RealSR-NCNN AMD vs. NVIDIA Vulkan Linux Benchmarks Vulkan RealSR NCNN benchmarks by Michael Larabel. GTX 980 Ti: Processor: AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: NVIDIA GeForce GTX 980 Ti 6GB (999/3505MHz), Audio: NVIDIA GM200 HD Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-47-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 450.66, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.0.228 + OpenCL 2.0 AMD-APP (3182.0), Vulkan: 1.2.133, Compiler: GCC 9.3.0 + CUDA 11.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1060: Processor: AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: NVIDIA GeForce GTX 1060 6GB (1506/4006MHz), Audio: NVIDIA GP106 HD Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-47-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 450.66, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.0.228 + OpenCL 2.0 AMD-APP (3182.0), Vulkan: 1.2.133, Compiler: GCC 9.3.0 + CUDA 11.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1070: Processor: AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: NVIDIA GeForce GTX 1070 8GB (1506/4006MHz), Audio: NVIDIA GP104 HD Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-47-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 450.66, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.0.228 + OpenCL 2.0 AMD-APP (3182.0), Vulkan: 1.2.133, Compiler: GCC 9.3.0 + CUDA 11.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1080: Processor: AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: NVIDIA GeForce GTX 1080 8GB (1607/5005MHz), Audio: NVIDIA GP104 HD Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-47-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 450.66, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.0.228 + OpenCL 2.0 AMD-APP (3182.0), Vulkan: 1.2.133, Compiler: GCC 9.3.0 + CUDA 11.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1650: Processor: AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: ASUS NVIDIA GeForce GTX 1650 4GB (1485/4001MHz), Audio: NVIDIA Device 10fa, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-47-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 450.66, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.0.228 + OpenCL 2.0 AMD-APP (3182.0), Vulkan: 1.2.133, Compiler: GCC 9.3.0 + CUDA 11.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1650 SUPER: Processor: AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: ASUS NVIDIA GeForce GTX 1650 SUPER 4GB (1530/6000MHz), Audio: NVIDIA TU116 HD Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-47-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 450.66, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.0.228 + OpenCL 2.0 AMD-APP (3182.0), Vulkan: 1.2.133, Compiler: GCC 9.3.0 + CUDA 11.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1660: Processor: AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: ASUS NVIDIA GeForce GTX 1660 6GB (1530/4001MHz), Audio: NVIDIA TU116 HD Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-47-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 450.66, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.0.228 + OpenCL 2.0 AMD-APP (3182.0), Vulkan: 1.2.133, Compiler: GCC 9.3.0 + CUDA 11.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1660 SUPER: Processor: AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: eVGA NVIDIA GeForce GTX 1660 SUPER 6GB (1530/7000MHz), Audio: NVIDIA TU116 HD Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-47-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 450.66, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.0.228 + OpenCL 2.0 AMD-APP (3182.0), Vulkan: 1.2.133, Compiler: GCC 9.3.0 + CUDA 11.