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&grr .
NVIDIA GPU Compute Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL OpenCL Vulkan Compiler File-System Screen Resolution GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads) ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS) AMD Starship/Matisse 16GB 2000GB Corsair Force MP600 eVGA NVIDIA GeForce GTX 950 2GB (1202/3304MHz) NVIDIA GM206 HD Audio DELL P2415Q Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 Ubuntu 20.04 5.4.0-45-generic (x86_64) GNOME Shell 3.36.4 X Server 1.20.8 NVIDIA 450.66 4.6.0 OpenCL 1.2 CUDA 11.0.228 1.2.133 GCC 9.3.0 + CUDA 11.0 ext4 3840x2160 eVGA NVIDIA GeForce GTX 960 2GB (1277/3505MHz) eVGA NVIDIA GeForce GTX 970 4GB (1163/3505MHz) NVIDIA GM204 HD Audio NVIDIA GeForce GTX 980 4GB (1126/3505MHz) NVIDIA GeForce GTX 980 Ti 6GB (999/3505MHz) NVIDIA GM200 HD Audio NVIDIA GeForce GTX TITAN X 12GB (1001/3505MHz) eVGA NVIDIA GeForce GTX 1050 Ti 4GB (1354/3504MHz) NVIDIA GP107GL HD Audio NVIDIA GeForce GTX 1060 6GB (1506/4006MHz) NVIDIA GP106 HD Audio NVIDIA GeForce GTX 1070 8GB (1506/4006MHz) NVIDIA GP104 HD Audio Zotac NVIDIA GeForce GTX 1070 Ti 8GB (1607/4006MHz) NVIDIA GeForce GTX 1080 8GB (1607/5005MHz) ASUS NVIDIA GeForce GTX 1650 4GB (1485/4001MHz) NVIDIA Device 10fa ASUS NVIDIA GeForce GTX 1650 SUPER 4GB (615/405MHz) NVIDIA TU116 HD Audio ASUS NVIDIA GeForce GTX 1660 6GB (1530/4001MHz) eVGA NVIDIA GeForce GTX 1660 SUPER 6GB (1530/7000MHz) eVGA NVIDIA GeForce GTX 1660 Ti 6GB (1500/6000MHz) NVIDIA GeForce RTX 2060 6GB (1365/7000MHz) NVIDIA TU106 HD Audio NVIDIA GeForce RTX 2060 SUPER 8GB (1470/7000MHz) ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz) NVIDIA GeForce RTX 2070 SUPER 8GB (450/405MHz) NVIDIA TU104 HD Audio Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz) NVIDIA GeForce RTX 2080 SUPER 8GB (1650/7750MHz) NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz) NVIDIA TU102 HD Audio NVIDIA TITAN RTX 24GB (420/405MHz) OpenBenchmarking.org Compiler Details - --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details - Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013 OpenCL Details - GTX 950: GPU Compute Cores: 768 - GTX 960: GPU Compute Cores: 1024 - GTX 970: GPU Compute Cores: 1664 - GTX 980: GPU Compute Cores: 2048 - GTX 980 Ti: GPU Compute Cores: 2816 - GTX TITAN X: GPU Compute Cores: 3072 - GTX 1050 Ti: GPU Compute Cores: 768 - GTX 1060: GPU Compute Cores: 1280 - GTX 1070: GPU Compute Cores: 1920 - GTX 1070 Ti: GPU Compute Cores: 2432 - GTX 1080: GPU Compute Cores: 2560 - GTX 1650: GPU Compute Cores: 896 - GTX 1650 SUPER: GPU Compute Cores: 1280 - GTX 1660: GPU Compute Cores: 1408 - GTX 1660 SUPER: GPU Compute Cores: 1408 - GTX 1660 Ti: GPU Compute Cores: 1536 - RTX 2060: GPU Compute Cores: 1920 - RTX 2060 SUPER: GPU Compute Cores: 2176 - RTX 2070: GPU Compute Cores: 2304 - RTX 2070 SUPER: GPU Compute Cores: 2560 - RTX 2080: GPU Compute Cores: 2944 - RTX 2080 SUPER: GPU Compute Cores: 3072 - RTX 2080 Ti: GPU Compute Cores: 4352 - TITAN RTX: GPU Compute Cores: 4608 Python Details - Python 3.8.2 Security Details - itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected
NVIDIA GPU Compute lczero: OpenCL gromacs-gpu: Water Benchmark daphne: NVIDIA CUDA - Points2Image octanebench: Total Score fahbench: daphne: OpenCL - Points2Image luxcorerender-cl: Food luxcorerender-cl: LuxCore Benchmark luxcorerender-cl: DLSC rodinia: NVIDIA CUDA GPU Myocyte plaidml: No - Inference - DenseNet 201 - OpenCL rodinia: OpenCL Myocyte daphne: OpenCL - NDT Mapping luxcorerender-cl: Rainbow Colors and Prism plaidml: No - Inference - VGG19 - OpenCL plaidml: No - Training - Mobilenet - OpenCL plaidml: No - Inference - VGG16 - OpenCL plaidml: No - Inference - Inception V3 - OpenCL clpeak: Double-Precision Double daphne: NVIDIA CUDA - NDT Mapping arrayfire: BLAS OpenCL daphne: NVIDIA CUDA - Euclidean Cluster namd-cuda: ATPase Simulation - 327,506 Atoms plaidml: No - Inference - IMDB LSTM - OpenCL daphne: OpenCL - Euclidean Cluster rodinia: OpenCL Particle Filter cl-mem: Read cl-mem: Write cl-mem: Copy mandelgpu: GPU plaidml: Yes - Inference - Mobilenet - OpenCL plaidml: No - Inference - Mobilenet - OpenCL financebench: Monte-Carlo OpenCL darktable: Boat - OpenCL darktable: Masskrug - OpenCL darktable: Server Room - OpenCL arrayfire: Conjugate Gradient OpenCL clpeak: Integer Compute INT viennacl: OpenCL LU Factorization clpeak: Global Memory Bandwidth clpeak: Single-Precision Float mixbench: NVIDIA CUDA - Single Precision mixbench: NVIDIA CUDA - Double Precision mixbench: NVIDIA CUDA - Integer mixbench: NVIDIA CUDA - Half Precision mixbench: OpenCL - Single Precision mixbench: OpenCL - Integer neatbench: GPU mixbench: OpenCL - Double Precision darktable: Server Rack - OpenCL financebench: Black-Scholes OpenCL GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 1982 1.802 51.155045 52.6941 11764.708866203 0.39 0.81 0.98 51.965 41.97 45.538 294.13 3.22 1000000000 1000000000 69.87 1019.48 980.33 0.59513 111.25 1591.64 23.834 90.3 84.9 78.5 61530230.3 508.66 408.28 4.919 12.392 4.307 3.684 8.349 593.76 47.2861 90.18 1974.96 2149.60 625.55 9.54 69.78 0.191 27.818867 2430 2.154 58.903229 62.3041 11773.354931416 0.44 0.97 1.15 52.334 45.54 45.509 308.28 2.84 1000000000 213.49 92.41 1303.04 982.72 0.50785 143.15 1778.01 18.409 81.5 77.7 72.8 79940246.7 609.16 434.07 4.911 12.400 4.281 3.672 8.968 789.99 52.9206 82.23 2604.97 2779.32 828.80 9.53 93.01 0.191 19.513200 5163 2.995 96.200864 90.8460 11485.504137045 0.67 1.46 1.73 56.498 73.89 48.920 324.70 4.81 51.14 73.25 64.53 97.83 137.48 2457.73 979.33 0.36071 203.08 1928.88 13.185 144.6 136.3 125.9 113624502.0 910.91 716.82 841.188581 4.311 4.610 2.862 5.400 1145.14 60.1979 144.56 3874.98 4141.79 1215.75 15.4 137.20 0.163 14.196 6265 3.271 110.814321 102.3668 11735.841485298 0.78 1.63 1.93 59.474 82.21 50.553 333.52 5.11 56.60 80.47 72.21 109.50 159.72 2826.16 1019.04 0.33566 228.46 1976.41 11.774 165.3 159.1 145.0 121139566.8 1053.49 810.50 749.288002 3.764 4.543 2.730 4.904 1306.51 61.9362 165.29 4472.77 4683.96 1389.90 17.3 159.33 0.162 12.101 8283 3.857 143.521432 115.7753 11829.864624498 0.92 2.00 2.36 64.758 99.84 55.174 339.21 6.59 71.18 89.28 90.74 138.33 197.23 2438.97 976.75 0.29138 267.88 1908.81 10.071 266.0 245.9 217.8 148357386.1 1290.48 1029.36 660.548249 3.017 3.227 1.398 3.622 1612.52 64.5358 264.74 5512.89 5844.90 1711.03 197.44 0.164 9.596 9066 4.081 154.420819 123.1897 11498.215487990 0.98 2.09 2.50 63.603 105.39 53.832 339.75 6.47 75.73 93.03 97.40 148.84 219.42 3699.51 956.54 0.27103 294.10 1953.25 9.155 243.5 237.6 214.4 162891036.9 1369.20 1106.29 624.175743 12.388 4.324 3.699 3.917 1757.81 65.9450 246.43 6121.76 6463.10 1911.01 221.88 0.189 9.323 2565 2.084 55.432593 61.5889 11780.675487332 0.46 0.96 1.13 43.283 49.71 39.053 305.07 3.98 29.42 57.13 37.13 60.92 84.60 1639.08 1219.99 0.53233 130.66 1759.04 21.267 95.2 91.2 87.9 75842143.4 594.41 481.31 1214.994001 12.307 4.294 3.677 7.775 719.46 51.3381 92.34 2331.18 2379.01 84.55 667.90 42.39 2561.98 771.53 84.78 0.192 24.362200 5933 3.181 91.732906 102.2683 11766.291826127 0.65 1.53 1.78 42.703 79.13 38.114 333.47 5.41 56.62 83.52 71.78 108.56 150.68 2856.38 1253.43 0.30957 227.23 2076.48 12.002 154.4 148.1 138.5 130290433.8 987.07 775.73 894.084865 3.517 3.169 1.301 5.000 1275.12 61.6530 147.66 4110.71 4167.41 151.63 1187.72 75.77 4355.28 1354.14 150.48 0.124 13.340 9750 4.052 132.839354 139.4974 13045.857394351 0.92 2.12 2.46 42.955 108.46 38.003 345.44 6.62 79.12 103.79 99.88 151.71 223.60 2905.88 1231.44 0.24022 314.83 2243.10 8.205 206.2 199.5 183.3 184077179.7 1392.46 1052.64 697.546291 2.709 2.974 1.112 4.077 1695.79 66.2068 197.20 6093.02 6174.80 225.05 1764.63 113.32 6476.92 2019.08 21.5 224.82 0.117 8.968 9947 4.259 141.667655 137.1393 13281.767629419 0.98 2.24 2.55 47.722 108.23 42.081 349.12 5.38 92.87 99.64 116.89 159.43 242.70 4304.76 1204.77 0.22300 331.84 2223.78 7.791 206.2 198.2 184.1 194875210.8 1485.78 1070.90 754.284012 2.741 2.998 1.166 3.814 2076.45 69.1838 198.18 6788.40 6647.94 240.92 1887.61 121.42 7018.90 2157.31 241.99 0.117 7.298 12662 4.634 148.472009 151.5679 13141.729462390 0.99 2.13 2.45 43.197 112.28 37.998 348.29 4.23 103.83 99.82 131.34 190.14 298.46 5091.86 1218.56 0.22426 398.82 2345.38 6.457 229.6 225.6 207.4 231826397.8 1665.72 1154.13 921.684152 2.546 2.974 1.095 3.387 2430.55 70.6880 223.14 8218.62 8182.72 296.09 2326.09 149.35 8520.97 2655.58 24.6 296.66 0.111 6.981 3101 3.253 29148.739809091 77.410218 75.8135 12203.304555462 0.67 1.51 1.73 39.895 59.37 33.715 287.07 3.93 42.32 65.59 53.35 80.68 109.20 517.14 1128.39 1415.67 0.34503 201.27 1983.67 17.823 108.7 104.4 99.2 132266243.9 814.50 573.67 895.430429 12.406 4.329 3.693 6.808 2641.38 62.9607 105.31 2673.64 3474.17 92.37 3108.84 6948.33 3441.36 3466.72 12.8 91.77 0.185 24.145285 5151 4.122 29380.307815841 92.367839 82.0521 12256.663207158 0.81 1.36 1.61 39.937 73.17 33.686 313.80 2.73 61.85 77.10 77.98 115.70 157.98 534.85 1607.77 1456.66 0.26211 269.17 2143.59 12.487 167.0 145.8 143.8 186025762.6 1080.43 740.17 1087.168126 5.070 4.756 2.903 4.445 4128.39 67.9330 156.86 4123.66 4993.92 133.88 4492.32 10057.46 4943.06 4975.18 132.75 0.121 16.577785 5895 4.412 29594.884992536 119.105265 125.6158 13590.031350614 0.99 2.20 2.56 40.066 87.25 34.758 314.71 5.58 67.74 97.94 85.46 120.84 168.56 552.68 1712.37 1452.41 0.24290 289.42 2174.72 11.893 163.9 157.3 145.9 193795979.5 1199.66 858.90 606.699883 3.173 3.097 1.195 4.541 4338.67 67.8200 158.15 4543.64 5313.33 141.36 4753.11 10568.46 5259.29 5303.51 18.6 141.25 0.113 15.259 7366 4.629 29306.127505907 135.657134 135.6073 13933.273948165 1.09 2.26 2.63 39.905 100.51 34.127 320.97 5.61 68.81 111.39 86.61 135.31 172.49 563.13 1765.01 1466.24 0.23177 298.77 2175.96 11.482 296.6 240.7 240.2 200846066.4 1380.68 1080.11 594.438004 2.607 3.030 1.082 2.642 4280.55 68.1532 276.35 4440.23 5440.74 144.14 4866.61 10862.90 5462.59 5432.40 144.30 0.104 15.271 7733 4.789 29450.462327902 133.345 138.5578 13606.962912993 1.07 2.11 2.51 40.038 98.99 34.412 321.77 5.01 73.38 108.06 92.41 143.22 184.34 557.20 1877.32 1465.39 0.22800 313.08 2223.07 10.847 251.2 223.9 211.1 210891296.2 1427.43 1038.86 654.815865 2.757 3.091 1.166 3.068 4734.36 70.0287 234.91 4778.23 5888.78 157.14 5271.34 11787.37 5821.19 5803.63 155.78 0.106 14.385 10290 5.416 30937.282623163 166.098571 178.4712 13398.060270468 1.17 2.79 3.34 39.999 125.23 34.902 332.00 7.97 88.95 125.33 112.29 172.73 232.17 570.77 2321.09 1468.39 0.20635 390.07 2263.12 8.836 297.4 258.7 239.4 252924048.7 1719.71 1285.58 528.367744 2.092 2.835 0.844 2.659 5356.84 73.3091 276.94 5417.55 7339.39 196.30 6539.81 14646.46 7222.28 7275.33 28.3 194.80 0.104 12.555 12335 5.789 30663.638303013 206.078943 200.7664 13476.343300533 1.33 3.54 4.20 40.224 146.90 34.555 338.08 11.32 101.79 154.81 128.91 204.35 261.89 575.45 2622.04 1475.24 0.20057 438.26 2326.88 7.914 396.8 341.3 288.0 281931310.0 2012.37 1585.76 367.022003 1.794 2.763 0.777 2.083 6930.21 72.5010 368.94 7034.77 8264.66 221.80 7348.91 16507.06 8159.15 8218.02 222.15 0.101 10.498 12311 5.865 29917.295727193 207.538286 199.8719 13499.166892694 1.30 3.49 4.17 40.499 147.87 35.514 339.12 10.98 104.21 153.03 132.03 202.42 267.79 579.36 2680.69 1462.96 0.20362 444.84 2309.01 7.767 396.9 328.5 284.4 284631717.4 1996.60 1575.65 377.722500 1.776 2.744 0.772 2.097 7133.77 72.5699 369.30 7265.91 8435.23 226.21 7540.28 16838.72 8357.96 8362.86 35.8 226.65 0.102 10.254 14730 6.249 30409.064764221 221.193748 221.7284 13076.859862793 1.90 3.69 4.44 40.085 149.69 34.779 338.65 10.21 123.03 154.74 155.42 221.49 308.86 589.63 3047.42 1444.27 0.19625 500.26 2264.37 6.837 396.8 322.9 292.1 323061985.4 2287.03 1712.75 400.383625 1.780 2.804 0.821 2.071 8484.41 74.4473 369.62 8540.73 9754.99 260.97 8722.28 19501.67 9630.83 9696.38 259.11 0.098 8.263 15442 6.536 29707.441489825 224.387211 235.5341 13228.140991558 1.87 3.55 4.32 40.487 151.99 35.085 341.84 9.24 130.23 154.35 164.78 243.51 345.11 599.64 3358.20 1441.29 0.19265 544.54 2245.82 6.196 396.5 338.1 290.0 345359936.4 2322.39 1726.60 406.042122 1.742 2.794 0.818 2.075 9141.23 74.7298 369.23 9161.18 10845.36 291.56 9732.48 21764.40 10812.52 10930.56 38.3 290.13 0.099 7.657 17501 6.572 30214.755635634 234.066446 248.0118 12974.465793761 1.93 3.62 4.38 40.012 159.79 34.207 344.19 9.14 145.57 158.82 183.53 265.91 376.32 599.70 3673.83 1448.46 0.19329 588.04 2326.55 5.718 437.6 352.9 301.7 374422420.6 2432.73 1815.92 413.845127 1.680 2.764 0.809 1.900 10266.72 76.1016 405.92 10264.38 11685.95 315.61 10562.99 23628.78 11758.65 11752.11 315.03 0.099 6.811 21839 7.136 28816.817836895 310.814399 290.7249 13045.030923941 2.23 4.75 5.67 40.352 212.11 35.235 350.37 12.33 187.92 187.73 237.29 353.54 522.22 606.75 4836.62 1436.62 0.19082 753.75 2268.23 4.414 545.7 449.5 324.0 448915216.6 2751.85 2406.16 319.914127 1.492 2.755 0.759 1.677 13629.37 75.7871 506.90 13536.25 14734.03 409.46 14103.79 31492.24 16061.09 16323.94 436.81 0.100 6.020 22424 7.117 29401.514070221 324.546769 292.1593 12538.245787081 2.23 4.99 5.98 40.373 227.30 35.767 343.61 12.73 196.63 198.37 248.79 355.85 548.26 590.63 5040.58 1434.17 0.19195 775.69 2279.14 4.250 567.7 491.7 322.7 480798376.6 2856.83 2544.67 277.232121 1.491 2.792 0.767 1.666 13783.93 76.6410 530.79 14178.85 15103.61 413.66 14426.11 32084.79 15032.47 16979.99 48.1 454.37 0.103 5.701 OpenBenchmarking.org
LeelaChessZero Backend: OpenCL OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.26 Backend: OpenCL GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 5K 10K 15K 20K 25K SE +/- 16.29, N = 3 SE +/- 10.44, N = 3 SE +/- 36.50, N = 3 SE +/- 43.89, N = 3 SE +/- 28.99, N = 3 SE +/- 27.94, N = 3 SE +/- 2.73, N = 3 SE +/- 28.32, N = 3 SE +/- 85.75, N = 3 SE +/- 57.21, N = 3 SE +/- 6.17, N = 3 SE +/- 19.16, N = 3 SE +/- 3.38, N = 3 SE +/- 54.30, N = 3 SE +/- 56.77, N = 3 SE +/- 64.75, N = 3 SE +/- 61.94, N = 3 SE +/- 70.73, N = 3 SE +/- 28.58, N = 3 SE +/- 77.45, N = 3 SE +/- 79.08, N = 3 SE +/- 55.16, N = 3 SE +/- 20.50, N = 3 1982 2430 5163 6265 8283 9066 2565 5933 9750 9947 12662 3101 5151 5895 7366 7733 10290 12335 12311 14730 15442 17501 21839 22424 1. (CXX) g++ options: -flto -pthread
GROMACS Water Benchmark OpenBenchmarking.org Ns Per Day, More Is Better GROMACS 2020.3 Water Benchmark GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 2 4 6 8 10 SE +/- 0.001, N = 3 SE +/- 0.002, N = 3 SE +/- 0.003, N = 3 SE +/- 0.003, N = 3 SE +/- 0.003, N = 3 SE +/- 0.005, N = 3 SE +/- 0.000, N = 3 SE +/- 0.003, N = 3 SE +/- 0.003, N = 3 SE +/- 0.002, N = 3 SE +/- 0.004, N = 3 SE +/- 0.005, N = 3 SE +/- 0.004, N = 3 SE +/- 0.010, N = 3 SE +/- 0.007, N = 3 SE +/- 0.006, N = 3 SE +/- 0.008, N = 3 SE +/- 0.016, N = 3 SE +/- 0.013, N = 3 SE +/- 0.008, N = 3 SE +/- 0.015, N = 3 SE +/- 0.041, N = 3 SE +/- 0.020, N = 2 SE +/- 0.005, N = 3 1.802 2.154 2.995 3.271 3.857 4.081 2.084 3.181 4.052 4.259 4.634 3.253 4.122 4.412 4.629 4.789 5.416 5.789 5.865 6.249 6.536 6.572 7.136 7.117 1. (CXX) g++ options: -O3 -lpthread -ldl -lrt -lm
Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: Points2Image OpenBenchmarking.org Test Cases Per Minute, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: Points2Image GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 7K 14K 21K 28K 35K SE +/- 329.31, N = 7 SE +/- 220.88, N = 3 SE +/- 269.28, N = 15 SE +/- 284.42, N = 3 SE +/- 392.98, N = 5 SE +/- 339.25, N = 14 SE +/- 226.31, N = 3 SE +/- 471.75, N = 3 SE +/- 401.47, N = 5 SE +/- 430.26, N = 4 SE +/- 273.74, N = 15 SE +/- 496.68, N = 3 SE +/- 203.08, N = 3 29148.74 29380.31 29594.88 29306.13 29450.46 30937.28 30663.64 29917.30 30409.06 29707.44 30214.76 28816.82 29401.51 1. (CXX) g++ options: -O3 -m64 -std=c++11 -lcudadevrt -lcudart_static -lrt -lpthread -ldl
OctaneBench Total Score OpenBenchmarking.org Score, More Is Better OctaneBench 4.00c Total Score GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 70 140 210 280 350 51.16 58.90 96.20 110.81 143.52 154.42 55.43 91.73 132.84 141.67 148.47 77.41 92.37 119.11 135.66 133.35 166.10 206.08 207.54 221.19 224.39 234.07 310.81 324.55
FAHBench OpenBenchmarking.org Ns Per Day, More Is Better FAHBench 2.3.2 GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 60 120 180 240 300 SE +/- 0.12, N = 3 SE +/- 0.11, N = 3 SE +/- 0.03, N = 3 SE +/- 0.15, N = 3 SE +/- 0.33, N = 3 SE +/- 0.31, N = 3 SE +/- 0.01, N = 3 SE +/- 0.16, N = 3 SE +/- 0.46, N = 3 SE +/- 0.06, N = 3 SE +/- 0.41, N = 3 SE +/- 0.05, N = 3 SE +/- 0.21, N = 3 SE +/- 0.10, N = 3 SE +/- 0.17, N = 3 SE +/- 0.42, N = 3 SE +/- 0.54, N = 3 SE +/- 0.32, N = 3 SE +/- 0.34, N = 3 SE +/- 1.06, N = 3 SE +/- 0.92, N = 3 SE +/- 0.82, N = 3 SE +/- 1.17, N = 3 SE +/- 0.85, N = 3 52.69 62.30 90.85 102.37 115.78 123.19 61.59 102.27 139.50 137.14 151.57 75.81 82.05 125.62 135.61 138.56 178.47 200.77 199.87 221.73 235.53 248.01 290.72 292.16
Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: Points2Image OpenBenchmarking.org Test Cases Per Minute, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: Points2Image GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 3K 6K 9K 12K 15K SE +/- 66.71, N = 3 SE +/- 85.88, N = 3 SE +/- 123.30, N = 3 SE +/- 75.04, N = 3 SE +/- 62.20, N = 3 SE +/- 57.16, N = 3 SE +/- 128.29, N = 3 SE +/- 136.54, N = 3 SE +/- 180.15, N = 3 SE +/- 112.38, N = 3 SE +/- 90.00, N = 3 SE +/- 175.10, N = 3 SE +/- 155.29, N = 3 SE +/- 28.64, N = 3 SE +/- 16.13, N = 3 SE +/- 35.36, N = 3 SE +/- 87.49, N = 3 SE +/- 146.98, N = 3 SE +/- 35.39, N = 3 SE +/- 194.60, N = 3 SE +/- 56.40, N = 3 SE +/- 64.15, N = 3 SE +/- 70.09, N = 3 SE +/- 36.56, N = 3 11764.71 11773.35 11485.50 11735.84 11829.86 11498.22 11780.68 11766.29 13045.86 13281.77 13141.73 12203.30 12256.66 13590.03 13933.27 13606.96 13398.06 13476.34 13499.17 13076.86 13228.14 12974.47 13045.03 12538.25 1. (CXX) g++ options: -O3 -m64 -std=c++11 -lcudadevrt -lcudart_static -lrt -lpthread -ldl
LuxCoreRender OpenCL Scene: Food OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: Food GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.5018 1.0036 1.5054 2.0072 2.509 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 12 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 4 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 4 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 0.39 0.44 0.67 0.78 0.92 0.98 0.46 0.65 0.92 0.98 0.99 0.67 0.81 0.99 1.09 1.07 1.17 1.33 1.30 1.90 1.87 1.93 2.23 2.23
LuxCoreRender OpenCL Scene: LuxCore Benchmark OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: LuxCore Benchmark GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 1.1228 2.2456 3.3684 4.4912 5.614 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.03, N = 12 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 0.81 0.97 1.46 1.63 2.00 2.09 0.96 1.53 2.12 2.24 2.13 1.51 1.36 2.20 2.26 2.11 2.79 3.54 3.49 3.69 3.55 3.62 4.75 4.99
LuxCoreRender OpenCL Scene: DLSC OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: DLSC GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 1.3455 2.691 4.0365 5.382 6.7275 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.04, N = 12 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 4 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 0.98 1.15 1.73 1.93 2.36 2.50 1.13 1.78 2.46 2.55 2.45 1.73 1.61 2.56 2.63 2.51 3.34 4.20 4.17 4.44 4.32 4.38 5.67 5.98
