Hierarchical INTegration

This test runs the U.S. Department of Energy's Ames Laboratory Hierarchical INTegration (HINT) benchmark.

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

Project Site

ima.umn.edu

Test Created

7 December 2013

Last Updated

27 September 2020

Test Maintainer

Michael Larabel 

Test Type

System

Average Install Time

2 Seconds

Average Run Time

14 Minutes, 9 Seconds

Test Dependencies

C/C++ Compiler Toolchain

Accolades

100k+ Downloads

Supported Platforms


Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsHierarchical INTegration Popularity Statisticspts/hint2013.122014.032014.062014.092014.122015.032015.062015.092015.122016.032016.062016.092016.122017.032017.062017.092017.122018.032018.062018.092018.122019.032019.062019.092019.122020.032020.062020.092020.122021.032021.062021.092021.122022.032022.062022.095K10K15K20K25K
* 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 26 September 2022.
DOUBLE13.6%FLOAT86.4%Test Option PopularityOpenBenchmarking.org

Revision History

pts/hint-1.0.3   [View Source]   Sun, 27 Sep 2020 10:34:33 GMT
Drop DOUBLE option that has been not working.

pts/hint-1.0.2   [View Source]   Tue, 14 Aug 2018 11:16:28 GMT
Remove the INT test option as with latest hardware doesn't seem to finish or take hours unlike FLOAT and DOUBLE tests.

pts/hint-1.0.1   [View Source]   Thu, 25 Aug 2016 13:54:45 GMT
Update CFLAGS handling

pts/hint-1.0.0   [View Source]   Sat, 07 Dec 2013 16:33:18 GMT
Initial commit of old Hierarchical INTegration benchmark.

Suites Using This Test

CPU Massive

Single-Threaded


Performance Metrics

Analyze Test Configuration:

Hierarchical INTegration 1.0

Test: FLOAT

OpenBenchmarking.org metrics for this test profile configuration based on 2,510 public results since 7 December 2013 with the latest data as of 26 September 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
QUIPs (Average)
100th
3
665489923 +/- 29529993
100th
5
648487260 +/- 10615359
100th
3
645658198 +/- 25417385
100th
4
634349855 +/- 8595604
100th
9
627086552 +/- 83970116
100th
7
620935408 +/- 5158688
100th
6
596985817 +/- 46449865
99th
27
524616609 +/- 10626371
98th
10
517062121 +/- 45038370
97th
5
507183760 +/- 34876342
97th
8
504166506 +/- 4814785
97th
20
504046987 +/- 32468409
97th
16
495722306 +/- 22481061
96th
6
492998231 +/- 1788334
96th
7
492189623 +/- 2085529
96th
5
489988837 +/- 4293451
96th
4
483699559 +/- 2748797
95th
6
480473874 +/- 883204
94th
39
473399989 +/- 1600023
94th
6
471633108 +/- 12555676
93rd
9
455767349 +/- 1634963
93rd
5
449513393 +/- 22457920
92nd
4
445257875 +/- 6277659
92nd
3
442601403 +/- 1335599
91st
5
441410997 +/- 4426530
91st
8
440437362 +/- 2006758
90th
21
433322862 +/- 33697123
90th
11
432360830 +/- 3462702
90th
4
431753958 +/- 1624282
90th
4
431595032 +/- 344937
89th
7
430646504 +/- 2623816
88th
3
421973931 +/- 306687
88th
3
420224469 +/- 1827725
88th
3
418216589 +/- 396602
87th
3
412603595 +/- 994974
87th
4
408367973 +/- 11691995
87th
3
407374967 +/- 510547
87th
5
406138757 +/- 8577530
87th
6
404912746 +/- 2510814
86th
34
400495471 +/- 58623762
84th
8
393557256 +/- 11478694
83rd
18
392496769 +/- 7747527
83rd
4
392003778 +/- 514957
83rd
6
391569519 +/- 3913711
83rd
3
391400246 +/- 1354945
83rd
5
391388245 +/- 9386878
82nd
3
388886219 +/- 3089402
82nd
4
388835329 +/- 8780260
82nd
14
388619575 +/- 13626146
81st
3
387670834 +/- 803222
81st
7
387227578 +/- 1320316
80th
24
385251975 +/- 12265989
80th
56
385166025 +/- 16221270
79th
6
383176032 +/- 2435060
79th
5
382893461 +/- 2888445
79th
3
382576092 +/- 1543883
78th
15
380638715 +/- 5994005
77th
3
379937119 +/- 171896
76th
6
377533642 +/- 4560825
76th
31
377365475 +/- 8061499
76th
3
377133272 +/- 3975015
76th
6
376285435 +/- 11216426
Mid-Tier
75th
< 375641035
75th
7
375557588 +/- 3879466
75th
4
373967069 +/- 53515538
75th
3
373768625 +/- 5359553
74th
7
373287464 +/- 2778579
74th
5
373092274 +/- 1682473
74th
28
372717754 +/- 39113566
74th
6
371649441 +/- 35462573
74th
23
371091325 +/- 54210417
74th
4
370561367 +/- 8880211
73rd
11
369860184 +/- 1063592
73rd
7
369104399 +/- 16273439
71st
8
363747827 +/- 3414749
71st
22
363384560 +/- 870941
70th
4
360681489 +/- 742979
68th
48
356188587 +/- 29759930
68th
4
355484006
68th
13
355463990 +/- 4849937
67th
4
351232098 +/- 18140724
67th
3
351204232 +/- 2371825
67th
7
350597981 +/- 8198883
67th
5
350145796 +/- 2392305
67th
7
349962825 +/- 3433516
67th
38
349754966 +/- 14154916
66th
3
349378999 +/- 3826373
66th
5
347843021 +/- 18486827
65th
10
347273529 +/- 9908327
64th
14
344069861 +/- 4189552
63rd
4
342385986 +/- 1924334
63rd
4
341759825 +/- 3546653
63rd
15
341013325 +/- 8941431
63rd
6
339781623 +/- 174628
62nd
6
339330842 +/- 1691074
61st
12
338116114 +/- 8986657
60th
3
336150344 +/- 89561
59th
7
333798277 +/- 10528946
58th
9
330458335 +/- 3352223
58th
49
329806845 +/- 9637169
58th
4
329706655 +/- 1762486
57th
13
325311133 +/- 4262241
56th
12
324083167 +/- 3517362
56th
29
323050032 +/- 2863942
55th
3
321354218 +/- 970276
55th
18
321341520 +/- 20649976
54th
10
319810964 +/- 36545959
53rd
21
317060503 +/- 1606615
52nd
5
314139366 +/- 4526637
51st
3
311460275 +/- 317271
51st
6
310405739 +/- 5706667
51st
3
309449905 +/- 6527972
Median
50th
308730450
50th
4
306220902 +/- 5505594
49th
8
303896346 +/- 2309268
48th
6
302331450 +/- 703524
48th
5
302290107 +/- 12616639
48th
29
301102090 +/- 9354372
48th
7
300979482 +/- 3331410
47th
10
299848784 +/- 4197887
46th
8
299392369 +/- 3660876
46th
10
298601180 +/- 10208453
45th
56
298338652 +/- 1935189
44th
3
295435440 +/- 577658
43rd
3
295319268
43rd
10
295224653 +/- 3912650
43rd
10
294707615 +/- 3418896
43rd
12
293512077 +/- 3724694
42nd
6
292084864 +/- 1292159
41st
66
291183068 +/- 40870322
41st
13
290889585 +/- 3540142
41st
10
290725856 +/- 3614743
41st
10
290503108 +/- 3579580
41st
10
290026746 +/- 3647989
40th
9
289429112 +/- 4007203
40th
3
288641172 +/- 128949
40th
5
288397185
38th
4
286057530 +/- 284705
38th
4
284367121 +/- 10105275
37th
12
283062214 +/- 648642
37th
8
282343830 +/- 3429569
36th
10
281384642 +/- 3553423
36th
10
280619513 +/- 3974493
36th
31
278558417 +/- 2880867
35th
9
278193598 +/- 29869625
35th
3
278012786 +/- 209266
34th
3
274235020
34th
5
274090978
33rd
3
271579505 +/- 11029568
33rd
20
270925623 +/- 846926
31st
5
266316963 +/- 3689839
31st
18
266283567 +/- 2181535
31st
7
265446642 +/- 18227020
31st
6
263087100 +/- 1621447
31st
12
262936577 +/- 22343283
29th
19
255060726 +/- 12714605
27th
8
245754556 +/- 2114588
26th
3
241571217 +/- 2722430
26th
3
241444382 +/- 737252
Low-Tier
25th
< 238610647
25th
11
238152851 +/- 7223663
24th
6
223704375 +/- 11547335
23rd
4
221384020 +/- 19572808
22nd
13
214561567 +/- 7986342
22nd
10
211449057 +/- 22230923
21st
15
200445562 +/- 527019
20th
4
199805953 +/- 28100722
20th
4
195514925 +/- 1896934
19th
5
194997261 +/- 1501922
18th
47
191361049 +/- 21788799
18th
3
185720984 +/- 10748577
16th
3
170506617 +/- 22588587
15th
5
165268196 +/- 6791545
15th
20
161055752 +/- 17709197
13th
5
143424818 +/- 2505863
12th
3
129966135 +/- 8944722
12th
10
128164724 +/- 15730051
11th
5
124604327 +/- 13791506
11th
4
120604647 +/- 669724
11th
3
119683468 +/- 6097271
9th
47
105932091 +/- 194178
8th
3
100670845 +/- 219376
7th
3
97414417 +/- 106839
6th
3
89688922 +/- 1037687
6th
4
81261753 +/- 214621
5th
11
76325513 +/- 10187417
5th
11
69412748 +/- 6360832
5th
4
69171824 +/- 183077
4th
3
60335719 +/- 3486797
3rd
19
57001323 +/- 6142439
3rd
8
54950561 +/- 4250985
3rd
3
50426265 +/- 417530
2nd
11
37213912 +/- 5382723
OpenBenchmarking.orgDistribution Of Public Results - Test: FLOAT2510 Results Range From 18890833 To 735911069 QUIPs18890833332312384757164361912048762524539059285810493326311927366813361407314795447816229488317663528819097569320531609821965650323399690824833731326267771827701812329135852830569893332003933833437974334872014836306055337740095839174136340608176842042217343476257844910298346344338847778379349212419850646460352080500853514541354948581856382622357816662859250703360684743862118784363552824864986865366420905867854946369288986870723027372157067873591108350100150200250

