NCNN Vulkan - AMD vs. NVIDIA NCNN Vulkan benchmarks by Michael Larabel. 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: 5.4.0-48-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 2.0 AMD-APP (3182.0) + OpenCL 1.2 CUDA 11.0.228, 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: 5.4.0-48-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 2.0 AMD-APP (3182.0) + OpenCL 1.2 CUDA 11.0.228, 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: 5.4.0-48-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 2.0 AMD-APP (3182.0) + OpenCL 1.2 CUDA 11.0.228, 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: 5.4.0-48-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 2.0 AMD-APP (3182.0) + OpenCL 1.2 CUDA 11.0.228, 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 (375/810MHz), 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: 5.4.0-48-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 2.0 AMD-APP (3182.0) + OpenCL 1.2 CUDA 11.0.228, 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: 5.4.0-48-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 2.0 AMD-APP (3182.0) + OpenCL 1.2 CUDA 11.0.228, 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: 5.4.0-48-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 2.0 AMD-APP (3182.0) + OpenCL 1.2 CUDA 11.0.228, 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: 5.4.0-48-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 2.0 AMD-APP (3182.0) + OpenCL 1.2 CUDA 11.0.228, 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: 5.4.0-48-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 2.0 AMD-APP (3182.0) + OpenCL 1.2 CUDA 11.0.228, 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 (1470/7000MHz), 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: 5.4.0-48-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 2.0 AMD-APP (3182.0) + OpenCL 1.2 CUDA 11.0.228, 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 (420/405MHz), 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: 5.4.0-48-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 2.0 AMD-APP (3182.0) + OpenCL 1.2 CUDA 11.0.228, 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 (375/405MHz), 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: 5.4.0-48-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 2.0 AMD-APP (3182.0) + OpenCL 1.2 CUDA 11.0.228, 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 (1515/7000MHz), 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: 5.4.0-48-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 2.0 AMD-APP (3182.0) + OpenCL 1.2 CUDA 11.0.228, 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 (405/405MHz), 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: 5.4.0-48-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 2.0 AMD-APP (3182.0) + OpenCL 1.2 CUDA 11.0.228, 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: 5.4.0-48-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 2.0 AMD-APP (3182.0) + OpenCL 1.2 CUDA 11.0.228, 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 GPU Power Consumption Monitor Phoronix Test Suite System Monitoring Watts GTX 1060 ....... MIN: 6 AVG: 86 MAX: 131 GTX 1070 ....... MIN: 7 AVG: 93 MAX: 163 GTX 1080 ....... MIN: 7 AVG: 115 MAX: 188 GTX 1650 ....... MIN: 5 AVG: 54 MAX: 69 GTX 1650 SUPER . MIN: 7 AVG: 71 MAX: 96 GTX 1660 ....... MIN: 7 AVG: 72 MAX: 109 GTX 1660 SUPER . MIN: 11 AVG: 90 MAX: 129 GTX 1660 Ti .... MIN: 7 AVG: 79 MAX: 133 RTX 2060 ....... MIN: 9 AVG: 91 MAX: 164 RTX 2060 SUPER . MIN: 10 AVG: 108 MAX: 180 RTX 2070 ....... MIN: 8 AVG: 106 MAX: 181 RTX 2070 SUPER . MIN: 14 AVG: 108 MAX: 221 RTX 2080 ....... MIN: 13 AVG: 108 MAX: 222 RTX 2080 SUPER . MIN: 9 AVG: 111 MAX: 255 RTX 2080 Ti .... MIN: 8 AVG: 116 MAX: 274 RX Vega 56 ..... MIN: 11 AVG: 97 MAX: 167 RX 5600 XT ..... MIN: 22 AVG: 98 MAX: 171 RX 5700 ........ MIN: 31 AVG: 90 MAX: 165 RX 5700 XT ..... MIN: 29 AVG: 89 MAX: 225 Radeon VII ..... MIN: 21 AVG: 104 MAX: 267 GPU Temperature Monitor Phoronix Test Suite System Monitoring Celsius GTX 1060 ....... MIN: 27.0 AVG: 55.8 MAX: 69.0 GTX 1070 ....... MIN: 29.0 AVG: 60.1 MAX: 78.0 GTX 1080 ....... MIN: 29.0 AVG: 62.2 MAX: 79.0 GTX 1650 ....... MIN: 31.0 AVG: 56.9 MAX: 66.0 GTX 1650 SUPER . MIN: 30.0 AVG: 55.6 MAX: 66.0 GTX 1660 ....... MIN: 29.0 AVG: 60.6 MAX: 79.0 GTX 1660 SUPER . MIN: 33.0 AVG: 59.4 MAX: 70.0 GTX 1660 Ti .... MIN: 29.0 AVG: 53.0 MAX: 69.0 RTX 2060 ....... MIN: 28.0 AVG: 50.9 MAX: 70.0 RTX 2060 SUPER . MIN: 29.0 AVG: 52.2 MAX: 71.0 RTX 2070 ....... MIN: 29.0 AVG: 54.1 MAX: 74.0 RTX 2070 SUPER . MIN: 26.0 AVG: 46.5 MAX: 68.0 RTX 2080 ....... MIN: 29.0 AVG: 58.8 MAX: 82.0 RTX 2080 SUPER . MIN: 28.0 AVG: 48.5 MAX: 72.0 RTX 2080 Ti .... MIN: 32.0 AVG: 49.9 MAX: 71.0 RX Vega 56 ..... MIN: 29.0 AVG: 51.2 MAX: 65.0 RX 5600 XT ..... MIN: 44.0 AVG: 57.7 MAX: 66.0 RX 5700 ........ MIN: 38.0 AVG: 52.0 MAX: 67.0 RX 5700 XT ..... MIN: 35.0 AVG: 52.1 MAX: 74.0 Radeon VII ..... MIN: 29.0 AVG: 44.9 MAX: 66.0 NCNN 20200916 Target: Vulkan GPU - Model: squeezenet ms < Lower Is Better GTX 1060 ....... 7.77 |======================================================== GTX 1070 ....... 6.52 |=============================================== GTX 1080 ....... 5.83 |========================================== GTX 1650 ....... 6.83 |================================================= GTX 1650 SUPER . 5.80 |========================================== GTX 1660 ....... 5.52 |======================================== GTX 1660 SUPER . 5.20 |===================================== GTX 1660 Ti .... 5.24 |====================================== RTX 2060 ....... 4.72 |================================== RTX 2060 SUPER . 4.60 |================================= RTX 2070 ....... 4.67 |================================== RTX 2070 SUPER . 4.33 |=============================== RTX 2080 ....... 4.28 |=============================== RTX 2080 SUPER . 4.30 |=============================== RTX 2080 Ti .... 4.01 |============================= RX Vega 56 ..... 4.89 |=================================== RX 5600 XT ..... 3.58 |========================== RX 5700 ........ 3.58 |========================== RX 5700 XT ..... 3.36 |======================== Radeon VII ..... 5.03 |==================================== NCNN 20200916 Target: Vulkan GPU - Model: mobilenet ms < Lower Is Better GTX 1060 ....... 5.99 |===================================== GTX 1070 ....... 5.47 |================================== GTX 1080 ....... 5.26 |================================= GTX 1650 ....... 6.29 |======================================= GTX 1650 SUPER . 5.42 |================================== GTX 1660 ....... 5.57 |=================================== GTX 1660 SUPER . 5.09 |================================ GTX 1660 Ti .... 5.13 |================================ RTX 2060 ....... 4.90 |============================== RTX 2060 SUPER . 4.62 |============================= RTX 2070 ....... 4.83 |============================== RTX 2070 SUPER . 4.65 |============================= RTX 2080 ....... 4.65 |============================= RTX 2080 SUPER . 4.45 |============================ RTX 2080 Ti .... 4.53 |============================ RX Vega 56 ..... 6.31 |======================================= RX 5600 XT ..... 6.54 |========================================= RX 5700 ........ 6.60 |========================================= RX 5700 XT ..... 6.58 |========================================= Radeon VII ..... 9.02 |======================================================== NCNN 20200916 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better GTX 1060 ....... 