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

10 Minutes, 42 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-dgemm2019.102019.122020.022020.042020.062020.082020.102020.122021.022021.042021.062021.082021.102021.122022.022022.042022.062022.082022.102022.122023.022023.042023.062023.082023.102023.122024.022024.042K4K6K8K10K
* 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 30 May 2024.

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 2,502 public results since 11 October 2019 with the latest data as of 1 June 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 9754 128-Core
100th
11
86.0 +/- 1.0
2 x AMD EPYC 9684X 96-Core
99th
18
75.0 +/- 4.0
2 x AMD EPYC 9654 96-Core
99th
31
72.0 +/- 4.0
2 x AMD EPYC 9554 64-Core
97th
13
54.7 +/- 0.1
2 x AMD EPYC 7773X 64-Core
96th
45
49.8 +/- 1.0
2 x Intel Xeon Platinum 8490H
94th
21
45.2 +/- 1.0
AMD EPYC 9754 128-Core
93rd
7
44.1 +/- 0.6
AMD Ryzen Threadripper PRO 7995WX 96-Cores
93rd
9
43.9 +/- 0.6
AMD EPYC 9684X 96-Core
92nd
10
41.2 +/- 2.3
AMD EPYC 9654 96-Core
92nd
15
40.5 +/- 2.2
2 x AMD EPYC 7763 64-Core
91st
50
39.1 +/- 1.7
2 x Intel Xeon Platinum 8468
91st
7
38.8 +/- 1.0
AMD Ryzen Threadripper 7980X 64-Cores
89th
4
34.9 +/- 1.3
2 x Intel Xeon Platinum 8462Y
88th
5
33.0 +/- 1.9
2 x AMD EPYC 7713 64-Core
88th
26
32.2 +/- 0.4
2 x AMD EPYC 7573X 32-Core
87th
11
31.1 +/- 0.6
2 x AMD EPYC 7663 56-Core
87th
6
30.9 +/- 1.4
2 x AMD EPYC 9374F 32-Core
87th
5
30.2 +/- 0.5
AMD EPYC 9554 64-Core
86th
13
30.1 +/- 0.1
AMD EPYC 7773X 64-Core
85th
30
29.2 +/- 0.5
INTEL XEON PLATINUM 8592
84th
24
29.0 +/- 0.3
2 x AMD EPYC 7742 64-Core
84th
19
28.7 +/- 0.6
2 x Intel Xeon Gold 6442Y
81st
5
24.3 +/- 1.9
2 x AMD EPYC 7643 48-Core
80th
5
24.1 +/- 2.4
AMD EPYC 7763 64-Core
80th
33
23.8 +/- 0.6
2 x Intel Xeon Platinum 8362
80th
4
23.6 +/- 1.1
Intel Xeon Platinum 8490H
78th
24
23.0 +/- 0.8
AMD EPYC 8534P 64-Core
78th
8
22.7 +/- 0.5
Intel Xeon Max 9480
78th
6
22.6 +/- 0.1
2 x AMD EPYC 75F3 32-Core
77th
40
22.2 +/- 1.6
AMD EPYC 8534PN 64-Core
77th
10
21.8 +/- 0.9
Mid-Tier
75th
< 20.9
AMD EPYC 7713 64-Core
75th
25
20.4 +/- 0.6
2 x Intel Xeon Gold 6258R
75th
3
20.4 +/- 0.1
2 x AMD EPYC 7642 48-Core
74th
6
20.1 +/- 0.6
2 x Intel Xeon Platinum 8280
73rd
29
19.9 +/- 0.6
Intel Xeon Max 9468
73rd
5
19.7 +/- 0.1
2 x AMD EPYC 7543 32-Core
73rd
7
19.6 +/- 1.4
Intel Xeon Platinum 8468
73rd
3
19.5 +/- 0.7
Intel Xeon Platinum 8471N
73rd
4
19.4 +/- 0.1
AMD EPYC 7663 56-Core
72nd
4
19.1 +/- 0.5
2 x AMD EPYC 7513 32-Core
72nd
6
18.8 +/- 0.1
AMD EPYC 7573X 32-Core
71st
12
18.4 +/- 0.3
2 x Intel Xeon Gold 6444Y
71st
6
18.4 +/- 0.9
Intel Xeon Platinum 8462Y
70th
5
17.8 +/- 1.2
ARMv8 Neoverse-N1 128-Core
70th
17
17.8 +/- 0.6
Ampere ARMv8 Neoverse-N1 128-Core
69th
3
17.1 +/- 1.0
AMD EPYC 7643 48-Core
69th
5
17.0 +/- 1.1
AMD EPYC 7662 64-Core
68th
10
16.7 +/- 0.2
AMD EPYC 7742 64-Core
68th
7
16.3 +/- 0.3
AMD EPYC 9374F 32-Core
68th
4
16.1 +/- 0.1
2 x AMD EPYC 74F3 24-Core
67th
8
15.7 +/- 0.2
