RNNoise

RNNoise is a recurrent neural network for audio noise reduction developed by Mozilla and Xiph.Org. This test profile is a single-threaded test measuring the time to denoise a sample 26 minute long 16-bit RAW audio file using this recurrent neural network noise suppression library.

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

Project Site

jmvalin.ca

Source Repository

github.com

Test Created

30 September 2020

Last Updated

15 April 2024

Test Maintainer

Michael Larabel

Test Type

Processor

Average Install Time

21 Seconds

Average Run Time

1 Minute, 11 Seconds

Test Dependencies

C/C++ Compiler Toolchain + Libtool

Accolades

20k+ Downloads

Supported Platforms

* 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 23 December 2024.

Revision History

pts/rnnoise-1.1.0 [View Source] Mon, 15 Apr 2024 10:14:46 GMT
Update against RNNoise 0.2 upstream.

pts/rnnoise-1.0.2 [View Source] Wed, 30 Sep 2020 17:15:00 GMT
Add libtool external dependency.

pts/rnnoise-1.0.1 [View Source] Wed, 30 Sep 2020 09:52:35 GMT
Fix metadata.

pts/rnnoise-1.0.0 [View Source] Wed, 30 Sep 2020 09:44:33 GMT
Initial commit of rnnoise for recurrent neural network for audio noise reduction.

Suites Using This Test

Machine Learning

HPC - High Performance Computing

Creator Workloads

Speech

Telephony

Performance Metrics

Analyze Test Configuration:

RNNoise 0.2

Input: 26 Minute Long Talking Sample

OpenBenchmarking.org metrics for this test profile configuration based on 474 public results since 15 April 2024 with the latest data as of 15 December 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 Ryzen 9 9950X 16-Core

