD EPYC 7542 32-Core
77th
6
13
2 x Intel Xeon Platinum 8124M
77th
3
13
2 x Intel Xeon Gold 5220R
76th
10
12
2 x AMD EPYC 7452 32-Core
76th
6
12 +/- 1
Mid-Tier
75th
< 12
2 x Intel Xeon Gold 6138
75th
6
12 +/- 1
2 x AMD EPYC 73F3 16-Core
74th
7
11
AMD EPYC 75F3 32-Core
74th
10
11
Intel Xeon Gold 6258R
73rd
4
11
AMD Ryzen Threadripper PRO 3975WX 32-Cores
73rd
3
11
AMD EPYC 7543 32-Core
73rd
15
11 +/- 2
AMD Ryzen Threadripper 3970X 32-Core
72nd
14
11 +/- 1
AMD EPYC 7453 28-Core
72nd
3
11
Intel Xeon Platinum 8280
72nd
5
11
2 x AMD EPYC 7F72 24-Core
71st
9
11 +/- 1
2 x AMD EPYC 7343 16-Core
71st
7
11
AMD EPYC 7443 24-Core
71st
3
11
2 x AMD EPYC 7402 24-Core
70th
6
10 +/- 1
AMD EPYC 7532 32-Core
69th
11
10
2 x AMD EPYC 7352 24-Core
68th
6
10 +/- 1
AMD EPYC 7313 16-Core
67th
25
9
AMD EPYC 7502 32-Core
66th
8
9
AMD EPYC 7502P 32-Core
64th
14
9
AMD EPYC 7542 32-Core
63rd
9
9
AMD EPYC 7452 32-Core
61st
7
9
AMD Ryzen 9 5950X 16-Core
60th
42
9 +/- 1
2 x AMD EPYC 7F52 16-Core
60th
9
8 +/- 1
AMD EPYC 74F3 24-Core
60th
7
8
2 x Intel Xeon Gold 6250
58th
3
8
2 x Intel Xeon Silver 4214R
58th
4
8
AMD EPYC 7F72 24-Core
57th
8
8
AMD EPYC 7402P 24-Core
55th
17
7
AMD EPYC 7402 24-Core
54th
3
7
Intel Core i9-7980XE
53rd
9
7
AMD EPYC 7352 24-Core
52nd
6
7
2 x Intel Xeon E5-2630 v4
52nd
4
7 +/- 1
Intel Xeon Gold 5218R
52nd
3
7
Intel Xeon W-2295
52nd
3
7
Median
50th
6
Intel Core i9-7960X
50th
24
6
Intel Xeon Gold 5220R
49th
4
6
2 x AMD EPYC 7282 16-Core
49th
6
6
AMD EPYC 73F3 16-Core
48th
7
6
AMD EPYC 7F52 16-Core
48th
11
6 +/- 1
2 x Intel Xeon Silver 4210
46th
4
6
Intel Xeon Gold 6226R
46th
6
6
AMD EPYC 7343 16-Core
46th
3
6
2 x Intel Xeon Silver 4210R
46th
3
6
AMD Ryzen 9 3950X 16-Core
46th
15
6
AMD Ryzen 7 5800X 8-Core
44th
10
5 +/- 1
Intel Core i9-10900K
43rd
13
5
AMD EPYC 7302 16-Core
42nd
3
5
Intel Xeon Gold 5218
41st
13
5
AMD EPYC 7302P 16-Core
41st
16
5 +/- 1
AMD EPYC 7282 16-Core
39th
11
4
2 x AMD EPYC 7F32 8-Core
38th
6
4
AMD EPYC 7601 32-Core
38th
6
4
AMD Ryzen 9 3900XT 12-Core
37th
6
4
2 x AMD EPYC 7601 32-Core
37th
7
4
2 x AMD EPYC 7262 8-Core
36th
5
4
AMD Ryzen 9 3900X 12-Core
35th
29
4 +/- 1
AMD Ryzen 5 5600X 6-Core
34th
7
4
Intel Core i9-9900KS
33rd
10
4
Intel Xeon Silver 4214R
32nd
5
4
Ampere Altra ARMv8 Neoverse-N1 160-Core
31st
7
4
2 x Intel Xeon Silver 4215R
31st
4
4
AMD EPYC 7272 12-Core
31st
9
4
AMD EPYC 72F3 8-Core
30th
9
3
AMD EPYC 7F32 8-Core
28th
15
3
AMD Ryzen 7 3800XT 8-Core
28th
5
3
AMD EPYC 7262 8-Core
26th
5
3
Low-Tier
25th
< 3
Intel Core i5-10600K
25th
10
3
AMD EPYC 7252 8-Core
25th
4
3
AMD Ryzen 5 3600X 6-Core
23rd
9
2
Intel Xeon Gold 5217
22nd
10
2
AMD Ryzen Threadripper 2970WX 24-Core
21st
3
2
Intel Xeon Silver 4215R
21st
5
2
Intel Core i7-9750H
19th
10
2
AMD Ryzen Threadripper 2990WX 32-Core
18th
5
2
Intel Core i7-5775C
18th
3
2
AMD EPYC 7232P 8-Core
17th
18
2
AMD Ryzen Threadripper 2920X 12-Core
16th
3
2
AMD Ryzen Threadripper 2950X 16-Core
15th
6
1
AMD Ryzen 7 PRO 4750G
15th
7
1
Intel Core i7-1065G7
13th
11
1
AMD Ryzen 5 2600X Six-Core
12th
3
0.9
AMD Ryzen 5 2600 Six-Core
11th
3
0.9
Intel Core i5-7600K
9th
3
0.5
AMD Ryzen 5 4500U
8th
5
0.4
AMD FX-8350 Eight-Core
7th
3
0.4
Intel Core i7-6820HQ
7th
5
0.4
Intel Core i5-5200U
7th
4
0.4
Intel Core i5-2520M
6th
3
0.3
Intel Core i5-10210U
5th
10
0.2
Intel Pentium N3710
4th
6
0.2
ARMv8 Cortex-A72 4-Core
3rd
17
0.1
OpenBenchmarking.orgDistribution Of Public Results - Sustained Floating-Point Rate1481 Results Range From 0 To 385 GFLOP/s02040608010012014016018020022024026028030032034036038040030060090012001500

