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, 12 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-dgemm2019.102019.112019.122020.012020.022020.032020.042020.052020.062020.072020.082020.092020.102020.112020.122021.012021.022021.032021.042021.052021.062021.072021.082021.092021.102021.112021.122022.012022.022022.032022.042022.052022.062022.072022.082022.092022.102022.112022.1211002200330044005500
* 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 1 December 2022.

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 2,075 public results since 11 October 2019 with the latest data as of 5 December 2022.

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 9654 96-Core
100th
8
75 +/- 5
2 x AMD EPYC 9554 64-Core
100th
8
55
2 x AMD EPYC 7773X 64-Core
99th
34
50 +/- 1
AMD EPYC 9654 96-Core
97th
8
42 +/- 3
2 x AMD EPYC 7763 64-Core
97th
49
39 +/- 2
2 x AMD EPYC 7713 64-Core
94th
25
32
2 x AMD EPYC 7663 56-Core
93rd
6
31 +/- 1
2 x AMD EPYC 7573X 32-Core
93rd
6
31
2 x AMD EPYC 9374F 32-Core
93rd
4
30 +/- 1
AMD EPYC 9554 64-Core
93rd
8
30
AMD EPYC 7773X 64-Core
91st
22
29 +/- 1
2 x AMD EPYC 7742 64-Core
89th
29
28 +/- 3
2 x AMD EPYC 7643 48-Core
88th
5
24 +/- 2
AMD EPYC 7763 64-Core
88th
28
24 +/- 1
2 x Intel Xeon Platinum 8362
88th
3
24 +/- 1
2 x AMD EPYC 75F3 32-Core
86th
40
22 +/- 2
2 x Intel Xeon Gold 6258R
84th
5
20
AMD EPYC 7713 64-Core
84th
24
20 +/- 1
2 x Intel Xeon Platinum 8280
83rd
32
20
2 x AMD EPYC 7642 48-Core
82nd
11
20 +/- 1
2 x AMD EPYC 7543 32-Core
82nd
7
20 +/- 1
AMD EPYC 7663 56-Core
81st
4
19
2 x AMD EPYC 7513 32-Core
81st
6
19
AMD EPYC 7573X 32-Core
80th
7
19
2 x AMD EPYC 7552 48-Core
79th
6
17 +/- 1
Ampere ARMv8 Neoverse-N1 128-Core
78th
3
17 +/- 1
AMD EPYC 7643 48-Core
78th
5
17 +/- 1
2 x Intel Xeon Gold 6230R
78th
3
17
AMD EPYC 7662 64-Core
78th
12
17
AMD EPYC 7742 64-Core
77th
8
16
AMD EPYC 9374F 32-Core
77th
4
16
2 x AMD EPYC 74F3 24-Core
76th
8
16
Mid-Tier
75th
< 16
AMD EPYC 7702 64-Core
75th
12
15
2 x AMD EPYC 7453 28-Core
75th
5
15 +/- 1
2 x AMD EPYC 7443 24-Core
75th
8
15
2 x AMD EPYC 7373X 16-Core
74th
8
15 +/- 1
Intel Xeon Platinum 8380
73rd
15
14
2 x AMD EPYC 7413 24-Core
73rd
3
14
AMD EPYC 7642 48-Core
72nd
33
14
2 x AMD EPYC 7532 32-Core
71st
7
14
2 x AMD EPYC 7502 32-Core
71st
7
13
2 x Intel Xeon Gold 6254
71st
4
13 +/- 2
AMD EPYC 7473X 24-Core
70th
3
13 +/- 1
AMD EPYC 7552 48-Core
70th
11
13
2 x AMD EPYC 7542 32-Core
69th
6
13
2 x Intel Xeon Platinum 8124M
69th
3
13
2 x Intel Xeon Gold 5220R
68th
10
12
AMD EPYC 75F3 32-Core
68th
19
12 +/- 2
2 x AMD EPYC 7452 32-Core
68th
6
12 +/- 1
2 x Intel Xeon Gold 6138
67th
6
12 +/- 1
2 x AMD EPYC 73F3 16-Core
66th
9
11
Intel Xeon Gold 6258R
66th
4
11
AMD Ryzen Threadripper PRO 3975WX 32-Cores
65th
3
11
AMD EPYC 7543 32-Core
65th
17
11 +/- 1
AMD Ryzen Threadripper 3970X 32-Core
65th
14
11 +/- 1
AMD EPYC 7453 28-Core
65th
4
11
Intel Xeon Platinum 8280
65th
7
11
AMD Ryzen 9 7950X 16-Core
64th
3
11 +/- 1
2 x AMD EPYC 7F72 24-Core
64th
9
11 +/- 1
2 x AMD EPYC 7343 16-Core
64th
8
11
AMD EPYC 7443 24-Core
64th
5
11
2 x AMD EPYC 7313 16-Core
63rd
4
10
2 x AMD EPYC 7402 24-Core
63rd
6
10 +/- 1
AMD EPYC 7413 24-Core
63rd
3
10
AMD EPYC 7532 32-Core
62nd
11
10
2 x AMD EPYC 7352 24-Core
61st
