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

3 Seconds

Average Run Time

8 Minutes, 11 Seconds

Test Dependencies

C/C++ Compiler Toolchain

Accolades

10k+ Downloads

Supported Platforms

Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsACES DGEMM Popularity Statisticspts/mt-dgemm2019.102019.122020.022020.042020.062020.082020.102020.122021.022021.042021.062021.082021.102021.122022.022022.042022.062022.082022.102022.122023.022023.042023.062023.082023.102023.122K4K6K8K10K
* 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 3 December 2023.

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

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 2,178 public results since 11 October 2019 with the latest data as of 6 December 2023.

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 9754 128-Core
100th
4
87 +/- 1
2 x AMD EPYC 9654 96-Core
100th
25
72 +/- 4
2 x AMD EPYC 9684X 96-Core
100th
5
71 +/- 4
2 x AMD EPYC 9554 64-Core
98th
12
55
2 x AMD EPYC 7773X 64-Core
97th
45
50 +/- 1
2 x Intel Xeon Platinum 8490H
95th
9
45 +/- 1
AMD Ryzen Threadripper PRO 7995WX 96-Cores
95th
6
44 +/- 1
AMD EPYC 9754 128-Core
95th
3
44
AMD EPYC 9654 96-Core
94th
12
41 +/- 2
AMD EPYC 9684X 96-Core
94th
6
40 +/- 1
2 x AMD EPYC 7763 64-Core
93rd
50
39 +/- 2
AMD Ryzen Threadripper 7980X 64-Cores
92nd
3
35 +/- 1
2 x AMD EPYC 7713 64-Core
91st
26
32
2 x AMD EPYC 7573X 32-Core
90th
11
31 +/- 1
2 x AMD EPYC 7663 56-Core
90th
6
31 +/- 1
2 x AMD EPYC 9374F 32-Core
90th
5
30
AMD EPYC 9554 64-Core
89th
12
30
AMD EPYC 7773X 64-Core
88th
30
29 +/- 1
2 x AMD EPYC 7742 64-Core
87th
19
29 +/- 1
2 x AMD EPYC 7643 48-Core
84th
5
24 +/- 2
AMD EPYC 7763 64-Core
83rd
33
24 +/- 1
2 x Intel Xeon Platinum 8362
83rd
4
24 +/- 1
Intel Xeon Platinum 8490H
82nd
8
23 +/- 1
2 x AMD EPYC 75F3 32-Core
82nd
40
22 +/- 2
AMD EPYC 7713 64-Core
79th
25
20 +/- 1
2 x Intel Xeon Gold 6258R
79th
3
20
2 x AMD EPYC 7642 48-Core
78th
6
20 +/- 1
2 x Intel Xeon Platinum 8280
78th
26
20 +/- 1
2 x AMD EPYC 7543 32-Core
78th
7
20 +/- 1
AMD EPYC 7663 56-Core
77th
4
19
2 x AMD EPYC 7513 32-Core
77th
6
19
AMD EPYC 7573X 32-Core
76th
12
18
Mid-Tier
75th
< 18
ARMv8 Neoverse-N1 128-Core
75th
10
18 +/- 1
Ampere ARMv8 Neoverse-N1 128-Core
74th
3
17 +/- 1
AMD EPYC 7643 48-Core
74th
5
17 +/- 1
AMD EPYC 7662 64-Core
74th
10
17
AMD EPYC 7742 64-Core
73rd
7
16
AMD EPYC 9374F 32-Core
73rd
4
16
2 x AMD EPYC 74F3 24-Core
72nd
8
16
AMD EPYC 7702 64-Core
72nd
10
15
2 x AMD EPYC 7453 28-Core
72nd
5
15 +/- 1
2 x AMD EPYC 7443 24-Core
71st
8
15
2 x AMD EPYC 7373X 16-Core
70th
12
15 +/- 1
Intel Xeon Platinum 8380
70th
16
14
2 x AMD EPYC 7413 24-Core
70th
3
14
AMD EPYC 7642 48-Core
69th
28
14
2 x Intel Xeon Gold 6254
67th
4
13 +/- 2
AMD EPYC 7473X 24-Core
67th
3
13 +/- 1
AMD EPYC 7552 48-Core
67th
10
13
2 x Intel Xeon Platinum 8124M
66th
3
13
Intel Xeon Platinum 8362
66th
3
12 +/- 1
2 x Intel Xeon Gold 5220R
66th
8
12
AMD EPYC 75F3 32-Core
66th
19
12 +/- 2
2 x Intel Xeon Gold 6138
64th
4
11 +/- 1
2 x AMD EPYC 73F3 16-Core
64th
9
11
Intel Xeon Gold 6258R
64th
3
11
AMD Ryzen 9 7950X3D 16-Core
64th
10
11 +/- 1
2 x AMD EPYC 7F72 24-Core
63rd
5
11 +/- 1
AMD Ryzen Threadripper PRO 3975WX 32-Cores
63rd
3
11
AMD Ryzen 9 7950X 16-Core
62nd
9
11 +/- 1
AMD EPYC 7543 32-Core
62nd
17
11 +/- 1
