nvidia linux AMD Ryzen 9 5900X 12-Core testing with a ASUS ROG CROSSHAIR VIII HERO (3801 BIOS) and NVIDIA GeForce RTX 3080 10GB on Ubuntu 20.04 via the Phoronix Test Suite. GTX 1660Ti: Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3801 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Western Digital WDS100T1X0E-00AFY0 + 2000GB, Graphics: eVGA NVIDIA GeForce GTX 1660 Ti 6GB, Audio: NVIDIA TU116 HD Audio, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 20.04, Kernel: 5.11.0-37-generic (x86_64), Desktop: GNOME Shell 3.36.9, Display Server: X Server 1.20.11, Display Driver: NVIDIA 470.74, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 11.4.136, Vulkan: 1.2.175, Compiler: GCC 9.3.0, 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 (3801 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Western Digital WDS100T1X0E-00AFY0 + 2000GB, Graphics: NVIDIA GeForce GTX 1060 6GB, Audio: NVIDIA GP106 HD Audio, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 20.04, Kernel: 5.11.0-37-generic (x86_64), Desktop: GNOME Shell 3.36.9, Display Server: X Server 1.20.11, Display Driver: NVIDIA 470.74, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 11.4.136, Vulkan: 1.2.175, Compiler: GCC 9.3.0, 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 (3801 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Western Digital WDS100T1X0E-00AFY0 + 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 20.04, Kernel: 5.11.0-37-generic (x86_64), Desktop: GNOME Shell 3.36.9, Display Server: X Server 1.20.11, Display Driver: NVIDIA 470.74, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 11.4.136, Vulkan: 1.2.175, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 3060: Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3801 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Western Digital WDS100T1X0E-00AFY0 + 2000GB, Graphics: eVGA NVIDIA GeForce RTX 3060 12GB, Audio: NVIDIA Device 228e, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 20.04, Kernel: 5.11.0-37-generic (x86_64), Desktop: GNOME Shell 3.36.9, Display Server: X Server 1.20.11, Display Driver: NVIDIA 470.74, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 11.4.136, Vulkan: 1.2.175, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160 NVIDIA RTX 3060: Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3801 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Western Digital WDS100T1X0E-00AFY0 + 2000GB, Graphics: eVGA NVIDIA GeForce RTX 3060 12GB, Audio: NVIDIA Device 228e, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 20.04, Kernel: 5.11.0-37-generic (x86_64), Desktop: GNOME Shell 3.36.9, Display Server: X Server 1.20.11, Display Driver: NVIDIA 470.74, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 11.4.136, Vulkan: 1.2.175, Compiler: GCC 9.3.0, 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 (3801 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Western Digital WDS100T1X0E-00AFY0 + 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 20.04, Kernel: 5.11.0-37-generic (x86_64), Desktop: GNOME Shell 3.36.9, Display Server: X Server 1.20.11, Display Driver: NVIDIA 470.74, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 11.4.136, Vulkan: 1.2.175, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 2070: Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3801 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Western Digital WDS100T1X0E-00AFY0 + 2000GB, Graphics: ASUS NVIDIA GeForce RTX 2070 8GB, Audio: NVIDIA TU106 HD Audio, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 20.04, Kernel: 5.11.0-37-generic (x86_64), Desktop: GNOME Shell 3.36.9, Display Server: X Server 1.20.11, Display Driver: NVIDIA 470.74, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 11.4.136, Vulkan: 1.2.175, Compiler: GCC 9.3.0, 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 (3801 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Western Digital WDS100T1X0E-00AFY0 + 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 20.04, Kernel: 5.11.0-37-generic (x86_64), Desktop: GNOME Shell 3.36.9, Display Server: X Server 1.20.11, Display Driver: NVIDIA 470.74, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 11.4.136, Vulkan: 1.2.175, Compiler: GCC 9.3.0, 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 (3801 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Western Digital WDS100T1X0E-00AFY0 + 2000GB, Graphics: NVIDIA GeForce RTX 2060 6GB, Audio: NVIDIA TU106 HD Audio, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 20.04, Kernel: 5.11.0-37-generic (x86_64), Desktop: GNOME Shell 3.36.9, Display Server: X Server 1.20.11, Display Driver: NVIDIA 470.74, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 11.4.136, Vulkan: 1.2.175, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 3060Ti: Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3801 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Western Digital WDS100T1X0E-00AFY0 + 2000GB, Graphics: NVIDIA GeForce RTX 3060 Ti 8GB, Audio: NVIDIA Device 228b, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 20.04, Kernel: 5.11.0-37-generic (x86_64), Desktop: GNOME Shell 3.36.9, Display Server: X Server 1.20.11, Display Driver: NVIDIA 470.74, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 11.4.136, Vulkan: 1.2.175, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 3080Ti: Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3801 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Western Digital WDS100T1X0E-00AFY0 + 2000GB, Graphics: NVIDIA GeForce RTX 3080 Ti 12GB, Audio: NVIDIA Device 1aef, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 20.04, Kernel: 5.11.0-37-generic (x86_64), Desktop: GNOME Shell 3.36.9, Display Server: X Server 1.20.11, Display Driver: NVIDIA 470.74, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 11.4.136, Vulkan: 1.2.175, Compiler: GCC 9.3.0, 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 (3801 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Western