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.

OpenBenchmarking.orgMinutesTime Required To Complete BenchmarkSustained Floating-Point RateRun-Time20406080100Min: 1 / Avg: 6.48 / Max: 93

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 1.3%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsSustained Floating-Point RateDeviation3691215Min: 0 / Avg: 1.32 / Max: 8

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.

IntelAMDOpenBenchmarking.orgRelative Core Scaling To BaseACES DGEMM CPU Core ScalingSustained Floating-Point Rate468121618202432486496128612182430

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).
 
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
The test / benchmark does honor compiler flag changes.
Last automated analysis: 10 May 2021

This test profile binary relies on the shared libraries libgomp.so.1, libc.so.6, libdl.so.2, libpthread.so.0.

Recent Test Results

OpenBenchmarking.org Results Compare

4 Systems - 278 Benchmark Results

AMD Ryzen 9 5900X 12-Core - ASUS TUF GAMING B550-PLUS - AMD Starship

Ubuntu 20.04 - 5.11.0-38-generic - GNOME Shell 3.36.9

1 System - 724 Benchmark Results

AMD Ryzen 9 5900HX - HX90 - AMD Renoir

Ubuntu 21.10 - 5.14.12-051412-generic - LXQt 0.17.0

1 System - 272 Benchmark Results

Intel Core i5-11600K - Gigabyte Z590 UD AC - Intel Device 43ef

Ubuntu 20.04 - 5.11.0-38-generic - GNOME Shell 3.36.9

4 Systems - 141 Benchmark Results

2 x AMD EPYC 75F3 32-Core - ASRockRack ROME2D16-2T - AMD Starship

Ubuntu 21.10 - 5.13.0-20-generic - GNOME Shell 40.5

3 Systems - 141 Benchmark Results

2 x AMD EPYC 75F3 32-Core - ASRockRack ROME2D16-2T - AMD Starship

Ubuntu 21.10 - 5.13.0-20-generic - GNOME Shell 40.5

2 Systems - 140 Benchmark Results

2 x AMD EPYC 75F3 32-Core - ASRockRack ROME2D16-2T - AMD Starship

Ubuntu 21.10 - 5.13.0-20-generic - GNOME Shell 40.5

1 System - 135 Benchmark Results

2 x AMD EPYC 75F3 32-Core - ASRockRack ROME2D16-2T - AMD Starship

Ubuntu 21.10 - 5.13.0-20-generic - GNOME Shell 40.5

1 System - 45 Benchmark Results

2 x AMD EPYC 75F3 32-Core - ASRockRack ROME2D16-2T - AMD Starship

Ubuntu 21.10 - 5.13.0-20-generic - GNOME Shell 40.5

1 System - 3 Benchmark Results

AMD Ryzen 5 4600HS - ASUS GA401IH v1.0 - AMD Renoir Root Complex

ManjaroLinux 21.1.6 - 5.14.12-zen1-1-zen-g14 - KDE Plasma 5.22.5

1 System - 28 Benchmark Results

Intel Atom C3958 - American Megatrends 5.13 - Intel Device 1980

Ubuntu 16.04 - 4.4.0-116-generic - GCC 5.4.0 20160609 + Clang 3.8.0-2ubuntu4

1 System - 28 Benchmark Results

