NVIDIA Linux GPU Performance Comptue RTX 30 RTX 20
Benchmarks by Michael Larabel for a future article.


RTX 3060 TI: 

	Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3003 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600, Graphics: NVIDIA GeForce RTX 3060 Ti 8GB (1665/7000MHz), Audio: NVIDIA Device 228b, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200

	OS: Ubuntu 20.04, Kernel: 5.4.0-58-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 460.27.04, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.2.66, Vulkan: 1.2.155, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160

RTX 3080: 

	Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3003 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600, Graphics: NVIDIA GeForce RTX 3080 10GB (1710/9501MHz), Audio: NVIDIA Device 1aef, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200

	OS: Ubuntu 20.04, Kernel: 5.4.0-58-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 460.27.04, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.2.66, Vulkan: 1.2.155, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160

RTX 2080 Ti: 

	Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3003 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600, Graphics: NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz), Audio: NVIDIA TU102 HD Audio, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200

	OS: Ubuntu 20.04, Kernel: 5.4.0-58-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 460.27.04, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.2.66, Vulkan: 1.2.155, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160

RTX 2070 SUPER: 

	Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3003 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600, Graphics: NVIDIA GeForce RTX 2070 SUPER 8GB (1605/7000MHz), Audio: NVIDIA TU104 HD Audio, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200

	OS: Ubuntu 20.04, Kernel: 5.4.0-58-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 460.27.04, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.2.66, Vulkan: 1.2.155, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160

RTX 2080 SUPER: 

	Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3003 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600, Graphics: NVIDIA GeForce RTX 2080 SUPER 8GB (1650/7750MHz), Audio: NVIDIA TU104 HD Audio, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200

	OS: Ubuntu 20.04, Kernel: 5.4.0-58-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 460.27.04, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.2.66, Vulkan: 1.2.155, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160

TITAN RTX: 

	Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3003 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600, Graphics: NVIDIA TITAN RTX 24GB (1350/7000MHz), Audio: NVIDIA TU102 HD Audio, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200

	OS: Ubuntu 20.04, Kernel: 5.4.0-58-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 460.27.04, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.2.66, Vulkan: 1.2.155, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160

RTX 2080: 

	Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3003 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600, Graphics: Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz), Audio: NVIDIA TU104 HD Audio, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200

	OS: Ubuntu 20.04, Kernel: 5.4.0-58-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 460.27.04, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.2.66, Vulkan: 1.2.155, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160

RTX 2060 SUPER: 

	Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3003 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600, Graphics: NVIDIA GeForce RTX 2060 SUPER 8GB (1470/7000MHz), Audio: NVIDIA TU106 HD Audio, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200

	OS: Ubuntu 20.04, Kernel: 5.4.0-58-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 460.27.04, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.2.66, Vulkan: 1.2.155, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160

RTX 2070: 

	Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3003 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600, Graphics: ASUS NVIDIA GeForce RTX 2070 8GB (435/405MHz), Audio: NVIDIA TU106 HD Audio, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200

	OS: Ubuntu 20.04, Kernel: 5.4.0-58-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 460.27.04, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.2.66, Vulkan: 1.2.155, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160

RTX 2060: 

	Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3003 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600, Graphics: NVIDIA GeForce RTX 2060 6GB (1365/7000MHz), Audio: NVIDIA TU106 HD Audio, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200

	OS: Ubuntu 20.04, Kernel: 5.4.0-58-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 460.27.04, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.2.66, Vulkan: 1.2.155, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160


ArrayFire 3.7
Test: Conjugate Gradient OpenCL
ms < Lower Is Better
RTX 3060 TI .... 2.092 |===========================================
RTX 3080 ....... 1.557 |================================
RTX 2080 Ti .... 1.670 |===================================
RTX 2070 SUPER . 2.060 |===========================================
RTX 2080 SUPER . 1.893 |=======================================
TITAN RTX ...... 1.637 |==================================
RTX 2080 ....... 2.072 |===========================================
RTX 2060 SUPER . 2.073 |===========================================
RTX 2070 ....... 2.086 |===========================================
RTX 2060 ....... 2.650 |=======================================================


Betsy GPU Compressor 1.1 Beta
Codec: ETC1 - Quality: Highest
Seconds < Lower Is Better
RTX 3060 TI .... 4.358 |=======================================
RTX 3080 ....... 2.701 |========================
RTX 2080 Ti .... 3.177 |============================
RTX 2070 SUPER . 4.824 |===========================================
RTX 2080 SUPER . 4.004 |====================================
TITAN RTX ...... 3.043 |===========================
RTX 2080 ....... 4.375 |=======================================
RTX 2060 SUPER . 5.451 |================================================
RTX 2070 ....... 5.309 |===============================================
RTX 2060 ....... 6.189 |=======================================================


Betsy GPU Compressor 1.1 Beta
Codec: ETC2 RGB - Quality: Highest
Seconds < Lower Is Better
RTX 3060 TI .... 6.040 |======================================
RTX 3080 ....... 3.664 |=======================
RTX 2070 SUPER . 6.653 |==========================================
RTX 2080 SUPER . 5.507 |===================================
TITAN RTX ...... 4.116 |==========================
RTX 2080 ....... 6.153 |=======================================
RTX 2060 SUPER . 7.733 |=================================================
RTX 2070 ....... 7.646 |================================================
RTX 2060 ....... 8.748 |=======================================================


