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&rdt&grs .
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 TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads) ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS) AMD Starship/Matisse 16GB 2000GB Corsair Force MP600 NVIDIA TITAN RTX 24GB (420/405MHz) NVIDIA TU102 HD Audio DELL P2415Q Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 Ubuntu 20.04 5.4.0-45-generic (x86_64) GNOME Shell 3.36.4 X Server 1.20.8 NVIDIA 450.66 4.6.0 OpenCL 1.2 CUDA 11.0.228 1.2.133 GCC 9.3.0 + CUDA 11.0 ext4 3840x2160 Zotac NVIDIA GeForce GTX 1070 Ti 8GB (1607/4006MHz) NVIDIA GP104 HD Audio eVGA NVIDIA GeForce GTX 970 4GB (1163/3505MHz) NVIDIA GM204 HD Audio eVGA NVIDIA GeForce GTX 1660 SUPER 6GB (1530/7000MHz) NVIDIA TU116 HD Audio NVIDIA GeForce GTX 980 4GB (1126/3505MHz) NVIDIA GM204 HD Audio NVIDIA GeForce GTX 1070 8GB (1506/4006MHz) NVIDIA GP104 HD Audio NVIDIA GeForce GTX 1080 8GB (1607/5005MHz) NVIDIA GeForce GTX 980 Ti 6GB (999/3505MHz) NVIDIA GM200 HD Audio NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz) NVIDIA TU102 HD Audio NVIDIA GeForce GTX 1060 6GB (1506/4006MHz) NVIDIA GP106 HD Audio NVIDIA GeForce RTX 2060 6GB (1365/7000MHz) NVIDIA TU106 HD Audio ASUS NVIDIA GeForce GTX 1650 SUPER 4GB (615/405MHz) NVIDIA TU116 HD Audio NVIDIA GeForce RTX 2070 SUPER 8GB (450/405MHz) NVIDIA TU104 HD Audio NVIDIA GeForce RTX 2080 SUPER 8GB (1650/7750MHz) Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz) ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz) NVIDIA TU106 HD Audio NVIDIA GeForce RTX 2060 SUPER 8GB (1470/7000MHz) eVGA NVIDIA GeForce GTX 1660 Ti 6GB (1500/6000MHz) NVIDIA TU116 HD Audio ASUS NVIDIA GeForce GTX 1660 6GB (1530/4001MHz) ASUS NVIDIA GeForce GTX 1650 4GB (1485/4001MHz) NVIDIA Device 10fa NVIDIA GeForce GTX TITAN X 12GB (1001/3505MHz) NVIDIA GM200 HD Audio eVGA NVIDIA GeForce GTX 1050 Ti 4GB (1354/3504MHz) NVIDIA GP107GL HD Audio eVGA NVIDIA GeForce GTX 960 2GB (1277/3505MHz) NVIDIA GM206 HD Audio eVGA NVIDIA GeForce GTX 950 2GB (1202/3304MHz) OpenBenchmarking.org Compiler Details - --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details - Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013 OpenCL Details - TITAN RTX: GPU Compute Cores: 4608 - GTX 1070 Ti: GPU Compute Cores: 2432 - GTX 970: GPU Compute Cores: 1664 - GTX 1660 SUPER: GPU Compute Cores: 1408 - GTX 980: GPU Compute Cores: 2048 - GTX 1070: GPU Compute Cores: 1920 - GTX 1080: GPU Compute Cores: 2560 - GTX 980 Ti: GPU Compute Cores: 2816 - RTX 2080 Ti: GPU Compute Cores: 4352 - GTX 1060: GPU Compute Cores: 1280 - RTX 2060: GPU Compute Cores: 1920 - GTX 1650 SUPER: GPU Compute Cores: 1280 - RTX 2070 SUPER: GPU Compute Cores: 2560 - RTX 2080 SUPER: GPU Compute Cores: 3072 - RTX 2080: GPU Compute Cores: 2944 - RTX 2070: GPU Compute Cores: 2304 - RTX 2060 SUPER: GPU Compute Cores: 2176 - GTX 1660 Ti: GPU Compute Cores: 1536 - GTX 1660: GPU Compute Cores: 1408 - GTX 1650: GPU Compute Cores: 896 - GTX TITAN X: GPU Compute Cores: 3072 - GTX 1050 Ti: GPU Compute Cores: 768 - GTX 960: GPU Compute Cores: 1024 - GTX 950: GPU Compute Cores: 768 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 darktable: Boat - OpenCL mixbench: NVIDIA CUDA - Half Precision clpeak: Double-Precision Double mandelgpu: GPU mixbench: OpenCL - Single Precision clpeak: Single-Precision Float plaidml: No - Inference - IMDB LSTM - OpenCL cl-mem: Read mixbench: OpenCL - Double Precision clpeak: Global Memory Bandwidth mixbench: NVIDIA CUDA - Single Precision octanebench: Total Score cl-mem: Write plaidml: No - Inference - Mobilenet - OpenCL luxcorerender-cl: LuxCore Benchmark luxcorerender-cl: DLSC plaidml: No - Inference - Inception V3 - OpenCL luxcorerender-cl: Food plaidml: Yes - Inference - Mobilenet - OpenCL rodinia: OpenCL Particle Filter fahbench: plaidml: No - Inference - DenseNet 201 - OpenCL arrayfire: Conjugate Gradient OpenCL neatbench: GPU arrayfire: BLAS OpenCL mixbench: NVIDIA CUDA - Double Precision darktable: Server Room - OpenCL luxcorerender-cl: Rainbow Colors and Prism cl-mem: Copy plaidml: No - Inference - VGG19 - OpenCL gromacs-gpu: Water Benchmark plaidml: No - Training - Mobilenet - OpenCL namd-cuda: ATPase Simulation - 327,506 Atoms mixbench: OpenCL - Integer plaidml: No - Inference - VGG16 - OpenCL financebench: Monte-Carlo OpenCL clpeak: Integer Compute INT mixbench: NVIDIA CUDA - Integer lczero: OpenCL darktable: Server Rack - OpenCL darktable: Masskrug - OpenCL rodinia: OpenCL Myocyte rodinia: NVIDIA CUDA GPU Myocyte viennacl: OpenCL LU Factorization daphne: NVIDIA CUDA - Euclidean Cluster daphne: OpenCL - Euclidean Cluster daphne: OpenCL - NDT Mapping daphne: OpenCL - Points2Image daphne: NVIDIA CUDA - NDT Mapping daphne: NVIDIA CUDA - Points2Image financebench: Black-Scholes OpenCL TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 1.491 32084.79 548.26 480798376.6 15032.47 14178.85 775.69 567.7 454.37 530.79 15103.61 324.546769 491.7 2544.67 4.99 5.98 355.85 2.23 2856.83 4.250 292.1593 227.30 1.666 48.1 5040.58 413.66 0.767 12.73 322.7 196.63 7.117 198.37 0.19195 16979.99 248.79 277.232121 13783.93 14426.11 22424 0.103 2.792 35.767 40.373 76.6410 1434.17 2279.14 343.61 12538.245787081 590.63 29401.514070221 5.701 2.741 121.42 242.70 194875210.8 7018.90 6788.40 331.84 206.2 241.99 198.18 6647.94 141.667655 198.2 1070.90 2.24 2.55 159.43 0.98 1485.78 7.791 137.1393 108.23 3.814 4304.76 240.92 1.166 5.38 184.1 92.87 4.259 99.64 0.22300 2157.31 116.89 754.284012 2076.45 1887.61 9947 0.117 2.998 42.081 47.722 69.1838 1204.77 2223.78 349.12 13281.767629419 7.298 4.311 137.48 113624502.0 4141.79 3874.98 203.08 144.6 137.20 144.56 96.200864 136.3 716.82 1.46 1.73 97.83 0.67 910.91 13.185 90.8460 73.89 5.400 15.4 2457.73 2.862 4.81 125.9 51.14 2.995 73.25 0.36071 1215.75 64.53 841.188581 1145.14 5163 0.163 4.610 48.920 56.498 60.1979 979.33 1928.88 324.70 11485.504137045 14.196 2.607 10862.90 172.49 200846066.4 5462.59 4440.23 298.77 296.6 144.30 276.35 5440.74 135.657134 240.7 1080.11 2.26 2.63 135.31 1.09 1380.68 11.482 135.6073 100.51 2.642 1765.01 144.14 1.082 5.61 240.2 68.81 4.629 111.39 0.23177 5432.40 86.61 594.438004 4280.55 4866.61 7366 0.104 3.030 34.127 39.905 68.1532 1466.24 2175.96 320.97 13933.273948165 563.13 29306.127505907 15.271 3.764 159.72 121139566.8 4683.96 4472.77 228.46 165.3 159.33 165.29 110.814321 159.1 810.50 1.63 1.93 109.50 0.78 1053.49 11.774 102.3668 82.21 4.904 17.3 2826.16 2.730 5.11 145.0 56.60 3.271 80.47 0.33566 1389.90 72.21 749.288002 1306.51 6265 0.162 4.543 50.553 59.474 61.9362 1019.04 1976.41 333.52 11735.841485298 12.101 2.709 113.32 223.60 184077179.7 6476.92 6093.02 314.83 206.2 224.82 197.20 6174.80 132.839354 199.5 1052.64 2.12 2.46 151.71 0.92 1392.46 8.205 139.4974 108.46 4.077 21.5 2905.88 225.05 1.112 6.62 183.3 79.12 4.052 103.79 0.24022 2019.08 99.88 697.546291 1695.79 1764.63 9750 0.117 2.974 38.003 42.955 66.2068 1231.44 2243.10 345.44 13045.857394351 8.968 2.546 149.35 298.46 231826397.8 8520.97 8218.62 398.82 229.6 296.66 223.14 8182.72 148.472009 225.6 1154.13 2.13 2.45 190.14 0.99 1665.72 6.457 151.5679 112.28 3.387 24.6 5091.86 296.09 1.095 4.23 207.4 103.83 4.634 99.82 0.22426 2655.58 131.34 921.684152 2430.55 2326.09 12662 0.111 2.974 37.998 43.197 70.6880 1218.56 2345.38 348.29 13141.729462390 6.981 3.017 197.23 148357386.1 5844.90 5512.89 267.88 266.0 197.44 264.74 143.521432 245.9 1029.36 2.00 2.36 138.33 0.92 1290.48 10.071 115.7753 99.84 3.622 2438.97 1.398 6.59 217.8 71.18 3.857 89.28 0.29138 1711.03 90.74 660.548249 1612.52 8283 0.164 3.227 55.174 64.758 64.5358 976.75 1908.81 339.21 11829.864624498 9.596 1.492 31492.24 522.22 448915216.6 16061.09 13536.25 753.75 545.7 436.81 506.90 14734.03 310.814399 449.5 2406.16 4.75 5.67 353.54 2.23 2751.85 4.414 290.7249 212.11 1.677 4836.62 409.46 0.759 12.33 324.0 187.92 7.136 187.73 0.19082 16323.94 237.29 319.914127 13629.37 14103.79 21839 0.100 2.755 35.235 40.352 75.7871 1436.62 2268.23 350.37 13045.030923941 606.75 28816.817836895 6.020 3.517 75.77 150.68 130290433.8 4355.28 4110.71 227.23 154.4 150.48 147.66 4167.41 91.732906 148.1 775.73 1.53 1.78 108.56 0.65 987.07 12.002 102.2683 79.13 5.000 2856.38 151.63 1.301 5.41 138.5 56.62 3.181 83.52 0.30957 1354.14 71.78 894.084865 1275.12 1187.72 5933 0.124 3.169 38.114 42.703 61.6530 1253.43 2076.48 333.47 11766.291826127 13.340 2.092 14646.46 232.17 252924048.7 7222.28 5417.55 390.07 297.4 194.80 276.94 7339.39 166.098571 258.7 1285.58 2.79 3.34 172.73 1.17 1719.71 8.836 178.4712 125.23 2.659 28.3 2321.09 196.30 0.844 7.97 239.4 88.95 5.416 125.33 0.20635 7275.33 112.29 528.367744 5356.84 6539.81 10290 0.104 2.835 34.902 39.999 73.3091 1468.39 2263.12 332.00 13398.060270468 570.77 30937.282623163 12.555 5.070 10057.46 157.98 186025762.6 4943.06 4123.66 269.17 167.0 132.75 156.86 4993.92 92.367839 145.8 740.17 1.36 1.61 115.70 0.81 1080.43 12.487 82.0521 73.17 4.445 1607.77 133.88 2.903 2.73 143.8 61.85 4.122 77.10 0.26211 4975.18 77.98 1087.168126 4128.39 4492.32 5151 0.121 4.756 33.686 39.937 67.9330 1456.66 2143.59 313.80 12256.663207158 534.85 29380.307815841 16.577785 1.780 19501.67 308.86 323061985.4 9630.83 8540.73 500.26 396.8 259.11 369.62 9754.99 221.193748 322.9 1712.75 3.69 4.44 221.49 1.90 2287.03 6.837 221.7284 149.69 2.071 3047.42 260.97 0.821 10.21 292.1 123.03 6.249 154.74 0.19625 9696.38 155.42 400.383625 8484.41 8722.28 14730 0.098 2.804 34.779 40.085 74.4473 1444.27 2264.37 338.65 13076.859862793 589.63 30409.064764221 8.263 1.680 23628.78 376.32 374422420.6 11758.65 10264.38 588.04 437.6 315.03 405.92 11685.95 234.066446 352.9 1815.92 3.62 4.38 265.91 1.93 2432.73 5.718 248.0118 159.79 1.900 3673.83 315.61 0.809 9.14 301.7 145.57 6.572 158.82 0.19329 11752.11 183.53 413.845127 10266.72 10562.99 17501 0.099 2.764 34.207 40.012 76.1016 1448.46 2326.55 344.19 12974.465793761 599.70 30214.755635634 6.811 1.742 21764.40 345.11 345359936.4 10812.52 9161.18 544.54 396.5 290.13 369.23 10845.36 224.387211 338.1 1726.60 3.55 4.32 243.51 1.87 2322.39 6.196 235.5341 151.99 2.075 38.3 3358.20 291.56 0.818 9.24 290.0 130.23 6.536 154.35 0.19265 10930.56 164.78 406.042122 9141.23 9732.48 15442 0.099 2.794 35.085 40.487 74.7298 1441.29 2245.82 341.84 13228.140991558 599.64 29707.441489825 7.657 1.776 16838.72 267.79 284631717.4 8357.96 7265.91 444.84 396.9 226.65 369.30 8435.23 207.538286 328.5 1575.65 3.49 4.17 202.42 1.30 1996.60 7.767 199.8719 147.87 2.097 35.8 2680.69 226.21 0.772 10.98 284.4 104.21 5.865 153.03 0.20362 8362.86 132.03 377.722500 7133.77 7540.28 12311 0.102 2.744 35.514 40.499 72.5699 1462.96 2309.01 339.12 13499.166892694 579.36 29917.295727193 10.254 1.794 16507.06 261.89 281931310.0 8159.15 7034.77 438.26 396.8 222.15 368.94 8264.66 206.078943 341.3 1585.76 3.54 4.20 204.35 1.33 2012.37 7.914 200.7664 146.90 2.083 2622.04 221.80 0.777 11.32 288.0 101.79 5.789 154.81 0.20057 8218.02 128.91 367.022003 6930.21 7348.91 12335 0.101 2.763 34.555 40.224 72.5010 1475.24 2326.88 338.08 13476.343300533 575.45 30663.638303013 10.498 2.757 11787.37 184.34 210891296.2 5821.19 4778.23 313.08 251.2 155.78 234.91 5888.78 133.345 223.9 1038.86 2.11 2.51 143.22 1.07 1427.43 10.847 138.5578 98.99 3.068 1877.32 157.14 1.166 5.01 211.1 73.38 4.789 108.06 0.22800 5803.63 92.41 654.815865 4734.36 5271.34 7733 0.106 3.091 34.412 40.038 70.0287 1465.39 2223.07 321.77 13606.962912993 557.20 29450.462327902 14.385 3.173 10568.46 168.56 193795979.5 5259.29 4543.64 289.42 163.9 141.25 158.15 5313.33 119.105265 157.3 858.90 2.20 2.56 120.84 0.99 1199.66 11.893 125.6158 87.25 4.541 18.6 1712.37 141.36 1.195 5.58 145.9 67.74 4.412 97.94 0.24290 5303.51 85.46 606.699883 4338.67 4753.11 5895 0.113 3.097 34.758 40.066 67.8200 1452.41 2174.72 314.71 13590.031350614 552.68 29594.884992536 15.259 12.406 6948.33 109.20 132266243.9 3441.36 2673.64 201.27 108.7 91.77 105.31 3474.17 77.410218 104.4 573.67 1.51 1.73 80.68 0.67 814.50 17.823 75.8135 59.37 6.808 12.8 1128.39 92.37 3.693 3.93 99.2 42.32 3.253 65.59 0.34503 3466.72 53.35 895.430429 2641.38 3108.84 3101 0.185 4.329 33.715 39.895 62.9607 1415.67 1983.67 287.07 12203.304555462 517.14 29148.739809091 24.145285 12.388 219.42 162891036.9 6463.10 6121.76 294.10 243.5 221.88 246.43 154.420819 237.6 1106.29 2.09 2.50 148.84 0.98 1369.20 9.155 123.1897 105.39 3.917 3699.51 3.699 6.47 214.4 75.73 4.081 93.03 0.27103 1911.01 97.40 624.175743 1757.81 9066 0.189 4.324 53.832 63.603 65.9450 956.54 1953.25 339.75 11498.215487990 9.323 12.307 42.39 84.60 75842143.4 2561.98 2331.18 130.66 95.2 84.78 92.34 2379.01 55.432593 91.2 481.31 0.96 1.13 60.92 0.46 594.41 21.267 61.5889 49.71 7.775 1639.08 84.55 3.677 3.98 87.9 29.42 2.084 57.13 0.53233 771.53 37.13 1214.994001 719.46 667.90 2565 0.192 4.294 39.053 43.283 51.3381 1219.99 1759.04 305.07 11780.675487332 24.362200 12.400 92.41 79940246.7 2779.32 2604.97 143.15 81.5 93.01 82.23 58.903229 77.7 434.07 0.97 1.15 213.49 0.44 609.16 18.409 62.3041 45.54 8.968 9.53 1303.04 3.672 2.84 72.8 1000000000 2.154 0.50785 828.80 4.911 789.99 2430 0.191 4.281 45.509 52.334 52.9206 982.72 1778.01 308.28 11773.354931416 19.513200 12.392 69.87 61530230.3 2149.60 1974.96 111.25 90.3 69.78 90.18 51.155045 84.9 408.28 0.81 0.98 0.39 508.66 23.834 52.6941 41.97 8.349 9.54 1019.48 3.684 3.22 78.5 1000000000 1.802 0.59513 625.55 1000000000 4.919 593.76 1982 0.191 4.307 45.538 51.965 47.2861 980.33 1591.64 294.13 11764.708866203 27.818867 OpenBenchmarking.org
Darktable Test: Boat - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.0.1 Test: Boat - Acceleration: OpenCL TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 3 6 9 12 15 SE +/- 0.008, N = 9 SE +/- 0.012, N = 8 SE +/- 0.014, N = 7 SE +/- 0.010, N = 9 SE +/- 0.014, N = 8 SE +/- 0.009, N = 9 SE +/- 0.006, N = 9 SE +/- 0.013, N = 8 SE +/- 0.007, N = 10 SE +/- 0.012, N = 8 SE +/- 0.004, N = 9 SE +/- 0.027, N = 7 SE +/- 0.009, N = 10 SE +/- 0.006, N = 10 SE +/- 0.003, N = 10 SE +/- 0.007, N = 10 SE +/- 0.007, N = 10 SE +/- 0.006, N = 9 SE +/- 0.007, N = 8 SE +/- 0.022, N = 4 SE +/- 0.035, N = 4 SE +/- 0.042, N = 4 SE +/- 0.046, N = 4 SE +/- 0.031, N = 4 1.491 2.741 4.311 2.607 3.764 2.709 2.546 3.017 1.492 3.517 2.092 5.070 1.780 1.680 1.742 1.776 1.794 2.757 3.173 12.406 12.388 12.307 12.400 12.392
Mixbench Backend: NVIDIA CUDA - Benchmark: Half Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Half Precision TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX 1050 Ti 7K 14K 21K 28K 35K SE +/- 939.79, N = 15 SE +/- 0.07, N = 11 SE +/- 15.42, N = 13 SE +/- 0.02, N = 11 SE +/- 0.10, N = 11 SE +/- 601.15, N = 15 SE +/- 0.02, N = 9 SE +/- 7.32, N = 13 SE +/- 0.94, N = 13 SE +/- 1.10, N = 14 SE +/- 15.07, N = 15 SE +/- 10.25, N = 14 SE +/- 1.36, N = 14 SE +/- 1.95, N = 14 SE +/- 0.43, N = 13 SE +/- 53.59, N = 15 SE +/- 0.56, N = 12 SE +/- 0.01, N = 7 32084.79 121.42 10862.90 113.32 149.35 31492.24 75.77 14646.46 10057.46 19501.67 23628.78 21764.40 16838.72 16507.06 11787.37 10568.46 6948.33 42.39 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
clpeak OpenCL Test: Double-Precision Double OpenBenchmarking.org GFLOPS, More Is Better clpeak OpenCL Test: Double-Precision Double TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 120 240 360 480 600 SE +/- 1.32, N = 3 SE +/- 0.06, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.38, N = 4 SE +/- 0.60, N = 3 SE +/- 0.11, N = 3 SE +/- 1.30, N = 3 SE +/- 0.23, N = 3 SE +/- 0.58, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.03, N = 3 SE +/- 0.91, N = 3 SE +/- 0.71, N = 3 SE +/- 0.69, N = 3 SE +/- 0.46, N = 3 SE +/- 0.01, N = 3 SE +/- 0.27, N = 3 SE +/- 0.14, N = 3 SE +/- 0.14, N = 4 SE +/- 0.01, N = 3 SE +/- 0.17, N = 3 548.26 242.70 137.48 172.49 159.72 223.60 298.46 197.23 522.22 150.68 232.17 157.98 308.86 376.32 345.11 267.79 261.89 184.34 168.56 109.20 219.42 84.60 92.41 69.87 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
MandelGPU OpenCL Device: GPU OpenBenchmarking.org Samples/sec, More Is Better MandelGPU 1.3pts1 OpenCL Device: GPU TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 100M 200M 300M 400M 500M SE +/- 2829613.77, N = 10 SE +/- 459096.61, N = 7 SE +/- 113731.50, N = 5 SE +/- 173522.04, N = 7 SE +/- 4075144.18, N = 15 SE +/- 327094.24, N = 7 SE +/- 528438.95, N = 8 SE +/- 353641.55, N = 6 SE +/- 2765042.11, N = 10 SE +/- 339240.54, N = 6 SE +/- 1119740.36, N = 8 SE +/- 421595.14, N = 7 SE +/- 1663935.40, N = 9 SE +/- 2703218.20, N = 9 SE +/- 1245853.73, N = 9 SE +/- 2064512.42, N = 8 SE +/- 1074135.38, N = 8 SE +/- 340263.98, N = 7 SE +/- 481764.73, N = 7 SE +/- 92918.17, N = 6 SE +/- 479054.57, N = 6 SE +/- 67025.37, N = 4 SE +/- 68943.82, N = 4 SE +/- 40239.48, N = 3 480798376.6 194875210.8 113624502.0 200846066.4 121139566.8 184077179.7 231826397.8 148357386.1 448915216.6 130290433.8 252924048.7 186025762.6 323061985.4 374422420.6 345359936.4 284631717.4 281931310.0 210891296.2 193795979.5 132266243.9 162891036.9 75842143.4 79940246.7 61530230.3 1. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL
Mixbench Backend: OpenCL - Benchmark: Single Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Single Precision TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 3K 6K 9K 12K 15K SE +/- 619.26, N = 15 SE +/- 2.95, N = 12 SE +/- 0.70, N = 11 SE +/- 8.38, N = 13 SE +/- 23.81, N = 15 SE +/- 12.17, N = 15 SE +/- 11.17, N = 14 SE +/- 4.87, N = 13 SE +/- 66.33, N = 15 SE +/- 2.22, N = 13 SE +/- 6.45, N = 13 SE +/- 1.39, N = 13 SE +/- 4.39, N = 14 SE +/- 8.02, N = 14 SE +/- 14.62, N = 14 SE +/- 10.00, N = 13 SE +/- 2.35, N = 13 SE +/- 6.62, N = 13 SE +/- 5.87, N = 13 SE +/- 0.54, N = 12 SE +/- 9.14, N = 14 SE +/- 1.64, N = 13 SE +/- 1.32, N = 15 SE +/- 0.35, N = 11 15032.47 7018.90 4141.79 5462.59 4683.96 6476.92 8520.97 5844.90 16061.09 4355.28 7222.28 4943.06 9630.83 11758.65 10812.52 8357.96 8159.15 5821.19 5259.29 3441.36 6463.10 2561.98 2779.32 2149.60 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
clpeak OpenCL Test: Single-Precision Float OpenBenchmarking.org GFLOPS, More Is Better clpeak OpenCL Test: Single-Precision Float TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 3K 6K 9K 12K 15K SE +/- 206.22, N = 15 SE +/- 3.15, N = 13 SE +/- 48.39, N = 15 SE +/- 43.47, N = 15 SE +/- 36.45, N = 13 SE +/- 112.12, N = 15 SE +/- 104.59, N = 15 SE +/- 62.62, N = 15 SE +/- 177.79, N = 15 SE +/- 76.28, N = 15 SE +/- 67.09, N = 15 SE +/- 49.35, N = 15 SE +/- 77.74, N = 15 SE +/- 38.81, N = 13 SE +/- 73.37, N = 15 SE +/- 92.93, N = 15 SE +/- 85.70, N = 15 SE +/- 56.79, N = 15 SE +/- 27.06, N = 12 SE +/- 21.41, N = 13 SE +/- 71.02, N = 15 SE +/- 51.80, N = 15 SE +/- 19.60, N = 13 SE +/- 28.68, N = 15 14178.85 6788.40 3874.98 4440.23 4472.77 6093.02 8218.62 5512.89 13536.25 4110.71 5417.55 4123.66 8540.73 10264.38 9161.18 7265.91 7034.77 4778.23 4543.64 2673.64 6121.76 2331.18 2604.97 1974.96 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 200 400 600 800 1000 SE +/- 0.80, N = 5 SE +/- 0.07, N = 4 SE +/- 0.11, N = 4 SE +/- 0.17, N = 4 SE +/- 0.41, N = 4 SE +/- 0.44, N = 4 SE +/- 0.35, N = 4 SE +/- 0.57, N = 4 SE +/- 1.41, N = 5 SE +/- 0.09, N = 4 SE +/- 0.19, N = 4 SE +/- 0.08, N = 4 SE +/- 0.28, N = 5 SE +/- 0.50, N = 5 SE +/- 0.58, N = 5 SE +/- 0.29, N = 5 SE +/- 0.28, N = 5 SE +/- 0.06, N = 4 SE +/- 0.07, N = 4 SE +/- 0.34, N = 4 SE +/- 0.30, N = 4 SE +/- 0.09, N = 3 SE +/- 0.05, N = 3 SE +/- 0.01, N = 3 775.69 331.84 203.08 298.77 228.46 314.83 398.82 267.88 753.75 227.23 390.07 269.17 500.26 588.04 544.54 444.84 438.26 313.08 289.42 201.27 294.10 130.66 143.15 111.25
