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-GPUCOMPUT20 NVIDIA GPU Compute OpenCL CUDA Benchmarks - Phoronix Test Suite NVIDIA GPU Compute OpenCL CUDA Benchmarks Some benchmarks by Michael Larabel.
HTML result view exported from: https://openbenchmarking.org/result/2009116-FI-GPUCOMPUT20&sro .
NVIDIA GPU Compute OpenCL CUDA Benchmarks Processor Motherboard Chipset Memory Disk Graphics 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) 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 GeForce GTX 980 4GB (1126/3505MHz) NVIDIA GeForce GTX 980 Ti 6GB (999/3505MHz) NVIDIA GeForce GTX TITAN X 12GB (1001/3505MHz) eVGA NVIDIA GeForce GTX 1050 Ti 4GB (1354/3504MHz) NVIDIA GeForce GTX 1060 6GB (1506/4006MHz) NVIDIA GeForce GTX 1070 8GB (1506/4006MHz) Zotac NVIDIA GeForce GTX 1070 Ti 8GB (1607/4006MHz) NVIDIA GeForce GTX 1080 8GB (1607/5005MHz) ASUS NVIDIA GeForce GTX 1650 4GB (1485/4001MHz) ASUS NVIDIA GeForce GTX 1650 SUPER 4GB (615/405MHz) 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 GeForce RTX 2060 SUPER 8GB (1470/7000MHz) ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz) NVIDIA GeForce RTX 2070 SUPER 8GB (450/405MHz) 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 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 OpenCL CUDA Benchmarks fahbench: gromacs-gpu: Water Benchmark namd-cuda: ATPase Simulation - 327,506 Atoms mixbench: OpenCL - Single Precision mixbench: OpenCL - Double Precision mixbench: OpenCL - Integer mixbench: NVIDIA CUDA - Single Precision mixbench: NVIDIA CUDA - Double Precision mixbench: NVIDIA CUDA - Half Precision mixbench: NVIDIA CUDA - Integer octanebench: Total Score luxcorerender-cl: LuxCore Benchmark luxcorerender-cl: DLSC luxcorerender-cl: Rainbow Colors and Prism luxcorerender-cl: Food rodinia: OpenCL Particle Filter arrayfire: Conjugate Gradient OpenCL clpeak: Global Memory Bandwidth clpeak: Single-Precision Float clpeak: Double-Precision Double clpeak: Integer Compute INT neatbench: GPU financebench: Black-Scholes OpenCL plaidml: Yes - Inference - Mobilenet - OpenCL plaidml: No - Training - Mobilenet - OpenCL plaidml: No - Inference - Mobilenet - OpenCL plaidml: No - Inference - DenseNet 201 - OpenCL plaidml: No - Inference - IMDB LSTM - OpenCL lczero: OpenCL cl-mem: Read cl-mem: Write cl-mem: Copy mandelgpu: GPU viennacl: OpenCL LU Factorization GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 52.6941 1.802 0.59513 2149.60 69.78 625.55 51.155045 0.81 0.98 3.22 0.39 23.834 8.349 90.18 1974.96 69.87 593.76 9.54 