Benchmarks by Michael Larabel for a future article.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 2012250-HA-NVIDIAGPU61 NVIDIA Linux GPU Performance Comptue RTX 30 RTX 20 - Phoronix Test Suite NVIDIA Linux GPU Performance Comptue RTX 30 RTX 20 Benchmarks by Michael Larabel for a future article.
HTML result view exported from: https://openbenchmarking.org/result/2012250-HA-NVIDIAGPU61&grr .
NVIDIA Linux GPU Performance Comptue RTX 30 RTX 20 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 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads) ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3003 BIOS) AMD Starship/Matisse 16GB 2000GB Corsair Force MP600 NVIDIA GeForce RTX 2060 6GB (1365/7000MHz) NVIDIA TU106 HD Audio ASUS MG28U Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 Ubuntu 20.04 5.4.0-58-generic (x86_64) GNOME Shell 3.36.4 X Server 1.20.8 NVIDIA 460.27.04 4.6.0 OpenCL 1.2 CUDA 11.2.66 1.2.155 GCC 9.3.0 ext4 3840x2160 NVIDIA GeForce RTX 2060 SUPER 8GB (1470/7000MHz) ASUS NVIDIA GeForce RTX 2070 8GB (435/405MHz) NVIDIA GeForce RTX 2070 SUPER 8GB (1605/7000MHz) NVIDIA TU104 HD Audio Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz) NVIDIA GeForce RTX 2080 SUPER 8GB (1650/7750MHz) NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz) NVIDIA TU102 HD Audio NVIDIA TITAN RTX 24GB (1350/7000MHz) NVIDIA GeForce RTX 3060 Ti 8GB (1665/7000MHz) NVIDIA Device 228b NVIDIA GeForce RTX 3080 10GB (1710/9501MHz) NVIDIA Device 1aef OpenBenchmarking.org 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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/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 - Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0xa201009 OpenCL Details - RTX 2060: GPU Compute Cores: 1920 - RTX 2060 SUPER: GPU Compute Cores: 2176 - RTX 2070: GPU Compute Cores: 2304 - RTX 2070 SUPER: GPU Compute Cores: 2560 - RTX 2080: GPU Compute Cores: 2944 - RTX 2080 SUPER: GPU Compute Cores: 3072 - RTX 2080 Ti: GPU Compute Cores: 4352 - TITAN RTX: GPU Compute Cores: 4608 - RTX 3060 TI: GPU Compute Cores: 4864 - RTX 3080: GPU Compute Cores: 8704 Python Details - Python 2.7.18 + Python 3.8.5 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 Comptue RTX 30 RTX 20 blender: Barbershop - NVIDIA OptiX vkfft: lczero: OpenCL redshift: luxcorerender-cl: Food luxcorerender-cl: LuxCore Benchmark octanebench: Total Score luxcorerender-cl: DLSC blender: Pabellon Barcelona - NVIDIA OptiX plaidml: No - Training - VGG19 - OpenCL plaidml: No - Training - VGG16 - OpenCL blender: Classroom - NVIDIA OptiX fahbench: ncnn: Vulkan GPU - regnety_400m ncnn: Vulkan GPU - squeezenet_ssd ncnn: Vulkan GPU - yolov4-tiny ncnn: Vulkan GPU - resnet50 ncnn: Vulkan GPU - alexnet ncnn: Vulkan GPU - resnet18 ncnn: Vulkan GPU - vgg16 ncnn: Vulkan GPU - googlenet ncnn: Vulkan GPU - blazeface ncnn: Vulkan GPU - efficientnet-b0 ncnn: Vulkan GPU - mnasnet ncnn: Vulkan GPU - shufflenet-v2 ncnn: Vulkan GPU-v3-v3 - mobilenet-v3 ncnn: Vulkan GPU-v2-v2 - mobilenet-v2 ncnn: Vulkan GPU - mobilenet plaidml: No - Inference - NASNer Large - OpenCL realsr-ncnn: 4x - Yes blender: Fishy Cat - NVIDIA OptiX blender: BMW27 - NVIDIA OptiX vkresample: 2x - Double plaidml: No - Inference - DenseNet 201 - OpenCL clpeak: Double-Precision Double luxcorerender-cl: Rainbow Colors and Prism betsy: ETC2 RGB - Highest plaidml: No - Inference - Inception V3 - OpenCL betsy: ETC1 - Highest plaidml: No - Inference - VGG19 - OpenCL plaidml: No - Inference - VGG16 - OpenCL vkresample: 2x - Single plaidml: No - Inference - ResNet 50 - OpenCL realsr-ncnn: 4x - No plaidml: No - Inference - IMDB LSTM - OpenCL rodinia: OpenCL Particle Filter hashcat: TrueCrypt RIPEMD160 + XTS hashcat: SHA-512 hashcat: SHA1 hashcat: MD5 plaidml: No - Inference - Mobilenet - OpenCL plaidml: Yes - Inference - Mobilenet - OpenCL clpeak: Integer Compute INT waifu2x-ncnn: 2x - 3 - Yes cl-mem: Copy cl-mem: Write cl-mem: Read clpeak: Single-Precision Float mandelgpu: GPU arrayfire: Conjugate Gradient OpenCL hashcat: 7-Zip viennacl: OpenCL LU Factorization clpeak: Global Memory Bandwidth financebench: Black-Scholes OpenCL RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 1779.46 22903 9752 469 1.21 2.80 195.009806 3.30 206.86 22.04 27.12 147.65 183.2913 18.29 14.32 21.41 24.58 11.61 14.47 56.98 13.43 1.8 5.48 4.01 4.42 4.15 4.44 12.42 31.81 85.948 67.13 36.27 350.961 125.45 231.27 7.98 8.748 171.78 6.189 88.38 110.96 27.195 320.95 12.707 392.02 8.960 311800 1049366667 8248933333 25930633333 1282.27 1720.24 5224.68 5.779 239.5 251.6 297.5 5369.81 253858256.7 2.650 439000 74.5062 277.40 12.565 1758.17 29585 11399 378 1.32 3.63 244.224553 4.19 194.41 24.58 30.00 144.40 207.0770 18.49 14.63 22.80 25.71 11.53 14.77 57.22 14.18 1.93 5.70 4.33 4.47 4.34 4.67 13.04 38.42 75.892 58.94 30.90 309.619 147.13 261.53 11.41 7.733 203.78 5.451 100.61 126.76 22.282 376.59 11.540 440.36 7.981 349600 1183433333 9314900000 29272000000 1581.85 2011.99 6956.55 