Some benchmarks by Michael Larabel.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 2009116-FI-GPUCOMPUT55 NVIDIA GPU Compute - Phoronix Test Suite NVIDIA GPU Compute Some benchmarks by Michael Larabel.
HTML result view exported from: https://openbenchmarking.org/result/2009116-FI-GPUCOMPUT55&sro&grt .
NVIDIA 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 GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 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 eVGA NVIDIA GeForce GTX 950 2GB (1202/3304MHz) NVIDIA GM206 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 eVGA NVIDIA GeForce GTX 960 2GB (1277/3505MHz) eVGA NVIDIA GeForce GTX 970 4GB (1163/3505MHz) NVIDIA GM204 HD Audio NVIDIA GeForce GTX 980 4GB (1126/3505MHz) NVIDIA GeForce GTX 980 Ti 6GB (999/3505MHz) NVIDIA GM200 HD Audio NVIDIA GeForce GTX TITAN X 12GB (1001/3505MHz) eVGA NVIDIA GeForce GTX 1050 Ti 4GB (1354/3504MHz) NVIDIA GP107GL HD Audio NVIDIA GeForce GTX 1060 6GB (1506/4006MHz) NVIDIA GP106 HD Audio NVIDIA GeForce GTX 1070 8GB (1506/4006MHz) NVIDIA GP104 HD Audio Zotac NVIDIA GeForce GTX 1070 Ti 8GB (1607/4006MHz) NVIDIA GeForce GTX 1080 8GB (1607/5005MHz) ASUS NVIDIA GeForce GTX 1650 4GB (1485/4001MHz) NVIDIA Device 10fa ASUS NVIDIA GeForce GTX 1650 SUPER 4GB (615/405MHz) NVIDIA TU116 HD Audio ASUS NVIDIA GeForce GTX 1660 6GB (1530/4001MHz) eVGA NVIDIA GeForce GTX 1660 SUPER 6GB (1530/7000MHz) eVGA NVIDIA GeForce GTX 1660 Ti 6GB (1500/6000MHz) NVIDIA GeForce RTX 2060 6GB (1365/7000MHz) NVIDIA TU106 HD Audio NVIDIA GeForce RTX 2060 SUPER 8GB (1470/7000MHz) ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz) NVIDIA GeForce RTX 2070 SUPER 8GB (450/405MHz) NVIDIA TU104 HD Audio Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz) NVIDIA GeForce RTX 2080 SUPER 8GB (1650/7750MHz) NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz) NVIDIA TU102 HD Audio NVIDIA TITAN RTX 24GB (420/405MHz) 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 - GTX 950: GPU Compute Cores: 768 - GTX 960: GPU Compute Cores: 1024 - GTX 970: GPU Compute Cores: 1664 - GTX 980: GPU Compute Cores: 2048 - GTX 980 Ti: GPU Compute Cores: 2816 - GTX TITAN X: GPU Compute Cores: 3072 - GTX 1050 Ti: GPU Compute Cores: 768 - GTX 1060: GPU Compute Cores: 1280 - GTX 1070: GPU Compute Cores: 1920 - GTX 1070 Ti: GPU Compute Cores: 2432 - GTX 1080: GPU Compute Cores: 2560 - GTX 1650: GPU Compute Cores: 896 - GTX 1650 SUPER: GPU Compute Cores: 1280 - GTX 1660: GPU Compute Cores: 1408 - GTX 1660 SUPER: GPU Compute Cores: 1408 - GTX 1660 Ti: GPU Compute Cores: 1536 - RTX 2060: GPU Compute Cores: 1920 - RTX 2060 SUPER: GPU Compute Cores: 2176 - RTX 2070: GPU Compute Cores: 2304 - RTX 2070 SUPER: GPU Compute Cores: 2560 - RTX 2080: GPU Compute Cores: 2944 - RTX 2080 SUPER: GPU Compute Cores: 3072 - RTX 2080 Ti: GPU Compute Cores: 4352 - TITAN RTX: GPU Compute Cores: 4608 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
NVIDIA GPU Compute arrayfire: BLAS OpenCL arrayfire: Conjugate Gradient OpenCL cl-mem: Read cl-mem: Write cl-mem: Copy clpeak: Global Memory Bandwidth clpeak: Single-Precision Float clpeak: Double-Precision Double clpeak: Integer Compute INT darktable: Boat - OpenCL darktable: Masskrug - OpenCL darktable: Server Room - OpenCL darktable: Server Rack - OpenCL daphne: OpenCL - Euclidean Cluster daphne: OpenCL - NDT Mapping daphne: OpenCL - Points2Image daphne: NVIDIA CUDA - Euclidean Cluster daphne: NVIDIA CUDA - NDT Mapping daphne: NVIDIA CUDA - Points2Image fahbench: financebench: Black-Scholes OpenCL financebench: Monte-Carlo OpenCL gromacs-gpu: Water Benchmark lczero: OpenCL luxcorerender-cl: LuxCore Benchmark luxcorerender-cl: DLSC luxcorerender-cl: Rainbow Colors and Prism luxcorerender-cl: Food mandelgpu: GPU mixbench: OpenCL - Single Precision mixbench: OpenCL - Double Precision mixbench: OpenCL - Integer mixbench: NVIDIA CUDA - Single Precision mixbench: NVIDIA CUDA - Double Precision mixbench: NVIDIA CUDA - Half Precision mixbench: NVIDIA CUDA - Integer namd-cuda: ATPase Simulation - 327,506 Atoms neatbench: GPU octanebench: Total Score plaidml: Yes - Inference - Mobilenet - OpenCL plaidml: No - Training - Mobilenet - OpenCL plaidml: No - Inference - Mobilenet - OpenCL plaidml: No - Inference - Inception V3 - OpenCL plaidml: No - Inference - DenseNet 201 - OpenCL plaidml: No - Inference - IMDB LSTM - OpenCL plaidml: No - Inference - VGG16 - OpenCL plaidml: No - Inference - VGG19 - OpenCL rodinia: OpenCL Myocyte rodinia: OpenCL Particle Filter rodinia: NVIDIA CUDA GPU Myocyte viennacl: OpenCL LU Factorization GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 1019.48 8.349 90.3 84.9 78.5 90.18 1974.96 69.87 593.76 12.392 4.307 3.684 0.191 1591.64 294.13 11764.708866203 980.33 52.6941 27.818867 4.919 1.802 1982 0.81 0.98 3.22 0.39 61530230.3 2149.60 69.78 625.55 0.59513 9.54 51.155045 508.66 408.28 41.97 111.25 1000000000 1000000000 45.538 23.834 51.965 47.2861 1303.04 8.968 81.5 77.7 72.8 82.23 2604.97 92.41 789.99 12.400 4.281 3.672 0.191 1778.01 308.28 11773.354931416 982.72 62.3041 19.513200 4.911 2.154 2430 0.97 1.15 2.84 0.44 79940246.7 2779.32 93.01 828.80 0.50785 9.53 58.903229 609.16 434.07 213.49 45.54 143.15 1000000000 45.509 18.409 52.334 52.9206 2457.73 5.400 144.6 136.3 125.9 144.56 3874.98 137.48 1145.14 4.311 4.610 2.862 0.163 1928.88 324.70 11485.504137045 979.33 90.8460 14.196 841.188581 2.995 5163 1.46 1.73 4.81 0.67 113624502.0 4141.79 137.20 1215.75 0.36071 15.4 96.200864 910.91 73.25 716.82 97.83 73.89 203.08 64.53 51.14 48.920 13.185 56.498 60.1979 2826.16 4.904 165.3 159.1 145.0 165.29 4472.77 159.72 1306.51 3.764 4.543 2.730 0.162 1976.41 333.52 11735.841485298 1019.04 102.3668 12.101 749.288002 3.271 6265 1.63 1.93 5.11 0.78 121139566.8 4683.96 159.33 1389.90 0.33566 17.3 110.814321 1053.49 80.47 810.50 109.50 82.21 228.46 72.21 56.60 50.553 11.774 59.474 61.9362 2438.97 3.622 266.0 245.9 217.8 264.74 5512.89 197.23 1612.52 3.017 3.227 1.398 0.164 1908.81 339.21 11829.864624498 976.75 115.7753 9.596 660.548249 3.857 8283 2.00 2.36 6.59 0.92 148357386.1 5844.90 197.44 1711.03 0.29138 143.521432 1290.48 89.28 1029.36 138.33 99.84 267.88 90.74 71.18 55.174 10.071 64.758 64.5358 3699.51 3.917 243.5 237.6 214.4 246.43 6121.76 219.42 1757.81 12.388 4.324 3.699 0.189 1953.25 339.75 11498.215487990 956.54 123.1897 9.323 624.175743 4.081 9066 2.09 2.50 6.47 0.98 162891036.9 6463.10 221.88 1911.01 0.27103 154.420819 1369.20 93.03 1106.29 148.84 105.39 294.10 97.40 75.73 53.832 9.155 63.603 65.9450 1639.08 7.775 95.2 91.2 87.9 92.34 2331.18 84.60 719.46 12.307 4.294 3.677 0.192 1759.04 305.07 11780.675487332 1219.99 61.5889 24.362200 1214.994001 2.084 2565 0.96 1.13 3.98 0.46 75842143.4 2561.98 84.78 771.53 2379.01 84.55 42.39 667.90 0.53233 55.432593 594.41 57.13 481.31 60.92 49.71 130.66 37.13 29.42 39.053 21.267 43.283 51.3381 2856.38 5.000 154.4 148.1 138.5 147.66 4110.71 150.68 1275.12 3.517 3.169 1.301 0.124 2076.48 333.47 11766.291826127 1253.43 102.2683 13.340 894.084865 3.181 5933 1.53 1.78 5.41 0.65 130290433.8 4355.28 150.48 1354.14 4167.41 151.63 75.77 1187.72 0.30957 91.732906 987.07 83.52 775.73 108.56 79.13 227.23 71.78 56.62 38.114 12.002 42.703 61.6530 2905.88 4.077 206.2 199.5 183.3 197.20 6093.02 223.60 1695.79 2.709 2.974 1.112 0.117 2243.10 345.44 13045.857394351 1231.44 139.4974 8.968 697.546291 4.052 9750 2.12 2.46 6.62 0.92 184077179.7 6476.92 224.82 2019.08 6174.80 225.05 113.32 1764.63 0.24022 21.5 132.839354 1392.46 103.79 1052.64 151.71 108.46 314.83 99.88 79.12 38.003 8.205 42.955 66.2068 4304.76 3.814 206.2 198.2 184.1 198.18 6788.40 242.70 2076.45 2.741 2.998 1.166 0.117 2223.78 349.12 13281.767629419 1204.77 137.1393 7.298 754.284012 4.259 9947 2.24 2.55 5.38 0.98 194875210.8 7018.90 241.99 2157.31 6647.94 240.92 121.42 1887.61 0.22300 141.667655 1485.78 99.64 1070.90 159.43 108.23 331.84 116.89 92.87 42.081 7.791 47.722 69.1838 5091.86 3.387 229.6 225.6 207.4 223.14 8218.62 298.46 2430.55 2.546 2.974 1.095 0.111 2345.38 348.29 13141.729462390 1218.56 151.5679 6.981 921.684152 4.634 12662 2.13 2.45 4.23 0.99 231826397.8 8520.97 296.66 2655.58 8182.72 296.09 149.35 2326.09 0.22426 24.6 148.472009 1665.72 99.82 1154.13 190.14 112.28 398.82 131.34 103.83 37.998 6.457 43.197 70.6880 1128.39 6.808 108.7 104.4 99.2 105.31 2673.64 109.20 2641.38 12.406 4.329 3.693 0.185 1983.67 287.07 12203.304555462 1415.67 517.14 29148.739809091 75.8135 24.145285 895.430429 3.253 3101 1.51 1.73 3.93 0.67 132266243.9 3441.36 91.77 3466.72 3474.17 92.37 6948.33 3108.84 0.34503 12.8 77.410218 814.50 65.59 573.67 80.68 59.37 201.27 53.35 42.32 33.715 17.823 39.895 62.9607 1607.77 4.445 167.0 145.8 143.8 156.86 4123.66 157.98 4128.39 5.070 4.756 2.903 0.121 2143.59 313.80 12256.663207158 1456.66 534.85 29380.307815841 82.0521 16.577785 1087.168126 4.122 5151 1.36 1.61 2.73 0.81 186025762.6 4943.06 132.75 4975.18 4993.92 133.88 10057.46 4492.32 0.26211 92.367839 1080.43 77.10 740.17 115.70 73.17 269.17 77.98 61.85 33.686 12.487 39.937 67.9330 1712.37 4.541 163.9 157.3 145.9 158.15 4543.64 168.56 4338.67 3.173 3.097 1.195 0.113 2174.72 314.71 13590.031350614 1452.41 552.68 29594.884992536 125.6158 15.259 606.699883 4.412 5895 2.20 2.56 5.58 0.99 193795979.5 5259.29 141.25 5303.51 5313.33 141.36 10568.46 4753.11 0.24290 18.6 119.105265 1199.66 97.94 858.90 120.84 87.25 289.42 85.46 67.74 34.758 11.893 40.066 67.8200 1765.01 2.642 296.6 240.7 240.2 276.35 4440.23 172.49 4280.55 2.607 3.030 1.082 0.104 2175.96 320.97 13933.273948165 1466.24 563.13 29306.127505907 135.6073 15.271 594.438004 4.629 7366 2.26 2.63 5.61 1.09 200846066.4 5462.59 144.30 5432.40 5440.74 144.14 10862.90 4866.61 0.23177 135.657134 1380.68 111.39 1080.11 135.31 100.51 298.77 86.61 68.81 34.127 11.482 39.905 68.1532 1877.32 3.068 251.2 223.9 211.1 234.91 4778.23 184.34 4734.36 2.757 3.091 1.166 0.106 2223.07 321.77 13606.962912993 1465.39 557.20 29450.462327902 138.5578 14.385 654.815865 4.789 7733 2.11 2.51 5.01 1.07 210891296.2 5821.19 155.78 5803.63 5888.78 157.14 11787.37 5271.34 0.22800 133.345 1427.43 108.06 1038.86 143.22 98.99 313.08 92.41 73.38 34.412 10.847 40.038 70.0287 2321.09 2.659 297.4 258.7 239.4 276.94 5417.55 232.17 5356.84 2.092 2.835 0.844 0.104 2263.12 332.00 13398.060270468 1468.39 570.77 30937.282623163 178.4712 12.555 528.367744 5.416 10290 2.79 3.34 7.97 1.17 252924048.7 7222.28 194.80 7275.33 7339.39 196.30 14646.46 6539.81 0.20635 28.3 166.098571 1719.71 125.33 1285.58 172.73 125.23 390.07 112.29 88.95 34.902 8.836 39.999 73.3091 2622.04 2.083 396.8 341.3 288.0 368.94 7034.77 261.89 6930.21 1.794 2.763 0.777 0.101 2326.88 338.08 13476.343300533 1475.24 575.45 30663.638303013 200.7664 10.498 367.022003 5.789 12335 3.54 4.20 11.32 1.33 281931310.0 8159.15 222.15 8218.02 8264.66 221.80 16507.06 7348.91 0.20057 206.078943 2012.37 154.81 1585.76 204.35 146.90 438.26 128.91 101.79 34.555 7.914 40.224 72.5010 2680.69 2.097 396.9 328.5 284.4 369.30 7265.91 267.79 7133.77 1.776 2.744 0.772 0.102 2309.01 339.12 13499.166892694 1462.96 579.36 29917.295727193 199.8719 10.254 377.722500 5.865 12311 3.49 4.17 10.98 1.30 284631717.4 8357.96 226.65 8362.86 8435.23 226.21 16838.72 7540.28 0.20362 35.8 207.538286 1996.60 153.03 1575.65 202.42 147.87 444.84 132.03 104.21 35.514 7.767 40.499 72.5699 3047.42 2.071 396.8 322.9 292.1 369.62 8540.73 308.86 8484.41 1.780 2.804 0.821 0.098 2264.37 338.65 13076.859862793 1444.27 589.63 30409.064764221 221.7284 8.263 400.383625 6.249 14730 3.69 4.44 10.21 1.90 323061985.4 9630.83 259.11 9696.38 9754.99 260.97 19501.67 8722.28 0.19625 221.193748 2287.03 154.74 1712.75 221.49 149.69 500.26 155.42 123.03 34.779 6.837 40.085 74.4473 3358.20 2.075 396.5 338.1 290.0 369.23 9161.18 345.11 9141.23 1.742 2.794 0.818 0.099 2245.82 341.84 13228.140991558 1441.29 599.64 29707.441489825 235.5341 7.657 406.042122 6.536 15442 3.55 4.32 9.24 1.87 345359936.4 10812.52 290.13 10930.56 10845.36 291.56 21764.40 9732.48 0.19265 38.3 224.387211 2322.39 154.35 1726.60 243.51 151.99 544.54 164.78 130.23 35.085 6.196 40.487 74.7298 3673.83 1.900 437.6 352.9 301.7 405.92 10264.38 376.32 10266.72 1.680 2.764 0.809 0.099 2326.55 344.19 12974.465793761 1448.46 599.70 30214.755635634 248.0118 6.811 413.845127 6.572 17501 3.62 4.38 9.14 1.93 374422420.6 11758.65 315.03 11752.11 11685.95 315.61 23628.78 10562.99 0.19329 234.066446 2432.73 158.82 1815.92 265.91 159.79 588.04 183.53 145.57 34.207 5.718 40.012 76.1016 4836.62 1.677 545.7 449.5 324.0 506.90 13536.25 522.22 13629.37 1.492 2.755 0.759 0.100 2268.23 350.37 13045.030923941 1436.62 606.75 28816.817836895 290.7249 6.020 319.914127 7.136 21839 4.75 5.67 12.33 2.23 448915216.6 16061.09 436.81 16323.94 14734.03 409.46 31492.24 14103.79 0.19082 310.814399 2751.85 187.73 2406.16 353.54 212.11 753.75 237.29 187.92 35.235 4.414 40.352 75.7871 5040.58 1.666 567.7 491.7 322.7 530.79 14178.85 548.26 13783.93 1.491 2.792 0.767 0.103 2279.14 343.61 12538.245787081 1434.17 590.63 29401.514070221 292.1593 5.701 277.232121 7.117 22424 4.99 5.98 12.73 2.23 480798376.6 15032.47 454.37 16979.99 15103.61 413.66 32084.79 14426.11 0.19195 48.1 324.546769 2856.83 198.37 2544.67 355.85 227.30 775.69 248.79 196.63 35.767 4.250 40.373 76.6410 OpenBenchmarking.org
ArrayFire Test: BLAS OpenCL OpenBenchmarking.org GFLOPS, More Is Better ArrayFire 3.7 Test: BLAS OpenCL GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 1100 2200 3300 4400 5500 SE +/- 1.56, N = 4 SE +/- 2.50, N = 4 SE +/- 4.04, N = 4 SE +/- 1.17, N = 4 SE +/- 10.96, N = 4 SE +/- 1.92, N = 4 SE +/- 1.69, N = 4 SE +/- 1.22, N = 4 SE +/- 3.01, N = 4 SE +/- 3.15, N = 4 SE +/- 1.10, N = 4 SE +/- 0.80, N = 4 SE +/- 1.45, N = 4 SE +/- 10.36, N = 4 SE +/- 8.83, N = 4 SE +/- 10.31, N = 4 SE +/- 5.03, N = 4 SE +/- 4.79, N = 4 SE +/- 11.45, N = 4 SE +/- 1.43, N = 4 SE +/- 10.88, N = 4 SE +/- 9.77, N = 4 SE +/- 13.92, N = 4 SE +/- 17.72, N = 4 1639.08 2856.38 2905.88 4304.76 5091.86 1128.39 1607.77 1712.37 1765.01 1877.32 1019.48 1303.04 2457.73 2826.16 2438.97 3699.51 2321.09 2622.04 2680.69 3047.42 3358.20 3673.83 4836.62 5040.58 1. (CXX) g++ options: -rdynamic
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 10 20 30 40 50 36.90 30.22 42.76 23.42 26.16 28.54 20.83 24.36 14.49 16.36 21.06 21.34 15.39 21.56 22.65 22.56 24.34 23.93 23.86 26.75 26.01 25.46
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 5.86 / Avg: 48.18 / Max: 61.53 Min: 6.77 / Avg: 61.46 / Max: 80.37 Min: 6.84 / Avg: 60 / Max: 82.23 Min: 12.35 / Avg: 84.75 / Max: 108.52 Min: 8.16 / Avg: 77.08 / Max: 102.45 Min: 10.76 / Avg: 70.38 / Max: 86.87 Min: 25.47 / Avg: 79.63 / Max: 100.47 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: 72.38 / Avg: 171.56 / Max: 228.77 Min: 9.78 / Avg: 102.48 / Max: 136.85 Min: 9.89 / Avg: 116.2 / Max: 159.29 Min: 9.02 / Avg: 110.13 / Max: 155.62 Min: 15.02 / Avg: 127.33 / Max: 173.59 Min: 15.82 / Avg: 140.77 / Max: 191.1 Min: 9.29 / Avg: 137.32 / Max: 188.58 Min: 8.24 / Avg: 185.97 / Max: 264.3 Min: 25.28 / Avg: 198.01 / Max: 278.02
ArrayFire GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better ArrayFire 3.7 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 15 30 45 60 75 Min: 38 / Avg: 50.53 / Max: 56 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: 38 / Avg: 49.78 / Max: 56 Min: 43 / Avg: 49.75 / Max: 54 Min: 40 / Avg: 51.11 / Max: 58 Min: 48 / Avg: 57.72 / Max: 62 Min: 40 / Avg: 51.06 / Max: 57 Min: 52 / Avg: 66.96 / Max: 73 Min: 53 / Avg: 65.58 / Max: 70 Min: 39 / Avg: 53.58 / Max: 61 Min: 51 / Avg: 64.28 / Max: 73 Min: 60 / Avg: 71.63 / Max: 79 Min: 60 / Avg: 72.52 / Max: 80 Min: 43 / Avg: 54.71 / Max: 61 Min: 42 / Avg: 54.41 / Max: 61 Min: 43 / Avg: 54.74 / Max: 62 Min: 41 / Avg: 50.42 / Max: 56 Min: 52 / Avg: 64.83 / Max: 72 Min: 40 / Avg: 50.13 / Max: 56 Min: 46 / Avg: 58.03 / Max: 65 Min: 47 / Avg: 59.36 / Max: 67
ArrayFire Test: Conjugate Gradient OpenCL OpenBenchmarking.org ms, Fewer Is Better ArrayFire 3.7 Test: Conjugate Gradient OpenCL GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 3 6 9 12 15 SE +/- 0.005, N = 10 SE +/- 0.003, N = 10 SE +/- 0.004, N = 10 SE +/- 0.001, N = 10 SE +/- 0.002, N = 10 SE +/- 0.003, N = 10 SE +/- 0.002, N = 10 SE +/- 0.002, N = 10 SE +/- 0.001, N = 10 SE +/- 0.001, N = 10 SE +/- 0.002, N = 10 SE +/- 0.002, N = 10 SE +/- 0.002, N = 9 SE +/- 0.002, N = 10 SE +/- 0.006, N = 10 SE +/- 0.007, N = 10 SE +/- 0.002, N = 10 SE +/- 0.001, N = 10 SE +/- 0.002, N = 10 SE +/- 0.001, N = 10 SE +/- 0.001, N = 10 SE +/- 0.001, N = 10 SE +/- 0.005, N = 10 SE +/- 0.001, N = 10 7.775 5.000 4.077 3.814 3.387 6.808 4.445 4.541 2.642 3.068 8.349 8.968 5.400 4.904 3.622 3.917 2.659 2.083 2.097 2.071 2.075 1.900 1.677 1.666 1. (CXX) g++ options: -rdynamic
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 6.12 / Avg: 26.47 / Max: 51.86 Min: 6.77 / Avg: 32.81 / Max: 65.03 Min: 6.89 / Avg: 30.36 / Max: 60.65 Min: 12.96 / Avg: 51.78 / Max: 99.21 Min: 8.35 / Avg: 41.34 / Max: 82.92 Min: 11.52 / Avg: 47.66 / Max: 79.99 Min: 25.48 / Avg: 48.37 / Max: 79 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: 74.47 / Avg: 113.09 / Max: 160.53 Min: 9.91 / Avg: 54.1 / Max: 103.84 Min: 10.31 / Avg: 65.56 / Max: 133.6 Min: 9.57 / Avg: 60.23 / Max: 123.44 Min: 14.98 / Avg: 70.4 / Max: 136.14 Min: 16.9 / Avg: 76.69 / Max: 135 Min: 9.43 / Avg: 66.35 / Max: 129.31 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 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 43 / Avg: 46.56 / Max: 51 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: 42 / Avg: 45.54 / Max: 50 Min: 46 / Avg: 48.09 / Max: 50 Min: 46 / Avg: 48.45 / Max: 52 Min: 43 / Avg: 50.39 / Max: 58 Min: 42 / Avg: 45.47 / Max: 49 Min: 51 / Avg: 57.41 / Max: 64 Min: 53 / Avg: 56.39 / Max: 60 Min: 45 / Avg: 47.64 / Max: 51 Min: 58 / Avg: 62.29 / Max: 66 Min: 65 / Avg: 68.04 / Max: 72 Min: 65 / Avg: 68.16 / Max: 72 Min: 47 / Avg: 50.34 / Max: 54 Min: 47 / Avg: 50.28 / Max: 54 Min: 49 / Avg: 51.79 / Max: 56 Min: 45 / Avg: 47.64 / Max: 51 Min: 56 / Avg: 59.59 / Max: 64 Min: 45 / Avg: 47.25 / Max: 50 Min: 53 / Avg: 55.13 / Max: 59 Min: 53 / Avg: 55.85 / Max: 60