Rodinia Test: NVIDIA CUDA GPU Myocyte OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: NVIDIA CUDA GPU Myocyte GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 SE +/- 0.02, N = 3 SE +/- 0.08, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 SE +/- 0.06, N = 3 SE +/- 0.12, N = 3 SE +/- 0.22, N = 3 SE +/- 0.07, N = 3 SE +/- 0.12, N = 3 SE +/- 0.11, N = 3 SE +/- 0.12, N = 3 SE +/- 0.10, N = 3 SE +/- 0.10, N = 3 SE +/- 0.12, N = 3 SE +/- 0.00, N = 3 SE +/- 0.03, N = 3 SE +/- 0.07, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 SE +/- 0.03, N = 3 51.97 52.33 56.50 59.47 64.76 63.60 43.28 42.70 42.96 47.72 43.20 39.90 39.94 40.07 39.91 40.04 40.00 40.22 40.50 40.09 40.49 40.01 40.35 40.37 1. (CXX) g++ options: -m64 -lm -lcuda -lcudart -lcudadevrt -lcudart_static -lrt -lpthread -ldl
PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 50 100 150 200 250 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.15, N = 3 SE +/- 0.09, N = 3 SE +/- 0.06, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.07, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.07, N = 3 SE +/- 0.05, N = 3 SE +/- 0.08, N = 3 SE +/- 0.06, N = 3 SE +/- 0.09, N = 3 SE +/- 0.12, N = 3 SE +/- 0.12, N = 3 SE +/- 0.09, N = 3 SE +/- 0.12, N = 3 SE +/- 0.21, N = 3 SE +/- 0.25, N = 3 41.97 45.54 73.89 82.21 99.84 105.39 49.71 79.13 108.46 108.23 112.28 59.37 73.17 87.25 100.51 98.99 125.23 146.90 147.87 149.69 151.99 159.79 212.11 227.30
Rodinia Test: OpenCL Myocyte OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: OpenCL Myocyte GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 12 24 36 48 60 SE +/- 0.11, N = 3 SE +/- 0.10, N = 3 SE +/- 0.26, N = 3 SE +/- 0.06, N = 3 SE +/- 0.04, N = 3 SE +/- 0.14, N = 3 SE +/- 0.04, N = 3 SE +/- 0.15, N = 3 SE +/- 0.08, N = 3 SE +/- 0.24, N = 3 SE +/- 0.07, N = 3 SE +/- 0.06, N = 3 SE +/- 0.01, N = 3 SE +/- 0.17, N = 3 SE +/- 0.08, N = 3 SE +/- 0.16, N = 3 SE +/- 0.12, N = 3 SE +/- 0.22, N = 3 SE +/- 0.23, N = 3 SE +/- 0.04, N = 3 SE +/- 0.07, N = 3 SE +/- 0.08, N = 3 SE +/- 0.07, N = 3 SE +/- 0.08, N = 3 45.54 45.51 48.92 50.55 55.17 53.83 39.05 38.11 38.00 42.08 38.00 33.72 33.69 34.76 34.13 34.41 34.90 34.56 35.51 34.78 35.09 34.21 35.24 35.77 1. (CXX) g++ options: -m64 -lm -lcuda -lcudart -lcudadevrt -lcudart_static -lrt -lpthread -ldl
Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: NDT Mapping OpenBenchmarking.org Test Cases Per Minute, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: NDT Mapping GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 80 160 240 320 400 SE +/- 1.45, N = 3 SE +/- 2.15, N = 3 SE +/- 0.82, N = 3 SE +/- 0.61, N = 3 SE +/- 2.08, N = 3 SE +/- 1.91, N = 3 SE +/- 1.02, N = 3 SE +/- 0.67, N = 3 SE +/- 2.24, N = 3 SE +/- 2.01, N = 3 SE +/- 1.38, N = 3 SE +/- 1.36, N = 3 SE +/- 0.20, N = 3 SE +/- 0.15, N = 3 SE +/- 2.54, N = 3 SE +/- 2.24, N = 3 SE +/- 0.47, N = 3 SE +/- 1.17, N = 3 SE +/- 2.26, N = 3 SE +/- 0.37, N = 3 SE +/- 1.78, N = 3 SE +/- 0.33, N = 3 SE +/- 0.87, N = 3 SE +/- 1.41, N = 3 294.13 308.28 324.70 333.52 339.21 339.75 305.07 333.47 345.44 349.12 348.29 287.07 313.80 314.71 320.97 321.77 332.00 338.08 339.12 338.65 341.84 344.19 350.37 343.61 1. (CXX) g++ options: -O3 -m64 -std=c++11 -lcudadevrt -lcudart_static -lrt -lpthread -ldl
LuxCoreRender OpenCL Scene: Rainbow Colors and Prism OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: Rainbow Colors and Prism GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 3 6 9 12 15 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.10, N = 12 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.13, N = 12 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.09, N = 4 SE +/- 0.02, N = 4 SE +/- 0.03, N = 4 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 4 SE +/- 0.18, N = 4 3.22 2.84 4.81 5.11 6.59 6.47 3.98 5.41 6.62 5.38 4.23 3.93 2.73 5.58 5.61 5.01 7.97 11.32 10.98 10.21 9.24 9.14 12.33 12.73
PlaidML FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 200M 400M 600M 800M 1000M SE +/- 0.04, N = 3 SE +/- 0.61, N = 3 SE +/- 1.20, N = 3 SE +/- 1.11, N = 3 SE +/- 0.01, N = 3 SE +/- 0.16, N = 3 SE +/- 0.13, N = 3 SE +/- 0.05, N = 3 SE +/- 0.31, N = 3 SE +/- 0.11, N = 3 SE +/- 0.13, N = 3 SE +/- 0.22, N = 3 SE +/- 0.11, N = 3 SE +/- 0.22, N = 3 SE +/- 0.29, N = 3 SE +/- 0.29, N = 3 SE +/- 0.39, N = 3 SE +/- 0.24, N = 3 SE +/- 0.62, N = 3 SE +/- 0.36, N = 3 SE +/- 0.60, N = 3 SE +/- 0.42, N = 4 1000000000.00 1000000000.00 51.14 56.60 71.18 75.73 29.42 56.62 79.12 92.87 103.83 42.32 61.85 67.74 68.81 73.38 88.95 101.79 104.21 123.03 130.23 145.57 187.92 196.63
PlaidML FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 40 80 120 160 200 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.08, N = 3 SE +/- 0.19, N = 3 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 SE +/- 0.06, N = 3 SE +/- 0.05, N = 3 SE +/- 0.11, N = 3 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.07, N = 3 SE +/- 0.06, N = 3 SE +/- 0.08, N = 3 SE +/- 0.14, N = 3 SE +/- 0.17, N = 3 SE +/- 0.11, N = 3 SE +/- 0.20, N = 3 SE +/- 0.09, N = 3 SE +/- 0.19, N = 3 SE +/- 0.21, N = 3 73.25 80.47 89.28 93.03 57.13 83.52 103.79 99.64 99.82 65.59 77.10 97.94 111.39 108.06 125.33 154.81 153.03 154.74 154.35 158.82 187.73 198.37
PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL GTX 950 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 200M 400M 600M 800M 1000M SE +/- 0.06, N = 3 SE +/- 0.21, N = 3 SE +/- 0.87, N = 3 SE +/- 0.47, N = 3 SE +/- 0.01, N = 3 SE +/- 0.22, N = 3 SE +/- 0.18, N = 3 SE +/- 0.10, N = 3 SE +/- 0.42, N = 3 SE +/- 0.16, N = 3 SE +/- 0.16, N = 3 SE +/- 0.30, N = 3 SE +/- 0.10, N = 3 SE +/- 0.25, N = 3 SE +/- 0.40, N = 3 SE +/- 0.38, N = 3 SE +/- 0.51, N = 3 SE +/- 0.33, N = 3 SE +/- 0.81, N = 3 SE +/- 0.37, N = 3 SE +/- 0.64, N = 3 SE +/- 0.54, N = 4 1000000000.00 64.53 72.21 90.74 97.40 37.13 71.78 99.88 116.89 131.34 53.35 77.98 85.46 86.61 92.41 112.29 128.91 132.03 155.42 164.78 183.53 237.29 248.79
PlaidML FP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCL GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 80 160 240 320 400 SE +/- 110.03, N = 12 SE +/- 0.02, N = 3 SE +/- 0.62, N = 3 SE +/- 0.02, N = 3 SE +/- 0.07, N = 3 SE +/- 0.05, N = 3 SE +/- 0.19, N = 3 SE +/- 0.23, N = 3 SE +/- 0.04, N = 3 SE +/- 0.11, N = 3 SE +/- 0.13, N = 3 SE +/- 0.13, N = 3 SE +/- 0.22, N = 3 SE +/- 0.04, N = 3 SE +/- 0.31, N = 3 SE +/- 0.31, N = 3 SE +/- 0.29, N = 3 SE +/- 0.29, N = 3 SE +/- 0.32, N = 3 SE +/- 0.40, N = 4 SE +/- 0.38, N = 4 SE +/- 0.25, N = 3 SE +/- 0.19, N = 3 213.49 97.83 109.50 138.33 148.84 60.92 108.56 151.71 159.43 190.14 80.68 115.70 120.84 135.31 143.22 172.73 204.35 202.42 221.49 243.51 265.91 353.54 355.85
clpeak OpenCL Test: Double-Precision Double OpenBenchmarking.org GFLOPS, More Is Better clpeak OpenCL Test: Double-Precision Double GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 120 240 360 480 600 SE +/- 0.17, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.11, N = 3 SE +/- 0.14, N = 3 SE +/- 0.14, N = 4 SE +/- 0.23, N = 3 SE +/- 0.38, N = 4 SE +/- 0.06, N = 3 SE +/- 0.60, N = 3 SE +/- 0.27, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.46, N = 3 SE +/- 0.58, N = 3 SE +/- 0.69, N = 3 SE +/- 0.71, N = 3 SE +/- 0.00, N = 3 SE +/- 0.91, N = 3 SE +/- 0.03, N = 3 SE +/- 1.30, N = 3 SE +/- 1.32, N = 3 69.87 92.41 137.48 159.72 197.23 219.42 84.60 150.68 223.60 242.70 298.46 109.20 157.98 168.56 172.49 184.34 232.17 261.89 267.79 308.86 345.11 376.32 522.22 548.26 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: NDT Mapping OpenBenchmarking.org Test Cases Per Minute, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: NDT Mapping GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 130 260 390 520 650 SE +/- 0.81, N = 3 SE +/- 1.45, N = 3 SE +/- 0.21, N = 3 SE +/- 4.39, N = 3 SE +/- 3.12, N = 3 SE +/- 0.63, N = 3 SE +/- 0.39, N = 3 SE +/- 2.81, N = 3 SE +/- 0.12, N = 3 SE +/- 1.76, N = 3 SE +/- 1.09, N = 3 SE +/- 2.73, N = 3 SE +/- 5.64, N = 3 517.14 534.85 552.68 563.13 557.20 570.77 575.45 579.36 589.63 599.64 599.70 606.75 590.63 1. (CXX) g++ options: -O3 -m64 -std=c++11 -lcudadevrt -lcudart_static -lrt -lpthread -ldl
ArrayFire Test: BLAS OpenCL OpenBenchmarking.org GFLOPS, More Is Better ArrayFire 3.7 Test: BLAS OpenCL GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 1100 2200 3300 4400 5500 SE +/- 1.10, N = 4 SE +/- 0.80, N = 4 SE +/- 1.45, N = 4 SE +/- 10.36, N = 4 SE +/- 8.83, N = 4 SE +/- 10.31, N = 4 SE +/- 1.56, N = 4 SE +/- 2.50, N = 4 SE +/- 4.04, N = 4 SE +/- 1.17, N = 4 SE +/- 10.96, N = 4 SE +/- 1.92, N = 4 SE +/- 1.69, N = 4 SE +/- 1.22, N = 4 SE +/- 3.01, N = 4 SE +/- 3.15, N = 4 SE +/- 5.03, N = 4 SE +/- 4.79, N = 4 SE +/- 11.45, N = 4 SE +/- 1.43, N = 4 SE +/- 10.88, N = 4 SE +/- 9.77, N = 4 SE +/- 13.92, N = 4 SE +/- 17.72, N = 4 1019.48 1303.04 2457.73 2826.16 2438.97 3699.51 1639.08 2856.38 2905.88 4304.76 5091.86 1128.39 1607.77 1712.37 1765.01 1877.32 2321.09 2622.04 2680.69 3047.42 3358.20 3673.83 4836.62 5040.58 1. (CXX) g++ options: -rdynamic
Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: Euclidean Cluster OpenBenchmarking.org Test Cases Per Minute, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: Euclidean Cluster GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 300 600 900 1200 1500 SE +/- 13.18, N = 3 SE +/- 1.80, N = 3 SE +/- 2.99, N = 3 SE +/- 1.10, N = 3 SE +/- 15.93, N = 3 SE +/- 0.86, N = 3 SE +/- 6.85, N = 3 SE +/- 8.38, N = 3 SE +/- 4.73, N = 3 SE +/- 7.67, N = 3 SE +/- 2.36, N = 3 SE +/- 0.94, N = 4 SE +/- 2.43, N = 4 SE +/- 2.01, N = 4 SE +/- 0.96, N = 4 SE +/- 1.42, N = 4 SE +/- 2.06, N = 4 SE +/- 1.47, N = 4 SE +/- 1.75, N = 4 SE +/- 2.13, N = 4 SE +/- 2.02, N = 4 SE +/- 2.29, N = 4 SE +/- 0.89, N = 4 SE +/- 2.28, N = 4 980.33 982.72 979.33 1019.04 976.75 956.54 1219.99 1253.43 1231.44 1204.77 1218.56 1415.67 1456.66 1452.41 1466.24 1465.39 1468.39 1475.24 1462.96 1444.27 1441.29 1448.46 1436.62 1434.17 1. (CXX) g++ options: -O3 -m64 -std=c++11 -lcudadevrt -lcudart_static -lrt -lpthread -ldl
NAMD CUDA ATPase Simulation - 327,506 Atoms OpenBenchmarking.org days/ns, Fewer Is Better NAMD CUDA 2.14 ATPase Simulation - 327,506 Atoms GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.1339 0.2678 0.4017 0.5356 0.6695 SE +/- 0.00145, N = 3 SE +/- 0.00332, N = 3 SE +/- 0.00170, N = 3 SE +/- 0.00291, N = 3 SE +/- 0.00163, N = 4 SE +/- 0.00182, N = 4 SE +/- 0.00392, N = 3 SE +/- 0.00077, N = 3 SE +/- 0.00276, N = 4 SE +/- 0.00101, N = 4 SE +/- 0.00174, N = 4 SE +/- 0.00088, N = 3 SE +/- 0.00061, N = 4 SE +/- 0.00142, N = 4 SE +/- 0.00026, N = 4 SE +/- 0.00217, N = 4 SE +/- 0.00144, N = 4 SE +/- 0.00060, N = 4 SE +/- 0.00191, N = 4 SE +/- 0.00025, N = 4 SE +/- 0.00054, N = 4 SE +/- 0.00097, N = 4 SE +/- 0.00046, N = 4 SE +/- 0.00134, N = 4 0.59513 0.50785 0.36071 0.33566 0.29138 0.27103 0.53233 0.30957 0.24022 0.22300 0.22426 0.34503 0.26211 0.24290 0.23177 0.22800 0.20635 0.20057 0.20362 0.19625 0.19265 0.19329 0.19082 0.19195
PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 200 400 600 800 1000 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 SE +/- 0.11, N = 4 SE +/- 0.41, N = 4 SE +/- 0.57, N = 4 SE +/- 0.30, N = 4 SE +/- 0.09, N = 3 SE +/- 0.09, N = 4 SE +/- 0.44, N = 4 SE +/- 0.07, N = 4 SE +/- 0.35, N = 4 SE +/- 0.34, N = 4 SE +/- 0.08, N = 4 SE +/- 0.07, N = 4 SE +/- 0.17, N = 4 SE +/- 0.06, N = 4 SE +/- 0.19, N = 4 SE +/- 0.28, N = 5 SE +/- 0.29, N = 5 SE +/- 0.28, N = 5 SE +/- 0.58, N = 5 SE +/- 0.50, N = 5 SE +/- 1.41, N = 5 SE +/- 0.80, N = 5 111.25 143.15 203.08 228.46 267.88 294.10 130.66 227.23 314.83 331.84 398.82 201.27 269.17 289.42 298.77 313.08 390.07 438.26 444.84 500.26 544.54 588.04 753.75 775.69
Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: Euclidean Cluster OpenBenchmarking.org Test Cases Per Minute, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: Euclidean Cluster GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 500 1000 1500 2000 2500 SE +/- 1.01, N = 4 SE +/- 2.79, N = 4 SE +/- 1.83, N = 4 SE +/- 2.91, N = 5 SE +/- 5.50, N = 4 SE +/- 3.18, N = 4 SE +/- 6.06, N = 4 SE +/- 3.33, N = 5 SE +/- 7.62, N = 5 SE +/- 0.67, N = 5 SE +/- 5.86, N = 5 SE +/- 8.11, N = 4 SE +/- 1.34, N = 5 SE +/- 9.93, N = 5 SE +/- 3.67, N = 5 SE +/- 6.33, N = 5 SE +/- 6.16, N = 5 SE +/- 4.74, N = 5 SE +/- 9.09, N = 5 SE +/- 4.72, N = 5 SE +/- 4.22, N = 5 SE +/- 6.61, N = 5 SE +/- 5.93, N = 5 SE +/- 9.59, N = 5 1591.64 1778.01 1928.88 1976.41 1908.81 1953.25 1759.04 2076.48 2243.10 2223.78 2345.38 1983.67 2143.59 2174.72 2175.96 2223.07 2263.12 2326.88 2309.01 2264.37 2245.82 2326.55 2268.23 2279.14 1. (CXX) g++ options: -O3 -m64 -std=c++11 -lcudadevrt -lcudart_static -lrt -lpthread -ldl
Rodinia Test: OpenCL Particle Filter OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: OpenCL Particle Filter GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 6 12 18 24 30 SE +/- 0.028, N = 3 SE +/- 0.055, N = 3 SE +/- 0.026, N = 4 SE +/- 0.058, N = 4 SE +/- 0.092, N = 5 SE +/- 0.038, N = 5 SE +/- 0.027, N = 3 SE +/- 0.012, N = 4 SE +/- 0.019, N = 6 SE +/- 0.006, N = 6 SE +/- 0.018, N = 6 SE +/- 0.004, N = 3 SE +/- 0.021, N = 4 SE +/- 0.015, N = 4 SE +/- 0.009, N = 5 SE +/- 0.016, N = 5 SE +/- 0.004, N = 5 SE +/- 0.008, N = 6 SE +/- 0.005, N = 6 SE +/- 0.011, N = 6 SE +/- 0.008, N = 7 SE +/- 0.006, N = 7 SE +/- 0.009, N = 8 SE +/- 0.008, N = 8 23.834 18.409 13.185 11.774 10.071 9.155 21.267 12.002 8.205 7.791 6.457 17.823 12.487 11.893 11.482 10.847 8.836 7.914 7.767 6.837 6.196 5.718 4.414 4.250 1. (CXX) g++ options: -m64 -lm -lcuda -lcudart -lcudadevrt -lcudart_static -lrt -lpthread -ldl
cl-mem Benchmark: Read OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Read GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 120 240 360 480 600 SE +/- 0.00, N = 3 SE +/- 0.80, N = 2 SE +/- 0.02, N = 4 SE +/- 0.08, N = 5 SE +/- 0.17, N = 6 SE +/- 0.20, N = 6 SE +/- 0.00, N = 3 SE +/- 0.02, N = 5 SE +/- 0.03, N = 6 SE +/- 0.03, N = 6 SE +/- 0.08, N = 6 SE +/- 0.04, N = 4 SE +/- 0.04, N = 5 SE +/- 0.02, N = 5 SE +/- 0.07, N = 7 SE +/- 0.07, N = 6 SE +/- 0.08, N = 7 SE +/- 0.13, N = 8 SE +/- 0.10, N = 8 SE +/- 0.09, N = 8 SE +/- 0.42, N = 8 SE +/- 0.11, N = 8 SE +/- 0.13, N = 8 SE +/- 0.13, N = 9 90.3 81.5 144.6 165.3 266.0 243.5 95.2 154.4 206.2 206.2 229.6 108.7 167.0 163.9 296.6 251.2 297.4 396.8 396.9 396.8 396.5 437.6 545.7 567.7 1. (CC) gcc options: -O2 -flto -lOpenCL
cl-mem Benchmark: Write OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Write GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 110 220 330 440 550 SE +/- 0.12, N = 3 SE +/- 0.03, N = 3 SE +/- 0.15, N = 4 SE +/- 0.20, N = 5 SE +/- 0.14, N = 6 SE +/- 0.08, N = 6 SE +/- 0.03, N = 3 SE +/- 0.02, N = 5 SE +/- 0.03, N = 6 SE +/- 0.03, N = 6 SE +/- 0.09, N = 6 SE +/- 0.02, N = 4 SE +/- 0.04, N = 5 SE +/- 0.04, N = 5 SE +/- 0.36, N = 7 SE +/- 0.14, N = 6 SE +/- 0.46, N = 7 SE +/- 0.29, N = 8 SE +/- 0.29, N = 8 SE +/- 0.29, N = 8 SE +/- 0.51, N = 8 SE +/- 0.27, N = 8 SE +/- 0.21, N = 8 SE +/- 0.97, N = 9 84.9 77.7 136.3 159.1 245.9 237.6 91.2 148.1 199.5 198.2 225.6 104.4 145.8 157.3 240.7 223.9 258.7 341.3 328.5 322.9 338.1 352.9 449.5 491.7 1. (CC) gcc options: -O2 -flto -lOpenCL
cl-mem Benchmark: Copy OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Copy GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 70 140 210 280 350 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 4 SE +/- 0.02, N = 5 SE +/- 0.07, N = 6 SE +/- 0.11, N = 6 SE +/- 0.00, N = 3 SE +/- 0.02, N = 5 SE +/- 0.02, N = 6 SE +/- 0.03, N = 6 SE +/- 0.02, N = 6 SE +/- 0.00, N = 4 SE +/- 0.00, N = 5 SE +/- 0.17, N = 5 SE +/- 0.05, N = 7 SE +/- 0.06, N = 6 SE +/- 0.06, N = 7 SE +/- 0.06, N = 8 SE +/- 0.09, N = 8 SE +/- 0.07, N = 8 SE +/- 0.06, N = 8 SE +/- 0.05, N = 8 SE +/- 0.10, N = 8 SE +/- 0.08, N = 9 78.5 72.8 125.9 145.0 217.8 214.4 87.9 138.5 183.3 184.1 207.4 99.2 143.8 145.9 240.2 211.1 239.4 288.0 284.4 292.1 290.0 301.7 324.0 322.7 1. (CC) gcc options: -O2 -flto -lOpenCL
MandelGPU OpenCL Device: GPU OpenBenchmarking.org Samples/sec, More Is Better MandelGPU 1.3pts1 OpenCL Device: GPU GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 100M 200M 300M 400M 500M SE +/- 40239.48, N = 3 SE +/- 68943.82, N = 4 SE +/- 113731.50, N = 5 SE +/- 4075144.18, N = 15 SE +/- 353641.55, N = 6 SE +/- 479054.57, N = 6 SE +/- 67025.37, N = 4 SE +/- 339240.54, N = 6 SE +/- 327094.24, N = 7 SE +/- 459096.61, N = 7 SE +/- 528438.95, N = 8 SE +/- 92918.17, N = 6 SE +/- 421595.14, N = 7 SE +/- 481764.73, N = 7 SE +/- 173522.04, N = 7 SE +/- 340263.98, N = 7 SE +/- 1119740.36, N = 8 SE +/- 1074135.38, N = 8 SE +/- 2064512.42, N = 8 SE +/- 1663935.40, N = 9 SE +/- 1245853.73, N = 9 SE +/- 2703218.20, N = 9 SE +/- 2765042.11, N = 10 SE +/- 2829613.77, N = 10 61530230.3 79940246.7 113624502.0 121139566.8 148357386.1 162891036.9 75842143.4 130290433.8 184077179.7 194875210.8 231826397.8 132266243.9 186025762.6 193795979.5 200846066.4 210891296.2 252924048.7 281931310.0 284631717.4 323061985.4 345359936.4 374422420.6 448915216.6 480798376.6 1. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL
PlaidML FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 600 1200 1800 2400 3000 SE +/- 0.31, N = 5 SE +/- 0.57, N = 6 SE +/- 0.24, N = 6 SE +/- 0.78, N = 6 SE +/- 2.34, N = 5 SE +/- 3.21, N = 7 SE +/- 0.93, N = 6 SE +/- 2.10, N = 6 SE +/- 3.20, N = 7 SE +/- 0.31, N = 7 SE +/- 1.79, N = 7 SE +/- 0.63, N = 7 SE +/- 0.88, N = 6 SE +/- 1.27, N = 7 SE +/- 0.83, N = 7 SE +/- 1.12, N = 7 SE +/- 0.92, N = 7 SE +/- 3.83, N = 8 SE +/- 3.47, N = 8 SE +/- 2.51, N = 8 SE +/- 2.80, N = 7 SE +/- 6.26, N = 8 SE +/- 1.82, N = 7 SE +/- 1.27, N = 8 508.66 609.16 910.91 1053.49 1290.48 1369.20 594.41 987.07 1392.46 1485.78 1665.72 814.50 1080.43 1199.66 1380.68 1427.43 1719.71 2012.37 1996.60 2287.03 2322.39 2432.73 2751.85 2856.83
PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 500 1000 1500 2000 2500 SE +/- 0.17, N = 6 SE +/- 0.05, N = 6 SE +/- 0.28, N = 7 SE +/- 0.69, N = 7 SE +/- 0.66, N = 8 SE +/- 0.79, N = 8 SE +/- 0.34, N = 6 SE +/- 0.68, N = 7 SE +/- 1.14, N = 8 SE +/- 0.27, N = 8 SE +/- 0.60, N = 8 SE +/- 0.31, N = 7 SE +/- 0.61, N = 7 SE +/- 0.61, N = 7 SE +/- 1.11, N = 8 SE +/- 0.87, N = 8 SE +/- 2.01, N = 8 SE +/- 1.35, N = 8 SE +/- 1.79, N = 8 SE +/- 1.66, N = 8 SE +/- 1.77, N = 8 SE +/- 1.80, N = 9 SE +/- 1.58, N = 8 SE +/- 2.36, N = 8 408.28 434.07 716.82 810.50 1029.36 1106.29 481.31 775.73 1052.64 1070.90 1154.13 573.67 740.17 858.90 1080.11 1038.86 1285.58 1585.76 1575.65 1712.75 1726.60 1815.92 2406.16 2544.67
FinanceBench Benchmark: Monte-Carlo OpenCL OpenBenchmarking.org ms, Fewer Is Better FinanceBench 2016-06-06 Benchmark: Monte-Carlo OpenCL GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 300 600 900 1200 1500 SE +/- 0.024977, N = 9 SE +/- 0.042376, N = 9 SE +/- 1.034930, N = 7 SE +/- 0.367985, N = 8 SE +/- 0.287953, N = 8 SE +/- 0.570026, N = 8 SE +/- 0.754451, N = 7 SE +/- 0.445319, N = 7 SE +/- 0.409086, N = 7 SE +/- 0.217923, N = 8 SE +/- 0.481963, N = 7 SE +/- 2.023658, N = 7 SE +/- 0.533801, N = 7 SE +/- 0.790748, N = 8 SE +/- 0.488651, N = 8 SE +/- 0.519549, N = 8 SE +/- 1.146962, N = 8 SE +/- 1.739449, N = 8 SE +/- 0.935750, N = 8 SE +/- 0.343146, N = 8 SE +/- 0.614932, N = 8 SE +/- 0.455030, N = 8 SE +/- 0.595119, N = 8 SE +/- 1.197236, N = 8 4.919000 4.911000 841.188581 749.288002 660.548249 624.175743 1214.994001 894.084865 697.546291 754.284012 921.684152 895.430429 1087.168126 606.699883 594.438004 654.815865 528.367744 367.022003 377.722500 400.383625 406.042122 413.845127 319.914127 277.232121 1. (CXX) g++ options: -O3 -lOpenCL