Intel Atom C3958 - American Megatrends 5.13 - Intel Device 1980

Ubuntu 16.04 - 4.4.0-116-generic - GCC 5.4.0 20160609 + Clang 3.8.0-2ubuntu4

1 System - 149 Benchmark Results

AMD Ryzen 9 3900XT 12-Core - MSI MEG X570 GODLIKE - AMD Starship

Ubuntu 19.10 - 5.3.0-18-generic - GNOME Shell 3.34.1

3 Systems - 90 Benchmark Results

ARMv8 rev 0 - e3360_1099 - 32GB

Ubuntu 20.04 - 5.10.41-tegra - X Server

3 Systems - 74 Benchmark Results

ARMv8 rev 0 - e3360_1099 - 32GB

Ubuntu 20.04 - 5.10.41-tegra - X Server

1 System - 69 Benchmark Results

AMD Ryzen 9 5900X 12-Core - ASRock X570 PG Velocita - AMD Starship

Pop 21.04 - 5.11.0-7620-generic - GNOME Shell 3.38.4

Most Popular Test Results

OpenBenchmarking.org Results Compare

3 Systems - 268 Benchmark Results

Intel Core i5-2520M - HP 161C - Intel 2nd Generation Core DRAM

Ubuntu 18.04 - 4.18.0-20-generic - GNOME Shell 3.28.3

11 Systems - 217 Benchmark Results

AMD Ryzen 5 2600X Six-Core - ASUS ROG CROSSHAIR VIII HERO - AMD 17h

Ubuntu 20.04 - 5.9.0-050900-generic - GNOME Shell 3.36.4

12 Systems - 593 Benchmark Results

AMD Ryzen 9 3900X 12-Core - ASUS TUF GAMING X570-PLUS - AMD Starship

Ubuntu 20.04 - 5.8.0-050800daily20200622-generic - GNOME Shell 3.36.2

15 Systems - 38 Benchmark Results

2 x Intel Xeon Gold 6258R - Supermicro X11DAi-N v1.10 - Intel Sky Lake-E DMI3 Registers

Fedora 32 - 5.6.14-300.fc32.x86_64 - GNOME Shell 3.36.2

8 Systems - 360 Benchmark Results

AMD Ryzen Threadripper 2970WX 24-Core - Gigabyte X399 AORUS Gaming 7 - AMD 17h

Ubuntu 19.10 - 5.4.0-999-generic - GNOME Shell 3.34.1

7 Systems - 62 Benchmark Results

Intel Core i9-7960X - MSI X299 SLI PLUS - Intel Sky Lake-E DMI3 Registers

Ubuntu 18.04 - 5.0.0-32-generic - GNOME Shell 3.28.4

3 Systems - 301 Benchmark Results

Intel Core i5-10600K - ASUS PRIME Z490M-PLUS - Intel Comet Lake PCH

Ubuntu 20.04 - 5.4.0-40-generic - GNOME Shell 3.36.3

2 Systems - 59 Benchmark Results

AMD Ryzen 7 3700X 8-Core - MSI MEG X570 GODLIKE - AMD Device 1480

Clear Linux OS 31470 - 5.3.8-854.native - GNOME Shell 3.34.1

12 Systems - 229 Benchmark Results

AMD Ryzen 5 5600X 6-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship

Ubuntu 20.04 - 5.9.0-050900-generic - GNOME Shell 3.36.4

2 Systems - 1708 Benchmark Results

AMD Ryzen 3 3300X 4-Core - ASRock X570 Pro4 - AMD Starship

Ubuntu 20.04 - 5.7.0-rc6-amd-energy - GNOME Shell 3.36.2

3 Systems - 30 Benchmark Results

Intel Core i9-9900KS - ASUS PRIME Z390-A - Intel Cannon Lake PCH

Clear Linux OS 31950 - 5.4.4-880.native - GNOME Shell 3.34.2
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