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

20k+ Downloads

Supported Platforms

Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsLULESH Popularity Statisticspts/lulesh2017.072017.122018.092020.032020.052020.072020.092020.112021.012021.032021.052021.072021.092021.112022.012022.032022.052022.072022.092022.112023.012023.032023.052023.072023.092023.112024.012024.032024.052024.072024.092K4K6K8K10K
* 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 19 September 2024.

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 1,812 public results since 10 January 2021 with the latest data as of 10 September 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
z/s (Average)
2 x INTEL XEON PLATINUM 8592
100th
14
71513 +/- 1192
2 x AMD EPYC 9554 64-Core
99th
14
55104 +/- 6467
2 x Intel Xeon Max 9480
98th
12
52583 +/- 7005
2 x AMD EPYC 9374F 32-Core
98th
5
52507 +/- 1052
2 x AMD EPYC 9654 96-Core
98th
27
51881 +/- 5744
2 x AMD EPYC 9684X 96-Core
98th
14
50045 +/- 2658
2 x Intel Xeon Platinum 8462Y
96th
3
46211 +/- 2073
2 x Intel Xeon Platinum 8468
94th
3
44850 +/- 862
2 x AMD EPYC 9754 128-Core
94th
15
44793 +/- 974
2 x Intel Xeon Platinum 8490H
94th
19
44679 +/- 1070
2 x AMD EPYC 7773X 64-Core
92nd
34
42271 +/- 919
2 x AMD EPYC 7573X 32-Core
91st
12
41828 +/- 605
AmpereOne 160-Core
90th
3
41724
AmpereOne 128-Core
90th
4
41667
INTEL XEON PLATINUM 8592
87th
14
38572 +/- 603
2 x AMD EPYC 7763 64-Core
83rd
46
35750 +/- 2597
2 x Intel Xeon Platinum 8362
83rd
8
35622 +/- 95
2 x AMD EPYC 7713 64-Core
82nd
29
35214 +/- 2495
2 x AMD EPYC 75F3 32-Core
81st
24
34626 +/- 3726
2 x Intel Xeon Platinum 8380
81st
27
34543 +/- 1939
AmpereOne 96-Core
81st
3
33783
2 x AMD EPYC 7663 56-Core
81st
6
33506 +/- 2926
AmpereOne 64-Core
80th
3
33097
2 x AMD EPYC 7543 32-Core
80th
9
32907 +/- 2533
2 x AMD EPYC 7643 48-Core
80th
5
32785 +/- 2934
2 x AMD EPYC 7513 32-Core
79th
8
31733 +/- 3583
Mid-Tier
75th
< 29378
2 x Intel Xeon Gold 6442Y
75th
3
29338 +/- 1121
AMD EPYC 9554 64-Core
75th
14
28017 +/- 3159
AMD EPYC 9684X 96-Core
74th
18
27573 +/- 2645
2 x AMD EPYC 7742 64-Core
74th
4
27526 +/- 728
2 x AMD EPYC 7373X 16-Core
74th
6
27136 +/- 215
AMD EPYC 9654 96-Core
74th
19
27083 +/- 2931
Intel Xeon Max 9480
72nd
5
25658 +/- 238
Intel Xeon Platinum 8462Y
72nd
3
25620 +/- 1130
2 x AMD EPYC 74F3 24-Core
72nd
7
25192 +/- 920
Intel Xeon Max 9468
72nd
6
24920 +/- 2436
AMD EPYC 9374F 32-Core
72nd
4
24905 +/- 273
2 x AMD EPYC 73F3 16-Core
72nd
8
24832 +/- 826
Intel Xeon Platinum 8468
71st
3
24591 +/- 1611
2 x AMD EPYC 7343 16-Core
71st
10
24359 +/- 1816
Intel Xeon Platinum 8490H
71st
17
24248 +/- 1227
2 x Intel Xeon Gold 6342
70th
9
24080 +/- 2147
2 x AMD EPYC 7413 24-Core
68th
5
23580 +/- 2032
2 x AMD EPYC 7443 24-Core
68th
8
23294 +/- 581
AMD EPYC 9754 128-Core
67th
10
23018 +/- 854
2 x AMD EPYC 7313 16-Core
66th
4
22438 +/- 609
2 x Intel Xeon Gold 6346
65th
9
22342 +/- 234
AMD EPYC 7713P 64-Core
65th
3
22243
AMD EPYC 7773X 64-Core
64th
28
22049 +/- 364
2 x AMD EPYC 7F52 16-Core
63rd
3
20944 +/- 60
AMD EPYC 7573X 32-Core
63rd
10
20728 +/- 147
2 x AMD EPYC 7453 28-Core
62nd
5
20129 +/- 977
AMD EPYC 7763 64-Core
60th
30
19208 +/- 425
AmpereOne 32-Core
59th
3
18960
