nvidia-linux-gpu-performance-20212 AMD Ryzen 9 5950X 16-Core testing with a ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3202 BIOS) and NVIDIA GeForce RTX 2080 Ti 11GB on Ubuntu 20.10 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2102075-PTS-NVIDIALI44&gru&sro .
nvidia-linux-gpu-performance-20212 Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL OpenCL Vulkan Compiler File-System Screen Resolution RTX 3080 RTX 3060 Ti NVIDIA GeForce RTX 3060 Ti RTX 2070 SUPER RTX 2060 SUPER RTX 2080 SUPER RTX 2080 Ti AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads) ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3202 BIOS) AMD Starship/Matisse 32GB 2000GB Corsair Force MP600 + 2000GB NVIDIA GeForce RTX 3080 10GB (1710/9501MHz) NVIDIA Device 1aef ASUS MG28U Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 Ubuntu 20.10 5.8.0-41-generic (x86_64) GNOME Shell 3.38.2 X Server 1.20.9 NVIDIA 460.39 4.6.0 OpenCL 1.2 CUDA 11.2.136 1.2.155 GCC 10.2.0 + Clang 11.0.1-1~oibaf~g ext4 3840x2160 NVIDIA GeForce RTX 3060 Ti 8GB (345/405MHz) NVIDIA Device 228b NVIDIA GeForce RTX 3060 Ti 8GB (360/405MHz) NVIDIA GeForce RTX 2070 SUPER 8GB (1605/7000MHz) NVIDIA TU104 HD Audio NVIDIA GeForce RTX 2060 SUPER 8GB (390/405MHz) NVIDIA TU106 HD Audio NVIDIA GeForce RTX 2080 SUPER 8GB (1650/7750MHz) NVIDIA TU104 HD Audio NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz) NVIDIA TU102 HD Audio OpenBenchmarking.org Kernel Details - Transparent Huge Pages: madvise Compiler Details - --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details - RTX 3080: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009 - RTX 3060 Ti: Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0xa201009 - NVIDIA GeForce RTX 3060 Ti: Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0xa201009 - RTX 2070 SUPER: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009 - RTX 2060 SUPER: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009 - RTX 2080 SUPER: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009 - RTX 2080 Ti: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009 OpenCL Details - RTX 3080: GPU Compute Cores: 8704 - RTX 3060 Ti: GPU Compute Cores: 4864 - RTX 2070 SUPER: GPU Compute Cores: 2560 - RTX 2060 SUPER: GPU Compute Cores: 2176 - RTX 2080 SUPER: GPU Compute Cores: 3072 - RTX 2080 Ti: GPU Compute Cores: 4352 Python Details - RTX 3080, RTX 3060 Ti, RTX 2070 SUPER, RTX 2060 SUPER, RTX 2080 SUPER, RTX 2080 Ti: Python 3.8.6 Security Details - itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected
nvidia-linux-gpu-performance-20212 vkfft: rtiv: 1920 x 1080 - Cornell Box rtiv: 1920 x 1200 - Cornell Box rtiv: 2560 x 1440 - Cornell Box rtiv: 3840 x 2160 - Cornell Box rtiv: 1920 x 1080 - Cornell Box + Lucy rtiv: 1920 x 1200 - Cornell Box + Lucy rtiv: 2560 x 1440 - Cornell Box + Lucy rtiv: 3840 x 2160 - Cornell Box + Lucy rtiv: 1920 x 1080 - Lucy In One Weekend rtiv: 1920 x 1200 - Lucy In One Weekend rtiv: 2560 x 1440 - Lucy In One Weekend rtiv: 3840 x 2160 - Lucy In One Weekend rtiv: 1920 x 1080 - Planets In One Weekend rtiv: 1920 x 1200 - Planets In One Weekend rtiv: 2560 x 1440 - Planets In One Weekend rtiv: 3840 x 2160 - Planets In One Weekend rtiv: 1920 x 1080 - Ray Tracing In One Weekend rtiv: 1920 x 1200 - Ray Tracing In One Weekend rtiv: 2560 x 1440 - Ray Tracing In One Weekend rtiv: 3840 x 2160 - Ray Tracing In One Weekend paraview: Many Spheres - 1920 x 1080 paraview: Many Spheres - 3840 x 2160 paraview: Wavelet Volume - 1920 x 1080 paraview: Wavelet Volume - 3840 x 2160 paraview: Wavelet Contour - 1920 x 1080 paraview: Wavelet Contour - 3840 x 2160 warsow: 1920 x 1080 warsow: 1920 x 1200 warsow: 2560 x 1440 warsow: 3840 x 2160 hashcat: MD5 hashcat: SHA1 hashcat: 7-Zip hashcat: SHA-512 hashcat: TrueCrypt RIPEMD160 + XTS indigobench: OpenCL GPU - Bedroom indigobench: OpenCL GPU - Supercar paraview: Many Spheres - 1920 x 1080 paraview: Many Spheres - 3840 x 2160 paraview: Wavelet Contour - 1920 x 1080 paraview: Wavelet Contour - 3840 x 2160 paraview: Wavelet Volume - 1920 x 1080 paraview: Wavelet Volume - 3840 x 2160 lczero: OpenCL fahbench: octanebench: Total Score v-ray: NVIDIA CUDA GPU v-ray: NVIDIA RTX GPU namd-cuda: ATPase Simulation - 327,506 Atoms vkresample: 2x - Double vkresample: 2x - Single financebench: Monte-Carlo OpenCL financebench: Black-Scholes OpenCL ncnn: Vulkan GPU - mobilenet ncnn: Vulkan GPU-v2-v2 - mobilenet-v2 ncnn: Vulkan GPU-v3-v3 - mobilenet-v3 ncnn: Vulkan GPU - shufflenet-v2 ncnn: Vulkan GPU - mnasnet ncnn: Vulkan GPU - efficientnet-b0 ncnn: Vulkan GPU - blazeface ncnn: Vulkan GPU - googlenet ncnn: Vulkan GPU - vgg16 ncnn: Vulkan GPU - resnet18 ncnn: Vulkan GPU - alexnet ncnn: Vulkan GPU - resnet50 ncnn: Vulkan GPU - yolov4-tiny ncnn: Vulkan GPU - squeezenet_ssd ncnn: Vulkan GPU - regnety_400m realsr-ncnn: 4x - No realsr-ncnn: 4x - Yes waifu2x-ncnn: 2x - 3 - Yes betsy: ETC1 - Highest betsy: ETC2 RGB - Highest redshift: darktable: Boat - OpenCL darktable: Masskrug - OpenCL darktable: Server Rack - OpenCL darktable: Server Room - OpenCL RTX 3080 RTX 3060 Ti NVIDIA GeForce RTX 3060 Ti RTX 2070 SUPER RTX 2060 SUPER RTX 2080 SUPER RTX 2080 Ti 56583 117.919 97.1997 67.4759 31.9668 59.0920 48.4290 33.9422 16.4413 57.8223 48.6939 33.0545 16.4312 63.7969 57.1482 36.5362 17.5512 62.7312 55.5417 35.6185 17.1359 78.21 76.61 662.92 339.42 515.65 333.82 963.6 985.7 984.8 830.2 56039666667 19098866667 990567 2420400000 721867 17.650 46.405 7841.299 7680.539 5373.698 3478.835 10606.699 5430.654 31897 321.9986 562.818641 1666 2183 0.13291 148.005 11.232 386.046997 7.307 12.20 4.48 4.21 4.44 3.99 5.41 1.85 12.82 58.83 14.43 11.12 24.97 21.38 14.48 17.85 6.250 34.114 3.439 3.328 4.416 164 1.282 2.090 0.095 0.706 35228 68.3205 55.7661 38.5985 18.4943 34.0683 27.8946 19.5451 9.39314 33.7196 29.0999 19.5287 9.60781 36.7365 32.5992 20.9757 9.99652 35.8823 31.8033 20.4810 9.76038 44.64 44.40 473.63 208.93 304.13 216.01 980.4 974.5 983.3 499.6 32940366667 11068233333 585967 1414633333 426700 4475.501 4451.593 3169.404 2251.061 7578.143 3342.870 237.0623 382.736651 0.13614 266.210 17.658 461.676341 13.138 13.27 4.50 4.14 4.44 3.98 5.42 1.88 13.59 58.90 14.78 11.72 26.98 23.38 14.74 18.00 8.761 54.096 4.372 5.009 6.794 241 1.713 2.121 0.101 0.777 11.452 33.992 1185 1550 32063 61.7059 50.7312 35.2750 16.7912 24.5964 20.0635 14.1030 6.77717 26.2753 22.7902 15.6550 7.93153 39.9825 35.4654 22.7453 10.8262 39.1433 34.6587 22.2612 10.6371 44.88 43.96 482.20 205.52 354.21 220.65 979.2 986.0 953.3 437.6 35398166667 11121466667 596367 1424200000 426200 7.776 24.706 4499.127 4407.226 3691.347 2299.463 7715.261 3288.286 232.7775 261.261302 785 977 0.14823 262.249 19.469 816.009990 12.804 12.87 4.58 4.21 4.46 4.07 5.50 1.86 13.44 58.49 14.70 12.09 25.63 22.39 14.27 17.96 9.901 63.020 4.689 5.456 7.330 348 1.709 2.156 0.097 0.776 31000 52.1534 42.9372 29.8870 14.1848 21.8369 17.8450 12.4373 5.97602 23.3070 20.1725 13.7568 6.87206 33.8886 30.1809 19.3343 9.17886 33.2083 29.4861 18.9526 8.99633 38.15 37.39 426.74 177.97 274.70 178.45 977.5 985.2 696.3 353.3 29280266667 9341766667 495567 1187933333 351200 7.392 23.311 3824.557 3748.650 2862.737 1859.637 6827.820 2847.497 208.7075 241.445325 492 733 0.15857 309.185 22.234 752.413981 16.486333 12.53 4.50 4.21 4.46 4.01 5.45 1.87 12.85 58.99 14.44 11.15 25.39 21.94 14.47 17.98 11.501 75.755 5.262 6.032 8.394 379 1.716 2.118 0.097 0.723 34719 75.2446 61.6809 42.8800 20.3361 25.7529 21.1197 14.8708 7.14784 28.4471 24.5890 17.1498 8.82616 48.3452 43.0463 27.5123 13.1467 47.5230 42.0649 26.9538 12.8719 54.32 53.10 534.48 240.83 405.49 251.05 979.7 985.7 983.2 494.2 42393033333 13420400000 692500 1708433333 520673 7.845 25.326 5446.212 5323.265 4225.680 2616.200 8551.751 3853.392 257.9896 262.843677 742 905 0.14894 217.311 17.779 843.452657 10.610 13.31 4.61 4.25 4.57 4.09 5.57 1.87 13.57 61.11 15.15 12.26 26.63 23.07 14.67 18.65 9.010 54.895 4.347 5.296 6.831 328 1.591 2.169 0.097 0.756 42152 102.060 84.0012 57.9535 27.5750 37.7862 31.0242 21.8005 10.5369 40.4178 35.0178 24.3719 12.4673 64.4970 57.4290 36.7571 17.6370 63.3046 56.2395 36.0794 17.3073 74.50 72.78 600.41 308.48 450.11 293.63 979.3 985.9 985.7 553.5 55298100000 17718433333 894867 2239266667 657067 11.012 33.236 7469.292 7296.592 4690.748 3059.954 9606.532 4935.743 307.2028 358.549904 926 1246 0.14084 155.743 14.780 649.820658 9.226 12.97 4.50 4.19 4.47 4.03 5.45 1.84 13.29 59.02 14.51 11.20 24.98 22.08 14.41 18.00 7.506 43.816 3.776 3.822 5.008 246 1.485 2.084 0.096 0.710 OpenBenchmarking.org
VkFFT OpenBenchmarking.org Benchmark Score, More Is Better VkFFT 1.1.1 RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 12K 24K 36K 48K 60K SE +/- 4.98, N = 3 SE +/- 134.01, N = 3 SE +/- 9.33, N = 3 SE +/- 109.70, N = 3 SE +/- 17.02, N = 3 SE +/- 23.59, N = 3 31000 32063 34719 42152 35228 56583 1. (CXX) g++ options: -O3 -pthread
Ray Tracing In Vulkan Resolution: 1920 x 1080 - Scene: Cornell Box OpenBenchmarking.org FPS, More Is Better Ray Tracing In Vulkan r6 Resolution: 1920 x 1080 - Scene: Cornell Box RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 30 60 90 120 150 SE +/- 0.01, N = 3 SE +/- 0.11, N = 3 SE +/- 0.02, N = 3 SE +/- 0.13, N = 3 SE +/- 0.12, N = 3 SE +/- 0.09, N = 3 52.15 61.71 75.24 102.06 68.32 117.92 1. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread
Ray Tracing In Vulkan Resolution: 1920 x 1200 - Scene: Cornell Box OpenBenchmarking.org FPS, More Is Better Ray Tracing In Vulkan r6 Resolution: 1920 x 1200 - Scene: Cornell Box RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 20 40 60 80 100 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.12, N = 3 SE +/- 0.04, N = 3 42.94 50.73 61.68 84.00 55.77 97.20 1. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread
Ray Tracing In Vulkan Resolution: 2560 x 1440 - Scene: Cornell Box OpenBenchmarking.org FPS, More Is Better Ray Tracing In Vulkan r6 Resolution: 2560 x 1440 - Scene: Cornell Box RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 15 30 45 60 75 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.08, N = 3 SE +/- 0.18, N = 3 29.89 35.28 42.88 57.95 38.60 67.48 1. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread
Ray Tracing In Vulkan Resolution: 3840 x 2160 - Scene: Cornell Box OpenBenchmarking.org FPS, More Is Better Ray Tracing In Vulkan r6 Resolution: 3840 x 2160 - Scene: Cornell Box RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 7 14 21 28 35 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 14.18 16.79 20.34 27.58 18.49 31.97 1. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread
Ray Tracing In Vulkan Resolution: 1920 x 1080 - Scene: Cornell Box + Lucy OpenBenchmarking.org FPS, More Is Better Ray Tracing In Vulkan r6 Resolution: 1920 x 1080 - Scene: Cornell Box + Lucy RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 13 26 39 52 65 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 SE +/- 0.01, N = 3 SE +/- 0.11, N = 3 21.84 24.60 25.75 37.79 34.07 59.09 1. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread
Ray Tracing In Vulkan Resolution: 1920 x 1200 - Scene: Cornell Box + Lucy OpenBenchmarking.org FPS, More Is Better Ray Tracing In Vulkan r6 Resolution: 1920 x 1200 - Scene: Cornell Box + Lucy RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 11 22 33 44 55 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 17.85 20.06 21.12 31.02 27.89 48.43 1. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread
Ray Tracing In Vulkan Resolution: 2560 x 1440 - Scene: Cornell Box + Lucy OpenBenchmarking.org FPS, More Is Better Ray Tracing In Vulkan r6 Resolution: 2560 x 1440 - Scene: Cornell Box + Lucy RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 8 16 24 32 40 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 12.44 14.10 14.87 21.80 19.55 33.94 1. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread
Ray Tracing In Vulkan Resolution: 3840 x 2160 - Scene: Cornell Box + Lucy OpenBenchmarking.org FPS, More Is Better Ray Tracing In Vulkan r6 Resolution: 3840 x 2160 - Scene: Cornell Box + Lucy RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 4 8 12 16 20 SE +/- 0.00374, N = 3 SE +/- 0.01081, N = 3 SE +/- 0.00445, N = 3 SE +/- 0.00654, N = 3 SE +/- 0.00090, N = 3 SE +/- 0.00971, N = 3 5.97602 6.77717 7.14784 10.53690 9.39314 16.44130 1. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread
Ray Tracing In Vulkan Resolution: 1920 x 1080 - Scene: Lucy In One Weekend OpenBenchmarking.org FPS, More Is Better Ray Tracing In Vulkan r6 Resolution: 1920 x 1080 - Scene: Lucy In One Weekend RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 13 26 39 52 65 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.17, N = 3 23.31 26.28 28.45 40.42 33.72 57.82 1. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread
Ray Tracing In Vulkan Resolution: 1920 x 1200 - Scene: Lucy In One Weekend OpenBenchmarking.org FPS, More Is Better Ray Tracing In Vulkan r6 Resolution: 1920 x 1200 - Scene: Lucy In One Weekend RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 11 22 33 44 55 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 20.17 22.79 24.59 35.02 29.10 48.69 1. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread
Ray Tracing In Vulkan Resolution: 2560 x 1440 - Scene: Lucy In One Weekend OpenBenchmarking.org FPS, More Is Better Ray Tracing In Vulkan r6 Resolution: 2560 x 1440 - Scene: Lucy In One Weekend RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 8 16 24 32 40 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 13.76 15.66 17.15 24.37 19.53 33.05 1. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread
Ray Tracing In Vulkan Resolution: 3840 x 2160 - Scene: Lucy In One Weekend OpenBenchmarking.org FPS, More Is Better Ray Tracing In Vulkan r6 Resolution: 3840 x 2160 - Scene: Lucy In One Weekend RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 4 8 12 16 20 SE +/- 0.00320, N = 3 SE +/- 0.00227, N = 3 SE +/- 0.00442, N = 3 SE +/- 0.00880, N = 3 SE +/- 0.00111, N = 3 SE +/- 0.01030, N = 3 6.87206 7.93153 8.82616 12.46730 9.60781 16.43120 1. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread
Ray Tracing In Vulkan Resolution: 1920 x 1080 - Scene: Planets In One Weekend OpenBenchmarking.org FPS, More Is Better Ray Tracing In Vulkan r6 Resolution: 1920 x 1080 - Scene: Planets In One Weekend RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 14 28 42 56 70 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.22, N = 3 SE +/- 0.01, N = 3 SE +/- 0.10, N = 3 33.89 39.98 48.35 64.50 36.74 63.80 1. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread
Ray Tracing In Vulkan Resolution: 1920 x 1200 - Scene: Planets In One Weekend OpenBenchmarking.org FPS, More Is Better Ray Tracing In Vulkan r6 Resolution: 1920 x 1200 - Scene: Planets In One Weekend RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 13 26 39 52 65 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 SE +/- 0.00, N = 3 SE +/- 0.15, N = 3 30.18 35.47 43.05 57.43 32.60 57.15 1. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread
Ray Tracing In Vulkan Resolution: 2560 x 1440 - Scene: Planets In One Weekend OpenBenchmarking.org FPS, More Is Better Ray Tracing In Vulkan r6 Resolution: 2560 x 1440 - Scene: Planets In One Weekend RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 8 16 24 32 40 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 19.33 22.75 27.51 36.76 20.98 36.54 1. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread
Ray Tracing In Vulkan Resolution: 3840 x 2160 - Scene: Planets In One Weekend OpenBenchmarking.org FPS, More Is Better Ray Tracing In Vulkan r6 Resolution: 3840 x 2160 - Scene: Planets In One Weekend RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 4 8 12 16 20 SE +/- 0.00967, N = 3 SE +/- 0.00074, N = 3 SE +/- 0.00055, N = 3 SE +/- 0.00677, N = 3 SE +/- 0.00065, N = 3 SE +/- 0.00529, N = 3 9.17886 10.82620 13.14670 17.63700 9.99652 17.55120 1. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread
Ray Tracing In Vulkan Resolution: 1920 x 1080 - Scene: Ray Tracing In One Weekend OpenBenchmarking.org FPS, More Is Better Ray Tracing In Vulkan r6 Resolution: 1920 x 1080 - Scene: Ray Tracing In One Weekend RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 14 28 42 56 70 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.15, N = 3 SE +/- 0.00, N = 3 SE +/- 0.23, N = 3 33.21 39.14 47.52 63.30 35.88 62.73 1. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread
Ray Tracing In Vulkan Resolution: 1920 x 1200 - Scene: Ray Tracing In One Weekend OpenBenchmarking.org FPS, More Is Better Ray Tracing In Vulkan r6 Resolution: 1920 x 1200 - Scene: Ray Tracing In One Weekend RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 13 26 39 52 65 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 29.49 34.66 42.06 56.24 31.80 55.54 1. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread
Ray Tracing In Vulkan Resolution: 2560 x 1440 - Scene: Ray Tracing In One Weekend OpenBenchmarking.org FPS, More Is Better Ray Tracing In Vulkan r6 Resolution: 2560 x 1440 - Scene: Ray Tracing In One Weekend RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 8 16 24 32 40 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 18.95 22.26 26.95 36.08 20.48 35.62 1. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread
Ray Tracing In Vulkan Resolution: 3840 x 2160 - Scene: Ray Tracing In One Weekend OpenBenchmarking.org FPS, More Is Better Ray Tracing In Vulkan r6 Resolution: 3840 x 2160 - Scene: Ray Tracing In One Weekend RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 4 8 12 16 20 SE +/- 0.00026, N = 3 SE +/- 0.02386, N = 3 SE +/- 0.00003, N = 3 SE +/- 0.00581, N = 3 SE +/- 0.00160, N = 3 SE +/- 0.00227, N = 3 8.99633 10.63710 12.87190 17.30730 9.76038 17.13590 1. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread
ParaView Test: Many Spheres - Resolution: 1920 x 1080 OpenBenchmarking.org Frames / Sec, More Is Better ParaView 5.9 Test: Many Spheres - Resolution: 1920 x 1080 RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 20 40 60 80 100 SE +/- 0.09, N = 3 SE +/- 0.10, N = 3 SE +/- 0.16, N = 3 SE +/- 0.17, N = 3 SE +/- 0.04, N = 3 SE +/- 0.20, N = 3 38.15 44.88 54.32 74.50 44.64 78.21
ParaView Test: Many Spheres - Resolution: 3840 x 2160 OpenBenchmarking.org Frames / Sec, More Is Better ParaView 5.9 Test: Many Spheres - Resolution: 3840 x 2160 RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 20 40 60 80 100 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.07, N = 3 SE +/- 0.05, N = 3 SE +/- 0.12, N = 3 37.39 43.96 53.10 72.78 44.40 76.61
ParaView Test: Wavelet Volume - Resolution: 1920 x 1080 OpenBenchmarking.org Frames / Sec, More Is Better ParaView 5.9 Test: Wavelet Volume - Resolution: 1920 x 1080 RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 140 280 420 560 700 SE +/- 1.68, N = 3 SE +/- 1.38, N = 3 SE +/- 0.91, N = 3 SE +/- 4.49, N = 3 SE +/- 5.06, N = 5 SE +/- 2.15, N = 3 426.74 482.20 534.48 600.41 473.63 662.92
ParaView Test: Wavelet Volume - Resolution: 3840 x 2160 OpenBenchmarking.org Frames / Sec, More Is Better ParaView 5.9 Test: Wavelet Volume - Resolution: 3840 x 2160 RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 70 140 210 280 350 SE +/- 0.24, N = 3 SE +/- 0.45, N = 3 SE +/- 0.89, N = 3 SE +/- 1.70, N = 3 SE +/- 1.26, N = 3 SE +/- 1.36, N = 3 177.97 205.52 240.83 308.48 208.93 339.42
ParaView Test: Wavelet Contour - Resolution: 1920 x 1080 OpenBenchmarking.org Frames / Sec, More Is Better ParaView 5.9 Test: Wavelet Contour - Resolution: 1920 x 1080 RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 110 220 330 440 550 SE +/- 1.38, N = 3 SE +/- 0.98, N = 3 SE +/- 3.49, N = 3 SE +/- 0.71, N = 3 SE +/- 1.55, N = 3 SE +/- 3.61, N = 3 274.70 354.21 405.49 450.11 304.13 515.65
ParaView Test: Wavelet Contour - Resolution: 3840 x 2160 OpenBenchmarking.org Frames / Sec, More Is Better ParaView 5.9 Test: Wavelet Contour - Resolution: 3840 x 2160 RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 70 140 210 280 350 SE +/- 1.22, N = 3 SE +/- 1.12, N = 3 SE +/- 1.93, N = 10 SE +/- 1.21, N = 3 SE +/- 2.47, N = 3 SE +/- 2.78, N = 15 178.45 220.65 251.05 293.63 216.01 333.82
