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

12 Minutes, 15 Seconds

Test Dependencies

C/C++ Compiler Toolchain

Accolades

100k+ Downloads

Supported Platforms

* 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.
Data current as of Fri, 26 Feb 2021 09:00:49 GMT.

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 3,098 public results since 7 December 2013 with the latest data as of 20 February 2021.

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

# Matching Public Results

QUIPs (Average)

Apple M1

100th

554583836

AMD Ryzen 9 5950X 16-Core

100th

528897281 ^{+/- 6964530}

Intel Core i7-1165G7

100th

517062121 ^{+/- 45038370}

AMD Ryzen 5 5600X 6-Core

100th

506238075 ^{+/- 4822436}

AMD Ryzen 9 5900X 12-Core

100th

504377067 ^{+/- 34554335}

Intel Core i9-10900K

99th

494832494 ^{+/- 22976615}

Intel Core i7-8086K

99th

492998231 ^{+/- 1788334}

Intel Core i9-9900K

99th

492189623 ^{+/- 2085529}

Intel Core i9-9900KS

99th

489988837 ^{+/- 4293451}

Intel Core i7-1065G7

99th

483699559 ^{+/- 2748797}

Intel Core i5-10600K

99th

480473874 ^{+/- 883204}

Intel Xeon E-2288G

98th

473399989 ^{+/- 1600023}

Intel Core i7-8700K

97th

471633108 ^{+/- 12555676}

Intel Core i9-10980XE

97th

455767349 ^{+/- 1634963}

Intel Core i7-7700K

97th

455260037 ^{+/- 21267772}

Intel Core i7-9750H

96th

445257875 ^{+/- 6277659}

Intel Core i7-7740K

96th

442601403 ^{+/- 1335599}

Intel Core i7-8700B

96th

440437362 ^{+/- 2006758}

Intel Core i7-7900X

95th

433322862 ^{+/- 33697123}

Intel Core i3-10100

94th

421973931 ^{+/- 306687}

Intel Core i5-7600K

94th

420224469 ^{+/- 1827725}

Intel Core i7-8565U

94th

414206628 ^{+/- 717487}

Intel Xeon E3-1275 v6

94th

412603595 ^{+/- 994974}

Intel Core i5-9400F

93rd

407374967 ^{+/- 510547}

Intel Core i5-8400

93rd

406138757 ^{+/- 8577530}

AMD Ryzen 7 3800XT 8-Core

93rd

404912746 ^{+/- 2510814}

Intel Core i9-7980XE

92nd

400495471 ^{+/- 58623762}

AMD Ryzen 9 3900XT 12-Core

91st

393557256 ^{+/- 11478694}

2 x Intel Xeon Platinum 8280

91st

393304987 ^{+/- 9504591}

Intel Core i7-8550U

91st

393218033 ^{+/- 625223}

Intel Core i3-7100

91st

391388245 ^{+/- 9386878}

AMD Ryzen 9 3950X 16-Core

90th

389907859 ^{+/- 14379028}

AMD Ryzen Threadripper 3960X 24-Core

90th

387670834 ^{+/- 803222}

AMD Ryzen 9 3900X 12-Core

89th

385903536 ^{+/- 12627213}

Intel Xeon E3-1240 v5

89th

385166025 ^{+/- 16221270}

Intel Xeon Silver 4215R

89th

385036551

2 x Intel Xeon Gold 5220R

89th

385033968 ^{+/- 1171884}

AMD Ryzen Threadripper 3970X 32-Core

88th

382893461 ^{+/- 2888445}

Intel Xeon E3-1270 v5

88th

380638715 ^{+/- 5994005}

AMD Ryzen 3 3300X 4-Core

87th

379937119 ^{+/- 171896}

Intel Core i7-6800K

87th

377365475 ^{+/- 8061499}

AMD Ryzen 5 3600XT 6-Core

86th

377133272 ^{+/- 3975015}

Intel Core i7-5775C

86th

376285435 ^{+/- 11216426}

AMD Ryzen 7 3700X 8-Core

86th

374847593 ^{+/- 3718323}

Intel Xeon Gold 5218

86th

374717432

Intel Core i5-6600K

86th

