GPU Compute AMD Ryzen 9 3950X 16-Core testing with a ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS) and NVIDIA GeForce GTX 1060 6GB on Ubuntu 20.04 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2009080-FI-GPUCOMPUT34&grt&rdt .
GPU Compute Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL OpenCL Vulkan Compiler File-System Screen Resolution TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads) ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS) AMD Starship/Matisse 16GB 2000GB Corsair Force MP600 NVIDIA TITAN RTX 24GB (420/405MHz) NVIDIA TU102 HD Audio DELL P2415Q Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 Ubuntu 20.04 5.4.0-45-generic (x86_64) GNOME Shell 3.36.4 X Server 1.20.8 NVIDIA 450.66 4.6.0 OpenCL 1.2 CUDA 11.0.228 1.2.133 GCC 9.3.0 + CUDA 11.0 ext4 3840x2160 Zotac NVIDIA GeForce GTX 1070 Ti 8GB (1607/4006MHz) NVIDIA GP104 HD Audio eVGA NVIDIA GeForce GTX 970 4GB (1163/3505MHz) NVIDIA GM204 HD Audio eVGA NVIDIA GeForce GTX 1660 SUPER 6GB (1530/7000MHz) NVIDIA TU116 HD Audio NVIDIA GeForce GTX 980 4GB (1126/3505MHz) NVIDIA GM204 HD Audio NVIDIA GeForce GTX 1070 8GB (1506/4006MHz) NVIDIA GP104 HD Audio NVIDIA GeForce GTX 1080 8GB (1607/5005MHz) NVIDIA GeForce GTX 980 Ti 6GB (999/3505MHz) NVIDIA GM200 HD Audio NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz) NVIDIA TU102 HD Audio NVIDIA GeForce GTX 1060 6GB (1506/4006MHz) NVIDIA GP106 HD Audio 5.4.0-47-generic (x86_64) 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,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 performance - CPU Microcode: 0x8701013 OpenCL Details - TITAN RTX: GPU Compute Cores: 4608 - GTX 1070 Ti: GPU Compute Cores: 2432 - GTX 970: GPU Compute Cores: 1664 - GTX 1660 SUPER: GPU Compute Cores: 1408 - GTX 980: GPU Compute Cores: 2048 - GTX 1070: GPU Compute Cores: 1920 - GTX 1080: GPU Compute Cores: 2560 - GTX 980 Ti: GPU Compute Cores: 2816 - RTX 2080 Ti: GPU Compute Cores: 4352 - GTX 1060: GPU Compute Cores: 1280 Python Details - Python 3.8.2 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 STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected
GPU Compute arrayfire: BLAS OpenCL arrayfire: Conjugate Gradient OpenCL cl-mem: Read cl-mem: Write cl-mem: Copy clpeak: Global Memory Bandwidth clpeak: Single-Precision Float clpeak: Double-Precision Double clpeak: Integer Compute INT darktable: Boat - OpenCL darktable: Masskrug - OpenCL darktable: Server Room - OpenCL darktable: Server Rack - OpenCL daphne: OpenCL - Euclidean Cluster daphne: OpenCL - NDT Mapping daphne: OpenCL - Points2Image daphne: NVIDIA CUDA - Euclidean Cluster daphne: NVIDIA CUDA - NDT Mapping daphne: NVIDIA CUDA - Points2Image fahbench: financebench: Black-Scholes OpenCL financebench: Monte-Carlo OpenCL gromacs-gpu: Water Benchmark lczero: OpenCL luxcorerender-cl: LuxCore Benchmark luxcorerender-cl: DLSC luxcorerender-cl: Rainbow Colors and Prism luxcorerender-cl: Food mandelgpu: GPU mixbench: OpenCL - Single Precision mixbench: OpenCL - Double Precision mixbench: OpenCL - Integer mixbench: NVIDIA CUDA - Single Precision mixbench: NVIDIA CUDA - Double Precision mixbench: NVIDIA CUDA - Half Precision mixbench: NVIDIA CUDA - Integer namd-cuda: ATPase Simulation - 327,506 Atoms neatbench: GPU octanebench: Total Score plaidml: Yes - Inference - Mobilenet - OpenCL plaidml: No - Training - Mobilenet - OpenCL plaidml: No - Inference - Mobilenet - OpenCL plaidml: No - Inference - Inception V3 - OpenCL plaidml: No - Inference - DenseNet 201 - OpenCL plaidml: No - Inference - IMDB LSTM - OpenCL plaidml: No - Inference - VGG16 - OpenCL plaidml: No - Inference - VGG19 - OpenCL rodinia: OpenCL Myocyte rodinia: OpenCL Particle Filter rodinia: NVIDIA CUDA GPU Myocyte viennacl: OpenCL LU Factorization TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 5040.58 1.666 567.7 491.7 322.7 530.79 14178.85 548.26 13783.93 1.491 2.792 0.767 0.103 2279.14 343.61 12538.245787081 1434.17 590.63 29401.514070221 292.1593 5.701 277.232121 7.117 22424 4.99 5.98 12.73 2.23 480798376.6 15032.47 454.37 16979.99 15103.61 413.66 32084.79 14426.11 0.19195 48.1 324.546769 2856.83 198.37 2544.67 355.85 227.30 775.69 248.79 196.63 35.767 4.250 40.373 76.6410 4304.76 3.814 206.2 198.2 184.1 198.18 6788.40 242.70 2076.45 2.741 2.998 1.166 0.117 2223.78 349.12 13281.767629419 1204.77 137.1393 7.298 754.284012 4.259 9947 2.24 2.55 5.38 0.98 194875210.8 7018.90 241.99 2157.31 6647.94 240.92 121.42 1887.61 0.22300 141.667655 1485.78 99.64 1070.90 159.43 108.23 331.84 116.89 92.87 42.081 7.791 47.722 69.1838 2457.73 5.400 144.6 136.3 125.9 144.56 3874.98 137.48 1145.14 4.311 4.610 2.862 0.163 1928.88 324.70 11485.504137045 979.33 90.8460 14.196 841.188581 2.995 5163 1.46 1.73 4.81 0.67 113624502.0 4141.79 137.20 1215.75 0.36071 15.4 96.200864 910.91 73.25 716.82 97.83 73.89 203.08 64.53 51.14 48.920 13.185 56.498 60.1979 1765.01 2.642 296.6 240.7 240.2 276.35 4440.23 172.49 4280.55 2.607 3.030 1.082 0.104 2175.96 320.97 13933.273948165 1466.24 563.13 29306.127505907 135.6073 15.271 594.438004 4.629 7366 2.26 2.63 5.61 1.09 200846066.4 5462.59 144.30 5432.40 5440.74 144.14 10862.90 4866.61 0.23177 135.657134 1380.68 111.39 1080.11 135.31 100.51 298.77 86.61 68.81 34.127 11.482 39.905 68.1532 2826.16 4.904 165.3 159.1 145.0 165.29 4472.77 159.72 1306.51 3.764 4.543 2.730 0.162 1976.41 333.52 11735.841485298 1019.04 102.3668 12.101 749.288002 3.271 6265 1.63 1.93 5.11 0.78 121139566.8 4683.96 159.33 1389.90 0.33566 17.3 110.814321 1053.49 80.47 810.50 109.50 82.21 228.46 72.21 56.60 50.553 11.774 59.474 61.9362 2905.88 4.077 206.2 199.5 183.3 197.20 6093.02 223.60 1695.79 2.709 2.974 1.112 0.117 2243.10 345.44 13045.857394351 1231.44 139.4974 8.968 697.546291 4.052 9750 2.12 2.46 6.62 0.92 184077179.7 6476.92 224.82 2019.08 6174.80 225.05 113.32 1764.63 0.24022 21.5 132.839354 1392.46 103.79 1052.64 151.71 108.46 314.83 99.88 79.12 38.003 8.205 42.955 66.2068 5091.86 3.387 229.6 225.6 207.4 223.14 8218.62 298.46 2430.55 2.546 2.974 1.095 0.111 2345.38 348.29 13141.729462390 1218.56 151.5679 6.981 921.684152 4.634 12662 2.13 2.45 4.23 0.99 231826397.8 8520.97 296.66 2655.58 8182.72 296.09 149.35 2326.09 0.22426 24.6 148.472009 1665.72 99.82 1154.13 190.14 112.28 398.82 131.34 103.83 37.998 6.457 43.197 70.6880 2438.97 3.622 266.0 245.9 217.8 264.74 5512.89 197.23 1612.52 3.017 3.227 1.398 0.164 1908.81 339.21 11829.864624498 976.75 115.7753 9.596 660.548249 3.857 8283 2.00 2.36 6.59 0.92 148357386.1 5844.90 197.44 1711.03 0.29138 143.521432 1290.48 89.28 1029.36 138.33 99.84 267.88 90.74 71.18 55.174 10.071 64.758 64.5358 4836.62 1.677 545.7 449.5 324.0 506.90 13536.25 522.22 13629.37 1.492 2.755 0.759 0.100 2268.23 350.37 13045.030923941 1436.62 606.75 28816.817836895 290.7249 6.020 319.914127 7.136 21839 4.75 5.67 12.33 2.23 448915216.6 16061.09 436.81 16323.94 14734.03 409.46 31492.24 14103.79 0.19082 310.814399 2751.85 187.73 2406.16 353.54 212.11 753.75 237.29 187.92 35.235 4.414 40.352 75.7871 2856.38 5.000 154.4 148.1 138.5 147.66 4110.71 150.68 1275.12 3.517 3.169 1.301 0.124 2076.48 333.47 11766.291826127 1253.43 102.2683 13.340 894.084865 3.181 5933 1.53 1.78 5.41 0.65 130290433.8 4355.28 150.48 1354.14 4167.41 151.63 75.77 1187.72 0.30957 91.732906 987.07 83.52 775.73 108.56 79.13 227.23 71.78 56.62 38.114 12.002 42.703 61.6530 OpenBenchmarking.org
ArrayFire Test: BLAS OpenCL OpenBenchmarking.org GFLOPS, More Is Better ArrayFire 3.7 Test: BLAS OpenCL TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 1100 2200 3300 4400 5500 SE +/- 17.72, N = 4 SE +/- 1.17, N = 4 SE +/- 1.45, N = 4 SE +/- 3.01, N = 4 SE +/- 10.36, N = 4 SE +/- 4.04, N = 4 SE +/- 10.96, N = 4 SE +/- 8.83, N = 4 SE +/- 13.92, N = 4 SE +/- 2.50, N = 4 5040.58 4304.76 2457.73 1765.01 2826.16 2905.88 5091.86 2438.97 4836.62 2856.38 1. (CXX) g++ options: -rdynamic
ArrayFire Test: BLAS OpenCL OpenBenchmarking.org GFLOPS Per Watt, More Is Better ArrayFire 3.7 Test: BLAS OpenCL TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 10 20 30 40 50 25.46 21.06 20.83 21.34 30.22 42.76 15.39 26.01 36.90
ArrayFire GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better ArrayFire 3.7 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 50 100 150 200 250 Min: 25.28 / Avg: 198.01 / Max: 278.02 Min: 43.78 / Avg: 116.71 / Max: 150.09 Min: 12.35 / Avg: 84.75 / Max: 108.52 Min: 44.36 / Avg: 132.4 / Max: 175.21 Min: 31.01 / Avg: 96.16 / Max: 143.15 Min: 34.56 / Avg: 119.09 / Max: 169.63 Min: 70.07 / Avg: 158.45 / Max: 207.51 Min: 8.24 / Avg: 185.97 / Max: 264.3 Min: 24.01 / Avg: 77.41 / Max: 102.38
ArrayFire GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better ArrayFire 3.7 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 15 30 45 60 75 Min: 47 / Avg: 59.36 / Max: 67 Min: 39 / Avg: 45.5 / Max: 50 Min: 39 / Avg: 53.58 / Max: 61 Min: 48 / Avg: 57.72 / Max: 62 Min: 51 / Avg: 64.28 / Max: 73 Min: 47 / Avg: 57.3 / Max: 64 Min: 47 / Avg: 59.51 / Max: 67 Min: 60 / Avg: 71.63 / Max: 79 Min: 46 / Avg: 58.03 / Max: 65 Min: 41 / Avg: 51.23 / Max: 58
ArrayFire Test: Conjugate Gradient OpenCL OpenBenchmarking.org ms, Fewer Is Better ArrayFire 3.7 Test: Conjugate Gradient OpenCL TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 1.215 2.43 3.645 4.86 6.075 SE +/- 0.001, N = 10 SE +/- 0.001, N = 10 SE +/- 0.002, N = 9 SE +/- 0.001, N = 10 SE +/- 0.002, N = 10 SE +/- 0.004, N = 10 SE +/- 0.002, N = 10 SE +/- 0.006, N = 10 SE +/- 0.005, N = 10 SE +/- 0.003, N = 10 1.666 3.814 5.400 2.642 4.904 4.077 3.387 3.622 1.677 5.000 1. (CXX) g++ options: -rdynamic
ArrayFire GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better ArrayFire 3.7 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 30 60 90 120 150 Min: 28.35 / Avg: 94.15 / Max: 182.06 Min: 44.07 / Avg: 70.13 / Max: 111.84 Min: 12.96 / Avg: 51.78 / Max: 99.21 Min: 45.13 / Avg: 79.99 / Max: 125.42 Min: 31.75 / Avg: 63.05 / Max: 106.44 Min: 35.88 / Avg: 71.08 / Max: 114.34 Min: 69.99 / Avg: 106.37 / Max: 154.68 Min: 9.06 / Avg: 86.68 / Max: 181.59 Min: 24.41 / Avg: 48.03 / Max: 83.69
ArrayFire GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better ArrayFire 3.7 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 14 28 42 56 70 Min: 53 / Avg: 55.85 / Max: 60 Min: 42 / Avg: 43.29 / Max: 45 Min: 45 / Avg: 47.64 / Max: 51 Min: 43 / Avg: 50.39 / Max: 58 Min: 58 / Avg: 62.29 / Max: 66 Min: 54 / Avg: 56.91 / Max: 59 Min: 56 / Avg: 58.69 / Max: 62 Min: 65 / Avg: 68.04 / Max: 72 Min: 53 / Avg: 55.13 / Max: 59 Min: 48 / Avg: 50.14 / Max: 54
cl-mem Benchmark: Read OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Read TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 120 240 360 480 600 SE +/- 0.13, N = 9 SE +/- 0.03, N = 6 SE +/- 0.02, N = 4 SE +/- 0.07, N = 7 SE +/- 0.08, N = 5 SE +/- 0.03, N = 6 SE +/- 0.08, N = 6 SE +/- 0.17, N = 6 SE +/- 0.13, N = 8 SE +/- 0.02, N = 5 567.7 206.2 144.6 296.6 165.3 206.2 229.6 266.0 545.7 154.4 1. (CC) gcc options: -O2 -flto -lOpenCL
