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

Source Repository

github.com

Test Created

23 June 2020

Last Updated

17 March 2023

Test Maintainer

Michael Larabel

Test Type

System

Average Install Time

3 Minutes

Average Run Time

3 Minutes, 54 Seconds

Test Dependencies

C/C++ Compiler Toolchain + OpenCL

Accolades

20k+ Downloads

Supported Platforms

* 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 4 December 2023.

Revision History

pts/daphne-1.1.0 [View Source] Fri, 17 Mar 2023 12:51:45 GMT
Update against latest upstream, update download links.

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 2021.11.02

Backend: OpenMP - Kernel: NDT Mapping

OpenBenchmarking.org metrics for this test profile configuration based on 176 public results since 17 March 2023 with the latest data as of 30 September 2023.

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)

AMD Ryzen 7 7800X3D 8-Core

97th

1554 ^{+/- 2}

AMD Ryzen 7 7700X 8-Core

96th

1511

AMD Ryzen 5 7600X 6-Core

95th

1499

AMD Ryzen 9 7900X 12-Core

86th

1462

AMD EPYC 7343 16-Core

84th

1459 ^{+/- 3}

Intel Core i9-13900K

84th

1436 ^{+/- 65}

AMD Ryzen 9 7950X 16-Core

84th

1430 ^{+/- 40}

AMD Ryzen 9 7950X3D 16-Core

84th

1425

AMD Ryzen 9 7900X3D 12-Core

79th

1398

Mid-Tier

75th

< 1352

Intel Xeon Gold 6346

74th

1263 ^{+/- 28}

Apple M2

71st

1166 ^{+/- 5}

Intel Xeon Gold 6338

68th

1158 ^{+/- 14}

2 x Intel Xeon Gold 6346

67th

1151 ^{+/- 3}

2 x AMD EPYC 7513 32-Core

65th

1137 ^{+/- 9}

2 x Intel Xeon Gold 6342

62nd

1121 ^{+/- 6}

AMD Ryzen 7 5800X3D 8-Core

55th

1068 ^{+/- 6}

2 x Intel Xeon Gold 6338

54th

1052 ^{+/- 5}

Median

50th

1041

2 x Intel Xeon Platinum 8490H

50th

1039 ^{+/- 2}

AMD Ryzen Threadripper 3970X 32-Core

50th

1039 ^{+/- 11}

AMD Ryzen Threadripper 3990X 64-Core

48th

1031 ^{+/- 5}

AMD Ryzen Threadripper 3960X 24-Core

42nd

950 ^{+/- 4}

Intel Core i9-10980XE

35th

873 ^{+/- 29}

Intel Core i7-1280P

34th

868 ^{+/- 20}

Intel Core i7-1065G7

32nd

848 ^{+/- 3}

AMD Ryzen 7 PRO 6850U

30th

846 ^{+/- 10}

2 x Intel Xeon Platinum 8380

28th

827 ^{+/- 55}

2 x AMD EPYC 9654 96-Core

26th

804 ^{+/- 52}

Low-Tier

25th

< 802

2 x AMD EPYC 7773X 64-Core

23rd

779 ^{+/- 42}

AMD Ryzen 9 3900XT 12-Core

17th

724 ^{+/- 5}

Intel Core i7-1185G7

15th

712 ^{+/- 17}

AMD Ryzen 5 5500U

11th

652 ^{+/- 4}

AMD Ryzen 9 5900HX

9th

645 ^{+/- 8}

AMD Ryzen 5 4500U

7th

595 ^{+/- 14}

AMD Ryzen 7 4700U

5th

581 ^{+/- 2}

AMD Ryzen 7 4800U

3rd

407

AMD EPYC 7551 32-Core

2nd

396 ^{+/- 58}

Based on OpenBenchmarking.org data, the selected test / test configuration (Darmstadt Automotive Parallel Heterogeneous Suite 2021.11.02 - 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 0.3%.

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 MOVD

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: tigerlake, cascadelake, sapphirerapids).
Found on Intel processors since Haswell (2013).
Found on AMD processors since Excavator (2016).

VPBROADCASTQ

Advanced Vector Extensions 512 (AVX512)

Requires passing a supported compiler/build flag (verified with targets: cascadelake, sapphirerapids).

(ZMM REGISTER USE)

The test / benchmark does honor compiler flag changes.

Last automated analysis: 18 March 2023

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

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)

ARMv8 64-bit

aarch64

Apple M2

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atomicrulez_ubuntu_2310_daphne 1 System - 9 Benchmark Results	Intel Core i9-10850K - ASUS ROG MAXIMUS XII APEX - Intel Comet Lake PCH Ubuntu 23.10 - 6.5.0-5-generic - GNOME Shell 45.0
svc05_hpc_run_1_23-09-22 1 System - 543 Benchmark Results	AMD Ryzen Threadripper PRO 5995WX 64-Cores - ASRock WRX80 Creator - AMD Starship Ubuntu 22.04 - 6.2.0-33-generic - GNOME Shell 42.9
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DL385_workstation_mixed_3trials_nogpu 1 System - 139 Benchmark Results	2 x AMD EPYC 9654 96-Core - HPE ProLiant DL385 Gen11 - AMD Device 14a4 Ubuntu 22.04 - 5.19.0-50-generic - GNOME Shell 42.9
DL385_Workstation_mixed_1trial_nogpu 1 System - 139 Benchmark Results	2 x AMD EPYC 9654 96-Core - HPE ProLiant DL385 Gen11 - AMD Device 14a4 Ubuntu 22.04 - 5.19.0-50-generic - GNOME Shell 42.9
ndt 1 System - 1 Benchmark Result	AMD EPYC 9254 24-Core - Supermicro H13SSL-N v1.01 - AMD Device 14a4 Ubuntu 22.04 - 4.18.0-425.19.2.el8_7.x86_64 - Xfce 4.16
ndt 1 System - 1 Benchmark Result	2 x AMD EPYC 7473X 24-Core - ASUS KMPP-D32 - AMD Starship Ubuntu 22.04 - 4.18.0-425.3.1.el8.x86_64 - Xfce 4.16