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

github.com

Test Created

30 September 2020

Test Maintainer

Michael Larabel 

Test Type

Processor

Average Install Time

23 Seconds

Average Run Time

1 Minute, 11 Seconds

Test Dependencies

C/C++ Compiler Toolchain + Libtool

Accolades

10k+ Downloads

Supported Platforms

Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsRNNoise Popularity Statisticspts/rnnoise2020.092020.102020.112020.122021.012021.022021.032021.042021.052021.062021.072021.082021.092021.102021.112021.122022.012022.022022.032022.042022.052022.062022.072022.082022.092022.102022.112022.122023.012023.022023.032023.042023.052023.062023.072023.082023.092023.102023.112023.1213002600390052006500
* 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 3 December 2023.

Revision History

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 1,489 public results since 30 September 2020 with the latest data as of 5 December 2023.

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
99th
9
13
AMD Ryzen 5 7600X 6-Core
98th
6
13
Intel Core i9-13900K
96th
14
13 +/- 1
AMD Ryzen 9 7950X3D 16-Core
96th
8
13 +/- 1
Intel Core i5-12600K
91st
10
15 +/- 1
AMD Ryzen 9 5950X 16-Core
90th
73
15 +/- 1
Intel Core i7-1280P
89th
6
15
AMD Ryzen 9 5900X 12-Core
89th
43
15 +/- 1
AMD Ryzen 7 5800X3D 8-Core
84th
10
16 +/- 1
AMD Ryzen 7 5700G
83rd
12
16 +/- 1
Intel Core i5-13600K
83rd
8
16 +/- 1
AMD Ryzen 7 5800X 8-Core
82nd
19
16 +/- 2
AMD Ryzen 5 5600X 6-Core
80th
26
16
AMD Ryzen 9 5900HX
79th
21
16
AMD Ryzen 7 PRO 6850U
76th
14
16
AMD Ryzen 7 PRO 5850U
76th
32
16 +/- 1
Mid-Tier
75th
> 17
AMD Ryzen 5 5600G
75th
10
17
Intel Core i7-12700K
75th
6
17
AMD Ryzen 5 5500
73rd
4
17 +/- 1
AMD EPYC 72F3 8-Core
73rd
17
17 +/- 1
AMD Ryzen 9 3950X 16-Core
71st
14
17 +/- 1
AMD Ryzen 7 3800XT 8-Core
71st
9
18
AMD Ryzen 9 3900XT 12-Core
71st
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
57th
8
19 +/- 1
Intel Core i9-11900K
57th
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
54th
3
20
AMD Ryzen 5 3400G
54th
7
20
AMD Ryzen 3 3100 4-Core
54th
6
20
Intel Core i7-11700K
53rd
4
20
AMD EPYC 7F52 16-Core
53rd
9
20
AMD EPYC 7F32 8-Core
52nd
12
20
Intel Celeron G6900
52nd
3
20
AMD Ryzen 5 4500U
51st
19
20 +/- 1
Median
50th
21
2 x AMD EPYC 7513 32-Core
50th
4
21
AMD Ryzen 7 1800X Eight-Core
50th
8
21
Intel Core i9-10900K
48th
14
21
Intel Core i7-8086K
48th
6
21 +/- 1
Intel Core i7-1185G7
47th
8
21
2 x AMD EPYC 7F72 24-Core
46th
4
21
AMD EPYC 7F72 24-Core
46th
8
21
Apple M2
44th
7
22
Intel Core i9-9900KS
44th
3
22
AMD Ryzen 5 2400G
43rd
3
22
Intel Core i5-11600K
43rd
7
22 +/- 1
Intel Core i9-9900K
42nd
3
22
2 x AMD EPYC 7763 64-Core
42nd
5
22
Intel Xeon E-2278G
41st
4
22
Intel Core i9-10885H
41st
8
22
AMD Ryzen 3 1300X
41st
3
22
Intel Xeon E-2288G
41st
15
22 +/- 1
AMD EPYC 7502 32-Core
40th
6
22 +/- 1
Intel Core i5-10600K
40th
10
22
AMD Ryzen 3 2200G
39th
7
23
Intel Core i5-10500
39th
9
23
AMD Ryzen 7 1700 Eight-Core
39th
7
23 +/- 1
AMD EPYC 7542 32-Core
38th
4
23
Intel Core i7-8700K
38th
3
23
Apple M1
37th
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
36th
5
23
AMD EPYC 7502P 32-Core
36th
5
23
Intel Core i7-4790K
36th
3
23
AMD EPYC 7452 32-Core
35th
5
23
AMD EPYC 7702 64-Core
35th
7
23
AMD EPYC 7302P 16-Core
34th
5
24
AMD EPYC 7642 48-Core
34th
5
24
AMD EPYC 7552 48-Core
33rd
5
24
AMD EPYC 7662 64-Core
33rd
5
24
AMD EPYC 7532 32-Core
33rd
5
24
AMD Ryzen 7 2700 Eight-Core
33rd
3
24 +/- 1
Intel Core i7-7700K
32nd
3
24
Intel Core i7-9750H
32nd
4
24
AMD Ryzen 3 3200U
32nd
3
24
AMD EPYC 7282 16-Core
32nd
5
24
AMD EPYC 7232P 8-Core
32nd
5
24
AMD EPYC 7272 12-Core
31st
3
25
AMD EPYC 7252 8-Core
31st
3
25
AMD EPYC 7352 24-Core
30th
5
25
Intel Core i7-6800K
30th
6
25
Intel Core i3-10100
30th
4
25
Intel Xeon E3-1270 v5
29th
3
25
Intel Core i7-5775C
29th
4
26
Intel Core i5-4670
29th
3
26
Intel Xeon E5-1680 v3
29th
3
26
Intel Core i7-1065G7
28th
11
26
Intel Xeon E3-1275 v6
28th
3
26
AMD EPYC 7601 32-Core
27th
3
26
Intel Xeon E3-1231 v3
27th
3
26
Intel Core i5-7600K
27th
3
26
Intel Core i7-8565U
26th
10
26
Intel Core i7-4960X
26th
6
26
Intel Core i5-9400F
26th
3
27
Low-Tier
25th
> 27
Intel Core i9-10980XE
25th
3
27
Intel Core i7-7900X
25th
6
27
Intel Core i5-8400
24th
3
27
Intel Xeon E3-1280 v5
24th
3
27
Intel Core i7-3770K
24th
3
27
Intel Core i7-8550U
23rd
6
27 +/- 1
2 x Intel Xeon E5-2680 v2
23rd
3
27 +/- 2
Intel Core i3-10110U
23rd
4
27
Intel Xeon E-2278GEL
23rd
3
27
Intel Core i3-7100
23rd
6
28
Intel Xeon E3-1245 v5
22nd
3
28
AMD EPYC 7551 32-Core
22nd
4
28
Intel Xeon Gold 5218R
21st
5
28
Intel Xeon Gold 6226R
21st
10
28
2 x Intel Xeon Platinum 8280
20th
9
28
Intel Xeon Platinum 8280
20th
3
28
Intel Core i7-4770K
20th
5
29 +/- 3
2 x Intel Xeon Gold 5220R
20th
3
29
Intel Core i9-7980XE
19th
3
29
Intel Core i3-4130
19th
3
29
Intel Core i7-5960X
19th
4
29
Rockchip ARMv8 Cortex-A76 4-Core
18th
6
29 +/- 1
Intel Core i7-10700T
18th
5
29
Intel Core i5-3470
18th
3
29
Intel Core i7-9700TE
18th
4
29
Intel Core i7-2700K
17th
3
29
Intel Core i5-6500
16th
8
30
Intel Xeon Silver 4215R
16th
3
30
Intel Core i7-5600U
16th
6
30
Intel Core i3-8100
15th
3
30
Intel Xeon E3-1260L v5
15th
3
31
Intel Xeon Gold 5217
14th
4
31
Intel Core i7-6700HQ
14th
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
POWER9 44-Core
10th
6
38
POWER9 4-Core
10th
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
8th
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
OpenBenchmarking.orgDistribution Of Public Results1496 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: 1.53 / 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: 0.39 / 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 Scaling2468121620243248640.48330.96661.44991.93322.4165

