Benchmarks for a future article.
GTX 1060 Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (2311 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: NVIDIA GeForce GTX 1060 6GB (1506/4006MHz), Audio: NVIDIA GP106 HD Audio, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200
OS: Ubuntu 20.04, Kernel: 5.4.0-54-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 455.45.01, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.1.114, Vulkan: 1.2.142, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160
Compiler Notes: --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 -vProcessor Notes: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0xa201009OpenCL Notes: GPU Compute Cores: 1280Python Notes: Python 2.7.18 + Python 3.8.5Security Notes: 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
GTX 1660 SUPER Changed Graphics to eVGA NVIDIA GeForce GTX 1660 SUPER 6GB (1530/7000MHz) .
OpenCL Change: GPU Compute Cores: 1408
GTX 1660 Ti Changed Graphics to eVGA NVIDIA GeForce GTX 1660 Ti 6GB (1500/6000MHz) .
OpenCL Change: GPU Compute Cores: 1536
RTX 2060 Changed Graphics to NVIDIA GeForce RTX 2060 6GB (1365/7000MHz) .
OpenCL Change: GPU Compute Cores: 1920
RTX 2060 SUPER Changed Graphics to NVIDIA GeForce RTX 2060 SUPER 8GB (1470/7000MHz) .
OpenCL Change: GPU Compute Cores: 2176
RTX 2070 Changed Graphics to ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz) .
OpenCL Change: GPU Compute Cores: 2304
RTX 2070 SUPER Changed Graphics to NVIDIA GeForce RTX 2070 SUPER 8GB (1605/7000MHz) .
OpenCL Change: GPU Compute Cores: 2560
RTX 2080 Changed Graphics to Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz) .
OpenCL Change: GPU Compute Cores: 2944
RTX 2080 SUPER Changed Graphics to NVIDIA GeForce RTX 2080 SUPER 8GB (1650/7750MHz) .
OpenCL Change: GPU Compute Cores: 3072
RTX 2080 Ti Changed Graphics to NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz) .
OpenCL Change: GPU Compute Cores: 4352
TITAN RTX Changed Graphics to NVIDIA TITAN RTX 24GB (555/810MHz) .
OpenCL Change: GPU Compute Cores: 4608
RTX 3060 Ti Changed Graphics to NVIDIA GeForce RTX 3060 Ti 8GB (1665/7000MHz) .
OpenCL Change: GPU Compute Cores: 4864
RTX 3080 Changed Graphics to NVIDIA GeForce RTX 3080 10GB (1710/9501MHz) .
OpenCL Change: GPU Compute Cores: 8704
NVIDIA Compute Comparison OpenBenchmarking.org Phoronix Test Suite 10.8.3 AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads) ASUS ROG CROSSHAIR VIII HERO (WI-FI) (2311 BIOS) AMD Starship/Matisse 16GB 2000GB Corsair Force MP600 + 2000GB NVIDIA GeForce GTX 1060 6GB (1506/4006MHz) eVGA NVIDIA GeForce GTX 1660 SUPER 6GB (1530/7000MHz) eVGA NVIDIA GeForce GTX 1660 Ti 6GB (1500/6000MHz) NVIDIA GeForce RTX 2060 6GB (1365/7000MHz) NVIDIA GeForce RTX 2060 SUPER 8GB (1470/7000MHz) ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz) NVIDIA GeForce RTX 2070 SUPER 8GB (1605/7000MHz) 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 TITAN RTX 24GB (555/810MHz) NVIDIA GeForce RTX 3060 Ti 8GB (1665/7000MHz) NVIDIA GeForce RTX 3080 10GB (1710/9501MHz) NVIDIA GP106 HD Audio NVIDIA TU116 HD Audio NVIDIA TU106 HD Audio NVIDIA TU104 HD Audio NVIDIA TU102 HD Audio NVIDIA Device 228b NVIDIA Device 1aef ASUS MG28U Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 Ubuntu 20.04 5.4.0-54-generic (x86_64) GNOME Shell 3.36.4 X Server 1.20.8 NVIDIA 455.45.01 4.6.0 OpenCL 1.2 CUDA 11.1.114 1.2.142 GCC 9.3.0 ext4 3840x2160 Processor Motherboard Chipset Memory Disk Graphics Audios Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL OpenCL Vulkan Compiler File-System Screen Resolution NVIDIA Compute Comparison Benchmarks System Logs - --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 - Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0xa201009 - GTX 1060: GPU Compute Cores: 1280 - GTX 1660 SUPER: GPU Compute Cores: 1408 - GTX 1660 Ti: GPU Compute Cores: 1536 - 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 2.7.18 + Python 3.8.5 - 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