Blender 2.90
Blend File: BMW27 - Compute: NVIDIA OptiX
Seconds < Lower Is Better
RTX 3060 TI .... 20.15 |===============================
RTX 3080 ....... 11.48 |=================
RTX 2080 Ti .... 21.67 |=================================
RTX 2070 SUPER . 25.44 |=======================================
RTX 2080 SUPER . 25.22 |======================================
TITAN RTX ...... 18.64 |============================
RTX 2080 ....... 26.24 |========================================
RTX 2060 SUPER . 30.90 |===============================================
RTX 2070 ....... 31.34 |================================================
RTX 2060 ....... 36.27 |=======================================================


Blender 2.90
Blend File: Classroom - Compute: NVIDIA OptiX
Seconds < Lower Is Better
RTX 3060 TI .... 56.33  |=====================
RTX 3080 ....... 38.85  |==============
RTX 2080 Ti .... 73.99  |===========================
RTX 2070 SUPER . 89.12  |================================
RTX 2080 SUPER . 81.14  |==============================
TITAN RTX ...... 73.40  |===========================
RTX 2080 ....... 86.13  |===============================
RTX 2060 SUPER . 144.40 |=====================================================
RTX 2070 ....... 148.17 |======================================================
RTX 2060 ....... 147.65 |======================================================


Blender 2.90
Blend File: Fishy Cat - Compute: NVIDIA OptiX
Seconds < Lower Is Better
RTX 3060 TI .... 36.74 |==============================
RTX 3080 ....... 21.48 |==================
RTX 2080 Ti .... 32.80 |===========================
RTX 2070 SUPER . 48.03 |=======================================
RTX 2080 SUPER . 42.60 |===================================
TITAN RTX ...... 31.72 |==========================
RTX 2080 ....... 45.51 |=====================================
RTX 2060 SUPER . 58.94 |================================================
RTX 2070 ....... 58.34 |================================================
RTX 2060 ....... 67.13 |=======================================================


Blender 2.90
Blend File: Barbershop - Compute: NVIDIA OptiX
Seconds < Lower Is Better
RTX 3060 TI .... 565.99  |================
RTX 3080 ....... 421.51  |============
RTX 2080 Ti .... 899.14  |==========================
RTX 2070 SUPER . 996.82  |=============================
RTX 2080 SUPER . 911.32  |==========================
TITAN RTX ...... 905.22  |==========================
RTX 2080 ....... 971.62  |============================
RTX 2060 SUPER . 1758.17 |===================================================
RTX 2070 ....... 1826.30 |=====================================================
RTX 2060 ....... 1779.46 |====================================================


Blender 2.90
Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX
Seconds < Lower Is Better
RTX 3060 TI .... 84.95  |======================
RTX 3080 ....... 55.63  |===============
RTX 2080 Ti .... 103.97 |===========================
RTX 2070 SUPER . 132.73 |===================================
RTX 2080 SUPER . 126.93 |=================================
TITAN RTX ...... 102.51 |===========================
RTX 2080 ....... 132.90 |===================================
RTX 2060 SUPER . 194.41 |===================================================
RTX 2070 ....... 198.63 |====================================================
RTX 2060 ....... 206.86 |======================================================


cl-mem 2017-01-13
Benchmark: Copy
GB/s > Higher Is Better
RTX 3060 TI .... 294.1 |==============================================
RTX 3080 ....... 354.7 |=======================================================
RTX 2080 Ti .... 324.0 |==================================================
RTX 2070 SUPER . 292.3 |=============================================
RTX 2080 SUPER . 302.0 |===============================================
TITAN RTX ...... 320.8 |==================================================
RTX 2080 ....... 290.5 |=============================================
RTX 2060 SUPER . 288.3 |=============================================
RTX 2070 ....... 285.7 |============================================
RTX 2060 ....... 239.5 |=====================================


cl-mem 2017-01-13
Benchmark: Read
GB/s > Higher Is Better
RTX 3060 TI .... 392.8 |================================
RTX 3080 ....... 674.2 |=======================================================
RTX 2080 Ti .... 545.6 |=============================================
RTX 2070 SUPER . 397.1 |================================
RTX 2080 SUPER . 437.8 |====================================
TITAN RTX ...... 568.2 |==============================================
RTX 2080 ....... 397.1 |================================
RTX 2060 SUPER . 397.1 |================================
RTX 2070 ....... 397.1 |================================
RTX 2060 ....... 297.5 |========================


cl-mem 2017-01-13
Benchmark: Write
GB/s > Higher Is Better
RTX 3060 TI .... 384.3 |=================================
RTX 3080 ....... 645.3 |=======================================================
RTX 2080 Ti .... 446.6 |======================================
RTX 2070 SUPER . 320.6 |===========================
RTX 2080 SUPER . 350.8 |==============================
TITAN RTX ...... 495.4 |==========================================
RTX 2080 ....... 331.9 |============================
RTX 2060 SUPER . 340.1 |=============================
RTX 2070 ....... 323.9 |============================
RTX 2060 ....... 251.6 |=====================


clpeak
OpenCL Test: Integer Compute INT
GIOPS > Higher Is Better
RTX 3060 TI .... 8365.85  |============================
RTX 3080 ....... 15586.03 |====================================================
RTX 2080 Ti .... 13432.89 |=============================================
RTX 2070 SUPER . 8551.57  |=============================
RTX 2080 SUPER . 10244.08 |==================================
TITAN RTX ...... 13791.91 |==============================================
RTX 2080 ....... 9330.83  |===============================
RTX 2060 SUPER . 6956.55  |=======================
RTX 2070 ....... 7094.24  |========================
RTX 2060 ....... 5224.68  |=================


