Rodinia

Rodinia is a suite focused upon accelerating compute-intensive applications with accelerators. CUDA, OpenMP, and OpenCL parallel models are supported by the included applications. This profile utilizes select OpenCL, NVIDIA CUDA and OpenMP test binaries at the moment.

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

Project Site

cs.virginia.edu

Test Created

23 January 2013

Last Updated

28 December 2021

Test Maintainer

Michael Larabel 

Test Type

Processor

Average Install Time

1 Minute, 16 Seconds

Average Run Time

20 Minutes, 55 Seconds

Test Dependencies

C/C++ Compiler Toolchain + OpenMPI + OpenCL

Accolades

150k+ Downloads + 5k+ Public Benchmark Results

Supported Platforms


Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsRodinia Popularity Statisticspts/rodinia2013.012013.052013.092014.012014.052014.092015.012015.052015.092016.012016.052016.092017.012017.052017.092018.012018.052018.092019.012019.052019.092020.012020.052020.092021.012021.052021.092022.012022.052022.0920K40K60K80K100K
* 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 27 September 2022.
OpenMP Leukocyte18.5%OpenMP CFD Solver22.4%OpenMP Streamcluster19.5%OpenMP LavaMD24.9%OpenMP HotSpot3D14.7%Test Option PopularityOpenBenchmarking.org

Revision History

pts/rodinia-1.3.2   [View Source]   Tue, 28 Dec 2021 09:31:58 GMT
Update Rodinia 3.1 download links as upstream host seems down..... Closes: [200~https://github.com/phoronix-test-suite/phoronix-test-suite/issues/583[201~

pts/rodinia-1.3.1   [View Source]   Thu, 09 Jul 2020 18:37:47 GMT
Drop OpenMP Myocyte.

pts/rodinia-1.3.0   [View Source]   Tue, 23 Jun 2020 12:01:54 GMT
Update against upstream Rodinia 3.1, increase the intensity of some of the problems.

pts/rodinia-1.2.2   [View Source]   Thu, 08 Oct 2015 15:59:24 GMT
Rodinia works on BSD.

pts/rodinia-1.2.1   [View Source]   Thu, 07 Nov 2013 09:07:01 GMT
Add opencl as external dependency.

pts/rodinia-1.2.0   [View Source]   Thu, 07 Nov 2013 07:59:47 GMT
Few more Rodinia OpenCL improvements.

pts/rodinia-1.1.1   [View Source]   Thu, 07 Nov 2013 07:35:14 GMT
Update Rodinia OpenCL Heartwall and Myocyte tests.

pts/rodinia-1.1.0   [View Source]   Thu, 07 Nov 2013 01:03:48 GMT
Update against upstream Rodinia 2.4 release. Also incorporate OpenCL tests to complement OpenMP tests.

pts/rodinia-1.0.0   [View Source]   Wed, 23 Jan 2013 16:16:40 GMT
Publish Rodinia 2.2 accelerator benchmarks.

Suites Using This Test

Multi-Core

OpenCL

Common Workstation Benchmarks

CPU Massive

Server CPU Tests

HPC - High Performance Computing

NVIDIA GPU Compute


Performance Metrics

Analyze Test Configuration:

Rodinia 3.1

Test: OpenMP LavaMD

OpenBenchmarking.org metrics for this test profile configuration based on 1,683 public results since 23 June 2020 with the latest data as of 27 September 2022.

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
Seconds (Average)
88th
18
42 +/- 1
84th
14
46 +/- 1
78th
11
56 +/- 1
78th
11
56 +/- 2
Mid-Tier
75th
> 63
74th
10
65 +/- 2
74th
10
66 +/- 2
73rd
18
68 +/- 3
70th
11
79 +/- 3
65th
10
90 +/- 2
63rd
15
99 +/- 1
62nd
3
101 +/- 1
60th
4
104 +/- 1
57th
5
112 +/- 2
56th
3
116 +/- 11
55th
16
123 +/- 5
52nd
14
128 +/- 3
Median
50th
130
46th
6
154 +/- 8
44th
10
162 +/- 4
42nd
7
168 +/- 14
40th
23
174 +/- 7
38th
7
188 +/- 8
36th
8
205 +/- 6
35th
6
212 +/- 17
35th
16
213 +/- 5
35th
3
213 +/- 2
34th
3
225 +/- 1
30th
19
247 +/- 4
28th
5
271 +/- 29
27th
5
283 +/- 12
Low-Tier
25th
> 296
25th
20
298 +/- 3
25th
7
298 +/- 17
24th
18
306 +/- 2
20th
3
336 +/- 1
19th
6
352 +/- 28
19th
3
354 +/- 11
16th
5
447 +/- 6
16th
3
455 +/- 2
15th
16
471 +/- 12
14th
3
482 +/- 11
14th
3
483 +/- 3
14th
4
486 +/- 14
13th
3
497 +/- 24
13th
10
503 +/- 1
12th
5
550 +/- 3
11th
7
553 +/- 1
11th
4
554 +/- 29
10th
6
569 +/- 2
5th
4
1019 +/- 140
3rd
3
1762 +/- 7
3rd
3
1866 +/- 45
3rd
3
1889 +/- 146
2nd
3
1980 +/- 56
OpenBenchmarking.orgDistribution Of Public Results - Test: OpenMP LavaMD1635 Results Range From 22 To 10642 Seconds22235448661874108713001513172619392152236525782791300432173430364338564069428244954708492151345347556057735986619964126625683870517264747776907903811683298542875589689181939496079820100331024610459106722004006008001000

Based on OpenBenchmarking.org data, the selected test / test configuration (Rodinia 3.1 - Test: OpenMP LavaMD) has an average run-time of 14 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 BenchmarkTest: OpenMP LavaMDRun-Time20406080100Min: 1 / Avg: 13.47 / Max: 121

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.3%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsTest: OpenMP LavaMDDeviation246810Min: 0 / Avg: 0.27 / Max: 6

Does It Scale Well With Increasing Cores?

Yes, based on the automated analysis of the collected public benchmark data, this test / test settings does 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 BaseRodinia CPU Core ScalingTest: OpenMP LavaMD246812162432486496128714212835

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.
 
MOVAPD PUNPCKLQDQ XORPD UNPCKLPD MOVD MOVDQA SUBSD DIVSD MULSD ADDSD UCOMISD SQRTSD CVTSI2SD MOVUPD UNPCKHPD MULPD ADDPD SUBPD
Last automated analysis: 18 January 2022

This test profile binary relies on the shared libraries libm.so.6, libgomp.so.1, libc.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)
RISC-V 64-bit
riscv64
SiFive RISC-V
IBM POWER (PowerPC) 64-bit
ppc64le
POWER8
ARMv8 64-bit
aarch64
ARMv8, ARMv8 Cortex-A72, ARMv8 Neoverse-N1, ARMv8 Neoverse-N1 4-Core, ARMv8 Neoverse-N1 64-Core, ARMv8 Neoverse-V1, ARMv8 Neoverse-V1 4-Core, Ampere ARMv8 Neoverse-N1 160-Core, Ampere ARMv8 Neoverse-N1 256-Core, Ampere Altra ARMv8 Neoverse-N1 160-Core, Ampere eMAG ARMv8 32-Core, Apple M1

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