GTX 1060 GTX 1660 SUPER GTX 1660 Ti 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 Logarithmic Result Overview Phoronix Test Suite 10.8.3 OctaneBench clpeak RedShift Demo Geekbench LuxCoreRender OpenCL LeelaChessZero IndigoBench VkFFT PlaidML RealSR-NCNN ArrayFire FAHBench Waifu2x-NCNN Vulkan Blender
GTX 1060 GTX 1660 SUPER GTX 1660 Ti 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 Per Watt Result Overview Phoronix Test Suite 10.8.3 100% 151% 202% 253% clpeak Geekbench PlaidML LeelaChessZero OctaneBench LuxCoreRender OpenCL VkFFT IndigoBench FAHBench P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M
NVIDIA Compute Comparison vkfft: plaidml: No - Inference - Mobilenet - OpenCL plaidml: No - Inference - DenseNet 201 - OpenCL plaidml: No - Inference - IMDB LSTM - OpenCL plaidml: Yes - Inference - Mobilenet - OpenCL clpeak: Single-Precision Float clpeak: Double-Precision Double clpeak: Integer Compute INT indigobench: OpenCL GPU - Supercar indigobench: OpenCL GPU - Bedroom luxcorerender-cl: LuxCore Benchmark luxcorerender-cl: DLSC luxcorerender-cl: Rainbow Colors and Prism luxcorerender-cl: Food lczero: OpenCL fahbench: octanebench: Total Score geekbench: GPU NVIDIA CUDA geekbench: GPU Vulkan geekbench: GPU OpenCL arrayfire: Conjugate Gradient OpenCL waifu2x-ncnn: 2x - 3 - Yes redshift: blender: BMW27 - NVIDIA OptiX blender: Classroom - NVIDIA OptiX blender: Fishy Cat - NVIDIA OptiX blender: Pabellon Barcelona - NVIDIA OptiX blender: Barbershop - NVIDIA OptiX realsr-ncnn: 4x - Yes realsr-ncnn: 4x - No GTX 1060 GTX 1660 SUPER GTX 1660 Ti 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 12788 778.99 78.97 226.15 982.70 4095.43 150.15 1226.28 10.282 3.547 1.45 1.73 5.34 0.63 5925 101.2902 80.90751 33671 37844 36798 5.023 9.251 1064 170.15 548.35 344.25 973.87 144.628 20.128 18450 1075.07 99.49 296.82 1371.10 4543.04 170.63 4308.23 15.241 4.662 2.20 2.60 5.54 1.05 7324 136.0813 131.856678 66387 60351 64680 2.670 7.060 764 78.26 270.19 165.55 476.55 2593.95 120.907 17.214 17097 985.97 93.61 299.07 1351.92 4448.17 173.67 4443.72 14.304 4.360 1.96 2.37 4.7641667 0.99 7051 129.4973 124.737161 67003 59063 64871 3.228 7.243 833 83.09 281.98 168.18 489.37 2732.32 123.848 17.733 20883 1282.52 124.27 389.45 1696.45 5480.01 229.29 5248.43 18.252 5.534 2.76 3.31 7.83 1.17 10249 180.9695 192.598086 83535 72689 80712 2.671 5.792 479 37.35 149.31 68.22 210.22 1783.16 86.602 12.936 24975 1509.02 137.81 416.15 1952.07 6758.49 245.51 6753.79 21.666 6.865 3.26 3.96 10.45 1.17 11284 189.0783 225.408822 90572 75750 87076 2.198 5.553 402 33.87 154.25 63.22 209.05 1877.55 80.587 12.377 26600 1580.07 148.07 447.06 2008.99 7203.49 267.76 7134.16 23.430 7.394 3.51 4.19 10.98 1.27 12723 205.4939 242.725356 99664 85125 93805 2.094 5.211 373 31.96 147.16 58.17 198.24 1803.97 74.806 11.537 27682 1707.65 148.55 498.24 2297.00 8537.01 306.51 8494.99 24.490 7.677 3.57 4.29 9.86 1.78 14332 227.7661 258.472071 110450 96082 105899 2.076 4.769 352 26.41 90.51 48.84 135.34 1002.41 63.754 10.206 28564 1714.00 150.94 544.72 2340.01 9117.91 343.49 9509.30 24.825 7.711 3.48 4.20 8.95 1.79 15758 242.5543 259.162993 121856 98487 114773 2.094 4.582 342 29.53 87.26 45.98 135.02 974.80 60.095 9.611 30720 1831.76 159.34 587.72 2480.88 10190.43 373.04 10455.18 25.478 7.884 3.61 4.34 9.03 1.88 17915 257.4767 265.149965 128277 108359 124272 1.917 4.368 325 26.39 82.60 43.57 130.28 917.27 54.783 9.031 37384 2405.89 211.01 747.50 3227.21 13338.39 516.53 13253.58 33.190 10.913 4.60 5.65 12.08 2.11 23269 300.8935 349.412708 167858 132489 152583 1.678 3.835 247 19.83 73.91 33.09 104.80 902.94 44.725 7.743 36933 2394.82 208.22 718.51 3284.45 13604.68 498.14 13266.22 31.757 10.588 4.42 5.46 12.13 1.99 21084 270.6805 350.662499 155867 128003 151148 1.756 4.124 256 21.26 82.31 35.12 114.00 1002.97 45.553 8.009 32065 1875.83 177.04 686.66 2439.19 16012.88 302.82 8290.91 33.520 11.394 5.79 7.13 16.84 2.80 22842 234.5598 378.713033 136797 112321 132421 2.094 4.236 240 18.06 55.95 37.24 86.20 581.54 52.468 8.633 49631 2995.56 243.50 975.56 3725.40 28088.78 514.40 14574.47 43.589 16.595 7.26 9.29 20.82 3.54 28389 306.7671 537.242047 208331 158724 197267 1.627 3.519 172 14.96 41.29 22.73 59.14 458.51 35.720 6.576 OpenBenchmarking.org