AMD Ryzen Threadripper 3970X 32-Core
62nd
14
11 +/- 1
Intel Xeon Platinum 8280
62nd
6
11
AMD EPYC 7453 28-Core
62nd
4
11
2 x AMD EPYC 7343 16-Core
61st
8
11
AMD EPYC 7443 24-Core
61st
5
11
2 x AMD EPYC 7313 16-Core
61st
4
10
AMD EPYC 7413 24-Core
60th
3
10
AMD EPYC 7532 32-Core
60th
10
10
AMD EPYC 7502 32-Core
58th
6
9
AMD EPYC 7502P 32-Core
57th
10
9
AMD EPYC 7313P 16-Core
56th
3
9
AMD EPYC 7313 16-Core
56th
26
9 +/- 1
AMD EPYC 7542 32-Core
55th
8
9
AMD EPYC 7452 32-Core
54th
5
9
AMD Ryzen 9 5950X 16-Core
54th
56
9 +/- 1
2 x AMD EPYC 7F52 16-Core
54th
4
9 +/- 1
AMD Ryzen 9 7900X 12-Core
53rd
7
9
AMD EPYC 74F3 24-Core
53rd
11
8
Intel Core i9-13900K
53rd
5
8
AMD Ryzen 9 7900X3D 12-Core
52nd
5
8
AMD EPYC 7373X 16-Core
51st
8
8
Median
50th
8
AMD EPYC 7F72 24-Core
50th
6
8
AMD EPYC 7402P 24-Core
49th
12
7
Intel Core i9-7980XE
48th
8
7
Intel Xeon W-2295
48th
5
7
AMD EPYC 7352 24-Core
47th
5
7
2 x Intel Xeon E5-2630 v4
47th
4
7 +/- 1
AMD Ryzen 7 7800X3D 8-Core
46th
8
6
Intel Core i9-7960X
45th
24
6
Intel Xeon Gold 5220R
45th
3
6
AMD EPYC 73F3 16-Core
45th
9
6 +/- 1
2 x AMD EPYC 72F3 8-Core
44th
4
6
AMD EPYC 7F52 16-Core
44th
9
6 +/- 1
Intel Core i9-12900K
43rd
22
6
AMD EPYC 7343 16-Core
42nd
4
6
AMD Ryzen 9 3950X 16-Core
42nd
10
6
Intel Xeon Gold 6226R
41st
4
5
Intel Core i9-10900K
40th
12
5
AMD Ryzen 7 5800X 8-Core
39th
32
5 +/- 1
AMD EPYC 7302P 16-Core
38th
11
5
Intel Core i7-12700K
38th
6
5
AMD Ryzen 7 5800X3D 8-Core
38th
16
5
Intel Xeon Gold 5218
38th
8
5
Intel Xeon Silver 4216
36th
6
5
AMD EPYC 7282 16-Core
35th
10
4
AMD EPYC 7601 32-Core
35th
5
4
AMD Ryzen 9 3900XT 12-Core
34th
6
4
2 x AMD EPYC 7601 32-Core
33rd
8
4
AMD Ryzen 5 7600X 6-Core
33rd
3
4
AMD Ryzen 5 5600X 6-Core
33rd
10
4
AMD Ryzen 9 3900X 12-Core
32nd
27
4 +/- 1
Intel Core i9-9900KS
31st
8
4
Intel Core i9-11980HK
31st
3
4
Ampere Altra ARMv8 Neoverse-N1 160-Core
30th
6
4
AMD EPYC 7272 12-Core
30th
8
4
Intel Core i5-12600K
30th
5
4
Intel Xeon Silver 4214R
29th
3
3
Intel Core i7-11800H
29th
4
3
Intel Core i7-11700B
29th
4
3
Intel Core i7-11700K
28th
10
3
AMD EPYC 7F32 8-Core
26th
13
3
AMD Ryzen 7 3800XT 8-Core
26th
4
3
AMD Ryzen 5 5600G
26th
3
3
Low-Tier
25th
< 3
AMD EPYC 7262 8-Core
25th
4
3
AMD EPYC 7252 8-Core
24th
3
3
Intel Core i5-10600K
24th
9
3
AMD Ryzen 5 3600X 6-Core
23rd
8
2
Intel Xeon Gold 5217
22nd
5
2
Intel Xeon Silver 4215R
21st
3
2
2 x Intel Xeon E5-2630 0
20th
3
2
Intel Core i7-5775C
19th
3
2
AMD Ryzen Threadripper 2990WX 32-Core
19th
6
2
AMD Ryzen 9 6900HX
18th
6
2
AMD EPYC 7232P 8-Core
18th
11
2
AMD Ryzen Threadripper 2920X 12-Core
17th
3
2
AMD EPYC 7251 8-Core
17th
3
1
AMD Ryzen Threadripper 2950X 16-Core
16th
7
1
AMD Ryzen 7 PRO 4750G
15th
8
1
AMD Ryzen 5 PRO 6650U
15th
3
1
Intel Core i7-1065G7
13th
11
1
Intel Core i7-8809G
13th
3
1.0
Apple M2
11th
4
0.8
Intel Core i5-6260U
9th
5
0.6
Intel Core i5-7600K
9th
3
0.5
AMD Ryzen 5 4500U
7th
5
0.4
AMD FX-8350 Eight-Core
7th
3
0.4
Intel Core i7-6820HQ
6th
5
0.4
Intel Core i5-5200U
6th
4
0.4
Intel Core i5-2520M
5th
3
0.3
Intel Core i5-10210U
4th
10
0.2
Intel Pentium N3710
4th
6
0.2
ARMv8 Cortex-A72 4-Core
3rd
19
0.1
OpenBenchmarking.orgDistribution Of Public Results - Sustained Floating-Point Rate2423 Results Range From 0 To 393 GFLOP/s20406080100120140160180200220240260280300320340360380400400800120016002000