27.818867 508.66 408.28 41.97 111.25 1982 90.3 84.9 78.5 61530230.3 47.2861 62.3041 2.154 0.50785 2779.32 93.01 828.80 58.903229 0.97 1.15 2.84 0.44 18.409 8.968 82.23 2604.97 92.41 789.99 9.53 19.513200 609.16 434.07 45.54 143.15 2430 81.5 77.7 72.8 79940246.7 52.9206 90.8460 2.995 0.36071 4141.79 137.20 1215.75 96.200864 1.46 1.73 4.81 0.67 13.185 5.400 144.56 3874.98 137.48 1145.14 15.4 14.196 910.91 73.25 716.82 73.89 203.08 5163 144.6 136.3 125.9 113624502.0 60.1979 102.3668 3.271 0.33566 4683.96 159.33 1389.90 110.814321 1.63 1.93 5.11 0.78 11.774 4.904 165.29 4472.77 159.72 1306.51 17.3 12.101 1053.49 80.47 810.50 82.21 228.46 6265 165.3 159.1 145.0 121139566.8 61.9362 115.7753 3.857 0.29138 5844.90 197.44 1711.03 143.521432 2.00 2.36 6.59 0.92 10.071 3.622 264.74 5512.89 197.23 1612.52 9.596 1290.48 89.28 1029.36 99.84 267.88 8283 266.0 245.9 217.8 148357386.1 64.5358 123.1897 4.081 0.27103 6463.10 221.88 1911.01 154.420819 2.09 2.50 6.47 0.98 9.155 3.917 246.43 6121.76 219.42 1757.81 9.323 1369.20 93.03 1106.29 105.39 294.10 9066 243.5 237.6 214.4 162891036.9 65.9450 61.5889 2.084 0.53233 2561.98 84.78 771.53 2379.01 84.55 42.39 667.90 55.432593 0.96 1.13 3.98 0.46 21.267 7.775 92.34 2331.18 84.60 719.46 24.362200 594.41 57.13 481.31 49.71 130.66 2565 95.2 91.2 87.9 75842143.4 51.3381 102.2683 3.181 0.30957 4355.28 150.48 1354.14 4167.41 151.63 75.77 1187.72 91.732906 1.53 1.78 5.41 0.65 12.002 5.000 147.66 4110.71 150.68 1275.12 13.340 987.07 83.52 775.73 79.13 227.23 5933 154.4 148.1 138.5 130290433.8 61.6530 139.4974 4.052 0.24022 6476.92 224.82 2019.08 6174.80 225.05 113.32 1764.63 132.839354 2.12 2.46 6.62 0.92 8.205 4.077 197.20 6093.02 223.60 1695.79 21.5 8.968 1392.46 103.79 1052.64 108.46 314.83 9750 206.2 199.5 183.3 184077179.7 66.2068 137.1393 4.259 0.22300 7018.90 241.99 2157.31 6647.94 240.92 121.42 1887.61 141.667655 2.24 2.55 5.38 0.98 7.791 3.814 198.18 6788.40 242.70 2076.45 7.298 1485.78 99.64 1070.90 108.23 331.84 9947 206.2 198.2 184.1 194875210.8 69.1838 151.5679 4.634 0.22426 8520.97 296.66 2655.58 8182.72 296.09 149.35 2326.09 148.472009 2.13 2.45 4.23 0.99 6.457 3.387 223.14 8218.62 298.46 2430.55 24.6 6.981 1665.72 99.82 1154.13 112.28 398.82 12662 229.6 225.6 207.4 231826397.8 70.6880 75.8135 3.253 0.34503 3441.36 91.77 3466.72 3474.17 92.37 6948.33 3108.84 77.410218 1.51 1.73 3.93 0.67 17.823 6.808 105.31 2673.64 109.20 2641.38 12.8 24.145285 814.50 65.59 573.67 59.37 201.27 3101 108.7 104.4 99.2 132266243.9 62.9607 82.0521 4.122 0.26211 4943.06 