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1660 Ti: Processor: AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: eVGA NVIDIA GeForce GTX 1660 Ti 6GB (1500/6000MHz), Audio: NVIDIA TU116 HD Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-47-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 450.66, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.0.228 + OpenCL 2.0 AMD-APP (3182.0), Vulkan: 1.2.133, Compiler: GCC 9.3.0 + CUDA 11.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 2060: Processor: AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: NVIDIA GeForce RTX 2060 6GB (1365/7000MHz), Audio: NVIDIA TU106 HD Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-47-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 450.66, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.0.228 + OpenCL 2.0 AMD-APP (3182.0), Vulkan: 1.2.133, Compiler: GCC 9.3.0 + CUDA 11.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 2060 SUPER: Processor: AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: NVIDIA GeForce RTX 2060 SUPER 8GB (450/405MHz), Audio: NVIDIA TU106 HD Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-47-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 450.66, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.0.228 + OpenCL 2.0 AMD-APP (3182.0), Vulkan: 1.2.133, Compiler: GCC 9.3.0 + CUDA 11.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 2070: Processor: AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz), Audio: NVIDIA TU106 HD Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-47-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 450.66, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.0.228 + OpenCL 2.0 AMD-APP (3182.0), Vulkan: 1.2.133, Compiler: GCC 9.3.0 + CUDA 11.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 2070 SUPER: Processor: AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: NVIDIA GeForce RTX 2070 SUPER 8GB (1605/7000MHz), Audio: NVIDIA TU104 HD Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-47-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 450.66, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.0.228 + OpenCL 2.0 AMD-APP (3182.0), Vulkan: 1.2.133, Compiler: GCC 9.3.0 + CUDA 11.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 2080: Processor: AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: Zotac NVIDIA GeForce RTX 2080 8GB (480/405MHz), Audio: NVIDIA TU104 HD Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-47-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 450.66, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.0.228 + OpenCL 2.0 AMD-APP (3182.0), Vulkan: 1.2.133, Compiler: GCC 9.3.0 + CUDA 11.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 2080 SUPER: Processor: AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: NVIDIA GeForce RTX 2080 SUPER 8GB (1650/7750MHz), Audio: NVIDIA TU104 HD Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-47-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 450.66, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.0.228 + OpenCL 2.0 AMD-APP (3182.0), Vulkan: 1.2.133, Compiler: GCC 9.3.0 + CUDA 11.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 2080 Ti: Processor: AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz), Audio: NVIDIA TU102 HD Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-47-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 450.66, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.0.228 + OpenCL 2.0 AMD-APP (3182.0), Vulkan: 1.2.133, Compiler: GCC 9.3.0 + CUDA 11.0, File-System: ext4, Screen Resolution: 3840x2160 TITAN RTX: Processor: AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: NVIDIA TITAN RTX 24GB (390/405MHz), Audio: NVIDIA TU102 HD Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-47-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 