Digital WDS100T1X0E-00AFY0 + 2000GB, Graphics: NVIDIA GeForce RTX 3070 8GB, Audio: NVIDIA Device 228b, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 20.04, Kernel: 5.11.0-37-generic (x86_64), Desktop: GNOME Shell 3.36.9, Display Server: X Server 1.20.11, Display Driver: NVIDIA 470.74, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 11.4.136, Vulkan: 1.2.175, Compiler: GCC 9.3.0, 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 (3801 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Western Digital WDS100T1X0E-00AFY0 + 2000GB, Graphics: NVIDIA GeForce RTX 3090 24GB, Audio: NVIDIA Device 1aef, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 20.04, Kernel: 5.11.0-37-generic (x86_64), Desktop: GNOME Shell 3.36.9, Display Server: X Server 1.20.11, Display Driver: NVIDIA 470.74, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 11.4.136, Vulkan: 1.2.175, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160 NVIDIA RTX 3090: Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3801 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Western Digital WDS100T1X0E-00AFY0 + 2000GB, Graphics: NVIDIA GeForce RTX 3090 24GB, Audio: NVIDIA Device 1aef, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 20.04, Kernel: 5.11.0-37-generic (x86_64), Desktop: GNOME Shell 3.36.9, Display Server: X Server 1.20.11, Display Driver: NVIDIA 470.74, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 11.4.136, Vulkan: 1.2.175, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160 3090: Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3801 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Western Digital WDS100T1X0E-00AFY0 + 2000GB, Graphics: NVIDIA GeForce RTX 3090 24GB, Audio: NVIDIA Device 1aef, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 20.04, Kernel: 5.11.0-37-generic (x86_64), Desktop: GNOME Shell 3.36.9, Display Server: X Server 1.20.11, Display Driver: NVIDIA 470.74, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 11.4.136, Vulkan: 1.2.175, Compiler: GCC 9.3.0, 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 (3801 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Western Digital WDS100T1X0E-00AFY0 + 2000GB, Graphics: NVIDIA GeForce RTX 3070 Ti 8GB, Audio: NVIDIA Device 228b, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 20.04, Kernel: 5.11.0-37-generic (x86_64), Desktop: GNOME Shell 3.36.9, Display Server: X Server 1.20.11, Display Driver: NVIDIA 470.74, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 11.4.136, Vulkan: 1.2.175, Compiler: GCC 9.3.0, 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 (3801 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Western Digital WDS100T1X0E-00AFY0 + 2000GB, Graphics: NVIDIA GeForce RTX 3080 10GB, Audio: NVIDIA Device 1aef, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 20.04, Kernel: 5.11.0-37-generic (x86_64), Desktop: GNOME Shell 3.36.9, Display Server: X Server 1.20.11, Display Driver: NVIDIA 470.74, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 11.4.136, Vulkan: 1.2.175, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160 Hashcat 6.2.4 Benchmark: MD5 H/s > Higher Is Better GTX 1660Ti ...... 19620766667 |============= GTX 1060 ........ 13119800000 |========= GTX 1660 SUPER .. 18355966667 |============ NVIDIA RTX 3060 . 24825266667 |================ RTX 2070 SUPER .. 35928633333 |======================== RTX 2070 ........ 30641800000 |==================== RTX 2060 SUPER .. 29907933333 |==================== RTX 2060 ........ 26593433333 |================== RTX 3060Ti ...... 35414300000 |======================= RTX 3080Ti ...... 68466466667 |============================================= RTX 3070 ........ 41900433333 |============================ RTX 3090 ........ 72520866667 |================================================ NVIDIA RTX 3090 . 70873300000 |=============================================== 3090 ............ 70253400000 |============================================== RTX 3070 Ti ..... 42901566667 |============================ RTX 3080 ........ 61586233333 |========================================= Hashcat 6.2.4 Benchmark: SHA1 H/s > Higher Is Better GTX 1660Ti ...... 6702033333 |============== GTX 1060 ........ 4455966667 |========= GTX 1660 SUPER .. 6235366667 |============= NVIDIA RTX 3060 . 7790600000 |================ RTX 2070 SUPER .. 11276666667 |======================== RTX 2070 ........ 9694933333 |==================== RTX 2060 SUPER .. 9468200000 |==================== RTX 2060 ........ 8390766667 |================== RTX 3060Ti ...... 11069666667 |======================= RTX 3080Ti ...... 21732166667 |============================================= RTX 3070 ........ 13140600000 |=========================== RTX 3090 ........ 22954666667 |================================================ NVIDIA RTX 3090 . 22570933333 |=============================================== 3090 ............ 22452233333 |=============================================== RTX 3070 Ti ..... 13536633333 |============================ RTX 3080 ........ 19440866667 |========================================= Hashcat 6.2.4 Benchmark: 7-Zip H/s > Higher Is Better GTX 1660Ti ...... 355133 |================= GTX 1060 ........ 189133 |========= GTX 1660 SUPER .. 330833 |=============== NVIDIA RTX 3060 . 410267 |=================== RTX 2070 SUPER .. 580233 |=========================== RTX 2070 ........ 491500 |======================= RTX 2060 SUPER .. 482933 |======================= RTX 2060 ........ 435700 |==================== RTX 3060Ti ...... 569333 |=========================== RTX 3080Ti ...... 1066767 |================================================== RTX 3070 ........ 663433 |=============================== RTX 3090 ........ 1113033 |==================================================== NVIDIA RTX 3090 . 1104300 |==================================================== 3090 ............ 1101967 |=================================================== RTX 3070 Ti ..... 