5.313 288.3 340.1 397.1 6985.02 278640038.1 2.073 490533 74.0853 369.42 10.454 1826.30 29546 11495 375 1.30 3.56 243.261218 4.14 198.63 30.27 148.17 205.2322 18.68 14.51 21.41 25.05 11.74 14.55 57.13 13.60 1.87 5.59 4.15 4.45 4.19 4.60 12.66 39.07 74.654 58.34 31.34 302.845 148.04 268.18 10.94 7.646 202.05 5.309 103.03 129.65 22.269 379.70 11.187 447.47 7.858 356700 1213266667 9535466667 29955566667 1566.36 2004.51 7094.24 5.314 285.7 323.9 397.1 7190.53 283803060.1 2.086 500233 74.1817 369.14 10.225 996.82 29427 12841 351 1.86 3.67 264.534943 4.32 132.73 27.78 33.75 89.12 229.7600 18.58 14.55 21.79 25.25 11.36 14.53 57.13 13.48 1.88 5.60 4.22 4.46 4.30 4.64 12.77 42.32 63.178 48.03 25.44 261.969 149.68 309.27 10.04 6.653 220.43 4.824 121.35 152.58 19.523 422.86 9.972 499.43 6.900 423733 1426733333 11183366667 35466033333 1701.99 2300.01 8551.57 4.761 292.3 320.6 397.1 8591.77 321637774.3 2.060 593700 75.7984 370.17 8.224 971.62 28745 13576 341 1.88 3.55 261.329504 4.23 132.90 28.32 34.13 86.13 244.4171 18.77 14.45 21.81 24.62 11.37 14.58 57.25 13.56 1.86 5.56 4.10 4.48 4.25 4.50 12.69 45.39 59.403 45.51 26.24 235.512 152.28 344.68 9.27 6.153 242.54 4.375 128.62 161.88 19.024 442.78 9.473 545.48 6.288 461367 1559500000 12203533333 38493233333 1726.88 2333.79 9330.83 4.605 290.5 331.9 397.1 8860.55 343080891.1 2.072 637367 77.1727 369.65 7.620 911.32 30475 14634 325 1.97 3.60 268.114368 4.32 126.93 32.29 38.7 81.14 260.8957 18.65 14.47 22.13 24.73 11.22 14.36 57.08 13.12 1.88 5.68 4.21 4.50 4.30 4.65 12.72 49.16 54.037 42.60 25.22 216.539 160.48 373.96 9.19 5.507 266.39 4.004 143.39 180.23 17.507 468.60 8.842 588.04 5.809 527287 1734100000 13653000000 43136966667 1816.87 2489.11 10244.08 4.358 302.0 350.8 437.8 10347.92 368037096.6 1.893 711967 76.6869 405.68 6.749 899.14 34110 16952 246 2.18 4.58 354.856769 5.53 103.97 36.9 44.02 73.99 304.0362 18.32 14.36 21.45 24.69 11.44 14.65 56.69 13.96 1.95 6.02 4.56 4.48 4.43 4.74 12.64 63.53 44.186 32.80 21.67 152.853 213.54 519.03 12.14 351.18 3.177 185.09 231.73 14.767 636.84 7.605 754.69 4.507 657967 2241700000 17751300000 55488333333 2414.96 3316.31 13432.89 3.856 324.0 446.6 545.6 12677.18 447272306.0 1.670 885300 78.3244 508.00 6.014 905.22 36216 17009 235 2.23 5.03 383.463739 5.95 102.51 37.56 44.51 73.40 307.0348 18.21 14.35 21.88 24.95 11.25 14.36 56.52 13.32 1.83 6.03 4.02 4.43 4.20 4.49 12.77 66.50 41.731 31.72 18.64 149.204 228.78 545.22 13.56 4.116 359.13 3.043 194.50 244.00 13.561 654.76 7.360 782.29 4.296 688167 2350366667 18576400000 58104300000 2551.38 3392.96 13791.91 3.827 320.8 495.4 568.2 14109.68 460475602.6 1.637 937233 81.3167 530.48 5.691 565.99 32556 16799 239 2.97 5.91 383.416583 7.13 84.95 29.38 34.98 56.33 235.7167 18.57 15.11 21.35 24.69 11.41 14.51 57.18 13.41 1.86 5.55 4.11 4.47 4.25 4.54 12.54 48.04 54.144 36.74 20.15 264.871 177.41 306.12 17.11 6.040 236.40 4.358 133.11 167.73 17.676 454.66 8.784 689.61 7.040 427100 1406900000 11103733333 32927600000 1875.37 2428.74 8365.85 4.371 294.1 384.3 392.8 16033.64 280941400.2 2.092 581300 75.7896 389.18 8.328 421.51 40997 18668 165 4.00 7.84 565.099512 9.60 55.63 40.88 47.50 38.85 320.6571 18.45 14.50 22.15 25.34 11.71 14.74 56.96 13.95 1.91 5.61 4.20 4.52 4.34 4.56 12.78 79.23 34.206 21.48 11.48 148.284 261.32 545.91 21.91 3.664 398.64 2.701 223.64 280.31 11.220 730.76 6.345 1019.79 4.290 723200 2426033333 19151100000 56429133333 3062.00 3623.82 15586.03 3.512 354.7 645.3 674.2 29490.81 421918457.5 1.557 981300 79.3217 662.24 4.869 OpenBenchmarking.org
Blender Blend File: Barbershop - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.90 Blend File: Barbershop - Compute: NVIDIA OptiX RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 400 800 1200 1600 2000 SE +/- 2.01, N = 3 SE +/- 0.52, N = 3 SE +/- 2.84, N = 3 SE +/- 1.90, N = 3 SE +/- 0.81, N = 3 SE +/- 0.14, N = 3 SE +/- 1.58, N = 3 SE +/- 1.56, N = 3 SE +/- 0.84, N = 3 SE +/- 1.49, N = 3 1779.46 1758.17 1826.30 996.82 971.62 911.32 899.14 905.22 565.99 421.51
VkFFT OpenBenchmarking.org Benchmark Score, More Is Better VkFFT 1.1.1 RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 9K 18K 27K 36K 45K SE +/- 44.06, N = 3 SE +/- 257.75, N = 3 SE +/- 149.21, N = 3 SE +/- 213.44, N = 3 SE +/- 95.96, N = 3 SE +/- 51.40, N = 3 SE +/- 78.30, N = 3 SE +/- 413.34, N = 3 SE +/- 86.88, N = 3 SE +/- 284.10, N = 3 22903 29585 29546 29427 28745 30475 34110 36216 32556 40997 1. (CXX) g++ options: -O3 -pthread
LeelaChessZero Backend: OpenCL OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.26 Backend: OpenCL RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 4K 8K 12K 16K 20K SE +/- 66.84, N = 3 SE +/- 69.95, N = 3 SE +/- 54.87, N = 3 SE +/- 49.97, N = 3 SE +/- 51.64, N = 3 SE +/- 48.26, N = 3 SE +/- 54.85, N = 3 SE +/- 110.73, N = 3 SE +/- 26.30, N = 3 SE +/- 122.65, N = 3 9752 11399 11495 12841 13576 14634 16952 17009 16799 18668 1. (CXX) g++ options: -flto -pthread