clpeak
OpenCL Test: Single-Precision Float
GFLOPS > Higher Is Better
RTX 3060 TI .... 16033.64 |============================
RTX 3080 ....... 29490.81 |====================================================
RTX 2080 Ti .... 12677.18 |======================
RTX 2070 SUPER . 8591.77  |===============
RTX 2080 SUPER . 10347.92 |==================
TITAN RTX ...... 14109.68 |=========================
RTX 2080 ....... 8860.55  |================
RTX 2060 SUPER . 6985.02  |============
RTX 2070 ....... 7190.53  |=============
RTX 2060 ....... 5369.81  |=========


clpeak
OpenCL Test: Double-Precision Double
GFLOPS > Higher Is Better
RTX 3060 TI .... 306.12 |==============================
RTX 3080 ....... 545.91 |======================================================
RTX 2080 Ti .... 519.03 |===================================================
RTX 2070 SUPER . 309.27 |===============================
RTX 2080 SUPER . 373.96 |=====================================
TITAN RTX ...... 545.22 |======================================================
RTX 2080 ....... 344.68 |==================================
RTX 2060 SUPER . 261.53 |==========================
RTX 2070 ....... 268.18 |===========================
RTX 2060 ....... 231.27 |=======================


clpeak
OpenCL Test: Global Memory Bandwidth
GBPS > Higher Is Better
RTX 3060 TI .... 389.18 |================================
RTX 3080 ....... 662.24 |======================================================
RTX 2080 Ti .... 508.00 |=========================================
RTX 2070 SUPER . 370.17 |==============================
RTX 2080 SUPER . 405.68 |=================================
TITAN RTX ...... 530.48 |===========================================
RTX 2080 ....... 369.65 |==============================
RTX 2060 SUPER . 369.42 |==============================
RTX 2070 ....... 369.14 |==============================
RTX 2060 ....... 277.40 |=======================


FAHBench 2.3.2

Ns Per Day > Higher Is Better
RTX 3060 TI .... 235.72 |========================================
RTX 3080 ....... 320.66 |======================================================
RTX 2080 Ti .... 304.04 |===================================================
RTX 2070 SUPER . 229.76 |=======================================
RTX 2080 SUPER . 260.90 |============================================
TITAN RTX ...... 307.03 |====================================================
RTX 2080 ....... 244.42 |=========================================
RTX 2060 SUPER . 207.08 |===================================
RTX 2070 ....... 205.23 |===================================
RTX 2060 ....... 183.29 |===============================


FinanceBench 2016-06-06
Benchmark: Black-Scholes OpenCL
ms < Lower Is Better
RTX 3060 TI .... 8.328  |====================================
RTX 3080 ....... 4.869  |=====================
RTX 2080 Ti .... 6.014  |==========================
RTX 2070 SUPER . 8.224  |===================================
RTX 2080 SUPER . 6.749  |=============================
TITAN RTX ...... 5.691  |========================
RTX 2080 ....... 7.620  |=================================
RTX 2060 SUPER . 10.454 |=============================================
RTX 2070 ....... 10.225 |============================================
RTX 2060 ....... 12.565 |======================================================


Hashcat 6.1.1
Benchmark: MD5
H/s > Higher Is Better
RTX 3060 TI .... 32927600000 |============================
RTX 3080 ....... 56429133333 |================================================
RTX 2080 Ti .... 55488333333 |===============================================
RTX 2070 SUPER . 35466033333 |==============================
RTX 2080 SUPER . 43136966667 |====================================
TITAN RTX ...... 58104300000 |=================================================
RTX 2080 ....... 38493233333 |================================
RTX 2060 SUPER . 29272000000 |=========================
RTX 2070 ....... 29955566667 |=========================
RTX 2060 ....... 25930633333 |======================


Hashcat 6.1.1
Benchmark: SHA1
H/s > Higher Is Better
RTX 3060 TI .... 11103733333 |============================
RTX 3080 ....... 19151100000 |=================================================
RTX 2080 Ti .... 17751300000 |=============================================
RTX 2070 SUPER . 11183366667 |=============================
RTX 2080 SUPER . 13653000000 |===================================
TITAN RTX ...... 18576400000 |================================================
RTX 2080 ....... 12203533333 |===============================
RTX 2060 SUPER . 9314900000  |========================
RTX 2070 ....... 9535466667  |========================
RTX 2060 ....... 8248933333  |=====================


Hashcat 6.1.1
Benchmark: 7-Zip
H/s > Higher Is Better
RTX 3060 TI .... 581300 |================================
RTX 3080 ....... 981300 |======================================================
RTX 2080 Ti .... 885300 |=================================================
RTX 2070 SUPER . 593700 |=================================
RTX 2080 SUPER . 711967 |=======================================
TITAN RTX ...... 937233 |====================================================
RTX 2080 ....... 637367 |===================================
RTX 2060 SUPER . 490533 |===========================
RTX 2070 ....... 500233 |============================
RTX 2060 ....... 439000 |========================


Hashcat 6.1.1
Benchmark: SHA-512
H/s > Higher Is Better
RTX 3060 TI .... 1406900000 |=============================
RTX 3080 ....... 2426033333 |==================================================
RTX 2080 Ti .... 2241700000 |==============================================
RTX 2070 SUPER . 1426733333 |=============================
RTX 2080 SUPER . 1734100000 |====================================
TITAN RTX ...... 2350366667 |================================================
RTX 2080 ....... 1559500000 |================================
RTX 2060 SUPER . 1183433333 |========================
RTX 2070 ....... 1213266667 |=========================
RTX 2060 ....... 1049366667 |======================