2 x Intel Xeon Platinum 8280
58th
14
18785 +/- 403
Intel Xeon Platinum 8362
57th
3
18718 +/- 9
AMD EPYC 75F3 32-Core
57th
15
18571 +/- 245
Intel Xeon Platinum 8380
57th
26
18545 +/- 436
AMD EPYC 7713 64-Core
57th
23
18540 +/- 1367
AMD EPYC 7543 32-Core
56th
12
18510 +/- 1587
2 x AMD EPYC 7F72 24-Core
56th
18
18426 +/- 1762
AMD EPYC 7663 56-Core
54th
4
17646 +/- 338
AMD EPYC 7643 48-Core
54th
5
17558 +/- 365
AMD EPYC 7513 32-Core
54th
5
17367 +/- 1003
AMD EPYC 8534P 64-Core
53rd
9
16703 +/- 206
AMD Ryzen Threadripper 7980X 64-Cores
52nd
4
16682 +/- 549
AMD EPYC 8534PN 64-Core
52nd
9
16599 +/- 196
2 x Intel Xeon Gold 5220R
51st
6
15902 +/- 1253
AMD EPYC 7453 28-Core
51st
4
15587 +/- 210
ARMv8 Neoverse-N1 128-Core
51st
6
15396 +/- 1208
Median
50th
15373
AMD EPYC 7742 64-Core
50th
5
14886 +/- 146
AMD EPYC 7662 64-Core
50th
5
14653 +/- 111
Intel Xeon Gold 6258R
49th
3
14229 +/- 49
AMD EPYC 7601 32-Core
49th
3
14148 +/- 529
AMD EPYC 7642 48-Core
49th
5
14035 +/- 44
AMD EPYC 7532 32-Core
48th
5
13972 +/- 75
Intel Xeon Platinum 8280
48th
5
13928 +/- 222
AMD EPYC 7552 48-Core
48th
5
13487 +/- 115
AMD EPYC 7542 32-Core
47th
4
13146 +/- 92
AMD EPYC 7502P 32-Core
47th
5
12874 +/- 75
Intel Xeon Gold 6442Y
47th
3
11967 +/- 544
Intel Core i9-13900K
47th
5
11756 +/- 41
AMD EPYC 7373X 16-Core
45th
4
10169 +/- 64
AMD EPYC 72F3 8-Core
45th
4
10081 +/- 260
2 x AMD EPYC 72F3 8-Core
45th
3
10032 +/- 207
AMD Ryzen 9 9950X 16-Core
45th
8
9966 +/- 302
AMD EPYC 74F3 24-Core
44th
10
9878 +/- 249
AMD EPYC 73F3 16-Core
44th
8
9864 +/- 230
AMD EPYC 7343 16-Core
44th
6
9733 +/- 476
AMD EPYC 7443 24-Core
42nd
5
9496 +/- 202
Intel Xeon Gold 6346
42nd
7
9481 +/- 465
Intel Xeon Gold 6342
42nd
8
9307 +/- 410
AMD EPYC 7413 24-Core
42nd
6
9298 +/- 444
AMD Ryzen Threadripper PRO 5965WX 24-Cores
40th
6
9020 +/- 748
AMD EPYC 7313 16-Core
40th
3
9008 +/- 163
AMD EPYC 7F32 8-Core
39th
14
8551 +/- 884
AMD Ryzen 9 7950X3D 16-Core
38th
20
8514 +/- 615
AMD Ryzen 9 7900X3D 12-Core
38th
15
8483 +/- 523
AMD Ryzen 7 7800X3D 8-Core
38th
11
8458 +/- 653
AMD Ryzen 9 7950X 16-Core
37th
13
8116 +/- 442
AMD EPYC 7402P 24-Core
37th
5
8044 +/- 43
AMD Ryzen 9 7900X 12-Core
37th
18
8037 +/- 381
AMD EPYC 7302P 16-Core
36th
5
7975 +/- 46
AMD Ryzen Threadripper 3960X 24-Core
36th
4
7968 +/- 20
Intel Xeon Gold 5220R
34th
3
7604 +/- 57
AMD Ryzen 7 7700X 8-Core
34th
12
7500 +/- 366
AMD Ryzen 9 7900 12-Core
34th
4
7459 +/- 25
Intel Xeon Gold 6226R
33rd
3
7326 +/- 83
AMD Ryzen 7 7700 8-Core
32nd
8
7102 +/- 53
AMD EPYC 7282 16-Core
32nd
5
6956 +/- 3
AMD EPYC 7272 12-Core
32nd
5
6887 +/- 34
AMD EPYC 7232P 8-Core
31st
5
6772 +/- 30
AMD Ryzen Threadripper 2970WX 24-Core
30th
4
6630 +/- 245
Intel Core i7-11700K
30th
3
6624 +/- 68
Intel Core i7-7900X
29th
3
6391 +/- 54
AMD Ryzen Threadripper 2950X 16-Core
28th
5
6049 +/- 243
Intel Core i9-9900KS
28th
3
5886 +/- 50
AMD Ryzen 7 5800X3D 8-Core
27th
21
5701 +/- 318
Ampere eMAG ARMv8 32-Core
27th
4
5691 +/- 10
Intel Core i9-11900K
26th
8
5303 +/- 580
Low-Tier
25th
< 5245
Intel Xeon E5-1680 v3
25th
3
5193 +/- 6
Intel Core i9-9900K
24th
3
4966 +/- 2
Intel Xeon E5-2687W v3
23rd
3
4640 +/- 17
AMD Ryzen 9 3950X 16-Core
22nd
3
4500 +/- 5
AMD Ryzen 9 3900X 12-Core
21st
3
4386 +/- 7
AMD Ryzen 9 3900XT 12-Core