cl-mem Benchmark: Read OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Read TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 1.2555 2.511 3.7665 5.022 6.2775 5.58 2.03 4.45 2.27 3.01 3.10 2.30 5.33 2.98
cl-mem GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better cl-mem 2017-01-13 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 30 60 90 120 150 Min: 24.41 / Avg: 101.82 / Max: 176.14 Min: 46.01 / Avg: 71.14 / Max: 88.97 Min: 11.46 / Avg: 66.65 / Max: 106.04 Min: 15.68 / Avg: 72.69 / Max: 100.06 Min: 8.06 / Avg: 68.47 / Max: 88.51 Min: 7.73 / Avg: 74.08 / Max: 97.87 Min: 69.85 / Avg: 115.43 / Max: 146.67 Min: 6.34 / Avg: 102.41 / Max: 177.98 Min: 6.43 / Avg: 51.86 / Max: 65.6
cl-mem GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better cl-mem 2017-01-13 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 14 28 42 56 70 Min: 38 / Avg: 43.98 / Max: 49 Min: 37 / Avg: 40.67 / Max: 43 Min: 40 / Avg: 42.95 / Max: 45 Min: 45 / Avg: 51.63 / Max: 58 Min: 49 / Avg: 54.56 / Max: 58 Min: 46 / Avg: 50.74 / Max: 54 Min: 47 / Avg: 51.85 / Max: 55 Min: 65 / Avg: 68 / Max: 71 Min: 38 / Avg: 43.54 / Max: 48 Min: 37 / Avg: 43.07 / Max: 46
cl-mem Benchmark: Write OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Write TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 110 220 330 440 550 SE +/- 0.97, N = 9 SE +/- 0.03, N = 6 SE +/- 0.15, N = 4 SE +/- 0.36, N = 7 SE +/- 0.20, N = 5 SE +/- 0.03, N = 6 SE +/- 0.09, N = 6 SE +/- 0.14, N = 6 SE +/- 0.21, N = 8 SE +/- 0.02, N = 5 491.7 198.2 136.3 240.7 159.1 199.5 225.6 245.9 449.5 148.1 1. (CC) gcc options: -O2 -flto -lOpenCL
cl-mem Benchmark: Write OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Write TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 1.053 2.106 3.159 4.212 5.265 4.68 1.84 3.63 1.93 2.83 2.94 2.27 4.52 2.76
cl-mem GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better cl-mem 2017-01-13 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 30 60 90 120 150 Min: 24.62 / Avg: 105.03 / Max: 180.29 Min: 55.46 / Avg: 74.13 / Max: 89.07 Min: 11.14 / Avg: 66.31 / Max: 103.06 Min: 60.93 / Avg: 82.47 / Max: 100.64 Min: 31.42 / Avg: 70.62 / Max: 89.23 Min: 35.2 / Avg: 76.67 / Max: 98.18 Min: 18.49 / Avg: 108.54 / Max: 146.76 Min: 6.92 / Avg: 99.36 / Max: 179.45 Min: 24.31 / Avg: 53.67 / Max: 65.12
cl-mem GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better cl-mem 2017-01-13 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 14 28 42 56 70 Min: 42 / Avg: 47.1 / Max: 51 Min: 40 / Avg: 42.17 / Max: 43 Min: 43 / Avg: 44.75 / Max: 46 Min: 43 / Avg: 51.57 / Max: 57 Min: 57 / Avg: 58.76 / Max: 61 Min: 52 / Avg: 54.31 / Max: 56 Min: 54 / Avg: 55.48 / Max: 57 Min: 66 / Avg: 68.88 / Max: 71 Min: 42 / Avg: 46.55 / Max: 50 Min: 43 / Avg: 46 / Max: 48
cl-mem Benchmark: Copy OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Copy TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 70 140 210 280 350 SE +/- 0.08, N = 9 SE +/- 0.03, N = 6 SE +/- 0.02, N = 4 SE +/- 0.05, N = 7 SE +/- 0.02, N = 5 SE +/- 0.02, N = 6 SE +/- 0.02, N = 6 SE +/- 0.07, N = 6 SE +/- 0.10, N = 8 SE +/- 0.02, N = 5 322.7 184.1 125.9 240.2 145.0 183.3 207.4 217.8 324.0 138.5 1. (CC) gcc options: -O2 -flto -lOpenCL
cl-mem Benchmark: Copy OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Copy TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 0.8235 1.647 2.4705 3.294 4.1175 2.97 1.73 3.66 2.18 2.58 2.74 1.92 3.39 2.69
cl-mem GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better cl-mem 2017-01-13 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 30 60 90 120 150 Min: 24.83 / Avg: 108.7 / Max: 182.31 Min: 21.96 / Avg: 72.7 / Max: 89.36 Min: 11.35 / Avg: 65.62 / Max: 103.9 Min: 16.07 / Avg: 66.51 / Max: 100.73 Min: 31.52 / Avg: 71.15 / Max: 89.67 Min: 40.62 / Avg: 75.69 / Max: 96.37 Min: 70.04 / Avg: 113.39 / Max: 145.08 Min: 6.91 / Avg: 95.45 / Max: 179.38 Min: 6.63 / Avg: 51.44 / Max: 65.21
cl-mem GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better cl-mem 2017-01-13 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 14 28 42 56 70 Min: 44 / Avg: 48.5 / Max: 52 Min: 40 / Avg: 42.57 / Max: 44 Min: 43 / Avg: 44.94 / Max: 46 Min: 43 / Avg: 51.52 / Max: 57 Min: 54 / Avg: 57.67 / Max: 60 Min: 54 / Avg: 55.55 / Max: 57 Min: 55 / Avg: 56.15 / Max: 57 Min: 69 / Avg: 70.14 / Max: 71 Min: 44 / Avg: 47.91 / Max: 51 Min: 41 / Avg: 45.85 / Max: 48
clpeak OpenCL Test: Global Memory Bandwidth OpenBenchmarking.org GBPS, More Is Better clpeak OpenCL Test: Global Memory Bandwidth TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 110 220 330 440 550 SE +/- 0.05, N = 13 SE +/- 0.01, N = 11 SE +/- 0.02, N = 12 SE +/- 0.16, N = 12 SE +/- 0.01, N = 13 SE +/- 0.04, N = 11 SE +/- 0.11, N = 15 SE +/- 0.13, N = 15 SE +/- 0.46, N = 12 SE +/- 0.04, N = 10 530.79 198.18 144.56 276.35 165.29 197.20 223.14 264.74 506.90 147.66 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak OpenCL Test: Global Memory Bandwidth OpenBenchmarking.org GBPS Per Watt, More Is Better clpeak OpenCL Test: Global Memory Bandwidth TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 2 4 6 8 10 6.85 2.33 6.43 2.39 3.41 3.59 2.63 6.23 3.40
clpeak GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 40 80 120 160 200 Min: 26.18 / Avg: 77.48 / Max: 220.21 Min: 43.97 / Avg: 61.98 / Max: 96 Min: 11.71 / Avg: 42.96 / Max: 108.2 Min: 44.85 / Avg: 69.05 / Max: 109.81 Min: 33.24 / Avg: 57.83 / Max: 93.93 Min: 34.9 / Avg: 62.12 / Max: 105.28 Min: 69.04 / Avg: 100.57 / Max: 161.89 Min: 8.04 / Avg: 81.32 / Max: 221.57 Min: 24.21 / Avg: 43.45 / Max: 69.63
clpeak GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better clpeak GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 13 26 39 52 65 Min: 49 / Avg: 50.95 / Max: 55 Min: 41 / Avg: 41.44 / Max: 42 Min: 41 / Avg: 43.25 / Max: 45 Min: 44 / Avg: 51.16 / Max: 60 Min: 56 / Avg: 57.33 / Max: 60 Min: 52 / Avg: 53.45 / Max: 55 Min: 52 / Avg: 52.55 / Max: 53 Min: 61 / Avg: 63.08 / Max: 65 Min: 49 / Avg: 51.02 / Max: 55 Min: 44 / Avg: 46.18 / Max: 48
clpeak OpenCL Test: Single-Precision Float OpenBenchmarking.org GFLOPS, More Is Better clpeak OpenCL Test: Single-Precision Float TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 3K 6K 9K 12K 15K SE +/- 206.22, N = 15 SE +/- 3.15, N = 13 SE +/- 48.39, N = 15 SE +/- 43.47, N = 15 SE +/- 36.45, N = 13 SE +/- 112.12, N = 15 SE +/- 104.59, N = 15 SE +/- 62.62, N = 15 SE +/- 177.79, N = 15 SE +/- 76.28, N = 15 14178.85 6788.40 3874.98 4440.23 4472.77 6093.02 8218.62 5512.89 13536.25 4110.71 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak OpenCL Test: Single-Precision Float OpenBenchmarking.org GFLOPS Per Watt, More Is Better clpeak OpenCL Test: Single-Precision Float TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 40 80 120 160 200 154.83 62.20 119.96 60.52 122.80 141.08 56.52 169.42 108.23
clpeak GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 40 80 120 160 200 Min: 25.37 / Avg: 91.58 / Max: 238.89 Min: 43.88 / Avg: 62.3 / Max: 110.68 Min: 11.55 / Avg: 37.01 / Max: 87.25 Min: 44.46 / Avg: 73.9 / Max: 130.16 Min: 31.27 / Avg: 49.62 / Max: 104.99 Min: 34.74 / Avg: 58.25 / Max: 128.43 Min: 69.23 / Avg: 97.54 / Max: 163.18 Min: 7.42 / Avg: 79.9 / Max: 222.45 Min: 24.22 / Avg: 37.98 / Max: 72.74
clpeak GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better clpeak GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 13 26 39 52 65 Min: 47 / Avg: 49.86 / Max: 55 Min: 40 / Avg: 40.9 / Max: 43 Min: 42 / Avg: 43.68 / Max: 49 Min: 44 / Avg: 50.88 / Max: 59 Min: 54 / Avg: 56.65 / Max: 61 Min: 50 / Avg: 51.35 / Max: 54 Min: 50 / Avg: 51.89 / Max: 54 Min: 62 / Avg: 64.64 / Max: 67 Min: 46 / Avg: 49.5 / Max: 54 Min: 43 / Avg: 44.68 / Max: 46
clpeak OpenCL Test: Double-Precision Double OpenBenchmarking.org GFLOPS, More Is Better clpeak OpenCL Test: Double-Precision Double TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 120 240 360 480 600 SE +/- 1.32, N = 3 SE +/- 0.06, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.38, N = 4 SE +/- 0.60, N = 3 SE +/- 0.11, N = 3 SE +/- 1.30, N = 3 SE +/- 0.23, N = 3 548.26 242.70 137.48 172.49 159.72 223.60 298.46 197.23 522.22 150.68 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak OpenCL Test: Double-Precision Double OpenBenchmarking.org GFLOPS Per Watt, More Is Better clpeak OpenCL Test: Double-Precision Double TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 0.9428 1.8856 2.8284 3.7712 4.714 3.98 1.80 3.07 1.78 3.44 3.80 1.68 4.19 3.17
clpeak GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 30 60 90 120 150 Min: 25.14 / Avg: 137.68 / Max: 152.18 Min: 43.97 / Avg: 76.45 / Max: 83.14 Min: 11.51 / Avg: 56.17 / Max: 64.43 Min: 44.75 / Avg: 89.73 / Max: 96.18 Min: 31.08 / Avg: 65.01 / Max: 74.02 Min: 35.4 / Avg: 78.46 / Max: 87.16 Min: 69.51 / Avg: 117.71 / Max: 125.8 Min: 7.74 / Avg: 124.66 / Max: 137.37 Min: 24.22 / Avg: 47.58 / Max: 52.52
clpeak GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better clpeak GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 14 28 42 56 70 Min: 46 / Avg: 55.06 / Max: 59 Min: 39 / Avg: 42.21 / Max: 44 Min: 42 / Avg: 47.54 / Max: 50 Min: 45 / Avg: 51.82 / Max: 56 Min: 56 / Avg: 61.46 / Max: 64 Min: 50 / Avg: 53.28 / Max: 56 Min: 52 / Avg: 55.73 / Max: 59 Min: 65 / Avg: 69.66 / Max: 72 Min: 45 / Avg: 54.02 / Max: 58 Min: 44 / Avg: 46.02 / Max: 48
clpeak OpenCL Test: Integer Compute INT OpenBenchmarking.org GIOPS, More Is Better clpeak OpenCL Test: Integer Compute INT TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 3K 6K 9K 12K 15K SE +/- 169.21, N = 15 SE +/- 0.30, N = 10 SE +/- 8.78, N = 10 SE +/- 6.44, N = 12 SE +/- 1.81, N = 8 SE +/- 6.03, N = 12 SE +/- 7.00, N = 10 SE +/- 8.22, N = 9 SE +/- 23.37, N = 12 SE +/- 10.83, N = 15 13783.93 2076.45 1145.14 4280.55 1306.51 1695.79 2430.55 1612.52 13629.37 1275.12 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak OpenCL Test: Integer Compute INT OpenBenchmarking.org GIOPS Per Watt, More Is Better clpeak OpenCL Test: Integer Compute INT TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 30 60 90 120 150 131.83 12.09 97.06 11.17 25.67 26.36 10.68 150.19 20.82
clpeak GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 50 100 150 200 250 Min: 26.07 / Avg: 104.56 / Max: 286.49 Min: 44.26 / Avg: 94.73 / Max: 174.42 Min: 11.31 / Avg: 44.1 / Max: 128.36 Min: 44.74 / Avg: 116.93 / Max: 183.29 Min: 30.97 / Avg: 66.06 / Max: 137.9 Min: 35.4 / Avg: 92.2 / Max: 182.88 Min: 69.22 / Avg: 150.96 / Max: 249.82 Min: 7.45 / Avg: 90.75 / Max: 256.14 Min: 24.11 / Avg: 61.24 / Max: 122.79