132.75 4975.18 4993.92 133.88 10057.46 4492.32 92.367839 1.36 1.61 2.73 0.81 12.487 4.445 156.86 4123.66 157.98 4128.39 16.577785 1080.43 77.10 740.17 73.17 269.17 5151 167.0 145.8 143.8 186025762.6 67.9330 125.6158 4.412 0.24290 5259.29 141.25 5303.51 5313.33 141.36 10568.46 4753.11 119.105265 2.20 2.56 5.58 0.99 11.893 4.541 158.15 4543.64 168.56 4338.67 18.6 15.259 1199.66 97.94 858.90 87.25 289.42 5895 163.9 157.3 145.9 193795979.5 67.8200 135.6073 4.629 0.23177 5462.59 144.30 5432.40 5440.74 144.14 10862.90 4866.61 135.657134 2.26 2.63 5.61 1.09 11.482 2.642 276.35 4440.23 172.49 4280.55 15.271 1380.68 111.39 1080.11 100.51 298.77 7366 296.6 240.7 240.2 200846066.4 68.1532 138.5578 4.789 0.22800 5821.19 155.78 5803.63 5888.78 157.14 11787.37 5271.34 133.345 2.11 2.51 5.01 1.07 10.847 3.068 234.91 4778.23 184.34 4734.36 14.385 1427.43 108.06 1038.86 98.99 313.08 7733 251.2 223.9 211.1 210891296.2 70.0287 178.4712 5.416 0.20635 7222.28 194.80 7275.33 7339.39 196.30 14646.46 6539.81 166.098571 2.79 3.34 7.97 1.17 8.836 2.659 276.94 5417.55 232.17 5356.84 28.3 12.555 1719.71 125.33 1285.58 125.23 390.07 10290 297.4 258.7 239.4 252924048.7 73.3091 200.7664 5.789 0.20057 8159.15 222.15 8218.02 8264.66 221.80 16507.06 7348.91 206.078943 3.54 4.20 11.32 1.33 7.914 2.083 368.94 7034.77 261.89 6930.21 10.498 2012.37 154.81 1585.76 146.90 438.26 12335 396.8 341.3 288.0 281931310.0 72.5010 199.8719 5.865 0.20362 8357.96 226.65 8362.86 8435.23 226.21 16838.72 7540.28 207.538286 3.49 4.17 10.98 1.30 7.767 2.097 369.30 7265.91 267.79 7133.77 35.8 10.254 1996.60 153.03 1575.65 147.87 444.84 12311 396.9 328.5 284.4 284631717.4 72.5699 221.7284 6.249 0.19625 9630.83 259.11 9696.38 9754.99 260.97 19501.67 8722.28 221.193748 3.69 4.44 10.21 1.90 6.837 2.071 369.62 8540.73 308.86 8484.41 8.263 2287.03 154.74 1712.75 149.69 500.26 14730 396.8 322.9 292.1 323061985.4 74.4473 235.5341 6.536 0.19265 10812.52 290.13 10930.56 10845.36 291.56 21764.40 9732.48 224.387211 3.55 4.32 9.24 1.87 6.196 2.075 369.23 9161.18 345.11 9141.23 38.3 7.657 2322.39 154.35 1726.60 151.99 544.54 15442 396.5 338.1 290.0 345359936.4 74.7298 248.0118 6.572 0.19329 11758.65 315.03 11752.11 11685.95 315.61 23628.78 10562.99 234.066446 3.62 4.38 9.14 1.93 5.718 1.900 405.92 10264.38 376.32 10266.72 6.811 2432.73 158.82 1815.92 159.79 588.04 17501 437.6 352.9 301.7 374422420.6 76.1016 290.7249 7.136 0.19082 16061.09 436.81 16323.94 14734.03 409.46 31492.24 14103.79 310.814399 4.75 5.67 12.33 2.23 4.414 1.677 506.90 13536.25 522.22 13629.37 6.020 2751.85 187.73 2406.16 212.11 753.75 21839 545.7 449.5 324.0 448915216.6 75.7871 292.1593 7.117 0.19195 15032.47 454.37 16979.99 15103.61 413.66 32084.79 14426.11 324.546769 4.99 5.98 12.73 2.23 4.250 1.666 530.79 14178.85 548.26 13783.93 48.1 5.701 2856.83 198.37 2544.67 227.30 775.69 22424 567.7 491.7 322.7 480798376.6 76.6410 OpenBenchmarking.org