1.97 |===================================== GTX 1070 ....... 1.85 |=================================== GTX 1080 ....... 2.23 |========================================== GTX 1650 ....... 1.94 |===================================== GTX 1650 SUPER . 1.60 |============================== GTX 1660 ....... 1.77 |================================== GTX 1660 SUPER . 1.48 |============================ GTX 1660 Ti .... 1.61 |=============================== RTX 2060 ....... 1.54 |============================= RTX 2060 SUPER . 1.45 |============================ RTX 2070 ....... 1.45 |============================ RTX 2070 SUPER . 1.44 |=========================== RTX 2080 ....... 1.49 |============================ RTX 2080 SUPER . 1.48 |============================ RTX 2080 Ti .... 1.44 |=========================== RX Vega 56 ..... 2.95 |======================================================== RX 5600 XT ..... 2.15 |========================================= RX 5700 ........ 2.18 |========================================= RX 5700 XT ..... 2.05 |======================================= Radeon VII ..... 2.84 |====================================================== NCNN 20200916 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better GTX 1060 ....... 2.42 |============================= GTX 1070 ....... 2.32 |============================ GTX 1080 ....... 2.25 |=========================== GTX 1650 ....... 2.29 |============================ GTX 1650 SUPER . 1.88 |======================= GTX 1660 ....... 2.14 |========================== GTX 1660 SUPER . 1.98 |======================== GTX 1660 Ti .... 1.83 |====================== RTX 2060 ....... 1.79 |====================== RTX 2060 SUPER . 1.93 |======================= RTX 2070 ....... 1.70 |==================== RTX 2070 SUPER . 1.75 |===================== RTX 2080 ....... 1.76 |===================== RTX 2080 SUPER . 1.62 |==================== RTX 2080 Ti .... 1.73 |===================== RX Vega 56 ..... 4.65 |======================================================== RX 5600 XT ..... 3.11 |===================================== RX 5700 ........ 3.13 |====================================== RX 5700 XT ..... 2.96 |==================================== Radeon VII ..... 4.13 |================================================== NCNN 20200916 Target: Vulkan GPU - Model: shufflenet-v2 ms < Lower Is Better GTX 1060 ....... 1.60 |================================== GTX 1070 ....... 1.55 |================================= GTX 1080 ....... 1.47 |================================ GTX 1650 ....... 1.57 |================================== GTX 1650 SUPER . 1.40 |============================== GTX 1660 ....... 1.51 |================================= GTX 1660 SUPER . 1.33 |============================= GTX 1660 Ti .... 1.46 |=============================== RTX 2060 ....... 1.42 |=============================== RTX 2060 SUPER . 1.32 |============================ RTX 2070 ....... 1.32 |============================ RTX 2070 SUPER . 1.36 |============================= RTX 2080 ....... 1.44 |=============================== RTX 2080 SUPER . 1.39 |============================== RTX 2080 Ti .... 1.36 |============================= RX Vega 56 ..... 2.34 |================================================== RX 5600 XT ..... 1.84 |======================================== RX 5700 ........ 1.86 |======================================== RX 5700 XT ..... 1.73 |===================================== Radeon VII ..... 2.60 |======================================================== NCNN 20200916 Target: Vulkan GPU - Model: mnasnet ms < Lower Is Better GTX 1060 ....... 2.07 |===================================== GTX 1070 ....... 