373967069 ^{+/- 53515538}

AMD Ryzen Threadripper 3990X 64-Core

86th

373579663 ^{+/- 3306991}

Intel Xeon E3-1280 v5

85th

372717754 ^{+/- 39113566}

Intel Core i7-4790K

85th

371091325 ^{+/- 54210417}

2 x Intel Xeon Gold 6152

85th

370561367 ^{+/- 8880211}

AMD Ryzen 5 3600X 6-Core

85th

369341180 ^{+/- 39141182}

Intel Xeon Gold 6226R

85th

369104399 ^{+/- 16273439}

2 x Intel Xeon Gold 6138

83rd

363747827 ^{+/- 3414749}

Intel Core i3-8100

83rd

363384560 ^{+/- 870941}

Intel Core i7-9700TE

82nd

360681489 ^{+/- 742979}

Intel Core i7-4770K

82nd

358685173 ^{+/- 27847480}

Intel Xeon Gold 5217

81st

355484006

Intel Core i5-4670

81st

355463990 ^{+/- 4849937}

Intel Core i5-6500

80th

351232098 ^{+/- 18140724}

Intel Xeon E3-1260L v5

80th

351204232 ^{+/- 2371825}

AMD Ryzen 7 2700X Eight-Core

80th

350597981 ^{+/- 8198883}

AMD Ryzen Threadripper 2920X 12-Core

80th

350145796 ^{+/- 2392305}

AMD Ryzen 5 4500U

80th

349962825 ^{+/- 3433516}

Intel Xeon E5-1680 v3

80th

349754966 ^{+/- 14154916}

AMD Ryzen Threadripper 2950X 16-Core

79th

347843021 ^{+/- 18486827}

Ampere Altra ARMv8 Neoverse-N1 160-Core

79th

346734258 ^{+/- 12979993}

AMD EPYC 7F32 8-Core

78th

343185485 ^{+/- 4313039}

AMD Ryzen Threadripper 2970WX 24-Core

78th

342385986 ^{+/- 1924334}

AMD Ryzen 5 2600X Six-Core

78th

341759825 ^{+/- 3546653}

AMD EPYC 7F52 16-Core

77th

339936259 ^{+/- 9129471}

AMD Ryzen 3 3100 4-Core

77th

339781623 ^{+/- 174628}

Intel Core i7-6700HQ

77th

339330842 ^{+/- 1691074}

AMD Ryzen Threadripper 2990WX 32-Core

76th

338116114 ^{+/- 8986657}

Mid-Tier

75th

< 336372409

AMD Ryzen 5 3400G

75th

336150344 ^{+/- 89561}

Intel Xeon Silver 4214R

75th

336087940

Intel Core i7-3960X

75th

333798277 ^{+/- 10528946}

AMD Ryzen 7 1800X Eight-Core

74th

330458335 ^{+/- 3352223}

Intel Core i7-3770K

74th

329806845 ^{+/- 9637169}

AMD Ryzen 7 2700 Eight-Core

74th

329706655 ^{+/- 1762486}

AMD Ryzen 5 2600 Six-Core

72nd

324266429 ^{+/- 1999376}

AMD EPYC 7F72 24-Core

72nd

323660652 ^{+/- 3354485}

2 x AMD EPYC 7F72 24-Core

72nd

322778211 ^{+/- 291117}

AMD Ryzen 5 2400G

71st

321354218 ^{+/- 970276}

Intel Core i7-5960X

71st

321341520 ^{+/- 20649976}

Intel Core i7-4960X

70th

319810964 ^{+/- 36545959}

AMD Ryzen 3 1300X

70th

317060503 ^{+/- 1606615}

Intel Core i3-4130

69th

314139366 ^{+/- 4526637}

Intel Core i7-4700MQ

69th

311460275 ^{+/- 317271}

Intel Xeon Silver 4216

68th

310405739 ^{+/- 5706667}

Intel Core i7-4700HQ

68th

309449905 ^{+/- 6527972}

Intel Core i7-4558U

67th

306220902 ^{+/- 5505594}

AMD Ryzen 3 2200G

67th

303896346 ^{+/- 2309268}

2 x Intel Xeon E5-2683 v4

67th

302331450 ^{+/- 703524}

Intel Core i7-2700K

67th

302290107 ^{+/- 12616639}

AMD Ryzen 7 1700 Eight-Core

66th

301102090 ^{+/- 9354372}

AMD EPYC 7302P 16-Core

65th

298839366 ^{+/- 29029333}

Intel Core i5-3470

65th

298601180 ^{+/- 10208453}

Intel Core i5-2500

64th

298338652 ^{+/- 1935189}

AMD EPYC 7742 64-Core

64th

298278522 ^{+/- 3605981}