6
10 +/- 1
AMD EPYC 7502 32-Core
59th
8
9
AMD EPYC 7313 16-Core
58th
26
9 +/- 1
AMD EPYC 7502P 32-Core
58th
14
9
AMD EPYC 7542 32-Core
57th
9
9
AMD EPYC 7452 32-Core
56th
7
9
AMD Ryzen 9 5950X 16-Core
55th
50
9 +/- 1
2 x AMD EPYC 7F52 16-Core
55th
9
8 +/- 1
AMD EPYC 74F3 24-Core
55th
11
8
AMD EPYC 7373X 16-Core
53rd
6
8
2 x Intel Xeon Gold 6250
53rd
3
8
2 x Intel Xeon Silver 4214R
53rd
4
8
AMD EPYC 7F72 24-Core
52nd
8
8
AMD EPYC 7402P 24-Core
51st
17
7
Median
50th
7
AMD EPYC 7402 24-Core
50th
3
7
Intel Core i9-7980XE
49th
9
7
AMD EPYC 7352 24-Core
49th
6
7
2 x Intel Xeon E5-2630 v4
48th
4
7 +/- 1
Intel Xeon Gold 5218R
48th
3
7
Intel Xeon W-2295
48th
3
7
Intel Core i9-7960X
46th
24
6
AMD EPYC 73F3 16-Core
46th
9
6 +/- 1
Intel Xeon Gold 5220R
46th
4
6
2 x AMD EPYC 7282 16-Core
45th
6
6
2 x AMD EPYC 72F3 8-Core
45th
4
6
AMD EPYC 7F52 16-Core
45th
11
6 +/- 1
Intel Core i9-12900K
44th
22
6
AMD EPYC 7343 16-Core
43rd
4
6
Intel Xeon Gold 6226R
43rd
6
6
2 x Intel Xeon Silver 4210R
43rd
3
6
AMD Ryzen 9 3950X 16-Core
42nd
15
6
Intel Core i9-10900K
40th
13
5
AMD Ryzen 7 5800X 8-Core
39th
28
5 +/- 1
AMD Ryzen 7 5800X3D 8-Core
39th
12
5
AMD EPYC 7302 16-Core
39th
3
5
Intel Core i7-12700K
38th
6
5
Intel Xeon Gold 5218
38th
13
5
AMD EPYC 7302P 16-Core
37th
16
5 +/- 1
AMD EPYC 7282 16-Core
35th
11
4
2 x AMD EPYC 7F32 8-Core
35th
6
4
AMD EPYC 7601 32-Core
35th
6
4
AMD Ryzen 9 3900XT 12-Core
34th
6
4
2 x AMD EPYC 7262 8-Core
33rd
5
4
2 x AMD EPYC 7601 32-Core
33rd
8
4
AMD Ryzen 5 5600X 6-Core
32nd
10
4
AMD Ryzen 9 3900X 12-Core
32nd
29
4 +/- 1
Intel Core i9-9900KS
31st
10
4
Intel Core i9-11980HK
30th
3
4
Intel Xeon Silver 4214R
30th
5
4
Ampere Altra ARMv8 Neoverse-N1 160-Core
29th
7
4
2 x Intel Xeon Silver 4215R
29th
4
4
AMD EPYC 7272 12-Core
28th
9
4
Intel Core i5-12600K
28th
5
4
Intel Core i7-11800H
28th
4
3
Intel Core i7-11700K
27th
10
3
Low-Tier
25th
< 3
AMD EPYC 7F32 8-Core
25th
15
3
AMD Ryzen 7 3800XT 8-Core
25th
5
3
AMD EPYC 7262 8-Core
23rd
5
3
Intel Core i5-10600K
22nd
10
3
AMD EPYC 7252 8-Core
22nd
4
3
AMD Ryzen 5 3600X 6-Core
21st
9
2
Intel Xeon Gold 5217
20th
10
2
Intel Xeon Silver 4215R
19th
5
2
Intel Core i7-9750H
18th
10
2
Intel Core i7-5775C
17th
3
2
AMD Ryzen Threadripper 2990WX 32-Core
17th
6
2
AMD EPYC 7232P 8-Core
16th
18
2
AMD Ryzen Threadripper 2920X 12-Core
15th
3
2
AMD Ryzen Threadripper 2950X 16-Core
14th
7
1
AMD Ryzen 7 PRO 4750G
14th
7
1
AMD Ryzen 5 PRO 6650U
14th
3
1
Intel Core i7-1065G7
12th
11
1
AMD Ryzen 5 2600X Six-Core
11th
3
0.9
AMD Ryzen 5 2600 Six-Core
10th
3
0.9
Apple M2
10th
4
0.8
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
4th
6
0.2
ARMv8 Cortex-A72 4-Core
3rd
17
0.1
OpenBenchmarking.orgDistribution Of Public Results - Sustained Floating-Point Rate2075 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: 6.41 / Max: 85

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: 1.24 / 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 Rate468121618202432486496128714212835

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-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 32-Core, ARMv8 Neoverse-V1, 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 M2, phytium FT1500a

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