AMD EPYC 7702 64-Core
66th
10
15.4 +/- 0.2
2 x AMD EPYC 7453 28-Core
66th
5
15.3 +/- 1.5
2 x AMD EPYC 7443 24-Core
66th
8
15.2 +/- 0.4
2 x Intel Xeon E5-2696 v4
65th
6
14.7 +/- 0.2
2 x AMD EPYC 7373X 16-Core
65th
12
14.6 +/- 0.9
2 x Intel Xeon E5-2699 v4
64th
4
14.5 +/- 0.2
Intel Xeon Platinum 8380
64th
19
14.3 +/- 0.5
2 x AMD EPYC 7413 24-Core
64th
3
14.2 +/- 0.3
AMD EPYC 7642 48-Core
63rd
28
13.9 +/- 0.2
Intel Xeon Gold 6421N
62nd
3
13.4
2 x Intel Xeon Gold 6254
62nd
4
13.3 +/- 1.6
AMD EPYC 7473X 24-Core
62nd
3
12.8 +/- 0.7
AMD EPYC 7552 48-Core
61st
10
12.7 +/- 0.1
2 x Intel Xeon Platinum 8124M
61st
3
12.5
Intel Xeon Platinum 8362
61st
3
12.5 +/- 0.6
Intel Xeon Gold 6414U
60th
4
12.3 +/- 0.4
2 x Intel Xeon Gold 5220R
60th
8
12.2 +/- 0.1
AMD EPYC 75F3 32-Core
60th
19
12.2 +/- 1.6
Intel Xeon Gold 6442Y
60th
3
12.0 +/- 1.0
2 x Intel Xeon Gold 6138
59th
4
11.4 +/- 0.9
2 x AMD EPYC 73F3 16-Core
59th
9
11.3 +/- 0.3
Intel Xeon Gold 6258R
59th
3
11.3 +/- 0.1
AMD Ryzen 9 7950X3D 16-Core
58th
10
11.3 +/- 0.5
2 x AMD EPYC 7F72 24-Core
58th
5
11.1 +/- 0.9
AMD Ryzen Threadripper PRO 3975WX 32-Cores
57th
3
11.0 +/- 0.3
AMD Ryzen 9 7950X 16-Core
57th
9
11.0 +/- 0.7
AMD EPYC 7543 32-Core
57th
17
10.9 +/- 1.5
AMD Ryzen Threadripper 3970X 32-Core
57th
14
10.9 +/- 0.9
Intel Xeon Platinum 8280
57th
6
10.8 +/- 0.4
AMD EPYC 7453 28-Core
57th
4
10.8 +/- 0.1
2 x AMD EPYC 7343 16-Core
56th
8
10.6 +/- 0.1
AMD EPYC 4584PX 16-Core
56th
4
10.6
AMD EPYC 7443 24-Core
56th
5
10.6 +/- 0.2
2 x AMD EPYC 7313 16-Core
56th
4
10.2 +/- 0.1
AMD EPYC 7413 24-Core
55th
3
9.9 +/- 0.1
AMD EPYC 7532 32-Core
55th
10
9.8 +/- 0.1
AMD EPYC 4564P 16-Core
54th
5
9.6
AMD EPYC 7502 32-Core
53rd
6
9.5 +/- 0.5
AMD EPYC 7502P 32-Core
52nd
10
9.4 +/- 0.1
AMD EPYC 7313P 16-Core
51st
3
9.3
AMD EPYC 7313 16-Core
51st
26
9.3 +/- 0.8
Median
50th
9.1
AMD EPYC 7542 32-Core
50th
8
9.0 +/- 0.2
AMD EPYC 7452 32-Core
50th
5
8.9
AMD Ryzen 9 5950X 16-Core
49th
56
8.8 +/- 0.8
2 x AMD EPYC 7F52 16-Core
49th
4
8.8 +/- 0.5
AMD Ryzen 9 7900X 12-Core
49th
7
8.6 +/- 0.3
AMD EPYC 74F3 24-Core
48th
11
8.4 +/- 0.2
Intel Core i9-13900K
48th
5
8.4
AMD Ryzen 9 7900X3D 12-Core
47th
5
8.1 +/- 0.1
AMD EPYC 7373X 16-Core
47th
8
8.0 +/- 0.2
AMD EPYC 7F72 24-Core
46th
6
7.5 +/- 0.1
AMD EPYC 7402P 24-Core
45th
12
7.4 +/- 0.3
AMD EPYC 4464P 12-Core
44th
3
7.2
Intel Core i9-7980XE
44th
8
6.9 +/- 0.3
Intel Xeon W-2295
44th
5
6.9 +/- 0.5
AMD EPYC 7352 24-Core
43rd
5
6.7
2 x Intel Xeon E5-2630 v4
43rd
4
6.7 +/- 1.0
AMD Ryzen 7 7800X3D 8-Core
43rd
9
6.4 +/- 0.4
Intel Core i9-7960X
42nd
24
6.3 +/- 0.2
Intel Xeon Gold 5220R
41st
3
6.3 +/- 0.1
AMD EPYC 73F3 16-Core
41st
9
6.2 +/- 0.6
2 x AMD EPYC 72F3 8-Core
41st
4
6.1 +/- 0.2
AMD EPYC 7F52 16-Core
40th
9
5.9 +/- 0.6
Intel Core i9-12900K
40th
22
5.9 +/- 0.4
AMD EPYC 7343 16-Core
39th
4
5.7 +/- 0.1
AMD EPYC 4484PX 12-Core
39th
4
5.6
AMD Ryzen 9 3950X 16-Core
38th
10
5.5 +/- 0.1
Intel Xeon Gold 6226R
38th
4
5.5
AMD EPYC 4344P 8-Core
37th
3
5.3
