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NVIDIA GPU Compute ^{6 Tests}
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Radeon RDNA2 Vulkan Compute Tests for a future article. RTX 3060: Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3501 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Sabrent Rocket 4.0 Plus + 2000GB, Graphics: eVGA NVIDIA GeForce RTX 3060 12GB, Audio: NVIDIA Device 228e, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 21.04, Kernel: 5.11.0-25-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server 1.20.11, Display Driver: NVIDIA 470.57.02, OpenGL: 4.6.0, Vulkan: 1.2.175, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 3090: Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3501 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Sabrent Rocket 4.0 Plus + 2000GB, Graphics: NVIDIA GeForce RTX 3090 24GB, Audio: NVIDIA GA102 HD Audio, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 21.04, Kernel: 5.11.0-25-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server 1.20.11, Display Driver: NVIDIA 470.57.02, OpenGL: 4.6.0, Vulkan: 1.2.175, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 3070: Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3501 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Sabrent Rocket 4.0 Plus + 2000GB, Graphics: NVIDIA GeForce RTX 3070 8GB, Audio: NVIDIA GA104 HD Audio, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 21.04, Kernel: 5.11.0-25-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server 1.20.11, Display Driver: NVIDIA 470.57.02, OpenGL: 4.6.0, Vulkan: 1.2.175, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 3080 Ti: Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3501 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Sabrent Rocket 4.0 Plus + 2000GB, Graphics: NVIDIA GeForce RTX 3080 Ti 12GB, Audio: NVIDIA GA102 HD Audio, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 21.04, Kernel: 5.11.0-25-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server 1.20.11, Display Driver: NVIDIA 470.57.02, OpenGL: 4.6.0, Vulkan: 1.2.175, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 3070 Ti: Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3501 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Sabrent Rocket 4.0 Plus + 2000GB, Graphics: NVIDIA GeForce RTX 3070 Ti 8GB, Audio: NVIDIA GA104 HD Audio, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 21.04, Kernel: 5.11.0-25-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server 1.20.11, Display Driver: NVIDIA 470.57.02, OpenGL: 4.6.0, Vulkan: 1.2.175, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 2060 SUPER: Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3501 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Sabrent Rocket 4.0 Plus + 2000GB, Graphics: NVIDIA GeForce RTX 2060 SUPER 8GB, Audio: NVIDIA TU106 HD Audio, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 21.04, Kernel: 5.11.0-25-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server 1.20.11, Display Driver: NVIDIA 470.57.02, OpenGL: 4.6.0, Vulkan: 1.2.175, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 2060: Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3501 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Sabrent Rocket 4.0 Plus + 2000GB, Graphics: NVIDIA GeForce RTX 2060 6GB, Audio: NVIDIA TU106 HD Audio, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 21.04, Kernel: 5.11.0-25-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server 1.20.11, Display Driver: NVIDIA 470.57.02, OpenGL: 4.6.0, Vulkan: 1.2.175, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 3080: Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3501 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Sabrent Rocket 4.0 Plus + 2000GB, Graphics: NVIDIA GeForce RTX 3080 10GB, Audio: NVIDIA GA102 HD Audio, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 21.04, Kernel: 5.11.0-25-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server 1.20.11, Display Driver: NVIDIA 470.57.02, OpenGL: 4.6.0, Vulkan: 1.2.175, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 3060 Ti: Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3501 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Sabrent Rocket 4.0 Plus + 2000GB, Graphics: NVIDIA GeForce RTX 3060 Ti 8GB, Audio: NVIDIA GA104 HD Audio, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 21.04, Kernel: 5.11.0-25-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server 1.20.11, Display Driver: NVIDIA 470.57.02, OpenGL: 4.6.0, Vulkan: 1.2.175, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1060: Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3501 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Sabrent Rocket 4.0 Plus + 2000GB, Graphics: NVIDIA GeForce GTX 1060 6GB, Audio: NVIDIA GP106 HD Audio, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 21.04, Kernel: 5.11.0-25-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server 1.20.11, Display Driver: NVIDIA 470.57.02, OpenGL: 4.6.0, Vulkan: 1.2.175, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1660 SUPER: Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3501 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Sabrent Rocket 4.0 Plus + 2000GB, Graphics: eVGA NVIDIA GeForce GTX 1660 SUPER 6GB, Audio: NVIDIA TU116 HD Audio, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 21.04, Kernel: 5.11.0-25-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server 1.20.11, Display Driver: NVIDIA 470.57.02, OpenGL: 4.6.0, Vulkan: 1.2.175, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 2070 SUPER: Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3501 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Sabrent Rocket 4.0 Plus + 2000GB, Graphics: NVIDIA GeForce RTX 2070 SUPER 8GB, Audio: NVIDIA TU104 HD Audio, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 