709967 |================================= RTX 3080 ........ 972500 |============================================= Hashcat 6.2.4 Benchmark: SHA-512 H/s > Higher Is Better GTX 1660Ti ...... 854600000 |============== GTX 1060 ........ 483533333 |======== GTX 1660 SUPER .. 792333333 |============= NVIDIA RTX 3060 . 992833333 |================= RTX 2070 SUPER .. 1438900000 |======================== RTX 2070 ........ 1224300000 |===================== RTX 2060 SUPER .. 1198700000 |==================== RTX 2060 ........ 1062933333 |================== RTX 3060Ti ...... 1412966667 |======================== RTX 3080Ti ...... 2762600000 |=============================================== RTX 3070 ........ 1682733333 |============================= RTX 3090 ........ 2890933333 |================================================= NVIDIA RTX 3090 . 2857066667 |================================================ 3090 ............ 2861100000 |================================================ RTX 3070 Ti ..... 1717533333 |============================= RTX 3080 ........ 2466033333 |========================================== Hashcat 6.2.4 Benchmark: TrueCrypt RIPEMD160 + XTS H/s > Higher Is Better GTX 1660Ti ...... 253767 |================ GTX 1060 ........ 137633 |========= GTX 1660 SUPER .. 235133 |=============== NVIDIA RTX 3060 . 291333 |=================== RTX 2070 SUPER .. 416900 |=========================== RTX 2070 ........ 353967 |======================= RTX 2060 SUPER .. 348033 |====================== RTX 2060 ........ 305833 |=================== RTX 3060Ti ...... 417467 |=========================== RTX 3080Ti ...... 805133 |=================================================== RTX 3070 ........ 488467 |=============================== RTX 3090 ........ 832767 |===================================================== NVIDIA RTX 3090 . 818267 |==================================================== 3090 ............ 822167 |==================================================== RTX 3070 Ti ..... 505733 |================================ RTX 3080 ........ 724700 |============================================== ET: Legacy 2.78 Resolution: 3840 x 2160 Frames Per Second > Higher Is Better GTX 1660Ti ...... 495.2 |======================================== GTX 1060 ........ 445.2 |==================================== GTX 1660 SUPER .. 482.9 |======================================= NVIDIA RTX 3060 . 590.6 |================================================ RTX 2070 SUPER .. 630.7 |=================================================== RTX 2070 ........ 591.6 |================================================ RTX 2060 SUPER .. 559.7 |============================================= RTX 2060 ........ 557.6 |============================================= RTX 3060Ti ...... 645.3 |==================================================== RTX 3080Ti ...... 646.5 |==================================================== RTX 3070 ........ 645.5 |==================================================== RTX 3090 ........ 654.5 |===================================================== NVIDIA RTX 3090 . 581.5 |=============================================== 3090 ............ 667.2 |====================================================== RTX 3070 Ti ..... 648.3 |==================================================== RTX 3080 ........ 639.3 |==================================================== OctaneBench 2020.1 Total Score Score > Higher Is Better GTX 1660Ti ...... 133.13 |========== GTX 1060 ........ 81.44 |====== GTX 1660 SUPER .. 133.09 |========== NVIDIA RTX 3060 . 294.02 |======================= RTX 2070 SUPER .. 261.83 |==================== RTX 2070 ........ 244.19 |=================== RTX 2060 SUPER .. 243.81 |=================== RTX 2060 ........ 195.64 |=============== RTX 3060Ti ...... 384.12 |============================== RTX 3080Ti ...... 668.02 |==================================================== RTX 3070 ........ 414.23 |================================ RTX 3090 ........ 684.78 |===================================================== NVIDIA RTX 3090 . 680.45 |===================================================== 3090 ............ 680.63 |===================================================== RTX 3070 Ti ..... 454.75 |=================================== RTX 3080 ........ 570.41 |============================================ RedShift Demo 3.0 Seconds < Lower Is Better Chaos Group V-RAY 5 Mode: NVIDIA CUDA GPU vpaths > Higher Is Better GTX 1660Ti ...... 442 |============ GTX 1060 ........ 249 |====== GTX 1660 SUPER .. 456 |============ NVIDIA RTX 3060 . 851 |====================== RTX 2070 SUPER .. 834 |====================== RTX 2070 ........ 513 |============= RTX 2060 SUPER .. 528 |============== RTX 2060 ........ 505 |============= RTX 3060Ti ...... 1260 |================================= RTX 3080Ti ...... 2052 |===================================================== RTX 3070 ........ 1418 |===================================== RTX 3090 ........ 2111 |======================================================= NVIDIA RTX 3090 . 2112 |======================================================= 3090 ............ 2111 |======================================================= RTX 3070 Ti ..... 1501 |======================================= RTX 3080 ........ 1774 |============================================== NCNN 20210720 Target: Vulkan GPU - Model: mobilenet ms < Lower Is Better RTX 3060 ........ 4.38 |======================================================= NVIDIA RTX 3060 . 4.39 |======================================================= RTX 2070 SUPER .. 4.13 |==================================================== RTX 2070 ........ 4.30 |====================================================== RTX 2060 SUPER .. 4.26 |===================================================== RTX 2060 ........ 4.40 |======================================================= RTX 3060Ti ...... 4.17 |==================================================== RTX 3080Ti ...... 