Hashcat 6.1.1
Benchmark: TrueCrypt RIPEMD160 + XTS
H/s > Higher Is Better
RTX 3060 TI .... 427100 |================================
RTX 3080 ....... 723200 |======================================================
RTX 2080 Ti .... 657967 |=================================================
RTX 2070 SUPER . 423733 |================================
RTX 2080 SUPER . 527287 |=======================================
TITAN RTX ...... 688167 |===================================================
RTX 2080 ....... 461367 |==================================
RTX 2060 SUPER . 349600 |==========================
RTX 2070 ....... 356700 |===========================
RTX 2060 ....... 311800 |=======================


LeelaChessZero 0.26
Backend: OpenCL
Nodes Per Second > Higher Is Better
RTX 3060 TI .... 16799 |=================================================
RTX 3080 ....... 18668 |=======================================================
RTX 2080 Ti .... 16952 |==================================================
RTX 2070 SUPER . 12841 |======================================
RTX 2080 SUPER . 14634 |===========================================
TITAN RTX ...... 17009 |==================================================
RTX 2080 ....... 13576 |========================================
RTX 2060 SUPER . 11399 |==================================
RTX 2070 ....... 11495 |==================================
RTX 2060 ....... 9752  |=============================


LuxCoreRender OpenCL 2.3
Scene: DLSC
M samples/sec > Higher Is Better
RTX 3060 TI .... 7.13 |==========================================
RTX 3080 ....... 9.60 |========================================================
RTX 2080 Ti .... 5.53 |================================
RTX 2070 SUPER . 4.32 |=========================
RTX 2080 SUPER . 4.32 |=========================
TITAN RTX ...... 5.95 |===================================
RTX 2080 ....... 4.23 |=========================
RTX 2060 SUPER . 4.19 |========================
RTX 2070 ....... 4.14 |========================
RTX 2060 ....... 3.30 |===================


LuxCoreRender OpenCL 2.3
Scene: Food
M samples/sec > Higher Is Better
RTX 3060 TI .... 2.97 |==========================================
RTX 3080 ....... 4.00 |========================================================
RTX 2080 Ti .... 2.18 |===============================
RTX 2070 SUPER . 1.86 |==========================
RTX 2080 SUPER . 1.97 |============================
TITAN RTX ...... 2.23 |===============================
RTX 2080 ....... 1.88 |==========================
RTX 2060 SUPER . 1.32 |==================
RTX 2070 ....... 1.30 |==================
RTX 2060 ....... 1.21 |=================


LuxCoreRender OpenCL 2.3
Scene: LuxCore Benchmark
M samples/sec > Higher Is Better
RTX 3060 TI .... 5.91 |==========================================
RTX 3080 ....... 7.84 |========================================================
RTX 2080 Ti .... 4.58 |=================================
RTX 2070 SUPER . 3.67 |==========================
RTX 2080 SUPER . 3.60 |==========================
TITAN RTX ...... 5.03 |====================================
RTX 2080 ....... 3.55 |=========================
RTX 2060 SUPER . 3.63 |==========================
RTX 2070 ....... 3.56 |=========================
RTX 2060 ....... 2.80 |====================


LuxCoreRender OpenCL 2.3
Scene: Rainbow Colors and Prism
M samples/sec > Higher Is Better
RTX 3060 TI .... 17.11 |===========================================
RTX 3080 ....... 21.91 |=======================================================
RTX 2080 Ti .... 12.14 |==============================
RTX 2070 SUPER . 10.04 |=========================
RTX 2080 SUPER . 9.19  |=======================
TITAN RTX ...... 13.56 |==================================
RTX 2080 ....... 9.27  |=======================
RTX 2060 SUPER . 11.41 |=============================
RTX 2070 ....... 10.94 |===========================
RTX 2060 ....... 7.98  |====================


MandelGPU 1.3pts1
OpenCL Device: GPU
Samples/sec > Higher Is Better
RTX 3060 TI .... 280941400.2 |==============================
RTX 3080 ....... 421918457.5 |=============================================
RTX 2080 Ti .... 447272306.0 |================================================
RTX 2070 SUPER . 321637774.3 |==================================
RTX 2080 SUPER . 368037096.6 |=======================================
TITAN RTX ...... 460475602.6 |=================================================
RTX 2080 ....... 343080891.1 |=====================================
RTX 2060 SUPER . 278640038.1 |==============================
RTX 2070 ....... 283803060.1 |==============================
RTX 2060 ....... 253858256.7 |===========================


NCNN 20201218
Target: Vulkan GPU - Model: mobilenet
ms < Lower Is Better
RTX 3060 TI .... 12.54 |=====================================================
RTX 3080 ....... 12.78 |======================================================
RTX 2080 Ti .... 12.64 |=====================================================
RTX 2070 SUPER . 12.77 |======================================================
RTX 2080 SUPER . 12.72 |======================================================
TITAN RTX ...... 12.77 |======================================================
RTX 2080 ....... 12.69 |======================================================
RTX 2060 SUPER . 13.04 |=======================================================
RTX 2070 ....... 12.66 |=====================================================
RTX 2060 ....... 12.42 |====================================================