21st
5
4372 +/- 54
Intel Xeon E-2388G
20th
10
4174 +/- 33
AMD Ryzen 7 2700 Eight-Core
20th
3
3996 +/- 23
AMD Ryzen 7 1700 Eight-Core
19th
3
3929 +/- 75
Intel Xeon E5-2609 v4
19th
3
3390 +/- 17
Intel Xeon E-2278GEL
19th
5
2732 +/- 14
Intel Core i5-11600K
17th
5
1700 +/- 52
AMD Ryzen 5 7600X 6-Core
17th
11
1700 +/- 59
Intel Xeon E-2336
17th
5
1653 +/- 11
AMD Ryzen 5 5600X 6-Core
16th
9
1621 +/- 26
Intel Core i7-1165G7
16th
9
1615 +/- 161
AMD Ryzen 3 3300X 4-Core
16th
4
1578 +/- 7
Intel Core i7-8086K
15th
4
1575 +/- 7
AMD Ryzen 5 3600XT 6-Core
15th
4
1572 +/- 12
Intel Core i5-10600K
15th
6
1552 +/- 5
AMD Ryzen 5 5600G
14th
3
1510 +/- 25
Intel Core i7-1065G7
14th
7
1497 +/- 50
Intel Core i7-7740K
14th
3
1475 +/- 2
Intel Core i7-8700K
14th
3
1473 +/- 1
Intel Core i7-7700K
14th
3
1412 +/- 3
Intel Core i7-9750H
13th
3
1390 +/- 5
Intel Core i3-10100
13th
3
1336 +/- 2
Intel Core i5-8400
13th
4
1295 +/- 3
Intel Xeon E3-1275 v6
13th
6
1274 +/- 19
Intel Core i7-8565U
13th
5
1257 +/- 35
Intel Core i5-9400F
12th
3
1255 +/- 6
AMD Ryzen 5 3400G
12th
3
1228 +/- 2
AMD Ryzen 3 2200G
12th
3
1199 +/- 16
AMD Ryzen 3 1300X
12th
4
1197 +/- 8
Intel Core i7-8550U
11th
7
1185 +/- 10
Intel Xeon E3-1245 v5
11th
3
1179 +/- 3
Intel Xeon E3-1260L v5
10th
4
1169 +/- 3
Intel Xeon E3-1280 v5
10th
8
1168 +/- 9
Intel Xeon E3-1231 v3
10th
7
1167 +/- 7
Intel Xeon E3-1270 v5
9th
3
1154 +/- 3
Intel Core i3-8100
9th
5
1154 +/- 3
Intel Core i5-7600K
9th
3
1147 +/- 1
Intel Xeon E3-1240 v5
9th
3
1146 +/- 4
Intel Core i3-7100
9th
4
1143 +/- 58
Intel Core i7-5775C
9th
4
1137 +/- 20
Intel Core i7-4790K
9th
3
1136 +/- 6
Intel Core i5-6500
8th
3
1105 +/- 2
POWER9 4-Core
8th
3
1068 +/- 4
Intel Core i7-6800K
8th
3
1026 +/- 1
Intel Core i7-4770K
8th
3
1020 +/- 2
Apple M2
7th
4
991
Intel Core i5-4670
7th
3
991 +/- 4
AMD Ryzen 5 4500U
7th
6
984 +/- 99
Intel Core i7-4960X
7th
3
950 +/- 4
Intel Core i5-3470
7th
3
932 +/- 1
AMD Ryzen 3 3200U
7th
4
931 +/- 4
Intel Xeon E3-1235L v5
6th
3
929
Intel Core i7-3770K
6th
3
869 +/- 1
Apple M1
6th
3
692 +/- 1
Intel Core i3-4130
5th
4
467 +/- 36
AMD FX-8370 Eight-Core
3rd
4
444 +/- 2
ARMv8 Cortex-A72 4-Core
2nd
9
246 +/- 31
OpenBenchmarking.orgDistribution Of Public Results1812 Results Range From 85 To 114374 z/s85237146576943922911515138011608718373206592294525231275172980332089343753666138947412334351945805480915037752663549495723559521618076409366379686657095173237755237780980095823818466786953892399152593811960979838310066910295510524110752710981311209911438570140210280350

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: 1.43 / Max: 13

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.3%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsDeviation246810Min: 0 / Avg: 0.3 / 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 Scaling468121624324864961281224364860

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, ARMv8 Neoverse-V2, ARMv8 Neoverse-V2 72-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, Ampere eMAG ARMv8 32-Core, AmpereOne 128-Core, AmpereOne 160-Core, AmpereOne 192-Core, AmpereOne 32-Core, AmpereOne 64-Core, AmpereOne 72-Core, AmpereOne 96-Core, Apple M1, Apple M2

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