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

Test Maintainer

Michael Larabel 

Test Type

System

Average Install Time

3 Minutes, 43 Seconds

Average Run Time

3 Minutes, 46 Seconds

Test Dependencies

C/C++ Compiler Toolchain + OpenCL

Accolades

5k+ Downloads

Supported Platforms


Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsDarmstadt Automotive Parallel Heterogeneous Suite Popularity Statisticspts/daphne2020.062020.072020.082020.092020.102020.112020.122021.012021.022021.032021.042021.052021.062021.072021.082021.092021.102021.112021.125001000150020002500
* 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 5 December 2021.
OpenCL7.7%NVIDIA CUDA5.0%OpenMP87.3%Backend Option PopularityOpenBenchmarking.org
NDT Mapping34.8%Euclidean Cluster33.4%Points2Image31.7%Kernel Option PopularityOpenBenchmarking.org

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: Euclidean Cluster

OpenBenchmarking.org metrics for this test profile configuration based on 538 public results since 23 June 2020 with the latest data as of 6 December 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
# Compatible Public Results
Test Cases Per Minute (Average)
99th
16
1516 +/- 29
96th
16
1485 +/- 43
96th
8
1472 +/- 145
95th
3
1470 +/- 133
93rd
7
1446 +/- 43
90th
8
1346 +/- 74
79th
12
1229 +/- 6
Mid-Tier
75th
< 1187
75th
3
1177 +/- 16
74th
4
1146 +/- 115
71st
6
1087 +/- 51
69th
11
1075 +/- 10
64th
7
1027 +/- 9
63rd
3
1023 +/- 4
62nd
4
1021 +/- 10
60th
6
1020 +/- 1
60th
5
1019 +/- 47
56th
3
988 +/- 2
54th
7
982 +/- 18
54th
8
980 +/- 2
52nd
5
974 +/- 5
Median
50th
968
50th
9
967 +/- 38
48th
12
960 +/- 10
45th
7
951 +/- 8
43rd
7
949 +/- 11
41st
7
944 +/- 9
37th
11
937 +/- 6
35th
7
925 +/- 17
35th
7
925 +/- 20
35th
7
922 +/- 5
32nd
7
913 +/- 10
30th
5
903 +/- 14
Low-Tier
25th
< 878
24th
12
871 +/- 4
23rd
3
863 +/- 1
11th
3
738 +/- 1
8th
4
647 +/- 2
7th
3
632 +/- 1
6th
6
588 +/- 1
5th
3
562 +/- 6
2nd
3
436 +/- 1
OpenBenchmarking.orgDistribution Of Public Results - Backend: OpenMP - Kernel: Euclidean Cluster536 Results Range From 173 To 1660 Test Cases Per Minute1732122512903293684074464855245636026416807197587978368759149539921031107011091148118712261265130413431382142114601499153815771616165516941632486480

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

OpenBenchmarking.orgMinutesTime Required To Complete BenchmarkBackend: OpenMP - Kernel: Euclidean ClusterRun-Time246810Min: 1 / Avg: 1.12 / Max: 4

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 RunsBackend: OpenMP - Kernel: Euclidean ClusterDeviation246810Min: 0 / Avg: 0.18 / Max: 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.

IntelAMDOpenBenchmarking.orgRelative Core Scaling To BaseDarmstadt Automotive Parallel Heterogeneous Suite CPU Core ScalingBackend: OpenMP - Kernel: Euclidean Cluster281216243248640.66671.33342.00012.66683.3335

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 PUNPCKLQDQ CVTSI2SD DIVSD ADDSD COMISD CVTSS2SD MOVAPD MOVDQA MOVUPD
Requires passing a supported compiler/build flag (verified with targets: sandybridge, skylake, tigerlake, cascadelake, znver2, znver3).
Found on Intel processors since Sandy Bridge (2011).
Found on AMD processors since Bulldozer (2011).

 
VZEROUPPER VEXTRACTF128 VINSERTF128
The test / benchmark does honor compiler flag changes.
Last automated analysis: 10 May 2021

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

Recent Test Results

OpenBenchmarking.org Results Compare

2 Systems - 169 Benchmark Results

1 System - 169 Benchmark Results

2 Systems - 267 Benchmark Results

Intel Core i9-12900K - ASUS ROG STRIX Z690-E GAMING WIFI - Intel Device 7aa7

Ubuntu 21.10 - 5.16.0-051600rc1daily20211116-generic - GNOME Shell 40.5

1 System - 494 Benchmark Results

Intel Core i9-12900K - ASUS ROG STRIX Z690-E GAMING WIFI - Intel Device 7aa7

Ubuntu 21.10 - 5.15.0-051500rc6daily20211023-generic - GNOME Shell 40.5

1 System - 86 Benchmark Results

AMD Ryzen 9 5900X 12-Core - ASRock X570 PG Velocita - AMD Starship

Pop 21.04 - 5.11.0-7620-generic - GNOME Shell 3.38.4

1 System - 86 Benchmark Results

AMD Ryzen 9 5900X 12-Core - ASRock X570 PG Velocita - AMD Starship

Pop 21.04 - 5.11.0-7620-generic - GNOME Shell 3.38.4

5 Systems - 59 Benchmark Results

2 x Intel Xeon Platinum 8380 - Intel M50CYP2SB2U - Intel Device 0998

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

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

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

Most Popular Test Results

OpenBenchmarking.org Results Compare

12 Systems - 593 Benchmark Results

AMD Ryzen 7 3800XT 8-Core - MSI MEG X570 GODLIKE - AMD Starship

Ubuntu 20.04 - 5.8.0-050800daily20200622-generic - GNOME Shell 3.36.2

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

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

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

3 Systems - 202 Benchmark Results

Intel Core i7-7700K - MSI Z270-A PRO - Intel Xeon E3-1200 v6

Ubuntu 20.04 - 5.9.0-050900rc8daily20201011-generic - GNOME Shell 3.36.4

9 Systems - 587 Benchmark Results

AMD Ryzen 5 3600XT 6-Core - MSI X470 GAMING M7 AC - AMD Starship

Ubuntu 20.04 - 5.8.0-050800daily20200622-generic - GNOME Shell 3.36.2

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

14 Systems - 593 Benchmark Results

AMD Ryzen 5 3600X 6-Core - MSI X470 GAMING M7 AC - AMD Starship

Ubuntu 20.04 - 5.8.0-050800daily20200622-generic - GNOME Shell 3.36.2

11 Systems - 138 Benchmark Results

Intel Xeon Gold 6226R - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers

Ubuntu 18.04 - 5.3.0-40-generic - GNOME Shell 3.28.4

15 Systems - 407 Benchmark Results

AMD EPYC 7302P 16-Core - ASRockRack EPYCD8 - AMD Starship

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

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