clpeak GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better clpeak GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 15 30 45 60 75 Min: 51 / Avg: 53.8 / Max: 59 Min: 40 / Avg: 45.6 / Max: 51 Min: 42 / Avg: 50.88 / Max: 61 Min: 44 / Avg: 49.84 / Max: 61 Min: 57 / Avg: 65.57 / Max: 72 Min: 50 / Avg: 53.94 / Max: 59 Min: 53 / Avg: 58.72 / Max: 63 Min: 66 / Avg: 73.28 / Max: 79 Min: 50 / Avg: 52.72 / Max: 58 Min: 43 / Avg: 49.61 / Max: 55
Darktable GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darktable GPU Power Consumption Monitor TITAN RTX 40 80 120 160 200 Min: 24.51 / Avg: 72.14 / Max: 236.96
Darktable GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darktable GPU Temperature Monitor TITAN RTX 10 20 30 40 50 Min: 40 / Avg: 42.66 / Max: 48
Darktable GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darktable GPU Power Consumption Monitor TITAN RTX 20 40 60 80 100 Min: 24.52 / Avg: 56.98 / Max: 89.35
Darktable GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darktable GPU Temperature Monitor TITAN RTX 9 18 27 36 45 Min: 41 / Avg: 42.09 / Max: 43
Darktable GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darktable GPU Power Consumption Monitor TITAN RTX 30 60 90 120 150 Min: 24.59 / Avg: 62.16 / Max: 145.89
Darktable GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darktable GPU Temperature Monitor TITAN RTX 9 18 27 36 45 Min: 40 / Avg: 41.68 / Max: 43
Darktable GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darktable GPU Power Consumption Monitor TITAN RTX 12 24 36 48 60 Min: 24.5 / Avg: 39.6 / Max: 59.07
Darktable GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darktable GPU Temperature Monitor TITAN RTX 9 18 27 36 45 Min: 39 / Avg: 39.79 / Max: 41
Darktable Test: Boat - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.0.1 Test: Boat - Acceleration: OpenCL TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 0.97 1.94 2.91 3.88 4.85 SE +/- 0.008, N = 9 SE +/- 0.012, N = 8 SE +/- 0.014, N = 7 SE +/- 0.010, N = 9 SE +/- 0.014, N = 8 SE +/- 0.009, N = 9 SE +/- 0.006, N = 9 SE +/- 0.013, N = 8 SE +/- 0.007, N = 10 SE +/- 0.012, N = 8 1.491 2.741 4.311 2.607 3.764 2.709 2.546 3.017 1.492 3.517
Darktable Test: Masskrug - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.0.1 Test: Masskrug - Acceleration: OpenCL TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 1.0373 2.0746 3.1119 4.1492 5.1865 SE +/- 0.011, N = 8 SE +/- 0.016, N = 8 SE +/- 0.022, N = 7 SE +/- 0.011, N = 8 SE +/- 0.023, N = 7 SE +/- 0.008, N = 8 SE +/- 0.011, N = 8 SE +/- 0.012, N = 8 SE +/- 0.009, N = 9 SE +/- 0.009, N = 8 2.792 2.998 4.610 3.030 4.543 2.974 2.974 3.227 2.755 3.169
Darktable Test: Server Room - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.0.1 Test: Server Room - Acceleration: OpenCL TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 0.644 1.288 1.932 2.576 3.22 SE +/- 0.002, N = 11 SE +/- 0.001, N = 10 SE +/- 0.017, N = 8 SE +/- 0.002, N = 10 SE +/- 0.004, N = 8 SE +/- 0.004, N = 10 SE +/- 0.003, N = 10 SE +/- 0.002, N = 10 SE +/- 0.002, N = 11 SE +/- 0.002, N = 10 0.767 1.166 2.862 1.082 2.730 1.112 1.095 1.398 0.759 1.301
Darktable Test: Server Rack - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.0.1 Test: Server Rack - Acceleration: OpenCL TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 0.0369 0.0738 0.1107 0.1476 0.1845 SE +/- 0.000, N = 13 SE +/- 0.000, N = 13 SE +/- 0.001, N = 15 SE +/- 0.000, N = 13 SE +/- 0.001, N = 13 SE +/- 0.001, N = 15 SE +/- 0.001, N = 13 SE +/- 0.001, N = 15 SE +/- 0.001, N = 13 SE +/- 0.001, N = 13 0.103 0.117 0.163 0.104 0.162 0.117 0.111 0.164 0.100 0.124
Darktable GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darktable 3.0.1 GPU Temperature Monitor GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 13 26 39 52 65 Min: 38 / Avg: 39.82 / Max: 42 Min: 35 / Avg: 40.64 / Max: 47 Min: 43 / Avg: 50.51 / Max: 62 Min: 44 / Avg: 50.29 / Max: 56 Min: 41 / Avg: 48.87 / Max: 53 Min: 45 / Avg: 49.77 / Max: 54 Min: 54 / Avg: 60.59 / Max: 67 Min: 40 / Avg: 42.68 / Max: 48 Min: 37 / Avg: 42.15 / Max: 47
Darktable GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darktable 3.0.1 GPU Temperature Monitor GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 13 26 39 52 65 Min: 39 / Avg: 39.97 / Max: 41 Min: 40 / Avg: 41.38 / Max: 44 Min: 42 / Avg: 47.91 / Max: 53 Min: 52 / Avg: 53 / Max: 54 Min: 50 / Avg: 50.63 / Max: 53 Min: 51 / Avg: 51.98 / Max: 53 Min: 65 / Avg: 65.31 / Max: 67 Min: 41 / Avg: 42.02 / Max: 43 Min: 41 / Avg: 42.5 / Max: 45
Darktable GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darktable 3.0.1 GPU Temperature Monitor GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 13 26 39 52 65 Min: 39 / Avg: 39.59 / Max: 41 Min: 39 / Avg: 40.7 / Max: 44 Min: 46 / Avg: 51.77 / Max: 59 Min: 51 / Avg: 52.71 / Max: 55 Min: 48 / Avg: 49.5 / Max: 51 Min: 49 / Avg: 50.58 / Max: 52 Min: 63 / Avg: 64.9 / Max: 67 Min: 40 / Avg: 41.51 / Max: 44 Min: 39 / Avg: 41.59 / Max: 44
Darktable GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darktable 3.0.1 GPU Temperature Monitor GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 13 26 39 52 65 Min: 39 / Avg: 39 / Max: 39 Min: 39 / Avg: 40.31 / Max: 41 Min: 45 / Avg: 46.93 / Max: 49 Min: 52 / Avg: 52.97 / Max: 53 Min: 48 / Avg: 48.62 / Max: 50 Min: 50 / Avg: 50.98 / Max: 51 Min: 65 / Avg: 65.4 / Max: 66 Min: 38 / Avg: 39.59 / Max: 41 Min: 40 / Avg: 40.47 / Max: 42
Darktable GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darktable 3.0.1 GPU Power Consumption Monitor GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 50 100 150 200 250 Min: 44.34 / Avg: 72.21 / Max: 123.13 Min: 11.4 / Avg: 52.33 / Max: 120.94 Min: 45.32 / Avg: 79.86 / Max: 136.67 Min: 30.5 / Avg: 62.84 / Max: 139.44 Min: 34.13 / Avg: 68.52 / Max: 178.06 Min: 68.12 / Avg: 106.32 / Max: 173.73 Min: 7.03 / Avg: 73.59 / Max: 252.25 Min: 23.64 / Avg: 47.39 / Max: 86.2
Darktable GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darktable 3.0.1 GPU Power Consumption Monitor GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 30 60 90 120 150 Min: 45.62 / Avg: 56.87 / Max: 110.95 Min: 11.19 / Avg: 34.69 / Max: 100.93 Min: 45.81 / Avg: 60.2 / Max: 84.15 Min: 31.07 / Avg: 48.77 / Max: 98.98 Min: 35.4 / Avg: 49.74 / Max: 52.36 Min: 70.82 / Avg: 89.07 / Max: 157.34 Min: 6.19 / Avg: 49.36 / Max: 75.5 Min: 23.82 / Avg: 36.3 / Max: 87.2
Darktable GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darktable 3.0.1 GPU Power Consumption Monitor GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 30 60 90 120 150 Min: 43.59 / Avg: 59.17 / Max: 118.8 Min: 11.53 / Avg: 36.71 / Max: 115.51 Min: 46 / Avg: 67.18 / Max: 135.29 Min: 30.65 / Avg: 49.91 / Max: 120.58 Min: 34.81 / Avg: 57.33 / Max: 146.32 Min: 70.53 / Avg: 89.26 / Max: 158.71 Min: 6.38 / Avg: 54.08 / Max: 139.42 Min: 23.73 / Avg: 37.31 / Max: 109.65
Darktable GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darktable 3.0.1 GPU Power Consumption Monitor GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 20 40 60 80 100 Min: 44.92 / Avg: 54.55 / Max: 61.76 Min: 11.31 / Avg: 22.96 / Max: 45.06 Min: 45.9 / Avg: 59.46 / Max: 70.15 Min: 30.97 / Avg: 41.25 / Max: 53.45 Min: 34.81 / Avg: 50.45 / Max: 53.48 Min: 70.33 / Avg: 85.24 / Max: 97.98 Min: 6.57 / Avg: 30.59 / Max: 58.21 Min: 23.72 / Avg: 30.58 / Max: 34.44
Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: Euclidean Cluster OpenBenchmarking.org Test Cases Per Minute, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: Euclidean Cluster TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 500 1000 1500 2000 2500 SE +/- 9.59, N = 5 SE +/- 0.67, N = 5 SE +/- 1.83, N = 4 SE +/- 3.67, N = 5 SE +/- 2.91, N = 5 SE +/- 7.62, N = 5 SE +/- 5.86, N = 5 SE +/- 5.50, N = 4 SE +/- 5.93, N = 5 SE +/- 3.33, N = 5 2279.14 2223.78 1928.88 2175.96 1976.41 2243.10 2345.38 1908.81 2268.23 2076.48 1. (CXX) g++ options: -O3 -m64 -std=c++11 -lcudadevrt -lcudart_static -lrt -lpthread -ldl
Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: Euclidean Cluster OpenBenchmarking.org Test Cases Per Minute Per Watt, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: Euclidean Cluster TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 12 24 36 48 60 28.96 29.64 51.35 26.69 41.02 39.70 20.15 31.67 50.12
Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 20 40 60 80 100 Min: 27.16 / Avg: 78.7 / Max: 111.99 Min: 44.26 / Avg: 65.07 / Max: 78.42 Min: 11.43 / Avg: 42.37 / Max: 57.5 Min: 45.62 / Avg: 74.06 / Max: 87.06 Min: 32.1 / Avg: 54.68 / Max: 72.41 Min: 35.98 / Avg: 59.08 / Max: 83.22 Min: 69.37 / Avg: 94.74 / Max: 107.03 Min: 10.33 / Avg: 71.62 / Max: 104.75 Min: 24.98 / Avg: 41.43 / Max: 58.11
Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 14 28 42 56 70 Min: 51 / Avg: 53.75 / Max: 56 Min: 43 / Avg: 45.71 / Max: 49 Min: 47 / Avg: 50.89 / Max: 54 Min: 43 / Avg: 48.41 / Max: 54 Min: 62 / Avg: 64.45 / Max: 68 Min: 57 / Avg: 61.94 / Max: 67 Min: 59 / Avg: 63.45 / Max: 71 Min: 65 / Avg: 67.3 / Max: 70 Min: 56 / Avg: 61.06 / Max: 66 Min: 49 / Avg: 52.26 / Max: 57
Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: NDT Mapping OpenBenchmarking.org Test Cases Per Minute, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: NDT Mapping TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 80 160 240 320 400 SE +/- 1.41, N = 3 SE +/- 2.01, N = 3 SE +/- 0.82, N = 3 SE +/- 2.54, N = 3 SE +/- 0.61, N = 3 SE +/- 2.24, N = 3 SE +/- 1.38, N = 3 SE +/- 2.08, N = 3 SE +/- 0.87, N = 3 SE +/- 0.67, N = 3 343.61 349.12 324.70 320.97 333.52 345.44 348.29 339.21 350.37 333.47 1. (CXX) g++ options: -O3 -m64 -std=c++11 -lcudadevrt -lcudart_static -lrt -lpthread -ldl
Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: NDT Mapping OpenBenchmarking.org Test Cases Per Minute Per Watt, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: NDT Mapping TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 3 6 9 12 15 5.52 5.77 7.81 5.29 7.33 7.18 3.93 6.35 9.71
Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 20 40 60 80 100 Min: 25.75 / Avg: 62.23 / Max: 95 Min: 43.88 / Avg: 56.26 / Max: 72.18 Min: 11.65 / Avg: 41.1 / Max: 70.35 Min: 44.55 / Avg: 62.99 / Max: 77.86 Min: 31.42 / Avg: 47.11 / Max: 92.11 Min: 35.25 / Avg: 48.48 / Max: 108.89 Min: 69.18 / Avg: 86.35 / Max: 105.98 Min: 8.56 / Avg: 55.21 / Max: 92 Min: 26.82 / Avg: 34.33 / Max: 73.99
Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 13 26 39 52 65 Min: 47 / Avg: 48.3 / Max: 50 Min: 40 / Avg: 41.16 / Max: 42 Min: 41 / Avg: 43.57 / Max: 46 Min: 47 / Avg: 51.21 / Max: 57 Min: 55 / Avg: 57.08 / Max: 60 Min: 50 / Avg: 53.07 / Max: 56 Min: 51 / Avg: 53.76 / Max: 57 Min: 62 / Avg: 62.86 / Max: 64 Min: 49 / Avg: 51.08 / Max: 54 Min: 42 / Avg: 44 / Max: 47
Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: Points2Image OpenBenchmarking.org Test Cases Per Minute, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: Points2Image TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 3K 6K 9K 12K 15K SE +/- 36.56, N = 3 SE +/- 112.38, N = 3 SE +/- 123.30, N = 3 SE +/- 16.13, N = 3 SE +/- 75.04, N = 3 SE +/- 180.15, N = 3 SE +/- 90.00, N = 3 SE +/- 62.20, N = 3 SE +/- 70.09, N = 3 SE +/- 136.54, N = 3 12538.25 13281.77 11485.50 13933.27 11735.84 13045.86 13141.73 11829.86 13045.03 11766.29 1. (CXX) g++ options: -O3 -m64 -std=c++11 -lcudadevrt -lcudart_static -lrt -lpthread -ldl
Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: Points2Image OpenBenchmarking.org Test Cases Per Minute Per Watt, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: Points2Image TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 90 180 270 360 450 220.84 256.73 406.63 251.61 371.80 337.43 168.61 254.74 438.08
Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 14 28 42 56 70 Min: 24.75 / Avg: 56.77 / Max: 59.49 Min: 44.52 / Avg: 44.74 / Max: 46.49 Min: 11.73 / Avg: 34.27 / Max: 37.07 Min: 44.26 / Avg: 46.64 / Max: 49.26 Min: 30.6 / Avg: 35.09 / Max: 47.47 Min: 33.04 / Avg: 38.95 / Max: 41.44 Min: 69 / Avg: 70.16 / Max: 71.96 Min: 7.05 / Avg: 51.21 / Max: 53.04 Min: 23.82 / Avg: 26.86 / Max: 34.45
Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 12 24 36 48 60 Min: 42 / Avg: 43.8 / Max: 45 Min: 39 / Avg: 39.98 / Max: 40 Min: 37 / Avg: 38.23 / Max: 41 Min: 45 / Avg: 51.43 / Max: 55 Min: 48 / Avg: 49.59 / Max: 54 Min: 44 / Avg: 46.05 / Max: 51 Min: 46 / Avg: 47.06 / Max: 51 Min: 58 / Avg: 59.28 / Max: 62 Min: 43 / Avg: 44.85 / Max: 47 Min: 37 / Avg: 38.62 / Max: 43
Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: Euclidean Cluster OpenBenchmarking.org Test Cases Per Minute, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: Euclidean Cluster TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 300 600 900 1200 1500 SE +/- 2.28, N = 4 SE +/- 7.67, N = 3 SE +/- 2.99, N = 3 SE +/- 0.96, N = 4 SE +/- 1.10, N = 3 SE +/- 4.73, N = 3 SE +/- 2.36, N = 3 SE +/- 15.93, N = 3 SE +/- 0.89, N = 4 SE +/- 8.38, N = 3 1434.17 1204.77 979.33 1466.24 1019.04 1231.44 1218.56 976.75 1436.62 1253.43 1. (CXX) g++ options: -O3 -m64 -std=c++11 -lcudadevrt -lcudart_static -lrt -lpthread -ldl
Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: Euclidean Cluster OpenBenchmarking.org Test Cases Per Minute Per Watt, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: Euclidean Cluster TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 8 16 24 32 40 17.04 27.45 33.75 27.34 26.98 25.10 18.15 19.02 35.54
Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 20 40 60 80 100 Min: 24.61 / Avg: 84.17 / Max: 99.41 Min: 15.5 / Avg: 35.67 / Max: 44.63 Min: 11.38 / Avg: 43.44 / Max: 53.21 Min: 15.58 / Avg: 37.28 / Max: 46.3 Min: 7.96 / Avg: 45.64 / Max: 59.14 Min: 7.39 / Avg: 48.54 / Max: 61.78 Min: 16.39 / Avg: 53.83 / Max: 70.38 Min: 6.42 / Avg: 75.55 / Max: 90.64 Min: 6.24 / Avg: 35.26 / Max: 51.06
Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 11 22 33 44 55 Min: 41 / Avg: 44.62 / Max: 47 Min: 38 / Avg: 39.52 / Max: 40 Min: 34 / Avg: 35.73 / Max: 37 Min: 46 / Avg: 51.54 / Max: 56 Min: 44 / Avg: 45.91 / Max: 47 Min: 42 / Avg: 45.77 / Max: 48 Min: 43 / Avg: 46.51 / Max: 48 Min: 55 / Avg: 56.85 / Max: 58 Min: 41 / Avg: 44.89 / Max: 47 Min: 35 / Avg: 39.07 / Max: 41
Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: NDT Mapping OpenBenchmarking.org Test Cases Per Minute, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: NDT Mapping TITAN RTX GTX 1660 SUPER RTX 2080 Ti 130 260 390 520 650 SE +/- 5.64, N = 3 SE +/- 4.39, N = 3 SE +/- 2.73, N = 3 590.63 563.13 606.75 1. (CXX) g++ options: -O3 -m64 -std=c++11 -lcudadevrt -lcudart_static -lrt -lpthread -ldl
Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: NDT Mapping OpenBenchmarking.org Test Cases Per Minute Per Watt, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: NDT Mapping TITAN RTX GTX 1660 SUPER RTX 2080 Ti 4 8 12 16 20 10.03 14.54 11.99
Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER RTX 2080 Ti 15 30 45 60 75 Min: 24.53 / Avg: 58.9 / Max: 81.22 Min: 11.36 / Avg: 38.73 / Max: 56.22 Min: 7.33 / Avg: 50.62 / Max: 70.46
Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor TITAN RTX GTX 1660 SUPER RTX 2080 Ti 11 22 33 44 55 Min: 42 / Avg: 43.01 / Max: 44 Min: 44 / Avg: 51.04 / Max: 55 Min: 42 / Avg: 43.1 / Max: 44
Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: Points2Image OpenBenchmarking.org Test Cases Per Minute, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: Points2Image TITAN RTX GTX 1660 SUPER RTX 2080 Ti 6K 12K 18K 24K 30K SE +/- 203.08, N = 3 SE +/- 284.42, N = 3 SE +/- 496.68, N = 3 29401.51 29306.13 28816.82 1. (CXX) g++ options: -O3 -m64 -std=c++11 -lcudadevrt -lcudart_static -lrt -lpthread -ldl
Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: Points2Image OpenBenchmarking.org Test Cases Per Minute Per Watt, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: Points2Image TITAN RTX GTX 1660 SUPER RTX 2080 Ti 200 400 600 800 1000 519.29 852.82 565.26
Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER RTX 2080 Ti 12 24 36 48 60 Min: 24.55 / Avg: 56.62 / Max: 58.96 Min: 11.47 / Avg: 34.36 / Max: 37.47 Min: 6.49 / Avg: 50.98 / Max: 52.86
Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor TITAN RTX GTX 1660 SUPER RTX 2080 Ti 11 22 33 44 55 Min: 41 / Avg: 41.96 / Max: 42 Min: 47 / Avg: 51.86 / Max: 55 Min: 41 / Avg: 41.96 / Max: 42
FAHBench OpenBenchmarking.org Ns Per Day, More Is Better FAHBench 2.3.2 TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 60 120 180 240 300 SE +/- 0.85, N = 3 SE +/- 0.06, N = 3 SE +/- 0.03, N = 3 SE +/- 0.17, N = 3 SE +/- 0.15, N = 3 SE +/- 0.46, N = 3 SE +/- 0.41, N = 3 SE +/- 0.33, N = 3 SE +/- 1.17, N = 3 SE +/- 0.16, N = 3 292.16 137.14 90.85 135.61 102.37 139.50 151.57 115.78 290.72 102.27
FAHBench OpenBenchmarking.org Ns Per Day Per Watt, More Is Better FAHBench 2.3.2 TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 0.45 0.9 1.35 1.8 2.25 1.92 1.00 1.77 1.00 1.65 1.65 0.93 2.00 1.61
FAHBench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better FAHBench 2.3.2 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 40 80 120 160 200 Min: 24.02 / Avg: 152.31 / Max: 226.66 Min: 18.2 / Avg: 91.1 / Max: 125.71 Min: 10.68 / Avg: 76.69 / Max: 110.71 Min: 15.1 / Avg: 102.08 / Max: 145.34 Min: 6.84 / Avg: 84.35 / Max: 125.45 Min: 6.47 / Avg: 91.91 / Max: 137.12 Min: 15.41 / Avg: 124.61 / Max: 168.18 Min: 5.74 / Avg: 145.49 / Max: 222.84 Min: 23.06 / Avg: 63.62 / Max: 94.9
FAHBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better FAHBench 2.3.2 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 15 30 45 60 75 Min: 35 / Avg: 53.68 / Max: 68 Min: 32 / Avg: 43.03 / Max: 48 Min: 33 / Avg: 47.52 / Max: 58 Min: 33 / Avg: 53.73 / Max: 64 Min: 31 / Avg: 55.85 / Max: 71 Min: 29 / Avg: 51.59 / Max: 66 Min: 28 / Avg: 52.65 / Max: 67 Min: 30 / Avg: 60.68 / Max: 76 Min: 29 / Avg: 49.77 / Max: 65 Min: 33 / Avg: 48.12 / Max: 59
FinanceBench Benchmark: Black-Scholes OpenCL OpenBenchmarking.org ms, Fewer Is Better FinanceBench 2016-06-06 Benchmark: Black-Scholes OpenCL TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 4 8 12 16 20 SE +/- 0.002, N = 15 SE +/- 0.003, N = 15 SE +/- 0.003, N = 15 SE +/- 0.001, N = 14 SE +/- 0.023, N = 15 SE +/- 0.209, N = 15 SE +/- 0.003, N = 15 SE +/- 0.156, N = 15 SE +/- 0.002, N = 14 SE +/- 0.317, N = 15 5.701 7.298 14.196 15.271 12.101 8.968 6.981 9.596 6.020 13.340 1. (CXX) g++ options: -O3 -lOpenCL
FinanceBench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better FinanceBench 2016-06-06 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 16 32 48 64 80 Min: 24.7 / Avg: 38.84 / Max: 59.62 Min: 43.88 / Avg: 46.25 / Max: 48.4 Min: 11.38 / Avg: 21.68 / Max: 35 Min: 44.36 / Avg: 47.75 / Max: 49.96 Min: 30.74 / Avg: 38.09 / Max: 44.91 Min: 34.48 / Avg: 37.96 / Max: 41.35 Min: 69.22 / Avg: 77.38 / Max: 86.25 Min: 6.58 / Avg: 29.78 / Max: 53.12 Min: 24.02 / Avg: 28.54 / Max: 34.93
FinanceBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better FinanceBench 2016-06-06 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 13 26 39 52 65 Min: 41 / Avg: 42.67 / Max: 44 Min: 39 / Avg: 39.94 / Max: 41 Min: 39 / Avg: 39.35 / Max: 40 Min: 45 / Avg: 46.81 / Max: 49 Min: 50 / Avg: 51.97 / Max: 54 Min: 43 / Avg: 48.67 / Max: 50 Min: 46 / Avg: 47.39 / Max: 50 Min: 59 / Avg: 61.76 / Max: 66 Min: 42 / Avg: 43.96 / Max: 46 Min: 40 / Avg: 42.76 / Max: 46
FinanceBench Benchmark: Monte-Carlo OpenCL OpenBenchmarking.org ms, Fewer Is Better FinanceBench 2016-06-06 Benchmark: Monte-Carlo OpenCL TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 200 400 600 800 1000 SE +/- 1.20, N = 8 SE +/- 0.22, N = 8 SE +/- 1.03, N = 7 SE +/- 0.49, N = 8 SE +/- 0.37, N = 8 SE +/- 0.41, N = 7 SE +/- 0.48, N = 7 SE +/- 0.29, N = 8 SE +/- 0.60, N = 8 SE +/- 0.45, N = 7 277.23 754.28 841.19 594.44 749.29 697.55 921.68 660.55 319.91 894.08 1. (CXX) g++ options: -O3 -lOpenCL
FinanceBench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better FinanceBench 2016-06-06 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 30 60 90 120 150 Min: 24.56 / Avg: 46.77 / Max: 123.75 Min: 43.49 / Avg: 55.39 / Max: 78.12 Min: 11.34 / Avg: 28.76 / Max: 79.87 Min: 18.68 / Avg: 58.61 / Max: 83.96 Min: 29.92 / Avg: 47.64 / Max: 77.86 Min: 32.71 / Avg: 51.52 / Max: 78.69 Min: 20.5 / Avg: 83.22 / Max: 125.44 Min: 6.48 / Avg: 39.06 / Max: 161.21 Min: 23.25 / Avg: 35.32 / Max: 58.2
FinanceBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better FinanceBench 2016-06-06 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 12 24 36 48 60 Min: 40 / Avg: 41.53 / Max: 44 Min: 39 / Avg: 39.08 / Max: 40 Min: 38 / Avg: 40.25 / Max: 41 Min: 46 / Avg: 50.08 / Max: 55 Min: 49 / Avg: 51.2 / Max: 53 Min: 45 / Avg: 46.95 / Max: 48 Min: 44 / Avg: 46.77 / Max: 48 Min: 57 / Avg: 59.51 / Max: 61 Min: 40 / Avg: 41.32 / Max: 44 Min: 39 / Avg: 41.26 / Max: 43
GPU Power Consumption Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Watts GPU Power Consumption Monitor Phoronix Test Suite System Monitoring TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 60 120 180 240 300 Min: 24.02 / Avg: 126.58 / Max: 312.98 Min: 15.21 / Avg: 95.21 / Max: 176.52 Min: 10.68 / Avg: 67.65 / Max: 128.36 Min: 15.1 / Avg: 102.77 / Max: 192.38 Min: 6.84 / Avg: 82.21 / Max: 159.92 Min: 6.47 / Avg: 92.36 / Max: 196.24 Min: 15.33 / Avg: 131.28 / Max: 252.57 Min: 5.74 / Avg: 124.11 / Max: 273.84 Min: 6.24 / Avg: 64.43 / Max: 128.04
