LULESH

LULESH is the Livermore Unstructured Lagrangian Explicit Shock Hydrodynamics.

To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark lulesh.

Project Site

computing.llnl.gov

Test Created

4 March 2020

Last Updated

11 January 2021

Test Maintainer

Michael Larabel 

Test Type

Processor

Average Install Time

4 Seconds

Average Run Time

2 Minutes, 8 Seconds

Test Dependencies

OpenMPI + C/C++ Compiler Toolchain

Accolades

10k+ Downloads

Supported Platforms

Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsLULESH Popularity Statisticspts/lulesh2017.072017.122018.092020.032020.052020.072020.092020.112021.012021.032021.052021.072021.092021.112022.012022.032022.052022.072022.092022.112023.012023.032023.052023.072023.092023.1113002600390052006500
* 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/lulesh-1.1.1   [View Source]   Mon, 11 Jan 2021 16:17:22 GMT
Flags update.

pts/lulesh-1.1.0   [View Source]   Sun, 10 Jan 2021 16:26:32 GMT
Increase problem size.

pts/lulesh-1.0.1   [View Source]   Wed, 04 Mar 2020 17:08:44 GMT
Missed out on version number.

pts/lulesh-1.0.0   [View Source]   Wed, 04 Mar 2020 17:03:27 GMT
Initial commit of LULESH.

Suites Using This Test

HPC - High Performance Computing

Molecular Dynamics

Scientific Computing


Performance Metrics

Analyze Test Configuration:

