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

11 October 2019

Test Maintainer

Michael Larabel 

Test Type

Processor

Average Install Time

1 Second

Average Run Time

16 Minutes, 41 Seconds

Test Dependencies

C/C++ Compiler Toolchain

Accolades

5k+ Downloads

Supported Platforms

Public Result UploadsReported Installs*Test Completions*OpenBenchmarking.orgEventsACES DGEMM Popularity Statisticspts/mt-dgemm2019.102019.112019.122020.012020.022020.032020.042020.052020.062020.072020.082020.092020.102020.112020.122021.012021.022021.032004006008001000
* 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.
Data current as of Wed, 03 Mar 2021 06:40:35 GMT.

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 1,035 public results since 11 October 2019 with the latest data as of 3 March 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
# Matching Public Results
GFLOP/s (Average)
2 x AMD EPYC 7742 64-Core
100th
23
27.3 +/- 3.4
2 x Intel Xeon Gold 6258R
99th
5
20.5 +/- 0.3
2 x Intel Xeon Platinum 8280
97th
28
19.9 +/- 0.4
2 x AMD EPYC 7642 48-Core
96th
11
19.8 +/- 0.7
2 x AMD EPYC 7552 48-Core
94th
6
17.5 +/- 1.0
2 x Intel Xeon Gold 6230R
92nd
3
16.8
AMD EPYC 7662 64-Core
92nd
10
16.7 +/- 0.2
AMD EPYC 7742 64-Core
91st
5
16.2 +/- 0.3
AMD EPYC 7702 64-Core
90th
10
15.4 +/- 0.3
AMD EPYC 7642 48-Core
88th
31
13.9 +/- 0.2
2 x AMD EPYC 7532 32-Core
86th
7
13.6 +/- 0.4
2 x AMD EPYC 7502 32-Core
86th
7
13.4 +/- 0.4
2 x Intel Xeon Gold 6254
85th
4
13.3 +/- 1.6
AMD EPYC 7552 48-Core
84th
9
12.7
2 x AMD EPYC 7542 32-Core
84th
6
12.6 +/- 0.5
2 x Intel Xeon Platinum 8124M
84th
3
12.5
2 x Intel Xeon Gold 5220R
83rd
7
12.2 +/- 0.1
2 x AMD EPYC 7452 32-Core
82nd
6
12.1 +/- 0.6
2 x Intel Xeon Gold 6138
81st
6
11.7 +/- 0.8
AMD Ryzen Threadripper 3970X 32-Core
80th
13
11.0 +/- 0.6
Intel Xeon Platinum 8280
79th
3
10.5 +/- 0.4
2 x AMD EPYC 7F72 24-Core
79th
7
10.4 +/- 1.2
2 x AMD EPYC 7402 24-Core
79th
6
10.2 +/- 0.6
AMD EPYC 7532 32-Core
78th
9
9.8 +/- 0.1
2 x AMD EPYC 7352 24-Core
77th
6
9.6 +/- 0.6
Mid-Tier
75th
< 9.4
AMD EPYC 7502 32-Core
75th
8
9.4 +/- 0.4
AMD EPYC 7502P 32-Core
73rd
12
9.2 +/- 0.4
AMD EPYC 7542 32-Core
72nd
7
9.1 +/- 0.2
AMD EPYC 7452 32-Core
70th
7
8.9 +/- 0.1
AMD Ryzen 9 5950X 16-Core
69th
39
8.7 +/- 0.8
2 x AMD EPYC 7F52 16-Core
69th
6
8.2 +/- 0.6
2 x Intel Xeon Gold 6250
67th
3
7.9 +/- 0.1
2 x Intel Xeon Silver 4214R
67th
4
7.8
AMD EPYC 7F72 24-Core
66th
8
7.6 +/- 0.2
AMD EPYC 7402P 24-Core
62nd
13
7.2 +/- 0.1
AMD EPYC 7402 24-Core
62nd
3
7.2 +/- 0.2
Intel Core i9-7980XE
61st
9
6.8 +/- 0.3
AMD EPYC 7352 24-Core
60th
6
6.8
Intel Xeon Gold 5218R
59th
3
6.6 +/- 0.2
Intel Xeon W-2295
59th
3
6.5 +/- 0.2
Intel Core i9-7960X
57th
24
6.3 +/- 0.2
2 x AMD EPYC 7282 16-Core
56th
6
6.1 +/- 0.4
AMD EPYC 7F52 16-Core
55th
9
5.9 +/- 0.6
2 x Intel Xeon Silver 4210
54th
4
5.7
Intel Xeon Gold 6226R
53rd
6
5.7 +/- 0.4
2 x Intel Xeon Silver 4210R
53rd
3
5.6 +/- 0.4
AMD Ryzen 9 3950X 16-Core
53rd
15
5.5 +/- 0.1
Median
50th
5.3
Intel Core i9-10900K
50th
11
5.2 +/- 0.2
AMD Ryzen 7 5800X 8-Core
49th
3
5.0 +/- 0.3
AMD EPYC 7302 16-Core
48th
3
5.0 +/- 0.1
AMD EPYC 7302P 16-Core
46th
14
4.7 +/- 0.5
AMD EPYC 7282 16-Core
44th
9
4.5
2 x AMD EPYC 7F32 8-Core
44th
6
4.4 +/- 0.3
AMD EPYC 7601 32-Core
44th
6
4.4 +/- 0.1
2 x AMD EPYC 7262 8-Core
41st
5
4.2 +/- 0.2
AMD Ryzen 9 3900XT 12-Core
41st
4
4.2
2 x AMD EPYC 7601 32-Core
40th
4
4.1 +/- 0.5
AMD Ryzen 9 3900X 12-Core
39th
29
4.1 +/- 0.5
AMD Ryzen 5 5600X 6-Core
39th
4
4.0
Intel Core i9-9900KS
37th
10
3.8 +/- 0.3
Intel Xeon Silver 4214R
36th
5
3.6 +/- 0.4
2 x Intel Xeon Silver 4215R
36th
4
3.6 +/- 0.1
Ampere Altra ARMv8 Neoverse-N1 160-Core
35th
4
3.5 +/- 0.5
AMD EPYC 7272 12-Core
35th
7
3.5 +/- 0.1
AMD EPYC 7F32 8-Core
32nd
10
3.0 +/- 0.1
AMD Ryzen 7 3800XT 8-Core
32nd
5
3.0
AMD EPYC 7262 8-Core
29th
5
2.7
Intel Core i5-10600K
28th
9
2.6 +/- 0.2
AMD EPYC 7252 8-Core
28th
4
2.5 +/- 0.1
Low-Tier
25th
< 2.3
Intel Xeon Gold 5217
25th
10
2.3 +/- 0.1
AMD Ryzen 5 3600X 6-Core
25th
6
2.3 +/- 0.1
AMD Ryzen Threadripper 2970WX 24-Core
24th
3
2.1
Intel Xeon Silver 4215R
24th
5
2.1 +/- 0.1
AMD Ryzen Threadripper 2990WX 32-Core
21st
5
1.7 +/- 0.1
AMD EPYC 7232P 8-Core
19th
16
1.6 +/- 0.1
AMD Ryzen Threadripper 2920X 12-Core
18th
3
1.5 +/- 0.1
AMD Ryzen Threadripper 2950X 16-Core
17th
6
1.4 +/- 0.2
AMD Ryzen 7 PRO 4750G
16th
7
1.3 +/- 0.2
Intel Core i7-1065G7
14th
11
1.0
AMD Ryzen 5 2600X Six-Core
13th
3
0.9 +/- 0.1
AMD Ryzen 5 2600 Six-Core
12th
3
0.9 +/- 0.1
Intel Core i5-7600K
10th
3
0.5
AMD Ryzen 5 4500U
8th
5
0.4
AMD FX-8350 Eight-Core
8th
3
0.4
Intel Core i7-6820HQ
7th
5
0.4
Intel Core i5-2520M
6th
3
0.3
Intel Core i5-10210U
5th
9
0.2
ARMv8 Cortex-A72 4-Core
4th
17
0.1
OpenBenchmarking.orgDistribution Of Public Results - Sustained Floating-Point Rate1035 Results Range From 0 To 30 GFLOP/s036912151821242730333670140210280350