GPU Temperature Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Celsius GPU Temperature Monitor Phoronix Test Suite System Monitoring TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 16 32 48 64 80 Min: 35 / Avg: 55.61 / Max: 78 Min: 32 / Avg: 45.46 / Max: 58 Min: 33 / Avg: 52.58 / Max: 74 Min: 33 / Avg: 55.48 / Max: 68 Min: 31 / Avg: 65.22 / Max: 80 Min: 29 / Avg: 59.81 / Max: 78 Min: 28 / Avg: 61.17 / Max: 83 Min: 30 / Avg: 70.66 / Max: 85 Min: 29 / Avg: 56.11 / Max: 78 Min: 32 / Avg: 52.77 / Max: 69
GROMACS Water Benchmark OpenBenchmarking.org Ns Per Day, More Is Better GROMACS 2020.3 Water Benchmark TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 2 4 6 8 10 SE +/- 0.005, N = 3 SE +/- 0.002, N = 3 SE +/- 0.003, N = 3 SE +/- 0.007, N = 3 SE +/- 0.003, N = 3 SE +/- 0.003, N = 3 SE +/- 0.004, N = 3 SE +/- 0.003, N = 3 SE +/- 0.020, N = 2 SE +/- 0.003, N = 3 7.117 4.259 2.995 4.629 3.271 4.052 4.634 3.857 7.136 3.181 1. (CXX) g++ options: -O3 -lpthread -ldl -lrt -lm
GROMACS Water Benchmark OpenBenchmarking.org Ns Per Day Per Watt, More Is Better GROMACS 2020.3 Water Benchmark TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 0.0113 0.0226 0.0339 0.0452 0.0565 0.04 0.02 0.05 0.02 0.03 0.03 0.02 0.04 0.03
GROMACS GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better GROMACS 2020.3 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 50 100 150 200 250 Min: 28.41 / Avg: 183.67 / Max: 253.4 Min: 15.58 / Avg: 133.87 / Max: 150.55 Min: 12.53 / Avg: 98.59 / Max: 118.2 Min: 16.25 / Avg: 145.8 / Max: 167.92 Min: 9.17 / Avg: 127.84 / Max: 159.92 Min: 8.59 / Avg: 143.08 / Max: 188.71 Min: 16.97 / Avg: 173.38 / Max: 199.81 Min: 8.18 / Avg: 177.36 / Max: 245.82 Min: 6.82 / Avg: 101.45 / Max: 119.47
GROMACS GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better GROMACS 2020.3 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 16 32 48 64 80 Min: 56 / Avg: 66.11 / Max: 70 Min: 41 / Avg: 49.96 / Max: 52 Min: 42 / Avg: 62.85 / Max: 66 Min: 44 / Avg: 62.14 / Max: 66 Min: 58 / Avg: 77.51 / Max: 80 Min: 55 / Avg: 69.53 / Max: 73 Min: 56 / Avg: 71.05 / Max: 75 Min: 65 / Avg: 79.63 / Max: 82 Min: 53 / Avg: 65.1 / Max: 70 Min: 47 / Avg: 62.97 / Max: 66
LeelaChessZero Backend: OpenCL OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.26 Backend: OpenCL TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 5K 10K 15K 20K 25K SE +/- 20.50, N = 3 SE +/- 36.50, N = 3 SE +/- 54.30, N = 3 SE +/- 43.89, N = 3 SE +/- 85.75, N = 3 SE +/- 57.21, N = 3 SE +/- 28.99, N = 3 SE +/- 55.16, N = 3 SE +/- 28.32, N = 3 22424 9947 5163 7366 6265 9750 12662 8283 21839 5933 1. (CXX) g++ options: -flto -pthread
LeelaChessZero Backend: OpenCL OpenBenchmarking.org Nodes Per Second Per Watt, More Is Better LeelaChessZero 0.26 Backend: OpenCL TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 20 40 60 80 100 92.25 34.48 61.68 38.04 68.72 73.86 39.09 90.17 53.83
LeelaChessZero GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LeelaChessZero 0.26 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 50 100 150 200 250 Min: 29.44 / Avg: 243.07 / Max: 285.71 Min: 44.63 / Avg: 149.76 / Max: 166.9 Min: 13.18 / Avg: 119.43 / Max: 127.66 Min: 46.2 / Avg: 164.7 / Max: 179.3 Min: 32.1 / Avg: 141.88 / Max: 158.33 Min: 38.49 / Avg: 171.42 / Max: 192.49 Min: 71.99 / Avg: 211.88 / Max: 234.37 Min: 8.08 / Avg: 242.19 / Max: 270.23 Min: 24.89 / Avg: 110.21 / Max: 121.15
LeelaChessZero GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LeelaChessZero 0.26 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 16 32 48 64 80 Min: 51 / Avg: 73.94 / Max: 77 Min: 42 / Avg: 54.96 / Max: 57 Min: 43 / Avg: 67.9 / Max: 71 Min: 44 / Avg: 66.63 / Max: 68 Min: 66 / Avg: 79.26 / Max: 80 Min: 62 / Avg: 76.77 / Max: 78 Min: 64 / Avg: 81.05 / Max: 83 Min: 70 / Avg: 81.97 / Max: 84 Min: 52 / Avg: 75.77 / Max: 78 Min: 55 / Avg: 67.85 / Max: 69
LuxCoreRender OpenCL Scene: LuxCore Benchmark OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: LuxCore Benchmark TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 1.1228 2.2456 3.3684 4.4912 5.614 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 12 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 4.99 2.24 1.46 2.26 1.63 2.12 2.13 2.00 4.75 1.53 MIN: 0.32 / MAX: 5.69 MIN: 0.27 / MAX: 2.52 MIN: 0.12 / MAX: 1.68 MIN: 0.27 / MAX: 2.54 MIN: 0.27 / MAX: 1.83 MIN: 0.27 / MAX: 2.4 MIN: 0.27 / MAX: 2.39 MIN: 0.27 / MAX: 2.27 MIN: 0.32 / MAX: 5.39 MIN: 0.23 / MAX: 1.72
LuxCoreRender OpenCL Scene: LuxCore Benchmark OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender OpenCL 2.3 Scene: LuxCore Benchmark TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 0.0068 0.0136 0.0204 0.0272 0.034 0.03 0.01 0.03 0.02 0.02 0.02 0.01 0.03 0.02
LuxCoreRender OpenCL GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 40 80 120 160 200 Min: 33.01 / Avg: 198.26 / Max: 230.17 Min: 15.58 / Avg: 97.91 / Max: 109.89 Min: 12.48 / Avg: 89.51 / Max: 102.26 Min: 16.55 / Avg: 107.24 / Max: 124.46 Min: 9.85 / Avg: 92.59 / Max: 107.45 Min: 8.89 / Avg: 98.17 / Max: 113.19 Min: 17.15 / Avg: 141.37 / Max: 157.39 Min: 9.89 / Avg: 188.03 / Max: 219.76 Min: 6.91 / Avg: 67.54 / Max: 78.07
LuxCoreRender OpenCL GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 15 30 45 60 75 Min: 62 / Avg: 69.84 / Max: 72 Min: 43 / Avg: 46.89 / Max: 48 Min: 45 / Avg: 52.7 / Max: 55 Min: 44 / Avg: 58.55 / Max: 62 Min: 64 / Avg: 68.43 / Max: 70 Min: 59 / Avg: 63.75 / Max: 66 Min: 60 / Avg: 63.57 / Max: 65 Min: 67 / Avg: 73.35 / Max: 77 Min: 62 / Avg: 69.64 / Max: 72 Min: 48 / Avg: 55.68 / Max: 58
LuxCoreRender OpenCL Scene: DLSC OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: DLSC TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 1.3455 2.691 4.0365 5.382 6.7275 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.04, N = 12 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 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 5.98 2.55 1.73 2.63 1.93 2.46 2.45 2.36 5.67 1.78 MIN: 4.3 / MAX: 6.07 MIN: 2.31 / MAX: 2.62 MIN: 0.43 / MAX: 1.81 MIN: 2.55 / MAX: 2.68 MIN: 1.74 / MAX: 1.98 MIN: 2.29 / MAX: 2.51 MIN: 2.29 / MAX: 2.5 MIN: 2.29 / MAX: 2.42 MIN: 5.22 / MAX: 5.74 MIN: 1.64 / MAX: 1.82
LuxCoreRender OpenCL Scene: DLSC OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender OpenCL 2.3 Scene: DLSC TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 0.0068 0.0136 0.0204 0.0272 0.034 0.03 0.02 0.03 0.02 0.02 0.02 0.02 0.03 0.02
LuxCoreRender OpenCL GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 40 80 120 160 200 Min: 30.73 / Avg: 218.61 / Max: 238.09 Min: 15.6 / Avg: 107.29 / Max: 115.08 Min: 11.59 / Avg: 95.71 / Max: 104.88 Min: 16.26 / Avg: 119.11 / Max: 130.86 Min: 9.08 / Avg: 100.66 / Max: 113.55 Min: 8.6 / Avg: 106.6 / Max: 119.21 Min: 16.97 / Avg: 151.53 / Max: 161.67 Min: 9.21 / Avg: 208.23 / Max: 228.17 Min: 6.82 / Avg: 72.94 / Max: 82.93
LuxCoreRender OpenCL GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 15 30 45 60 75 Min: 58 / Avg: 70.91 / Max: 74 Min: 41 / Avg: 47.28 / Max: 49 Min: 43 / Avg: 55.61 / Max: 58 Min: 43 / Avg: 60.26 / Max: 63 Min: 59 / Avg: 69.75 / Max: 73 Min: 56 / Avg: 64.88 / Max: 68 Min: 56 / Avg: 64.6 / Max: 68 Min: 65 / Avg: 75.49 / Max: 79 Min: 57 / Avg: 70.39 / Max: 73 Min: 47 / Avg: 56.85 / Max: 59
LuxCoreRender OpenCL Scene: Rainbow Colors and Prism OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: Rainbow Colors and Prism TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 3 6 9 12 15 SE +/- 0.18, N = 4 SE +/- 0.13, N = 12 SE +/- 0.10, N = 12 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 4 SE +/- 0.01, N = 3 12.73 5.38 4.81 5.61 5.11 6.62 4.23 6.59 12.33 5.41 MIN: 11.95 / MAX: 14 MIN: 1.63 / MAX: 5.69 MIN: 1.5 / MAX: 5.09 MIN: 5.07 / MAX: 5.86 MIN: 4.25 / MAX: 5.29 MIN: 5.17 / MAX: 6.91 MIN: 3.57 / MAX: 4.38 MIN: 5.89 / MAX: 6.88 MIN: 11.33 / MAX: 12.81 MIN: 4.66 / MAX: 5.64
LuxCoreRender OpenCL Scene: Rainbow Colors and Prism OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender OpenCL 2.3 Scene: Rainbow Colors and Prism TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 0.018 0.036 0.054 0.072 0.09 0.08 0.05 0.07 0.05 0.08 0.05 0.05 0.08 0.08
LuxCoreRender OpenCL GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 40 80 120 160 200 Min: 32.37 / Avg: 164.15 / Max: 211.46 Min: 15.79 / Avg: 93.88 / Max: 102.91 Min: 12.5 / Avg: 79.62 / Max: 92.09 Min: 16.36 / Avg: 105.32 / Max: 116.36 Min: 9.51 / Avg: 84.72 / Max: 98.6 Min: 8.94 / Avg: 84.06 / Max: 93.52 Min: 17.07 / Avg: 132.71 / Max: 150.31 Min: 11.02 / Avg: 152.05 / Max: 198.63 Min: 7.11 / Avg: 65.55 / Max: 74.79
LuxCoreRender OpenCL GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 14 28 42 56 70 Min: 61 / Avg: 65.44 / Max: 68 Min: 43 / Avg: 45.47 / Max: 46 Min: 45 / Avg: 51.41 / Max: 53 Min: 44 / Avg: 55.11 / Max: 58 Min: 62 / Avg: 67.14 / Max: 68 Min: 59 / Avg: 61.43 / Max: 62 Min: 59 / Avg: 60.23 / Max: 61 Min: 67 / Avg: 70.8 / Max: 72 Min: 61 / Avg: 65.13 / Max: 67 Min: 49 / Avg: 54.56 / Max: 56
LuxCoreRender OpenCL Scene: Food OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: Food TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 0.5018 1.0036 1.5054 2.0072 2.509 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 12 SE +/- 0.01, N = 3 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 2.23 0.98 0.67 1.09 0.78 0.92 0.99 0.92 2.23 0.65 MIN: 0.25 / MAX: 2.7 MIN: 0.24 / MAX: 1.14 MIN: 0.12 / MAX: 0.81 MIN: 0.25 / MAX: 1.26 MIN: 0.23 / MAX: 0.88 MIN: 0.23 / MAX: 1.06 MIN: 0.24 / MAX: 1.15 MIN: 0.23 / MAX: 1.06 MIN: 0.32 / MAX: 2.65 MIN: 0.22 / MAX: 0.74
LuxCoreRender OpenCL Scene: Food OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender OpenCL 2.3 Scene: Food TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 0.0023 0.0046 0.0069 0.0092 0.0115 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01
LuxCoreRender OpenCL GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 40 80 120 160 200 Min: 29.15 / Avg: 184.38 / Max: 215.68 Min: 15.58 / Avg: 90.48 / Max: 102.4 Min: 11.39 / Avg: 83.39 / Max: 96.86 Min: 16.35 / Avg: 103.4 / Max: 117.54 Min: 31.41 / Avg: 83.19 / Max: 96.02 Min: 8.06 / Avg: 90.12 / Max: 106.33 Min: 69.98 / Avg: 132.95 / Max: 146.73 Min: 8.82 / Avg: 171.77 / Max: 204.48 Min: 8.17 / Avg: 58.96 / Max: 71.04
LuxCoreRender OpenCL GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 14 28 42 56 70 Min: 56 / Avg: 66.77 / Max: 70 Min: 41 / Avg: 45.37 / Max: 47 Min: 42 / Avg: 51.41 / Max: 54 Min: 43 / Avg: 56.95 / Max: 60 Min: 60 / Avg: 67.08 / Max: 70 Min: 58 / Avg: 61.15 / Max: 63 Min: 53 / Avg: 60.67 / Max: 64 Min: 67 / Avg: 72.15 / Max: 75 Min: 55 / Avg: 66.31 / Max: 70 Min: 48 / Avg: 52.79 / Max: 55