4.01 |================================================== RTX 3070 ........ 4.10 |=================================================== RTX 3090 ........ 4.00 |================================================== NVIDIA RTX 3090 . 4.00 |================================================== 3090 ............ 4.00 |================================================== RTX 3070 Ti ..... 4.02 |================================================== RTX 3080 ........ 3.96 |================================================== NCNN 20210720 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better RTX 3060 ........ 1.92 |======================================================= NVIDIA RTX 3060 . 1.91 |======================================================= RTX 2070 SUPER .. 1.72 |================================================= RTX 2070 ........ 1.79 |=================================================== RTX 2060 SUPER .. 1.76 |================================================== RTX 2060 ........ 1.80 |==================================================== RTX 3060Ti ...... 1.88 |====================================================== RTX 3080Ti ...... 1.83 |==================================================== RTX 3070 ........ 1.87 |====================================================== RTX 3090 ........ 1.81 |==================================================== NVIDIA RTX 3090 . 1.82 |==================================================== 3090 ............ 1.82 |==================================================== RTX 3070 Ti ..... 1.81 |==================================================== RTX 3080 ........ 1.79 |=================================================== NCNN 20210720 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better RTX 3060 ........ 2.14 |======================================================= NVIDIA RTX 3060 . 2.15 |======================================================= RTX 2070 SUPER .. 1.94 |================================================== RTX 2070 ........ 2.02 |==================================================== RTX 2060 SUPER .. 1.97 |================================================== RTX 2060 ........ 2.00 |=================================================== RTX 3060Ti ...... 2.11 |====================================================== RTX 3080Ti ...... 2.09 |===================================================== RTX 3070 ........ 2.11 |====================================================== RTX 3090 ........ 2.06 |===================================================== NVIDIA RTX 3090 . 2.06 |===================================================== 3090 ............ 2.07 |===================================================== RTX 3070 Ti ..... 2.06 |===================================================== RTX 3080 ........ 2.04 |==================================================== NCNN 20210720 Target: Vulkan GPU - Model: shufflenet-v2 ms < Lower Is Better RTX 3060 ........ 1.70 |======================================================= NVIDIA RTX 3060 . 1.71 |======================================================= RTX 2070 SUPER .. 1.59 |=================================================== RTX 2070 ........ 1.64 |===================================================== RTX 2060 SUPER .. 1.60 |=================================================== RTX 2060 ........ 1.63 |==================================================== RTX 3060Ti ...... 1.67 |====================================================== RTX 3080Ti ...... 1.67 |====================================================== RTX 3070 ........ 1.67 |====================================================== RTX 3090 ........ 1.65 |===================================================== NVIDIA RTX 3090 . 1.66 |===================================================== 3090 ............ 1.66 |===================================================== RTX 3070 Ti ..... 1.65 |===================================================== RTX 3080 ........ 1.64 |===================================================== NCNN 20210720 Target: Vulkan GPU - Model: mnasnet ms < Lower Is Better RTX 3060 ........ 2.02 |======================================================= NVIDIA RTX 3060 . 2.01 |======================================================= RTX 2070 SUPER .. 1.78 |================================================ RTX 2070 ........ 1.85 |================================================== RTX 2060 SUPER .. 1.81 |================================================= RTX 2060 ........ 1.86 |=================================================== RTX 3060Ti ...... 1.98 |====================================================== RTX 3080Ti ...... 1.94 |===================================================== RTX 3070 ........ 1.97 |====================================================== RTX 3090 ........ 1.93 |===================================================== NVIDIA RTX 3090 . 1.92 |==================================================== 3090 ............ 1.92 |==================================================== RTX 3070 Ti ..... 1.92 |==================================================== RTX 3080 ........ 1.90 |==================================================== NCNN 20210720 Target: Vulkan GPU - Model: efficientnet-b0 ms < Lower Is Better RTX 3060 ........ 3.21 |====================================================== NVIDIA RTX 3060 . 3.24 |======================================================= RTX 2070 SUPER .. 2.92 |================================================== RTX 2070 ........ 3.05 |==================================================== RTX 2060 SUPER .. 2.96 |================================================== RTX 2060 ........ 3.02 |=================================================== RTX 3060Ti ...... 3.13 |===================================================== RTX 3080Ti ...... 3.12 |===================================================== RTX 3070 ........ 3.13 |===================================================== RTX 3090 ........ 