cl-mem Benchmark: Read OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Read TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 120 240 360 480 600 SE +/- 0.13, N = 9 SE +/- 0.03, N = 6 SE +/- 0.02, N = 4 SE +/- 0.07, N = 7 SE +/- 0.08, N = 5 SE +/- 0.03, N = 6 SE +/- 0.08, N = 6 SE +/- 0.17, N = 6 SE +/- 0.13, N = 8 SE +/- 0.02, N = 5 SE +/- 0.08, N = 7 SE +/- 0.04, N = 5 SE +/- 0.09, N = 8 SE +/- 0.11, N = 8 SE +/- 0.42, N = 8 SE +/- 0.10, N = 8 SE +/- 0.13, N = 8 SE +/- 0.07, N = 6 SE +/- 0.02, N = 5 SE +/- 0.04, N = 4 SE +/- 0.20, N = 6 SE +/- 0.00, N = 3 SE +/- 0.80, N = 2 SE +/- 0.00, N = 3 567.7 206.2 144.6 296.6 165.3 206.2 229.6 266.0 545.7 154.4 297.4 167.0 396.8 437.6 396.5 396.9 396.8 251.2 163.9 108.7 243.5 95.2 81.5 90.3 1. (CC) gcc options: -O2 -flto -lOpenCL
Mixbench Backend: OpenCL - Benchmark: Double Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Double Precision TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 100 200 300 400 500 SE +/- 1.13, N = 14 SE +/- 0.08, N = 14 SE +/- 0.16, N = 13 SE +/- 0.22, N = 13 SE +/- 0.18, N = 13 SE +/- 0.06, N = 13 SE +/- 0.15, N = 14 SE +/- 0.12, N = 13 SE +/- 0.56, N = 15 SE +/- 0.23, N = 13 SE +/- 0.00, N = 13 SE +/- 0.15, N = 13 SE +/- 0.00, N = 14 SE +/- 0.08, N = 15 SE +/- 0.56, N = 14 SE +/- 0.11, N = 15 SE +/- 0.01, N = 13 SE +/- 0.12, N = 13 SE +/- 0.14, N = 13 SE +/- 0.01, N = 12 SE +/- 0.07, N = 14 SE +/- 0.02, N = 12 SE +/- 0.07, N = 12 SE +/- 0.12, N = 11 454.37 241.99 137.20 144.30 159.33 224.82 296.66 197.44 436.81 150.48 194.80 132.75 259.11 315.03 290.13 226.65 222.15 155.78 141.25 91.77 221.88 84.78 93.01 69.78 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
clpeak OpenCL Test: Global Memory Bandwidth OpenBenchmarking.org GBPS, More Is Better clpeak OpenCL Test: Global Memory Bandwidth TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 110 220 330 440 550 SE +/- 0.05, N = 13 SE +/- 0.01, N = 11 SE +/- 0.02, N = 12 SE +/- 0.16, N = 12 SE +/- 0.01, N = 13 SE +/- 0.04, N = 11 SE +/- 0.11, N = 15 SE +/- 0.13, N = 15 SE +/- 0.46, N = 12 SE +/- 0.04, N = 10 SE +/- 0.15, N = 12 SE +/- 0.02, N = 13 SE +/- 0.10, N = 13 SE +/- 0.14, N = 13 SE +/- 0.07, N = 13 SE +/- 0.05, N = 13 SE +/- 0.06, N = 13 SE +/- 0.12, N = 12 SE +/- 0.06, N = 11 SE +/- 0.06, N = 12 SE +/- 0.09, N = 9 SE +/- 0.07, N = 11 SE +/- 0.01, N = 13 SE +/- 0.02, N = 13 530.79 198.18 144.56 276.35 165.29 197.20 223.14 264.74 506.90 147.66 276.94 156.86 369.62 405.92 369.23 369.30 368.94 234.91 158.15 105.31 246.43 92.34 82.23 90.18 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
Mixbench Backend: NVIDIA CUDA - Benchmark: Single Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Single Precision TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX 1050 Ti 3K 6K 9K 12K 15K SE +/- 595.40, N = 15 SE +/- 2.31, N = 11 SE +/- 0.25, N = 13 SE +/- 30.05, N = 15 SE +/- 3.04, N = 11 SE +/- 556.93, N = 15 SE +/- 1.19, N = 9 SE +/- 3.59, N = 13 SE +/- 0.29, N = 13 SE +/- 5.98, N = 14 SE +/- 134.69, N = 15 SE +/- 56.09, N = 15 SE +/- 0.92, N = 14 SE +/- 0.94, N = 14 SE +/- 2.28, N = 13 SE +/- 0.26, N = 13 SE +/- 0.12, N = 12 SE +/- 0.33, N = 7 15103.61 6647.94 5440.74 6174.80 8182.72 14734.03 4167.41 7339.39 4993.92 9754.99 11685.95 10845.36 8435.23 8264.66 5888.78 5313.33 3474.17 2379.01 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
OctaneBench Total Score OpenBenchmarking.org Score, More Is Better OctaneBench 4.00c Total Score TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 70 140 210 280 350 324.55 141.67 96.20 135.66 110.81 132.84 148.47 143.52 310.81 91.73 166.10 92.37 221.19 234.07 224.39 207.54 206.08 133.35 119.11 77.41 154.42 55.43 58.90 51.16
cl-mem Benchmark: Write OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Write TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 110 220 330 440 550 SE +/- 0.97, N = 9 SE +/- 0.03, N = 6 SE +/- 0.15, N = 4 SE +/- 0.36, N = 7 SE +/- 0.20, N = 5 SE +/- 0.03, N = 6 SE +/- 0.09, N = 6 SE +/- 0.14, N = 6 SE +/- 0.21, N = 8 SE +/- 0.02, N = 5 SE +/- 0.46, N = 7 SE +/- 0.04, N = 5 SE +/- 0.29, N = 8 SE +/- 0.27, N = 8 SE +/- 0.51, N = 8 SE +/- 0.29, N = 8 SE +/- 0.29, N = 8 SE +/- 0.14, N = 6 SE +/- 0.04, N = 5 SE +/- 0.02, N = 4 SE +/- 0.08, N = 6 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.12, N = 3 491.7 198.2 136.3 240.7 159.1 199.5 225.6 245.9 449.5 148.1 258.7 145.8 322.9 352.9 338.1 328.5 341.3 223.9 157.3 104.4 237.6 91.2 77.7 84.9 1. (CC) gcc options: -O2 -flto -lOpenCL
PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 500 1000 1500 2000 2500 SE +/- 2.36, N = 8 SE +/- 0.27, N = 8 SE +/- 0.28, N = 7 SE +/- 1.11, N = 8 SE +/- 0.69, N = 7 SE +/- 1.14, N = 8 SE +/- 0.60, N = 8 SE +/- 0.66, N = 8 SE +/- 1.58, N = 8 SE +/- 0.68, N = 7 SE +/- 2.01, N = 8 SE +/- 0.61, N = 7 SE +/- 1.66, N = 8 SE +/- 1.80, N = 9 SE +/- 1.77, N = 8 SE +/- 1.79, N = 8 SE +/- 1.35, N = 8 SE +/- 0.87, N = 8 SE +/- 0.61, N = 7 SE +/- 0.31, N = 7 SE +/- 0.79, N = 8 SE +/- 0.34, N = 6 SE +/- 0.05, N = 6 SE +/- 0.17, N = 6 2544.67 1070.90 716.82 1080.11 810.50 1052.64 1154.13 1029.36 2406.16 775.73 1285.58 740.17 1712.75 1815.92 1726.60 1575.65 1585.76 1038.86 858.90 573.67 1106.29 481.31 434.07 408.28
LuxCoreRender OpenCL Scene: LuxCore Benchmark OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: LuxCore Benchmark TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 1.1228 2.2456 3.3684 4.4912 5.614 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 12 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 4.99 2.24 1.46 2.26 1.63 2.12 2.13 2.00 4.75 1.53 2.79 1.36 3.69 3.62 3.55 3.49 3.54 2.11 2.20 1.51 2.09 0.96 0.97 0.81
LuxCoreRender OpenCL Scene: DLSC OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: DLSC TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 1.3455 2.691 4.0365 5.382 6.7275 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.04, N = 12 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 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 +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 4 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 5.98 2.55 1.73 2.63 1.93 2.46 2.45 2.36 5.67 1.78 3.34 1.61 4.44 4.38 4.32 4.17 4.20 2.51 2.56 1.73 2.50 1.13 1.15 0.98
PlaidML FP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCL TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 80 160 240 320 400 SE +/- 0.19, N = 3 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 SE +/- 0.62, N = 3 SE +/- 0.23, N = 3 SE +/- 0.11, N = 3 SE +/- 0.02, N = 3 SE +/- 0.25, N = 3 SE +/- 0.19, N = 3 SE +/- 0.31, N = 3 SE +/- 0.13, N = 3 SE +/- 0.32, N = 3 SE +/- 0.38, N = 4 SE +/- 0.40, N = 4 SE +/- 0.29, N = 3 SE +/- 0.29, N = 3 SE +/- 0.31, N = 3 SE +/- 0.22, N = 3 SE +/- 0.13, N = 3 SE +/- 0.07, N = 3 SE +/- 0.05, N = 3 SE +/- 110.03, N = 12 355.85 159.43 97.83 135.31 109.50 151.71 190.14 138.33 353.54 108.56 172.73 115.70 221.49 265.91 243.51 202.42 204.35 143.22 120.84 80.68 148.84 60.92 213.49
LuxCoreRender OpenCL Scene: Food OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: Food TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 0.5018 1.0036 1.5054 2.0072 2.509 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 12 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 4 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 4 SE +/- 0.01, N = 3 SE +/- 0.00, 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 +/- 0.00, N = 3 SE +/- 0.00, N = 3 2.23 0.98 0.67 1.09 0.78 0.92 0.99 0.92 2.23 0.65 1.17 0.81 1.90 1.93 1.87 1.30 1.33 1.07 0.99 0.67 0.98 0.46 0.44 0.39
PlaidML FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 600 1200 1800 2400 3000 SE +/- 1.27, N = 8 SE +/- 0.31, N = 7 SE +/- 0.24, N = 6 SE +/- 0.83, N = 7 SE +/- 0.78, N = 6 SE +/- 3.20, N = 7 SE +/- 1.79, N = 7 SE +/- 2.34, N = 5 SE +/- 1.82, N = 7 SE +/- 2.10, N = 6 SE +/- 0.92, N = 7 SE +/- 0.88, N = 6 SE +/- 2.51, N = 8 SE +/- 6.26, N = 8 SE +/- 2.80, N = 7 SE +/- 3.47, N = 8 SE +/- 3.83, N = 8 SE +/- 1.12, N = 7 SE +/- 1.27, N = 7 SE +/- 0.63, N = 7 SE +/- 3.21, N = 7 SE +/- 0.93, N = 6 SE +/- 0.57, N = 6 SE +/- 0.31, N = 5 2856.83 1485.78 910.91 1380.68 1053.49 1392.46 1665.72 1290.48 2751.85 987.07 1719.71 1080.43 2287.03 2432.73 2322.39 1996.60 2012.37 1427.43 1199.66 814.50 1369.20 594.41 609.16 508.66
Rodinia Test: OpenCL Particle Filter OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: OpenCL Particle Filter TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 6 12 18 24 30 SE +/- 0.008, N = 8 SE +/- 0.006, N = 6 SE +/- 0.026, N = 4 SE +/- 0.009, N = 5 SE +/- 0.058, N = 4 SE +/- 0.019, N = 6 SE +/- 0.018, N = 6 SE +/- 0.092, N = 5 SE +/- 0.009, N = 8 SE +/- 0.012, N = 4 SE +/- 0.004, N = 5 SE +/- 0.021, N = 4 SE +/- 0.011, N = 6 SE +/- 0.006, N = 7 SE +/- 0.008, N = 7 SE +/- 0.005, N = 6 SE +/- 0.008, N = 6 SE +/- 0.016, N = 5 SE +/- 0.015, N = 4 SE +/- 0.004, N = 3 SE +/- 0.038, N = 5 SE +/- 0.027, N = 3 SE +/- 0.055, N = 3 SE +/- 0.028, N = 3 4.250 7.791 13.185 11.482 11.774 8.205 6.457 10.071 4.414 12.002 8.836 12.487 6.837 5.718 6.196 7.767 7.914 10.847 11.893 17.823 9.155 21.267 18.409 23.834 1. (CXX) g++ options: -m64 -lm -lcuda -lcudart -lcudadevrt -lcudart_static -lrt -lpthread -ldl
FAHBench OpenBenchmarking.org Ns Per Day, More Is Better FAHBench 2.3.2 TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 60 120 180 240 300 SE +/- 0.85, N = 3 SE +/- 0.06, N = 3 SE +/- 0.03, N = 3 SE +/- 0.17, N = 3 SE +/- 0.15, N = 3 SE +/- 0.46, N = 3 SE +/- 0.41, N = 3 SE +/- 0.33, N = 3 SE +/- 1.17, N = 3 SE +/- 0.16, N = 3 SE +/- 0.54, N = 3 SE +/- 0.21, N = 3 SE +/- 1.06, N = 3 SE +/- 0.82, N = 3 SE +/- 0.92, N = 3 SE +/- 0.34, N = 3 SE +/- 0.32, N = 3 SE +/- 0.42, N = 3 SE +/- 0.10, N = 3 SE +/- 0.05, N = 3 SE +/- 0.31, N = 3 SE +/- 0.01, N = 3 SE +/- 0.11, N = 3 SE +/- 0.12, N = 3 292.16 137.14 90.85 135.61 102.37 139.50 151.57 115.78 290.72 102.27 178.47 82.05 221.73 248.01 235.53 199.87 200.77 138.56 125.62 75.81 123.19 61.59 62.30 52.69
PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 50 100 150 200 250 SE +/- 0.25, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.05, N = 3 SE +/- 0.15, N = 3 SE +/- 0.04, N = 3 SE +/- 0.07, N = 3 SE +/- 0.09, N = 3 SE +/- 0.21, N = 3 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 SE +/- 0.01, N = 3 SE +/- 0.12, N = 3 SE +/- 0.12, N = 3 SE +/- 0.09, N = 3 SE +/- 0.12, N = 3 SE +/- 0.09, N = 3 SE +/- 0.08, N = 3 SE +/- 0.07, N = 3 SE +/- 0.01, N = 3 SE +/- 0.06, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 227.30 108.23 73.89 100.51 82.21 108.46 112.28 99.84 212.11 79.13 125.23 73.17 149.69 159.79 151.99 147.87 146.90 98.99 87.25 59.37 105.39 49.71 45.54 41.97
ArrayFire Test: Conjugate Gradient OpenCL OpenBenchmarking.org ms, Fewer Is Better ArrayFire 3.7 Test: Conjugate Gradient OpenCL TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 3 6 9 12 15 SE +/- 0.001, N = 10 SE +/- 0.001, N = 10 SE +/- 0.002, N = 9 SE +/- 0.001, N = 10 SE +/- 0.002, N = 10 SE +/- 0.004, N = 10 SE +/- 0.002, N = 10 SE +/- 0.006, N = 10 SE +/- 0.005, N = 10 SE +/- 0.003, N = 10 SE +/- 0.002, N = 10 SE +/- 0.002, N = 10 SE +/- 0.001, N = 10 SE +/- 0.001, N = 10 SE +/- 0.001, N = 10 SE +/- 0.002, N = 10 SE +/- 0.001, N = 10 SE +/- 0.001, N = 10 SE +/- 0.002, N = 10 SE +/- 0.003, N = 10 SE +/- 0.007, N = 10 SE +/- 0.005, N = 10 SE +/- 0.002, N = 10 SE +/- 0.002, N = 10 1.666 3.814 5.400 2.642 4.904 4.077 3.387 3.622 1.677 5.000 2.659 4.445 2.071 1.900 2.075 2.097 2.083 3.068 4.541 6.808 3.917 7.775 8.968 8.349 1. (CXX) g++ options: -rdynamic
NeatBench Acceleration: GPU OpenBenchmarking.org FPS, More Is Better NeatBench 5 Acceleration: GPU TITAN RTX GTX 970 GTX 980 GTX 1070 GTX 1080 RTX 2060 RTX 2080 RTX 2070 GTX 1660 GTX 1650 GTX 960 GTX 950 11 22 33 44 55 SE +/- 0.02, N = 13 SE +/- 0.05, N = 13 SE +/- 0.04, N = 13 SE +/- 0.13, N = 13 SE +/- 0.04, N = 13 SE +/- 0.23, N = 14 SE +/- 0.11, N = 15 SE +/- 0.26, N = 13 SE +/- 0.06, N = 13 SE +/- 0.05, N = 13 SE +/- 0.01, N = 13 SE +/- 0.02, N = 13 48.10 15.40 17.30 21.50 24.60 28.30 38.30 35.80 18.60 12.80 9.53 9.54
ArrayFire Test: BLAS OpenCL OpenBenchmarking.org GFLOPS, More Is Better ArrayFire 3.7 Test: BLAS OpenCL TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 1100 2200 3300 4400 5500 SE +/- 17.72, N = 4 SE +/- 1.17, N = 4 SE +/- 1.45, N = 4 SE +/- 3.01, N = 4 SE +/- 10.36, N = 4 SE +/- 4.04, N = 4 SE +/- 10.96, N = 4 SE +/- 8.83, N = 4 SE +/- 13.92, N = 4 SE +/- 2.50, N = 4 SE +/- 5.03, N = 4 SE +/- 1.69, N = 4 SE +/- 1.43, N = 4 SE +/- 9.77, N = 4 SE +/- 10.88, N = 4 SE +/- 11.45, N = 4 SE +/- 4.79, N = 4 SE +/- 3.15, N = 4 SE +/- 1.22, N = 4 SE +/- 1.92, N = 4 SE +/- 10.31, N = 4 SE +/- 1.56, N = 4 SE +/- 0.80, N = 4 SE +/- 1.10, N = 4 5040.58 4304.76 2457.73 1765.01 2826.16 2905.88 5091.86 2438.97 4836.62 2856.38 2321.09 1607.77 3047.42 3673.83 3358.20 2680.69 2622.04 1877.32 1712.37 1128.39 3699.51 1639.08 1303.04 1019.48 1. (CXX) g++ options: -rdynamic
Mixbench Backend: NVIDIA CUDA - Benchmark: Double Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Double Precision TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX 1050 Ti 90 180 270 360 450 SE +/- 15.67, N = 15 SE +/- 0.35, N = 11 SE +/- 0.66, N = 15 SE +/- 0.10, N = 11 SE +/- 0.03, N = 11 SE +/- 10.76, N = 15 SE +/- 0.00, N = 9 SE +/- 0.01, N = 13 SE +/- 0.13, N = 13 SE +/- 0.15, N = 15 SE +/- 0.96, N = 15 SE +/- 0.22, N = 15 SE +/- 0.27, N = 14 SE +/- 0.23, N = 14 SE +/- 0.08, N = 13 SE +/- 0.10, N = 13 SE +/- 0.06, N = 12 SE +/- 0.03, N = 7 413.66 240.92 144.14 225.05 296.09 409.46 151.63 196.30 133.88 260.97 315.61 291.56 226.21 221.80 157.14 141.36 92.37 84.55 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Darktable Test: Server Room - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.0.1 Test: Server Room - Acceleration: OpenCL TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 0.8323 1.6646 2.4969 3.3292 4.1615 SE +/- 0.002, N = 11 SE +/- 0.001, N = 10 SE +/- 0.017, N = 8 SE +/- 0.002, N = 10 SE +/- 0.004, N = 8 SE +/- 0.004, N = 10 SE +/- 0.003, N = 10 SE +/- 0.002, N = 10 SE +/- 0.002, N = 11 SE +/- 0.002, N = 10 SE +/- 0.001, N = 11 SE +/- 0.006, N = 8 SE +/- 0.002, N = 11 SE +/- 0.001, N = 11 SE +/- 0.001, N = 11 SE +/- 0.001, N = 11 SE +/- 0.001, N = 11 SE +/- 0.002, N = 10 SE +/- 0.001, N = 10 SE +/- 0.003, N = 7 SE +/- 0.008, N = 7 SE +/- 0.008, N = 7 SE +/- 0.009, N = 8 SE +/- 0.006, N = 7 0.767 1.166 2.862 1.082 2.730 1.112 1.095 1.398 0.759 1.301 0.844 2.903 0.821 0.809 0.818 0.772 0.777 1.166 1.195 3.693 3.699 3.677 3.672 3.684
LuxCoreRender OpenCL Scene: Rainbow Colors and Prism OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: Rainbow Colors and Prism TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 3 6 9 12 15 SE +/- 0.18, N = 4 SE +/- 0.13, N = 12 SE +/- 0.10, N = 12 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 4 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.03, N = 4 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 4 SE +/- 0.09, N = 4 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 +/- 0.00, N = 3 SE +/- 0.00, N = 3 12.73 5.38 4.81 5.61 5.11 6.62 4.23 6.59 12.33 5.41 7.97 2.73 10.21 9.14 9.24 10.98 11.32 5.01 5.58 3.93 6.47 3.98 2.84 3.22
Meta Performance Per Watts Performance Per Watts OpenBenchmarking.org Performance Per Watts, More Is Better Meta Performance Per Watts Performance Per Watts TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 200 400 600 800 1000 962.08 223.07 497.00 249.04 348.12 406.50 327.28 1013.20 280.52 553.15 399.75 754.61 831.53 728.37 642.98 689.61 502.09 416.11 290.51 346.43 288.09 414.87
cl-mem Benchmark: Copy OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Copy TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 70 140 210 280 350 SE +/- 0.08, N = 9 SE +/- 0.03, N = 6 SE +/- 0.02, N = 4 SE +/- 0.05, N = 7 SE +/- 0.02, N = 5 SE +/- 0.02, N = 6 SE +/- 0.02, N = 6 SE +/- 0.07, N = 6 SE +/- 0.10, N = 8 SE +/- 0.02, N = 5 SE +/- 0.06, N = 7 SE +/- 0.00, N = 5 SE +/- 0.07, N = 8 SE +/- 0.05, N = 8 SE +/- 0.06, N = 8 SE +/- 0.09, N = 8 SE +/- 0.06, N = 8 SE +/- 0.06, N = 6 SE +/- 0.17, N = 5 SE +/- 0.00, N = 4 SE +/- 0.11, N = 6 SE +/- 0.00, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 322.7 184.1 125.9 240.2 145.0 183.3 207.4 217.8 324.0 138.5 239.4 143.8 292.1 301.7 290.0 284.4 288.0 211.1 145.9 99.2 214.4 87.9 72.8 78.5 1. (CC) gcc options: -O2 -flto -lOpenCL
PlaidML FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 200M 400M 600M 800M 1000M SE +/- 0.42, N = 4 SE +/- 0.05, N = 3 SE +/- 0.04, N = 3 SE +/- 0.11, N = 3 SE +/- 0.61, N = 3 SE +/- 0.13, N = 3 SE +/- 0.31, N = 3 SE +/- 1.20, N = 3 SE +/- 0.60, N = 3 SE +/- 0.16, N = 3 SE +/- 0.29, N = 3 SE +/- 0.13, N = 3 SE +/- 0.24, N = 3 SE +/- 0.36, N = 3 SE +/- 0.62, N = 3 SE +/- 0.39, N = 3 SE +/- 0.29, N = 3 SE +/- 0.22, N = 3 SE +/- 0.22, N = 3 SE +/- 0.11, N = 3 SE +/- 1.11, N = 3 SE +/- 0.01, N = 3 196.63 92.87 51.14 68.81 56.60 79.12 103.83 71.18 187.92 56.62 88.95 61.85 123.03 145.57 130.23 104.21 101.79 73.38 67.74 42.32 75.73 29.42 1000000000.00 1000000000.00
GROMACS Water Benchmark OpenBenchmarking.org Ns Per Day, More Is Better GROMACS 2020.3 Water Benchmark TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 2 4 6 8 10 SE +/- 0.005, N = 3 SE +/- 0.002, N = 3 SE +/- 0.003, N = 3 SE +/- 0.007, N = 3 SE +/- 0.003, N = 3 SE +/- 0.003, N = 3 SE +/- 0.004, N = 3 SE +/- 0.003, N = 3 SE +/- 0.020, N = 2 SE +/- 0.003, N = 3 SE +/- 0.008, N = 3 SE +/- 0.004, N = 3 SE +/- 0.008, N = 3 SE +/- 0.041, N = 3 SE +/- 0.015, N = 3 SE +/- 0.013, N = 3 SE +/- 0.016, N = 3 SE +/- 0.006, N = 3 SE +/- 0.010, N = 3 SE +/- 0.005, N = 3 SE +/- 0.005, N = 3 SE +/- 0.000, N = 3 SE +/- 0.002, N = 3 SE +/- 0.001, N = 3 7.117 4.259 2.995 4.629 3.271 4.052 4.634 3.857 7.136 3.181 5.416 4.122 6.249 6.572 6.536 5.865 5.789 4.789 4.412 3.253 4.081 2.084 2.154 1.802 1. (CXX) g++ options: -O3 -lpthread -ldl -lrt -lm
PlaidML FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti 40 80 120 160 200 SE +/- 0.21, N = 3 SE +/- 0.05, N = 3 SE +/- 0.01, N = 3 SE +/- 0.07, N = 3 SE +/- 0.01, N = 3 SE +/- 0.06, N = 3 SE +/- 0.11, N = 3 SE +/- 0.08, N = 3 SE +/- 0.19, N = 3 SE +/- 0.06, N = 3 SE +/- 0.08, N = 3 SE +/- 0.03, N = 3 SE +/- 0.11, N = 3 SE +/- 0.09, N = 3 SE +/- 0.20, N = 3 SE +/- 0.17, N = 3 SE +/- 0.14, N = 3 SE +/- 0.06, N = 3 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 SE +/- 0.19, N = 3 SE +/- 0.02, N = 3 198.37 99.64 73.25 111.39 80.47 103.79 99.82 89.28 187.73 83.52 125.33 77.10 154.74 158.82 154.35 153.03 154.81 108.06 97.94 65.59 93.03 57.13
NAMD CUDA ATPase Simulation - 327,506 Atoms OpenBenchmarking.org days/ns, Fewer Is Better NAMD CUDA 2.14 ATPase Simulation - 327,506 Atoms TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 0.1339 0.2678 0.4017 0.5356 0.6695 SE +/- 0.00134, N = 4 SE +/- 0.00101, N = 4 SE +/- 0.00170, N = 3 SE +/- 0.00026, N = 4 SE +/- 0.00291, N = 3 SE +/- 0.00276, N = 4 SE +/- 0.00174, N = 4 SE +/- 0.00163, N = 4 SE +/- 0.00046, N = 4 SE +/- 0.00077, N = 3 SE +/- 0.00144, N = 4 SE +/- 0.00061, N = 4 SE +/- 0.00025, N = 4 SE +/- 0.00097, N = 4 SE +/- 0.00054, N = 4 SE +/- 0.00191, N = 4 SE +/- 0.00060, N = 4 SE +/- 0.00217, N = 4 SE +/- 0.00142, N = 4 SE +/- 0.00088, N = 3 SE +/- 0.00182, N = 4 SE +/- 0.00392, N = 3 SE +/- 0.00332, N = 3 SE +/- 0.00145, N = 3 0.19195 0.22300 0.36071 0.23177 0.33566 0.24022 0.22426 0.29138 0.19082 0.30957 0.20635 0.26211 0.19625 0.19329 0.19265 0.20362 0.20057 0.22800 0.24290 0.34503 0.27103 0.53233 0.50785 0.59513