MandelGPU OpenCL Device: GPU OpenBenchmarking.org Samples/sec, More Is Better MandelGPU 1.3pts1 OpenCL Device: GPU TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 100M 200M 300M 400M 500M SE +/- 2829613.77, N = 10 SE +/- 459096.61, N = 7 SE +/- 113731.50, N = 5 SE +/- 173522.04, N = 7 SE +/- 4075144.18, N = 15 SE +/- 327094.24, N = 7 SE +/- 528438.95, N = 8 SE +/- 353641.55, N = 6 SE +/- 2765042.11, N = 10 SE +/- 339240.54, N = 6 480798376.6 194875210.8 113624502.0 200846066.4 121139566.8 184077179.7 231826397.8 148357386.1 448915216.6 130290433.8 1. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL
MandelGPU OpenCL Device: GPU OpenBenchmarking.org Samples/sec Per Watt, More Is Better MandelGPU 1.3pts1 OpenCL Device: GPU TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 900K 1800K 2700K 3600K 4500K 3918310.99 1114599.86 2835520.58 1068896.98 2106550.52 2450550.94 1086192.87 4199725.88 1865313.24
MandelGPU GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better MandelGPU 1.3pts1 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 50 100 150 200 250 Min: 25.07 / Avg: 122.71 / Max: 281.34 Min: 44.65 / Avg: 101.94 / Max: 127.84 Min: 11.37 / Avg: 70.83 / Max: 115.9 Min: 45.04 / Avg: 113.33 / Max: 146.62 Min: 31.33 / Avg: 87.38 / Max: 126.34 Min: 34.87 / Avg: 94.6 / Max: 150.78 Min: 69.66 / Avg: 136.58 / Max: 171.65 Min: 6.9 / Avg: 106.89 / Max: 262.87 Min: 24.32 / Avg: 69.85 / Max: 93.11
MandelGPU GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better MandelGPU 1.3pts1 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 15 30 45 60 75 Min: 45 / Avg: 50.53 / Max: 57 Min: 41 / Avg: 44.84 / Max: 47 Min: 43 / Avg: 52.79 / Max: 58 Min: 43 / Avg: 53.48 / Max: 61 Min: 58 / Avg: 67.57 / Max: 72 Min: 52 / Avg: 59.08 / Max: 64 Min: 53 / Avg: 59.89 / Max: 65 Min: 68 / Avg: 73.57 / Max: 77 Min: 45 / Avg: 49.86 / Max: 56 Min: 45 / Avg: 50.48 / Max: 55
Meta Performance Per Watts Performance Per Watts OpenBenchmarking.org Performance Per Watts, More Is Better Meta Performance Per Watts Performance Per Watts TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 200 400 600 800 1000 962.08 223.07 497.00 249.04 348.12 406.50 327.28 1013.20 280.52
Mixbench Backend: OpenCL - Benchmark: Single Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Single Precision TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 3K 6K 9K 12K 15K SE +/- 619.26, N = 15 SE +/- 2.95, N = 12 SE +/- 0.70, N = 11 SE +/- 8.38, N = 13 SE +/- 23.81, N = 15 SE +/- 12.17, N = 15 SE +/- 11.17, N = 14 SE +/- 4.87, N = 13 SE +/- 66.33, N = 15 SE +/- 2.22, N = 13 15032.47 7018.90 4141.79 5462.59 4683.96 6476.92 8520.97 5844.90 16061.09 4355.28 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: OpenCL - Benchmark: Single Precision OpenBenchmarking.org GFLOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Single Precision TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 70 140 210 280 350 255.06 69.58 170.02 68.50 127.27 157.14 65.01 324.58 114.75
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 30 60 90 120 150 Min: 26.16 / Avg: 58.94 / Max: 110.18 Min: 43.97 / Avg: 59.53 / Max: 91.96 Min: 11.48 / Avg: 32.13 / Max: 59.86 Min: 45.62 / Avg: 68.38 / Max: 104.08 Min: 32.53 / Avg: 50.89 / Max: 90.12 Min: 35.98 / Avg: 54.22 / Max: 98.21 Min: 69.32 / Avg: 89.9 / Max: 133.71 Min: 7.67 / Avg: 49.48 / Max: 107.57 Min: 24.49 / Avg: 37.95 / Max: 67.08
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 14 28 42 56 70 Min: 49 / Avg: 52.13 / Max: 55 Min: 40 / Avg: 41.95 / Max: 44 Min: 43 / Avg: 46.17 / Max: 50 Min: 43 / Avg: 47.4 / Max: 53 Min: 59 / Avg: 63.85 / Max: 69 Min: 53 / Avg: 56.46 / Max: 60 Min: 55 / Avg: 58.05 / Max: 63 Min: 63 / Avg: 66.23 / Max: 70 Min: 48 / Avg: 51.05 / Max: 55 Min: 46 / Avg: 50.59 / Max: 55
Mixbench Backend: OpenCL - Benchmark: Double Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Double Precision TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 100 200 300 400 500 SE +/- 1.13, N = 14 SE +/- 0.08, N = 14 SE +/- 0.16, N = 13 SE +/- 0.22, N = 13 SE +/- 0.18, N = 13 SE +/- 0.06, N = 13 SE +/- 0.15, N = 14 SE +/- 0.12, N = 13 SE +/- 0.56, N = 15 SE +/- 0.23, N = 13 454.37 241.99 137.20 144.30 159.33 224.82 296.66 197.44 436.81 150.48 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: OpenCL - Benchmark: Double Precision OpenBenchmarking.org GFLOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Double Precision TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 3 6 9 12 15 8.25 2.28 4.51 2.35 4.50 5.59 2.20 9.72 4.03
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 30 60 90 120 150 Min: 25.19 / Avg: 55.07 / Max: 113.08 Min: 45.5 / Avg: 60.08 / Max: 90.61 Min: 11.6 / Avg: 32.03 / Max: 61.28 Min: 44.85 / Avg: 67.93 / Max: 99.36 Min: 39.25 / Avg: 49.97 / Max: 89.58 Min: 34.81 / Avg: 53.1 / Max: 100.47 Min: 69.03 / Avg: 89.59 / Max: 133.31 Min: 6.89 / Avg: 44.94 / Max: 100.82 Min: 24.22 / Avg: 37.34 / Max: 65.39
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 13 26 39 52 65 Min: 45 / Avg: 47.21 / Max: 49 Min: 39 / Avg: 39.85 / Max: 41 Min: 41 / Avg: 42.58 / Max: 46 Min: 48 / Avg: 52.35 / Max: 56 Min: 57 / Avg: 58.14 / Max: 62 Min: 52 / Avg: 52.48 / Max: 54 Min: 51 / Avg: 52.18 / Max: 53 Min: 61 / Avg: 62.32 / Max: 64 Min: 43 / Avg: 45.36 / Max: 47 Min: 44 / Avg: 45.66 / Max: 47
Mixbench Backend: OpenCL - Benchmark: Integer OpenBenchmarking.org GIOPS, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Integer TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 4K 8K 12K 16K 20K SE +/- 63.55, N = 15 SE +/- 0.83, N = 14 SE +/- 0.40, N = 13 SE +/- 7.30, N = 13 SE +/- 5.50, N = 15 SE +/- 0.96, N = 13 SE +/- 6.51, N = 15 SE +/- 1.27, N = 13 SE +/- 11.06, N = 14 SE +/- 2.70, N = 14 16979.99 2157.31 1215.75 5432.40 1389.90 2019.08 2655.58 1711.03 16323.94 1354.14 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: OpenCL - Benchmark: Integer OpenBenchmarking.org GIOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Integer TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 80 160 240 320 400 319.78 20.44 172.29 21.11 41.66 49.41 19.41 351.52 35.89
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 20 40 60 80 100 Min: 24.88 / Avg: 53.1 / Max: 112.58 Min: 43.68 / Avg: 59.49 / Max: 92.25 Min: 11.56 / Avg: 31.53 / Max: 61.07 Min: 44.46 / Avg: 65.83 / Max: 98.57 Min: 30.99 / Avg: 48.47 / Max: 88.96 Min: 34.96 / Avg: 53.75 / Max: 96.25 Min: 68.83 / Avg: 88.17 / Max: 131.51 Min: 6.53 / Avg: 46.44 / Max: 105.43 Min: 23.91 / Avg: 37.74 / Max: 67.69
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 12 24 36 48 60 Min: 43 / Avg: 43.89 / Max: 45 Min: 38 / Avg: 39.33 / Max: 40 Min: 39 / Avg: 41.37 / Max: 45 Min: 46 / Avg: 51.36 / Max: 56 Min: 54 / Avg: 55.99 / Max: 58 Min: 50 / Avg: 50.89 / Max: 52 Min: 51 / Avg: 52.02 / Max: 53 Min: 59 / Avg: 60.98 / Max: 63 Min: 41 / Avg: 42.55 / Max: 44 Min: 43 / Avg: 44.16 / Max: 45
Mixbench Backend: NVIDIA CUDA - Benchmark: Single Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Single Precision TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 3K 6K 9K 12K 15K SE +/- 595.40, N = 15 SE +/- 2.31, N = 11 SE +/- 0.25, N = 13 SE +/- 30.05, N = 15 SE +/- 3.04, N = 11 SE +/- 556.93, N = 15 SE +/- 1.19, N = 9 15103.61 6647.94 5440.74 6174.80 8182.72 14734.03 4167.41 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: NVIDIA CUDA - Benchmark: Single Precision OpenBenchmarking.org GFLOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Single Precision TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 70 140 210 280 350 321.81 163.52 119.71 144.40 311.45 106.43
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 20 40 60 80 100 Min: 24.62 / Avg: 46.93 / Max: 84.61 Min: 11.46 / Avg: 33.27 / Max: 65.08 Min: 31.06 / Avg: 51.58 / Max: 92.14 Min: 34.96 / Avg: 56.67 / Max: 86.62 Min: 6.44 / Avg: 47.31 / Max: 76.33 Min: 24.31 / Avg: 39.16 / Max: 62.02
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 11 22 33 44 55 Min: 42 / Avg: 42.69 / Max: 44 Min: 37 / Avg: 39.11 / Max: 40 Min: 48 / Avg: 52.19 / Max: 56 Min: 50 / Avg: 51.12 / Max: 52 Min: 51 / Avg: 52.02 / Max: 53 Min: 40 / Avg: 40.95 / Max: 42 Min: 43 / Avg: 44.31 / Max: 45
Mixbench Backend: NVIDIA CUDA - Benchmark: Double Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Double Precision TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 90 180 270 360 450 SE +/- 15.67, N = 15 SE +/- 0.35, N = 11 SE +/- 0.66, N = 15 SE +/- 0.10, N = 11 SE +/- 0.03, N = 11 SE +/- 10.76, N = 15 SE +/- 0.00, N = 9 413.66 240.92 144.14 225.05 296.09 409.46 151.63 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: NVIDIA CUDA - Benchmark: Double Precision OpenBenchmarking.org GFLOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Double Precision TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 3 6 9 12 15 7.39 4.28 4.29 5.40 9.55 3.70
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 30 60 90 120 150 Min: 24.44 / Avg: 55.99 / Max: 137.52 Min: 11.39 / Avg: 33.65 / Max: 67.7 Min: 31.28 / Avg: 52.41 / Max: 81.14 Min: 8.02 / Avg: 54.82 / Max: 86.56 Min: 5.89 / Avg: 42.89 / Max: 74.51 Min: 24.22 / Avg: 41.03 / Max: 73.7
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 11 22 33 44 55 Min: 41 / Avg: 41.92 / Max: 43 Min: 37 / Avg: 38.98 / Max: 40 Min: 47 / Avg: 51.99 / Max: 57 Min: 50 / Avg: 51.32 / Max: 52 Min: 49 / Avg: 51.18 / Max: 52 Min: 38 / Avg: 39.9 / Max: 41 Min: 43 / Avg: 44.37 / Max: 45
Mixbench Backend: NVIDIA CUDA - Benchmark: Half Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Half Precision TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 7K 14K 21K 28K 35K SE +/- 939.79, N = 15 SE +/- 0.07, N = 11 SE +/- 15.42, N = 13 SE +/- 0.02, N = 11 SE +/- 0.10, N = 11 SE +/- 601.15, N = 15 SE +/- 0.02, N = 9 32084.79 121.42 10862.90 113.32 149.35 31492.24 75.77 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: NVIDIA CUDA - Benchmark: Half Precision OpenBenchmarking.org GFLOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Half Precision TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 200 400 600 800 1000 583.70 332.57 2.18 2.60 775.82 1.95
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 20 40 60 80 100 Min: 24.42 / Avg: 54.97 / Max: 84.04 Min: 11.26 / Avg: 32.66 / Max: 62.08 Min: 31.18 / Avg: 52.09 / Max: 75.41 Min: 35.06 / Avg: 57.52 / Max: 94.45 Min: 6.66 / Avg: 40.59 / Max: 77.98 Min: 8.08 / Avg: 38.81 / Max: 66.34
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 11 22 33 44 55 Min: 40 / Avg: 41.07 / Max: 43 Min: 37 / Avg: 38.94 / Max: 40 Min: 46 / Avg: 51.12 / Max: 56 Min: 50 / Avg: 51.4 / Max: 52 Min: 51 / Avg: 52.11 / Max: 53 Min: 38 / Avg: 38.9 / Max: 40 Min: 42 / Avg: 44.15 / Max: 45