cl-mem Benchmark: Read OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Read GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 120 240 360 480 600 SE +/- 0.00, N = 3 SE +/- 0.02, N = 5 SE +/- 0.03, N = 6 SE +/- 0.03, N = 6 SE +/- 0.08, N = 6 SE +/- 0.04, N = 4 SE +/- 0.04, N = 5 SE +/- 0.02, N = 5 SE +/- 0.07, N = 7 SE +/- 0.07, N = 6 SE +/- 0.00, N = 3 SE +/- 0.80, N = 2 SE +/- 0.02, N = 4 SE +/- 0.08, N = 5 SE +/- 0.17, N = 6 SE +/- 0.20, N = 6 SE +/- 0.08, N = 7 SE +/- 0.13, N = 8 SE +/- 0.10, N = 8 SE +/- 0.09, N = 8 SE +/- 0.42, N = 8 SE +/- 0.11, N = 8 SE +/- 0.13, N = 8 SE +/- 0.13, N = 9 95.2 154.4 206.2 206.2 229.6 108.7 167.0 163.9 296.6 251.2 90.3 81.5 144.6 165.3 266.0 243.5 297.4 396.8 396.9 396.8 396.5 437.6 545.7 567.7 1. (CC) gcc options: -O2 -flto -lOpenCL
cl-mem Benchmark: Read OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Read GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 1.3163 2.6326 3.9489 5.2652 6.5815 2.98 3.01 3.10 2.88 3.76 3.77 4.45 4.56 1.95 1.92 2.03 2.27 2.30 2.20 4.52 5.22 5.66 4.82 4.96 5.85 5.33 5.58
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 5.86 / Avg: 37.78 / Max: 50.37 Min: 6.61 / Avg: 44.43 / Max: 62.88 Min: 6.76 / Avg: 43.53 / Max: 62.07 Min: 11.46 / Avg: 66.65 / Max: 106.04 Min: 7.91 / Avg: 55.05 / Max: 81.15 Min: 8.65 / Avg: 46.31 / Max: 57.74 Min: 8.56 / Avg: 42.36 / Max: 57.2 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: 17.53 / Avg: 110.76 / Max: 152.34 Min: 9.66 / Avg: 65.73 / Max: 95.06 Min: 9.64 / Avg: 76.07 / Max: 126.07 Min: 7.94 / Avg: 70.09 / Max: 119.29 Min: 14.69 / Avg: 82.27 / Max: 130.98 Min: 14.7 / Avg: 79.89 / Max: 122.73 Min: 9.01 / Avg: 74.81 / Max: 121.28 Min: 6.34 / Avg: 102.41 / Max: 177.98 Min: 24.41 / Avg: 101.82 / Max: 176.14
cl-mem GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better cl-mem 2017-01-13 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 33 / Avg: 40.02 / Max: 43 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: 32 / Avg: 40.14 / Max: 45 Min: 35 / Avg: 39.97 / Max: 43 Min: 35 / Avg: 41.72 / Max: 46 Min: 45 / Avg: 51.63 / Max: 58 Min: 34 / Avg: 40.98 / Max: 46 Min: 42 / Avg: 53.36 / Max: 60 Min: 46 / Avg: 53.4 / Max: 60 Min: 40 / Avg: 42.95 / Max: 45 Min: 49 / Avg: 54.56 / Max: 58 Min: 65 / Avg: 68 / Max: 71 Min: 55 / Avg: 62.65 / Max: 68 Min: 36 / Avg: 43.18 / Max: 48 Min: 34 / Avg: 41.84 / Max: 47 Min: 37 / Avg: 43.88 / Max: 49 Min: 34 / Avg: 39.4 / Max: 43 Min: 44 / Avg: 51.47 / Max: 57 Min: 35 / Avg: 40.7 / Max: 44 Min: 38 / Avg: 43.54 / Max: 48 Min: 38 / Avg: 43.98 / Max: 49
cl-mem Benchmark: Write OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Write GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 110 220 330 440 550 SE +/- 0.03, N = 3 SE +/- 0.02, N = 5 SE +/- 0.03, N = 6 SE +/- 0.03, N = 6 SE +/- 0.09, N = 6 SE +/- 0.02, N = 4 SE +/- 0.04, N = 5 SE +/- 0.04, N = 5 SE +/- 0.36, N = 7 SE +/- 0.14, N = 6 SE +/- 0.12, N = 3 SE +/- 0.03, N = 3 SE +/- 0.15, N = 4 SE +/- 0.20, N = 5 SE +/- 0.14, N = 6 SE +/- 0.08, N = 6 SE +/- 0.46, N = 7 SE +/- 0.29, N = 8 SE +/- 0.29, N = 8 SE +/- 0.29, N = 8 SE +/- 0.51, N = 8 SE +/- 0.27, N = 8 SE +/- 0.21, N = 8 SE +/- 0.97, N = 9 91.2 148.1 199.5 198.2 225.6 104.4 145.8 157.3 240.7 223.9 84.9 77.7 136.3 159.1 245.9 237.6 258.7 341.3 328.5 322.9 338.1 352.9 449.5 491.7 1. (CC) gcc options: -O2 -flto -lOpenCL
cl-mem Benchmark: Write OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Write GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 1.053 2.106 3.159 4.212 5.265 2.76 2.83 2.94 2.74 3.27 3.62 3.63 4.22 1.60 1.56 1.84 1.93 2.27 2.05 3.93 4.40 4.55 3.88 4.17 4.52 4.52 4.68
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 5.9 / Avg: 38.15 / Max: 50.33 Min: 6.61 / Avg: 44.61 / Max: 63.24 Min: 6.89 / Avg: 43.43 / Max: 62.17 Min: 11.14 / Avg: 66.31 / Max: 103.06 Min: 7.88 / Avg: 53.03 / Max: 81.55 Min: 20.99 / Avg: 52.99 / Max: 59.83 Min: 8.84 / Avg: 49.8 / Max: 58.53 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: 93.03 / Avg: 115.82 / Max: 151.93 Min: 9.72 / Avg: 65.87 / Max: 95.18 Min: 9.7 / Avg: 77.53 / Max: 126.24 Min: 9.11 / Avg: 72.24 / Max: 119.83 Min: 14.71 / Avg: 83.17 / Max: 130.62 Min: 15.4 / Avg: 81 / Max: 123.59 Min: 9.1 / Avg: 78.12 / Max: 121.36 Min: 6.92 / Avg: 99.36 / Max: 179.45 Min: 24.62 / Avg: 105.03 / Max: 180.29
cl-mem GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better cl-mem 2017-01-13 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 40 / Avg: 43.54 / Max: 45 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: 38 / Avg: 44.77 / Max: 48 Min: 39 / Avg: 43.17 / Max: 46 Min: 41 / Avg: 45.95 / Max: 49 Min: 43 / Avg: 51.57 / Max: 57 Min: 39 / Avg: 44.42 / Max: 48 Min: 59 / Avg: 63 / Max: 65 Min: 53 / Avg: 61.65 / Max: 64 Min: 43 / Avg: 44.75 / Max: 46 Min: 57 / Avg: 58.76 / Max: 61 Min: 66 / Avg: 68.88 / Max: 71 Min: 66 / Avg: 69 / Max: 71 Min: 41 / Avg: 46.02 / Max: 49 Min: 39 / Avg: 44.81 / Max: 49 Min: 43 / Avg: 48.16 / Max: 52 Min: 37 / Avg: 41.82 / Max: 45 Min: 51 / Avg: 56.39 / Max: 60 Min: 38 / Avg: 42.8 / Max: 46 Min: 42 / Avg: 46.55 / Max: 50 Min: 42 / Avg: 47.1 / Max: 51
cl-mem Benchmark: Copy OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Copy GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 70 140 210 280 350 SE +/- 0.00, N = 3 SE +/- 0.02, N = 5 SE +/- 0.02, N = 6 SE +/- 0.03, N = 6 SE +/- 0.02, N = 6 SE +/- 0.00, N = 4 SE +/- 0.00, N = 5 SE +/- 0.17, N = 5 SE +/- 0.05, N = 7 SE +/- 0.06, N = 6 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 4 SE +/- 0.02, N = 5 SE +/- 0.07, N = 6 SE +/- 0.11, N = 6 SE +/- 0.06, N = 7 SE +/- 0.06, N = 8 SE +/- 0.09, N = 8 SE +/- 0.07, N = 8 SE +/- 0.06, N = 8 SE +/- 0.05, N = 8 SE +/- 0.10, N = 8 SE +/- 0.08, N = 9 87.9 138.5 183.3 184.1 207.4 99.2 143.8 145.9 240.2 211.1 78.5 72.8 125.9 145.0 217.8 214.4 239.4 288.0 284.4 292.1 290.0 301.7 324.0 322.7 1. (CC) gcc options: -O2 -flto -lOpenCL
cl-mem Benchmark: Copy OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Copy GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.8843 1.7686 2.6529 3.5372 4.4215 2.69 2.58 2.74 2.60 3.23 3.37 3.66 3.78 1.55 1.59 1.73 2.18 1.92 1.89 3.60 3.76 3.70 3.48 3.56 3.93 3.39 2.97
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 6.04 / Avg: 38.17 / Max: 50.72 Min: 6.76 / Avg: 44.51 / Max: 63.05 Min: 6.88 / Avg: 43.23 / Max: 62.12 Min: 11.35 / Avg: 65.62 / Max: 103.9 Min: 8.15 / Avg: 55.88 / Max: 81.89 Min: 37.23 / Avg: 50.57 / Max: 59.93 Min: 8.84 / Avg: 45.86 / Max: 57.01 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: 18.19 / Avg: 113.58 / Max: 154.46 Min: 9.82 / Avg: 66.41 / Max: 95.02 Min: 9.53 / Avg: 76.61 / Max: 127.01 Min: 8.9 / Avg: 76.97 / Max: 119.89 Min: 14.69 / Avg: 83.86 / Max: 130.59 Min: 15.43 / Avg: 81.51 / Max: 124.13 Min: 9.12 / Avg: 76.7 / Max: 121.49 Min: 6.91 / Avg: 95.45 / Max: 179.38 Min: 24.83 / Avg: 108.7 / Max: 182.31
cl-mem GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better cl-mem 2017-01-13 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 38 / Avg: 44.19 / Max: 46 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: 41 / Avg: 46.97 / Max: 50 Min: 41 / Avg: 44.91 / Max: 47 Min: 43 / Avg: 48.22 / Max: 51 Min: 43 / Avg: 51.52 / Max: 57 Min: 41 / Avg: 45.88 / Max: 49 Min: 61 / Avg: 63.74 / Max: 65 Min: 56 / Avg: 61.45 / Max: 64 Min: 43 / Avg: 44.94 / Max: 46 Min: 54 / Avg: 57.67 / Max: 60 Min: 69 / Avg: 70.14 / Max: 71 Min: 64 / Avg: 67.47 / Max: 70 Min: 42 / Avg: 47.19 / Max: 50 Min: 40 / Avg: 45.84 / Max: 49 Min: 45 / Avg: 49.78 / Max: 53 Min: 39 / Avg: 42.89 / Max: 46 Min: 53 / Avg: 57.84 / Max: 61 Min: 40 / Avg: 43.87 / Max: 47 Min: 44 / Avg: 47.91 / Max: 51 Min: 44 / Avg: 48.5 / Max: 52
clpeak OpenCL Test: Global Memory Bandwidth OpenBenchmarking.org GBPS, More Is Better clpeak OpenCL Test: Global Memory Bandwidth GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 110 220 330 440 550 SE +/- 0.07, N = 11 SE +/- 0.04, N = 10 SE +/- 0.04, N = 11 SE +/- 0.01, N = 11 SE +/- 0.11, N = 15 SE +/- 0.06, N = 12 SE +/- 0.02, N = 13 SE +/- 0.06, N = 11 SE +/- 0.16, N = 12 SE +/- 0.12, N = 12 SE +/- 0.02, N = 13 SE +/- 0.01, N = 13 SE +/- 0.02, N = 12 SE +/- 0.01, N = 13 SE +/- 0.13, N = 15 SE +/- 0.09, N = 9 SE +/- 0.15, N = 12 SE +/- 0.06, N = 13 SE +/- 0.05, N = 13 SE +/- 0.10, N = 13 SE +/- 0.07, N = 13 SE +/- 0.14, N = 13 SE +/- 0.46, N = 12 SE +/- 0.05, N = 13 92.34 147.66 197.20 198.18 223.14 105.31 156.86 158.15 276.35 234.91 90.18 82.23 144.56 165.29 264.74 246.43 276.94 368.94 369.30 369.62 369.23 405.92 506.90 530.79 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak OpenCL Test: Global Memory Bandwidth OpenBenchmarking.org GBPS Per Watt, More Is Better clpeak OpenCL Test: Global Memory Bandwidth GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 2 4 6 8 10 3.40 3.41 3.59 5.01 6.03 5.58 6.43 6.75 2.14 1.95 2.33 2.39 2.63 2.13 5.98 7.21 7.89 6.55 6.53 7.49 6.23 6.85
clpeak GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 5.94 / Avg: 21.03 / Max: 49.94 Min: 6.73 / Avg: 26.03 / Max: 65.39 Min: 6.82 / Avg: 28.33 / Max: 64.09 Min: 11.71 / Avg: 42.96 / Max: 108.2 Min: 7.9 / Avg: 34.8 / Max: 91.2 Min: 11.72 / Avg: 42.12 / Max: 64.29 Min: 26.72 / Avg: 42.27 / Max: 63.07 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: 72.66 / Avg: 115.96 / Max: 169.56 Min: 9.76 / Avg: 46.29 / Max: 113.61 Min: 9.89 / Avg: 51.14 / Max: 150.47 Min: 9.21 / Avg: 46.8 / Max: 141.86 Min: 14.77 / Avg: 56.41 / Max: 155.24 Min: 16.08 / Avg: 56.53 / Max: 146.62 Min: 9.06 / Avg: 54.2 / Max: 148.63 Min: 8.04 / Avg: 81.32 / Max: 221.57 Min: 26.18 / Avg: 77.48 / Max: 220.21
clpeak GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better clpeak GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 13 26 39 52 65 Min: 42 / Avg: 44.19 / Max: 46 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: 39 / Avg: 41.72 / Max: 46 Min: 43 / Avg: 45.17 / Max: 47 Min: 43 / Avg: 45.17 / Max: 48 Min: 44 / Avg: 51.16 / Max: 60 Min: 40 / Avg: 42.47 / Max: 46 Min: 53 / Avg: 58.42 / Max: 62 Min: 54 / Avg: 56 / Max: 58 Min: 41 / Avg: 43.25 / Max: 45 Min: 56 / Avg: 57.33 / Max: 60 Min: 61 / Avg: 63.08 / Max: 65 Min: 61 / Avg: 63.91 / Max: 67 Min: 44 / Avg: 46.48 / Max: 50 Min: 44 / Avg: 45.95 / Max: 50 Min: 44 / Avg: 46.51 / Max: 51 Min: 42 / Avg: 43.98 / Max: 48 Min: 52 / Avg: 53.51 / Max: 57 Min: 41 / Avg: 43.52 / Max: 48 Min: 49 / Avg: 51.02 / Max: 55 Min: 49 / Avg: 50.95 / Max: 55
clpeak OpenCL Test: Single-Precision Float OpenBenchmarking.org GFLOPS, More Is Better clpeak OpenCL Test: Single-Precision Float GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 3K 6K 9K 12K 15K SE +/- 51.80, N = 15 SE +/- 76.28, N = 15 SE +/- 112.12, N = 15 SE +/- 3.15, N = 13 SE +/- 104.59, N = 15 SE +/- 21.41, N = 13 SE +/- 49.35, N = 15 SE +/- 27.06, N = 12 SE +/- 43.47, N = 15 SE +/- 56.79, N = 15 SE +/- 28.68, N = 15 SE +/- 19.60, N = 13 SE +/- 48.39, N = 15 SE +/- 36.45, N = 13 SE +/- 62.62, N = 15 SE +/- 71.02, N = 15 SE +/- 67.09, N = 15 SE +/- 85.70, N = 15 SE +/- 92.93, N = 15 SE +/- 77.74, N = 15 SE +/- 73.37, N = 15 SE +/- 38.81, N = 13 SE +/- 177.79, N = 15 SE +/- 206.22, N = 15 2331.18 4110.71 6093.02 6788.40 8218.62 2673.64 4123.66 4543.64 4440.23 4778.23 1974.96 2604.97 3874.98 4472.77 5512.89 6121.76 5417.55 7034.77 7265.91 8540.73 9161.18 10264.38 13536.25 14178.85 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak OpenCL Test: Single-Precision Float OpenBenchmarking.org GFLOPS Per Watt, More Is Better clpeak OpenCL Test: Single-Precision Float GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 40 80 120 160 200 108.23 122.80 141.08 151.21 165.34 196.49 119.96 172.74 50.81 60.09 62.20 60.52 56.52 59.20 140.61 132.83 141.26 155.29 158.55 197.54 169.42 154.83
clpeak GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 5.83 / Avg: 17.68 / Max: 48.63 Min: 6.73 / Avg: 24.94 / Max: 64.76 Min: 6.77 / Avg: 23.12 / Max: 65.88 Min: 11.55 / Avg: 37.01 / Max: 87.25 Min: 7.77 / Avg: 27.66 / Max: 77.07 Min: 10.76 / Avg: 38.87 / Max: 66.5 Min: 25.39 / Avg: 43.35 / Max: 78.13 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: 73.61 / Avg: 103.4 / Max: 173.43 Min: 9.69 / Avg: 38.53 / Max: 112.04 Min: 9.79 / Avg: 52.96 / Max: 127.22 Min: 8.97 / Avg: 51.44 / Max: 121 Min: 14.82 / Avg: 55 / Max: 139.79 Min: 15.74 / Avg: 57.78 / Max: 153.32 Min: 9.13 / Avg: 51.96 / Max: 154.62 Min: 7.42 / Avg: 79.9 / Max: 222.45 Min: 25.37 / Avg: 91.58 / Max: 238.89
clpeak GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better clpeak GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 13 26 39 52 65 Min: 40 / Avg: 42.77 / Max: 49 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: 37 / Avg: 39.51 / Max: 45 Min: 42 / Avg: 43.37 / Max: 46 Min: 41 / Avg: 43.05 / Max: 47 Min: 44 / Avg: 50.88 / Max: 59 Min: 39 / Avg: 41.4 / Max: 46 Min: 53 / Avg: 60.08 / Max: 69 Min: 54 / Avg: 58.82 / Max: 65 Min: 42 / Avg: 43.68 / Max: 49 Min: 54 / Avg: 56.65 / Max: 61 Min: 62 / Avg: 64.64 / Max: 67 Min: 65 / Avg: 66.09 / Max: 69 Min: 42 / Avg: 44.09 / Max: 49 Min: 42 / Avg: 44.89 / Max: 50 Min: 42 / Avg: 45.28 / Max: 49 Min: 40 / Avg: 42.42 / Max: 47 Min: 49 / Avg: 51.93 / Max: 56 Min: 40 / Avg: 41.69 / Max: 46 Min: 46 / Avg: 49.5 / Max: 54 Min: 47 / Avg: 49.86 / Max: 55
clpeak OpenCL Test: Double-Precision Double OpenBenchmarking.org GFLOPS, More Is Better clpeak OpenCL Test: Double-Precision Double GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 120 240 360 480 600 SE +/- 0.14, N = 4 SE +/- 0.23, N = 3 SE +/- 0.38, N = 4 SE +/- 0.06, N = 3 SE +/- 0.60, N = 3 SE +/- 0.27, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.46, N = 3 SE +/- 0.17, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.11, N = 3 SE +/- 0.14, N = 3 SE +/- 0.58, N = 3 SE +/- 0.69, N = 3 SE +/- 0.71, N = 3 SE +/- 0.00, N = 3 SE +/- 0.91, N = 3 SE +/- 0.03, N = 3 SE +/- 1.30, N = 3 SE +/- 1.32, N = 3 84.60 150.68 223.60 242.70 298.46 109.20 157.98 168.56 172.49 184.34 69.87 92.41 137.48 159.72 197.23 219.42 232.17 261.89 267.79 308.86 345.11 376.32 522.22 548.26 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak OpenCL Test: Double-Precision Double OpenBenchmarking.org GFLOPS Per Watt, More Is Better clpeak OpenCL Test: Double-Precision Double GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 1.0148 2.0296 3.0444 4.0592 5.074 3.17 3.44 3.80 3.75 4.05 4.51 3.07 4.05 1.46 1.76 1.80 1.78 1.68 1.77 3.47 3.33 3.73 3.72 3.65 4.31 4.19 3.98
clpeak GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 5.89 / Avg: 29.14 / Max: 32.44 Min: 6.69 / Avg: 39.04 / Max: 42.31 Min: 6.88 / Avg: 37.38 / Max: 40.82 Min: 11.51 / Avg: 56.17 / Max: 64.43 Min: 8.02 / Avg: 45.57 / Max: 50.18 Min: 10.94 / Avg: 47.84 / Max: 53.44 Min: 27 / Avg: 52.39 / Max: 56.16 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: 74.08 / Avg: 124.1 / Max: 132.77 Min: 9.77 / Avg: 66.93 / Max: 76.73 Min: 10.24 / Avg: 78.6 / Max: 85.65 Min: 8.98 / Avg: 71.77 / Max: 78.52 Min: 14.8 / Avg: 83.1 / Max: 90.69 Min: 15.41 / Avg: 94.68 / Max: 108.82 Min: 9.08 / Avg: 87.4 / Max: 96.43 Min: 7.74 / Avg: 124.66 / Max: 137.37 Min: 25.14 / Avg: 137.68 / Max: 152.18
clpeak GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better clpeak GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 41 / Avg: 45.47 / Max: 47 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: 36 / Avg: 42.02 / Max: 44 Min: 41 / Avg: 45.04 / Max: 47 Min: 40 / Avg: 45.24 / Max: 48 Min: 45 / Avg: 51.82 / Max: 56 Min: 38 / Avg: 45.23 / Max: 48 Min: 56 / Avg: 64.55 / Max: 67 Min: 59 / Avg: 63.91 / Max: 65 Min: 42 / Avg: 47.54 / Max: 50 Min: 56 / Avg: 61.46 / Max: 64 Min: 65 / Avg: 69.66 / Max: 72 Min: 65 / Avg: 70.26 / Max: 73 Min: 40 / Avg: 47.44 / Max: 50 Min: 41 / Avg: 49.2 / Max: 52 Min: 42 / Avg: 50.54 / Max: 54 Min: 39 / Avg: 45.22 / Max: 47 Min: 49 / Avg: 58.62 / Max: 64 Min: 39 / Avg: 44.83 / Max: 47 Min: 45 / Avg: 54.02 / Max: 58 Min: 46 / Avg: 55.06 / Max: 59
clpeak OpenCL Test: Integer Compute INT OpenBenchmarking.org GIOPS, More Is Better clpeak OpenCL Test: Integer Compute INT GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 3K 6K 9K 12K 15K SE +/- 10.24, N = 15 SE +/- 10.83, N = 15 SE +/- 6.03, N = 12 SE +/- 0.30, N = 10 SE +/- 7.00, N = 10 SE +/- 1.93, N = 13 SE +/- 41.07, N = 15 SE +/- 10.20, N = 12 SE +/- 6.44, N = 12 SE +/- 49.36, N = 15 SE +/- 4.46, N = 15 SE +/- 3.50, N = 9 SE +/- 8.78, N = 10 SE +/- 1.81, N = 8 SE +/- 8.22, N = 9 SE +/- 10.01, N = 9 SE +/- 65.66, N = 15 SE +/- 81.72, N = 15 SE +/- 83.63, N = 15 SE +/- 66.40, N = 12 SE +/- 51.79, N = 12 SE +/- 58.52, N = 13 SE +/- 23.37, N = 12 SE +/- 169.21, N = 15 719.46 1275.12 1695.79 2076.45 2430.55 2641.38 4128.39 4338.67 4280.55 4734.36 593.76 789.99 1145.14 1306.51 1612.52 1757.81 5356.84 6930.21 7133.77 8484.41 9141.23 10266.72 13629.37 13783.93 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak OpenCL Test: Integer Compute INT OpenBenchmarking.org GIOPS Per Watt, More Is Better clpeak OpenCL Test: Integer Compute INT GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 30 60 90 120 150 20.82 25.67 26.36 126.24 136.19 144.64 97.06 129.22 10.27 9.96 12.09 11.17 10.68 11.41 115.24 109.84 121.36 124.06 127.85 156.39 150.19 131.83
