Himeno Benchmark

The Himeno benchmark is a linear solver of pressure Poisson using a point-Jacobi method.

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

Test Created

6 December 2010

Last Updated

24 October 2019

Test Maintainer

Michael Larabel 

Test Type

Processor

Average Install Time

2 Seconds

Average Run Time

3 Minutes, 5 Seconds

Test Dependencies

C/C++ Compiler Toolchain

Accolades

250k+ Downloads + 10k+ Public Benchmark Results

Supported Platforms

Public Result Uploads *Reported Test Completions **Reported Installs **Test Profile Page Views ***OpenBenchmarking.orgEventsHimeno Benchmark Popularity Statisticspts/himeno2010.122011.052011.102012.032012.082013.012013.062013.112014.042014.092015.022015.072015.122016.052016.102017.032017.082018.012018.062018.112019.042019.092020.022020.072020.122021.052021.102022.032022.082023.012023.062023.112024.042024.0920K40K60K80K100K
* 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 11 November 2024.

Revision History

pts/himeno-1.3.0   [View Source]   Thu, 24 Oct 2019 14:29:04 GMT
Update himeno based on https://www.phoronix.com/forums/forum/phoronix/phoronix-test-suite/1134692-himeno-benchmark / https://blogs.fau.de/hager/archives/7850

pts/himeno-1.2.0   [View Source]   Wed, 20 Jan 2016 19:22:28 GMT
Use AVX2 by default if available.

pts/himeno-1.1.0   [View Source]   Wed, 07 Dec 2011 09:49:26 GMT
Use -O3 cc flag by default and add CFLAGS var.

pts/himeno-1.0.0   [View Source]   Mon, 06 Dec 2010 14:52:26 GMT
Initial import into OpenBenchmarking.org

Suites Using This Test

C/C++ Compiler Tests

Common Workstation Benchmarks

HPC - High Performance Computing

CPU Massive

Server CPU Tests

Scientific Computing

Bioinformatics


Performance Metrics

Analyze Test Configuration:

Himeno Benchmark 3.0

Poisson Pressure Solver

OpenBenchmarking.org metrics for this test profile configuration based on 2,894 public results since 24 October 2019 with the latest data as of 5 November 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
MFLOPS (Average)
Intel Core i9-13900K
100th
9
10254 +/- 179
Intel Core i9-14900K
100th
5
9995 +/- 467
AMD Ryzen 9 9950X 16-Core
100th
6
9332 +/- 169
Intel Core i7-12700K
100th
7
9144 +/- 1063
Intel Core i5-12400
99th
3
8447 +/- 21
Apple M2
98th
6
7783 +/- 355
Apple M1
98th
7
7307 +/- 177
Intel Xeon Silver 4416
97th
5
7024 +/- 38
2 x Intel Xeon Silver 4416
97th
6
7012 +/- 53
AMD Ryzen Threadripper PRO 7965WX 24-Cores
97th
7
6478 +/- 192
Intel Core i9-11900K
96th
24
6270 +/- 585
Intel Core i5-11600K
95th
6
5491 +/- 125
AMD Ryzen 9 5900X 12-Core
93rd
54
5291 +/- 300
AMD Ryzen 9 5950X 16-Core
91st
62
5199 +/- 170
AMD Ryzen 7 5800X 8-Core
89th
20
5132 +/- 411
AMD Ryzen 9 7950X 16-Core
88th
9
5099 +/- 232
AMD Ryzen 9 3900XT 12-Core
88th
12
5095 +/- 76
AMD Ryzen 9 3900X 12-Core
86th
48
5014 +/- 162
AMD Ryzen 7 5800X3D 8-Core
85th
12
5000 +/- 195
AMD Ryzen 9 3950X 16-Core
85th
43
4995 +/- 165
AMD Ryzen 5 5600X 6-Core
85th
26
4989 +/- 147
AMD Ryzen 7 3800X 8-Core
84th
10
4963 +/- 210
Intel Core i7-1165G7
84th
34
4944 +/- 514
AMD Ryzen 5 3600X 6-Core
83rd
9
4916 +/- 121
AMD Ryzen Threadripper 3970X 32-Core
83rd
25
4913 +/- 134
AMD Ryzen 9 7900X 12-Core
83rd
3
4913 +/- 214
AMD Ryzen Threadripper PRO 3975WX 32-Cores
82nd
3
4877 +/- 102
AMD Ryzen 7 3700X 8-Core
82nd
27
4862 +/- 155
AMD Ryzen Threadripper 3960X 24-Core
82nd
18
4852 +/- 146
AMD Ryzen 9 7950X3D 16-Core
81st
8
4824 +/- 450
Intel Core i5-1135G7
80th
9
4770 +/- 176
AMD Ryzen 5 3600 6-Core
79th
5
4747 +/- 190
AMD Ryzen Threadripper 2990WX 32-Core
79th
4
4738 +/- 70
AMD Ryzen Threadripper 2970WX 24-Core
78th
4
4649 +/- 65
AMD Ryzen 7 2700X Eight-Core
77th
7
4619 +/- 135
2 x AMD EPYC 9654 96-Core
77th
5
4587 +/- 76
Intel Core i7-8086K
76th
3
4535 +/- 461
Mid-Tier
75th
< 4524
AMD EPYC 7F52 16-Core
75th
11
4498 +/- 169
AMD Ryzen 7 7800X3D 8-Core
75th
4
4482 +/- 139
AMD Ryzen 5 2400G
74th
4
4446 +/- 149
AMD EPYC 72F3 8-Core
73rd
10
4404 +/- 194
Intel Core i9-9900KS
72nd
11
4358 +/- 85
AMD Ryzen 5 3400G
72nd
7
4336 +/- 298
Intel Core i9-10900K
71st
44
4297 +/- 565
AMD Ryzen 7 4700U
71st
6
4294 +/- 178
2 x AMD EPYC 7373X 16-Core
70th
3
4267 +/- 36
Intel Core i9-9900K
70th
11
4252 +/- 132
Intel Core i7-1065G7
70th
16
4237 +/- 517
AMD Ryzen 5 4500U
69th
8
4218 +/- 79
2 x AMD EPYC 7F72 24-Core
69th
8
4193 +/- 68
AMD EPYC 75F3 32-Core
68th
4
4184 +/- 68
AMD Ryzen 5 2600 Six-Core
68th
6
4177 +/- 179
AMD EPYC 7F32 8-Core
68th
11
4173 +/- 191
AMD EPYC 7F72 24-Core
68th
13
4167 +/- 57
AMD EPYC 73F3 16-Core
68th
4
4166 +/- 68
AMD EPYC 7543 32-Core
68th
14
4155 +/- 289