Based on OpenBenchmarking.org data, the selected test / test configuration (Hierarchical INTegration 1.0 - Test: FLOAT) has an average run-time of 14 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 BenchmarkTest: FLOATRun-Time714212835Min: 3 / Avg: 13.32 / Max: 34

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 RunsTest: FLOATDeviation246810Min: 0 / Avg: 0.19 / Max: 5

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.

AMDIntelOpenBenchmarking.orgRelative Core Scaling To BaseHierarchical INTegration CPU Core ScalingTest: FLOAT246812161820243248641280.79791.59582.39373.19163.9895

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 44-Core
Intel / AMD x86 32-bit
i686
(Many Processors)
ARMv7 32-bit
armv7l
ARMv7 Cortex-A72 4-Core, ARMv7 rev 0 4-Core, ARMv7 rev 1 4-Core, ARMv7 rev 3 4-Core, ARMv7 rev 3 8-Core, ARMv7 rev 4 4-Core, ARMv7 rev 5 4-Core, ARMv7 rev 5 8-Core
ARMv6 32-bit
armv6l
ARMv7
ARMv8 64-bit
aarch64
AArch64 rev 4, ARMVv8 Cortex-A53 4-Core, ARMVv8 Cortex-A73 6-Core, ARMv8, ARMv8 Cortex-A53 24-Core, ARMv8 Cortex-A53 4-Core, ARMv8 Cortex-A57 4-Core, ARMv8 Cortex-A72 16-Core, ARMv8 Cortex-A72 4-Core, ARMv8 Cortex-A72 6-Core, ARMv8 Cortex-A73, ARMv8 Cortex-A73 6-Core, ARMv8 Neoverse-N1, ARMv8 rev 0 8-Core, ARMv8 rev 1 4-Core, ARMv8 rev 3 6-Core, ARMv8 rev 4 8-Core, Amlogic, Ampere ARMv8 Neoverse-N1 256-Core, Ampere Altra ARMv8 Neoverse-N1 160-Core, Ampere eMAG ARMv8 32-Core, Apple M1, Rockchip, Rockchip ARMv8 Cortex-A53 4-Core, SiFive RISC-V