clpeak GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 5.86 / Avg: 20.92 / Max: 68.73 Min: 6.64 / Avg: 30.31 / Max: 98.17 Min: 6.8 / Avg: 30 / Max: 103.08 Min: 11.31 / Avg: 44.1 / Max: 128.36 Min: 7.93 / Avg: 36.64 / Max: 122.25 Min: 10.66 / Avg: 57.82 / Max: 109.21 Min: 25.66 / Avg: 79.35 / Max: 143.77 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: 75.05 / Avg: 154.12 / Max: 249.46 Min: 9.69 / Avg: 46.48 / Max: 162.89 Min: 9.91 / Avg: 63.1 / Max: 178.71 Min: 8.66 / Avg: 58.78 / Max: 177.55 Min: 15.16 / Avg: 68.39 / Max: 215.86 Min: 15.97 / Avg: 71.5 / Max: 219.93 Min: 9.15 / Avg: 65.65 / Max: 248.15 Min: 7.45 / Avg: 90.75 / Max: 256.14 Min: 26.07 / Avg: 104.56 / Max: 286.49
clpeak GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better clpeak GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 16 32 48 64 80 Min: 40 / Avg: 49.65 / Max: 64 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: 38 / Avg: 40.86 / Max: 49 Min: 43 / Avg: 44.9 / Max: 49 Min: 43 / Avg: 45.32 / Max: 52 Min: 44 / Avg: 49.84 / Max: 61 Min: 41 / Avg: 44.38 / Max: 52 Min: 50 / Avg: 62.41 / Max: 82 Min: 55 / Avg: 64.23 / Max: 74 Min: 42 / Avg: 50.88 / Max: 61 Min: 57 / Avg: 65.57 / Max: 72 Min: 66 / Avg: 73.28 / Max: 79 Min: 66 / Avg: 72.52 / Max: 78 Min: 43 / Avg: 45.35 / Max: 52 Min: 44 / Avg: 47.95 / Max: 54 Min: 47 / Avg: 50.13 / Max: 55 Min: 41 / Avg: 44.64 / Max: 52 Min: 56 / Avg: 58.28 / Max: 63 Min: 42 / Avg: 44.25 / Max: 52 Min: 50 / Avg: 52.72 / Max: 58 Min: 51 / Avg: 53.8 / Max: 59
Darktable GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darktable GPU Power Consumption Monitor TITAN RTX 40 80 120 160 200 Min: 24.51 / Avg: 72.14 / Max: 236.96
Darktable GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darktable GPU Temperature Monitor TITAN RTX 10 20 30 40 50 Min: 40 / Avg: 42.66 / Max: 48
Darktable GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darktable GPU Power Consumption Monitor TITAN RTX 20 40 60 80 100 Min: 24.52 / Avg: 56.98 / Max: 89.35
Darktable GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darktable GPU Temperature Monitor TITAN RTX 9 18 27 36 45 Min: 41 / Avg: 42.09 / Max: 43
Darktable GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darktable GPU Power Consumption Monitor TITAN RTX 30 60 90 120 150 Min: 24.59 / Avg: 62.16 / Max: 145.89
Darktable GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darktable GPU Temperature Monitor TITAN RTX 9 18 27 36 45 Min: 40 / Avg: 41.68 / Max: 43
Darktable GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darktable GPU Power Consumption Monitor TITAN RTX 12 24 36 48 60 Min: 24.5 / Avg: 39.6 / Max: 59.07
Darktable GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darktable GPU Temperature Monitor TITAN RTX 9 18 27 36 45 Min: 39 / Avg: 39.79 / Max: 41
Darktable Test: Boat - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.0.1 Test: Boat - Acceleration: OpenCL GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 3 6 9 12 15 SE +/- 0.042, N = 4 SE +/- 0.012, N = 8 SE +/- 0.009, N = 9 SE +/- 0.012, N = 8 SE +/- 0.006, N = 9 SE +/- 0.022, N = 4 SE +/- 0.027, N = 7 SE +/- 0.007, N = 8 SE +/- 0.010, N = 9 SE +/- 0.006, N = 9 SE +/- 0.031, N = 4 SE +/- 0.046, N = 4 SE +/- 0.014, N = 7 SE +/- 0.014, N = 8 SE +/- 0.013, N = 8 SE +/- 0.035, N = 4 SE +/- 0.004, N = 9 SE +/- 0.007, N = 10 SE +/- 0.007, N = 10 SE +/- 0.009, N = 10 SE +/- 0.003, N = 10 SE +/- 0.006, N = 10 SE +/- 0.007, N = 10 SE +/- 0.008, N = 9 12.307 3.517 2.709 2.741 2.546 12.406 5.070 3.173 2.607 2.757 12.392 12.400 4.311 3.764 3.017 12.388 2.092 1.794 1.776 1.780 1.742 1.680 1.492 1.491
Darktable Test: Masskrug - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.0.1 Test: Masskrug - Acceleration: OpenCL GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 1.0701 2.1402 3.2103 4.2804 5.3505 SE +/- 0.014, N = 7 SE +/- 0.009, N = 8 SE +/- 0.008, N = 8 SE +/- 0.016, N = 8 SE +/- 0.011, N = 8 SE +/- 0.018, N = 7 SE +/- 0.023, N = 7 SE +/- 0.012, N = 8 SE +/- 0.011, N = 8 SE +/- 0.012, N = 8 SE +/- 0.011, N = 7 SE +/- 0.023, N = 7 SE +/- 0.022, N = 7 SE +/- 0.023, N = 7 SE +/- 0.012, N = 8 SE +/- 0.019, N = 7 SE +/- 0.014, N = 8 SE +/- 0.015, N = 9 SE +/- 0.009, N = 9 SE +/- 0.009, N = 8 SE +/- 0.019, N = 8 SE +/- 0.014, N = 9 SE +/- 0.009, N = 9 SE +/- 0.011, N = 8 4.294 3.169 2.974 2.998 2.974 4.329 4.756 3.097 3.030 3.091 4.307 4.281 4.610 4.543 3.227 4.324 2.835 2.763 2.744 2.804 2.794 2.764 2.755 2.792
Darktable Test: Server Room - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.0.1 Test: Server Room - Acceleration: OpenCL GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.8323 1.6646 2.4969 3.3292 4.1615 SE +/- 0.008, N = 7 SE +/- 0.002, N = 10 SE +/- 0.004, N = 10 SE +/- 0.001, N = 10 SE +/- 0.003, N = 10 SE +/- 0.003, N = 7 SE +/- 0.006, N = 8 SE +/- 0.001, N = 10 SE +/- 0.002, N = 10 SE +/- 0.002, N = 10 SE +/- 0.006, N = 7 SE +/- 0.009, N = 8 SE +/- 0.017, N = 8 SE +/- 0.004, N = 8 SE +/- 0.002, N = 10 SE +/- 0.008, N = 7 SE +/- 0.001, N = 11 SE +/- 0.001, N = 11 SE +/- 0.001, N = 11 SE +/- 0.002, N = 11 SE +/- 0.001, N = 11 SE +/- 0.001, N = 11 SE +/- 0.002, N = 11 SE +/- 0.002, N = 11 3.677 1.301 1.112 1.166 1.095 3.693 2.903 1.195 1.082 1.166 3.684 3.672 2.862 2.730 1.398 3.699 0.844 0.777 0.772 0.821 0.818 0.809 0.759 0.767
Darktable Test: Server Rack - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.0.1 Test: Server Rack - Acceleration: OpenCL GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.0432 0.0864 0.1296 0.1728 0.216 SE +/- 0.004, N = 15 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 +/- 0.000, N = 13 SE +/- 0.001, N = 15 SE +/- 0.004, N = 15 SE +/- 0.004, N = 15 SE +/- 0.001, N = 15 SE +/- 0.001, N = 13 SE +/- 0.001, N = 15 SE +/- 0.003, N = 15 SE +/- 0.001, N = 13 SE +/- 0.001, N = 13 SE +/- 0.001, N = 13 SE +/- 0.000, N = 13 SE +/- 0.001, N = 15 SE +/- 0.001, N = 15 SE +/- 0.001, N = 13 SE +/- 0.000, N = 13 0.192 0.124 0.117 0.117 0.111 0.185 0.121 0.113 0.104 0.106 0.191 0.191 0.163 0.162 0.164 0.189 0.104 0.101 0.102 0.098 0.099 0.099 0.100 0.103
Darktable GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darktable 3.0.1 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti 13 26 39 52 65 Min: 35 / Avg: 35.81 / Max: 36 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: 34 / Avg: 34.84 / Max: 36 Min: 36 / Avg: 39.69 / Max: 43 Min: 36 / Avg: 40.59 / Max: 46 Min: 43 / Avg: 50.51 / Max: 62 Min: 35 / Avg: 40.52 / Max: 47 Min: 45 / Avg: 47.22 / Max: 48 Min: 47 / Avg: 47.6 / Max: 48 Min: 35 / Avg: 40.64 / Max: 47 Min: 44 / Avg: 50.29 / Max: 56 Min: 54 / Avg: 60.59 / Max: 67 Min: 52 / Avg: 53.8 / Max: 55 Min: 37 / Avg: 41.7 / Max: 49 Min: 36 / Avg: 40.62 / Max: 47 Min: 39 / Avg: 43.07 / Max: 49 Min: 35 / Avg: 38.67 / Max: 45 Min: 48 / Avg: 51.6 / Max: 57 Min: 37 / Avg: 40.56 / Max: 46 Min: 40 / Avg: 42.68 / Max: 48
Darktable GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darktable 3.0.1 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti 13 26 39 52 65 Min: 35 / Avg: 35.32 / Max: 36 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: 33 / Avg: 34.61 / Max: 35 Min: 38 / Avg: 39.42 / Max: 41 Min: 39 / Avg: 40.09 / Max: 43 Min: 42 / Avg: 47.91 / Max: 53 Min: 38 / Avg: 39.21 / Max: 43 Min: 44 / Avg: 46.36 / Max: 47 Min: 47 / Avg: 47.84 / Max: 48 Min: 40 / Avg: 41.38 / Max: 44 Min: 52 / Avg: 53 / Max: 54 Min: 65 / Avg: 65.31 / Max: 67 Min: 55 / Avg: 55.77 / Max: 57 Min: 39 / Avg: 40.43 / Max: 43 Min: 38 / Avg: 39.11 / Max: 42 Min: 41 / Avg: 42.18 / Max: 44 Min: 36 / Avg: 37.8 / Max: 41 Min: 50 / Avg: 51.29 / Max: 53 Min: 38 / Avg: 39.62 / Max: 42 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 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti 13 26 39 52 65 Min: 34 / Avg: 34.96 / Max: 35 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: 33 / Avg: 33.7 / Max: 34 Min: 38 / Avg: 38.96 / Max: 40 Min: 38 / Avg: 39.17 / Max: 43 Min: 46 / Avg: 51.77 / Max: 59 Min: 36 / Avg: 38.41 / Max: 42 Min: 44 / Avg: 45.66 / Max: 47 Min: 47 / Avg: 47.88 / Max: 48 Min: 39 / Avg: 40.7 / Max: 44 Min: 51 / Avg: 52.71 / Max: 55 Min: 63 / Avg: 64.9 / Max: 67 Min: 56 / Avg: 56.73 / Max: 58 Min: 38 / Avg: 40.25 / Max: 43 Min: 36 / Avg: 38.71 / Max: 41 Min: 40 / Avg: 41.47 / Max: 44 Min: 36 / Avg: 37.29 / Max: 40 Min: 49 / Avg: 50.43 / Max: 52 Min: 37 / Avg: 39.14 / Max: 42 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 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti 13 26 39 52 65 Min: 34 / Avg: 34.93 / Max: 36 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: 32 / Avg: 33.22 / Max: 34 Min: 36 / Avg: 37.08 / Max: 38 Min: 36 / Avg: 37.03 / Max: 38 Min: 45 / Avg: 46.93 / Max: 49 Min: 34 / Avg: 35.91 / Max: 38 Min: 43 / Avg: 44.35 / Max: 46 Min: 47 / Avg: 47.95 / Max: 48 Min: 39 / Avg: 40.31 / Max: 41 Min: 52 / Avg: 52.97 / Max: 53 Min: 65 / Avg: 65.4 / Max: 66 Min: 56 / Avg: 57.57 / Max: 58 Min: 37 / Avg: 37.93 / Max: 39 Min: 35 / Avg: 36.39 / Max: 38 Min: 38 / Avg: 39.1 / Max: 41 Min: 34 / Avg: 35.41 / Max: 37 Min: 46 / Avg: 47.53 / Max: 50 Min: 36 / Avg: 37.28 / Max: 39 Min: 38 / Avg: 39.59 / Max: 41
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 5.87 / Avg: 14.99 / Max: 17.38 Min: 6.6 / Avg: 37.06 / Max: 78.56 Min: 6.75 / Avg: 35.07 / Max: 82.17 Min: 11.4 / Avg: 52.33 / Max: 120.94 Min: 7.82 / Avg: 43.78 / Max: 107.21 Min: 10.56 / Avg: 23.48 / Max: 26.63 Min: 25.19 / Avg: 26.31 / Max: 27.28 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: 70.92 / Avg: 73.27 / Max: 76.64 Min: 9.73 / Avg: 51.62 / Max: 143.08 Min: 9.63 / Avg: 57.48 / Max: 178.38 Min: 8.41 / Avg: 53.46 / Max: 167.7 Min: 14.63 / Avg: 62.56 / Max: 192.76 Min: 14.88 / Avg: 61.64 / Max: 175.23 Min: 10.23 / Avg: 61.59 / Max: 213.3 Min: 7.03 / Avg: 73.59 / Max: 252.25
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 5.82 / Avg: 13.26 / Max: 17.32 Min: 6.53 / Avg: 23.96 / Max: 65.39 Min: 6.82 / Avg: 21.22 / Max: 75.11 Min: 11.19 / Avg: 34.69 / Max: 100.93 Min: 7.72 / Avg: 25.06 / Max: 71.63 Min: 9.32 / Avg: 21.27 / Max: 26.67 Min: 25.95 / Avg: 26.38 / Max: 27.3 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: 71.41 / Avg: 74.35 / Max: 77.02 Min: 9.67 / Avg: 36.13 / Max: 78.64 Min: 10.01 / Avg: 37.11 / Max: 68.3 Min: 9.43 / Avg: 34.67 / Max: 79.14 Min: 14.78 / Avg: 43.97 / Max: 88.1 Min: 15.76 / Avg: 47.28 / Max: 74.56 Min: 9.59 / Avg: 43.64 / Max: 66.75 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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 5.83 / Avg: 13.88 / Max: 17.4 Min: 6.59 / Avg: 26.61 / Max: 61.28 Min: 6.78 / Avg: 21.06 / Max: 80.64 Min: 11.53 / Avg: 36.71 / Max: 115.51 Min: 7.72 / Avg: 27.66 / Max: 97.72 Min: 9.9 / Avg: 21.41 / Max: 26.64 Min: 25.18 / Avg: 26.43 / Max: 27.29 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: 71.79 / Avg: 74.65 / Max: 77.21 Min: 9.76 / Avg: 38.93 / Max: 117.8 Min: 9.93 / Avg: 43.07 / Max: 113.98 Min: 8.6 / Avg: 39 / Max: 126.15 Min: 15.15 / Avg: 46.43 / Max: 127.94 Min: 16.01 / Avg: 51.9 / Max: 113.68 Min: 9.08 / Avg: 44.42 / Max: 129.55 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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 5.77 / Avg: 11.18 / Max: 17.39 Min: 6.66 / Avg: 13.37 / Max: 22.78 Min: 6.84 / Avg: 13.08 / Max: 20.75 Min: 11.31 / Avg: 22.96 / Max: 45.06 Min: 7.51 / Avg: 16.55 / Max: 29.52 Min: 10.47 / Avg: 18.88 / Max: 27 Min: 26.04 / Avg: 26.59 / Max: 27.94 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: 71.89 / Avg: 75.98 / Max: 77.49 Min: 9.65 / Avg: 23.06 / Max: 39.68 Min: 9.56 / Avg: 24.19 / Max: 50.13 Min: 8.22 / Avg: 22.51 / Max: 46.59 Min: 14.87 / Avg: 30.51 / Max: 57.06 Min: 14.65 / Avg: 33.49 / Max: 51.25 Min: 8.94 / Avg: 28.67 / Max: 56.24 Min: 6.57 / Avg: 30.59 / Max: 58.21
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 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 500 1000 1500 2000 2500 SE +/- 6.06, N = 4 SE +/- 3.33, N = 5 SE +/- 7.62, N = 5 SE +/- 0.67, N = 5 SE +/- 5.86, N = 5 SE +/- 8.11, N = 4 SE +/- 1.34, N = 5 SE +/- 9.93, N = 5 SE +/- 3.67, N = 5 SE +/- 6.33, N = 5 SE +/- 1.01, N = 4 SE +/- 2.79, N = 4 SE +/- 1.83, N = 4 SE +/- 2.91, N = 5 SE +/- 5.50, N = 4 SE +/- 3.18, N = 4 SE +/- 6.16, N = 5 SE +/- 4.74, N = 5 SE +/- 9.09, N = 5 SE +/- 4.72, N = 5 SE +/- 4.22, N = 5 SE +/- 6.61, N = 5 SE +/- 5.93, N = 5 SE +/- 9.59, N = 5 1759.04 2076.48 2243.10 2223.78 2345.38 1983.67 2143.59 2174.72 2175.96 2223.07 1591.64 1778.01 1928.88 1976.41 1908.81 1953.25 2263.12 2326.88 2309.01 2264.37 2245.82 2326.55 2268.23 2279.14 1. (CXX) g++ options: -O3 -m64 -std=c++11 -lcudadevrt -lcudart_static -lrt -lpthread -ldl
Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: Euclidean Cluster OpenBenchmarking.org Test Cases Per Minute Per Watt, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: Euclidean Cluster GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 20 40 60 80 100 50.12 41.02 39.70 77.34 72.63 77.43 51.35 65.09 35.51 38.10 29.64 26.69 20.15 19.56 46.44 43.76 46.27 39.01 33.99 40.41 31.67 28.96
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 6.66 / Avg: 25.65 / Max: 34.35 Min: 7.06 / Avg: 29.51 / Max: 40.46 Min: 7.21 / Avg: 28.09 / Max: 38.6 Min: 11.43 / Avg: 42.37 / Max: 57.5 Min: 8.25 / Avg: 34.16 / Max: 47.91 Min: 10.56 / Avg: 44.82 / Max: 55.55 Min: 25.48 / Avg: 46.67 / Max: 60.32 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: 74 / Avg: 99.84 / Max: 110.9 Min: 9.9 / Avg: 48.73 / Max: 68.47 Min: 9.82 / Avg: 53.17 / Max: 74.23 Min: 10.59 / Avg: 49.91 / Max: 70.71 Min: 15.39 / Avg: 58.04 / Max: 79.53 Min: 17.35 / Avg: 66.07 / Max: 88.79 Min: 9.83 / Avg: 57.57 / Max: 78.56 Min: 10.33 / Avg: 71.62 / Max: 104.75 Min: 27.16 / Avg: 78.7 / Max: 111.99
Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 45 / Avg: 49.5 / Max: 52 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: 47 / Avg: 51.81 / Max: 55 Min: 50 / Avg: 53.32 / Max: 57 Min: 50 / Avg: 54.26 / Max: 59 Min: 43 / Avg: 48.41 / Max: 54 Min: 42 / Avg: 46.52 / Max: 50 Min: 47 / Avg: 58.26 / Max: 63 Min: 53 / Avg: 57.48 / Max: 59 Min: 47 / Avg: 50.89 / Max: 54 Min: 62 / Avg: 64.45 / Max: 68 Min: 65 / Avg: 67.3 / Max: 70 Min: 65 / Avg: 66.93 / Max: 70 Min: 50 / Avg: 54.48 / Max: 58 Min: 51 / Avg: 55.34 / Max: 59 Min: 51 / Avg: 56.25 / Max: 62 Min: 50 / Avg: 55.1 / Max: 59 Min: 58 / Avg: 62.67 / Max: 68 Min: 52 / Avg: 56.43 / Max: 61 Min: 56 / Avg: 61.06 / Max: 66 Min: 51 / Avg: 53.75 / Max: 56
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 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 80 160 240 320 400 SE +/- 1.02, N = 3 SE +/- 0.67, N = 3 SE +/- 2.24, N = 3 SE +/- 2.01, N = 3 SE +/- 1.38, N = 3 SE +/- 1.36, N = 3 SE +/- 0.20, N = 3 SE +/- 0.15, N = 3 SE +/- 2.54, N = 3 SE +/- 2.24, N = 3 SE +/- 1.45, N = 3 SE +/- 2.15, N = 3 SE +/- 0.82, N = 3 SE +/- 0.61, N = 3 SE +/- 2.08, N = 3 SE +/- 1.91, N = 3 SE +/- 0.47, N = 3 SE +/- 1.17, N = 3 SE +/- 2.26, N = 3 SE +/- 0.37, N = 3 SE +/- 1.78, N = 3 SE +/- 0.33, N = 3 SE +/- 0.87, N = 3 SE +/- 1.41, N = 3 305.07 333.47 345.44 349.12 348.29 287.07 313.80 314.71 320.97 321.77 294.13 308.28 324.70 333.52 339.21 339.75 332.00 338.08 339.12 338.65 341.84 344.19 350.37 343.61 1. (CXX) g++ options: -O3 -m64 -std=c++11 -lcudadevrt -lcudart_static -lrt -lpthread -ldl
Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: NDT Mapping OpenBenchmarking.org Test Cases Per Minute Per Watt, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: NDT Mapping GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 3 6 9 12 15 9.71 7.33 7.18 11.90 11.74 12.63 7.81 10.30 6.79 7.35 5.77 5.29 3.93 3.68 7.59 6.96 7.70 6.30 6.25 6.63 6.35 5.52
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 6.28 / Avg: 24.13 / Max: 44.28 Min: 6.87 / Avg: 26.73 / Max: 50.13 Min: 6.91 / Avg: 24.92 / Max: 47.2 Min: 11.65 / Avg: 41.1 / Max: 70.35 Min: 7.78 / Avg: 31.25 / Max: 57.05 Min: 11.04 / Avg: 43.32 / Max: 65.88 Min: 25.57 / Avg: 41.95 / Max: 69.08 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: 73.34 / Avg: 92.3 / Max: 110.16 Min: 9.74 / Avg: 43.76 / Max: 77.44 Min: 9.82 / Avg: 48.58 / Max: 82.11 Min: 8.8 / Avg: 44.06 / Max: 79.08 Min: 14.81 / Avg: 53.76 / Max: 85.28 Min: 15.93 / Avg: 54.74 / Max: 87.62 Min: 9.5 / Avg: 51.88 / Max: 87.71 Min: 8.56 / Avg: 55.21 / Max: 92 Min: 25.75 / Avg: 62.23 / Max: 95
Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 13 26 39 52 65 Min: 41 / Avg: 43.24 / Max: 46 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: 41 / Avg: 43.79 / Max: 46 Min: 45 / Avg: 46.5 / Max: 49 Min: 43 / Avg: 44.77 / Max: 47 Min: 47 / Avg: 51.21 / Max: 57 Min: 40 / Avg: 41.4 / Max: 43 Min: 57 / Avg: 62.18 / Max: 65 Min: 56 / Avg: 58.62 / Max: 61 Min: 41 / Avg: 43.57 / Max: 46 Min: 55 / Avg: 57.08 / Max: 60 Min: 62 / Avg: 62.86 / Max: 64 Min: 62 / Avg: 63.02 / Max: 64 Min: 46 / Avg: 47.83 / Max: 50 Min: 45 / Avg: 47.12 / Max: 50 Min: 44 / Avg: 46.55 / Max: 49 Min: 44 / Avg: 46.47 / Max: 49 Min: 53 / Avg: 54.09 / Max: 56 Min: 45 / Avg: 47.83 / Max: 51 Min: 49 / Avg: 51.08 / Max: 54 Min: 47 / Avg: 48.3 / Max: 50