1.96 |=================================== GTX 1080 ....... 1.93 |================================== GTX 1650 ....... 2.17 |======================================= GTX 1650 SUPER . 1.63 |============================= GTX 1660 ....... 2.00 |==================================== GTX 1660 SUPER . 1.79 |================================ GTX 1660 Ti .... 1.63 |============================= RTX 2060 ....... 1.64 |============================= RTX 2060 SUPER . 1.68 |============================== RTX 2070 ....... 1.77 |=============================== RTX 2070 SUPER . 1.54 |=========================== RTX 2080 ....... 1.51 |=========================== RTX 2080 SUPER . 1.51 |=========================== RTX 2080 Ti .... 1.48 |========================== RX Vega 56 ..... 3.09 |======================================================= RX 5600 XT ..... 2.33 |========================================= RX 5700 ........ 2.25 |======================================== RX 5700 XT ..... 2.08 |===================================== Radeon VII ..... 3.15 |======================================================== NCNN 20200916 Target: Vulkan GPU - Model: efficientnet-b0 ms < Lower Is Better GTX 1060 ....... 3.65 |================== GTX 1070 ....... 3.49 |================= GTX 1080 ....... 3.40 |================= GTX 1650 ....... 3.50 |================= GTX 1650 SUPER . 3.21 |================ GTX 1660 ....... 3.19 |================ GTX 1660 SUPER . 2.87 |============== GTX 1660 Ti .... 2.84 |============== RTX 2060 ....... 2.84 |============== RTX 2060 SUPER . 2.61 |============= RTX 2070 ....... 2.89 |============== RTX 2070 SUPER . 2.69 |============= RTX 2080 ....... 2.76 |============== RTX 2080 SUPER . 2.71 |============= RTX 2080 Ti .... 2.73 |============== RX Vega 56 ..... 10.54 |==================================================== RX 5600 XT ..... 7.25 |==================================== RX 5700 ........ 7.85 |======================================= RX 5700 XT ..... 6.63 |================================= Radeon VII ..... 11.07 |======================================================= NCNN 20200916 Target: Vulkan GPU - Model: blazeface ms < Lower Is Better GTX 1060 ....... 0.70 |=========================================== GTX 1070 ....... 0.71 |=========================================== GTX 1080 ....... 0.71 |=========================================== GTX 1650 ....... 0.70 |=========================================== GTX 1650 SUPER . 0.64 |======================================= GTX 1660 ....... 0.67 |========================================= GTX 1660 SUPER . 0.63 |====================================== GTX 1660 Ti .... 0.66 |======================================== RTX 2060 ....... 0.69 |========================================== RTX 2060 SUPER . 0.62 |====================================== RTX 2070 ....... 0.62 |====================================== RTX 2070 SUPER . 0.66 |======================================== RTX 2080 ....... 0.71 |=========================================== RTX 2080 SUPER . 0.63 |====================================== RTX 2080 Ti .... 0.67 |========================================= RX Vega 56 ..... 0.87 |===================================================== RX 5600 XT ..... 0.76 |============================================== RX 5700 ........ 0.77 |=============================================== RX 5700 XT ..... 0.73 |============================================ Radeon VII ..... 0.92 |======================================================== NCNN 20200916 Target: Vulkan GPU - Model: googlenet ms < Lower Is Better GTX 1060 ....... 5.45 |========================================== GTX 1070 ....... 4.58 |==================================== GTX 1080 ....... 4.13 |================================ GTX 1650 ....... 