LULESH 2.0.3

OpenBenchmarking.org metrics for this test profile configuration based on 1,524 public results since 10 January 2021 with the latest data as of 27 November 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
z/s (Average)
2 x AMD EPYC 9554 64-Core
100th
12
56504 +/- 5871
2 x AMD EPYC 9654 96-Core
99th
17
54642 +/- 5566
2 x AMD EPYC 9374F 32-Core
99th
5
52507 +/- 1052
2 x AMD EPYC 9684X 96-Core
99th
5
48247 +/- 552
2 x Intel Xeon Platinum 8490H
98th
9
45407 +/- 589
2 x AMD EPYC 9754 128-Core
97th
4
43839 +/- 115
2 x AMD EPYC 7773X 64-Core
96th
34
42271 +/- 919
2 x AMD EPYC 7573X 32-Core
95th
12
41828 +/- 605
2 x AMD EPYC 7763 64-Core
88th
46
35750 +/- 2597
2 x Intel Xeon Platinum 8362
87th
8
35622 +/- 95
2 x AMD EPYC 7713 64-Core
86th
29
35214 +/- 2495
2 x Intel Xeon Platinum 8380
86th
22
35137 +/- 427
2 x AMD EPYC 75F3 32-Core
86th
24
34626 +/- 3726
2 x AMD EPYC 7663 56-Core
85th
6
33506 +/- 2926
2 x AMD EPYC 7543 32-Core
85th
9
32907 +/- 2533
2 x AMD EPYC 7643 48-Core
85th
5
32785 +/- 2934
2 x AMD EPYC 7513 32-Core
83rd
8
31733 +/- 3583
AMD EPYC 9684X 96-Core
80th
10
28793 +/- 2911
AMD EPYC 9554 64-Core
79th
12
28722 +/- 2827
AMD EPYC 9654 96-Core
79th
12
28394 +/- 2866
2 x AMD EPYC 7742 64-Core
79th
4
27526 +/- 728
2 x AMD EPYC 7373X 16-Core
79th
6
27136 +/- 215
2 x AMD EPYC 74F3 24-Core
77th
7
25192 +/- 920
Intel Xeon Platinum 8490H
77th
8
24992 +/- 1063
AMD EPYC 9374F 32-Core
77th
4
24905 +/- 273
2 x AMD EPYC 73F3 16-Core
77th
8
24832 +/- 826
2 x AMD EPYC 7343 16-Core
76th
10
24359 +/- 1816
2 x Intel Xeon Gold 6342
76th
9
24080 +/- 2147
Mid-Tier
75th
< 23998
2 x AMD EPYC 7413 24-Core
75th
5
23580 +/- 2032
2 x AMD EPYC 7443 24-Core
74th
8
23294 +/- 581
2 x AMD EPYC 7313 16-Core
73rd
4
22438 +/- 609
AMD EPYC 9754 128-Core
72nd
3
22357
2 x Intel Xeon Gold 6346
72nd
9
22342 +/- 234
AMD EPYC 7713P 64-Core
72nd
3
22243
AMD EPYC 7773X 64-Core
71st
28
22049 +/- 364
2 x AMD EPYC 7F52 16-Core
70th
3
20944 +/- 60
AMD EPYC 7573X 32-Core
69th
10
20728 +/- 147
2 x AMD EPYC 7453 28-Core
68th
5
20129 +/- 977
AMD EPYC 7763 64-Core
66th
30
19208 +/- 425
2 x Intel Xeon Platinum 8280
64th
11
18954 +/- 255
Intel Xeon Platinum 8380
63rd
21
18736 +/- 111
Intel Xeon Platinum 8362
63rd
3
18718 +/- 9
AMD EPYC 75F3 32-Core
62nd
15
18571 +/- 245
AMD EPYC 7713 64-Core
62nd
23
18540 +/- 1367
AMD EPYC 7543 32-Core
62nd
12
18510 +/- 1587
2 x AMD EPYC 7F72 24-Core
62nd
18
18426 +/- 1762
AMD EPYC 7663 56-Core
60th
4
17646 +/- 338
AMD EPYC 7643 48-Core
60th
5
17558 +/- 365
AMD EPYC 7513 32-Core
60th
5
17367 +/- 1003
AMD Ryzen Threadripper 7980X 64-Cores
59th
3
16951 +/- 135
2 x Intel Xeon Gold 5220R
58th
6
15902 +/- 1253
AMD EPYC 7453 28-Core
57th
4
15587 +/- 210
AMD EPYC 7742 64-Core
57th
5
14886 +/- 146
AMD EPYC 7662 64-Core
57th
5
14653 +/- 111
Intel Xeon Gold 6258R
55th
3
14229 +/- 49
AMD EPYC 7601 32-Core
55th
3
14148 +/- 529
AMD EPYC 7642 48-Core
55th
5
14035 +/- 44
AMD EPYC 7532 32-Core
55th
5
13972 +/- 75
Intel Xeon Platinum 8280
54th
5
13928 +/- 222
AMD EPYC 7552 48-Core
54th
5
13487 +/- 115
AMD EPYC 7542 32-Core
54th
4
13146 +/- 92
AMD EPYC 7502P 32-Core
53rd
5
12874 +/- 75
Intel Core i9-13900K
53rd
5
11756 +/- 41
AMD EPYC 7373X 16-Core
51st
4
10169 +/- 64
AMD EPYC 72F3 8-Core
51st
4
10081 +/- 260
2 x AMD EPYC 72F3 8-Core
51st
3
10032 +/- 207
AMD EPYC 74F3 24-Core
51st
10
9878 +/- 249
AMD EPYC 73F3 16-Core
51st
8
9864 +/- 230
Median
50th
9793
AMD EPYC 7343 16-Core
50th
6
9733 +/- 476
AMD EPYC 7443 24-Core
49th
5
9496 +/- 202
Intel Xeon Gold 6346
49th
7
9481 +/- 465
Intel Xeon Gold 6342
48th
8
9307 +/- 410
AMD EPYC 7413 24-Core
48th
6
9298 +/- 444
AMD Ryzen Threadripper PRO 5965WX 24-Cores
46th
6
9020 +/- 748
AMD EPYC 7313 16-Core
46th
3
9008 +/- 163
AMD Ryzen 9 7950X3D 16-Core
45th
18
8633 +/- 487
AMD EPYC 7F32 8-Core
44th
14
8551 +/- 884