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 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 3K 6K 9K 12K 15K SE +/- 128.29, N = 3 SE +/- 136.54, N = 3 SE +/- 180.15, N = 3 SE +/- 112.38, N = 3 SE +/- 90.00, N = 3 SE +/- 175.10, N = 3 SE +/- 155.29, N = 3 SE +/- 28.64, N = 3 SE +/- 16.13, N = 3 SE +/- 35.36, N = 3 SE +/- 66.71, N = 3 SE +/- 85.88, N = 3 SE +/- 123.30, N = 3 SE +/- 75.04, N = 3 SE +/- 62.20, N = 3 SE +/- 57.16, N = 3 SE +/- 87.49, N = 3 SE +/- 146.98, N = 3 SE +/- 35.39, N = 3 SE +/- 194.60, N = 3 SE +/- 56.40, N = 3 SE +/- 64.15, N = 3 SE +/- 70.09, N = 3 SE +/- 36.56, N = 3 11780.68 11766.29 13045.86 13281.77 13141.73 12203.30 12256.66 13590.03 13933.27 13606.96 11764.71 11773.35 11485.50 11735.84 11829.86 11498.22 13398.06 13476.34 13499.17 13076.86 13228.14 12974.47 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: 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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 150 300 450 600 750 438.08 371.80 337.43 712.69 608.49 678.41 406.63 547.30 439.07 438.84 256.73 251.61 168.61 155.89 381.74 349.75 381.45 288.09 263.58 279.18 254.74 220.84
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 15 30 45 60 75 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: 5.82 / Avg: 17.12 / Max: 17.74 Min: 6.69 / Avg: 20.14 / Max: 20.7 Min: 6.82 / Avg: 20.03 / Max: 21.14 Min: 11.73 / Avg: 34.27 / Max: 37.07 Min: 8.13 / Avg: 24.86 / Max: 25.43 Min: 10.86 / Avg: 26.79 / Max: 27.29 Min: 25.18 / Avg: 26.83 / Max: 28.33 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: 71.89 / Avg: 73.76 / Max: 78.36 Min: 9.73 / Avg: 35.1 / Max: 36.54 Min: 9.49 / Avg: 38.53 / Max: 40.26 Min: 8.58 / Avg: 35.39 / Max: 36.87 Min: 14.8 / Avg: 45.39 / Max: 46.89 Min: 15.38 / Avg: 50.19 / Max: 51.73 Min: 9.09 / Avg: 46.47 / Max: 48.83 Min: 7.05 / Avg: 51.21 / Max: 53.04 Min: 24.75 / Avg: 56.77 / Max: 59.49
Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 12 24 36 48 60 Min: 36 / Avg: 36.96 / Max: 40 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: 36 / Avg: 37.45 / Max: 40 Min: 38 / Avg: 40.24 / Max: 43 Min: 37 / Avg: 38.54 / Max: 42 Min: 45 / Avg: 51.43 / Max: 55 Min: 37 / Avg: 38.36 / Max: 40 Min: 52 / Avg: 53.83 / Max: 57 Min: 51 / Avg: 53.02 / Max: 57 Min: 37 / Avg: 38.23 / Max: 41 Min: 48 / Avg: 49.59 / Max: 54 Min: 58 / Avg: 59.28 / Max: 62 Min: 58 / Avg: 58.82 / Max: 63 Min: 40 / Avg: 42.11 / Max: 45 Min: 39 / Avg: 41.11 / Max: 43 Min: 40 / Avg: 41.41 / Max: 44 Min: 39 / Avg: 40.5 / Max: 43 Min: 49 / Avg: 50.72 / Max: 51 Min: 40 / Avg: 42.14 / Max: 44 Min: 43 / Avg: 44.85 / Max: 47 Min: 42 / Avg: 43.8 / Max: 45
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 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 300 600 900 1200 1500 SE +/- 6.85, N = 3 SE +/- 8.38, N = 3 SE +/- 4.73, N = 3 SE +/- 7.67, N = 3 SE +/- 2.36, N = 3 SE +/- 0.94, N = 4 SE +/- 2.43, N = 4 SE +/- 2.01, N = 4 SE +/- 0.96, N = 4 SE +/- 1.42, N = 4 SE +/- 13.18, N = 3 SE +/- 1.80, N = 3 SE +/- 2.99, N = 3 SE +/- 1.10, N = 3 SE +/- 15.93, N = 3 SE +/- 0.86, N = 3 SE +/- 2.06, N = 4 SE +/- 1.47, N = 4 SE +/- 1.75, N = 4 SE +/- 2.13, N = 4 SE +/- 2.02, N = 4 SE +/- 2.29, N = 4 SE +/- 0.89, N = 4 SE +/- 2.28, N = 4 1219.99 1253.43 1231.44 1204.77 1218.56 1415.67 1456.66 1452.41 1466.24 1465.39 980.33 982.72 979.33 1019.04 976.75 956.54 1468.39 1475.24 1462.96 1444.27 1441.29 1448.46 1436.62 1434.17 1. (CXX) g++ options: -O3 -m64 -std=c++11 -lcudadevrt -lcudart_static -lrt -lpthread -ldl
Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: Euclidean Cluster OpenBenchmarking.org Test Cases Per Minute Per Watt, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: Euclidean Cluster GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 35.54 26.98 25.10 60.75 51.74 55.51 33.75 45.00 46.14 46.35 27.45 27.34 18.15 17.10 29.02 27.70 30.71 24.73 22.54 24.60 19.02 17.04
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 5.9 / Avg: 23.3 / Max: 29.89 Min: 6.57 / Avg: 28.16 / Max: 35.13 Min: 6.83 / Avg: 26.16 / Max: 33.31 Min: 11.38 / Avg: 43.44 / Max: 53.21 Min: 7.88 / Avg: 32.56 / Max: 40.26 Min: 8.85 / Avg: 21.24 / Max: 27.38 Min: 8.56 / Avg: 21.2 / Max: 27 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: 17.44 / Avg: 55.93 / Max: 73.66 Min: 9.78 / Avg: 50.6 / Max: 61.94 Min: 9.51 / Avg: 53.26 / Max: 65.51 Min: 8.37 / Avg: 47.64 / Max: 61.1 Min: 14.75 / Avg: 58.39 / Max: 68.93 Min: 14.82 / Avg: 63.94 / Max: 76.84 Min: 9.17 / Avg: 58.88 / Max: 70.45 Min: 6.42 / Avg: 75.55 / Max: 90.64 Min: 24.61 / Avg: 84.17 / Max: 99.41
Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 11 22 33 44 55 Min: 33 / Avg: 38.15 / Max: 40 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: 34 / Avg: 38.1 / Max: 40 Min: 37 / Avg: 39.36 / Max: 41 Min: 35 / Avg: 38.37 / Max: 40 Min: 46 / Avg: 51.54 / Max: 56 Min: 35 / Avg: 39.26 / Max: 41 Min: 48 / Avg: 49.82 / Max: 51 Min: 47 / Avg: 49.11 / Max: 50 Min: 34 / Avg: 35.73 / Max: 37 Min: 44 / Avg: 45.91 / Max: 47 Min: 55 / Avg: 56.85 / Max: 58 Min: 54 / Avg: 56.25 / Max: 58 Min: 39 / Avg: 42.99 / Max: 45 Min: 37 / Avg: 41.46 / Max: 44 Min: 39 / Avg: 42.79 / Max: 45 Min: 37 / Avg: 39.94 / Max: 41 Min: 48 / Avg: 52.51 / Max: 55 Min: 39 / Avg: 41.64 / Max: 43 Min: 41 / Avg: 44.89 / Max: 47 Min: 41 / Avg: 44.62 / Max: 47
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 130 260 390 520 650 SE +/- 0.81, N = 3 SE +/- 1.45, N = 3 SE +/- 0.21, N = 3 SE +/- 4.39, N = 3 SE +/- 3.12, N = 3 SE +/- 0.63, N = 3 SE +/- 0.39, N = 3 SE +/- 2.81, N = 3 SE +/- 0.12, N = 3 SE +/- 1.76, N = 3 SE +/- 1.09, N = 3 SE +/- 2.73, N = 3 SE +/- 5.64, N = 3 517.14 534.85 552.68 563.13 557.20 570.77 575.45 579.36 589.63 599.64 599.70 606.75 590.63 1. (CXX) g++ options: -O3 -m64 -std=c++11 -lcudadevrt -lcudart_static -lrt -lpthread -ldl
Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: NDT Mapping OpenBenchmarking.org Test Cases Per Minute Per Watt, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: NDT Mapping GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 6 12 18 24 30 24.89 22.17 24.66 14.54 19.72 14.03 13.11 14.26 12.30 11.35 12.57 11.99 10.03
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 15 30 45 60 75 Min: 5.89 / Avg: 20.77 / Max: 33.46 Min: 6.61 / Avg: 24.12 / Max: 40.91 Min: 6.84 / Avg: 22.41 / Max: 34.09 Min: 11.36 / Avg: 38.73 / Max: 56.22 Min: 7.8 / Avg: 28.26 / Max: 44.65 Min: 9.72 / Avg: 40.67 / Max: 63.49 Min: 9.45 / Avg: 43.88 / Max: 68.44 Min: 9.06 / Avg: 40.64 / Max: 63.16 Min: 14.62 / Avg: 47.92 / Max: 73.26 Min: 15 / Avg: 52.81 / Max: 78.61 Min: 9.19 / Avg: 47.72 / Max: 74.98 Min: 7.33 / Avg: 50.62 / Max: 70.46 Min: 24.53 / Avg: 58.9 / Max: 81.22
Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 11 22 33 44 55 Min: 36 / Avg: 38.22 / Max: 40 Min: 38 / Avg: 39.09 / Max: 40 Min: 37 / Avg: 38.32 / Max: 40 Min: 44 / Avg: 51.04 / Max: 55 Min: 37 / Avg: 38.95 / Max: 40 Min: 40 / Avg: 41.66 / Max: 43 Min: 38 / Avg: 40.31 / Max: 42 Min: 41 / Avg: 42.73 / Max: 44 Min: 37 / Avg: 38.95 / Max: 40 Min: 51 / Avg: 52.03 / Max: 53 Min: 39 / Avg: 40.33 / Max: 41 Min: 42 / Avg: 43.1 / Max: 44 Min: 42 / Avg: 43.01 / Max: 44
Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: Points2Image OpenBenchmarking.org Test Cases Per Minute, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: Points2Image GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 7K 14K 21K 28K 35K SE +/- 329.31, N = 7 SE +/- 220.88, N = 3 SE +/- 269.28, N = 15 SE +/- 284.42, N = 3 SE +/- 392.98, N = 5 SE +/- 339.25, N = 14 SE +/- 226.31, N = 3 SE +/- 471.75, N = 3 SE +/- 401.47, N = 5 SE +/- 430.26, N = 4 SE +/- 273.74, N = 15 SE +/- 496.68, N = 3 SE +/- 203.08, N = 3 29148.74 29380.31 29594.88 29306.13 29450.46 30937.28 30663.64 29917.30 30409.06 29707.44 30214.76 28816.82 29401.51 1. (CXX) g++ options: -O3 -m64 -std=c++11 -lcudadevrt -lcudart_static -lrt -lpthread -ldl
Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: Points2Image OpenBenchmarking.org Test Cases Per Minute Per Watt, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: Points2Image GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 400 800 1200 1600 2000 1698.89 1464.69 1500.92 852.82 1192.50 890.67 813.18 846.24 673.59 592.45 652.06 565.26 519.29
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 12 24 36 48 60 Min: 5.85 / Avg: 17.16 / Max: 17.64 Min: 6.51 / Avg: 20.06 / Max: 20.7 Min: 6.79 / Avg: 19.72 / Max: 20.8 Min: 11.47 / Avg: 34.36 / Max: 37.47 Min: 7.77 / Avg: 24.7 / Max: 25.46 Min: 9.67 / Avg: 34.73 / Max: 36.09 Min: 9.4 / Avg: 37.71 / Max: 39.34 Min: 8.49 / Avg: 35.35 / Max: 37 Min: 14.6 / Avg: 45.15 / Max: 46.62 Min: 15.36 / Avg: 50.14 / Max: 51.79 Min: 9.1 / Avg: 46.34 / Max: 48.43 Min: 6.49 / Avg: 50.98 / Max: 52.86 Min: 24.55 / Avg: 56.62 / Max: 58.96
Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 11 22 33 44 55 Min: 35 / Avg: 36.1 / Max: 37 Min: 37 / Avg: 37.74 / Max: 38 Min: 36 / Avg: 36.97 / Max: 38 Min: 47 / Avg: 51.86 / Max: 55 Min: 36 / Avg: 37.31 / Max: 38 Min: 38 / Avg: 39.11 / Max: 40 Min: 37 / Avg: 38.72 / Max: 39 Min: 40 / Avg: 40.97 / Max: 41 Min: 36 / Avg: 37.66 / Max: 38 Min: 49 / Avg: 50.06 / Max: 51 Min: 38 / Avg: 39.92 / Max: 40 Min: 41 / Avg: 41.96 / Max: 42 Min: 41 / Avg: 41.96 / Max: 42
FAHBench OpenBenchmarking.org Ns Per Day, More Is Better FAHBench 2.3.2 GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 60 120 180 240 300 SE +/- 0.01, N = 3 SE +/- 0.16, N = 3 SE +/- 0.46, N = 3 SE +/- 0.06, N = 3 SE +/- 0.41, N = 3 SE +/- 0.05, N = 3 SE +/- 0.21, N = 3 SE +/- 0.10, N = 3 SE +/- 0.17, N = 3 SE +/- 0.42, N = 3 SE +/- 0.12, N = 3 SE +/- 0.11, N = 3 SE +/- 0.03, N = 3 SE +/- 0.15, N = 3 SE +/- 0.33, N = 3 SE +/- 0.31, N = 3 SE +/- 0.54, N = 3 SE +/- 0.32, N = 3 SE +/- 0.34, N = 3 SE +/- 1.06, N = 3 SE +/- 0.92, N = 3 SE +/- 0.82, N = 3 SE +/- 1.17, N = 3 SE +/- 0.85, N = 3 61.59 102.27 139.50 137.14 151.57 75.81 82.05 125.62 135.61 138.56 52.69 62.30 90.85 102.37 115.78 123.19 178.47 200.77 199.87 221.73 235.53 248.01 290.72 292.16
FAHBench OpenBenchmarking.org Ns Per Day Per Watt, More Is Better FAHBench 2.3.2 GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.5153 1.0306 1.5459 2.0612 2.5765 1.61 1.65 1.65 1.73 1.68 2.29 1.77 2.06 0.94 1.00 1.00 1.00 0.93 0.92 1.92 1.92 1.99 2.00 1.96 2.10 2.00 1.92
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 5.55 / Avg: 43.89 / Max: 63.5 Min: 6.47 / Avg: 48.89 / Max: 70.46 Min: 6.73 / Avg: 54.9 / Max: 81.76 Min: 10.68 / Avg: 76.69 / Max: 110.71 Min: 7.47 / Avg: 67.34 / Max: 101.63 Min: 8.94 / Avg: 56.1 / Max: 80.55 Min: 8.45 / Avg: 62.39 / Max: 90.84 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: 16.09 / Avg: 133.6 / Max: 180.4 Min: 9.84 / Avg: 92.83 / Max: 138.11 Min: 9.68 / Avg: 104.47 / Max: 155.47 Min: 7.57 / Avg: 100.34 / Max: 150.44 Min: 14.63 / Avg: 110.75 / Max: 161.15 Min: 14.07 / Avg: 120.06 / Max: 181.91 Min: 8.85 / Avg: 118.25 / Max: 174.08 Min: 5.74 / Avg: 145.49 / Max: 222.84 Min: 24.02 / Avg: 152.31 / Max: 226.66
FAHBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better FAHBench 2.3.2 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 15 30 45 60 75 Min: 28 / Avg: 48.55 / Max: 61 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: 27 / Avg: 46.77 / Max: 59 Min: 30 / Avg: 44 / Max: 55 Min: 30 / Avg: 50.01 / Max: 64 Min: 33 / Avg: 53.73 / Max: 64 Min: 29 / Avg: 47.21 / Max: 59 Min: 29 / Avg: 56.45 / Max: 70 Min: 27 / Avg: 53.44 / Max: 69 Min: 33 / Avg: 47.52 / Max: 58 Min: 31 / Avg: 55.85 / Max: 71 Min: 30 / Avg: 60.68 / Max: 76 Min: 32 / Avg: 62.3 / Max: 78 Min: 29 / Avg: 49.12 / Max: 63 Min: 33 / Avg: 51.66 / Max: 65 Min: 29 / Avg: 51.93 / Max: 66 Min: 29 / Avg: 46.68 / Max: 58 Min: 28 / Avg: 55.99 / Max: 74 Min: 28 / Avg: 46.55 / Max: 58 Min: 29 / Avg: 49.77 / Max: 65 Min: 35 / Avg: 53.68 / Max: 68
FinanceBench Benchmark: Black-Scholes OpenCL OpenBenchmarking.org ms, Fewer Is Better FinanceBench 2016-06-06 Benchmark: Black-Scholes OpenCL GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 7 14 21 28 35 SE +/- 0.748737, N = 15 SE +/- 0.317433, N = 15 SE +/- 0.209293, N = 15 SE +/- 0.003359, N = 15 SE +/- 0.003290, N = 15 SE +/- 0.002491, N = 14 SE +/- 0.001228, N = 14 SE +/- 0.001244, N = 14 SE +/- 0.001295, N = 14 SE +/- 0.001932, N = 14 SE +/- 0.453232, N = 15 SE +/- 0.303704, N = 15 SE +/- 0.003094, N = 15 SE +/- 0.022523, N = 15 SE +/- 0.156028, N = 15 SE +/- 0.004731, N = 14 SE +/- 0.000959, N = 14 SE +/- 0.015324, N = 15 SE +/- 0.001589, N = 14 SE +/- 0.014259, N = 15 SE +/- 0.001547, N = 14 SE +/- 0.003249, N = 15 SE +/- 0.001717, N = 14 SE +/- 0.001983, N = 15 24.362200 13.340000 8.968000 7.298000 6.981000 24.145285 16.577785 15.259000 15.271000 14.385000 27.818867 19.513200 14.196000 12.101000 9.596000 9.323000 12.555000 10.498000 10.254000 8.263000 7.657000 6.811000 6.020000 5.701000 1. (CXX) g++ options: -O3 -lOpenCL
FinanceBench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better FinanceBench 2016-06-06 GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 5.79 / Avg: 10.62 / Max: 17.61 Min: 6.65 / Avg: 13.23 / Max: 20.93 Min: 6.77 / Avg: 12.6 / Max: 20.59 Min: 11.38 / Avg: 21.68 / Max: 35 Min: 7.58 / Avg: 14.8 / Max: 25.66 Min: 10.57 / Avg: 23.48 / Max: 38.35 Min: 26.23 / Avg: 31.11 / Max: 39.27 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: 73.14 / Avg: 77.07 / Max: 78.94 Min: 9.59 / Avg: 21.32 / Max: 35.76 Min: 9.85 / Avg: 24.96 / Max: 41.32 Min: 8.3 / Avg: 20.71 / Max: 37.14 Min: 14.56 / Avg: 28.59 / Max: 46.88 Min: 15.36 / Avg: 31.49 / Max: 51.96 Min: 9 / Avg: 29.32 / Max: 48.16 Min: 6.58 / Avg: 29.78 / Max: 53.12 Min: 24.7 / Avg: 38.84 / Max: 59.62
FinanceBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better FinanceBench 2016-06-06 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 13 26 39 52 65 Min: 38 / Avg: 40.3 / Max: 43 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: 34 / Avg: 35.36 / Max: 37 Min: 39 / Avg: 39.86 / Max: 41 Min: 36 / Avg: 37.72 / Max: 40 Min: 45 / Avg: 46.81 / Max: 49 Min: 36 / Avg: 37.83 / Max: 39 Min: 50 / Avg: 52.52 / Max: 57 Min: 52 / Avg: 53.6 / Max: 55 Min: 39 / Avg: 39.35 / Max: 40 Min: 50 / Avg: 51.97 / Max: 54 Min: 59 / Avg: 61.76 / Max: 66 Min: 58 / Avg: 60.14 / Max: 63 Min: 37 / Avg: 38.7 / Max: 41 Min: 38 / Avg: 39.66 / Max: 42 Min: 38 / Avg: 39.74 / Max: 42 Min: 37 / Avg: 38.3 / Max: 40 Min: 45 / Avg: 46.84 / Max: 49 Min: 37 / Avg: 38.31 / Max: 40 Min: 42 / Avg: 43.96 / Max: 46 Min: 41 / Avg: 42.67 / Max: 44
FinanceBench Benchmark: Monte-Carlo OpenCL OpenBenchmarking.org ms, Fewer Is Better FinanceBench 2016-06-06 Benchmark: Monte-Carlo OpenCL GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 300 600 900 1200 1500 SE +/- 0.754451, N = 7 SE +/- 0.445319, N = 7 SE +/- 0.409086, N = 7 SE +/- 0.217923, N = 8 SE +/- 0.481963, N = 7 SE +/- 2.023658, N = 7 SE +/- 0.533801, N = 7 SE +/- 0.790748, N = 8 SE +/- 0.488651, N = 8 SE +/- 0.519549, N = 8 SE +/- 0.024977, N = 9 SE +/- 0.042376, N = 9 SE +/- 1.034930, N = 7 SE +/- 0.367985, N = 8 SE +/- 0.287953, N = 8 SE +/- 0.570026, N = 8 SE +/- 1.146962, N = 8 SE +/- 1.739449, N = 8 SE +/- 0.935750, N = 8 SE +/- 0.343146, N = 8 SE +/- 0.614932, N = 8 SE +/- 0.455030, N = 8 SE +/- 0.595119, N = 8 SE +/- 1.197236, N = 8 1214.994001 894.084865 697.546291 754.284012 921.684152 895.430429 1087.168126 606.699883 594.438004 654.815865 4.919000 4.911000 841.188581 749.288002 660.548249 624.175743 528.367744 367.022003 377.722500 400.383625 406.042122 413.845127 319.914127 277.232121 1. (CXX) g++ options: -O3 -lOpenCL
FinanceBench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better FinanceBench 2016-06-06 GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 5.83 / Avg: 15.7 / Max: 43.82 Min: 6.59 / Avg: 19.08 / Max: 51.66 Min: 6.72 / Avg: 14.81 / Max: 52.86 Min: 11.34 / Avg: 28.76 / Max: 79.87 Min: 7.53 / Avg: 20.68 / Max: 67.39 Min: 8.56 / Avg: 17.67 / Max: 26.83 Min: 10.48 / Avg: 21.82 / Max: 27.58 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: 22.44 / Avg: 91.23 / Max: 138.55 Min: 9.61 / Avg: 29.96 / Max: 95.6 Min: 9.76 / Avg: 29.47 / Max: 118.99 Min: 8.14 / Avg: 27.93 / Max: 112.91 Min: 14.52 / Avg: 37.01 / Max: 127.22 Min: 15.39 / Avg: 38.8 / Max: 123.55 Min: 8.9 / Avg: 31.74 / Max: 121.18 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 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 12 24 36 48 60 Min: 37 / Avg: 39.65 / Max: 42 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: 33 / Avg: 34.88 / Max: 38 Min: 38 / Avg: 38.51 / Max: 40 Min: 35 / Avg: 35.73 / Max: 38 Min: 46 / Avg: 50.08 / Max: 55 Min: 36 / Avg: 36.97 / Max: 40 Min: 46 / Avg: 48.28 / Max: 51 Min: 48 / Avg: 50.24 / Max: 52 Min: 38 / Avg: 40.25 / Max: 41 Min: 49 / Avg: 51.2 / Max: 53 Min: 57 / Avg: 59.51 / Max: 61 Min: 57 / Avg: 60.02 / Max: 62 Min: 37 / Avg: 38.1 / Max: 41 Min: 37 / Avg: 38.15 / Max: 42 Min: 37 / Avg: 37.87 / Max: 41 Min: 36 / Avg: 37.02 / Max: 40 Min: 44 / Avg: 44.92 / Max: 48 Min: 36 / Avg: 36.8 / Max: 40 Min: 40 / Avg: 41.32 / Max: 44 Min: 40 / Avg: 41.53 / Max: 44
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 5.55 / Avg: 37.62 / Max: 70.94 Min: 6.47 / Avg: 47.87 / Max: 99.24 Min: 6.72 / Avg: 45.57 / Max: 122.32 Min: 10.68 / Avg: 67.65 / Max: 128.36 Min: 7.22 / Avg: 59.54 / Max: 132.74 Min: 8.46 / Avg: 57.65 / Max: 109.21 Min: 8.45 / Avg: 64.56 / Max: 143.77 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: 16.01 / Avg: 139.4 / Max: 257.78 Min: 9.59 / Avg: 74.07 / Max: 165.3 Min: 9.27 / Avg: 88.74 / Max: 180.97 Min: 7.57 / Avg: 85.38 / Max: 180.92 Min: 14.36 / Avg: 96.17 / Max: 217.58 Min: 13.71 / Avg: 103.45 / Max: 219.93 Min: 8.85 / Avg: 91.93 / Max: 248.16 Min: 5.74 / Avg: 124.11 / Max: 273.84 Min: 24.02 / Avg: 126.58 / Max: 312.98
