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

Last Updated

30 September 2020

Test Maintainer

Michael Larabel

Test Type

Processor

Average Install Time

17 Seconds

Average Run Time

1 Minute, 11 Seconds

Test Dependencies

C/C++ Compiler Toolchain + Libtool

Supported Platforms

Public Result UploadsReported Installs*Test Completions*OpenBenchmarking.orgEventsRNNoise Popularity Statisticspts/rnnoise2020.092020.102020.112020.122021.012021.022004006008001000
* 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 current as of Thu, 25 Feb 2021 19:24:44 GMT.

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

Creator Workloads

HPC - High Performance Computing

Speech


Performance Metrics

Analyze Test Configuration:

RNNoise 2020-06-28

OpenBenchmarking.org metrics for this test profile configuration based on 733 public results since 30 September 2020 with the latest data as of 22 February 2021.

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
# Matching Public Results
Seconds (Average)
AMD Ryzen 9 5950X 16-Core
99th
34
15.1 +/- 0.6
AMD Ryzen 9 5900X 12-Core
95th
28
15.4 +/- 0.2
AMD Ryzen 7 5800X 8-Core
94th
6
15.5 +/- 0.2
AMD Ryzen 5 5600X 6-Core
91st
10
16.0 +/- 0.2
AMD Ryzen 9 3950X 16-Core
87th
9
17.5 +/- 0.3
AMD Ryzen 7 3800XT 8-Core
87th
10
17.6 +/- 0.3
AMD Ryzen 9 3900XT 12-Core
87th
15
17.6 +/- 0.3
AMD Ryzen 5 3600XT 6-Core
84th
3
18.1 +/- 0.3
AMD Ryzen 5 3600X 6-Core
84th
3
18.3
AMD Ryzen 9 3900X 12-Core
84th
6
18.3 +/- 0.3
AMD Ryzen Threadripper 3970X 32-Core
83rd
8
18.3 +/- 0.3
AMD Ryzen Threadripper 3960X 24-Core
83rd
4
18.3
AMD Ryzen 7 3700X 8-Core
81st
4
18.5 +/- 0.4
AMD Ryzen 3 3300X 4-Core
81st
3
18.6 +/- 0.1
AMD Ryzen 5 3600 6-Core
81st
11
18.6 +/- 0.1
AMD Ryzen Threadripper 3990X 64-Core
80th
5
18.7 +/- 0.1
AMD Ryzen 7 4700U
79th
3
18.9
AMD Ryzen 7 2700X Eight-Core
77th
3
19.3 +/- 0.1
AMD Ryzen Threadripper 2950X 16-Core
76th
3
19.5 +/- 0.3
Mid-Tier
75th
> 19.8
AMD Ryzen 5 2600X Six-Core
73rd
4
20.0 +/- 0.1
AMD Ryzen Threadripper 2970WX 24-Core
73rd
3
20.0 +/- 0.1
AMD Ryzen 5 3400G
73rd
7
20.0 +/- 0.1
AMD Ryzen 3 3100 4-Core
73rd
6
20.0
AMD EPYC 7F52 16-Core
71st
9
20.1
AMD EPYC 7F32 8-Core
70th
9
20.1
AMD Ryzen 5 4500U
69th
19
20.2 +/- 0.9
AMD Ryzen 7 1800X Eight-Core
68th
8
20.8 +/- 0.3
Intel Core i7-8086K
67th
6
21.0 +/- 0.7
Intel Core i9-10900K
66th
10
21.0 +/- 0.2
2 x AMD EPYC 7F72 24-Core
65th
3
21.1
AMD EPYC 7F72 24-Core
64th
8
21.2
Intel Xeon E-2288G
61st
11
21.6
Intel Core i9-9900KS
61st
3
21.6
AMD Ryzen 5 2400G
59th
3
21.6 +/- 0.3
Intel Core i9-9900K
59th
3
21.7 +/- 0.1
Intel Core i9-10885H
58th
8
21.8 +/- 0.3
AMD Ryzen 3 1300X
58th
3
21.8 +/- 0.1
AMD EPYC 7502 32-Core
56th
6
22.3 +/- 1.1
Intel Core i5-10600K
55th
7
22.4
AMD Ryzen 3 2200G
54th
7
22.6 +/- 0.3
AMD Ryzen 7 1700 Eight-Core
54th
7
22.7 +/- 1.0
AMD EPYC 7542 32-Core
54th
4
23.0
Intel Core i7-8700K
53rd
3
23.0
2 x AMD EPYC 7742 64-Core
52nd
5
23.2 +/- 0.1
AMD EPYC 7262 8-Core
52nd
3
23.2
AMD EPYC 7402P 24-Core
51st
5
23.3
Median
50th
23.3
AMD EPYC 7502P 32-Core
50th
5
23.3
Intel Core i7-4790K
50th
3
23.3 +/- 0.2
AMD EPYC 7452 32-Core