AMD Ryzen 9 7900X3D 12-Core
44th
15
8483 +/- 523
AMD Ryzen 7 7800X3D 8-Core
44th
11
8458 +/- 653
AMD Ryzen 9 7950X 16-Core
43rd
13
8116 +/- 442
AMD EPYC 7402P 24-Core
43rd
5
8044 +/- 43
AMD Ryzen 9 7900X 12-Core
43rd
18
8037 +/- 381
AMD EPYC 7302P 16-Core
41st
5
7975 +/- 46
AMD Ryzen Threadripper 3960X 24-Core
41st
4
7968 +/- 20
Intel Xeon Gold 5220R
39th
3
7604 +/- 57
AMD Ryzen 7 7700X 8-Core
39th
12
7500 +/- 366
AMD Ryzen 9 7900 12-Core
39th
4
7459 +/- 25
Intel Xeon Gold 6226R
38th
3
7326 +/- 83
AMD Ryzen 7 7700 8-Core
37th
8
7102 +/- 53
AMD EPYC 7282 16-Core
37th
5
6956 +/- 3
AMD EPYC 7272 12-Core
36th
5
6887 +/- 34
AMD EPYC 7232P 8-Core
36th
5
6772 +/- 30
AMD Ryzen Threadripper 2970WX 24-Core
35th
4
6630 +/- 245
Intel Core i7-11700K
35th
3
6624 +/- 68
Intel Core i7-7900X
34th
3
6391 +/- 54
AMD Ryzen Threadripper 2950X 16-Core
32nd
5
6049 +/- 243
Intel Core i9-9900KS
32nd
3
5886 +/- 50
AMD Ryzen 7 5800X3D 8-Core
31st
21
5701 +/- 318
Ampere eMAG ARMv8 32-Core
31st
4
5691 +/- 10
Intel Core i9-11900K
30th
8
5303 +/- 580
Intel Xeon E5-1680 v3
29th
3
5193 +/- 6
Intel Core i9-9900K
27th
3
4966 +/- 2
Intel Xeon E5-2687W v3
26th
3
4640 +/- 17
Low-Tier
25th
< 4532
AMD Ryzen 9 3950X 16-Core
25th
3
4500 +/- 5
AMD Ryzen 9 3900XT 12-Core
25th
4
4395 +/- 19
AMD Ryzen 9 3900X 12-Core
25th
3
4386 +/- 7
Intel Xeon E-2388G
24th
10
4174 +/- 33
AMD Ryzen 7 2700 Eight-Core
23rd
3
3996 +/- 23
AMD Ryzen 7 1700 Eight-Core
22nd
3
3929 +/- 75
Intel Xeon E5-2609 v4
22nd
3
3390 +/- 17
Intel Xeon E-2278GEL
21st
5
2732 +/- 14
AMD Ryzen 5 7600X 6-Core
20th
11
1700 +/- 59
Intel Core i5-11600K
20th
5
1700 +/- 52
Intel Xeon E-2336
20th
5
1653 +/- 11
AMD Ryzen 5 5600X 6-Core
19th
9
1621 +/- 26
Intel Core i7-1165G7
19th
9
1615 +/- 161
AMD Ryzen 3 3300X 4-Core
18th
4
1578 +/- 7
Intel Core i7-8086K
18th
4
1575 +/- 7
AMD Ryzen 5 3600XT 6-Core
18th
4
1572 +/- 12
Intel Core i5-10600K
17th
6
1552 +/- 5
AMD Ryzen 5 5600G
17th
3
1510 +/- 25
Intel Core i7-1065G7
17th
7
1497 +/- 50
Intel Core i7-7740K
16th
3
1475 +/- 2
Intel Core i7-8700K
16th
3
1473 +/- 1
Intel Core i7-7700K
16th
3
1412 +/- 3
Intel Core i7-9750H
16th
3
1390 +/- 5
Intel Core i3-10100
16th
3
1336 +/- 2
Intel Core i5-8400
15th
4
1295 +/- 3
Intel Xeon E3-1275 v6
15th
6
1274 +/- 19
Intel Core i7-8565U
15th
5
1257 +/- 35
Intel Core i5-9400F
15th
3
1255 +/- 6
AMD Ryzen 5 3400G
14th
3
1228 +/- 2
AMD Ryzen 3 2200G
14th
3
1199 +/- 16
AMD Ryzen 3 1300X
14th
4
1197 +/- 8
Intel Core i7-8550U
13th
7
1185 +/- 10
Intel Xeon E3-1245 v5
13th
3
1179 +/- 3
Intel Xeon E3-1260L v5
12th
4
1169 +/- 3
Intel Xeon E3-1280 v5
12th
8
1168 +/- 9
Intel Xeon E3-1231 v3
12th
7
1167 +/- 7
Intel Xeon E3-1270 v5
11th
3
1154 +/- 3
Intel Core i3-8100
11th
5
1154 +/- 3
Intel Core i5-7600K
10th
3
1147 +/- 1
Intel Xeon E3-1240 v5
10th
3
1146 +/- 4
Intel Core i3-7100
10th
4
1143 +/- 58
Intel Core i7-5775C
10th
4
1137 +/- 20
Intel Core i7-4790K
10th
3
1136 +/- 6
Intel Core i5-6500
10th
3
1105 +/- 2
POWER9 4-Core
9th
3
1068 +/- 4
Intel Core i7-6800K
9th
3
1026 +/- 1
Loongson-3A6000
9th
5
1020 +/- 10
Intel Core i7-4770K
9th
3
1020 +/- 2
Apple M2
8th
4
991
Intel Core i5-4670
8th
3
991 +/- 4
AMD Ryzen 5 4500U
8th
6
984 +/- 99
Intel Core i7-4960X
8th
3
950 +/- 4
Intel Core i5-3470
8th
3
932 +/- 1
AMD Ryzen 3 3200U
7th
4
931 +/- 4
Intel Xeon E3-1235L v5
7th
3
929
Intel Core i7-3770K
7th
3
869 +/- 1
Apple M1
7th
3
692 +/- 1
Intel Core i3-4130
5th
4
467 +/- 36
AMD FX-8370 Eight-Core
4th
4
444 +/- 2
ARMv8 Cortex-A72 4-Core
2nd
9
246 +/- 31
OpenBenchmarking.orgDistribution Of Public Results1524 Results Range From 85 To 70146 z/s8514872889429156937095849798991130112703141051550716909183111971321115225172391925321267232812529527309293233133733351353653737939393414074342145435474494946351477534915550557519595336154763561655756758969603716177363175645776597967381687837018550100150200250