Mixbench Backend: NVIDIA CUDA - Benchmark: Integer OpenBenchmarking.org GIOPS, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Integer TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 3K 6K 9K 12K 15K SE +/- 458.60, N = 15 SE +/- 0.87, N = 11 SE +/- 4.94, N = 15 SE +/- 3.28, N = 11 SE +/- 1.56, N = 11 SE +/- 264.51, N = 15 SE +/- 2.01, N = 9 14426.11 1887.61 4866.61 1764.63 2326.09 14103.79 1187.72 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: NVIDIA CUDA - Benchmark: Integer OpenBenchmarking.org GIOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Integer TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 60 120 180 240 300 272.76 147.05 36.18 42.16 278.86 31.42
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 20 40 60 80 100 Min: 24.49 / Avg: 52.89 / Max: 84.59 Min: 11.42 / Avg: 33.09 / Max: 66.75 Min: 8.25 / Avg: 48.77 / Max: 74.22 Min: 7.72 / Avg: 55.17 / Max: 98.48 Min: 6.86 / Avg: 50.58 / Max: 125.4 Min: 24.21 / Avg: 37.8 / Max: 53.02
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 11 22 33 44 55 Min: 39 / Avg: 40.77 / Max: 42 Min: 37 / Avg: 38.95 / Max: 40 Min: 48 / Avg: 52 / Max: 56 Min: 48 / Avg: 50.29 / Max: 52 Min: 49 / Avg: 50.7 / Max: 52 Min: 37 / Avg: 38.49 / Max: 40 Min: 43 / Avg: 44.4 / Max: 45
NAMD CUDA ATPase Simulation - 327,506 Atoms OpenBenchmarking.org days/ns, Fewer Is Better NAMD CUDA 2.14 ATPase Simulation - 327,506 Atoms TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 0.0812 0.1624 0.2436 0.3248 0.406 SE +/- 0.00134, N = 4 SE +/- 0.00101, N = 4 SE +/- 0.00170, N = 3 SE +/- 0.00026, N = 4 SE +/- 0.00291, N = 3 SE +/- 0.00276, N = 4 SE +/- 0.00174, N = 4 SE +/- 0.00163, N = 4 SE +/- 0.00046, N = 4 SE +/- 0.00077, N = 3 0.19195 0.22300 0.36071 0.23177 0.33566 0.24022 0.22426 0.29138 0.19082 0.30957
NAMD CUDA GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better NAMD CUDA 2.14 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 40 80 120 160 200 Min: 30.29 / Avg: 117.9 / Max: 215.49 Min: 15.78 / Avg: 115.89 / Max: 158.66 Min: 12.4 / Avg: 73.53 / Max: 126.72 Min: 17.13 / Avg: 121.41 / Max: 171.52 Min: 10.29 / Avg: 80.72 / Max: 150.08 Min: 9.42 / Avg: 102 / Max: 184.77 Min: 17.25 / Avg: 143.08 / Max: 203.29 Min: 9.24 / Avg: 115.59 / Max: 221.44 Min: 7.4 / Avg: 73.35 / Max: 125.38
NAMD CUDA GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better NAMD CUDA 2.14 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 15 30 45 60 75 Min: 57 / Avg: 60.56 / Max: 64 Min: 44 / Avg: 46.95 / Max: 49 Min: 47 / Avg: 56.05 / Max: 62 Min: 45 / Avg: 54.14 / Max: 62 Min: 65 / Avg: 71.49 / Max: 76 Min: 61 / Avg: 64.18 / Max: 67 Min: 63 / Avg: 66.02 / Max: 69 Min: 68 / Avg: 73.03 / Max: 77 Min: 56 / Avg: 59.33 / Max: 63 Min: 53 / Avg: 59 / Max: 63
NeatBench Acceleration: GPU OpenBenchmarking.org FPS, More Is Better NeatBench 5 Acceleration: GPU TITAN RTX GTX 970 GTX 980 GTX 1070 GTX 1080 11 22 33 44 55 SE +/- 0.02, N = 13 SE +/- 0.05, N = 13 SE +/- 0.04, N = 13 SE +/- 0.13, N = 13 SE +/- 0.04, N = 13 48.1 15.4 17.3 21.5 24.6
NeatBench Acceleration: GPU OpenBenchmarking.org FPS Per Watt, More Is Better NeatBench 5 Acceleration: GPU TITAN RTX GTX 970 GTX 980 GTX 1070 GTX 1080 0.18 0.36 0.54 0.72 0.9 0.80 0.26 0.26 0.44 0.46
NeatBench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better NeatBench 5 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 980 GTX 1070 GTX 1080 20 40 60 80 100 Min: 25.46 / Avg: 60.11 / Max: 97.89 Min: 43.97 / Avg: 58.4 / Max: 97.17 Min: 45.04 / Avg: 65.52 / Max: 125.61 Min: 31.33 / Avg: 48.36 / Max: 115.14 Min: 35.3 / Avg: 53.8 / Max: 126.52
NeatBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better NeatBench 5 GPU Temperature Monitor TITAN RTX GTX 970 GTX 980 GTX 1070 GTX 1080 12 24 36 48 60 Min: 46 / Avg: 48.36 / Max: 51 Min: 43 / Avg: 44.66 / Max: 47 Min: 57 / Avg: 59.02 / Max: 62 Min: 50 / Avg: 51.91 / Max: 53 Min: 53 / Avg: 54.76 / Max: 58
OctaneBench Total Score OpenBenchmarking.org Score, More Is Better OctaneBench 4.00c Total Score TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 70 140 210 280 350 324.55 141.67 96.20 135.66 110.81 132.84 148.47 143.52 310.81 91.73
OctaneBench Total Score OpenBenchmarking.org Score Per Watt, More Is Better OctaneBench 4.00c Total Score TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 0.2903 0.5806 0.8709 1.1612 1.4515 1.27 0.84 1.25 0.85 1.25 1.26 0.85 1.29 1.23
OctaneBench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OctaneBench 4.00c GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 50 100 150 200 250 Min: 24.44 / Avg: 255.61 / Max: 287.48 Min: 15.69 / Avg: 114.25 / Max: 134.64 Min: 11.31 / Avg: 108.81 / Max: 123.5 Min: 15.39 / Avg: 130.04 / Max: 152.6 Min: 46.73 / Avg: 106.31 / Max: 122.76 Min: 49.51 / Avg: 117.91 / Max: 137.91 Min: 16 / Avg: 168.55 / Max: 193.96 Min: 5.88 / Avg: 240.3 / Max: 266.51 Min: 6.72 / Avg: 74.79 / Max: 88.96
OctaneBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OctaneBench 4.00c GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 16 32 48 64 80 Min: 39 / Avg: 71.86 / Max: 78 Min: 37 / Avg: 48.11 / Max: 50 Min: 34 / Avg: 55.54 / Max: 61 Min: 48 / Avg: 64.26 / Max: 68 Min: 45 / Avg: 71.18 / Max: 78 Min: 50 / Avg: 66.01 / Max: 70 Min: 51 / Avg: 67.29 / Max: 71 Min: 52 / Avg: 77.62 / Max: 82 Min: 37 / Avg: 69.87 / Max: 77 Min: 40 / Avg: 56.55 / Max: 60
PlaidML FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 600 1200 1800 2400 3000 SE +/- 1.27, N = 8 SE +/- 0.31, N = 7 SE +/- 0.24, N = 6 SE +/- 0.83, N = 7 SE +/- 0.78, N = 6 SE +/- 3.20, N = 7 SE +/- 1.79, N = 7 SE +/- 2.34, N = 5 SE +/- 1.82, N = 7 SE +/- 2.10, N = 6 2856.83 1485.78 910.91 1380.68 1053.49 1392.46 1665.72 1290.48 2751.85 987.07
PlaidML FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 12 24 36 48 60 50.71 12.30 28.52 13.58 22.95 26.42 13.25 55.22 21.41
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 30 60 90 120 150 Min: 24.23 / Avg: 56.34 / Max: 82.22 Min: 43.79 / Avg: 74.07 / Max: 114.2 Min: 11.63 / Avg: 48.41 / Max: 90.62 Min: 44.36 / Avg: 77.57 / Max: 126.76 Min: 30.84 / Avg: 60.68 / Max: 114.51 Min: 34.81 / Avg: 63.05 / Max: 122.89 Min: 70.14 / Avg: 97.38 / Max: 150.67 Min: 6.74 / Avg: 49.84 / Max: 77.61 Min: 23.93 / Avg: 46.11 / Max: 92.68
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 13 26 39 52 65 Min: 37 / Avg: 38.85 / Max: 40 Min: 38 / Avg: 40.14 / Max: 42 Min: 41 / Avg: 44.84 / Max: 51 Min: 44 / Avg: 50.7 / Max: 60 Min: 51 / Avg: 54.67 / Max: 60 Min: 48 / Avg: 50.39 / Max: 54 Min: 48 / Avg: 50.85 / Max: 54 Min: 61 / Avg: 63.43 / Max: 68 Min: 39 / Avg: 40.58 / Max: 42 Min: 41 / Avg: 44.06 / Max: 48
PlaidML FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 40 80 120 160 200 SE +/- 0.21, N = 3 SE +/- 0.05, N = 3 SE +/- 0.01, N = 3 SE +/- 0.07, N = 3 SE +/- 0.01, N = 3 SE +/- 0.06, N = 3 SE +/- 0.11, N = 3 SE +/- 0.08, N = 3 SE +/- 0.19, N = 3 SE +/- 0.06, N = 3 198.37 99.64 73.25 111.39 80.47 103.79 99.82 89.28 187.73 83.52
PlaidML FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 0.4793 0.9586 1.4379 1.9172 2.3965 2.13 0.92 1.79 0.91 1.46 1.35 0.77 1.99 1.56
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 30 60 90 120 150 Min: 24.13 / Avg: 93.33 / Max: 165.41 Min: 43.86 / Avg: 79.97 / Max: 103.08 Min: 11.36 / Avg: 62.38 / Max: 93.26 Min: 46.46 / Avg: 88.78 / Max: 114.99 Min: 31.67 / Avg: 70.87 / Max: 115.12 Min: 35.3 / Avg: 74.03 / Max: 118.52 Min: 70.27 / Avg: 115.28 / Max: 143.05 Min: 6.49 / Avg: 94.19 / Max: 158.84 Min: 23.24 / Avg: 53.7 / Max: 85.91
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 14 28 42 56 70 Min: 36 / Avg: 42.24 / Max: 49 Min: 39 / Avg: 42.1 / Max: 45 Min: 40 / Avg: 47.16 / Max: 52 Min: 42 / Avg: 51.43 / Max: 57 Min: 53 / Avg: 59.61 / Max: 65 Min: 49 / Avg: 54.4 / Max: 58 Min: 52 / Avg: 55.19 / Max: 59 Min: 65 / Avg: 68.95 / Max: 72 Min: 39 / Avg: 43.93 / Max: 50 Min: 41 / Avg: 47.1 / Max: 52
PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 500 1000 1500 2000 2500 SE +/- 2.36, N = 8 SE +/- 0.27, N = 8 SE +/- 0.28, N = 7 SE +/- 1.11, N = 8 SE +/- 0.69, N = 7 SE +/- 1.14, N = 8 SE +/- 0.60, N = 8 SE +/- 0.66, N = 8 SE +/- 1.58, N = 8 SE +/- 0.68, N = 7 2544.67 1070.90 716.82 1080.11 810.50 1052.64 1154.13 1029.36 2406.16 775.73
PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 7 14 21 28 35 29.05 8.87 20.26 9.15 15.79 16.07 8.96 32.19 14.83
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 40 80 120 160 200 Min: 32.24 / Avg: 87.61 / Max: 201.38 Min: 43.96 / Avg: 80.85 / Max: 132.2 Min: 11.35 / Avg: 53.31 / Max: 107.06 Min: 44.94 / Avg: 88.58 / Max: 148.09 Min: 36.19 / Avg: 66.66 / Max: 133.9 Min: 35.3 / Avg: 71.8 / Max: 130.83 Min: 71.34 / Avg: 114.86 / Max: 179.91 Min: 7.96 / Avg: 74.76 / Max: 183.39 Min: 23.62 / Avg: 52.3 / Max: 100.05
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 14 28 42 56 70 Min: 55 / Avg: 58.62 / Max: 63 Min: 41 / Avg: 42.8 / Max: 45 Min: 43 / Avg: 48.09 / Max: 54 Min: 42 / Avg: 49.72 / Max: 59 Min: 58 / Avg: 61.76 / Max: 66 Min: 54 / Avg: 56.11 / Max: 58 Min: 55 / Avg: 56.37 / Max: 58 Min: 67 / Avg: 69.24 / Max: 72 Min: 44 / Avg: 45.91 / Max: 49 Min: 45 / Avg: 48.37 / Max: 52
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 TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 80 160 240 320 400 SE +/- 0.19, N = 3 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 SE +/- 0.62, N = 3 SE +/- 0.23, N = 3 SE +/- 0.11, N = 3 SE +/- 0.02, N = 3 SE +/- 0.25, N = 3 SE +/- 0.19, N = 3 355.85 159.43 97.83 135.31 109.50 151.71 190.14 138.33 353.54 108.56
PlaidML FP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCL TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 0.8393 1.6786 2.5179 3.3572 4.1965 2.86 0.87 1.84 0.90 1.74 1.96 0.95 3.73 1.43
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 50 100 150 200 250 Min: 26.88 / Avg: 124.61 / Max: 260.61 Min: 44.44 / Avg: 111.95 / Max: 154.49 Min: 11.51 / Avg: 73.7 / Max: 123.62 Min: 45.91 / Avg: 121.85 / Max: 174.77 Min: 34.28 / Avg: 87.32 / Max: 150.45 Min: 37.81 / Avg: 96.82 / Max: 185.51 Min: 70.93 / Avg: 144.97 / Max: 205.4 Min: 6.44 / Avg: 94.72 / Max: 227.5 Min: 26.52 / Avg: 76.09 / Max: 117.72
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 15 30 45 60 75 Min: 51 / Avg: 55.45 / Max: 62 Min: 41 / Avg: 45.01 / Max: 50 Min: 42 / Avg: 55.41 / Max: 65 Min: 43 / Avg: 54.2 / Max: 62 Min: 56 / Avg: 66.95 / Max: 75 Min: 52 / Avg: 58.42 / Max: 65 Min: 53 / Avg: 59.08 / Max: 67 Min: 64 / Avg: 72.37 / Max: 80 Min: 43 / Avg: 46.5 / Max: 54 Min: 44 / Avg: 53.34 / Max: 61
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 TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 50 100 150 200 250 SE +/- 0.25, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.05, N = 3 SE +/- 0.15, N = 3 SE +/- 0.04, N = 3 SE +/- 0.07, N = 3 SE +/- 0.09, N = 3 SE +/- 0.21, N = 3 SE +/- 0.02, N = 3 227.30 108.23 73.89 100.51 82.21 108.46 112.28 99.84 212.11 79.13
PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 0.4883 0.9766 1.4649 1.9532 2.4415 2.12 0.81 1.70 0.82 1.63 1.40 1.04 2.17 1.29
