Waifu2x-NCNN Vulkan Benchmark - OpenBenchmarking.org

Waifu2x-NCNN is an NCNN neural network implementation of the Waifu2x converter project and accelerated using the Vulkan API. 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 with Vulkan.

To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark waifu2x-ncnn.

* 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 20 June 2021.

Performance Metrics

Waifu2x-NCNN Vulkan 20200818

Scale: 2x - Denoise: 3 - TAA: Yes

OpenBenchmarking.org metrics for this test profile configuration based on 1,798 public results since 20 October 2020 with the latest data as of 18 June 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 Radeon RX 6800 XT

100th

NVIDIA GeForce RTX 3090

89th

222

NVIDIA GeForce RTX 3080

83rd

AMD Radeon RX 6800

83rd

NVIDIA GeForce RTX 2080 Ti

81st

AMD Radeon RX 6700

81st

NVIDIA GeForce RTX 3070

76th

NVIDIA GeForce RTX 2080 SUPER

76th

Mid-Tier

75th

> 4

NVIDIA GeForce RTX 3060 Ti

75th

Zotac NVIDIA GeForce RTX 2080

73rd

AMD Radeon RX 5700 XT

73rd

106

NVIDIA GeForce RTX 2070 SUPER

66th

eVGA NVIDIA GeForce RTX 3060

65th

ASUS NVIDIA GeForce RTX 2070

64th

NVIDIA GeForce RTX 2060 SUPER

63rd

NVIDIA GeForce GTX 1080 Ti

63rd

NVIDIA Quadro RTX 4000

62nd

Sapphire AMD Radeon RX 5600 OEM

60th

6 ^{+/- 1}

NVIDIA Quadro RTX 5000 with Max-Q Design

60th

AMD Radeon RX 5600 XT

60th

NVIDIA GeForce GTX 1080

57th

NVIDIA GeForce RTX 2060

56th

6 ^{+/- 1}

AMD Radeon RX 56

53rd

Gigabyte AMD Radeon RX 5500

51st

MSI AMD Radeon RX 470

51st

Median

50th

AMD Radeon RX 580

44th

159

NVIDIA GeForce GTX 1060

41st

10 ^{+/- 1}

Gigabyte AMD Radeon RX 470

41st

Sapphire AMD Radeon RX 5500

41st

XFX AMD Radeon R9 285

41st

Gigabyte Intel UHD 630

41st

Intel HD 5500

40th

Intel HD 4600

40th

NVIDIA Quadro P2000

37th

eVGA NVIDIA GeForce GTX 950

37th

Sapphire AMD Radeon RX 470

28th

22 ^{+/- 3}

Intel TigerLake GT2

26th

Low-Tier

25th

> 27

Sapphire AMD Radeon RX 550 640SP

20th

Intel UHD 750

19th

Intel Iris Plus G7

16th

53 ^{+/- 1}

Intel UHD 620

4th

78 ^{+/- 2}

Intel UHD P630

4th

Gigabyte AMD Radeon 540

4th

ASUS Intel UHD 630

3rd

101 ^{+/- 1}

Intel 8th Gen Core Gaussian Mixture Model

3rd

103

MSI Intel HD 630

3rd

104

MSI Intel UHD 630

2nd

107

Intel HD P630

2nd

108

MSI Intel HD P530

2nd

112

AMD Radeon RX 460

1st

119

Gigabyte Intel HD 530

1st

120

Intel HD 530

1st

127

ASUS NVIDIA GeForce GT 710

1st

195

Based on OpenBenchmarking.org data, the selected test / test configuration (Waifu2x-NCNN Vulkan 20200818 - Scale: 2x - Denoise: 3 - TAA: Yes) 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.

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.2%.

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 PUNPCKLQDQ CVTDQ2PS CVTSS2SD ADDSD DIVSD CVTSD2SS MOVAPD MULPD CVTPS2PD ADDPD DIVPD CVTPD2PS SUBSD PMULUDQ UCOMISD PSHUFLW PSHUFHW UNPCKLPD CVTDQ2PD MINSD MAXSD XORPD SQRTSD ANDPD CMPLTSD ANDNPD PUNPCKHQDQ PADDQ PSUBQ

SSSE3 (SSSE3)

Used by default on supported hardware.

PSHUFB PABSW PSIGNW PALIGNR

Advanced Vector Extensions (AVX)

Used by default on supported hardware.
Found on Intel processors since Sandy Bridge (2011).
Found on AMD processors since Bulldozer (2011).

VBROADCASTSS VZEROUPPER VINSERTF128 VEXTRACTF128 VPERM2F128 VMASKMOVPS

Advanced Vector Extensions 2 (AVX2)

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

FMA (FMA)

Used by default on supported hardware.
Found on Intel processors since Haswell (2013).
Found on AMD processors since Bulldozer (2011).