Darktable Test: Boat - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.0.1 Test: Boat - Acceleration: OpenCL GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 3 6 9 12 15 SE +/- 0.031, N = 4 SE +/- 0.046, N = 4 SE +/- 0.014, N = 7 SE +/- 0.014, N = 8 SE +/- 0.013, N = 8 SE +/- 0.035, N = 4 SE +/- 0.042, N = 4 SE +/- 0.012, N = 8 SE +/- 0.009, N = 9 SE +/- 0.012, N = 8 SE +/- 0.006, N = 9 SE +/- 0.022, N = 4 SE +/- 0.027, N = 7 SE +/- 0.007, N = 8 SE +/- 0.010, N = 9 SE +/- 0.006, N = 9 SE +/- 0.004, N = 9 SE +/- 0.007, N = 10 SE +/- 0.007, N = 10 SE +/- 0.009, N = 10 SE +/- 0.003, N = 10 SE +/- 0.006, N = 10 SE +/- 0.007, N = 10 SE +/- 0.008, N = 9 12.392 12.400 4.311 3.764 3.017 12.388 12.307 3.517 2.709 2.741 2.546 12.406 5.070 3.173 2.607 2.757 2.092 1.794 1.776 1.780 1.742 1.680 1.492 1.491
Darktable Test: Masskrug - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.0.1 Test: Masskrug - Acceleration: OpenCL GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 1.0701 2.1402 3.2103 4.2804 5.3505 SE +/- 0.011, N = 7 SE +/- 0.023, N = 7 SE +/- 0.022, N = 7 SE +/- 0.023, N = 7 SE +/- 0.012, N = 8 SE +/- 0.019, N = 7 SE +/- 0.014, N = 7 SE +/- 0.009, N = 8 SE +/- 0.008, N = 8 SE +/- 0.016, N = 8 SE +/- 0.011, N = 8 SE +/- 0.018, N = 7 SE +/- 0.023, N = 7 SE +/- 0.012, N = 8 SE +/- 0.011, N = 8 SE +/- 0.012, N = 8 SE +/- 0.014, N = 8 SE +/- 0.015, N = 9 SE +/- 0.009, N = 9 SE +/- 0.009, N = 8 SE +/- 0.019, N = 8 SE +/- 0.014, N = 9 SE +/- 0.009, N = 9 SE +/- 0.011, N = 8 4.307 4.281 4.610 4.543 3.227 4.324 4.294 3.169 2.974 2.998 2.974 4.329 4.756 3.097 3.030 3.091 2.835 2.763 2.744 2.804 2.794 2.764 2.755 2.792
Darktable Test: Server Room - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.0.1 Test: Server Room - Acceleration: OpenCL GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.8323 1.6646 2.4969 3.3292 4.1615 SE +/- 0.006, N = 7 SE +/- 0.009, N = 8 SE +/- 0.017, N = 8 SE +/- 0.004, N = 8 SE +/- 0.002, N = 10 SE +/- 0.008, N = 7 SE +/- 0.008, N = 7 SE +/- 0.002, N = 10 SE +/- 0.004, N = 10 SE +/- 0.001, N = 10 SE +/- 0.003, N = 10 SE +/- 0.003, N = 7 SE +/- 0.006, N = 8 SE +/- 0.001, N = 10 SE +/- 0.002, N = 10 SE +/- 0.002, N = 10 SE +/- 0.001, N = 11 SE +/- 0.001, N = 11 SE +/- 0.001, N = 11 SE +/- 0.002, N = 11 SE +/- 0.001, N = 11 SE +/- 0.001, N = 11 SE +/- 0.002, N = 11 SE +/- 0.002, N = 11 3.684 3.672 2.862 2.730 1.398 3.699 3.677 1.301 1.112 1.166 1.095 3.693 2.903 1.195 1.082 1.166 0.844 0.777 0.772 0.821 0.818 0.809 0.759 0.767
ArrayFire Test: Conjugate Gradient OpenCL OpenBenchmarking.org ms, Fewer Is Better ArrayFire 3.7 Test: Conjugate Gradient OpenCL GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 3 6 9 12 15 SE +/- 0.002, N = 10 SE +/- 0.002, N = 10 SE +/- 0.002, N = 9 SE +/- 0.002, N = 10 SE +/- 0.006, N = 10 SE +/- 0.007, N = 10 SE +/- 0.005, N = 10 SE +/- 0.003, N = 10 SE +/- 0.004, N = 10 SE +/- 0.001, N = 10 SE +/- 0.002, N = 10 SE +/- 0.003, N = 10 SE +/- 0.002, N = 10 SE +/- 0.002, N = 10 SE +/- 0.001, N = 10 SE +/- 0.001, N = 10 SE +/- 0.002, N = 10 SE +/- 0.001, N = 10 SE +/- 0.002, N = 10 SE +/- 0.001, N = 10 SE +/- 0.001, N = 10 SE +/- 0.001, N = 10 SE +/- 0.005, N = 10 SE +/- 0.001, N = 10 8.349 8.968 5.400 4.904 3.622 3.917 7.775 5.000 4.077 3.814 3.387 6.808 4.445 4.541 2.642 3.068 2.659 2.083 2.097 2.071 2.075 1.900 1.677 1.666 1. (CXX) g++ options: -rdynamic
clpeak OpenCL Test: Integer Compute INT OpenBenchmarking.org GIOPS, More Is Better clpeak OpenCL Test: Integer Compute INT GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 3K 6K 9K 12K 15K SE +/- 4.46, N = 15 SE +/- 3.50, N = 9 SE +/- 8.78, N = 10 SE +/- 1.81, N = 8 SE +/- 8.22, N = 9 SE +/- 10.01, N = 9 SE +/- 10.24, N = 15 SE +/- 10.83, N = 15 SE +/- 6.03, N = 12 SE +/- 0.30, N = 10 SE +/- 7.00, N = 10 SE +/- 1.93, N = 13 SE +/- 41.07, N = 15 SE +/- 10.20, N = 12 SE +/- 6.44, N = 12 SE +/- 49.36, N = 15 SE +/- 65.66, N = 15 SE +/- 81.72, N = 15 SE +/- 83.63, N = 15 SE +/- 66.40, N = 12 SE +/- 51.79, N = 12 SE +/- 58.52, N = 13 SE +/- 23.37, N = 12 SE +/- 169.21, N = 15 593.76 789.99 1145.14 1306.51 1612.52 1757.81 719.46 1275.12 1695.79 2076.45 2430.55 2641.38 4128.39 4338.67 4280.55 4734.36 5356.84 6930.21 7133.77 8484.41 9141.23 10266.72 13629.37 13783.93 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
ViennaCL OpenCL LU Factorization OpenBenchmarking.org GFLOPS, More Is Better ViennaCL 1.4.2 OpenCL LU Factorization GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 20 40 60 80 100 SE +/- 0.19, N = 10 SE +/- 0.19, N = 10 SE +/- 0.20, N = 10 SE +/- 0.29, N = 11 SE +/- 0.25, N = 11 SE +/- 0.23, N = 11 SE +/- 0.14, N = 10 SE +/- 0.32, N = 11 SE +/- 0.23, N = 11 SE +/- 0.38, N = 11 SE +/- 0.21, N = 11 SE +/- 0.21, N = 11 SE +/- 0.27, N = 11 SE +/- 0.25, N = 11 SE +/- 0.37, N = 11 SE +/- 0.37, N = 11 SE +/- 0.29, N = 11 SE +/- 0.24, N = 11 SE +/- 0.47, N = 11 SE +/- 0.44, N = 11 SE +/- 0.38, N = 11 SE +/- 0.41, N = 11 SE +/- 0.39, N = 11 SE +/- 0.57, N = 11 47.29 52.92 60.20 61.94 64.54 65.95 51.34 61.65 66.21 69.18 70.69 62.96 67.93 67.82 68.15 70.03 73.31 72.50 72.57 74.45 74.73 76.10 75.79 76.64 1. (CXX) g++ options: -rdynamic -lOpenCL
clpeak OpenCL Test: Global Memory Bandwidth OpenBenchmarking.org GBPS, More Is Better clpeak OpenCL Test: Global Memory Bandwidth GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 110 220 330 440 550 SE +/- 0.02, N = 13 SE +/- 0.01, N = 13 SE +/- 0.02, N = 12 SE +/- 0.01, N = 13 SE +/- 0.13, N = 15 SE +/- 0.09, N = 9 SE +/- 0.07, N = 11 SE +/- 0.04, N = 10 SE +/- 0.04, N = 11 SE +/- 0.01, N = 11 SE +/- 0.11, N = 15 SE +/- 0.06, N = 12 SE +/- 0.02, N = 13 SE +/- 0.06, N = 11 SE +/- 0.16, N = 12 SE +/- 0.12, N = 12 SE +/- 0.15, N = 12 SE +/- 0.06, N = 13 SE +/- 0.05, N = 13 SE +/- 0.10, N = 13 SE +/- 0.07, N = 13 SE +/- 0.14, N = 13 SE +/- 0.46, N = 12 SE +/- 0.05, N = 13 90.18 82.23 144.56 165.29 264.74 246.43 92.34 147.66 197.20 198.18 223.14 105.31 156.86 158.15 276.35 234.91 276.94 368.94 369.30 369.62 369.23 405.92 506.90 530.79 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak OpenCL Test: Single-Precision Float OpenBenchmarking.org GFLOPS, More Is Better clpeak OpenCL Test: Single-Precision Float GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 3K 6K 9K 12K 15K SE +/- 28.68, N = 15 SE +/- 19.60, N = 13 SE +/- 48.39, N = 15 SE +/- 36.45, N = 13 SE +/- 62.62, N = 15 SE +/- 71.02, N = 15 SE +/- 51.80, N = 15 SE +/- 76.28, N = 15 SE +/- 112.12, N = 15 SE +/- 3.15, N = 13 SE +/- 104.59, N = 15 SE +/- 21.41, N = 13 SE +/- 49.35, N = 15 SE +/- 27.06, N = 12 SE +/- 43.47, N = 15 SE +/- 56.79, N = 15 SE +/- 67.09, N = 15 SE +/- 85.70, N = 15 SE +/- 92.93, N = 15 SE +/- 77.74, N = 15 SE +/- 73.37, N = 15 SE +/- 38.81, N = 13 SE +/- 177.79, N = 15 SE +/- 206.22, N = 15 1974.96 2604.97 3874.98 4472.77 5512.89 6121.76 2331.18 4110.71 6093.02 6788.40 8218.62 2673.64 4123.66 4543.64 4440.23 4778.23 5417.55 7034.77 7265.91 8540.73 9161.18 10264.38 13536.25 14178.85 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 GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 3K 6K 9K 12K 15K SE +/- 0.33, N = 7 SE +/- 1.19, N = 9 SE +/- 30.05, N = 15 SE +/- 2.31, N = 11 SE +/- 3.04, N = 11 SE +/- 0.12, N = 12 SE +/- 0.29, N = 13 SE +/- 0.26, N = 13 SE +/- 0.25, N = 13 SE +/- 2.28, N = 13 SE +/- 3.59, N = 13 SE +/- 0.94, N = 14 SE +/- 0.92, N = 14 SE +/- 5.98, N = 14 SE +/- 56.09, N = 15 SE +/- 134.69, N = 15 SE +/- 556.93, N = 15 SE +/- 595.40, N = 15 2379.01 4167.41 6174.80 6647.94 8182.72 3474.17 4993.92 5313.33 5440.74 5888.78 7339.39 8264.66 8435.23 9754.99 10845.36 11685.95 14734.03 15103.61 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: NVIDIA CUDA - Benchmark: Double Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Double Precision GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 90 180 270 360 450 SE +/- 0.03, N = 7 SE +/- 0.00, N = 9 SE +/- 0.10, N = 11 SE +/- 0.35, N = 11 SE +/- 0.03, N = 11 SE +/- 0.06, N = 12 SE +/- 0.13, N = 13 SE +/- 0.10, N = 13 SE +/- 0.66, N = 15 SE +/- 0.08, N = 13 SE +/- 0.01, N = 13 SE +/- 0.23, N = 14 SE +/- 0.27, N = 14 SE +/- 0.15, N = 15 SE +/- 0.22, N = 15 SE +/- 0.96, N = 15 SE +/- 10.76, N = 15 SE +/- 15.67, N = 15 84.55 151.63 225.05 240.92 296.09 92.37 133.88 141.36 144.14 157.14 196.30 221.80 226.21 260.97 291.56 315.61 409.46 413.66 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: NVIDIA CUDA - Benchmark: Integer OpenBenchmarking.org GIOPS, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Integer GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 3K 6K 9K 12K 15K SE +/- 0.18, N = 7 SE +/- 2.01, N = 9 SE +/- 3.28, N = 11 SE +/- 0.87, N = 11 SE +/- 1.56, N = 11 SE +/- 0.11, N = 12 SE +/- 0.38, N = 13 SE +/- 0.22, N = 13 SE +/- 4.94, N = 15 SE +/- 0.35, N = 13 SE +/- 4.65, N = 13 SE +/- 49.03, N = 15 SE +/- 0.55, N = 14 SE +/- 0.98, N = 14 SE +/- 7.76, N = 14 SE +/- 1.56, N = 14 SE +/- 264.51, N = 15 SE +/- 458.60, N = 15 667.90 1187.72 1764.63 1887.61 2326.09 3108.84 4492.32 4753.11 4866.61 5271.34 6539.81 7348.91 7540.28 8722.28 9732.48 10562.99 14103.79 14426.11 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: NVIDIA CUDA - Benchmark: Half Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Half Precision GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 7K 14K 21K 28K 35K SE +/- 0.01, N = 7 SE +/- 0.02, N = 9 SE +/- 0.02, N = 11 SE +/- 0.07, N = 11 SE +/- 0.10, N = 11 SE +/- 0.56, N = 12 SE +/- 0.94, N = 13 SE +/- 53.59, N = 15 SE +/- 15.42, N = 13 SE +/- 0.43, N = 13 SE +/- 7.32, N = 13 SE +/- 1.95, N = 14 SE +/- 1.36, N = 14 SE +/- 1.10, N = 14 SE +/- 10.25, N = 14 SE +/- 15.07, N = 15 SE +/- 601.15, N = 15 SE +/- 939.79, N = 15 42.39 75.77 113.32 121.42 149.35 6948.33 10057.46 10568.46 10862.90 11787.37 14646.46 16507.06 16838.72 19501.67 21764.40 23628.78 31492.24 32084.79 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: OpenCL - Benchmark: Single Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Single Precision GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 3K 6K 9K 12K 15K SE +/- 0.35, N = 11 SE +/- 1.32, N = 15 SE +/- 0.70, N = 11 SE +/- 23.81, N = 15 SE +/- 4.87, N = 13 SE +/- 9.14, N = 14 SE +/- 1.64, N = 13 SE +/- 2.22, N = 13 SE +/- 12.17, N = 15 SE +/- 2.95, N = 12 SE +/- 11.17, N = 14 SE +/- 0.54, N = 12 SE +/- 1.39, N = 13 SE +/- 5.87, N = 13 SE +/- 8.38, N = 13 SE +/- 6.62, N = 13 SE +/- 6.45, N = 13 SE +/- 2.35, N = 13 SE +/- 10.00, N = 13 SE +/- 4.39, N = 14 SE +/- 14.62, N = 14 SE +/- 8.02, N = 14 SE +/- 66.33, N = 15 SE +/- 619.26, N = 15 2149.60 2779.32 4141.79 4683.96 5844.90 6463.10 2561.98 4355.28 6476.92 7018.90 8520.97 3441.36 4943.06 5259.29 5462.59 5821.19 7222.28 8159.15 8357.96 9630.83 10812.52 11758.65 16061.09 15032.47 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: OpenCL - Benchmark: Integer OpenBenchmarking.org GIOPS, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Integer GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 4K 8K 12K 16K 20K SE +/- 0.55, N = 15 SE +/- 0.81, N = 12 SE +/- 0.40, N = 13 SE +/- 5.50, N = 15 SE +/- 1.27, N = 13 SE +/- 1.23, N = 14 SE +/- 2.02, N = 12 SE +/- 2.70, N = 14 SE +/- 0.96, N = 13 SE +/- 0.83, N = 14 SE +/- 6.51, N = 15 SE +/- 0.52, N = 12 SE +/- 0.38, N = 13 SE +/- 0.61, N = 13 SE +/- 7.30, N = 13 SE +/- 50.53, N = 15 SE +/- 14.13, N = 13 SE +/- 2.40, N = 13 SE +/- 1.82, N = 13 SE +/- 1.47, N = 14 SE +/- 1.20, N = 14 SE +/- 11.48, N = 14 SE +/- 11.06, N = 14 SE +/- 63.55, N = 15 625.55 828.80 1215.75 1389.90 1711.03 1911.01 771.53 1354.14 2019.08 2157.31 2655.58 3466.72 4975.18 5303.51 5432.40 5803.63 7275.33 8218.02 8362.86 9696.38 10930.56 11752.11 16323.94 16979.99 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
NeatBench Acceleration: GPU OpenBenchmarking.org FPS, More Is Better NeatBench 5 Acceleration: GPU GTX 950 GTX 960 GTX 970 GTX 980 GTX 1070 GTX 1080 GTX 1650 GTX 1660 RTX 2060 RTX 2070 RTX 2080 TITAN RTX 11 22 33 44 55 SE +/- 0.02, N = 13 SE +/- 0.01, N = 13 SE +/- 0.05, N = 13 SE +/- 0.04, N = 13 SE +/- 0.13, N = 13 SE +/- 0.04, N = 13 SE +/- 0.05, N = 13 SE +/- 0.06, N = 13 SE +/- 0.23, N = 14 SE +/- 0.26, N = 13 SE +/- 0.11, N = 15 SE +/- 0.02, N = 13 9.54 9.53 15.40 17.30 21.50 24.60 12.80 18.60 28.30 35.80 38.30 48.10
Mixbench Backend: OpenCL - Benchmark: Double Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Double Precision GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 100 200 300 400 500 SE +/- 0.12, N = 11 SE +/- 0.07, N = 12 SE +/- 0.16, N = 13 SE +/- 0.18, N = 13 SE +/- 0.12, N = 13 SE +/- 0.07, N = 14 SE +/- 0.02, N = 12 SE +/- 0.23, N = 13 SE +/- 0.06, N = 13 SE +/- 0.08, N = 14 SE +/- 0.15, N = 14 SE +/- 0.01, N = 12 SE +/- 0.15, N = 13 SE +/- 0.14, N = 13 SE +/- 0.22, N = 13 SE +/- 0.12, N = 13 SE +/- 0.00, N = 13 SE +/- 0.01, N = 13 SE +/- 0.11, N = 15 SE +/- 0.00, N = 14 SE +/- 0.56, N = 14 SE +/- 0.08, N = 15 SE +/- 0.56, N = 15 SE +/- 1.13, N = 14 69.78 93.01 137.20 159.33 197.44 221.88 84.78 150.48 224.82 241.99 296.66 91.77 132.75 141.25 144.30 155.78 194.80 222.15 226.65 259.11 290.13 315.03 436.81 454.37 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Darktable Test: Server Rack - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.0.1 Test: Server Rack - Acceleration: OpenCL GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.0432 0.0864 0.1296 0.1728 0.216 SE +/- 0.004, N = 15 SE +/- 0.004, N = 15 SE +/- 0.001, N = 15 SE +/- 0.001, N = 13 SE +/- 0.001, N = 15 SE +/- 0.003, N = 15 SE +/- 0.004, N = 15 SE +/- 0.001, N = 13 SE +/- 0.001, N = 15 SE +/- 0.000, N = 13 SE +/- 0.001, N = 13 SE +/- 0.000, N = 13 SE +/- 0.001, N = 15 SE +/- 0.001, N = 13 SE +/- 0.000, N = 13 SE +/- 0.001, N = 15 SE +/- 0.001, N = 13 SE +/- 0.001, N = 13 SE +/- 0.001, N = 13 SE +/- 0.000, N = 13 SE +/- 0.001, N = 15 SE +/- 0.001, N = 15 SE +/- 0.001, N = 13 SE +/- 0.000, N = 13 0.191 0.191 0.163 0.162 0.164 0.189 0.192 0.124 0.117 0.117 0.111 0.185 0.121 0.113 0.104 0.106 0.104 0.101 0.102 0.098 0.099 0.099 0.100 0.103
FinanceBench Benchmark: Black-Scholes OpenCL OpenBenchmarking.org ms, Fewer Is Better FinanceBench 2016-06-06 Benchmark: Black-Scholes OpenCL GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 7 14 21 28 35 SE +/- 0.453232, N = 15 SE +/- 0.303704, N = 15 SE +/- 0.003094, N = 15 SE +/- 0.022523, N = 15 SE +/- 0.156028, N = 15 SE +/- 0.004731, N = 14 SE +/- 0.748737, N = 15 SE +/- 0.317433, N = 15 SE +/- 0.209293, N = 15 SE +/- 0.003359, N = 15 SE +/- 0.003290, N = 15 SE +/- 0.002491, N = 14 SE +/- 0.001228, N = 14 SE +/- 0.001244, N = 14 SE +/- 0.001295, N = 14 SE +/- 0.001932, N = 14 SE +/- 0.000959, N = 14 SE +/- 0.015324, N = 15 SE +/- 0.001589, N = 14 SE +/- 0.014259, N = 15 SE +/- 0.001547, N = 14 SE +/- 0.003249, N = 15 SE +/- 0.001717, N = 14 SE +/- 0.001983, N = 15 27.818867 19.513200 14.196000 12.101000 9.596000 9.323000 24.362200 13.340000 8.968000 7.298000 6.981000 24.145285 16.577785 15.259000 15.271000 14.385000 12.555000 10.498000 10.254000 8.263000 7.657000 6.811000 6.020000 5.701000 1. (CXX) g++ options: -O3 -lOpenCL
Darktable GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darktable 3.0.1 GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti 20 40 60 80 100 Min: 10.47 / Avg: 18.88 / Max: 27 Min: 26.04 / Avg: 26.59 / Max: 27.94 Min: 44.92 / Avg: 54.55 / Max: 61.76 Min: 45.9 / Avg: 59.46 / Max: 70.15 Min: 70.33 / Avg: 85.24 / Max: 97.98 Min: 71.89 / Avg: 75.98 / Max: 77.49 Min: 23.72 / Avg: 30.58 / Max: 34.44 Min: 30.97 / Avg: 41.25 / Max: 53.45 Min: 34.81 / Avg: 50.45 / Max: 53.48 Min: 5.77 / Avg: 11.18 / Max: 17.39 Min: 6.66 / Avg: 13.37 / Max: 22.78 Min: 6.84 / Avg: 13.08 / Max: 20.75 Min: 11.31 / Avg: 22.96 / Max: 45.06 Min: 7.51 / Avg: 16.55 / Max: 29.52 Min: 9.65 / Avg: 23.06 / Max: 39.68 Min: 9.56 / Avg: 24.19 / Max: 50.13 Min: 8.22 / Avg: 22.51 / Max: 46.59 Min: 14.87 / Avg: 30.51 / Max: 57.06 Min: 14.65 / Avg: 33.49 / Max: 51.25 Min: 8.94 / Avg: 28.67 / Max: 56.24 Min: 6.57 / Avg: 30.59 / Max: 58.21
Darktable GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darktable 3.0.1 GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti 30 60 90 120 150 Min: 9.9 / Avg: 21.41 / Max: 26.64 Min: 25.18 / Avg: 26.43 / Max: 27.29 Min: 43.59 / Avg: 59.17 / Max: 118.8 Min: 46 / Avg: 67.18 / Max: 135.29 Min: 70.53 / Avg: 89.26 / Max: 158.71 Min: 71.79 / Avg: 74.65 / Max: 77.21 Min: 23.73 / Avg: 37.31 / Max: 109.65 Min: 30.65 / Avg: 49.91 / Max: 120.58 Min: 34.81 / Avg: 57.33 / Max: 146.32 Min: 5.83 / Avg: 13.88 / Max: 17.4 Min: 6.59 / Avg: 26.61 / Max: 61.28 Min: 6.78 / Avg: 21.06 / Max: 80.64 Min: 11.53 / Avg: 36.71 / Max: 115.51 Min: 7.72 / Avg: 27.66 / Max: 97.72 Min: 9.76 / Avg: 38.93 / Max: 117.8 Min: 9.93 / Avg: 43.07 / Max: 113.98 Min: 8.6 / Avg: 39 / Max: 126.15 Min: 15.15 / Avg: 46.43 / Max: 127.94 Min: 16.01 / Avg: 51.9 / Max: 113.68 Min: 9.08 / Avg: 44.42 / Max: 129.55 Min: 6.38 / Avg: 54.08 / Max: 139.42
Darktable GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darktable 3.0.1 GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti 30 60 90 120 150 Min: 9.32 / Avg: 21.27 / Max: 26.67 Min: 25.95 / Avg: 26.38 / Max: 27.3 Min: 45.62 / Avg: 56.87 / Max: 110.95 Min: 45.81 / Avg: 60.2 / Max: 84.15 Min: 70.82 / Avg: 89.07 / Max: 157.34 Min: 71.41 / Avg: 74.35 / Max: 77.02 Min: 23.82 / Avg: 36.3 / Max: 87.2 Min: 31.07 / Avg: 48.77 / Max: 98.98 Min: 35.4 / Avg: 49.74 / Max: 52.36 Min: 5.82 / Avg: 13.26 / Max: 17.32 Min: 6.53 / Avg: 23.96 / Max: 65.39 Min: 6.82 / Avg: 21.22 / Max: 75.11 Min: 11.19 / Avg: 34.69 / Max: 100.93 Min: 7.72 / Avg: 25.06 / Max: 71.63 Min: 9.67 / Avg: 36.13 / Max: 78.64 Min: 10.01 / Avg: 37.11 / Max: 68.3 Min: 9.43 / Avg: 34.67 / Max: 79.14 Min: 14.78 / Avg: 43.97 / Max: 88.1 Min: 15.76 / Avg: 47.28 / Max: 74.56 Min: 9.59 / Avg: 43.64 / Max: 66.75 Min: 6.19 / Avg: 49.36 / Max: 75.5
Darktable GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darktable 3.0.1 GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti 50 100 150 200 250 Min: 10.56 / Avg: 23.48 / Max: 26.63 Min: 25.19 / Avg: 26.31 / Max: 27.28 Min: 44.34 / Avg: 72.21 / Max: 123.13 Min: 45.32 / Avg: 79.86 / Max: 136.67 Min: 68.12 / Avg: 106.32 / Max: 173.73 Min: 70.92 / Avg: 73.27 / Max: 76.64 Min: 23.64 / Avg: 47.39 / Max: 86.2 Min: 30.5 / Avg: 62.84 / Max: 139.44 Min: 34.13 / Avg: 68.52 / Max: 178.06 Min: 5.87 / Avg: 14.99 / Max: 17.38 Min: 6.6 / Avg: 37.06 / Max: 78.56 Min: 6.75 / Avg: 35.07 / Max: 82.17 Min: 11.4 / Avg: 52.33 / Max: 120.94 Min: 7.82 / Avg: 43.78 / Max: 107.21 Min: 9.73 / Avg: 51.62 / Max: 143.08 Min: 9.63 / Avg: 57.48 / Max: 178.38 Min: 8.41 / Avg: 53.46 / Max: 167.7 Min: 14.63 / Avg: 62.56 / Max: 192.76 Min: 14.88 / Avg: 61.64 / Max: 175.23 Min: 10.23 / Avg: 61.59 / Max: 213.3 Min: 7.03 / Avg: 73.59 / Max: 252.25
Darktable GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darktable 3.0.1 GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti 13 26 39 52 65 Min: 43 / Avg: 44.35 / Max: 46 Min: 47 / Avg: 47.95 / Max: 48 Min: 39 / Avg: 40.31 / Max: 41 Min: 52 / Avg: 52.97 / Max: 53 Min: 65 / Avg: 65.4 / Max: 66 Min: 56 / Avg: 57.57 / Max: 58 Min: 34 / Avg: 34.93 / Max: 36 Min: 40 / Avg: 40.47 / Max: 42 Min: 48 / Avg: 48.62 / Max: 50 Min: 39 / Avg: 39 / Max: 39 Min: 50 / Avg: 50.98 / Max: 51 Min: 32 / Avg: 33.22 / Max: 34 Min: 36 / Avg: 37.08 / Max: 38 Min: 36 / Avg: 37.03 / Max: 38 Min: 45 / Avg: 46.93 / Max: 49 Min: 34 / Avg: 35.91 / Max: 38 Min: 37 / Avg: 37.93 / Max: 39 Min: 35 / Avg: 36.39 / Max: 38 Min: 38 / Avg: 39.1 / Max: 41 Min: 34 / Avg: 35.41 / Max: 37 Min: 46 / Avg: 47.53 / Max: 50 Min: 36 / Avg: 37.28 / Max: 39 Min: 38 / Avg: 39.59 / Max: 41