RedShift Demo OpenBenchmarking.org Seconds, Fewer Is Better RedShift Demo 3.0 RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 100 200 300 400 500 SE +/- 0.88, N = 3 SE +/- 1.00, N = 3 SE +/- 0.88, N = 3 SE +/- 0.33, N = 3 SE +/- 1.33, N = 3 SE +/- 0.67, N = 3 SE +/- 0.58, N = 3 SE +/- 0.67, N = 3 SE +/- 0.67, N = 3 SE +/- 0.67, N = 3 469 378 375 351 341 325 246 235 239 165
LuxCoreRender OpenCL Scene: Food OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: Food RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 0.9 1.8 2.7 3.6 4.5 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 12 SE +/- 0.03, N = 4 SE +/- 0.01, N = 3 SE +/- 0.04, N = 12 SE +/- 0.03, N = 5 SE +/- 0.05, N = 12 SE +/- 0.07, N = 14 1.21 1.32 1.30 1.86 1.88 1.97 2.18 2.23 2.97 4.00 MIN: 0.24 / MAX: 1.44 MIN: 0.23 / MAX: 1.59 MIN: 0.23 / MAX: 1.55 MIN: 0.18 / MAX: 2.3 MIN: 0.23 / MAX: 2.29 MIN: 0.27 / MAX: 2.37 MIN: 0.15 / MAX: 2.71 MIN: 0.23 / MAX: 2.76 MIN: 0.19 / MAX: 3.74 MIN: 0.17 / MAX: 5.07
LuxCoreRender OpenCL Scene: LuxCore Benchmark OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: LuxCore Benchmark RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 2 4 6 8 10 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.05, N = 12 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.04, N = 13 SE +/- 0.02, N = 3 SE +/- 0.07, N = 12 SE +/- 0.10, N = 12 2.80 3.63 3.56 3.67 3.55 3.60 4.58 5.03 5.91 7.84 MIN: 0.23 / MAX: 3.2 MIN: 0.23 / MAX: 4.15 MIN: 0.23 / MAX: 4.1 MIN: 0.2 / MAX: 4.25 MIN: 0.23 / MAX: 4.07 MIN: 0.27 / MAX: 4.14 MIN: 0.19 / MAX: 5.4 MIN: 0.32 / MAX: 5.72 MIN: 0.25 / MAX: 6.86 MIN: 0.15 / MAX: 9.17
OctaneBench Total Score OpenBenchmarking.org Score, More Is Better OctaneBench 2020.1 Total Score RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 120 240 360 480 600 195.01 244.22 243.26 264.53 261.33 268.11 354.86 383.46 383.42 565.10
LuxCoreRender OpenCL Scene: DLSC OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: DLSC RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 3 6 9 12 15 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.06, N = 12 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.08, N = 12 SE +/- 0.01, N = 3 SE +/- 0.10, N = 12 SE +/- 0.14, N = 12 3.30 4.19 4.14 4.32 4.23 4.32 5.53 5.95 7.13 9.60 MIN: 3.16 / MAX: 3.4 MIN: 4.11 / MAX: 4.29 MIN: 3.79 / MAX: 4.28 MIN: 1.6 / MAX: 4.51 MIN: 4.15 / MAX: 4.3 MIN: 4.13 / MAX: 4.4 MIN: 2.02 / MAX: 5.76 MIN: 5.62 / MAX: 6.04 MIN: 2.58 / MAX: 7.38 MIN: 3.45 / MAX: 9.87
Blender Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.90 Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 50 100 150 200 250 SE +/- 0.04, N = 3 SE +/- 0.26, N = 3 SE +/- 0.06, N = 3 SE +/- 0.07, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.10, N = 3 SE +/- 0.08, N = 3 SE +/- 0.08, N = 3 SE +/- 0.04, N = 3 206.86 194.41 198.63 132.73 132.90 126.93 103.97 102.51 84.95 55.63
PlaidML FP16: No - Mode: Training - Network: VGG19 - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Training - Network: VGG19 - Device: OpenCL RTX 2060 RTX 2060 SUPER RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 9 18 27 36 45 SE +/- 0.04, N = 2 SE +/- 0.05, N = 2 SE +/- 0.15, N = 2 SE +/- 0.08, N = 2 22.04 24.58 27.78 28.32 32.29 36.90 37.56 29.38 40.88
PlaidML FP16: No - Mode: Training - Network: VGG16 - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Training - Network: VGG16 - Device: OpenCL RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 11 22 33 44 55 SE +/- 0.20, N = 2 SE +/- 0.33, N = 2 SE +/- 0.18, N = 2 SE +/- 0.36, N = 2 27.12 30.00 30.27 33.75 34.13 38.70 44.02 44.51 34.98 47.50
Blender Blend File: Classroom - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.90 Blend File: Classroom - Compute: NVIDIA OptiX RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 30 60 90 120 150 SE +/- 0.39, N = 3 SE +/- 0.38, N = 3 SE +/- 0.95, N = 3 SE +/- 0.32, N = 3 SE +/- 0.14, N = 3 SE +/- 0.11, N = 3 SE +/- 0.50, N = 3 SE +/- 0.17, N = 3 SE +/- 0.23, N = 3 SE +/- 0.16, N = 3 147.65 144.40 148.17 89.12 86.13 81.14 73.99 73.40 56.33 38.85
FAHBench OpenBenchmarking.org Ns Per Day, More Is Better FAHBench 2.3.2 RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 70 140 210 280 350 SE +/- 0.18, N = 3 SE +/- 0.17, N = 3 SE +/- 0.10, N = 3 SE +/- 0.16, N = 3 SE +/- 0.18, N = 3 SE +/- 0.20, N = 3 SE +/- 0.05, N = 3 SE +/- 0.07, N = 3 SE +/- 0.14, N = 3 SE +/- 0.30, N = 3 183.29 207.08 205.23 229.76 244.42 260.90 304.04 307.03 235.72 320.66