GPU Temperature Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Celsius GPU Temperature Monitor Phoronix Test Suite System Monitoring GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 16 32 48 64 80 Min: 28 / Avg: 52.14 / Max: 68 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: 27 / Avg: 49.62 / Max: 67 Min: 30 / Avg: 50.85 / Max: 66 Min: 30 / Avg: 51.27 / Max: 76 Min: 33 / Avg: 55.48 / Max: 68 Min: 29 / Avg: 48.98 / Max: 66 Min: 29 / Avg: 62.51 / Max: 82 Min: 27 / Avg: 61.47 / Max: 74 Min: 33 / Avg: 52.58 / Max: 74 Min: 31 / Avg: 65.22 / Max: 80 Min: 30 / Avg: 70.66 / Max: 85 Min: 32 / Avg: 70.56 / Max: 85 Min: 29 / Avg: 51.56 / Max: 73 Min: 33 / Avg: 53.72 / Max: 74 Min: 29 / Avg: 54.87 / Max: 76 Min: 29 / Avg: 50.76 / Max: 71 Min: 28 / Avg: 62.06 / Max: 83 Min: 28 / Avg: 49.61 / Max: 73 Min: 29 / Avg: 56.11 / Max: 78 Min: 35 / Avg: 55.61 / Max: 78
GROMACS Water Benchmark OpenBenchmarking.org Ns Per Day, More Is Better GROMACS 2020.3 Water Benchmark GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 2 4 6 8 10 SE +/- 0.000, N = 3 SE +/- 0.003, N = 3 SE +/- 0.003, N = 3 SE +/- 0.002, N = 3 SE +/- 0.004, N = 3 SE +/- 0.005, N = 3 SE +/- 0.004, N = 3 SE +/- 0.010, N = 3 SE +/- 0.007, N = 3 SE +/- 0.006, N = 3 SE +/- 0.001, N = 3 SE +/- 0.002, N = 3 SE +/- 0.003, N = 3 SE +/- 0.003, N = 3 SE +/- 0.003, N = 3 SE +/- 0.005, N = 3 SE +/- 0.008, N = 3 SE +/- 0.016, N = 3 SE +/- 0.013, N = 3 SE +/- 0.008, N = 3 SE +/- 0.015, N = 3 SE +/- 0.041, N = 3 SE +/- 0.020, N = 2 SE +/- 0.005, N = 3 2.084 3.181 4.052 4.259 4.634 3.253 4.122 4.412 4.629 4.789 1.802 2.154 2.995 3.271 3.857 4.081 5.416 5.789 5.865 6.249 6.536 6.572 7.136 7.117 1. (CXX) g++ options: -O3 -lpthread -ldl -lrt -lm
GROMACS Water Benchmark OpenBenchmarking.org Ns Per Day Per Watt, More Is Better GROMACS 2020.3 Water Benchmark GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.0135 0.027 0.0405 0.054 0.0675 0.03 0.03 0.03 0.06 0.05 0.05 0.05 0.05 0.02 0.02 0.02 0.02 0.02 0.02 0.04 0.04 0.04 0.04 0.04 0.04 0.04 0.04
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 6.42 / Avg: 57.74 / Max: 68.77 Min: 6.84 / Avg: 76.01 / Max: 98.51 Min: 6.93 / Avg: 82.53 / Max: 101.38 Min: 12.53 / Avg: 98.59 / Max: 118.2 Min: 7.99 / Avg: 94.33 / Max: 123.94 Min: 9.14 / Avg: 83.78 / Max: 99.09 Min: 11.05 / Avg: 97.86 / Max: 119.51 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: 24.35 / Avg: 189.02 / Max: 214.3 Min: 10.43 / Avg: 123.5 / Max: 148.47 Min: 10.06 / Avg: 133.83 / Max: 160.45 Min: 9.62 / Avg: 134.37 / Max: 160.44 Min: 15.27 / Avg: 147.27 / Max: 182.67 Min: 16.56 / Avg: 163.47 / Max: 188.76 Min: 9.33 / Avg: 148.08 / Max: 198.32 Min: 8.18 / Avg: 177.36 / Max: 245.82 Min: 28.41 / Avg: 183.67 / Max: 253.4
GROMACS GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better GROMACS 2020.3 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 16 32 48 64 80 Min: 44 / Avg: 65.56 / Max: 68 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: 46 / Avg: 61.73 / Max: 65 Min: 48 / Avg: 61.34 / Max: 65 Min: 51 / Avg: 68.65 / Max: 73 Min: 44 / Avg: 62.14 / Max: 66 Min: 44 / Avg: 58.92 / Max: 62 Min: 48 / Avg: 70.72 / Max: 75 Min: 54 / Avg: 69.05 / Max: 73 Min: 42 / Avg: 62.85 / Max: 66 Min: 58 / Avg: 77.51 / Max: 80 Min: 65 / Avg: 79.63 / Max: 82 Min: 66 / Avg: 80.35 / Max: 84 Min: 48 / Avg: 63.82 / Max: 68 Min: 49 / Avg: 65.18 / Max: 70 Min: 53 / Avg: 66.74 / Max: 71 Min: 47 / Avg: 60.62 / Max: 66 Min: 59 / Avg: 73.09 / Max: 78 Min: 47 / Avg: 59.66 / Max: 65 Min: 53 / Avg: 65.1 / Max: 70 Min: 56 / Avg: 66.11 / Max: 70
LeelaChessZero Backend: OpenCL OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.26 Backend: OpenCL GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 5K 10K 15K 20K 25K SE +/- 2.73, N = 3 SE +/- 28.32, N = 3 SE +/- 85.75, N = 3 SE +/- 57.21, N = 3 SE +/- 6.17, N = 3 SE +/- 19.16, N = 3 SE +/- 3.38, N = 3 SE +/- 54.30, N = 3 SE +/- 56.77, N = 3 SE +/- 16.29, N = 3 SE +/- 10.44, N = 3 SE +/- 36.50, N = 3 SE +/- 43.89, N = 3 SE +/- 28.99, N = 3 SE +/- 27.94, N = 3 SE +/- 64.75, N = 3 SE +/- 61.94, N = 3 SE +/- 70.73, N = 3 SE +/- 28.58, N = 3 SE +/- 77.45, N = 3 SE +/- 79.08, N = 3 SE +/- 55.16, N = 3 SE +/- 20.50, N = 3 2565 5933 9750 9947 12662 3101 5151 5895 7366 7733 1982 2430 5163 6265 8283 9066 10290 12335 12311 14730 15442 17501 21839 22424 1. (CXX) g++ options: -flto -pthread
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 20 40 60 80 100 53.83 68.72 73.86 47.40 57.19 62.39 61.68 65.81 21.85 23.41 34.48 38.04 39.09 39.06 68.29 74.56 74.92 79.82 79.06 90.18 90.17 92.25
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 6.78 / Avg: 65.42 / Max: 69.66 Min: 7.1 / Avg: 90.06 / Max: 97.22 Min: 7.22 / Avg: 94.49 / Max: 103.26 Min: 13.18 / Avg: 119.43 / Max: 127.66 Min: 8.23 / Avg: 117.51 / Max: 127.83 Min: 10.84 / Avg: 90.73 / Max: 96.46 Min: 25.28 / Avg: 103.8 / Max: 108.55 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: 74.81 / Avg: 232.11 / Max: 252.29 Min: 9.98 / Avg: 150.69 / Max: 164.05 Min: 10.41 / Avg: 165.45 / Max: 177.84 Min: 10.41 / Avg: 164.33 / Max: 179.55 Min: 16.33 / Avg: 184.55 / Max: 211.14 Min: 16.75 / Avg: 195.31 / Max: 219.29 Min: 9.63 / Avg: 194.07 / Max: 228.85 Min: 8.08 / Avg: 242.19 / Max: 270.23 Min: 29.44 / Avg: 243.07 / Max: 285.71
LeelaChessZero GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LeelaChessZero 0.26 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 16 32 48 64 80 Min: 46 / Avg: 63.41 / Max: 64 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: 51 / Avg: 66.26 / Max: 67 Min: 54 / Avg: 64.93 / Max: 66 Min: 57 / Avg: 72.92 / Max: 74 Min: 44 / Avg: 66.63 / Max: 68 Min: 47 / Avg: 64.77 / Max: 66 Min: 51 / Avg: 71.74 / Max: 74 Min: 52 / Avg: 69.1 / Max: 71 Min: 43 / Avg: 67.9 / Max: 71 Min: 66 / Avg: 79.26 / Max: 80 Min: 70 / Avg: 81.97 / Max: 84 Min: 70 / Avg: 82.6 / Max: 84 Min: 52 / Avg: 71.03 / Max: 73 Min: 51 / Avg: 71.87 / Max: 74 Min: 55 / Avg: 73.93 / Max: 75 Min: 49 / Avg: 68.78 / Max: 71 Min: 62 / Avg: 81.37 / Max: 83 Min: 50 / Avg: 70.11 / Max: 73 Min: 52 / Avg: 75.77 / Max: 78 Min: 51 / Avg: 73.94 / Max: 77
LuxCoreRender OpenCL Scene: LuxCore Benchmark OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: LuxCore Benchmark GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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 +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.03, N = 12 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 0.96 1.53 2.12 2.24 2.13 1.51 1.36 2.20 2.26 2.11 0.81 0.97 1.46 1.63 2.00 2.09 2.79 3.54 3.49 3.69 3.55 3.62 4.75 4.99
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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 0.03 0.03 0.03 0.01 0.02 0.01 0.02 0.01 0.01 0.03 0.03 0.03 0.03 0.02 0.03 0.03 0.03
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 6.67 / Avg: 49.99 / Max: 57.06 Min: 7.08 / Avg: 56.85 / Max: 65.46 Min: 7.02 / Avg: 63.52 / Max: 73.59 Min: 12.48 / Avg: 89.51 / Max: 102.26 Min: 8.01 / Avg: 75.03 / Max: 86.97 Min: 8.84 / Avg: 58.71 / Max: 69.07 Min: 8.75 / Avg: 64.42 / Max: 74.57 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: 18.68 / Avg: 152.69 / Max: 170.01 Min: 10.02 / Avg: 107.3 / Max: 123.66 Min: 10.07 / Avg: 129.42 / Max: 151.14 Min: 10.72 / Avg: 122.57 / Max: 142.7 Min: 15.74 / Avg: 133.9 / Max: 154.01 Min: 18.08 / Avg: 143.74 / Max: 165.26 Min: 9.48 / Avg: 129.97 / Max: 149.58 Min: 9.89 / Avg: 188.03 / Max: 219.76 Min: 33.01 / Avg: 198.26 / Max: 230.17
LuxCoreRender OpenCL GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 15 30 45 60 75 Min: 44 / Avg: 54.13 / Max: 56 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: 49 / Avg: 57.1 / Max: 59 Min: 53 / Avg: 57.09 / Max: 59 Min: 55 / Avg: 61.88 / Max: 64 Min: 44 / Avg: 58.55 / Max: 62 Min: 46 / Avg: 54.11 / Max: 57 Min: 48 / Avg: 64.51 / Max: 68 Min: 52 / Avg: 63.88 / Max: 67 Min: 45 / Avg: 52.7 / Max: 55 Min: 64 / Avg: 68.43 / Max: 70 Min: 67 / Avg: 73.35 / Max: 77 Min: 67 / Avg: 74.8 / Max: 78 Min: 53 / Avg: 62.49 / Max: 65 Min: 55 / Avg: 66.1 / Max: 69 Min: 58 / Avg: 65.68 / Max: 68 Min: 56 / Avg: 62.59 / Max: 65 Min: 63 / Avg: 71.52 / Max: 75 Min: 54 / Avg: 60.5 / Max: 63 Min: 62 / Avg: 69.64 / Max: 72 Min: 62 / Avg: 69.84 / Max: 72
LuxCoreRender OpenCL Scene: DLSC OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: DLSC GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 1.3455 2.691 4.0365 5.382 6.7275 SE +/- 0.00, N = 4 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 +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.04, N = 12 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 1.13 1.78 2.46 2.55 2.45 1.73 1.61 2.56 2.63 2.51 0.98 1.15 1.73 1.93 2.36 2.50 3.34 4.20 4.17 4.44 4.32 4.38 5.67 5.98
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.009 0.018 0.027 0.036 0.045 0.02 0.02 0.02 0.03 0.03 0.04 0.03 0.03 0.02 0.02 0.02 0.02 0.02 0.02 0.03 0.03 0.03 0.03 0.03 0.03 0.03 0.03
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 6.53 / Avg: 53.72 / Max: 58.56 Min: 6.95 / Avg: 61.64 / Max: 67.79 Min: 6.96 / Avg: 69.38 / Max: 76.5 Min: 11.59 / Avg: 95.71 / Max: 104.88 Min: 8.11 / Avg: 83.51 / Max: 91.56 Min: 8.94 / Avg: 64.05 / Max: 72.87 Min: 8.75 / Avg: 71.33 / Max: 79.18 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: 18.87 / Avg: 163.28 / Max: 176.5 Min: 9.88 / Avg: 118.19 / Max: 128.53 Min: 9.96 / Avg: 141.46 / Max: 155.06 Min: 9.33 / Avg: 134.55 / Max: 148.35 Min: 15.32 / Avg: 146.09 / Max: 159 Min: 16.54 / Avg: 158.89 / Max: 173.12 Min: 9.61 / Avg: 143.22 / Max: 155.86 Min: 9.21 / Avg: 208.23 / Max: 228.17 Min: 30.73 / Avg: 218.61 / Max: 238.09
LuxCoreRender OpenCL GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 15 30 45 60 75 Min: 43 / Avg: 56.12 / Max: 58 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: 47 / Avg: 58.18 / Max: 61 Min: 51 / Avg: 57.16 / Max: 60 Min: 52 / Avg: 62.73 / Max: 66 Min: 43 / Avg: 60.26 / Max: 63 Min: 44 / Avg: 55.86 / Max: 59 Min: 51 / Avg: 66.08 / Max: 69 Min: 53 / Avg: 65.26 / Max: 68 Min: 43 / Avg: 55.61 / Max: 58 Min: 59 / Avg: 69.75 / Max: 73 Min: 65 / Avg: 75.49 / Max: 79 Min: 65 / Avg: 76.66 / Max: 80 Min: 51 / Avg: 64 / Max: 67 Min: 53 / Avg: 67.61 / Max: 71 Min: 54 / Avg: 66.84 / Max: 71 Min: 53 / Avg: 63.15 / Max: 66 Min: 60 / Avg: 73.48 / Max: 77 Min: 51 / Avg: 60.29 / Max: 63 Min: 57 / Avg: 70.39 / Max: 73 Min: 58 / Avg: 70.91 / Max: 74
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 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 3 6 9 12 15 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.13, N = 12 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.10, N = 12 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.09, N = 4 SE +/- 0.02, N = 4 SE +/- 0.03, N = 4 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 4 SE +/- 0.18, N = 4 3.98 5.41 6.62 5.38 4.23 3.93 2.73 5.58 5.61 5.01 3.22 2.84 4.81 5.11 6.59 6.47 7.97 11.32 10.98 10.21 9.24 9.14 12.33 12.73
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.0225 0.045 0.0675 0.09 0.1125 0.08 0.08 0.05 0.09 0.05 0.10 0.07 0.07 0.05 0.05 0.05 0.05 0.05 0.05 0.08 0.10 0.10 0.09 0.08 0.08 0.08 0.08
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 6.66 / Avg: 46.15 / Max: 51.34 Min: 6.81 / Avg: 52.04 / Max: 56.28 Min: 6.94 / Avg: 55.33 / Max: 65.23 Min: 12.5 / Avg: 79.62 / Max: 92.09 Min: 8.23 / Avg: 69.24 / Max: 79.18 Min: 8.85 / Avg: 61.26 / Max: 69.65 Min: 8.75 / Avg: 61.67 / Max: 68.14 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: 18.58 / Avg: 140.1 / Max: 157.68 Min: 9.92 / Avg: 94.01 / Max: 113.17 Min: 10.1 / Avg: 115.26 / Max: 146.1 Min: 10.31 / Avg: 106.39 / Max: 135.66 Min: 15.7 / Avg: 112.53 / Max: 141.4 Min: 17.55 / Avg: 120.03 / Max: 144.72 Min: 9.5 / Avg: 110.62 / Max: 134.26 Min: 11.02 / Avg: 152.05 / Max: 198.63 Min: 32.37 / Avg: 164.15 / Max: 211.46
LuxCoreRender OpenCL GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 44 / Avg: 53.82 / Max: 56 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: 48 / Avg: 54.9 / Max: 56 Min: 52 / Avg: 55.72 / Max: 56 Min: 54 / Avg: 58.09 / Max: 60 Min: 44 / Avg: 55.11 / Max: 58 Min: 46 / Avg: 52.14 / Max: 54 Min: 50 / Avg: 64.98 / Max: 67 Min: 53 / Avg: 62.59 / Max: 65 Min: 45 / Avg: 51.41 / Max: 53 Min: 62 / Avg: 67.14 / Max: 68 Min: 67 / Avg: 70.8 / Max: 72 Min: 67 / Avg: 71.16 / Max: 73 Min: 53 / Avg: 59.13 / Max: 61 Min: 55 / Avg: 62.82 / Max: 66 Min: 57 / Avg: 61.64 / Max: 64 Min: 55 / Avg: 59.19 / Max: 61 Min: 63 / Avg: 66.85 / Max: 68 Min: 52 / Avg: 56.56 / Max: 58 Min: 61 / Avg: 65.13 / Max: 67 Min: 61 / Avg: 65.44 / Max: 68
LuxCoreRender OpenCL Scene: Food OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: Food GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.5018 1.0036 1.5054 2.0072 2.509 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, 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 = 4 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 4 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 0.46 0.65 0.92 0.98 0.99 0.67 0.81 0.99 1.09 1.07 0.39 0.44 0.67 0.78 0.92 0.98 1.17 1.33 1.30 1.90 1.87 1.93 2.23 2.23
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.0045 0.009 0.0135 0.018 0.0225 0.01 0.01 0.01 0.01 0.01 0.02 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.02 0.01 0.01
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 6.24 / Avg: 44.99 / Max: 53.28 Min: 6.84 / Avg: 56.54 / Max: 67.05 Min: 6.92 / Avg: 57.37 / Max: 67.67 Min: 11.39 / Avg: 83.39 / Max: 96.86 Min: 8.27 / Avg: 72.78 / Max: 85.29 Min: 8.84 / Avg: 54.64 / Max: 65.95 Min: 8.74 / Avg: 59 / Max: 69.19 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: 27.31 / Avg: 143.81 / Max: 159.29 Min: 9.83 / Avg: 95.49 / Max: 112.99 Min: 10.05 / Avg: 107.3 / Max: 127.48 Min: 8.82 / Avg: 101.18 / Max: 118.96 Min: 15.06 / Avg: 127.11 / Max: 149.45 Min: 16.79 / Avg: 136.69 / Max: 160.16 Min: 9.22 / Avg: 126.41 / Max: 148.49 Min: 8.82 / Avg: 171.77 / Max: 204.48 Min: 29.15 / Avg: 184.38 / Max: 215.68
LuxCoreRender OpenCL GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 15 30 45 60 75 Min: 43 / Avg: 51.77 / Max: 54 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: 46 / Avg: 54.15 / Max: 57 Min: 50 / Avg: 56.2 / Max: 59 Min: 49 / Avg: 57.98 / Max: 61 Min: 43 / Avg: 56.95 / Max: 60 Min: 43 / Avg: 53.33 / Max: 56 Min: 51 / Avg: 64.24 / Max: 67 Min: 54 / Avg: 63.68 / Max: 66 Min: 42 / Avg: 51.41 / Max: 54 Min: 60 / Avg: 67.08 / Max: 70 Min: 67 / Avg: 72.15 / Max: 75 Min: 67 / Avg: 73.3 / Max: 77 Min: 50 / Avg: 59.77 / Max: 63 Min: 52 / Avg: 61.53 / Max: 64 Min: 51 / Avg: 60.11 / Max: 64 Min: 51 / Avg: 59.52 / Max: 63 Min: 57 / Avg: 70 / Max: 74 Min: 48 / Avg: 57.04 / Max: 60 Min: 55 / Avg: 66.31 / Max: 70 Min: 56 / Avg: 66.77 / Max: 70
MandelGPU OpenCL Device: GPU OpenBenchmarking.org Samples/sec, More Is Better MandelGPU 1.3pts1 OpenCL Device: GPU GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 100M 200M 300M 400M 500M SE +/- 67025.37, N = 4 SE +/- 339240.54, N = 6 SE +/- 327094.24, N = 7 SE +/- 459096.61, N = 7 SE +/- 528438.95, N = 8 SE +/- 92918.17, N = 6 SE +/- 421595.14, N = 7 SE +/- 481764.73, N = 7 SE +/- 173522.04, N = 7 SE +/- 340263.98, N = 7 SE +/- 40239.48, N = 3 SE +/- 68943.82, N = 4 SE +/- 113731.50, N = 5 SE +/- 4075144.18, N = 15 SE +/- 353641.55, N = 6 SE +/- 479054.57, N = 6 SE +/- 1119740.36, N = 8 SE +/- 1074135.38, N = 8 SE +/- 2064512.42, N = 8 SE +/- 1663935.40, N = 9 SE +/- 1245853.73, N = 9 SE +/- 2703218.20, N = 9 SE +/- 2765042.11, N = 10 SE +/- 2829613.77, N = 10 75842143.4 130290433.8 184077179.7 194875210.8 231826397.8 132266243.9 186025762.6 193795979.5 200846066.4 210891296.2 61530230.3 79940246.7 113624502.0 121139566.8 148357386.1 162891036.9 252924048.7 281931310.0 284631717.4 323061985.4 345359936.4 374422420.6 448915216.6 480798376.6 1. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL
MandelGPU OpenCL Device: GPU OpenBenchmarking.org Samples/sec Per Watt, More Is Better MandelGPU 1.3pts1 OpenCL Device: GPU GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 900K 1800K 2700K 3600K 4500K 1865313.24 2106550.52 2450550.94 2875574.33 3406236.85 3615143.30 2835520.58 3300105.69 924408.18 1034468.82 1114599.86 1068896.98 1086192.87 1116370.98 2986480.82 3246088.29 3369143.18 3463394.61 3430972.39 3966294.18 4199725.88 3918310.99
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 6.41 / Avg: 46 / Max: 66.5 Min: 6.73 / Avg: 54.61 / Max: 88.86 Min: 6.95 / Avg: 53.61 / Max: 90.51 Min: 11.37 / Avg: 70.83 / Max: 115.9 Min: 8 / Avg: 63.9 / Max: 110.08 Min: 11.05 / Avg: 66.56 / Max: 76.65 Min: 26.15 / Avg: 77.28 / Max: 93.78 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: 74.1 / Avg: 145.91 / Max: 187.65 Min: 9.83 / Avg: 84.69 / Max: 152.83 Min: 9.7 / Avg: 86.85 / Max: 166.27 Min: 9.77 / Avg: 84.48 / Max: 163.29 Min: 14.94 / Avg: 93.28 / Max: 182.87 Min: 15.84 / Avg: 100.66 / Max: 206.01 Min: 9.1 / Avg: 94.4 / Max: 206.38 Min: 6.9 / Avg: 106.89 / Max: 262.87 Min: 25.07 / Avg: 122.71 / Max: 281.34