Darktable GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darktable 3.0.1 GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti 13 26 39 52 65 Min: 44 / Avg: 45.66 / Max: 47 Min: 47 / Avg: 47.88 / Max: 48 Min: 39 / Avg: 40.7 / Max: 44 Min: 51 / Avg: 52.71 / Max: 55 Min: 63 / Avg: 64.9 / Max: 67 Min: 56 / Avg: 56.73 / Max: 58 Min: 34 / Avg: 34.96 / Max: 35 Min: 39 / Avg: 41.59 / Max: 44 Min: 48 / Avg: 49.5 / Max: 51 Min: 39 / Avg: 39.59 / Max: 41 Min: 49 / Avg: 50.58 / Max: 52 Min: 33 / Avg: 33.7 / Max: 34 Min: 38 / Avg: 38.96 / Max: 40 Min: 38 / Avg: 39.17 / Max: 43 Min: 46 / Avg: 51.77 / Max: 59 Min: 36 / Avg: 38.41 / Max: 42 Min: 38 / Avg: 40.25 / Max: 43 Min: 36 / Avg: 38.71 / Max: 41 Min: 40 / Avg: 41.47 / Max: 44 Min: 36 / Avg: 37.29 / Max: 40 Min: 49 / Avg: 50.43 / Max: 52 Min: 37 / Avg: 39.14 / Max: 42 Min: 40 / Avg: 41.51 / Max: 44
Darktable GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darktable 3.0.1 GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti 13 26 39 52 65 Min: 44 / Avg: 46.36 / Max: 47 Min: 47 / Avg: 47.84 / Max: 48 Min: 40 / Avg: 41.38 / Max: 44 Min: 52 / Avg: 53 / Max: 54 Min: 65 / Avg: 65.31 / Max: 67 Min: 55 / Avg: 55.77 / Max: 57 Min: 35 / Avg: 35.32 / Max: 36 Min: 41 / Avg: 42.5 / Max: 45 Min: 50 / Avg: 50.63 / Max: 53 Min: 39 / Avg: 39.97 / Max: 41 Min: 51 / Avg: 51.98 / Max: 53 Min: 33 / Avg: 34.61 / Max: 35 Min: 38 / Avg: 39.42 / Max: 41 Min: 39 / Avg: 40.09 / Max: 43 Min: 42 / Avg: 47.91 / Max: 53 Min: 38 / Avg: 39.21 / Max: 43 Min: 39 / Avg: 40.43 / Max: 43 Min: 38 / Avg: 39.11 / Max: 42 Min: 41 / Avg: 42.18 / Max: 44 Min: 36 / Avg: 37.8 / Max: 41 Min: 50 / Avg: 51.29 / Max: 53 Min: 38 / Avg: 39.62 / Max: 42 Min: 41 / Avg: 42.02 / Max: 43
Darktable GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darktable 3.0.1 GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti 13 26 39 52 65 Min: 45 / Avg: 47.22 / Max: 48 Min: 47 / Avg: 47.6 / Max: 48 Min: 35 / Avg: 40.64 / Max: 47 Min: 44 / Avg: 50.29 / Max: 56 Min: 54 / Avg: 60.59 / Max: 67 Min: 52 / Avg: 53.8 / Max: 55 Min: 35 / Avg: 35.81 / Max: 36 Min: 37 / Avg: 42.15 / Max: 47 Min: 41 / Avg: 48.87 / Max: 53 Min: 38 / Avg: 39.82 / Max: 42 Min: 45 / Avg: 49.77 / Max: 54 Min: 34 / Avg: 34.84 / Max: 36 Min: 36 / Avg: 39.69 / Max: 43 Min: 36 / Avg: 40.59 / Max: 46 Min: 43 / Avg: 50.51 / Max: 62 Min: 35 / Avg: 40.52 / Max: 47 Min: 37 / Avg: 41.7 / Max: 49 Min: 36 / Avg: 40.62 / Max: 47 Min: 39 / Avg: 43.07 / Max: 49 Min: 35 / Avg: 38.67 / Max: 45 Min: 48 / Avg: 51.6 / Max: 57 Min: 37 / Avg: 40.56 / Max: 46 Min: 40 / Avg: 42.68 / Max: 48
GPU Temperature Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Celsius GPU Temperature Monitor Phoronix Test Suite System Monitoring GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 16 32 48 64 80 Min: 29 / Avg: 62.51 / Max: 82 Min: 27 / Avg: 61.47 / Max: 74 Min: 33 / Avg: 52.58 / Max: 74 Min: 31 / Avg: 65.22 / Max: 80 Min: 30 / Avg: 70.66 / Max: 85 Min: 32 / Avg: 70.56 / Max: 85 Min: 28 / Avg: 52.14 / Max: 68 Min: 32 / Avg: 52.77 / Max: 69 Min: 29 / Avg: 59.81 / Max: 78 Min: 32 / Avg: 45.46 / Max: 58 Min: 28 / Avg: 61.17 / Max: 83 Min: 27 / Avg: 49.62 / Max: 67 Min: 30 / Avg: 50.85 / Max: 66 Min: 30 / Avg: 51.27 / Max: 76 Min: 33 / Avg: 55.48 / Max: 68 Min: 29 / Avg: 48.98 / Max: 66 Min: 29 / Avg: 51.56 / Max: 73 Min: 33 / Avg: 53.72 / Max: 74 Min: 29 / Avg: 54.87 / Max: 76 Min: 29 / Avg: 50.76 / Max: 71 Min: 28 / Avg: 62.06 / Max: 83 Min: 28 / Avg: 49.61 / Max: 73 Min: 29 / Avg: 56.11 / Max: 78 Min: 35 / Avg: 55.61 / Max: 78
GPU Power Consumption Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Watts GPU Power Consumption Monitor Phoronix Test Suite System Monitoring GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 60 120 180 240 300 Min: 8.46 / Avg: 57.65 / Max: 109.21 Min: 8.45 / Avg: 64.56 / Max: 143.77 Min: 15.21 / Avg: 95.21 / Max: 176.52 Min: 15.1 / Avg: 102.77 / Max: 192.38 Min: 15.33 / Avg: 131.28 / Max: 252.57 Min: 16.01 / Avg: 139.4 / Max: 257.78 Min: 6.24 / Avg: 64.43 / Max: 128.04 Min: 6.84 / Avg: 82.21 / Max: 159.92 Min: 6.47 / Avg: 92.36 / Max: 196.24 Min: 5.55 / Avg: 37.62 / Max: 70.94 Min: 6.47 / Avg: 47.87 / Max: 99.24 Min: 6.72 / Avg: 45.57 / Max: 122.32 Min: 10.68 / Avg: 67.65 / Max: 128.36 Min: 7.22 / Avg: 59.54 / Max: 132.74 Min: 9.59 / Avg: 74.07 / Max: 165.3 Min: 9.27 / Avg: 88.74 / Max: 180.97 Min: 7.57 / Avg: 85.38 / Max: 180.92 Min: 14.36 / Avg: 96.17 / Max: 217.58 Min: 13.71 / Avg: 103.45 / Max: 219.93 Min: 8.85 / Avg: 91.93 / Max: 248.16 Min: 5.74 / Avg: 124.11 / Max: 273.84 Min: 24.02 / Avg: 126.58 / Max: 312.98
Meta Performance Per Watts Performance Per Watts OpenBenchmarking.org Performance Per Watts, More Is Better Meta Performance Per Watts Performance Per Watts GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 200 400 600 800 1000 414.87 288.09 223.07 249.04 327.28 346.43 280.52 348.12 406.50 290.51 399.75 416.11 497.00 502.09 553.15 689.61 642.98 754.61 728.37 831.53 1013.20 962.08
ViennaCL GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better ViennaCL 1.4.2 GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 47 / Avg: 55.76 / Max: 64 Min: 51 / Avg: 55.56 / Max: 60 Min: 43 / Avg: 44.68 / Max: 49 Min: 57 / Avg: 60.97 / Max: 66 Min: 65 / Avg: 67.47 / Max: 71 Min: 64 / Avg: 65.44 / Max: 68 Min: 43 / Avg: 44.65 / Max: 48 Min: 45 / Avg: 46.77 / Max: 50 Min: 53 / Avg: 54.95 / Max: 58 Min: 40 / Avg: 41.46 / Max: 43 Min: 53 / Avg: 56.03 / Max: 59 Min: 40 / Avg: 43.69 / Max: 48 Min: 42 / Avg: 44.24 / Max: 47 Min: 43 / Avg: 45.83 / Max: 49 Min: 42 / Avg: 46.49 / Max: 52 Min: 38 / Avg: 40.59 / Max: 44 Min: 42 / Avg: 44.47 / Max: 48 Min: 39 / Avg: 42.07 / Max: 45 Min: 43 / Avg: 45.98 / Max: 50 Min: 38 / Avg: 40.21 / Max: 43 Min: 50 / Avg: 53.9 / Max: 58 Min: 40 / Avg: 42.05 / Max: 44 Min: 43 / Avg: 45.38 / Max: 48 Min: 43 / Avg: 45.46 / Max: 49
ViennaCL GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better ViennaCL 1.4.2 GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 30 60 90 120 150 Min: 10.66 / Avg: 40.86 / Max: 68.5 Min: 25.48 / Avg: 43.2 / Max: 76.71 Min: 44.07 / Avg: 60.29 / Max: 104.72 Min: 47.43 / Avg: 67.32 / Max: 106.39 Min: 85.04 / Avg: 91.74 / Max: 145.18 Min: 73.9 / Avg: 97.64 / Max: 151.33 Min: 34.44 / Avg: 40.91 / Max: 71.78 Min: 33.63 / Avg: 50.93 / Max: 96.7 Min: 49.31 / Avg: 56.2 / Max: 116.21 Min: 6.17 / Avg: 18.42 / Max: 43.15 Min: 6.75 / Avg: 20.56 / Max: 54.86 Min: 6.95 / Avg: 19.41 / Max: 47.72 Min: 11.19 / Avg: 30.09 / Max: 64.31 Min: 7.7 / Avg: 22.8 / Max: 65.67 Min: 9.73 / Avg: 31.35 / Max: 62.34 Min: 9.76 / Avg: 35.74 / Max: 73.4 Min: 9.7 / Avg: 32.61 / Max: 65.34 Min: 14.92 / Avg: 39.95 / Max: 82.68 Min: 15.57 / Avg: 42.71 / Max: 87.19 Min: 9.43 / Avg: 41.34 / Max: 73.77 Min: 6.57 / Avg: 42.9 / Max: 86.91 Min: 24.9 / Avg: 46.01 / Max: 85.54
ViennaCL OpenCL LU Factorization OpenBenchmarking.org GFLOPS Per Watt, More Is Better ViennaCL 1.4.2 OpenCL LU Factorization GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.7853 1.5706 2.3559 3.1412 3.9265 1.16 1.22 1.00 0.92 0.70 0.68 1.51 1.30 1.26 3.42 3.30 3.49 2.26 3.07 2.34 2.03 2.23 1.86 1.75 1.84 1.77 1.67
MandelGPU GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better MandelGPU 1.3pts1 GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 15 30 45 60 75 Min: 54 / Avg: 68.11 / Max: 75 Min: 58 / Avg: 67.52 / Max: 73 Min: 43 / Avg: 52.79 / Max: 58 Min: 58 / Avg: 67.57 / Max: 72 Min: 68 / Avg: 73.57 / Max: 77 Min: 67 / Avg: 73.02 / Max: 77 Min: 42 / Avg: 53.82 / Max: 59 Min: 45 / Avg: 50.48 / Max: 55 Min: 52 / Avg: 59.08 / Max: 64 Min: 41 / Avg: 44.84 / Max: 47 Min: 53 / Avg: 59.89 / Max: 65 Min: 42 / Avg: 52.92 / Max: 59 Min: 43 / Avg: 48.53 / Max: 53 Min: 45 / Avg: 52.95 / Max: 59 Min: 43 / Avg: 53.48 / Max: 61 Min: 41 / Avg: 49.47 / Max: 56 Min: 43 / Avg: 51.32 / Max: 59 Min: 41 / Avg: 48.95 / Max: 56 Min: 46 / Avg: 52.72 / Max: 59 Min: 39 / Avg: 45.27 / Max: 51 Min: 54 / Avg: 61.07 / Max: 67 Min: 41 / Avg: 46.02 / Max: 52 Min: 45 / Avg: 49.86 / Max: 56 Min: 45 / Avg: 50.53 / Max: 57
MandelGPU GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better MandelGPU 1.3pts1 GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 50 100 150 200 250 Min: 11.05 / Avg: 66.56 / Max: 76.65 Min: 26.15 / Avg: 77.28 / Max: 93.78 Min: 44.65 / Avg: 101.94 / Max: 127.84 Min: 45.04 / Avg: 113.33 / Max: 146.62 Min: 69.66 / Avg: 136.58 / Max: 171.65 Min: 74.1 / Avg: 145.91 / Max: 187.65 Min: 24.32 / Avg: 69.85 / Max: 93.11 Min: 31.33 / Avg: 87.38 / Max: 126.34 Min: 34.87 / Avg: 94.6 / Max: 150.78 Min: 6.41 / Avg: 46 / Max: 66.5 Min: 6.73 / Avg: 54.61 / Max: 88.86 Min: 6.95 / Avg: 53.61 / Max: 90.51 Min: 11.37 / Avg: 70.83 / Max: 115.9 Min: 8 / Avg: 63.9 / Max: 110.08 Min: 9.83 / Avg: 84.69 / Max: 152.83 Min: 9.7 / Avg: 86.85 / Max: 166.27 Min: 9.77 / Avg: 84.48 / Max: 163.29 Min: 14.94 / Avg: 93.28 / Max: 182.87 Min: 15.84 / Avg: 100.66 / Max: 206.01 Min: 9.1 / Avg: 94.4 / Max: 206.38 Min: 6.9 / Avg: 106.89 / Max: 262.87 Min: 25.07 / Avg: 122.71 / Max: 281.34
MandelGPU OpenCL Device: GPU OpenBenchmarking.org Samples/sec Per Watt, More Is Better MandelGPU 1.3pts1 OpenCL Device: GPU GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 900K 1800K 2700K 3600K 4500K 924408.18 1034468.82 1114599.86 1068896.98 1086192.87 1116370.98 1865313.24 2106550.52 2450550.94 2875574.33 3406236.85 3615143.30 2835520.58 3300105.69 2986480.82 3246088.29 3369143.18 3463394.61 3430972.39 3966294.18 4199725.88 3918310.99
cl-mem GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better cl-mem 2017-01-13 GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 61 / Avg: 63.74 / Max: 65 Min: 56 / Avg: 61.45 / Max: 64 Min: 43 / Avg: 44.94 / Max: 46 Min: 54 / Avg: 57.67 / Max: 60 Min: 69 / Avg: 70.14 / Max: 71 Min: 64 / Avg: 67.47 / Max: 70 Min: 38 / Avg: 44.19 / Max: 46 Min: 41 / Avg: 45.85 / Max: 48 Min: 54 / Avg: 55.55 / Max: 57 Min: 40 / Avg: 42.57 / Max: 44 Min: 55 / Avg: 56.15 / Max: 57 Min: 41 / Avg: 46.97 / Max: 50 Min: 41 / Avg: 44.91 / Max: 47 Min: 43 / Avg: 48.22 / Max: 51 Min: 43 / Avg: 51.52 / Max: 57 Min: 41 / Avg: 45.88 / Max: 49 Min: 42 / Avg: 47.19 / Max: 50 Min: 40 / Avg: 45.84 / Max: 49 Min: 45 / Avg: 49.78 / Max: 53 Min: 39 / Avg: 42.89 / Max: 46 Min: 53 / Avg: 57.84 / Max: 61 Min: 40 / Avg: 43.87 / Max: 47 Min: 44 / Avg: 47.91 / Max: 51 Min: 44 / Avg: 48.5 / Max: 52
cl-mem GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better cl-mem 2017-01-13 GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 30 60 90 120 150 Min: 37.23 / Avg: 50.57 / Max: 59.93 Min: 8.84 / Avg: 45.86 / Max: 57.01 Min: 21.96 / Avg: 72.7 / Max: 89.36 Min: 16.07 / Avg: 66.51 / Max: 100.73 Min: 70.04 / Avg: 113.39 / Max: 145.08 Min: 18.19 / Avg: 113.58 / Max: 154.46 Min: 6.63 / Avg: 51.44 / Max: 65.21 Min: 31.52 / Avg: 71.15 / Max: 89.67 Min: 40.62 / Avg: 75.69 / Max: 96.37 Min: 6.04 / Avg: 38.17 / Max: 50.72 Min: 6.76 / Avg: 44.51 / Max: 63.05 Min: 6.88 / Avg: 43.23 / Max: 62.12 Min: 11.35 / Avg: 65.62 / Max: 103.9 Min: 8.15 / Avg: 55.88 / Max: 81.89 Min: 9.82 / Avg: 66.41 / Max: 95.02 Min: 9.53 / Avg: 76.61 / Max: 127.01 Min: 8.9 / Avg: 76.97 / Max: 119.89 Min: 14.69 / Avg: 83.86 / Max: 130.59 Min: 15.43 / Avg: 81.51 / Max: 124.13 Min: 9.12 / Avg: 76.7 / Max: 121.49 Min: 6.91 / Avg: 95.45 / Max: 179.38 Min: 24.83 / Avg: 108.7 / Max: 182.31
cl-mem Benchmark: Copy OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Copy GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.8843 1.7686 2.6529 3.5372 4.4215 1.55 1.59 1.73 2.18 1.92 1.89 2.69 2.58 2.74 2.60 3.23 3.37 3.66 3.78 3.60 3.76 3.70 3.48 3.56 3.93 3.39 2.97
cl-mem GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better cl-mem 2017-01-13 GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 59 / Avg: 63 / Max: 65 Min: 53 / Avg: 61.65 / Max: 64 Min: 43 / Avg: 44.75 / Max: 46 Min: 57 / Avg: 58.76 / Max: 61 Min: 66 / Avg: 68.88 / Max: 71 Min: 66 / Avg: 69 / Max: 71 Min: 40 / Avg: 43.54 / Max: 45 Min: 43 / Avg: 46 / Max: 48 Min: 52 / Avg: 54.31 / Max: 56 Min: 40 / Avg: 42.17 / Max: 43 Min: 54 / Avg: 55.48 / Max: 57 Min: 38 / Avg: 44.77 / Max: 48 Min: 39 / Avg: 43.17 / Max: 46 Min: 41 / Avg: 45.95 / Max: 49 Min: 43 / Avg: 51.57 / Max: 57 Min: 39 / Avg: 44.42 / Max: 48 Min: 41 / Avg: 46.02 / Max: 49 Min: 39 / Avg: 44.81 / Max: 49 Min: 43 / Avg: 48.16 / Max: 52 Min: 37 / Avg: 41.82 / Max: 45 Min: 51 / Avg: 56.39 / Max: 60 Min: 38 / Avg: 42.8 / Max: 46 Min: 42 / Avg: 46.55 / Max: 50 Min: 42 / Avg: 47.1 / Max: 51
cl-mem GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better cl-mem 2017-01-13 GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 30 60 90 120 150 Min: 20.99 / Avg: 52.99 / Max: 59.83 Min: 8.84 / Avg: 49.8 / Max: 58.53 Min: 55.46 / Avg: 74.13 / Max: 89.07 Min: 60.93 / Avg: 82.47 / Max: 100.64 Min: 18.49 / Avg: 108.54 / Max: 146.76 Min: 93.03 / Avg: 115.82 / Max: 151.93 Min: 24.31 / Avg: 53.67 / Max: 65.12 Min: 31.42 / Avg: 70.62 / Max: 89.23 Min: 35.2 / Avg: 76.67 / Max: 98.18 Min: 5.9 / Avg: 38.15 / Max: 50.33 Min: 6.61 / Avg: 44.61 / Max: 63.24 Min: 6.89 / Avg: 43.43 / Max: 62.17 Min: 11.14 / Avg: 66.31 / Max: 103.06 Min: 7.88 / Avg: 53.03 / Max: 81.55 Min: 9.72 / Avg: 65.87 / Max: 95.18 Min: 9.7 / Avg: 77.53 / Max: 126.24 Min: 9.11 / Avg: 72.24 / Max: 119.83 Min: 14.71 / Avg: 83.17 / Max: 130.62 Min: 15.4 / Avg: 81 / Max: 123.59 Min: 9.1 / Avg: 78.12 / Max: 121.36 Min: 6.92 / Avg: 99.36 / Max: 179.45 Min: 24.62 / Avg: 105.03 / Max: 180.29
cl-mem Benchmark: Write OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Write GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 1.053 2.106 3.159 4.212 5.265 1.60 1.56 1.84 1.93 2.27 2.05 2.76 2.83 2.94 2.74 3.27 3.62 3.63 4.22 3.93 4.40 4.55 3.88 4.17 4.52 4.52 4.68
cl-mem GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better cl-mem 2017-01-13 GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 42 / Avg: 53.36 / Max: 60 Min: 46 / Avg: 53.4 / Max: 60 Min: 40 / Avg: 42.95 / Max: 45 Min: 49 / Avg: 54.56 / Max: 58 Min: 65 / Avg: 68 / Max: 71 Min: 55 / Avg: 62.65 / Max: 68 Min: 33 / Avg: 40.02 / Max: 43 Min: 37 / Avg: 43.07 / Max: 46 Min: 46 / Avg: 50.74 / Max: 54 Min: 37 / Avg: 40.67 / Max: 43 Min: 47 / Avg: 51.85 / Max: 55 Min: 32 / Avg: 40.14 / Max: 45 Min: 35 / Avg: 39.97 / Max: 43 Min: 35 / Avg: 41.72 / Max: 46 Min: 45 / Avg: 51.63 / Max: 58 Min: 34 / Avg: 40.98 / Max: 46 Min: 36 / Avg: 43.18 / Max: 48 Min: 34 / Avg: 41.84 / Max: 47 Min: 37 / Avg: 43.88 / Max: 49 Min: 34 / Avg: 39.4 / Max: 43 Min: 44 / Avg: 51.47 / Max: 57 Min: 35 / Avg: 40.7 / Max: 44 Min: 38 / Avg: 43.54 / Max: 48 Min: 38 / Avg: 43.98 / Max: 49
cl-mem GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better cl-mem 2017-01-13 GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 30 60 90 120 150 Min: 8.65 / Avg: 46.31 / Max: 57.74 Min: 8.56 / Avg: 42.36 / Max: 57.2 Min: 46.01 / Avg: 71.14 / Max: 88.97 Min: 15.68 / Avg: 72.69 / Max: 100.06 Min: 69.85 / Avg: 115.43 / Max: 146.67 Min: 17.53 / Avg: 110.76 / Max: 152.34 Min: 6.43 / Avg: 51.86 / Max: 65.6 Min: 8.06 / Avg: 68.47 / Max: 88.51 Min: 7.73 / Avg: 74.08 / Max: 97.87 Min: 5.86 / Avg: 37.78 / Max: 50.37 Min: 6.61 / Avg: 44.43 / Max: 62.88 Min: 6.76 / Avg: 43.53 / Max: 62.07 Min: 11.46 / Avg: 66.65 / Max: 106.04 Min: 7.91 / Avg: 55.05 / Max: 81.15 Min: 9.66 / Avg: 65.73 / Max: 95.06 Min: 9.64 / Avg: 76.07 / Max: 126.07 Min: 7.94 / Avg: 70.09 / Max: 119.29 Min: 14.69 / Avg: 82.27 / Max: 130.98 Min: 14.7 / Avg: 79.89 / Max: 122.73 Min: 9.01 / Avg: 74.81 / Max: 121.28 Min: 6.34 / Avg: 102.41 / Max: 177.98 Min: 24.41 / Avg: 101.82 / Max: 176.14
cl-mem Benchmark: Read OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Read GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 1.3163 2.6326 3.9489 5.2652 6.5815 1.95 1.92 2.03 2.27 2.30 2.20 2.98 3.01 3.10 2.88 3.76 3.77 4.45 4.56 4.52 5.22 5.66 4.82 4.96 5.85 5.33 5.58
Darktable GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darktable GPU Temperature Monitor TITAN RTX 9 18 27 36 45 Min: 39 / Avg: 39.79 / Max: 41
Darktable GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darktable GPU Power Consumption Monitor TITAN RTX 12 24 36 48 60 Min: 24.5 / Avg: 39.6 / Max: 59.07
Darktable GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darktable GPU Temperature Monitor TITAN RTX 9 18 27 36 45 Min: 40 / Avg: 41.68 / Max: 43
Darktable GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darktable GPU Power Consumption Monitor TITAN RTX 30 60 90 120 150 Min: 24.59 / Avg: 62.16 / Max: 145.89
Darktable GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darktable GPU Temperature Monitor TITAN RTX 9 18 27 36 45 Min: 41 / Avg: 42.09 / Max: 43
Darktable GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darktable GPU Power Consumption Monitor TITAN RTX 20 40 60 80 100 Min: 24.52 / Avg: 56.98 / Max: 89.35
Darktable GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darktable GPU Temperature Monitor TITAN RTX 10 20 30 40 50 Min: 40 / Avg: 42.66 / Max: 48
Darktable GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darktable GPU Power Consumption Monitor TITAN RTX 40 80 120 160 200 Min: 24.51 / Avg: 72.14 / Max: 236.96
Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 11 22 33 44 55 Min: 35 / Avg: 36.1 / Max: 37 Min: 37 / Avg: 37.74 / Max: 38 Min: 36 / Avg: 36.97 / Max: 38 Min: 47 / Avg: 51.86 / Max: 55 Min: 36 / Avg: 37.31 / Max: 38 Min: 38 / Avg: 39.11 / Max: 40 Min: 37 / Avg: 38.72 / Max: 39 Min: 40 / Avg: 40.97 / Max: 41 Min: 36 / Avg: 37.66 / Max: 38 Min: 49 / Avg: 50.06 / Max: 51 Min: 38 / Avg: 39.92 / Max: 40 Min: 41 / Avg: 41.96 / Max: 42 Min: 41 / Avg: 41.96 / Max: 42
Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 12 24 36 48 60 Min: 5.85 / Avg: 17.16 / Max: 17.64 Min: 6.51 / Avg: 20.06 / Max: 20.7 Min: 6.79 / Avg: 19.72 / Max: 20.8 Min: 11.47 / Avg: 34.36 / Max: 37.47 Min: 7.77 / Avg: 24.7 / Max: 25.46 Min: 9.67 / Avg: 34.73 / Max: 36.09 Min: 9.4 / Avg: 37.71 / Max: 39.34 Min: 8.49 / Avg: 35.35 / Max: 37 Min: 14.6 / Avg: 45.15 / Max: 46.62 Min: 15.36 / Avg: 50.14 / Max: 51.79 Min: 9.1 / Avg: 46.34 / Max: 48.43 Min: 6.49 / Avg: 50.98 / Max: 52.86 Min: 24.55 / Avg: 56.62 / Max: 58.96
Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: Points2Image OpenBenchmarking.org Test Cases Per Minute Per Watt, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: Points2Image GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 400 800 1200 1600 2000 1698.89 1464.69 1500.92 852.82 1192.50 890.67 813.18 846.24 673.59 592.45 652.06 565.26 519.29
Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 11 22 33 44 55 Min: 36 / Avg: 38.22 / Max: 40 Min: 38 / Avg: 39.09 / Max: 40 Min: 37 / Avg: 38.32 / Max: 40 Min: 44 / Avg: 51.04 / Max: 55 Min: 37 / Avg: 38.95 / Max: 40 Min: 40 / Avg: 41.66 / Max: 43 Min: 38 / Avg: 40.31 / Max: 42 Min: 41 / Avg: 42.73 / Max: 44 Min: 37 / Avg: 38.95 / Max: 40 Min: 51 / Avg: 52.03 / Max: 53 Min: 39 / Avg: 40.33 / Max: 41 Min: 42 / Avg: 43.1 / Max: 44 Min: 42 / Avg: 43.01 / Max: 44
Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 15 30 45 60 75 Min: 5.89 / Avg: 20.77 / Max: 33.46 Min: 6.61 / Avg: 24.12 / Max: 40.91 Min: 6.84 / Avg: 22.41 / Max: 34.09 Min: 11.36 / Avg: 38.73 / Max: 56.22 Min: 7.8 / Avg: 28.26 / Max: 44.65 Min: 9.72 / Avg: 40.67 / Max: 63.49 Min: 9.45 / Avg: 43.88 / Max: 68.44 Min: 9.06 / Avg: 40.64 / Max: 63.16 Min: 14.62 / Avg: 47.92 / Max: 73.26 Min: 15 / Avg: 52.81 / Max: 78.61 Min: 9.19 / Avg: 47.72 / Max: 74.98 Min: 7.33 / Avg: 50.62 / Max: 70.46 Min: 24.53 / Avg: 58.9 / Max: 81.22
Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: NDT Mapping OpenBenchmarking.org Test Cases Per Minute Per Watt, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: NDT Mapping GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 6 12 18 24 30 24.89 22.17 24.66 14.54 19.72 14.03 13.11 14.26 12.30 11.35 12.57 11.99 10.03
Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 11 22 33 44 55 Min: 48 / Avg: 49.82 / Max: 51 Min: 47 / Avg: 49.11 / Max: 50 Min: 34 / Avg: 35.73 / Max: 37 Min: 44 / Avg: 45.91 / Max: 47 Min: 55 / Avg: 56.85 / Max: 58 Min: 54 / Avg: 56.25 / Max: 58 Min: 33 / Avg: 38.15 / Max: 40 Min: 35 / Avg: 39.07 / Max: 41 Min: 42 / Avg: 45.77 / Max: 48 Min: 38 / Avg: 39.52 / Max: 40 Min: 43 / Avg: 46.51 / Max: 48 Min: 34 / Avg: 38.1 / Max: 40 Min: 37 / Avg: 39.36 / Max: 41 Min: 35 / Avg: 38.37 / Max: 40 Min: 46 / Avg: 51.54 / Max: 56 Min: 35 / Avg: 39.26 / Max: 41 Min: 39 / Avg: 42.99 / Max: 45 Min: 37 / Avg: 41.46 / Max: 44 Min: 39 / Avg: 42.79 / Max: 45 Min: 37 / Avg: 39.94 / Max: 41 Min: 48 / Avg: 52.51 / Max: 55 Min: 39 / Avg: 41.64 / Max: 43 Min: 41 / Avg: 44.89 / Max: 47 Min: 41 / Avg: 44.62 / Max: 47
Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 20 40 60 80 100 Min: 8.85 / Avg: 21.24 / Max: 27.38 Min: 8.56 / Avg: 21.2 / Max: 27 Min: 15.5 / Avg: 35.67 / Max: 44.63 Min: 15.58 / Avg: 37.28 / Max: 46.3 Min: 16.39 / Avg: 53.83 / Max: 70.38 Min: 17.44 / Avg: 55.93 / Max: 73.66 Min: 6.24 / Avg: 35.26 / Max: 51.06 Min: 7.96 / Avg: 45.64 / Max: 59.14 Min: 7.39 / Avg: 48.54 / Max: 61.78 Min: 5.9 / Avg: 23.3 / Max: 29.89 Min: 6.57 / Avg: 28.16 / Max: 35.13 Min: 6.83 / Avg: 26.16 / Max: 33.31 Min: 11.38 / Avg: 43.44 / Max: 53.21 Min: 7.88 / Avg: 32.56 / Max: 40.26 Min: 9.78 / Avg: 50.6 / Max: 61.94 Min: 9.51 / Avg: 53.26 / Max: 65.51 Min: 8.37 / Avg: 47.64 / Max: 61.1 Min: 14.75 / Avg: 58.39 / Max: 68.93 Min: 14.82 / Avg: 63.94 / Max: 76.84 Min: 9.17 / Avg: 58.88 / Max: 70.45 Min: 6.42 / Avg: 75.55 / Max: 90.64 Min: 24.61 / Avg: 84.17 / Max: 99.41
Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: Euclidean Cluster OpenBenchmarking.org Test Cases Per Minute Per Watt, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: Euclidean Cluster GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 46.14 46.35 27.45 27.34 18.15 17.10 35.54 26.98 25.10 60.75 51.74 55.51 33.75 45.00 29.02 27.70 30.71 24.73 22.54 24.60 19.02 17.04
Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 12 24 36 48 60 Min: 52 / Avg: 53.83 / Max: 57 Min: 51 / Avg: 53.02 / Max: 57 Min: 37 / Avg: 38.23 / Max: 41 Min: 48 / Avg: 49.59 / Max: 54 Min: 58 / Avg: 59.28 / Max: 62 Min: 58 / Avg: 58.82 / Max: 63 Min: 36 / Avg: 36.96 / Max: 40 Min: 37 / Avg: 38.62 / Max: 43 Min: 44 / Avg: 46.05 / Max: 51 Min: 39 / Avg: 39.98 / Max: 40 Min: 46 / Avg: 47.06 / Max: 51 Min: 36 / Avg: 37.45 / Max: 40 Min: 38 / Avg: 40.24 / Max: 43 Min: 37 / Avg: 38.54 / Max: 42 Min: 45 / Avg: 51.43 / Max: 55 Min: 37 / Avg: 38.36 / Max: 40 Min: 40 / Avg: 42.11 / Max: 45 Min: 39 / Avg: 41.11 / Max: 43 Min: 40 / Avg: 41.41 / Max: 44 Min: 39 / Avg: 40.5 / Max: 43 Min: 49 / Avg: 50.72 / Max: 51 Min: 40 / Avg: 42.14 / Max: 44 Min: 43 / Avg: 44.85 / Max: 47 Min: 42 / Avg: 43.8 / Max: 45
Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 15 30 45 60 75 Min: 10.86 / Avg: 26.79 / Max: 27.29 Min: 25.18 / Avg: 26.83 / Max: 28.33 Min: 44.52 / Avg: 44.74 / Max: 46.49 Min: 44.26 / Avg: 46.64 / Max: 49.26 Min: 69 / Avg: 70.16 / Max: 71.96 Min: 71.89 / Avg: 73.76 / Max: 78.36 Min: 23.82 / Avg: 26.86 / Max: 34.45 Min: 30.6 / Avg: 35.09 / Max: 47.47 Min: 33.04 / Avg: 38.95 / Max: 41.44 Min: 5.82 / Avg: 17.12 / Max: 17.74 Min: 6.69 / Avg: 20.14 / Max: 20.7 Min: 6.82 / Avg: 20.03 / Max: 21.14 Min: 11.73 / Avg: 34.27 / Max: 37.07 Min: 8.13 / Avg: 24.86 / Max: 25.43 Min: 9.73 / Avg: 35.1 / Max: 36.54 Min: 9.49 / Avg: 38.53 / Max: 40.26 Min: 8.58 / Avg: 35.39 / Max: 36.87 Min: 14.8 / Avg: 45.39 / Max: 46.89 Min: 15.38 / Avg: 50.19 / Max: 51.73 Min: 9.09 / Avg: 46.47 / Max: 48.83 Min: 7.05 / Avg: 51.21 / Max: 53.04 Min: 24.75 / Avg: 56.77 / Max: 59.49
Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: Points2Image OpenBenchmarking.org Test Cases Per Minute Per Watt, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: Points2Image GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 150 300 450 600 750 439.07 438.84 256.73 251.61 168.61 155.89 438.08 371.80 337.43 712.69 608.49 678.41 406.63 547.30 381.74 349.75 381.45 288.09 263.58 279.18 254.74 220.84
Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 13 26 39 52 65 Min: 57 / Avg: 62.18 / Max: 65 Min: 56 / Avg: 58.62 / Max: 61 Min: 41 / Avg: 43.57 / Max: 46 Min: 55 / Avg: 57.08 / Max: 60 Min: 62 / Avg: 62.86 / Max: 64 Min: 62 / Avg: 63.02 / Max: 64 Min: 41 / Avg: 43.24 / Max: 46 Min: 42 / Avg: 44 / Max: 47 Min: 50 / Avg: 53.07 / Max: 56 Min: 40 / Avg: 41.16 / Max: 42 Min: 51 / Avg: 53.76 / Max: 57 Min: 41 / Avg: 43.79 / Max: 46 Min: 45 / Avg: 46.5 / Max: 49 Min: 43 / Avg: 44.77 / Max: 47 Min: 47 / Avg: 51.21 / Max: 57 Min: 40 / Avg: 41.4 / Max: 43 Min: 46 / Avg: 47.83 / Max: 50 Min: 45 / Avg: 47.12 / Max: 50 Min: 44 / Avg: 46.55 / Max: 49 Min: 44 / Avg: 46.47 / Max: 49 Min: 53 / Avg: 54.09 / Max: 56 Min: 45 / Avg: 47.83 / Max: 51 Min: 49 / Avg: 51.08 / Max: 54 Min: 47 / Avg: 48.3 / Max: 50
Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 20 40 60 80 100 Min: 11.04 / Avg: 43.32 / Max: 65.88 Min: 25.57 / Avg: 41.95 / Max: 69.08 Min: 43.88 / Avg: 56.26 / Max: 72.18 Min: 44.55 / Avg: 62.99 / Max: 77.86 Min: 69.18 / Avg: 86.35 / Max: 105.98 Min: 73.34 / Avg: 92.3 / Max: 110.16 Min: 26.82 / Avg: 34.33 / Max: 73.99 Min: 31.42 / Avg: 47.11 / Max: 92.11 Min: 35.25 / Avg: 48.48 / Max: 108.89 Min: 6.28 / Avg: 24.13 / Max: 44.28 Min: 6.87 / Avg: 26.73 / Max: 50.13 Min: 6.91 / Avg: 24.92 / Max: 47.2 Min: 11.65 / Avg: 41.1 / Max: 70.35 Min: 7.78 / Avg: 31.25 / Max: 57.05 Min: 9.74 / Avg: 43.76 / Max: 77.44 Min: 9.82 / Avg: 48.58 / Max: 82.11 Min: 8.8 / Avg: 44.06 / Max: 79.08 Min: 14.81 / Avg: 53.76 / Max: 85.28 Min: 15.93 / Avg: 54.74 / Max: 87.62 Min: 9.5 / Avg: 51.88 / Max: 87.71 Min: 8.56 / Avg: 55.21 / Max: 92 Min: 25.75 / Avg: 62.23 / Max: 95
Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: NDT Mapping OpenBenchmarking.org Test Cases Per Minute Per Watt, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: NDT Mapping GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 3 6 9 12 15 6.79 7.35 5.77 5.29 3.93 3.68 9.71 7.33 7.18 11.90 11.74 12.63 7.81 10.30 7.59 6.96 7.70 6.30 6.25 6.63 6.35 5.52
Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 47 / Avg: 58.26 / Max: 63 Min: 53 / Avg: 57.48 / Max: 59 Min: 47 / Avg: 50.89 / Max: 54 Min: 62 / Avg: 64.45 / Max: 68 Min: 65 / Avg: 67.3 / Max: 70 Min: 65 / Avg: 66.93 / Max: 70 Min: 45 / Avg: 49.5 / Max: 52 Min: 49 / Avg: 52.26 / Max: 57 Min: 57 / Avg: 61.94 / Max: 67 Min: 43 / Avg: 45.71 / Max: 49 Min: 59 / Avg: 63.45 / Max: 71 Min: 47 / Avg: 51.81 / Max: 55 Min: 50 / Avg: 53.32 / Max: 57 Min: 50 / Avg: 54.26 / Max: 59 Min: 43 / Avg: 48.41 / Max: 54 Min: 42 / Avg: 46.52 / Max: 50 Min: 50 / Avg: 54.48 / Max: 58 Min: 51 / Avg: 55.34 / Max: 59 Min: 51 / Avg: 56.25 / Max: 62 Min: 50 / Avg: 55.1 / Max: 59 Min: 58 / Avg: 62.67 / Max: 68 Min: 52 / Avg: 56.43 / Max: 61 Min: 56 / Avg: 61.06 / Max: 66 Min: 51 / Avg: 53.75 / Max: 56
Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 20 40 60 80 100 Min: 10.56 / Avg: 44.82 / Max: 55.55 Min: 25.48 / Avg: 46.67 / Max: 60.32 Min: 44.26 / Avg: 65.07 / Max: 78.42 Min: 45.62 / Avg: 74.06 / Max: 87.06 Min: 69.37 / Avg: 94.74 / Max: 107.03 Min: 74 / Avg: 99.84 / Max: 110.9 Min: 24.98 / Avg: 41.43 / Max: 58.11 Min: 32.1 / Avg: 54.68 / Max: 72.41 Min: 35.98 / Avg: 59.08 / Max: 83.22 Min: 6.66 / Avg: 25.65 / Max: 34.35 Min: 7.06 / Avg: 29.51 / Max: 40.46 Min: 7.21 / Avg: 28.09 / Max: 38.6 Min: 11.43 / Avg: 42.37 / Max: 57.5 Min: 8.25 / Avg: 34.16 / Max: 47.91 Min: 9.9 / Avg: 48.73 / Max: 68.47 Min: 9.82 / Avg: 53.17 / Max: 74.23 Min: 10.59 / Avg: 49.91 / Max: 70.71 Min: 15.39 / Avg: 58.04 / Max: 79.53 Min: 17.35 / Avg: 66.07 / Max: 88.79 Min: 9.83 / Avg: 57.57 / Max: 78.56 Min: 10.33 / Avg: 71.62 / Max: 104.75 Min: 27.16 / Avg: 78.7 / Max: 111.99
Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: Euclidean Cluster OpenBenchmarking.org Test Cases Per Minute Per Watt, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: Euclidean Cluster GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 20 40 60 80 100 35.51 38.10 29.64 26.69 20.15 19.56 50.12 41.02 39.70 77.34 72.63 77.43 51.35 65.09 46.44 43.76 46.27 39.01 33.99 40.41 31.67 28.96
LeelaChessZero GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LeelaChessZero 0.26 GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 16 32 48 64 80 Min: 51 / Avg: 71.74 / Max: 74 Min: 52 / Avg: 69.1 / Max: 71 Min: 43 / Avg: 67.9 / Max: 71 Min: 66 / Avg: 79.26 / Max: 80 Min: 70 / Avg: 81.97 / Max: 84 Min: 70 / Avg: 82.6 / Max: 84 Min: 46 / Avg: 63.41 / Max: 64 Min: 55 / Avg: 67.85 / Max: 69 Min: 62 / Avg: 76.77 / Max: 78 Min: 42 / Avg: 54.96 / Max: 57 Min: 64 / Avg: 81.05 / Max: 83 Min: 51 / Avg: 66.26 / Max: 67 Min: 54 / Avg: 64.93 / Max: 66 Min: 57 / Avg: 72.92 / Max: 74 Min: 44 / Avg: 66.63 / Max: 68 Min: 47 / Avg: 64.77 / Max: 66 Min: 52 / Avg: 71.03 / Max: 73 Min: 51 / Avg: 71.87 / Max: 74 Min: 55 / Avg: 73.93 / Max: 75 Min: 49 / Avg: 68.78 / Max: 71 Min: 62 / Avg: 81.37 / Max: 83 Min: 50 / Avg: 70.11 / Max: 73 Min: 52 / Avg: 75.77 / Max: 78 Min: 51 / Avg: 73.94 / Max: 77
LeelaChessZero GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LeelaChessZero 0.26 GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 50 100 150 200 250 Min: 10.84 / Avg: 90.73 / Max: 96.46 Min: 25.28 / Avg: 103.8 / Max: 108.55 Min: 44.63 / Avg: 149.76 / Max: 166.9 Min: 46.2 / Avg: 164.7 / Max: 179.3 Min: 71.99 / Avg: 211.88 / Max: 234.37 Min: 74.81 / Avg: 232.11 / Max: 252.29 Min: 24.89 / Avg: 110.21 / Max: 121.15 Min: 32.1 / Avg: 141.88 / Max: 158.33 Min: 38.49 / Avg: 171.42 / Max: 192.49 Min: 6.78 / Avg: 65.42 / Max: 69.66 Min: 7.1 / Avg: 90.06 / Max: 97.22 Min: 7.22 / Avg: 94.49 / Max: 103.26 Min: 13.18 / Avg: 119.43 / Max: 127.66 Min: 8.23 / Avg: 117.51 / Max: 127.83 Min: 9.98 / Avg: 150.69 / Max: 164.05 Min: 10.41 / Avg: 165.45 / Max: 177.84 Min: 10.41 / Avg: 164.33 / Max: 179.55 Min: 16.33 / Avg: 184.55 / Max: 211.14 Min: 16.75 / Avg: 195.31 / Max: 219.29 Min: 9.63 / Avg: 194.07 / Max: 228.85 Min: 8.08 / Avg: 242.19 / Max: 270.23 Min: 29.44 / Avg: 243.07 / Max: 285.71
LeelaChessZero Backend: OpenCL OpenBenchmarking.org Nodes Per Second Per Watt, More Is Better LeelaChessZero 0.26 Backend: OpenCL GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 20 40 60 80 100 21.85 23.41 34.48 38.04 39.09 39.06 53.83 68.72 73.86 47.40 57.19 62.39 61.68 65.81 68.29 74.56 74.92 79.82 79.06 90.18 90.17 92.25
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 16 32 48 64 80 Min: 52 / Avg: 54.35 / Max: 62 Min: 50 / Avg: 53.18 / Max: 55 Min: 45 / Avg: 64.64 / Max: 74 Min: 56 / Avg: 72.16 / Max: 80 Min: 63 / Avg: 77.59 / Max: 85 Min: 62 / Avg: 76.87 / Max: 85 Min: 43 / Avg: 58.43 / Max: 63 Min: 49 / Avg: 60.79 / Max: 67 Min: 56 / Avg: 64.97 / Max: 72 Min: 43 / Avg: 51.93 / Max: 58 Min: 57 / Avg: 66.59 / Max: 75 Min: 46 / Avg: 60.14 / Max: 67 Min: 50 / Avg: 58.65 / Max: 64 Min: 49 / Avg: 65.06 / Max: 76 Min: 43 / Avg: 59.36 / Max: 67 Min: 43 / Avg: 57.42 / Max: 65 Min: 47 / Avg: 59.02 / Max: 67 Min: 46 / Avg: 57.89 / Max: 67 Min: 49 / Avg: 59.5 / Max: 68 Min: 44 / Avg: 53.59 / Max: 62 Min: 55 / Avg: 65.9 / Max: 76 Min: 45 / Avg: 53.96 / Max: 63 Min: 47 / Avg: 54.32 / Max: 63 Min: 54 / Avg: 62.14 / Max: 67
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 50 100 150 200 250 Min: 28.35 / Avg: 32.64 / Max: 40.42 Min: 8.83 / Avg: 33.94 / Max: 55.97 Min: 18.19 / Avg: 136.28 / Max: 174.42 Min: 15.96 / Avg: 130.54 / Max: 192.38 Min: 19.24 / Avg: 182.92 / Max: 252.57 Min: 19.55 / Avg: 184.27 / Max: 257.78 Min: 24.11 / Avg: 93.11 / Max: 126.71 Min: 10.43 / Avg: 104.2 / Max: 151 Min: 10.86 / Avg: 122.33 / Max: 196.24 Min: 6.43 / Avg: 54.8 / Max: 69.45 Min: 7.05 / Avg: 72.49 / Max: 98.92 Min: 7 / Avg: 83.3 / Max: 122.32 Min: 11.49 / Avg: 93.74 / Max: 128.01 Min: 7.98 / Avg: 90.94 / Max: 132.74 Min: 9.9 / Avg: 109.89 / Max: 165.3 Min: 10.07 / Avg: 118.35 / Max: 180.97 Min: 8.6 / Avg: 118.17 / Max: 180.92 Min: 15.03 / Avg: 135.78 / Max: 217.58 Min: 15.8 / Avg: 134.18 / Max: 219.76 Min: 9.4 / Avg: 142.64 / Max: 248.16 Min: 7.28 / Avg: 140.12 / Max: 260.24 Min: 27.72 / Avg: 196.43 / Max: 282.33
PlaidML FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 7M 14M 21M 28M 35M 30637406.30 29463474.95 0.38 0.43 0.39 0.41 0.61 0.76 0.85 0.77 0.85 0.81 0.73 0.81 0.81 0.86 0.88 0.91 0.97 1.02 1.34 1.00
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor GTX 950 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 16 32 48 64 80 Min: 48 / Avg: 52.61 / Max: 56 Min: 42 / Avg: 61.25 / Max: 72 Min: 54 / Avg: 69.36 / Max: 80 Min: 64 / Avg: 76.62 / Max: 85 Min: 62 / Avg: 75.14 / Max: 85 Min: 43 / Avg: 57.14 / Max: 62 Min: 45 / Avg: 57.03 / Max: 65 Min: 54 / Avg: 62.28 / Max: 70 Min: 41 / Avg: 48.92 / Max: 56 Min: 54 / Avg: 62.87 / Max: 72 Min: 43 / Avg: 57.18 / Max: 65 Min: 47 / Avg: 55.43 / Max: 62 Min: 44 / Avg: 59.01 / Max: 71 Min: 42 / Avg: 57.92 / Max: 67 Min: 40 / Avg: 54.46 / Max: 64 Min: 43 / Avg: 54.88 / Max: 65 Min: 43 / Avg: 53.72 / Max: 64 Min: 45 / Avg: 55.02 / Max: 65 Min: 41 / Avg: 49.58 / Max: 59 Min: 52 / Avg: 62.25 / Max: 74 Min: 41 / Avg: 49.48 / Max: 59 Min: 45 / Avg: 50.86 / Max: 59 Min: 49 / Avg: 57.43 / Max: 64
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor GTX 950 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 50 100 150 200 250 Min: 8.74 / Avg: 32.52 / Max: 61.23 Min: 15.58 / Avg: 130.86 / Max: 176.52 Min: 15.86 / Avg: 126.99 / Max: 185.38 Min: 21.17 / Avg: 179.64 / Max: 250.39 Min: 19.54 / Avg: 178.15 / Max: 253.52 Min: 23.63 / Avg: 89.32 / Max: 128.04 Min: 30.84 / Avg: 98.8 / Max: 148.45 Min: 33.28 / Avg: 115.7 / Max: 191.3 Min: 6.22 / Avg: 52.84 / Max: 70.94 Min: 6.69 / Avg: 68.26 / Max: 99.24 Min: 6.89 / Avg: 75.36 / Max: 116 Min: 11.35 / Avg: 87.8 / Max: 128.34 Min: 8.19 / Avg: 86.57 / Max: 129.99 Min: 9.82 / Avg: 102.42 / Max: 164.41 Min: 9.95 / Avg: 111.25 / Max: 177.65 Min: 8.37 / Avg: 107.21 / Max: 179.85 Min: 14.76 / Avg: 125.21 / Max: 210.07 Min: 15.82 / Avg: 125.4 / Max: 212.49 Min: 9.15 / Avg: 128.63 / Max: 236.84 Min: 7.68 / Avg: 129 / Max: 273.84 Min: 25.24 / Avg: 182.33 / Max: 287.74
PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL GTX 950 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 7M 14M 21M 28M 35M 30746190.20 0.49 0.57 0.51 0.55 0.80 1.01 1.14 1.01 1.14 1.13 0.99 1.07 1.10 1.16 1.23 1.24 1.31 1.43 1.84 1.36
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 50 / Avg: 66.77 / Max: 73 Min: 55 / Avg: 65.03 / Max: 71 Min: 46 / Avg: 54.04 / Max: 59 Min: 60 / Avg: 66.7 / Max: 71 Min: 65 / Avg: 70.14 / Max: 74 Min: 66 / Avg: 70.32 / Max: 74 Min: 45 / Avg: 54.69 / Max: 60 Min: 48 / Avg: 52.93 / Max: 56 Min: 55 / Avg: 59.63 / Max: 63 Min: 43 / Avg: 45.07 / Max: 47 Min: 56 / Avg: 59.11 / Max: 62 Min: 47 / Avg: 53.79 / Max: 58 Min: 50 / Avg: 52.73 / Max: 55 Min: 49 / Avg: 53.32 / Max: 56 Min: 43 / Avg: 51.52 / Max: 57 Min: 44 / Avg: 49.12 / Max: 52 Min: 47 / Avg: 50.95 / Max: 55 Min: 46 / Avg: 50.76 / Max: 54 Min: 50 / Avg: 53.33 / Max: 56 Min: 43 / Avg: 46.77 / Max: 49 Min: 58 / Avg: 60.73 / Max: 63 Min: 44 / Avg: 46.93 / Max: 49 Min: 47 / Avg: 50.16 / Max: 53 Min: 51 / Avg: 53.47 / Max: 56
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 30 60 90 120 150 Min: 10.66 / Avg: 67.01 / Max: 90.45 Min: 25.57 / Avg: 72.43 / Max: 102.95 Min: 44.26 / Avg: 96.68 / Max: 130.31 Min: 45.23 / Avg: 104.99 / Max: 148.25 Min: 70.07 / Avg: 127.83 / Max: 177.92 Min: 73.9 / Avg: 133.17 / Max: 182.51 Min: 24.51 / Avg: 65.27 / Max: 103.19 Min: 36.16 / Avg: 82.25 / Max: 155.43 Min: 35.4 / Avg: 80.4 / Max: 160.01 Min: 6.53 / Avg: 41.35 / Max: 58.89 Min: 6.81 / Avg: 45.61 / Max: 70.76 Min: 6.95 / Avg: 43.66 / Max: 68.27 Min: 11.5 / Avg: 58.25 / Max: 91.15 Min: 8.3 / Avg: 53.76 / Max: 85.43 Min: 9.89 / Avg: 68.07 / Max: 115.61 Min: 9.85 / Avg: 72.9 / Max: 120.67 Min: 9.94 / Avg: 71.27 / Max: 114.73 Min: 14.73 / Avg: 77.52 / Max: 120.59 Min: 16.11 / Avg: 88.43 / Max: 134.68 Min: 9.31 / Avg: 78.65 / Max: 123.51 Min: 7.96 / Avg: 92.65 / Max: 172.43 Min: 25.76 / Avg: 98.8 / Max: 176.19
PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 2 4 6 8 10 1.66 1.98 2.10 2.18 2.10 2.21 3.48 3.83 4.96 4.87 5.90 6.63 5.13 5.82 5.73 6.01 6.24 6.45 6.16 7.48 8.14 7.85
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 15 30 45 60 75 Min: 50 / Avg: 66.5 / Max: 71 Min: 51 / Avg: 59.77 / Max: 68 Min: 42 / Avg: 51.79 / Max: 59 Min: 56 / Avg: 64.44 / Max: 71 Min: 57 / Avg: 64.76 / Max: 73 Min: 61 / Avg: 69.07 / Max: 77 Min: 41 / Avg: 52.26 / Max: 60 Min: 44 / Avg: 51.53 / Max: 58 Min: 51 / Avg: 55.31 / Max: 61 Min: 41 / Avg: 44.33 / Max: 48 Min: 51 / Avg: 57.61 / Max: 63 Min: 46 / Avg: 54.77 / Max: 59 Min: 48 / Avg: 52.67 / Max: 56 Min: 48 / Avg: 54.65 / Max: 59 Min: 43 / Avg: 51.23 / Max: 61 Min: 44 / Avg: 50.73 / Max: 55 Min: 44 / Avg: 49.7 / Max: 58 Min: 45 / Avg: 51.65 / Max: 58 Min: 49 / Avg: 54.73 / Max: 60 Min: 42 / Avg: 47.79 / Max: 52 Min: 57 / Avg: 62.63 / Max: 67 Min: 43 / Avg: 48 / Max: 52 Min: 45 / Avg: 48.38 / Max: 55 Min: 50 / Avg: 53.57 / Max: 60
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 40 80 120 160 200 Min: 10.66 / Avg: 68.85 / Max: 84.94 Min: 25.95 / Avg: 55.7 / Max: 94.78 Min: 44.26 / Avg: 91.05 / Max: 129.52 Min: 46.1 / Avg: 99.8 / Max: 146.5 Min: 16.39 / Avg: 95.98 / Max: 176.88 Min: 73.76 / Avg: 130.75 / Max: 189.31 Min: 25.45 / Avg: 61.56 / Max: 104.99 Min: 33.12 / Avg: 66.54 / Max: 135.5 Min: 35.29 / Avg: 80.29 / Max: 151.39 Min: 6.57 / Avg: 47.69 / Max: 62.44 Min: 6.77 / Avg: 55.77 / Max: 75.88 Min: 6.93 / Avg: 55.27 / Max: 77.2 Min: 11.41 / Avg: 59.29 / Max: 109.55 Min: 8.16 / Avg: 66.74 / Max: 95.39 Min: 9.96 / Avg: 71.86 / Max: 128.42 Min: 10.08 / Avg: 94.98 / Max: 148.4 Min: 9.41 / Avg: 95.27 / Max: 148.67 Min: 14.66 / Avg: 101.94 / Max: 153.35 Min: 17.06 / Avg: 107.86 / Max: 161.23 Min: 9.28 / Avg: 98.38 / Max: 149.26 Min: 7.18 / Avg: 97.64 / Max: 203.73 Min: 26.74 / Avg: 107.42 / Max: 218.66
PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.4883 0.9766 1.4649 1.9532 2.4415 0.61 0.82 0.81 0.82 1.04 0.81 1.29 1.63 1.40 1.24 1.31 1.58 1.70 1.48 1.74 1.55 1.55 1.47 1.41 1.62 2.17 2.12
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 15 30 45 60 75 Min: 54 / Avg: 65.72 / Max: 73 Min: 42 / Avg: 55.41 / Max: 65 Min: 56 / Avg: 66.95 / Max: 75 Min: 64 / Avg: 72.37 / Max: 80 Min: 64 / Avg: 72.21 / Max: 80 Min: 42 / Avg: 54.11 / Max: 60 Min: 44 / Avg: 53.34 / Max: 61 Min: 52 / Avg: 58.42 / Max: 65 Min: 41 / Avg: 45.01 / Max: 50 Min: 53 / Avg: 59.08 / Max: 67 Min: 42 / Avg: 53.58 / Max: 60 Min: 44 / Avg: 50.11 / Max: 55 Min: 43 / Avg: 52.66 / Max: 60 Min: 43 / Avg: 54.2 / Max: 62 Min: 41 / Avg: 50.93 / Max: 58 Min: 42 / Avg: 49.63 / Max: 59 Min: 41 / Avg: 50.07 / Max: 58 Min: 44 / Avg: 52.1 / Max: 60 Min: 39 / Avg: 46.11 / Max: 52 Min: 52 / Avg: 61.07 / Max: 69 Min: 39 / Avg: 46.19 / Max: 52 Min: 43 / Avg: 46.5 / Max: 54 Min: 51 / Avg: 55.45 / Max: 62