5.31 |========================================= GTX 1650 SUPER . 4.09 |================================ GTX 1660 ....... 4.33 |================================== GTX 1660 SUPER . 3.94 |=============================== GTX 1660 Ti .... 3.78 |============================= RTX 2060 ....... 3.56 |============================ RTX 2060 SUPER . 3.36 |========================== RTX 2070 ....... 3.71 |============================= RTX 2070 SUPER . 3.23 |========================= RTX 2080 ....... 3.33 |========================== RTX 2080 SUPER . 3.23 |========================= RTX 2080 Ti .... 3.05 |======================== RX Vega 56 ..... 5.74 |============================================= RX 5600 XT ..... 4.24 |================================= RX 5700 ........ 4.27 |================================= RX 5700 XT ..... 3.87 |============================== Radeon VII ..... 7.22 |======================================================== NCNN 20200916 Target: Vulkan GPU - Model: vgg16 ms < Lower Is Better GTX 1060 ....... 20.20 |============================================== GTX 1070 ....... 14.98 |================================== GTX 1080 ....... 15.04 |================================== GTX 1650 ....... 24.15 |======================================================= GTX 1650 SUPER . 21.55 |================================================= GTX 1660 ....... 16.98 |======================================= GTX 1660 SUPER . 15.40 |=================================== GTX 1660 Ti .... 15.33 |=================================== RTX 2060 ....... 11.08 |========================= RTX 2060 SUPER . 10.31 |======================= RTX 2070 ....... 9.64 |====================== RTX 2070 SUPER . 8.47 |=================== RTX 2080 ....... 8.05 |================== RTX 2080 SUPER . 7.63 |================= RTX 2080 Ti .... 5.60 |============= RX Vega 56 ..... 11.56 |========================== RX 5600 XT ..... 15.24 |=================================== RX 5700 ........ 14.91 |================================== RX 5700 XT ..... 13.70 |=============================== Radeon VII ..... 10.42 |======================== NCNN 20200916 Target: Vulkan GPU - Model: resnet18 ms < Lower Is Better GTX 1060 ....... 3.13 |==================================================== GTX 1070 ....... 2.39 |======================================== GTX 1080 ....... 2.01 |================================= GTX 1650 ....... 3.37 |======================================================== GTX 1650 SUPER . 2.61 |=========================================== GTX 1660 ....... 2.37 |======================================= GTX 1660 SUPER . 2.38 |======================================== GTX 1660 Ti .... 2.26 |====================================== RTX 2060 ....... 2.00 |================================= RTX 2060 SUPER . 1.72 |============================= RTX 2070 ....... 1.73 |============================= RTX 2070 SUPER . 1.68 |============================ RTX 2080 ....... 1.63 |=========================== RTX 2080 SUPER . 1.51 |========================= RTX 2080 Ti .... 1.42 |======================== RX Vega 56 ..... 2.20 |===================================== RX 5600 XT ..... 1.73 |============================= RX 5700 ........ 1.71 |============================ RX 5700 XT ..... 1.57 |========================== Radeon VII ..... 2.04 |================================== NCNN 20200916 Target: Vulkan GPU - Model: alexnet ms < Lower Is Better GTX 1060 ....... 5.40 |======================================================== GTX 1070 ....... 3.84 |======================================== GTX 1080 ....... 3.78 |======================================= GTX 1650 ....... 3.74 |======================================= GTX 1650 SUPER . 2.95 |=============================== GTX 1660 ....... 