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 40 80 120 160 200 Min: 26.74 / Avg: 107.42 / Max: 218.66 Min: 44.26 / Avg: 91.05 / Max: 129.52 Min: 11.41 / Avg: 59.29 / Max: 109.55 Min: 46.1 / Avg: 99.8 / Max: 146.5 Min: 33.12 / Avg: 66.54 / Max: 135.5 Min: 35.29 / Avg: 80.29 / Max: 151.39 Min: 16.39 / Avg: 95.98 / Max: 176.88 Min: 7.18 / Avg: 97.64 / Max: 203.73 Min: 25.45 / Avg: 61.56 / Max: 104.99
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 14 28 42 56 70 Min: 50 / Avg: 53.57 / Max: 60 Min: 41 / Avg: 44.33 / Max: 48 Min: 42 / Avg: 51.79 / Max: 59 Min: 43 / Avg: 51.23 / Max: 61 Min: 56 / Avg: 64.44 / Max: 71 Min: 51 / Avg: 55.31 / Max: 61 Min: 51 / Avg: 57.61 / Max: 63 Min: 57 / Avg: 64.76 / Max: 73 Min: 45 / Avg: 48.38 / Max: 55 Min: 44 / Avg: 51.53 / Max: 58
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 TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 200 400 600 800 1000 SE +/- 0.80, N = 5 SE +/- 0.07, N = 4 SE +/- 0.11, N = 4 SE +/- 0.17, N = 4 SE +/- 0.41, N = 4 SE +/- 0.44, N = 4 SE +/- 0.35, N = 4 SE +/- 0.57, N = 4 SE +/- 1.41, N = 5 SE +/- 0.09, N = 4 775.69 331.84 203.08 298.77 228.46 314.83 398.82 267.88 753.75 227.23
PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 2 4 6 8 10 7.85 2.10 5.13 2.18 3.83 4.96 2.10 8.14 3.48
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 30 60 90 120 150 Min: 25.76 / Avg: 98.8 / Max: 176.19 Min: 44.26 / Avg: 96.68 / Max: 130.31 Min: 11.5 / Avg: 58.25 / Max: 91.15 Min: 45.23 / Avg: 104.99 / Max: 148.25 Min: 36.16 / Avg: 82.25 / Max: 155.43 Min: 35.4 / Avg: 80.4 / Max: 160.01 Min: 70.07 / Avg: 127.83 / Max: 177.92 Min: 7.96 / Avg: 92.65 / Max: 172.43 Min: 24.51 / Avg: 65.27 / Max: 103.19
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 14 28 42 56 70 Min: 51 / Avg: 53.47 / Max: 56 Min: 43 / Avg: 45.07 / Max: 47 Min: 46 / Avg: 54.04 / Max: 59 Min: 43 / Avg: 51.52 / Max: 57 Min: 60 / Avg: 66.7 / Max: 71 Min: 55 / Avg: 59.63 / Max: 63 Min: 56 / Avg: 59.11 / Max: 62 Min: 65 / Avg: 70.14 / Max: 74 Min: 47 / Avg: 50.16 / Max: 53 Min: 48 / Avg: 52.93 / Max: 56
PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 50 100 150 200 250 SE +/- 0.54, N = 4 SE +/- 0.10, N = 3 SE +/- 0.06, N = 3 SE +/- 0.10, N = 3 SE +/- 0.21, N = 3 SE +/- 0.18, N = 3 SE +/- 0.42, N = 3 SE +/- 0.87, N = 3 SE +/- 0.64, N = 3 SE +/- 0.22, N = 3 248.79 116.89 64.53 86.61 72.21 99.88 131.34 90.74 237.29 71.78
PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 0.414 0.828 1.242 1.656 2.07 1.36 0.49 0.99 0.57 1.01 1.14 0.51 1.84 0.80
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 50 100 150 200 250 Min: 25.24 / Avg: 182.33 / Max: 287.74 Min: 15.58 / Avg: 130.86 / Max: 176.52 Min: 11.35 / Avg: 87.8 / Max: 128.34 Min: 15.86 / Avg: 126.99 / Max: 185.38 Min: 30.84 / Avg: 98.8 / Max: 148.45 Min: 33.28 / Avg: 115.7 / Max: 191.3 Min: 21.17 / Avg: 179.64 / Max: 250.39 Min: 7.68 / Avg: 129 / Max: 273.84 Min: 23.63 / Avg: 89.32 / Max: 128.04
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 16 32 48 64 80 Min: 49 / Avg: 57.43 / Max: 64 Min: 41 / Avg: 48.92 / Max: 56 Min: 42 / Avg: 61.25 / Max: 72 Min: 42 / Avg: 57.92 / Max: 67 Min: 54 / Avg: 69.36 / Max: 80 Min: 54 / Avg: 62.28 / Max: 70 Min: 54 / Avg: 62.87 / Max: 72 Min: 64 / Avg: 76.62 / Max: 85 Min: 45 / Avg: 50.86 / Max: 59 Min: 45 / Avg: 57.03 / Max: 65
PlaidML FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 40 80 120 160 200 SE +/- 0.42, N = 4 SE +/- 0.05, N = 3 SE +/- 0.04, N = 3 SE +/- 0.11, N = 3 SE +/- 0.61, N = 3 SE +/- 0.13, N = 3 SE +/- 0.31, N = 3 SE +/- 1.20, N = 3 SE +/- 0.60, N = 3 SE +/- 0.16, N = 3 196.63 92.87 51.14 68.81 56.60 79.12 103.83 71.18 187.92 56.62
PlaidML FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 0.3015 0.603 0.9045 1.206 1.5075 1.00 0.38 0.73 0.43 0.76 0.85 0.39 1.34 0.61
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 50 100 150 200 250 Min: 27.72 / Avg: 196.43 / Max: 282.33 Min: 18.19 / Avg: 136.28 / Max: 174.42 Min: 11.49 / Avg: 93.74 / Max: 128.01 Min: 15.96 / Avg: 130.54 / Max: 192.38 Min: 10.43 / Avg: 104.2 / Max: 151 Min: 10.86 / Avg: 122.33 / Max: 196.24 Min: 19.24 / Avg: 182.92 / Max: 252.57 Min: 7.28 / Avg: 140.12 / Max: 260.24 Min: 24.11 / Avg: 93.11 / Max: 126.71
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 16 32 48 64 80 Min: 54 / Avg: 62.14 / Max: 67 Min: 43 / Avg: 51.93 / Max: 58 Min: 45 / Avg: 64.64 / Max: 74 Min: 43 / Avg: 59.36 / Max: 67 Min: 56 / Avg: 72.16 / Max: 80 Min: 56 / Avg: 64.97 / Max: 72 Min: 57 / Avg: 66.59 / Max: 75 Min: 63 / Avg: 77.59 / Max: 85 Min: 47 / Avg: 54.32 / Max: 63 Min: 49 / Avg: 60.79 / Max: 67
Rodinia Test: OpenCL Myocyte OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: OpenCL Myocyte TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 12 24 36 48 60 SE +/- 0.08, N = 3 SE +/- 0.24, N = 3 SE +/- 0.26, N = 3 SE +/- 0.08, N = 3 SE +/- 0.06, N = 3 SE +/- 0.08, N = 3 SE +/- 0.07, N = 3 SE +/- 0.04, N = 3 SE +/- 0.07, N = 3 SE +/- 0.15, N = 3 35.77 42.08 48.92 34.13 50.55 38.00 38.00 55.17 35.24 38.11 1. (CXX) g++ options: -m64 -lm -lcuda -lcudart -lcudadevrt -lcudart_static -lrt -lpthread -ldl
Rodinia GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Rodinia 3.1 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 20 40 60 80 100 Min: 28.39 / Avg: 95.63 / Max: 104.45 Min: 43.79 / Avg: 55.88 / Max: 56.78 Min: 11.41 / Avg: 43.61 / Max: 49.31 Min: 44.65 / Avg: 61.74 / Max: 64.12 Min: 31.07 / Avg: 46.93 / Max: 48.38 Min: 35.39 / Avg: 49.66 / Max: 52.44 Min: 68.73 / Avg: 86.48 / Max: 88.86 Min: 8.42 / Avg: 85.18 / Max: 93.01 Min: 24.4 / Avg: 33.92 / Max: 34.83
Rodinia GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Rodinia 3.1 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 13 26 39 52 65 Min: 53 / Avg: 56.83 / Max: 60 Min: 40 / Avg: 40.95 / Max: 43 Min: 41 / Avg: 43.14 / Max: 45 Min: 43 / Avg: 50.99 / Max: 55 Min: 55 / Avg: 57.36 / Max: 62 Min: 51 / Avg: 52.92 / Max: 56 Min: 50 / Avg: 53.04 / Max: 57 Min: 61 / Avg: 63.04 / Max: 67 Min: 53 / Avg: 56.63 / Max: 60 Min: 43 / Avg: 44.94 / Max: 47
Rodinia Test: OpenCL Particle Filter OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: OpenCL Particle Filter TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 3 6 9 12 15 SE +/- 0.008, N = 8 SE +/- 0.006, N = 6 SE +/- 0.026, N = 4 SE +/- 0.009, N = 5 SE +/- 0.058, N = 4 SE +/- 0.019, N = 6 SE +/- 0.018, N = 6 SE +/- 0.092, N = 5 SE +/- 0.009, N = 8 SE +/- 0.012, N = 4 4.250 7.791 13.185 11.482 11.774 8.205 6.457 10.071 4.414 12.002 1. (CXX) g++ options: -m64 -lm -lcuda -lcudart -lcudadevrt -lcudart_static -lrt -lpthread -ldl
Rodinia GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Rodinia 3.1 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 30 60 90 120 150 Min: 26.4 / Avg: 111.08 / Max: 186.57 Min: 44.26 / Avg: 97.33 / Max: 124.38 Min: 11.43 / Avg: 58.56 / Max: 74.93 Min: 45.42 / Avg: 107.48 / Max: 144.02 Min: 30.92 / Avg: 87.67 / Max: 128.84 Min: 34.81 / Avg: 99.28 / Max: 152.91 Min: 68.56 / Avg: 126.47 / Max: 173.75 Min: 7.62 / Avg: 98.87 / Max: 172.87 Min: 23.92 / Avg: 66.75 / Max: 89.56
Rodinia GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Rodinia 3.1 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 14 28 42 56 70 Min: 50 / Avg: 54.12 / Max: 57 Min: 39 / Avg: 43.62 / Max: 47 Min: 39 / Avg: 50.35 / Max: 57 Min: 45 / Avg: 52.09 / Max: 57 Min: 51 / Avg: 61.18 / Max: 67 Min: 48 / Avg: 57.03 / Max: 63 Min: 48 / Avg: 56.89 / Max: 64 Min: 59 / Avg: 67.93 / Max: 73 Min: 49 / Avg: 53.32 / Max: 56 Min: 41 / Avg: 49.31 / Max: 54
Rodinia Test: NVIDIA CUDA GPU Myocyte OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: NVIDIA CUDA GPU Myocyte TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 14 28 42 56 70 SE +/- 0.03, N = 3 SE +/- 0.22, N = 3 SE +/- 0.01, N = 3 SE +/- 0.10, N = 3 SE +/- 0.04, N = 3 SE +/- 0.12, N = 3 SE +/- 0.07, N = 3 SE +/- 0.01, N = 3 SE +/- 0.06, N = 3 SE +/- 0.06, N = 3 40.37 47.72 56.50 39.91 59.47 42.96 43.20 64.76 40.35 42.70 1. (CXX) g++ options: -m64 -lm -lcuda -lcudart -lcudadevrt -lcudart_static -lrt -lpthread -ldl
Rodinia GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Rodinia 3.1 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 20 40 60 80 100 Min: 25.7 / Avg: 91.87 / Max: 97.82 Min: 45.71 / Avg: 56.68 / Max: 57.46 Min: 11.3 / Avg: 46.02 / Max: 49.79 Min: 46.17 / Avg: 62.27 / Max: 64.02 Min: 31.08 / Avg: 47.31 / Max: 49.36 Min: 35.06 / Avg: 49.87 / Max: 52.33 Min: 70.45 / Avg: 87.6 / Max: 89.55 Min: 7.4 / Avg: 84.79 / Max: 92.09 Min: 24.12 / Avg: 34.46 / Max: 35.32
Rodinia GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Rodinia 3.1 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 13 26 39 52 65 Min: 49 / Avg: 51.81 / Max: 52 Min: 40 / Avg: 40.3 / Max: 41 Min: 41 / Avg: 43.29 / Max: 47 Min: 43 / Avg: 51.19 / Max: 56 Min: 54 / Avg: 56.12 / Max: 61 Min: 50 / Avg: 52.69 / Max: 58 Min: 50 / Avg: 52.55 / Max: 58 Min: 61 / Avg: 63.5 / Max: 69 Min: 48 / Avg: 50.92 / Max: 52 Min: 43 / Avg: 45.03 / Max: 49
ViennaCL OpenCL LU Factorization OpenBenchmarking.org GFLOPS, More Is Better ViennaCL 1.4.2 OpenCL LU Factorization TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 20 40 60 80 100 SE +/- 0.57, N = 11 SE +/- 0.38, N = 11 SE +/- 0.20, N = 10 SE +/- 0.37, N = 11 SE +/- 0.29, N = 11 SE +/- 0.23, N = 11 SE +/- 0.21, N = 11 SE +/- 0.25, N = 11 SE +/- 0.39, N = 11 SE +/- 0.32, N = 11 76.64 69.18 60.20 68.15 61.94 66.21 70.69 64.54 75.79 61.65 1. (CXX) g++ options: -rdynamic -lOpenCL
ViennaCL OpenCL LU Factorization OpenBenchmarking.org GFLOPS Per Watt, More Is Better ViennaCL 1.4.2 OpenCL LU Factorization TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 0.5085 1.017 1.5255 2.034 2.5425 1.67 1.00 2.26 0.92 1.30 1.26 0.70 1.77 1.51
ViennaCL GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better ViennaCL 1.4.2 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 30 60 90 120 150 Min: 24.9 / Avg: 46.01 / Max: 85.54 Min: 44.07 / Avg: 60.29 / Max: 104.72 Min: 11.19 / Avg: 30.09 / Max: 64.31 Min: 47.43 / Avg: 67.32 / Max: 106.39 Min: 33.63 / Avg: 50.93 / Max: 96.7 Min: 49.31 / Avg: 56.2 / Max: 116.21 Min: 85.04 / Avg: 91.74 / Max: 145.18 Min: 6.57 / Avg: 42.9 / Max: 86.91 Min: 34.44 / Avg: 40.91 / Max: 71.78
ViennaCL GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better ViennaCL 1.4.2 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 14 28 42 56 70 Min: 43 / Avg: 45.46 / Max: 49 Min: 40 / Avg: 41.46 / Max: 43 Min: 43 / Avg: 44.68 / Max: 49 Min: 42 / Avg: 46.49 / Max: 52 Min: 57 / Avg: 60.97 / Max: 66 Min: 53 / Avg: 54.95 / Max: 58 Min: 53 / Avg: 56.03 / Max: 59 Min: 65 / Avg: 67.47 / Max: 71 Min: 43 / Avg: 45.38 / Max: 48 Min: 45 / Avg: 46.77 / Max: 50
Phoronix Test Suite v10.8.5