VkFFT

VkFFT is a Fast Fourier Transform (FFT) Library that is GPU accelerated by means of the Vulkan API. The VkFFT benchmark runs FFT performance differences of many different sizes before returning an overall benchmark score.

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

Project Site

github.com

Source Repository

github.com

Test Created

29 September 2020

Last Updated

17 February 2024

Test Maintainer

Michael Larabel 

Test Type

Graphics

Average Install Time

43 Seconds

Average Run Time

6 Minutes, 21 Seconds

Test Dependencies

C/C++ Compiler Toolchain + Vulkan + CMake + FFTW

Accolades

20k+ Downloads

Supported Platforms

Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsVkFFT Popularity Statisticspts/vkfft2020.092020.102020.112020.122021.012021.022021.032021.042021.052021.062021.072021.082021.092021.102021.112021.122022.012022.022022.032022.042022.052022.062022.072022.082022.092022.102022.112022.122023.012023.022023.032023.042023.052023.062023.072023.082023.092023.102023.112023.122024.012024.022024.032024.042K4K6K8K10K
* 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 30 April 2024.
FFT + iFFT C2C Bluestein benchmark in double precision11.0%FFT + iFFT C2C 1D batched in single precision12.7%FFT + iFFT C2C Bluestein in single precision12.5%FFT + iFFT C2C 1D batched in half precision13.1%FFT + iFFT C2C 1D batched in double precision12.1%FFT + iFFT R2C / C2R13.1%FFT + iFFT C2C 1D batched in single precision, no reshuffling12.5%FFT + iFFT C2C multidimensional in single precision12.9%Test Option PopularityOpenBenchmarking.org

Revision History

pts/vkfft-1.3.0   [View Source]   Sat, 17 Feb 2024 09:13:37 GMT
Update against VkFFT 1.3.4 upstream to fix build problems.

pts/vkfft-1.2.0   [View Source]   Tue, 01 Aug 2023 13:02:58 GMT
Update against latest upstream.

pts/vkfft-1.1.0   [View Source]   Wed, 16 Dec 2020 11:16:34 GMT
Update against VkFFT 1.1.1, add Windows support to test profile.

pts/vkfft-1.0.0   [View Source]   Tue, 29 Sep 2020 15:26:34 GMT
Initial commit of Vulkan FFT library benchmark.

Suites Using This Test

NVIDIA GPU Compute

Vulkan Compute


Performance Metrics

Analyze Test Configuration:

VkFFT 1.3.4

Test: FFT + iFFT R2C / C2R

OpenBenchmarking.org metrics for this test profile configuration based on 182 public results since 18 February 2024 with the latest data as of 2 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
Benchmark Score (Average)
AMD Radeon Pro W7900
99th
4
82460 +/- 1247
AMD Radeon RX 7900 XT
94th
8
79123 +/- 1231
NVIDIA GeForce RTX 4080
84th
9
68626 +/- 3784
NVIDIA GeForce RTX 4080 SUPER
80th
10
67303 +/- 2570
ASUS NVIDIA GeForce RTX 4070 Ti SUPER
76th
9
66622 +/- 1107
Mid-Tier
75th
< 66180
AMD Radeon RX 6800 XT
70th
4
62508 +/- 748
AMD Radeon RX 7900 GRE
70th
4
62236 +/- 602
AMD Radeon RX 7800 XT
64th
8
58560 +/- 432
NVIDIA GeForce RTX 4070 SUPER
60th
6
56141 +/- 2031
NVIDIA GeForce RTX 3080 Ti
60th
4
55594 +/- 649
NVIDIA GeForce RTX 3090
53rd
5
53263 +/- 2971
NVIDIA GeForce RTX 4070
52nd
4
51201 +/- 745
NVIDIA GeForce RTX 3080
51st
3
50600 +/- 575
Median
50th
50555
XFX AMD Radeon RX 7700 XT
47th
4
42679 +/- 403
NVIDIA GH200
45th
8
42459 +/- 475
NVIDIA GeForce RTX 3070 Ti
41st
4
41700 +/- 85
XFX AMD Radeon RX 7600 XT
37th
6
35794 +/- 343
NVIDIA RTX A4000
33rd
3
35205 +/- 712
MSI NVIDIA GeForce RTX 4060
32nd
10
35088 +/- 344
AMD Radeon RX 5700
28th
3
24990 +/- 256
Low-Tier
25th
< 8598
MSI Intel ADL GT2
23rd
3
8089 +/- 45
AMD Phoenix1
20th
11
6518 +/- 940
AMD Radeon 680M
19th
3
6372 +/- 62
Intel Xe TGL GT2
15th
6
5852 +/- 406
Intel Iris Plus ICL GT2
8th
3
3344 +/- 33
OpenBenchmarking.orgDistribution Of Public Results - Test: FFT + iFFT R2C / C2R182 Results Range From 302 To 118342 Benchmark Score3022663502473859746121071446816829191902155123912262732863430995333563571738078404394280045161475224988352244546055696659327616886404966410687717113273493758547821580576829378529887659900209238194742971039946410182510418610654710890811126911363011599111835248121620