Mixbench Backend: OpenCL - Benchmark: Integer OpenBenchmarking.org GIOPS, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Integer TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 4K 8K 12K 16K 20K SE +/- 63.55, N = 15 SE +/- 0.83, N = 14 SE +/- 0.40, N = 13 SE +/- 7.30, N = 13 SE +/- 5.50, N = 15 SE +/- 0.96, N = 13 SE +/- 6.51, N = 15 SE +/- 1.27, N = 13 SE +/- 11.06, N = 14 SE +/- 2.70, N = 14 SE +/- 14.13, N = 13 SE +/- 0.38, N = 13 SE +/- 1.47, N = 14 SE +/- 11.48, N = 14 SE +/- 1.20, N = 14 SE +/- 1.82, N = 13 SE +/- 2.40, N = 13 SE +/- 50.53, N = 15 SE +/- 0.61, N = 13 SE +/- 0.52, N = 12 SE +/- 1.23, N = 14 SE +/- 2.02, N = 12 SE +/- 0.81, N = 12 SE +/- 0.55, N = 15 16979.99 2157.31 1215.75 5432.40 1389.90 2019.08 2655.58 1711.03 16323.94 1354.14 7275.33 4975.18 9696.38 11752.11 10930.56 8362.86 8218.02 5803.63 5303.51 3466.72 1911.01 771.53 828.80 625.55 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 950 200M 400M 600M 800M 1000M SE +/- 0.54, N = 4 SE +/- 0.10, N = 3 SE +/- 0.06, N = 3 SE +/- 0.10, N = 3 SE +/- 0.21, N = 3 SE +/- 0.18, N = 3 SE +/- 0.42, N = 3 SE +/- 0.87, N = 3 SE +/- 0.64, N = 3 SE +/- 0.22, N = 3 SE +/- 0.40, N = 3 SE +/- 0.16, N = 3 SE +/- 0.33, N = 3 SE +/- 0.37, N = 3 SE +/- 0.81, N = 3 SE +/- 0.51, N = 3 SE +/- 0.38, N = 3 SE +/- 0.25, N = 3 SE +/- 0.30, N = 3 SE +/- 0.16, N = 3 SE +/- 0.47, N = 3 SE +/- 0.01, N = 3 248.79 116.89 64.53 86.61 72.21 99.88 131.34 90.74 237.29 71.78 112.29 77.98 155.42 183.53 164.78 132.03 128.91 92.41 85.46 53.35 97.40 37.13 1000000000.00
FinanceBench Benchmark: Monte-Carlo OpenCL OpenBenchmarking.org ms, Fewer Is Better FinanceBench 2016-06-06 Benchmark: Monte-Carlo OpenCL TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 300 600 900 1200 1500 SE +/- 1.197236, N = 8 SE +/- 0.217923, N = 8 SE +/- 1.034930, N = 7 SE +/- 0.488651, N = 8 SE +/- 0.367985, N = 8 SE +/- 0.409086, N = 7 SE +/- 0.481963, N = 7 SE +/- 0.287953, N = 8 SE +/- 0.595119, N = 8 SE +/- 0.445319, N = 7 SE +/- 1.146962, N = 8 SE +/- 0.533801, N = 7 SE +/- 0.343146, N = 8 SE +/- 0.455030, N = 8 SE +/- 0.614932, N = 8 SE +/- 0.935750, N = 8 SE +/- 1.739449, N = 8 SE +/- 0.519549, N = 8 SE +/- 0.790748, N = 8 SE +/- 2.023658, N = 7 SE +/- 0.570026, N = 8 SE +/- 0.754451, N = 7 SE +/- 0.042376, N = 9 SE +/- 0.024977, N = 9 277.232121 754.284012 841.188581 594.438004 749.288002 697.546291 921.684152 660.548249 319.914127 894.084865 528.367744 1087.168126 400.383625 413.845127 406.042122 377.722500 367.022003 654.815865 606.699883 895.430429 624.175743 1214.994001 4.911000 4.919000 1. (CXX) g++ options: -O3 -lOpenCL
clpeak OpenCL Test: Integer Compute INT OpenBenchmarking.org GIOPS, More Is Better clpeak OpenCL Test: Integer Compute INT TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 3K 6K 9K 12K 15K SE +/- 169.21, N = 15 SE +/- 0.30, N = 10 SE +/- 8.78, N = 10 SE +/- 6.44, N = 12 SE +/- 1.81, N = 8 SE +/- 6.03, N = 12 SE +/- 7.00, N = 10 SE +/- 8.22, N = 9 SE +/- 23.37, N = 12 SE +/- 10.83, N = 15 SE +/- 65.66, N = 15 SE +/- 41.07, N = 15 SE +/- 66.40, N = 12 SE +/- 58.52, N = 13 SE +/- 51.79, N = 12 SE +/- 83.63, N = 15 SE +/- 81.72, N = 15 SE +/- 49.36, N = 15 SE +/- 10.20, N = 12 SE +/- 1.93, N = 13 SE +/- 10.01, N = 9 SE +/- 10.24, N = 15 SE +/- 3.50, N = 9 SE +/- 4.46, N = 15 13783.93 2076.45 1145.14 4280.55 1306.51 1695.79 2430.55 1612.52 13629.37 1275.12 5356.84 4128.39 8484.41 10266.72 9141.23 7133.77 6930.21 4734.36 4338.67 2641.38 1757.81 719.46 789.99 593.76 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
Mixbench Backend: NVIDIA CUDA - Benchmark: Integer OpenBenchmarking.org GIOPS, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Integer TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX 1050 Ti 3K 6K 9K 12K 15K SE +/- 458.60, N = 15 SE +/- 0.87, N = 11 SE +/- 4.94, N = 15 SE +/- 3.28, N = 11 SE +/- 1.56, N = 11 SE +/- 264.51, N = 15 SE +/- 2.01, N = 9 SE +/- 4.65, N = 13 SE +/- 0.38, N = 13 SE +/- 0.98, N = 14 SE +/- 1.56, N = 14 SE +/- 7.76, N = 14 SE +/- 0.55, N = 14 SE +/- 49.03, N = 15 SE +/- 0.35, N = 13 SE +/- 0.22, N = 13 SE +/- 0.11, N = 12 SE +/- 0.18, N = 7 14426.11 1887.61 4866.61 1764.63 2326.09 14103.79 1187.72 6539.81 4492.32 8722.28 10562.99 9732.48 7540.28 7348.91 5271.34 4753.11 3108.84 667.90 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
LeelaChessZero Backend: OpenCL OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.26 Backend: OpenCL TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 5K 10K 15K 20K 25K SE +/- 20.50, N = 3 SE +/- 36.50, N = 3 SE +/- 54.30, N = 3 SE +/- 43.89, N = 3 SE +/- 85.75, N = 3 SE +/- 57.21, N = 3 SE +/- 28.99, N = 3 SE +/- 55.16, N = 3 SE +/- 28.32, N = 3 SE +/- 64.75, N = 3 SE +/- 19.16, N = 3 SE +/- 28.58, N = 3 SE +/- 79.08, N = 3 SE +/- 77.45, N = 3 SE +/- 70.73, N = 3 SE +/- 61.94, N = 3 SE +/- 56.77, N = 3 SE +/- 3.38, N = 3 SE +/- 6.17, N = 3 SE +/- 27.94, N = 3 SE +/- 2.73, N = 3 SE +/- 10.44, N = 3 SE +/- 16.29, N = 3 22424 9947 5163 7366 6265 9750 12662 8283 21839 5933 10290 5151 14730 17501 15442 12311 12335 7733 5895 3101 9066 2565 2430 1982 1. (CXX) g++ options: -flto -pthread
Darktable Test: Server Rack - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.0.1 Test: Server Rack - Acceleration: OpenCL TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 0.0432 0.0864 0.1296 0.1728 0.216 SE +/- 0.000, N = 13 SE +/- 0.000, N = 13 SE +/- 0.001, N = 15 SE +/- 0.000, N = 13 SE +/- 0.001, N = 13 SE +/- 0.001, N = 15 SE +/- 0.001, N = 13 SE +/- 0.001, N = 15 SE +/- 0.001, N = 13 SE +/- 0.001, N = 13 SE +/- 0.001, N = 13 SE +/- 0.001, N = 15 SE +/- 0.000, N = 13 SE +/- 0.001, N = 15 SE +/- 0.001, N = 15 SE +/- 0.001, N = 13 SE +/- 0.001, N = 13 SE +/- 0.001, N = 15 SE +/- 0.001, N = 13 SE +/- 0.000, N = 13 SE +/- 0.003, N = 15 SE +/- 0.004, N = 15 SE +/- 0.004, N = 15 SE +/- 0.004, N = 15 0.103 0.117 0.163 0.104 0.162 0.117 0.111 0.164 0.100 0.124 0.104 0.121 0.098 0.099 0.099 0.102 0.101 0.106 0.113 0.185 0.189 0.192 0.191 0.191
Darktable Test: Masskrug - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.0.1 Test: Masskrug - Acceleration: OpenCL TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 1.0701 2.1402 3.2103 4.2804 5.3505 SE +/- 0.011, N = 8 SE +/- 0.016, N = 8 SE +/- 0.022, N = 7 SE +/- 0.011, N = 8 SE +/- 0.023, N = 7 SE +/- 0.008, N = 8 SE +/- 0.011, N = 8 SE +/- 0.012, N = 8 SE +/- 0.009, N = 9 SE +/- 0.009, N = 8 SE +/- 0.014, N = 8 SE +/- 0.023, N = 7 SE +/- 0.009, N = 8 SE +/- 0.014, N = 9 SE +/- 0.019, N = 8 SE +/- 0.009, N = 9 SE +/- 0.015, N = 9 SE +/- 0.012, N = 8 SE +/- 0.012, N = 8 SE +/- 0.018, N = 7 SE +/- 0.019, N = 7 SE +/- 0.014, N = 7 SE +/- 0.023, N = 7 SE +/- 0.011, N = 7 2.792 2.998 4.610 3.030 4.543 2.974 2.974 3.227 2.755 3.169 2.835 4.756 2.804 2.764 2.794 2.744 2.763 3.091 3.097 4.329 4.324 4.294 4.281 4.307
Rodinia Test: OpenCL Myocyte OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: OpenCL Myocyte TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 12 24 36 48 60 SE +/- 0.08, N = 3 SE +/- 0.24, N = 3 SE +/- 0.26, N = 3 SE +/- 0.08, N = 3 SE +/- 0.06, N = 3 SE +/- 0.08, N = 3 SE +/- 0.07, N = 3 SE +/- 0.04, N = 3 SE +/- 0.07, N = 3 SE +/- 0.15, N = 3 SE +/- 0.12, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.08, N = 3 SE +/- 0.07, N = 3 SE +/- 0.23, N = 3 SE +/- 0.22, N = 3 SE +/- 0.16, N = 3 SE +/- 0.17, N = 3 SE +/- 0.06, N = 3 SE +/- 0.14, N = 3 SE +/- 0.04, N = 3 SE +/- 0.10, N = 3 SE +/- 0.11, N = 3 35.77 42.08 48.92 34.13 50.55 38.00 38.00 55.17 35.24 38.11 34.90 33.69 34.78 34.21 35.09 35.51 34.56 34.41 34.76 33.72 53.83 39.05 45.51 45.54 1. (CXX) g++ options: -m64 -lm -lcuda -lcudart -lcudadevrt -lcudart_static -lrt -lpthread -ldl
Rodinia Test: NVIDIA CUDA GPU Myocyte OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: NVIDIA CUDA GPU Myocyte TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 14 28 42 56 70 SE +/- 0.03, N = 3 SE +/- 0.22, N = 3 SE +/- 0.01, N = 3 SE +/- 0.10, N = 3 SE +/- 0.04, N = 3 SE +/- 0.12, N = 3 SE +/- 0.07, N = 3 SE +/- 0.01, N = 3 SE +/- 0.06, N = 3 SE +/- 0.06, N = 3 SE +/- 0.12, N = 3 SE +/- 0.11, N = 3 SE +/- 0.07, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.00, N = 3 SE +/- 0.10, N = 3 SE +/- 0.12, N = 3 SE +/- 0.12, N = 3 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 SE +/- 0.08, N = 3 SE +/- 0.02, N = 3 40.37 47.72 56.50 39.91 59.47 42.96 43.20 64.76 40.35 42.70 40.00 39.94 40.09 40.01 40.49 40.50 40.22 40.04 40.07 39.90 63.60 43.28 52.33 51.97 1. (CXX) g++ options: -m64 -lm -lcuda -lcudart -lcudadevrt -lcudart_static -lrt -lpthread -ldl
ViennaCL OpenCL LU Factorization OpenBenchmarking.org GFLOPS, More Is Better ViennaCL 1.4.2 OpenCL LU Factorization TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 20 40 60 80 100 SE +/- 0.57, N = 11 SE +/- 0.38, N = 11 SE +/- 0.20, N = 10 SE +/- 0.37, N = 11 SE +/- 0.29, N = 11 SE +/- 0.23, N = 11 SE +/- 0.21, N = 11 SE +/- 0.25, N = 11 SE +/- 0.39, N = 11 SE +/- 0.32, N = 11 SE +/- 0.29, N = 11 SE +/- 0.27, N = 11 SE +/- 0.44, N = 11 SE +/- 0.41, N = 11 SE +/- 0.38, N = 11 SE +/- 0.47, N = 11 SE +/- 0.24, N = 11 SE +/- 0.37, N = 11 SE +/- 0.25, N = 11 SE +/- 0.21, N = 11 SE +/- 0.23, N = 11 SE +/- 0.14, N = 10 SE +/- 0.19, N = 10 SE +/- 0.19, N = 10 76.64 69.18 60.20 68.15 61.94 66.21 70.69 64.54 75.79 61.65 73.31 67.93 74.45 76.10 74.73 72.57 72.50 70.03 67.82 62.96 65.95 51.34 52.92 47.29 1. (CXX) g++ options: -rdynamic -lOpenCL
Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: Euclidean Cluster OpenBenchmarking.org Test Cases Per Minute, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: Euclidean Cluster TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 300 600 900 1200 1500 SE +/- 2.28, N = 4 SE +/- 7.67, N = 3 SE +/- 2.99, N = 3 SE +/- 0.96, N = 4 SE +/- 1.10, N = 3 SE +/- 4.73, N = 3 SE +/- 2.36, N = 3 SE +/- 15.93, N = 3 SE +/- 0.89, N = 4 SE +/- 8.38, N = 3 SE +/- 2.06, N = 4 SE +/- 2.43, N = 4 SE +/- 2.13, N = 4 SE +/- 2.29, N = 4 SE +/- 2.02, N = 4 SE +/- 1.75, N = 4 SE +/- 1.47, N = 4 SE +/- 1.42, N = 4 SE +/- 2.01, N = 4 SE +/- 0.94, N = 4 SE +/- 0.86, N = 3 SE +/- 6.85, N = 3 SE +/- 1.80, N = 3 SE +/- 13.18, N = 3 1434.17 1204.77 979.33 1466.24 1019.04 1231.44 1218.56 976.75 1436.62 1253.43 1468.39 1456.66 1444.27 1448.46 1441.29 1462.96 1475.24 1465.39 1452.41 1415.67 956.54 1219.99 982.72 980.33 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, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: Euclidean Cluster TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 500 1000 1500 2000 2500 SE +/- 9.59, N = 5 SE +/- 0.67, N = 5 SE +/- 1.83, N = 4 SE +/- 3.67, N = 5 SE +/- 2.91, N = 5 SE +/- 7.62, N = 5 SE +/- 5.86, N = 5 SE +/- 5.50, N = 4 SE +/- 5.93, N = 5 SE +/- 3.33, N = 5 SE +/- 6.16, N = 5 SE +/- 1.34, N = 5 SE +/- 4.72, N = 5 SE +/- 6.61, N = 5 SE +/- 4.22, N = 5 SE +/- 9.09, N = 5 SE +/- 4.74, N = 5 SE +/- 6.33, N = 5 SE +/- 9.93, N = 5 SE +/- 8.11, N = 4 SE +/- 3.18, N = 4 SE +/- 6.06, N = 4 SE +/- 2.79, N = 4 SE +/- 1.01, N = 4 2279.14 2223.78 1928.88 2175.96 1976.41 2243.10 2345.38 1908.81 2268.23 2076.48 2263.12 2143.59 2264.37 2326.55 2245.82 2309.01 2326.88 2223.07 2174.72 1983.67 1953.25 1759.04 1778.01 1591.64 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, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: NDT Mapping TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 80 160 240 320 400 SE +/- 1.41, N = 3 SE +/- 2.01, N = 3 SE +/- 0.82, N = 3 SE +/- 2.54, N = 3 SE +/- 0.61, N = 3 SE +/- 2.24, N = 3 SE +/- 1.38, N = 3 SE +/- 2.08, N = 3 SE +/- 0.87, N = 3 SE +/- 0.67, N = 3 SE +/- 0.47, N = 3 SE +/- 0.20, N = 3 SE +/- 0.37, N = 3 SE +/- 0.33, N = 3 SE +/- 1.78, N = 3 SE +/- 2.26, N = 3 SE +/- 1.17, N = 3 SE +/- 2.24, N = 3 SE +/- 0.15, N = 3 SE +/- 1.36, N = 3 SE +/- 1.91, N = 3 SE +/- 1.02, N = 3 SE +/- 2.15, N = 3 SE +/- 1.45, N = 3 343.61 349.12 324.70 320.97 333.52 345.44 348.29 339.21 350.37 333.47 332.00 313.80 338.65 344.19 341.84 339.12 338.08 321.77 314.71 287.07 339.75 305.07 308.28 294.13 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, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: Points2Image TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 3K 6K 9K 12K 15K SE +/- 36.56, N = 3 SE +/- 112.38, N = 3 SE +/- 123.30, N = 3 SE +/- 16.13, N = 3 SE +/- 75.04, N = 3 SE +/- 180.15, N = 3 SE +/- 90.00, N = 3 SE +/- 62.20, N = 3 SE +/- 70.09, N = 3 SE +/- 136.54, N = 3 SE +/- 87.49, N = 3 SE +/- 155.29, N = 3 SE +/- 194.60, N = 3 SE +/- 64.15, N = 3 SE +/- 56.40, N = 3 SE +/- 35.39, N = 3 SE +/- 146.98, N = 3 SE +/- 35.36, N = 3 SE +/- 28.64, N = 3 SE +/- 175.10, N = 3 SE +/- 57.16, N = 3 SE +/- 128.29, N = 3 SE +/- 85.88, N = 3 SE +/- 66.71, N = 3 12538.25 13281.77 11485.50 13933.27 11735.84 13045.86 13141.73 11829.86 13045.03 11766.29 13398.06 12256.66 13076.86 12974.47 13228.14 13499.17 13476.34 13606.96 13590.03 12203.30 11498.22 11780.68 11773.35 11764.71 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, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: NDT Mapping TITAN RTX GTX 1660 SUPER RTX 2080 Ti RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 130 260 390 520 650 SE +/- 5.64, N = 3 SE +/- 4.39, N = 3 SE +/- 2.73, N = 3 SE +/- 0.63, N = 3 SE +/- 1.45, N = 3 SE +/- 0.12, N = 3 SE +/- 1.09, N = 3 SE +/- 1.76, N = 3 SE +/- 2.81, N = 3 SE +/- 0.39, N = 3 SE +/- 3.12, N = 3 SE +/- 0.21, N = 3 SE +/- 0.81, N = 3 590.63 563.13 606.75 570.77 534.85 589.63 599.70 599.64 579.36 575.45 557.20 552.68 517.14 1. (CXX) g++ options: -O3 -m64 -std=c++11 -lcudadevrt -lcudart_static -lrt -lpthread -ldl
Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: Points2Image OpenBenchmarking.org Test Cases Per Minute, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: Points2Image TITAN RTX GTX 1660 SUPER RTX 2080 Ti RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 7K 14K 21K 28K 35K SE +/- 203.08, N = 3 SE +/- 284.42, N = 3 SE +/- 496.68, N = 3 SE +/- 339.25, N = 14 SE +/- 220.88, N = 3 SE +/- 401.47, N = 5 SE +/- 273.74, N = 15 SE +/- 430.26, N = 4 SE +/- 471.75, N = 3 SE +/- 226.31, N = 3 SE +/- 392.98, N = 5 SE +/- 269.28, N = 15 SE +/- 329.31, N = 7 29401.51 29306.13 28816.82 30937.28 29380.31 30409.06 30214.76 29707.44 29917.30 30663.64 29450.46 29594.88 29148.74 1. (CXX) g++ options: -O3 -m64 -std=c++11 -lcudadevrt -lcudart_static -lrt -lpthread -ldl
Darktable GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darktable 3.0.1 GPU Power Consumption Monitor GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 20 40 60 80 100 Min: 44.92 / Avg: 54.55 / Max: 61.76 Min: 11.31 / Avg: 22.96 / Max: 45.06 Min: 45.9 / Avg: 59.46 / Max: 70.15 Min: 30.97 / Avg: 41.25 / Max: 53.45 Min: 34.81 / Avg: 50.45 / Max: 53.48 Min: 70.33 / Avg: 85.24 / Max: 97.98 Min: 6.57 / Avg: 30.59 / Max: 58.21 Min: 23.72 / Avg: 30.58 / Max: 34.44 Min: 9.65 / Avg: 23.06 / Max: 39.68 Min: 6.66 / Avg: 13.37 / Max: 22.78 Min: 14.87 / Avg: 30.51 / Max: 57.06 Min: 8.94 / Avg: 28.67 / Max: 56.24 Min: 14.65 / Avg: 33.49 / Max: 51.25 Min: 8.22 / Avg: 22.51 / Max: 46.59 Min: 9.56 / Avg: 24.19 / Max: 50.13 Min: 7.51 / Avg: 16.55 / Max: 29.52 Min: 6.84 / Avg: 13.08 / Max: 20.75 Min: 5.77 / Avg: 11.18 / Max: 17.39 Min: 71.89 / Avg: 75.98 / Max: 77.49 Min: 26.04 / Avg: 26.59 / Max: 27.94 Min: 10.47 / Avg: 18.88 / Max: 27
Darktable GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darktable 3.0.1 GPU Power Consumption Monitor GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 30 60 90 120 150 Min: 43.59 / Avg: 59.17 / Max: 118.8 Min: 11.53 / Avg: 36.71 / Max: 115.51 Min: 46 / Avg: 67.18 / Max: 135.29 Min: 30.65 / Avg: 49.91 / Max: 120.58 Min: 34.81 / Avg: 57.33 / Max: 146.32 Min: 70.53 / Avg: 89.26 / Max: 158.71 Min: 6.38 / Avg: 54.08 / Max: 139.42 Min: 23.73 / Avg: 37.31 / Max: 109.65 Min: 9.76 / Avg: 38.93 / Max: 117.8 Min: 6.59 / Avg: 26.61 / Max: 61.28 Min: 15.15 / Avg: 46.43 / Max: 127.94 Min: 9.08 / Avg: 44.42 / Max: 129.55 Min: 16.01 / Avg: 51.9 / Max: 113.68 Min: 8.6 / Avg: 39 / Max: 126.15 Min: 9.93 / Avg: 43.07 / Max: 113.98 Min: 7.72 / Avg: 27.66 / Max: 97.72 Min: 6.78 / Avg: 21.06 / Max: 80.64 Min: 5.83 / Avg: 13.88 / Max: 17.4 Min: 71.79 / Avg: 74.65 / Max: 77.21 Min: 25.18 / Avg: 26.43 / Max: 27.29 Min: 9.9 / Avg: 21.41 / Max: 26.64
Darktable GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darktable 3.0.1 GPU Power Consumption Monitor GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 30 60 90 120 150 Min: 45.62 / Avg: 56.87 / Max: 110.95 Min: 11.19 / Avg: 34.69 / Max: 100.93 Min: 45.81 / Avg: 60.2 / Max: 84.15 Min: 31.07 / Avg: 48.77 / Max: 98.98 Min: 35.4 / Avg: 49.74 / Max: 52.36 Min: 70.82 / Avg: 89.07 / Max: 157.34 Min: 6.19 / Avg: 49.36 / Max: 75.5 Min: 23.82 / Avg: 36.3 / Max: 87.2 Min: 9.67 / Avg: 36.13 / Max: 78.64 Min: 6.53 / Avg: 23.96 / Max: 65.39 Min: 14.78 / Avg: 43.97 / Max: 88.1 Min: 9.59 / Avg: 43.64 / Max: 66.75 Min: 15.76 / Avg: 47.28 / Max: 74.56 Min: 9.43 / Avg: 34.67 / Max: 79.14 Min: 10.01 / Avg: 37.11 / Max: 68.3 Min: 7.72 / Avg: 25.06 / Max: 71.63 Min: 6.82 / Avg: 21.22 / Max: 75.11 Min: 5.82 / Avg: 13.26 / Max: 17.32 Min: 71.41 / Avg: 74.35 / Max: 77.02 Min: 25.95 / Avg: 26.38 / Max: 27.3 Min: 9.32 / Avg: 21.27 / Max: 26.67
Darktable GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darktable 3.0.1 GPU Power Consumption Monitor GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 50 100 150 200 250 Min: 44.34 / Avg: 72.21 / Max: 123.13 Min: 11.4 / Avg: 52.33 / Max: 120.94 Min: 45.32 / Avg: 79.86 / Max: 136.67 Min: 30.5 / Avg: 62.84 / Max: 139.44 Min: 34.13 / Avg: 68.52 / Max: 178.06 Min: 68.12 / Avg: 106.32 / Max: 173.73 Min: 7.03 / Avg: 73.59 / Max: 252.25 Min: 23.64 / Avg: 47.39 / Max: 86.2 Min: 9.73 / Avg: 51.62 / Max: 143.08 Min: 6.6 / Avg: 37.06 / Max: 78.56 Min: 14.63 / Avg: 62.56 / Max: 192.76 Min: 10.23 / Avg: 61.59 / Max: 213.3 Min: 14.88 / Avg: 61.64 / Max: 175.23 Min: 8.41 / Avg: 53.46 / Max: 167.7 Min: 9.63 / Avg: 57.48 / Max: 178.38 Min: 7.82 / Avg: 43.78 / Max: 107.21 Min: 6.75 / Avg: 35.07 / Max: 82.17 Min: 5.87 / Avg: 14.99 / Max: 17.38 Min: 70.92 / Avg: 73.27 / Max: 76.64 Min: 25.19 / Avg: 26.31 / Max: 27.28 Min: 10.56 / Avg: 23.48 / Max: 26.63
Darktable GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darktable 3.0.1 GPU Temperature Monitor GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 13 26 39 52 65 Min: 39 / Avg: 39 / Max: 39 Min: 39 / Avg: 40.31 / Max: 41 Min: 45 / Avg: 46.93 / Max: 49 Min: 52 / Avg: 52.97 / Max: 53 Min: 48 / Avg: 48.62 / Max: 50 Min: 50 / Avg: 50.98 / Max: 51 Min: 65 / Avg: 65.4 / Max: 66 Min: 38 / Avg: 39.59 / Max: 41 Min: 40 / Avg: 40.47 / Max: 42 Min: 37 / Avg: 37.93 / Max: 39 Min: 36 / Avg: 37.08 / Max: 38 Min: 34 / Avg: 35.41 / Max: 37 Min: 36 / Avg: 37.28 / Max: 39 Min: 46 / Avg: 47.53 / Max: 50 Min: 38 / Avg: 39.1 / Max: 41 Min: 35 / Avg: 36.39 / Max: 38 Min: 34 / Avg: 35.91 / Max: 38 Min: 36 / Avg: 37.03 / Max: 38 Min: 32 / Avg: 33.22 / Max: 34 Min: 56 / Avg: 57.57 / Max: 58 Min: 34 / Avg: 34.93 / Max: 36 Min: 47 / Avg: 47.95 / Max: 48 Min: 43 / Avg: 44.35 / Max: 46
Darktable GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darktable 3.0.1 GPU Temperature Monitor GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 13 26 39 52 65 Min: 39 / Avg: 39.59 / Max: 41 Min: 39 / Avg: 40.7 / Max: 44 Min: 46 / Avg: 51.77 / Max: 59 Min: 51 / Avg: 52.71 / Max: 55 Min: 48 / Avg: 49.5 / Max: 51 Min: 49 / Avg: 50.58 / Max: 52 Min: 63 / Avg: 64.9 / Max: 67 Min: 40 / Avg: 41.51 / Max: 44 Min: 39 / Avg: 41.59 / Max: 44 Min: 38 / Avg: 40.25 / Max: 43 Min: 38 / Avg: 38.96 / Max: 40 Min: 36 / Avg: 37.29 / Max: 40 Min: 37 / Avg: 39.14 / Max: 42 Min: 49 / Avg: 50.43 / Max: 52 Min: 40 / Avg: 41.47 / Max: 44 Min: 36 / Avg: 38.71 / Max: 41 Min: 36 / Avg: 38.41 / Max: 42 Min: 38 / Avg: 39.17 / Max: 43 Min: 33 / Avg: 33.7 / Max: 34 Min: 56 / Avg: 56.73 / Max: 58 Min: 34 / Avg: 34.96 / Max: 35 Min: 47 / Avg: 47.88 / Max: 48 Min: 44 / Avg: 45.66 / Max: 47
