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

18 Seconds

Average Run Time

1 Minute, 11 Seconds

Test Dependencies

C/C++ Compiler Toolchain + Libtool

Accolades

5k+ Downloads

Supported Platforms

Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsRNNoise Popularity Statisticspts/rnnoise2020.092020.102020.112020.122021.012021.022021.032021.042021.052021.062021.072021.082021.092004006008001000
* 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 current as of 22 September 2021.

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

Telephony


Performance Metrics

Analyze Test Configuration:

RNNoise 2020-06-28

OpenBenchmarking.org metrics for this test profile configuration based on 969 public results since 30 September 2020 with the latest data as of 19 September 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
# Compatible Public Results
Seconds (Average)
AMD Ryzen 9 5950X 16-Core
98th
47
15.1 +/- 0.6
AMD Ryzen 9 5900X 12-Core
96th
38
15.3 +/- 0.4
AMD Ryzen 7 5700G
88th
9
15.9
AMD Ryzen 5 5600X 6-Core
88th
18
15.9 +/- 0.2
AMD Ryzen 9 5900HX
88th
14
15.9 +/- 0.1
AMD Ryzen 7 5800X 8-Core
87th
13
16.3 +/- 1.7
AMD Ryzen 5 5600G
86th
10
16.6 +/- 0.1
AMD Ryzen 9 3950X 16-Core
83rd
9
17.5 +/- 0.3
AMD Ryzen 7 3800XT 8-Core
83rd
10
17.6 +/- 0.3
AMD Ryzen 9 3900XT 12-Core
83rd
15
17.6 +/- 0.3
AMD EPYC 72F3 8-Core
81st
5
17.9 +/- 0.2
AMD Ryzen 5 3600XT 6-Core
80th
3
18.1 +/- 0.3
2 x AMD EPYC 75F3 32-Core
80th
7
18.3 +/- 0.6
AMD Ryzen 5 3600X 6-Core
80th
3
18.3
AMD Ryzen 9 3900X 12-Core
80th
6
18.3 +/- 0.3
AMD Ryzen Threadripper 3970X 32-Core
79th
8
18.3 +/- 0.3
AMD Ryzen Threadripper 3960X 24-Core
79th
4
18.3
AMD Ryzen 7 3700X 8-Core
77th
4
18.5 +/- 0.4
AMD Ryzen 3 3300X 4-Core
76th
3
18.6 +/- 0.1
AMD Ryzen Threadripper 3990X 64-Core
76th
10
18.6 +/- 0.2
Mid-Tier
75th
> 18.6
AMD EPYC 74F3 24-Core
75th
4
18.7
AMD EPYC 73F3 16-Core
75th
4
18.7
AMD Ryzen 5 3600 6-Core
75th
12
18.7 +/- 0.2
2 x AMD EPYC 73F3 16-Core
75th
4
18.7
AMD EPYC 75F3 32-Core
72nd
4
18.8
AMD Ryzen 7 4700U
71st
7
18.9 +/- 0.1
AMD Ryzen 5 5500U
69th
8
19.3
AMD Ryzen 7 2700X Eight-Core
69th
3
19.3 +/- 0.1
AMD EPYC 7543 32-Core
68th
8
19.4 +/- 1.0
AMD Ryzen Threadripper 2950X 16-Core
68th
3
19.5 +/- 0.3
Intel Core i9-11900K
68th
23
19.6 +/- 1.1
AMD Ryzen 5 2600X Six-Core
65th
4
20.0 +/- 0.1
AMD Ryzen Threadripper 2970WX 24-Core
65th
3
20.0 +/- 0.1
AMD Ryzen 5 3400G
65th
7
20.0 +/- 0.1
AMD Ryzen 3 3100 4-Core
64th
6
20.0
AMD EPYC 7F52 16-Core
63rd
9
20.1
AMD EPYC 7F32 8-Core
62nd
12
20.1
AMD Ryzen 5 4500U
61st
20
20.2 +/- 0.9
2 x AMD EPYC 7513 32-Core
59th
4
20.6
AMD Ryzen 7 1800X Eight-Core
59th
8
20.8 +/- 0.3
Intel Core i9-10900K
57th
14
20.9 +/- 0.3
Intel Core i7-8086K
56th
6
21.0 +/- 0.7
Intel Core i7-1185G7
55th
6
21.1 +/- 0.1
2 x AMD EPYC 7F72 24-Core
54th
3
21.1
AMD EPYC 7F72 24-Core
53rd
8
21.2
Intel Xeon E-2288G
51st
11
21.6
Intel Core i9-9900KS
51st
3
21.6
Median
50th
21.6
AMD Ryzen 5 2400G
49th
3
21.6 +/- 0.3
Intel Core i5-11600K
49th
7
21.7 +/- 0.7
Intel Core i9-9900K
48th
3
21.7 +/- 0.1
2 x AMD EPYC 7763 64-Core
48th
5
21.7
Intel Core i9-10885H
47th
8
21.8 +/- 0.3
AMD Ryzen 3 1300X
47th
3
21.8 +/- 0.1
AMD EPYC 7502 32-Core
45th
6
22.3 +/- 1.1
Intel Core i5-10600K
45th
11
22.4
AMD Ryzen 3 2200G
44th
7
22.6 +/- 0.3
AMD Ryzen 7 1700 Eight-Core
44th
7
22.7 +/- 1.0