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
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

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Debian 12 - 6.1.0-13-amd64 - GCC 12.2.0

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2 Systems - 9 Benchmark Results

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2 Systems - 8 Benchmark Results

Rockchip ARMv8 Cortex-A76 - Orange Pi 5 Plus - 32GB

Ubuntu 22.04 - 5.10.160-rockchip - GNOME Shell 42.9

2 Systems - 339 Benchmark Results

AMD Ryzen 7 7800X3D 8-Core - ASUS ProArt B650-CREATOR - AMD Device 14d8

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1 System - 2 Benchmark Results

Loongson-3A6000 - Loongson Loongson-LS3A6000-7A2000-1w-EVB-V1.21 - Loongson LLC Hyper Transport Bridge

Loongnix 20 - 4.19.0-19-loongson-3 - X Server 1.20.4

1 System - 3 Benchmark Results

Loongson-3A6000 - Loongson Loongson-LS3A6000-7A2000-1w-EVB-V1.21 - Loongson LLC Hyper Transport Bridge

Loongnix 20 - 4.19.0-19-loongson-3 - X Server 1.20.4

1 System - 4 Benchmark Results

Loongson-3A6000 - Loongson Loongson-LS3A6000-7A2000-1w-EVB-V1.21 - Loongson LLC Hyper Transport Bridge

Loongnix 20 - 4.19.0-19-loongson-3 - X Server 1.20.4

1 System - 264 Benchmark Results

Intel Pentium Gold G6405 - ASRock H510M-HDV/M.2 SE - Intel Comet Lake PCH

Ubuntu 20.04 - 5.15.0-88-generic - GNOME Shell 3.36.9

1 System - 1 Benchmark Result

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Debian 12 - 6.1.0-13-amd64 - GNOME Shell 43.6

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