3.05 |================================ GTX 1660 SUPER . 2.75 |============================= GTX 1660 Ti .... 2.74 |============================ RTX 2060 ....... 2.43 |========================= RTX 2060 SUPER . 2.22 |======================= RTX 2070 ....... 2.24 |======================= RTX 2070 SUPER . 2.06 |===================== RTX 2080 ....... 1.98 |===================== RTX 2080 SUPER . 1.93 |==================== RTX 2080 Ti .... 1.61 |================= RX Vega 56 ..... 4.38 |============================================= RX 5600 XT ..... 5.24 |====================================================== RX 5700 ........ 5.38 |======================================================== RX 5700 XT ..... 4.81 |================================================== Radeon VII ..... 3.78 |======================================= NCNN 20200916 Target: Vulkan GPU - Model: resnet50 ms < Lower Is Better GTX 1060 ....... 8.00 |===================================================== GTX 1070 ....... 5.91 |======================================= GTX 1080 ....... 4.91 |================================= GTX 1650 ....... 8.42 |======================================================== GTX 1650 SUPER . 5.83 |======================================= GTX 1660 ....... 5.75 |====================================== GTX 1660 SUPER . 5.02 |================================= GTX 1660 Ti .... 5.04 |================================== RTX 2060 ....... 4.26 |============================ RTX 2060 SUPER . 3.84 |========================== RTX 2070 ....... 3.88 |========================== RTX 2070 SUPER . 3.75 |========================= RTX 2080 ....... 3.57 |======================== RTX 2080 SUPER . 3.53 |======================= RTX 2080 Ti .... 3.14 |===================== RX Vega 56 ..... 6.54 |=========================================== RX 5600 XT ..... 5.02 |================================= RX 5700 ........ 5.24 |=================================== RX 5700 XT ..... 4.46 |============================== Radeon VII ..... 6.62 |============================================ NCNN 20200916 Target: Vulkan GPU - Model: yolov4-tiny ms < Lower Is Better GTX 1060 ....... 10.52 |================================================ GTX 1070 ....... 9.15 |========================================== GTX 1080 ....... 8.84 |========================================= GTX 1650 ....... 11.95 |======================================================= GTX 1650 SUPER . 10.67 |================================================= GTX 1660 ....... 9.92 |============================================== GTX 1660 SUPER . 9.41 |=========================================== GTX 1660 Ti .... 9.45 |=========================================== RTX 2060 ....... 8.74 |======================================== RTX 2060 SUPER . 8.54 |======================================= RTX 2070 ....... 8.42 |======================================= RTX 2070 SUPER . 8.30 |====================================== RTX 2080 ....... 8.22 |====================================== RTX 2080 SUPER . 8.12 |===================================== RTX 2080 Ti .... 7.77 |==================================== RX Vega 56 ..... 7.67 |=================================== RX 5600 XT ..... 8.53 |======================================= RX 5700 ........ 8.49 |======================================= RX 5700 XT ..... 8.32 |====================================== Radeon VII ..... 