49th
5
23.4
AMD EPYC 7702 64-Core
48th
7
23.4
AMD EPYC 7302P 16-Core
48th
5
23.6
AMD EPYC 7642 48-Core
46th
5
23.7
AMD EPYC 7552 48-Core
46th
5
23.7
AMD EPYC 7662 64-Core
45th
5
23.7
AMD EPYC 7532 32-Core
45th
5
23.7
AMD Ryzen 7 2700 Eight-Core
44th
3
24.0 +/- 0.9
Intel Core i7-7700K
44th
3
24.1
Intel Core i7-9750H
43rd
4
24.3 +/- 0.3
AMD Ryzen 3 3200U
43rd
3
24.3 +/- 0.3
AMD EPYC 7282 16-Core
43rd
5
24.4
AMD EPYC 7232P 8-Core
42nd
5
24.4
AMD EPYC 7272 12-Core
41st
3
24.6
AMD EPYC 7252 8-Core
41st
3
24.6
AMD EPYC 7352 24-Core
40th
5
24.8
Intel Core i7-6800K
39th
6
25.1 +/- 0.1
Intel Core i3-10100
38th
3
25.2
Intel Xeon E3-1270 v5
37th
3
25.4
Intel Core i7-5775C
37th
4
25.6 +/- 0.2
Intel Core i5-4670
37th
3
25.6 +/- 0.1
Intel Xeon E5-1680 v3
37th
3
25.6 +/- 0.1
Intel Core i7-1065G7
35th
9
25.8 +/- 0.1
Intel Xeon E3-1275 v6
35th
3
25.8 +/- 0.1
AMD EPYC 7601 32-Core
34th
3
25.8
Intel Xeon E3-1231 v3
34th
3
25.9 +/- 0.5
Intel Core i5-7600K
33rd
3
25.9
Intel Core i7-8565U
32nd
8
26.1 +/- 0.2
Intel Core i7-4960X
32nd
6
26.1 +/- 0.1
Intel Core i7-4770K
31st
3
26.5 +/- 0.4
Intel Core i5-9400F
31st
3
26.6
Intel Core i9-10980XE
31st
3
26.7
Intel Core i7-7900X
30th
6
26.8 +/- 0.2
Intel Core i5-8400
29th
3
27.1 +/- 0.1
Intel Xeon E3-1280 v5
28th
3
27.2
Intel Core i7-3770K
28th
3
27.4 +/- 0.1
Intel Core i7-8550U
27th
6
27.5 +/- 0.6
Intel Core i3-10110U
27th
4
27.5 +/- 0.2
Intel Xeon E-2278GEL
27th
3
27.5
Intel Core i3-7100
26th
6
27.9 +/- 0.1
Low-Tier
25th
> 27.9
Intel Xeon E3-1245 v5
25th
3
28.0 +/- 0.1
AMD EPYC 7551 32-Core
25th
4
28.3 +/- 0.4
Intel Xeon Gold 5218R
24th
5
28.4 +/- 0.1
Intel Xeon Gold 6226R
22nd
10
28.5 +/- 0.1
2 x Intel Xeon Platinum 8280
22nd
9
28.5
Intel Xeon Platinum 8280
22nd
3
28.5
2 x Intel Xeon Gold 5220R
21st
3
28.5 +/- 0.1
Intel Core i9-7980XE
19th
3
28.7 +/- 0.2
Intel Core i3-4130
19th
3
28.8 +/- 0.1
Intel Core i7-5960X
19th
4
28.8 +/- 0.1
Intel Core i7-10700T
17th
5
28.9
Intel Core i5-3470
17th
3
29.0 +/- 0.1
Intel Core i7-9700TE
16th
4
29.1 +/- 0.1
Intel Core i7-2700K
16th
3
29.2 +/- 0.1
Intel Xeon Silver 4215R
15th
3
29.9
Intel Core i7-5600U
14th
6
30.0 +/- 0.1
Intel Core i5-6500
13th
3
30.2
Intel Core i3-8100
13th
3
30.4
Intel Xeon E3-1260L v5
13th
3
30.5 +/- 0.3
Intel Xeon Gold 5217
12th
4
30.8
Intel Core i7-6700HQ
11th
6
31.5
Intel Xeon Silver 4214R
9th
3
34.7
Intel Core i5-2520M
8th
3
35.1 +/- 0.1
Intel Xeon E3-1235L v5
7th
3
36.1 +/- 0.1
Intel Xeon Gold 5218
7th
4
36.2
Intel Xeon Silver 4216
7th
7
36.3 +/- 0.3
POWER9 44-Core
5th
6
38.2 +/- 0.1
POWER9 4-Core
5th
4
38.2 +/- 0.2
AMD A10-7850K APU
4th
6
39.5 +/- 0.4
AMD FX-8370 Eight-Core
4th
4
47.7 +/- 0.1
AMD FX-8150 Eight-Core
3rd
4
49.7 +/- 0.8
Intel Xeon E5-2609 v4
2nd
3
55.0 +/- 0.2
ARMv8 Cortex-A72 4-Core
2nd
7
65.0 +/- 6.0
OpenBenchmarking.orgDistribution Of Public Results733 Results Range From 13 To 176 Seconds13263952657891104117130143156169182110220330440550

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-Time246810Min: 1 / Avg: 1.37 / Max: 6

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: 0.44 / 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.