Warsow Resolution: 1920 x 1080 OpenBenchmarking.org Frames Per Second, More Is Better Warsow 2.5 Beta Resolution: 1920 x 1080 RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 200 400 600 800 1000 SE +/- 6.77, N = 3 SE +/- 6.42, N = 3 SE +/- 6.93, N = 3 SE +/- 6.45, N = 3 SE +/- 5.01, N = 3 SE +/- 13.18, N = 3 977.5 979.2 979.7 979.3 980.4 963.6
Warsow Resolution: 1920 x 1200 OpenBenchmarking.org Frames Per Second, More Is Better Warsow 2.5 Beta Resolution: 1920 x 1200 RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 200 400 600 800 1000 SE +/- 0.52, N = 3 SE +/- 0.46, N = 3 SE +/- 0.55, N = 3 SE +/- 0.20, N = 3 SE +/- 5.47, N = 3 SE +/- 0.37, N = 3 985.2 986.0 985.7 985.9 974.5 985.7
Warsow Resolution: 2560 x 1440 OpenBenchmarking.org Frames Per Second, More Is Better Warsow 2.5 Beta Resolution: 2560 x 1440 RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 200 400 600 800 1000 SE +/- 2.47, N = 3 SE +/- 0.97, N = 3 SE +/- 0.29, N = 3 SE +/- 0.33, N = 3 SE +/- 0.68, N = 3 SE +/- 0.15, N = 3 696.3 953.3 983.2 985.7 983.3 984.8
Warsow Resolution: 3840 x 2160 OpenBenchmarking.org Frames Per Second, More Is Better Warsow 2.5 Beta Resolution: 3840 x 2160 RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 200 400 600 800 1000 SE +/- 0.73, N = 3 SE +/- 0.30, N = 3 SE +/- 0.52, N = 3 SE +/- 0.61, N = 3 SE +/- 1.22, N = 3 SE +/- 2.63, N = 3 353.3 437.6 494.2 553.5 499.6 830.2
Hashcat Benchmark: MD5 OpenBenchmarking.org H/s, More Is Better Hashcat 6.1.1 Benchmark: MD5 RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 12000M 24000M 36000M 48000M 60000M SE +/- 14634472.24, N = 3 SE +/- 25610045.77, N = 3 SE +/- 44071015.92, N = 3 SE +/- 36241182.84, N = 3 SE +/- 46443813.13, N = 3 SE +/- 64449006.54, N = 3 29280266667 35398166667 42393033333 55298100000 32940366667 56039666667
Hashcat Benchmark: SHA1 OpenBenchmarking.org H/s, More Is Better Hashcat 6.1.1 Benchmark: SHA1 RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 4000M 8000M 12000M 16000M 20000M SE +/- 5454763.46, N = 3 SE +/- 12109546.28, N = 3 SE +/- 1527525.23, N = 3 SE +/- 29255901.59, N = 3 SE +/- 7377744.31, N = 3 SE +/- 26464462.54, N = 3 9341766667 11121466667 13420400000 17718433333 11068233333 19098866667
Hashcat Benchmark: 7-Zip OpenBenchmarking.org H/s, More Is Better Hashcat 6.1.1 Benchmark: 7-Zip RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 200K 400K 600K 800K 1000K SE +/- 1083.72, N = 3 SE +/- 1146.49, N = 3 SE +/- 6986.65, N = 3 SE +/- 2234.08, N = 3 SE +/- 1047.75, N = 3 SE +/- 1449.52, N = 3 495567 596367 692500 894867 585967 990567
Hashcat Benchmark: SHA-512 OpenBenchmarking.org H/s, More Is Better Hashcat 6.1.1 Benchmark: SHA-512 RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 500M 1000M 1500M 2000M 2500M SE +/- 633333.33, N = 3 SE +/- 1276714.53, N = 3 SE +/- 1980179.57, N = 3 SE +/- 982061.32, N = 3 SE +/- 536449.23, N = 3 SE +/- 2514623.90, N = 3 1187933333 1424200000 1708433333 2239266667 1414633333 2420400000
Hashcat Benchmark: TrueCrypt RIPEMD160 + XTS OpenBenchmarking.org H/s, More Is Better Hashcat 6.1.1 Benchmark: TrueCrypt RIPEMD160 + XTS RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 150K 300K 450K 600K 750K SE +/- 173.21, N = 3 SE +/- 360.56, N = 3 SE +/- 4356.82, N = 15 SE +/- 592.55, N = 3 SE +/- 1006.64, N = 3 SE +/- 560.75, N = 3 351200 426200 520673 657067 426700 721867
IndigoBench Acceleration: OpenCL GPU - Scene: Bedroom OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: OpenCL GPU - Scene: Bedroom NVIDIA GeForce RTX 3060 Ti RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3080 4 8 12 16 20 SE +/- 0.011, N = 3 SE +/- 0.011, N = 3 SE +/- 0.004, N = 3 SE +/- 0.002, N = 3 SE +/- 0.010, N = 3 SE +/- 0.045, N = 3 11.452 7.392 7.776 7.845 11.012 17.650
IndigoBench Acceleration: OpenCL GPU - Scene: Supercar OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: OpenCL GPU - Scene: Supercar NVIDIA GeForce RTX 3060 Ti RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3080 11 22 33 44 55 SE +/- 0.04, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 33.99 23.31 24.71 25.33 33.24 46.41
ParaView Test: Many Spheres - Resolution: 1920 x 1080 OpenBenchmarking.org MiPolys / Sec, More Is Better ParaView 5.9 Test: Many Spheres - Resolution: 1920 x 1080 RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 2K 4K 6K 8K 10K SE +/- 9.03, N = 3 SE +/- 10.38, N = 3 SE +/- 16.45, N = 3 SE +/- 17.40, N = 3 SE +/- 3.55, N = 3 SE +/- 20.20, N = 3 3824.56 4499.13 5446.21 7469.29 4475.50 7841.30
ParaView Test: Many Spheres - Resolution: 3840 x 2160 OpenBenchmarking.org MiPolys / Sec, More Is Better ParaView 5.9 Test: Many Spheres - Resolution: 3840 x 2160 RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 1600 3200 4800 6400 8000 SE +/- 2.20, N = 3 SE +/- 1.45, N = 3 SE +/- 1.58, N = 3 SE +/- 7.19, N = 3 SE +/- 5.00, N = 3 SE +/- 11.77, N = 3 3748.65 4407.23 5323.27 7296.59 4451.59 7680.54
