Whisperfile Benchmark - OpenBenchmarking.org

Whisperfile is developed by Mozilla and uses the OpenAI Whisper model and Whisper.cpp to provide local speech/audio to text translation. Whisperfile can also translate non-English audio to English during the conversion process.

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

* 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 19 November 2024.

Performance Metrics

Whisperfile 20Aug24

Model Size: Small

OpenBenchmarking.org metrics for this test profile configuration based on 164 public results since 21 August 2024 with the latest data as of 15 November 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

Seconds (Average)

AMD EPYC 9575F 64-Core

98th

AMD EPYC 9655 96-Core

96th

88 ^{+/- 1}

AMD EPYC 9755 128-Core

92nd

89 ^{+/- 1}

2 x AMD EPYC 9575F 64-Core

88th

2 x AMD EPYC 9655 96-Core

83rd

103 ^{+/- 5}

AMD EPYC 9965 192-Core

81st

104

AMD Ryzen 9 9950X 16-Core

76th

127 ^{+/- 1}

Mid-Tier

75th

> 128

AMD Ryzen 7 9800X3D 8-Core

70th

130 ^{+/- 2}

2 x AMD EPYC 9124 16-Core

67th

153 ^{+/- 1}

AMD Ryzen 5 9600X 6-Core

62nd

157

AMD Ryzen Threadripper 3970X 32-Core

61st

191 ^{+/- 1}

Intel Core i9-14900K

57th

212 ^{+/- 2}

Intel Core i9-10980XE

56th

218 ^{+/- 1}

AMD Ryzen 7 8845HS

56th

218 ^{+/- 6}

2 x AMD EPYC 7303 16-Core

52nd

222 ^{+/- 1}

Median

50th

229

AMD Ryzen 7 7840HS

49th

235 ^{+/- 8}

AMD Ryzen Threadripper 3990X 64-Core

47th

245 ^{+/- 1}

AMD Ryzen AI 9 365

43rd

262 ^{+/- 4}

AMD Ryzen AI 9 HX 370

41st

264 ^{+/- 9}

AMD Ryzen 7 5800X3D 8-Core

34th

308

2 x AMD EPYC 7773X 64-Core

32nd

315 ^{+/- 22}

AMD Ryzen 7 7840U

32nd

318 ^{+/- 19}

Intel Core Ultra 9 285K

32nd

318 ^{+/- 5}

AMD Ryzen 7 3800XT 8-Core

27th

368

Low-Tier

25th

> 402

AMD Ryzen 9 5900HX

25th

403 ^{+/- 1}

Intel Core Ultra 5 245K

21st

437 ^{+/- 2}

Intel Core Ultra 7 155H

19th

443 ^{+/- 4}

AMD Ryzen 7 PRO 6850U

15th

450 ^{+/- 3}

Intel Core i7-1280P

11th

510 ^{+/- 2}

AMD EPYC 7551 32-Core

10th

530

Intel Core i7-1185G7

5th

557 ^{+/- 3}

Intel Core Ultra 7 256V

3rd

812 ^{+/- 39}

Based on OpenBenchmarking.org data, the selected test / test configuration (Whisperfile 20Aug24 - Model Size: Small) has an average run-time of 15 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.

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.

eee Featured Graphics Comparison	AMD Phoenix1 - AMD Radeon 780M 512MB
deee 2 Systems - 78 Benchmark Results	AMD Ryzen 7 PRO 6850U - LENOVO ThinkPad X13 Gen 3 21CM0001US - AMD 17h-19h PCIe Root Complex Ubuntu 24.04 - 6.10.0-061000rc4daily20240621-generic - GNOME Shell 46.0
kubuntu-2404-nvme 2 Systems - 541 Benchmark Results	ARMv8 Cortex-A76 - Raspberry Pi 5 Model B Rev 1.0 - Broadcom BCM2712 Ubuntu 24.04 - 6.8.0-1013-raspi - KDE Plasma 5.27.11
kubuntu-2404-nvme 2 Systems - 525 Benchmark Results	ARMv8 Cortex-A76 - Raspberry Pi 5 Model B Rev 1.0 - Broadcom BCM2712 Ubuntu 24.04 - 6.8.0-1013-raspi - KDE Plasma 5.27.11
dddd Featured Kernel Comparison	6.8.0-39-generic - 6.8.0-40-generic
kubuntu-2404-nvme 1 System - 495 Benchmark Results
test_results 1 System - 3 Benchmark Results	Intel Core i9-14900K - ASUS ROG STRIX Z790-E GAMING WIFI - Intel Raptor Lake-S PCH Debian 12 - 6.1.0-25-amd64 - Cinnamon 5.6.8
eke[ 2 Systems - 55 Benchmark Results	Intel Core i7-1280P - MSI Prestige 14Evo A12M MS-14C6 - Intel Alder Lake PCH Ubuntu 24.04 - 6.10.0-061000rc4daily20240621-generic - GNOME Shell 46.0
september 3 Systems - 95 Benchmark Results	2 x AMD EPYC 9124 16-Core - AMD Titanite_4G - AMD Device 14a4 Ubuntu 24.04 - 6.8.0-22-generic - GCC 13.2.0
september 3 Systems - 69 Benchmark Results	2 x AMD EPYC 9124 16-Core - AMD Titanite_4G - AMD Device 14a4 Ubuntu 24.04 - 6.8.0-22-generic - GCC 13.2.0
9600X 2 Systems - 137 Benchmark Results	AMD Ryzen 5 9600X 6-Core - ASUS ROG STRIX X670E-E GAMING WIFI - AMD Device 14d8 Ubuntu 24.04 - 6.10.0-phx - GNOME Shell 46.0
7773X 2P 3 Systems - 120 Benchmark Results	2 x AMD EPYC 7773X 64-Core - AMD DAYTONA_X - AMD Starship Ubuntu 24.04 - 6.8.0-41-generic - GNOME Shell 46.0
new sep 4 Systems - 116 Benchmark Results	2 x AMD EPYC 7303 16-Core - AMD DAYTONA_X - AMD Starship Ubuntu 24.04 - 6.8.0-31-generic - GNOME Shell 46.0
8845HS Featured Graphics Comparison	AMD Radeon RX 7600 - AMD Radeon RX 7600M XT 8GB
smokesvt 1 System - 15 Benchmark Results	AMD EPYC 7551 32-Core - GIGABYTE MZ31-AR0-00 v01010101 - AMD 17h Debian 12 - 6.1.0-10-amd64 - GCC 12.2.0