MandelGPU GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better MandelGPU 1.3pts1 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 15 30 45 60 75 Min: 42 / Avg: 53.82 / Max: 59 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: 42 / Avg: 52.92 / Max: 59 Min: 43 / Avg: 48.53 / Max: 53 Min: 45 / Avg: 52.95 / Max: 59 Min: 43 / Avg: 53.48 / Max: 61 Min: 41 / Avg: 49.47 / Max: 56 Min: 54 / Avg: 68.11 / Max: 75 Min: 58 / Avg: 67.52 / Max: 73 Min: 43 / Avg: 52.79 / Max: 58 Min: 58 / Avg: 67.57 / Max: 72 Min: 68 / Avg: 73.57 / Max: 77 Min: 67 / Avg: 73.02 / Max: 77 Min: 43 / Avg: 51.32 / Max: 59 Min: 41 / Avg: 48.95 / Max: 56 Min: 46 / Avg: 52.72 / Max: 59 Min: 39 / Avg: 45.27 / Max: 51 Min: 54 / Avg: 61.07 / Max: 67 Min: 41 / Avg: 46.02 / Max: 52 Min: 45 / Avg: 49.86 / Max: 56 Min: 45 / Avg: 50.53 / Max: 57
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 200 400 600 800 1000 280.52 348.12 406.50 290.51 399.75 416.11 497.00 502.09 414.87 288.09 223.07 249.04 327.28 346.43 553.15 689.61 642.98 754.61 728.37 831.53 1013.20 962.08
Mixbench Backend: OpenCL - Benchmark: Single Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Single Precision GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 3K 6K 9K 12K 15K SE +/- 1.64, N = 13 SE +/- 2.22, N = 13 SE +/- 12.17, N = 15 SE +/- 2.95, N = 12 SE +/- 11.17, N = 14 SE +/- 0.54, N = 12 SE +/- 1.39, N = 13 SE +/- 5.87, N = 13 SE +/- 8.38, N = 13 SE +/- 6.62, N = 13 SE +/- 0.35, N = 11 SE +/- 1.32, N = 15 SE +/- 0.70, N = 11 SE +/- 23.81, N = 15 SE +/- 4.87, N = 13 SE +/- 9.14, N = 14 SE +/- 6.45, N = 13 SE +/- 2.35, N = 13 SE +/- 10.00, N = 13 SE +/- 4.39, N = 14 SE +/- 14.62, N = 14 SE +/- 8.02, N = 14 SE +/- 66.33, N = 15 SE +/- 619.26, N = 15 2561.98 4355.28 6476.92 7018.90 8520.97 3441.36 4943.06 5259.29 5462.59 5821.19 2149.60 2779.32 4141.79 4683.96 5844.90 6463.10 7222.28 8159.15 8357.96 9630.83 10812.52 11758.65 16061.09 15032.47 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: OpenCL - Benchmark: Single Precision OpenBenchmarking.org GFLOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Single Precision GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 70 140 210 280 350 114.75 127.27 157.14 183.99 242.21 278.71 170.02 240.48 51.35 65.17 69.58 68.50 65.01 67.69 204.71 220.49 255.37 233.45 242.46 291.16 324.58 255.06
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 6.41 / Avg: 18.7 / Max: 35.54 Min: 6.86 / Avg: 20.41 / Max: 45.12 Min: 6.95 / Avg: 18.87 / Max: 44.22 Min: 11.48 / Avg: 32.13 / Max: 59.86 Min: 7.91 / Avg: 24.21 / Max: 52.81 Min: 10.76 / Avg: 41.86 / Max: 67.2 Min: 25.37 / Avg: 42.65 / Max: 77.12 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: 74.21 / Avg: 95.48 / Max: 139.88 Min: 10.25 / Avg: 35.28 / Max: 75.77 Min: 9.62 / Avg: 37 / Max: 84.5 Min: 9.59 / Avg: 32.73 / Max: 81.03 Min: 15.06 / Avg: 41.26 / Max: 96.5 Min: 15.62 / Avg: 44.6 / Max: 100.75 Min: 9.42 / Avg: 40.39 / Max: 96.54 Min: 7.67 / Avg: 49.48 / Max: 107.57 Min: 26.16 / Avg: 58.94 / Max: 110.18
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 44 / Avg: 48.08 / Max: 53 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: 42 / Avg: 45.81 / Max: 51 Min: 48 / Avg: 50.81 / Max: 54 Min: 46 / Avg: 49.88 / Max: 55 Min: 43 / Avg: 47.4 / Max: 53 Min: 40 / Avg: 42.81 / Max: 46 Min: 49 / Avg: 56.14 / Max: 62 Min: 52 / Avg: 55.22 / Max: 59 Min: 43 / Avg: 46.17 / Max: 50 Min: 59 / Avg: 63.85 / Max: 69 Min: 63 / Avg: 66.23 / Max: 70 Min: 64 / Avg: 67.35 / Max: 72 Min: 45 / Avg: 48.88 / Max: 52 Min: 45 / Avg: 49.2 / Max: 53 Min: 45 / Avg: 48.89 / Max: 53 Min: 45 / Avg: 48.63 / Max: 53 Min: 51 / Avg: 54.48 / Max: 58 Min: 44 / Avg: 47.62 / Max: 52 Min: 48 / Avg: 51.05 / Max: 55 Min: 49 / Avg: 52.13 / Max: 55
Mixbench Backend: OpenCL - Benchmark: Double Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Double Precision GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 100 200 300 400 500 SE +/- 0.02, N = 12 SE +/- 0.23, N = 13 SE +/- 0.06, N = 13 SE +/- 0.08, N = 14 SE +/- 0.15, N = 14 SE +/- 0.01, N = 12 SE +/- 0.15, N = 13 SE +/- 0.14, N = 13 SE +/- 0.22, N = 13 SE +/- 0.12, N = 13 SE +/- 0.12, N = 11 SE +/- 0.07, N = 12 SE +/- 0.16, N = 13 SE +/- 0.18, N = 13 SE +/- 0.12, N = 13 SE +/- 0.07, N = 14 SE +/- 0.00, N = 13 SE +/- 0.01, N = 13 SE +/- 0.11, N = 15 SE +/- 0.00, N = 14 SE +/- 0.56, N = 14 SE +/- 0.08, N = 15 SE +/- 0.56, N = 15 SE +/- 1.13, N = 14 84.78 150.48 224.82 241.99 296.66 91.77 132.75 141.25 144.30 155.78 69.78 93.01 137.20 159.33 197.44 221.88 194.80 222.15 226.65 259.11 290.13 315.03 436.81 454.37 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: OpenCL - Benchmark: Double Precision OpenBenchmarking.org GFLOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Double Precision GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 3 6 9 12 15 4.03 4.50 5.59 5.15 6.35 7.51 4.51 6.55 1.69 2.19 2.28 2.35 2.20 2.26 5.87 6.18 7.18 6.34 6.70 8.02 9.72 8.25
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 6.12 / Avg: 17.81 / Max: 34.1 Min: 6.62 / Avg: 20.92 / Max: 44.66 Min: 6.81 / Avg: 18.8 / Max: 43.85 Min: 11.6 / Avg: 32.03 / Max: 61.28 Min: 7.57 / Avg: 23.8 / Max: 51.7 Min: 26.53 / Avg: 41.18 / Max: 62.57 Min: 25.57 / Avg: 42.43 / Max: 67.85 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: 73.05 / Avg: 98.29 / Max: 144.85 Min: 9.7 / Avg: 33.19 / Max: 74.41 Min: 9.49 / Avg: 35.96 / Max: 83.24 Min: 8.65 / Avg: 31.55 / Max: 75.95 Min: 14.87 / Avg: 40.85 / Max: 90.53 Min: 15.25 / Avg: 43.31 / Max: 95.09 Min: 9.22 / Avg: 39.29 / Max: 96.4 Min: 6.89 / Avg: 44.94 / Max: 100.82 Min: 25.19 / Avg: 55.07 / Max: 113.08
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 13 26 39 52 65 Min: 43 / Avg: 45.07 / Max: 48 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: 38 / Avg: 40.19 / Max: 43 Min: 45 / Avg: 46.38 / Max: 48 Min: 42 / Avg: 43.63 / Max: 47 Min: 48 / Avg: 52.35 / Max: 56 Min: 38 / Avg: 39.27 / Max: 41 Min: 54 / Avg: 58.88 / Max: 64 Min: 53 / Avg: 56.88 / Max: 61 Min: 41 / Avg: 42.58 / Max: 46 Min: 57 / Avg: 58.14 / Max: 62 Min: 61 / Avg: 62.32 / Max: 64 Min: 63 / Avg: 63.33 / Max: 65 Min: 42 / Avg: 44.34 / Max: 47 Min: 42 / Avg: 44.21 / Max: 47 Min: 41 / Avg: 42.86 / Max: 45 Min: 42 / Avg: 43.63 / Max: 46 Min: 48 / Avg: 49.42 / Max: 51 Min: 40 / Avg: 42.48 / Max: 45 Min: 43 / Avg: 45.36 / Max: 47 Min: 45 / Avg: 47.21 / Max: 49
Mixbench Backend: OpenCL - Benchmark: Integer OpenBenchmarking.org GIOPS, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Integer GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 4K 8K 12K 16K 20K SE +/- 2.02, N = 12 SE +/- 2.70, N = 14 SE +/- 0.96, N = 13 SE +/- 0.83, N = 14 SE +/- 6.51, N = 15 SE +/- 0.52, N = 12 SE +/- 0.38, N = 13 SE +/- 0.61, N = 13 SE +/- 7.30, N = 13 SE +/- 50.53, N = 15 SE +/- 0.55, N = 15 SE +/- 0.81, N = 12 SE +/- 0.40, N = 13 SE +/- 5.50, N = 15 SE +/- 1.27, N = 13 SE +/- 1.23, N = 14 SE +/- 14.13, N = 13 SE +/- 2.40, N = 13 SE +/- 1.82, N = 13 SE +/- 1.47, N = 14 SE +/- 1.20, N = 14 SE +/- 11.48, N = 14 SE +/- 11.06, N = 14 SE +/- 63.55, N = 15 771.53 1354.14 2019.08 2157.31 2655.58 3466.72 4975.18 5303.51 5432.40 5803.63 625.55 828.80 1215.75 1389.90 1711.03 1911.01 7275.33 8218.02 8362.86 9696.38 10930.56 11752.11 16323.94 16979.99 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: OpenCL - Benchmark: Integer OpenBenchmarking.org GIOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Integer GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 80 160 240 320 400 35.89 41.66 49.41 190.42 239.46 286.03 172.29 243.20 15.77 19.31 20.44 21.11 19.41 19.10 216.92 233.12 269.58 239.20 256.49 304.24 351.52 319.78
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 30 60 90 120 150 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: 5.89 / Avg: 18.21 / Max: 35.29 Min: 6.77 / Avg: 20.78 / Max: 45.04 Min: 6.81 / Avg: 18.54 / Max: 44.21 Min: 11.56 / Avg: 31.53 / Max: 61.07 Min: 7.22 / Avg: 23.86 / Max: 52.51 Min: 10.76 / Avg: 39.66 / Max: 63.01 Min: 25.66 / Avg: 42.93 / Max: 68.61 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: 77.41 / Avg: 100.08 / Max: 145.18 Min: 9.59 / Avg: 33.54 / Max: 75.71 Min: 9.34 / Avg: 35.25 / Max: 83.76 Min: 8.74 / Avg: 31.02 / Max: 74.53 Min: 14.58 / Avg: 40.54 / Max: 87.26 Min: 14.88 / Avg: 42.62 / Max: 87.11 Min: 9.12 / Avg: 38.63 / Max: 85.74 Min: 6.53 / Avg: 46.44 / Max: 105.43 Min: 24.88 / Avg: 53.1 / Max: 112.58
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 13 26 39 52 65 Min: 40 / Avg: 43.46 / Max: 47 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: 36 / Avg: 38.1 / Max: 41 Min: 43 / Avg: 43.86 / Max: 46 Min: 40 / Avg: 40.95 / Max: 43 Min: 46 / Avg: 51.36 / Max: 56 Min: 37 / Avg: 38.22 / Max: 40 Min: 52 / Avg: 60.21 / Max: 66 Min: 57 / Avg: 59.66 / Max: 64 Min: 39 / Avg: 41.37 / Max: 45 Min: 54 / Avg: 55.99 / Max: 58 Min: 59 / Avg: 60.98 / Max: 63 Min: 63 / Avg: 63.8 / Max: 66 Min: 41 / Avg: 42.11 / Max: 44 Min: 40 / Avg: 41.88 / Max: 44 Min: 39 / Avg: 40.79 / Max: 42 Min: 40 / Avg: 41.27 / Max: 43 Min: 47 / Avg: 47.97 / Max: 49 Min: 38 / Avg: 39.89 / Max: 42 Min: 41 / Avg: 42.55 / Max: 44 Min: 43 / Avg: 43.89 / Max: 45
Mixbench Backend: NVIDIA CUDA - Benchmark: Single Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Single Precision GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 3K 6K 9K 12K 15K SE +/- 0.33, N = 7 SE +/- 1.19, N = 9 SE +/- 30.05, N = 15 SE +/- 2.31, N = 11 SE +/- 3.04, N = 11 SE +/- 0.12, N = 12 SE +/- 0.29, N = 13 SE +/- 0.26, N = 13 SE +/- 0.25, N = 13 SE +/- 2.28, N = 13 SE +/- 3.59, N = 13 SE +/- 0.94, N = 14 SE +/- 0.92, N = 14 SE +/- 5.98, N = 14 SE +/- 56.09, N = 15 SE +/- 134.69, N = 15 SE +/- 556.93, N = 15 SE +/- 595.40, N = 15 2379.01 4167.41 6174.80 6647.94 8182.72 3474.17 4993.92 5313.33 5440.74 5888.78 7339.39 8264.66 8435.23 9754.99 10845.36 11685.95 14734.03 15103.61 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: NVIDIA CUDA - Benchmark: Single Precision OpenBenchmarking.org GFLOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Single Precision GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 70 140 210 280 350 106.43 119.71 144.40 189.58 224.91 282.30 163.52 245.61 224.87 219.97 266.00 232.32 256.97 305.64 311.45 321.81
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 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: 5.84 / Avg: 18.33 / Max: 36.58 Min: 6.66 / Avg: 22.2 / Max: 44.15 Min: 6.76 / Avg: 18.82 / Max: 41.83 Min: 11.46 / Avg: 33.27 / Max: 65.08 Min: 7.61 / Avg: 23.98 / Max: 52.47 Min: 9.64 / Avg: 32.64 / Max: 75.98 Min: 9.47 / Avg: 37.57 / Max: 85.5 Min: 8.47 / Avg: 31.71 / Max: 73.89 Min: 14.65 / Avg: 41.99 / Max: 90.54 Min: 13.88 / Avg: 42.2 / Max: 99.58 Min: 9.19 / Avg: 38.23 / Max: 89.84 Min: 6.44 / Avg: 47.31 / Max: 76.33 Min: 24.62 / Avg: 46.93 / Max: 84.61
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 11 22 33 44 55 Min: 41 / Avg: 44.03 / Max: 46 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: 35 / Avg: 37.02 / Max: 39 Min: 42 / Avg: 42.49 / Max: 44 Min: 38 / Avg: 39.34 / Max: 41 Min: 48 / Avg: 52.19 / Max: 56 Min: 36 / Avg: 37.81 / Max: 40 Min: 39 / Avg: 40.89 / Max: 43 Min: 39 / Avg: 40.66 / Max: 43 Min: 38 / Avg: 39.8 / Max: 42 Min: 39 / Avg: 40 / Max: 42 Min: 45 / Avg: 46.92 / Max: 48 Min: 37 / Avg: 38.21 / Max: 40 Min: 40 / Avg: 40.95 / Max: 42 Min: 42 / Avg: 42.69 / Max: 44
Mixbench Backend: NVIDIA CUDA - Benchmark: Double Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Double Precision GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 90 180 270 360 450 SE +/- 0.03, N = 7 SE +/- 0.00, N = 9 SE +/- 0.10, N = 11 SE +/- 0.35, N = 11 SE +/- 0.03, N = 11 SE +/- 0.06, N = 12 SE +/- 0.13, N = 13 SE +/- 0.10, N = 13 SE +/- 0.66, N = 15 SE +/- 0.08, N = 13 SE +/- 0.01, N = 13 SE +/- 0.23, N = 14 SE +/- 0.27, N = 14 SE +/- 0.15, N = 15 SE +/- 0.22, N = 15 SE +/- 0.96, N = 15 SE +/- 10.76, N = 15 SE +/- 15.67, N = 15 84.55 151.63 225.05 240.92 296.09 92.37 133.88 141.36 144.14 157.14 196.30 221.80 226.21 260.97 291.56 315.61 409.46 413.66 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: NVIDIA CUDA - Benchmark: Double Precision OpenBenchmarking.org GFLOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Double Precision GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 3 6 9 12 15 3.70 4.29 5.40 4.95 6.20 8.03 4.28 6.64 5.83 6.13 6.97 6.23 6.85 8.32 9.55 7.39
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 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: 5.84 / Avg: 18.67 / Max: 36.88 Min: 6.84 / Avg: 21.58 / Max: 45.92 Min: 6.78 / Avg: 17.61 / Max: 42.66 Min: 11.39 / Avg: 33.65 / Max: 67.7 Min: 7.92 / Avg: 23.67 / Max: 53.28 Min: 9.68 / Avg: 33.68 / Max: 77.27 Min: 9.34 / Avg: 36.16 / Max: 82.66 Min: 8.17 / Avg: 32.44 / Max: 75.47 Min: 14.73 / Avg: 41.9 / Max: 90.47 Min: 14.36 / Avg: 42.59 / Max: 91.52 Min: 9.12 / Avg: 37.93 / Max: 74.5 Min: 5.89 / Avg: 42.89 / Max: 74.51 Min: 24.44 / Avg: 55.99 / Max: 137.52
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 11 22 33 44 55 Min: 42 / Avg: 44.23 / Max: 47 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: 34 / Avg: 36.33 / Max: 39 Min: 40 / Avg: 41.5 / Max: 43 Min: 37 / Avg: 38.41 / Max: 40 Min: 47 / Avg: 51.99 / Max: 57 Min: 36 / Avg: 37.38 / Max: 40 Min: 38 / Avg: 40 / Max: 42 Min: 38 / Avg: 39.83 / Max: 42 Min: 38 / Avg: 39.53 / Max: 42 Min: 38 / Avg: 39.03 / Max: 41 Min: 44 / Avg: 45.95 / Max: 47 Min: 36 / Avg: 37.13 / Max: 39 Min: 38 / Avg: 39.9 / Max: 41 Min: 41 / Avg: 41.92 / Max: 43
Mixbench Backend: NVIDIA CUDA - Benchmark: Half Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Half Precision GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 7K 14K 21K 28K 35K SE +/- 0.01, N = 7 SE +/- 0.02, N = 9 SE +/- 0.02, N = 11 SE +/- 0.07, N = 11 SE +/- 0.10, N = 11 SE +/- 0.56, N = 12 SE +/- 0.94, N = 13 SE +/- 53.59, N = 15 SE +/- 15.42, N = 13 SE +/- 0.43, N = 13 SE +/- 7.32, N = 13 SE +/- 1.95, N = 14 SE +/- 1.36, N = 14 SE +/- 1.10, N = 14 SE +/- 10.25, N = 14 SE +/- 15.07, N = 15 SE +/- 601.15, N = 15 SE +/- 939.79, N = 15 42.39 75.77 113.32 121.42 149.35 6948.33 10057.46 10568.46 10862.90 11787.37 14646.46 16507.06 16838.72 19501.67 21764.40 23628.78 31492.24 32084.79 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: NVIDIA CUDA - Benchmark: Half Precision OpenBenchmarking.org GFLOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Half Precision GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 200 400 600 800 1000 1.95 2.18 2.60 371.74 471.20 605.40 332.57 503.02 433.00 454.76 536.79 464.09 504.24 620.34 775.82 583.70
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 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: 5.85 / Avg: 18.69 / Max: 36.92 Min: 6.73 / Avg: 21.34 / Max: 46.12 Min: 6.75 / Avg: 17.46 / Max: 41.5 Min: 11.26 / Avg: 32.66 / Max: 62.08 Min: 7.78 / Avg: 23.43 / Max: 53.56 Min: 9.66 / Avg: 33.83 / Max: 75.47 Min: 9.6 / Avg: 36.3 / Max: 84.48 Min: 8.29 / Avg: 31.37 / Max: 74.71 Min: 14.63 / Avg: 42.02 / Max: 92.35 Min: 14.51 / Avg: 43.16 / Max: 82.79 Min: 9.03 / Avg: 38.09 / Max: 96.29 Min: 6.66 / Avg: 40.59 / Max: 77.98 Min: 24.42 / Avg: 54.97 / Max: 84.04
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 11 22 33 44 55 Min: 39 / Avg: 43.69 / Max: 46 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: 34 / Avg: 36.12 / Max: 38 Min: 40 / Avg: 40.72 / Max: 42 Min: 37 / Avg: 37.78 / Max: 40 Min: 46 / Avg: 51.12 / Max: 56 Min: 35 / Avg: 37.12 / Max: 39 Min: 38 / Avg: 39.49 / Max: 42 Min: 37 / Avg: 39 / Max: 41 Min: 38 / Avg: 39.44 / Max: 42 Min: 37 / Avg: 38.31 / Max: 40 Min: 44 / Avg: 45.02 / Max: 47 Min: 35 / Avg: 36.9 / Max: 39 Min: 38 / Avg: 38.9 / Max: 40 Min: 40 / Avg: 41.07 / Max: 43
Mixbench Backend: NVIDIA CUDA - Benchmark: Integer OpenBenchmarking.org GIOPS, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Integer GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 3K 6K 9K 12K 15K SE +/- 0.18, N = 7 SE +/- 2.01, N = 9 SE +/- 3.28, N = 11 SE +/- 0.87, N = 11 SE +/- 1.56, N = 11 SE +/- 0.11, N = 12 SE +/- 0.38, N = 13 SE +/- 0.22, N = 13 SE +/- 4.94, N = 15 SE +/- 0.35, N = 13 SE +/- 4.65, N = 13 SE +/- 49.03, N = 15 SE +/- 0.55, N = 14 SE +/- 0.98, N = 14 SE +/- 7.76, N = 14 SE +/- 1.56, N = 14 SE +/- 264.51, N = 15 SE +/- 458.60, N = 15 667.90 1187.72 1764.63 1887.61 2326.09 3108.84 4492.32 4753.11 4866.61 5271.34 6539.81 7348.91 7540.28 8722.28 9732.48 10562.99 14103.79 14426.11 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: NVIDIA CUDA - Benchmark: Integer OpenBenchmarking.org GIOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Integer GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 60 120 180 240 300 31.42 36.18 42.16 165.59 209.04 256.90 147.05 220.01 193.81 206.60 237.94 212.98 224.38 270.35 278.86 272.76
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 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: 5.79 / Avg: 18.77 / Max: 36.88 Min: 6.81 / Avg: 21.49 / Max: 45.01 Min: 6.76 / Avg: 18.5 / Max: 42.87 Min: 11.42 / Avg: 33.09 / Max: 66.75 Min: 7.89 / Avg: 23.96 / Max: 55.32 Min: 9.68 / Avg: 33.74 / Max: 77.28 Min: 9.64 / Avg: 35.57 / Max: 81.35 Min: 8.41 / Avg: 31.69 / Max: 74.06 Min: 14.65 / Avg: 40.95 / Max: 91.15 Min: 14.77 / Avg: 43.38 / Max: 96.5 Min: 9.03 / Avg: 39.07 / Max: 95.34 Min: 6.86 / Avg: 50.58 / Max: 125.4 Min: 24.49 / Avg: 52.89 / Max: 84.59
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 11 22 33 44 55 Min: 41 / Avg: 44.13 / Max: 46 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: 34 / Avg: 35.91 / Max: 38 Min: 39 / Avg: 40.4 / Max: 41 Min: 36 / Avg: 37.51 / Max: 39 Min: 48 / Avg: 52 / Max: 56 Min: 35 / Avg: 37.11 / Max: 39 Min: 37 / Avg: 39.05 / Max: 41 Min: 37 / Avg: 38.73 / Max: 41 Min: 38 / Avg: 39.58 / Max: 42 Min: 37 / Avg: 38.05 / Max: 40 Min: 43 / Avg: 44.24 / Max: 46 Min: 35 / Avg: 36.07 / Max: 38 Min: 37 / Avg: 38.49 / Max: 40 Min: 39 / Avg: 40.77 / Max: 42