ParaView Test: Wavelet Contour - Resolution: 1920 x 1080 OpenBenchmarking.org MiPolys / Sec, More Is Better ParaView 5.9 Test: Wavelet Contour - Resolution: 1920 x 1080 RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 1200 2400 3600 4800 6000 SE +/- 14.35, N = 3 SE +/- 10.22, N = 3 SE +/- 36.34, N = 3 SE +/- 7.41, N = 3 SE +/- 16.12, N = 3 SE +/- 37.60, N = 3 2862.74 3691.35 4225.68 4690.75 3169.40 5373.70
ParaView Test: Wavelet Contour - Resolution: 3840 x 2160 OpenBenchmarking.org MiPolys / Sec, More Is Better ParaView 5.9 Test: Wavelet Contour - Resolution: 3840 x 2160 RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 700 1400 2100 2800 3500 SE +/- 12.72, N = 3 SE +/- 11.62, N = 3 SE +/- 20.11, N = 10 SE +/- 12.62, N = 3 SE +/- 25.69, N = 3 SE +/- 28.95, N = 15 1859.64 2299.46 2616.20 3059.95 2251.06 3478.84
ParaView Test: Wavelet Volume - Resolution: 1920 x 1080 OpenBenchmarking.org MiVoxels / Sec, More Is Better ParaView 5.9 Test: Wavelet Volume - Resolution: 1920 x 1080 RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 2K 4K 6K 8K 10K SE +/- 26.87, N = 3 SE +/- 22.07, N = 3 SE +/- 14.53, N = 3 SE +/- 71.88, N = 3 SE +/- 81.03, N = 5 SE +/- 34.46, N = 3 6827.82 7715.26 8551.75 9606.53 7578.14 10606.70
ParaView Test: Wavelet Volume - Resolution: 3840 x 2160 OpenBenchmarking.org MiVoxels / Sec, More Is Better ParaView 5.9 Test: Wavelet Volume - Resolution: 3840 x 2160 RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 1200 2400 3600 4800 6000 SE +/- 3.77, N = 3 SE +/- 7.19, N = 3 SE +/- 14.19, N = 3 SE +/- 27.20, N = 3 SE +/- 20.25, N = 3 SE +/- 21.74, N = 3 2847.50 3288.29 3853.39 4935.74 3342.87 5430.65
LeelaChessZero Backend: OpenCL OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.26 Backend: OpenCL RTX 3080 7K 14K 21K 28K 35K SE +/- 256.06, N = 3 31897 1. (CXX) g++ options: -flto -pthread
FAHBench OpenBenchmarking.org Ns Per Day, More Is Better FAHBench 2.3.2 RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 70 140 210 280 350 SE +/- 0.46, N = 3 SE +/- 0.78, N = 3 SE +/- 0.56, N = 3 SE +/- 0.96, N = 3 SE +/- 0.24, N = 3 SE +/- 0.54, N = 3 208.71 232.78 257.99 307.20 237.06 322.00
OctaneBench Total Score OpenBenchmarking.org Score, More Is Better OctaneBench 2020.1 Total Score RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 120 240 360 480 600 241.45 261.26 262.84 358.55 382.74 562.82
Chaos Group V-RAY Mode: NVIDIA CUDA GPU OpenBenchmarking.org vpaths, More Is Better Chaos Group V-RAY 5 Mode: NVIDIA CUDA GPU NVIDIA GeForce RTX 3060 Ti RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3080 400 800 1200 1600 2000 SE +/- 0.33, N = 3 SE +/- 0.58, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.67, N = 3 1185 492 785 742 926 1666
Chaos Group V-RAY Mode: NVIDIA RTX GPU OpenBenchmarking.org vrays, More Is Better Chaos Group V-RAY 5 Mode: NVIDIA RTX GPU NVIDIA GeForce RTX 3060 Ti RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3080 500 1000 1500 2000 2500 SE +/- 1.45, N = 3 SE +/- 1.00, N = 3 SE +/- 5.69, N = 3 1550 733 977 905 1246 2183
NAMD CUDA ATPase Simulation - 327,506 Atoms OpenBenchmarking.org days/ns, Fewer Is Better NAMD CUDA 2.14 ATPase Simulation - 327,506 Atoms RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 0.0357 0.0714 0.1071 0.1428 0.1785 SE +/- 0.00029, N = 3 SE +/- 0.00031, N = 3 SE +/- 0.00049, N = 3 SE +/- 0.00010, N = 3 SE +/- 0.00015, N = 3 SE +/- 0.00128, N = 3 0.15857 0.14823 0.14894 0.14084 0.13614 0.13291
VkResample Upscale: 2x - Precision: Double OpenBenchmarking.org ms, Fewer Is Better VkResample 1.0 Upscale: 2x - Precision: Double RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 70 140 210 280 350 SE +/- 0.24, N = 3 SE +/- 0.63, N = 3 SE +/- 0.53, N = 3 SE +/- 0.08, N = 3 SE +/- 0.15, N = 3 SE +/- 0.11, N = 3 309.19 262.25 217.31 155.74 266.21 148.01 1. (CXX) g++ options: -O3 -pthread
VkResample Upscale: 2x - Precision: Single OpenBenchmarking.org ms, Fewer Is Better VkResample 1.0 Upscale: 2x - Precision: Single RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 5 10 15 20 25 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 22.23 19.47 17.78 14.78 17.66 11.23 1. (CXX) g++ options: -O3 -pthread
FinanceBench Benchmark: Monte-Carlo OpenCL OpenBenchmarking.org ms, Fewer Is Better FinanceBench 2016-07-25 Benchmark: Monte-Carlo OpenCL RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 200 400 600 800 1000 SE +/- 0.57, N = 3 SE +/- 0.43, N = 3 SE +/- 0.99, N = 3 SE +/- 0.61, N = 3 SE +/- 1.66, N = 3 SE +/- 1.21, N = 3 752.41 816.01 843.45 649.82 461.68 386.05 1. (CXX) g++ options: -O3 -march=native -fopenmp
FinanceBench Benchmark: Black-Scholes OpenCL OpenBenchmarking.org ms, Fewer Is Better FinanceBench 2016-07-25 Benchmark: Black-Scholes OpenCL RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 4 8 12 16 20 SE +/- 0.196835, N = 3 SE +/- 0.083319, N = 3 SE +/- 0.084311, N = 9 SE +/- 0.016231, N = 3 SE +/- 0.179234, N = 3 SE +/- 0.014468, N = 3 16.486333 12.804000 10.610000 9.226000 13.138000 7.307000 1. (CXX) g++ options: -O3 -march=native -fopenmp