NCNN Target: Vulkan GPU - Model: regnety_400m OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: regnety_400m RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 5 10 15 20 25 SE +/- 0.08, N = 3 SE +/- 0.15, N = 4 SE +/- 0.06, N = 3 SE +/- 0.07, N = 15 SE +/- 0.09, N = 5 SE +/- 0.19, N = 3 SE +/- 0.20, N = 3 SE +/- 0.09, N = 3 SE +/- 0.28, N = 4 SE +/- 0.35, N = 3 18.29 18.49 18.68 18.58 18.77 18.65 18.32 18.21 18.57 18.45 MIN: 17.99 / MAX: 28.28 MIN: 18.01 / MAX: 28.46 MIN: 18.38 / MAX: 19.17 MIN: 17.91 / MAX: 28.99 MIN: 18.01 / MAX: 30.34 MIN: 18.24 / MAX: 19.54 MIN: 17.72 / MAX: 19.14 MIN: 17.88 / MAX: 20.03 MIN: 17.78 / MAX: 20.78 MIN: 17.4 / MAX: 28.56 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 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 4 8 12 16 20 SE +/- 0.05, N = 3 SE +/- 0.12, N = 4 SE +/- 0.14, N = 2 SE +/- 0.06, N = 15 SE +/- 0.24, N = 4 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.19, N = 3 SE +/- 0.73, N = 4 SE +/- 0.09, N = 3 14.32 14.63 14.51 14.55 14.45 14.47 14.36 14.35 15.11 14.50 MIN: 14.04 / MAX: 14.98 MIN: 14.15 / MAX: 16.53 MIN: 14.12 / MAX: 15.9 MIN: 13.96 / MAX: 25.49 MIN: 13.6 / MAX: 27.41 MIN: 14.11 / MAX: 24.43 MIN: 13.91 / MAX: 27.4 MIN: 13.84 / MAX: 22.5 MIN: 13.72 / MAX: 369.11 MIN: 14.11 / MAX: 14.97 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 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 5 10 15 20 25 SE +/- 0.56, N = 3 SE +/- 0.07, N = 4 SE +/- 0.58, N = 3 SE +/- 0.24, N = 15 SE +/- 0.41, N = 5 SE +/- 0.60, N = 3 SE +/- 0.60, N = 3 SE +/- 0.66, N = 3 SE +/- 0.64, N = 4 SE +/- 0.70, N = 3 21.41 22.80 21.41 21.79 21.81 22.13 21.45 21.88 21.35 22.15 MIN: 20.54 / MAX: 32.23 MIN: 22.31 / MAX: 25.04 MIN: 20.58 / MAX: 23.53 MIN: 20.42 / MAX: 29.15 MIN: 20.55 / MAX: 24.56 MIN: 20.69 / MAX: 28.53 MIN: 20.52 / MAX: 33.08 MIN: 20.33 / MAX: 23.41 MIN: 20.24 / MAX: 29.48 MIN: 20.53 / MAX: 30.78 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 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 6 12 18 24 30 SE +/- 0.15, N = 3 SE +/- 0.09, N = 4 SE +/- 0.54, N = 3 SE +/- 0.18, N = 15 SE +/- 0.23, N = 5 SE +/- 0.40, N = 3 SE +/- 0.33, N = 3 SE +/- 0.37, N = 3 SE +/- 0.35, N = 4 SE +/- 0.56, N = 3 24.58 25.71 25.05 25.25 24.62 24.73 24.69 24.95 24.69 25.34 MIN: 23.83 / MAX: 37.73 MIN: 24.88 / MAX: 31.53 MIN: 24.29 / MAX: 41.55 MIN: 23.93 / MAX: 36.67 MIN: 23.99 / MAX: 26.48 MIN: 23.79 / MAX: 35.29 MIN: 23.98 / MAX: 37.45 MIN: 23.91 / MAX: 36.02 MIN: 23.66 / MAX: 26.48 MIN: 24.02 / MAX: 26.96 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 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 3 6 9 12 15 SE +/- 0.22, N = 3 SE +/- 0.04, N = 4 SE +/- 0.08, N = 3 SE +/- 0.06, N = 15 SE +/- 0.06, N = 5 SE +/- 0.16, N = 3 SE +/- 0.04, N = 3 SE +/- 0.05, N = 3 SE +/- 0.15, N = 4 SE +/- 0.12, N = 3 11.61 11.53 11.74 11.36 11.37 11.22 11.44 11.25 11.41 11.71 MIN: 11.08 / MAX: 18.93 MIN: 11.27 / MAX: 18.29 MIN: 11.39 / MAX: 12.18 MIN: 10.75 / MAX: 15.63 MIN: 11.04 / MAX: 17.87 MIN: 10.85 / MAX: 11.85 MIN: 11.09 / MAX: 11.74 MIN: 11 / MAX: 11.61 MIN: 10.77 / MAX: 22.45 MIN: 11.28 / MAX: 12.12 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 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 4 8 12 16 20 SE +/- 0.26, N = 3 SE +/- 0.19, N = 4 SE +/- 0.19, N = 3 SE +/- 0.07, N = 15 SE +/- 0.12, N = 5 SE +/- 0.14, N = 3 SE +/- 0.19, N = 3 SE +/- 0.25, N = 3 SE +/- 0.21, N = 4 SE +/- 0.25, N = 3 14.47 14.77 14.55 14.53 14.58 14.36 14.65 14.36 14.51 14.74 MIN: 14.01 / MAX: 23.82 MIN: 14.08 / MAX: 16.79 MIN: 14.18 / MAX: 15.25 MIN: 14.06 / MAX: 27.16 MIN: 14.21 / MAX: 16.27 MIN: 14.01 / MAX: 15.12 MIN: 14.13 / MAX: 15.56 MIN: 13.96 / MAX: 17.74 MIN: 13.97 / MAX: 25.49 MIN: 14.13 / MAX: 15.8 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 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 13 26 39 52 65 SE +/- 0.31, N = 3 SE +/- 0.14, N = 4 SE +/- 0.13, N = 3 SE +/- 0.13, N = 15 SE +/- 0.17, N = 5 SE +/- 0.37, N = 3 SE +/- 0.27, N = 3 SE +/- 0.17, N = 3 SE +/- 0.43, N = 4 SE +/- 0.09, N = 3 56.98 57.22 57.13 57.13 57.25 57.08 56.69 56.52 57.18 56.96 MIN: 55.41 / MAX: 58.77 MIN: 55.71 / MAX: 64.21 MIN: 56.01 / MAX: 66.17 MIN: 54.93 / MAX: 68.8 MIN: 55.82 / MAX: 67.69 MIN: 55.71 / MAX: 70.92 MIN: 55.51 / MAX: 58.35 MIN: 55.22 / MAX: 72.77 MIN: 54.93 / MAX: 68.94 MIN: 56.04 / MAX: 59.71 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 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 4 8 12 16 20 SE +/- 0.55, N = 3 SE +/- 0.43, N = 4 SE +/- 0.27, N = 3 SE +/- 0.21, N = 14 SE +/- 0.35, N = 5 SE +/- 0.39, N = 3 SE +/- 0.49, N = 3 SE +/- 0.68, N = 2 SE +/- 0.33, N = 4 SE +/- 0.37, N = 3 13.43 14.18 13.60 13.48 13.56 13.12 13.96 13.32 13.41 13.95 MIN: 12.61 / MAX: 15.67 MIN: 12.62 / MAX: 15.92 MIN: 12.94 / MAX: 24.05 MIN: 12.43 / MAX: 26.89 MIN: 12.71 / MAX: 20.62 MIN: 12.41 / MAX: 14.53 MIN: 12.74 / MAX: 15.74 MIN: 12.38 / MAX: 25.82 MIN: 12.46 / MAX: 28.14 MIN: 12.96 / MAX: 24.07 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 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 0.4388 0.8776 1.3164 1.7552 2.194 SE +/- 0.03, N = 3 SE +/- 0.03, N = 4 SE +/- 0.05, N = 3 SE +/- 0.02, N = 15 SE +/- 0.02, N = 5 SE +/- 0.07, N = 3 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 4 SE +/- 0.04, N = 3 1.80 1.93 1.87 1.88 1.86 1.88 1.95 1.83 1.86 1.91 MIN: 1.79 / MAX: 1.96 MIN: 1.85 / MAX: 2.11 MIN: 1.8 / MAX: 2.15 MIN: 1.78 / MAX: 2.2 MIN: 1.81 / MAX: 2.28 MIN: 1.77 / MAX: 2.21 MIN: 1.85 / MAX: 2.39 MIN: 1.78 / MAX: 2.03 MIN: 