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

Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsRNNoise Popularity Statisticspts/rnnoise2020.092020.112021.012021.032021.052021.072021.092021.112022.012022.032022.052022.072022.092022.112023.012023.032023.052023.072023.092023.112024.012024.032024.052024.072024.092024.112K4K6K8K10K
* 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 9 November 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 470 public results since 15 April 2024 with the latest data as of 1 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 Ryzen 9 9950X 16-Core
97th
10
5.86 +/- 0.07
AMD Ryzen 7 9700X 8-Core
97th
8
5.87 +/- 0.02
Intel Core i9-14900K
96th
13
5.89 +/- 0.07
Intel Core Ultra 9 285K
94th
8
5.94 +/- 0.02
AMD Ryzen 9 9900X 12-Core
93rd
7
5.96 +/- 0.01
AMD Ryzen 5 9600X 6-Core
90th
10
5.98 +/- 0.02
AMD Ryzen 7 9800X3D 8-Core
88th
6
6.08 +/- 0.01
Intel Core i9-13900K
87th
3
6.21
Intel Xeon E E-2488
86th
10
6.46 +/- 0.07
Intel Core Ultra 5 245K
85th
5
6.48
Intel Core i5-14600K
83rd
5
6.60
Intel Core i5-13600K
82nd
3
6.83
AMD Ryzen 9 7900X 12-Core
79th
6
7.07 +/- 0.18
AMD Ryzen 7 7700X 8-Core
76th
4
7.11
Mid-Tier
75th
> 7.11
AMD Ryzen 9 7900X3D 12-Core
74th
5
7.14
AMD Ryzen 5 7600X 6-Core
73rd
4
7.14
AMD EPYC 4364P 8-Core
71st
9
7.18 +/- 0.14
AMD EPYC 4464P 12-Core
71st
16
7.18 +/- 0.13
AMD EPYC 4344P 8-Core
69th
8
7.22 +/- 0.01
AMD Ryzen 9 7950X 16-Core
67th
9
7.31 +/- 0.16
AMD Ryzen 9 7900 12-Core
64th
8
7.38 +/- 0.11
AMD EPYC 4564P 16-Core
64th
25
7.38 +/- 0.16
AMD Ryzen 7 7700 8-Core
64th
4
7.39
AMD EPYC 4124P 4-Core
57th
6
7.51 +/- 0.03
AMD EPYC 4244P 6-Core
56th
16
7.54 +/- 0.03
Intel Core i5-14500
56th
4
7.56
AMD EPYC 4484PX 12-Core
53rd
13
7.58 +/- 0.88
AMD Ryzen 7 8700G
53rd
5
7.58
Median
50th
7.63
AMD Ryzen 5 7600 6-Core
50th
7
7.68 +/- 0.07
AMD Ryzen 9 7950X3D 16-Core
50th
5
7.69
AMD Ryzen 5 8600G
49th
5
7.71 +/- 0.02
Intel Core Ultra 7 256V
46th
4
7.95 +/- 0.01
2 x AMD EPYC 9755 128-Core
46th
5
7.95 +/- 0.32
Intel Core i3-14100
46th
5
7.97
AMD EPYC 4584PX 16-Core
45th
8
7.98 +/- 0.68
AMD Ryzen Threadripper 7980X 64-Cores
44th
6
7.99 +/- 0.35
Intel Core i5-12600K
43rd
3
8.04 +/- 0.01
Intel Core i5-14400F
41st
9
8.15 +/- 0.17
AMD Ryzen 5 8400F 6-Core
40th
8
8.18 +/- 0.08
Intel Core i5-13400
38th
3
8.23
AMD Ryzen 7 7840U
35th
4
8.37 +/- 0.23
Intel Core i7-1280P
35th
8
8.41 +/- 0.54
Intel Core Ultra 7 165U
34th
8
8.50 +/- 0.24
AMD Ryzen 7 7800X3D 8-Core
34th
5
8.54
AMD Ryzen 7 7840HS
33rd
7
8.56 +/- 0.84
AMD Ryzen 7 5800X 8-Core
31st
6
8.72 +/- 0.03
AMD Ryzen 9 5950X 16-Core
28th
5
8.84
Intel Core Ultra 7 155H
27th
10
8.88 +/- 0.43
AMD Ryzen 9 5900X 12-Core
27th
6
8.90
AMD Ryzen 5 5600X 6-Core
26th
4
8.95
Low-Tier
25th
> 8.95
2 x Intel Xeon Gold 6444Y
23rd
4
9.16 +/- 0.12
INTEL XEON PLATINUM 8592
22nd
4
9.28 +/- 0.04
AMD Ryzen 7 5800X3D 8-Core
22nd
5
9.29
AMD Ryzen 9 5900HX
19th
5
9.48 +/- 0.27
AMD Ryzen 7 PRO 6850U
19th
4
9.55 +/- 0.24
2 x Intel Xeon Max 9480
15th
6
10.47 +/- 0.16
AMD Ryzen 7 PRO 5850U
15th
3
10.56 +/- 0.65
Intel Xeon Gold 6414U
14th
3
10.92 +/- 0.11
AMD Ryzen 7 3800XT 8-Core
12th
3
11.19 +/- 0.39
AMD Ryzen Threadripper 3970X 32-Core
12th
4
11.24 +/- 0.01
Intel Core i7-1185G7
12th
8
11.24 +/- 0.43
AMD Ryzen 5 5500
11th
5
11.28
Intel Core i7-1165G7
10th
4
11.31 +/- 0.25
AMD Ryzen AI 9 HX 370
8th
6
11.79 +/- 0.94
AMD Ryzen 7 4700U
7th
4
11.97 +/- 0.09
AMD Ryzen AI 9 365
6th
3
12.66
AMD EPYC 7F32 8-Core
5th
3
13.46 +/- 0.68
Intel Core i7-8565U
5th
4
14.10 +/- 0.38
Intel Core i9-10980XE
4th
3
16.77 +/- 0.95
AMD EPYC 7551 32-Core
3rd
4
19.76 +/- 0.27
2 x Intel Xeon E5-2680 v3
2nd
4
20.10 +/- 0.60
Intel Xeon Silver 4216
1st
4
21.06 +/- 0.12
OpenBenchmarking.orgDistribution Of Public Results - Input: 26 Minute Long Talking Sample457 Results Range From 5 To 66 Seconds511172329354147535965717790180270360450