2 x Intel Xeon Platinum 8380
67th
6
4148 +/- 256
AMD EPYC 74F3 24-Core
67th
4
4141 +/- 163
Intel Core i9-10980XE
66th
51
4116 +/- 523
2 x AMD EPYC 73F3 16-Core
66th
4
4070 +/- 210
2 x AMD EPYC 75F3 32-Core
65th
4
4048 +/- 148
Intel Core i5-10600K
65th
14
4039 +/- 61
2 x AMD EPYC 7513 32-Core
65th
4
4039 +/- 91
2 x AMD EPYC 7543 32-Core
64th
3
4010 +/- 37
AMD EPYC 7K83 64-Core
63rd
3
3968 +/- 46
AMD Ryzen 7 1700 Eight-Core
62nd
10
3937 +/- 97
AMD Athlon 3000G
62nd
14
3933 +/- 100
AMD EPYC 7542 32-Core
61st
5
3932 +/- 32
AMD EPYC 7502P 32-Core
61st
10
3919 +/- 56
Intel Core i7-8700K
60th
4
3900 +/- 212
Intel Core i9-7980XE
60th
8
3893 +/- 66
AMD EPYC 7742 64-Core
59th
5
3874 +/- 51
AMD EPYC 7662 64-Core
59th
7
3869 +/- 22
Intel Core i9-7960X
58th
27
3858 +/- 78
AMD EPYC 7452 32-Core
58th
7
3852 +/- 51
AMD EPYC 7402P 24-Core
57th
14
3829 +/- 89
AMD EPYC 7302P 16-Core
56th
19
3814 +/- 101
AMD EPYC 7502 32-Core
56th
8
3805 +/- 224
2 x AMD EPYC 7763 64-Core
56th
7
3784 +/- 77
AMD EPYC 7552 48-Core
55th
7
3770 +/- 16
2 x AMD EPYC 7302 16-Core
54th
8
3743 +/- 106
AMD EPYC 7702 64-Core
54th
10
3741 +/- 56
AMD EPYC 7282 16-Core
54th
9
3726 +/- 21
Intel Core i7-8700B
54th
7
3708 +/- 384
2 x Intel Xeon Platinum 8280
54th
27
3707 +/- 264
2 x AMD EPYC 7252 8-Core
53rd
3
3685 +/- 35
AMD EPYC 7252 8-Core
52nd
3
3667
2 x AMD EPYC 7282 16-Core
52nd
4
3651 +/- 60
AMD EPYC 7262 8-Core
51st
5
3638 +/- 137
Intel Core i9-9820X
51st
4
3630 +/- 36
Intel Core i9-10885H
51st
4
3623 +/- 484
2 x Intel Xeon Gold 5220R
51st
13
3610 +/- 296
Intel Core i7-5775C
51st
5
3608 +/- 54
AMD EPYC 7272 12-Core
51st
5
3607 +/- 25
Median
50th
3590
Intel Core i7-9750H
50th
7
3588 +/- 255
AMD EPYC 7232P 8-Core
50th
9
3572 +/- 224
Intel Core i7-10750H
50th
12
3561 +/- 166
AMD EPYC 7532 32-Core
50th
7
3560 +/- 185
Intel Xeon E5-2699 v4
50th
4
3545 +/- 25
Intel Core i7-7700
50th
5
3533 +/- 51
4 x Intel Xeon Gold 6254
48th
4
3488 +/- 14
2 x AMD EPYC 7742 64-Core
47th
21
3471 +/- 517
Intel Core i5-9400F
47th
6
3465 +/- 305
2 x Intel Xeon Gold 6254
47th
24
3453 +/- 41
Intel Xeon Platinum 8280
46th
3
3437 +/- 127
AMD EPYC 7352 24-Core
44th
5
3387
AMD EPYC 7551 32-Core
44th
3
3375 +/- 8
AMD EPYC 7642 48-Core
44th
27
3373 +/- 322
Intel Xeon Gold 6226R
44th
10
3370 +/- 53
Intel Xeon Gold 5218
43rd
8
3355 +/- 55
Loongson-3A6000
43rd
6
3343 +/- 15
Intel Core i3-9100
43rd
3
3341 +/- 298
Intel Core i5-7600K
43rd
4
3333 +/- 93
2 x Intel Xeon Platinum 8272CL
42nd
4
3312 +/- 16
Intel Xeon Silver 4215R
41st
3
3267
Intel Pentium G3258
40th
5
3233 +/- 350
Intel Xeon E5-2697 v3
39th
11
3199 +/- 165
2 x Intel Xeon Gold 5218R
39th
3
3194 +/- 162
Intel Core i3-7100
39th
4
3186 +/- 101
Intel Xeon E3-1270 v5
39th
13
3185 +/- 5
Intel Core i5-8265U
38th
3
3179 +/- 96
Intel Core i5-4670
38th
4
3179 +/- 28
Intel Core i7-8650U
38th
13
3167 +/- 69