FAHBench OpenBenchmarking.org Ns Per Day, More Is Better FAHBench 2.3.2 GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 60 120 180 240 300 SE +/- 0.01, N = 3 SE +/- 0.16, N = 3 SE +/- 0.46, N = 3 SE +/- 0.06, N = 3 SE +/- 0.41, N = 3 SE +/- 0.05, N = 3 SE +/- 0.21, N = 3 SE +/- 0.10, N = 3 SE +/- 0.17, N = 3 SE +/- 0.42, N = 3 SE +/- 0.12, N = 3 SE +/- 0.11, N = 3 SE +/- 0.03, N = 3 SE +/- 0.15, N = 3 SE +/- 0.33, N = 3 SE +/- 0.31, N = 3 SE +/- 0.54, N = 3 SE +/- 0.32, N = 3 SE +/- 0.34, N = 3 SE +/- 1.06, N = 3 SE +/- 0.92, N = 3 SE +/- 0.82, N = 3 SE +/- 1.17, N = 3 SE +/- 0.85, N = 3 61.59 102.27 139.50 137.14 151.57 75.81 82.05 125.62 135.61 138.56 52.69 62.30 90.85 102.37 115.78 123.19 178.47 200.77 199.87 221.73 235.53 248.01 290.72 292.16
FAHBench OpenBenchmarking.org Ns Per Day Per Watt, More Is Better FAHBench 2.3.2 GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.5153 1.0306 1.5459 2.0612 2.5765 1.61 1.65 1.65 1.73 1.68 2.29 1.77 2.06 0.94 1.00 1.00 1.00 0.93 0.92 1.92 1.92 1.99 2.00 1.96 2.10 2.00 1.92
FAHBench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better FAHBench 2.3.2 GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 40 80 120 160 200 Min: 23.06 / Avg: 63.62 / Max: 94.9 Min: 6.84 / Avg: 84.35 / Max: 125.45 Min: 6.47 / Avg: 91.91 / Max: 137.12 Min: 5.55 / Avg: 43.89 / Max: 63.5 Min: 6.47 / Avg: 48.89 / Max: 70.46 Min: 6.73 / Avg: 54.9 / Max: 81.76 Min: 10.68 / Avg: 76.69 / Max: 110.71 Min: 7.47 / Avg: 67.34 / Max: 101.63 Min: 8.94 / Avg: 56.1 / Max: 80.55 Min: 8.45 / Avg: 62.39 / Max: 90.84 Min: 18.2 / Avg: 91.1 / Max: 125.71 Min: 15.1 / Avg: 102.08 / Max: 145.34 Min: 15.41 / Avg: 124.61 / Max: 168.18 Min: 16.09 / Avg: 133.6 / Max: 180.4 Min: 9.84 / Avg: 92.83 / Max: 138.11 Min: 9.68 / Avg: 104.47 / Max: 155.47 Min: 7.57 / Avg: 100.34 / Max: 150.44 Min: 14.63 / Avg: 110.75 / Max: 161.15 Min: 14.07 / Avg: 120.06 / Max: 181.91 Min: 8.85 / Avg: 118.25 / Max: 174.08 Min: 5.74 / Avg: 145.49 / Max: 222.84 Min: 24.02 / Avg: 152.31 / Max: 226.66
FAHBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better FAHBench 2.3.2 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 15 30 45 60 75 Min: 28 / Avg: 48.55 / Max: 61 Min: 33 / Avg: 48.12 / Max: 59 Min: 29 / Avg: 51.59 / Max: 66 Min: 32 / Avg: 43.03 / Max: 48 Min: 28 / Avg: 52.65 / Max: 67 Min: 27 / Avg: 46.77 / Max: 59 Min: 30 / Avg: 44 / Max: 55 Min: 30 / Avg: 50.01 / Max: 64 Min: 33 / Avg: 53.73 / Max: 64 Min: 29 / Avg: 47.21 / Max: 59 Min: 29 / Avg: 56.45 / Max: 70 Min: 27 / Avg: 53.44 / Max: 69 Min: 33 / Avg: 47.52 / Max: 58 Min: 31 / Avg: 55.85 / Max: 71 Min: 30 / Avg: 60.68 / Max: 76 Min: 32 / Avg: 62.3 / Max: 78 Min: 29 / Avg: 49.12 / Max: 63 Min: 33 / Avg: 51.66 / Max: 65 Min: 29 / Avg: 51.93 / Max: 66 Min: 29 / Avg: 46.68 / Max: 58 Min: 28 / Avg: 55.99 / Max: 74 Min: 28 / Avg: 46.55 / Max: 58 Min: 29 / Avg: 49.77 / Max: 65 Min: 35 / Avg: 53.68 / Max: 68
GROMACS Water Benchmark OpenBenchmarking.org Ns Per Day, More Is Better GROMACS 2020.3 Water Benchmark GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 2 4 6 8 10 SE +/- 0.000, N = 3 SE +/- 0.003, N = 3 SE +/- 0.003, N = 3 SE +/- 0.002, N = 3 SE +/- 0.004, N = 3 SE +/- 0.005, N = 3 SE +/- 0.004, N = 3 SE +/- 0.010, N = 3 SE +/- 0.007, N = 3 SE +/- 0.006, N = 3 SE +/- 0.001, N = 3 SE +/- 0.002, N = 3 SE +/- 0.003, N = 3 SE +/- 0.003, N = 3 SE +/- 0.003, N = 3 SE +/- 0.005, N = 3 SE +/- 0.008, N = 3 SE +/- 0.016, N = 3 SE +/- 0.013, N = 3 SE +/- 0.008, N = 3 SE +/- 0.015, N = 3 SE +/- 0.041, N = 3 SE +/- 0.020, N = 2 SE +/- 0.005, N = 3 2.084 3.181 4.052 4.259 4.634 3.253 4.122 4.412 4.629 4.789 1.802 2.154 2.995 3.271 3.857 4.081 5.416 5.789 5.865 6.249 6.536 6.572 7.136 7.117 1. (CXX) g++ options: -O3 -lpthread -ldl -lrt -lm
GROMACS Water Benchmark OpenBenchmarking.org Ns Per Day Per Watt, More Is Better GROMACS 2020.3 Water Benchmark GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.0135 0.027 0.0405 0.054 0.0675 0.03 0.03 0.03 0.06 0.05 0.05 0.05 0.05 0.02 0.02 0.02 0.02 0.02 0.02 0.04 0.04 0.04 0.04 0.04 0.04 0.04 0.04
GROMACS GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better GROMACS 2020.3 GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 50 100 150 200 250 Min: 6.82 / Avg: 101.45 / Max: 119.47 Min: 9.17 / Avg: 127.84 / Max: 159.92 Min: 8.59 / Avg: 143.08 / Max: 188.71 Min: 6.42 / Avg: 57.74 / Max: 68.77 Min: 6.84 / Avg: 76.01 / Max: 98.51 Min: 6.93 / Avg: 82.53 / Max: 101.38 Min: 12.53 / Avg: 98.59 / Max: 118.2 Min: 7.99 / Avg: 94.33 / Max: 123.94 Min: 9.14 / Avg: 83.78 / Max: 99.09 Min: 11.05 / Avg: 97.86 / Max: 119.51 Min: 15.58 / Avg: 133.87 / Max: 150.55 Min: 16.25 / Avg: 145.8 / Max: 167.92 Min: 16.97 / Avg: 173.38 / Max: 199.81 Min: 24.35 / Avg: 189.02 / Max: 214.3 Min: 10.43 / Avg: 123.5 / Max: 148.47 Min: 10.06 / Avg: 133.83 / Max: 160.45 Min: 9.62 / Avg: 134.37 / Max: 160.44 Min: 15.27 / Avg: 147.27 / Max: 182.67 Min: 16.56 / Avg: 163.47 / Max: 188.76 Min: 9.33 / Avg: 148.08 / Max: 198.32 Min: 8.18 / Avg: 177.36 / Max: 245.82 Min: 28.41 / Avg: 183.67 / Max: 253.4