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 50 100 150 200 250 Min: 25.57 / Avg: 84.88 / Max: 116.73 Min: 44.44 / Avg: 111.95 / Max: 154.49 Min: 45.91 / Avg: 121.85 / Max: 174.77 Min: 70.93 / Avg: 144.97 / Max: 205.4 Min: 74.4 / Avg: 156 / Max: 219.73 Min: 26.52 / Avg: 76.09 / Max: 117.72 Min: 34.28 / Avg: 87.32 / Max: 150.45 Min: 37.81 / Avg: 96.82 / Max: 185.51 Min: 6.27 / Avg: 49.28 / Max: 67.04 Min: 6.85 / Avg: 59.27 / Max: 88.81 Min: 6.9 / Avg: 59.44 / Max: 90.55 Min: 11.51 / Avg: 73.7 / Max: 123.62 Min: 8.49 / Avg: 73.08 / Max: 115.42 Min: 9.85 / Avg: 84.02 / Max: 142.41 Min: 9.76 / Avg: 99.03 / Max: 154.82 Min: 8.79 / Avg: 96.98 / Max: 153.22 Min: 17.81 / Avg: 108.47 / Max: 168.24 Min: 15.87 / Avg: 116.52 / Max: 187.13 Min: 9.47 / Avg: 107.76 / Max: 184.11 Min: 6.44 / Avg: 94.72 / Max: 227.5 Min: 26.88 / Avg: 124.61 / Max: 260.61
PlaidML FP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCL GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.8393 1.6786 2.5179 3.3572 4.1965 2.52 0.87 0.90 0.95 0.95 1.43 1.74 1.96 1.64 1.95 2.03 1.84 1.96 2.06 2.06 2.09 2.04 2.09 2.47 3.73 2.86
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 48 / Avg: 60.71 / Max: 69 Min: 52 / Avg: 60.65 / Max: 67 Min: 43 / Avg: 48.09 / Max: 54 Min: 58 / Avg: 61.76 / Max: 66 Min: 67 / Avg: 69.24 / Max: 72 Min: 64 / Avg: 67.24 / Max: 71 Min: 43 / Avg: 49.98 / Max: 57 Min: 45 / Avg: 48.37 / Max: 52 Min: 54 / Avg: 56.11 / Max: 58 Min: 41 / Avg: 42.8 / Max: 45 Min: 55 / Avg: 56.37 / Max: 58 Min: 43 / Avg: 47.88 / Max: 53 Min: 44 / Avg: 46.4 / Max: 49 Min: 44 / Avg: 47.11 / Max: 51 Min: 42 / Avg: 49.72 / Max: 59 Min: 42 / Avg: 45.85 / Max: 50 Min: 43 / Avg: 45.98 / Max: 51 Min: 43 / Avg: 45.65 / Max: 50 Min: 46 / Avg: 48.28 / Max: 52 Min: 40 / Avg: 42.73 / Max: 47 Min: 54 / Avg: 55.91 / Max: 59 Min: 40 / Avg: 42.43 / Max: 46 Min: 44 / Avg: 45.91 / Max: 49 Min: 55 / Avg: 58.62 / Max: 63
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 40 80 120 160 200 Min: 10.66 / Avg: 55.55 / Max: 87.44 Min: 25.76 / Avg: 60.1 / Max: 95.86 Min: 43.96 / Avg: 80.85 / Max: 132.2 Min: 44.94 / Avg: 88.58 / Max: 148.09 Min: 71.34 / Avg: 114.86 / Max: 179.91 Min: 74.57 / Avg: 119.34 / Max: 192.7 Min: 23.62 / Avg: 52.3 / Max: 100.05 Min: 36.19 / Avg: 66.66 / Max: 133.9 Min: 35.3 / Avg: 71.8 / Max: 130.83 Min: 6.33 / Avg: 34.39 / Max: 60.91 Min: 6.51 / Avg: 39.72 / Max: 74.35 Min: 6.92 / Avg: 36.98 / Max: 74.69 Min: 11.35 / Avg: 53.31 / Max: 107.06 Min: 8.36 / Avg: 45.12 / Max: 91.44 Min: 9.8 / Avg: 56.43 / Max: 120.67 Min: 10.43 / Avg: 60.79 / Max: 139.03 Min: 8.77 / Avg: 59.8 / Max: 132.88 Min: 14.88 / Avg: 66.89 / Max: 143.43 Min: 15.73 / Avg: 75.18 / Max: 145.8 Min: 9.28 / Avg: 65.37 / Max: 139.25 Min: 7.96 / Avg: 74.76 / Max: 183.39 Min: 32.24 / Avg: 87.61 / Max: 201.38
PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 7 14 21 28 35 7.35 7.22 8.87 9.15 8.96 9.27 14.83 15.79 16.07 16.68 18.63 23.22 20.26 23.03 22.78 26.08 26.35 25.60 22.97 27.78 32.19 29.05
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 40 / Avg: 47.16 / Max: 52 Min: 53 / Avg: 59.61 / Max: 65 Min: 65 / Avg: 68.95 / Max: 72 Min: 51 / Avg: 61.84 / Max: 72 Min: 41 / Avg: 48.8 / Max: 54 Min: 41 / Avg: 47.1 / Max: 52 Min: 49 / Avg: 54.4 / Max: 58 Min: 39 / Avg: 42.1 / Max: 45 Min: 52 / Avg: 55.19 / Max: 59 Min: 36 / Avg: 46.06 / Max: 52 Min: 38 / Avg: 44.26 / Max: 49 Min: 36 / Avg: 44.36 / Max: 51 Min: 42 / Avg: 51.43 / Max: 57 Min: 37 / Avg: 45.59 / Max: 52 Min: 38 / Avg: 44.63 / Max: 51 Min: 38 / Avg: 45.63 / Max: 52 Min: 39 / Avg: 46.52 / Max: 53 Min: 36 / Avg: 42.39 / Max: 47 Min: 45 / Avg: 53.21 / Max: 60 Min: 36 / Avg: 41.87 / Max: 46 Min: 39 / Avg: 43.93 / Max: 50 Min: 36 / Avg: 42.24 / Max: 49
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 30 60 90 120 150 Min: 43.86 / Avg: 79.97 / Max: 103.08 Min: 46.46 / Avg: 88.78 / Max: 114.99 Min: 70.27 / Avg: 115.28 / Max: 143.05 Min: 16.88 / Avg: 88.52 / Max: 151.05 Min: 23.24 / Avg: 53.7 / Max: 85.91 Min: 31.67 / Avg: 70.87 / Max: 115.12 Min: 35.3 / Avg: 74.03 / Max: 118.52 Min: 5.96 / Avg: 39.67 / Max: 54.51 Min: 6.55 / Avg: 46.45 / Max: 64.99 Min: 6.78 / Avg: 46.02 / Max: 67.2 Min: 11.36 / Avg: 62.38 / Max: 93.26 Min: 7.49 / Avg: 57.4 / Max: 84.31 Min: 9.68 / Avg: 66.44 / Max: 105.07 Min: 10.02 / Avg: 82.91 / Max: 123.91 Min: 8.77 / Avg: 77 / Max: 117.42 Min: 14.56 / Avg: 87.18 / Max: 128.88 Min: 15.5 / Avg: 88.31 / Max: 129.77 Min: 8.97 / Avg: 85.01 / Max: 124.21 Min: 6.49 / Avg: 94.19 / Max: 158.84 Min: 24.13 / Avg: 93.33 / Max: 165.41
PlaidML FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.4793 0.9586 1.4379 1.9172 2.3965 0.92 0.91 0.77 1.05 1.56 1.46 1.35 1.65 1.66 2.13 1.79 1.88 1.89 1.87 1.99 1.77 1.75 1.87 1.99 2.13
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 13 26 39 52 65 Min: 45 / Avg: 57.86 / Max: 68 Min: 49 / Avg: 56.63 / Max: 66 Min: 41 / Avg: 44.84 / Max: 51 Min: 51 / Avg: 54.67 / Max: 60 Min: 61 / Avg: 63.43 / Max: 68 Min: 62 / Avg: 65.43 / Max: 69 Min: 39 / Avg: 44.91 / Max: 52 Min: 41 / Avg: 44.06 / Max: 48 Min: 48 / Avg: 50.39 / Max: 54 Min: 38 / Avg: 40.14 / Max: 42 Min: 48 / Avg: 50.85 / Max: 54 Min: 33 / Avg: 39.25 / Max: 45 Min: 37 / Avg: 39.75 / Max: 43 Min: 34 / Avg: 38.2 / Max: 43 Min: 44 / Avg: 50.7 / Max: 60 Min: 35 / Avg: 39.81 / Max: 45 Min: 36 / Avg: 40.22 / Max: 45 Min: 36 / Avg: 40.64 / Max: 46 Min: 36 / Avg: 40.76 / Max: 45 Min: 35 / Avg: 38.57 / Max: 43 Min: 43 / Avg: 46.69 / Max: 51 Min: 35 / Avg: 38.05 / Max: 41 Min: 39 / Avg: 40.58 / Max: 42 Min: 37 / Avg: 38.85 / Max: 40
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 30 60 90 120 150 Min: 10.55 / Avg: 51.25 / Max: 84.79 Min: 25.57 / Avg: 54.14 / Max: 92.97 Min: 43.79 / Avg: 74.07 / Max: 114.2 Min: 44.36 / Avg: 77.57 / Max: 126.76 Min: 70.14 / Avg: 97.38 / Max: 150.67 Min: 73.89 / Avg: 111.6 / Max: 162.3 Min: 23.93 / Avg: 46.11 / Max: 92.68 Min: 30.84 / Avg: 60.68 / Max: 114.51 Min: 34.81 / Avg: 63.05 / Max: 122.89 Min: 5.82 / Avg: 30.64 / Max: 54.32 Min: 6.93 / Avg: 32.82 / Max: 62.88 Min: 6.77 / Avg: 30.56 / Max: 59.99 Min: 11.63 / Avg: 48.41 / Max: 90.62 Min: 7.56 / Avg: 38.35 / Max: 75.53 Min: 9.61 / Avg: 47.77 / Max: 96.5 Min: 9.83 / Avg: 53.18 / Max: 107.25 Min: 8.39 / Avg: 48.73 / Max: 100.29 Min: 14.68 / Avg: 58.46 / Max: 113.02 Min: 16.01 / Avg: 58.8 / Max: 114.53 Min: 9.13 / Avg: 54.85 / Max: 109.02 Min: 6.74 / Avg: 49.84 / Max: 77.61 Min: 24.23 / Avg: 56.34 / Max: 82.22
PlaidML FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 12 24 36 48 60 9.92 11.25 12.30 13.58 13.25 12.27 21.41 22.95 26.42 26.58 32.92 39.25 28.52 37.22 36.00 37.84 40.97 39.12 39.49 44.35 55.22 50.71
FinanceBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better FinanceBench 2016-06-06 GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 12 24 36 48 60 Min: 46 / Avg: 48.28 / Max: 51 Min: 48 / Avg: 50.24 / Max: 52 Min: 38 / Avg: 40.25 / Max: 41 Min: 49 / Avg: 51.2 / Max: 53 Min: 57 / Avg: 59.51 / Max: 61 Min: 57 / Avg: 60.02 / Max: 62 Min: 37 / Avg: 39.65 / Max: 42 Min: 39 / Avg: 41.26 / Max: 43 Min: 45 / Avg: 46.95 / Max: 48 Min: 39 / Avg: 39.08 / Max: 40 Min: 44 / Avg: 46.77 / Max: 48 Min: 33 / Avg: 34.88 / Max: 38 Min: 38 / Avg: 38.51 / Max: 40 Min: 35 / Avg: 35.73 / Max: 38 Min: 46 / Avg: 50.08 / Max: 55 Min: 36 / Avg: 36.97 / Max: 40 Min: 37 / Avg: 38.1 / Max: 41 Min: 37 / Avg: 38.15 / Max: 42 Min: 37 / Avg: 37.87 / Max: 41 Min: 36 / Avg: 37.02 / Max: 40 Min: 44 / Avg: 44.92 / Max: 48 Min: 36 / Avg: 36.8 / Max: 40 Min: 40 / Avg: 41.32 / Max: 44 Min: 40 / Avg: 41.53 / Max: 44
FinanceBench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better FinanceBench 2016-06-06 GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 30 60 90 120 150 Min: 8.56 / Avg: 17.67 / Max: 26.83 Min: 10.48 / Avg: 21.82 / Max: 27.58 Min: 43.49 / Avg: 55.39 / Max: 78.12 Min: 18.68 / Avg: 58.61 / Max: 83.96 Min: 20.5 / Avg: 83.22 / Max: 125.44 Min: 22.44 / Avg: 91.23 / Max: 138.55 Min: 23.25 / Avg: 35.32 / Max: 58.2 Min: 29.92 / Avg: 47.64 / Max: 77.86 Min: 32.71 / Avg: 51.52 / Max: 78.69 Min: 5.83 / Avg: 15.7 / Max: 43.82 Min: 6.59 / Avg: 19.08 / Max: 51.66 Min: 6.72 / Avg: 14.81 / Max: 52.86 Min: 11.34 / Avg: 28.76 / Max: 79.87 Min: 7.53 / Avg: 20.68 / Max: 67.39 Min: 9.61 / Avg: 29.96 / Max: 95.6 Min: 9.76 / Avg: 29.47 / Max: 118.99 Min: 8.14 / Avg: 27.93 / Max: 112.91 Min: 14.52 / Avg: 37.01 / Max: 127.22 Min: 15.39 / Avg: 38.8 / Max: 123.55 Min: 8.9 / Avg: 31.74 / Max: 121.18 Min: 6.48 / Avg: 39.06 / Max: 161.21 Min: 24.56 / Avg: 46.77 / Max: 123.75
FinanceBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better FinanceBench 2016-06-06 GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 13 26 39 52 65 Min: 50 / Avg: 52.52 / Max: 57 Min: 52 / Avg: 53.6 / Max: 55 Min: 39 / Avg: 39.35 / Max: 40 Min: 50 / Avg: 51.97 / Max: 54 Min: 59 / Avg: 61.76 / Max: 66 Min: 58 / Avg: 60.14 / Max: 63 Min: 38 / Avg: 40.3 / Max: 43 Min: 40 / Avg: 42.76 / Max: 46 Min: 43 / Avg: 48.67 / Max: 50 Min: 39 / Avg: 39.94 / Max: 41 Min: 46 / Avg: 47.39 / Max: 50 Min: 34 / Avg: 35.36 / Max: 37 Min: 39 / Avg: 39.86 / Max: 41 Min: 36 / Avg: 37.72 / Max: 40 Min: 45 / Avg: 46.81 / Max: 49 Min: 36 / Avg: 37.83 / Max: 39 Min: 37 / Avg: 38.7 / Max: 41 Min: 38 / Avg: 39.66 / Max: 42 Min: 38 / Avg: 39.74 / Max: 42 Min: 37 / Avg: 38.3 / Max: 40 Min: 45 / Avg: 46.84 / Max: 49 Min: 37 / Avg: 38.31 / Max: 40 Min: 42 / Avg: 43.96 / Max: 46 Min: 41 / Avg: 42.67 / Max: 44
FinanceBench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better FinanceBench 2016-06-06 GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 16 32 48 64 80 Min: 10.57 / Avg: 23.48 / Max: 38.35 Min: 26.23 / Avg: 31.11 / Max: 39.27 Min: 43.88 / Avg: 46.25 / Max: 48.4 Min: 44.36 / Avg: 47.75 / Max: 49.96 Min: 69.22 / Avg: 77.38 / Max: 86.25 Min: 73.14 / Avg: 77.07 / Max: 78.94 Min: 24.02 / Avg: 28.54 / Max: 34.93 Min: 30.74 / Avg: 38.09 / Max: 44.91 Min: 34.48 / Avg: 37.96 / Max: 41.35 Min: 5.79 / Avg: 10.62 / Max: 17.61 Min: 6.65 / Avg: 13.23 / Max: 20.93 Min: 6.77 / Avg: 12.6 / Max: 20.59 Min: 11.38 / Avg: 21.68 / Max: 35 Min: 7.58 / Avg: 14.8 / Max: 25.66 Min: 9.59 / Avg: 21.32 / Max: 35.76 Min: 9.85 / Avg: 24.96 / Max: 41.32 Min: 8.3 / Avg: 20.71 / Max: 37.14 Min: 14.56 / Avg: 28.59 / Max: 46.88 Min: 15.36 / Avg: 31.49 / Max: 51.96 Min: 9 / Avg: 29.32 / Max: 48.16 Min: 6.58 / Avg: 29.78 / Max: 53.12 Min: 24.7 / Avg: 38.84 / Max: 59.62
NeatBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better NeatBench 5 GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 1070 GTX 1080 GTX 1650 GTX 1660 RTX 2060 RTX 2070 RTX 2080 TITAN RTX 12 24 36 48 60 Min: 47 / Avg: 53.89 / Max: 63 Min: 51 / Avg: 53.84 / Max: 58 Min: 43 / Avg: 44.66 / Max: 47 Min: 57 / Avg: 59.02 / Max: 62 Min: 50 / Avg: 51.91 / Max: 53 Min: 53 / Avg: 54.76 / Max: 58 Min: 37 / Avg: 38.37 / Max: 42 Min: 40 / Avg: 41.41 / Max: 44 Min: 41 / Avg: 42.05 / Max: 43 Min: 43 / Avg: 44.89 / Max: 47 Min: 50 / Avg: 51.93 / Max: 54 Min: 46 / Avg: 48.36 / Max: 51
NeatBench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better NeatBench 5 GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 1070 GTX 1080 GTX 1650 GTX 1660 RTX 2060 RTX 2070 RTX 2080 TITAN RTX 20 40 60 80 100 Min: 10.76 / Avg: 39.7 / Max: 80.14 Min: 25.37 / Avg: 41.35 / Max: 81.47 Min: 43.97 / Avg: 58.4 / Max: 97.17 Min: 45.04 / Avg: 65.52 / Max: 125.61 Min: 31.33 / Avg: 48.36 / Max: 115.14 Min: 35.3 / Avg: 53.8 / Max: 126.52 Min: 5.87 / Avg: 18.88 / Max: 56.64 Min: 6.77 / Avg: 20.09 / Max: 57.18 Min: 9.68 / Avg: 36.15 / Max: 70.16 Min: 8.77 / Avg: 33.68 / Max: 64.54 Min: 16.13 / Avg: 47.35 / Max: 77.25 Min: 25.46 / Avg: 60.11 / Max: 97.89
NeatBench Acceleration: GPU OpenBenchmarking.org FPS Per Watt, More Is Better NeatBench 5 Acceleration: GPU GTX 950 GTX 960 GTX 970 GTX 980 GTX 1070 GTX 1080 GTX 1650 GTX 1660 RTX 2060 RTX 2070 RTX 2080 TITAN RTX 0.2385 0.477 0.7155 0.954 1.1925 0.24 0.23 0.26 0.26 0.44 0.46 0.68 0.93 0.78 1.06 0.81 0.80
clpeak GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better clpeak GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 16 32 48 64 80 Min: 50 / Avg: 62.41 / Max: 82 Min: 55 / Avg: 64.23 / Max: 74 Min: 42 / Avg: 50.88 / Max: 61 Min: 57 / Avg: 65.57 / Max: 72 Min: 66 / Avg: 73.28 / Max: 79 Min: 66 / Avg: 72.52 / Max: 78 Min: 40 / Avg: 49.65 / Max: 64 Min: 43 / Avg: 49.61 / Max: 55 Min: 50 / Avg: 53.94 / Max: 59 Min: 40 / Avg: 45.6 / Max: 51 Min: 53 / Avg: 58.72 / Max: 63 Min: 38 / Avg: 40.86 / Max: 49 Min: 43 / Avg: 44.9 / Max: 49 Min: 43 / Avg: 45.32 / Max: 52 Min: 44 / Avg: 49.84 / Max: 61 Min: 41 / Avg: 44.38 / Max: 52 Min: 43 / Avg: 45.35 / Max: 52 Min: 44 / Avg: 47.95 / Max: 54 Min: 47 / Avg: 50.13 / Max: 55 Min: 41 / Avg: 44.64 / Max: 52 Min: 56 / Avg: 58.28 / Max: 63 Min: 42 / Avg: 44.25 / Max: 52 Min: 50 / Avg: 52.72 / Max: 58 Min: 51 / Avg: 53.8 / Max: 59
clpeak GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 50 100 150 200 250 Min: 10.66 / Avg: 57.82 / Max: 109.21 Min: 25.66 / Avg: 79.35 / Max: 143.77 Min: 44.26 / Avg: 94.73 / Max: 174.42 Min: 44.74 / Avg: 116.93 / Max: 183.29 Min: 69.22 / Avg: 150.96 / Max: 249.82 Min: 75.05 / Avg: 154.12 / Max: 249.46 Min: 24.11 / Avg: 61.24 / Max: 122.79 Min: 30.97 / Avg: 66.06 / Max: 137.9 Min: 35.4 / Avg: 92.2 / Max: 182.88 Min: 5.86 / Avg: 20.92 / Max: 68.73 Min: 6.64 / Avg: 30.31 / Max: 98.17 Min: 6.8 / Avg: 30 / Max: 103.08 Min: 11.31 / Avg: 44.1 / Max: 128.36 Min: 7.93 / Avg: 36.64 / Max: 122.25 Min: 9.69 / Avg: 46.48 / Max: 162.89 Min: 9.91 / Avg: 63.1 / Max: 178.71 Min: 8.66 / Avg: 58.78 / Max: 177.55 Min: 15.16 / Avg: 68.39 / Max: 215.86 Min: 15.97 / Avg: 71.5 / Max: 219.93 Min: 9.15 / Avg: 65.65 / Max: 248.15 Min: 7.45 / Avg: 90.75 / Max: 256.14 Min: 26.07 / Avg: 104.56 / Max: 286.49
clpeak OpenCL Test: Integer Compute INT OpenBenchmarking.org GIOPS Per Watt, More Is Better clpeak OpenCL Test: Integer Compute INT GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 30 60 90 120 150 10.27 9.96 12.09 11.17 10.68 11.41 20.82 25.67 26.36 126.24 136.19 144.64 97.06 129.22 115.24 109.84 121.36 124.06 127.85 156.39 150.19 131.83
clpeak GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better clpeak GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 56 / Avg: 64.55 / Max: 67 Min: 59 / Avg: 63.91 / Max: 65 Min: 42 / Avg: 47.54 / Max: 50 Min: 56 / Avg: 61.46 / Max: 64 Min: 65 / Avg: 69.66 / Max: 72 Min: 65 / Avg: 70.26 / Max: 73 Min: 41 / Avg: 45.47 / Max: 47 Min: 44 / Avg: 46.02 / Max: 48 Min: 50 / Avg: 53.28 / Max: 56 Min: 39 / Avg: 42.21 / Max: 44 Min: 52 / Avg: 55.73 / Max: 59 Min: 36 / Avg: 42.02 / Max: 44 Min: 41 / Avg: 45.04 / Max: 47 Min: 40 / Avg: 45.24 / Max: 48 Min: 45 / Avg: 51.82 / Max: 56 Min: 38 / Avg: 45.23 / Max: 48 Min: 40 / Avg: 47.44 / Max: 50 Min: 41 / Avg: 49.2 / Max: 52 Min: 42 / Avg: 50.54 / Max: 54 Min: 39 / Avg: 45.22 / Max: 47 Min: 49 / Avg: 58.62 / Max: 64 Min: 39 / Avg: 44.83 / Max: 47 Min: 45 / Avg: 54.02 / Max: 58 Min: 46 / Avg: 55.06 / Max: 59
clpeak GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 30 60 90 120 150 Min: 10.94 / Avg: 47.84 / Max: 53.44 Min: 27 / Avg: 52.39 / Max: 56.16 Min: 43.97 / Avg: 76.45 / Max: 83.14 Min: 44.75 / Avg: 89.73 / Max: 96.18 Min: 69.51 / Avg: 117.71 / Max: 125.8 Min: 74.08 / Avg: 124.1 / Max: 132.77 Min: 24.22 / Avg: 47.58 / Max: 52.52 Min: 31.08 / Avg: 65.01 / Max: 74.02 Min: 35.4 / Avg: 78.46 / Max: 87.16 Min: 5.89 / Avg: 29.14 / Max: 32.44 Min: 6.69 / Avg: 39.04 / Max: 42.31 Min: 6.88 / Avg: 37.38 / Max: 40.82 Min: 11.51 / Avg: 56.17 / Max: 64.43 Min: 8.02 / Avg: 45.57 / Max: 50.18 Min: 9.77 / Avg: 66.93 / Max: 76.73 Min: 10.24 / Avg: 78.6 / Max: 85.65 Min: 8.98 / Avg: 71.77 / Max: 78.52 Min: 14.8 / Avg: 83.1 / Max: 90.69 Min: 15.41 / Avg: 94.68 / Max: 108.82 Min: 9.08 / Avg: 87.4 / Max: 96.43 Min: 7.74 / Avg: 124.66 / Max: 137.37 Min: 25.14 / Avg: 137.68 / Max: 152.18
clpeak OpenCL Test: Double-Precision Double OpenBenchmarking.org GFLOPS Per Watt, More Is Better clpeak OpenCL Test: Double-Precision Double GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 1.0148 2.0296 3.0444 4.0592 5.074 1.46 1.76 1.80 1.78 1.68 1.77 3.17 3.44 3.80 3.75 4.05 4.51 3.07 4.05 3.47 3.33 3.73 3.72 3.65 4.31 4.19 3.98
clpeak GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better clpeak GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 13 26 39 52 65 Min: 53 / Avg: 60.08 / Max: 69 Min: 54 / Avg: 58.82 / Max: 65 Min: 42 / Avg: 43.68 / Max: 49 Min: 54 / Avg: 56.65 / Max: 61 Min: 62 / Avg: 64.64 / Max: 67 Min: 65 / Avg: 66.09 / Max: 69 Min: 40 / Avg: 42.77 / Max: 49 Min: 43 / Avg: 44.68 / Max: 46 Min: 50 / Avg: 51.35 / Max: 54 Min: 40 / Avg: 40.9 / Max: 43 Min: 50 / Avg: 51.89 / Max: 54 Min: 37 / Avg: 39.51 / Max: 45 Min: 42 / Avg: 43.37 / Max: 46 Min: 41 / Avg: 43.05 / Max: 47 Min: 44 / Avg: 50.88 / Max: 59 Min: 39 / Avg: 41.4 / Max: 46 Min: 42 / Avg: 44.09 / Max: 49 Min: 42 / Avg: 44.89 / Max: 50 Min: 42 / Avg: 45.28 / Max: 49 Min: 40 / Avg: 42.42 / Max: 47 Min: 49 / Avg: 51.93 / Max: 56 Min: 40 / Avg: 41.69 / Max: 46 Min: 46 / Avg: 49.5 / Max: 54 Min: 47 / Avg: 49.86 / Max: 55
clpeak GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 40 80 120 160 200 Min: 10.76 / Avg: 38.87 / Max: 66.5 Min: 25.39 / Avg: 43.35 / Max: 78.13 Min: 43.88 / Avg: 62.3 / Max: 110.68 Min: 44.46 / Avg: 73.9 / Max: 130.16 Min: 69.23 / Avg: 97.54 / Max: 163.18 Min: 73.61 / Avg: 103.4 / Max: 173.43 Min: 24.22 / Avg: 37.98 / Max: 72.74 Min: 31.27 / Avg: 49.62 / Max: 104.99 Min: 34.74 / Avg: 58.25 / Max: 128.43 Min: 5.83 / Avg: 17.68 / Max: 48.63 Min: 6.73 / Avg: 24.94 / Max: 64.76 Min: 6.77 / Avg: 23.12 / Max: 65.88 Min: 11.55 / Avg: 37.01 / Max: 87.25 Min: 7.77 / Avg: 27.66 / Max: 77.07 Min: 9.69 / Avg: 38.53 / Max: 112.04 Min: 9.79 / Avg: 52.96 / Max: 127.22 Min: 8.97 / Avg: 51.44 / Max: 121 Min: 14.82 / Avg: 55 / Max: 139.79 Min: 15.74 / Avg: 57.78 / Max: 153.32 Min: 9.13 / Avg: 51.96 / Max: 154.62 Min: 7.42 / Avg: 79.9 / Max: 222.45 Min: 25.37 / Avg: 91.58 / Max: 238.89
clpeak OpenCL Test: Single-Precision Float OpenBenchmarking.org GFLOPS Per Watt, More Is Better clpeak OpenCL Test: Single-Precision Float GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 40 80 120 160 200 50.81 60.09 62.20 60.52 56.52 59.20 108.23 122.80 141.08 151.21 165.34 196.49 119.96 172.74 140.61 132.83 141.26 155.29 158.55 197.54 169.42 154.83
clpeak GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better clpeak GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 13 26 39 52 65 Min: 53 / Avg: 58.42 / Max: 62 Min: 54 / Avg: 56 / Max: 58 Min: 41 / Avg: 43.25 / Max: 45 Min: 56 / Avg: 57.33 / Max: 60 Min: 61 / Avg: 63.08 / Max: 65 Min: 61 / Avg: 63.91 / Max: 67 Min: 42 / Avg: 44.19 / Max: 46 Min: 44 / Avg: 46.18 / Max: 48 Min: 52 / Avg: 53.45 / Max: 55 Min: 41 / Avg: 41.44 / Max: 42 Min: 52 / Avg: 52.55 / Max: 53 Min: 39 / Avg: 41.72 / Max: 46 Min: 43 / Avg: 45.17 / Max: 47 Min: 43 / Avg: 45.17 / Max: 48 Min: 44 / Avg: 51.16 / Max: 60 Min: 40 / Avg: 42.47 / Max: 46 Min: 44 / Avg: 46.48 / Max: 50 Min: 44 / Avg: 45.95 / Max: 50 Min: 44 / Avg: 46.51 / Max: 51 Min: 42 / Avg: 43.98 / Max: 48 Min: 52 / Avg: 53.51 / Max: 57 Min: 41 / Avg: 43.52 / Max: 48 Min: 49 / Avg: 51.02 / Max: 55 Min: 49 / Avg: 50.95 / Max: 55
clpeak GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 40 80 120 160 200 Min: 11.72 / Avg: 42.12 / Max: 64.29 Min: 26.72 / Avg: 42.27 / Max: 63.07 Min: 43.97 / Avg: 61.98 / Max: 96 Min: 44.85 / Avg: 69.05 / Max: 109.81 Min: 69.04 / Avg: 100.57 / Max: 161.89 Min: 72.66 / Avg: 115.96 / Max: 169.56 Min: 24.21 / Avg: 43.45 / Max: 69.63 Min: 33.24 / Avg: 57.83 / Max: 93.93 Min: 34.9 / Avg: 62.12 / Max: 105.28 Min: 5.94 / Avg: 21.03 / Max: 49.94 Min: 6.73 / Avg: 26.03 / Max: 65.39 Min: 6.82 / Avg: 28.33 / Max: 64.09 Min: 11.71 / Avg: 42.96 / Max: 108.2 Min: 7.9 / Avg: 34.8 / Max: 91.2 Min: 9.76 / Avg: 46.29 / Max: 113.61 Min: 9.89 / Avg: 51.14 / Max: 150.47 Min: 9.21 / Avg: 46.8 / Max: 141.86 Min: 14.77 / Avg: 56.41 / Max: 155.24 Min: 16.08 / Avg: 56.53 / Max: 146.62 Min: 9.06 / Avg: 54.2 / Max: 148.63 Min: 8.04 / Avg: 81.32 / Max: 221.57 Min: 26.18 / Avg: 77.48 / Max: 220.21