Darktable GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darktable 3.0.1 GPU Temperature Monitor GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 13 26 39 52 65 Min: 39 / Avg: 39.97 / Max: 41 Min: 40 / Avg: 41.38 / Max: 44 Min: 42 / Avg: 47.91 / Max: 53 Min: 52 / Avg: 53 / Max: 54 Min: 50 / Avg: 50.63 / Max: 53 Min: 51 / Avg: 51.98 / Max: 53 Min: 65 / Avg: 65.31 / Max: 67 Min: 41 / Avg: 42.02 / Max: 43 Min: 41 / Avg: 42.5 / Max: 45 Min: 39 / Avg: 40.43 / Max: 43 Min: 38 / Avg: 39.42 / Max: 41 Min: 36 / Avg: 37.8 / Max: 41 Min: 38 / Avg: 39.62 / Max: 42 Min: 50 / Avg: 51.29 / Max: 53 Min: 41 / Avg: 42.18 / Max: 44 Min: 38 / Avg: 39.11 / Max: 42 Min: 38 / Avg: 39.21 / Max: 43 Min: 39 / Avg: 40.09 / Max: 43 Min: 33 / Avg: 34.61 / Max: 35 Min: 55 / Avg: 55.77 / Max: 57 Min: 35 / Avg: 35.32 / Max: 36 Min: 47 / Avg: 47.84 / Max: 48 Min: 44 / Avg: 46.36 / Max: 47
Darktable GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darktable 3.0.1 GPU Temperature Monitor GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 13 26 39 52 65 Min: 38 / Avg: 39.82 / Max: 42 Min: 35 / Avg: 40.64 / Max: 47 Min: 43 / Avg: 50.51 / Max: 62 Min: 44 / Avg: 50.29 / Max: 56 Min: 41 / Avg: 48.87 / Max: 53 Min: 45 / Avg: 49.77 / Max: 54 Min: 54 / Avg: 60.59 / Max: 67 Min: 40 / Avg: 42.68 / Max: 48 Min: 37 / Avg: 42.15 / Max: 47 Min: 37 / Avg: 41.7 / Max: 49 Min: 36 / Avg: 39.69 / Max: 43 Min: 35 / Avg: 38.67 / Max: 45 Min: 37 / Avg: 40.56 / Max: 46 Min: 48 / Avg: 51.6 / Max: 57 Min: 39 / Avg: 43.07 / Max: 49 Min: 36 / Avg: 40.62 / Max: 47 Min: 35 / Avg: 40.52 / Max: 47 Min: 36 / Avg: 40.59 / Max: 46 Min: 34 / Avg: 34.84 / Max: 36 Min: 52 / Avg: 53.8 / Max: 55 Min: 35 / Avg: 35.81 / Max: 36 Min: 47 / Avg: 47.6 / Max: 48 Min: 45 / Avg: 47.22 / Max: 48
GPU Temperature Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Celsius GPU Temperature Monitor Phoronix Test Suite System Monitoring TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 16 32 48 64 80 Min: 35 / Avg: 55.61 / Max: 78 Min: 32 / Avg: 45.46 / Max: 58 Min: 33 / Avg: 52.58 / Max: 74 Min: 33 / Avg: 55.48 / Max: 68 Min: 31 / Avg: 65.22 / Max: 80 Min: 29 / Avg: 59.81 / Max: 78 Min: 28 / Avg: 61.17 / Max: 83 Min: 30 / Avg: 70.66 / Max: 85 Min: 29 / Avg: 56.11 / Max: 78 Min: 32 / Avg: 52.77 / Max: 69 Min: 29 / Avg: 51.56 / Max: 73 Min: 30 / Avg: 50.85 / Max: 66 Min: 29 / Avg: 50.76 / Max: 71 Min: 28 / Avg: 49.61 / Max: 73 Min: 28 / Avg: 62.06 / Max: 83 Min: 29 / Avg: 54.87 / Max: 76 Min: 33 / Avg: 53.72 / Max: 74 Min: 29 / Avg: 48.98 / Max: 66 Min: 30 / Avg: 51.27 / Max: 76 Min: 27 / Avg: 49.62 / Max: 67 Min: 32 / Avg: 70.56 / Max: 85 Min: 28 / Avg: 52.14 / Max: 68 Min: 27 / Avg: 61.47 / Max: 74 Min: 29 / Avg: 62.51 / Max: 82
GPU Power Consumption Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Watts GPU Power Consumption Monitor Phoronix Test Suite System Monitoring TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 60 120 180 240 300 Min: 24.02 / Avg: 126.58 / Max: 312.98 Min: 15.21 / Avg: 95.21 / Max: 176.52 Min: 10.68 / Avg: 67.65 / Max: 128.36 Min: 15.1 / Avg: 102.77 / Max: 192.38 Min: 6.84 / Avg: 82.21 / Max: 159.92 Min: 6.47 / Avg: 92.36 / Max: 196.24 Min: 15.33 / Avg: 131.28 / Max: 252.57 Min: 5.74 / Avg: 124.11 / Max: 273.84 Min: 6.24 / Avg: 64.43 / Max: 128.04 Min: 9.59 / Avg: 74.07 / Max: 165.3 Min: 6.47 / Avg: 47.87 / Max: 99.24 Min: 14.36 / Avg: 96.17 / Max: 217.58 Min: 8.85 / Avg: 91.93 / Max: 248.16 Min: 13.71 / Avg: 103.45 / Max: 219.93 Min: 7.57 / Avg: 85.38 / Max: 180.92 Min: 9.27 / Avg: 88.74 / Max: 180.97 Min: 7.22 / Avg: 59.54 / Max: 132.74 Min: 6.72 / Avg: 45.57 / Max: 122.32 Min: 5.55 / Avg: 37.62 / Max: 70.94 Min: 16.01 / Avg: 139.4 / Max: 257.78 Min: 8.45 / Avg: 64.56 / Max: 143.77 Min: 8.46 / Avg: 57.65 / Max: 109.21
ViennaCL GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better ViennaCL 1.4.2 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 14 28 42 56 70 Min: 43 / Avg: 45.46 / Max: 49 Min: 40 / Avg: 41.46 / Max: 43 Min: 43 / Avg: 44.68 / Max: 49 Min: 42 / Avg: 46.49 / Max: 52 Min: 57 / Avg: 60.97 / Max: 66 Min: 53 / Avg: 54.95 / Max: 58 Min: 53 / Avg: 56.03 / Max: 59 Min: 65 / Avg: 67.47 / Max: 71 Min: 43 / Avg: 45.38 / Max: 48 Min: 45 / Avg: 46.77 / Max: 50 Min: 42 / Avg: 44.47 / Max: 48 Min: 42 / Avg: 44.24 / Max: 47 Min: 38 / Avg: 40.21 / Max: 43 Min: 40 / Avg: 42.05 / Max: 44 Min: 50 / Avg: 53.9 / Max: 58 Min: 43 / Avg: 45.98 / Max: 50 Min: 39 / Avg: 42.07 / Max: 45 Min: 38 / Avg: 40.59 / Max: 44 Min: 43 / Avg: 45.83 / Max: 49 Min: 40 / Avg: 43.69 / Max: 48 Min: 64 / Avg: 65.44 / Max: 68 Min: 43 / Avg: 44.65 / Max: 48 Min: 51 / Avg: 55.56 / Max: 60 Min: 47 / Avg: 55.76 / Max: 64
ViennaCL GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better ViennaCL 1.4.2 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 30 60 90 120 150 Min: 24.9 / Avg: 46.01 / Max: 85.54 Min: 44.07 / Avg: 60.29 / Max: 104.72 Min: 11.19 / Avg: 30.09 / Max: 64.31 Min: 47.43 / Avg: 67.32 / Max: 106.39 Min: 33.63 / Avg: 50.93 / Max: 96.7 Min: 49.31 / Avg: 56.2 / Max: 116.21 Min: 85.04 / Avg: 91.74 / Max: 145.18 Min: 6.57 / Avg: 42.9 / Max: 86.91 Min: 34.44 / Avg: 40.91 / Max: 71.78 Min: 9.73 / Avg: 31.35 / Max: 62.34 Min: 6.75 / Avg: 20.56 / Max: 54.86 Min: 14.92 / Avg: 39.95 / Max: 82.68 Min: 9.43 / Avg: 41.34 / Max: 73.77 Min: 15.57 / Avg: 42.71 / Max: 87.19 Min: 9.7 / Avg: 32.61 / Max: 65.34 Min: 9.76 / Avg: 35.74 / Max: 73.4 Min: 7.7 / Avg: 22.8 / Max: 65.67 Min: 6.95 / Avg: 19.41 / Max: 47.72 Min: 6.17 / Avg: 18.42 / Max: 43.15 Min: 73.9 / Avg: 97.64 / Max: 151.33 Min: 25.48 / Avg: 43.2 / Max: 76.71 Min: 10.66 / Avg: 40.86 / Max: 68.5
ViennaCL OpenCL LU Factorization OpenBenchmarking.org GFLOPS Per Watt, More Is Better ViennaCL 1.4.2 OpenCL LU Factorization TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 0.7853 1.5706 2.3559 3.1412 3.9265 1.67 1.00 2.26 0.92 1.30 1.26 0.70 1.77 1.51 2.34 3.30 1.86 1.84 1.75 2.23 2.03 3.07 3.49 3.42 0.68 1.22 1.16
MandelGPU GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better MandelGPU 1.3pts1 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 15 30 45 60 75 Min: 45 / Avg: 50.53 / Max: 57 Min: 41 / Avg: 44.84 / Max: 47 Min: 43 / Avg: 52.79 / Max: 58 Min: 43 / Avg: 53.48 / Max: 61 Min: 58 / Avg: 67.57 / Max: 72 Min: 52 / Avg: 59.08 / Max: 64 Min: 53 / Avg: 59.89 / Max: 65 Min: 68 / Avg: 73.57 / Max: 77 Min: 45 / Avg: 49.86 / Max: 56 Min: 45 / Avg: 50.48 / Max: 55 Min: 43 / Avg: 51.32 / Max: 59 Min: 43 / Avg: 48.53 / Max: 53 Min: 39 / Avg: 45.27 / Max: 51 Min: 41 / Avg: 46.02 / Max: 52 Min: 54 / Avg: 61.07 / Max: 67 Min: 46 / Avg: 52.72 / Max: 59 Min: 41 / Avg: 48.95 / Max: 56 Min: 41 / Avg: 49.47 / Max: 56 Min: 45 / Avg: 52.95 / Max: 59 Min: 42 / Avg: 52.92 / Max: 59 Min: 67 / Avg: 73.02 / Max: 77 Min: 42 / Avg: 53.82 / Max: 59 Min: 58 / Avg: 67.52 / Max: 73 Min: 54 / Avg: 68.11 / Max: 75
MandelGPU GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better MandelGPU 1.3pts1 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 50 100 150 200 250 Min: 25.07 / Avg: 122.71 / Max: 281.34 Min: 44.65 / Avg: 101.94 / Max: 127.84 Min: 11.37 / Avg: 70.83 / Max: 115.9 Min: 45.04 / Avg: 113.33 / Max: 146.62 Min: 31.33 / Avg: 87.38 / Max: 126.34 Min: 34.87 / Avg: 94.6 / Max: 150.78 Min: 69.66 / Avg: 136.58 / Max: 171.65 Min: 6.9 / Avg: 106.89 / Max: 262.87 Min: 24.32 / Avg: 69.85 / Max: 93.11 Min: 9.83 / Avg: 84.69 / Max: 152.83 Min: 6.73 / Avg: 54.61 / Max: 88.86 Min: 14.94 / Avg: 93.28 / Max: 182.87 Min: 9.1 / Avg: 94.4 / Max: 206.38 Min: 15.84 / Avg: 100.66 / Max: 206.01 Min: 9.77 / Avg: 84.48 / Max: 163.29 Min: 9.7 / Avg: 86.85 / Max: 166.27 Min: 8 / Avg: 63.9 / Max: 110.08 Min: 6.95 / Avg: 53.61 / Max: 90.51 Min: 6.41 / Avg: 46 / Max: 66.5 Min: 74.1 / Avg: 145.91 / Max: 187.65 Min: 26.15 / Avg: 77.28 / Max: 93.78 Min: 11.05 / Avg: 66.56 / Max: 76.65
MandelGPU OpenCL Device: GPU OpenBenchmarking.org Samples/sec Per Watt, More Is Better MandelGPU 1.3pts1 OpenCL Device: GPU TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 900K 1800K 2700K 3600K 4500K 3918310.99 1114599.86 2835520.58 1068896.98 2106550.52 2450550.94 1086192.87 4199725.88 1865313.24 2986480.82 3406236.85 3463394.61 3966294.18 3430972.39 3369143.18 3246088.29 3300105.69 3615143.30 2875574.33 1116370.98 1034468.82 924408.18
cl-mem GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better cl-mem 2017-01-13 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 14 28 42 56 70 Min: 44 / Avg: 48.5 / Max: 52 Min: 40 / Avg: 42.57 / Max: 44 Min: 43 / Avg: 44.94 / Max: 46 Min: 43 / Avg: 51.52 / Max: 57 Min: 54 / Avg: 57.67 / Max: 60 Min: 54 / Avg: 55.55 / Max: 57 Min: 55 / Avg: 56.15 / Max: 57 Min: 69 / Avg: 70.14 / Max: 71 Min: 44 / Avg: 47.91 / Max: 51 Min: 41 / Avg: 45.85 / Max: 48 Min: 42 / Avg: 47.19 / Max: 50 Min: 41 / Avg: 44.91 / Max: 47 Min: 39 / Avg: 42.89 / Max: 46 Min: 40 / Avg: 43.87 / Max: 47 Min: 53 / Avg: 57.84 / Max: 61 Min: 45 / Avg: 49.78 / Max: 53 Min: 40 / Avg: 45.84 / Max: 49 Min: 41 / Avg: 45.88 / Max: 49 Min: 43 / Avg: 48.22 / Max: 51 Min: 41 / Avg: 46.97 / Max: 50 Min: 64 / Avg: 67.47 / Max: 70 Min: 38 / Avg: 44.19 / Max: 46 Min: 56 / Avg: 61.45 / Max: 64 Min: 61 / Avg: 63.74 / Max: 65
cl-mem GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better cl-mem 2017-01-13 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 30 60 90 120 150 Min: 24.83 / Avg: 108.7 / Max: 182.31 Min: 21.96 / Avg: 72.7 / Max: 89.36 Min: 11.35 / Avg: 65.62 / Max: 103.9 Min: 16.07 / Avg: 66.51 / Max: 100.73 Min: 31.52 / Avg: 71.15 / Max: 89.67 Min: 40.62 / Avg: 75.69 / Max: 96.37 Min: 70.04 / Avg: 113.39 / Max: 145.08 Min: 6.91 / Avg: 95.45 / Max: 179.38 Min: 6.63 / Avg: 51.44 / Max: 65.21 Min: 9.82 / Avg: 66.41 / Max: 95.02 Min: 6.76 / Avg: 44.51 / Max: 63.05 Min: 14.69 / Avg: 83.86 / Max: 130.59 Min: 9.12 / Avg: 76.7 / Max: 121.49 Min: 15.43 / Avg: 81.51 / Max: 124.13 Min: 8.9 / Avg: 76.97 / Max: 119.89 Min: 9.53 / Avg: 76.61 / Max: 127.01 Min: 8.15 / Avg: 55.88 / Max: 81.89 Min: 6.88 / Avg: 43.23 / Max: 62.12 Min: 6.04 / Avg: 38.17 / Max: 50.72 Min: 18.19 / Avg: 113.58 / Max: 154.46 Min: 8.84 / Avg: 45.86 / Max: 57.01 Min: 37.23 / Avg: 50.57 / Max: 59.93
cl-mem Benchmark: Copy OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Copy TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 0.8843 1.7686 2.6529 3.5372 4.4215 2.97 1.73 3.66 2.18 2.58 2.74 1.92 3.39 2.69 3.60 3.23 3.48 3.93 3.56 3.70 3.76 3.78 3.37 2.60 1.89 1.59 1.55
cl-mem GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better cl-mem 2017-01-13 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 14 28 42 56 70 Min: 42 / Avg: 47.1 / Max: 51 Min: 40 / Avg: 42.17 / Max: 43 Min: 43 / Avg: 44.75 / Max: 46 Min: 43 / Avg: 51.57 / Max: 57 Min: 57 / Avg: 58.76 / Max: 61 Min: 52 / Avg: 54.31 / Max: 56 Min: 54 / Avg: 55.48 / Max: 57 Min: 66 / Avg: 68.88 / Max: 71 Min: 42 / Avg: 46.55 / Max: 50 Min: 43 / Avg: 46 / Max: 48 Min: 41 / Avg: 46.02 / Max: 49 Min: 39 / Avg: 43.17 / Max: 46 Min: 37 / Avg: 41.82 / Max: 45 Min: 38 / Avg: 42.8 / Max: 46 Min: 51 / Avg: 56.39 / Max: 60 Min: 43 / Avg: 48.16 / Max: 52 Min: 39 / Avg: 44.81 / Max: 49 Min: 39 / Avg: 44.42 / Max: 48 Min: 41 / Avg: 45.95 / Max: 49 Min: 38 / Avg: 44.77 / Max: 48 Min: 66 / Avg: 69 / Max: 71 Min: 40 / Avg: 43.54 / Max: 45 Min: 53 / Avg: 61.65 / Max: 64 Min: 59 / Avg: 63 / Max: 65
cl-mem GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better cl-mem 2017-01-13 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 30 60 90 120 150 Min: 24.62 / Avg: 105.03 / Max: 180.29 Min: 55.46 / Avg: 74.13 / Max: 89.07 Min: 11.14 / Avg: 66.31 / Max: 103.06 Min: 60.93 / Avg: 82.47 / Max: 100.64 Min: 31.42 / Avg: 70.62 / Max: 89.23 Min: 35.2 / Avg: 76.67 / Max: 98.18 Min: 18.49 / Avg: 108.54 / Max: 146.76 Min: 6.92 / Avg: 99.36 / Max: 179.45 Min: 24.31 / Avg: 53.67 / Max: 65.12 Min: 9.72 / Avg: 65.87 / Max: 95.18 Min: 6.61 / Avg: 44.61 / Max: 63.24 Min: 14.71 / Avg: 83.17 / Max: 130.62 Min: 9.1 / Avg: 78.12 / Max: 121.36 Min: 15.4 / Avg: 81 / Max: 123.59 Min: 9.11 / Avg: 72.24 / Max: 119.83 Min: 9.7 / Avg: 77.53 / Max: 126.24 Min: 7.88 / Avg: 53.03 / Max: 81.55 Min: 6.89 / Avg: 43.43 / Max: 62.17 Min: 5.9 / Avg: 38.15 / Max: 50.33 Min: 93.03 / Avg: 115.82 / Max: 151.93 Min: 8.84 / Avg: 49.8 / Max: 58.53 Min: 20.99 / Avg: 52.99 / Max: 59.83
cl-mem Benchmark: Write OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Write TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 1.053 2.106 3.159 4.212 5.265 4.68 1.84 3.63 1.93 2.83 2.94 2.27 4.52 2.76 3.93 3.27 3.88 4.52 4.17 4.55 4.40 4.22 3.62 2.74 2.05 1.56 1.60
cl-mem GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better cl-mem 2017-01-13 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 14 28 42 56 70 Min: 38 / Avg: 43.98 / Max: 49 Min: 37 / Avg: 40.67 / Max: 43 Min: 40 / Avg: 42.95 / Max: 45 Min: 45 / Avg: 51.63 / Max: 58 Min: 49 / Avg: 54.56 / Max: 58 Min: 46 / Avg: 50.74 / Max: 54 Min: 47 / Avg: 51.85 / Max: 55 Min: 65 / Avg: 68 / Max: 71 Min: 38 / Avg: 43.54 / Max: 48 Min: 37 / Avg: 43.07 / Max: 46 Min: 36 / Avg: 43.18 / Max: 48 Min: 35 / Avg: 39.97 / Max: 43 Min: 34 / Avg: 39.4 / Max: 43 Min: 35 / Avg: 40.7 / Max: 44 Min: 44 / Avg: 51.47 / Max: 57 Min: 37 / Avg: 43.88 / Max: 49 Min: 34 / Avg: 41.84 / Max: 47 Min: 34 / Avg: 40.98 / Max: 46 Min: 35 / Avg: 41.72 / Max: 46 Min: 32 / Avg: 40.14 / Max: 45 Min: 55 / Avg: 62.65 / Max: 68 Min: 33 / Avg: 40.02 / Max: 43 Min: 46 / Avg: 53.4 / Max: 60 Min: 42 / Avg: 53.36 / Max: 60
cl-mem GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better cl-mem 2017-01-13 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 30 60 90 120 150 Min: 24.41 / Avg: 101.82 / Max: 176.14 Min: 46.01 / Avg: 71.14 / Max: 88.97 Min: 11.46 / Avg: 66.65 / Max: 106.04 Min: 15.68 / Avg: 72.69 / Max: 100.06 Min: 8.06 / Avg: 68.47 / Max: 88.51 Min: 7.73 / Avg: 74.08 / Max: 97.87 Min: 69.85 / Avg: 115.43 / Max: 146.67 Min: 6.34 / Avg: 102.41 / Max: 177.98 Min: 6.43 / Avg: 51.86 / Max: 65.6 Min: 9.66 / Avg: 65.73 / Max: 95.06 Min: 6.61 / Avg: 44.43 / Max: 62.88 Min: 14.69 / Avg: 82.27 / Max: 130.98 Min: 9.01 / Avg: 74.81 / Max: 121.28 Min: 14.7 / Avg: 79.89 / Max: 122.73 Min: 7.94 / Avg: 70.09 / Max: 119.29 Min: 9.64 / Avg: 76.07 / Max: 126.07 Min: 7.91 / Avg: 55.05 / Max: 81.15 Min: 6.76 / Avg: 43.53 / Max: 62.07 Min: 5.86 / Avg: 37.78 / Max: 50.37 Min: 17.53 / Avg: 110.76 / Max: 152.34 Min: 8.56 / Avg: 42.36 / Max: 57.2 Min: 8.65 / Avg: 46.31 / Max: 57.74
cl-mem Benchmark: Read OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Read TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 1.3163 2.6326 3.9489 5.2652 6.5815 5.58 2.03 4.45 2.27 3.01 3.10 2.30 5.33 2.98 4.52 3.76 4.82 5.85 4.96 5.66 5.22 4.56 3.77 2.88 2.20 1.92 1.95
Darktable GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darktable GPU Temperature Monitor TITAN RTX 9 18 27 36 45 Min: 39 / Avg: 39.79 / Max: 41
Darktable GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darktable GPU Power Consumption Monitor TITAN RTX 12 24 36 48 60 Min: 24.5 / Avg: 39.6 / Max: 59.07
Darktable GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darktable GPU Temperature Monitor TITAN RTX 9 18 27 36 45 Min: 40 / Avg: 41.68 / Max: 43
Darktable GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darktable GPU Power Consumption Monitor TITAN RTX 30 60 90 120 150 Min: 24.59 / Avg: 62.16 / Max: 145.89
Darktable GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darktable GPU Temperature Monitor TITAN RTX 9 18 27 36 45 Min: 41 / Avg: 42.09 / Max: 43
Darktable GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darktable GPU Power Consumption Monitor TITAN RTX 20 40 60 80 100 Min: 24.52 / Avg: 56.98 / Max: 89.35
Darktable GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darktable GPU Temperature Monitor TITAN RTX 10 20 30 40 50 Min: 40 / Avg: 42.66 / Max: 48
Darktable GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darktable GPU Power Consumption Monitor TITAN RTX 40 80 120 160 200 Min: 24.51 / Avg: 72.14 / Max: 236.96
Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor TITAN RTX GTX 1660 SUPER RTX 2080 Ti RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 11 22 33 44 55 Min: 41 / Avg: 41.96 / Max: 42 Min: 47 / Avg: 51.86 / Max: 55 Min: 41 / Avg: 41.96 / Max: 42 Min: 38 / Avg: 39.11 / Max: 40 Min: 37 / Avg: 37.74 / Max: 38 Min: 36 / Avg: 37.66 / Max: 38 Min: 38 / Avg: 39.92 / Max: 40 Min: 49 / Avg: 50.06 / Max: 51 Min: 40 / Avg: 40.97 / Max: 41 Min: 37 / Avg: 38.72 / Max: 39 Min: 36 / Avg: 37.31 / Max: 38 Min: 36 / Avg: 36.97 / Max: 38 Min: 35 / Avg: 36.1 / Max: 37
Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER RTX 2080 Ti RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 12 24 36 48 60 Min: 24.55 / Avg: 56.62 / Max: 58.96 Min: 11.47 / Avg: 34.36 / Max: 37.47 Min: 6.49 / Avg: 50.98 / Max: 52.86 Min: 9.67 / Avg: 34.73 / Max: 36.09 Min: 6.51 / Avg: 20.06 / Max: 20.7 Min: 14.6 / Avg: 45.15 / Max: 46.62 Min: 9.1 / Avg: 46.34 / Max: 48.43 Min: 15.36 / Avg: 50.14 / Max: 51.79 Min: 8.49 / Avg: 35.35 / Max: 37 Min: 9.4 / Avg: 37.71 / Max: 39.34 Min: 7.77 / Avg: 24.7 / Max: 25.46 Min: 6.79 / Avg: 19.72 / Max: 20.8 Min: 5.85 / Avg: 17.16 / Max: 17.64
Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: Points2Image OpenBenchmarking.org Test Cases Per Minute Per Watt, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: Points2Image TITAN RTX GTX 1660 SUPER RTX 2080 Ti RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 400 800 1200 1600 2000 519.29 852.82 565.26 890.67 1464.69 673.59 652.06 592.45 846.24 813.18 1192.50 1500.92 1698.89
Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor TITAN RTX GTX 1660 SUPER RTX 2080 Ti RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 11 22 33 44 55 Min: 42 / Avg: 43.01 / Max: 44 Min: 44 / Avg: 51.04 / Max: 55 Min: 42 / Avg: 43.1 / Max: 44 Min: 40 / Avg: 41.66 / Max: 43 Min: 38 / Avg: 39.09 / Max: 40 Min: 37 / Avg: 38.95 / Max: 40 Min: 39 / Avg: 40.33 / Max: 41 Min: 51 / Avg: 52.03 / Max: 53 Min: 41 / Avg: 42.73 / Max: 44 Min: 38 / Avg: 40.31 / Max: 42 Min: 37 / Avg: 38.95 / Max: 40 Min: 37 / Avg: 38.32 / Max: 40 Min: 36 / Avg: 38.22 / Max: 40
Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER RTX 2080 Ti RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 15 30 45 60 75 Min: 24.53 / Avg: 58.9 / Max: 81.22 Min: 11.36 / Avg: 38.73 / Max: 56.22 Min: 7.33 / Avg: 50.62 / Max: 70.46 Min: 9.72 / Avg: 40.67 / Max: 63.49 Min: 6.61 / Avg: 24.12 / Max: 40.91 Min: 14.62 / Avg: 47.92 / Max: 73.26 Min: 9.19 / Avg: 47.72 / Max: 74.98 Min: 15 / Avg: 52.81 / Max: 78.61 Min: 9.06 / Avg: 40.64 / Max: 63.16 Min: 9.45 / Avg: 43.88 / Max: 68.44 Min: 7.8 / Avg: 28.26 / Max: 44.65 Min: 6.84 / Avg: 22.41 / Max: 34.09 Min: 5.89 / Avg: 20.77 / Max: 33.46
Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: NDT Mapping OpenBenchmarking.org Test Cases Per Minute Per Watt, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: NDT Mapping TITAN RTX GTX 1660 SUPER RTX 2080 Ti RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 6 12 18 24 30 10.03 14.54 11.99 14.03 22.17 12.30 12.57 11.35 14.26 13.11 19.72 24.66 24.89
Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 11 22 33 44 55 Min: 41 / Avg: 44.62 / Max: 47 Min: 38 / Avg: 39.52 / Max: 40 Min: 34 / Avg: 35.73 / Max: 37 Min: 46 / Avg: 51.54 / Max: 56 Min: 44 / Avg: 45.91 / Max: 47 Min: 42 / Avg: 45.77 / Max: 48 Min: 43 / Avg: 46.51 / Max: 48 Min: 55 / Avg: 56.85 / Max: 58 Min: 41 / Avg: 44.89 / Max: 47 Min: 35 / Avg: 39.07 / Max: 41 Min: 39 / Avg: 42.99 / Max: 45 Min: 37 / Avg: 39.36 / Max: 41 Min: 37 / Avg: 39.94 / Max: 41 Min: 39 / Avg: 41.64 / Max: 43 Min: 48 / Avg: 52.51 / Max: 55 Min: 39 / Avg: 42.79 / Max: 45 Min: 37 / Avg: 41.46 / Max: 44 Min: 35 / Avg: 39.26 / Max: 41 Min: 35 / Avg: 38.37 / Max: 40 Min: 34 / Avg: 38.1 / Max: 40 Min: 54 / Avg: 56.25 / Max: 58 Min: 33 / Avg: 38.15 / Max: 40 Min: 47 / Avg: 49.11 / Max: 50 Min: 48 / Avg: 49.82 / Max: 51
Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 20 40 60 80 100 Min: 24.61 / Avg: 84.17 / Max: 99.41 Min: 15.5 / Avg: 35.67 / Max: 44.63 Min: 11.38 / Avg: 43.44 / Max: 53.21 Min: 15.58 / Avg: 37.28 / Max: 46.3 Min: 7.96 / Avg: 45.64 / Max: 59.14 Min: 7.39 / Avg: 48.54 / Max: 61.78 Min: 16.39 / Avg: 53.83 / Max: 70.38 Min: 6.42 / Avg: 75.55 / Max: 90.64 Min: 6.24 / Avg: 35.26 / Max: 51.06 Min: 9.78 / Avg: 50.6 / Max: 61.94 Min: 6.57 / Avg: 28.16 / Max: 35.13 Min: 14.75 / Avg: 58.39 / Max: 68.93 Min: 9.17 / Avg: 58.88 / Max: 70.45 Min: 14.82 / Avg: 63.94 / Max: 76.84 Min: 8.37 / Avg: 47.64 / Max: 61.1 Min: 9.51 / Avg: 53.26 / Max: 65.51 Min: 7.88 / Avg: 32.56 / Max: 40.26 Min: 6.83 / Avg: 26.16 / Max: 33.31 Min: 5.9 / Avg: 23.3 / Max: 29.89 Min: 17.44 / Avg: 55.93 / Max: 73.66 Min: 8.56 / Avg: 21.2 / Max: 27 Min: 8.85 / Avg: 21.24 / Max: 27.38
Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: Euclidean Cluster OpenBenchmarking.org Test Cases Per Minute Per Watt, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: Euclidean Cluster TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 14 28 42 56 70 17.04 27.45 33.75 27.34 26.98 25.10 18.15 19.02 35.54 29.02 51.74 24.73 24.60 22.54 30.71 27.70 45.00 55.51 60.75 17.10 46.35 46.14
Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 12 24 36 48 60 Min: 42 / Avg: 43.8 / Max: 45 Min: 39 / Avg: 39.98 / Max: 40 Min: 37 / Avg: 38.23 / Max: 41 Min: 45 / Avg: 51.43 / Max: 55 Min: 48 / Avg: 49.59 / Max: 54 Min: 44 / Avg: 46.05 / Max: 51 Min: 46 / Avg: 47.06 / Max: 51 Min: 58 / Avg: 59.28 / Max: 62 Min: 43 / Avg: 44.85 / Max: 47 Min: 37 / Avg: 38.62 / Max: 43 Min: 40 / Avg: 42.11 / Max: 45 Min: 38 / Avg: 40.24 / Max: 43 Min: 39 / Avg: 40.5 / Max: 43 Min: 40 / Avg: 42.14 / Max: 44 Min: 49 / Avg: 50.72 / Max: 51 Min: 40 / Avg: 41.41 / Max: 44 Min: 39 / Avg: 41.11 / Max: 43 Min: 37 / Avg: 38.36 / Max: 40 Min: 37 / Avg: 38.54 / Max: 42 Min: 36 / Avg: 37.45 / Max: 40 Min: 58 / Avg: 58.82 / Max: 63 Min: 36 / Avg: 36.96 / Max: 40 Min: 51 / Avg: 53.02 / Max: 57 Min: 52 / Avg: 53.83 / Max: 57
Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 15 30 45 60 75 Min: 24.75 / Avg: 56.77 / Max: 59.49 Min: 44.52 / Avg: 44.74 / Max: 46.49 Min: 11.73 / Avg: 34.27 / Max: 37.07 Min: 44.26 / Avg: 46.64 / Max: 49.26 Min: 30.6 / Avg: 35.09 / Max: 47.47 Min: 33.04 / Avg: 38.95 / Max: 41.44 Min: 69 / Avg: 70.16 / Max: 71.96 Min: 7.05 / Avg: 51.21 / Max: 53.04 Min: 23.82 / Avg: 26.86 / Max: 34.45 Min: 9.73 / Avg: 35.1 / Max: 36.54 Min: 6.69 / Avg: 20.14 / Max: 20.7 Min: 14.8 / Avg: 45.39 / Max: 46.89 Min: 9.09 / Avg: 46.47 / Max: 48.83 Min: 15.38 / Avg: 50.19 / Max: 51.73 Min: 8.58 / Avg: 35.39 / Max: 36.87 Min: 9.49 / Avg: 38.53 / Max: 40.26 Min: 8.13 / Avg: 24.86 / Max: 25.43 Min: 6.82 / Avg: 20.03 / Max: 21.14 Min: 5.82 / Avg: 17.12 / Max: 17.74 Min: 71.89 / Avg: 73.76 / Max: 78.36 Min: 25.18 / Avg: 26.83 / Max: 28.33 Min: 10.86 / Avg: 26.79 / Max: 27.29
Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: Points2Image OpenBenchmarking.org Test Cases Per Minute Per Watt, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: Points2Image TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 150 300 450 600 750 220.84 256.73 406.63 251.61 371.80 337.43 168.61 254.74 438.08 381.74 608.49 288.09 279.18 263.58 381.45 349.75 547.30 678.41 712.69 155.89 438.84 439.07
Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 13 26 39 52 65 Min: 47 / Avg: 48.3 / Max: 50 Min: 40 / Avg: 41.16 / Max: 42 Min: 41 / Avg: 43.57 / Max: 46 Min: 47 / Avg: 51.21 / Max: 57 Min: 55 / Avg: 57.08 / Max: 60 Min: 50 / Avg: 53.07 / Max: 56 Min: 51 / Avg: 53.76 / Max: 57 Min: 62 / Avg: 62.86 / Max: 64 Min: 49 / Avg: 51.08 / Max: 54 Min: 42 / Avg: 44 / Max: 47 Min: 46 / Avg: 47.83 / Max: 50 Min: 45 / Avg: 46.5 / Max: 49 Min: 44 / Avg: 46.47 / Max: 49 Min: 45 / Avg: 47.83 / Max: 51 Min: 53 / Avg: 54.09 / Max: 56 Min: 44 / Avg: 46.55 / Max: 49 Min: 45 / Avg: 47.12 / Max: 50 Min: 40 / Avg: 41.4 / Max: 43 Min: 43 / Avg: 44.77 / Max: 47 Min: 41 / Avg: 43.79 / Max: 46 Min: 62 / Avg: 63.02 / Max: 64 Min: 41 / Avg: 43.24 / Max: 46 Min: 56 / Avg: 58.62 / Max: 61 Min: 57 / Avg: 62.18 / Max: 65
Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 20 40 60 80 100 Min: 25.75 / Avg: 62.23 / Max: 95 Min: 43.88 / Avg: 56.26 / Max: 72.18 Min: 11.65 / Avg: 41.1 / Max: 70.35 Min: 44.55 / Avg: 62.99 / Max: 77.86 Min: 31.42 / Avg: 47.11 / Max: 92.11 Min: 35.25 / Avg: 48.48 / Max: 108.89 Min: 69.18 / Avg: 86.35 / Max: 105.98 Min: 8.56 / Avg: 55.21 / Max: 92 Min: 26.82 / Avg: 34.33 / Max: 73.99 Min: 9.74 / Avg: 43.76 / Max: 77.44 Min: 6.87 / Avg: 26.73 / Max: 50.13 Min: 14.81 / Avg: 53.76 / Max: 85.28 Min: 9.5 / Avg: 51.88 / Max: 87.71 Min: 15.93 / Avg: 54.74 / Max: 87.62 Min: 8.8 / Avg: 44.06 / Max: 79.08 Min: 9.82 / Avg: 48.58 / Max: 82.11 Min: 7.78 / Avg: 31.25 / Max: 57.05 Min: 6.91 / Avg: 24.92 / Max: 47.2 Min: 6.28 / Avg: 24.13 / Max: 44.28 Min: 73.34 / Avg: 92.3 / Max: 110.16 Min: 25.57 / Avg: 41.95 / Max: 69.08 Min: 11.04 / Avg: 43.32 / Max: 65.88
Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: NDT Mapping OpenBenchmarking.org Test Cases Per Minute Per Watt, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: NDT Mapping TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 3 6 9 12 15 5.52 5.77 7.81 5.29 7.33 7.18 3.93 6.35 9.71 7.59 11.74 6.30 6.63 6.25 7.70 6.96 10.30 12.63 11.90 3.68 7.35 6.79
Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 14 28 42 56 70 Min: 51 / Avg: 53.75 / Max: 56 Min: 43 / Avg: 45.71 / Max: 49 Min: 47 / Avg: 50.89 / Max: 54 Min: 43 / Avg: 48.41 / Max: 54 Min: 62 / Avg: 64.45 / Max: 68 Min: 57 / Avg: 61.94 / Max: 67 Min: 59 / Avg: 63.45 / Max: 71 Min: 65 / Avg: 67.3 / Max: 70 Min: 56 / Avg: 61.06 / Max: 66 Min: 49 / Avg: 52.26 / Max: 57 Min: 50 / Avg: 54.48 / Max: 58 Min: 50 / Avg: 53.32 / Max: 57 Min: 50 / Avg: 55.1 / Max: 59 Min: 52 / Avg: 56.43 / Max: 61 Min: 58 / Avg: 62.67 / Max: 68 Min: 51 / Avg: 56.25 / Max: 62 Min: 51 / Avg: 55.34 / Max: 59 Min: 42 / Avg: 46.52 / Max: 50 Min: 50 / Avg: 54.26 / Max: 59 Min: 47 / Avg: 51.81 / Max: 55 Min: 65 / Avg: 66.93 / Max: 70 Min: 45 / Avg: 49.5 / Max: 52 Min: 53 / Avg: 57.48 / Max: 59 Min: 47 / Avg: 58.26 / Max: 63
Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 20 40 60 80 100 Min: 27.16 / Avg: 78.7 / Max: 111.99 Min: 44.26 / Avg: 65.07 / Max: 78.42 Min: 11.43 / Avg: 42.37 / Max: 57.5 Min: 45.62 / Avg: 74.06 / Max: 87.06 Min: 32.1 / Avg: 54.68 / Max: 72.41 Min: 35.98 / Avg: 59.08 / Max: 83.22 Min: 69.37 / Avg: 94.74 / Max: 107.03 Min: 10.33 / Avg: 71.62 / Max: 104.75 Min: 24.98 / Avg: 41.43 / Max: 58.11 Min: 9.9 / Avg: 48.73 / Max: 68.47 Min: 7.06 / Avg: 29.51 / Max: 40.46 Min: 15.39 / Avg: 58.04 / Max: 79.53 Min: 9.83 / Avg: 57.57 / Max: 78.56 Min: 17.35 / Avg: 66.07 / Max: 88.79 Min: 10.59 / Avg: 49.91 / Max: 70.71 Min: 9.82 / Avg: 53.17 / Max: 74.23 Min: 8.25 / Avg: 34.16 / Max: 47.91 Min: 7.21 / Avg: 28.09 / Max: 38.6 Min: 6.66 / Avg: 25.65 / Max: 34.35 Min: 74 / Avg: 99.84 / Max: 110.9 Min: 25.48 / Avg: 46.67 / Max: 60.32 Min: 10.56 / Avg: 44.82 / Max: 55.55
Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: Euclidean Cluster OpenBenchmarking.org Test Cases Per Minute Per Watt, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: Euclidean Cluster TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 20 40 60 80 100 28.96 29.64 51.35 26.69 41.02 39.70 20.15 31.67 50.12 46.44 72.63 39.01 40.41 33.99 46.27 43.76 65.09 77.43 77.34 19.56 38.10 35.51
LeelaChessZero GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LeelaChessZero 0.26 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 16 32 48 64 80 Min: 51 / Avg: 73.94 / Max: 77 Min: 42 / Avg: 54.96 / Max: 57 Min: 43 / Avg: 67.9 / Max: 71 Min: 44 / Avg: 66.63 / Max: 68 Min: 66 / Avg: 79.26 / Max: 80 Min: 62 / Avg: 76.77 / Max: 78 Min: 64 / Avg: 81.05 / Max: 83 Min: 70 / Avg: 81.97 / Max: 84 Min: 52 / Avg: 75.77 / Max: 78 Min: 55 / Avg: 67.85 / Max: 69 Min: 52 / Avg: 71.03 / Max: 73 Min: 54 / Avg: 64.93 / Max: 66 Min: 49 / Avg: 68.78 / Max: 71 Min: 50 / Avg: 70.11 / Max: 73 Min: 62 / Avg: 81.37 / Max: 83 Min: 55 / Avg: 73.93 / Max: 75 Min: 51 / Avg: 71.87 / Max: 74 Min: 47 / Avg: 64.77 / Max: 66 Min: 57 / Avg: 72.92 / Max: 74 Min: 51 / Avg: 66.26 / Max: 67 Min: 70 / Avg: 82.6 / Max: 84 Min: 46 / Avg: 63.41 / Max: 64 Min: 52 / Avg: 69.1 / Max: 71 Min: 51 / Avg: 71.74 / Max: 74
LeelaChessZero GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LeelaChessZero 0.26 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 50 100 150 200 250 Min: 29.44 / Avg: 243.07 / Max: 285.71 Min: 44.63 / Avg: 149.76 / Max: 166.9 Min: 13.18 / Avg: 119.43 / Max: 127.66 Min: 46.2 / Avg: 164.7 / Max: 179.3 Min: 32.1 / Avg: 141.88 / Max: 158.33 Min: 38.49 / Avg: 171.42 / Max: 192.49 Min: 71.99 / Avg: 211.88 / Max: 234.37 Min: 8.08 / Avg: 242.19 / Max: 270.23 Min: 24.89 / Avg: 110.21 / Max: 121.15 Min: 9.98 / Avg: 150.69 / Max: 164.05 Min: 7.1 / Avg: 90.06 / Max: 97.22 Min: 16.33 / Avg: 184.55 / Max: 211.14 Min: 9.63 / Avg: 194.07 / Max: 228.85 Min: 16.75 / Avg: 195.31 / Max: 219.29 Min: 10.41 / Avg: 164.33 / Max: 179.55 Min: 10.41 / Avg: 165.45 / Max: 177.84 Min: 8.23 / Avg: 117.51 / Max: 127.83 Min: 7.22 / Avg: 94.49 / Max: 103.26 Min: 6.78 / Avg: 65.42 / Max: 69.66 Min: 74.81 / Avg: 232.11 / Max: 252.29 Min: 25.28 / Avg: 103.8 / Max: 108.55 Min: 10.84 / Avg: 90.73 / Max: 96.46
LeelaChessZero Backend: OpenCL OpenBenchmarking.org Nodes Per Second Per Watt, More Is Better LeelaChessZero 0.26 Backend: OpenCL TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 20 40 60 80 100 92.25 34.48 61.68 38.04 68.72 73.86 39.09 90.17 53.83 68.29 57.19 79.82 90.18 79.06 74.92 74.56 65.81 62.39 47.40 39.06 23.41 21.85
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 16 32 48 64 80 Min: 54 / Avg: 62.14 / Max: 67 Min: 43 / Avg: 51.93 / Max: 58 Min: 45 / Avg: 64.64 / Max: 74 Min: 43 / Avg: 59.36 / Max: 67 Min: 56 / Avg: 72.16 / Max: 80 Min: 56 / Avg: 64.97 / Max: 72 Min: 57 / Avg: 66.59 / Max: 75 Min: 63 / Avg: 77.59 / Max: 85 Min: 47 / Avg: 54.32 / Max: 63 Min: 49 / Avg: 60.79 / Max: 67 Min: 47 / Avg: 59.02 / Max: 67 Min: 50 / Avg: 58.65 / Max: 64 Min: 44 / Avg: 53.59 / Max: 62 Min: 45 / Avg: 53.96 / Max: 63 Min: 55 / Avg: 65.9 / Max: 76 Min: 49 / Avg: 59.5 / Max: 68 Min: 46 / Avg: 57.89 / Max: 67 Min: 43 / Avg: 57.42 / Max: 65 Min: 49 / Avg: 65.06 / Max: 76 Min: 46 / Avg: 60.14 / Max: 67 Min: 62 / Avg: 76.87 / Max: 85 Min: 43 / Avg: 58.43 / Max: 63 Min: 50 / Avg: 53.18 / Max: 55 Min: 52 / Avg: 54.35 / Max: 62
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 50 100 150 200 250 Min: 27.72 / Avg: 196.43 / Max: 282.33 Min: 18.19 / Avg: 136.28 / Max: 174.42 Min: 11.49 / Avg: 93.74 / Max: 128.01 Min: 15.96 / Avg: 130.54 / Max: 192.38 Min: 10.43 / Avg: 104.2 / Max: 151 Min: 10.86 / Avg: 122.33 / Max: 196.24 Min: 19.24 / Avg: 182.92 / Max: 252.57 Min: 7.28 / Avg: 140.12 / Max: 260.24 Min: 24.11 / Avg: 93.11 / Max: 126.71 Min: 9.9 / Avg: 109.89 / Max: 165.3 Min: 7.05 / Avg: 72.49 / Max: 98.92 Min: 15.03 / Avg: 135.78 / Max: 217.58 Min: 9.4 / Avg: 142.64 / Max: 248.16 Min: 15.8 / Avg: 134.18 / Max: 219.76 Min: 8.6 / Avg: 118.17 / Max: 180.92 Min: 10.07 / Avg: 118.35 / Max: 180.97 Min: 7.98 / Avg: 90.94 / Max: 132.74 Min: 7 / Avg: 83.3 / Max: 122.32 Min: 6.43 / Avg: 54.8 / Max: 69.45 Min: 19.55 / Avg: 184.27 / Max: 257.78 Min: 8.83 / Avg: 33.94 / Max: 55.97 Min: 28.35 / Avg: 32.64 / Max: 40.42
PlaidML FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 7M 14M 21M 28M 35M 1.00 0.38 0.73 0.43 0.76 0.85 0.39 1.34 0.61 0.81 0.85 0.91 1.02 0.97 0.88 0.86 0.81 0.81 0.77 0.41 29463474.95 30637406.30
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 950 16 32 48 64 80 Min: 49 / Avg: 57.43 / Max: 64 Min: 41 / Avg: 48.92 / Max: 56 Min: 42 / Avg: 61.25 / Max: 72 Min: 42 / Avg: 57.92 / Max: 67 Min: 54 / Avg: 69.36 / Max: 80 Min: 54 / Avg: 62.28 / Max: 70 Min: 54 / Avg: 62.87 / Max: 72 Min: 64 / Avg: 76.62 / Max: 85 Min: 45 / Avg: 50.86 / Max: 59 Min: 45 / Avg: 57.03 / Max: 65 Min: 43 / Avg: 54.88 / Max: 65 Min: 47 / Avg: 55.43 / Max: 62 Min: 41 / Avg: 49.58 / Max: 59 Min: 41 / Avg: 49.48 / Max: 59 Min: 52 / Avg: 62.25 / Max: 74 Min: 45 / Avg: 55.02 / Max: 65 Min: 43 / Avg: 53.72 / Max: 64 Min: 40 / Avg: 54.46 / Max: 64 Min: 44 / Avg: 59.01 / Max: 71 Min: 43 / Avg: 57.18 / Max: 65 Min: 62 / Avg: 75.14 / Max: 85 Min: 43 / Avg: 57.14 / Max: 62 Min: 48 / Avg: 52.61 / Max: 56
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 950 50 100 150 200 250 Min: 25.24 / Avg: 182.33 / Max: 287.74 Min: 15.58 / Avg: 130.86 / Max: 176.52 Min: 11.35 / Avg: 87.8 / Max: 128.34 Min: 15.86 / Avg: 126.99 / Max: 185.38 Min: 30.84 / Avg: 98.8 / Max: 148.45 Min: 33.28 / Avg: 115.7 / Max: 191.3 Min: 21.17 / Avg: 179.64 / Max: 250.39 Min: 7.68 / Avg: 129 / Max: 273.84 Min: 23.63 / Avg: 89.32 / Max: 128.04 Min: 9.82 / Avg: 102.42 / Max: 164.41 Min: 6.69 / Avg: 68.26 / Max: 99.24 Min: 14.76 / Avg: 125.21 / Max: 210.07 Min: 9.15 / Avg: 128.63 / Max: 236.84 Min: 15.82 / Avg: 125.4 / Max: 212.49 Min: 8.37 / Avg: 107.21 / Max: 179.85 Min: 9.95 / Avg: 111.25 / Max: 177.65 Min: 8.19 / Avg: 86.57 / Max: 129.99 Min: 6.89 / Avg: 75.36 / Max: 116 Min: 6.22 / Avg: 52.84 / Max: 70.94 Min: 19.54 / Avg: 178.15 / Max: 253.52 Min: 8.74 / Avg: 32.52 / Max: 61.23
PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 950 7M 14M 21M 28M 35M 1.36 0.49 0.99 0.57 1.01 1.14 0.51 1.84 0.80 1.10 1.14 1.24 1.43 1.31 1.23 1.16 1.07 1.13 1.01 0.55 30746190.20
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 14 28 42 56 70 Min: 51 / Avg: 53.47 / Max: 56 Min: 43 / Avg: 45.07 / Max: 47 Min: 46 / Avg: 54.04 / Max: 59 Min: 43 / Avg: 51.52 / Max: 57 Min: 60 / Avg: 66.7 / Max: 71 Min: 55 / Avg: 59.63 / Max: 63 Min: 56 / Avg: 59.11 / Max: 62 Min: 65 / Avg: 70.14 / Max: 74 Min: 47 / Avg: 50.16 / Max: 53 Min: 48 / Avg: 52.93 / Max: 56 Min: 47 / Avg: 50.95 / Max: 55 Min: 50 / Avg: 52.73 / Max: 55 Min: 43 / Avg: 46.77 / Max: 49 Min: 44 / Avg: 46.93 / Max: 49 Min: 58 / Avg: 60.73 / Max: 63 Min: 50 / Avg: 53.33 / Max: 56 Min: 46 / Avg: 50.76 / Max: 54 Min: 44 / Avg: 49.12 / Max: 52 Min: 49 / Avg: 53.32 / Max: 56 Min: 47 / Avg: 53.79 / Max: 58 Min: 66 / Avg: 70.32 / Max: 74 Min: 45 / Avg: 54.69 / Max: 60 Min: 55 / Avg: 65.03 / Max: 71 Min: 50 / Avg: 66.77 / Max: 73
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 30 60 90 120 150 Min: 25.76 / Avg: 98.8 / Max: 176.19 Min: 44.26 / Avg: 96.68 / Max: 130.31 Min: 11.5 / Avg: 58.25 / Max: 91.15 Min: 45.23 / Avg: 104.99 / Max: 148.25 Min: 36.16 / Avg: 82.25 / Max: 155.43 Min: 35.4 / Avg: 80.4 / Max: 160.01 Min: 70.07 / Avg: 127.83 / Max: 177.92 Min: 7.96 / Avg: 92.65 / Max: 172.43 Min: 24.51 / Avg: 65.27 / Max: 103.19 Min: 9.89 / Avg: 68.07 / Max: 115.61 Min: 6.81 / Avg: 45.61 / Max: 70.76 Min: 14.73 / Avg: 77.52 / Max: 120.59 Min: 9.31 / Avg: 78.65 / Max: 123.51 Min: 16.11 / Avg: 88.43 / Max: 134.68 Min: 9.94 / Avg: 71.27 / Max: 114.73 Min: 9.85 / Avg: 72.9 / Max: 120.67 Min: 8.3 / Avg: 53.76 / Max: 85.43 Min: 6.95 / Avg: 43.66 / Max: 68.27 Min: 6.53 / Avg: 41.35 / Max: 58.89 Min: 73.9 / Avg: 133.17 / Max: 182.51 Min: 25.57 / Avg: 72.43 / Max: 102.95 Min: 10.66 / Avg: 67.01 / Max: 90.45
PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 2 4 6 8 10 7.85 2.10 5.13 2.18 3.83 4.96 2.10 8.14 3.48 5.73 5.90 6.45 7.48 6.16 6.24 6.01 5.82 6.63 4.87 2.21 1.98 1.66
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 15 30 45 60 75 Min: 50 / Avg: 53.57 / Max: 60 Min: 41 / Avg: 44.33 / Max: 48 Min: 42 / Avg: 51.79 / Max: 59 Min: 43 / Avg: 51.23 / Max: 61 Min: 56 / Avg: 64.44 / Max: 71 Min: 51 / Avg: 55.31 / Max: 61 Min: 51 / Avg: 57.61 / Max: 63 Min: 57 / Avg: 64.76 / Max: 73 Min: 45 / Avg: 48.38 / Max: 55 Min: 44 / Avg: 51.53 / Max: 58 Min: 44 / Avg: 49.7 / Max: 58 Min: 48 / Avg: 52.67 / Max: 56 Min: 42 / Avg: 47.79 / Max: 52 Min: 43 / Avg: 48 / Max: 52 Min: 57 / Avg: 62.63 / Max: 67 Min: 49 / Avg: 54.73 / Max: 60 Min: 45 / Avg: 51.65 / Max: 58 Min: 44 / Avg: 50.73 / Max: 55 Min: 48 / Avg: 54.65 / Max: 59 Min: 46 / Avg: 54.77 / Max: 59 Min: 61 / Avg: 69.07 / Max: 77 Min: 41 / Avg: 52.26 / Max: 60 Min: 51 / Avg: 59.77 / Max: 68 Min: 50 / Avg: 66.5 / Max: 71
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 40 80 120 160 200 Min: 26.74 / Avg: 107.42 / Max: 218.66 Min: 44.26 / Avg: 91.05 / Max: 129.52 Min: 11.41 / Avg: 59.29 / Max: 109.55 Min: 46.1 / Avg: 99.8 / Max: 146.5 Min: 33.12 / Avg: 66.54 / Max: 135.5 Min: 35.29 / Avg: 80.29 / Max: 151.39 Min: 16.39 / Avg: 95.98 / Max: 176.88 Min: 7.18 / Avg: 97.64 / Max: 203.73 Min: 25.45 / Avg: 61.56 / Max: 104.99 Min: 9.96 / Avg: 71.86 / Max: 128.42 Min: 6.77 / Avg: 55.77 / Max: 75.88 Min: 14.66 / Avg: 101.94 / Max: 153.35 Min: 9.28 / Avg: 98.38 / Max: 149.26 Min: 17.06 / Avg: 107.86 / Max: 161.23 Min: 9.41 / Avg: 95.27 / Max: 148.67 Min: 10.08 / Avg: 94.98 / Max: 148.4 Min: 8.16 / Avg: 66.74 / Max: 95.39 Min: 6.93 / Avg: 55.27 / Max: 77.2 Min: 6.57 / Avg: 47.69 / Max: 62.44 Min: 73.76 / Avg: 130.75 / Max: 189.31 Min: 25.95 / Avg: 55.7 / Max: 94.78 Min: 10.66 / Avg: 68.85 / Max: 84.94
PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 0.4883 0.9766 1.4649 1.9532 2.4415 2.12 0.81 1.70 0.82 1.63 1.40 1.04 2.17 1.29 1.74 1.31 1.47 1.62 1.41 1.55 1.55 1.48 1.58 1.24 0.81 0.82 0.61
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 15 30 45 60 75 Min: 51 / Avg: 55.45 / Max: 62 Min: 41 / Avg: 45.01 / Max: 50 Min: 42 / Avg: 55.41 / Max: 65 Min: 43 / Avg: 54.2 / Max: 62 Min: 56 / Avg: 66.95 / Max: 75 Min: 52 / Avg: 58.42 / Max: 65 Min: 53 / Avg: 59.08 / Max: 67 Min: 64 / Avg: 72.37 / Max: 80 Min: 43 / Avg: 46.5 / Max: 54 Min: 44 / Avg: 53.34 / Max: 61 Min: 42 / Avg: 49.63 / Max: 59 Min: 44 / Avg: 50.11 / Max: 55 Min: 39 / Avg: 46.11 / Max: 52 Min: 39 / Avg: 46.19 / Max: 52 Min: 52 / Avg: 61.07 / Max: 69 Min: 44 / Avg: 52.1 / Max: 60 Min: 41 / Avg: 50.07 / Max: 58 Min: 41 / Avg: 50.93 / Max: 58 Min: 43 / Avg: 52.66 / Max: 60 Min: 42 / Avg: 53.58 / Max: 60 Min: 64 / Avg: 72.21 / Max: 80 Min: 42 / Avg: 54.11 / Max: 60 Min: 54 / Avg: 65.72 / Max: 73
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 50 100 150 200 250 Min: 26.88 / Avg: 124.61 / Max: 260.61 Min: 44.44 / Avg: 111.95 / Max: 154.49 Min: 11.51 / Avg: 73.7 / Max: 123.62 Min: 45.91 / Avg: 121.85 / Max: 174.77 Min: 34.28 / Avg: 87.32 / Max: 150.45 Min: 37.81 / Avg: 96.82 / Max: 185.51 Min: 70.93 / Avg: 144.97 / Max: 205.4 Min: 6.44 / Avg: 94.72 / Max: 227.5 Min: 26.52 / Avg: 76.09 / Max: 117.72 Min: 9.85 / Avg: 84.02 / Max: 142.41 Min: 6.85 / Avg: 59.27 / Max: 88.81 Min: 17.81 / Avg: 108.47 / Max: 168.24 Min: 9.47 / Avg: 107.76 / Max: 184.11 Min: 15.87 / Avg: 116.52 / Max: 187.13 Min: 8.79 / Avg: 96.98 / Max: 153.22 Min: 9.76 / Avg: 99.03 / Max: 154.82 Min: 8.49 / Avg: 73.08 / Max: 115.42 Min: 6.9 / Avg: 59.44 / Max: 90.55 Min: 6.27 / Avg: 49.28 / Max: 67.04 Min: 74.4 / Avg: 156 / Max: 219.73 Min: 25.57 / Avg: 84.88 / Max: 116.73
PlaidML FP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCL TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 0.8393 1.6786 2.5179 3.3572 4.1965 2.86 0.87 1.84 0.90 1.74 1.96 0.95 3.73 1.43 2.06 1.95 2.04 2.47 2.09 2.09 2.06 1.96 2.03 1.64 0.95 2.52