1.78 / MAX: 2.03 MIN: 1.82 / MAX: 2.14 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 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 2 4 6 8 10 SE +/- 0.03, N = 3 SE +/- 0.06, N = 4 SE +/- 0.02, N = 3 SE +/- 0.06, N = 15 SE +/- 0.04, N = 5 SE +/- 0.21, N = 3 SE +/- 0.26, N = 3 SE +/- 0.57, N = 3 SE +/- 0.05, N = 4 SE +/- 0.06, N = 3 5.48 5.70 5.59 5.60 5.56 5.68 6.02 6.03 5.55 5.61 MIN: 5.32 / MAX: 5.98 MIN: 5.43 / MAX: 17.45 MIN: 5.42 / MAX: 5.85 MIN: 5.28 / MAX: 16.37 MIN: 5.37 / MAX: 6.08 MIN: 5.29 / MAX: 17.94 MIN: 5.37 / MAX: 11.96 MIN: 5.28 / MAX: 339.41 MIN: 5.34 / MAX: 7.32 MIN: 5.45 / MAX: 5.87 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 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 1.026 2.052 3.078 4.104 5.13 SE +/- 0.04, N = 3 SE +/- 0.10, N = 3 SE +/- 0.05, N = 3 SE +/- 0.07, N = 15 SE +/- 0.06, N = 5 SE +/- 0.21, N = 3 SE +/- 0.26, N = 3 SE +/- 0.02, N = 3 SE +/- 0.06, N = 4 SE +/- 0.13, N = 3 4.01 4.33 4.15 4.22 4.10 4.21 4.56 4.02 4.11 4.20 MIN: 3.83 / MAX: 4.42 MIN: 4.04 / MAX: 4.77 MIN: 4 / MAX: 16.56 MIN: 3.86 / MAX: 5.14 MIN: 3.82 / MAX: 4.59 MIN: 3.86 / MAX: 4.92 MIN: 3.93 / MAX: 5.1 MIN: 3.88 / MAX: 4.28 MIN: 3.87 / MAX: 5.49 MIN: 3.91 / MAX: 10.98 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 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 1.017 2.034 3.051 4.068 5.085 SE +/- 0.02, N = 3 SE +/- 0.01, N = 4 SE +/- 0.03, N = 3 SE +/- 0.01, N = 13 SE +/- 0.01, N = 5 SE +/- 0.07, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 4.42 4.47 4.45 4.46 4.48 4.50 4.48 4.43 4.47 4.52 MIN: 4.31 / MAX: 4.8 MIN: 4.37 / MAX: 4.78 MIN: 4.34 / MAX: 4.91 MIN: 4.31 / MAX: 4.82 MIN: 4.36 / MAX: 14.35 MIN: 4.35 / MAX: 5.04 MIN: 4.38 / MAX: 4.9 MIN: 4.32 / MAX: 5.06 MIN: 4.34 / MAX: 5.99 MIN: 4.42 / MAX: 13.63 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 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 0.9968 1.9936 2.9904 3.9872 4.984 SE +/- 0.03, N = 3 SE +/- 0.08, N = 4 SE +/- 0.01, N = 3 SE +/- 0.04, N = 15 SE +/- 0.05, N = 5 SE +/- 0.10, N = 3 SE +/- 0.11, N = 3 SE +/- 0.00, N = 3 SE +/- 0.06, N = 4 SE +/- 0.09, N = 3 4.15 4.34 4.19 4.30 4.25 4.30 4.43 4.20 4.25 4.34 MIN: 4.06 / MAX: 4.44 MIN: 4.12 / MAX: 4.79 MIN: 4.14 / MAX: 4.4 MIN: 4.06 / MAX: 19.54 MIN: 4.07 / MAX: 4.62 MIN: 4.12 / MAX: 4.69 MIN: 4.13 / MAX: 11.06 MIN: 4.14 / MAX: 4.93 MIN: 4.02 / MAX: 5.79 MIN: 4.17 / MAX: 4.73 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 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 1.0665 2.133 3.1995 4.266 5.3325 SE +/- 0.03, N = 3 SE +/- 0.07, N = 4 SE +/- 0.02, N = 3 SE +/- 0.07, N = 15 SE +/- 0.04, N = 5 SE +/- 0.23, N = 3 SE +/- 0.21, N = 3 SE +/- 0.02, N = 3 SE +/- 0.05, N = 4 SE +/- 0.05, N = 3 4.44 4.67 4.60 4.64 4.50 4.65 4.74 4.49 4.54 4.56 MIN: 4.21 / MAX: 4.75 MIN: 4.31 / MAX: 5.1 MIN: 4.35 / MAX: 13.48 MIN: 4.23 / MAX: 5.42 MIN: 4.19 / MAX: 13.41 MIN: 4.19 / MAX: 5.42 MIN: 4.31 / MAX: 5.6 MIN: 4.26 / MAX: 4.85 MIN: 4.25 / MAX: 5.73 MIN: 4.3 / MAX: 4.85 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 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 3 6 9 12 15 SE +/- 0.14, N = 3 SE +/- 0.17, N = 4 SE +/- 0.17, N = 3 SE +/- 0.14, N = 15 SE +/- 0.16, N = 5 SE +/- 0.11, N = 3 SE +/- 0.18, N = 3 SE +/- 0.16, N = 3 SE +/- 0.17, N = 4 SE +/- 0.12, N = 3 12.42 13.04 12.66 12.77 12.69 12.72 12.64 12.77 12.54 12.78 MIN: 11.98 / MAX: 24.63 MIN: 12.34 / MAX: 24 MIN: 12.23 / MAX: 24.28 MIN: 11.98 / MAX: 34.45 MIN: 11.97 / MAX: 24.76 MIN: 12.26 / MAX: 13.5 MIN: 12.22 / MAX: 14.36 MIN: 12.01 / MAX: 24.52 MIN: 11.94 / MAX: 15.69 MIN: 12.35 / MAX: 20.47 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
PlaidML FP16: No - Mode: Inference - Network: NASNer Large - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: NASNer Large - Device: OpenCL RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 20 40 60 80 100 SE +/- 0.03, N = 3 SE +/- 0.08, N = 3 SE +/- 0.10, N = 3 SE +/- 0.04, N = 3 SE +/- 0.09, N = 3 SE +/- 0.04, N = 3 SE +/- 0.14, N = 3 SE +/- 0.18, N = 3 SE +/- 0.05, N = 3 SE +/- 0.12, N = 3 31.81 38.42 39.07 42.32 45.39 49.16 63.53 66.50 48.04 79.23
RealSR-NCNN Scale: 4x - TAA: Yes OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: Yes RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 20 40 60 80 100 SE +/- 0.35, N = 3 SE +/- 0.37, N = 3 SE +/- 0.45, N = 3 SE +/- 0.29, N = 3 SE +/- 0.38, N = 3 SE +/- 0.27, N = 3 SE +/- 0.21, N = 3 SE +/- 0.22, N = 3 SE +/- 0.09, N = 3 SE +/- 0.07, N = 3 85.95 75.89 74.65 63.18 59.40 54.04 44.19 41.73 54.14 34.21
Blender Blend File: Fishy Cat - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.90 Blend File: Fishy Cat - Compute: NVIDIA OptiX RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 15 30 45 60 75 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 67.13 58.94 58.34 48.03 45.51 42.60 32.80 31.72 36.74 21.48