Intel Core i7-8565U
38th
6
3148 +/- 351
Intel Core i7-5960X
38th
14
3144 +/- 94
2 x Intel Xeon Platinum 8259L
37th
5
3140 +/- 9
Intel Core i7-4770
37th
8
3138 +/- 89
2 x Intel Xeon E5-2630 v4
37th
3
3116 +/- 29
Intel Xeon Gold 5217
36th
5
3067 +/- 21
Intel Xeon E3-1226 v3
36th
3
3067 +/- 105
Intel Core i5-8350U
35th
3
3047 +/- 84
Intel Core i3-8100
35th
4
3007 +/- 9
Intel Xeon Silver 4214R
34th
3
2955
ARMv8 Neoverse-N1 64-Core
33rd
4
2898 +/- 8
Intel Xeon E3-1220 v3
33rd
3
2881 +/- 45
Intel Core i7-2700K
32nd
15
2866 +/- 42
Intel Xeon Silver 4216
30th
10
2789 +/- 55
Intel Core i5-3470
30th
4
2749 +/- 30
Intel Core i7-4600U
29th
4
2682 +/- 99
Intel Xeon Platinum 8253
28th
3
2646 +/- 10
Intel Core i7-4700HQ
28th
7
2627 +/- 104
Intel Xeon Silver 4108
27th
3
2612 +/- 8
2 x Intel Xeon E5-2680 v2
27th
6
2578 +/- 285
Intel Core i5-3470S
27th
3
2572 +/- 147
Intel Xeon Platinum 8272CL
26th
18
2534 +/- 290
Intel Xeon Silver 4210
26th
3
2526 +/- 201
2 x Intel Xeon E5-2620 v3
26th
5
2501 +/- 342
Low-Tier
25th
< 2474
Intel Core i5-2400
25th
4
2454 +/- 87
Intel Core i7-3615QM
25th
6
2421 +/- 138
Intel Core i5-5200U
24th
7
2384 +/- 92
Intel Core i5
24th
5
2346 +/- 210
Intel Core i5-3210M
23rd
4
2255 +/- 170
Intel Core i5-2520M
23rd
3
2246 +/- 1
Rockchip ARMv8 Cortex-A76 4-Core
22nd
6
2221 +/- 79
2 x Intel Xeon Gold 5218
22nd
3
2216 +/- 117
Intel Xeon E5-2673 v4
21st
7
2114 +/- 129
2 x Intel Xeon E5-2630 0
21st
4
2082 +/- 110
Intel Core i7 990X
20th
11
2067 +/- 102
Intel Xeon Platinum 8171M
20th
7
1996 +/- 105
ARMv8 Cortex-A78E 6-Core
20th
3
1987 +/- 274
ARMv8 Cortex-A76 4-Core
19th
11
1974 +/- 287
POWER9 4-Core
19th
3
1868 +/- 77
AMD FX-6300 Six-Core
18th
5
1825 +/- 89
Loongson-3A5000
18th
4
1802 +/- 4
2 x Intel Xeon X5650
18th
5
1792 +/- 84
AMD FX-8350 Eight-Core
17th
8
1696 +/- 52
Loongson-3A5000LL
17th
3
1695 +/- 11
AMD A8-6600K APU
17th
3
1674 +/- 38
2 x Intel Xeon E5620
16th
9
1633 +/- 23
Intel Core i3-2310M
14th
3
1449 +/- 157
Intel Pentium B960
14th
3
1420 +/- 85
2 x Intel Xeon E5-2403 v2
13th
5
1382 +/- 1
Intel Core 2 Quad Q9500
13th
3
1376 +/- 52
Intel Core 2 Quad Q9400
12th
3
1178 +/- 105
ARMv8 rev 0 6-Core
12th
3
1163 +/- 2
ARMv8 Cortex-A73 2-Core
11th
5
1011 +/- 48
Intel Pentium Dual E2160
10th
7
792 +/- 31
AMD A6-3410MX APU
8th
12
651 +/- 29
Intel Pentium 4 3.46GHz
7th
4
562 +/- 45
ARMv7 rev 3 4-Core
6th
7
515 +/- 51
ARMv7 4-Core
5th
11
367 +/- 14
ARMv7 rev 1 4-Core
4th
3
305 +/- 1
ARMv8 Cortex-A55 4-Core
4th
5
190 +/- 9
ARMv7
2nd
3
33 +/- 2
OpenBenchmarking.orgDistribution Of Public Results - Poisson Pressure Solver2894 Results Range From 11 To 10709 MFLOPS112254396538671081129515091723193721512365257927933007322134353649386340774291450547194933514753615575578960036217643166456859707372877501771579298143835785718785899992139427964198551006910283104971071150100150200250