97th

5.86 ^{+/- 0.07}

AMD Ryzen 7 9700X 8-Core

97th

5.87 ^{+/- 0.02}

Intel Core i9-14900K

96th

5.89 ^{+/- 0.07}

Intel Core Ultra 9 285K

94th

5.94 ^{+/- 0.02}

AMD Ryzen 9 9900X 12-Core

93rd

5.96 ^{+/- 0.01}

AMD Ryzen 5 9600X 6-Core

90th

5.98 ^{+/- 0.02}

AMD Ryzen 7 9800X3D 8-Core

88th

6.08 ^{+/- 0.01}

Intel Core i9-13900K

87th

6.21

Intel Xeon E E-2488

86th

6.46 ^{+/- 0.07}

Intel Core Ultra 5 245K

85th

6.48

Intel Core i5-14600K

84th

6.60

Intel Core i5-13600K

83rd

6.83

AMD Ryzen 9 7900X 12-Core

79th

7.07 ^{+/- 0.18}

AMD Ryzen 7 7700X 8-Core

76th

7.11

Mid-Tier

75th

> 7.11

AMD Ryzen 9 7900X3D 12-Core

75th

7.14

AMD Ryzen 5 7600X 6-Core

73rd

7.14

AMD EPYC 4364P 8-Core

71st

7.18 ^{+/- 0.14}

AMD EPYC 4464P 12-Core

71st

7.18 ^{+/- 0.13}

AMD EPYC 4344P 8-Core

69th

7.22 ^{+/- 0.01}

AMD Ryzen 9 7950X 16-Core

67th

7.31 ^{+/- 0.16}

AMD Ryzen 9 7900 12-Core

64th

7.38 ^{+/- 0.11}

AMD EPYC 4564P 16-Core

64th

7.38 ^{+/- 0.16}

AMD Ryzen 7 7700 8-Core

64th

7.39

AMD EPYC 4124P 4-Core

57th

7.51 ^{+/- 0.03}

AMD EPYC 4244P 6-Core

56th

7.54 ^{+/- 0.03}

Intel Core i5-14500

56th

7.56

AMD EPYC 4484PX 12-Core

53rd

7.58 ^{+/- 0.88}

AMD Ryzen 7 8700G

53rd

7.58

Median

50th

7.63

AMD Ryzen 5 7600 6-Core

50th

7.68 ^{+/- 0.07}

AMD Ryzen 9 7950X3D 16-Core

50th

7.69

AMD Ryzen 5 8600G

49th

7.71 ^{+/- 0.02}

Intel Core Ultra 7 256V

46th

7.95 ^{+/- 0.01}

2 x AMD EPYC 9755 128-Core

46th

7.95 ^{+/- 0.32}

Intel Core i3-14100

46th

7.97

AMD EPYC 4584PX 16-Core

45th

7.98 ^{+/- 0.68}

AMD Ryzen Threadripper 7980X 64-Cores

44th

7.99 ^{+/- 0.35}

Intel Core i5-12600K

44th

8.04 ^{+/- 0.01}

Intel Core i5-14400F

42nd

8.15 ^{+/- 0.17}

AMD Ryzen 5 8400F 6-Core

40th

8.18 ^{+/- 0.08}

Intel Core i5-13400

39th

8.23

AMD Ryzen 7 7840U

35th

8.37 ^{+/- 0.23}

Intel Core i7-1280P

35th

8.41 ^{+/- 0.54}

Intel Core Ultra 7 165U

35th

8.50 ^{+/- 0.24}

AMD Ryzen 7 7800X3D 8-Core

35th

8.54

AMD Ryzen 7 7840HS

34th

8.56 ^{+/- 0.84}

AMD Ryzen 7 5800X 8-Core

31st

8.72 ^{+/- 0.03}

AMD Ryzen 9 5950X 16-Core

29th

8.84

Intel Core Ultra 7 155H

28th

8.88 ^{+/- 0.43}

AMD Ryzen 9 5900X 12-Core

28th

8.90

AMD Ryzen 5 5600X 6-Core

26th

8.95

Low-Tier

25th

> 8.95

2 x Intel Xeon Gold 6444Y

24th

9.16 ^{+/- 0.12}

INTEL XEON PLATINUM 8592

22nd

9.28 ^{+/- 0.04}

AMD Ryzen 7 5800X3D 8-Core

22nd

9.29

AMD Ryzen 9 5900HX

19th

9.48 ^{+/- 0.27}

AMD Ryzen 7 PRO 6850U

19th

9.55 ^{+/- 0.24}

2 x Intel Xeon Max 9480

16th

10.47 ^{+/- 0.16}

AMD Ryzen 7 PRO 5850U

16th

10.56 ^{+/- 0.65}

Intel Xeon Gold 6414U

14th

10.92 ^{+/- 0.11}

AMD Ryzen 7 3800XT 8-Core

13th

11.19 ^{+/- 0.39}

AMD Ryzen Threadripper 3970X 32-Core

12th

11.24 ^{+/- 0.01}

Intel Core i7-1185G7

12th

11.24 ^{+/- 0.43}

AMD Ryzen 5 5500

12th

11.28

Intel Core i7-1165G7

11th

11.31 ^{+/- 0.25}

AMD Ryzen AI 9 HX 370

8th

11.79 ^{+/- 0.94}

AMD Ryzen 7 4700U

8th

11.97 ^{+/- 0.09}

AMD Ryzen AI 9 365

7th

12.66

AMD EPYC 7F32 8-Core

6th

13.46 ^{+/- 0.68}

Intel Core i7-8565U

5th

14.10 ^{+/- 0.38}

Intel Core i9-10980XE

4th

16.77 ^{+/- 0.95}

AMD EPYC 7551 32-Core

3rd

19.76 ^{+/- 0.27}

2 x Intel Xeon E5-2680 v3

2nd

20.10 ^{+/- 0.60}

Intel Xeon Silver 4216

1st

21.06 ^{+/- 0.12}

Detailed Performance Overview

Based on OpenBenchmarking.org data, the selected test / test configuration (RNNoise 0.2 - Input: 26 Minute Long Talking Sample) 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%.

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.

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)

hurricane-server 1 System - 322 Benchmark Results	AMD Eng Sample 100-000000897-03 - Supermicro Super Server H13SSL-N v2.00 - AMD Device 14a4 Ubuntu 24.04 - 6.8.0-50-generic - GNOME Shell 46.0
hurricane-server 1 System - 322 Benchmark Results
a40-ml 1 System - 120 Benchmark Results	80 x Intel Xeon - Nutanix AHV - Intel 440FX 82441FX PMC Ubuntu 22.04 - 6.5.0-45-generic - NVIDIA
rnnoise-1.0.2run 22 Systems - 2 Benchmark Results	2 x Intel Xeon E5-2620 v2 - ASUS Z9PE-D8 WS - Intel Xeon E7 v2 CentOS Stream 9 - 5.14.0-496.el9.x86_64 - X Server
test Featured Processor Comparison	2 x Intel Xeon E5-2680 v4
test Featured Processor Comparison	2 x Intel Xeon E5-2680 v4
test Featured Processor Comparison	2 x Intel Xeon E5-2680 v4
test Featured Processor Comparison	2 x Intel Xeon E5-2680 v4
test Featured Processor Comparison	2 x Intel Xeon E5-2680 v4
phoronix-machine-learning.txt 1 System - 323 Benchmark Results	AMD Ryzen Threadripper 7960X 24-Cores - Gigabyte TRX50 AERO D - AMD Device 14a4 Ubuntu 24.04 - 6.8.0-48-generic - GNOME Shell 46.0
test Featured Processor Comparison	2 x Intel Xeon E5-2680 v4
test Featured Processor Comparison	2 x Intel Xeon E5-2680 v4
test Featured Processor Comparison	2 x Intel Xeon E5-2680 v4
pc 19 Systems - 2903 Benchmark Results
pc 17 Systems - 2641 Benchmark Results