450.66, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.0.228 + OpenCL 2.0 AMD-APP (3182.0), Vulkan: 1.2.133, Compiler: GCC 9.3.0 + CUDA 11.0, File-System: ext4, Screen Resolution: 3840x2160 RX Vega 56: Processor: AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: AMD Radeon RX 56/64 8GB (1590/800MHz), Audio: AMD Vega 10 HDMI Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.9.0-050900rc6daily20200925-generic (x86_64) 20200924, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, OpenGL: 4.6 Mesa 20.3.0-devel (git-3173367 2020-09-25 focal-oibaf-ppa) (LLVM 10.0.1), OpenCL: OpenCL 2.0 AMD-APP (3182.0), Vulkan: 1.2.145, Compiler: GCC 9.3.0 + CUDA 11.0, File-System: ext4, Screen Resolution: 3840x2160 RX 5600 XT: Processor: AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: Sapphire AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 6GB (1780/875MHz), Audio: AMD Navi 10 HDMI Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.9.0-050900rc6daily20200925-generic (x86_64) 20200924, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, OpenGL: 4.6 Mesa 20.3.0-devel (git-3173367 2020-09-25 focal-oibaf-ppa) (LLVM 10.0.1), OpenCL: OpenCL 2.0 AMD-APP (3182.0), Vulkan: 1.2.145, Compiler: GCC 9.3.0 + CUDA 11.0, File-System: ext4, Screen Resolution: 3840x2160 RX 5700: Processor: AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB (1750/875MHz), Audio: AMD Navi 10 HDMI Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.9.0-050900rc6daily20200925-generic (x86_64) 20200924, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, OpenGL: 4.6 Mesa 20.3.0-devel (git-3173367 2020-09-25 focal-oibaf-ppa) (LLVM 10.0.1), OpenCL: OpenCL 2.0 AMD-APP (3182.0), Vulkan: 1.2.145, Compiler: GCC 9.3.0 + CUDA 11.0, File-System: ext4, Screen Resolution: 3840x2160 RX 5700 XT: Processor: AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB (2100/875MHz), Audio: AMD Navi 10 HDMI Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.9.0-050900rc6daily20200925-generic (x86_64) 20200924, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, OpenGL: 4.6 Mesa 20.3.0-devel (git-3173367 2020-09-25 focal-oibaf-ppa) (LLVM 10.0.1), OpenCL: OpenCL 2.0 AMD-APP (3182.0), Vulkan: 1.2.145, Compiler: GCC 9.3.0 + CUDA 11.0, File-System: ext4, Screen Resolution: 3840x2160 Radeon VII: Processor: AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: AMD Radeon VII 16GB (1801/1000MHz), Audio: AMD Vega 20 HDMI Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.9.0-050900rc6daily20200925-generic (x86_64) 20200924, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, OpenGL: 4.6 Mesa 20.3.0-devel (git-3173367 2020-09-25 focal-oibaf-ppa) (LLVM 10.0.1), OpenCL: OpenCL 2.0 AMD-APP (3182.0), Vulkan: 1.2.145, Compiler: GCC 9.3.0 + CUDA 11.0, File-System: ext4, Screen Resolution: 3840x2160 RealSR-NCNN 20200818 Scale: 4x - TAA: Yes Seconds < Lower Is Better GTX 980 Ti ..... 112.62 |============================ GTX 1060 ....... 143.73 |==================================== GTX 1070 ....... 102.39 |========================== GTX 1080 ....... 116.07 |============================= GTX 1650 ....... 215.41 |====================================================== GTX 1650 SUPER . 186.01 |=============================================== GTX 1660 ....... 138.33 |=================================== GTX 1660 SUPER . 119.33 |============================== GTX 1660 Ti .... 117.25 |============================= RTX 2060 ....... 86.17 |====================== RTX 2060 SUPER . 76.49 |=================== RTX 2070 ....... 75.24 |=================== RTX 2070 SUPER . 63.74 |================ RTX 2080 ....... 59.82 |=============== RTX 2080 SUPER . 54.61 |============== RTX 2080 Ti .... 44.56 |=========== TITAN RTX ...... 42.20 |=========== RX Vega 56 ..... 66.17 |================= RX 5600 XT ..... 