21.04, Kernel: 5.11.0-25-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server 1.20.11, Display Driver: NVIDIA 470.57.02, OpenGL: 4.6.0, Vulkan: 1.2.175, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 3840x2160 RX 6600 XT: Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3501 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Sabrent Rocket 4.0 Plus + 2000GB, Graphics: AMD Navi 23 8GB (2900/1000MHz), Audio: AMD Device ab28, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 21.04, Kernel: 5.14.0-051400rc4daily20210802-generic (x86_64) 20210801, Desktop: GNOME Shell 3.38.4, Display Server: X Server 1.20.11 + Wayland, OpenGL: 4.6 Mesa 21.3.0-devel (git-b705114 2021-08-03 hirsute-oibaf-ppa) (LLVM 12.0.1), Vulkan: 1.2.185, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 3840x2160 RX 5600 XT: Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3501 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Sabrent Rocket 4.0 Plus + 2000GB, Graphics: Sapphire AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 6GB (1780/875MHz), Audio: AMD Navi 10 HDMI Audio, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 21.04, Kernel: 5.14.0-051400rc4daily20210802-generic (x86_64) 20210801, Desktop: GNOME Shell 3.38.4, Display Server: X Server 1.20.11 + Wayland, OpenGL: 4.6 Mesa 21.3.0-devel (git-b705114 2021-08-03 hirsute-oibaf-ppa) (LLVM 12.0.1), Vulkan: 1.2.185, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 3840x2160 RX 6700 XT: Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3501 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Sabrent Rocket 4.0 Plus + 2000GB, Graphics: AMD Navi 22 12GB (2855/1000MHz), Audio: AMD Device ab28, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 21.04, Kernel: 5.14.0-051400rc4daily20210802-generic (x86_64) 20210801, Desktop: GNOME Shell 3.38.4, Display Server: X Server 1.20.11 + Wayland, OpenGL: 4.6 Mesa 21.3.0-devel (git-b705114 2021-08-03 hirsute-oibaf-ppa) (LLVM 12.0.1), Vulkan: 1.2.185, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 3840x2160 RX 6800: Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3501 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Sabrent Rocket 4.0 Plus + 2000GB, Graphics: AMD Radeon RX 6800/6800 XT / 6900 16GB (2475/1000MHz), Audio: AMD Device ab28, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 21.04, Kernel: 5.14.0-051400rc4daily20210802-generic (x86_64) 20210801, Desktop: GNOME Shell 3.38.4, Display Server: X Server 1.20.11 + Wayland, OpenGL: 4.6 Mesa 21.3.0-devel (git-b705114 2021-08-03 hirsute-oibaf-ppa) (LLVM 12.0.1), Vulkan: 1.2.185, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 3840x2160 RX 6800 XT: Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3501 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Sabrent Rocket 4.0 Plus + 2000GB, Graphics: AMD Radeon RX 6800/6800 XT / 6900 16GB (2575/1000MHz), Audio: AMD Device ab28, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 21.04, Kernel: 5.14.0-051400rc4daily20210802-generic (x86_64) 20210801, Desktop: GNOME Shell 3.38.4, Display Server: X Server 1.20.11 + Wayland, OpenGL: 4.6 Mesa 21.3.0-devel (git-b705114 2021-08-03 hirsute-oibaf-ppa) (LLVM 12.0.1), Vulkan: 1.2.185, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 3840x2160 RX Vega 56: Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3501 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Sabrent Rocket 4.0 Plus + 2000GB, Graphics: AMD Radeon RX 56/64 8GB (1590/800MHz), Audio: AMD Vega 10 HDMI Audio, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 21.04, Kernel: 5.14.0-051400rc4daily20210802-generic (x86_64) 20210801, Desktop: GNOME Shell 3.38.4, Display Server: X Server 1.20.11 + Wayland, OpenGL: 4.6 Mesa 21.3.0-devel (git-b705114 2021-08-03 hirsute-oibaf-ppa) (LLVM 12.0.1), Vulkan: 1.2.185, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 3840x2160 Radeon VII: Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3501 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Sabrent Rocket 4.0 Plus + 2000GB, Graphics: AMD Radeon VII 16GB (1801/1000MHz), Audio: AMD Vega 20 HDMI Audio, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 21.04, Kernel: 5.14.0-051400rc4daily20210802-generic (x86_64) 20210801, Desktop: GNOME Shell 3.38.4, Display Server: X Server 1.20.11 + Wayland, OpenGL: 4.6 Mesa 21.3.0-devel (git-b705114 2021-08-03 hirsute-oibaf-ppa) (LLVM 12.0.1), Vulkan: 1.2.185, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 3840x2160 RX 5500 XT: Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3501 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Sabrent Rocket 4.0 Plus + 2000GB, Graphics: Gigabyte AMD Radeon RX 5500/5500M / Pro 5500M 8GB (1900/875MHz), Audio: AMD Navi 10 HDMI Audio, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 21.04, Kernel: 5.14.0-051400rc4daily20210802-generic (x86_64) 20210801, Desktop: GNOME Shell 3.38.4, Display Server: X Server 1.20.11 + Wayland, OpenGL: 4.6 Mesa 21.3.0-devel (git-b705114 2021-08-03 hirsute-oibaf-ppa) (LLVM 12.0.1), Vulkan: 1.2.185, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 3840x2160 RX 5700 XT: Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3501 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Sabrent Rocket 4.0 Plus + 2000GB, Graphics: AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB (2100/875MHz), Audio: AMD Navi 10 HDMI Audio, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 21.04, Kernel: 5.14.0-051400rc4daily20210802-generic (x86_64) 20210801, Desktop: GNOME Shell 3.38.4, Display Server: X Server 1.20.11 + Wayland, OpenGL: 4.6 Mesa 21.3.0-devel (git-b705114 2021-08-03 hirsute-oibaf-ppa) (LLVM 12.0.1), Vulkan: 1.2.185, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 3840x2160 RX 590: Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3501 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Sabrent Rocket 4.0 Plus + 2000GB, Graphics: Sapphire AMD Radeon RX 470/480/570/570X/580/580X/590 8GB (1560/2100MHz), Audio: AMD Ellesmere HDMI Audio, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 21.04, Kernel: 5.14.0-051400rc4daily20210802-generic (x86_64) 20210801, Desktop: GNOME Shell 3.38.4, Display Server: X Server 1.20.11 + Wayland, OpenGL: 4.6 Mesa 21.3.0-devel (git-b705114 2021-08-03 hirsute-oibaf-ppa) (LLVM 12.0.1), Vulkan: 1.2.185, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 3840x2160 NCNN 20210720 Target: Vulkan GPU - Model: resnet50 ms < Lower Is Better RTX 3060 ....... 