RealSR-NCNN

RealSR-NCNN is an NCNN neural network implementation of the RealSR project and accelerated using the Vulkan API. RealSR is the Real-World Super Resolution via Kernel Estimation and Noise Injection. NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. This test profile times how long it takes to increase the resolution of a sample image by a scale of 4x with Vulkan.

To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark realsr-ncnn.

Project Site

github.com

Test Created

24 September 2020

Last Updated

24 September 2020

Test Maintainer

Michael Larabel 

Test Type

Graphics

Average Install Time

2 Seconds

Average Run Time

8 Minutes, 1 Second

Test Dependencies

Vulkan

Supported Platforms

Supported Architectures

x86_64

Public Result UploadsReported Installs*Test Completions*OpenBenchmarking.orgEventsRealSR-NCNN Popularity Statisticspts/realsr-ncnn2020.092020.102020.112020.122021.012021.022021.032021.042004006008001000
* 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 Fri, 09 Apr 2021 13:27:11 GMT.
No57.3%Yes42.7%TAA Option PopularityOpenBenchmarking.org

Revision History

pts/realsr-ncnn-1.0.0   [View Source]   Thu, 24 Sep 2020 17:11:49 GMT
Initial commit of RealSR-NCNN Vulkan.

Suites Using This Test

NVIDIA GPU Compute

Vulkan Compute


Performance Metrics

Analyze Test Configuration:

RealSR-NCNN 20200818

Scale: 4x - TAA: No

OpenBenchmarking.org metrics for this test profile configuration based on 3,459 public results since 24 September 2020 with the latest data as of 9 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)
Mid-Tier
75th
> 12
60th
545
21 +/- 1
54th
109
25
Median
50th
26
47th
3
29 +/- 2
47th
8
38 +/- 1
40th
4
59 +/- 1
Low-Tier
25th
> 113
22nd
10
152 +/- 15
3rd
123
191 +/- 22
1st
3
320 +/- 1
OpenBenchmarking.orgDistribution Of Public Results - Scale: 4x - TAA: No3429 Results Range From 4 To 979 Seconds4356697128159190221252283314345376407438469500531562593624655686717748779810841872903934965996400800120016002000

Based on OpenBenchmarking.org data, the selected test / test configuration (RealSR-NCNN 20200818 - Scale: 4x - TAA: No) has an average run-time of 4 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 BenchmarkScale: 4x - TAA: NoRun-Time510152025Min: 1 / Avg: 3.96 / Max: 21

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 1.7%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsScale: 4x - TAA: NoDeviation48121620Min: 0 / Avg: 1.74 / Max: 14

Notable Instruction Set Usage

Notable instruction set extensions supported by this test, based on an automatic analysis by the Phoronix Test Suite / OpenBenchmarking.org analytics engine.

Instruction Set
Support
Instructions Detected
SSE2 (SSE2)
Used by default on supported hardware.
 
MOVD CVTSI2SD MULSD CVTTSD2SI PSHUFD MOVDQA MOVDQU PSLLDQ PSRLDQ CVTSS2SD PUNPCKLQDQ CVTDQ2PS ADDSD DIVSD CVTSD2SS MOVAPD MULPD CVTPS2PD CVTPD2PS UNPCKLPD SUBSD UCOMISD PMULUDQ PSHUFLW PSHUFHW CVTDQ2PD DIVPD ADDPD MINSD MAXSD XORPD ANDPD CMPLTSD ANDNPD SQRTSD ORPD PUNPCKHQDQ PADDQ PSUBQ
SSSE3 (SSSE3)
Used by default on supported hardware.
 
PSHUFB PABSW PSIGNW PALIGNR
Used by default on supported hardware.
Found on Intel processors since Sandy Bridge (2011).
Found on AMD processors since Bulldozer (2011).

 
VZEROUPPER VBROADCASTSS VINSERTF128 VEXTRACTF128 VPERM2F128 VMASKMOVPS
Used by default on supported hardware.
Found on Intel processors since Haswell (2013).
Found on AMD processors since Excavator (2016).

 
VINSERTI128 VPERMQ VEXTRACTI128 VPERM2I128 VGATHERDPS VPERMD VPBROADCASTD
FMA (FMA)
Used by default on supported hardware.
Found on Intel processors since Haswell (2013).
Found on AMD processors since Bulldozer (2011).

 
VFMADD132PS VFMADD213PS VFNMADD231PS VFMADD132SS VFMADD231SS VFMADD231PS VFMSUB132PS VFNMADD132PS
Last automated analysis: 31 January 2021

This test profile binary relies on the shared libraries libc.so.6, libvulkan.so.1, libgomp.so.1, libpthread.so.0, libm.so.6, libmvec.so.1, libdl.so.2.

Recent Test Results

OpenBenchmarking.org Results Compare

1 System - 13 Benchmark Results

Intel Core i9-11900K - ASUS ROG MAXIMUS XIII HERO - 2 x 16384 MB 3200MHz Corsair CMK32GX4M2Z3600C18

Microsoft Windows 10 Pro Build 19042 - 10.0 - 27.20.100.9316

1 System - 9 Benchmark Results

AMD Ryzen Threadripper 3970X 32-Core - ASRock TRX40 Creator - AMD Starship

Debian 10 - 4.19.0-16-amd64 - GNOME Shell 3.30.2

3 Systems - 99 Benchmark Results

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

Ubuntu 20.04 - 5.8.0-48-generic - GNOME Shell 3.36.7

3 Systems - 100 Benchmark Results

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

Ubuntu 20.04 - 5.8.0-48-generic - GNOME Shell 3.36.7

1 System - 100 Benchmark Results

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

Ubuntu 20.04 - 5.8.0-48-generic - GNOME Shell 3.36.7

4 Systems - 138 Benchmark Results

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1 System - 119 Benchmark Results

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

Fedora 34 - 5.11.9-300.fc34.x86_64 - GNOME Shell 40.0

1 System - 1 Benchmark Result

AMD Ryzen 7 3700X 8-Core - MSI B450 TOMAHAWK MAX - 2 x 16384 MB 3600MHz F4-3600C17-16GTZSW

Microsoft Windows 10 Education Build 19042 - 10.0 - 461.72

2 Systems - 23 Benchmark Results

AMD Ryzen 7 3800X 8-Core - ASUS ROG STRIX B550-F GAMING - AMD Starship

Pop 20.10 - 5.8.0-7642-generic - GNOME Shell 3.38.3

1 System - 23 Benchmark Results

AMD Ryzen 7 3800X 8-Core - ASUS ROG STRIX B550-F GAMING - AMD Starship

Pop 20.10 - 5.8.0-7642-generic - GNOME Shell 3.38.3

12 Systems - 59 Benchmark Results

AMD Ryzen 9 5950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship

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Most Popular Test Results

OpenBenchmarking.org Results Compare

2 Systems - 151 Benchmark Results

Intel Xeon E-2278GEL - Logic Supply RXM-181 - Intel Cannon Lake PCH

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

3 Systems - 174 Benchmark Results

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

Fedora 32 - 5.8.11-200.fc32.x86_64 - GNOME Shell 3.36.6

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

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 - 202 Benchmark Results

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

Ubuntu 20.04 - 5.4.0-28-generic - GNOME Shell 3.36.1

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

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

4 Systems - 99 Benchmark Results

Intel Core i7-1165G7 - Dell 0GG9PT - Intel Device a0ef

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

3 Systems - 75 Benchmark Results

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Ubuntu 20.04 - 5.4.0-48-generic - GNOME Shell 3.36.3

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