AMD EPYC 7542 32-Core
43rd
4
23.0
Intel Core i7-8700K
43rd
3
23.0
2 x AMD EPYC 7742 64-Core
42nd
6
23.2 +/- 0.1
AMD EPYC 7262 8-Core
41st
3
23.2
AMD EPYC 7402P 24-Core
41st
5
23.3
AMD EPYC 7502P 32-Core
40th
5
23.3
Intel Core i7-4790K
40th
3
23.3 +/- 0.2
AMD EPYC 7452 32-Core
39th
5
23.4
AMD EPYC 7702 64-Core
39th
7
23.4
AMD EPYC 7302P 16-Core
38th
5
23.6
AMD EPYC 7642 48-Core
37th
5
23.7
AMD EPYC 7552 48-Core
37th
5
23.7
AMD EPYC 7662 64-Core
36th
5
23.7
AMD EPYC 7532 32-Core
36th
5
23.7
AMD Ryzen 7 2700 Eight-Core
36th
3
24.0 +/- 0.9
Intel Core i7-7700K
35th
3
24.1
Intel Core i7-9750H
35th
4
24.3 +/- 0.3
AMD Ryzen 3 3200U
35th
3
24.3 +/- 0.3
AMD EPYC 7282 16-Core
35th
5
24.4
AMD EPYC 7232P 8-Core
34th
5
24.4
AMD EPYC 7272 12-Core
34th
3
24.6
AMD EPYC 7252 8-Core
33rd
3
24.6
AMD EPYC 7352 24-Core
32nd
5
24.8
Intel Core i7-6800K
32nd
6
25.1 +/- 0.1
Intel Core i3-10100
32nd
3
25.2
Intel Xeon E3-1270 v5
31st
3
25.4
Intel Core i7-5775C
30th
4
25.6 +/- 0.2
Intel Core i5-4670
30th
3
25.6 +/- 0.1
Intel Xeon E5-1680 v3
30th
3
25.6 +/- 0.1
Intel Core i7-1065G7
29th
10
25.8 +/- 0.1
Intel Xeon E3-1275 v6
29th
3
25.8 +/- 0.1
AMD EPYC 7601 32-Core
28th
3
25.8
Intel Xeon E3-1231 v3
28th
3
25.9 +/- 0.5
Intel Core i5-7600K
28th
3
25.9
Intel Core i7-8565U
27th
9
26.1 +/- 0.2
Intel Core i7-4960X
27th
6
26.1 +/- 0.1
Intel Core i5-9400F
26th
3
26.6
Low-Tier
25th
> 26.6
Intel Core i9-10980XE
25th
3
26.7
Intel Core i7-7900X
25th
6
26.8 +/- 0.2
Intel Core i5-8400
24th
3
27.1 +/- 0.1
Intel Xeon E3-1280 v5
24th
3
27.2
Intel Core i7-3770K
23rd
3
27.4 +/- 0.1
Intel Core i7-8550U
23rd
6
27.5 +/- 0.6
Intel Core i3-10110U
23rd
4
27.5 +/- 0.2
Intel Xeon E-2278GEL
23rd
3
27.5
Intel Core i3-7100
22nd
6
27.9 +/- 0.1
Intel Xeon E3-1245 v5
21st
3
28.0 +/- 0.1
AMD EPYC 7551 32-Core
21st
4
28.3 +/- 0.4
Intel Xeon Gold 5218R
20th
5
28.4 +/- 0.1
Intel Xeon Gold 6226R
19th
10
28.5 +/- 0.1
2 x Intel Xeon Platinum 8280
19th
9
28.5
Intel Xeon Platinum 8280
19th
3
28.5
Intel Core i7-4770K
18th
5
28.5 +/- 2.8
2 x Intel Xeon Gold 5220R
18th
3
28.5 +/- 0.1
Intel Core i9-7980XE
17th
3
28.7 +/- 0.2
Intel Core i3-4130
16th
3
28.8 +/- 0.1
Intel Core i7-5960X
16th
4
28.8 +/- 0.1
Intel Core i7-10700T
15th
5
28.9
Intel Core i5-3470
15th
3
29.0 +/- 0.1
Intel Core i7-9700TE
15th
4
29.1 +/- 0.1
Intel Core i7-2700K
14th
3
29.2 +/- 0.1
Intel Xeon Silver 4215R
13th
3
29.9
Intel Core i7-5600U
13th
6
30.0 +/- 0.1
Intel Core i5-6500
12th
3
30.2
Intel Core i3-8100
12th
3
30.4
Intel Xeon E3-1260L v5
12th
3
30.5 +/- 0.3
Intel Xeon Gold 5217
11th
4
30.8
Intel Core i7-6700HQ
10th
6
31.5
Intel Xeon Silver 4214R
8th
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
6th
6
38.2 +/- 0.1
POWER9 4-Core
6th
4
38.2 +/- 0.2
AMD A10-7850K APU
5th
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
3rd
3
55.0 +/- 0.2
Intel Celeron N4020
3rd
4
59.8 +/- 6.2
ARMv8 Cortex-A72 4-Core
2nd
9
65.0 +/- 5.0
OpenBenchmarking.orgDistribution Of Public Results969 Results Range From 13 To 216 Seconds13274155698397111125139153167181195209223160320480640800

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: 1.33 / 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: 0.39 / 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 Scaling24681216243248640.48130.96261.44391.92522.4065

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