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

3 Seconds

Average Run Time

10 Minutes, 14 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/hint2013.122014.042014.082014.122015.042015.082015.122016.042016.082016.122017.042017.082017.122018.042018.082018.122019.042019.082019.122020.042020.082020.122021.042021.082021.122022.042022.082022.122023.042023.082023.122024.045K10K15K20K25K
* 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 8 June 2024.
DOUBLE12.7%FLOAT87.3%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 2,660 public results since 7 December 2013 with the latest data as of 7 May 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
QUIPs (Average)
100th
5
772079516 +/- 38742910
100th
12
751331119 +/- 4493203
100th
12
674504518 +/- 1559988
100th
4
661227636 +/- 25573724
100th
3
645658198 +/- 25417385
100th
9
644030765 +/- 9910441
100th
9
643334892 +/- 3385015
99th
6
636041716 +/- 1821397
99th
7
633136091 +/- 6263696
99th
10
633064819 +/- 81393702
98th
8
615495611 +/- 16110290
98th
4
605180511 +/- 5089360
98th
6
596985817 +/- 46449865
97th
27
522042086 +/- 13204998
96th
10
517062121 +/- 45038370
95th
6
509305354 +/- 31624268
95th
9
503625532 +/- 4787302
95th
20
503397987 +/- 32318906
94th
14
494509963 +/- 23752415
94th
6
492998231 +/- 1788334
94th
4
491883827 +/- 798990
94th
5
491788764 +/- 2358128
94th
4
483699559 +/- 2748797
93rd
5
480353928 +/- 931214
92nd
39
473399989 +/- 1600023
92nd
6
471633108 +/- 12555676
91st
9
455767349 +/- 1634963
91st
5
449513393 +/- 22457920
90th
3
442601403 +/- 1335599
89th
5
441410997 +/- 4426530
89th
6
441129073 +/- 1478388
89th
5
438510693 +/- 16036803
88th
21
433322862 +/- 33697123
88th
11
432360830 +/- 3462702
88th
4
431753958 +/- 1624282
88th
4
431595032 +/- 344937
87th
7
430646504 +/- 2623816
86th
3
421973931 +/- 306687
86th
3
420224469 +/- 1827725
86th
3
418216589 +/- 396602
85th
3
412603595 +/- 994974
85th
4
408367973 +/- 11691995
85th
3
407374967 +/- 510547
85th
5
406138757 +/- 8577530
85th
5
404623291 +/- 2692926
84th
34
400495471 +/- 58623762
82nd
9
394107792 +/- 10863617
82nd
18
392496769 +/- 7747527
81st
4
392003778 +/- 514957
81st
6
391569519 +/- 3913711
81st
3
391400246 +/- 1354945
81st
5
391388245 +/- 9386878
80th
13
389129220 +/- 14039373
80th
3
388886219 +/- 3089402
80th
4
388835329 +/- 8780260
79th
3
387670834 +/- 803222
79th
7
387227578 +/- 1320316
78th
23
385205038 +/- 12554862
78th
56
385166025 +/- 16221270
77th
6
383176032 +/- 2435060
77th
5
382893461 +/- 2888445
77th
3
382576092 +/- 1543883
76th
15
380638715 +/- 5994005
76th
3
379937119 +/- 171896
Mid-Tier
75th
< 379039444
75th
6
377533642 +/- 4560825
75th
31
377365475 +/- 8061499
75th
3
377133272 +/- 3975015
74th
6
376285435 +/- 11216426
74th
7
375557588 +/- 3879466
73rd
4
373967069 +/- 53515538
73rd
3
373768625 +/- 5359553
73rd
5
373092274 +/- 1682473
73rd
28
372717754 +/- 39113566
73rd
8
372520875 +/- 3364350
72nd
23
371091325 +/- 54210417
72nd
11
369860184 +/- 1063592
72nd
7
369104399 +/- 16273439
71st
5
367808127 +/- 38227281
70th
8
363747827 +/- 3414749
70th
22
363384560 +/- 870941
69th
4
360681489 +/- 742979
67th
48
356188587 +/- 29759930
67th
4
355484006
67th
13
355463990 +/- 4849937
65th
4
351232098 +/- 18140724
65th
3
351204232 +/- 2371825
65th
9
350852548 +/- 7130955
65th
5
350145796 +/- 2392305
65th
7
349962825 +/- 3433516
65th
38
349754966 +/- 14154916
65th
3
349378999 +/- 3826373
64th
5
347843021 +/- 18486827
64th
10
347273529 +/- 9908327
63rd
14
344069861 +/- 4189552
62nd
4
342385986 +/- 1924334
62nd
15
341013325 +/- 8941431
62nd
3
340736228 +/- 3547059
62nd
6
339781623 +/- 174628