Based on OpenBenchmarking.org data, the selected test / test configuration (VkFFT 1.3.4 - Test: FFT + iFFT R2C / C2R) has an average run-time of 3 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: FFT + iFFT R2C / C2RRun-Time246810Min: 1 / Avg: 2.4 / Max: 6

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 RunsTest: FFT + iFFT R2C / C2RDeviation246810Min: 0 / Avg: 0.11 / Max: 2

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.
 
MOVD PSHUFD MOVDQA PADDQ PSRLDQ MOVHPD MOVAPD XORPD UNPCKLPD CVTSI2SD MULSD DIVSD MOVUPD CVTPD2PS CVTSD2SS ADDSD ANDPD UCOMISD CVTTSD2SI CMPNLESD ANDNPD ORPD COMISD SUBSD MOVDQU SHUFPD PUNPCKLQDQ SQRTSD CVTSS2SD PMULUDQ ADDPD MULPD UNPCKHPD MAXSD MINSD SUBPD
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 VBROADCASTSS VEXTRACTF128 VINSERTF128 VPERM2F128 VBROADCASTSD
Advanced Vector Extensions 2 (AVX2)
Requires passing a supported compiler/build flag (verified with targets: skylake, tigerlake, cascadelake, sapphirerapids, alderlake, znver2, znver3).
Found on Intel processors since Haswell (2013).
Found on AMD processors since Excavator (2016).
 
VEXTRACTI128 VPMASKMOVQ VPBROADCASTD VINSERTI128 VPERMQ VPERMPD VPBROADCASTQ VPERM2I128 VPGATHERQD VPBROADCASTB
FMA (FMA)
Requires passing a supported compiler/build flag (verified with targets: skylake, tigerlake, cascadelake, sapphirerapids, alderlake, znver2, znver3).
Found on Intel processors since Haswell (2013).
Found on AMD processors since Bulldozer (2011).
 
VFMADD132SS VFMADD132SD VFMADD231SD VFNMADD132SD VFMSUB231SD VFNMADD213SD
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 February 2024

This test profile binary relies on the shared libraries libvulkan.so.1, libm.so.6, 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)
ARMv8 64-bit
aarch64
ARMv8 Neoverse-V2 72-Core

Recent Test Results

OpenBenchmarking.org Results Compare

1 System - 1 Benchmark Result

Intel Core i7-13700K - Oracle VirtualBox v1.2 - Intel 440FX 82441FX PMC

Ubuntu 22.04 - 6.5.0-28-generic - GNOME Shell 42.9

1 System - 20 Benchmark Results

AMD PRO A6-8570E R5 6 COMPUTE CORES 2C+4G - LENOVO 30FD - 1 x 4096 MB 2400MHz Samsung M471A5244CB0-CRC

Microsoft Windows 10 Pro Build 19045 - 10.0.19045.4291 - 27.20.1034.6

1 System - 134 Benchmark Results

AMD Ryzen 7 7700X 8-Core - MSI PRO B650-P WIFI - AMD Device 14d8

Ubuntu 23.04 - 6.2.0-39-generic - GNOME Shell 44.3

1 System - 81 Benchmark Results

Intel Core i9-14900KF - MSI PRO Z790-A MAX WIFI - 4 x 32768 MB 5600MHz Corsair CMK64GX5M2B5600C40