10.00 |============================================== NCNN 20200916 GPU Power Consumption Monitor Watts < Lower Is Better GTX 1060 ....... MIN: 6 AVG: 53 MAX: 89 GTX 1070 ....... MIN: 7 AVG: 72 MAX: 121 GTX 1080 ....... MIN: 7 AVG: 67 MAX: 128 GTX 1650 ....... MIN: 5 AVG: 37 MAX: 59 GTX 1650 SUPER . MIN: 7 AVG: 42 MAX: 70 GTX 1660 ....... MIN: 7 AVG: 41 MAX: 73 GTX 1660 SUPER . MIN: 11 AVG: 58 MAX: 103 GTX 1660 Ti .... MIN: 7 AVG: 53 MAX: 96 RTX 2060 ....... MIN: 10 AVG: 67 MAX: 126 RTX 2060 SUPER . MIN: 10 AVG: 67 MAX: 138 RTX 2070 ....... MIN: 8 AVG: 63 MAX: 133 RTX 2070 SUPER . MIN: 15 AVG: 76 MAX: 153 RTX 2080 ....... MIN: 13 AVG: 80 MAX: 162 RTX 2080 SUPER . MIN: 9 AVG: 76 MAX: 159 RTX 2080 Ti .... MIN: 8 AVG: 92 MAX: 219 RX Vega 56 ..... MIN: 12 AVG: 74 MAX: 164 RX 5600 XT ..... MIN: 22 AVG: 50 MAX: 95 RX 5700 ........ MIN: 31 AVG: 54 MAX: 117 RX 5700 XT ..... MIN: 29 AVG: 65 MAX: 172 Radeon VII ..... MIN: 21 AVG: 56 MAX: 178 NCNN 20200916 GPU Temperature Monitor Celsius < Lower Is Better GTX 1060 ....... MIN: 27.0 AVG: 38.5 MAX: 46.0 GTX 1070 ....... MIN: 29.0 AVG: 51.6 MAX: 61.0 GTX 1080 ....... MIN: 29.0 AVG: 38.6 MAX: 48.0 GTX 1650 ....... MIN: 31.0 AVG: 41.5 MAX: 49.0 GTX 1650 SUPER . MIN: 30.0 AVG: 35.9 MAX: 41.0 GTX 1660 ....... MIN: 29.0 AVG: 41.2 MAX: 50.0 GTX 1660 SUPER . MIN: 33.0 AVG: 47.2 MAX: 58.0 GTX 1660 Ti .... MIN: 29.0 AVG: 44.3 MAX: 52.0 RTX 2060 ....... MIN: 28.0 AVG: 42.0 MAX: 50.0 RTX 2060 SUPER . MIN: 29.0 AVG: 36.9 MAX: 43.0 RTX 2070 ....... MIN: 29.0 AVG: 36.2 MAX: 43.0 RTX 2070 SUPER . MIN: 26.0 AVG: 38.4 MAX: 45.0 RTX 2080 ....... MIN: 29.0 AVG: 49.3 MAX: 61.0 RTX 2080 SUPER . MIN: 28.0 AVG: 40.4 MAX: 47.0 RTX 2080 Ti .... MIN: 32.0 AVG: 43.7 MAX: 50.0 RX Vega 56 ..... MIN: 29.0 AVG: 40.3 MAX: 46.0 RX 5600 XT ..... MIN: 45.0 AVG: 49.9 MAX: 54.0 RX 5700 ........ MIN: 38.0 AVG: 42.0 MAX: 44.0 RX 5700 XT ..... MIN: 35.0 AVG: 45.1 MAX: 50.0 Radeon VII ..... MIN: 29.0 AVG: 35.1 MAX: 39.0 RealSR-NCNN 20200818 Scale: 4x - TAA: Yes Seconds < Lower Is Better GTX 1060 ....... 143.95 |==================================== GTX 1070 ....... 102.79 |========================== GTX 1080 ....... 116.45 |============================= GTX 1650 ....... 215.52 |====================================================== GTX 1650 SUPER . 186.18 |=============================================== GTX 1660 ....... 138.72 |=================================== GTX 1660 SUPER . 120.15 |============================== GTX 1660 Ti .... 117.67 |============================= RTX 2060 ....... 86.37 |====================== RTX 2060 SUPER . 76.37 |=================== RTX 2070 ....... 75.44 |=================== RTX 2070 SUPER . 63.86 |================ RTX 2080 ....... 60.36 |=============== RTX 2080 SUPER . 54.84 |============== RTX 2080 Ti .... 44.99 |=========== RX Vega 56 ..... 66.11 |================= RX 5600 XT ..... 80.26 |==================== RX 5700 ........ 58.93 |=============== RX 5700 XT ..... 55.68 |============== Radeon VII ..... 41.29 |========== RealSR-NCNN 20200818 GPU Power Consumption Monitor Watts < Lower Is Better GTX 1060 ....... MIN: 6 AVG: 112 MAX: 131 GTX 1070 ....... MIN: 8 AVG: 139 MAX: 163 GTX 1080 ....... MIN: 7 AVG: 153 MAX: 188 GTX 1650 ....... MIN: 6 AVG: 65 MAX: 69 GTX 1650 SUPER . MIN: 7 AVG: 88 MAX: 96 GTX 1660 ....... MIN: 7 AVG: 100 MAX: 109 GTX 1660 SUPER . MIN: 11 AVG: 119 MAX: 129 GTX 1660 Ti .... MIN: 8 AVG: 122 MAX: 133 RTX 2060 ....... MIN: 9 AVG: 148 MAX: 164 RTX 2060 SUPER . MIN: 11 AVG: 162 MAX: 180 RTX 2070 ....... MIN: 8 AVG: 161 MAX: 181 RTX 2070 SUPER . MIN: 14 AVG: 197 MAX: 221 RTX 2080 ....... MIN: 14 AVG: 197 MAX: 221 RTX 2080 SUPER . MIN: 9 AVG: 220 MAX: 255 RTX 2080 Ti .... MIN: 9 AVG: 226 MAX: 274 RX Vega 56 ..... MIN: 12 AVG: 150 MAX: 167 RX 5600 XT ..... MIN: 22 AVG: 125 MAX: 171 RX 5700 ........ MIN: 31 AVG: 137 MAX: 165 RX 5700 XT ..... MIN: 32 AVG: 160 MAX: 225 Radeon VII ..... MIN: 21 AVG: 208 MAX: 267 RealSR-NCNN 20200818 GPU Temperature Monitor Celsius < Lower Is Better GTX 1060 ....... MIN: 32 AVG: 63 MAX: 69 GTX 1070 ....... MIN: 41 AVG: 71 MAX: 78 GTX 1080 ....... MIN: 37 AVG: 71 MAX: 79 GTX 1650 ....... MIN: 34 AVG: 62 MAX: 66 GTX 1650 SUPER . MIN: 34 AVG: 61 MAX: 66 GTX 1660 ....... MIN: 37 AVG: 71 MAX: 79 GTX 1660 SUPER . MIN: 41 AVG: 67 MAX: 70 GTX 1660 Ti .... MIN: 35 AVG: 64 MAX: 69 RTX 2060 ....... MIN: 34 AVG: 63 MAX: 70 RTX 2060 SUPER . MIN: 31 AVG: 61 MAX: 71 RTX 2070 ....... MIN: 33 AVG: 64 MAX: 74 RTX 2070 SUPER . MIN: 32 AVG: 58 MAX: 68 RTX 2080 ....... MIN: 43 AVG: 74 MAX: 82 RTX 2080 SUPER . MIN: 34 AVG: 61 MAX: 72 RTX 2080 Ti .... MIN: 38 AVG: 60 MAX: 71 RX Vega 56 ..... MIN: 37 AVG: 60 MAX: 65 RX 5600 XT ..... MIN: 45 AVG: 61 MAX: 66 RX 5700 ........ MIN: 40 AVG: 60 MAX: 67 RX 5700 XT ..... MIN: 42 AVG: 66 MAX: 74 Radeon VII ..... MIN: 32 AVG: 56 MAX: 66 RealSR-NCNN 20200818 Scale: 4x - TAA: No Seconds < Lower Is Better GTX 1060 ....... 20.543 |====================================== GTX 1070 ....... 15.374 |============================ GTX 1080 ....... 17.214 |================================ GTX 1650 ....... 29.372 |====================================================== GTX 1650 SUPER . 25.658 |=============================================== GTX 1660 ....... 19.893 |===================================== GTX 1660 SUPER . 17.538 |================================ GTX 1660 Ti .... 17.150 |================================ RTX 2060 ....... 13.400 |========================= RTX 2060 SUPER . 12.129 |====================== RTX 2070 ....... 12.007 |====================== RTX 2070 SUPER . 10.615 |==================== RTX 2080 ....... 10.061 |================== RTX 2080 SUPER . 9.463 |================= RTX 2080 Ti .... 8.260 |=============== RX Vega 56 ..... 10.254 |=================== RX 5600 XT ..... 12.079 |====================== RX 5700 ........ 9.358 |================= RX 5700 XT ..... 8.982 |================= Radeon VII ..... 7.177 |============= RealSR-NCNN 20200818 GPU Power Consumption Monitor Watts < Lower Is Better GTX 1060 ....... MIN: 7 AVG: 91 MAX: 124 GTX 1070 ....... MIN: 10 AVG: 108 MAX: 153 GTX 1080 ....... MIN: 10 AVG: 121 MAX: 186 GTX 1650 ....... MIN: 7 AVG: 55 MAX: 68 GTX 1650 SUPER . MIN: 7 AVG: 73 MAX: 95 GTX 1660 ....... MIN: 7 AVG: 78 MAX: 107 GTX 1660 SUPER . MIN: 13 AVG: 94 MAX: 128 GTX 1660 Ti .... MIN: 8 AVG: 90 MAX: 133 RTX 2060 ....... MIN: 10 AVG: 106 MAX: 163 RTX 2060 SUPER . MIN: 11 AVG: 116 MAX: 179 RTX 2070 ....... MIN: 11 AVG: 115 MAX: 179 RTX 2070 SUPER . MIN: 16 AVG: 129 MAX: 219 RTX 2080 ....... MIN: 18 AVG: 129 MAX: 222 RTX 2080 SUPER . MIN: 10 AVG: 141 MAX: 255 RTX 2080 Ti .... MIN: 10 AVG: 138 MAX: 267 RX Vega 56 ..... MIN: 11 AVG: 98 MAX: 167 RX 5600 XT ..... MIN: 22 AVG: 89 MAX: 156 RX 5700 ........ MIN: 31 AVG: 93 MAX: 165 RX 5700 XT ..... MIN: 32 AVG: 109 MAX: 212 Radeon VII ..... MIN: 21 AVG: 114 MAX: 262 RealSR-NCNN 20200818 GPU Temperature Monitor Celsius < Lower Is Better GTX 1060 ....... MIN: 54.0 AVG: 60.6 MAX: 64.0 GTX 1070 ....... MIN: 65.0 AVG: 68.8 MAX: 71.0 GTX 1080 ....... MIN: 65.0 AVG: 69.3 MAX: 72.0 GTX 1650 ....... MIN: 50.0 AVG: 59.4 MAX: 62.0 GTX 1650 SUPER . MIN: 55.0 AVG: 60.7 MAX: 63.0 GTX 1660 ....... MIN: 59.0 AVG: 67.5 MAX: 72.0 GTX 1660 SUPER . MIN: 46.0 AVG: 59.1 MAX: 65.0 GTX 1660 Ti .... MIN: 48.0 AVG: 58.4 MAX: 64.0 RTX 2060 ....... MIN: 52.0 AVG: 60.1 MAX: 65.0 RTX 2060 SUPER . MIN: 53.0 AVG: 60.5 MAX: 65.0 RTX 2070 ....... MIN: 57.0 AVG: 62.2 MAX: 66.0 RTX 2070 SUPER . MIN: 53.0 AVG: 58.7 MAX: 63.0 RTX 2080 ....... MIN: 64.0 AVG: 68.7 MAX: 73.0 RTX 2080 SUPER . MIN: 56.0 AVG: 61.6 MAX: 66.0 RTX 2080 Ti .... MIN: 57.0 AVG: 61.2 MAX: 66.0 RX Vega 56 ..... MIN: 49.0 AVG: 54.7 MAX: 59.0 RX 5600 XT ..... MIN: 51.0 AVG: 57.8 MAX: 63.0 RX 5700 ........ MIN: 52.0 AVG: 57.8 MAX: 63.0 RX 5700 XT ..... MIN: 57.0 AVG: 62.4 MAX: 68.0 Radeon VII ..... MIN: 48.0 AVG: 53.0 MAX: 58.0