NCNN 20201218
Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2
ms < Lower Is Better
RTX 3060 TI .... 4.54 |======================================================
RTX 3080 ....... 4.56 |======================================================
RTX 2080 Ti .... 4.74 |========================================================
RTX 2070 SUPER . 4.64 |=======================================================
RTX 2080 SUPER . 4.65 |=======================================================
TITAN RTX ...... 4.49 |=====================================================
RTX 2080 ....... 4.50 |=====================================================
RTX 2060 SUPER . 4.67 |=======================================================
RTX 2070 ....... 4.60 |======================================================
RTX 2060 ....... 4.44 |====================================================


NCNN 20201218
Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3
ms < Lower Is Better
RTX 3060 TI .... 4.25 |======================================================
RTX 3080 ....... 4.34 |=======================================================
RTX 2080 Ti .... 4.43 |========================================================
RTX 2070 SUPER . 4.30 |======================================================
RTX 2080 SUPER . 4.30 |======================================================
TITAN RTX ...... 4.20 |=====================================================
RTX 2080 ....... 4.25 |======================================================
RTX 2060 SUPER . 4.34 |=======================================================
RTX 2070 ....... 4.19 |=====================================================
RTX 2060 ....... 4.15 |====================================================


NCNN 20201218
Target: Vulkan GPU - Model: shufflenet-v2
ms < Lower Is Better
RTX 3060 TI .... 4.47 |=======================================================
RTX 3080 ....... 4.52 |========================================================
RTX 2080 Ti .... 4.48 |========================================================
RTX 2070 SUPER . 4.46 |=======================================================
RTX 2080 SUPER . 4.50 |========================================================
TITAN RTX ...... 4.43 |=======================================================
RTX 2080 ....... 4.48 |========================================================
RTX 2060 SUPER . 4.47 |=======================================================
RTX 2070 ....... 4.45 |=======================================================
RTX 2060 ....... 4.42 |=======================================================


NCNN 20201218
Target: Vulkan GPU - Model: mnasnet
ms < Lower Is Better
RTX 3060 TI .... 4.11 |==================================================
RTX 3080 ....... 4.20 |====================================================
RTX 2080 Ti .... 4.56 |========================================================
RTX 2070 SUPER . 4.22 |====================================================
RTX 2080 SUPER . 4.21 |====================================================
TITAN RTX ...... 4.02 |=================================================
RTX 2080 ....... 4.10 |==================================================
RTX 2060 SUPER . 4.33 |=====================================================
RTX 2070 ....... 4.15 |===================================================
RTX 2060 ....... 4.01 |=================================================


NCNN 20201218
Target: Vulkan GPU - Model: efficientnet-b0
ms < Lower Is Better
RTX 3060 TI .... 5.55 |====================================================
RTX 3080 ....... 5.61 |====================================================
RTX 2080 Ti .... 6.02 |========================================================
RTX 2070 SUPER . 5.60 |====================================================
RTX 2080 SUPER . 5.68 |=====================================================
TITAN RTX ...... 6.03 |========================================================
RTX 2080 ....... 5.56 |====================================================
RTX 2060 SUPER . 5.70 |=====================================================
RTX 2070 ....... 5.59 |====================================================
RTX 2060 ....... 5.48 |===================================================


NCNN 20201218
Target: Vulkan GPU - Model: blazeface
ms < Lower Is Better
RTX 3060 TI .... 1.86 |=====================================================
RTX 3080 ....... 1.91 |=======================================================
RTX 2080 Ti .... 1.95 |========================================================
RTX 2070 SUPER . 1.88 |======================================================
RTX 2080 SUPER . 1.88 |======================================================
TITAN RTX ...... 1.83 |=====================================================
RTX 2080 ....... 1.86 |=====================================================
RTX 2060 SUPER . 1.93 |=======================================================
RTX 2070 ....... 1.87 |======================================================
RTX 2060 ....... 1.80 |====================================================


NCNN 20201218
Target: Vulkan GPU - Model: googlenet
ms < Lower Is Better
RTX 3060 TI .... 13.41 |====================================================
RTX 3080 ....... 13.95 |======================================================
RTX 2080 Ti .... 13.96 |======================================================
RTX 2070 SUPER . 13.48 |====================================================
RTX 2080 SUPER . 13.12 |===================================================
TITAN RTX ...... 13.32 |====================================================
RTX 2080 ....... 13.56 |=====================================================
RTX 2060 SUPER . 14.18 |=======================================================
RTX 2070 ....... 13.60 |=====================================================
RTX 2060 ....... 13.43 |====================================================


NCNN 20201218
Target: Vulkan GPU - Model: vgg16
ms < Lower Is Better
RTX 3060 TI .... 57.18 |=======================================================
RTX 3080 ....... 56.96 |=======================================================
RTX 2080 Ti .... 56.69 |======================================================
RTX 2070 SUPER . 57.13 |=======================================================
RTX 2080 SUPER . 57.08 |=======================================================
TITAN RTX ...... 56.52 |======================================================
RTX 2080 ....... 57.25 |=======================================================
RTX 2060 SUPER . 57.22 |=======================================================
RTX 2070 ....... 57.13 |=======================================================
RTX 2060 ....... 56.98 |=======================================================


NCNN 20201218
Target: Vulkan GPU - Model: resnet18
ms < Lower Is Better
RTX 3060 TI .... 14.51 |======================================================
RTX 3080 ....... 14.74 |=======================================================
RTX 2080 Ti .... 14.65 |=======================================================
RTX 2070 SUPER . 14.53 |======================================================
RTX 2080 SUPER . 14.36 |=====================================================
TITAN RTX ...... 14.36 |=====================================================
RTX 2080 ....... 14.58 |======================================================
RTX 2060 SUPER . 14.77 |=======================================================
RTX 2070 ....... 14.55 |======================================================
RTX 2060 ....... 14.47 |======================================================


