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.

* 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 Sun, 07 Mar 2021 19:43:24 GMT.

Performance Metrics

Waifu2x-NCNN Vulkan 20200818

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

OpenBenchmarking.org metrics for this test profile configuration based on 1,332 public results since 20 October 2020 with the latest data as of 5 March 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 Radeon RX 6800 XT

100th

NVIDIA GeForce RTX 3080

93rd

NVIDIA GeForce RTX 2080 Ti

91st

NVIDIA GeForce RTX 2080 SUPER

85th

NVIDIA GeForce RTX 3060 Ti

84th

Zotac NVIDIA GeForce RTX 2080

83rd

AMD Radeon RX 5700 XT

82nd

138

Mid-Tier

75th

> 5

NVIDIA GeForce RTX 2070 SUPER

71st

ASUS NVIDIA GeForce RTX 2070

68th

NVIDIA GeForce RTX 2060 SUPER

68th

NVIDIA GeForce GTX 1080 Ti

68th

NVIDIA Quadro RTX 4000

67th

Sapphire AMD Radeon RX 5600 OEM

67th

6 ^{+/- 1}

NVIDIA Quadro RTX 5000 with Max-Q Design

65th

AMD Radeon RX 5600 XT

65th

NVIDIA GeForce GTX 1080

59th

NVIDIA GeForce RTX 2060

57th

6 ^{+/- 1}

AMD Radeon RX 56

56th

Gigabyte AMD Radeon RX 5500

54th

MSI AMD Radeon RX 470

53rd

Median

50th

AMD Radeon RX 580

43rd

207

NVIDIA GeForce GTX 1060

38th

10 ^{+/- 1}

Gigabyte AMD Radeon RX 470

37th

Sapphire AMD Radeon RX 5500

37th

XFX AMD Radeon R9 285

37th

Gigabyte Intel UHD 630

36th

Intel HD 5500

36th

Intel HD 4600

36th

NVIDIA Quadro P2000

30th

eVGA NVIDIA GeForce GTX 950

30th

Sapphire AMD Radeon RX 470

27th

22 ^{+/- 3}

Low-Tier

25th

> 27

Sapphire AMD Radeon RX 550 640SP

23rd

Intel Iris Plus G7

22nd

51 ^{+/- 2}

Intel UHD 620

6th

78 ^{+/- 2}

Intel UHD P630

6th

Gigabyte AMD Radeon 540

5th

ASUS Intel UHD 630

4th

101 ^{+/- 1}

Intel 8th Gen Core Gaussian Mixture Model

4th

103

MSI Intel HD 630

3rd

104

MSI Intel UHD 630

3rd

107

Intel HD P630

3rd

108

MSI Intel HD P530

2nd

112

AMD Radeon RX 460

2nd

119

Gigabyte Intel HD 530

2nd

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 0.3%.

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: 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.

March 2021 Linux Vulkan, RT, Compute Featured Graphics Comparison	NVIDIA GeForce RTX 3060 Ti 8GB - NVIDIA GeForce RTX 3080 10GB - NVIDIA GeForce RTX 2080 Ti 11GB
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
Intel Tiger Lake Linux 5.11/5.12 Tests 4 Systems - 28 Benchmark Results	Intel Core i7-1165G7 - Dell 0GG9PT - Intel Tiger Lake-LP Ubuntu 20.10 - 5.11.0-051100daily20210228-generic - GNOME Shell 3.38.2
Intel Tiger Lake Linux 5.11/5.12 Tests Featured Kernel Comparison	5.10.0-051000-generic - 5.11.0-051100-generic - 5.11.0-051100daily20210228-generic
Tiger Lake Linux Mesa Comparison 2 Systems - 28 Benchmark Results	Intel Core i7-1165G7 - Dell 0GG9PT - Intel Tiger Lake-LP Ubuntu 20.10 - 5.8.0-44-generic - GNOME Shell 3.38.2
Ubuntu 20.04 Performance 1 System - 11 Benchmark Results	AMD Ryzen 5 3400G - Gigabyte B450 I AORUS PRO WIFI-CF - AMD Raven Ubuntu 20.04 - 5.4.0-66-generic - KDE Plasma 5.18.5
Ubuntu 20.04 Benchmarks 1 System - 2 Benchmark Results	AMD Ryzen 5 3400G - Gigabyte B450 I AORUS PRO WIFI-CF - AMD Raven Ubuntu 20.04 - 5.4.0-66-generic - KDE Plasma 5.18.5
AMD Ryzen 5 3400G On Ubuntu 20.04 1 System - 2 Benchmark Results	AMD Ryzen 5 3400G - Gigabyte B450 I AORUS PRO WIFI-CF - AMD Raven Ubuntu 20.04 - 5.4.0-66-generic - KDE Plasma 5.18.5
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
HP Zbook Ubuntu Linux vs. Windows 3 Systems - 94 Benchmark Results	Intel Core i9-10885H - HP 8736 - 2 x 16384 MB 2933MHz Samsung K4ABG165WA-MCWE Microsoft Windows 10 Pro Build 19042 - 10.0 - 452.25
HP Zbook Ubuntu 20.04 LTS 2 Systems - 95 Benchmark Results	Intel Core i9-10885H - HP 8736 - 2 x 16384 MB 2933MHz Samsung K4ABG165WA-MCWE Microsoft Windows 10 Pro Build 19042 - 10.0 - 452.25
waifu2x-ncnn15022021 1 System - 1 Benchmark Result	AMD Ryzen 7 3700X 8-Core - Gigabyte B450M S2H - AMD Starship Linuxmint 20.1 - 5.8.0-43-generic - Cinnamon 4.8.6

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
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
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
7700k okt 3 Systems - 12 Benchmark Results	Intel Core i7-7700K - MSI Z270-A PRO - Intel Xeon E3-1200 v6 Ubuntu 20.04 - 5.9.0-050900rc8daily20201011-generic - GNOME Shell 3.36.4
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
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
TR 3960X New Tests October1 3 Systems - 13 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
Tiger Lake Linux Mesa Comparison 2 Systems - 28 Benchmark Results	Intel Core i7-1165G7 - Dell 0GG9PT - Intel Tiger Lake-LP Ubuntu 20.10 - 5.8.0-44-generic - GNOME Shell 3.38.2
Ryzen 9 5950X OpenMandriva 2 Systems - 71 Benchmark Results	AMD Ryzen 9 5950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship OpenMandrivaLinux 4.2 - 5.10.3-desktop-2omv4002 - KDE Plasma 5.20.4
5600X New 2021 4 Systems - 91 Benchmark Results	AMD Ryzen 5 5600X 6-Core - ASUS TUF GAMING B550M-PLUS - AMD Starship Ubuntu 20.10 - 5.10.4-051004-generic - GNOME Shell 3.38.1
2970WX O 3 Systems - 13 Benchmark Results	AMD Ryzen Threadripper 2970WX 24-Core - Gigabyte X399 AORUS Gaming 7 - AMD 17h Ubuntu 20.04 - 5.9.0-050900rc6daily20200926-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 - 5.10.2-051002-generic - GNOME Shell 3.38.1

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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