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

19 Seconds

Average Run Time

1 Minute, 11 Seconds

Test Dependencies

C/C++ Compiler Toolchain + Libtool

Accolades

10k+ Downloads + Recently Updated Test Profile

Supported Platforms

Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsRNNoise Popularity Statisticspts/rnnoise2020.092020.102020.112020.122021.012021.022021.032021.042021.052021.062021.072021.082021.092021.102021.112021.122022.012022.022022.032022.042022.052022.062022.072022.082022.092022.102022.112022.122023.012023.022023.032023.042023.052023.062023.072023.082023.092023.102023.112023.122024.012024.022024.032024.0415003000450060007500
* 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 13 April 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 2020-06-28

OpenBenchmarking.org metrics for this test profile configuration based on 1,587 public results since 30 September 2020 with the latest data as of 4 April 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 7 7700X 8-Core
99th
9
12
AMD Ryzen 9 7900X 12-Core
99th
7
13
AMD Ryzen 9 7950X 16-Core
98th
18
13
AMD Ryzen 5 7600X 6-Core
98th
6
13
Intel Core i9-13900K
95th
14
13 +/- 1
Intel Core i5-14500
95th
3
13
AMD Ryzen 9 7950X3D 16-Core
94th
9
14 +/- 1
Intel Core i3-14100
92nd
3
14
AMD Ryzen 5 8600G
92nd
4
14
Intel Core i5-12600K
90th
10
15 +/- 1
AMD Ryzen 7 7800X3D 8-Core
89th
3
15
AMD Ryzen 9 5950X 16-Core
88th
73
15 +/- 1
AMD Ryzen 7 7840U
88th
3
15
Intel Core i7-1280P
88th
6
15
AMD Ryzen 9 5900X 12-Core
87th
43
15 +/- 1
AMD Ryzen 7 5800X3D 8-Core
83rd
10
16 +/- 1
AMD Ryzen 7 5700G
82nd
12
16 +/- 1
Intel Core i5-13600K
82nd
8
16 +/- 1
AMD Ryzen 7 5800X 8-Core
81st
19
16 +/- 2
AMD Ryzen 5 5600X 6-Core
80th
26
16
AMD Ryzen 9 5900HX
78th
21
16
AMD Ryzen 7 PRO 6850U
76th
14
16
AMD Ryzen 7 PRO 5850U
76th
32
16 +/- 1
Mid-Tier
75th
> 16
AMD Ryzen 5 5600G
75th
10
17
Intel Core i7-12700K
74th
6
17
AMD Ryzen 5 5500
73rd
4
17 +/- 1
AMD EPYC 72F3 8-Core
72nd
17
17 +/- 1
AMD Ryzen 9 3950X 16-Core
71st
14
17 +/- 1
AMD Ryzen 7 3800XT 8-Core
70th
9
18
AMD Ryzen 9 3900XT 12-Core
70th
15
18
AMD Ryzen 9 3900X 12-Core
70th
11
18 +/- 1
AMD Ryzen 7 3800X 8-Core
69th
3
18
AMD Ryzen 5 3600XT 6-Core
68th
3
18
AMD Ryzen 9 PRO 3900 12-Core
68th
3
18
2 x AMD EPYC 75F3 32-Core
67th
10
18 +/- 1
AMD Ryzen Threadripper 3970X 32-Core
67th
8
18
AMD Ryzen 7 PRO 3700 8-Core
67th
3
18
AMD Ryzen Threadripper 3960X 24-Core
67th