NCNN 20201218
Target: Vulkan GPU - Model: alexnet
ms < Lower Is Better
RTX 3060 TI .... 11.41 |=====================================================
RTX 3080 ....... 11.71 |=======================================================
RTX 2080 Ti .... 11.44 |======================================================
RTX 2070 SUPER . 11.36 |=====================================================
RTX 2080 SUPER . 11.22 |=====================================================
TITAN RTX ...... 11.25 |=====================================================
RTX 2080 ....... 11.37 |=====================================================
RTX 2060 SUPER . 11.53 |======================================================
RTX 2070 ....... 11.74 |=======================================================
RTX 2060 ....... 11.61 |======================================================


NCNN 20201218
Target: Vulkan GPU - Model: resnet50
ms < Lower Is Better
RTX 3060 TI .... 24.69 |=====================================================
RTX 3080 ....... 25.34 |======================================================
RTX 2080 Ti .... 24.69 |=====================================================
RTX 2070 SUPER . 25.25 |======================================================
RTX 2080 SUPER . 24.73 |=====================================================
TITAN RTX ...... 24.95 |=====================================================
RTX 2080 ....... 24.62 |=====================================================
RTX 2060 SUPER . 25.71 |=======================================================
RTX 2070 ....... 25.05 |======================================================
RTX 2060 ....... 24.58 |=====================================================


NCNN 20201218
Target: Vulkan GPU - Model: yolov4-tiny
ms < Lower Is Better
RTX 3060 TI .... 21.35 |====================================================
RTX 3080 ....... 22.15 |=====================================================
RTX 2080 Ti .... 21.45 |====================================================
RTX 2070 SUPER . 21.79 |=====================================================
RTX 2080 SUPER . 22.13 |=====================================================
TITAN RTX ...... 21.88 |=====================================================
RTX 2080 ....... 21.81 |=====================================================
RTX 2060 SUPER . 22.80 |=======================================================
RTX 2070 ....... 21.41 |====================================================
RTX 2060 ....... 21.41 |====================================================


NCNN 20201218
Target: Vulkan GPU - Model: squeezenet_ssd
ms < Lower Is Better
RTX 3060 TI .... 15.11 |=======================================================
RTX 3080 ....... 14.50 |=====================================================
RTX 2080 Ti .... 14.36 |====================================================
RTX 2070 SUPER . 14.55 |=====================================================
RTX 2080 SUPER . 14.47 |=====================================================
TITAN RTX ...... 14.35 |====================================================
RTX 2080 ....... 14.45 |=====================================================
RTX 2060 SUPER . 14.63 |=====================================================
RTX 2070 ....... 14.51 |=====================================================
RTX 2060 ....... 14.32 |====================================================


NCNN 20201218
Target: Vulkan GPU - Model: regnety_400m
ms < Lower Is Better
RTX 3060 TI .... 18.57 |======================================================
RTX 3080 ....... 18.45 |======================================================
RTX 2080 Ti .... 18.32 |======================================================
RTX 2070 SUPER . 18.58 |======================================================
RTX 2080 SUPER . 18.65 |=======================================================
TITAN RTX ...... 18.21 |=====================================================
RTX 2080 ....... 18.77 |=======================================================
RTX 2060 SUPER . 18.49 |======================================================
RTX 2070 ....... 18.68 |=======================================================
RTX 2060 ....... 18.29 |======================================================


OctaneBench 2020.1
Total Score
Score > Higher Is Better
RTX 3060 TI .... 383.42 |=====================================
RTX 3080 ....... 565.10 |======================================================
RTX 2080 Ti .... 354.86 |==================================
RTX 2070 SUPER . 264.53 |=========================
RTX 2080 SUPER . 268.11 |==========================
TITAN RTX ...... 383.46 |=====================================
RTX 2080 ....... 261.33 |=========================
RTX 2060 SUPER . 244.22 |=======================
RTX 2070 ....... 243.26 |=======================
RTX 2060 ....... 195.01 |===================


PlaidML
FP16: No - Mode: Training - Network: VGG16 - Device: OpenCL
FPS > Higher Is Better
RTX 3060 TI .... 34.98 |=========================================
RTX 3080 ....... 47.50 |=======================================================
RTX 2080 Ti .... 44.02 |===================================================
RTX 2070 SUPER . 33.75 |=======================================
RTX 2080 SUPER . 38.70 |=============================================
TITAN RTX ...... 44.51 |====================================================
RTX 2080 ....... 34.13 |========================================
RTX 2060 SUPER . 30.00 |===================================
RTX 2070 ....... 30.27 |===================================
RTX 2060 ....... 27.12 |===============================


PlaidML
FP16: No - Mode: Training - Network: VGG19 - Device: OpenCL
FPS > Higher Is Better
RTX 3060 TI .... 29.38 |========================================
RTX 3080 ....... 40.88 |=======================================================
RTX 2080 Ti .... 36.90 |==================================================
RTX 2070 SUPER . 27.78 |=====================================
RTX 2080 SUPER . 32.29 |===========================================
TITAN RTX ...... 37.56 |===================================================
RTX 2080 ....... 28.32 |======================================
RTX 2060 SUPER . 24.58 |=================================
RTX 2060 ....... 22.04 |==============================