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 14 28 42 56 70 Min: 55 / Avg: 58.62 / Max: 63 Min: 41 / Avg: 42.8 / Max: 45 Min: 43 / Avg: 48.09 / Max: 54 Min: 42 / Avg: 49.72 / Max: 59 Min: 58 / Avg: 61.76 / Max: 66 Min: 54 / Avg: 56.11 / Max: 58 Min: 55 / Avg: 56.37 / Max: 58 Min: 67 / Avg: 69.24 / Max: 72 Min: 44 / Avg: 45.91 / Max: 49 Min: 45 / Avg: 48.37 / Max: 52 Min: 43 / Avg: 45.98 / Max: 51 Min: 44 / Avg: 46.4 / Max: 49 Min: 40 / Avg: 42.73 / Max: 47 Min: 40 / Avg: 42.43 / Max: 46 Min: 54 / Avg: 55.91 / Max: 59 Min: 46 / Avg: 48.28 / Max: 52 Min: 43 / Avg: 45.65 / Max: 50 Min: 42 / Avg: 45.85 / Max: 50 Min: 44 / Avg: 47.11 / Max: 51 Min: 43 / Avg: 47.88 / Max: 53 Min: 64 / Avg: 67.24 / Max: 71 Min: 43 / Avg: 49.98 / Max: 57 Min: 52 / Avg: 60.65 / Max: 67 Min: 48 / Avg: 60.71 / Max: 69
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 40 80 120 160 200 Min: 32.24 / Avg: 87.61 / Max: 201.38 Min: 43.96 / Avg: 80.85 / Max: 132.2 Min: 11.35 / Avg: 53.31 / Max: 107.06 Min: 44.94 / Avg: 88.58 / Max: 148.09 Min: 36.19 / Avg: 66.66 / Max: 133.9 Min: 35.3 / Avg: 71.8 / Max: 130.83 Min: 71.34 / Avg: 114.86 / Max: 179.91 Min: 7.96 / Avg: 74.76 / Max: 183.39 Min: 23.62 / Avg: 52.3 / Max: 100.05 Min: 9.8 / Avg: 56.43 / Max: 120.67 Min: 6.51 / Avg: 39.72 / Max: 74.35 Min: 14.88 / Avg: 66.89 / Max: 143.43 Min: 9.28 / Avg: 65.37 / Max: 139.25 Min: 15.73 / Avg: 75.18 / Max: 145.8 Min: 8.77 / Avg: 59.8 / Max: 132.88 Min: 10.43 / Avg: 60.79 / Max: 139.03 Min: 8.36 / Avg: 45.12 / Max: 91.44 Min: 6.92 / Avg: 36.98 / Max: 74.69 Min: 6.33 / Avg: 34.39 / Max: 60.91 Min: 74.57 / Avg: 119.34 / Max: 192.7 Min: 25.76 / Avg: 60.1 / Max: 95.86 Min: 10.66 / Avg: 55.55 / Max: 87.44
PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 7 14 21 28 35 29.05 8.87 20.26 9.15 15.79 16.07 8.96 32.19 14.83 22.78 18.63 25.60 27.78 22.97 26.35 26.08 23.03 23.22 16.68 9.27 7.22 7.35
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti 14 28 42 56 70 Min: 36 / Avg: 42.24 / Max: 49 Min: 39 / Avg: 42.1 / Max: 45 Min: 40 / Avg: 47.16 / Max: 52 Min: 42 / Avg: 51.43 / Max: 57 Min: 53 / Avg: 59.61 / Max: 65 Min: 49 / Avg: 54.4 / Max: 58 Min: 52 / Avg: 55.19 / Max: 59 Min: 65 / Avg: 68.95 / Max: 72 Min: 39 / Avg: 43.93 / Max: 50 Min: 41 / Avg: 47.1 / Max: 52 Min: 38 / Avg: 44.63 / Max: 51 Min: 38 / Avg: 44.26 / Max: 49 Min: 36 / Avg: 42.39 / Max: 47 Min: 36 / Avg: 41.87 / Max: 46 Min: 45 / Avg: 53.21 / Max: 60 Min: 39 / Avg: 46.52 / Max: 53 Min: 38 / Avg: 45.63 / Max: 52 Min: 37 / Avg: 45.59 / Max: 52 Min: 36 / Avg: 44.36 / Max: 51 Min: 36 / Avg: 46.06 / Max: 52 Min: 51 / Avg: 61.84 / Max: 72 Min: 41 / Avg: 48.8 / Max: 54
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X 30 60 90 120 150 Min: 24.13 / Avg: 93.33 / Max: 165.41 Min: 43.86 / Avg: 79.97 / Max: 103.08 Min: 11.36 / Avg: 62.38 / Max: 93.26 Min: 46.46 / Avg: 88.78 / Max: 114.99 Min: 31.67 / Avg: 70.87 / Max: 115.12 Min: 35.3 / Avg: 74.03 / Max: 118.52 Min: 70.27 / Avg: 115.28 / Max: 143.05 Min: 6.49 / Avg: 94.19 / Max: 158.84 Min: 23.24 / Avg: 53.7 / Max: 85.91 Min: 9.68 / Avg: 66.44 / Max: 105.07 Min: 6.55 / Avg: 46.45 / Max: 64.99 Min: 14.56 / Avg: 87.18 / Max: 128.88 Min: 8.97 / Avg: 85.01 / Max: 124.21 Min: 15.5 / Avg: 88.31 / Max: 129.77 Min: 8.77 / Avg: 77 / Max: 117.42 Min: 10.02 / Avg: 82.91 / Max: 123.91 Min: 7.49 / Avg: 57.4 / Max: 84.31 Min: 6.78 / Avg: 46.02 / Max: 67.2 Min: 5.96 / Avg: 39.67 / Max: 54.51 Min: 16.88 / Avg: 88.52 / Max: 151.05
PlaidML FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X 0.4793 0.9586 1.4379 1.9172 2.3965 2.13 0.92 1.79 0.91 1.46 1.35 0.77 1.99 1.56 1.89 1.66 1.77 1.87 1.75 1.99 1.87 1.88 2.13 1.65 1.05
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 13 26 39 52 65 Min: 37 / Avg: 38.85 / Max: 40 Min: 38 / Avg: 40.14 / Max: 42 Min: 41 / Avg: 44.84 / Max: 51 Min: 44 / Avg: 50.7 / Max: 60 Min: 51 / Avg: 54.67 / Max: 60 Min: 48 / Avg: 50.39 / Max: 54 Min: 48 / Avg: 50.85 / Max: 54 Min: 61 / Avg: 63.43 / Max: 68 Min: 39 / Avg: 40.58 / Max: 42 Min: 41 / Avg: 44.06 / Max: 48 Min: 36 / Avg: 40.22 / Max: 45 Min: 37 / Avg: 39.75 / Max: 43 Min: 35 / Avg: 38.57 / Max: 43 Min: 35 / Avg: 38.05 / Max: 41 Min: 43 / Avg: 46.69 / Max: 51 Min: 36 / Avg: 40.76 / Max: 45 Min: 36 / Avg: 40.64 / Max: 46 Min: 35 / Avg: 39.81 / Max: 45 Min: 34 / Avg: 38.2 / Max: 43 Min: 33 / Avg: 39.25 / Max: 45 Min: 62 / Avg: 65.43 / Max: 69 Min: 39 / Avg: 44.91 / Max: 52 Min: 49 / Avg: 56.63 / Max: 66 Min: 45 / Avg: 57.86 / Max: 68
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 30 60 90 120 150 Min: 24.23 / Avg: 56.34 / Max: 82.22 Min: 43.79 / Avg: 74.07 / Max: 114.2 Min: 11.63 / Avg: 48.41 / Max: 90.62 Min: 44.36 / Avg: 77.57 / Max: 126.76 Min: 30.84 / Avg: 60.68 / Max: 114.51 Min: 34.81 / Avg: 63.05 / Max: 122.89 Min: 70.14 / Avg: 97.38 / Max: 150.67 Min: 6.74 / Avg: 49.84 / Max: 77.61 Min: 23.93 / Avg: 46.11 / Max: 92.68 Min: 9.61 / Avg: 47.77 / Max: 96.5 Min: 6.93 / Avg: 32.82 / Max: 62.88 Min: 14.68 / Avg: 58.46 / Max: 113.02 Min: 9.13 / Avg: 54.85 / Max: 109.02 Min: 16.01 / Avg: 58.8 / Max: 114.53 Min: 8.39 / Avg: 48.73 / Max: 100.29 Min: 9.83 / Avg: 53.18 / Max: 107.25 Min: 7.56 / Avg: 38.35 / Max: 75.53 Min: 6.77 / Avg: 30.56 / Max: 59.99 Min: 5.82 / Avg: 30.64 / Max: 54.32 Min: 73.89 / Avg: 111.6 / Max: 162.3 Min: 25.57 / Avg: 54.14 / Max: 92.97 Min: 10.55 / Avg: 51.25 / Max: 84.79
PlaidML FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 12 24 36 48 60 50.71 12.30 28.52 13.58 22.95 26.42 13.25 55.22 21.41 36.00 32.92 39.12 44.35 39.49 40.97 37.84 37.22 39.25 26.58 12.27 11.25 9.92
FinanceBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better FinanceBench 2016-06-06 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 12 24 36 48 60 Min: 40 / Avg: 41.53 / Max: 44 Min: 39 / Avg: 39.08 / Max: 40 Min: 38 / Avg: 40.25 / Max: 41 Min: 46 / Avg: 50.08 / Max: 55 Min: 49 / Avg: 51.2 / Max: 53 Min: 45 / Avg: 46.95 / Max: 48 Min: 44 / Avg: 46.77 / Max: 48 Min: 57 / Avg: 59.51 / Max: 61 Min: 40 / Avg: 41.32 / Max: 44 Min: 39 / Avg: 41.26 / Max: 43 Min: 37 / Avg: 38.1 / Max: 41 Min: 38 / Avg: 38.51 / Max: 40 Min: 36 / Avg: 37.02 / Max: 40 Min: 36 / Avg: 36.8 / Max: 40 Min: 44 / Avg: 44.92 / Max: 48 Min: 37 / Avg: 37.87 / Max: 41 Min: 37 / Avg: 38.15 / Max: 42 Min: 36 / Avg: 36.97 / Max: 40 Min: 35 / Avg: 35.73 / Max: 38 Min: 33 / Avg: 34.88 / Max: 38 Min: 57 / Avg: 60.02 / Max: 62 Min: 37 / Avg: 39.65 / Max: 42 Min: 48 / Avg: 50.24 / Max: 52 Min: 46 / Avg: 48.28 / Max: 51
FinanceBench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better FinanceBench 2016-06-06 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 30 60 90 120 150 Min: 24.56 / Avg: 46.77 / Max: 123.75 Min: 43.49 / Avg: 55.39 / Max: 78.12 Min: 11.34 / Avg: 28.76 / Max: 79.87 Min: 18.68 / Avg: 58.61 / Max: 83.96 Min: 29.92 / Avg: 47.64 / Max: 77.86 Min: 32.71 / Avg: 51.52 / Max: 78.69 Min: 20.5 / Avg: 83.22 / Max: 125.44 Min: 6.48 / Avg: 39.06 / Max: 161.21 Min: 23.25 / Avg: 35.32 / Max: 58.2 Min: 9.61 / Avg: 29.96 / Max: 95.6 Min: 6.59 / Avg: 19.08 / Max: 51.66 Min: 14.52 / Avg: 37.01 / Max: 127.22 Min: 8.9 / Avg: 31.74 / Max: 121.18 Min: 15.39 / Avg: 38.8 / Max: 123.55 Min: 8.14 / Avg: 27.93 / Max: 112.91 Min: 9.76 / Avg: 29.47 / Max: 118.99 Min: 7.53 / Avg: 20.68 / Max: 67.39 Min: 6.72 / Avg: 14.81 / Max: 52.86 Min: 5.83 / Avg: 15.7 / Max: 43.82 Min: 22.44 / Avg: 91.23 / Max: 138.55 Min: 10.48 / Avg: 21.82 / Max: 27.58 Min: 8.56 / Avg: 17.67 / Max: 26.83
FinanceBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better FinanceBench 2016-06-06 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 13 26 39 52 65 Min: 41 / Avg: 42.67 / Max: 44 Min: 39 / Avg: 39.94 / Max: 41 Min: 39 / Avg: 39.35 / Max: 40 Min: 45 / Avg: 46.81 / Max: 49 Min: 50 / Avg: 51.97 / Max: 54 Min: 43 / Avg: 48.67 / Max: 50 Min: 46 / Avg: 47.39 / Max: 50 Min: 59 / Avg: 61.76 / Max: 66 Min: 42 / Avg: 43.96 / Max: 46 Min: 40 / Avg: 42.76 / Max: 46 Min: 37 / Avg: 38.7 / Max: 41 Min: 39 / Avg: 39.86 / Max: 41 Min: 37 / Avg: 38.3 / Max: 40 Min: 37 / Avg: 38.31 / Max: 40 Min: 45 / Avg: 46.84 / Max: 49 Min: 38 / Avg: 39.74 / Max: 42 Min: 38 / Avg: 39.66 / Max: 42 Min: 36 / Avg: 37.83 / Max: 39 Min: 36 / Avg: 37.72 / Max: 40 Min: 34 / Avg: 35.36 / Max: 37 Min: 58 / Avg: 60.14 / Max: 63 Min: 38 / Avg: 40.3 / Max: 43 Min: 52 / Avg: 53.6 / Max: 55 Min: 50 / Avg: 52.52 / Max: 57
FinanceBench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better FinanceBench 2016-06-06 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 16 32 48 64 80 Min: 24.7 / Avg: 38.84 / Max: 59.62 Min: 43.88 / Avg: 46.25 / Max: 48.4 Min: 11.38 / Avg: 21.68 / Max: 35 Min: 44.36 / Avg: 47.75 / Max: 49.96 Min: 30.74 / Avg: 38.09 / Max: 44.91 Min: 34.48 / Avg: 37.96 / Max: 41.35 Min: 69.22 / Avg: 77.38 / Max: 86.25 Min: 6.58 / Avg: 29.78 / Max: 53.12 Min: 24.02 / Avg: 28.54 / Max: 34.93 Min: 9.59 / Avg: 21.32 / Max: 35.76 Min: 6.65 / Avg: 13.23 / Max: 20.93 Min: 14.56 / Avg: 28.59 / Max: 46.88 Min: 9 / Avg: 29.32 / Max: 48.16 Min: 15.36 / Avg: 31.49 / Max: 51.96 Min: 8.3 / Avg: 20.71 / Max: 37.14 Min: 9.85 / Avg: 24.96 / Max: 41.32 Min: 7.58 / Avg: 14.8 / Max: 25.66 Min: 6.77 / Avg: 12.6 / Max: 20.59 Min: 5.79 / Avg: 10.62 / Max: 17.61 Min: 73.14 / Avg: 77.07 / Max: 78.94 Min: 26.23 / Avg: 31.11 / Max: 39.27 Min: 10.57 / Avg: 23.48 / Max: 38.35
FinanceBench Benchmark: Black-Scholes OpenCL OpenBenchmarking.org ms, Fewer Is Better FinanceBench 2016-06-06 Benchmark: Black-Scholes OpenCL TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 7 14 21 28 35 SE +/- 0.001983, N = 15 SE +/- 0.003359, N = 15 SE +/- 0.003094, N = 15 SE +/- 0.001295, N = 14 SE +/- 0.022523, N = 15 SE +/- 0.209293, N = 15 SE +/- 0.003290, N = 15 SE +/- 0.156028, N = 15 SE +/- 0.001717, N = 14 SE +/- 0.317433, N = 15 SE +/- 0.000959, N = 14 SE +/- 0.001228, N = 14 SE +/- 0.014259, N = 15 SE +/- 0.003249, N = 15 SE +/- 0.001547, N = 14 SE +/- 0.001589, N = 14 SE +/- 0.015324, N = 15 SE +/- 0.001932, N = 14 SE +/- 0.001244, N = 14 SE +/- 0.002491, N = 14 SE +/- 0.004731, N = 14 SE +/- 0.748737, N = 15 SE +/- 0.303704, N = 15 SE +/- 0.453232, N = 15 5.701000 7.298000 14.196000 15.271000 12.101000 8.968000 6.981000 9.596000 6.020000 13.340000 12.555000 16.577785 8.263000 6.811000 7.657000 10.254000 10.498000 14.385000 15.259000 24.145285 9.323000 24.362200 19.513200 27.818867 1. (CXX) g++ options: -O3 -lOpenCL
NeatBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better NeatBench 5 GPU Temperature Monitor TITAN RTX GTX 970 GTX 980 GTX 1070 GTX 1080 RTX 2060 RTX 2080 RTX 2070 GTX 1660 GTX 1650 GTX 960 GTX 950 12 24 36 48 60 Min: 46 / Avg: 48.36 / Max: 51 Min: 43 / Avg: 44.66 / Max: 47 Min: 57 / Avg: 59.02 / Max: 62 Min: 50 / Avg: 51.91 / Max: 53 Min: 53 / Avg: 54.76 / Max: 58 Min: 41 / Avg: 42.05 / Max: 43 Min: 50 / Avg: 51.93 / Max: 54 Min: 43 / Avg: 44.89 / Max: 47 Min: 40 / Avg: 41.41 / Max: 44 Min: 37 / Avg: 38.37 / Max: 42 Min: 51 / Avg: 53.84 / Max: 58 Min: 47 / Avg: 53.89 / Max: 63
NeatBench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better NeatBench 5 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 980 GTX 1070 GTX 1080 RTX 2060 RTX 2080 RTX 2070 GTX 1660 GTX 1650 GTX 960 GTX 950 20 40 60 80 100 Min: 25.46 / Avg: 60.11 / Max: 97.89 Min: 43.97 / Avg: 58.4 / Max: 97.17 Min: 45.04 / Avg: 65.52 / Max: 125.61 Min: 31.33 / Avg: 48.36 / Max: 115.14 Min: 35.3 / Avg: 53.8 / Max: 126.52 Min: 9.68 / Avg: 36.15 / Max: 70.16 Min: 16.13 / Avg: 47.35 / Max: 77.25 Min: 8.77 / Avg: 33.68 / Max: 64.54 Min: 6.77 / Avg: 20.09 / Max: 57.18 Min: 5.87 / Avg: 18.88 / Max: 56.64 Min: 25.37 / Avg: 41.35 / Max: 81.47 Min: 10.76 / Avg: 39.7 / Max: 80.14
NeatBench Acceleration: GPU OpenBenchmarking.org FPS Per Watt, More Is Better NeatBench 5 Acceleration: GPU TITAN RTX GTX 970 GTX 980 GTX 1070 GTX 1080 RTX 2060 RTX 2080 RTX 2070 GTX 1660 GTX 1650 GTX 960 GTX 950 0.2385 0.477 0.7155 0.954 1.1925 0.80 0.26 0.26 0.44 0.46 0.78 0.81 1.06 0.93 0.68 0.23 0.24
clpeak GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better clpeak GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 16 32 48 64 80 Min: 51 / Avg: 53.8 / Max: 59 Min: 40 / Avg: 45.6 / Max: 51 Min: 42 / Avg: 50.88 / Max: 61 Min: 44 / Avg: 49.84 / Max: 61 Min: 57 / Avg: 65.57 / Max: 72 Min: 50 / Avg: 53.94 / Max: 59 Min: 53 / Avg: 58.72 / Max: 63 Min: 66 / Avg: 73.28 / Max: 79 Min: 50 / Avg: 52.72 / Max: 58 Min: 43 / Avg: 49.61 / Max: 55 Min: 43 / Avg: 45.35 / Max: 52 Min: 43 / Avg: 44.9 / Max: 49 Min: 41 / Avg: 44.64 / Max: 52 Min: 42 / Avg: 44.25 / Max: 52 Min: 56 / Avg: 58.28 / Max: 63 Min: 47 / Avg: 50.13 / Max: 55 Min: 44 / Avg: 47.95 / Max: 54 Min: 41 / Avg: 44.38 / Max: 52 Min: 43 / Avg: 45.32 / Max: 52 Min: 38 / Avg: 40.86 / Max: 49 Min: 66 / Avg: 72.52 / Max: 78 Min: 40 / Avg: 49.65 / Max: 64 Min: 55 / Avg: 64.23 / Max: 74 Min: 50 / Avg: 62.41 / Max: 82
clpeak GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 50 100 150 200 250 Min: 26.07 / Avg: 104.56 / Max: 286.49 Min: 44.26 / Avg: 94.73 / Max: 174.42 Min: 11.31 / Avg: 44.1 / Max: 128.36 Min: 44.74 / Avg: 116.93 / Max: 183.29 Min: 30.97 / Avg: 66.06 / Max: 137.9 Min: 35.4 / Avg: 92.2 / Max: 182.88 Min: 69.22 / Avg: 150.96 / Max: 249.82 Min: 7.45 / Avg: 90.75 / Max: 256.14 Min: 24.11 / Avg: 61.24 / Max: 122.79 Min: 9.69 / Avg: 46.48 / Max: 162.89 Min: 6.64 / Avg: 30.31 / Max: 98.17 Min: 15.16 / Avg: 68.39 / Max: 215.86 Min: 9.15 / Avg: 65.65 / Max: 248.15 Min: 15.97 / Avg: 71.5 / Max: 219.93 Min: 8.66 / Avg: 58.78 / Max: 177.55 Min: 9.91 / Avg: 63.1 / Max: 178.71 Min: 7.93 / Avg: 36.64 / Max: 122.25 Min: 6.8 / Avg: 30 / Max: 103.08 Min: 5.86 / Avg: 20.92 / Max: 68.73 Min: 75.05 / Avg: 154.12 / Max: 249.46 Min: 25.66 / Avg: 79.35 / Max: 143.77 Min: 10.66 / Avg: 57.82 / Max: 109.21
clpeak OpenCL Test: Integer Compute INT OpenBenchmarking.org GIOPS Per Watt, More Is Better clpeak OpenCL Test: Integer Compute INT TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 30 60 90 120 150 131.83 12.09 97.06 11.17 25.67 26.36 10.68 150.19 20.82 115.24 136.19 124.06 156.39 127.85 121.36 109.84 129.22 144.64 126.24 11.41 9.96 10.27
clpeak GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better clpeak GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 14 28 42 56 70 Min: 46 / Avg: 55.06 / Max: 59 Min: 39 / Avg: 42.21 / Max: 44 Min: 42 / Avg: 47.54 / Max: 50 Min: 45 / Avg: 51.82 / Max: 56 Min: 56 / Avg: 61.46 / Max: 64 Min: 50 / Avg: 53.28 / Max: 56 Min: 52 / Avg: 55.73 / Max: 59 Min: 65 / Avg: 69.66 / Max: 72 Min: 45 / Avg: 54.02 / Max: 58 Min: 44 / Avg: 46.02 / Max: 48 Min: 40 / Avg: 47.44 / Max: 50 Min: 41 / Avg: 45.04 / Max: 47 Min: 39 / Avg: 45.22 / Max: 47 Min: 39 / Avg: 44.83 / Max: 47 Min: 49 / Avg: 58.62 / Max: 64 Min: 42 / Avg: 50.54 / Max: 54 Min: 41 / Avg: 49.2 / Max: 52 Min: 38 / Avg: 45.23 / Max: 48 Min: 40 / Avg: 45.24 / Max: 48 Min: 36 / Avg: 42.02 / Max: 44 Min: 65 / Avg: 70.26 / Max: 73 Min: 41 / Avg: 45.47 / Max: 47 Min: 59 / Avg: 63.91 / Max: 65 Min: 56 / Avg: 64.55 / Max: 67
clpeak GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 30 60 90 120 150 Min: 25.14 / Avg: 137.68 / Max: 152.18 Min: 43.97 / Avg: 76.45 / Max: 83.14 Min: 11.51 / Avg: 56.17 / Max: 64.43 Min: 44.75 / Avg: 89.73 / Max: 96.18 Min: 31.08 / Avg: 65.01 / Max: 74.02 Min: 35.4 / Avg: 78.46 / Max: 87.16 Min: 69.51 / Avg: 117.71 / Max: 125.8 Min: 7.74 / Avg: 124.66 / Max: 137.37 Min: 24.22 / Avg: 47.58 / Max: 52.52 Min: 9.77 / Avg: 66.93 / Max: 76.73 Min: 6.69 / Avg: 39.04 / Max: 42.31 Min: 14.8 / Avg: 83.1 / Max: 90.69 Min: 9.08 / Avg: 87.4 / Max: 96.43 Min: 15.41 / Avg: 94.68 / Max: 108.82 Min: 8.98 / Avg: 71.77 / Max: 78.52 Min: 10.24 / Avg: 78.6 / Max: 85.65 Min: 8.02 / Avg: 45.57 / Max: 50.18 Min: 6.88 / Avg: 37.38 / Max: 40.82 Min: 5.89 / Avg: 29.14 / Max: 32.44 Min: 74.08 / Avg: 124.1 / Max: 132.77 Min: 27 / Avg: 52.39 / Max: 56.16 Min: 10.94 / Avg: 47.84 / Max: 53.44
clpeak OpenCL Test: Double-Precision Double OpenBenchmarking.org GFLOPS Per Watt, More Is Better clpeak OpenCL Test: Double-Precision Double TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 1.0148 2.0296 3.0444 4.0592 5.074 3.98 1.80 3.07 1.78 3.44 3.80 1.68 4.19 3.17 3.47 4.05 3.72 4.31 3.65 3.73 3.33 4.05 4.51 3.75 1.77 1.76 1.46
clpeak GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better clpeak GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 13 26 39 52 65 Min: 47 / Avg: 49.86 / Max: 55 Min: 40 / Avg: 40.9 / Max: 43 Min: 42 / Avg: 43.68 / Max: 49 Min: 44 / Avg: 50.88 / Max: 59 Min: 54 / Avg: 56.65 / Max: 61 Min: 50 / Avg: 51.35 / Max: 54 Min: 50 / Avg: 51.89 / Max: 54 Min: 62 / Avg: 64.64 / Max: 67 Min: 46 / Avg: 49.5 / Max: 54 Min: 43 / Avg: 44.68 / Max: 46 Min: 42 / Avg: 44.09 / Max: 49 Min: 42 / Avg: 43.37 / Max: 46 Min: 40 / Avg: 42.42 / Max: 47 Min: 40 / Avg: 41.69 / Max: 46 Min: 49 / Avg: 51.93 / Max: 56 Min: 42 / Avg: 45.28 / Max: 49 Min: 42 / Avg: 44.89 / Max: 50 Min: 39 / Avg: 41.4 / Max: 46 Min: 41 / Avg: 43.05 / Max: 47 Min: 37 / Avg: 39.51 / Max: 45 Min: 65 / Avg: 66.09 / Max: 69 Min: 40 / Avg: 42.77 / Max: 49 Min: 54 / Avg: 58.82 / Max: 65 Min: 53 / Avg: 60.08 / Max: 69
clpeak GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 40 80 120 160 200 Min: 25.37 / Avg: 91.58 / Max: 238.89 Min: 43.88 / Avg: 62.3 / Max: 110.68 Min: 11.55 / Avg: 37.01 / Max: 87.25 Min: 44.46 / Avg: 73.9 / Max: 130.16 Min: 31.27 / Avg: 49.62 / Max: 104.99 Min: 34.74 / Avg: 58.25 / Max: 128.43 Min: 69.23 / Avg: 97.54 / Max: 163.18 Min: 7.42 / Avg: 79.9 / Max: 222.45 Min: 24.22 / Avg: 37.98 / Max: 72.74 Min: 9.69 / Avg: 38.53 / Max: 112.04 Min: 6.73 / Avg: 24.94 / Max: 64.76 Min: 14.82 / Avg: 55 / Max: 139.79 Min: 9.13 / Avg: 51.96 / Max: 154.62 Min: 15.74 / Avg: 57.78 / Max: 153.32 Min: 8.97 / Avg: 51.44 / Max: 121 Min: 9.79 / Avg: 52.96 / Max: 127.22 Min: 7.77 / Avg: 27.66 / Max: 77.07 Min: 6.77 / Avg: 23.12 / Max: 65.88 Min: 5.83 / Avg: 17.68 / Max: 48.63 Min: 73.61 / Avg: 103.4 / Max: 173.43 Min: 25.39 / Avg: 43.35 / Max: 78.13 Min: 10.76 / Avg: 38.87 / Max: 66.5
clpeak OpenCL Test: Single-Precision Float OpenBenchmarking.org GFLOPS Per Watt, More Is Better clpeak OpenCL Test: Single-Precision Float TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 40 80 120 160 200 154.83 62.20 119.96 60.52 122.80 141.08 56.52 169.42 108.23 140.61 165.34 155.29 197.54 158.55 141.26 132.83 172.74 196.49 151.21 59.20 60.09 50.81
clpeak GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better clpeak GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 13 26 39 52 65 Min: 49 / Avg: 50.95 / Max: 55 Min: 41 / Avg: 41.44 / Max: 42 Min: 41 / Avg: 43.25 / Max: 45 Min: 44 / Avg: 51.16 / Max: 60 Min: 56 / Avg: 57.33 / Max: 60 Min: 52 / Avg: 53.45 / Max: 55 Min: 52 / Avg: 52.55 / Max: 53 Min: 61 / Avg: 63.08 / Max: 65 Min: 49 / Avg: 51.02 / Max: 55 Min: 44 / Avg: 46.18 / Max: 48 Min: 44 / Avg: 46.48 / Max: 50 Min: 43 / Avg: 45.17 / Max: 47 Min: 42 / Avg: 43.98 / Max: 48 Min: 41 / Avg: 43.52 / Max: 48 Min: 52 / Avg: 53.51 / Max: 57 Min: 44 / Avg: 46.51 / Max: 51 Min: 44 / Avg: 45.95 / Max: 50 Min: 40 / Avg: 42.47 / Max: 46 Min: 43 / Avg: 45.17 / Max: 48 Min: 39 / Avg: 41.72 / Max: 46 Min: 61 / Avg: 63.91 / Max: 67 Min: 42 / Avg: 44.19 / Max: 46 Min: 54 / Avg: 56 / Max: 58 Min: 53 / Avg: 58.42 / Max: 62
clpeak GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 40 80 120 160 200 Min: 26.18 / Avg: 77.48 / Max: 220.21 Min: 43.97 / Avg: 61.98 / Max: 96 Min: 11.71 / Avg: 42.96 / Max: 108.2 Min: 44.85 / Avg: 69.05 / Max: 109.81 Min: 33.24 / Avg: 57.83 / Max: 93.93 Min: 34.9 / Avg: 62.12 / Max: 105.28 Min: 69.04 / Avg: 100.57 / Max: 161.89 Min: 8.04 / Avg: 81.32 / Max: 221.57 Min: 24.21 / Avg: 43.45 / Max: 69.63 Min: 9.76 / Avg: 46.29 / Max: 113.61 Min: 6.73 / Avg: 26.03 / Max: 65.39 Min: 14.77 / Avg: 56.41 / Max: 155.24 Min: 9.06 / Avg: 54.2 / Max: 148.63 Min: 16.08 / Avg: 56.53 / Max: 146.62 Min: 9.21 / Avg: 46.8 / Max: 141.86 Min: 9.89 / Avg: 51.14 / Max: 150.47 Min: 7.9 / Avg: 34.8 / Max: 91.2 Min: 6.82 / Avg: 28.33 / Max: 64.09 Min: 5.94 / Avg: 21.03 / Max: 49.94 Min: 72.66 / Avg: 115.96 / Max: 169.56 Min: 26.72 / Avg: 42.27 / Max: 63.07 Min: 11.72 / Avg: 42.12 / Max: 64.29
