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