3.08 |==================================================== NVIDIA RTX 3090 . 3.08 |==================================================== 3090 ............ 3.09 |==================================================== RTX 3070 Ti ..... 3.09 |==================================================== RTX 3080 ........ 3.05 |==================================================== NCNN 20210720 Target: Vulkan GPU - Model: blazeface ms < Lower Is Better RTX 3060 ........ 0.95 |======================================================= NVIDIA RTX 3060 . 0.95 |======================================================= RTX 2070 SUPER .. 0.91 |===================================================== RTX 2070 ........ 0.93 |====================================================== RTX 2060 SUPER .. 0.91 |===================================================== RTX 2060 ........ 0.93 |====================================================== RTX 3060Ti ...... 0.93 |====================================================== RTX 3080Ti ...... 0.88 |=================================================== RTX 3070 ........ 0.93 |====================================================== RTX 3090 ........ 0.88 |=================================================== NVIDIA RTX 3090 . 0.87 |================================================== 3090 ............ 0.88 |=================================================== RTX 3070 Ti ..... 0.93 |====================================================== RTX 3080 ........ 0.88 |=================================================== NCNN 20210720 Target: Vulkan GPU - Model: googlenet ms < Lower Is Better RTX 3060 ........ 4.30 |======================================================= NVIDIA RTX 3060 . 4.28 |======================================================= RTX 2070 SUPER .. 3.86 |================================================= RTX 2070 ........ 4.13 |===================================================== RTX 2060 SUPER .. 4.19 |====================================================== RTX 2060 ........ 4.21 |====================================================== RTX 3060Ti ...... 4.14 |===================================================== RTX 3080Ti ...... 4.11 |===================================================== RTX 3070 ........ 4.24 |====================================================== RTX 3090 ........ 4.02 |=================================================== NVIDIA RTX 3090 . 4.08 |==================================================== 3090 ............ 3.92 |================================================== RTX 3070 Ti ..... 3.93 |================================================== RTX 3080 ........ 3.90 |================================================== NCNN 20210720 Target: Vulkan GPU - Model: vgg16 ms < Lower Is Better RTX 3060 ........ 7.24 |======================================== NVIDIA RTX 3060 . 7.25 |======================================== RTX 2070 SUPER .. 7.90 |============================================ RTX 2070 ........ 8.78 |================================================ RTX 2060 SUPER .. 8.87 |================================================= RTX 2060 ........ 9.96 |======================================================= RTX 3060Ti ...... 5.76 |================================ RTX 3080Ti ...... 4.13 |======================= RTX 3070 ........ 5.43 |============================== RTX 3090 ........ 4.01 |====================== NVIDIA RTX 3090 . 4.03 |====================== 3090 ............ 4.04 |====================== RTX 3070 Ti ..... 5.07 |============================ RTX 3080 ........ 4.36 |======================== NCNN 20210720 Target: Vulkan GPU - Model: resnet18 ms < Lower Is Better RTX 3060 ........ 1.90 |================================================ NVIDIA RTX 3060 . 1.93 |================================================ RTX 2070 SUPER .. 1.90 |================================================ RTX 2070 ........ 2.00 |================================================== RTX 2060 SUPER .. 1.99 |================================================== RTX 2060 ........ 2.19 |======================================================= RTX 3060Ti ...... 1.70 |=========================================== RTX 3080Ti ...... 1.53 |====================================== RTX 3070 ........ 1.64 |========================================= RTX 3090 ........ 1.52 |====================================== NVIDIA RTX 3090 . 1.51 |====================================== 3090 ............ 1.51 |====================================== RTX 3070 Ti ..... 1.62 |========================================= RTX 3080 ........ 1.52 |====================================== NCNN 20210720 Target: Vulkan GPU - Model: alexnet ms < Lower Is Better RTX 3060 ........ 2.07 |=========================================== NVIDIA RTX 3060 . 2.07 |=========================================== RTX 2070 SUPER .. 2.31 |================================================ RTX 2070 ........ 2.45 |=================================================== RTX 2060 SUPER .. 2.42 |=================================================== RTX 2060 ........ 2.63 |======================================================= RTX 3060Ti ...... 1.90 |======================================== RTX 3080Ti ...... 1.76 |===================================== RTX 3070 ........ 1.87 |======================================= RTX 3090 ........ 1.74 |==================================== NVIDIA RTX 3090 . 1.74 |==================================== 3090 ............ 1.74 |==================================== RTX 3070 Ti ..... 1.79 |===================================== RTX 3080 ........ 1.75 |===================================== NCNN 20210720 Target: Vulkan GPU - Model: resnet50 ms < Lower Is Better RTX 3060 ........ 4.17 |=================================================== NVIDIA RTX 3060 . 4.18 |=================================================== RTX 2070 SUPER .. 3.94 |================================================ RTX 2070 ........ 