4.28 |============================== RTX 3090 ....... 3.57 |========================= RTX 3070 ....... 4.01 |============================= RTX 3080 Ti .... 3.59 |========================== RTX 3070 Ti .... 3.70 |========================== RTX 2060 SUPER . 4.25 |============================== RTX 2060 ....... 4.59 |================================= RTX 3080 ....... 3.50 |========================= RTX 3060 Ti .... 3.86 |=========================== GTX 1060 ....... 7.87 |======================================================== GTX 1660 SUPER . 5.50 |======================================= RTX 2070 SUPER . 4.03 |============================= RX 6600 XT ..... 4.25 |============================== RX 5600 XT ..... 5.43 |======================================= RX 6700 XT ..... 4.07 |============================= RX 6800 ........ 3.62 |========================== RX 6800 XT ..... 3.47 |========================= RX Vega 56 ..... 6.46 |============================================== Radeon VII ..... 6.22 |============================================ RX 5500 XT ..... 6.19 |============================================ RX 5700 XT ..... 4.88 |=================================== RX 590 ......... 7.23 |=================================================== NCNN 20210720 Target: Vulkan GPU - Model: squeezenet_ssd ms < Lower Is Better RTX 3060 ....... 5.00 |==================================== RTX 3090 ....... 4.36 |=============================== RTX 3070 ....... 4.75 |================================== RTX 3080 Ti .... 4.33 |=============================== RTX 3070 Ti .... 4.61 |================================= RTX 2060 SUPER . 5.46 |======================================= RTX 2060 ....... 5.40 |======================================= RTX 3080 ....... 4.12 |============================= RTX 3060 Ti .... 4.51 |================================ GTX 1060 ....... 7.85 |======================================================== GTX 1660 SUPER . 5.77 |========================================= RTX 2070 SUPER . 5.03 |==================================== RX 6600 XT ..... 3.97 |============================ RX 5600 XT ..... 4.24 |============================== RX 6700 XT ..... 3.64 |========================== RX 6800 ........ 3.77 |=========================== RX 6800 XT ..... 4.70 |================================== RX Vega 56 ..... 5.41 |======================================= Radeon VII ..... 5.54 |======================================== RX 5500 XT ..... 4.71 |================================== RX 5700 XT ..... 4.17 |============================== RX 590 ......... 5.94 |========================================== RealSR-NCNN 20200818 Scale: 4x - TAA: No Seconds < Lower Is Better RTX 3060 ....... 10.511 |============================= RTX 3090 ....... 5.592 |=============== RTX 3070 ....... 7.957 |====================== RTX 3080 Ti .... 5.730 |================ RTX 3070 Ti .... 7.129 |=================== RTX 2060 SUPER . 11.537 |=============================== RTX 2060 ....... 12.756 |=================================== RTX 3080 ....... 6.113 |================= RTX 3060 Ti .... 8.401 |======================= GTX 1060 ....... 19.842 |====================================================== GTX 1660 SUPER . 16.932 |============================================== RTX 2070 SUPER . 9.980 |=========================== RX 6600 XT ..... 12.452 |================================== RX 5600 XT ..... 12.165 |================================= RX 6700 XT ..... 6.706 |================== RX 6800 ........ 5.646 |=============== RX 6800 XT ..... 5.589 |=============== RX Vega 56 ..... 9.173 |========================= Radeon VII ..... 6.642 |================== RX 5500 XT ..... 15.009 |========================================= RX 5700 XT ..... 8.817 |======================== RX 590 ......... 13.981 |====================================== RealSR-NCNN 20200818 Scale: 4x - TAA: Yes Seconds < Lower Is Better RTX 3060 ....... 67.93 |========================== RTX 3090 ....... 28.39 |=========== RTX 3070 ....... 47.63 |================== RTX 3080 Ti .... 29.57 |=========== RTX 3070 Ti .... 40.98 |=============== RTX 2060 SUPER . 76.08 |============================= RTX 2060 ....... 85.84 |================================ RTX 3080 ....... 32.64 |============ RTX 3060 Ti .... 51.04 |=================== GTX 1060 ....... 143.34 |====================================================== GTX 1660 SUPER . 119.43 |============================================= RTX 2070 SUPER . 63.24 |======================== RX 6600 XT ..... 86.28 |================================= RX 5600 XT ..... 83.49 |=============================== RX 6700 XT ..... 40.01 |=============== RX 6800 ........ 31.53 |============ RX 6800 XT ..... 30.32 |=========== RX Vega 56 ..... 60.08 |======================= Radeon VII ..... 39.93 |=============== RX 5500 XT ..... 106.09 |======================================== RX 5700 XT ..... 57.18 |====================== RX 590 ......... 98.04 |===================================== VkFFT 1.1.1 Benchmark Score > Higher Is Better RTX 3060 ....... 27345 |================================== RTX 3090 ....... 44485 |======================================================= RTX 3070 ....... 