AMD EPYC 7542 32-Core

64th

297280924 ^{+/- 2865467}

2 x AMD EPYC 7742 64-Core

64th

296722219 ^{+/- 3868370}

AMD EPYC 7262 8-Core

63rd

295319268

AMD EPYC 7502P 32-Core

63rd

293473374 ^{+/- 2966940}

AMD EPYC 7402P 24-Core

63rd

293285404 ^{+/- 3102880}

AMD EPYC 7702 64-Core

62nd

292090794 ^{+/- 3149473}

AMD EPYC 7502 32-Core

62nd

292084864 ^{+/- 1292159}

Intel Xeon E5-2687W v3

62nd

291183068 ^{+/- 40870322}

AMD EPYC 7552 48-Core

61st

289112736 ^{+/- 2803244}

AMD EPYC 7532 32-Core

61st

288951704 ^{+/- 3064304}

AMD Ryzen 3 3200U

61st

288641172 ^{+/- 128949}

AMD EPYC 7662 64-Core

61st

288470397 ^{+/- 3209776}

AMD EPYC 7452 32-Core

61st

288397185

AMD EPYC 7642 48-Core

60th

287252691 ^{+/- 2528012}

Intel Pentium G3258

60th

286057530 ^{+/- 284705}

Intel Core i5-2500K

59th

284367121 ^{+/- 10105275}

Intel Core i7-6820HQ

59th

283062214 ^{+/- 648642}

AMD EPYC 7272 12-Core

58th

280809651 ^{+/- 3561416}

AMD EPYC 7282 16-Core

58th

279789281 ^{+/- 2595513}

AMD EPYC 7232P 8-Core

58th

278987690 ^{+/- 3651080}

AMD FX-8370E Eight-Core

58th

278558417 ^{+/- 2880867}

Intel Core i5-4278U

57th

278193598 ^{+/- 29869625}

Intel Core i5-3320M

57th

278012786 ^{+/- 209266}

AMD EPYC 7252 8-Core

56th

274235020

AMD EPYC 7352 24-Core

56th

274090978

Intel Core i5-6200U

56th

271579505 ^{+/- 11029568}

Intel Core i5-2400S

55th

270925623 ^{+/- 846926}

Intel Pentium G3220

55th

267852895 ^{+/- 1557551}

2 x AMD EPYC 7601 32-Core

54th

266554748 ^{+/- 2296973}

AMD Athlon X4 845 Quad Core

54th

265446642 ^{+/- 18227020}

AMD EPYC 7601 32-Core

54th

263087100 ^{+/- 1621447}

AMD FX-6300 Six-Core

54th

262936577 ^{+/- 22343283}

Median

50th

256909841

Intel Core i5-2520M

50th

255060726 ^{+/- 12714605}

AMD EPYC 7551 32-Core

49th

245754556 ^{+/- 2114588}

Intel Xeon E312xx

49th

241571217 ^{+/- 2722430}

AMD A10-7850K APU

49th

241444382 ^{+/- 737252}

Intel Xeon X5650

47th

241337216

AMD EPYC 7351P 16-Core

42nd

176

232249008 ^{+/- 9140911}

AMD FX-8150 Eight-Core

41st

223704375 ^{+/- 11547335}

Intel Xeon E5-2680 v3

41st

221384020 ^{+/- 19572808}

Intel Core i3-5010U

33rd

214561567 ^{+/- 7986342}

AMD A10-7700K APU with Radeon R7

33rd

211449057 ^{+/- 22230923}

Intel Core i3 370M

32nd

200445562 ^{+/- 527019}

POWER9 44-Core

31st

199805953 ^{+/- 28100722}

2 x Intel Xeon L5420

31st

195514925 ^{+/- 1896934}

Intel Xeon L5420

31st

194997261 ^{+/- 1501922}

AMD A10-7870K Radeon R7 12 Compute Cores 4C

31st

194894793 ^{+/- 2654758}

AMD A6-7400K Radeon R5 6 Compute Cores 2C

30th

191361049 ^{+/- 21788799}

Intel Core 2 Duo T7700

29th

185720984 ^{+/- 10748577}

Intel Xeon Gold 6138

28th

170506617 ^{+/- 22588587}

Intel Core 2 Duo T7500

27th

165268196 ^{+/- 6791545}

Intel Xeon E5-2609 v4

27th

161055752 ^{+/- 17709197}

Low-Tier

25th

< 154209035

ARMv8 rev 3 6-Core

22nd

115

143784935 ^{+/- 2412832}

Intel Core 2 Duo T7100

22nd

143424818 ^{+/- 2505863}

AMD Athlon 5350 APU with Radeon R3