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.

OpenBenchmarking.orgMinutesTime Required To Complete BenchmarkInput: 26 Minute Long Talking SampleRun-Time246810Min: 1 / Avg: 1.11 / Max: 3

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.2%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsInput: 26 Minute Long Talking SampleDeviation246810Min: 0 / Avg: 0.23 / Max: 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.

IntelAMDOpenBenchmarking.orgRelative Core Scaling To BaseRNNoise CPU Core ScalingInput: 26 Minute Long Talking Sample46810121416240.44170.88341.32511.76682.2085

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)

Recent Test Results

OpenBenchmarking.org Results Compare

12 Systems - 2543 Benchmark Results

1 System - 342 Benchmark Results

Intel Core i9-12900K - ASUS PRIME Z790-V AX - Intel Raptor Lake-S PCH

Ubuntu 24.04 - 6.8.0-47-generic - GNOME Shell 46.0

21 Systems - 2 Benchmark Results

2 x Intel Xeon E5-2620 v2 - ASUS Z9PE-D8 WS - Intel Xeon E7 v2

CentOS Stream 9 - 5.14.0-474.el9.x86_64 - X Server

20 Systems - 1 Benchmark Result

2 x Intel Xeon E5-2620 v2 - ASUS Z9PE-D8 WS - Intel Xeon E7 v2

CentOS Stream 9 - 5.14.0-503.el9.x86_64 - X Server

20 Systems - 1 Benchmark Result

2 x Intel Xeon E5-2620 v2 - ASUS Z9PE-D8 WS - Intel Xeon E7 v2

CentOS Stream 9 - 5.14.0-480.el9.x86_64 - X Server

6 Systems - 344 Benchmark Results

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

Ubuntu 24.10 - 6.11.0-rc6-phx - GNOME Shell

2 Systems - 195 Benchmark Results

2 Systems - 195 Benchmark Results

2 Systems - 195 Benchmark Results

2 Systems - 195 Benchmark Results

2 Systems - 195 Benchmark Results

2 Systems - 195 Benchmark Results

2 Systems - 195 Benchmark Results

2 Systems - 195 Benchmark Results

2 Systems - 1 Benchmark Result

AMD EPYC 9554P 64-Core - Dell 0H7W4K - AMD Device 14a4

CentOS 9 - 5.14.0-503.el9.x86_64 - X Server

Most Popular Test Results

OpenBenchmarking.org Results Compare

3 Systems - 413 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

18 Systems - 442 Benchmark Results

AMD Ryzen 7 7800X3D 8-Core - ASUS ROG STRIX X670E-E GAMING WIFI - AMD Device 14d8

Ubuntu 24.04 - 6.10.0-061000rc2-generic - GNOME Shell 46.0

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

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

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

5 Systems - 464 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

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

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

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

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

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
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