61st
6
339330842 +/- 1691074
60th
12
338116114 +/- 8986657
60th
3
336150344 +/- 89561
59th
3
333857492 +/- 452133
58th
9
330458335 +/- 3352223
58th
48
329924179 +/- 9706639
58th
4
329706655 +/- 1762486
56th
13
325311133 +/- 4262241
55th
12
324083167 +/- 3517362
55th
28
323071878 +/- 2914035
54th
3
321354218 +/- 970276
54th
18
321341520 +/- 20649976
52nd
21
317060503 +/- 1606615
51st
5
314139366 +/- 4526637
51st
3
311460275 +/- 317271
Median
50th
310800444
50th
6
310405739 +/- 5706667
50th
3
309449905 +/- 6527972
49th
4
306220902 +/- 5505594
49th
8
303896346 +/- 2309268
48th
6
302331450 +/- 703524
48th
5
302290107 +/- 12616639
47th
6
301579814 +/- 3207898
47th
29
301102090 +/- 9354372
47th
9
300163161 +/- 4325872
46th
8
299392369 +/- 3660876
45th
56
298338652 +/- 1935189
43rd
3
295435440 +/- 577658
43rd
3
295319268
43rd
10
295224653 +/- 3912650
43rd
10
294707615 +/- 3418896
43rd
5
294604948 +/- 13931174
43rd
12
293512077 +/- 3724694
42nd
6
292084864 +/- 1292159
41st
66
291183068 +/- 40870322
41st
13
290889585 +/- 3540142
41st
10
290725856 +/- 3614743
41st
10
290503108 +/- 3579580
40th
10
290026746 +/- 3647989
40th
9
289429112 +/- 4007203
40th
3
288641172 +/- 128949
40th
5
288397185
38th
4
286057530 +/- 284705
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
32nd
18
266283567 +/- 2181535
32nd
7
265446642 +/- 18227020
31st
6
263087100 +/- 1621447
31st
12
262936577 +/- 22343283
29th
19
255060726 +/- 12714605
27th
5
247487350 +/- 3719278
27th
8
245754556 +/- 2114588
26th
3
241571217 +/- 2722430
26th
3
241444382 +/- 737252
Low-Tier
25th
< 240859066
25th
11
238152851 +/- 7223663
24th
5
231857003 +/- 2197481
24th
8
229957355 +/- 20393088
23rd
6
223704375 +/- 11547335
22nd
4
221384020 +/- 19572808
21st
13
214561567 +/- 7986342
21st
10
211449057 +/- 22230923
20th
15
200445562 +/- 527019
20th
4
199805953 +/- 28100722
19th
4
195514925 +/- 1896934
19th
5
194997261 +/- 1501922
18th
47
191361049 +/- 21788799
17th
3
185720984 +/- 10748577
15th
3
170506617 +/- 22588587
15th
5
165268196 +/- 6791545
14th
20
161055752 +/- 17709197
13th
22
146711622 +/- 600554
12th
5
143424818 +/- 2505863
11th
3
129966135 +/- 8944722
11th
10
128164724 +/- 15730051
11th
5
124604327 +/- 13791506
11th
4
120604647 +/- 669724
11th
3
119683468 +/- 6097271
9th
47
105932091 +/- 194178
7th
3
100670845 +/- 219376
7th
3
97414417 +/- 106839
6th
3
89688922 +/- 1037687
6th
4
81261753 +/- 214621
5th
11
76325513 +/- 10187417
5th
11
69412748 +/- 6360832
5th
5
69229274 +/- 204059
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: FLOAT2660 Results Range From 18890833 To 829230909 QUIPs1889083335097635513044376751123983718041999248431161316451323384471485452491647520511809588531971656552133724572295792592457860612619928632781996652944064673106132693268200713430268733592336753754404773916472794078540814240608834402676854564744874726812894888880915050948935213016955375084975537152995699221015861289036023357056185425076347493096509561116671629136833697156995765177157833197319901217481969237644037257806105277968173298130241318292309334080120160200

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: 13.87 / Max: 35

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: 0.2 / 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: FLOAT24681012161820243248641280.79791.59582.39373.19163.9895

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 Cortex-A76 4-Core, ARMv8 Cortex-A78E 6-Core, ARMv8 Neoverse-N1, ARMv8 rev 0 6-Core, 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, Rockchip ARMv8 Cortex-A76 4-Core, SiFive RISC-V

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