GROMACS GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better GROMACS 2020.3 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 16 32 48 64 80 Min: 44 / Avg: 65.56 / Max: 68 Min: 47 / Avg: 62.97 / Max: 66 Min: 55 / Avg: 69.53 / Max: 73 Min: 41 / Avg: 49.96 / Max: 52 Min: 56 / Avg: 71.05 / Max: 75 Min: 46 / Avg: 61.73 / Max: 65 Min: 48 / Avg: 61.34 / Max: 65 Min: 51 / Avg: 68.65 / Max: 73 Min: 44 / Avg: 62.14 / Max: 66 Min: 44 / Avg: 58.92 / Max: 62 Min: 48 / Avg: 70.72 / Max: 75 Min: 54 / Avg: 69.05 / Max: 73 Min: 42 / Avg: 62.85 / Max: 66 Min: 58 / Avg: 77.51 / Max: 80 Min: 65 / Avg: 79.63 / Max: 82 Min: 66 / Avg: 80.35 / Max: 84 Min: 48 / Avg: 63.82 / Max: 68 Min: 49 / Avg: 65.18 / Max: 70 Min: 53 / Avg: 66.74 / Max: 71 Min: 47 / Avg: 60.62 / Max: 66 Min: 59 / Avg: 73.09 / Max: 78 Min: 47 / Avg: 59.66 / Max: 65 Min: 53 / Avg: 65.1 / Max: 70 Min: 56 / Avg: 66.11 / Max: 70
NAMD CUDA ATPase Simulation - 327,506 Atoms OpenBenchmarking.org days/ns, Fewer Is Better NAMD CUDA 2.14 ATPase Simulation - 327,506 Atoms GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.1339 0.2678 0.4017 0.5356 0.6695 SE +/- 0.00392, N = 3 SE +/- 0.00077, N = 3 SE +/- 0.00276, N = 4 SE +/- 0.00101, N = 4 SE +/- 0.00174, N = 4 SE +/- 0.00088, N = 3 SE +/- 0.00061, N = 4 SE +/- 0.00142, N = 4 SE +/- 0.00026, N = 4 SE +/- 0.00217, N = 4 SE +/- 0.00145, N = 3 SE +/- 0.00332, N = 3 SE +/- 0.00170, N = 3 SE +/- 0.00291, N = 3 SE +/- 0.00163, N = 4 SE +/- 0.00182, N = 4 SE +/- 0.00144, N = 4 SE +/- 0.00060, N = 4 SE +/- 0.00191, N = 4 SE +/- 0.00025, N = 4 SE +/- 0.00054, N = 4 SE +/- 0.00097, N = 4 SE +/- 0.00046, N = 4 SE +/- 0.00134, N = 4 0.53233 0.30957 0.24022 0.22300 0.22426 0.34503 0.26211 0.24290 0.23177 0.22800 0.59513 0.50785 0.36071 0.33566 0.29138 0.27103 0.20635 0.20057 0.20362 0.19625 0.19265 0.19329 0.19082 0.19195