Based on OpenBenchmarking.org data, the selected test / test configuration (LULESH 2.0.3) has an average run-time of 2 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 BenchmarkRun-Time48121620Min: 1 / Avg: 1.36 / Max: 13

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.2%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsDeviation246810Min: 0 / Avg: 0.21 / Max: 3

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.

AMDIntelOpenBenchmarking.orgRelative Core Scaling To BaseLULESH CPU Core Scaling468121624324864961281122334455

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
SSE2 (SSE2)
Used by default on supported hardware.
 
PUNPCKLQDQ COMISD SUBSD MULSD DIVSD MOVAPD ADDSD MOVHPD MOVDQA MOVUPD SHUFPD UNPCKLPD MOVD MINSD XORPD SUBPD MOVLPD UNPCKHPD MULPD ADDPD ANDPD CMPNLTSD ANDNPD ORPD UCOMISD SQRTSD MAXSD MAXPD CMPLTPD MOVDQU PSHUFD CVTSI2SD CVTTSD2SI
Last automated analysis: 17 January 2022

This test profile binary relies on the shared libraries libmpi.so.40, libm.so.6, libgomp.so.1, libc.so.6, libopen-pal.so.40, libopen-rte.so.40, libhwloc.so.15, libz.so.1, libudev.so.1.

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 POWER (PowerPC) 64-bit
ppc64le
POWER9 4-Core
Loongson LoongArch 64-bit
loongarch64
Loongson-3A5000, Loongson-3A5000LL, Loongson-3A6000
Intel / AMD x86 32-bit
i686
(Many Processors)
ARMv8 64-bit
aarch64
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, 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, Ampere eMAG ARMv8 32-Core, Apple M1, Apple M2

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