AMD EPYC 4364P 8-Core
37th
4
5.3 +/- 0.1
Intel Core i9-10900K
36th
12
5.2 +/- 0.2
AMD Ryzen 7 5800X 8-Core
35th
32
5.1 +/- 0.5
AMD EPYC 7302P 16-Core
35th
11
5.0
Intel Core i7-12700K
35th
6
4.9 +/- 0.2
AMD Ryzen 7 5800X3D 8-Core
35th
16
4.9 +/- 0.2
Intel Xeon Gold 5218
35th
8
4.9 +/- 0.2
Intel Xeon Silver 4216
33rd
6
4.7 +/- 0.3
AMD EPYC 7282 16-Core
32nd
10
4.5
AMD Ryzen 9 3900XT 12-Core
31st
6
4.3 +/- 0.1
2 x AMD EPYC 7601 32-Core
30th
8
4.2 +/- 0.4
AMD Ryzen 5 7600X 6-Core
30th
3
4.2
AMD EPYC 7601 32-Core
30th
9
4.1 +/- 0.3
Intel Xeon E E-2488
30th
7
4.1 +/- 0.1
AMD Ryzen 5 5600X 6-Core
30th
10
4.1 +/- 0.2
AMD Ryzen 9 3900X 12-Core
30th
27
4.0 +/- 0.6
AMD EPYC 4244P 6-Core
29th
3
3.9
Intel Core i9-9900KS
28th
8
3.8 +/- 0.2
Intel Core i9-11980HK
28th
3
3.7
Ampere Altra ARMv8 Neoverse-N1 160-Core
27th
6
3.6 +/- 0.5
AMD EPYC 7272 12-Core
27th
8
3.5 +/- 0.1
Intel Core i5-12600K
27th
5
3.5 +/- 0.2
Intel Xeon Silver 4214R
27th
3
3.5
Intel Core i7-11800H
26th
4
3.4 +/- 0.1
Intel Core i7-11700B
26th
4
3.4 +/- 0.2
Intel Core i7-11700K
26th
10
3.3 +/- 0.2
Low-Tier
25th
< 3.2
AMD EPYC 7F32 8-Core
24th
13
3.0
AMD Ryzen 7 3800XT 8-Core
24th
4
3.0
Intel Core i5-14400F
23rd
3
2.9
AMD Ryzen 5 5600G
23rd
3
2.9 +/- 0.2
AMD Ryzen 5 8400F 6-Core
23rd
3
2.8
AMD EPYC 7262 8-Core
22nd
4
2.7
AMD EPYC 7252 8-Core
22nd
3
2.6
Intel Core i5-10600K
22nd
9
2.5 +/- 0.2
AMD Ryzen 5 3600X 6-Core
21st
8
2.3 +/- 0.1
Intel Xeon Gold 5217
20th
5
2.2 +/- 0.1
AMD EPYC 4124P 4-Core
20th
4
2.2
Intel Xeon Silver 4215R
19th
3
2.0
2 x Intel Xeon E5-2630 0
18th
3
1.9 +/- 0.1
Intel Core i7-5775C
17th
3
1.7 +/- 0.1
AMD Ryzen Threadripper 2990WX 32-Core
17th
6
1.7 +/- 0.1
AMD Ryzen 9 6900HX
16th
6
1.6 +/- 0.2
AMD EPYC 7232P 8-Core
16th
11
1.6
AMD Ryzen Threadripper 2920X 12-Core
15th
3
1.5 +/- 0.1
AMD EPYC 7251 8-Core
15th
3
1.5
AMD Ryzen Threadripper 2950X 16-Core
15th
7
1.4 +/- 0.2
AMD Ryzen 7 PRO 4750G
14th
8
1.3 +/- 0.2
AMD Ryzen 5 PRO 6650U
14th
3
1.3 +/- 0.1
Intel Core i7-1065G7
12th
11
1.0
Intel Core i7-8809G
11th
3
1.0
Apple M2
10th
4
0.8
Intel Core i5-6260U
8th
5
0.6
Intel Core i5-7600K
8th
3
0.5
AMD Ryzen 5 4500U
7th
5
0.4
AMD FX-8350 Eight-Core
6th
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
3rd
6
0.2
ARMv8 Cortex-A72 4-Core
2nd
20
0.1
OpenBenchmarking.orgDistribution Of Public Results - Sustained Floating-Point Rate2502 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: 6.46 / 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: 1.16 / 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 Rate468101216182432485664961281020304050

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 72-Core, 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 Neoverse-V2 72-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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8 Systems - 360 Benchmark Results

AMD Ryzen Threadripper 2990WX 32-Core - ASUS ROG ZENITH EXTREME - AMD 17h

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