Based on OpenBenchmarking.org data, the selected test / test configuration (Himeno Benchmark 3.0 - Poisson Pressure Solver) has an average run-time of 5 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 BenchmarkPoisson Pressure SolverRun-Time510152025Min: 1 / Avg: 4.91 / Max: 18

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 RunsPoisson Pressure SolverDeviation3691215Min: 0 / Avg: 1.17 / Max: 8

Does It Scale Well With Increasing Cores?

No, based on the automated analysis of the collected public benchmark data, this test / test settings does not 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 BaseHimeno Benchmark CPU Core ScalingPoisson Pressure Solver2468101216243248640.69791.39582.09372.79163.4895

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).
 
VBROADCASTSS VZEROUPPER VEXTRACTF128 VINSERTF128
FMA (FMA)
Requires passing a supported compiler/build flag (verified with targets: skylake, tigerlake, cascadelake, sapphirerapids, alderlake, znver2, znver3).
Found on Intel processors since Haswell (2013).
Found on AMD processors since Bulldozer (2011).
 
VFMADD231SS VFMADD132SS VFMSUB132SS
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: 17 January 2022

This test profile binary relies on the shared libraries 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)
SPARC64
sparc64
(Many Processors)
IBM Z
s390x
(Many Processors)
RISC-V 64-bit
riscv64
SiFive RISC-V, rv64imafdcvsu
IBM POWER (PowerPC) 64-bit
ppc64le
POWER9 4-Core, POWER9 44-Core
MIPS 64-bit
mips64
Loongson-3A R4
Loongson LoongArch 64-bit
loongarch64
Loongson-3A5000, Loongson-3A5000-HV-7A2000-1w-EVB-V1.0, Loongson-3A5000LL, Loongson-3A6000, Loongson-3A6000-HV
Intel / AMD x86 32-bit
i686
(Many Processors)
ARMv7 32-bit
armv7l
ARMv7 4-Core, ARMv7 Cortex-A15 8-Core, ARMv7 Cortex-A53 4-Core, ARMv7 Cortex-A7 4-Core, ARMv7 Cortex-A72 4-Core, ARMv7 rev 1 4-Core, ARMv7 rev 2, ARMv7 rev 3 4-Core, ARMv7 rev 4 4-Core, ARMv7 rev 5 4-Core, Pi 4 2GB 32-bit
ARMv6 32-bit
armv6l
ARMv6-compatible rev 7, ARMv7
DEC Alpha
alpha
Alpha
ARMv8 64-bit
aarch64
AArch64 rev 1, AArch64 rev 4, ARMv8, ARMv8 8-Core, ARMv8 Cortex-A53 4-Core, ARMv8 Cortex-A55 4-Core, ARMv8 Cortex-A57 6-Core, ARMv8 Cortex-A57 8-Core, ARMv8 Cortex-A72, ARMv8 Cortex-A72 4-Core, ARMv8 Cortex-A72 6-Core, ARMv8 Cortex-A73 2-Core, ARMv8 Cortex-A73 6-Core, ARMv8 Cortex-A73 8-Core, ARMv8 Cortex-A76 4-Core, ARMv8 Cortex-A78E 6-Core, ARMv8 Neoverse-N1, ARMv8 Neoverse-N1 4-Core, ARMv8 Neoverse-N1 64-Core, ARMv8 Neoverse-V1, ARMv8 Neoverse-V1 4-Core, ARMv8 rev 0 6-Core, Ampere ARMv8 Neoverse-N1 160-Core, Ampere Altra ARMv8 Neoverse-N1 160-Core, Apple, Apple M1, Apple M2, FT2000AHK, HUAWEI Kunpeng 920, HiSilicon TSV110, Pi 4 2GB 64-bit, Qualcomm, Rockchip ARMv8 Cortex-A53 4-Core, Rockchip ARMv8 Cortex-A55 4-Core, Rockchip ARMv8 Cortex-A72 6-Core, Rockchip ARMv8 Cortex-A76 4-Core, Rockchip ARMv8 Cortex-A76 6-Core, phytium FT1500a

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8 Systems - 439 Benchmark Results

AMD Ryzen 7 5800X 8-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship

Ubuntu 21.04 - 5.12.0-051200rc3daily20210315-generic - GNOME Shell 3.38.3
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