32253 |======================================== RTX 3080 Ti .... 43896 |====================================================== RTX 3070 Ti .... 37929 |=============================================== RTX 2060 SUPER . 29454 |==================================== RTX 2060 ....... 23453 |============================= RTX 3080 ....... 42022 |==================================================== RTX 3060 Ti .... 33586 |========================================== GTX 1060 ....... 14876 |================== GTX 1660 SUPER . 21343 |========================== RTX 2070 SUPER . 30091 |===================================== vkpeak 20210424 fp32-scalar GFLOPS > Higher Is Better GTX 1060 ....... 4692.88 |=========== RX 590 ......... 6953.37 |================ RX 590 ......... 6945.58 |================ GTX 1060 ....... 4694.21 |=========== RX 590 ......... 6943.27 |================ GTX 1060 ....... 4693.11 |=========== RX 590 ......... 6941.28 |================ RTX 3060 ....... 6828.97 |================ RTX 3090 ....... 20908.59 |================================================= RTX 3070 ....... 11550.60 |=========================== RTX 3080 Ti .... 19733.67 |============================================== RTX 3070 Ti .... 11744.81 |=========================== RTX 2060 SUPER . 8340.92 |==================== RTX 2060 ....... 7339.69 |================= RTX 3080 ....... 17234.96 |======================================== RTX 3060 Ti .... 9738.88 |======================= GTX 1060 ....... 4677.94 |=========== GTX 1660 SUPER . 5516.57 |============= RTX 2070 SUPER . 9835.36 |======================= RX 6600 XT ..... 10752.07 |========================= RX 5600 XT ..... 8067.03 |=================== RX 6700 XT ..... 13040.05 |=============================== RX 6800 ........ 17533.67 |========================================= RX 6800 XT ..... 22230.08 |==================================================== RX Vega 56 ..... 10040.70 |======================= Radeon VII ..... 13262.87 |=============================== RX 5500 XT ..... 5155.26 |============ RX 5700 XT ..... 9945.86 |======================= RX 590 ......... 6943.75 |================ vkpeak 20210424 fp32-vec4 GFLOPS > Higher Is Better GTX 1060 ....... 4699.05 |========= GTX 1060 ....... 4688.61 |========= RX 590 ......... 6683.79 |============= RX 590 ......... 6681.98 |============= GTX 1060 ....... 4704.77 |========= RX 590 ......... 6665.22 |============= GTX 1060 ....... 4683.98 |========= RX 590 ......... 6680.26 |============= RTX 3060 ....... 9050.40 |================= RTX 3090 ....... 27576.46 |==================================================== RTX 3070 ....... 15256.89 |============================= RTX 3080 Ti .... 26140.97 |================================================= RTX 3070 Ti .... 15575.92 |============================= RTX 2060 SUPER . 8327.40 |================ RTX 2060 ....... 7332.64 |============== RTX 3080 ....... 22849.13 |=========================================== RTX 3060 Ti .... 12873.43 |======================== GTX 1060 ....... 4688.47 |========= GTX 1660 SUPER . 5500.55 |========== RTX 2070 SUPER . 9848.44 |=================== RX 6600 XT ..... 10681.74 |==================== RX 5600 XT ..... 7998.53 |=============== RX 6700 XT ..... 13014.85 |========================= RX 6800 ........ 17367.81 |================================= RX 6800 XT ..... 21822.01 |========================================= RX Vega 56 ..... 9106.57 |================= Radeon VII ..... 13074.15 |========================= RX 5500 XT ..... 5109.36 |========== RX 5700 XT ..... 9955.49 |=================== RX 590 ......... 6678.76 |============= vkpeak 20210424 fp16-scalar GFLOPS > Higher Is Better RTX 3060 ....... 6856.65 |================ RTX 3090 ....... 20775.59 |================================================= RTX 3070 ....... 11546.64 |=========================== RTX 3080 Ti .... 19620.97 |============================================== RTX 3070 Ti .... 11786.22 |============================ RTX 2060 SUPER . 8324.29 |==================== RTX 2060 ....... 7323.43 |================= RTX 3080 ....... 17223.77 |========================================= RTX 3060 Ti .... 9727.14 |======================= GTX 1660 SUPER . 5479.52 |============= RTX 2070 SUPER . 9860.84 |======================= RX 6600 XT ..... 10757.61 |========================= RX 5600 XT ..... 8079.23 |=================== RX 6700 XT ..... 13132.81 |=============================== RX 6800 ........ 17495.80 |========================================= RX 6800 XT ..... 22066.90 |==================================================== RX Vega 56 ..... 9587.57 |======================= Radeon VII ..... 6729.38 |================ RX 5500 XT ..... 5162.44 |============ RX 5700 XT ..... 10197.52 |======================== vkpeak 20210424 fp16-vec4 GFLOPS > Higher Is Better RTX 3060 ....... 13321.22 |================= RTX 3090 ....... 40573.04 |==================================================== RTX 3070 ....... 22416.29 |============================= RTX 3080 Ti .... 38186.65 |================================================= RTX 3070 Ti .... 22914.41 |============================= RTX 2060 SUPER . 16298.10 |===================== RTX 2060 ....... 14302.39 |================== RTX 3080 ....... 33493.94 |=========================================== RTX 3060 Ti .... 18872.82 |======================== GTX 1660 SUPER . 10733.52 |============== RTX 2070 SUPER . 19279.23 |========================= RX 6600 XT ..... 10755.91 |============== RX 5600 XT ..... 8065.09 |========== RX 6700 XT ..... 13092.99 |================= RX 6800 ........ 17469.70 |====================== RX 6800 XT ..... 21778.95 |============================ RX Vega 56 ..... 9496.70 |============ Radeon VII ..... 6681.82 |========= RX 5500 XT ..... 5157.15 |======= RX 5700 XT ..... 9944.68 |============= vkpeak 20210424 fp64-scalar GFLOPS > Higher Is Better GTX 1060 ....... 