19th

128164724 ^{+/- 15730051}

AMD Phenom 9500

19th

120604647 ^{+/- 669724}

ARMv8 Cortex-A72 6-Core

19th

119776311 ^{+/- 9910059}

AMD A6-3410MX APU

19th

119683468 ^{+/- 6097271}

AMD Athlon 5150 APU with Radeon R3

17th

105932091 ^{+/- 194178}

ARMv8 Cortex-A72 4-Core

16th

102616031 ^{+/- 12946781}

Intel Pentium 4

16th

97414417 ^{+/- 106839}

ARMv7 Cortex-A72 4-Core

16th

92074831 ^{+/- 158398}

ARMv7 rev 3 8-Core

15th

89688922 ^{+/- 1037687}

AMD E-350

15th

81261753 ^{+/- 214621}

ARMv7 rev 1 4-Core

15th

76325513 ^{+/- 10187417}

ARMv8 rev 1 4-Core

13th

68683587 ^{+/- 626809}

ARMv8 Cortex-A53 4-Core

6th

56379334 ^{+/- 8305243}

ARMv7 rev 4 4-Core

6th

54950561 ^{+/- 4250985}

AArch64 rev 4

4th

50426265 ^{+/- 417530}

ARMv7 rev 5 4-Core

4th

37213912 ^{+/- 5382723}

Intel Atom C2750

3rd

26092626

Based on OpenBenchmarking.org data, the selected test / test configuration (Hierarchical INTegration 1.0 - Test: FLOAT) has an average run-time of 6 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.

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

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.

aaaltra 1 System - 358 Benchmark Results	Ampere Altra ARMv8 Neoverse-N1 - WIWYNN Mt.Jade - Ampere Computing LLC Device e100 Ubuntu 20.04 - 5.11.0-051100-generic-64k - GNOME Shell 3.36.4
Xeon E 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
FreeBSD 12.2 vs. FreeBSD 13 BETA AMD EPYC Benchmarks 2 Systems - 119 Benchmark Results	AMD EPYC 7F52 16-Core - Supermicro Super Server 0123456789 - AMD [AMD] Starship FreeBSD - 12.2-RELEASE - Clang 10.0.1
FreeBSD 12.2 vs. FreeBSD 13 BETA Benchmarks 5 Systems - 131 Benchmark Results	Intel Core i7-10700T - Insyde CometLake TBD by OEM - Intel FreeBSD - 13.0-BETA1 - Clang 11.0.1
AWS vs GCP 5 Systems - 106 Benchmark Results	Intel Xeon - Google Compute Engine c2-standard-16 - 64GB Debian 10 - 4.19.0-13-cloud-amd64 - GCC 8.3.0
benchmark-m5 5 Systems - 106 Benchmark Results	Intel Xeon - Google Compute Engine c2-standard-16 - 64GB Debian 10 - 4.19.0-13-cloud-amd64 - GCC 8.3.0
benchmark-n2d 1 System - 102 Benchmark Results	AMD EPYC 7B12 - Google Compute Engine n2d-standard-16 - 64GB Debian 10 - 4.19.0-13-cloud-amd64 - GCC 8.3.0
benchmark-m5 4 Systems - 106 Benchmark Results	Intel Xeon - Google Compute Engine n2-standard-16 - 64GB Debian 10 - 4.19.0-13-cloud-amd64 - GCC 8.3.0
benchmark-n2 1 System - 103 Benchmark Results	Intel Xeon - Google Compute Engine n2-standard-16 - 64GB Debian 10 - 4.19.0-13-cloud-amd64 - GCC 8.3.0
benchmark-m5 3 Systems - 106 Benchmark Results	Intel Xeon - Google Compute Engine c2-standard-16 - 64GB Debian 10 - 4.19.0-13-cloud-amd64 - GCC 8.3.0
benchmark-compute 1 System - 103 Benchmark Results	Intel Xeon - Google Compute Engine c2-standard-16 - 64GB Debian 10 - 4.19.0-13-cloud-amd64 - GCC 8.3.0
benchmark-m5 1 System - 105 Benchmark Results	Intel Xeon Platinum 8175M - Amazon EC2 m5.4xlarge - Intel 440FX 82441FX PMC Debian 10 - 4.19.0-14-cloud-amd64 - GCC 8.3.0