4
18
AMD Ryzen 5 3600X 6-Core
67th
4
18
AMD Ryzen 7 3700X 8-Core
65th
5
19
AMD Ryzen Threadripper 3990X 64-Core
65th
12
19
AMD Ryzen 3 3300X 4-Core
64th
3
19
AMD EPYC 74F3 24-Core
64th
4
19
AMD EPYC 73F3 16-Core
64th
4
19
AMD Ryzen 5 3600 6-Core
64th
12
19
2 x AMD EPYC 73F3 16-Core
63rd
4
19
AMD EPYC 75F3 32-Core
62nd
4
19
AMD Ryzen 7 4700U
61st
8
19
Intel Core i5-12400
61st
3
19
ARMv8 Neoverse-N1 160-Core
58th
19
19
AMD Ryzen 7 2700X Eight-Core
58th
3
19
AMD EPYC 7543 32-Core
58th
8
19 +/- 1
Intel Core i9-11900K
58th
25
19 +/- 1
Intel Xeon E-2388G
57th
7
19
AMD Ryzen Threadripper 2950X 16-Core
57th
3
19
AMD Ryzen 5 2600X Six-Core
55th
3
20
AMD Ryzen Threadripper 2970WX 24-Core
55th
3
20
AMD Ryzen 5 3400G
55th
7
20
AMD Ryzen 3 3100 4-Core
54th
6
20
Intel Core i7-11700K
54th
4
20
AMD EPYC 7F52 16-Core
54th
9
20
AMD EPYC 7F32 8-Core
53rd
12
20
Intel Celeron G6900
53rd
3
20
AMD Ryzen 5 4500U
52nd
19
20 +/- 1
2 x AMD EPYC 7513 32-Core
51st
4
21
AMD Ryzen 7 1800X Eight-Core
51st
8
21
Median
50th
21
Intel Core i9-10900K
49th
14
21
Intel Core i7-8086K
49th
6
21 +/- 1
AMD EPYC 7763 64-Core
48th
5
21
Intel Core i7-1185G7
48th
8
21
2 x AMD EPYC 7F72 24-Core
47th
4
21
AMD EPYC 7F72 24-Core
47th
8
21
Apple M2
45th
7
22
Intel Core i9-9900KS
45th
3
22
AMD Ryzen 5 2400G
44th
3
22
Intel Core i5-11600K
44th
7
22 +/- 1
Intel Core i9-9900K
43rd
3
22
2 x AMD EPYC 7763 64-Core
43rd
5
22
Intel Xeon E-2278G
43rd
4
22
AMD Ryzen 3 1300X
43rd
3
22
Intel Core i9-10885H
43rd
8
22
Intel Xeon E-2288G
42nd
15
22 +/- 1
AMD EPYC 7502 32-Core
41st
6
22 +/- 1
Intel Core i5-10600K
41st
10
22
AMD Ryzen 3 2200G
40th
7
23
AMD Ryzen 7 1700 Eight-Core
39th
7
23 +/- 1
AMD EPYC 7542 32-Core
39th
4
23
Intel Core i7-8700K
38th
3
23
Apple M1
38th
5
23
2 x AMD EPYC 7742 64-Core
37th
6
23
AMD EPYC 7262 8-Core
37th
3
23
AMD EPYC 7402P 24-Core
37th
5
23
Intel Core i7-4790K
36th
3
23
AMD EPYC 7502P 32-Core
36th
5
23
AMD EPYC 7452 32-Core
36th
5
23
AMD EPYC 7702 64-Core
36th
7
23
AMD EPYC 7302P 16-Core
35th
5
24
AMD EPYC 7642 48-Core
34th
5
24
AMD EPYC 7552 48-Core
34th
5
24
AMD EPYC 7662 64-Core
34th
5
24
AMD EPYC 7532 32-Core
34th
5
24
AMD Ryzen 7 2700 Eight-Core
33rd
3
24 +/- 1
Intel Core i7-7700K
33rd
3
24
Intel Core i7-9750H
33rd
4
24
AMD Ryzen 3 3200U
33rd
3
24
AMD EPYC 7282 16-Core
33rd
5
24
AMD EPYC 7232P 8-Core
32nd
5
24
AMD EPYC 7272 12-Core
32nd
3
25
AMD EPYC 7252 8-Core
32nd
3
25
AMD EPYC 7352 24-Core
31st
5