150.77 |===== GTX 1060 ....... 150.94 |===== GTX 1060 ....... 150.59 |===== RX 590 ......... 298.18 |========= RTX 3060 ....... 213.30 |======= RTX 3090 ....... 653.58 |==================== RTX 3070 ....... 360.15 |=========== RTX 3080 Ti .... 613.48 |=================== RTX 3070 Ti .... 368.14 |=========== RTX 2060 SUPER . 259.78 |======== RTX 2060 ....... 227.95 |======= RTX 3080 ....... 537.00 |================= RTX 3060 Ti .... 304.12 |========= GTX 1060 ....... 150.76 |===== GTX 1660 SUPER . 172.58 |===== RTX 2070 SUPER . 307.18 |========== RX 6600 XT ..... 341.75 |=========== RX 5600 XT ..... 254.06 |======== RX 6700 XT ..... 422.72 |============= RX 6800 ........ 553.71 |================= RX 6800 XT ..... 702.43 |====================== RX Vega 56 ..... 446.52 |============== Radeon VII ..... 1705.86 |===================================================== RX 5500 XT ..... 162.60 |===== RX 5700 XT ..... 321.69 |========== RX 590 ......... 298.17 |========= vkpeak 20210424 fp64-vec4 GFLOPS > Higher Is Better GTX 1060 ....... 150.67 |===== GTX 1060 ....... 150.57 |===== GTX 1060 ....... 150.72 |===== GTX 1060 ....... 150.37 |===== RX 590 ......... 298.18 |========= RTX 3060 ....... 213.25 |======= RTX 3090 ....... 650.91 |==================== RTX 3070 ....... 362.26 |=========== RTX 3080 Ti .... 615.20 |=================== RTX 3070 Ti .... 367.89 |=========== RTX 2060 SUPER . 259.25 |======== RTX 2060 ....... 228.39 |======= RTX 3080 ....... 538.35 |================= RTX 3060 Ti .... 304.89 |========= GTX 1060 ....... 150.58 |===== GTX 1660 SUPER . 172.51 |===== RTX 2070 SUPER . 307.83 |========= RX 6600 XT ..... 341.95 |=========== RX 5600 XT ..... 253.96 |======== RX 6700 XT ..... 423.20 |============= RX 6800 ........ 554.03 |================= RX 6800 XT ..... 705.52 |====================== RX Vega 56 ..... 447.10 |============== Radeon VII ..... 1721.31 |===================================================== RX 5500 XT ..... 162.12 |===== RX 5700 XT ..... 321.96 |========== RX 590 ......... 298.19 |========= vkpeak 20210424 int16-scalar GIOPS > Higher Is Better RTX 3060 ....... 4511.99 |================= RTX 3090 ....... 13672.11 |==================================================== RTX 3070 ....... 7599.76 |============================= RTX 3080 Ti .... 12913.39 |================================================= RTX 3070 Ti .... 7732.56 |============================= RTX 2060 SUPER . 5452.73 |===================== RTX 2060 ....... 4798.59 |================== RTX 3080 ....... 11298.47 |=========================================== RTX 3060 Ti .... 6402.97 |======================== GTX 1660 SUPER . 3606.83 |============== RTX 2070 SUPER . 6453.71 |========================= RX 6600 XT ..... 5399.64 |===================== RX 5600 XT ..... 4037.92 |=============== RX 6700 XT ..... 6610.46 |========================= RX 6800 ........ 8747.72 |================================= RX 6800 XT ..... 11009.78 |========================================== RX Vega 56 ..... 5229.82 |==================== Radeon VII ..... 6814.78 |========================== RX 5500 XT ..... 2584.63 |========== RX 5700 XT ..... 5119.98 |=================== vkpeak 20210424 int16-vec4 GIOPS > Higher Is Better RTX 3060 ....... 6000.32 |================== RTX 3090 ....... 16924.61 |==================================================== RTX 3070 ....... 10081.35 |=============================== RTX 3080 Ti .... 16293.69 |================================================== RTX 3070 Ti .... 10244.56 |=============================== RTX 2060 SUPER . 7224.24 |====================== RTX 2060 ....... 6339.59 |=================== RTX 3080 ....... 14579.75 |============================================= RTX 3060 Ti .... 8491.18 |========================== GTX 1660 SUPER . 4715.61 |============== RTX 2070 SUPER . 8582.22 |========================== RX 6600 XT ..... 5404.46 |================= RX 5600 XT ..... 4039.01 |============ RX 6700 XT ..... 6621.36 |==================== RX 6800 ........ 8770.70 |=========================== RX 6800 XT ..... 11057.78 |================================== RX Vega 56 ..... 4798.18 |=============== Radeon VII ..... 6647.72 |==================== RX 5500 XT ..... 2587.34 |======== RX 5700 XT ..... 5094.05 |================ VkResample 1.0 Upscale: 2x - Precision: Single ms < Lower Is Better RTX 3060 ....... 23.157 |========================= RTX 3090 ....... 9.294 |========== RTX 3070 ....... 17.851 |=================== RTX 3080 Ti .... 9.542 |========== RTX 3070 Ti .... 13.558 |=============== RTX 2060 SUPER . 22.156 |======================== RTX 2060 ....... 27.218 |============================== RTX 3080 ....... 11.256 |============ RTX 3060 Ti .... 17.659 |=================== GTX 1060 ....... 49.467 |====================================================== GTX 1660 SUPER . 29.715 |================================ RTX 2070 SUPER . 19.423 |===================== RX 6600 XT ..... 14.395 |================ RX 5600 XT ..... 20.344 |====================== RX 6700 XT ..... 11.644 |============= RX 6800 ........ 8.353 |========= RX 6800 XT ..... 7.885 |========= RX Vega 56 ..... 12.053 |============= Radeon VII ..... 7.201 |======== RX 5500 XT ..... 33.717 |===================================== RX 5700 XT ..... 14.532 |================ RX 590 ......... 34.446 |====================================== Waifu2x-NCNN Vulkan 20200818 Scale: 2x - Denoise: 3 - TAA: Yes Seconds < Lower Is Better RTX 3060 ....... 4.976 |============================= RTX 3090 ....... 3.292 |=================== RTX 3070 ....... 4.179 |========================= RTX 3080 Ti .... 3.352 |==================== RTX 3070 Ti .... 3.811 |====================== RTX 2060 SUPER . 5.309 |=============================== RTX 2060 ....... 5.855 |================================== RTX 3080 ....... 