Sandy 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
Ryzen 9 5900X / Ryzen 9 5950X Linux Performance 11 Systems - 217 Benchmark Results	AMD Ryzen 5 2600X Six-Core - ASUS ROG CROSSHAIR VIII HERO - AMD 17h Ubuntu 20.04 - 5.9.0-050900-generic - GNOME Shell 3.36.4
Apple M1 vs. AMD Renoir vs. Intel Tiger Lake 4 Systems - 99 Benchmark Results	VirtualApple - Apple Mac mini - 8GB macOS 11.0 - 20.1.0 - OpenCL 1.2
Xeon E 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
Core i9 10900K vs. Ryzen 9 3900X/3950X Linux Benchmarks Featured Processor Comparison	Intel Core i9-10900K - Gigabyte Z490 AORUS MASTER - Intel Comet Lake PCH Ubuntu 20.04 - 5.7.0-999-generic - GNOME Shell 3.36.1
Fedora 32 vs. Fedora 33 Beta Benchmarks 3 Systems - 174 Benchmark Results	Intel Core i9-10900K - Gigabyte Z490 AORUS MASTER - Intel Comet Lake PCH Fedora 32 - 5.6.6-300.fc32.x86_64 - GNOME Shell 3.36.1
AMD Ryzen 9 3900X Linux Benchmarks 1 System - 248 Benchmark Results	AMD Ryzen 9 3900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Device 1480 Ubuntu 18.04 - 5.2.0-999-generic - GNOME Shell 3.28.3
TR 3960X WK 3 Systems - 46 Benchmark Results	AMD Ryzen Threadripper 3960X 24-Core - MSI Creator TRX40 - AMD Starship Ubuntu 20.04 - 5.9.0-rc5-14sep-patch - GNOME Shell 3.36.4
intel-core-i5-6200u-280ghz 5 Systems - 1840 Benchmark Results	Intel Core i5-6200U - HP 8079 - Intel Xeon E3-1200 v5 Ubuntu 18.04 - 4.18.0-21-generic - GNOME Shell 3.28.4
intel-core-i5-6200u-280ghz 5 Systems - 1839 Benchmark Results	Intel Core i5-6200U - HP 8079 - Intel Xeon E3-1200 v5 Ubuntu 18.04 - 4.18.0-21-generic - GNOME Shell 3.28.4
AMD Ryzen 7 3700X Linux Benchmarks 1 System - 263 Benchmark Results	AMD Ryzen 7 3700X 8-Core - MSI MEG X570 GODLIKE - AMD Device 1480 Ubuntu 18.04 - 5.2.0-999-generic - GNOME Shell 3.28.4
Pre 10.0 Xeon 3 Systems - 40 Benchmark Results	2 x Intel Xeon Gold 5220R - TYAN S7106 - Intel Sky Lake-E DMI3 Registers Ubuntu 20.04 - 5.9.0-050900rc6-generic - GNOME Shell 3.36.4

Hierarchical INTegration

Project Site

Test Created

Last Updated

Test Maintainer

Test Type

Average Install Time

Average Run Time

Test Dependencies

Accolades

Supported Platforms

Revision History

Suites Using This Test

Performance Metrics

Hierarchical INTegration 1.0

Test: FLOAT

Does It Scale Well With Increasing Cores?

Recent Test Results

Most Popular Test Results

User Comments