FFTW

FFTW is a C subroutine library for computing the discrete Fourier transform (DFT) in one or more dimensions.

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

Project Site

fftw.org

Test Created

22 January 2015

Last Updated

16 August 2017

Test Maintainer

Michael Larabel 

Test Type

Processor

Average Install Time

1 Minute, 53 Seconds

Average Run Time

2 Minutes, 54 Seconds

Test Dependencies

C/C++ Compiler Toolchain

Accolades

100k+ Downloads

Supported Platforms


Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsFFTW Popularity Statisticspts/fftw2015.012015.042015.072015.102016.012016.042016.072016.102017.012017.042017.072017.102018.012018.042018.072018.102019.012019.042019.072019.102020.012020.042020.072020.102021.012021.042021.072021.102022.012022.042022.072022.102023.012023.042023.072023.102024.012024.0416K32K48K64K80K
* 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 29 April 2024.
Float + SSE49.1%Stock50.9%Build Option PopularityOpenBenchmarking.org
2D FFT Size 1285.3%2D FFT Size 5125.5%1D FFT Size 10245.5%1D FFT Size 5125.3%2D FFT Size 2565.1%2D FFT Size 645.1%2D FFT Size 10245.7%1D FFT Size 1285.2%2D FFT Size 326.4%2D FFT Size 409611.8%1D FFT Size 2565.1%1D FFT Size 20485.3%2D FFT Size 20485.6%1D FFT Size 328.6%1D FFT Size 40969.3%1D FFT Size 645.1%Size Option PopularityOpenBenchmarking.org

Revision History

pts/fftw-1.2.0   [View Source]   Wed, 16 Aug 2017 10:29:55 GMT
Update against fftw 3.3.6, add AVX2/AVX512 enables

pts/fftw-1.1.0   [View Source]   Sat, 24 Jan 2015 12:28:44 GMT
Switch to using Mflops as a scale.

pts/fftw-1.0.0   [View Source]   Thu, 22 Jan 2015 11:35:11 GMT
Initial commit of fftw.

Suites Using This Test

C/C++ Compiler Tests

HPC - High Performance Computing

CPU Massive

Scientific Computing


Performance Metrics

Analyze Test Configuration:

FFTW 3.3.6

Build: Stock - Size: 1D FFT Size 32

OpenBenchmarking.org metrics for this test profile configuration based on 1,182 public results since 16 August 2017 with the latest data as of 6 May 2024.

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
Mflops (Average)
100th
22
26488 +/- 519
99th
9
21983 +/- 2546
97th
6
16173 +/- 2361
97th
10
15922 +/- 1694
94th
16
14552 +/- 1066
94th
12
14519 +/- 1130
93rd
14
13704 +/- 813
92nd
6
13517 +/- 1197
92nd
6
13265 +/- 636
87th
4
12059 +/- 311
87th
7
11961 +/- 203
87th
11
11926 +/- 947
86th
8
11776 +/- 791
85th
5
11587 +/- 290
84th
6
11304 +/- 923
84th
4
11278 +/- 70
83rd
4
11244 +/- 40
82nd
4
11093 +/- 366
81st
3
10974 +/- 132
80th
5
10595 +/- 202
78th
4
10199 +/- 1325
77th
4
10127 +/- 13
76th
22
10002 +/- 18
Mid-Tier
75th
< 9992
75th
3
9933 +/- 671
73rd
8
9564 +/- 269
71st
3
9276 +/- 378
71st
11
9266 +/- 113
65th
16
8750 +/- 321
64th
3
8656 +/- 128
63rd
10
8566 +/- 492
56th
7
8139 +/- 325
Median
50th
7949
48th
5
7710 +/- 1000
44th
5
7441 +/- 577
44th
3
7437 +/- 26
44th
5
7430 +/- 151
43rd
3
7342 +/- 28
42nd
4
7087 +/- 54
39th
12
6781 +/- 455
39th
11
6764 +/- 479
39th
3
6708 +/- 271
38th
6
6612 +/- 33
36th
7
6437 +/- 614
36th
4
6396 +/- 730
36th
3
6369 +/- 46
32nd
4
6011 +/- 54
29th
4
5574 +/- 34
Low-Tier
25th
< 4955
25th
9
4925 +/- 171
5th
28
1569 +/- 19
OpenBenchmarking.orgDistribution Of Public Results - Build: Stock - Size: 1D FFT Size 321179 Results Range From 257 To 33707 Mflops2579261595226429333602427149405609627869477616828589549623102921096111630122991296813637143061497515644163131698217651183201898919658203272099621665223342300323672243412501025679263482701727686283552902429693303623103131700323693303833707306090120150

Based on OpenBenchmarking.org data, the selected test / test configuration (FFTW 3.3.6 - Build: Stock - Size: 1D FFT Size 32) 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 BenchmarkBuild: Stock - Size: 1D FFT Size 32Run-Time246810Min: 1 / Avg: 1 / Max: 1

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 1.4%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsBuild: Stock - Size: 1D FFT Size 32Deviation48121620Min: 0 / Avg: 1.36 / Max: 14

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 BaseFFTW CPU Core ScalingBuild: Stock - Size: 1D FFT Size 3246812162432640.69381.38762.08142.77523.469

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)
IBM Z
s390x
(Many Processors)
IBM POWER (PowerPC) 64-bit
ppc64le
POWER9 16-Core, POWER9 altivec supported 44-Core
MIPS 64-bit
mips64
Loongson-3A R4
Intel / AMD x86 32-bit
i686
(Many Processors)
ARMv7 32-bit
armv7l
ARMv7 rev 3 4-Core, ARMv7 rev 4 4-Core
ARMv8 64-bit
aarch64
ARMv8, ARMv8 Cortex-A53 4-Core, ARMv8 Cortex-A76 4-Core, ARMv8 Neoverse-N1 160-Core, ARMv8 rev 0 8-Core

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Debian 9.4 - 4.9.0-6-amd64 - GCC 6.3.0 20170516 + Clang 3.8.1-24

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