VFMADD132PS VFMADD132SS VFMADD231SS VFMADD231PS VFMADD213PS VFNMADD231PS VFMSUB132PS VFNMADD132PS

Last automated analysis: 10 May 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.

nvidia 1 System - 95 Benchmark Results	Intel Xeon W-2235 - Dell 06JWJY - Intel Sky Lake-E DMI3 Registers Ubuntu 20.04 - 5.8.0-55-generic - GNOME Shell 3.36.9
NVIDIA GPU Compute 1 System - 171 Benchmark Results	AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 21.04 - 5.11.0-17-generic - GNOME Shell 3.38.4
May EO 2021 GPUs 4 Systems - 73 Benchmark Results	AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 21.04 - 5.13.0-051300rc3daily20210525-generic - GNOME Shell 3.38.4
May EO 2021 GPUs 1 System - 70 Benchmark Results	AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 21.04 - 5.13.0-051300rc3daily20210525-generic - GNOME Shell 3.38.4
May 2021 GPUs 1 System - 61 Benchmark Results	AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 21.04 - 5.13.0-051300rc3daily20210525-generic - GNOME Shell 3.38.4
kali 1 System - 29 Benchmark Results	Intel Xeon E-2288G - Intel 440BX - Intel 440BX Kali 2021.1 - 5.10.0-kali7-amd64 - Xfce 4.16
ryzen-5-5500u-linux-ubuntu 1 System - 138 Benchmark Results	AMD Ryzen 5 5500U - LENOVO LNVNB161216 - AMD Renoir Root Complex Ubuntu 21.04 - 5.11.0-17-generic - GNOME Shell 3.38.4
ryzen-5-5500u-linux-ubuntu 2 Systems - 138 Benchmark Results	AMD Ryzen 5 5500U - LENOVO LNVNB161216 - AMD Renoir Root Complex Ubuntu 21.04 - 5.11.0-17-generic - GNOME Shell 3.38.4
Ryzen 5 5500U Linux Ubuntu 1 System - 138 Benchmark Results	AMD Ryzen 5 5500U - LENOVO LNVNB161216 - AMD Renoir Root Complex Ubuntu 21.04 - 5.11.0-17-generic - GNOME Shell 3.38.4
Ubuntu 21.04 Laptops 5 Systems - 190 Benchmark Results	Intel Core i7-8565U - Dell 0KTW76 - Intel Cannon Point-LP Ubuntu 21.04 - 5.11.0-17-generic - GNOME Shell 3.38.4
Lenovo Ryzen 5 5500U Windows 10 1 System - 153 Benchmark Results	AMD Ryzen 5 5500U - LENOVO LNVNB161216 - 2 x 4096 MB 3200MHz 4ATF51264HZ-3G2J1 Microsoft Windows 10 Home Build 19042 - 10.0 - 27.20.14028.6
20210524 1 System - 39 Benchmark Results	Intel 0000 - Gigabyte H81-D3 - Intel 4th Gen Core DRAM Ubuntu 20.04 - 5.8.0-53-generic - GNOME Shell 3.36.7

OnLogic Helix 500 Linux benchmarks 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
Intel Tiger Lake Linux 5.11/5.12 Tests Featured Kernel Comparison	Intel Core i7-1165G7 - Dell 0GG9PT - Intel Tiger Lake-LP Ubuntu 20.10 - 5.11.0-051100-generic - GNOME Shell 3.38.2
5900X AMD Linux 5.12 KFence Overhead Test 3 Systems - 67 Benchmark Results	AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.04 - 5.12.0-051200rc7daily20210418-generic - GNOME Shell 3.36.7
3800XT october 3 Systems - 25 Benchmark Results	AMD Ryzen 7 3800XT 8-Core - ASRock X570 Pro4 - AMD Starship Ubuntu 20.04 - 5.9.0-050900rc7daily20201003-generic - GNOME Shell 3.36.4
February 2021 Vulkan Compute 9 Systems - 5 Benchmark Results	AMD Ryzen 9 5950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.10 - 5.8.0-41-generic - GNOME Shell 3.38.2
Ryzen 3 2200G 2021 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
Intel Tiger Lake Driver Comparison 4 Systems - 36 Benchmark Results	Intel Core i7-1165G7 - Dell 0GG9PT - Intel Tiger Lake-LP Ubuntu 20.10 - 5.10.0-051000rc6-generic - GNOME Shell 3.38.1
10980XE October 3 Systems - 12 Benchmark Results	Intel Core i9-10980XE - ASRock X299 Steel Legend - Intel Sky Lake-E DMI3 Registers Ubuntu 20.04 - 5.4.0-48-generic - GNOME Shell 3.36.4
Ryzen 9 5900X LInux 5.11 Featured Kernel Comparison	AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.10 - 5.10.0-051000daily20201222-generic - GNOME Shell 3.38.1
System76 Thelio Major 3990X Pop OS 2 Systems - 297 Benchmark Results	AMD Ryzen Threadripper 3990X 64-Core - System76 Thelio Major - AMD Starship Pop 20.10 - 5.8.0-7625-generic - GNOME Shell 3.38.1
GM-1000, Karbon 700, CompuLab Airtop PCs 4 Systems - 513 Benchmark Results	Intel Core i7-9700TE - C OZE GM-1000 v0.0.01.001 - Intel Cannon Lake PCH Ubuntu 20.10 - 5.8.0-25-generic - GNOME Shell 3.38.1
NVIDIA Linux GPU Benchmarks 2021 12 Systems - 59 Benchmark Results	AMD Ryzen 9 5950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.10 - 5.8.0-41-generic - GNOME Shell 3.38.2

Waifu2x-NCNN Vulkan

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Performance Metrics

Waifu2x-NCNN Vulkan 20200818

Scale: 2x - Denoise: 3 - TAA: Yes

Notable Instruction Set Usage

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