3.435 |==================== RTX 3060 Ti .... 4.273 |========================= GTX 1060 ....... 9.353 |======================================================= GTX 1660 SUPER . 7.086 |========================================== RTX 2070 SUPER . 4.827 |============================ RX 6600 XT ..... 5.274 |=============================== RX 5600 XT ..... 6.415 |====================================== RX 6700 XT ..... 3.924 |======================= RX 6800 ........ 3.482 |==================== RX 6800 XT ..... 3.328 |==================== RX Vega 56 ..... 6.896 |========================================= Radeon VII ..... 5.856 |================================== RX 5500 XT ..... 7.761 |============================================== RX 5700 XT ..... 5.429 |================================ RX 590 ......... 8.115 |================================================ vkpeak 20210424 int16-vec4 GIOPS Per Watt > Higher Is Better RTX 3060 ....... 70.90 |============================================== RTX 3070 ....... 84.35 |======================================================= RTX 3080 Ti .... 61.51 |======================================== RTX 2060 SUPER . 58.21 |====================================== RTX 2060 ....... 57.41 |===================================== RTX 3080 ....... 67.55 |============================================ GTX 1660 SUPER . 55.64 |==================================== RTX 2070 SUPER . 68.47 |============================================= RX 6600 XT ..... 54.08 |=================================== RX 5600 XT ..... 43.35 |============================ RX 6700 XT ..... 47.88 |=============================== RX 6800 ........ 64.21 |========================================== RX 6800 XT ..... 50.41 |================================= RX Vega 56 ..... 29.65 |=================== Radeon VII ..... 34.14 |====================== RX 5500 XT ..... 37.01 |======================== RX 5700 XT ..... 35.12 |======================= vkpeak 20210424 GPU Power Consumption Monitor Watts < Lower Is Better GTX 1060 ....... MIN: 7 AVG: 65 MAX: 74 GTX 1060 ....... MIN: 7 AVG: 65 MAX: 74 RX 590 ......... MIN: 31 AVG: 166 MAX: 189 RX 590 ......... MIN: 31 AVG: 165 MAX: 187 GTX 1060 ....... MIN: 6 AVG: 63 MAX: 74 RX 590 ......... MIN: 32 AVG: 166 MAX: 189 GTX 1060 ....... MIN: 7 AVG: 64 MAX: 74 RX 590 ......... MIN: 32 AVG: 165 MAX: 187 RTX 3060 ....... MIN: 17 AVG: 85 MAX: 109 RTX 3090 ....... MIN: 7 AVG: 258 MAX: 300 RTX 3070 ....... MIN: 17 AVG: 120 MAX: 176 RTX 3080 Ti .... MIN: 15 AVG: 265 MAX: 302 RTX 3070 Ti .... MIN: 14 AVG: 156 MAX: 216 RTX 2060 SUPER . MIN: 17 AVG: 124 MAX: 162 RTX 2060 ....... MIN: 18 AVG: 110 MAX: 142 RTX 3080 ....... MIN: 7 AVG: 216 MAX: 258 RTX 3060 Ti .... MIN: 10 AVG: 108 MAX: 153 GTX 1060 ....... MIN: 7 AVG: 64 MAX: 74 GTX 1660 SUPER . MIN: 14 AVG: 85 MAX: 100 RTX 2070 SUPER . MIN: 21 AVG: 125 MAX: 177 RX 6600 XT ..... MIN: 3 AVG: 100 MAX: 145 RX 5600 XT ..... MIN: 8 AVG: 93 MAX: 122 RX 6700 XT ..... MIN: 5 AVG: 138 MAX: 191 RX 6800 ........ MIN: 5 AVG: 137 MAX: 177 RX 6800 XT ..... MIN: 7 AVG: 219 MAX: 257 RX Vega 56 ..... MIN: 4 AVG: 162 MAX: 166 Radeon VII ..... MIN: 21 AVG: 195 MAX: 258 RX 5500 XT ..... MIN: 4 AVG: 70 MAX: 91 RX 5700 XT ..... MIN: 8 AVG: 145 MAX: 187 RX 590 ......... MIN: 31 AVG: 165 MAX: 186 vkpeak 20210424 GPU Temperature Monitor Celsius < Lower Is Better GTX 1060 ....... MIN: 40.0 AVG: 53.2 MAX: 57.0 GTX 1060 ....... MIN: 45.0 AVG: 53.7 MAX: 56.0 RX 590 ......... MIN: 40.0 AVG: 64.5 MAX: 71.0 RX 590 ......... MIN: 46.0 AVG: 64.6 MAX: 70.0 GTX 1060 ....... MIN: 28.0 AVG: 50.8 MAX: 56.0 RX 590 ......... MIN: 27.0 AVG: 64.4 MAX: 73.0 GTX 1060 ....... MIN: 44.0 AVG: 54.0 MAX: 57.0 RX 590 ......... MIN: 44.0 AVG: 64.4 MAX: 70.0 RTX 3060 ....... MIN: 32.0 AVG: 52.5 MAX: 57.0 RTX 3090 ....... MIN: 25.0 AVG: 59.6 MAX: 67.0 RTX 3070 ....... MIN: 34.0 AVG: 57.3 MAX: 66.0 RTX 3080 Ti .... MIN: 28.0 AVG: 66.1 MAX: 73.0 RTX 3070 Ti .... MIN: 28.0 AVG: 60.0 MAX: 70.0 RTX 2060 SUPER . MIN: 28.0 AVG: 58.6 MAX: 68.0 RTX 2060 ....... MIN: 38.0 AVG: 58.8 MAX: 65.0 RTX 3080 ....... MIN: 40.0 AVG: 64.1 MAX: 70.0 RTX 3060 Ti .... MIN: 29.0 AVG: 55.4 MAX: 65.0 GTX 1060 ....... MIN: 46.0 AVG: 53.8 MAX: 57.0 GTX 1660 SUPER . MIN: 38.0 AVG: 58.0 MAX: 63.0 RTX 2070 SUPER . MIN: 29.0 AVG: 52.6 MAX: 60.0 RX 6600 XT ..... MIN: 31.0 AVG: 50.6 MAX: 58.0 RX 5600 XT ..... MIN: 27.0 AVG: 51.8 MAX: 59.0 RX 6700 XT ..... MIN: 33.0 AVG: 63.1 MAX: 70.0 RX 6800 ........ MIN: 29.0 AVG: 54.2 MAX: 60.0 RX 6800 XT ..... MIN: 27.0 AVG: 68.8 MAX: 77.0 RX Vega 56 ..... MIN: 30.0 AVG: 68.1 MAX: 75.0 Radeon VII ..... MIN: 27.0 AVG: 63.1 MAX: 71.0 RX 5500 XT ..... MIN: 38.0 AVG: 56.8 MAX: 62.0 RX 5700 XT ..... MIN: 30.0 AVG: 67.0 MAX: 77.0 RX 590 ......... MIN: 46.0 AVG: 64.9 MAX: 70.0 RealSR-NCNN 20200818 GPU Power Consumption Monitor Watts < Lower Is Better RTX 3060 ....... MIN: 17 AVG: 106 MAX: 164 RTX 3090 ....... MIN: 16 AVG: 171 MAX: 348 RTX 3070 ....... MIN: 18 AVG: 120 MAX: 220 RTX 3080 Ti .... MIN: 19 AVG: 170 MAX: 340 RTX 3070 Ti .... MIN: 16 AVG: 157 MAX: 289 RTX 2060 SUPER . MIN: 17 AVG: 114 MAX: 179 RTX 2060 ....... MIN: 18 AVG: 109 MAX: 163 RTX 3080 ....... MIN: 14 AVG: 161 MAX: 319 RTX 3060 Ti .... MIN: 13 AVG: 112 MAX: 197 GTX 1060 ....... MIN: 7 AVG: 92 MAX: 123 GTX 1660 SUPER . MIN: 14 AVG: 95 MAX: 128 RTX 2070 SUPER . MIN: 19 AVG: 133 MAX: 220 RX 6600 XT ..... MIN: 3 AVG: 71 MAX: 141 RX 5600 XT ..... MIN: 8 AVG: 85 MAX: 169 RX 6700 XT ..... MIN: 5 AVG: 91 MAX: 228 RX 6800 ........ MIN: 5 AVG: 84 MAX: 205 RX 6800 XT ..... MIN: 6 AVG: 102 MAX: 257 RX Vega 56 ..... MIN: 4 AVG: 93 MAX: 167 Radeon VII ..... MIN: 20 AVG: 117 MAX: 256 RX 5500 XT ..... MIN: 3 AVG: 66 MAX: 123 RX 5700 XT ..... MIN: 9 AVG: 100 MAX: 198 RX 590 ......... MIN: 31 AVG: 134 MAX: 181 RealSR-NCNN 20200818 GPU Temperature Monitor Celsius < Lower Is Better RTX 3060 ....... MIN: 41.0 AVG: 52.1 MAX: 59.0 RTX 3090 ....... MIN: 46.0 AVG: 51.9 MAX: 57.0 RTX 3070 ....... MIN: 43.0 AVG: 53.1 MAX: 62.0 RTX 3080 Ti .... MIN: 46.0 AVG: 53.7 MAX: 59.0 RTX 3070 Ti .... MIN: 42.0 AVG: 56.0 MAX: 66.0 RTX 2060 SUPER . MIN: 40.0 AVG: 51.3 MAX: 58.0 RTX 2060 ....... MIN: 41.0 AVG: 52.6 MAX: 60.0 RTX 3080 ....... MIN: 46.0 AVG: 53.4 MAX: 60.0 RTX 3060 Ti .... MIN: 40.0 AVG: 51.0 MAX: 60.0 GTX 1060 ....... MIN: 45.0 AVG: 56.2 MAX: 62.0 GTX 1660 SUPER . MIN: 38.0 AVG: 55.2 MAX: 64.0 RTX 2070 SUPER . MIN: 39.0 AVG: 48.4 MAX: 55.0 RX 6600 XT ..... MIN: 36.0 AVG: 43.0 MAX: 47.0 RX 5600 XT ..... MIN: 36.0 AVG: 48.5 MAX: 55.0 RX 6700 XT ..... MIN: 45.0 AVG: 57.7 MAX: 69.0 RX 6800 ........ MIN: 49.0 AVG: 53.8 MAX: 58.0 RX 6800 XT ..... MIN: 52.0 AVG: 57.5 MAX: 64.0 RX Vega 56 ..... MIN: 50.0 AVG: 61.1 MAX: 67.0 Radeon VII ..... MIN: 45.0 AVG: 53.7 MAX: 61.0 RX 5500 XT ..... MIN: 44.0 AVG: 53.0 MAX: 58.0 RX 5700 XT ..... MIN: 46.0 AVG: 56.5 MAX: 64.0 RX 590 ......... MIN: 45.0 AVG: 58.4 MAX: 65.0 RealSR-NCNN 20200818 GPU Power Consumption Monitor Watts < Lower Is Better RTX 3060 ....... MIN: 17 AVG: 153 MAX: 166 RTX 3090 ....... MIN: 13 AVG: 293 MAX: 347 RTX 3070 ....... MIN: 18 AVG: 195 MAX: 220 RTX 3080 Ti .... MIN: 24 AVG: 292 MAX: 343 RTX 3070 Ti .... MIN: 17 AVG: 256 MAX: 289 RTX 2060 SUPER . MIN: 17 AVG: 163 MAX: 179 RTX 2060 ....... MIN: 18 AVG: 150 MAX: 164 RTX 3080 ....... MIN: 12 AVG: 273 MAX: 320 RTX 3060 Ti .... MIN: 14 AVG: 178 MAX: 198 GTX 1060 ....... MIN: 28 AVG: 114 MAX: 138 GTX 1660 SUPER . MIN: 14 AVG: 119 MAX: 128 RTX 2070 SUPER . MIN: 21 AVG: 197 MAX: 219 RX 6600 XT ..... MIN: 3 AVG: 102 MAX: 143 RX 5600 XT ..... MIN: 7 AVG: 124 MAX: 168 RX 6700 XT ..... MIN: 5 AVG: 164 MAX: 239 RX 6800 ........ MIN: 5 AVG: 168 MAX: 205 RX 6800 XT ..... MIN: 8 AVG: 213 MAX: 258 RX Vega 56 ..... MIN: 3 AVG: 150 MAX: 167 Radeon VII ..... MIN: 21 AVG: 205 MAX: 263 RX 5500 XT ..... MIN: 4 AVG: 90 MAX: 124 RX 5700 XT ..... MIN: 8 AVG: 165 MAX: 231 RX 590 ......... MIN: 31 AVG: 172 MAX: 185 RealSR-NCNN 20200818 GPU Temperature Monitor Celsius < Lower Is Better RTX 3060 ....... MIN: 42 AVG: 61 MAX: 64 RTX 3090 ....... MIN: 47 AVG: 60 MAX: 66 RTX 3070 ....... MIN: 47 AVG: 67 MAX: 72 RTX 3080 Ti .... MIN: 50 AVG: 65 MAX: 71 RTX 3070 Ti .... MIN: 48 AVG: 71 MAX: 76 RTX 2060 SUPER . MIN: 45 AVG: 66 MAX: 70 RTX 2060 ....... MIN: 46 AVG: 65 MAX: 69 RTX 3080 ....... MIN: 50 AVG: 65 MAX: 72 RTX 3060 Ti .... MIN: 43 AVG: 65 MAX: 70 GTX 1060 ....... MIN: 52 AVG: 67 MAX: 70 GTX 1660 SUPER . MIN: 42 AVG: 67 MAX: 69 RTX 2070 SUPER . MIN: 43 AVG: 62 MAX: 69 RX 6600 XT ..... MIN: 39 AVG: 49 MAX: 52 RX 5600 XT ..... MIN: 38 AVG: 57 MAX: 62 RX 6700 XT ..... MIN: 55 AVG: 73 MAX: 77 RX 6800 ........ MIN: 52 AVG: 61 MAX: 64 RX 6800 XT ..... MIN: 55 AVG: 70 MAX: 78 RX Vega 56 ..... MIN: 51 AVG: 64 MAX: 68 Radeon VII ..... MIN: 52 AVG: 66 MAX: 70 RX 5500 XT ..... MIN: 46 AVG: 62 MAX: 67 RX 5700 XT ..... MIN: 49 AVG: 69 MAX: 74 RX 590 ......... MIN: 42 AVG: 66 MAX: 70 Waifu2x-NCNN Vulkan 20200818 GPU Power Consumption Monitor Watts < Lower Is Better RTX 3060 ....... MIN: 18 AVG: 74 MAX: 127 RTX 3090 ....... MIN: 13 AVG: 148 MAX: 280 RTX 3070 ....... MIN: 18 AVG: 89 MAX: 172 RTX 3080 Ti .... MIN: 24 AVG: 149 MAX: 276 RTX 3070 Ti .... MIN: 19 AVG: 119 MAX: 219 RTX 2060 SUPER . MIN: 17 AVG: 93 MAX: 167 RTX 2060 ....... MIN: 18 AVG: 85 MAX: 151 RTX 3080 ....... MIN: 18 AVG: 135 MAX: 258 RTX 3060 Ti .... MIN: 15 AVG: 88 MAX: 166 GTX 1060 ....... MIN: 7 AVG: 73 MAX: 127 GTX 1660 SUPER . MIN: 15 AVG: 76 MAX: 119 RTX 2070 SUPER . MIN: 21 AVG: 97 MAX: 189 RX 6600 XT ..... MIN: 3 AVG: 50 MAX: 150 RX 5600 XT ..... MIN: 7 AVG: 63 MAX: 153 RX 6700 XT ..... MIN: 5 AVG: 56 MAX: 233 RX 6800 ........ MIN: 5 AVG: 59 MAX: 143 RX 6800 XT ..... MIN: 6 AVG: 79 MAX: 190 RX Vega 56 ..... MIN: 3 AVG: 90 MAX: 164 Radeon VII ..... MIN: 21 AVG: 67 MAX: 258 RX 5500 XT ..... MIN: 4 AVG: 46 MAX: 122 RX 5700 XT ..... MIN: 8 AVG: 84 MAX: 234 RX 590 ......... MIN: 31 AVG: 108 MAX: 154 Waifu2x-NCNN Vulkan 20200818 GPU Temperature Monitor Celsius < Lower Is Better RTX 3060 ....... MIN: 44.0 AVG: 51.2 MAX: 58.0 RTX 3090 ....... MIN: 53.0 AVG: 56.3 MAX: 60.0 RTX 3070 ....... MIN: 52.0 AVG: 56.3 MAX: 62.0 RTX 3080 Ti .... MIN: 56.0 AVG: 58.9 MAX: 63.0 RTX 3070 Ti .... MIN: 54.0 AVG: 59.7 MAX: 65.0 RTX 2060 SUPER . MIN: 52.0 AVG: 57.2 MAX: 62.0 RTX 2060 ....... MIN: 51.0 AVG: 56.0 MAX: 61.0 RTX 3080 ....... MIN: 55.0 AVG: 58.8 MAX: 63.0 RTX 3060 Ti .... MIN: 51.0 AVG: 55.7 MAX: 61.0 GTX 1060 ....... MIN: 54.0 AVG: 58.6 MAX: 61.0 GTX 1660 SUPER . MIN: 44.0 AVG: 53.8 MAX: 61.0 RTX 2070 SUPER . MIN: 51.0 AVG: 55.8 MAX: 62.0 RX 6600 XT ..... MIN: 41.0 AVG: 44.8 MAX: 48.0 RX 5600 XT ..... MIN: 44.0 AVG: 49.8 MAX: 56.0 RX 6700 XT ..... MIN: 54.0 AVG: 58.8 MAX: 64.0 RX 6800 ........ MIN: 53.0 AVG: 55.2 MAX: 58.0 RX 6800 XT ..... MIN: 62.0 AVG: 65.2 MAX: 69.0 RX Vega 56 ..... MIN: 49.0 AVG: 53.5 MAX: 57.0 Radeon VII ..... MIN: 47.0 AVG: 52.4 MAX: 57.0 RX 5500 XT ..... MIN: 54.0 AVG: 58.8 MAX: 63.0 RX 5700 XT ..... MIN: 52.0 AVG: 58.1 MAX: 65.0 RX 590 ......... MIN: 39.0 AVG: 49.5 MAX: 56.0 VkFFT 1.1.1 Benchmark Score Per Watt > Higher Is Better RTX 3060 ....... 392.78 |==================================================== RTX 3090 ....... 299.65 |======================================== RTX 3070 ....... 385.16 |=================================================== RTX 3080 Ti .... 291.65 |======================================= RTX 3070 Ti .... 318.06 |========================================== RTX 2060 SUPER . 383.62 |=================================================== RTX 2060 ....... 346.08 |============================================== RTX 3080 ....... 313.43 |========================================== RTX 3060 Ti .... 405.69 |====================================================== GTX 1060 ....... 