Recent Test Results

OpenBenchmarking.org Results Compare

3 Systems - 357 Benchmark Results

AMD Ryzen 7 7700X 8-Core - ASUS ROG CROSSHAIR X670E HERO - AMD Device 14d8

Ubuntu 22.04 - 6.0.0-060000rc1daily20220820-generic - GNOME Shell 42.2

3 Systems - 357 Benchmark Results

13 Systems - 228 Benchmark Results

AMD Ryzen 9 3950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship

Ubuntu 20.04 - 5.9.0-050900-generic - GNOME Shell 3.36.4

4 Systems - 361 Benchmark Results

AMD Ryzen 9 7900X 12-Core - ASUS ROG CROSSHAIR X670E HERO - AMD Device 14d8

Ubuntu 22.04 - 6.0.0-060000rc1daily20220820-generic - GNOME Shell 42.2

13 Systems - 333 Benchmark Results

Intel Core i9-11900K - ASUS ROG MAXIMUS XIII HERO - Intel Tiger Lake-H

Ubuntu 22.04 - 6.0.0-060000rc1daily20220820-generic - GNOME Shell 42.2

1 System - 110 Benchmark Results

ARMv8 Cortex-A72 - BCM2835 Raspberry Pi 4 Model B Rev 1.1 - Broadcom BCM2711

Debian 11 - 5.15.56-v8+ - LXDE 0.10.1

14 Systems - 229 Benchmark Results

AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship

Ubuntu 20.04 - 5.9.0-050900-generic - GNOME Shell 3.36.4

3 Systems - 55 Benchmark Results

Intel Xeon Platinum 8358 - QEMU Standard PC - Intel 440FX 82441FX PMC

Ubuntu 22.04 - 5.15.0-1016-oracle - 1.2.204

2 Systems - 55 Benchmark Results

Intel Xeon Platinum 8358 - QEMU Standard PC - Intel 440FX 82441FX PMC

Ubuntu 22.04 - 5.15.0-1016-oracle - 1.2.204

1 System - 55 Benchmark Results

Intel Xeon Platinum 8358 - QEMU Standard PC - Intel 440FX 82441FX PMC

Ubuntu 22.04 - 5.15.0-1016-oracle - 1.2.204

1 System - 55 Benchmark Results

AMD EPYC 7J13 64-Core - QEMU Standard PC - Intel 440FX 82441FX PMC

Ubuntu 22.04 - 5.15.0-1016-oracle - 1.2.204

1 System - 55 Benchmark Results

Intel Xeon Platinum 8358 - QEMU Standard PC - Intel 440FX 82441FX PMC

Ubuntu 22.04 - 5.15.0-1016-oracle - 1.2.204

1 System - 55 Benchmark Results

AMD EPYC 7J13 64-Core - QEMU Standard PC - Intel 440FX 82441FX PMC

Ubuntu 22.04 - 5.15.0-1016-oracle - 1.2.204

1 System - 55 Benchmark Results

AMD EPYC 7J13 64-Core - QEMU Standard PC - Intel 440FX 82441FX PMC

Ubuntu 22.04 - 5.15.0-1016-oracle - 1.2.204

Most Popular Test Results

OpenBenchmarking.org Results Compare

3 Systems - 268 Benchmark Results

Intel Core i5-2520M - HP 161C - Intel 2nd Generation Core DRAM

Ubuntu 18.04 - 4.18.0-20-generic - GNOME Shell 3.28.3

11 Systems - 217 Benchmark Results

Intel Core i9-10900K - Gigabyte Z490 AORUS MASTER - Intel Comet Lake PCH

Ubuntu 20.04 - 5.9.0-050900-generic - GNOME Shell 3.36.4

4 Systems - 99 Benchmark Results

Apple - Apple Mac mini - 8GB

macOS 11.0 - 20.1.0 - OpenCL 1.2

20 Systems - 43 Benchmark Results

Intel Atom x5-Z8350 - AAEON MF-001 - Intel Atom

Ubuntu 18.04 - 4.15.18-dli - X Server 1.19.6

16 Systems - 45 Benchmark Results

Rockchip - Firefly ROC-RK3328-CC - 2048MB

Ubuntu 18.04 - 4.4.114 - LXDE

17 Systems - 43 Benchmark Results

AArch64 rev 4 - sun50iw1p1 - 1024MB

Ubuntu 16.04 - 3.10.104 - X Server 1.18.4

3 Systems - 174 Benchmark Results

Intel Core i9-10900K - Gigabyte Z490 AORUS MASTER - Intel Comet Lake PCH

Fedora 33 - 5.8.11-300.fc33.x86_64 - GNOME Shell 3.38.0

8 Systems - 84 Benchmark Results

Intel Xeon E-2288G - Compulab SBC-ATCFL v1.2 - Intel Cannon Lake PCH

Ubuntu 20.10 - 5.8.0-26-generic - GNOME Shell 3.38.1

4 Systems - 131 Benchmark Results

Intel Core i7-10700T - Insyde CometLake TBD by OEM - Intel

FreeBSD - 12.2-RELEASE - Clang 10.0.1

12 Systems - 229 Benchmark Results

AMD Ryzen 5 2600 Six-Core - ASUS ROG CROSSHAIR VIII HERO - AMD 17h

Ubuntu 20.04 - 5.9.0-050900-generic - GNOME Shell 3.36.4

2 Systems - 601 Benchmark Results

2 x Intel Xeon E5-2690 v4 - Intel S2600WTT v.......... - Intel Xeon E7 v4

Debian 9.4 - 4.9.0-6-amd64 - GCC 6.3.0 20170516 + Clang 3.8.1-24

26 Systems - 438 Benchmark Results

AMD EPYC 7763 64-Core - AMD DAYTONA_X - AMD Starship

Ubuntu 20.04 - 5.11.0-051100rc6daily20210201-generic - GNOME Shell 3.36.4

8 Systems - 62 Benchmark Results

AMD EPYC 7351P 16-Core - ASRockRack EPYCD8-2T - AMD Family 17h

Clear Linux OS 27910 - 4.20.10-699.native - GNOME Shell 3.30.2

4 Systems - 119 Benchmark Results

Intel Core i9-7980XE - ASUS PRIME X299-A - Intel Sky Lake-E DMI3 Registers

FreeBSD - 12.0-CURRENT - Clang 6.0.0

Find More Test Results