Darmstadt Automotive Parallel Heterogeneous Suite

DAPHNE is the Darmstadt Automotive Parallel HeterogeNEous Benchmark Suite with OpenCL / CUDA / OpenMP test cases for these automotive benchmarks for evaluating programming models in context to vehicle autonomous driving capabilities.

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

Project Site

github.com

Test Created

23 June 2020

Last Updated

23 June 2020

Test Maintainer

Michael Larabel

Test Type

System

Average Install Time

3 Minutes, 31 Seconds

Average Run Time

3 Minutes, 56 Seconds

Test Dependencies

C/C++ Compiler Toolchain + OpenCL

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 Wed, 03 Mar 2021 05:42:20 GMT.

Revision History

pts/daphne-1.0.0 [View Source] Tue, 23 Jun 2020 17:08:20 GMT
Initial commit of DAPHNE - Darmstadt Automotive Parallel HeterogeNEous Benchmark Suite

Suites Using This Test

HPC - High Performance Computing

Performance Metrics

Analyze Test Configuration:

Darmstadt Automotive Parallel Heterogeneous Suite

Backend: OpenMP - Kernel: NDT Mapping

OpenBenchmarking.org metrics for this test profile configuration based on 510 public results since 23 June 2020 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

Test Cases Per Minute (Average)