clpeak OpenCL Test: Global Memory Bandwidth OpenBenchmarking.org GBPS Per Watt, More Is Better clpeak OpenCL Test: Global Memory Bandwidth TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 2 4 6 8 10 6.85 2.33 6.43 2.39 3.41 3.59 2.63 6.23 3.40 5.98 6.03 6.55 7.49 6.53 7.89 7.21 6.75 5.58 5.01 2.13 1.95 2.14
ArrayFire GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better ArrayFire 3.7 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 14 28 42 56 70 Min: 53 / Avg: 55.85 / Max: 60 Min: 42 / Avg: 43.29 / Max: 45 Min: 45 / Avg: 47.64 / Max: 51 Min: 43 / Avg: 50.39 / Max: 58 Min: 58 / Avg: 62.29 / Max: 66 Min: 54 / Avg: 56.91 / Max: 59 Min: 56 / Avg: 58.69 / Max: 62 Min: 65 / Avg: 68.04 / Max: 72 Min: 53 / Avg: 55.13 / Max: 59 Min: 48 / Avg: 50.14 / Max: 54 Min: 47 / Avg: 50.34 / Max: 54 Min: 46 / Avg: 48.09 / Max: 50 Min: 45 / Avg: 47.64 / Max: 51 Min: 45 / Avg: 47.25 / Max: 50 Min: 56 / Avg: 59.59 / Max: 64 Min: 49 / Avg: 51.79 / Max: 56 Min: 47 / Avg: 50.28 / Max: 54 Min: 42 / Avg: 45.47 / Max: 49 Min: 46 / Avg: 48.45 / Max: 52 Min: 42 / Avg: 45.54 / Max: 50 Min: 65 / Avg: 68.16 / Max: 72 Min: 43 / Avg: 46.56 / Max: 51 Min: 53 / Avg: 56.39 / Max: 60 Min: 51 / Avg: 57.41 / Max: 64
ArrayFire GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better ArrayFire 3.7 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 30 60 90 120 150 Min: 28.35 / Avg: 94.15 / Max: 182.06 Min: 44.07 / Avg: 70.13 / Max: 111.84 Min: 12.96 / Avg: 51.78 / Max: 99.21 Min: 45.13 / Avg: 79.99 / Max: 125.42 Min: 31.75 / Avg: 63.05 / Max: 106.44 Min: 35.88 / Avg: 71.08 / Max: 114.34 Min: 69.99 / Avg: 106.37 / Max: 154.68 Min: 9.06 / Avg: 86.68 / Max: 181.59 Min: 24.41 / Avg: 48.03 / Max: 83.69 Min: 9.91 / Avg: 54.1 / Max: 103.84 Min: 6.77 / Avg: 32.81 / Max: 65.03 Min: 14.98 / Avg: 70.4 / Max: 136.14 Min: 9.43 / Avg: 66.35 / Max: 129.31 Min: 16.9 / Avg: 76.69 / Max: 135 Min: 9.57 / Avg: 60.23 / Max: 123.44 Min: 10.31 / Avg: 65.56 / Max: 133.6 Min: 8.35 / Avg: 41.34 / Max: 82.92 Min: 6.89 / Avg: 30.36 / Max: 60.65 Min: 6.12 / Avg: 26.47 / Max: 51.86 Min: 74.47 / Avg: 113.09 / Max: 160.53 Min: 25.48 / Avg: 48.37 / Max: 79 Min: 11.52 / Avg: 47.66 / Max: 79.99
ArrayFire GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better ArrayFire 3.7 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 15 30 45 60 75 Min: 47 / Avg: 59.36 / Max: 67 Min: 39 / Avg: 45.5 / Max: 50 Min: 39 / Avg: 53.58 / Max: 61 Min: 48 / Avg: 57.72 / Max: 62 Min: 51 / Avg: 64.28 / Max: 73 Min: 47 / Avg: 57.3 / Max: 64 Min: 47 / Avg: 59.51 / Max: 67 Min: 60 / Avg: 71.63 / Max: 79 Min: 46 / Avg: 58.03 / Max: 65 Min: 41 / Avg: 51.23 / Max: 58 Min: 43 / Avg: 54.71 / Max: 61 Min: 43 / Avg: 49.75 / Max: 54 Min: 41 / Avg: 50.42 / Max: 56 Min: 40 / Avg: 50.13 / Max: 56 Min: 52 / Avg: 64.83 / Max: 72 Min: 43 / Avg: 54.74 / Max: 62 Min: 42 / Avg: 54.41 / Max: 61 Min: 40 / Avg: 51.06 / Max: 57 Min: 40 / Avg: 51.11 / Max: 58 Min: 38 / Avg: 49.78 / Max: 56 Min: 60 / Avg: 72.52 / Max: 80 Min: 38 / Avg: 50.53 / Max: 56 Min: 53 / Avg: 65.58 / Max: 70 Min: 52 / Avg: 66.96 / Max: 73
ArrayFire GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better ArrayFire 3.7 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 50 100 150 200 250 Min: 25.28 / Avg: 198.01 / Max: 278.02 Min: 43.78 / Avg: 116.71 / Max: 150.09 Min: 12.35 / Avg: 84.75 / Max: 108.52 Min: 44.36 / Avg: 132.4 / Max: 175.21 Min: 31.01 / Avg: 96.16 / Max: 143.15 Min: 34.56 / Avg: 119.09 / Max: 169.63 Min: 70.07 / Avg: 158.45 / Max: 207.51 Min: 8.24 / Avg: 185.97 / Max: 264.3 Min: 24.01 / Avg: 77.41 / Max: 102.38 Min: 9.78 / Avg: 102.48 / Max: 136.85 Min: 6.77 / Avg: 61.46 / Max: 80.37 Min: 15.02 / Avg: 127.33 / Max: 173.59 Min: 9.29 / Avg: 137.32 / Max: 188.58 Min: 15.82 / Avg: 140.77 / Max: 191.1 Min: 9.02 / Avg: 110.13 / Max: 155.62 Min: 9.89 / Avg: 116.2 / Max: 159.29 Min: 8.16 / Avg: 77.08 / Max: 102.45 Min: 6.84 / Avg: 60 / Max: 82.23 Min: 5.86 / Avg: 48.18 / Max: 61.53 Min: 72.38 / Avg: 171.56 / Max: 228.77 Min: 25.47 / Avg: 79.63 / Max: 100.47 Min: 10.76 / Avg: 70.38 / Max: 86.87
ArrayFire Test: BLAS OpenCL OpenBenchmarking.org GFLOPS Per Watt, More Is Better ArrayFire 3.7 Test: BLAS OpenCL TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 10 20 30 40 50 25.46 21.06 20.83 21.34 30.22 42.76 15.39 26.01 36.90 22.65 26.16 23.93 26.75 23.86 24.34 22.56 24.36 28.54 23.42 21.56 16.36 14.49
Rodinia GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Rodinia 3.1 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 14 28 42 56 70 Min: 49 / Avg: 51.81 / Max: 52 Min: 40 / Avg: 40.3 / Max: 41 Min: 41 / Avg: 43.29 / Max: 47 Min: 43 / Avg: 51.19 / Max: 56 Min: 54 / Avg: 56.12 / Max: 61 Min: 50 / Avg: 52.69 / Max: 58 Min: 50 / Avg: 52.55 / Max: 58 Min: 61 / Avg: 63.5 / Max: 69 Min: 48 / Avg: 50.92 / Max: 52 Min: 43 / Avg: 45.03 / Max: 49 Min: 45 / Avg: 47.85 / Max: 49 Min: 44 / Avg: 46.24 / Max: 47 Min: 43 / Avg: 45.5 / Max: 46 Min: 42 / Avg: 44.12 / Max: 45 Min: 54 / Avg: 56.6 / Max: 58 Min: 45 / Avg: 47.78 / Max: 48 Min: 44 / Avg: 47.14 / Max: 48 Min: 41 / Avg: 43.78 / Max: 44 Min: 42 / Avg: 44.46 / Max: 45 Min: 39 / Avg: 42.15 / Max: 43 Min: 61 / Avg: 63.75 / Max: 70 Min: 40 / Avg: 43.24 / Max: 46 Min: 52 / Avg: 54.9 / Max: 58 Min: 50 / Avg: 56.37 / Max: 60
Rodinia GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Rodinia 3.1 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 20 40 60 80 100 Min: 25.7 / Avg: 91.87 / Max: 97.82 Min: 45.71 / Avg: 56.68 / Max: 57.46 Min: 11.3 / Avg: 46.02 / Max: 49.79 Min: 46.17 / Avg: 62.27 / Max: 64.02 Min: 31.08 / Avg: 47.31 / Max: 49.36 Min: 35.06 / Avg: 49.87 / Max: 52.33 Min: 70.45 / Avg: 87.6 / Max: 89.55 Min: 7.4 / Avg: 84.79 / Max: 92.09 Min: 24.12 / Avg: 34.46 / Max: 35.32 Min: 9.81 / Avg: 52.58 / Max: 55.93 Min: 6.84 / Avg: 29.1 / Max: 31.23 Min: 14.87 / Avg: 62.52 / Max: 66.64 Min: 9.04 / Avg: 62.71 / Max: 66.91 Min: 15.31 / Avg: 73.44 / Max: 78.6 Min: 9.13 / Avg: 51.98 / Max: 55.57 Min: 9.76 / Avg: 56.88 / Max: 60.86 Min: 7.98 / Avg: 35.43 / Max: 37.66 Min: 6.81 / Avg: 27.3 / Max: 29.61 Min: 5.95 / Avg: 22.95 / Max: 24.36 Min: 76.82 / Avg: 93.58 / Max: 94.86 Min: 26.34 / Avg: 37.62 / Max: 38.52 Min: 10.66 / Avg: 38.01 / Max: 39.49
Rodinia GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Rodinia 3.1 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 14 28 42 56 70 Min: 50 / Avg: 54.12 / Max: 57 Min: 39 / Avg: 43.62 / Max: 47 Min: 39 / Avg: 50.35 / Max: 57 Min: 45 / Avg: 52.09 / Max: 57 Min: 51 / Avg: 61.18 / Max: 67 Min: 48 / Avg: 57.03 / Max: 63 Min: 48 / Avg: 56.89 / Max: 64 Min: 59 / Avg: 67.93 / Max: 73 Min: 49 / Avg: 53.32 / Max: 56 Min: 41 / Avg: 49.31 / Max: 54 Min: 45 / Avg: 51 / Max: 54 Min: 46 / Avg: 49.22 / Max: 51 Min: 44 / Avg: 48.48 / Max: 51 Min: 43 / Avg: 46.43 / Max: 49 Min: 52 / Avg: 56.89 / Max: 61 Min: 44 / Avg: 49.31 / Max: 53 Min: 45 / Avg: 50.5 / Max: 54 Min: 39 / Avg: 45.78 / Max: 49 Min: 42 / Avg: 47.29 / Max: 50 Min: 39 / Avg: 45.53 / Max: 49 Min: 59 / Avg: 68.47 / Max: 75 Min: 39 / Avg: 51.26 / Max: 56 Min: 54 / Avg: 65.43 / Max: 70 Min: 53 / Avg: 66.84 / Max: 71
Rodinia GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Rodinia 3.1 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 30 60 90 120 150 Min: 26.4 / Avg: 111.08 / Max: 186.57 Min: 44.26 / Avg: 97.33 / Max: 124.38 Min: 11.43 / Avg: 58.56 / Max: 74.93 Min: 45.42 / Avg: 107.48 / Max: 144.02 Min: 30.92 / Avg: 87.67 / Max: 128.84 Min: 34.81 / Avg: 99.28 / Max: 152.91 Min: 68.56 / Avg: 126.47 / Max: 173.75 Min: 7.62 / Avg: 98.87 / Max: 172.87 Min: 23.92 / Avg: 66.75 / Max: 89.56 Min: 9.76 / Avg: 69.82 / Max: 94.07 Min: 6.86 / Avg: 42.32 / Max: 54.72 Min: 14.96 / Avg: 79.27 / Max: 114.15 Min: 9.15 / Avg: 78.46 / Max: 121.81 Min: 15.62 / Avg: 84.41 / Max: 124.36 Min: 8.55 / Avg: 66.6 / Max: 94.64 Min: 9.74 / Avg: 74.68 / Max: 103.3 Min: 7.97 / Avg: 48.45 / Max: 62.13 Min: 6.83 / Avg: 39.33 / Max: 50.42 Min: 6.06 / Avg: 34.28 / Max: 41.16 Min: 72.18 / Avg: 136.64 / Max: 185.98 Min: 25.47 / Avg: 71.64 / Max: 87.25 Min: 10.76 / Avg: 63.33 / Max: 73.69
Rodinia GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Rodinia 3.1 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 13 26 39 52 65 Min: 53 / Avg: 56.83 / Max: 60 Min: 40 / Avg: 40.95 / Max: 43 Min: 41 / Avg: 43.14 / Max: 45 Min: 43 / Avg: 50.99 / Max: 55 Min: 55 / Avg: 57.36 / Max: 62 Min: 51 / Avg: 52.92 / Max: 56 Min: 50 / Avg: 53.04 / Max: 57 Min: 61 / Avg: 63.04 / Max: 67 Min: 53 / Avg: 56.63 / Max: 60 Min: 43 / Avg: 44.94 / Max: 47 Min: 48 / Avg: 50.95 / Max: 53 Min: 48 / Avg: 50.91 / Max: 53 Min: 47 / Avg: 50.9 / Max: 54 Min: 46 / Avg: 49.01 / Max: 52 Min: 55 / Avg: 58.64 / Max: 62 Min: 47 / Avg: 50.76 / Max: 54 Min: 48 / Avg: 51.58 / Max: 54 Min: 41 / Avg: 44.25 / Max: 47 Min: 45 / Avg: 48.41 / Max: 52 Min: 42 / Avg: 45.23 / Max: 48 Min: 61 / Avg: 63.3 / Max: 67 Min: 41 / Avg: 43.52 / Max: 46 Min: 55 / Avg: 56.89 / Max: 58 Min: 52 / Avg: 58.76 / Max: 61
Rodinia GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Rodinia 3.1 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 20 40 60 80 100 Min: 28.39 / Avg: 95.63 / Max: 104.45 Min: 43.79 / Avg: 55.88 / Max: 56.78 Min: 11.41 / Avg: 43.61 / Max: 49.31 Min: 44.65 / Avg: 61.74 / Max: 64.12 Min: 31.07 / Avg: 46.93 / Max: 48.38 Min: 35.39 / Avg: 49.66 / Max: 52.44 Min: 68.73 / Avg: 86.48 / Max: 88.86 Min: 8.42 / Avg: 85.18 / Max: 93.01 Min: 24.4 / Avg: 33.92 / Max: 34.83 Min: 9.85 / Avg: 52.51 / Max: 56.78 Min: 6.68 / Avg: 28.82 / Max: 32.64 Min: 14.99 / Avg: 63.75 / Max: 68.18 Min: 9.2 / Avg: 63.31 / Max: 68.64 Min: 16.36 / Avg: 72.62 / Max: 80.45 Min: 9.59 / Avg: 52.05 / Max: 56.61 Min: 9.98 / Avg: 57.91 / Max: 63.03 Min: 8.09 / Avg: 34.82 / Max: 37.61 Min: 6.81 / Avg: 27 / Max: 30.78 Min: 6.2 / Avg: 22.98 / Max: 24.92 Min: 72.86 / Avg: 92.45 / Max: 94.96 Min: 25.57 / Avg: 37.56 / Max: 40.04 Min: 10.76 / Avg: 38.08 / Max: 39.97
LuxCoreRender OpenCL GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 15 30 45 60 75 Min: 56 / Avg: 66.77 / Max: 70 Min: 41 / Avg: 45.37 / Max: 47 Min: 42 / Avg: 51.41 / Max: 54 Min: 43 / Avg: 56.95 / Max: 60 Min: 60 / Avg: 67.08 / Max: 70 Min: 58 / Avg: 61.15 / Max: 63 Min: 53 / Avg: 60.67 / Max: 64 Min: 67 / Avg: 72.15 / Max: 75 Min: 55 / Avg: 66.31 / Max: 70 Min: 48 / Avg: 52.79 / Max: 55 Min: 50 / Avg: 59.77 / Max: 63 Min: 50 / Avg: 56.2 / Max: 59 Min: 51 / Avg: 59.52 / Max: 63 Min: 48 / Avg: 57.04 / Max: 60 Min: 57 / Avg: 70 / Max: 74 Min: 51 / Avg: 60.11 / Max: 64 Min: 52 / Avg: 61.53 / Max: 64 Min: 43 / Avg: 53.33 / Max: 56 Min: 49 / Avg: 57.98 / Max: 61 Min: 46 / Avg: 54.15 / Max: 57 Min: 67 / Avg: 73.3 / Max: 77 Min: 43 / Avg: 51.77 / Max: 54 Min: 54 / Avg: 63.68 / Max: 66 Min: 51 / Avg: 64.24 / Max: 67
LuxCoreRender OpenCL GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 40 80 120 160 200 Min: 29.15 / Avg: 184.38 / Max: 215.68 Min: 15.58 / Avg: 90.48 / Max: 102.4 Min: 11.39 / Avg: 83.39 / Max: 96.86 Min: 16.35 / Avg: 103.4 / Max: 117.54 Min: 31.41 / Avg: 83.19 / Max: 96.02 Min: 8.06 / Avg: 90.12 / Max: 106.33 Min: 69.98 / Avg: 132.95 / Max: 146.73 Min: 8.82 / Avg: 171.77 / Max: 204.48 Min: 8.17 / Avg: 58.96 / Max: 71.04 Min: 9.83 / Avg: 95.49 / Max: 112.99 Min: 6.84 / Avg: 56.54 / Max: 67.05 Min: 15.06 / Avg: 127.11 / Max: 149.45 Min: 9.22 / Avg: 126.41 / Max: 148.49 Min: 16.79 / Avg: 136.69 / Max: 160.16 Min: 8.82 / Avg: 101.18 / Max: 118.96 Min: 10.05 / Avg: 107.3 / Max: 127.48 Min: 8.27 / Avg: 72.78 / Max: 85.29 Min: 6.92 / Avg: 57.37 / Max: 67.67 Min: 6.24 / Avg: 44.99 / Max: 53.28 Min: 27.31 / Avg: 143.81 / Max: 159.29 Min: 8.74 / Avg: 59 / Max: 69.19 Min: 8.84 / Avg: 54.64 / Max: 65.95
LuxCoreRender OpenCL Scene: Food OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender OpenCL 2.3 Scene: Food TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 0.0045 0.009 0.0135 0.018 0.0225 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 0.01 0.01 0.02 0.01 0.01 0.01 0.01
LuxCoreRender OpenCL GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 14 28 42 56 70 Min: 61 / Avg: 65.44 / Max: 68 Min: 43 / Avg: 45.47 / Max: 46 Min: 45 / Avg: 51.41 / Max: 53 Min: 44 / Avg: 55.11 / Max: 58 Min: 62 / Avg: 67.14 / Max: 68 Min: 59 / Avg: 61.43 / Max: 62 Min: 59 / Avg: 60.23 / Max: 61 Min: 67 / Avg: 70.8 / Max: 72 Min: 61 / Avg: 65.13 / Max: 67 Min: 49 / Avg: 54.56 / Max: 56 Min: 53 / Avg: 59.13 / Max: 61 Min: 52 / Avg: 55.72 / Max: 56 Min: 55 / Avg: 59.19 / Max: 61 Min: 52 / Avg: 56.56 / Max: 58 Min: 63 / Avg: 66.85 / Max: 68 Min: 57 / Avg: 61.64 / Max: 64 Min: 55 / Avg: 62.82 / Max: 66 Min: 46 / Avg: 52.14 / Max: 54 Min: 54 / Avg: 58.09 / Max: 60 Min: 48 / Avg: 54.9 / Max: 56 Min: 67 / Avg: 71.16 / Max: 73 Min: 44 / Avg: 53.82 / Max: 56 Min: 53 / Avg: 62.59 / Max: 65 Min: 50 / Avg: 64.98 / Max: 67
LuxCoreRender OpenCL GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 40 80 120 160 200 Min: 32.37 / Avg: 164.15 / Max: 211.46 Min: 15.79 / Avg: 93.88 / Max: 102.91 Min: 12.5 / Avg: 79.62 / Max: 92.09 Min: 16.36 / Avg: 105.32 / Max: 116.36 Min: 9.51 / Avg: 84.72 / Max: 98.6 Min: 8.94 / Avg: 84.06 / Max: 93.52 Min: 17.07 / Avg: 132.71 / Max: 150.31 Min: 11.02 / Avg: 152.05 / Max: 198.63 Min: 7.11 / Avg: 65.55 / Max: 74.79 Min: 9.92 / Avg: 94.01 / Max: 113.17 Min: 6.81 / Avg: 52.04 / Max: 56.28 Min: 15.7 / Avg: 112.53 / Max: 141.4 Min: 9.5 / Avg: 110.62 / Max: 134.26 Min: 17.55 / Avg: 120.03 / Max: 144.72 Min: 10.31 / Avg: 106.39 / Max: 135.66 Min: 10.1 / Avg: 115.26 / Max: 146.1 Min: 8.23 / Avg: 69.24 / Max: 79.18 Min: 6.94 / Avg: 55.33 / Max: 65.23 Min: 6.66 / Avg: 46.15 / Max: 51.34 Min: 18.58 / Avg: 140.1 / Max: 157.68 Min: 8.75 / Avg: 61.67 / Max: 68.14 Min: 8.85 / Avg: 61.26 / Max: 69.65
LuxCoreRender OpenCL Scene: Rainbow Colors and Prism OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender OpenCL 2.3 Scene: Rainbow Colors and Prism TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 0.0225 0.045 0.0675 0.09 0.1125 0.08 0.05 0.07 0.05 0.08 0.05 0.05 0.08 0.08 0.08 0.05 0.09 0.08 0.08 0.10 0.10 0.07 0.10 0.09 0.05 0.05 0.05
LuxCoreRender OpenCL GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 15 30 45 60 75 Min: 58 / Avg: 70.91 / Max: 74 Min: 41 / Avg: 47.28 / Max: 49 Min: 43 / Avg: 55.61 / Max: 58 Min: 43 / Avg: 60.26 / Max: 63 Min: 59 / Avg: 69.75 / Max: 73 Min: 56 / Avg: 64.88 / Max: 68 Min: 56 / Avg: 64.6 / Max: 68 Min: 65 / Avg: 75.49 / Max: 79 Min: 57 / Avg: 70.39 / Max: 73 Min: 47 / Avg: 56.85 / Max: 59 Min: 51 / Avg: 64 / Max: 67 Min: 51 / Avg: 57.16 / Max: 60 Min: 53 / Avg: 63.15 / Max: 66 Min: 51 / Avg: 60.29 / Max: 63 Min: 60 / Avg: 73.48 / Max: 77 Min: 54 / Avg: 66.84 / Max: 71 Min: 53 / Avg: 67.61 / Max: 71 Min: 44 / Avg: 55.86 / Max: 59 Min: 52 / Avg: 62.73 / Max: 66 Min: 47 / Avg: 58.18 / Max: 61 Min: 65 / Avg: 76.66 / Max: 80 Min: 43 / Avg: 56.12 / Max: 58 Min: 53 / Avg: 65.26 / Max: 68 Min: 51 / Avg: 66.08 / Max: 69
LuxCoreRender OpenCL GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 40 80 120 160 200 Min: 30.73 / Avg: 218.61 / Max: 238.09 Min: 15.6 / Avg: 107.29 / Max: 115.08 Min: 11.59 / Avg: 95.71 / Max: 104.88 Min: 16.26 / Avg: 119.11 / Max: 130.86 Min: 9.08 / Avg: 100.66 / Max: 113.55 Min: 8.6 / Avg: 106.6 / Max: 119.21 Min: 16.97 / Avg: 151.53 / Max: 161.67 Min: 9.21 / Avg: 208.23 / Max: 228.17 Min: 6.82 / Avg: 72.94 / Max: 82.93 Min: 9.88 / Avg: 118.19 / Max: 128.53 Min: 6.95 / Avg: 61.64 / Max: 67.79 Min: 15.32 / Avg: 146.09 / Max: 159 Min: 9.61 / Avg: 143.22 / Max: 155.86 Min: 16.54 / Avg: 158.89 / Max: 173.12 Min: 9.33 / Avg: 134.55 / Max: 148.35 Min: 9.96 / Avg: 141.46 / Max: 155.06 Min: 8.11 / Avg: 83.51 / Max: 91.56 Min: 6.96 / Avg: 69.38 / Max: 76.5 Min: 6.53 / Avg: 53.72 / Max: 58.56 Min: 18.87 / Avg: 163.28 / Max: 176.5 Min: 8.75 / Avg: 71.33 / Max: 79.18 Min: 8.94 / Avg: 64.05 / Max: 72.87
LuxCoreRender OpenCL Scene: DLSC OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender OpenCL 2.3 Scene: DLSC TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 0.009 0.018 0.027 0.036 0.045 0.03 0.02 0.03 0.02 0.02 0.02 0.02 0.03 0.02 0.03 0.03 0.03 0.03 0.03 0.03 0.03 0.03 0.04 0.03 0.02 0.02 0.02
LuxCoreRender OpenCL GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 15 30 45 60 75 Min: 62 / Avg: 69.84 / Max: 72 Min: 43 / Avg: 46.89 / Max: 48 Min: 45 / Avg: 52.7 / Max: 55 Min: 44 / Avg: 58.55 / Max: 62 Min: 64 / Avg: 68.43 / Max: 70 Min: 59 / Avg: 63.75 / Max: 66 Min: 60 / Avg: 63.57 / Max: 65 Min: 67 / Avg: 73.35 / Max: 77 Min: 62 / Avg: 69.64 / Max: 72 Min: 48 / Avg: 55.68 / Max: 58 Min: 53 / Avg: 62.49 / Max: 65 Min: 53 / Avg: 57.09 / Max: 59 Min: 56 / Avg: 62.59 / Max: 65 Min: 54 / Avg: 60.5 / Max: 63 Min: 63 / Avg: 71.52 / Max: 75 Min: 58 / Avg: 65.68 / Max: 68 Min: 55 / Avg: 66.1 / Max: 69 Min: 46 / Avg: 54.11 / Max: 57 Min: 55 / Avg: 61.88 / Max: 64 Min: 49 / Avg: 57.1 / Max: 59 Min: 67 / Avg: 74.8 / Max: 78 Min: 44 / Avg: 54.13 / Max: 56 Min: 52 / Avg: 63.88 / Max: 67 Min: 48 / Avg: 64.51 / Max: 68
LuxCoreRender OpenCL GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 40 80 120 160 200 Min: 33.01 / Avg: 198.26 / Max: 230.17 Min: 15.58 / Avg: 97.91 / Max: 109.89 Min: 12.48 / Avg: 89.51 / Max: 102.26 Min: 16.55 / Avg: 107.24 / Max: 124.46 Min: 9.85 / Avg: 92.59 / Max: 107.45 Min: 8.89 / Avg: 98.17 / Max: 113.19 Min: 17.15 / Avg: 141.37 / Max: 157.39 Min: 9.89 / Avg: 188.03 / Max: 219.76 Min: 6.91 / Avg: 67.54 / Max: 78.07 Min: 10.02 / Avg: 107.3 / Max: 123.66 Min: 7.08 / Avg: 56.85 / Max: 65.46 Min: 15.74 / Avg: 133.9 / Max: 154.01 Min: 9.48 / Avg: 129.97 / Max: 149.58 Min: 18.08 / Avg: 143.74 / Max: 165.26 Min: 10.72 / Avg: 122.57 / Max: 142.7 Min: 10.07 / Avg: 129.42 / Max: 151.14 Min: 8.01 / Avg: 75.03 / Max: 86.97 Min: 7.02 / Avg: 63.52 / Max: 73.59 Min: 6.67 / Avg: 49.99 / Max: 57.06 Min: 18.68 / Avg: 152.69 / Max: 170.01 Min: 8.75 / Avg: 64.42 / Max: 74.57 Min: 8.84 / Avg: 58.71 / Max: 69.07
LuxCoreRender OpenCL Scene: LuxCore Benchmark OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender OpenCL 2.3 Scene: LuxCore Benchmark TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 0.0068 0.0136 0.0204 0.0272 0.034 0.03 0.01 0.03 0.02 0.02 0.02 0.01 0.03 0.02 0.03 0.02 0.03 0.03 0.02 0.03 0.03 0.03 0.03 0.03 0.01 0.02 0.01
OctaneBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OctaneBench 4.00c GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 16 32 48 64 80 Min: 39 / Avg: 71.86 / Max: 78 Min: 37 / Avg: 48.11 / Max: 50 Min: 34 / Avg: 55.54 / Max: 61 Min: 48 / Avg: 64.26 / Max: 68 Min: 45 / Avg: 71.18 / Max: 78 Min: 50 / Avg: 66.01 / Max: 70 Min: 51 / Avg: 67.29 / Max: 71 Min: 52 / Avg: 77.62 / Max: 82 Min: 37 / Avg: 69.87 / Max: 77 Min: 40 / Avg: 56.55 / Max: 60 Min: 37 / Avg: 63.69 / Max: 70 Min: 39 / Avg: 58.08 / Max: 64 Min: 36 / Avg: 62.21 / Max: 70 Min: 34 / Avg: 60.67 / Max: 69 Min: 42 / Avg: 74.54 / Max: 81 Min: 38 / Avg: 69.66 / Max: 76 Min: 36 / Avg: 67.43 / Max: 74 Min: 35 / Avg: 58.45 / Max: 63 Min: 36 / Avg: 63.41 / Max: 70 Min: 34 / Avg: 58.68 / Max: 65 Min: 51 / Avg: 78.62 / Max: 83 Min: 38 / Avg: 55.91 / Max: 60 Min: 50 / Avg: 64.99 / Max: 69 Min: 48 / Avg: 65.98 / Max: 71
OctaneBench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OctaneBench 4.00c GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 50 100 150 200 250 Min: 24.44 / Avg: 255.61 / Max: 287.48 Min: 15.69 / Avg: 114.25 / Max: 134.64 Min: 11.31 / Avg: 108.81 / Max: 123.5 Min: 15.39 / Avg: 130.04 / Max: 152.6 Min: 46.73 / Avg: 106.31 / Max: 122.76 Min: 49.51 / Avg: 117.91 / Max: 137.91 Min: 16 / Avg: 168.55 / Max: 193.96 Min: 5.88 / Avg: 240.3 / Max: 266.51 Min: 6.72 / Avg: 74.79 / Max: 88.96 Min: 9.62 / Avg: 131.01 / Max: 155.55 Min: 6.8 / Avg: 72.22 / Max: 85.85 Min: 14.82 / Avg: 164.8 / Max: 191.74 Min: 9.09 / Avg: 168.68 / Max: 207.09 Min: 14.48 / Avg: 178.44 / Max: 212.47 Min: 8.36 / Avg: 157.06 / Max: 177.36 Min: 9.65 / Avg: 158.05 / Max: 177.65 Min: 7.88 / Avg: 98.52 / Max: 113.9 Min: 6.78 / Avg: 76.35 / Max: 88.43 Min: 5.76 / Avg: 57.94 / Max: 65.99 Min: 16.97 / Avg: 182.6 / Max: 208.61 Min: 8.74 / Avg: 74.17 / Max: 90.01 Min: 8.94 / Avg: 67.05 / Max: 78.36