Blender Blend File: BMW27 - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.90 Blend File: BMW27 - Compute: NVIDIA OptiX RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 8 16 24 32 40 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 2.49, N = 15 SE +/- 0.00, N = 3 SE +/- 2.49, N = 15 SE +/- 0.01, N = 3 36.27 30.90 31.34 25.44 26.24 25.22 21.67 18.64 20.15 11.48
VkResample Upscale: 2x - Precision: Double OpenBenchmarking.org ms, Fewer Is Better VkResample 1.0 Upscale: 2x - Precision: Double RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 80 160 240 320 400 SE +/- 0.05, N = 3 SE +/- 0.28, N = 3 SE +/- 0.78, N = 3 SE +/- 0.26, N = 3 SE +/- 0.63, N = 3 SE +/- 0.01, N = 3 SE +/- 0.12, N = 3 SE +/- 0.10, N = 3 SE +/- 0.88, N = 3 SE +/- 0.30, N = 3 350.96 309.62 302.85 261.97 235.51 216.54 152.85 149.20 264.87 148.28 1. (CXX) g++ options: -O3 -pthread
PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 60 120 180 240 300 SE +/- 0.07, N = 3 SE +/- 0.15, N = 3 SE +/- 0.08, N = 3 SE +/- 0.07, N = 3 SE +/- 0.14, N = 3 SE +/- 0.11, N = 3 SE +/- 0.07, N = 3 SE +/- 0.06, N = 3 SE +/- 0.26, N = 3 SE +/- 0.01, N = 3 125.45 147.13 148.04 149.68 152.28 160.48 213.54 228.78 177.41 261.32
clpeak OpenCL Test: Double-Precision Double OpenBenchmarking.org GFLOPS, More Is Better clpeak OpenCL Test: Double-Precision Double RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 120 240 360 480 600 SE +/- 0.61, N = 3 SE +/- 0.69, N = 3 SE +/- 0.77, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 1.36, N = 3 SE +/- 1.44, N = 3 SE +/- 0.89, N = 3 SE +/- 0.00, N = 3 231.27 261.53 268.18 309.27 344.68 373.96 519.03 545.22 306.12 545.91 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
LuxCoreRender OpenCL Scene: Rainbow Colors and Prism OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: Rainbow Colors and Prism RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 5 10 15 20 25 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.20, N = 12 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.27, N = 12 SE +/- 0.02, N = 3 SE +/- 0.48, N = 12 SE +/- 0.65, N = 12 7.98 11.41 10.94 10.04 9.27 9.19 12.14 13.56 17.11 21.91 MIN: 7.02 / MAX: 8.25 MIN: 9.87 / MAX: 11.85 MIN: 9.85 / MAX: 11.46 MIN: 5.24 / MAX: 10.68 MIN: 8.34 / MAX: 9.64 MIN: 7.68 / MAX: 9.63 MIN: 6.39 / MAX: 12.87 MIN: 12.87 / MAX: 14.06 MIN: 8.56 / MAX: 18.35 MIN: 12.02 / MAX: 23.73
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 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER TITAN RTX RTX 3060 TI RTX 3080 2 4 6 8 10 SE +/- 0.084, N = 9 SE +/- 0.060, N = 13 SE +/- 0.064, N = 12 SE +/- 0.053, N = 15 SE +/- 0.064, N = 12 SE +/- 0.057, N = 14 SE +/- 0.058, N = 13 SE +/- 0.066, N = 13 SE +/- 0.063, N = 13 8.748 7.733 7.646 6.653 6.153 5.507 4.116 6.040 3.664 1. (CXX) g++ options: -O3 -O2 -lpthread -ldl
PlaidML FP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCL RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 90 180 270 360 450 SE +/- 0.18, N = 3 SE +/- 0.18, N = 3 SE +/- 0.28, N = 3 SE +/- 0.01, N = 3 SE +/- 0.46, N = 3 SE +/- 0.03, N = 3 SE +/- 0.39, N = 3 SE +/- 0.19, N = 3 SE +/- 0.67, N = 3 SE +/- 0.67, N = 3 171.78 203.78 202.05 220.43 242.54 266.39 351.18 359.13 236.40 398.64
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 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 2 4 6 8 10 SE +/- 0.054, N = 13 SE +/- 0.052, N = 13 SE +/- 0.052, N = 13 SE +/- 0.054, N = 13 SE +/- 0.048, N = 14 SE +/- 0.060, N = 14 SE +/- 0.049, N = 14 SE +/- 0.051, N = 14 SE +/- 0.051, N = 14 SE +/- 0.052, N = 14 6.189 5.451 5.309 4.824 4.375 4.004 3.177 3.043 4.358 2.701 1. (CXX) g++ options: -O3 -O2 -lpthread -ldl
PlaidML FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 50 100 150 200 250 SE +/- 0.08, N = 3 SE +/- 0.08, N = 3 SE +/- 0.10, N = 3 SE +/- 0.05, N = 3 SE +/- 0.27, N = 3 SE +/- 0.20, N = 3 SE +/- 0.15, N = 3 SE +/- 0.14, N = 3 SE +/- 0.08, N = 3 SE +/- 0.28, N = 3 88.38 100.61 103.03 121.35 128.62 143.39 185.09 194.50 133.11 223.64
PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 60 120 180 240 300 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 SE +/- 0.05, N = 3 SE +/- 0.08, N = 3 SE +/- 0.18, N = 3 SE +/- 0.00, N = 3 SE +/- 0.10, N = 3 SE +/- 0.10, N = 3 SE +/- 0.11, N = 3 SE +/- 0.06, N = 3 110.96 126.76 129.65 152.58 161.88 180.23 231.73 244.00 167.73 280.31
VkResample Upscale: 2x - Precision: Single OpenBenchmarking.org ms, Fewer Is Better VkResample 1.0 Upscale: 2x - Precision: Single RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 6 12 18 24 30 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 27.20 22.28 22.27 19.52 19.02 17.51 14.77 13.56 17.68 11.22 1. (CXX) g++ options: -O3 -pthread
PlaidML FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 160 320 480 640 800 SE +/- 0.61, N = 3 SE +/- 0.68, N = 3 SE +/- 0.70, N = 3 SE +/- 0.62, N = 3 SE +/- 0.34, N = 3 SE +/- 0.40, N = 3 SE +/- 0.39, N = 3 SE +/- 2.07, N = 3 SE +/- 0.51, N = 3 SE +/- 1.40, N = 3 320.95 376.59 379.70 422.86 442.78 468.60 636.84 654.76 454.66 730.76