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-Time1326395265Min: 1 / Avg: 6.67 / Max: 64

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 1.4%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsSustained Floating-Point RateDeviation246810Min: 0 / Avg: 1.37 / Max: 6

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 Rate468121620243248643691215

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 VBROADCASTSD
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: 30 January 2021

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

Recent Test Results

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1 System - 7 Benchmark Results

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Ubuntu 20.04 - 5.4.0-65-generic - Xfce 4.14

1 System - 7 Benchmark Results

Intel Core i5-10210U - Intel NUC10i5FNB - Intel Device 02ef

Ubuntu 20.04 - 5.4.0-65-generic - Xfce 4.14

1 System - 7 Benchmark Results

Intel Core i5-10210U - Intel NUC10i5FNB - Intel Device 02ef

Ubuntu 20.04 - 5.4.0-65-generic - Xfce 4.14

1 System - 53 Benchmark Results

AMD Ryzen 5 3600 6-Core - ASUS PRIME X470-PRO - AMD Starship

Arch rolling - 5.10.16-zen1-1-zen - X Server 1.20.10

1 System - 358 Benchmark Results

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Ubuntu 20.04 - 5.11.0-051100-generic-64k - GNOME Shell 3.36.4

1 System - 37 Benchmark Results

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Most Popular Test Results

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AMD Ryzen 7 5800X 8-Core - Gigabyte X570 AORUS MASTER - AMD Starship

Fedora 33 - 5.8.16-300.fc33.x86_64 - GNOME Shell 3.38.1

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