Linux - Intel Meteor Lake vs. AMD Zen 4 Laptop Benchmarks 3 Systems - 413 Benchmark Results	AMD Ryzen 7 7840U - Framework Laptop 13 - AMD Device 14e8 Ubuntu 24.04 - 6.10.0-061000rc4daily20240621-generic - GNOME Shell 46.0
Intel and AMD Desktop CPUs Mid 2024 Linux Benchmarks 18 Systems - 442 Benchmark Results	AMD Ryzen 5 7600 6-Core - ASUS ROG STRIX X670E-E GAMING WIFI - AMD Device 14d8 Ubuntu 24.04 - 6.10.0-061000rc2-generic - GNOME Shell 46.0
GCC 14 vs. Clang 18 - AMD Ryzen Threadripper 7980X Featured Compiler Comparison	AMD Ryzen Threadripper 7980X 64-Cores - System76 Thelio Major - AMD Device 14a4 Fedora Linux 40 - 6.8.5-301.fc40.x86_64 - GNOME Shell 46.1
lslsls 2 Systems - 71 Benchmark Results	AMD Ryzen 7 PRO 6850U - LENOVO ThinkPad X13 Gen 3 21CM0001US - AMD 17h-19h PCIe Root Complex Fedora Linux 39 - 6.5.7-300.fc39.x86_64 - GNOME Shell 45.0
new core ultra 2 Systems - 55 Benchmark Results	Intel Core Ultra 7 165U - LENOVO ThinkPad T14 Gen 5 21MLCTO1WW - Intel Device 7e7f Ubuntu 22.04 - 6.5.0-28-generic - GNOME Shell 42.9
Intel Baseline Profile Linux Performance 2 Systems - 307 Benchmark Results	Intel Core i9-14900K - ASUS PRIME Z790-P WIFI - Intel Device 7a27 Ubuntu 23.10 - 6.9.0-060900rc3daily20240410-generic - GNOME Shell 45.1
AMD EPYC 4364P EPYC 4564P Intel Xeon E-2488 Benchmarks 5 Systems - 464 Benchmark Results	AMD EPYC 4564P 16-Core - Supermicro AS-3015A-I H13SAE-MF v1.00 - AMD Device 14d8 Ubuntu 24.04 - 6.8.0-11-generic - GNOME Shell 45.3
Desktop Mid 2024 Featured Processor Comparison	AMD Ryzen 5 8600G - ASUS ROG STRIX X670E-E GAMING WIFI - AMD Device 14e8 Ubuntu 24.04 - 6.10.0-061000rc2-generic - GNOME Shell 46.0
new t ests 2 Systems - 37 Benchmark Results	Intel Xeon E E-2488 - Supermicro Super Server X13SCL-F v0123456789 - Intel Raptor Lake-S PCH Ubuntu 24.04 - 6.8.0-11-generic - GNOME Shell 45.3
rnnoise openssl Featured Graphics Comparison	AMD Ryzen 9 5900HX - ASUS ROG Strix G513QY_G513QY G513QY v1.0 - AMD Renoir Ubuntu 22.10 - 5.19.0-46-generic - GNOME Shell 43.0
xeon silver new 2 Systems - 66 Benchmark Results	Intel Xeon Silver 4216 - TYAN S7100AG2NR - Intel Sky Lake-E DMI3 Registers Debian 12 - 6.1.0-11-amd64 - X Server
Linux 6.9 Intel Meteor Lake Featured Kernel Comparison	Intel Core Ultra 7 155H - MTL Swift SFG14-72T Coral_MTH - Intel Device 7e7f Ubuntu 23.10 - 6.9.0-060900rc5daily20240426-generic - GNOME Shell 45.2
d 4 Systems - 86 Benchmark Results	AMD Ryzen 5 8400F 6-Core - ASRock B650 Pro RS - AMD Device 14e8 Ubuntu 24.04 - 6.8.0-31-generic - GNOME Shell 46.0
kfkfkf 2 Systems - 37 Benchmark Results	AMD Ryzen Threadripper 3970X 32-Core - ASUS ROG ZENITH II EXTREME - AMD Starship Ubuntu 22.04 - 6.5.0-26-generic - GNOME Shell 42.2
ddggg 2 Systems - 126 Benchmark Results	Intel Core i7-1165G7 - Dell XPS 13 9310 0GG9PT - Intel Tiger Lake-LP Ubuntu 23.10 - 6.5.0-21-generic - GNOME Shell 45.0

RNNoise

Project Site

Source Repository

Test Created

Last Updated

Test Maintainer

Test Type

Average Install Time

Average Run Time

Test Dependencies

Accolades

Supported Platforms

Revision History

Suites Using This Test

Performance Metrics

RNNoise 0.2

Input: 26 Minute Long Talking Sample

Does It Scale Well With Increasing Cores?

Tested CPU Architectures

Recent Test Results

Most Popular Test Results