RealSR-NCNN Scale: 4x - TAA: No OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: No RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 3 6 9 12 15 SE +/- 0.091, N = 3 SE +/- 0.111, N = 3 SE +/- 0.096, N = 3 SE +/- 0.110, N = 3 SE +/- 0.131, N = 3 SE +/- 0.101, N = 3 SE +/- 0.108, N = 3 SE +/- 0.105, N = 3 SE +/- 0.056, N = 3 SE +/- 0.093, N = 3 12.707 11.540 11.187 9.972 9.473 8.842 7.605 7.360 8.784 6.345
PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 200 400 600 800 1000 SE +/- 0.58, N = 3 SE +/- 0.53, N = 3 SE +/- 1.13, N = 3 SE +/- 0.23, N = 3 SE +/- 1.14, N = 3 SE +/- 0.10, N = 3 SE +/- 1.36, N = 3 SE +/- 1.34, N = 3 SE +/- 0.42, N = 3 SE +/- 1.56, N = 3 392.02 440.36 447.47 499.43 545.48 588.04 754.69 782.29 689.61 1019.79
Rodinia Test: OpenCL Particle Filter OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: OpenCL Particle Filter RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 3 6 9 12 15 SE +/- 0.009, N = 3 SE +/- 0.027, N = 3 SE +/- 0.017, N = 3 SE +/- 0.014, N = 3 SE +/- 0.006, N = 3 SE +/- 0.010, N = 3 SE +/- 0.076, N = 3 SE +/- 0.016, N = 3 SE +/- 0.067, N = 3 SE +/- 0.018, N = 3 8.960 7.981 7.858 6.900 6.288 5.809 4.507 4.296 7.040 4.290 1. (CXX) g++ options: -O2 -lOpenCL
Hashcat Benchmark: TrueCrypt RIPEMD160 + XTS OpenBenchmarking.org H/s, More Is Better Hashcat 6.1.1 Benchmark: TrueCrypt RIPEMD160 + XTS RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 150K 300K 450K 600K 750K SE +/- 57.74, N = 3 SE +/- 57.74, N = 3 SE +/- 556.78, N = 3 SE +/- 66.67, N = 3 SE +/- 133.33, N = 3 SE +/- 4580.29, N = 15 SE +/- 1591.99, N = 3 SE +/- 1120.02, N = 3 SE +/- 550.76, N = 3 SE +/- 750.56, N = 3 311800 349600 356700 423733 461367 527287 657967 688167 427100 723200
Hashcat Benchmark: SHA-512 OpenBenchmarking.org H/s, More Is Better Hashcat 6.1.1 Benchmark: SHA-512 RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 500M 1000M 1500M 2000M 2500M SE +/- 635959.47, N = 3 SE +/- 1281058.59, N = 3 SE +/- 845248.16, N = 3 SE +/- 933333.33, N = 3 SE +/- 814452.78, N = 3 SE +/- 2042873.79, N = 3 SE +/- 1258305.74, N = 3 SE +/- 3263093.28, N = 3 SE +/- 750555.35, N = 3 SE +/- 2669165.50, N = 3 1049366667 1183433333 1213266667 1426733333 1559500000 1734100000 2241700000 2350366667 1406900000 2426033333
Hashcat Benchmark: SHA1 OpenBenchmarking.org H/s, More Is Better Hashcat 6.1.1 Benchmark: SHA1 RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 4000M 8000M 12000M 16000M 20000M SE +/- 2302414.19, N = 3 SE +/- 7522189.40, N = 3 SE +/- 2514844.82, N = 3 SE +/- 1017076.42, N = 3 SE +/- 14178073.84, N = 3 SE +/- 3601851.38, N = 3 SE +/- 20384389.45, N = 3 SE +/- 24080351.60, N = 3 SE +/- 16045802.50, N = 3 SE +/- 13325289.24, N = 3 8248933333 9314900000 9535466667 11183366667 12203533333 13653000000 17751300000 18576400000 11103733333 19151100000
Hashcat Benchmark: MD5 OpenBenchmarking.org H/s, More Is Better Hashcat 6.1.1 Benchmark: MD5 RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 12000M 24000M 36000M 48000M 60000M SE +/- 11770207.21, N = 3 SE +/- 8911415.90, N = 3 SE +/- 9342079.24, N = 3 SE +/- 41910871.04, N = 3 SE +/- 30944592.06, N = 3 SE +/- 13808974.54, N = 3 SE +/- 63030953.60, N = 3 SE +/- 33241139.17, N = 3 SE +/- 23055223.56, N = 3 SE +/- 39942305.61, N = 3 25930633333 29272000000 29955566667 35466033333 38493233333 43136966667 55488333333 58104300000 32927600000 56429133333
PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 700 1400 2100 2800 3500 SE +/- 1.88, N = 3 SE +/- 2.50, N = 3 SE +/- 3.57, N = 3 SE +/- 3.23, N = 3 SE +/- 0.70, N = 3 SE +/- 1.68, N = 3 SE +/- 4.12, N = 3 SE +/- 2.13, N = 3 SE +/- 4.77, N = 3 SE +/- 8.25, N = 3 1282.27 1581.85 1566.36 1701.99 1726.88 1816.87 2414.96 2551.38 1875.37 3062.00
PlaidML FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 800 1600 2400 3200 4000 SE +/- 1.92, N = 3 SE +/- 2.83, N = 3 SE +/- 1.56, N = 3 SE +/- 0.32, N = 3 SE +/- 3.97, N = 3 SE +/- 1.35, N = 3 SE +/- 16.01, N = 3 SE +/- 16.11, N = 3 SE +/- 1.99, N = 3 SE +/- 12.23, N = 3 1720.24 2011.99 2004.51 2300.01 2333.79 2489.11 3316.31 3392.96 2428.74 3623.82
clpeak OpenCL Test: Integer Compute INT OpenBenchmarking.org GIOPS, More Is Better clpeak OpenCL Test: Integer Compute INT RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 3K 6K 9K 12K 15K SE +/- 4.93, N = 3 SE +/- 78.58, N = 15 SE +/- 85.50, N = 15 SE +/- 72.96, N = 15 SE +/- 43.62, N = 3 SE +/- 165.30, N = 3 SE +/- 138.31, N = 15 SE +/- 135.03, N = 15 SE +/- 74.13, N = 15 SE +/- 232.90, N = 3 5224.68 6956.55 7094.24 8551.57 9330.83 10244.08 13432.89 13791.91 8365.85 15586.03 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
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 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 1.3003 2.6006 3.9009 5.2012 6.5015 SE +/- 0.064, N = 3 SE +/- 0.055, N = 3 SE +/- 0.049, N = 3 SE +/- 0.067, N = 4 SE +/- 0.053, N = 3 SE +/- 0.060, N = 3 SE +/- 0.057, N = 3 SE +/- 0.056, N = 3 SE +/- 0.008, N = 3 SE +/- 0.047, N = 5 5.779 5.313 5.314 4.761 4.605 4.358 3.856 3.827 4.371 3.512