NAMD CUDA ATPase Simulation - 327,506 Atoms OpenBenchmarking.org days/ns, Fewer Is Better NAMD CUDA 2.14 ATPase Simulation - 327,506 Atoms GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.1339 0.2678 0.4017 0.5356 0.6695 SE +/- 0.00392, N = 3 SE +/- 0.00077, N = 3 SE +/- 0.00276, N = 4 SE +/- 0.00101, N = 4 SE +/- 0.00174, N = 4 SE +/- 0.00088, N = 3 SE +/- 0.00061, N = 4 SE +/- 0.00142, N = 4 SE +/- 0.00026, N = 4 SE +/- 0.00217, N = 4 SE +/- 0.00145, N = 3 SE +/- 0.00332, N = 3 SE +/- 0.00170, N = 3 SE +/- 0.00291, N = 3 SE +/- 0.00163, N = 4 SE +/- 0.00182, N = 4 SE +/- 0.00144, N = 4 SE +/- 0.00060, N = 4 SE +/- 0.00191, N = 4 SE +/- 0.00025, N = 4 SE +/- 0.00054, N = 4 SE +/- 0.00097, N = 4 SE +/- 0.00046, N = 4 SE +/- 0.00134, N = 4 0.53233 0.30957 0.24022 0.22300 0.22426 0.34503 0.26211 0.24290 0.23177 0.22800 0.59513 0.50785 0.36071 0.33566 0.29138 0.27103 0.20635 0.20057 0.20362 0.19625 0.19265 0.19329 0.19082 0.19195
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 6.85 / Avg: 46.24 / Max: 69.66 Min: 6.94 / Avg: 57.84 / Max: 97.32 Min: 7.08 / Avg: 63.25 / Max: 115.6 Min: 12.4 / Avg: 73.53 / Max: 126.72 Min: 8.48 / Avg: 67.95 / Max: 126.69 Min: 8.66 / Avg: 78.21 / Max: 102.66 Min: 8.75 / Avg: 87.55 / Max: 119.85 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: 19.16 / Avg: 151.47 / Max: 222.61 Min: 10.48 / Avg: 84.98 / Max: 158.78 Min: 10.25 / Avg: 91.2 / Max: 168.72 Min: 10.46 / Avg: 87.35 / Max: 167.51 Min: 15.34 / Avg: 97.27 / Max: 184.97 Min: 18.23 / Avg: 99.19 / Max: 191.74 Min: 9.73 / Avg: 101.46 / Max: 189.94 Min: 9.24 / Avg: 115.59 / Max: 221.44 Min: 30.29 / Avg: 117.9 / Max: 215.49
NAMD CUDA GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better NAMD CUDA 2.14 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 15 30 45 60 75 Min: 48 / Avg: 57.3 / Max: 62 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: 50 / Avg: 56.55 / Max: 61 Min: 55 / Avg: 58.38 / Max: 62 Min: 57 / Avg: 61.97 / Max: 68 Min: 45 / Avg: 54.14 / Max: 62 Min: 47 / Avg: 52.33 / Max: 58 Min: 46 / Avg: 66.62 / Max: 74 Min: 50 / Avg: 64.88 / Max: 71 Min: 47 / Avg: 56.05 / Max: 62 Min: 65 / Avg: 71.49 / Max: 76 Min: 68 / Avg: 73.03 / Max: 77 Min: 66 / Avg: 73.62 / Max: 79 Min: 53 / Avg: 57.94 / Max: 63 Min: 55 / Avg: 58.94 / Max: 64 Min: 55 / Avg: 59.24 / Max: 63 Min: 53 / Avg: 57.12 / Max: 61 Min: 61 / Avg: 64.65 / Max: 68 Min: 53 / Avg: 56.33 / Max: 60 Min: 56 / Avg: 59.33 / Max: 63 Min: 57 / Avg: 60.56 / Max: 64
NeatBench Acceleration: GPU OpenBenchmarking.org FPS, More Is Better NeatBench 5 Acceleration: GPU GTX 1070 GTX 1080 GTX 1650 GTX 1660 GTX 950 GTX 960 GTX 970 GTX 980 RTX 2060 RTX 2070 RTX 2080 TITAN RTX 11 22 33 44 55 SE +/- 0.13, N = 13 SE +/- 0.04, N = 13 SE +/- 0.05, N = 13 SE +/- 0.06, N = 13 SE +/- 0.02, N = 13 SE +/- 0.01, N = 13 SE +/- 0.05, N = 13 SE +/- 0.04, N = 13 SE +/- 0.23, N = 14 SE +/- 0.26, N = 13 SE +/- 0.11, N = 15 SE +/- 0.02, N = 13 21.50 24.60 12.80 18.60 9.54 9.53 15.40 17.30 28.30 35.80 38.30 48.10
NeatBench Acceleration: GPU OpenBenchmarking.org FPS Per Watt, More Is Better NeatBench 5 Acceleration: GPU GTX 1070 GTX 1080 GTX 1650 GTX 1660 GTX 950 GTX 960 GTX 970 GTX 980 RTX 2060 RTX 2070 RTX 2080 TITAN RTX 0.2385 0.477 0.7155 0.954 1.1925 0.44 0.46 0.68 0.93 0.24 0.23 0.26 0.26 0.78 1.06 0.81 0.80
NeatBench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better NeatBench 5 GPU Power Consumption Monitor GTX 1070 GTX 1080 GTX 1650 GTX 1660 GTX 950 GTX 960 GTX 970 GTX 980 RTX 2060 RTX 2070 RTX 2080 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: 5.87 / Avg: 18.88 / Max: 56.64 Min: 6.77 / Avg: 20.09 / Max: 57.18 Min: 10.76 / Avg: 39.7 / Max: 80.14 Min: 25.37 / Avg: 41.35 / Max: 81.47 Min: 43.97 / Avg: 58.4 / Max: 97.17 Min: 45.04 / Avg: 65.52 / Max: 125.61 Min: 9.68 / Avg: 36.15 / Max: 70.16 Min: 8.77 / Avg: 33.68 / Max: 64.54 Min: 16.13 / Avg: 47.35 / Max: 77.25 Min: 25.46 / Avg: 60.11 / Max: 97.89
NeatBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better NeatBench 5 GPU Temperature Monitor GTX 1070 GTX 1080 GTX 1650 GTX 1660 GTX 950 GTX 960 GTX 970 GTX 980 RTX 2060 RTX 2070 RTX 2080 TITAN RTX 12 24 36 48 60 Min: 50 / Avg: 51.91 / Max: 53 Min: 53 / Avg: 54.76 / Max: 58 Min: 37 / Avg: 38.37 / Max: 42 Min: 40 / Avg: 41.41 / Max: 44 Min: 47 / Avg: 53.89 / Max: 63 Min: 51 / Avg: 53.84 / Max: 58 Min: 43 / Avg: 44.66 / Max: 47 Min: 57 / Avg: 59.02 / Max: 62 Min: 41 / Avg: 42.05 / Max: 43 Min: 43 / Avg: 44.89 / Max: 47 Min: 50 / Avg: 51.93 / Max: 54 Min: 46 / Avg: 48.36 / Max: 51
OctaneBench Total Score OpenBenchmarking.org Score, More Is Better OctaneBench 4.00c Total Score GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 70 140 210 280 350 55.43 91.73 132.84 141.67 148.47 77.41 92.37 119.11 135.66 133.35 51.16 58.90 96.20 110.81 143.52 154.42 166.10 206.08 207.54 221.19 224.39 234.07 310.81 324.55
OctaneBench Total Score OpenBenchmarking.org Score Per Watt, More Is Better OctaneBench 4.00c Total Score GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.351 0.702 1.053 1.404 1.755 1.23 1.25 1.26 1.34 1.28 1.56 1.25 1.35 0.76 0.79 0.84 0.85 0.85 0.85 1.27 1.30 1.32 1.34 1.26 1.39 1.29 1.27
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 5.76 / Avg: 57.94 / Max: 65.99 Min: 6.8 / Avg: 72.22 / Max: 85.85 Min: 6.78 / Avg: 76.35 / Max: 88.43 Min: 11.31 / Avg: 108.81 / Max: 123.5 Min: 7.88 / Avg: 98.52 / Max: 113.9 Min: 8.94 / Avg: 67.05 / Max: 78.36 Min: 8.74 / Avg: 74.17 / Max: 90.01 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: 16.97 / Avg: 182.6 / Max: 208.61 Min: 9.62 / Avg: 131.01 / Max: 155.55 Min: 9.65 / Avg: 158.05 / Max: 177.65 Min: 8.36 / Avg: 157.06 / Max: 177.36 Min: 14.82 / Avg: 164.8 / Max: 191.74 Min: 14.48 / Avg: 178.44 / Max: 212.47 Min: 9.09 / Avg: 168.68 / Max: 207.09 Min: 5.88 / Avg: 240.3 / Max: 266.51 Min: 24.44 / Avg: 255.61 / Max: 287.48
OctaneBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OctaneBench 4.00c GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 16 32 48 64 80 Min: 38 / Avg: 55.91 / Max: 60 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: 34 / Avg: 58.68 / Max: 65 Min: 39 / Avg: 58.08 / Max: 64 Min: 36 / Avg: 63.41 / Max: 70 Min: 48 / Avg: 64.26 / Max: 68 Min: 35 / Avg: 58.45 / Max: 63 Min: 48 / Avg: 65.98 / Max: 71 Min: 50 / Avg: 64.99 / Max: 69 Min: 34 / Avg: 55.54 / Max: 61 Min: 45 / Avg: 71.18 / Max: 78 Min: 52 / Avg: 77.62 / Max: 82 Min: 51 / Avg: 78.62 / Max: 83 Min: 37 / Avg: 63.69 / Max: 70 Min: 36 / Avg: 67.43 / Max: 74 Min: 38 / Avg: 69.66 / Max: 76 Min: 36 / Avg: 62.21 / Max: 70 Min: 42 / Avg: 74.54 / Max: 81 Min: 34 / Avg: 60.67 / Max: 69 Min: 37 / Avg: 69.87 / Max: 77 Min: 39 / Avg: 71.86 / Max: 78
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 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 600 1200 1800 2400 3000 SE +/- 0.93, N = 6 SE +/- 2.10, N = 6 SE +/- 3.20, N = 7 SE +/- 0.31, N = 7 SE +/- 1.79, N = 7 SE +/- 0.63, N = 7 SE +/- 0.88, N = 6 SE +/- 1.27, N = 7 SE +/- 0.83, N = 7 SE +/- 1.12, N = 7 SE +/- 0.31, N = 5 SE +/- 0.57, N = 6 SE +/- 0.24, N = 6 SE +/- 0.78, N = 6 SE +/- 2.34, N = 5 SE +/- 3.21, N = 7 SE +/- 0.92, N = 7 SE +/- 3.83, N = 8 SE +/- 3.47, N = 8 SE +/- 2.51, N = 8 SE +/- 2.80, N = 7 SE +/- 6.26, N = 8 SE +/- 1.82, N = 7 SE +/- 1.27, N = 8 594.41 987.07 1392.46 1485.78 1665.72 814.50 1080.43 1199.66 1380.68 1427.43 508.66 609.16 910.91 1053.49 1290.48 1369.20 1719.71 2012.37 1996.60 2287.03 2322.39 2432.73 2751.85 2856.83
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 12 24 36 48 60 21.41 22.95 26.42 26.58 32.92 39.25 28.52 37.22 9.92 11.25 12.30 13.58 13.25 12.27 36.00 37.84 40.97 39.12 39.49 44.35 55.22 50.71
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 5.82 / Avg: 30.64 / Max: 54.32 Min: 6.93 / Avg: 32.82 / Max: 62.88 Min: 6.77 / Avg: 30.56 / Max: 59.99 Min: 11.63 / Avg: 48.41 / Max: 90.62 Min: 7.56 / Avg: 38.35 / Max: 75.53 Min: 10.55 / Avg: 51.25 / Max: 84.79 Min: 25.57 / Avg: 54.14 / Max: 92.97 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: 73.89 / Avg: 111.6 / Max: 162.3 Min: 9.61 / Avg: 47.77 / Max: 96.5 Min: 9.83 / Avg: 53.18 / Max: 107.25 Min: 8.39 / Avg: 48.73 / Max: 100.29 Min: 14.68 / Avg: 58.46 / Max: 113.02 Min: 16.01 / Avg: 58.8 / Max: 114.53 Min: 9.13 / Avg: 54.85 / Max: 109.02 Min: 6.74 / Avg: 49.84 / Max: 77.61 Min: 24.23 / Avg: 56.34 / Max: 82.22
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 13 26 39 52 65 Min: 39 / Avg: 44.91 / Max: 52 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: 33 / Avg: 39.25 / Max: 45 Min: 37 / Avg: 39.75 / Max: 43 Min: 34 / Avg: 38.2 / Max: 43 Min: 44 / Avg: 50.7 / Max: 60 Min: 35 / Avg: 39.81 / Max: 45 Min: 45 / Avg: 57.86 / Max: 68 Min: 49 / Avg: 56.63 / Max: 66 Min: 41 / Avg: 44.84 / Max: 51 Min: 51 / Avg: 54.67 / Max: 60 Min: 61 / Avg: 63.43 / Max: 68 Min: 62 / Avg: 65.43 / Max: 69 Min: 36 / Avg: 40.22 / Max: 45 Min: 36 / Avg: 40.64 / Max: 46 Min: 36 / Avg: 40.76 / Max: 45 Min: 35 / Avg: 38.57 / Max: 43 Min: 43 / Avg: 46.69 / Max: 51 Min: 35 / Avg: 38.05 / Max: 41 Min: 39 / Avg: 40.58 / Max: 42 Min: 37 / Avg: 38.85 / Max: 40
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 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 40 80 120 160 200 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 SE +/- 0.06, N = 3 SE +/- 0.05, N = 3 SE +/- 0.11, N = 3 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.07, N = 3 SE +/- 0.06, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.08, N = 3 SE +/- 0.19, N = 3 SE +/- 0.08, N = 3 SE +/- 0.14, N = 3 SE +/- 0.17, N = 3 SE +/- 0.11, N = 3 SE +/- 0.20, N = 3 SE +/- 0.09, N = 3 SE +/- 0.19, N = 3 SE +/- 0.21, N = 3 57.13 83.52 103.79 99.64 99.82 65.59 77.10 97.94 111.39 108.06 73.25 80.47 89.28 93.03 125.33 154.81 153.03 154.74 154.35 158.82 187.73 198.37
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.4793 0.9586 1.4379 1.9172 2.3965 1.56 1.46 1.35 1.65 1.66 2.13 1.79 1.88 0.92 0.91 0.77 1.05 1.89 1.87 1.99 1.77 1.75 1.87 1.99 2.13
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 5.96 / Avg: 39.67 / Max: 54.51 Min: 6.55 / Avg: 46.45 / Max: 64.99 Min: 6.78 / Avg: 46.02 / Max: 67.2 Min: 11.36 / Avg: 62.38 / Max: 93.26 Min: 7.49 / Avg: 57.4 / Max: 84.31 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: 16.88 / Avg: 88.52 / Max: 151.05 Min: 9.68 / Avg: 66.44 / Max: 105.07 Min: 10.02 / Avg: 82.91 / Max: 123.91 Min: 8.77 / Avg: 77 / Max: 117.42 Min: 14.56 / Avg: 87.18 / Max: 128.88 Min: 15.5 / Avg: 88.31 / Max: 129.77 Min: 8.97 / Avg: 85.01 / Max: 124.21 Min: 6.49 / Avg: 94.19 / Max: 158.84 Min: 24.13 / Avg: 93.33 / Max: 165.41
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 41 / Avg: 48.8 / Max: 54 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: 36 / Avg: 46.06 / Max: 52 Min: 38 / Avg: 44.26 / Max: 49 Min: 36 / Avg: 44.36 / Max: 51 Min: 42 / Avg: 51.43 / Max: 57 Min: 37 / Avg: 45.59 / Max: 52 Min: 40 / Avg: 47.16 / Max: 52 Min: 53 / Avg: 59.61 / Max: 65 Min: 65 / Avg: 68.95 / Max: 72 Min: 51 / Avg: 61.84 / Max: 72 Min: 38 / Avg: 44.63 / Max: 51 Min: 38 / Avg: 45.63 / Max: 52 Min: 39 / Avg: 46.52 / Max: 53 Min: 36 / Avg: 42.39 / Max: 47 Min: 45 / Avg: 53.21 / Max: 60 Min: 36 / Avg: 41.87 / Max: 46 Min: 39 / Avg: 43.93 / Max: 50 Min: 36 / Avg: 42.24 / Max: 49
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 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 500 1000 1500 2000 2500 SE +/- 0.34, N = 6 SE +/- 0.68, N = 7 SE +/- 1.14, N = 8 SE +/- 0.27, N = 8 SE +/- 0.60, N = 8 SE +/- 0.31, N = 7 SE +/- 0.61, N = 7 SE +/- 0.61, N = 7 SE +/- 1.11, N = 8 SE +/- 0.87, N = 8 SE +/- 0.17, N = 6 SE +/- 0.05, N = 6 SE +/- 0.28, N = 7 SE +/- 0.69, N = 7 SE +/- 0.66, N = 8 SE +/- 0.79, N = 8 SE +/- 2.01, N = 8 SE +/- 1.35, N = 8 SE +/- 1.79, N = 8 SE +/- 1.66, N = 8 SE +/- 1.77, N = 8 SE +/- 1.80, N = 9 SE +/- 1.58, N = 8 SE +/- 2.36, N = 8 481.31 775.73 1052.64 1070.90 1154.13 573.67 740.17 858.90 1080.11 1038.86 408.28 434.07 716.82 810.50 1029.36 1106.29 1285.58 1585.76 1575.65 1712.75 1726.60 1815.92 2406.16 2544.67
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 7 14 21 28 35 14.83 15.79 16.07 16.68 18.63 23.22 20.26 23.03 7.35 7.22 8.87 9.15 8.96 9.27 22.78 26.08 26.35 25.60 22.97 27.78 32.19 29.05
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 6.33 / Avg: 34.39 / Max: 60.91 Min: 6.51 / Avg: 39.72 / Max: 74.35 Min: 6.92 / Avg: 36.98 / Max: 74.69 Min: 11.35 / Avg: 53.31 / Max: 107.06 Min: 8.36 / Avg: 45.12 / Max: 91.44 Min: 10.66 / Avg: 55.55 / Max: 87.44 Min: 25.76 / Avg: 60.1 / Max: 95.86 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: 74.57 / Avg: 119.34 / Max: 192.7 Min: 9.8 / Avg: 56.43 / Max: 120.67 Min: 10.43 / Avg: 60.79 / Max: 139.03 Min: 8.77 / Avg: 59.8 / Max: 132.88 Min: 14.88 / Avg: 66.89 / Max: 143.43 Min: 15.73 / Avg: 75.18 / Max: 145.8 Min: 9.28 / Avg: 65.37 / Max: 139.25 Min: 7.96 / Avg: 74.76 / Max: 183.39 Min: 32.24 / Avg: 87.61 / Max: 201.38
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 43 / Avg: 49.98 / Max: 57 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: 43 / Avg: 47.88 / Max: 53 Min: 44 / Avg: 46.4 / Max: 49 Min: 44 / Avg: 47.11 / Max: 51 Min: 42 / Avg: 49.72 / Max: 59 Min: 42 / Avg: 45.85 / Max: 50 Min: 48 / Avg: 60.71 / Max: 69 Min: 52 / Avg: 60.65 / Max: 67 Min: 43 / Avg: 48.09 / Max: 54 Min: 58 / Avg: 61.76 / Max: 66 Min: 67 / Avg: 69.24 / Max: 72 Min: 64 / Avg: 67.24 / Max: 71 Min: 43 / Avg: 45.98 / Max: 51 Min: 43 / Avg: 45.65 / Max: 50 Min: 46 / Avg: 48.28 / Max: 52 Min: 40 / Avg: 42.73 / Max: 47 Min: 54 / Avg: 55.91 / Max: 59 Min: 40 / Avg: 42.43 / Max: 46 Min: 44 / Avg: 45.91 / Max: 49 Min: 55 / Avg: 58.62 / Max: 63
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 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 80 160 240 320 400 SE +/- 0.05, N = 3 SE +/- 0.19, N = 3 SE +/- 0.23, N = 3 SE +/- 0.04, N = 3 SE +/- 0.11, N = 3 SE +/- 0.13, N = 3 SE +/- 0.13, N = 3 SE +/- 0.22, N = 3 SE +/- 0.04, N = 3 SE +/- 0.31, N = 3 SE +/- 110.03, N = 12 SE +/- 0.02, N = 3 SE +/- 0.62, N = 3 SE +/- 0.02, N = 3 SE +/- 0.07, N = 3 SE +/- 0.31, N = 3 SE +/- 0.29, N = 3 SE +/- 0.29, N = 3 SE +/- 0.32, N = 3 SE +/- 0.40, N = 4 SE +/- 0.38, N = 4 SE +/- 0.25, N = 3 SE +/- 0.19, N = 3 60.92 108.56 151.71 159.43 190.14 80.68 115.70 120.84 135.31 143.22 213.49 97.83 109.50 138.33 148.84 172.73 204.35 202.42 221.49 243.51 265.91 353.54 355.85
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.8393 1.6786 2.5179 3.3572 4.1965 1.43 1.74 1.96 1.64 1.95 2.03 1.84 1.96 2.52 0.87 0.90 0.95 0.95 2.06 2.06 2.09 2.04 2.09 2.47 3.73 2.86
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 6.27 / Avg: 49.28 / Max: 67.04 Min: 6.85 / Avg: 59.27 / Max: 88.81 Min: 6.9 / Avg: 59.44 / Max: 90.55 Min: 11.51 / Avg: 73.7 / Max: 123.62 Min: 8.49 / Avg: 73.08 / Max: 115.42 Min: 25.57 / Avg: 84.88 / Max: 116.73 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: 74.4 / Avg: 156 / Max: 219.73 Min: 9.85 / Avg: 84.02 / Max: 142.41 Min: 9.76 / Avg: 99.03 / Max: 154.82 Min: 8.79 / Avg: 96.98 / Max: 153.22 Min: 17.81 / Avg: 108.47 / Max: 168.24 Min: 15.87 / Avg: 116.52 / Max: 187.13 Min: 9.47 / Avg: 107.76 / Max: 184.11 Min: 6.44 / Avg: 94.72 / Max: 227.5 Min: 26.88 / Avg: 124.61 / Max: 260.61
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 15 30 45 60 75 Min: 42 / Avg: 54.11 / Max: 60 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: 42 / Avg: 53.58 / Max: 60 Min: 44 / Avg: 50.11 / Max: 55 Min: 43 / Avg: 52.66 / Max: 60 Min: 43 / Avg: 54.2 / Max: 62 Min: 41 / Avg: 50.93 / Max: 58 Min: 54 / Avg: 65.72 / Max: 73 Min: 42 / Avg: 55.41 / Max: 65 Min: 56 / Avg: 66.95 / Max: 75 Min: 64 / Avg: 72.37 / Max: 80 Min: 64 / Avg: 72.21 / Max: 80 Min: 42 / Avg: 49.63 / Max: 59 Min: 41 / Avg: 50.07 / Max: 58 Min: 44 / Avg: 52.1 / Max: 60 Min: 39 / Avg: 46.11 / Max: 52 Min: 52 / Avg: 61.07 / Max: 69 Min: 39 / Avg: 46.19 / Max: 52 Min: 43 / Avg: 46.5 / Max: 54 Min: 51 / Avg: 55.45 / Max: 62
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 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 50 100 150 200 250 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.07, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.07, N = 3 SE +/- 0.05, N = 3 SE +/- 0.08, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.15, N = 3 SE +/- 0.09, N = 3 SE +/- 0.06, N = 3 SE +/- 0.06, N = 3 SE +/- 0.09, N = 3 SE +/- 0.12, N = 3 SE +/- 0.12, N = 3 SE +/- 0.09, N = 3 SE +/- 0.12, N = 3 SE +/- 0.21, N = 3 SE +/- 0.25, N = 3 49.71 79.13 108.46 108.23 112.28 59.37 73.17 87.25 100.51 98.99 41.97 45.54 73.89 82.21 99.84 105.39 125.23 146.90 147.87 149.69 151.99 159.79 212.11 227.30
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.4883 0.9766 1.4649 1.9532 2.4415 1.29 1.63 1.40 1.24 1.31 1.58 1.70 1.48 0.61 0.82 0.81 0.82 1.04 0.81 1.74 1.55 1.55 1.47 1.41 1.62 2.17 2.12
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 6.57 / Avg: 47.69 / Max: 62.44 Min: 6.77 / Avg: 55.77 / Max: 75.88 Min: 6.93 / Avg: 55.27 / Max: 77.2 Min: 11.41 / Avg: 59.29 / Max: 109.55 Min: 8.16 / Avg: 66.74 / Max: 95.39 Min: 10.66 / Avg: 68.85 / Max: 84.94 Min: 25.95 / Avg: 55.7 / Max: 94.78 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: 73.76 / Avg: 130.75 / Max: 189.31 Min: 9.96 / Avg: 71.86 / Max: 128.42 Min: 10.08 / Avg: 94.98 / Max: 148.4 Min: 9.41 / Avg: 95.27 / Max: 148.67 Min: 14.66 / Avg: 101.94 / Max: 153.35 Min: 17.06 / Avg: 107.86 / Max: 161.23 Min: 9.28 / Avg: 98.38 / Max: 149.26 Min: 7.18 / Avg: 97.64 / Max: 203.73 Min: 26.74 / Avg: 107.42 / Max: 218.66
