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.

Learn more about this test at the upstream project site: https://github.com/esa-tu-darmstadt/daphne-benchmark.

This benchmark test profile is maintained by Michael Larabel. This OpenBenchmarking.org test profile was created on 23 June 2020. To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark daphne.

This test has an average install time of 4 minutes, 8 seconds and an average run-time of 3 minutes, 59 seconds.

Installation StatsTest Completion StatsPublic Result UploadsOpenBenchmarking.orgEventsDarmstadt Automotive Parallel Heterogeneous Suite Popularitypts/daphne2020.062020.072020.082020.092020.102020.1180160240320400

* Data based on those opting to upload their test results to OpenBenchmarking.org and users enabling the opt-in anonymous statistics reporting.

OpenCL8.9%NVIDIA CUDA5.9%OpenMP85.2%Backend Option PopularityOpenBenchmarking.org
NDT Mapping34.8%Euclidean Cluster33.9%Points2Image31.3%Kernel Option PopularityOpenBenchmarking.org

Revision History

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

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 448 public samples since 23 June 2020 with the latest data as of 30 November 2020.

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
Test Cases Per Minute (Average)
Mid-Tier
75th
< 1105
Median
50th
958
Low-Tier
25th
< 865
OpenBenchmarking.orgDistribution Of Public Results - Backend: OpenMP - Kernel: Euclidean Cluster448 Results Range From 173 To 1583 Test Cases Per Minute173211249287325363401439477515553591629667705743781819857895933971100910471085112311611199123712751313135113891427146515031541157916171326395265

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: 1.13 / Max: 3

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.1%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsBackend: OpenMP - Kernel: Euclidean ClusterDeviation246810Min: 0 / Avg: 0.1 / Max: 2

Recent Test Results

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Ubuntu 20.04 - 5.4.0-53-generic - GNOME Shell 3.36.4

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

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

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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

13 Systems - 593 Benchmark Results

Intel Core i7-8550U - Dell 0C6J64 - 8GB

Ubuntu 20.04 LTS - 5.8.16-300.fc33.x86_64 - GCC 9.3.0

12 Systems - 593 Benchmark Results

AMD Ryzen 9 5900X 12-Core - ASRock X570 Taichi - AMD Starship

Fedora 33 - 5.8.16-300.fc33.x86_64 - GNOME Shell 3.38.1

3 Systems - 232 Benchmark Results

Intel Core i7-4960X - MSI X79MA-GD45 - Intel Xeon E7 v2

Ubuntu 19.10 - 5.3.0-40-generic - GNOME Shell 3.34.1

3 Systems - 202 Benchmark Results

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

Ubuntu 20.04 - 5.8.14-050814-generic - GNOME Shell 3.36.4

7 Systems - 84 Benchmark Results

AMD EPYC 7302P 16-Core - Supermicro H11DSi-NT v2.00 - AMD Starship

Ubuntu 20.04 - 5.8.0-050800rc6daily20200721-generic - GNOME Shell 3.36.1

24 Systems - 204 Benchmark Results

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Ubuntu 20.04 - 5.4.0-45-generic - GNOME Shell 3.36.4

Most Popular Test Results

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

6 Systems - 136 Benchmark Results

Intel Core i9-10980XE - ASRock X299 Steel Legend - Intel Sky Lake-E DMI3 Registers

openSUSE Tumbleweed 20200727 - 5.7.9-1-default - KDE Plasma 5.19.3

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

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

3 Systems - 301 Benchmark Results

Intel Core i5-7600K - Gigabyte Z270M-D3H-CF - Intel Xeon E3-1200 v6

Ubuntu 20.04 - 5.4.0-40-generic - GNOME Shell 3.36.3

9 Systems - 412 Benchmark Results

2 x Intel Xeon Gold 6250 - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers

Ubuntu 20.04 - 5.8.0-050800rc6daily20200721-generic - GNOME Shell 3.36.1

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

4 Systems - 95 Benchmark Results

AMD Ryzen Threadripper 3990X 64-Core - System76 Thelio Major - AMD Starship

Pop 20.04 - 5.4.0-7634-generic - GNOME Shell 3.36.3

7 Systems - 84 Benchmark Results

2 x AMD EPYC 7262 8-Core - Supermicro H11DSi-NT v2.00 - AMD Starship

Ubuntu 20.04 - 5.8.0-050800rc6daily20200721-generic - GNOME Shell 3.36.1

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