cl-mem Benchmark: Copy OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Copy RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 80 160 240 320 400 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 SE +/- 0.06, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.09, N = 3 SE +/- 0.15, N = 3 SE +/- 0.03, N = 3 SE +/- 0.21, N = 3 SE +/- 0.03, N = 3 239.5 288.3 285.7 292.3 290.5 302.0 324.0 320.8 294.1 354.7 1. (CC) gcc options: -O2 -flto -lOpenCL
cl-mem Benchmark: Write OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Write RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 140 280 420 560 700 SE +/- 0.12, N = 3 SE +/- 0.20, N = 3 SE +/- 0.13, N = 3 SE +/- 0.23, N = 3 SE +/- 0.79, N = 3 SE +/- 0.17, N = 3 SE +/- 0.38, N = 3 SE +/- 1.30, N = 3 SE +/- 0.19, N = 3 SE +/- 0.03, N = 3 251.6 340.1 323.9 320.6 331.9 350.8 446.6 495.4 384.3 645.3 1. (CC) gcc options: -O2 -flto -lOpenCL
cl-mem Benchmark: Read OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Read RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 150 300 450 600 750 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.17, N = 3 SE +/- 0.06, N = 3 SE +/- 0.44, N = 3 SE +/- 0.06, N = 3 297.5 397.1 397.1 397.1 397.1 437.8 545.6 568.2 392.8 674.2 1. (CC) gcc options: -O2 -flto -lOpenCL
clpeak OpenCL Test: Single-Precision Float OpenBenchmarking.org GFLOPS, More Is Better clpeak OpenCL Test: Single-Precision Float RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 6K 12K 18K 24K 30K SE +/- 56.79, N = 15 SE +/- 75.69, N = 15 SE +/- 90.04, N = 15 SE +/- 84.78, N = 15 SE +/- 6.84, N = 3 SE +/- 174.06, N = 3 SE +/- 138.31, N = 3 SE +/- 193.76, N = 15 SE +/- 0.44, N = 3 SE +/- 0.32, N = 3 5369.81 6985.02 7190.53 8591.77 8860.55 10347.92 12677.18 14109.68 16033.64 29490.81 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
MandelGPU OpenCL Device: GPU OpenBenchmarking.org Samples/sec, More Is Better MandelGPU 1.3pts1 OpenCL Device: GPU RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 100M 200M 300M 400M 500M SE +/- 1171800.01, N = 3 SE +/- 1645708.79, N = 3 SE +/- 776602.98, N = 3 SE +/- 516930.54, N = 3 SE +/- 1494897.42, N = 3 SE +/- 774665.97, N = 3 SE +/- 590928.34, N = 3 SE +/- 2487384.16, N = 3 SE +/- 805777.35, N = 3 SE +/- 2886689.51, N = 3 253858256.7 278640038.1 283803060.1 321637774.3 343080891.1 368037096.6 447272306.0 460475602.6 280941400.2 421918457.5 1. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL
ArrayFire Test: Conjugate Gradient OpenCL OpenBenchmarking.org ms, Fewer Is Better ArrayFire 3.7 Test: Conjugate Gradient OpenCL RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 0.5963 1.1926 1.7889 2.3852 2.9815 SE +/- 0.003, N = 3 SE +/- 0.002, N = 3 SE +/- 0.002, N = 3 SE +/- 0.001, N = 3 SE +/- 0.003, N = 3 SE +/- 0.001, N = 3 SE +/- 0.010, N = 3 SE +/- 0.010, N = 3 SE +/- 0.002, N = 3 SE +/- 0.004, N = 3 2.650 2.073 2.086 2.060 2.072 1.893 1.670 1.637 2.092 1.557 1. (CXX) g++ options: -rdynamic
Hashcat Benchmark: 7-Zip OpenBenchmarking.org H/s, More Is Better Hashcat 6.1.1 Benchmark: 7-Zip RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 200K 400K 600K 800K 1000K SE +/- 1101.51, N = 3 SE +/- 1192.10, N = 3 SE +/- 726.48, N = 3 SE +/- 435.89, N = 3 SE +/- 1713.99, N = 3 SE +/- 1963.27, N = 3 SE +/- 3113.41, N = 3 SE +/- 520.68, N = 3 SE +/- 3659.23, N = 3 SE +/- 503.32, N = 3 439000 490533 500233 593700 637367 711967 885300 937233 581300 981300
ViennaCL OpenCL LU Factorization OpenBenchmarking.org GFLOPS, More Is Better ViennaCL 1.4.2 OpenCL LU Factorization RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 20 40 60 80 100 SE +/- 0.20, N = 3 SE +/- 0.40, N = 3 SE +/- 0.18, N = 3 SE +/- 0.40, N = 3 SE +/- 0.16, N = 3 SE +/- 0.12, N = 3 SE +/- 0.20, N = 3 SE +/- 0.19, N = 3 SE +/- 0.09, N = 3 SE +/- 0.10, N = 3 74.51 74.09 74.18 75.80 77.17 76.69 78.32 81.32 75.79 79.32 1. (CXX) g++ options: -rdynamic -lOpenCL
clpeak OpenCL Test: Global Memory Bandwidth OpenBenchmarking.org GBPS, More Is Better clpeak OpenCL Test: Global Memory Bandwidth RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 140 280 420 560 700 SE +/- 0.14, N = 3 SE +/- 0.41, N = 3 SE +/- 0.01, N = 3 SE +/- 0.21, N = 3 SE +/- 0.04, N = 3 SE +/- 0.18, N = 3 SE +/- 0.66, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 277.40 369.42 369.14 370.17 369.65 405.68 508.00 530.48 389.18 662.24 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
FinanceBench Benchmark: Black-Scholes OpenCL OpenBenchmarking.org ms, Fewer Is Better FinanceBench 2016-06-06 Benchmark: Black-Scholes OpenCL RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 TI RTX 3080 3 6 9 12 15 SE +/- 0.001, N = 3 SE +/- 0.010, N = 3 SE +/- 0.017, N = 3 SE +/- 0.003, N = 3 SE +/- 0.019, N = 3 SE +/- 0.022, N = 3 SE +/- 0.007, N = 3 SE +/- 0.005, N = 3 SE +/- 0.000, N = 3 SE +/- 0.020, N = 3 12.565 10.454 10.225 8.224 7.620 6.749 6.014 5.691 8.328 4.869 1. (CXX) g++ options: -O3 -lOpenCL
Phoronix Test Suite v10.8.4