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

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/rnnoise2020.092020.102020.112020.122021.012021.022021.032021.042021.05160320480640800
* 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 Wed, 05 May 2021 03:15:25 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 843 public results since 30 September 2020 with the latest data as of 26 April 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
98th
44
15.0 +/- 0.6
AMD Ryzen 9 5900X 12-Core
96th
36
15.3 +/- 0.4
AMD Ryzen 7 5800X 8-Core
93rd
10
15.4 +/- 0.2
AMD Ryzen 5 5600X 6-Core
89th
16
15.9 +/- 0.2
AMD Ryzen 9 3950X 16-Core
86th
9
17.5 +/- 0.3
AMD Ryzen 7 3800XT 8-Core
86th
10
17.6 +/- 0.3
AMD Ryzen 9 3900XT 12-Core
85th
15
17.6 +/- 0.3
AMD EPYC 72F3 8-Core
84th
4
17.8
AMD Ryzen 5 3600XT 6-Core
82nd
3
18.1 +/- 0.3
2 x AMD EPYC 75F3 32-Core
82nd
6
18.2 +/- 0.6
AMD Ryzen 5 3600X 6-Core
82nd
3
18.3
AMD Ryzen 9 3900X 12-Core
82nd
6
18.3 +/- 0.3
AMD Ryzen Threadripper 3970X 32-Core
81st
8
18.3 +/- 0.3
AMD Ryzen Threadripper 3960X 24-Core
81st
4
18.3
AMD Ryzen 7 3700X 8-Core
79th
4
18.5 +/- 0.4
AMD Ryzen 3 3300X 4-Core
78th
3
18.6 +/- 0.1
AMD Ryzen 5 3600 6-Core
78th
11
18.6 +/- 0.1
AMD EPYC 74F3 24-Core
78th
3
18.6
AMD EPYC 73F3 16-Core
78th
3
18.7
AMD Ryzen Threadripper 3990X 64-Core
77th
5
18.7 +/- 0.1
2 x AMD EPYC 73F3 16-Core
76th
3
18.7
Mid-Tier
75th
> 18.7
AMD EPYC 75F3 32-Core
75th
3
18.8
AMD Ryzen 7 4700U
75th
3
18.9
AMD Ryzen 7 2700X Eight-Core
73rd
3
19.3 +/- 0.1
AMD Ryzen Threadripper 2950X 16-Core
73rd
3
19.5 +/- 0.3
Intel Core i9-11900K
72nd
20
19.8 +/- 1.1
AMD Ryzen 5 2600X Six-Core
70th
4
20.0 +/- 0.1
AMD Ryzen Threadripper 2970WX 24-Core
70th
3
20.0 +/- 0.1
AMD Ryzen 5 3400G
69th
7
20.0 +/- 0.1
AMD Ryzen 3 3100 4-Core
69th
6
20.0
AMD EPYC 7F52 16-Core
67th
9
20.1
AMD EPYC 7F32 8-Core
66th
12
20.1
AMD Ryzen 5 4500U
65th
19
20.2 +/- 0.9
AMD EPYC 7543 32-Core
65th
3
20.3
2 x AMD EPYC 7513 32-Core
64th
3
20.6
AMD Ryzen 7 1800X Eight-Core
63rd
8
20.8 +/- 0.3
Intel Core i9-10900K
61st
14
20.9 +/- 0.3
Intel Core i7-8086K
61st
6
21.0 +/- 0.7
2 x AMD EPYC 7F72 24-Core
59th
3
21.1
AMD EPYC 7F72 24-Core
58th
8
21.2
Intel Core i5-11600K
57th
5
21.3 +/- 0.6
Intel Xeon E-2288G
56th
11
21.6
Intel Core i9-9900KS
56th
3
21.6
AMD Ryzen 5 2400G
54th
3
21.6 +/- 0.3
2 x AMD EPYC 7763 64-Core
54th
4
21.7
Intel Core i9-9900K
54th
3
21.7 +/- 0.1
Intel Core i9-10885H
53rd
8
21.8 +/- 0.3
AMD Ryzen 3 1300X
53rd
3
21.8 +/- 0.1
Median
50th
22.2
AMD EPYC 7502 32-Core
50th
6
22.3 +/- 1.1
Intel Core i5-10600K
50th
10
22.4
AMD Ryzen 3 2200G
49th
7
22.6 +/- 0.3
AMD Ryzen 7 1700 Eight-Core
49th
7
22.7 +/- 1.0
AMD EPYC 7542 32-Core
48th
4
23.0
Intel Core i7-8700K
48th
3
23.0
2 x AMD EPYC 7742 64-Core
47th
6
23.2 +/- 0.1
AMD EPYC 7262 8-Core
46th
3
23.2
AMD EPYC 7402P 24-Core
45th
5
23.3
AMD EPYC 7502P 32-Core
45th
