Whisper.cpp
Whisper.cpp is a port of OpenAI's Whisper model in C/C++. Whisper.cpp is developed by Georgi Gerganov for transcribing WAV audio files to text / speech recognition. Whisper.cpp supports ARM NEON, x86 AVX, and other advanced CPU features.
To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark whisper-cpp.
Project Site
github.comSource Repository
github.comTest Created
16 June 2023Last Updated
2 June 2024Test Maintainer
Michael LarabelTest Type
SystemAverage Install Time
2 Minutes, 58 SecondsAverage Run Time
35 Minutes, 20 SecondsTest Dependencies
C/C++ Compiler ToolchainAccolades
10k+ DownloadsSupported Platforms
** 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 24 July 2024.
Suites Using This Test
Performance Metrics
Analyze Test Configuration:Whisper.cpp 1.4
Model: ggml-base.en - Input: 2016 State of the Union
OpenBenchmarking.org metrics for this test profile configuration based on 181 public results since 16 June 2023 with the latest data as of 26 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.
Based on OpenBenchmarking.org data, the selected test / test configuration (Whisper.cpp 1.4 - Model: ggml-base.en - Input: 2016 State of the Union) has an average run-time of 12 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 1%.
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.
Found on Intel processors since Sandy Bridge (2011).
Found on AMD processors since Bulldozer (2011).
Found on Intel processors since Haswell (2013).
Found on AMD processors since Excavator (2016).
Found on Intel processors since Haswell (2013).
Found on AMD processors since Bulldozer (2011).
This test profile binary relies on the shared libraries 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.
Recent Test Results
Compare
|
1 System - 3 Benchmark Results |
AMD Ryzen 9 7940HS - Shenzhen Meigao Electronic Equipment F7BSC - AMD Device 14e8 cachyos rolling - 6.9.1-arch1-2 - Cinnamon 6.0.4 |
|
1 System - 341 Benchmark Results |
AMD Ryzen 9 7950X 16-Core - ASUS ProArt X670E-CREATOR WIFI - AMD Device 14d8 Pop 22.04 - 6.6.10-76060610-generic - GNOME Shell 42.5 |
|
1 System - 30 Benchmark Results |
Intel 0000% - ASUS Pro WS W790E-SAGE SE - Intel Alder Lake-S PCH Fedora 39 - 6.6.11-200.fc39.x86_64 - OpenCL 1.2 Intel FPGA SDK for OpenCL 20.3 + OpenCL 3.0 LINUX + OpenCL 1.2 Intel FPGA SDK for OpenCL 20.3 |
|
5 Systems - 587 Benchmark Results |
Intel Core i3-14100 - ASUS PRIME Z790-P WIFI - Intel Device 7a27 Ubuntu 23.10 - 6.7.3-060703-generic - GNOME Shell 45.2 |
|
1 System - 304 Benchmark Results |
AMD A4-5300 APU - ASRock FM2A88M-HD+ R3.0 - AMD 15h Ubuntu 20.04 - 5.15.0-89-generic - GNOME Shell 3.36.9 |
|
1 System - 1253 Benchmark Results |
|