PlaidML
FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL
FPS > Higher Is Better
RTX 3060 TI .... 167.73 |================================
RTX 3080 ....... 280.31 |======================================================
RTX 2080 Ti .... 231.73 |=============================================
RTX 2070 SUPER . 152.58 |=============================
RTX 2080 SUPER . 180.23 |===================================
TITAN RTX ...... 244.00 |===============================================
RTX 2080 ....... 161.88 |===============================
RTX 2060 SUPER . 126.76 |========================
RTX 2070 ....... 129.65 |=========================
RTX 2060 ....... 110.96 |=====================


PlaidML
FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL
FPS > Higher Is Better
RTX 3060 TI .... 133.11 |================================
RTX 3080 ....... 223.64 |======================================================
RTX 2080 Ti .... 185.09 |=============================================
RTX 2070 SUPER . 121.35 |=============================
RTX 2080 SUPER . 143.39 |===================================
TITAN RTX ...... 194.50 |===============================================
RTX 2080 ....... 128.62 |===============================
RTX 2060 SUPER . 100.61 |========================
RTX 2070 ....... 103.03 |=========================
RTX 2060 ....... 88.38  |=====================


PlaidML
FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL
FPS > Higher Is Better
RTX 3060 TI .... 689.61  |====================================
RTX 3080 ....... 1019.79 |=====================================================
RTX 2080 Ti .... 754.69  |=======================================
RTX 2070 SUPER . 499.43  |==========================
RTX 2080 SUPER . 588.04  |===============================
TITAN RTX ...... 782.29  |=========================================
RTX 2080 ....... 545.48  |============================
RTX 2060 SUPER . 440.36  |=======================
RTX 2070 ....... 447.47  |=======================
RTX 2060 ....... 392.02  |====================


PlaidML
FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL
FPS > Higher Is Better
RTX 3060 TI .... 1875.37 |================================
RTX 3080 ....... 3062.00 |=====================================================
RTX 2080 Ti .... 2414.96 |==========================================
RTX 2070 SUPER . 1701.99 |=============================
RTX 2080 SUPER . 1816.87 |===============================
TITAN RTX ...... 2551.38 |============================================
RTX 2080 ....... 1726.88 |==============================
RTX 2060 SUPER . 1581.85 |===========================
RTX 2070 ....... 1566.36 |===========================
RTX 2060 ....... 1282.27 |======================


PlaidML
FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL
FPS > Higher Is Better
RTX 3060 TI .... 454.66 |==================================
RTX 3080 ....... 730.76 |======================================================
RTX 2080 Ti .... 636.84 |===============================================
RTX 2070 SUPER . 422.86 |===============================
RTX 2080 SUPER . 468.60 |===================================
TITAN RTX ...... 654.76 |================================================
RTX 2080 ....... 442.78 |=================================
RTX 2060 SUPER . 376.59 |============================
RTX 2070 ....... 379.70 |============================
RTX 2060 ....... 320.95 |========================


PlaidML
FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL
FPS > Higher Is Better
RTX 3060 TI .... 2428.74 |====================================
RTX 3080 ....... 3623.82 |=====================================================
RTX 2080 Ti .... 3316.31 |=================================================
RTX 2070 SUPER . 2300.01 |==================================
RTX 2080 SUPER . 2489.11 |====================================
TITAN RTX ...... 3392.96 |==================================================
RTX 2080 ....... 2333.79 |==================================
RTX 2060 SUPER . 2011.99 |=============================
RTX 2070 ....... 2004.51 |=============================
RTX 2060 ....... 1720.24 |=========================


PlaidML
FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL
FPS > Higher Is Better
RTX 3060 TI .... 177.41 |=====================================
RTX 3080 ....... 261.32 |======================================================
RTX 2080 Ti .... 213.54 |============================================
RTX 2070 SUPER . 149.68 |===============================
RTX 2080 SUPER . 160.48 |=================================
TITAN RTX ...... 228.78 |===============================================
RTX 2080 ....... 152.28 |===============================
RTX 2060 SUPER . 147.13 |==============================
RTX 2070 ....... 148.04 |===============================
RTX 2060 ....... 125.45 |==========================


PlaidML
FP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCL
FPS > Higher Is Better
RTX 3060 TI .... 236.40 |================================
RTX 3080 ....... 398.64 |======================================================
RTX 2080 Ti .... 351.18 |================================================
RTX 2070 SUPER . 220.43 |==============================
RTX 2080 SUPER . 266.39 |====================================
TITAN RTX ...... 359.13 |=================================================
RTX 2080 ....... 242.54 |=================================
RTX 2060 SUPER . 203.78 |============================
RTX 2070 ....... 202.05 |===========================
RTX 2060 ....... 171.78 |=======================


PlaidML
FP16: No - Mode: Inference - Network: NASNer Large - Device: OpenCL
FPS > Higher Is Better
RTX 3060 TI .... 48.04 |=================================
RTX 3080 ....... 79.23 |=======================================================
RTX 2080 Ti .... 63.53 |============================================
RTX 2070 SUPER . 42.32 |=============================
RTX 2080 SUPER . 49.16 |==================================
TITAN RTX ...... 66.50 |==============================================
RTX 2080 ....... 45.39 |================================
RTX 2060 SUPER . 38.42 |===========================
RTX 2070 ....... 39.07 |===========================
RTX 2060 ....... 31.81 |======================