4.19 |=================================================== RTX 2060 SUPER .. 4.16 |=================================================== RTX 2060 ........ 4.49 |======================================================= RTX 3060Ti ...... 3.80 |=============================================== RTX 3080Ti ...... 3.47 |=========================================== RTX 3070 ........ 3.73 |============================================== RTX 3090 ........ 3.41 |========================================== NVIDIA RTX 3090 . 3.41 |========================================== 3090 ............ 3.42 |========================================== RTX 3070 Ti ..... 3.59 |============================================ RTX 3080 ........ 3.40 |========================================== NCNN 20210720 Target: Vulkan GPU - Model: yolov4-tiny ms < Lower Is Better RTX 3060 ........ 6.71 |=================================================== NVIDIA RTX 3060 . 6.73 |=================================================== RTX 2070 SUPER .. 6.85 |==================================================== RTX 2070 ........ 7.01 |===================================================== RTX 2060 SUPER .. 7.01 |===================================================== RTX 2060 ........ 7.25 |======================================================= RTX 3060Ti ...... 6.30 |================================================ RTX 3080Ti ...... 5.85 |============================================ RTX 3070 ........ 6.15 |=============================================== RTX 3090 ........ 5.82 |============================================ NVIDIA RTX 3090 . 5.85 |============================================ 3090 ............ 5.88 |============================================= RTX 3070 Ti ..... 6.12 |============================================== RTX 3080 ........ 5.86 |============================================ NCNN 20210720 Target: Vulkan GPU - Model: squeezenet_ssd ms < Lower Is Better RTX 3060 ........ 4.77 |=================================================== NVIDIA RTX 3060 . 4.83 |=================================================== RTX 2070 SUPER .. 4.74 |=================================================== RTX 2070 ........ 4.90 |==================================================== RTX 2060 SUPER .. 4.90 |==================================================== RTX 2060 ........ 5.16 |======================================================= RTX 3060Ti ...... 4.27 |============================================== RTX 3080Ti ...... 4.15 |============================================ RTX 3070 ........ 4.32 |============================================== RTX 3090 ........ 3.92 |========================================== NVIDIA RTX 3090 . 4.10 |============================================ 3090 ............ 4.13 |============================================ RTX 3070 Ti ..... 4.34 |============================================== RTX 3080 ........ 4.10 |============================================ NCNN 20210720 Target: Vulkan GPU - Model: regnety_400m ms < Lower Is Better RTX 3060 ........ 2.42 |======================================================= NVIDIA RTX 3060 . 2.41 |======================================================= RTX 2070 SUPER .. 2.17 |================================================= RTX 2070 ........ 2.24 |=================================================== RTX 2060 SUPER .. 2.19 |================================================== RTX 2060 ........ 2.25 |=================================================== RTX 3060Ti ...... 2.37 |====================================================== RTX 3080Ti ...... 2.39 |====================================================== RTX 3070 ........ 2.39 |====================================================== RTX 3090 ........ 2.37 |====================================================== NVIDIA RTX 3090 . 2.36 |====================================================== 3090 ............ 2.37 |====================================================== RTX 3070 Ti ..... 2.34 |===================================================== RTX 3080 ........ 2.32 |===================================================== Blender 2.92 Blend File: BMW27 - Compute: NVIDIA OptiX Seconds < Lower Is Better RTX 3060 ........ 26.10 |======================================= RTX 2070 SUPER .. 28.10 |========================================== RTX 2070 ........ 30.10 |============================================= RTX 2060 SUPER .. 29.89 |============================================= RTX 2060 ........ 36.03 |====================================================== RTX 3060Ti ...... 17.42 |========================== RTX 3080Ti ...... 9.70 |=============== RTX 3070 ........ 15.69 |======================== RTX 3090 ........ 9.42 |============== NVIDIA RTX 3090 . 9.44 |============== 3090 ............ 9.44 |============== RTX 3070 Ti ..... 14.38 |====================== RTX 3080 ........ 11.24 |================= Blender 2.92 Blend File: Classroom - Compute: NVIDIA OptiX Seconds < Lower Is Better RTX 3060 ........ 73.10 |========================== RTX 2070 SUPER .. 89.01 |================================ RTX 2070 ........ 146.40 |===================================================== RTX 2060 SUPER .. 142.69 |=================================================== RTX 2060 ........ 146.87 |===================================================== RTX 3060Ti ...... 52.05 |=================== RTX 3080Ti ...... 29.61 |=========== RTX 3070 ........ 45.71 |================ RTX 3090 ........ 28.61 |========== NVIDIA RTX 3090 . 28.51 |========== 3090 ............ 28.56 |========== RTX 3070 Ti ..... 42.76 |=============== RTX 3080 ........ 33.85 |============ Blender 2.92 Blend File: Fishy Cat - Compute: NVIDIA OptiX Seconds < Lower Is Better RTX 3060 ........ 56.45 |============================================ RTX 2070 SUPER .. 52.85 |========================================= RTX 2070 ........ 59.97 |=============================================== RTX 2060 SUPER .. 