clpeak OpenCL Test: Global Memory Bandwidth OpenBenchmarking.org GBPS Per Watt, More Is Better clpeak OpenCL Test: Global Memory Bandwidth GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 2 4 6 8 10 2.14 1.95 2.33 2.39 2.63 2.13 3.40 3.41 3.59 5.01 6.03 5.58 6.43 6.75 5.98 7.21 7.89 6.55 6.53 7.49 6.23 6.85
ArrayFire GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better ArrayFire 3.7 GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 51 / Avg: 57.41 / Max: 64 Min: 53 / Avg: 56.39 / Max: 60 Min: 45 / Avg: 47.64 / Max: 51 Min: 58 / Avg: 62.29 / Max: 66 Min: 65 / Avg: 68.04 / Max: 72 Min: 65 / Avg: 68.16 / Max: 72 Min: 43 / Avg: 46.56 / Max: 51 Min: 48 / Avg: 50.14 / Max: 54 Min: 54 / Avg: 56.91 / Max: 59 Min: 42 / Avg: 43.29 / Max: 45 Min: 56 / Avg: 58.69 / Max: 62 Min: 42 / Avg: 45.54 / Max: 50 Min: 46 / Avg: 48.09 / Max: 50 Min: 46 / Avg: 48.45 / Max: 52 Min: 43 / Avg: 50.39 / Max: 58 Min: 42 / Avg: 45.47 / Max: 49 Min: 47 / Avg: 50.34 / Max: 54 Min: 47 / Avg: 50.28 / Max: 54 Min: 49 / Avg: 51.79 / Max: 56 Min: 45 / Avg: 47.64 / Max: 51 Min: 56 / Avg: 59.59 / Max: 64 Min: 45 / Avg: 47.25 / Max: 50 Min: 53 / Avg: 55.13 / Max: 59 Min: 53 / Avg: 55.85 / Max: 60
ArrayFire GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better ArrayFire 3.7 GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 30 60 90 120 150 Min: 11.52 / Avg: 47.66 / Max: 79.99 Min: 25.48 / Avg: 48.37 / Max: 79 Min: 44.07 / Avg: 70.13 / Max: 111.84 Min: 45.13 / Avg: 79.99 / Max: 125.42 Min: 69.99 / Avg: 106.37 / Max: 154.68 Min: 74.47 / Avg: 113.09 / Max: 160.53 Min: 24.41 / Avg: 48.03 / Max: 83.69 Min: 31.75 / Avg: 63.05 / Max: 106.44 Min: 35.88 / Avg: 71.08 / Max: 114.34 Min: 6.12 / Avg: 26.47 / Max: 51.86 Min: 6.77 / Avg: 32.81 / Max: 65.03 Min: 6.89 / Avg: 30.36 / Max: 60.65 Min: 12.96 / Avg: 51.78 / Max: 99.21 Min: 8.35 / Avg: 41.34 / Max: 82.92 Min: 9.91 / Avg: 54.1 / Max: 103.84 Min: 10.31 / Avg: 65.56 / Max: 133.6 Min: 9.57 / Avg: 60.23 / Max: 123.44 Min: 14.98 / Avg: 70.4 / Max: 136.14 Min: 16.9 / Avg: 76.69 / Max: 135 Min: 9.43 / Avg: 66.35 / Max: 129.31 Min: 9.06 / Avg: 86.68 / Max: 181.59 Min: 28.35 / Avg: 94.15 / Max: 182.06
ArrayFire GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better ArrayFire 3.7 GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 15 30 45 60 75 Min: 52 / Avg: 66.96 / Max: 73 Min: 53 / Avg: 65.58 / Max: 70 Min: 39 / Avg: 53.58 / Max: 61 Min: 51 / Avg: 64.28 / Max: 73 Min: 60 / Avg: 71.63 / Max: 79 Min: 60 / Avg: 72.52 / Max: 80 Min: 38 / Avg: 50.53 / Max: 56 Min: 41 / Avg: 51.23 / Max: 58 Min: 47 / Avg: 57.3 / Max: 64 Min: 39 / Avg: 45.5 / Max: 50 Min: 47 / Avg: 59.51 / Max: 67 Min: 38 / Avg: 49.78 / Max: 56 Min: 43 / Avg: 49.75 / Max: 54 Min: 40 / Avg: 51.11 / Max: 58 Min: 48 / Avg: 57.72 / Max: 62 Min: 40 / Avg: 51.06 / Max: 57 Min: 43 / Avg: 54.71 / Max: 61 Min: 42 / Avg: 54.41 / Max: 61 Min: 43 / Avg: 54.74 / Max: 62 Min: 41 / Avg: 50.42 / Max: 56 Min: 52 / Avg: 64.83 / Max: 72 Min: 40 / Avg: 50.13 / Max: 56 Min: 46 / Avg: 58.03 / Max: 65 Min: 47 / Avg: 59.36 / Max: 67
ArrayFire GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better ArrayFire 3.7 GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 50 100 150 200 250 Min: 10.76 / Avg: 70.38 / Max: 86.87 Min: 25.47 / Avg: 79.63 / Max: 100.47 Min: 43.78 / Avg: 116.71 / Max: 150.09 Min: 44.36 / Avg: 132.4 / Max: 175.21 Min: 70.07 / Avg: 158.45 / Max: 207.51 Min: 72.38 / Avg: 171.56 / Max: 228.77 Min: 24.01 / Avg: 77.41 / Max: 102.38 Min: 31.01 / Avg: 96.16 / Max: 143.15 Min: 34.56 / Avg: 119.09 / Max: 169.63 Min: 5.86 / Avg: 48.18 / Max: 61.53 Min: 6.77 / Avg: 61.46 / Max: 80.37 Min: 6.84 / Avg: 60 / Max: 82.23 Min: 12.35 / Avg: 84.75 / Max: 108.52 Min: 8.16 / Avg: 77.08 / Max: 102.45 Min: 9.78 / Avg: 102.48 / Max: 136.85 Min: 9.89 / Avg: 116.2 / Max: 159.29 Min: 9.02 / Avg: 110.13 / Max: 155.62 Min: 15.02 / Avg: 127.33 / Max: 173.59 Min: 15.82 / Avg: 140.77 / Max: 191.1 Min: 9.29 / Avg: 137.32 / Max: 188.58 Min: 8.24 / Avg: 185.97 / Max: 264.3 Min: 25.28 / Avg: 198.01 / Max: 278.02
ArrayFire Test: BLAS OpenCL OpenBenchmarking.org GFLOPS Per Watt, More Is Better ArrayFire 3.7 Test: BLAS OpenCL GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 10 20 30 40 50 14.49 16.36 21.06 21.34 15.39 21.56 36.90 30.22 42.76 23.42 26.16 28.54 20.83 24.36 22.65 22.56 24.34 23.93 23.86 26.75 26.01 25.46
Rodinia GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Rodinia 3.1 GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 50 / Avg: 56.37 / Max: 60 Min: 52 / Avg: 54.9 / Max: 58 Min: 41 / Avg: 43.29 / Max: 47 Min: 54 / Avg: 56.12 / Max: 61 Min: 61 / Avg: 63.5 / Max: 69 Min: 61 / Avg: 63.75 / Max: 70 Min: 40 / Avg: 43.24 / Max: 46 Min: 43 / Avg: 45.03 / Max: 49 Min: 50 / Avg: 52.69 / Max: 58 Min: 40 / Avg: 40.3 / Max: 41 Min: 50 / Avg: 52.55 / Max: 58 Min: 39 / Avg: 42.15 / Max: 43 Min: 44 / Avg: 46.24 / Max: 47 Min: 42 / Avg: 44.46 / Max: 45 Min: 43 / Avg: 51.19 / Max: 56 Min: 41 / Avg: 43.78 / Max: 44 Min: 45 / Avg: 47.85 / Max: 49 Min: 44 / Avg: 47.14 / Max: 48 Min: 45 / Avg: 47.78 / Max: 48 Min: 43 / Avg: 45.5 / Max: 46 Min: 54 / Avg: 56.6 / Max: 58 Min: 42 / Avg: 44.12 / Max: 45 Min: 48 / Avg: 50.92 / Max: 52 Min: 49 / Avg: 51.81 / Max: 52
Rodinia GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Rodinia 3.1 GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 20 40 60 80 100 Min: 10.66 / Avg: 38.01 / Max: 39.49 Min: 26.34 / Avg: 37.62 / Max: 38.52 Min: 45.71 / Avg: 56.68 / Max: 57.46 Min: 46.17 / Avg: 62.27 / Max: 64.02 Min: 70.45 / Avg: 87.6 / Max: 89.55 Min: 76.82 / Avg: 93.58 / Max: 94.86 Min: 24.12 / Avg: 34.46 / Max: 35.32 Min: 31.08 / Avg: 47.31 / Max: 49.36 Min: 35.06 / Avg: 49.87 / Max: 52.33 Min: 5.95 / Avg: 22.95 / Max: 24.36 Min: 6.84 / Avg: 29.1 / Max: 31.23 Min: 6.81 / Avg: 27.3 / Max: 29.61 Min: 11.3 / Avg: 46.02 / Max: 49.79 Min: 7.98 / Avg: 35.43 / Max: 37.66 Min: 9.81 / Avg: 52.58 / Max: 55.93 Min: 9.76 / Avg: 56.88 / Max: 60.86 Min: 9.13 / Avg: 51.98 / Max: 55.57 Min: 14.87 / Avg: 62.52 / Max: 66.64 Min: 15.31 / Avg: 73.44 / Max: 78.6 Min: 9.04 / Avg: 62.71 / Max: 66.91 Min: 7.4 / Avg: 84.79 / Max: 92.09 Min: 25.7 / Avg: 91.87 / Max: 97.82
Rodinia GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Rodinia 3.1 GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 53 / Avg: 66.84 / Max: 71 Min: 54 / Avg: 65.43 / Max: 70 Min: 39 / Avg: 50.35 / Max: 57 Min: 51 / Avg: 61.18 / Max: 67 Min: 59 / Avg: 67.93 / Max: 73 Min: 59 / Avg: 68.47 / Max: 75 Min: 39 / Avg: 51.26 / Max: 56 Min: 41 / Avg: 49.31 / Max: 54 Min: 48 / Avg: 57.03 / Max: 63 Min: 39 / Avg: 43.62 / Max: 47 Min: 48 / Avg: 56.89 / Max: 64 Min: 39 / Avg: 45.53 / Max: 49 Min: 46 / Avg: 49.22 / Max: 51 Min: 42 / Avg: 47.29 / Max: 50 Min: 45 / Avg: 52.09 / Max: 57 Min: 39 / Avg: 45.78 / Max: 49 Min: 45 / Avg: 51 / Max: 54 Min: 45 / Avg: 50.5 / Max: 54 Min: 44 / Avg: 49.31 / Max: 53 Min: 44 / Avg: 48.48 / Max: 51 Min: 52 / Avg: 56.89 / Max: 61 Min: 43 / Avg: 46.43 / Max: 49 Min: 49 / Avg: 53.32 / Max: 56 Min: 50 / Avg: 54.12 / Max: 57
Rodinia GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Rodinia 3.1 GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 30 60 90 120 150 Min: 10.76 / Avg: 63.33 / Max: 73.69 Min: 25.47 / Avg: 71.64 / Max: 87.25 Min: 44.26 / Avg: 97.33 / Max: 124.38 Min: 45.42 / Avg: 107.48 / Max: 144.02 Min: 68.56 / Avg: 126.47 / Max: 173.75 Min: 72.18 / Avg: 136.64 / Max: 185.98 Min: 23.92 / Avg: 66.75 / Max: 89.56 Min: 30.92 / Avg: 87.67 / Max: 128.84 Min: 34.81 / Avg: 99.28 / Max: 152.91 Min: 6.06 / Avg: 34.28 / Max: 41.16 Min: 6.86 / Avg: 42.32 / Max: 54.72 Min: 6.83 / Avg: 39.33 / Max: 50.42 Min: 11.43 / Avg: 58.56 / Max: 74.93 Min: 7.97 / Avg: 48.45 / Max: 62.13 Min: 9.76 / Avg: 69.82 / Max: 94.07 Min: 9.74 / Avg: 74.68 / Max: 103.3 Min: 8.55 / Avg: 66.6 / Max: 94.64 Min: 14.96 / Avg: 79.27 / Max: 114.15 Min: 15.62 / Avg: 84.41 / Max: 124.36 Min: 9.15 / Avg: 78.46 / Max: 121.81 Min: 7.62 / Avg: 98.87 / Max: 172.87 Min: 26.4 / Avg: 111.08 / Max: 186.57
Rodinia GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Rodinia 3.1 GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 13 26 39 52 65 Min: 52 / Avg: 58.76 / Max: 61 Min: 55 / Avg: 56.89 / Max: 58 Min: 41 / Avg: 43.14 / Max: 45 Min: 55 / Avg: 57.36 / Max: 62 Min: 61 / Avg: 63.04 / Max: 67 Min: 61 / Avg: 63.3 / Max: 67 Min: 41 / Avg: 43.52 / Max: 46 Min: 43 / Avg: 44.94 / Max: 47 Min: 51 / Avg: 52.92 / Max: 56 Min: 40 / Avg: 40.95 / Max: 43 Min: 50 / Avg: 53.04 / Max: 57 Min: 42 / Avg: 45.23 / Max: 48 Min: 48 / Avg: 50.91 / Max: 53 Min: 45 / Avg: 48.41 / Max: 52 Min: 43 / Avg: 50.99 / Max: 55 Min: 41 / Avg: 44.25 / Max: 47 Min: 48 / Avg: 50.95 / Max: 53 Min: 48 / Avg: 51.58 / Max: 54 Min: 47 / Avg: 50.76 / Max: 54 Min: 47 / Avg: 50.9 / Max: 54 Min: 55 / Avg: 58.64 / Max: 62 Min: 46 / Avg: 49.01 / Max: 52 Min: 53 / Avg: 56.63 / Max: 60 Min: 53 / Avg: 56.83 / Max: 60
Rodinia GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Rodinia 3.1 GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 20 40 60 80 100 Min: 10.76 / Avg: 38.08 / Max: 39.97 Min: 25.57 / Avg: 37.56 / Max: 40.04 Min: 43.79 / Avg: 55.88 / Max: 56.78 Min: 44.65 / Avg: 61.74 / Max: 64.12 Min: 68.73 / Avg: 86.48 / Max: 88.86 Min: 72.86 / Avg: 92.45 / Max: 94.96 Min: 24.4 / Avg: 33.92 / Max: 34.83 Min: 31.07 / Avg: 46.93 / Max: 48.38 Min: 35.39 / Avg: 49.66 / Max: 52.44 Min: 6.2 / Avg: 22.98 / Max: 24.92 Min: 6.68 / Avg: 28.82 / Max: 32.64 Min: 6.81 / Avg: 27 / Max: 30.78 Min: 11.41 / Avg: 43.61 / Max: 49.31 Min: 8.09 / Avg: 34.82 / Max: 37.61 Min: 9.85 / Avg: 52.51 / Max: 56.78 Min: 9.98 / Avg: 57.91 / Max: 63.03 Min: 9.59 / Avg: 52.05 / Max: 56.61 Min: 14.99 / Avg: 63.75 / Max: 68.18 Min: 16.36 / Avg: 72.62 / Max: 80.45 Min: 9.2 / Avg: 63.31 / Max: 68.64 Min: 8.42 / Avg: 85.18 / Max: 93.01 Min: 28.39 / Avg: 95.63 / Max: 104.45
LuxCoreRender OpenCL GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 15 30 45 60 75 Min: 51 / Avg: 64.24 / Max: 67 Min: 54 / Avg: 63.68 / Max: 66 Min: 42 / Avg: 51.41 / Max: 54 Min: 60 / Avg: 67.08 / Max: 70 Min: 67 / Avg: 72.15 / Max: 75 Min: 67 / Avg: 73.3 / Max: 77 Min: 43 / Avg: 51.77 / Max: 54 Min: 48 / Avg: 52.79 / Max: 55 Min: 58 / Avg: 61.15 / Max: 63 Min: 41 / Avg: 45.37 / Max: 47 Min: 53 / Avg: 60.67 / Max: 64 Min: 46 / Avg: 54.15 / Max: 57 Min: 50 / Avg: 56.2 / Max: 59 Min: 49 / Avg: 57.98 / Max: 61 Min: 43 / Avg: 56.95 / Max: 60 Min: 43 / Avg: 53.33 / Max: 56 Min: 50 / Avg: 59.77 / Max: 63 Min: 52 / Avg: 61.53 / Max: 64 Min: 51 / Avg: 60.11 / Max: 64 Min: 51 / Avg: 59.52 / Max: 63 Min: 57 / Avg: 70 / Max: 74 Min: 48 / Avg: 57.04 / Max: 60 Min: 55 / Avg: 66.31 / Max: 70 Min: 56 / Avg: 66.77 / Max: 70
LuxCoreRender OpenCL GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 40 80 120 160 200 Min: 8.84 / Avg: 54.64 / Max: 65.95 Min: 8.74 / Avg: 59 / Max: 69.19 Min: 15.58 / Avg: 90.48 / Max: 102.4 Min: 16.35 / Avg: 103.4 / Max: 117.54 Min: 69.98 / Avg: 132.95 / Max: 146.73 Min: 27.31 / Avg: 143.81 / Max: 159.29 Min: 8.17 / Avg: 58.96 / Max: 71.04 Min: 31.41 / Avg: 83.19 / Max: 96.02 Min: 8.06 / Avg: 90.12 / Max: 106.33 Min: 6.24 / Avg: 44.99 / Max: 53.28 Min: 6.84 / Avg: 56.54 / Max: 67.05 Min: 6.92 / Avg: 57.37 / Max: 67.67 Min: 11.39 / Avg: 83.39 / Max: 96.86 Min: 8.27 / Avg: 72.78 / Max: 85.29 Min: 9.83 / Avg: 95.49 / Max: 112.99 Min: 10.05 / Avg: 107.3 / Max: 127.48 Min: 8.82 / Avg: 101.18 / Max: 118.96 Min: 15.06 / Avg: 127.11 / Max: 149.45 Min: 16.79 / Avg: 136.69 / Max: 160.16 Min: 9.22 / Avg: 126.41 / Max: 148.49 Min: 8.82 / Avg: 171.77 / Max: 204.48 Min: 29.15 / Avg: 184.38 / Max: 215.68
LuxCoreRender OpenCL Scene: Food OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender OpenCL 2.3 Scene: Food GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 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 0.02 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.02 0.01 0.01
LuxCoreRender OpenCL GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 50 / Avg: 64.98 / Max: 67 Min: 53 / Avg: 62.59 / Max: 65 Min: 45 / Avg: 51.41 / Max: 53 Min: 62 / Avg: 67.14 / Max: 68 Min: 67 / Avg: 70.8 / Max: 72 Min: 67 / Avg: 71.16 / Max: 73 Min: 44 / Avg: 53.82 / Max: 56 Min: 49 / Avg: 54.56 / Max: 56 Min: 59 / Avg: 61.43 / Max: 62 Min: 43 / Avg: 45.47 / Max: 46 Min: 59 / Avg: 60.23 / Max: 61 Min: 48 / Avg: 54.9 / Max: 56 Min: 52 / Avg: 55.72 / Max: 56 Min: 54 / Avg: 58.09 / Max: 60 Min: 44 / Avg: 55.11 / Max: 58 Min: 46 / Avg: 52.14 / Max: 54 Min: 53 / Avg: 59.13 / Max: 61 Min: 55 / Avg: 62.82 / Max: 66 Min: 57 / Avg: 61.64 / Max: 64 Min: 55 / Avg: 59.19 / Max: 61 Min: 63 / Avg: 66.85 / Max: 68 Min: 52 / Avg: 56.56 / Max: 58 Min: 61 / Avg: 65.13 / Max: 67 Min: 61 / Avg: 65.44 / Max: 68
LuxCoreRender OpenCL GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 40 80 120 160 200 Min: 8.85 / Avg: 61.26 / Max: 69.65 Min: 8.75 / Avg: 61.67 / Max: 68.14 Min: 15.79 / Avg: 93.88 / Max: 102.91 Min: 16.36 / Avg: 105.32 / Max: 116.36 Min: 17.07 / Avg: 132.71 / Max: 150.31 Min: 18.58 / Avg: 140.1 / Max: 157.68 Min: 7.11 / Avg: 65.55 / Max: 74.79 Min: 9.51 / Avg: 84.72 / Max: 98.6 Min: 8.94 / Avg: 84.06 / Max: 93.52 Min: 6.66 / Avg: 46.15 / Max: 51.34 Min: 6.81 / Avg: 52.04 / Max: 56.28 Min: 6.94 / Avg: 55.33 / Max: 65.23 Min: 12.5 / Avg: 79.62 / Max: 92.09 Min: 8.23 / Avg: 69.24 / Max: 79.18 Min: 9.92 / Avg: 94.01 / Max: 113.17 Min: 10.1 / Avg: 115.26 / Max: 146.1 Min: 10.31 / Avg: 106.39 / Max: 135.66 Min: 15.7 / Avg: 112.53 / Max: 141.4 Min: 17.55 / Avg: 120.03 / Max: 144.72 Min: 9.5 / Avg: 110.62 / Max: 134.26 Min: 11.02 / Avg: 152.05 / Max: 198.63 Min: 32.37 / Avg: 164.15 / Max: 211.46
LuxCoreRender OpenCL Scene: Rainbow Colors and Prism OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender OpenCL 2.3 Scene: Rainbow Colors and Prism GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.0225 0.045 0.0675 0.09 0.1125 0.05 0.05 0.05 0.05 0.05 0.05 0.08 0.08 0.05 0.09 0.05 0.10 0.07 0.07 0.08 0.10 0.10 0.09 0.08 0.08 0.08 0.08
LuxCoreRender OpenCL GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 15 30 45 60 75 Min: 51 / Avg: 66.08 / Max: 69 Min: 53 / Avg: 65.26 / Max: 68 Min: 43 / Avg: 55.61 / Max: 58 Min: 59 / Avg: 69.75 / Max: 73 Min: 65 / Avg: 75.49 / Max: 79 Min: 65 / Avg: 76.66 / Max: 80 Min: 43 / Avg: 56.12 / Max: 58 Min: 47 / Avg: 56.85 / Max: 59 Min: 56 / Avg: 64.88 / Max: 68 Min: 41 / Avg: 47.28 / Max: 49 Min: 56 / Avg: 64.6 / Max: 68 Min: 47 / Avg: 58.18 / Max: 61 Min: 51 / Avg: 57.16 / Max: 60 Min: 52 / Avg: 62.73 / Max: 66 Min: 43 / Avg: 60.26 / Max: 63 Min: 44 / Avg: 55.86 / Max: 59 Min: 51 / Avg: 64 / Max: 67 Min: 53 / Avg: 67.61 / Max: 71 Min: 54 / Avg: 66.84 / Max: 71 Min: 53 / Avg: 63.15 / Max: 66 Min: 60 / Avg: 73.48 / Max: 77 Min: 51 / Avg: 60.29 / Max: 63 Min: 57 / Avg: 70.39 / Max: 73 Min: 58 / Avg: 70.91 / Max: 74
LuxCoreRender OpenCL GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 40 80 120 160 200 Min: 8.94 / Avg: 64.05 / Max: 72.87 Min: 8.75 / Avg: 71.33 / Max: 79.18 Min: 15.6 / Avg: 107.29 / Max: 115.08 Min: 16.26 / Avg: 119.11 / Max: 130.86 Min: 16.97 / Avg: 151.53 / Max: 161.67 Min: 18.87 / Avg: 163.28 / Max: 176.5 Min: 6.82 / Avg: 72.94 / Max: 82.93 Min: 9.08 / Avg: 100.66 / Max: 113.55 Min: 8.6 / Avg: 106.6 / Max: 119.21 Min: 6.53 / Avg: 53.72 / Max: 58.56 Min: 6.95 / Avg: 61.64 / Max: 67.79 Min: 6.96 / Avg: 69.38 / Max: 76.5 Min: 11.59 / Avg: 95.71 / Max: 104.88 Min: 8.11 / Avg: 83.51 / Max: 91.56 Min: 9.88 / Avg: 118.19 / Max: 128.53 Min: 9.96 / Avg: 141.46 / Max: 155.06 Min: 9.33 / Avg: 134.55 / Max: 148.35 Min: 15.32 / Avg: 146.09 / Max: 159 Min: 16.54 / Avg: 158.89 / Max: 173.12 Min: 9.61 / Avg: 143.22 / Max: 155.86 Min: 9.21 / Avg: 208.23 / Max: 228.17 Min: 30.73 / Avg: 218.61 / Max: 238.09
LuxCoreRender OpenCL Scene: DLSC OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender OpenCL 2.3 Scene: DLSC GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.009 0.018 0.027 0.036 0.045 0.02 0.02 0.02 0.02 0.02 0.02 0.02 0.02 0.02 0.03 0.03 0.04 0.03 0.03 0.03 0.03 0.03 0.03 0.03 0.03 0.03 0.03
LuxCoreRender OpenCL GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 15 30 45 60 75 Min: 48 / Avg: 64.51 / Max: 68 Min: 52 / Avg: 63.88 / Max: 67 Min: 45 / Avg: 52.7 / Max: 55 Min: 64 / Avg: 68.43 / Max: 70 Min: 67 / Avg: 73.35 / Max: 77 Min: 67 / Avg: 74.8 / Max: 78 Min: 44 / Avg: 54.13 / Max: 56 Min: 48 / Avg: 55.68 / Max: 58 Min: 59 / Avg: 63.75 / Max: 66 Min: 43 / Avg: 46.89 / Max: 48 Min: 60 / Avg: 63.57 / Max: 65 Min: 49 / Avg: 57.1 / Max: 59 Min: 53 / Avg: 57.09 / Max: 59 Min: 55 / Avg: 61.88 / Max: 64 Min: 44 / Avg: 58.55 / Max: 62 Min: 46 / Avg: 54.11 / Max: 57 Min: 53 / Avg: 62.49 / Max: 65 Min: 55 / Avg: 66.1 / Max: 69 Min: 58 / Avg: 65.68 / Max: 68 Min: 56 / Avg: 62.59 / Max: 65 Min: 63 / Avg: 71.52 / Max: 75 Min: 54 / Avg: 60.5 / Max: 63 Min: 62 / Avg: 69.64 / Max: 72 Min: 62 / Avg: 69.84 / Max: 72
LuxCoreRender OpenCL GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 40 80 120 160 200 Min: 8.84 / Avg: 58.71 / Max: 69.07 Min: 8.75 / Avg: 64.42 / Max: 74.57 Min: 15.58 / Avg: 97.91 / Max: 109.89 Min: 16.55 / Avg: 107.24 / Max: 124.46 Min: 17.15 / Avg: 141.37 / Max: 157.39 Min: 18.68 / Avg: 152.69 / Max: 170.01 Min: 6.91 / Avg: 67.54 / Max: 78.07 Min: 9.85 / Avg: 92.59 / Max: 107.45 Min: 8.89 / Avg: 98.17 / Max: 113.19 Min: 6.67 / Avg: 49.99 / Max: 57.06 Min: 7.08 / Avg: 56.85 / Max: 65.46 Min: 7.02 / Avg: 63.52 / Max: 73.59 Min: 12.48 / Avg: 89.51 / Max: 102.26 Min: 8.01 / Avg: 75.03 / Max: 86.97 Min: 10.02 / Avg: 107.3 / Max: 123.66 Min: 10.07 / Avg: 129.42 / Max: 151.14 Min: 10.72 / Avg: 122.57 / Max: 142.7 Min: 15.74 / Avg: 133.9 / Max: 154.01 Min: 18.08 / Avg: 143.74 / Max: 165.26 Min: 9.48 / Avg: 129.97 / Max: 149.58 Min: 9.89 / Avg: 188.03 / Max: 219.76 Min: 33.01 / Avg: 198.26 / Max: 230.17
LuxCoreRender OpenCL Scene: LuxCore Benchmark OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender OpenCL 2.3 Scene: LuxCore Benchmark GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.0068 0.0136 0.0204 0.0272 0.034 0.01 0.02 0.01 0.02 0.01 0.01 0.02 0.02 0.02 0.03 0.02 0.03 0.03 0.03 0.03 0.03 0.03 0.03 0.02 0.03 0.03 0.03
OctaneBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OctaneBench 4.00c GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 16 32 48 64 80 Min: 48 / Avg: 65.98 / Max: 71 Min: 50 / Avg: 64.99 / Max: 69 Min: 34 / Avg: 55.54 / Max: 61 Min: 45 / Avg: 71.18 / Max: 78 Min: 52 / Avg: 77.62 / Max: 82 Min: 51 / Avg: 78.62 / Max: 83 Min: 38 / Avg: 55.91 / Max: 60 Min: 40 / Avg: 56.55 / Max: 60 Min: 50 / Avg: 66.01 / Max: 70 Min: 37 / Avg: 48.11 / Max: 50 Min: 51 / Avg: 67.29 / Max: 71 Min: 34 / Avg: 58.68 / Max: 65 Min: 39 / Avg: 58.08 / Max: 64 Min: 36 / Avg: 63.41 / Max: 70 Min: 48 / Avg: 64.26 / Max: 68 Min: 35 / Avg: 58.45 / Max: 63 Min: 37 / Avg: 63.69 / Max: 70 Min: 36 / Avg: 67.43 / Max: 74 Min: 38 / Avg: 69.66 / Max: 76 Min: 36 / Avg: 62.21 / Max: 70 Min: 42 / Avg: 74.54 / Max: 81 Min: 34 / Avg: 60.67 / Max: 69 Min: 37 / Avg: 69.87 / Max: 77 Min: 39 / Avg: 71.86 / Max: 78
