HeFFTe - Highly Efficient FFT for Exascale Benchmark

HeFFTe is the Highly Efficient FFT for Exascale software developed as part of the Exascale Computing Project. This test profile uses HeFFTe's built-in speed benchmarks under a variety of configuration options and currently catering to CPU/processor testing.

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

* 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.
Data updated weekly as of 21 April 2024.

Revision History

pts/heffte-1.1.0 [View Source] Fri, 27 Oct 2023 15:16:02 GMT
Update against HeFFTe 2.4 upstream.

pts/heffte-1.0.0 [View Source] Sun, 18 Jun 2023 09:51:50 GMT
Initial commit of HeFFTe benchmark.

Performance Metrics

HeFFTe - Highly Efficient FFT for Exascale 2.4

Test: c2c - Backend: FFTW - Precision: float - X Y Z: 128

OpenBenchmarking.org metrics for this test profile configuration based on 73 public results since 27 October 2023 with the latest data as of 26 November 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

GFLOP/s (Average)

Intel Xeon Platinum 8480

100th

232 ^{+/- 3}

2 x AMD EPYC 9684X 96-Core

89th

143 ^{+/- 1}

2 x Intel Xeon Platinum 8490H

89th

143 ^{+/- 2}

2 x Intel Xeon Max 9480

80th

123 ^{+/- 5}

Mid-Tier

75th

< 119

AMD EPYC 9334 32-Core

70th

118 ^{+/- 1}

AMD Ryzen Threadripper 7970X 32-Cores

62nd

109 ^{+/- 5}

Intel Core i9-14900K

52nd

93 ^{+/- 5}

Median

50th

AMD Ryzen 9 7950X 16-Core

47th

AMD Ryzen Threadripper 3990X 64-Core

44th

57 ^{+/- 2}

Intel Core i5-14600K

37th

53 ^{+/- 1}

AMD EPYC 7551 32-Core

28th

Low-Tier

25th

< 26

Intel Core i9-10980XE

25th

AMD Ryzen 7 7840U

18th

12 ^{+/- 1}

AMD Ryzen 7 PRO 6850U

14th

AMD Ryzen 9 5900HX

7th

Based on OpenBenchmarking.org data, the selected test / test configuration (HeFFTe - Highly Efficient FFT for Exascale 2.4 - Test: c2c - Backend: FFTW - Precision: float - X Y Z: 128) 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 0.2%.

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)

Loongson LoongArch 64-bit

loongarch64

Loongson-3A6000

heffte-2024-02-25 1 System - 1 Benchmark Result	2 x Intel Xeon E5-2699 v4 - Supermicro X10DRL-i v1.01 - Intel Xeon E7 v4 Ubuntu 22.04 - 6.5.0-21-generic - X Server 1.21.1.4
RPi5-8GB-Raspbian-02 1 System - 494 Benchmark Results
Loongson-3A6000 Performance 1 System - 4 Benchmark Results	Loongson-3A6000 - Loongson Loongson-LS3A6000-7A2000-1w-EVB-V1.21 - Loongson LLC Hyper Transport Bridge Loongnix 20 - 4.19.0-19-loongson-3 - X Server 1.20.4
Loongnix 20 Performance 1 System - 7 Benchmark Results	Loongson-3A6000 - Loongson Loongson-LS3A6000-7A2000-1w-EVB-V1.21 - Loongson LLC Hyper Transport Bridge Loongnix 20 - 4.19.0-19-loongson-3 - X Server 1.20.4
bettah 1 System - 64 Benchmark Results	AMD EPYC 7R13 48-Core - Supermicro H12SSL-I v1.02 - AMD Starship EndeavourOS rolling - 6.6.1-zen1-1-zen - Xfce 4.18
ns 3 Systems - 97 Benchmark Results	2 x AMD EPYC 9684X 96-Core - AMD Titanite_4G - AMD Device 14a4 Ubuntu 23.10 - 6.6.0-rc5-phx-patched - GNOME Shell 45.0
aug 2 Systems - 142 Benchmark Results	Intel Core i9-10980XE - ASRock X299 Steel Legend - Intel Sky Lake-E DMI3 Registers Ubuntu 22.04 - 6.2.0-33-generic - GNOME Shell 42.2
new-sat 14 Systems - 159 Benchmark Results	2 x Intel Xeon Platinum 8490H - Quanta Cloud S6Q-MB-MPS - Intel Device 1bce Ubuntu 23.10 - 6.6.0-rc5-phx-patched - GNOME Shell 45.0
dg 2 Systems - 123 Benchmark Results	AMD Ryzen 7 7840U - PHX Ray_PEU - AMD Device 14e8 Ubuntu 23.10 - 6.5.0-with-patch2 - GNOME Shell 45.0
6850u tests 2 Systems - 84 Benchmark Results	AMD Ryzen 7 PRO 6850U - LENOVO 21CM0001US - AMD 17h-19h PCIe Root Complex Fedora Linux 39 - 6.5.7-300.fc39.x86_64 - GNOME Shell 45.0
ff 2 Systems - 125 Benchmark Results	2 x Intel Xeon Max 9480 - Supermicro X13DEM v1.10 - Intel Device 1bce Fedora Linux 38 - 6.2.15-300.fc38.x86_64 - GCC 13.1.1 20230511 + Clang 16.0.3 + LLVM 16.0.3
new tests Featured Processor Comparison	Intel Core i5-13600K - Intel Core i5-14600K - Intel Core i9-14900K
extra tests 3 4 Systems - 134 Benchmark Results	AMD EPYC 9334 32-Core - Supermicro H13SSW - 12 x 64 GB DDR5-4800MT AlmaLinux 9.2 - 5.14.0-284.25.1.el9_2.x86_64 - GCC 11.3.1 20221121
Ubuntu 23.10 Server Benchmarks 1 System - 650 Benchmark Results
extra tests 3 4 Systems - 134 Benchmark Results	AMD EPYC 9334 32-Core - Supermicro H13SSW - 12 x 64 GB DDR5-4800MT AlmaLinux 9.2 - 5.14.0-284.25.1.el9_2.x86_64 - GCC 11.3.1 20221121