5
23.3
Intel Core i7-4790K
45th
3
23.3 +/- 0.2
AMD EPYC 7452 32-Core
44th
5
23.4
AMD EPYC 7702 64-Core
43rd
7
23.4
AMD EPYC 7302P 16-Core
43rd
5
23.6
AMD EPYC 7642 48-Core
42nd
5
23.7
AMD EPYC 7552 48-Core
41st
5
23.7
AMD EPYC 7662 64-Core
40th
5
23.7
AMD EPYC 7532 32-Core
40th
5
23.7
AMD Ryzen 7 2700 Eight-Core
40th
3
24.0 +/- 0.9
Intel Core i7-7700K
39th
3
24.1
Intel Core i7-9750H
39th
4
24.3 +/- 0.3
AMD Ryzen 3 3200U
39th
3
24.3 +/- 0.3
AMD EPYC 7282 16-Core
38th
5
24.4
AMD EPYC 7232P 8-Core
38th
5
24.4
AMD EPYC 7272 12-Core
37th
3
24.6
AMD EPYC 7252 8-Core
37th
3
24.6
AMD EPYC 7352 24-Core
36th
5
24.8
Intel Core i7-6800K
35th
6
25.1 +/- 0.1
Intel Core i3-10100
35th
3
25.2
Intel Xeon E3-1270 v5
34th
3
25.4
Intel Core i7-5775C
33rd
4
25.6 +/- 0.2
Intel Core i5-4670
33rd
3
25.6 +/- 0.1
Intel Xeon E5-1680 v3
33rd
3
25.6 +/- 0.1
Intel Xeon E3-1275 v6
32nd
3
25.8 +/- 0.1
Intel Core i7-1065G7
32nd
9
25.8 +/- 0.1
AMD EPYC 7601 32-Core
31st
3
25.8
Intel Xeon E3-1231 v3
31st
3
25.9 +/- 0.5
Intel Core i5-7600K
30th
3
25.9
Intel Core i7-8565U
29th
8
26.1 +/- 0.2
Intel Core i7-4960X
29th
6
26.1 +/- 0.1
Intel Core i5-9400F
28th
3
26.6
Intel Core i9-10980XE
28th
3
26.7
Intel Core i7-7900X
27th
6
26.8 +/- 0.2
Intel Core i5-8400
26th
3
27.1 +/- 0.1
Intel Xeon E3-1280 v5
26th
3
27.2
Low-Tier
25th
> 27.4
Intel Core i7-3770K
25th
3
27.4 +/- 0.1
Intel Core i7-8550U
25th
6
27.5 +/- 0.6
Intel Core i3-10110U
25th
4
27.5 +/- 0.2
Intel Xeon E-2278GEL
25th
3
27.5
Intel Core i3-7100
24th
6
27.9 +/- 0.1
Intel Xeon E3-1245 v5
23rd
3
28.0 +/- 0.1
AMD EPYC 7551 32-Core
23rd
4
28.3 +/- 0.4
Intel Xeon Gold 5218R
22nd
5
28.4 +/- 0.1
Intel Xeon Gold 6226R
21st
10
28.5 +/- 0.1
2 x Intel Xeon Platinum 8280
20th
9
28.5
Intel Xeon Platinum 8280
20th
3
28.5
Intel Core i7-4770K
20th
5
28.5 +/- 2.8
2 x Intel Xeon Gold 5220R
19th
3
28.5 +/- 0.1
Intel Core i9-7980XE
18th
3
28.7 +/- 0.2
Intel Core i7-5960X
17th
4
28.8 +/- 0.1
Intel Core i3-4130
17th
3
28.8 +/- 0.1
Intel Core i7-10700T
17th
5
28.9
Intel Core i5-3470
16th
3
29.0 +/- 0.1
Intel Core i7-9700TE
16th
4
29.1 +/- 0.1
Intel Core i7-2700K
15th
3
29.2 +/- 0.1
Intel Xeon Silver 4215R
14th
3
29.9
Intel Core i7-5600U
13th
6
30.0 +/- 0.1
Intel Core i5-6500
13th
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
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
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
2nd
4
59.8 +/- 6.2
ARMv8 Cortex-A72 4-Core
2nd
7
65.0 +/- 6.0
OpenBenchmarking.orgDistribution Of Public Results853 Results Range From 13 To 176 Seconds13263952657891104117130143156169182130260390520650

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: 1.34 / 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: 0.42 / 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 Scaling24681216243248640.48540.97081.45621.94162.427

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