OctaneBench Total Score OpenBenchmarking.org Score Per Watt, More Is Better OctaneBench 4.00c Total Score TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 0.351 0.702 1.053 1.404 1.755 1.27 0.84 1.25 0.85 1.25 1.26 0.85 1.29 1.23 1.27 1.28 1.34 1.39 1.26 1.32 1.30 1.35 1.56 1.34 0.85 0.79 0.76
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX 1050 Ti 11 22 33 44 55 Min: 39 / Avg: 40.77 / Max: 42 Min: 37 / Avg: 38.95 / Max: 40 Min: 48 / Avg: 52 / Max: 56 Min: 48 / Avg: 50.29 / Max: 52 Min: 49 / Avg: 50.7 / Max: 52 Min: 37 / Avg: 38.49 / Max: 40 Min: 43 / Avg: 44.4 / Max: 45 Min: 37 / Avg: 39.05 / Max: 41 Min: 39 / Avg: 40.4 / Max: 41 Min: 37 / Avg: 38.05 / Max: 40 Min: 35 / Avg: 36.07 / Max: 38 Min: 43 / Avg: 44.24 / Max: 46 Min: 38 / Avg: 39.58 / Max: 42 Min: 37 / Avg: 38.73 / Max: 41 Min: 35 / Avg: 37.11 / Max: 39 Min: 36 / Avg: 37.51 / Max: 39 Min: 34 / Avg: 35.91 / Max: 38 Min: 41 / Avg: 44.13 / Max: 46
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 20 40 60 80 100 Min: 24.49 / Avg: 52.89 / Max: 84.59 Min: 11.42 / Avg: 33.09 / Max: 66.75 Min: 8.25 / Avg: 48.77 / Max: 74.22 Min: 7.72 / Avg: 55.17 / Max: 98.48 Min: 6.86 / Avg: 50.58 / Max: 125.4 Min: 24.21 / Avg: 37.8 / Max: 53.02 Min: 9.68 / Avg: 33.74 / Max: 77.28 Min: 6.81 / Avg: 21.49 / Max: 45.01 Min: 14.65 / Avg: 40.95 / Max: 91.15 Min: 9.03 / Avg: 39.07 / Max: 95.34 Min: 14.77 / Avg: 43.38 / Max: 96.5 Min: 8.41 / Avg: 31.69 / Max: 74.06 Min: 9.64 / Avg: 35.57 / Max: 81.35 Min: 7.89 / Avg: 23.96 / Max: 55.32 Min: 6.76 / Avg: 18.5 / Max: 42.87 Min: 5.79 / Avg: 18.77 / Max: 36.88
Mixbench Backend: NVIDIA CUDA - Benchmark: Integer OpenBenchmarking.org GIOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Integer TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 60 120 180 240 300 272.76 147.05 36.18 42.16 278.86 31.42 193.81 209.04 212.98 270.35 224.38 237.94 206.60 220.01 256.90 165.59
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX 1050 Ti 11 22 33 44 55 Min: 40 / Avg: 41.07 / Max: 43 Min: 37 / Avg: 38.94 / Max: 40 Min: 46 / Avg: 51.12 / Max: 56 Min: 50 / Avg: 51.4 / Max: 52 Min: 51 / Avg: 52.11 / Max: 53 Min: 38 / Avg: 38.9 / Max: 40 Min: 42 / Avg: 44.15 / Max: 45 Min: 38 / Avg: 39.49 / Max: 42 Min: 40 / Avg: 40.72 / Max: 42 Min: 37 / Avg: 38.31 / Max: 40 Min: 35 / Avg: 36.9 / Max: 39 Min: 44 / Avg: 45.02 / Max: 47 Min: 38 / Avg: 39.44 / Max: 42 Min: 37 / Avg: 39 / Max: 41 Min: 35 / Avg: 37.12 / Max: 39 Min: 37 / Avg: 37.78 / Max: 40 Min: 34 / Avg: 36.12 / Max: 38 Min: 39 / Avg: 43.69 / Max: 46
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 20 40 60 80 100 Min: 24.42 / Avg: 54.97 / Max: 84.04 Min: 11.26 / Avg: 32.66 / Max: 62.08 Min: 31.18 / Avg: 52.09 / Max: 75.41 Min: 35.06 / Avg: 57.52 / Max: 94.45 Min: 6.66 / Avg: 40.59 / Max: 77.98 Min: 8.08 / Avg: 38.81 / Max: 66.34 Min: 9.66 / Avg: 33.83 / Max: 75.47 Min: 6.73 / Avg: 21.34 / Max: 46.12 Min: 14.63 / Avg: 42.02 / Max: 92.35 Min: 9.03 / Avg: 38.09 / Max: 96.29 Min: 14.51 / Avg: 43.16 / Max: 82.79 Min: 8.29 / Avg: 31.37 / Max: 74.71 Min: 9.6 / Avg: 36.3 / Max: 84.48 Min: 7.78 / Avg: 23.43 / Max: 53.56 Min: 6.75 / Avg: 17.46 / Max: 41.5 Min: 5.85 / Avg: 18.69 / Max: 36.92
Mixbench Backend: NVIDIA CUDA - Benchmark: Half Precision OpenBenchmarking.org GFLOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Half Precision TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 200 400 600 800 1000 583.70 332.57 2.18 2.60 775.82 1.95 433.00 471.20 464.09 620.34 504.24 536.79 454.76 503.02 605.40 371.74
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX 1050 Ti 11 22 33 44 55 Min: 41 / Avg: 41.92 / Max: 43 Min: 37 / Avg: 38.98 / Max: 40 Min: 47 / Avg: 51.99 / Max: 57 Min: 50 / Avg: 51.32 / Max: 52 Min: 49 / Avg: 51.18 / Max: 52 Min: 38 / Avg: 39.9 / Max: 41 Min: 43 / Avg: 44.37 / Max: 45 Min: 38 / Avg: 40 / Max: 42 Min: 40 / Avg: 41.5 / Max: 43 Min: 38 / Avg: 39.03 / Max: 41 Min: 36 / Avg: 37.13 / Max: 39 Min: 44 / Avg: 45.95 / Max: 47 Min: 38 / Avg: 39.53 / Max: 42 Min: 38 / Avg: 39.83 / Max: 42 Min: 36 / Avg: 37.38 / Max: 40 Min: 37 / Avg: 38.41 / Max: 40 Min: 34 / Avg: 36.33 / Max: 39 Min: 42 / Avg: 44.23 / Max: 47
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 30 60 90 120 150 Min: 24.44 / Avg: 55.99 / Max: 137.52 Min: 11.39 / Avg: 33.65 / Max: 67.7 Min: 31.28 / Avg: 52.41 / Max: 81.14 Min: 8.02 / Avg: 54.82 / Max: 86.56 Min: 5.89 / Avg: 42.89 / Max: 74.51 Min: 24.22 / Avg: 41.03 / Max: 73.7 Min: 9.68 / Avg: 33.68 / Max: 77.27 Min: 6.84 / Avg: 21.58 / Max: 45.92 Min: 14.73 / Avg: 41.9 / Max: 90.47 Min: 9.12 / Avg: 37.93 / Max: 74.5 Min: 14.36 / Avg: 42.59 / Max: 91.52 Min: 8.17 / Avg: 32.44 / Max: 75.47 Min: 9.34 / Avg: 36.16 / Max: 82.66 Min: 7.92 / Avg: 23.67 / Max: 53.28 Min: 6.78 / Avg: 17.61 / Max: 42.66 Min: 5.84 / Avg: 18.67 / Max: 36.88
Mixbench Backend: NVIDIA CUDA - Benchmark: Double Precision OpenBenchmarking.org GFLOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Double Precision TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 3 6 9 12 15 7.39 4.28 4.29 5.40 9.55 3.70 5.83 6.20 6.23 8.32 6.85 6.97 6.13 6.64 8.03 4.95
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX 1050 Ti 11 22 33 44 55 Min: 42 / Avg: 42.69 / Max: 44 Min: 37 / Avg: 39.11 / Max: 40 Min: 48 / Avg: 52.19 / Max: 56 Min: 50 / Avg: 51.12 / Max: 52 Min: 51 / Avg: 52.02 / Max: 53 Min: 40 / Avg: 40.95 / Max: 42 Min: 43 / Avg: 44.31 / Max: 45 Min: 39 / Avg: 40.89 / Max: 43 Min: 42 / Avg: 42.49 / Max: 44 Min: 39 / Avg: 40 / Max: 42 Min: 37 / Avg: 38.21 / Max: 40 Min: 45 / Avg: 46.92 / Max: 48 Min: 38 / Avg: 39.8 / Max: 42 Min: 39 / Avg: 40.66 / Max: 43 Min: 36 / Avg: 37.81 / Max: 40 Min: 38 / Avg: 39.34 / Max: 41 Min: 35 / Avg: 37.02 / Max: 39 Min: 41 / Avg: 44.03 / Max: 46
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 20 40 60 80 100 Min: 24.62 / Avg: 46.93 / Max: 84.61 Min: 11.46 / Avg: 33.27 / Max: 65.08 Min: 31.06 / Avg: 51.58 / Max: 92.14 Min: 34.96 / Avg: 56.67 / Max: 86.62 Min: 6.44 / Avg: 47.31 / Max: 76.33 Min: 24.31 / Avg: 39.16 / Max: 62.02 Min: 9.64 / Avg: 32.64 / Max: 75.98 Min: 6.66 / Avg: 22.2 / Max: 44.15 Min: 14.65 / Avg: 41.99 / Max: 90.54 Min: 9.19 / Avg: 38.23 / Max: 89.84 Min: 13.88 / Avg: 42.2 / Max: 99.58 Min: 8.47 / Avg: 31.71 / Max: 73.89 Min: 9.47 / Avg: 37.57 / Max: 85.5 Min: 7.61 / Avg: 23.98 / Max: 52.47 Min: 6.76 / Avg: 18.82 / Max: 41.83 Min: 5.84 / Avg: 18.33 / Max: 36.58
Mixbench Backend: NVIDIA CUDA - Benchmark: Single Precision OpenBenchmarking.org GFLOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Single Precision TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 70 140 210 280 350 321.81 163.52 119.71 144.40 311.45 106.43 224.87 224.91 232.32 305.64 256.97 266.00 219.97 245.61 282.30 189.58
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 13 26 39 52 65 Min: 43 / Avg: 43.89 / Max: 45 Min: 38 / Avg: 39.33 / Max: 40 Min: 39 / Avg: 41.37 / Max: 45 Min: 46 / Avg: 51.36 / Max: 56 Min: 54 / Avg: 55.99 / Max: 58 Min: 50 / Avg: 50.89 / Max: 52 Min: 51 / Avg: 52.02 / Max: 53 Min: 59 / Avg: 60.98 / Max: 63 Min: 41 / Avg: 42.55 / Max: 44 Min: 43 / Avg: 44.16 / Max: 45 Min: 41 / Avg: 42.11 / Max: 44 Min: 43 / Avg: 43.86 / Max: 46 Min: 40 / Avg: 41.27 / Max: 43 Min: 38 / Avg: 39.89 / Max: 42 Min: 47 / Avg: 47.97 / Max: 49 Min: 39 / Avg: 40.79 / Max: 42 Min: 40 / Avg: 41.88 / Max: 44 Min: 37 / Avg: 38.22 / Max: 40 Min: 40 / Avg: 40.95 / Max: 43 Min: 36 / Avg: 38.1 / Max: 41 Min: 63 / Avg: 63.8 / Max: 66 Min: 40 / Avg: 43.46 / Max: 47 Min: 57 / Avg: 59.66 / Max: 64 Min: 52 / Avg: 60.21 / Max: 66
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 30 60 90 120 150 Min: 24.88 / Avg: 53.1 / Max: 112.58 Min: 43.68 / Avg: 59.49 / Max: 92.25 Min: 11.56 / Avg: 31.53 / Max: 61.07 Min: 44.46 / Avg: 65.83 / Max: 98.57 Min: 30.99 / Avg: 48.47 / Max: 88.96 Min: 34.96 / Avg: 53.75 / Max: 96.25 Min: 68.83 / Avg: 88.17 / Max: 131.51 Min: 6.53 / Avg: 46.44 / Max: 105.43 Min: 23.91 / Avg: 37.74 / Max: 67.69 Min: 9.59 / Avg: 33.54 / Max: 75.71 Min: 6.77 / Avg: 20.78 / Max: 45.04 Min: 14.58 / Avg: 40.54 / Max: 87.26 Min: 9.12 / Avg: 38.63 / Max: 85.74 Min: 14.88 / Avg: 42.62 / Max: 87.11 Min: 8.74 / Avg: 31.02 / Max: 74.53 Min: 9.34 / Avg: 35.25 / Max: 83.76 Min: 7.22 / Avg: 23.86 / Max: 52.51 Min: 6.81 / Avg: 18.54 / Max: 44.21 Min: 5.89 / Avg: 18.21 / Max: 35.29 Min: 77.41 / Avg: 100.08 / Max: 145.18 Min: 25.66 / Avg: 42.93 / Max: 68.61 Min: 10.76 / Avg: 39.66 / Max: 63.01
Mixbench Backend: OpenCL - Benchmark: Integer OpenBenchmarking.org GIOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Integer TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 80 160 240 320 400 319.78 20.44 172.29 21.11 41.66 49.41 19.41 351.52 35.89 216.92 239.46 239.20 304.24 256.49 269.58 233.12 243.20 286.03 190.42 19.10 19.31 15.77
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 13 26 39 52 65 Min: 45 / Avg: 47.21 / Max: 49 Min: 39 / Avg: 39.85 / Max: 41 Min: 41 / Avg: 42.58 / Max: 46 Min: 48 / Avg: 52.35 / Max: 56 Min: 57 / Avg: 58.14 / Max: 62 Min: 52 / Avg: 52.48 / Max: 54 Min: 51 / Avg: 52.18 / Max: 53 Min: 61 / Avg: 62.32 / Max: 64 Min: 43 / Avg: 45.36 / Max: 47 Min: 44 / Avg: 45.66 / Max: 47 Min: 42 / Avg: 44.34 / Max: 47 Min: 45 / Avg: 46.38 / Max: 48 Min: 42 / Avg: 43.63 / Max: 46 Min: 40 / Avg: 42.48 / Max: 45 Min: 48 / Avg: 49.42 / Max: 51 Min: 41 / Avg: 42.86 / Max: 45 Min: 42 / Avg: 44.21 / Max: 47 Min: 38 / Avg: 39.27 / Max: 41 Min: 42 / Avg: 43.63 / Max: 47 Min: 38 / Avg: 40.19 / Max: 43 Min: 63 / Avg: 63.33 / Max: 65 Min: 43 / Avg: 45.07 / Max: 48 Min: 53 / Avg: 56.88 / Max: 61 Min: 54 / Avg: 58.88 / Max: 64
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 30 60 90 120 150 Min: 25.19 / Avg: 55.07 / Max: 113.08 Min: 45.5 / Avg: 60.08 / Max: 90.61 Min: 11.6 / Avg: 32.03 / Max: 61.28 Min: 44.85 / Avg: 67.93 / Max: 99.36 Min: 39.25 / Avg: 49.97 / Max: 89.58 Min: 34.81 / Avg: 53.1 / Max: 100.47 Min: 69.03 / Avg: 89.59 / Max: 133.31 Min: 6.89 / Avg: 44.94 / Max: 100.82 Min: 24.22 / Avg: 37.34 / Max: 65.39 Min: 9.7 / Avg: 33.19 / Max: 74.41 Min: 6.62 / Avg: 20.92 / Max: 44.66 Min: 14.87 / Avg: 40.85 / Max: 90.53 Min: 9.22 / Avg: 39.29 / Max: 96.4 Min: 15.25 / Avg: 43.31 / Max: 95.09 Min: 8.65 / Avg: 31.55 / Max: 75.95 Min: 9.49 / Avg: 35.96 / Max: 83.24 Min: 7.57 / Avg: 23.8 / Max: 51.7 Min: 6.81 / Avg: 18.8 / Max: 43.85 Min: 6.12 / Avg: 17.81 / Max: 34.1 Min: 73.05 / Avg: 98.29 / Max: 144.85 Min: 25.57 / Avg: 42.43 / Max: 67.85 Min: 26.53 / Avg: 41.18 / Max: 62.57
Mixbench Backend: OpenCL - Benchmark: Double Precision OpenBenchmarking.org GFLOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Double Precision TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 3 6 9 12 15 8.25 2.28 4.51 2.35 4.50 5.59 2.20 9.72 4.03 5.87 6.35 6.34 8.02 6.70 7.18 6.18 6.55 7.51 5.15 2.26 2.19 1.69
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 14 28 42 56 70 Min: 49 / Avg: 52.13 / Max: 55 Min: 40 / Avg: 41.95 / Max: 44 Min: 43 / Avg: 46.17 / Max: 50 Min: 43 / Avg: 47.4 / Max: 53 Min: 59 / Avg: 63.85 / Max: 69 Min: 53 / Avg: 56.46 / Max: 60 Min: 55 / Avg: 58.05 / Max: 63 Min: 63 / Avg: 66.23 / Max: 70 Min: 48 / Avg: 51.05 / Max: 55 Min: 46 / Avg: 50.59 / Max: 55 Min: 45 / Avg: 48.88 / Max: 52 Min: 48 / Avg: 50.81 / Max: 54 Min: 45 / Avg: 48.63 / Max: 53 Min: 44 / Avg: 47.62 / Max: 52 Min: 51 / Avg: 54.48 / Max: 58 Min: 45 / Avg: 48.89 / Max: 53 Min: 45 / Avg: 49.2 / Max: 53 Min: 40 / Avg: 42.81 / Max: 46 Min: 46 / Avg: 49.88 / Max: 55 Min: 42 / Avg: 45.81 / Max: 51 Min: 64 / Avg: 67.35 / Max: 72 Min: 44 / Avg: 48.08 / Max: 53 Min: 52 / Avg: 55.22 / Max: 59 Min: 49 / Avg: 56.14 / Max: 62
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 30 60 90 120 150 Min: 26.16 / Avg: 58.94 / Max: 110.18 Min: 43.97 / Avg: 59.53 / Max: 91.96 Min: 11.48 / Avg: 32.13 / Max: 59.86 Min: 45.62 / Avg: 68.38 / Max: 104.08 Min: 32.53 / Avg: 50.89 / Max: 90.12 Min: 35.98 / Avg: 54.22 / Max: 98.21 Min: 69.32 / Avg: 89.9 / Max: 133.71 Min: 7.67 / Avg: 49.48 / Max: 107.57 Min: 24.49 / Avg: 37.95 / Max: 67.08 Min: 10.25 / Avg: 35.28 / Max: 75.77 Min: 6.86 / Avg: 20.41 / Max: 45.12 Min: 15.06 / Avg: 41.26 / Max: 96.5 Min: 9.42 / Avg: 40.39 / Max: 96.54 Min: 15.62 / Avg: 44.6 / Max: 100.75 Min: 9.59 / Avg: 32.73 / Max: 81.03 Min: 9.62 / Avg: 37 / Max: 84.5 Min: 7.91 / Avg: 24.21 / Max: 52.81 Min: 6.95 / Avg: 18.87 / Max: 44.22 Min: 6.41 / Avg: 18.7 / Max: 35.54 Min: 74.21 / Avg: 95.48 / Max: 139.88 Min: 25.37 / Avg: 42.65 / Max: 77.12 Min: 10.76 / Avg: 41.86 / Max: 67.2
Mixbench Backend: OpenCL - Benchmark: Single Precision OpenBenchmarking.org GFLOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Single Precision TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 70 140 210 280 350 255.06 69.58 170.02 68.50 127.27 157.14 65.01 324.58 114.75 204.71 242.21 233.45 291.16 242.46 255.37 220.49 240.48 278.71 183.99 67.69 65.17 51.35
NAMD CUDA GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better NAMD CUDA 2.14 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 15 30 45 60 75 Min: 57 / Avg: 60.56 / Max: 64 Min: 44 / Avg: 46.95 / Max: 49 Min: 47 / Avg: 56.05 / Max: 62 Min: 45 / Avg: 54.14 / Max: 62 Min: 65 / Avg: 71.49 / Max: 76 Min: 61 / Avg: 64.18 / Max: 67 Min: 63 / Avg: 66.02 / Max: 69 Min: 68 / Avg: 73.03 / Max: 77 Min: 56 / Avg: 59.33 / Max: 63 Min: 53 / Avg: 59 / Max: 63 Min: 53 / Avg: 57.94 / Max: 63 Min: 55 / Avg: 58.38 / Max: 62 Min: 53 / Avg: 57.12 / Max: 61 Min: 53 / Avg: 56.33 / Max: 60 Min: 61 / Avg: 64.65 / Max: 68 Min: 55 / Avg: 59.24 / Max: 63 Min: 55 / Avg: 58.94 / Max: 64 Min: 47 / Avg: 52.33 / Max: 58 Min: 57 / Avg: 61.97 / Max: 68 Min: 50 / Avg: 56.55 / Max: 61 Min: 66 / Avg: 73.62 / Max: 79 Min: 48 / Avg: 57.3 / Max: 62 Min: 50 / Avg: 64.88 / Max: 71 Min: 46 / Avg: 66.62 / Max: 74
NAMD CUDA GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better NAMD CUDA 2.14 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 40 80 120 160 200 Min: 30.29 / Avg: 117.9 / Max: 215.49 Min: 15.78 / Avg: 115.89 / Max: 158.66 Min: 12.4 / Avg: 73.53 / Max: 126.72 Min: 17.13 / Avg: 121.41 / Max: 171.52 Min: 10.29 / Avg: 80.72 / Max: 150.08 Min: 9.42 / Avg: 102 / Max: 184.77 Min: 17.25 / Avg: 143.08 / Max: 203.29 Min: 9.24 / Avg: 115.59 / Max: 221.44 Min: 7.4 / Avg: 73.35 / Max: 125.38 Min: 10.48 / Avg: 84.98 / Max: 158.78 Min: 6.94 / Avg: 57.84 / Max: 97.32 Min: 15.34 / Avg: 97.27 / Max: 184.97 Min: 9.73 / Avg: 101.46 / Max: 189.94 Min: 18.23 / Avg: 99.19 / Max: 191.74 Min: 10.46 / Avg: 87.35 / Max: 167.51 Min: 10.25 / Avg: 91.2 / Max: 168.72 Min: 8.48 / Avg: 67.95 / Max: 126.69 Min: 7.08 / Avg: 63.25 / Max: 115.6 Min: 6.85 / Avg: 46.24 / Max: 69.66 Min: 19.16 / Avg: 151.47 / Max: 222.61 Min: 8.75 / Avg: 87.55 / Max: 119.85 Min: 8.66 / Avg: 78.21 / Max: 102.66
GROMACS GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better GROMACS 2020.3 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 16 32 48 64 80 Min: 56 / Avg: 66.11 / Max: 70 Min: 41 / Avg: 49.96 / Max: 52 Min: 42 / Avg: 62.85 / Max: 66 Min: 44 / Avg: 62.14 / Max: 66 Min: 58 / Avg: 77.51 / Max: 80 Min: 55 / Avg: 69.53 / Max: 73 Min: 56 / Avg: 71.05 / Max: 75 Min: 65 / Avg: 79.63 / Max: 82 Min: 53 / Avg: 65.1 / Max: 70 Min: 47 / Avg: 62.97 / Max: 66 Min: 48 / Avg: 63.82 / Max: 68 Min: 48 / Avg: 61.34 / Max: 65 Min: 47 / Avg: 60.62 / Max: 66 Min: 47 / Avg: 59.66 / Max: 65 Min: 59 / Avg: 73.09 / Max: 78 Min: 53 / Avg: 66.74 / Max: 71 Min: 49 / Avg: 65.18 / Max: 70 Min: 44 / Avg: 58.92 / Max: 62 Min: 51 / Avg: 68.65 / Max: 73 Min: 46 / Avg: 61.73 / Max: 65 Min: 66 / Avg: 80.35 / Max: 84 Min: 44 / Avg: 65.56 / Max: 68 Min: 54 / Avg: 69.05 / Max: 73 Min: 48 / Avg: 70.72 / Max: 75
GROMACS GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better GROMACS 2020.3 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 50 100 150 200 250 Min: 28.41 / Avg: 183.67 / Max: 253.4 Min: 15.58 / Avg: 133.87 / Max: 150.55 Min: 12.53 / Avg: 98.59 / Max: 118.2 Min: 16.25 / Avg: 145.8 / Max: 167.92 Min: 9.17 / Avg: 127.84 / Max: 159.92 Min: 8.59 / Avg: 143.08 / Max: 188.71 Min: 16.97 / Avg: 173.38 / Max: 199.81 Min: 8.18 / Avg: 177.36 / Max: 245.82 Min: 6.82 / Avg: 101.45 / Max: 119.47 Min: 10.43 / Avg: 123.5 / Max: 148.47 Min: 6.84 / Avg: 76.01 / Max: 98.51 Min: 15.27 / Avg: 147.27 / Max: 182.67 Min: 9.33 / Avg: 148.08 / Max: 198.32 Min: 16.56 / Avg: 163.47 / Max: 188.76 Min: 9.62 / Avg: 134.37 / Max: 160.44 Min: 10.06 / Avg: 133.83 / Max: 160.45 Min: 7.99 / Avg: 94.33 / Max: 123.94 Min: 6.93 / Avg: 82.53 / Max: 101.38 Min: 6.42 / Avg: 57.74 / Max: 68.77 Min: 24.35 / Avg: 189.02 / Max: 214.3 Min: 11.05 / Avg: 97.86 / Max: 119.51 Min: 9.14 / Avg: 83.78 / Max: 99.09
GROMACS Water Benchmark OpenBenchmarking.org Ns Per Day Per Watt, More Is Better GROMACS 2020.3 Water Benchmark TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 0.0135 0.027 0.0405 0.054 0.0675 0.04 0.02 0.05 0.02 0.03 0.03 0.02 0.04 0.03 0.04 0.05 0.04 0.04 0.04 0.04 0.04 0.05 0.05 0.06 0.02 0.02 0.02
FAHBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better FAHBench 2.3.2 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 1050 Ti GTX 960 GTX 950 15 30 45 60 75 Min: 35 / Avg: 53.68 / Max: 68 Min: 32 / Avg: 43.03 / Max: 48 Min: 33 / Avg: 47.52 / Max: 58 Min: 33 / Avg: 53.73 / Max: 64 Min: 31 / Avg: 55.85 / Max: 71 Min: 29 / Avg: 51.59 / Max: 66 Min: 28 / Avg: 52.65 / Max: 67 Min: 30 / Avg: 60.68 / Max: 76 Min: 29 / Avg: 49.77 / Max: 65 Min: 33 / Avg: 48.12 / Max: 59 Min: 29 / Avg: 49.12 / Max: 63 Min: 30 / Avg: 44 / Max: 55 Min: 29 / Avg: 46.68 / Max: 58 Min: 28 / Avg: 46.55 / Max: 58 Min: 28 / Avg: 55.99 / Max: 74 Min: 29 / Avg: 51.93 / Max: 66 Min: 33 / Avg: 51.66 / Max: 65 Min: 29 / Avg: 47.21 / Max: 59 Min: 30 / Avg: 50.01 / Max: 64 Min: 27 / Avg: 46.77 / Max: 59 Min: 32 / Avg: 62.3 / Max: 78 Min: 28 / Avg: 48.55 / Max: 61 Min: 27 / Avg: 53.44 / Max: 69 Min: 29 / Avg: 56.45 / Max: 70
FAHBench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better FAHBench 2.3.2 GPU Power Consumption Monitor TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 40 80 120 160 200 Min: 24.02 / Avg: 152.31 / Max: 226.66 Min: 18.2 / Avg: 91.1 / Max: 125.71 Min: 10.68 / Avg: 76.69 / Max: 110.71 Min: 15.1 / Avg: 102.08 / Max: 145.34 Min: 6.84 / Avg: 84.35 / Max: 125.45 Min: 6.47 / Avg: 91.91 / Max: 137.12 Min: 15.41 / Avg: 124.61 / Max: 168.18 Min: 5.74 / Avg: 145.49 / Max: 222.84 Min: 23.06 / Avg: 63.62 / Max: 94.9 Min: 9.84 / Avg: 92.83 / Max: 138.11 Min: 6.47 / Avg: 48.89 / Max: 70.46 Min: 14.63 / Avg: 110.75 / Max: 161.15 Min: 8.85 / Avg: 118.25 / Max: 174.08 Min: 14.07 / Avg: 120.06 / Max: 181.91 Min: 7.57 / Avg: 100.34 / Max: 150.44 Min: 9.68 / Avg: 104.47 / Max: 155.47 Min: 7.47 / Avg: 67.34 / Max: 101.63 Min: 6.73 / Avg: 54.9 / Max: 81.76 Min: 5.55 / Avg: 43.89 / Max: 63.5 Min: 16.09 / Avg: 133.6 / Max: 180.4 Min: 8.45 / Avg: 62.39 / Max: 90.84 Min: 8.94 / Avg: 56.1 / Max: 80.55
FAHBench OpenBenchmarking.org Ns Per Day Per Watt, More Is Better FAHBench 2.3.2 TITAN RTX GTX 970 GTX 1660 SUPER GTX 980 GTX 1070 GTX 1080 GTX 980 Ti RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 GTX TITAN X GTX 960 GTX 950 0.5153 1.0306 1.5459 2.0612 2.5765 1.92 1.00 1.77 1.00 1.65 1.65 0.93 2.00 1.61 1.92 1.68 2.00 2.10 1.96 1.99 1.92 2.06 2.29 1.73 0.92 1.00 0.94
Phoronix Test Suite v10.8.4