79.95 |==================== RX 5700 ........ 59.41 |=============== RX 5700 XT ..... 55.62 |============== Radeon VII ..... 41.42 |========== RealSR-NCNN 20200818 GPU Power Consumption Monitor Watts < Lower Is Better GTX 980 Ti ..... MIN: 16 AVG: 209 MAX: 231 GTX 1060 ....... MIN: 6 AVG: 113 MAX: 132 GTX 1070 ....... MIN: 8 AVG: 139 MAX: 155 GTX 1080 ....... MIN: 7 AVG: 153 MAX: 198 GTX 1650 ....... MIN: 6 AVG: 65 MAX: 69 GTX 1650 SUPER . MIN: 7 AVG: 87 MAX: 97 GTX 1660 ....... MIN: 7 AVG: 99 MAX: 108 GTX 1660 SUPER . MIN: 11 AVG: 119 MAX: 128 GTX 1660 Ti .... MIN: 7 AVG: 122 MAX: 134 RTX 2060 ....... MIN: 10 AVG: 148 MAX: 165 RTX 2060 SUPER . MIN: 10 AVG: 162 MAX: 180 RTX 2070 ....... MIN: 8 AVG: 162 MAX: 179 RTX 2070 SUPER . MIN: 15 AVG: 195 MAX: 220 RTX 2080 ....... MIN: 14 AVG: 194 MAX: 220 RTX 2080 SUPER . MIN: 9 AVG: 222 MAX: 256 RTX 2080 Ti .... MIN: 6 AVG: 227 MAX: 266 TITAN RTX ...... MIN: 7 AVG: 244 MAX: 287 RX Vega 56 ..... MIN: 10 AVG: 151 MAX: 167 RX 5600 XT ..... MIN: 22 AVG: 125 MAX: 173 RX 5700 ........ MIN: 32 AVG: 138 MAX: 169 RX 5700 XT ..... MIN: 29 AVG: 162 MAX: 217 Radeon VII ..... MIN: 21 AVG: 208 MAX: 263 RealSR-NCNN 20200818 GPU Temperature Monitor Celsius < Lower Is Better GTX 980 Ti ..... MIN: 38.0 AVG: 78.3 MAX: 84.0 GTX 1060 ....... MIN: 34.0 AVG: 65.8 MAX: 71.0 GTX 1070 ....... MIN: 40.0 AVG: 69.6 MAX: 77.0 GTX 1080 ....... MIN: 31.0 AVG: 69.9 MAX: 79.0 GTX 1650 ....... MIN: 28.0 AVG: 62.5 MAX: 67.0 GTX 1650 SUPER . MIN: 31.0 AVG: 60.2 MAX: 66.0 GTX 1660 ....... MIN: 32.0 AVG: 69.7 MAX: 78.0 GTX 1660 SUPER . MIN: 32.0 AVG: 64.0 MAX: 68.0 GTX 1660 Ti .... MIN: 30.0 AVG: 62.6 MAX: 68.0 RTX 2060 ....... MIN: 30.0 AVG: 62.2 MAX: 71.0 RTX 2060 SUPER . MIN: 34.0 AVG: 63.7 MAX: 73.0 RTX 2070 ....... MIN: 32.0 AVG: 64.3 MAX: 74.0 RTX 2070 SUPER . MIN: 32.0 AVG: 59.5 MAX: 70.0 RTX 2080 ....... MIN: 35.0 AVG: 71.1 MAX: 83.0 RTX 2080 SUPER . MIN: 32.0 AVG: 60.7 MAX: 73.0 RTX 2080 Ti .... MIN: 30.0 AVG: 55.0 MAX: 68.0 TITAN RTX ...... MIN: 30.0 AVG: 58.1 MAX: 71.0 RX Vega 56 ..... MIN: 51.0 AVG: 66.9 MAX: 71.0 RX 5600 XT ..... MIN: 51.0 AVG: 62.4 MAX: 67.0 RX 5700 ........ MIN: 42.0 AVG: 61.3 MAX: 67.0 RX 5700 XT ..... MIN: 44.0 AVG: 67.1 MAX: 74.0 Radeon VII ..... MIN: 35.0 AVG: 58.6 MAX: 67.0 RealSR-NCNN 20200818 Scale: 4x - TAA: No Seconds < Lower Is Better GTX 980 Ti ..... 16.216 |============================== GTX 1060 ....... 20.410 |===================================== GTX 1070 ....... 15.230 |============================ GTX 1080 ....... 17.137 |=============================== GTX 1650 ....... 29.393 |====================================================== GTX 1650 SUPER . 25.659 |=============================================== GTX 1660 ....... 19.849 |==================================== GTX 1660 SUPER . 17.404 |================================ GTX 1660 Ti .... 17.161 |================================ RTX 2060 ....... 13.296 |======================== RTX 2060 SUPER . 12.142 |====================== RTX 2070 ....... 12.000 |====================== RTX 2070 SUPER . 10.577 |=================== RTX 2080 ....... 10.006 |================== RTX 2080 SUPER . 9.400 |================= RTX 2080 Ti .... 8.112 |=============== TITAN RTX ...... 7.824 |============== RX Vega 56 ..... 10.262 |=================== RX 5600 XT ..... 12.047 |====================== RX 5700 ........ 9.441 |================= RX 5700 XT ..... 8.991 |================= Radeon VII ..... 