odpdfd 2 Systems - 41 Benchmark Results	Intel Core Ultra 7 155H - MTL Swift SFG14-72T Coral_MTH - Intel Device 7e7f Ubuntu 24.04 - 6.10.0-061000rc4daily20240621-generic - GNOME Shell 46.0
8845HS Featured Graphics Comparison	AMD Ryzen 7 8845HS - NB04 TUXEDO Sirius 16 Gen2 AHP958 - AMD Device 14e8 Tuxedo 22.04 - 6.8.0-101041-tuxedo - KDE Plasma 6.1.4
AMD Ryzen 9 9950X P-State Driver Linux Featured Processor Comparison	AMD Ryzen 9 9950X 16-Core - ASUS ROG STRIX X670E-E GAMING WIFI - AMD Device 14d8 Ubuntu 24.04 - 6.10.0-phx - GNOME Shell 46.0
odpdfd 2 Systems - 41 Benchmark Results	Intel Core Ultra 7 155H - MTL Swift SFG14-72T Coral_MTH - Intel Device 7e7f Ubuntu 24.04 - 6.10.0-061000rc4daily20240621-generic - GNOME Shell 46.0
9950X onnx svt 5 Systems - 63 Benchmark Results	AMD Ryzen 9 9950X 16-Core - ASUS ROG STRIX X670E-E GAMING WIFI - AMD Device 14d8 Ubuntu 24.04 - 6.10.0-phx - GNOME Shell 46.0
svt whisper 4 Systems - 15 Benchmark Results	AMD Ryzen Threadripper 3990X 64-Core - Gigabyte TRX40 AORUS PRO WIFI - AMD Starship Pop 22.04 - 6.8.0-76060800daily20240311-generic - GNOME Shell 42.5
newg 2 Systems - 14 Benchmark Results	AMD Ryzen 7 3800XT 8-Core - MSI X370 XPOWER GAMING TITANIUM - AMD Starship Debian 12 - 6.1.0-22-amd64 - X Server 1.20.11
ssdtg 3 Systems - 15 Benchmark Results	AMD Ryzen Threadripper 3970X 32-Core - ASUS ROG ZENITH II EXTREME - AMD Starship Ubuntu 22.04 - 6.5.0-35-generic - GNOME Shell 42.9
whisperfile core i9 14900k 4 Systems - 3 Benchmark Results	Intel Core i9-14900K - ASUS PRIME Z790-P WIFI - Intel Raptor Lake-S PCH Ubuntu 24.04 - 6.10.0-061000rc6daily20240706-generic - GNOME Shell 46.0
auggie 3 Systems - 106 Benchmark Results	Intel Core i9-10980XE - ASRock X299 Steel Legend - Intel Sky Lake-E DMI3 Registers Ubuntu 22.04 - 6.5.0-35-generic - GNOME Shell 42.9
newg 2 Systems - 14 Benchmark Results	AMD Ryzen 7 3800XT 8-Core - MSI X370 XPOWER GAMING TITANIUM - AMD Starship Debian 12 - 6.1.0-22-amd64 - X Server 1.20.11
whisperfile tiger 2 Systems - 3 Benchmark Results	Intel Core i7-1185G7 - Dell XPS 13 9310 0DXP1F - Intel Tiger Lake-LP Ubuntu 24.04 - 6.10.0-061000rc4daily20240621-generic - GNOME Shell 46.0
newa 4 Systems - 63 Benchmark Results	AMD Ryzen AI 9 HX 370 - ASUS Zenbook S 16 UM5606WA_UM5606WA UM5606WA v1.0 - AMD Device 1507 Ubuntu 24.04 - 6.10.0-phx - GNOME Shell 46.0
new satty 4 Systems - 68 Benchmark Results	AMD Ryzen AI 9 365 - ASUS Zenbook S 16 UM5606WA_UM5606WA UM5606WA v1.0 - AMD Device 1507 Ubuntu 24.04 - 6.10.0-phx - GNOME Shell 46.0
new sep 4 Systems - 116 Benchmark Results	2 x AMD EPYC 7303 16-Core - AMD DAYTONA_X - AMD Starship Ubuntu 24.04 - 6.8.0-31-generic - GNOME Shell 46.0

Whisperfile

Project Site

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Test Created

Test Maintainer

Test Type

Average Install Time

Average Run Time

Supported Platforms

Revision History

Suites Using This Test

Performance Metrics

Whisperfile 20Aug24

Model Size: Small

Tested CPU Architectures

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