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 15 30 45 60 75 Min: 41 / Avg: 52.26 / Max: 60 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: 46 / Avg: 54.77 / Max: 59 Min: 48 / Avg: 52.67 / Max: 56 Min: 48 / Avg: 54.65 / Max: 59 Min: 43 / Avg: 51.23 / Max: 61 Min: 44 / Avg: 50.73 / Max: 55 Min: 50 / Avg: 66.5 / Max: 71 Min: 51 / Avg: 59.77 / Max: 68 Min: 42 / Avg: 51.79 / Max: 59 Min: 56 / Avg: 64.44 / Max: 71 Min: 57 / Avg: 64.76 / Max: 73 Min: 61 / Avg: 69.07 / Max: 77 Min: 44 / Avg: 49.7 / Max: 58 Min: 45 / Avg: 51.65 / Max: 58 Min: 49 / Avg: 54.73 / Max: 60 Min: 42 / Avg: 47.79 / Max: 52 Min: 57 / Avg: 62.63 / Max: 67 Min: 43 / Avg: 48 / Max: 52 Min: 45 / Avg: 48.38 / Max: 55 Min: 50 / Avg: 53.57 / Max: 60
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 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 200 400 600 800 1000 SE +/- 0.09, N = 3 SE +/- 0.09, N = 4 SE +/- 0.44, N = 4 SE +/- 0.07, N = 4 SE +/- 0.35, N = 4 SE +/- 0.34, N = 4 SE +/- 0.08, N = 4 SE +/- 0.07, N = 4 SE +/- 0.17, N = 4 SE +/- 0.06, N = 4 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 SE +/- 0.11, N = 4 SE +/- 0.41, N = 4 SE +/- 0.57, N = 4 SE +/- 0.30, N = 4 SE +/- 0.19, N = 4 SE +/- 0.28, N = 5 SE +/- 0.29, N = 5 SE +/- 0.28, N = 5 SE +/- 0.58, N = 5 SE +/- 0.50, N = 5 SE +/- 1.41, N = 5 SE +/- 0.80, N = 5 130.66 227.23 314.83 331.84 398.82 201.27 269.17 289.42 298.77 313.08 111.25 143.15 203.08 228.46 267.88 294.10 390.07 438.26 444.84 500.26 544.54 588.04 753.75 775.69
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 2 4 6 8 10 3.48 3.83 4.96 4.87 5.90 6.63 5.13 5.82 1.66 1.98 2.10 2.18 2.10 2.21 5.73 6.01 6.24 6.45 6.16 7.48 8.14 7.85
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 6.53 / Avg: 41.35 / Max: 58.89 Min: 6.81 / Avg: 45.61 / Max: 70.76 Min: 6.95 / Avg: 43.66 / Max: 68.27 Min: 11.5 / Avg: 58.25 / Max: 91.15 Min: 8.3 / Avg: 53.76 / Max: 85.43 Min: 10.66 / Avg: 67.01 / Max: 90.45 Min: 25.57 / Avg: 72.43 / Max: 102.95 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: 73.9 / Avg: 133.17 / Max: 182.51 Min: 9.89 / Avg: 68.07 / Max: 115.61 Min: 9.85 / Avg: 72.9 / Max: 120.67 Min: 9.94 / Avg: 71.27 / Max: 114.73 Min: 14.73 / Avg: 77.52 / Max: 120.59 Min: 16.11 / Avg: 88.43 / Max: 134.68 Min: 9.31 / Avg: 78.65 / Max: 123.51 Min: 7.96 / Avg: 92.65 / Max: 172.43 Min: 25.76 / Avg: 98.8 / Max: 176.19
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 45 / Avg: 54.69 / Max: 60 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: 47 / Avg: 53.79 / Max: 58 Min: 50 / Avg: 52.73 / Max: 55 Min: 49 / Avg: 53.32 / Max: 56 Min: 43 / Avg: 51.52 / Max: 57 Min: 44 / Avg: 49.12 / Max: 52 Min: 50 / Avg: 66.77 / Max: 73 Min: 55 / Avg: 65.03 / Max: 71 Min: 46 / Avg: 54.04 / Max: 59 Min: 60 / Avg: 66.7 / Max: 71 Min: 65 / Avg: 70.14 / Max: 74 Min: 66 / Avg: 70.32 / Max: 74 Min: 47 / Avg: 50.95 / Max: 55 Min: 46 / Avg: 50.76 / Max: 54 Min: 50 / Avg: 53.33 / Max: 56 Min: 43 / Avg: 46.77 / Max: 49 Min: 58 / Avg: 60.73 / Max: 63 Min: 44 / Avg: 46.93 / Max: 49 Min: 47 / Avg: 50.16 / Max: 53 Min: 51 / Avg: 53.47 / Max: 56
PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 200M 400M 600M 800M 1000M SE +/- 0.01, N = 3 SE +/- 0.22, N = 3 SE +/- 0.18, N = 3 SE +/- 0.10, N = 3 SE +/- 0.42, N = 3 SE +/- 0.16, N = 3 SE +/- 0.16, N = 3 SE +/- 0.30, N = 3 SE +/- 0.10, N = 3 SE +/- 0.25, N = 3 SE +/- 0.06, N = 3 SE +/- 0.21, N = 3 SE +/- 0.87, N = 3 SE +/- 0.47, N = 3 SE +/- 0.40, N = 3 SE +/- 0.38, N = 3 SE +/- 0.51, N = 3 SE +/- 0.33, N = 3 SE +/- 0.81, N = 3 SE +/- 0.37, N = 3 SE +/- 0.64, N = 3 SE +/- 0.54, N = 4 37.13 71.78 99.88 116.89 131.34 53.35 77.98 85.46 86.61 92.41 1000000000.00 64.53 72.21 90.74 97.40 112.29 128.91 132.03 155.42 164.78 183.53 237.29 248.79
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 7M 14M 21M 28M 35M 0.80 1.01 1.14 1.01 1.14 1.13 0.99 1.07 30746190.20 0.49 0.57 0.51 0.55 1.10 1.16 1.23 1.24 1.31 1.43 1.84 1.36
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 6.22 / Avg: 52.84 / Max: 70.94 Min: 6.69 / Avg: 68.26 / Max: 99.24 Min: 6.89 / Avg: 75.36 / Max: 116 Min: 11.35 / Avg: 87.8 / Max: 128.34 Min: 8.19 / Avg: 86.57 / Max: 129.99 Min: 8.74 / Avg: 32.52 / Max: 61.23 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: 19.54 / Avg: 178.15 / Max: 253.52 Min: 9.82 / Avg: 102.42 / Max: 164.41 Min: 9.95 / Avg: 111.25 / Max: 177.65 Min: 8.37 / Avg: 107.21 / Max: 179.85 Min: 14.76 / Avg: 125.21 / Max: 210.07 Min: 15.82 / Avg: 125.4 / Max: 212.49 Min: 9.15 / Avg: 128.63 / Max: 236.84 Min: 7.68 / Avg: 129 / Max: 273.84 Min: 25.24 / Avg: 182.33 / Max: 287.74
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 16 32 48 64 80 Min: 43 / Avg: 57.14 / Max: 62 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: 43 / Avg: 57.18 / Max: 65 Min: 47 / Avg: 55.43 / Max: 62 Min: 44 / Avg: 59.01 / Max: 71 Min: 42 / Avg: 57.92 / Max: 67 Min: 40 / Avg: 54.46 / Max: 64 Min: 48 / Avg: 52.61 / Max: 56 Min: 42 / Avg: 61.25 / Max: 72 Min: 54 / Avg: 69.36 / Max: 80 Min: 64 / Avg: 76.62 / Max: 85 Min: 62 / Avg: 75.14 / Max: 85 Min: 43 / Avg: 54.88 / Max: 65 Min: 43 / Avg: 53.72 / Max: 64 Min: 45 / Avg: 55.02 / Max: 65 Min: 41 / Avg: 49.58 / Max: 59 Min: 52 / Avg: 62.25 / Max: 74 Min: 41 / Avg: 49.48 / Max: 59 Min: 45 / Avg: 50.86 / Max: 59 Min: 49 / Avg: 57.43 / Max: 64
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 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 200M 400M 600M 800M 1000M SE +/- 0.01, N = 3 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 +/- 0.13, N = 3 SE +/- 0.22, N = 3 SE +/- 0.11, N = 3 SE +/- 0.22, N = 3 SE +/- 0.04, N = 3 SE +/- 0.61, N = 3 SE +/- 1.20, N = 3 SE +/- 1.11, N = 3 SE +/- 0.29, N = 3 SE +/- 0.29, N = 3 SE +/- 0.39, N = 3 SE +/- 0.24, N = 3 SE +/- 0.62, N = 3 SE +/- 0.36, N = 3 SE +/- 0.60, N = 3 SE +/- 0.42, N = 4 29.42 56.62 79.12 92.87 103.83 42.32 61.85 67.74 68.81 73.38 1000000000.00 1000000000.00 51.14 56.60 71.18 75.73 88.95 101.79 104.21 123.03 130.23 145.57 187.92 196.63
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 7M 14M 21M 28M 35M 0.61 0.76 0.85 0.77 0.85 0.81 0.73 0.81 30637406.30 29463474.95 0.38 0.43 0.39 0.41 0.81 0.86 0.88 0.91 0.97 1.02 1.34 1.00
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 6.43 / Avg: 54.8 / Max: 69.45 Min: 7.05 / Avg: 72.49 / Max: 98.92 Min: 7 / Avg: 83.3 / Max: 122.32 Min: 11.49 / Avg: 93.74 / Max: 128.01 Min: 7.98 / Avg: 90.94 / Max: 132.74 Min: 28.35 / Avg: 32.64 / Max: 40.42 Min: 8.83 / Avg: 33.94 / Max: 55.97 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: 19.55 / Avg: 184.27 / Max: 257.78 Min: 9.9 / Avg: 109.89 / Max: 165.3 Min: 10.07 / Avg: 118.35 / Max: 180.97 Min: 8.6 / Avg: 118.17 / Max: 180.92 Min: 15.03 / Avg: 135.78 / Max: 217.58 Min: 15.8 / Avg: 134.18 / Max: 219.76 Min: 9.4 / Avg: 142.64 / Max: 248.16 Min: 7.28 / Avg: 140.12 / Max: 260.24 Min: 27.72 / Avg: 196.43 / Max: 282.33
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 16 32 48 64 80 Min: 43 / Avg: 58.43 / Max: 63 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: 46 / Avg: 60.14 / Max: 67 Min: 50 / Avg: 58.65 / Max: 64 Min: 49 / Avg: 65.06 / Max: 76 Min: 43 / Avg: 59.36 / Max: 67 Min: 43 / Avg: 57.42 / Max: 65 Min: 52 / Avg: 54.35 / Max: 62 Min: 50 / Avg: 53.18 / Max: 55 Min: 45 / Avg: 64.64 / Max: 74 Min: 56 / Avg: 72.16 / Max: 80 Min: 63 / Avg: 77.59 / Max: 85 Min: 62 / Avg: 76.87 / Max: 85 Min: 47 / Avg: 59.02 / Max: 67 Min: 46 / Avg: 57.89 / Max: 67 Min: 49 / Avg: 59.5 / Max: 68 Min: 44 / Avg: 53.59 / Max: 62 Min: 55 / Avg: 65.9 / Max: 76 Min: 45 / Avg: 53.96 / Max: 63 Min: 47 / Avg: 54.32 / Max: 63 Min: 54 / Avg: 62.14 / Max: 67
Rodinia Test: OpenCL Myocyte OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: OpenCL Myocyte GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 12 24 36 48 60 SE +/- 0.04, N = 3 SE +/- 0.15, N = 3 SE +/- 0.08, N = 3 SE +/- 0.24, N = 3 SE +/- 0.07, N = 3 SE +/- 0.06, N = 3 SE +/- 0.01, N = 3 SE +/- 0.17, N = 3 SE +/- 0.08, N = 3 SE +/- 0.16, N = 3 SE +/- 0.11, N = 3 SE +/- 0.10, N = 3 SE +/- 0.26, N = 3 SE +/- 0.06, N = 3 SE +/- 0.04, N = 3 SE +/- 0.14, N = 3 SE +/- 0.12, N = 3 SE +/- 0.22, N = 3 SE +/- 0.23, N = 3 SE +/- 0.04, N = 3 SE +/- 0.07, N = 3 SE +/- 0.08, N = 3 SE +/- 0.07, N = 3 SE +/- 0.08, N = 3 39.05 38.11 38.00 42.08 38.00 33.72 33.69 34.76 34.13 34.41 45.54 45.51 48.92 50.55 55.17 53.83 34.90 34.56 35.51 34.78 35.09 34.21 35.24 35.77 1. (CXX) g++ options: -m64 -lm -lcuda -lcudart -lcudadevrt -lcudart_static -lrt -lpthread -ldl
Rodinia GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Rodinia 3.1 GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 6.2 / Avg: 22.98 / Max: 24.92 Min: 6.68 / Avg: 28.82 / Max: 32.64 Min: 6.81 / Avg: 27 / Max: 30.78 Min: 11.41 / Avg: 43.61 / Max: 49.31 Min: 8.09 / Avg: 34.82 / Max: 37.61 Min: 10.76 / Avg: 38.08 / Max: 39.97 Min: 25.57 / Avg: 37.56 / Max: 40.04 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: 72.86 / Avg: 92.45 / Max: 94.96 Min: 9.85 / Avg: 52.51 / Max: 56.78 Min: 9.98 / Avg: 57.91 / Max: 63.03 Min: 9.59 / Avg: 52.05 / Max: 56.61 Min: 14.99 / Avg: 63.75 / Max: 68.18 Min: 16.36 / Avg: 72.62 / Max: 80.45 Min: 9.2 / Avg: 63.31 / Max: 68.64 Min: 8.42 / Avg: 85.18 / Max: 93.01 Min: 28.39 / Avg: 95.63 / Max: 104.45
Rodinia GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Rodinia 3.1 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 13 26 39 52 65 Min: 41 / Avg: 43.52 / Max: 46 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: 42 / Avg: 45.23 / Max: 48 Min: 48 / Avg: 50.91 / Max: 53 Min: 45 / Avg: 48.41 / Max: 52 Min: 43 / Avg: 50.99 / Max: 55 Min: 41 / Avg: 44.25 / Max: 47 Min: 52 / Avg: 58.76 / Max: 61 Min: 55 / Avg: 56.89 / Max: 58 Min: 41 / Avg: 43.14 / Max: 45 Min: 55 / Avg: 57.36 / Max: 62 Min: 61 / Avg: 63.04 / Max: 67 Min: 61 / Avg: 63.3 / Max: 67 Min: 48 / Avg: 50.95 / Max: 53 Min: 48 / Avg: 51.58 / Max: 54 Min: 47 / Avg: 50.76 / Max: 54 Min: 47 / Avg: 50.9 / Max: 54 Min: 55 / Avg: 58.64 / Max: 62 Min: 46 / Avg: 49.01 / Max: 52 Min: 53 / Avg: 56.63 / Max: 60 Min: 53 / Avg: 56.83 / Max: 60
Rodinia Test: OpenCL Particle Filter OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: OpenCL Particle Filter GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 6 12 18 24 30 SE +/- 0.027, N = 3 SE +/- 0.012, N = 4 SE +/- 0.019, N = 6 SE +/- 0.006, N = 6 SE +/- 0.018, N = 6 SE +/- 0.004, N = 3 SE +/- 0.021, N = 4 SE +/- 0.015, N = 4 SE +/- 0.009, N = 5 SE +/- 0.016, N = 5 SE +/- 0.028, N = 3 SE +/- 0.055, N = 3 SE +/- 0.026, N = 4 SE +/- 0.058, N = 4 SE +/- 0.092, N = 5 SE +/- 0.038, N = 5 SE +/- 0.004, N = 5 SE +/- 0.008, N = 6 SE +/- 0.005, N = 6 SE +/- 0.011, N = 6 SE +/- 0.008, N = 7 SE +/- 0.006, N = 7 SE +/- 0.009, N = 8 SE +/- 0.008, N = 8 21.267 12.002 8.205 7.791 6.457 17.823 12.487 11.893 11.482 10.847 23.834 18.409 13.185 11.774 10.071 9.155 8.836 7.914 7.767 6.837 6.196 5.718 4.414 4.250 1. (CXX) g++ options: -m64 -lm -lcuda -lcudart -lcudadevrt -lcudart_static -lrt -lpthread -ldl
Rodinia GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Rodinia 3.1 GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 6.06 / Avg: 34.28 / Max: 41.16 Min: 6.86 / Avg: 42.32 / Max: 54.72 Min: 6.83 / Avg: 39.33 / Max: 50.42 Min: 11.43 / Avg: 58.56 / Max: 74.93 Min: 7.97 / Avg: 48.45 / Max: 62.13 Min: 10.76 / Avg: 63.33 / Max: 73.69 Min: 25.47 / Avg: 71.64 / Max: 87.25 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: 72.18 / Avg: 136.64 / Max: 185.98 Min: 9.76 / Avg: 69.82 / Max: 94.07 Min: 9.74 / Avg: 74.68 / Max: 103.3 Min: 8.55 / Avg: 66.6 / Max: 94.64 Min: 14.96 / Avg: 79.27 / Max: 114.15 Min: 15.62 / Avg: 84.41 / Max: 124.36 Min: 9.15 / Avg: 78.46 / Max: 121.81 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 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 39 / Avg: 51.26 / Max: 56 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: 39 / Avg: 45.53 / Max: 49 Min: 46 / Avg: 49.22 / Max: 51 Min: 42 / Avg: 47.29 / Max: 50 Min: 45 / Avg: 52.09 / Max: 57 Min: 39 / Avg: 45.78 / Max: 49 Min: 53 / Avg: 66.84 / Max: 71 Min: 54 / Avg: 65.43 / Max: 70 Min: 39 / Avg: 50.35 / Max: 57 Min: 51 / Avg: 61.18 / Max: 67 Min: 59 / Avg: 67.93 / Max: 73 Min: 59 / Avg: 68.47 / Max: 75 Min: 45 / Avg: 51 / Max: 54 Min: 45 / Avg: 50.5 / Max: 54 Min: 44 / Avg: 49.31 / Max: 53 Min: 44 / Avg: 48.48 / Max: 51 Min: 52 / Avg: 56.89 / Max: 61 Min: 43 / Avg: 46.43 / Max: 49 Min: 49 / Avg: 53.32 / Max: 56 Min: 50 / Avg: 54.12 / Max: 57
Rodinia Test: NVIDIA CUDA GPU Myocyte OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: NVIDIA CUDA GPU Myocyte GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 SE +/- 0.04, N = 3 SE +/- 0.06, N = 3 SE +/- 0.12, N = 3 SE +/- 0.22, N = 3 SE +/- 0.07, N = 3 SE +/- 0.12, N = 3 SE +/- 0.11, N = 3 SE +/- 0.12, N = 3 SE +/- 0.10, N = 3 SE +/- 0.10, N = 3 SE +/- 0.02, N = 3 SE +/- 0.08, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.12, N = 3 SE +/- 0.00, N = 3 SE +/- 0.03, N = 3 SE +/- 0.07, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 SE +/- 0.03, N = 3 43.28 42.70 42.96 47.72 43.20 39.90 39.94 40.07 39.91 40.04 51.97 52.33 56.50 59.47 64.76 63.60 40.00 40.22 40.50 40.09 40.49 40.01 40.35 40.37 1. (CXX) g++ options: -m64 -lm -lcuda -lcudart -lcudadevrt -lcudart_static -lrt -lpthread -ldl
Rodinia GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Rodinia 3.1 GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 5.95 / Avg: 22.95 / Max: 24.36 Min: 6.84 / Avg: 29.1 / Max: 31.23 Min: 6.81 / Avg: 27.3 / Max: 29.61 Min: 11.3 / Avg: 46.02 / Max: 49.79 Min: 7.98 / Avg: 35.43 / Max: 37.66 Min: 10.66 / Avg: 38.01 / Max: 39.49 Min: 26.34 / Avg: 37.62 / Max: 38.52 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: 76.82 / Avg: 93.58 / Max: 94.86 Min: 9.81 / Avg: 52.58 / Max: 55.93 Min: 9.76 / Avg: 56.88 / Max: 60.86 Min: 9.13 / Avg: 51.98 / Max: 55.57 Min: 14.87 / Avg: 62.52 / Max: 66.64 Min: 15.31 / Avg: 73.44 / Max: 78.6 Min: 9.04 / Avg: 62.71 / Max: 66.91 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 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 40 / Avg: 43.24 / Max: 46 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: 39 / Avg: 42.15 / Max: 43 Min: 44 / Avg: 46.24 / Max: 47 Min: 42 / Avg: 44.46 / Max: 45 Min: 43 / Avg: 51.19 / Max: 56 Min: 41 / Avg: 43.78 / Max: 44 Min: 50 / Avg: 56.37 / Max: 60 Min: 52 / Avg: 54.9 / Max: 58 Min: 41 / Avg: 43.29 / Max: 47 Min: 54 / Avg: 56.12 / Max: 61 Min: 61 / Avg: 63.5 / Max: 69 Min: 61 / Avg: 63.75 / Max: 70 Min: 45 / Avg: 47.85 / Max: 49 Min: 44 / Avg: 47.14 / Max: 48 Min: 45 / Avg: 47.78 / Max: 48 Min: 43 / Avg: 45.5 / Max: 46 Min: 54 / Avg: 56.6 / Max: 58 Min: 42 / Avg: 44.12 / Max: 45 Min: 48 / Avg: 50.92 / Max: 52 Min: 49 / Avg: 51.81 / Max: 52
ViennaCL OpenCL LU Factorization OpenBenchmarking.org GFLOPS, More Is Better ViennaCL 1.4.2 OpenCL LU Factorization GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 20 40 60 80 100 SE +/- 0.14, N = 10 SE +/- 0.32, N = 11 SE +/- 0.23, N = 11 SE +/- 0.38, N = 11 SE +/- 0.21, N = 11 SE +/- 0.21, N = 11 SE +/- 0.27, N = 11 SE +/- 0.25, N = 11 SE +/- 0.37, N = 11 SE +/- 0.37, N = 11 SE +/- 0.19, N = 10 SE +/- 0.19, N = 10 SE +/- 0.20, N = 10 SE +/- 0.29, N = 11 SE +/- 0.25, N = 11 SE +/- 0.23, N = 11 SE +/- 0.29, N = 11 SE +/- 0.24, N = 11 SE +/- 0.47, N = 11 SE +/- 0.44, N = 11 SE +/- 0.38, N = 11 SE +/- 0.41, N = 11 SE +/- 0.39, N = 11 SE +/- 0.57, N = 11 51.34 61.65 66.21 69.18 70.69 62.96 67.93 67.82 68.15 70.03 47.29 52.92 60.20 61.94 64.54 65.95 73.31 72.50 72.57 74.45 74.73 76.10 75.79 76.64 1. (CXX) g++ options: -rdynamic -lOpenCL
ViennaCL OpenCL LU Factorization OpenBenchmarking.org GFLOPS Per Watt, More Is Better ViennaCL 1.4.2 OpenCL LU Factorization GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.7853 1.5706 2.3559 3.1412 3.9265 1.51 1.30 1.26 3.42 3.30 3.49 2.26 3.07 1.16 1.22 1.00 0.92 0.70 0.68 2.34 2.03 2.23 1.86 1.75 1.84 1.77 1.67
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 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER 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: 6.17 / Avg: 18.42 / Max: 43.15 Min: 6.75 / Avg: 20.56 / Max: 54.86 Min: 6.95 / Avg: 19.41 / Max: 47.72 Min: 11.19 / Avg: 30.09 / Max: 64.31 Min: 7.7 / Avg: 22.8 / Max: 65.67 Min: 10.66 / Avg: 40.86 / Max: 68.5 Min: 25.48 / Avg: 43.2 / Max: 76.71 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: 73.9 / Avg: 97.64 / Max: 151.33 Min: 9.73 / Avg: 31.35 / Max: 62.34 Min: 9.76 / Avg: 35.74 / Max: 73.4 Min: 9.7 / Avg: 32.61 / Max: 65.34 Min: 14.92 / Avg: 39.95 / Max: 82.68 Min: 15.57 / Avg: 42.71 / Max: 87.19 Min: 9.43 / Avg: 41.34 / Max: 73.77 Min: 6.57 / Avg: 42.9 / Max: 86.91 Min: 24.9 / Avg: 46.01 / Max: 85.54
ViennaCL GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better ViennaCL 1.4.2 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 43 / Avg: 44.65 / Max: 48 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: 40 / Avg: 43.69 / Max: 48 Min: 42 / Avg: 44.24 / Max: 47 Min: 43 / Avg: 45.83 / Max: 49 Min: 42 / Avg: 46.49 / Max: 52 Min: 38 / Avg: 40.59 / Max: 44 Min: 47 / Avg: 55.76 / Max: 64 Min: 51 / Avg: 55.56 / Max: 60 Min: 43 / Avg: 44.68 / Max: 49 Min: 57 / Avg: 60.97 / Max: 66 Min: 65 / Avg: 67.47 / Max: 71 Min: 64 / Avg: 65.44 / Max: 68 Min: 42 / Avg: 44.47 / Max: 48 Min: 39 / Avg: 42.07 / Max: 45 Min: 43 / Avg: 45.98 / Max: 50 Min: 38 / Avg: 40.21 / Max: 43 Min: 50 / Avg: 53.9 / Max: 58 Min: 40 / Avg: 42.05 / Max: 44 Min: 43 / Avg: 45.38 / Max: 48 Min: 43 / Avg: 45.46 / Max: 49
Phoronix Test Suite v10.8.4