AMD Ryzen Threadripper 3970X 32-Core

100th

1074 ^{+/- 14}

AMD Ryzen Threadripper 3960X 24-Core

99th

986 ^{+/- 6}

AMD Ryzen 5 5600X 6-Core

98th

985

AMD Ryzen Threadripper 3990X 64-Core

92nd

954 ^{+/- 26}

AMD Ryzen 9 5950X 16-Core

92nd

939 ^{+/- 34}

AMD Ryzen 9 5900X 12-Core

90th

931 ^{+/- 15}

AMD EPYC 7F52 16-Core

90th

930 ^{+/- 77}

Intel Core i9-10980XE

90th

924 ^{+/- 57}

AMD EPYC 7F32 8-Core

90th

924 ^{+/- 29}

AMD Ryzen 7 5800X 8-Core

89th

922 ^{+/- 14}

AMD EPYC 7F72 24-Core

85th

904 ^{+/- 2}

Intel Xeon Gold 6226R

80th

896 ^{+/- 15}

AMD EPYC 7502 32-Core

77th

893 ^{+/- 33}

AMD EPYC 7402P 24-Core

77th

891 ^{+/- 19}

AMD EPYC 7542 32-Core

77th

887 ^{+/- 12}

AMD EPYC 7502P 32-Core

76th

881 ^{+/- 12}

Mid-Tier

75th

< 881

AMD EPYC 7302P 16-Core

75th

878 ^{+/- 16}

AMD EPYC 7642 48-Core

75th

877 ^{+/- 18}

AMD EPYC 7552 48-Core

71st

872 ^{+/- 16}

AMD EPYC 7452 32-Core

70th

871

AMD EPYC 7662 64-Core

70th

868 ^{+/- 20}

Intel Xeon Gold 5217

63rd

855 ^{+/- 18}

Intel Xeon Gold 5218

61st

850 ^{+/- 30}

AMD EPYC 7702 64-Core

61st

848 ^{+/- 9}

AMD EPYC 7282 16-Core

61st

847 ^{+/- 8}

AMD EPYC 7232P 8-Core

61st

846 ^{+/- 13}

AMD EPYC 7532 32-Core

59th

840 ^{+/- 38}

Intel Xeon Silver 4215R

56th

835 ^{+/- 13}

AMD EPYC 7272 12-Core

55th

825 ^{+/- 36}

2 x AMD EPYC 7F32 8-Core

55th

823

2 x AMD EPYC 7F52 16-Core

54th

822

Intel Core i5-10600K

53rd

818 ^{+/- 77}

Intel Xeon Silver 4214R

52nd

813 ^{+/- 6}

Intel Xeon Silver 4216

51st

801 ^{+/- 52}

Median

50th

798

AMD EPYC 7262 8-Core

50th

797

AMD EPYC 7352 24-Core

48th

796

Intel Core i7-7700K

47th

791 ^{+/- 12}

2 x Intel Xeon Gold 6250

47th

783 ^{+/- 39}

2 x AMD EPYC 7542 32-Core

46th

780

AMD EPYC 7252 8-Core

45th

776

2 x AMD EPYC 7262 8-Core

42nd

759 ^{+/- 1}

AMD Ryzen 3 3300X 4-Core

42nd

757 ^{+/- 45}

2 x Intel Xeon Gold 6258R

41st

750 ^{+/- 7}

2 x AMD EPYC 7552 48-Core

41st

750

AMD Ryzen 9 3900X 12-Core

41st

750 ^{+/- 83}

2 x AMD EPYC 7532 32-Core

39th

741

2 x AMD EPYC 7452 32-Core

36th

737

AMD Ryzen 7 3800XT 8-Core

36th

732 ^{+/- 5}

AMD Ryzen 9 3900XT 12-Core

33rd

726 ^{+/- 25}

Intel Core i9-10900K

32nd

725 ^{+/- 34}

2 x AMD EPYC 7742 64-Core

32nd

724 ^{+/- 16}

2 x Intel Xeon Gold 6230R

32nd

723 ^{+/- 12}

2 x Intel Xeon Platinum 8280

29th

714 ^{+/- 28}

2 x Intel Xeon Silver 4215R

27th

709 ^{+/- 8}

AMD Ryzen 7 3700X 8-Core

27th

709 ^{+/- 31}

Low-Tier

25th

< 705

2 x Intel Xeon Silver 4214R

24th

699 ^{+/- 12}

2 x Intel Xeon Gold 5220R

24th

694 ^{+/- 30}

2 x AMD EPYC 7352 24-Core

22nd

689

Intel Core i3-10100

22nd

688 ^{+/- 5}

Intel Pentium Gold G6400

21st

684 ^{+/- 2}

2 x AMD EPYC 7282 16-Core

20th

680 ^{+/- 53}

AMD Ryzen 9 3950X 16-Core

16th

653 ^{+/- 63}

2 x Intel Xeon Silver 4210

15th

652

Intel Core i3-7100

13th

618 ^{+/- 3}

Intel Celeron G5900

13th

613 ^{+/- 34}

2 x Intel Xeon Gold 6138

13th

608 ^{+/- 49}

AMD Ryzen 5 4500U

12th

585 ^{+/- 3}

AMD Ryzen 3 1200

9th

546 ^{+/- 4}

AMD Ryzen 7 1700 Eight-Core

9th

537 ^{+/- 2}

AMD Athlon 3000G

8th

528 ^{+/- 2}

Intel Core i7-4960X

5th

432

Intel Core i5-5300U

5th

428

AMD Ryzen 3 3200U

3rd

385 ^{+/- 2}

Ampere eMAG ARMv8 32-Core

2nd

243 ^{+/- 4}

Based on OpenBenchmarking.org data, the selected test / test configuration (Darmstadt Automotive Parallel Heterogeneous Suite - Backend: OpenMP - Kernel: NDT Mapping) 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.

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.

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.

MOVDQU CVTSI2SD DIVSD ADDSD MOVD PUNPCKLQDQ CVTSS2SD MULSD UCOMISD SQRTSD MOVAPD CVTSD2SS SUBSD COMISD MOVDQA PSHUFD MOVUPD UNPCKHPD PMULUDQ PADDQ UNPCKLPD CVTPS2PD ADDPD DIVPD MULPD CVTPD2PS MOVHPD ANDPD

Advanced Vector Extensions (AVX)

Requires passing a supported compiler/build flag (verified with targets: sandybridge, skylake, tigerlake, cascadelake, sapphirerapids, alderlake, znver2, znver3).
Found on Intel processors since Sandy Bridge (2011).
Found on AMD processors since Bulldozer (2011).

VZEROUPPER VEXTRACTF128 VINSERTF128

Advanced Vector Extensions 2 (AVX2)

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 Excavator (2016).

VPBROADCASTQ VPERMQ VPBROADCASTD VPGATHERDQ VPERM2I128 VPERMD

FMA (FMA)

VFMSUB132SS VFMADD132SD VFMSUB132SD VFMADD132SS VFNMADD132SS VFMADD231SS VFNMADD231SS VFNMSUB231SS VFMSUB231SS VFMADD132PS

The test / benchmark does honor compiler flag changes.

Last automated analysis: 30 January 2021

This test profile binary relies on the shared libraries libOpenCL.so.1, libm.so.6, libc.so.6, libdl.so.2.

Linux 5.12 Scheduler Featured Kernel Comparison	5.11.0-051100-generic - 5.11.0-sched
Linux 5.12 Scheduler Featured Kernel Comparison	5.11.0-051100-generic - 5.11.0-sched
xx 3 Systems - 6 Benchmark Results	AMD Ryzen 7 5800X 8-Core - ASRock X570 Pro4 - AMD Starship Ubuntu 20.10 - 5.11.0-rc1-phx - GNOME Shell 3.38.1
AMD EPYC 7F52 Featured Kernel Comparison	5.10.3-051003-generic - 5.11.0-rc1-phx
AMD EPYC 7F52 Featured Kernel Comparison	5.8.0-050800rc6daily20200721-generic - 5.10.3-051003-generic
Ryzen 9 5950X Linux 5.11 Regression Schedutil Featured Kernel Comparison	5.10.2-051002-generic - 5.10.0-phx
5900x xmas 3 Systems - 10 Benchmark Results	AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.10 - 5.10.0-051000daily20201222-generic - GNOME Shell 3.38.1
AMD Ryzen vs. Intel Core Benchmarking On Ubuntu Linux 13 Systems - 593 Benchmark Results	AMD Ryzen 7 3700X 8-Core - MSI MEG X570 GODLIKE - AMD Starship Ubuntu 20.04 - 5.8.0-050800daily20200622-generic - GNOME Shell 3.36.2
rx 6800 system 1 System - 92 Benchmark Results	AMD Ryzen 9 5900X 12-Core - ASRock X570 Taichi - AMD Starship Ubuntu 20.04 - 5.4.0-53-generic - GNOME Shell 3.36.4
amd-ryzen-9-5900x-on-linux-ubuntu-2010 7 Systems - 349 Benchmark Results	AMD Ryzen 5 5600X 6-Core - ASRock X570 Pro4 - AMD Starship Ubuntu 20.10 - 5.8.0-26-generic - GNOME Shell 3.38.1
amd-ryzen-9-5900x-on-linux-ubuntu-2010 6 Systems - 349 Benchmark Results	AMD Ryzen 9 5900X 12-Core - ASRock X570 Pro4 - AMD Starship Ubuntu 20.10 - 5.8.0-26-generic - GNOME Shell 3.38.1
AMD Ryzen vs. Intel Core Benchmarking On Ubuntu Linux 14 Systems - 593 Benchmark Results	AMD Ryzen 7 1700 Eight-Core - MSI X370 GAMING PRO CARBON - AMD 17h Fedora 33 - 5.8.18-300.fc33.x86_64 - modesetting 1.19.6