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-Time1632486480Min: 1 / Avg: 6.47 / Max: 86

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 1.2%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsSustained Floating-Point RateDeviation3691215Min: 0 / Avg: 1.19 / 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).
 
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)
IBM Z
s390x
(Many Processors)
Loongson LoongArch 64-bit
loongarch64
Loongson-3A5000, Loongson-3A5000LL
ARMv7 32-bit
armv7l
ARMv7 Cortex-A72 4-Core, ARMv7 rev 3 4-Core
ARMv8 64-bit
aarch64
AArch64 rev 1, AArch64 rev 12, AArch64 rev 4, ARMv8 Cortex-A53 4-Core, ARMv8 Cortex-A72, ARMv8 Cortex-A72 4-Core, ARMv8 Neoverse-N1, ARMv8 Neoverse-N1 128-Core, ARMv8 Neoverse-N1 32-Core, ARMv8 Neoverse-N1 64-Core, ARMv8 Neoverse-V1, ARMv8 Neoverse-V1 64-Core, ARMv8 rev 0 8-Core, Ampere ARMv8 Neoverse-N1 128-Core, Ampere ARMv8 Neoverse-N1 160-Core, Ampere ARMv8 Neoverse-N1 256-Core, Ampere Altra ARMv8 Neoverse-N1 160-Core, Ampere Altra ARMv8 Neoverse-N1 80-Core, Apple M1, Apple M1 Pro, Apple M2, phytium FT1500a

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