RealSR-NCNN 20200818
Scale: 4x - TAA: No
Seconds < Lower Is Better
RTX 3060 TI .... 8.784  |=====================================
RTX 3080 ....... 6.345  |===========================
RTX 2080 Ti .... 7.605  |================================
RTX 2070 SUPER . 9.972  |==========================================
RTX 2080 SUPER . 8.842  |======================================
TITAN RTX ...... 7.360  |===============================
RTX 2080 ....... 9.473  |========================================
RTX 2060 SUPER . 11.540 |=================================================
RTX 2070 ....... 11.187 |================================================
RTX 2060 ....... 12.707 |======================================================


RealSR-NCNN 20200818
Scale: 4x - TAA: Yes
Seconds < Lower Is Better
RTX 3060 TI .... 54.14 |===================================
RTX 3080 ....... 34.21 |======================
RTX 2080 Ti .... 44.19 |============================
RTX 2070 SUPER . 63.18 |========================================
RTX 2080 SUPER . 54.04 |===================================
TITAN RTX ...... 41.73 |===========================
RTX 2080 ....... 59.40 |======================================
RTX 2060 SUPER . 75.89 |=================================================
RTX 2070 ....... 74.65 |================================================
RTX 2060 ....... 85.95 |=======================================================


RedShift Demo 3.0

Seconds < Lower Is Better
RTX 3060 TI .... 239 |=============================
RTX 3080 ....... 165 |====================
RTX 2080 Ti .... 246 |==============================
RTX 2070 SUPER . 351 |===========================================
RTX 2080 SUPER . 325 |=======================================
TITAN RTX ...... 235 |=============================
RTX 2080 ....... 341 |=========================================
RTX 2060 SUPER . 378 |==============================================
RTX 2070 ....... 375 |==============================================
RTX 2060 ....... 469 |=========================================================


Rodinia 3.1
Test: OpenCL Particle Filter
Seconds < Lower Is Better
RTX 3060 TI .... 7.040 |===========================================
RTX 3080 ....... 4.290 |==========================
RTX 2080 Ti .... 4.507 |============================
RTX 2070 SUPER . 6.900 |==========================================
RTX 2080 SUPER . 5.809 |====================================
TITAN RTX ...... 4.296 |==========================
RTX 2080 ....... 6.288 |=======================================
RTX 2060 SUPER . 7.981 |=================================================
RTX 2070 ....... 7.858 |================================================
RTX 2060 ....... 8.960 |=======================================================


ViennaCL 1.4.2
OpenCL LU Factorization
GFLOPS > Higher Is Better
RTX 3060 TI .... 75.79 |===================================================
RTX 3080 ....... 79.32 |======================================================
RTX 2080 Ti .... 78.32 |=====================================================
RTX 2070 SUPER . 75.80 |===================================================
RTX 2080 SUPER . 76.69 |====================================================
TITAN RTX ...... 81.32 |=======================================================
RTX 2080 ....... 77.17 |====================================================
RTX 2060 SUPER . 74.09 |==================================================
RTX 2070 ....... 74.18 |==================================================
RTX 2060 ....... 74.51 |==================================================


VkFFT 1.1.1

Benchmark Score > Higher Is Better
RTX 3060 TI .... 32556 |============================================
RTX 3080 ....... 40997 |=======================================================
RTX 2080 Ti .... 34110 |==============================================
RTX 2070 SUPER . 29427 |=======================================
RTX 2080 SUPER . 30475 |=========================================
TITAN RTX ...... 36216 |=================================================
RTX 2080 ....... 28745 |=======================================
RTX 2060 SUPER . 29585 |========================================
RTX 2070 ....... 29546 |========================================
RTX 2060 ....... 22903 |===============================


VkResample 1.0
Upscale: 2x - Precision: Double
ms < Lower Is Better
RTX 3060 TI .... 264.87 |=========================================
RTX 3080 ....... 148.28 |=======================
RTX 2080 Ti .... 152.85 |========================
RTX 2070 SUPER . 261.97 |========================================
RTX 2080 SUPER . 216.54 |=================================
TITAN RTX ...... 149.20 |=======================
RTX 2080 ....... 235.51 |====================================
RTX 2060 SUPER . 309.62 |================================================
RTX 2070 ....... 302.85 |===============================================
RTX 2060 ....... 350.96 |======================================================


VkResample 1.0
Upscale: 2x - Precision: Single
ms < Lower Is Better
RTX 3060 TI .... 17.68 |====================================
RTX 3080 ....... 11.22 |=======================
RTX 2080 Ti .... 14.77 |==============================
RTX 2070 SUPER . 19.52 |=======================================
RTX 2080 SUPER . 17.51 |===================================
TITAN RTX ...... 13.56 |===========================
RTX 2080 ....... 19.02 |======================================
RTX 2060 SUPER . 22.28 |=============================================
RTX 2070 ....... 22.27 |=============================================
RTX 2060 ....... 27.20 |=======================================================


Waifu2x-NCNN Vulkan 20200818
Scale: 2x - Denoise: 3 - TAA: Yes
Seconds < Lower Is Better
RTX 3060 TI .... 4.371 |==========================================
RTX 3080 ....... 3.512 |=================================
RTX 2080 Ti .... 3.856 |=====================================
RTX 2070 SUPER . 4.761 |=============================================
RTX 2080 SUPER . 4.358 |=========================================
TITAN RTX ...... 3.827 |====================================
RTX 2080 ....... 4.605 |============================================
RTX 2060 SUPER . 5.313 |===================================================
RTX 2070 ....... 5.314 |===================================================
RTX 2060 ....... 5.779 |=======================================================