261.51 |=================================== GTX 1660 SUPER . 356.60 |=============================================== RTX 2070 SUPER . 358.20 |================================================ VkFFT 1.1.1 GPU Power Consumption Monitor Watts < Lower Is Better RTX 3060 ....... MIN: 18 AVG: 70 MAX: 108 RTX 3090 ....... MIN: 12 AVG: 148 MAX: 222 RTX 3070 ....... MIN: 18 AVG: 84 MAX: 133 RTX 3080 Ti .... MIN: 17 AVG: 151 MAX: 220 RTX 3070 Ti .... MIN: 17 AVG: 119 MAX: 176 RTX 2060 SUPER . MIN: 16 AVG: 77 MAX: 185 RTX 2060 ....... MIN: 18 AVG: 68 MAX: 161 RTX 3080 ....... MIN: 14 AVG: 134 MAX: 197 RTX 3060 Ti .... MIN: 14 AVG: 83 MAX: 130 GTX 1060 ....... MIN: 23 AVG: 57 MAX: 107 GTX 1660 SUPER . MIN: 14 AVG: 60 MAX: 130 RTX 2070 SUPER . MIN: 20 AVG: 84 MAX: 216 VkFFT 1.1.1 GPU Temperature Monitor Celsius < Lower Is Better RTX 3060 ....... MIN: 42.0 AVG: 50.8 MAX: 61.0 RTX 3090 ....... MIN: 48.0 AVG: 51.5 MAX: 57.0 RTX 3070 ....... MIN: 47.0 AVG: 51.6 MAX: 60.0 RTX 3080 Ti .... MIN: 51.0 AVG: 56.3 MAX: 60.0 RTX 3070 Ti .... MIN: 50.0 AVG: 58.7 MAX: 68.0 RTX 2060 SUPER . MIN: 45.0 AVG: 49.4 MAX: 56.0 RTX 2060 ....... MIN: 46.0 AVG: 50.4 MAX: 57.0 RTX 3080 ....... MIN: 51.0 AVG: 56.1 MAX: 61.0 RTX 3060 Ti .... MIN: 46.0 AVG: 50.6 MAX: 59.0 GTX 1060 ....... MIN: 46.0 AVG: 50.4 MAX: 54.0 GTX 1660 SUPER . MIN: 42.0 AVG: 51.9 MAX: 61.0 RTX 2070 SUPER . MIN: 42.0 AVG: 46.0 MAX: 54.0 VkResample 1.0 GPU Power Consumption Monitor Watts < Lower Is Better RTX 3060 ....... MIN: 17 AVG: 40 MAX: 137 RTX 3090 ....... MIN: 17 AVG: 70 MAX: 312 RTX 3070 ....... MIN: 18 AVG: 45 MAX: 182 RTX 3080 Ti .... MIN: 15 AVG: 70 MAX: 291 RTX 3070 Ti .... MIN: 16 AVG: 58 MAX: 253 RTX 2060 SUPER . MIN: 16 AVG: 43 MAX: 174 RTX 2060 ....... MIN: 18 AVG: 43 MAX: 140 RTX 3080 ....... MIN: 9 AVG: 61 MAX: 258 RTX 3060 Ti .... MIN: 13 AVG: 41 MAX: 178 GTX 1060 ....... MIN: 7 AVG: 45 MAX: 96 GTX 1660 SUPER . MIN: 14 AVG: 40 MAX: 124 RTX 2070 SUPER . MIN: 20 AVG: 49 MAX: 187 RX 6600 XT ..... MIN: 3 AVG: 17 MAX: 108 RX 5600 XT ..... MIN: 8 AVG: 21 MAX: 87 RX 6700 XT ..... MIN: 5 AVG: 17 MAX: 173 RX 6800 ........ MIN: 6 AVG: 19 MAX: 153 RX 6800 XT ..... MIN: 6 AVG: 25 MAX: 198 RX Vega 56 ..... MIN: 3 AVG: 20 MAX: 165 Radeon VII ..... MIN: 20 AVG: 32 MAX: 201 RX 5500 XT ..... MIN: 3 AVG: 16 MAX: 93 RX 5700 XT ..... MIN: 9 AVG: 24 MAX: 200 RX 590 ......... MIN: 31 AVG: 56 MAX: 123 VkResample 1.0 GPU Temperature Monitor Celsius < Lower Is Better RTX 3060 ....... MIN: 42.0 AVG: 45.8 MAX: 55.0 RTX 3090 ....... MIN: 42.0 AVG: 44.8 MAX: 53.0 RTX 3070 ....... MIN: 41.0 AVG: 44.9 MAX: 54.0 RTX 3080 Ti .... MIN: 45.0 AVG: 48.5 MAX: 54.0 RTX 3070 Ti .... MIN: 45.0 AVG: 50.1 MAX: 63.0 RTX 2060 SUPER . MIN: 39.0 AVG: 42.4 MAX: 52.0 RTX 2060 ....... MIN: 41.0 AVG: 44.5 MAX: 53.0 RTX 3080 ....... MIN: 45.0 AVG: 48.9 MAX: 57.0 RTX 3060 Ti .... MIN: 39.0 AVG: 43.0 MAX: 54.0 GTX 1060 ....... MIN: 44.0 AVG: 46.7 MAX: 50.0 GTX 1660 SUPER . MIN: 42.0 AVG: 46.6 MAX: 59.0 RTX 2070 SUPER . MIN: 37.0 AVG: 40.2 MAX: 48.0 RX 6600 XT ..... MIN: 28.0 AVG: 29.2 MAX: 34.0 RX 5600 XT ..... MIN: 39.0 AVG: 41.8 MAX: 49.0 RX 6700 XT ..... MIN: 49.0 AVG: 52.7 MAX: 60.0 RX 6800 ........ MIN: 50.0 AVG: 51.7 MAX: 54.0 RX 6800 XT ..... MIN: 52.0 AVG: 56.2 MAX: 63.0 RX Vega 56 ..... MIN: 43.0 AVG: 45.3 MAX: 49.0 Radeon VII ..... MIN: 40.0 AVG: 42.4 MAX: 48.0 RX 5500 XT ..... MIN: 47.0 AVG: 50.4 MAX: 57.0 RX 5700 XT ..... MIN: 44.0 AVG: 46.9 MAX: 55.0 RX 590 ......... MIN: 30.0 AVG: 35.2 MAX: 45.0 GPU Power Consumption Monitor Phoronix Test Suite System Monitoring Watts RTX 3060 ....... MIN: 17 AVG: 76 MAX: 166 RTX 3090 ....... MIN: 7 AVG: 163 MAX: 348 RTX 3070 ....... MIN: 17 AVG: 92 MAX: 220 RTX 3080 Ti .... MIN: 15 AVG: 179 MAX: 343 RTX 3070 Ti .... MIN: 14 AVG: 123 MAX: 289 RTX 2060 SUPER . MIN: 16 AVG: 91 MAX: 185 RTX 2060 ....... MIN: 18 AVG: 81 MAX: 164 RTX 3080 ....... MIN: 7 AVG: 149 MAX: 320 RTX 3060 Ti .... MIN: 10 AVG: 88 MAX: 198 GTX 1060 ....... MIN: 6 AVG: 64 MAX: 138 GTX 1660 SUPER . MIN: 14 AVG: 71 MAX: 130 RTX 2070 SUPER . MIN: 19 AVG: 99 MAX: 220 RX 6600 XT ..... MIN: 3 AVG: 13 MAX: 108 RX 5600 XT ..... MIN: 7 AVG: 76 MAX: 169 RX 6700 XT ..... MIN: 5 AVG: 79 MAX: 239 RX 6800 ........ MIN: 5 AVG: 90 MAX: 205 RX 6800 XT ..... MIN: 6 AVG: 127 MAX: 258 RX Vega 56 ..... MIN: 3 AVG: 115 MAX: 167 Radeon VII ..... MIN: 20 AVG: 118 MAX: 263 RX 5500 XT ..... MIN: 3 AVG: 50 MAX: 124 RX 5700 XT ..... MIN: 8 AVG: 110 MAX: 234 RX 590 ......... MIN: 31 AVG: 151 MAX: 189 GPU Temperature Monitor Phoronix Test Suite System Monitoring Celsius RTX 3060 ....... MIN: 32.0 AVG: 51.3 MAX: 64.0 RTX 3090 ....... MIN: 25.0 AVG: 52.5 MAX: 67.0 RTX 3070 ....... MIN: 34.0 AVG: 52.5 MAX: 72.0 RTX 3080 Ti .... MIN: 28.0 AVG: 58.4 MAX: 73.0 RTX 3070 Ti .... MIN: 28.0 AVG: 58.1 MAX: 76.0 RTX 2060 SUPER . MIN: 28.0 AVG: 52.2 MAX: 70.0 RTX 2060 ....... MIN: 35.0 AVG: 52.2 MAX: 69.0 RTX 3080 ....... MIN: 40.0 AVG: 57.2 MAX: 72.0 RTX 3060 Ti .... MIN: 29.0 AVG: 51.1 MAX: 70.0 GTX 1060 ....... MIN: 28.0 AVG: 52.9 MAX: 70.0 GTX 1660 SUPER . MIN: 38.0 AVG: 54.7 MAX: 69.0 RTX 2070 SUPER . MIN: 29.0 AVG: 48.4 MAX: 69.0 RX 6600 XT ..... MIN: 28.0 AVG: 30.1 MAX: 35.0 RX 5600 XT ..... MIN: 27.0 AVG: 49.4 MAX: 62.0 RX 6700 XT ..... MIN: 33.0 AVG: 57.0 MAX: 77.0 RX 6800 ........ MIN: 29.0 AVG: 53.8 MAX: 64.0 RX 6800 XT ..... MIN: 27.0 AVG: 61.5 MAX: 78.0 RX Vega 56 ..... MIN: 29.0 AVG: 61.2 MAX: 75.0 Radeon VII ..... MIN: 27.0 AVG: 54.1 MAX: 71.0 RX 5500 XT ..... MIN: 38.0 AVG: 53.8 MAX: 67.0 RX 5700 XT ..... MIN: 30.0 AVG: 60.9 MAX: 77.0 RX 590 ......... MIN: 25.0 AVG: 61.2 MAX: 73.0 vkpeak 20210424 fp64-vec4 GFLOPS Per Watt > Higher Is Better RTX 3090 .... 2.522 |==================================================== RTX 3070 Ti . 2.353 |================================================ RTX 3060 Ti . 2.828 |==========================================================