60.30 |=============================================== RTX 2060 ........ 69.56 |====================================================== RTX 3060Ti ...... 39.00 |============================== RTX 3080Ti ...... 19.80 |=============== RTX 3070 ........ 33.30 |========================== RTX 3090 ........ 18.99 |=============== NVIDIA RTX 3090 . 19.00 |=============== 3090 ............ 19.01 |=============== RTX 3070 Ti ..... 31.44 |======================== RTX 3080 ........ 22.67 |================== VkFFT 1.1.1 Benchmark Score > Higher Is Better NVIDIA RTX 3060 . 27278 |================================= RTX 2070 SUPER .. 29335 |==================================== RTX 2070 ........ 30028 |==================================== RTX 2060 SUPER .. 29970 |==================================== RTX 2060 ........ 22746 |============================ RTX 3060Ti ...... 33746 |========================================= RTX 3080Ti ...... 43263 |===================================================== RTX 3070 ........ 31446 |====================================== RTX 3090 ........ 44486 |====================================================== NVIDIA RTX 3090 . 43830 |===================================================== 3090 ............ 43849 |===================================================== RTX 3070 Ti ..... 37970 |============================================== RTX 3080 ........ 40852 |================================================== GravityMark 1.2 Resolution: 1920 x 1080 - Renderer: OpenGL Frames Per Second > Higher Is Better NVIDIA RTX 3060 . 110.4 |=================================== RTX 2070 SUPER .. 114.4 |==================================== RTX 2070 ........ 101.5 |================================ RTX 2060 SUPER .. 103.9 |================================= RTX 2060 ........ 94.9 |============================== RTX 3060Ti ...... 132.1 |========================================== RTX 3080Ti ...... 164.7 |==================================================== RTX 3070 ........ 134.9 |=========================================== RTX 3090 ........ 169.7 |====================================================== NVIDIA RTX 3090 . 170.1 |====================================================== 3090 ............ 169.4 |====================================================== RTX 3070 Ti ..... 136.4 |=========================================== RTX 3080 ........ 160.6 |=================================================== GravityMark 1.2 Resolution: 1920 x 1080 - Renderer: Vulkan Frames Per Second > Higher Is Better NVIDIA RTX 3060 . 149.3 |============================== RTX 2070 SUPER .. 149.6 |============================== RTX 2070 ........ 139.1 |============================ RTX 2060 SUPER .. 138.8 |============================ RTX 2060 ........ 116.4 |======================= RTX 3060Ti ...... 188.0 |====================================== RTX 3080Ti ...... 262.5 |===================================================== RTX 3070 ........ 201.3 |======================================== RTX 3090 ........ 269.2 |====================================================== NVIDIA RTX 3090 . 269.3 |====================================================== 3090 ............ 269.9 |====================================================== RTX 3070 Ti ..... 212.2 |========================================== RTX 3080 ........ 248.2 |================================================== GravityMark 1.2 Resolution: 2560 x 1440 - Renderer: OpenGL Frames Per Second > Higher Is Better NVIDIA RTX 3060 . 93.3 |================================= RTX 2070 SUPER .. 96.7 |================================== RTX 2070 ........ 86.4 |============================== RTX 2060 SUPER .. 87.8 |=============================== RTX 2060 ........ 79.5 |============================ RTX 3060Ti ...... 113.5 |======================================== RTX 3080Ti ...... 147.6 |==================================================== RTX 3070 ........ 117.3 |========================================= RTX 3090 ........ 153.3 |====================================================== 3090 ............ 153.3 |====================================================== RTX 3070 Ti ..... 118.7 |========================================== RTX 3080 ........ 143.1 |================================================== GravityMark 1.2 Resolution: 2560 x 1440 - Renderer: Vulkan Frames Per Second > Higher Is Better NVIDIA RTX 3060 . 120.0 |============================ RTX 2070 SUPER .. 121.4 |============================ RTX 2070 ........ 112.5 |========================== RTX 2060 SUPER .. 112.0 |========================== RTX 2060 ........ 93.0 |====================== RTX 3060Ti ...... 153.3 |=================================== RTX 3080Ti ...... 226.1 |==================================================== RTX 3070 ........ 164.0 |====================================== RTX 3090 ........ 232.7 |====================================================== 3090 ............ 233.4 |====================================================== RTX 3070 Ti ..... 176.5 |========================================= RTX 3080 ........ 210.4 |================================================= GravityMark 1.2 Resolution: 3840 x 2160 - Renderer: OpenGL Frames Per Second > Higher Is Better NVIDIA RTX 3060 . 72.8 |============================== RTX 2070 SUPER .. 74.6 |=============================== RTX 2070 ........ 66.5 |=========================== RTX 2060 SUPER .. 67.5 |============================ RTX 2060 ........ 59.5 |========================= RTX 3060Ti ...... 89.8 |===================================== RTX 3080Ti ...... 125.8 |==================================================== RTX 3070 ........ 93.6 |======================================= RTX 3090 ........ 130.3 |====================================================== 3090 ............ 130.7 |====================================================== RTX 3070 Ti ..... 96.2 |======================================== RTX 3080 ........ 