NCNN Target: Vulkan GPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: mobilenet RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 3 6 9 12 15 SE +/- 0.10, N = 15 SE +/- 0.14, N = 3 SE +/- 0.09, N = 3 SE +/- 0.09, N = 13 SE +/- 0.19, N = 3 SE +/- 0.09, N = 15 12.53 12.87 13.31 12.97 13.27 12.20 MIN: 11.86 / MAX: 26 MIN: 12.38 / MAX: 13.65 MIN: 12.41 / MAX: 30.9 MIN: 12.36 / MAX: 22.3 MIN: 12.64 / MAX: 14.87 MIN: 11.81 / MAX: 13.49 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 1.0373 2.0746 3.1119 4.1492 5.1865 SE +/- 0.00, N = 15 SE +/- 0.07, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 13 SE +/- 0.01, N = 3 SE +/- 0.00, N = 15 4.50 4.58 4.61 4.50 4.50 4.48 MIN: 4.3 / MAX: 5.72 MIN: 4.3 / MAX: 28.29 MIN: 4.31 / MAX: 6.2 MIN: 4.29 / MAX: 6.08 MIN: 4.28 / MAX: 5.73 MIN: 4.3 / MAX: 5.1 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 0.9563 1.9126 2.8689 3.8252 4.7815 SE +/- 0.02, N = 15 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 13 SE +/- 0.01, N = 3 SE +/- 0.02, N = 15 4.21 4.21 4.25 4.19 4.14 4.21 MIN: 4.09 / MAX: 5.44 MIN: 4.12 / MAX: 5.49 MIN: 4.1 / MAX: 8.02 MIN: 4.08 / MAX: 5.41 MIN: 4.06 / MAX: 5.35 MIN: 4.1 / MAX: 6.19 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: shufflenet-v2 RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 1.0283 2.0566 3.0849 4.1132 5.1415 SE +/- 0.01, N = 15 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 12 SE +/- 0.02, N = 3 SE +/- 0.01, N = 15 4.46 4.46 4.57 4.47 4.44 4.44 MIN: 4.36 / MAX: 19.04 MIN: 4.36 / MAX: 6.1 MIN: 4.41 / MAX: 6 MIN: 4.32 / MAX: 5.58 MIN: 4.34 / MAX: 5.43 MIN: 4.35 / MAX: 6.25 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: mnasnet RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 0.9203 1.8406 2.7609 3.6812 4.6015 SE +/- 0.01, N = 15 SE +/- 0.08, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 13 SE +/- 0.01, N = 3 SE +/- 0.00, N = 15 4.01 4.07 4.09 4.03 3.98 3.99 MIN: 3.85 / MAX: 6.06 MIN: 3.84 / MAX: 5.04 MIN: 3.88 / MAX: 5.64 MIN: 3.82 / MAX: 5.26 MIN: 3.84 / MAX: 5.19 MIN: 3.85 / MAX: 4.5 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: efficientnet-b0 RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 1.2533 2.5066 3.7599 5.0132 6.2665 SE +/- 0.02, N = 15 SE +/- 0.08, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 13 SE +/- 0.02, N = 3 SE +/- 0.01, N = 15 5.45 5.50 5.57 5.45 5.42 5.41 MIN: 5.31 / MAX: 14.05 MIN: 5.31 / MAX: 9.38 MIN: 5.34 / MAX: 7.4 MIN: 5.28 / MAX: 6.74 MIN: 5.3 / MAX: 9.74 MIN: 5.3 / MAX: 14.74 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: blazeface RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 0.423 0.846 1.269 1.692 2.115 SE +/- 0.01, N = 15 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 13 SE +/- 0.03, N = 3 SE +/- 0.01, N = 15 1.87 1.86 1.87 1.84 1.88 1.85 MIN: 1.79 / MAX: 2.29 MIN: 1.8 / MAX: 2.1 MIN: 1.8 / MAX: 2.36 MIN: 1.8 / MAX: 2.4 MIN: 1.8 / MAX: 7.07 MIN: 1.8 / MAX: 2.32 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: googlenet RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 3 6 9 12 15 SE +/- 0.04, N = 15 SE +/- 0.68, N = 3 SE +/- 0.21, N = 3 SE +/- 0.25, N = 13 SE +/- 0.77, N = 3 SE +/- 0.02, N = 15 12.85 13.44 13.57 13.29 13.59 12.82 MIN: 12.46 / MAX: 21.99 MIN: 12.44 / MAX: 24.56 MIN: 12.61 / MAX: 15.4 MIN: 12.5 / MAX: 27.44 MIN: 12.49 / MAX: 16.77 MIN: 12.43 / MAX: 22.33 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: vgg16 RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 14 28 42 56 70 SE +/- 0.04, N = 15 SE +/- 0.40, N = 3 SE +/- 0.50, N = 3 SE +/- 0.05, N = 13 SE +/- 0.18, N = 3 SE +/- 0.06, N = 15 58.99 58.49 61.11 59.02 58.90 58.83 MIN: 57.66 / MAX: 83.72 MIN: 56.35 / MAX: 60.41 MIN: 57.69 / MAX: 129.41 MIN: 57.58 / MAX: 72.34 MIN: 57.26 / MAX: 90.67 MIN: 57.03 / MAX: 117.59 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: resnet18 RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 4 8 12 16 20 SE +/- 0.06, N = 15 SE +/- 0.36, N = 3 SE +/- 0.15, N = 3 SE +/- 0.15, N = 13 SE +/- 0.45, N = 3 SE +/- 0.02, N = 15 14.44 14.70 15.15 14.51 14.78 14.43 MIN: 14.17 / MAX: 32.3 MIN: 14.18 / MAX: 23.66 MIN: 14.24 / MAX: 28.92 MIN: 14.09 / MAX: 16.91 MIN: 14.12 / MAX: 17.41 MIN: 14.25 / MAX: 27.77 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: alexnet RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 3 6 9 12 15 SE +/- 0.14, N = 15 SE +/- 0.61, N = 3 SE +/- 0.55, N = 3 SE +/- 0.19, N = 13 SE +/- 0.57, N = 3 SE +/- 0.10, N = 15 11.15 12.09 12.26 11.20 11.72 11.12 MIN: 10.78 / MAX: 13.1 MIN: 10.8 / MAX: 13.2 MIN: 10.76 / MAX: 16.88 MIN: 10.71 / MAX: 13.13 MIN: 10.8 / MAX: 44.26 MIN: 10.81 / MAX: 24.77 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: resnet50 RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 6 12 18 24 30 SE +/- 0.27, N = 15 SE +/- 0.36, N = 3 SE +/- 0.60, N = 3 SE +/- 0.25, N = 13 SE +/- 0.14, N = 3 SE +/- 0.22, N = 15 25.39 25.63 26.63 24.98 26.98 24.97 MIN: 24.28 / MAX: 43.07 MIN: 24.31 / MAX: 35.26 MIN: 24.4 / MAX: 46.26 MIN: 23.79 / MAX: 34.58 MIN: 24.63 / MAX: 46.48 MIN: 24.2 / MAX: 30.79 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: yolov4-tiny RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 6 12 18 24 30 SE +/- 0.27, N = 15 SE +/- 0.59, N = 3 SE +/- 0.78, N = 3 SE +/- 0.31, N = 13 SE +/- 0.09, N = 3 SE +/- 0.22, N = 15 21.94 22.39 23.07 22.08 23.38 21.38 MIN: 20.72 / MAX: 25.98 MIN: 20.98 / MAX: 23.83 MIN: 20.78 / MAX: 30.08 MIN: 20.68 / MAX: 34.43 MIN: 22.85 / MAX: 25.03 MIN: 20.7 / MAX: 38.06 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: squeezenet_ssd OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: squeezenet_ssd RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 4 8 12 16 20 SE +/- 0.05, N = 15 SE +/- 0.08, N = 3 SE +/- 0.04, N = 3 SE +/- 0.05, N = 13 SE +/- 0.21, N = 3 SE +/- 0.07, N = 14 14.47 14.27 14.67 14.41 14.74 14.48 MIN: 13.92 / MAX: 16.43 MIN: 13.95 / MAX: 14.61 MIN: 14.1 / MAX: 19.06 MIN: 13.6 / MAX: 27.43 MIN: 14.07 / MAX: 16.1 MIN: 13.79 / MAX: 24.15 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: regnety_400m OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: regnety_400m RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 5 10 15 20 25 SE +/- 0.03, N = 15 SE +/- 0.02, N = 3 SE +/- 0.15, N = 3 SE +/- 0.07, N = 13 SE +/- 0.07, N = 3 SE +/- 0.02, N = 15 17.98 17.96 18.65 18.00 18.00 17.85 MIN: 17.54 / MAX: 27.13 MIN: 17.61 / MAX: 19.15 MIN: 17.68 / MAX: 41.61 MIN: 17.4 / MAX: 35.68 MIN: 17.41 / MAX: 27.83 MIN: 17.56 / MAX: 27.39 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
RealSR-NCNN Scale: 4x - TAA: No OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: No RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 3 6 9 12 15 SE +/- 0.118, N = 5 SE +/- 0.038, N = 3 SE +/- 0.240, N = 14 SE +/- 0.058, N = 3 SE +/- 0.053, N = 3 SE +/- 0.044, N = 3 11.501 9.901 9.010 7.506 8.761 6.250
RealSR-NCNN Scale: 4x - TAA: Yes OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: Yes RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 20 40 60 80 100 SE +/- 0.30, N = 3 SE +/- 0.27, N = 3 SE +/- 0.16, N = 3 SE +/- 0.23, N = 3 SE +/- 0.10, N = 3 SE +/- 0.09, N = 3 75.76 63.02 54.90 43.82 54.10 34.11
Waifu2x-NCNN Vulkan Scale: 2x - Denoise: 3 - TAA: Yes OpenBenchmarking.org Seconds, Fewer Is Better Waifu2x-NCNN Vulkan 20200818 Scale: 2x - Denoise: 3 - TAA: Yes RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 1.184 2.368 3.552 4.736 5.92 SE +/- 0.066, N = 3 SE +/- 0.017, N = 3 SE +/- 0.020, N = 3 SE +/- 0.012, N = 3 SE +/- 0.004, N = 3 SE +/- 0.006, N = 3 5.262 4.689 4.347 3.776 4.372 3.439
Betsy GPU Compressor Codec: ETC1 - Quality: Highest OpenBenchmarking.org Seconds, Fewer Is Better Betsy GPU Compressor 1.1 Beta Codec: ETC1 - Quality: Highest RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 2 4 6 8 10 SE +/- 0.016, N = 3 SE +/- 0.021, N = 3 SE +/- 0.028, N = 3 SE +/- 0.036, N = 7 SE +/- 0.041, N = 3 SE +/- 0.024, N = 3 6.032 5.456 5.296 3.822 5.009 3.328 1. (CXX) g++ options: -O3 -O2 -lpthread -ldl
Betsy GPU Compressor Codec: ETC2 RGB - Quality: Highest OpenBenchmarking.org Seconds, Fewer Is Better Betsy GPU Compressor 1.1 Beta Codec: ETC2 RGB - Quality: Highest RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 2 4 6 8 10 SE +/- 0.011, N = 3 SE +/- 0.011, N = 3 SE +/- 0.006, N = 3 SE +/- 0.006, N = 3 SE +/- 0.009, N = 3 SE +/- 0.011, N = 3 8.394 7.330 6.831 5.008 6.794 4.416 1. (CXX) g++ options: -O3 -O2 -lpthread -ldl
RedShift Demo OpenBenchmarking.org Seconds, Fewer Is Better RedShift Demo 3.0 RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 80 160 240 320 400 SE +/- 0.67, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.58, N = 3 379 348 328 246 241 164
Darktable Test: Boat - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.2.1 Test: Boat - Acceleration: OpenCL RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 0.3861 0.7722 1.1583 1.5444 1.9305 SE +/- 0.005, N = 3 SE +/- 0.008, N = 3 SE +/- 0.007, N = 3 SE +/- 0.010, N = 3 SE +/- 0.004, N = 3 SE +/- 0.006, N = 3 1.716 1.709 1.591 1.485 1.713 1.282
Darktable Test: Masskrug - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.2.1 Test: Masskrug - Acceleration: OpenCL RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 0.488 0.976 1.464 1.952 2.44 SE +/- 0.003, N = 3 SE +/- 0.007, N = 3 SE +/- 0.010, N = 3 SE +/- 0.006, N = 3 SE +/- 0.004, N = 3 SE +/- 0.006, N = 3 2.118 2.156 2.169 2.084 2.121 2.090
Darktable Test: Server Rack - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.2.1 Test: Server Rack - Acceleration: OpenCL RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 0.0227 0.0454 0.0681 0.0908 0.1135 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.097 0.097 0.097 0.096 0.101 0.095
Darktable Test: Server Room - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.2.1 Test: Server Room - Acceleration: OpenCL RTX 2060 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3080 0.1748 0.3496 0.5244 0.6992 0.874 SE +/- 0.002, N = 3 SE +/- 0.004, N = 3 SE +/- 0.004, N = 3 SE +/- 0.007, N = 3 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 0.723 0.776 0.756 0.710 0.777 0.706
Phoronix Test Suite v10.8.5