AMD Ryzen vs. Intel Core Benchmarking On Ubuntu Linux 12 Systems - 593 Benchmark Results	AMD Ryzen 9 3950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.04 - 5.8.0-050800daily20200622-generic - GNOME Shell 3.36.2
Core i5 10600K vs. Core i5 7600K vs. Core i5 4670 3 Systems - 301 Benchmark Results	Intel Core i5-10600K - ASUS PRIME Z490M-PLUS - Intel Comet Lake PCH Ubuntu 20.04 - 5.4.0-40-generic - GNOME Shell 3.36.3
Linux 5.12 Scheduler Featured Kernel Comparison	AMD Ryzen 9 5950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.10 - 5.11.0-sched - GNOME Shell 3.38.2
Core i9 Clear Linux Benchmarks 6 Systems - 136 Benchmark Results	Intel Core i9-10980XE - ASRock X299 Steel Legend - Intel Sky Lake-E DMI3 Registers Clear Linux OS 33540 - 5.7.10-972.native - GNOME Shell 3.36.4
Ryzen 7 1700 Summer Featured Kernel Comparison	AMD Ryzen 7 1700 Eight-Core - MSI B350 TOMAHAWK - AMD 17h Ubuntu 19.10 - 5.3.0-46-generic - GNOME Shell 3.34.1
7700K Intel 2020 3 Systems - 202 Benchmark Results	Intel Core i7-7700K - MSI Z270-A PRO - Intel Xeon E3-1200 v6 Ubuntu 20.04 - 5.4.0-28-generic - GNOME Shell 3.36.1
Intel Xeon On Ubuntu 20.10 Featured Processor Comparison	Intel Xeon Gold 6226R - Supermicro X11SPL-F v1.02 - Intel Sky Lake-E DMI3 Registers Ubuntu 20.10 - 5.8.0-20-generic - GNOME Shell 3.38.0
AMD Ryzen 9 3900X 6 Systems - 733 Benchmark Results	AMD Ryzen 7 3700X 8-Core - MSI MEG X570 GODLIKE - AMD Starship Ubuntu 20.04 - 5.8.0-050800daily20200622-generic - GNOME Shell 3.36.2
Ryzen 5 4500U Linux 5.8 Kernel Featured Kernel Comparison	AMD Ryzen 5 4500U - LENOVO LNVNB161216 - AMD Renoir Root Complex Ubuntu 20.10 - 5.6.19-050619-generic - GNOME Shell 3.36.3
Server New 9 Systems - 412 Benchmark Results	2 x Intel Xeon Silver 4215R - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers Ubuntu 20.04 - 5.8.0-050800rc6daily20200721-generic - GNOME Shell 3.36.1
Ryzen 9 3900XT Memory Scaling 6 Systems - 100 Benchmark Results	AMD Ryzen 9 3900XT 12-Core - MSI MEG X570 GODLIKE - AMD Starship Ubuntu 20.04 - 5.8.0-050800daily20200622-generic - GNOME Shell 3.36.2
EPYC Performance Reference 7 Systems - 84 Benchmark Results	AMD EPYC 7232P 8-Core - Supermicro H11DSi-NT v2.00 - AMD Starship Ubuntu 20.04 - 5.8.0-050800rc6daily20200721-generic - GNOME Shell 3.36.1

Darmstadt Automotive Parallel Heterogeneous Suite

Project Site

Test Created

Last Updated

Test Maintainer

Test Type

Average Install Time

Average Run Time

Test Dependencies

Supported Platforms

Revision History

Suites Using This Test

Performance Metrics

Darmstadt Automotive Parallel Heterogeneous Suite

Backend: OpenMP - Kernel: NDT Mapping

Does It Scale Well With Increasing Cores?

Notable Instruction Set Usage

Recent Test Results

Most Popular Test Results