25
Intel Core i7-6800K
31st
6
25
Intel Core i3-10100
31st
4
25
Intel Xeon E3-1270 v5
30th
3
25
Intel Core i7-5775C
30th
4
26
Intel Core i5-4670
30th
3
26
Intel Xeon E5-1680 v3
30th
3
26
Intel Core i7-1065G7
29th
12
26
Intel Xeon E3-1275 v6
29th
3
26
AMD EPYC 7601 32-Core
28th
3
26
Intel Xeon E3-1231 v3
28th
3
26
Intel Core i5-7600K
28th
3
26
Intel Core i7-8565U
27th
10
26
Intel Core i7-4960X
27th
6
26
Intel Core i5-9400F
27th
3
27
Intel Core i9-10980XE
26th
3
27
Intel Core i7-7900X
26th
6
27
Low-Tier
25th
> 27
Intel Core i5-8400
25th
3
27
Intel Xeon E3-1280 v5
25th
3
27
Intel Core i7-3770K
25th
3
27
Intel Core i7-8550U
25th
6
27 +/- 1
2 x Intel Xeon E5-2680 v2
25th
3
27 +/- 2
Intel Core i3-10110U
25th
4
27
Intel Xeon E-2278GEL
25th
3
27
Intel Core i3-7100
24th
6
28
Intel Xeon E3-1245 v5
24th
3
28
AMD EPYC 7551 32-Core
23rd
4
28
Intel Xeon Gold 5218R
23rd
5
28
Intel Xeon Gold 6226R
22nd
10
28
2 x Intel Xeon Platinum 8280
22nd
9
28
Intel Xeon Platinum 8280
22nd
3
28
Intel Core i7-4770K
21st
5
29 +/- 3
2 x Intel Xeon Gold 5220R
21st
3
29
Intel Core i9-7980XE
21st
3
29
Intel Core i3-4130
20th
3
29
Intel Core i7-5960X
20th
4
29
Rockchip ARMv8 Cortex-A76 4-Core
20th
6
29 +/- 1
Intel Core i7-10700T
20th
5
29
Intel Core i5-3470
19th
3
29
Intel Core i7-9700TE
19th
4
29
Intel Core i7-2700K
19th
3
29
Intel Core i5-6500
18th
8
30
Intel Xeon Silver 4215R
18th
3
30
Intel Core i7-5600U
17th
6
30
Intel Core i3-8100
17th
3
30
Intel Xeon E3-1260L v5
16th
3
31
Intel Xeon Gold 5217
16th
4
31
2 x Intel Xeon E5-2680 v3
15th
15
31
Intel Core i7-6700HQ
15th
6
31
Intel Xeon Silver 4214R
12th
3
35
Intel Core i5-2520M
12th
3
35
Intel Xeon E3-1235L v5
11th
3
36
Intel Xeon Gold 5218
11th
4
36
Intel Xeon Silver 4216
11th
7
36
Loongson-3A6000
10th
3
37
2 x Intel Xeon E5-2620 v2
10th
5
38
POWER9 44-Core
9th
6
38
POWER9 4-Core
9th
4
38
Loongson-3A5000
9th
3
39
AMD A10-7850K APU
9th
6
40
AMD FX-8370 Eight-Core
8th
4
48
2 x Intel Xeon Gold 6126
8th
4
48 +/- 1
AMD FX-8150 Eight-Core
7th
4
50 +/- 1
Intel Xeon E5-2609 v4
7th
3
55
ARMv7 Cortex-A72 4-Core
6th
7
60 +/- 5
Intel Celeron N4020
6th
4
60 +/- 6
Ampere eMAG ARMv8 32-Core
5th
4
61
ARMv8 Cortex-A72 4-Core
5th
26
63 +/- 6
ARMv7 Cortex-A53 4-Core
1st
4
237 +/- 27
OpenBenchmarking.orgDistribution Of Public Results1587 Results Range From 11 To 792 Seconds1139679512315117920723526329131934737540343145948751554357159962765568371173976779530060090012001500