AMDIntelOpenBenchmarking.orgRelative Core Scaling To BaseRNNoise CPU Core Scaling4681216243248640.77491.54982.32473.09963.8745

Recent Test Results

OpenBenchmarking.org Results Compare

2 Systems - 243 Benchmark Results

Intel Core i9-10885H - HP 8736 - Intel Comet Lake PCH

Ubuntu 20.10 - 5.8.0-43-generic - GNOME Shell 3.38.2

1 System - 238 Benchmark Results

Intel Core i9-10885H - HP 8736 - Intel Comet Lake PCH

Ubuntu 20.10 - 5.8.0-43-generic - GNOME Shell 3.38.2

1 System - 209 Benchmark Results

Intel Core i9-10885H - HP 8736 - Intel Comet Lake PCH

Ubuntu 20.10 - 5.8.0-43-generic - GNOME Shell 3.38.2

1 System - 144 Benchmark Results

Intel Core i9-10885H - HP 8736 - Intel Comet Lake PCH

Ubuntu 20.10 - 5.8.0-43-generic - GNOME Shell 3.38.2

5 Systems - 118 Benchmark Results

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

Fedora 33 - 5.10.13-200.fc33.x86_64 - GNOME Shell 3.38.3

4 Systems - 114 Benchmark Results

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

EndeavourOS rolling - 5.10.14-arch1-1 - Xfce 4.16

3 Systems - 113 Benchmark Results

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

EndeavourOS rolling - 5.10.14-arch1-1 - Xfce 4.16

2 Systems - 113 Benchmark Results

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

salientos rolling - 5.10.14-arch1-1 - Xfce 4.16

1 System - 113 Benchmark Results

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

salientos rolling - 5.10.14-arch1-1 - Xfce 4.16

3 Systems - 330 Benchmark Results

Intel Core i7-10700T - Logic Supply RXM-181 - Intel Comet Lake PCH

Ubuntu 20.10 - 5.8.0-41-generic - GNOME Shell 3.38.2

5 Systems - 158 Benchmark Results

Intel Core i7-1165G7 - Dell 0GG9PT - Intel Tiger Lake-LP

Ubuntu 20.10 - 5.8.0-41-generic - GNOME Shell 3.38.2

5 Systems - 149 Benchmark Results

Intel Core i7-8550U - Dell 0H0VG3 - Intel Xeon E3-1200 v6

Ubuntu 20.10 - 5.8.0-41-generic - GNOME Shell 3.38.2

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 5950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship

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

4 Systems - 7 Benchmark Results

AMD Ryzen Threadripper 3960X 24-Core - MSI Creator TRX40 - AMD Starship

Ubuntu 20.04 - 5.9.0-rc5-14sep-patch - GNOME Shell 3.36.4

3 Systems - 40 Benchmark Results

2 x Intel Xeon Gold 5220R - TYAN S7106 - Intel Sky Lake-E DMI3 Registers

Ubuntu 20.04 - 5.9.0-050900rc6-generic - GNOME Shell 3.36.4

2 Systems - 403 Benchmark Results

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

Ubuntu 20.04 - 5.4.0-48-generic - GNOME Shell 3.36.4

3 Systems - 406 Benchmark Results

AMD Ryzen 9 3900XT 12-Core - MSI MEG X570 GODLIKE - AMD Starship

Ubuntu 20.04 - 5.4.0-48-generic - GNOME Shell 3.36.4

3 Systems - 131 Benchmark Results

Intel Core i5-10600K - ASUS PRIME Z490M-PLUS - Intel Comet Lake PCH

Ubuntu 20.04 - 5.9.0-050900daily20201012-generic - GNOME Shell 3.36.4

3 Systems - 31 Benchmark Results

AMD Ryzen 5 3600XT 6-Core - MSI X470 GAMING M7 AC - AMD Starship

Ubuntu 20.04 - 5.8.0-050800-generic - GNOME Shell 3.36.4

12 Systems - 229 Benchmark Results

AMD Ryzen 5 5600X 6-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship

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

3 Systems - 202 Benchmark Results

Intel Core i7-7700K - MSI Z270-A PRO - Intel Xeon E3-1200 v6

Ubuntu 20.04 - 5.8.14-050814-generic - GNOME Shell 3.36.4

3 Systems - 100 Benchmark Results

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

Ubuntu 20.04 - 5.4.0-47-generic - GNOME Shell 3.36.4
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