new sat 4 Systems - 98 Benchmark Results	2 x Intel Xeon Platinum 8490H - Quanta Cloud S6Q-MB-MPS - Intel Device 1bce Ubuntu 23.10 - 6.6.0-rc5-phx-patched - GNOME Shell 45.0
new tests Featured Processor Comparison	Intel Core i9-14900K - ASUS PRIME Z790-P WIFI - Intel Device 7a27 Ubuntu 23.10 - 6.5.0-9-generic - GNOME Shell 45.0
extra tests 3 4 Systems - 134 Benchmark Results	AMD EPYC 9334 32-Core - Supermicro H13SSW - 12 x 64 GB DDR5-4800MT AlmaLinux 9.2 - 5.14.0-284.25.1.el9_2.x86_64 - GCC 11.3.1 20221121
new-sat 14 Systems - 159 Benchmark Results	Intel Xeon Max 9468 - Quanta Cloud S6Q-MB-MPS - Intel Device 1bce Ubuntu 23.10 - 6.6.0-rc5-phx-patched - GNOME Shell 45.0
6850u tests 2 Systems - 84 Benchmark Results	AMD Ryzen 7 PRO 6850U - LENOVO 21CM0001US - AMD 17h-19h PCIe Root Complex Fedora Linux 39 - 6.5.7-300.fc39.x86_64 - GNOME Shell 45.0
extra tests 3 4 Systems - 98 Benchmark Results	AMD EPYC 9334 32-Core - Supermicro H13SSW - 12 x 64 GB DDR5-4800MT AlmaLinux 9.2 - 5.14.0-284.25.1.el9_2.x86_64 - GCC 11.3.1 20221121
cloverleaf threadripper 3 Systems - 67 Benchmark Results	AMD Ryzen Threadripper 3990X 64-Core - Gigabyte TRX40 AORUS PRO WIFI - AMD Starship Ubuntu 23.04 - 6.2.0-34-generic - GNOME Shell 44.3
heffte laptop 3 Systems - 48 Benchmark Results	AMD Ryzen 7 7840U - Framework FRANMDCP07 - AMD Device 14e8 Ubuntu 23.10 - 6.5.0-5-generic - GNOME Shell 45.0
dg 2 Systems - 123 Benchmark Results	AMD Ryzen 7 7840U - PHX Ray_PEU - AMD Device 14e8 Ubuntu 23.10 - 6.5.0-with-patch2 - GNOME Shell 45.0
6850u tests 2 Systems - 84 Benchmark Results	AMD Ryzen 7 PRO 6850U - LENOVO 21CM0001US - AMD 17h-19h PCIe Root Complex Fedora Linux 39 - 6.5.7-300.fc39.x86_64 - GNOME Shell 45.0
heffte 7950x 3 Systems - 48 Benchmark Results	AMD Ryzen 9 7950X 16-Core - ASUS ROG STRIX X670E-E GAMING WIFI - AMD Device 14d8 Ubuntu 23.10 - 6.6.0-060600rc5-generic - GNOME Shell 45.0
jj Featured Graphics Comparison	AMD Ryzen 9 5900HX - ASUS G513QY v1.0 - AMD Renoir Ubuntu 22.10 - 5.19.0-46-generic - GNOME Shell 43.0
new tests Featured Processor Comparison	Intel Core i5-13600K - ASUS PRIME Z790-P WIFI - Intel Device 7a27 Ubuntu 23.10 - 6.5.0-9-generic - GNOME Shell 45.0
aug 2 Systems - 142 Benchmark Results	Intel Core i9-10980XE - ASRock X299 Steel Legend - Intel Sky Lake-E DMI3 Registers Ubuntu 22.04 - 6.2.0-33-generic - GNOME Shell 42.2
extra tests 3 4 Systems - 134 Benchmark Results	AMD EPYC 9334 32-Core - Supermicro H13SSW - 12 x 64 GB DDR5-4800MT AlmaLinux 9.2 - 5.14.0-284.25.1.el9_2.x86_64 - GCC 11.3.1 20221121

HeFFTe - Highly Efficient FFT for Exascale

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HeFFTe - Highly Efficient FFT for Exascale 2.4

Test: c2c - Backend: FFTW - Precision: float - X Y Z: 128

Tested CPU Architectures

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