Based on OpenBenchmarking.org data, the selected test / test configuration (RNNoise 2020-06-28) 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 BenchmarkRun-Time3691215Min: 1 / Avg: 1.56 / Max: 10

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.4%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsDeviation246810Min: 0 / Avg: 0.41 / Max: 4

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 Scaling246812141620243248640.47920.95841.43761.91682.396

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)
RISC-V 64-bit
riscv64
SiFive RISC-V, SiFive U740, rv64imafdc, rv64imafdcsu, rv64imafdcvsu
IBM POWER (PowerPC) 64-bit
ppc64le
POWER9 4-Core, POWER9 44-Core
Loongson LoongArch 64-bit
loongarch64
Loongson-3A5000, Loongson-3A5000LL, Loongson-3A6000
Intel / AMD x86 32-bit
i686
(Many Processors)
ARMv7 32-bit
armv7l
ARMv7 Cortex-A53 4-Core, ARMv7 Cortex-A72 4-Core, ARMv7 rev 3 4-Core
ARMv6 32-bit
armv6l
ARMv7
ARMv8 64-bit
aarch64
AArch64 rev 1, AArch64 rev 4, ARMv8, ARMv8 Cortex-A53 4-Core, ARMv8 Cortex-A72 4-Core, ARMv8 Cortex-A76 4-Core, ARMv8 Cortex-A78E 6-Core, ARMv8 Neoverse-N1 160-Core, ARMv8 Neoverse-V1, Ampere Altra ARMv8 Neoverse-N1 160-Core, Ampere eMAG ARMv8 32-Core, Apple M1, Apple M2, Rockchip ARMv8 Cortex-A76 4-Core, Rockchip ARMv8 Cortex-A76 8-Core, phytium FT1500a

