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&grs&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 v-ray: NVIDIA CUDA GPU v-ray: NVIDIA RTX GPU rtiv: 3840 x 2160 - Cornell Box + Lucy rtiv: 2560 x 1440 - Cornell Box + Lucy rtiv: 1920 x 1200 - Cornell Box + Lucy rtiv: 1920 x 1080 - 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 indigobench: OpenCL GPU - Bedroom warsow: 3840 x 2160 octanebench: Total Score redshift: rtiv: 1920 x 1200 - Cornell Box rtiv: 1920 x 1080 - Cornell Box rtiv: 2560 x 1440 - Cornell Box financebench: Black-Scholes OpenCL rtiv: 3840 x 2160 - Cornell Box realsr-ncnn: 4x - Yes financebench: Monte-Carlo OpenCL vkresample: 2x - Double hashcat: TrueCrypt RIPEMD160 + XTS paraview: Many Spheres - 1920 x 1080 paraview: Many Spheres - 1920 x 1080 paraview: Many Spheres - 3840 x 2160 paraview: Many Spheres - 3840 x 2160 hashcat: SHA1 hashcat: SHA-512 hashcat: 7-Zip indigobench: OpenCL GPU - Supercar vkresample: 2x - Single rtiv: 3840 x 2160 - Ray Tracing In One Weekend rtiv: 3840 x 2160 - Planets In One Weekend hashcat: MD5 rtiv: 1920 x 1200 - Ray Tracing In One Weekend paraview: Wavelet Volume - 3840 x 2160 paraview: Wavelet Volume - 3840 x 2160 rtiv: 1920 x 1080 - Ray Tracing In One Weekend rtiv: 2560 x 1440 - Ray Tracing 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 betsy: ETC2 RGB - Highest paraview: Wavelet Contour - 1920 x 1080 paraview: Wavelet Contour - 1920 x 1080 paraview: Wavelet Contour - 3840 x 2160 paraview: Wavelet Contour - 3840 x 2160 realsr-ncnn: 4x - No vkfft: betsy: ETC1 - Highest paraview: Wavelet Volume - 1920 x 1080 paraview: Wavelet Volume - 1920 x 1080 fahbench: waifu2x-ncnn: 2x - 3 - Yes warsow: 2560 x 1440 darktable: Boat - OpenCL namd-cuda: ATPase Simulation - 327,506 Atoms darktable: Server Room - OpenCL ncnn: Vulkan GPU - yolov4-tiny ncnn: Vulkan GPU - mobilenet ncnn: Vulkan GPU - resnet50 darktable: Server Rack - OpenCL ncnn: Vulkan GPU - resnet18 ncnn: Vulkan GPU - regnety_400m ncnn: Vulkan GPU - vgg16 darktable: Masskrug - OpenCL ncnn: Vulkan GPU - squeezenet_ssd ncnn: Vulkan GPU - efficientnet-b0 ncnn: Vulkan GPU - shufflenet-v2 ncnn: Vulkan GPU-v2-v2 - mobilenet-v2 ncnn: Vulkan GPU - mnasnet ncnn: Vulkan GPU-v3-v3 - mobilenet-v3 ncnn: Vulkan GPU - blazeface warsow: 1920 x 1080 warsow: 1920 x 1200 lczero: OpenCL ncnn: Vulkan GPU - alexnet ncnn: Vulkan GPU - googlenet RTX 3080 RTX 3060 Ti NVIDIA GeForce RTX 3060 Ti RTX 2070 SUPER RTX 2060 SUPER RTX 2080 SUPER RTX 2080 Ti 1666 2183 16.4413 33.9422 48.4290 59.0920 57.8223 48.6939 33.0545 16.4312 17.650 830.2 562.818641 164 97.1997 117.919 67.4759 7.307 31.9668 34.114 386.046997 148.005 721867 7841.299 78.21 76.61 7680.539 19098866667 2420400000 990567 46.405 11.232 17.1359 17.5512 56039666667 55.5417 339.42 5430.654 62.7312 35.6185 63.7969 57.1482 36.5362 4.416 515.65 5373.698 3478.835 333.82 6.250 56583 3.328 10606.699 662.92 321.9986 3.439 984.8 1.282 0.13291 0.706 21.38 12.20 24.97 0.095 14.43 17.85 58.83 2.090 14.48 5.41 4.44 4.48 3.99 4.21 1.85 963.6 985.7 31897 11.12 12.82 9.39314 19.5451 27.8946 34.0683 33.7196 29.0999 19.5287 9.60781 499.6 382.736651 241 55.7661 68.3205 38.5985 13.138 18.4943 54.096 461.676341 266.210 426700 4475.501 44.64 44.40 4451.593 11068233333 1414633333 585967 17.658 9.76038 9.99652 32940366667 31.8033 208.93 3342.870 35.8823 20.4810 36.7365 32.5992 20.9757 6.794 304.13 3169.404 2251.061 216.01 8.761 35228 5.009 7578.143 473.63 237.0623 4.372 983.3 1.713 0.13614 0.777 23.38 13.27 26.98 0.101 14.78 18.00 58.90 2.121 14.74 5.42 4.44 4.50 3.98 4.14 1.88 980.4 974.5 11.72 13.59 1185 1550 11.452 33.992 785 977 6.77717 14.1030 20.0635 24.5964 26.2753 22.7902 15.6550 7.93153 7.776 437.6 261.261302 348 50.7312 61.7059 35.2750 12.804 16.7912 63.020 816.009990 262.249 426200 4499.127 44.88 43.96 4407.226 11121466667 1424200000 596367 24.706 19.469 10.6371 10.8262 35398166667 34.6587 205.52 3288.286 39.1433 22.2612 39.9825 35.4654 22.7453 7.330 354.21 3691.347 2299.463 220.65 9.901 32063 5.456 7715.261 482.20 232.7775 4.689 953.3 1.709 0.14823 0.776 22.39 12.87 25.63 0.097 14.70 17.96 58.49 2.156 14.27 5.50 4.46 4.58 4.07 4.21 1.86 979.2 986.0 12.09 13.44 492 733 5.97602 12.4373 17.8450 21.8369 23.3070 20.1725 13.7568 6.87206 7.392 353.3 241.445325 379 42.9372 52.1534 29.8870 16.486333 14.1848 75.755 752.413981 309.185 351200 3824.557 38.15 37.39 3748.650 9341766667 1187933333 495567 23.311 22.234 8.99633 9.17886 29280266667 29.4861 177.97 2847.497 33.2083 18.9526 33.8886 30.1809 19.3343 8.394 274.70 2862.737 1859.637 178.45 11.501 31000 6.032 6827.820 426.74 208.7075 5.262 696.3 1.716 0.15857 0.723 21.94 12.53 25.39 0.097 14.44 17.98 58.99 2.118 14.47 5.45 4.46 4.50 4.01 4.21 1.87 977.5 985.2 11.15 12.85 742 905 7.14784 14.8708 21.1197 25.7529 28.4471 24.5890 17.1498 8.82616 7.845 494.2 262.843677 328 61.6809 75.2446 