7.207 |============= RealSR-NCNN 20200818 GPU Power Consumption Monitor Watts < Lower Is Better GTX 980 Ti ..... MIN: 17 AVG: 176 MAX: 233 GTX 1060 ....... MIN: 8 AVG: 93 MAX: 127 GTX 1070 ....... MIN: 11 AVG: 108 MAX: 154 GTX 1080 ....... MIN: 9 AVG: 121 MAX: 165 GTX 1650 ....... MIN: 7 AVG: 55 MAX: 68 GTX 1650 SUPER . MIN: 7 AVG: 73 MAX: 95 GTX 1660 ....... MIN: 7 AVG: 76 MAX: 102 GTX 1660 SUPER . MIN: 12 AVG: 92 MAX: 126 GTX 1660 Ti .... MIN: 8 AVG: 93 MAX: 132 RTX 2060 ....... MIN: 10 AVG: 108 MAX: 163 RTX 2060 SUPER . MIN: 11 AVG: 115 MAX: 178 RTX 2070 ....... MIN: 11 AVG: 116 MAX: 179 RTX 2070 SUPER . MIN: 16 AVG: 127 MAX: 220 RTX 2080 ....... MIN: 18 AVG: 132 MAX: 219 RTX 2080 SUPER . MIN: 10 AVG: 135 MAX: 256 RTX 2080 Ti .... MIN: 8 AVG: 136 MAX: 268 TITAN RTX ...... MIN: 13 AVG: 147 MAX: 287 RX Vega 56 ..... MIN: 11 AVG: 96 MAX: 167 RX 5600 XT ..... MIN: 22 AVG: 88 MAX: 170 RX 5700 ........ MIN: 33 AVG: 94 MAX: 166 RX 5700 XT ..... MIN: 32 AVG: 105 MAX: 218 Radeon VII ..... MIN: 21 AVG: 112 MAX: 255 RealSR-NCNN 20200818 GPU Temperature Monitor Celsius < Lower Is Better GTX 980 Ti ..... MIN: 68 AVG: 78 MAX: 83 GTX 1060 ....... MIN: 56 AVG: 63 MAX: 66 GTX 1070 ....... MIN: 64 AVG: 68 MAX: 70 GTX 1080 ....... MIN: 65 AVG: 69 MAX: 72 GTX 1650 ....... MIN: 51 AVG: 61 MAX: 64 GTX 1650 SUPER . MIN: 56 AVG: 60 MAX: 62 GTX 1660 ....... MIN: 59 AVG: 67 MAX: 71 GTX 1660 SUPER . MIN: 44 AVG: 57 MAX: 64 GTX 1660 Ti .... MIN: 48 AVG: 58 MAX: 64 RTX 2060 ....... MIN: 53 AVG: 61 MAX: 66 RTX 2060 SUPER . MIN: 55 AVG: 63 MAX: 68 RTX 2070 ....... MIN: 58 AVG: 63 MAX: 67 RTX 2070 SUPER . MIN: 55 AVG: 61 MAX: 65 RTX 2080 ....... MIN: 65 AVG: 69 MAX: 73 RTX 2080 SUPER . MIN: 57 AVG: 62 MAX: 66 RTX 2080 Ti .... MIN: 55 AVG: 59 MAX: 63 TITAN RTX ...... MIN: 56 AVG: 61 MAX: 66 RX Vega 56 ..... MIN: 52 AVG: 59 MAX: 63 RX 5600 XT ..... MIN: 51 AVG: 58 MAX: 64 RX 5700 ........ MIN: 53 AVG: 58 MAX: 63 RX 5700 XT ..... MIN: 56 AVG: 63 MAX: 68 Radeon VII ..... MIN: 50 AVG: 54 MAX: 59 GPU Power Consumption Monitor Phoronix Test Suite System Monitoring Watts GTX 980 Ti ..... MIN: 16 AVG: 196 MAX: 233 GTX 1060 ....... MIN: 6 AVG: 107 MAX: 132 GTX 1070 ....... MIN: 8 AVG: 128 MAX: 155 GTX 1080 ....... MIN: 7 AVG: 143 MAX: 198 GTX 1650 ....... MIN: 6 AVG: 62 MAX: 69 GTX 1650 SUPER . MIN: 7 AVG: 83 MAX: 97 GTX 1660 ....... MIN: 7 AVG: 92 MAX: 108 GTX 1660 SUPER . MIN: 11 AVG: 111 MAX: 128 GTX 1660 Ti .... MIN: 7 AVG: 113 MAX: 134 RTX 2060 ....... MIN: 10 AVG: 133 MAX: 165 RTX 2060 SUPER . MIN: 10 AVG: 144 MAX: 180 RTX 2070 ....... MIN: 8 AVG: 144 MAX: 179 RTX 2070 SUPER . MIN: 15 AVG: 167 MAX: 220 RTX 2080 ....... MIN: 14 AVG: 166 MAX: 220 RTX 2080 SUPER . MIN: 9 AVG: 185 MAX: 256 RTX 2080 Ti .... MIN: 6 AVG: 182 MAX: 268 TITAN RTX ...... MIN: 7 AVG: 195 MAX: 287 RX Vega 56 ..... MIN: 10 AVG: 129 MAX: 167 RX 5600 XT ..... MIN: 22 AVG: 112 MAX: 173 RX 5700 ........ MIN: 32 AVG: 120 MAX: 169 RX 5700 XT ..... MIN: 29 AVG: 137 MAX: 218 Radeon VII ..... MIN: 21 AVG: 162 MAX: 263 GPU Temperature Monitor Phoronix Test Suite System Monitoring Celsius GTX 980 Ti ..... MIN: 38.0 AVG: 78.0 MAX: 84.0 GTX 1060 ....... MIN: 34.0 AVG: 65.2 MAX: 71.0 GTX 1070 ....... MIN: 40.0 AVG: 69.1 MAX: 77.0 GTX 1080 ....... MIN: 31.0 AVG: 69.7 MAX: 79.0 GTX 1650 ....... MIN: 28.0 AVG: 62.0 MAX: 67.0 GTX 1650 SUPER . MIN: 31.0 AVG: 60.1 MAX: 66.0 GTX 1660 ....... MIN: 32.0 AVG: 68.9 MAX: 78.0 GTX 1660 SUPER . MIN: 32.0 AVG: 62.4 MAX: 68.0 GTX 1660 Ti .... MIN: 30.0 AVG: 61.5 MAX: 68.0 RTX 2060 ....... MIN: 30.0 AVG: 61.6 MAX: 71.0 RTX 2060 SUPER . MIN: 34.0 AVG: 63.1 MAX: 73.0 RTX 2070 ....... MIN: 32.0 AVG: 63.7 MAX: 74.0 RTX 2070 SUPER . MIN: 32.0 AVG: 59.6 MAX: 70.0 RTX 2080 ....... MIN: 35.0 AVG: 70.4 MAX: 83.0 RTX 2080 SUPER . MIN: 32.0 AVG: 60.8 MAX: 73.0 RTX 2080 Ti .... MIN: 30.0 AVG: 56.3 MAX: 68.0 TITAN RTX ...... MIN: 30.0 AVG: 59.0 MAX: 71.0 RX Vega 56 ..... MIN: 51.0 AVG: 64.2 MAX: 71.0 RX 5600 XT ..... MIN: 50.0 AVG: 61.1 MAX: 67.0 RX 5700 ........ MIN: 42.0 AVG: 59.9 MAX: 67.0 RX 5700 XT ..... MIN: 44.0 AVG: 65.4 MAX: 74.0 Radeon VII ..... MIN: 35.0 AVG: 56.7 MAX: 67.0