120.2 |================================================== GravityMark 1.2 Resolution: 3840 x 2160 - Renderer: Vulkan Frames Per Second > Higher Is Better NVIDIA RTX 3060 . 84.0 |========================= RTX 2070 SUPER .. 83.6 |========================= RTX 2070 ........ 78.4 |======================== RTX 2060 SUPER .. 77.8 |======================== RTX 2060 ........ 64.3 |=================== RTX 3060Ti ...... 108.5 |================================= RTX 3080Ti ...... 173.5 |==================================================== RTX 3070 ........ 116.1 |=================================== RTX 3090 ........ 178.6 |====================================================== 3090 ............ 178.5 |====================================================== RTX 3070 Ti ..... 128.9 |======================================= RTX 3080 ........ 158.1 |================================================ RealSR-NCNN 20200818 Scale: 4x - TAA: No Seconds < Lower Is Better RTX 3060 ....... 10.456 |============================================ RTX 2070 SUPER . 10.093 |========================================== RTX 2070 ....... 11.524 |================================================ RTX 2060 SUPER . 11.671 |================================================= RTX 2060 ....... 12.901 |====================================================== RTX 3060Ti ..... 8.384 |=================================== RTX 3080Ti ..... 5.729 |======================== RTX 3070 ....... 7.898 |================================= RTX 3090 ....... 5.614 |======================= 3090 ........... 5.606 |======================= RTX 3070 Ti .... 7.155 |============================== RTX 3080 ....... 6.113 |========================== RealSR-NCNN 20200818 Scale: 4x - TAA: Yes Seconds < Lower Is Better RTX 3060 ....... 68.16 |=========================================== RTX 2070 SUPER . 63.88 |========================================= RTX 2070 ....... 75.69 |================================================ RTX 2060 SUPER . 76.68 |================================================= RTX 2060 ....... 86.36 |======================================================= RTX 3060Ti ..... 51.30 |================================= RTX 3080Ti ..... 29.81 |=================== RTX 3070 ....... 47.05 |============================== RTX 3090 ....... 28.74 |================== 3090 ........... 28.73 |================== RTX 3070 Ti .... 41.30 |========================== RTX 3080 ....... 32.85 |===================== Waifu2x-NCNN Vulkan 20200818 Scale: 2x - Denoise: 3 - TAA: No Seconds < Lower Is Better Waifu2x-NCNN Vulkan 20200818 Scale: 2x - Denoise: 3 - TAA: Yes Seconds < Lower Is Better RTX 3060 ....... 4.978 |=============================================== RTX 2070 SUPER . 4.848 |============================================== RTX 2070 ....... 5.353 |================================================== RTX 2060 SUPER . 5.317 |================================================== RTX 2060 ....... 5.844 |======================================================= RTX 3060Ti ..... 4.287 |======================================== RTX 3080Ti ..... 3.355 |================================ RTX 3070 ....... 4.123 |======================================= RTX 3090 ....... 3.314 |=============================== 3090 ........... 3.310 |=============================== RTX 3070 Ti .... 3.820 |==================================== RTX 3080 ....... 3.444 |================================ NAMD CUDA 2.14 ATPase Simulation - 327,506 Atoms days/ns < Lower Is Better RTX 3060 ....... 0.15237 |================================================ RTX 2070 SUPER . 0.14020 |============================================ RTX 2070 ....... 0.15287 |================================================ RTX 2060 SUPER . 0.15476 |================================================= RTX 2060 ....... 0.16856 |===================================================== RTX 3060Ti ..... 0.12830 |======================================== RTX 3080Ti ..... 0.11958 |====================================== RTX 3070 ....... 0.12726 |======================================== RTX 3090 ....... 0.12001 |====================================== 3090 ........... 0.11951 |====================================== RTX 3070 Ti .... 0.12415 |======================================= RTX 3080 ....... 0.12250 |======================================= LeelaChessZero 0.28 Backend: OpenCL Nodes Per Second > Higher Is Better RTX 3060 ....... 22236 |=============================== RTX 2070 SUPER . 21079 |============================== RTX 2070 ....... 17674 |========================= RTX 2060 SUPER . 17484 |========================= RTX 2060 ....... 14473 |==================== RTX 3060Ti ..... 30371 |=========================================== RTX 3080Ti ..... 38444 |====================================================== RTX 3070 ....... 32980 |=============================================== RTX 3090 ....... 39001 |======================================================= 3090 ........... 38687 |======================================================= RTX 3070 Ti .... 35401 |================================================== RTX 3080 ....... 38103 |====================================================== Chaos Group V-RAY 5 Mode: NVIDIA RTX GPU vrays > Higher Is Better RTX 3060 ....... 1207 |======================= RTX 2070 SUPER . 1055 |==================== RTX 2070 ....... 798 |=============== RTX 2060 SUPER . 826 |================ RTX 2060 ....... 733 |============== RTX 3060Ti ..... 1716 |================================= RTX 3080Ti ..... 2850 |======================================================= RTX 3070 ....... 1880 |==================================== RTX 3090 ....... 2928 |======================================================== 3090 ........... 2917 |======================================================== RTX 3070 Ti .... 2034 |======================================= RTX 3080 ....... 2446 |===============================================