42.8800 10.610 20.3361 54.895 843.452657 217.311 520673 5446.212 54.32 53.10 5323.265 13420400000 1708433333 692500 25.326 17.779 12.8719 13.1467 42393033333 42.0649 240.83 3853.392 47.5230 26.9538 48.3452 43.0463 27.5123 6.831 405.49 4225.680 2616.200 251.05 9.010 34719 5.296 8551.751 534.48 257.9896 4.347 983.2 1.591 0.14894 0.756 23.07 13.31 26.63 0.097 15.15 18.65 61.11 2.169 14.67 5.57 4.57 4.61 4.09 4.25 1.87 979.7 985.7 12.26 13.57 926 1246 10.5369 21.8005 31.0242 37.7862 40.4178 35.0178 24.3719 12.4673 11.012 553.5 358.549904 246 84.0012 102.060 57.9535 9.226 27.5750 43.816 649.820658 155.743 657067 7469.292 74.50 72.78 7296.592 17718433333 2239266667 894867 33.236 14.780 17.3073 17.6370 55298100000 56.2395 308.48 4935.743 63.3046 36.0794 64.4970 57.4290 36.7571 5.008 450.11 4690.748 3059.954 293.63 7.506 42152 3.822 9606.532 600.41 307.2028 3.776 985.7 1.485 0.14084 0.710 22.08 12.97 24.98 0.096 14.51 18.00 59.02 2.084 14.41 5.45 4.47 4.50 4.03 4.19 1.84 979.3 985.9 11.20 13.29 OpenBenchmarking.org
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
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: 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: 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: 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 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
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
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
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
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
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: 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: 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
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
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
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
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
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
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
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: 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: 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
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: 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: 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
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
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
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
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
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
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
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 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
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: 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: 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
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
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: 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 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
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
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
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
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: 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
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
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
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
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
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
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
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: 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 - 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
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
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: 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
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
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
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: 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: 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-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 - 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-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: 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
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
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
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: 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
Phoronix Test Suite v10.8.5