Microsoft Windows 11 Pro N Build 22631 - 10.0.22631.3447 - 552.22

1 System - 59 Benchmark Results

AMD Ryzen 5 5600 6-Core - Gigabyte X570 AORUS ELITE WIFI - AMD Starship

Fedora 40 - 6.8.1-300.fc40.x86_64 - KDE Plasma 6.0.2

1 System - 133 Benchmark Results

AMD Ryzen Threadripper 7960X 24-Cores - ASRock TRX50 WS - AMD Device 14a4

Ubuntu 22.04 - 6.5.0-26-generic - GNOME Shell 42.9

1 System - 129 Benchmark Results

AMD Ryzen Threadripper 7960X 24-Cores - ASRock TRX50 WS - AMD Device 14a4

Ubuntu 22.04 - 6.5.0-25-generic - GNOME Shell 42.9

3 Systems - 139 Benchmark Results

AMD Ryzen 7 7840U - PHX Swift SFE16-43 Ray_PEU - AMD Device 14e8

Ubuntu 23.10 - 6.7.0-060700-generic - GNOME Shell 45.2

1 System - 108 Benchmark Results

AMD Ryzen 9 7950X 16-Core - ASUS ROG STRIX X670E-E GAMING WIFI - AMD Device 14d8

Ubuntu 23.10 - 6.7.0-060700-generic - GNOME Shell 45.2

4 Systems - 61 Benchmark Results

ARMv8 Neoverse-V2 - Quanta Cloud QuantaGrid S74G-2U 1S7GZ9Z0000 S7G MB - 1 x 480GB DRAM-6400MT

Ubuntu 22.04 - 6.5.0-1007-NVIDIA-64k - NVIDIA

1 System - 8 Benchmark Results

Intel Core i7-13700K - ASUS PRIME Z790-P WIFI - Intel Device 7a27

Ubuntu 22.04 - 6.5.0-21-generic - GNOME Shell 42.9

Most Popular Test Results

OpenBenchmarking.org Results Compare

4 Systems - 61 Benchmark Results

ARMv8 Neoverse-V2 - Quanta Cloud QuantaGrid S74G-2U 1S7GZ9Z0000 S7G MB - 1 x 480GB DRAM-6400MT

Ubuntu 22.04 - 6.5.0-1007-NVIDIA-64k - NVIDIA

4 Systems - 38 Benchmark Results

AMD Ryzen 9 7950X 16-Core - ASUS ROG STRIX X670E-E GAMING WIFI - AMD Device 14d8

Ubuntu 23.10 - 6.7.0-060700-generic - GNOME Shell 45.2

3 Systems - 23 Benchmark Results

AMD Ryzen 9 7950X 16-Core - ASUS ROG STRIX X670E-E GAMING WIFI - AMD Device 14d8

Ubuntu 23.10 - 6.7.0-060700-generic - GNOME Shell 45.2

3 Systems - 24 Benchmark Results

AMD Ryzen Threadripper 3970X 32-Core - ASUS ROG ZENITH II EXTREME - AMD Starship

Ubuntu 22.04 - 6.2.0-39-generic - GNOME Shell 42.2

3 Systems - 8 Benchmark Results

AMD Ryzen 7 7840HS - NB05 TUXEDO Pulse 14 Gen3 R14FA1 - AMD Device 14e8

Ubuntu 23.10 - 6.7.0-060700-generic - GNOME Shell 45.2

4 Systems - 8 Benchmark Results

Intel Core Ultra 7 155H - MTL Swift SFG14-72T Coral_MTH - Intel Device 7e7f

Ubuntu 23.10 - 6.8.0-060800rc1daily20240126-generic - GNOME Shell 45.2

3 Systems - 14 Benchmark Results

Intel Core i9-14900K - ASUS PRIME Z790-P WIFI - Intel Device 7a27

Ubuntu 23.10 - 6.7.0-060700rc7daily20231224-generic - GNOME Shell 45.1

3 Systems - 8 Benchmark Results

AMD Ryzen 7 8700G - ASRock B650 Pro RS - AMD Device 14e8

Ubuntu 23.10 - 6.7.3-060703-generic - GNOME Shell 45.2

3 Systems - 79 Benchmark Results

Intel Core i7-1185G7 - Dell XPS 13 9310 0DXP1F - Intel Tiger Lake-LP

Ubuntu 23.10 - 6.7.0-060700rc5-generic - GNOME Shell 45.1

3 Systems - 8 Benchmark Results

Intel Core i7-1165G7 - Dell 0GG9PT - Intel Tiger Lake-LP

Ubuntu 23.10 - 6.5.0-14-generic - GNOME Shell 45.0

19 Systems - 12 Benchmark Results

AMD Ryzen 9 7950X 16-Core - ASUS ROG STRIX X670E-E GAMING WIFI - AMD Device 14d8

Ubuntu 23.10 - 6.7.0-060700-generic - GNOME Shell 45.2

16 Systems - 28 Benchmark Results

AMD Ryzen 9 7950X 16-Core - ASUS ROG STRIX X670E-E GAMING WIFI - AMD Device 14d8

Ubuntu 23.10 - 6.7.0-060700-generic - GNOME Shell 45.2

4 Systems - 8 Benchmark Results

AMD Ryzen Threadripper 7980X 64-Cores - System76 Thelio Major - AMD Device 14a4

Ubuntu 23.10 - 6.5.0-17-generic - GNOME Shell 45.2
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