OctaneBench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OctaneBench 4.00c GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 50 100 150 200 250 Min: 8.94 / Avg: 67.05 / Max: 78.36 Min: 8.74 / Avg: 74.17 / Max: 90.01 Min: 15.69 / Avg: 114.25 / Max: 134.64 Min: 15.39 / Avg: 130.04 / Max: 152.6 Min: 16 / Avg: 168.55 / Max: 193.96 Min: 16.97 / Avg: 182.6 / Max: 208.61 Min: 6.72 / Avg: 74.79 / Max: 88.96 Min: 46.73 / Avg: 106.31 / Max: 122.76 Min: 49.51 / Avg: 117.91 / Max: 137.91 Min: 5.76 / Avg: 57.94 / Max: 65.99 Min: 6.8 / Avg: 72.22 / Max: 85.85 Min: 6.78 / Avg: 76.35 / Max: 88.43 Min: 11.31 / Avg: 108.81 / Max: 123.5 Min: 7.88 / Avg: 98.52 / Max: 113.9 Min: 9.62 / Avg: 131.01 / Max: 155.55 Min: 9.65 / Avg: 158.05 / Max: 177.65 Min: 8.36 / Avg: 157.06 / Max: 177.36 Min: 14.82 / Avg: 164.8 / Max: 191.74 Min: 14.48 / Avg: 178.44 / Max: 212.47 Min: 9.09 / Avg: 168.68 / Max: 207.09 Min: 5.88 / Avg: 240.3 / Max: 266.51 Min: 24.44 / Avg: 255.61 / Max: 287.48
OctaneBench Total Score OpenBenchmarking.org Score Per Watt, More Is Better OctaneBench 4.00c Total Score GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.351 0.702 1.053 1.404 1.755 0.76 0.79 0.84 0.85 0.85 0.85 1.23 1.25 1.26 1.34 1.28 1.56 1.25 1.35 1.27 1.30 1.32 1.34 1.26 1.39 1.29 1.27
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 11 22 33 44 55 Min: 41 / Avg: 44.13 / Max: 46 Min: 43 / Avg: 44.4 / Max: 45 Min: 48 / Avg: 50.29 / Max: 52 Min: 37 / Avg: 38.95 / Max: 40 Min: 49 / Avg: 50.7 / Max: 52 Min: 34 / Avg: 35.91 / Max: 38 Min: 39 / Avg: 40.4 / Max: 41 Min: 36 / Avg: 37.51 / Max: 39 Min: 48 / Avg: 52 / Max: 56 Min: 35 / Avg: 37.11 / Max: 39 Min: 37 / Avg: 39.05 / Max: 41 Min: 37 / Avg: 38.73 / Max: 41 Min: 38 / Avg: 39.58 / Max: 42 Min: 37 / Avg: 38.05 / Max: 40 Min: 43 / Avg: 44.24 / Max: 46 Min: 35 / Avg: 36.07 / Max: 38 Min: 37 / Avg: 38.49 / Max: 40 Min: 39 / Avg: 40.77 / Max: 42
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 20 40 60 80 100 Min: 24.21 / Avg: 37.8 / Max: 53.02 Min: 8.25 / Avg: 48.77 / Max: 74.22 Min: 7.72 / Avg: 55.17 / Max: 98.48 Min: 5.79 / Avg: 18.77 / Max: 36.88 Min: 6.81 / Avg: 21.49 / Max: 45.01 Min: 6.76 / Avg: 18.5 / Max: 42.87 Min: 11.42 / Avg: 33.09 / Max: 66.75 Min: 7.89 / Avg: 23.96 / Max: 55.32 Min: 9.68 / Avg: 33.74 / Max: 77.28 Min: 9.64 / Avg: 35.57 / Max: 81.35 Min: 8.41 / Avg: 31.69 / Max: 74.06 Min: 14.65 / Avg: 40.95 / Max: 91.15 Min: 14.77 / Avg: 43.38 / Max: 96.5 Min: 9.03 / Avg: 39.07 / Max: 95.34 Min: 6.86 / Avg: 50.58 / Max: 125.4 Min: 24.49 / Avg: 52.89 / Max: 84.59
Mixbench Backend: NVIDIA CUDA - Benchmark: Integer OpenBenchmarking.org GIOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Integer GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 60 120 180 240 300 31.42 36.18 42.16 165.59 209.04 256.90 147.05 220.01 193.81 206.60 237.94 212.98 224.38 270.35 278.86 272.76
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 11 22 33 44 55 Min: 39 / Avg: 43.69 / Max: 46 Min: 42 / Avg: 44.15 / Max: 45 Min: 50 / Avg: 51.4 / Max: 52 Min: 37 / Avg: 38.94 / Max: 40 Min: 51 / Avg: 52.11 / Max: 53 Min: 34 / Avg: 36.12 / Max: 38 Min: 40 / Avg: 40.72 / Max: 42 Min: 37 / Avg: 37.78 / Max: 40 Min: 46 / Avg: 51.12 / Max: 56 Min: 35 / Avg: 37.12 / Max: 39 Min: 38 / Avg: 39.49 / Max: 42 Min: 37 / Avg: 39 / Max: 41 Min: 38 / Avg: 39.44 / Max: 42 Min: 37 / Avg: 38.31 / Max: 40 Min: 44 / Avg: 45.02 / Max: 47 Min: 35 / Avg: 36.9 / Max: 39 Min: 38 / Avg: 38.9 / Max: 40 Min: 40 / Avg: 41.07 / Max: 43
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 20 40 60 80 100 Min: 8.08 / Avg: 38.81 / Max: 66.34 Min: 31.18 / Avg: 52.09 / Max: 75.41 Min: 35.06 / Avg: 57.52 / Max: 94.45 Min: 5.85 / Avg: 18.69 / Max: 36.92 Min: 6.73 / Avg: 21.34 / Max: 46.12 Min: 6.75 / Avg: 17.46 / Max: 41.5 Min: 11.26 / Avg: 32.66 / Max: 62.08 Min: 7.78 / Avg: 23.43 / Max: 53.56 Min: 9.66 / Avg: 33.83 / Max: 75.47 Min: 9.6 / Avg: 36.3 / Max: 84.48 Min: 8.29 / Avg: 31.37 / Max: 74.71 Min: 14.63 / Avg: 42.02 / Max: 92.35 Min: 14.51 / Avg: 43.16 / Max: 82.79 Min: 9.03 / Avg: 38.09 / Max: 96.29 Min: 6.66 / Avg: 40.59 / Max: 77.98 Min: 24.42 / Avg: 54.97 / Max: 84.04
Mixbench Backend: NVIDIA CUDA - Benchmark: Half Precision OpenBenchmarking.org GFLOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Half Precision GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 200 400 600 800 1000 1.95 2.18 2.60 371.74 471.20 605.40 332.57 503.02 433.00 454.76 536.79 464.09 504.24 620.34 775.82 583.70
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 11 22 33 44 55 Min: 42 / Avg: 44.23 / Max: 47 Min: 43 / Avg: 44.37 / Max: 45 Min: 50 / Avg: 51.32 / Max: 52 Min: 37 / Avg: 38.98 / Max: 40 Min: 49 / Avg: 51.18 / Max: 52 Min: 34 / Avg: 36.33 / Max: 39 Min: 40 / Avg: 41.5 / Max: 43 Min: 37 / Avg: 38.41 / Max: 40 Min: 47 / Avg: 51.99 / Max: 57 Min: 36 / Avg: 37.38 / Max: 40 Min: 38 / Avg: 40 / Max: 42 Min: 38 / Avg: 39.83 / Max: 42 Min: 38 / Avg: 39.53 / Max: 42 Min: 38 / Avg: 39.03 / Max: 41 Min: 44 / Avg: 45.95 / Max: 47 Min: 36 / Avg: 37.13 / Max: 39 Min: 38 / Avg: 39.9 / Max: 41 Min: 41 / Avg: 41.92 / Max: 43
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 30 60 90 120 150 Min: 24.22 / Avg: 41.03 / Max: 73.7 Min: 31.28 / Avg: 52.41 / Max: 81.14 Min: 8.02 / Avg: 54.82 / Max: 86.56 Min: 5.84 / Avg: 18.67 / Max: 36.88 Min: 6.84 / Avg: 21.58 / Max: 45.92 Min: 6.78 / Avg: 17.61 / Max: 42.66 Min: 11.39 / Avg: 33.65 / Max: 67.7 Min: 7.92 / Avg: 23.67 / Max: 53.28 Min: 9.68 / Avg: 33.68 / Max: 77.27 Min: 9.34 / Avg: 36.16 / Max: 82.66 Min: 8.17 / Avg: 32.44 / Max: 75.47 Min: 14.73 / Avg: 41.9 / Max: 90.47 Min: 14.36 / Avg: 42.59 / Max: 91.52 Min: 9.12 / Avg: 37.93 / Max: 74.5 Min: 5.89 / Avg: 42.89 / Max: 74.51 Min: 24.44 / Avg: 55.99 / Max: 137.52
Mixbench Backend: NVIDIA CUDA - Benchmark: Double Precision OpenBenchmarking.org GFLOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Double Precision GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 3 6 9 12 15 3.70 4.29 5.40 4.95 6.20 8.03 4.28 6.64 5.83 6.13 6.97 6.23 6.85 8.32 9.55 7.39
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 11 22 33 44 55 Min: 41 / Avg: 44.03 / Max: 46 Min: 43 / Avg: 44.31 / Max: 45 Min: 50 / Avg: 51.12 / Max: 52 Min: 37 / Avg: 39.11 / Max: 40 Min: 51 / Avg: 52.02 / Max: 53 Min: 35 / Avg: 37.02 / Max: 39 Min: 42 / Avg: 42.49 / Max: 44 Min: 38 / Avg: 39.34 / Max: 41 Min: 48 / Avg: 52.19 / Max: 56 Min: 36 / Avg: 37.81 / Max: 40 Min: 39 / Avg: 40.89 / Max: 43 Min: 39 / Avg: 40.66 / Max: 43 Min: 38 / Avg: 39.8 / Max: 42 Min: 39 / Avg: 40 / Max: 42 Min: 45 / Avg: 46.92 / Max: 48 Min: 37 / Avg: 38.21 / Max: 40 Min: 40 / Avg: 40.95 / Max: 42 Min: 42 / Avg: 42.69 / Max: 44
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 20 40 60 80 100 Min: 24.31 / Avg: 39.16 / Max: 62.02 Min: 31.06 / Avg: 51.58 / Max: 92.14 Min: 34.96 / Avg: 56.67 / Max: 86.62 Min: 5.84 / Avg: 18.33 / Max: 36.58 Min: 6.66 / Avg: 22.2 / Max: 44.15 Min: 6.76 / Avg: 18.82 / Max: 41.83 Min: 11.46 / Avg: 33.27 / Max: 65.08 Min: 7.61 / Avg: 23.98 / Max: 52.47 Min: 9.64 / Avg: 32.64 / Max: 75.98 Min: 9.47 / Avg: 37.57 / Max: 85.5 Min: 8.47 / Avg: 31.71 / Max: 73.89 Min: 14.65 / Avg: 41.99 / Max: 90.54 Min: 13.88 / Avg: 42.2 / Max: 99.58 Min: 9.19 / Avg: 38.23 / Max: 89.84 Min: 6.44 / Avg: 47.31 / Max: 76.33 Min: 24.62 / Avg: 46.93 / Max: 84.61
Mixbench Backend: NVIDIA CUDA - Benchmark: Single Precision OpenBenchmarking.org GFLOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Single Precision GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 70 140 210 280 350 106.43 119.71 144.40 189.58 224.91 282.30 163.52 245.61 224.87 219.97 266.00 232.32 256.97 305.64 311.45 321.81
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 13 26 39 52 65 Min: 52 / Avg: 60.21 / Max: 66 Min: 57 / Avg: 59.66 / Max: 64 Min: 39 / Avg: 41.37 / Max: 45 Min: 54 / Avg: 55.99 / Max: 58 Min: 59 / Avg: 60.98 / Max: 63 Min: 63 / Avg: 63.8 / Max: 66 Min: 40 / Avg: 43.46 / Max: 47 Min: 43 / Avg: 44.16 / Max: 45 Min: 50 / Avg: 50.89 / Max: 52 Min: 38 / Avg: 39.33 / Max: 40 Min: 51 / Avg: 52.02 / Max: 53 Min: 36 / Avg: 38.1 / Max: 41 Min: 43 / Avg: 43.86 / Max: 46 Min: 40 / Avg: 40.95 / Max: 43 Min: 46 / Avg: 51.36 / Max: 56 Min: 37 / Avg: 38.22 / Max: 40 Min: 41 / Avg: 42.11 / Max: 44 Min: 40 / Avg: 41.88 / Max: 44 Min: 39 / Avg: 40.79 / Max: 42 Min: 40 / Avg: 41.27 / Max: 43 Min: 47 / Avg: 47.97 / Max: 49 Min: 38 / Avg: 39.89 / Max: 42 Min: 41 / Avg: 42.55 / Max: 44 Min: 43 / Avg: 43.89 / Max: 45
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 30 60 90 120 150 Min: 10.76 / Avg: 39.66 / Max: 63.01 Min: 25.66 / Avg: 42.93 / Max: 68.61 Min: 43.68 / Avg: 59.49 / Max: 92.25 Min: 44.46 / Avg: 65.83 / Max: 98.57 Min: 68.83 / Avg: 88.17 / Max: 131.51 Min: 77.41 / Avg: 100.08 / Max: 145.18 Min: 23.91 / Avg: 37.74 / Max: 67.69 Min: 30.99 / Avg: 48.47 / Max: 88.96 Min: 34.96 / Avg: 53.75 / Max: 96.25 Min: 5.89 / Avg: 18.21 / Max: 35.29 Min: 6.77 / Avg: 20.78 / Max: 45.04 Min: 6.81 / Avg: 18.54 / Max: 44.21 Min: 11.56 / Avg: 31.53 / Max: 61.07 Min: 7.22 / Avg: 23.86 / Max: 52.51 Min: 9.59 / Avg: 33.54 / Max: 75.71 Min: 9.34 / Avg: 35.25 / Max: 83.76 Min: 8.74 / Avg: 31.02 / Max: 74.53 Min: 14.58 / Avg: 40.54 / Max: 87.26 Min: 14.88 / Avg: 42.62 / Max: 87.11 Min: 9.12 / Avg: 38.63 / Max: 85.74 Min: 6.53 / Avg: 46.44 / Max: 105.43 Min: 24.88 / Avg: 53.1 / Max: 112.58
Mixbench Backend: OpenCL - Benchmark: Integer OpenBenchmarking.org GIOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Integer GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 80 160 240 320 400 15.77 19.31 20.44 21.11 19.41 19.10 35.89 41.66 49.41 190.42 239.46 286.03 172.29 243.20 216.92 233.12 269.58 239.20 256.49 304.24 351.52 319.78
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 13 26 39 52 65 Min: 54 / Avg: 58.88 / Max: 64 Min: 53 / Avg: 56.88 / Max: 61 Min: 41 / Avg: 42.58 / Max: 46 Min: 57 / Avg: 58.14 / Max: 62 Min: 61 / Avg: 62.32 / Max: 64 Min: 63 / Avg: 63.33 / Max: 65 Min: 43 / Avg: 45.07 / Max: 48 Min: 44 / Avg: 45.66 / Max: 47 Min: 52 / Avg: 52.48 / Max: 54 Min: 39 / Avg: 39.85 / Max: 41 Min: 51 / Avg: 52.18 / Max: 53 Min: 38 / Avg: 40.19 / Max: 43 Min: 45 / Avg: 46.38 / Max: 48 Min: 42 / Avg: 43.63 / Max: 47 Min: 48 / Avg: 52.35 / Max: 56 Min: 38 / Avg: 39.27 / Max: 41 Min: 42 / Avg: 44.34 / Max: 47 Min: 42 / Avg: 44.21 / Max: 47 Min: 41 / Avg: 42.86 / Max: 45 Min: 42 / Avg: 43.63 / Max: 46 Min: 48 / Avg: 49.42 / Max: 51 Min: 40 / Avg: 42.48 / Max: 45 Min: 43 / Avg: 45.36 / Max: 47 Min: 45 / Avg: 47.21 / Max: 49
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 30 60 90 120 150 Min: 26.53 / Avg: 41.18 / Max: 62.57 Min: 25.57 / Avg: 42.43 / Max: 67.85 Min: 45.5 / Avg: 60.08 / Max: 90.61 Min: 44.85 / Avg: 67.93 / Max: 99.36 Min: 69.03 / Avg: 89.59 / Max: 133.31 Min: 73.05 / Avg: 98.29 / Max: 144.85 Min: 24.22 / Avg: 37.34 / Max: 65.39 Min: 39.25 / Avg: 49.97 / Max: 89.58 Min: 34.81 / Avg: 53.1 / Max: 100.47 Min: 6.12 / Avg: 17.81 / Max: 34.1 Min: 6.62 / Avg: 20.92 / Max: 44.66 Min: 6.81 / Avg: 18.8 / Max: 43.85 Min: 11.6 / Avg: 32.03 / Max: 61.28 Min: 7.57 / Avg: 23.8 / Max: 51.7 Min: 9.7 / Avg: 33.19 / Max: 74.41 Min: 9.49 / Avg: 35.96 / Max: 83.24 Min: 8.65 / Avg: 31.55 / Max: 75.95 Min: 14.87 / Avg: 40.85 / Max: 90.53 Min: 15.25 / Avg: 43.31 / Max: 95.09 Min: 9.22 / Avg: 39.29 / Max: 96.4 Min: 6.89 / Avg: 44.94 / Max: 100.82 Min: 25.19 / Avg: 55.07 / Max: 113.08
Mixbench Backend: OpenCL - Benchmark: Double Precision OpenBenchmarking.org GFLOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Double Precision GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 3 6 9 12 15 1.69 2.19 2.28 2.35 2.20 2.26 4.03 4.50 5.59 5.15 6.35 7.51 4.51 6.55 5.87 6.18 7.18 6.34 6.70 8.02 9.72 8.25
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 49 / Avg: 56.14 / Max: 62 Min: 52 / Avg: 55.22 / Max: 59 Min: 43 / Avg: 46.17 / Max: 50 Min: 59 / Avg: 63.85 / Max: 69 Min: 63 / Avg: 66.23 / Max: 70 Min: 64 / Avg: 67.35 / Max: 72 Min: 44 / Avg: 48.08 / Max: 53 Min: 46 / Avg: 50.59 / Max: 55 Min: 53 / Avg: 56.46 / Max: 60 Min: 40 / Avg: 41.95 / Max: 44 Min: 55 / Avg: 58.05 / Max: 63 Min: 42 / Avg: 45.81 / Max: 51 Min: 48 / Avg: 50.81 / Max: 54 Min: 46 / Avg: 49.88 / Max: 55 Min: 43 / Avg: 47.4 / Max: 53 Min: 40 / Avg: 42.81 / Max: 46 Min: 45 / Avg: 48.88 / Max: 52 Min: 45 / Avg: 49.2 / Max: 53 Min: 45 / Avg: 48.89 / Max: 53 Min: 45 / Avg: 48.63 / Max: 53 Min: 51 / Avg: 54.48 / Max: 58 Min: 44 / Avg: 47.62 / Max: 52 Min: 48 / Avg: 51.05 / Max: 55 Min: 49 / Avg: 52.13 / Max: 55
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 30 60 90 120 150 Min: 10.76 / Avg: 41.86 / Max: 67.2 Min: 25.37 / Avg: 42.65 / Max: 77.12 Min: 43.97 / Avg: 59.53 / Max: 91.96 Min: 45.62 / Avg: 68.38 / Max: 104.08 Min: 69.32 / Avg: 89.9 / Max: 133.71 Min: 74.21 / Avg: 95.48 / Max: 139.88 Min: 24.49 / Avg: 37.95 / Max: 67.08 Min: 32.53 / Avg: 50.89 / Max: 90.12 Min: 35.98 / Avg: 54.22 / Max: 98.21 Min: 6.41 / Avg: 18.7 / Max: 35.54 Min: 6.86 / Avg: 20.41 / Max: 45.12 Min: 6.95 / Avg: 18.87 / Max: 44.22 Min: 11.48 / Avg: 32.13 / Max: 59.86 Min: 7.91 / Avg: 24.21 / Max: 52.81 Min: 10.25 / Avg: 35.28 / Max: 75.77 Min: 9.62 / Avg: 37 / Max: 84.5 Min: 9.59 / Avg: 32.73 / Max: 81.03 Min: 15.06 / Avg: 41.26 / Max: 96.5 Min: 15.62 / Avg: 44.6 / Max: 100.75 Min: 9.42 / Avg: 40.39 / Max: 96.54 Min: 7.67 / Avg: 49.48 / Max: 107.57 Min: 26.16 / Avg: 58.94 / Max: 110.18
Mixbench Backend: OpenCL - Benchmark: Single Precision OpenBenchmarking.org GFLOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Single Precision GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 70 140 210 280 350 51.35 65.17 69.58 68.50 65.01 67.69 114.75 127.27 157.14 183.99 242.21 278.71 170.02 240.48 204.71 220.49 255.37 233.45 242.46 291.16 324.58 255.06
NAMD CUDA GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better NAMD CUDA 2.14 GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 15 30 45 60 75 Min: 46 / Avg: 66.62 / Max: 74 Min: 50 / Avg: 64.88 / Max: 71 Min: 47 / Avg: 56.05 / Max: 62 Min: 65 / Avg: 71.49 / Max: 76 Min: 68 / Avg: 73.03 / Max: 77 Min: 66 / Avg: 73.62 / Max: 79 Min: 48 / Avg: 57.3 / Max: 62 Min: 53 / Avg: 59 / Max: 63 Min: 61 / Avg: 64.18 / Max: 67 Min: 44 / Avg: 46.95 / Max: 49 Min: 63 / Avg: 66.02 / Max: 69 Min: 50 / Avg: 56.55 / Max: 61 Min: 55 / Avg: 58.38 / Max: 62 Min: 57 / Avg: 61.97 / Max: 68 Min: 45 / Avg: 54.14 / Max: 62 Min: 47 / Avg: 52.33 / Max: 58 Min: 53 / Avg: 57.94 / Max: 63 Min: 55 / Avg: 58.94 / Max: 64 Min: 55 / Avg: 59.24 / Max: 63 Min: 53 / Avg: 57.12 / Max: 61 Min: 61 / Avg: 64.65 / Max: 68 Min: 53 / Avg: 56.33 / Max: 60 Min: 56 / Avg: 59.33 / Max: 63 Min: 57 / Avg: 60.56 / Max: 64
NAMD CUDA GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better NAMD CUDA 2.14 GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 40 80 120 160 200 Min: 8.66 / Avg: 78.21 / Max: 102.66 Min: 8.75 / Avg: 87.55 / Max: 119.85 Min: 15.78 / Avg: 115.89 / Max: 158.66 Min: 17.13 / Avg: 121.41 / Max: 171.52 Min: 17.25 / Avg: 143.08 / Max: 203.29 Min: 19.16 / Avg: 151.47 / Max: 222.61 Min: 7.4 / Avg: 73.35 / Max: 125.38 Min: 10.29 / Avg: 80.72 / Max: 150.08 Min: 9.42 / Avg: 102 / Max: 184.77 Min: 6.85 / Avg: 46.24 / Max: 69.66 Min: 6.94 / Avg: 57.84 / Max: 97.32 Min: 7.08 / Avg: 63.25 / Max: 115.6 Min: 12.4 / Avg: 73.53 / Max: 126.72 Min: 8.48 / Avg: 67.95 / Max: 126.69 Min: 10.48 / Avg: 84.98 / Max: 158.78 Min: 10.25 / Avg: 91.2 / Max: 168.72 Min: 10.46 / Avg: 87.35 / Max: 167.51 Min: 15.34 / Avg: 97.27 / Max: 184.97 Min: 18.23 / Avg: 99.19 / Max: 191.74 Min: 9.73 / Avg: 101.46 / Max: 189.94 Min: 9.24 / Avg: 115.59 / Max: 221.44 Min: 30.29 / Avg: 117.9 / Max: 215.49
GROMACS GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better GROMACS 2020.3 GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 16 32 48 64 80 Min: 48 / Avg: 70.72 / Max: 75 Min: 54 / Avg: 69.05 / Max: 73 Min: 42 / Avg: 62.85 / Max: 66 Min: 58 / Avg: 77.51 / Max: 80 Min: 65 / Avg: 79.63 / Max: 82 Min: 66 / Avg: 80.35 / Max: 84 Min: 44 / Avg: 65.56 / Max: 68 Min: 47 / Avg: 62.97 / Max: 66 Min: 55 / Avg: 69.53 / Max: 73 Min: 41 / Avg: 49.96 / Max: 52 Min: 56 / Avg: 71.05 / Max: 75 Min: 46 / Avg: 61.73 / Max: 65 Min: 48 / Avg: 61.34 / Max: 65 Min: 51 / Avg: 68.65 / Max: 73 Min: 44 / Avg: 62.14 / Max: 66 Min: 44 / Avg: 58.92 / Max: 62 Min: 48 / Avg: 63.82 / Max: 68 Min: 49 / Avg: 65.18 / Max: 70 Min: 53 / Avg: 66.74 / Max: 71 Min: 47 / Avg: 60.62 / Max: 66 Min: 59 / Avg: 73.09 / Max: 78 Min: 47 / Avg: 59.66 / Max: 65 Min: 53 / Avg: 65.1 / Max: 70 Min: 56 / Avg: 66.11 / Max: 70
GROMACS GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better GROMACS 2020.3 GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 50 100 150 200 250 Min: 9.14 / Avg: 83.78 / Max: 99.09 Min: 11.05 / Avg: 97.86 / Max: 119.51 Min: 15.58 / Avg: 133.87 / Max: 150.55 Min: 16.25 / Avg: 145.8 / Max: 167.92 Min: 16.97 / Avg: 173.38 / Max: 199.81 Min: 24.35 / Avg: 189.02 / Max: 214.3 Min: 6.82 / Avg: 101.45 / Max: 119.47 Min: 9.17 / Avg: 127.84 / Max: 159.92 Min: 8.59 / Avg: 143.08 / Max: 188.71 Min: 6.42 / Avg: 57.74 / Max: 68.77 Min: 6.84 / Avg: 76.01 / Max: 98.51 Min: 6.93 / Avg: 82.53 / Max: 101.38 Min: 12.53 / Avg: 98.59 / Max: 118.2 Min: 7.99 / Avg: 94.33 / Max: 123.94 Min: 10.43 / Avg: 123.5 / Max: 148.47 Min: 10.06 / Avg: 133.83 / Max: 160.45 Min: 9.62 / Avg: 134.37 / Max: 160.44 Min: 15.27 / Avg: 147.27 / Max: 182.67 Min: 16.56 / Avg: 163.47 / Max: 188.76 Min: 9.33 / Avg: 148.08 / Max: 198.32 Min: 8.18 / Avg: 177.36 / Max: 245.82 Min: 28.41 / Avg: 183.67 / Max: 253.4
GROMACS Water Benchmark OpenBenchmarking.org Ns Per Day Per Watt, More Is Better GROMACS 2020.3 Water Benchmark GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.0135 0.027 0.0405 0.054 0.0675 0.02 0.02 0.02 0.02 0.02 0.02 0.03 0.03 0.03 0.06 0.05 0.05 0.05 0.05 0.04 0.04 0.04 0.04 0.04 0.04 0.04 0.04
FAHBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better FAHBench 2.3.2 GPU Temperature Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 15 30 45 60 75 Min: 29 / Avg: 56.45 / Max: 70 Min: 27 / Avg: 53.44 / Max: 69 Min: 33 / Avg: 47.52 / Max: 58 Min: 31 / Avg: 55.85 / Max: 71 Min: 30 / Avg: 60.68 / Max: 76 Min: 32 / Avg: 62.3 / Max: 78 Min: 28 / Avg: 48.55 / Max: 61 Min: 33 / Avg: 48.12 / Max: 59 Min: 29 / Avg: 51.59 / Max: 66 Min: 32 / Avg: 43.03 / Max: 48 Min: 28 / Avg: 52.65 / Max: 67 Min: 27 / Avg: 46.77 / Max: 59 Min: 30 / Avg: 44 / Max: 55 Min: 30 / Avg: 50.01 / Max: 64 Min: 33 / Avg: 53.73 / Max: 64 Min: 29 / Avg: 47.21 / Max: 59 Min: 29 / Avg: 49.12 / Max: 63 Min: 33 / Avg: 51.66 / Max: 65 Min: 29 / Avg: 51.93 / Max: 66 Min: 29 / Avg: 46.68 / Max: 58 Min: 28 / Avg: 55.99 / Max: 74 Min: 28 / Avg: 46.55 / Max: 58 Min: 29 / Avg: 49.77 / Max: 65 Min: 35 / Avg: 53.68 / Max: 68
FAHBench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better FAHBench 2.3.2 GPU Power Consumption Monitor GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 40 80 120 160 200 Min: 8.94 / Avg: 56.1 / Max: 80.55 Min: 8.45 / Avg: 62.39 / Max: 90.84 Min: 18.2 / Avg: 91.1 / Max: 125.71 Min: 15.1 / Avg: 102.08 / Max: 145.34 Min: 15.41 / Avg: 124.61 / Max: 168.18 Min: 16.09 / Avg: 133.6 / Max: 180.4 Min: 23.06 / Avg: 63.62 / Max: 94.9 Min: 6.84 / Avg: 84.35 / Max: 125.45 Min: 6.47 / Avg: 91.91 / Max: 137.12 Min: 5.55 / Avg: 43.89 / Max: 63.5 Min: 6.47 / Avg: 48.89 / Max: 70.46 Min: 6.73 / Avg: 54.9 / Max: 81.76 Min: 10.68 / Avg: 76.69 / Max: 110.71 Min: 7.47 / Avg: 67.34 / Max: 101.63 Min: 9.84 / Avg: 92.83 / Max: 138.11 Min: 9.68 / Avg: 104.47 / Max: 155.47 Min: 7.57 / Avg: 100.34 / Max: 150.44 Min: 14.63 / Avg: 110.75 / Max: 161.15 Min: 14.07 / Avg: 120.06 / Max: 181.91 Min: 8.85 / Avg: 118.25 / Max: 174.08 Min: 5.74 / Avg: 145.49 / Max: 222.84 Min: 24.02 / Avg: 152.31 / Max: 226.66
FAHBench OpenBenchmarking.org Ns Per Day Per Watt, More Is Better FAHBench 2.3.2 GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.5153 1.0306 1.5459 2.0612 2.5765 0.94 1.00 1.00 1.00 0.93 0.92 1.61 1.65 1.65 1.73 1.68 2.29 1.77 2.06 1.92 1.92 1.99 2.00 1.96 2.10 2.00 1.92
Phoronix Test Suite v10.8.4