Recent Test Results

OpenBenchmarking.org Results Compare

1 System - 1 Benchmark Result

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

CentOS Stream 9 - 5.14.0-432.el9.x86_64 - X Server

1 System - 1 Benchmark Result

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

CentOS Stream 9 - 5.14.0-432.el9.x86_64 - X Server

1 System - 1 Benchmark Result

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

CentOS Stream 9 - 5.14.0-432.el9.x86_64 - X Server

1 System - 1 Benchmark Result

Intel Core i7-8750H - LENOVO LNVNB161216 - Intel Cannon Lake PCH

Ubuntu 20.04 - 5.15.0-101-generic - GNOME Shell 3.36.9

4 Systems - 143 Benchmark Results

AMD Ryzen 5 5600 6-Core - Gigabyte X570 AORUS ELITE WIFI - AMD Starship

Fedora 40 - 6.8.1-300.fc40.x86_64 - KDE Plasma 6.0.2

1 System - 60 Benchmark Results

SiFive RISC-V - StarFive VisionFive V2 - 8GB

Debian - 5.15.0-starfive - X Server 1.21.1.5

1 System - 1 Benchmark Result

Intel Core i5-10500 - Dell 0NDYHG - Intel Tiger Lake-H

Debian 12 - 6.1.0-13-amd64 - X Server 1.21.1.7

1 System - 1 Benchmark Result

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

CentOS Stream 9 - 5.14.0-427.el9.x86_64 - X Server

1 System - 1 Benchmark Result

Intel Core i5-10500 - Dell 0NDYHG - Intel Tiger Lake-H

Debian 12 - 6.1.0-13-amd64 - X Server 1.21.1.7

1 System - 1 Benchmark Result

Intel Core i5-10500 - Dell 0NDYHG - Intel Tiger Lake-H

Debian 12 - 6.1.0-13-amd64 - X Server 1.21.1.7

1 System - 1 Benchmark Result

Intel Core i5-10500 - Dell 0NDYHG - Intel Tiger Lake-H

Debian 12 - 6.1.0-13-amd64 - X Server 1.21.1.7

1 System - 1 Benchmark Result

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

CentOS Stream 9 - 5.14.0-427.el9.x86_64 - X Server

1 System - 1 Benchmark Result

Intel Core i5-10500 - Dell 0NDYHG - Intel Tiger Lake-H

Debian 12 - 6.1.0-13-amd64 - X Server 1.21.1.7

2 Systems - 298 Benchmark Results

Intel Core i7-8700 - ASUS PRIME Z370-P II - 32GB ddr4-3200

PopOS 22.04 - 6.6.10-76060610-generic - GNOME Shell 42.5

3 Systems - 298 Benchmark Results

Intel Core i7-8700 - ASUS PRIME Z370-P II - 32GB ddr4-3200

PopOS 22.04 - 6.6.10-76060610-generic - GNOME Shell 42.5

Most Popular Test Results

OpenBenchmarking.org Results Compare

3 Systems - 268 Benchmark Results

Intel Core i5-2520M - HP 161C - Intel 2nd Generation Core DRAM

Ubuntu 18.04 - 4.18.0-20-generic - GNOME Shell 3.28.3

2 Systems - 535 Benchmark Results

AMD Ryzen 5 4500U - LENOVO LNVNB161216 - AMD Renoir Root Complex

Ubuntu 20.04 - 5.9.0-050900rc7daily20201002-generic - GNOME Shell 3.36.4

11 Systems - 217 Benchmark Results

AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship

Ubuntu 20.04 - 5.9.0-050900-generic - GNOME Shell 3.36.4

2 Systems - 50 Benchmark Results

ARMv7 Cortex-A72 - BCM2711 Raspberry Pi 400 Rev 1.0 - Broadcom BCM2711

Raspbian 11 - 5.10.92-v7l+ - LXDE

1 System - 115 Benchmark Results

AMD Ryzen 9 5900HX - System76 Kudu - AMD Renoir

Pop 21.10 - 5.15.15-76051515-generic - GNOME Shell 40.5

8 Systems - 439 Benchmark Results

Intel Core i9-11900K - ASUS ROG MAXIMUS XIII HERO - Intel Tiger Lake-H

Ubuntu 21.04 - 5.12.0-051200rc3daily20210315-generic - GNOME Shell 3.38.3

12 Systems - 229 Benchmark Results

AMD Ryzen 9 3900XT 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship

Ubuntu 20.04 - 5.9.0-050900-generic - GNOME Shell 3.36.4

2 Systems - 85 Benchmark Results

Intel Core i5-1135G7 - Dell 0THX8P - Intel Device a0ef

Ubuntu 20.04 - 5.6.0-1036-oem - GNOME Shell 3.36.4

2 Systems - 297 Benchmark Results

AMD Ryzen Threadripper 3990X 64-Core - System76 Thelio Major - AMD Starship

Pop 20.04 - 5.4.0-7642-generic - GNOME Shell 3.36.4

2 Systems - 403 Benchmark Results

Intel Core i9-10900K - Gigabyte Z490 AORUS MASTER - Intel Comet Lake PCH

Ubuntu 20.10 - 5.8.0-22-generic - GNOME Shell 3.38.0

13 Systems - 333 Benchmark Results

AMD Ryzen 9 7950X 16-Core - ASUS ROG CROSSHAIR X670E HERO - AMD Device 14d8

Ubuntu 22.04 - 6.0.0-060000rc1daily20220820-generic - GNOME Shell 42.2

4 Systems - 513 Benchmark Results

Intel Xeon E-2288G - Compulab SBC-ATCFL v1.2 - Intel Cannon Lake PCH

Ubuntu 20.10 - 5.8.0-26-generic - GNOME Shell 3.38.1

4 Systems - 179 Benchmark Results

Intel Core i5-11600K - ASUS ROG MAXIMUS XIII HERO - Intel Device 43ef

Ubuntu 20.04 - 5.10.13-051013-lowlatency - GNOME Shell 3.36.4

3 Systems - 191 Benchmark Results

AMD Ryzen 3 2200G - ASUS PRIME B350M-E - AMD Raven

Ubuntu 20.10 - 5.8.0-38-generic - GNOME Shell 3.38.1
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