NAMD CUDA GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better NAMD CUDA 2.14 GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 40 80 120 160 200 Min: 7.4 / Avg: 73.35 / Max: 125.38 Min: 10.29 / Avg: 80.72 / Max: 150.08 Min: 9.42 / Avg: 102 / Max: 184.77 Min: 6.85 / Avg: 46.24 / Max: 69.66 Min: 6.94 / Avg: 57.84 / Max: 97.32 Min: 7.08 / Avg: 63.25 / Max: 115.6 Min: 12.4 / Avg: 73.53 / Max: 126.72 Min: 8.48 / Avg: 67.95 / Max: 126.69 Min: 8.66 / Avg: 78.21 / Max: 102.66 Min: 8.75 / Avg: 87.55 / Max: 119.85 Min: 15.78 / Avg: 115.89 / Max: 158.66 Min: 17.13 / Avg: 121.41 / Max: 171.52 Min: 17.25 / Avg: 143.08 / Max: 203.29 Min: 19.16 / Avg: 151.47 / Max: 222.61 Min: 10.48 / Avg: 84.98 / Max: 158.78 Min: 10.25 / Avg: 91.2 / Max: 168.72 Min: 10.46 / Avg: 87.35 / Max: 167.51 Min: 15.34 / Avg: 97.27 / Max: 184.97 Min: 18.23 / Avg: 99.19 / Max: 191.74 Min: 9.73 / Avg: 101.46 / Max: 189.94 Min: 9.24 / Avg: 115.59 / Max: 221.44 Min: 30.29 / Avg: 117.9 / Max: 215.49
NAMD CUDA GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better NAMD CUDA 2.14 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 15 30 45 60 75 Min: 48 / Avg: 57.3 / Max: 62 Min: 53 / Avg: 59 / Max: 63 Min: 61 / Avg: 64.18 / Max: 67 Min: 44 / Avg: 46.95 / Max: 49 Min: 63 / Avg: 66.02 / Max: 69 Min: 50 / Avg: 56.55 / Max: 61 Min: 55 / Avg: 58.38 / Max: 62 Min: 57 / Avg: 61.97 / Max: 68 Min: 45 / Avg: 54.14 / Max: 62 Min: 47 / Avg: 52.33 / Max: 58 Min: 46 / Avg: 66.62 / Max: 74 Min: 50 / Avg: 64.88 / Max: 71 Min: 47 / Avg: 56.05 / Max: 62 Min: 65 / Avg: 71.49 / Max: 76 Min: 68 / Avg: 73.03 / Max: 77 Min: 66 / Avg: 73.62 / Max: 79 Min: 53 / Avg: 57.94 / Max: 63 Min: 55 / Avg: 58.94 / Max: 64 Min: 55 / Avg: 59.24 / Max: 63 Min: 53 / Avg: 57.12 / Max: 61 Min: 61 / Avg: 64.65 / Max: 68 Min: 53 / Avg: 56.33 / Max: 60 Min: 56 / Avg: 59.33 / Max: 63 Min: 57 / Avg: 60.56 / Max: 64
Mixbench Backend: OpenCL - Benchmark: Single Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Single Precision GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 3K 6K 9K 12K 15K SE +/- 1.64, N = 13 SE +/- 2.22, N = 13 SE +/- 12.17, N = 15 SE +/- 2.95, N = 12 SE +/- 11.17, N = 14 SE +/- 0.54, N = 12 SE +/- 1.39, N = 13 SE +/- 5.87, N = 13 SE +/- 8.38, N = 13 SE +/- 6.62, N = 13 SE +/- 0.35, N = 11 SE +/- 1.32, N = 15 SE +/- 0.70, N = 11 SE +/- 23.81, N = 15 SE +/- 4.87, N = 13 SE +/- 9.14, N = 14 SE +/- 6.45, N = 13 SE +/- 2.35, N = 13 SE +/- 10.00, N = 13 SE +/- 4.39, N = 14 SE +/- 14.62, N = 14 SE +/- 8.02, N = 14 SE +/- 66.33, N = 15 SE +/- 619.26, N = 15 2561.98 4355.28 6476.92 7018.90 8520.97 3441.36 4943.06 5259.29 5462.59 5821.19 2149.60 2779.32 4141.79 4683.96 5844.90 6463.10 7222.28 8159.15 8357.96 9630.83 10812.52 11758.65 16061.09 15032.47 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: OpenCL - Benchmark: Single Precision OpenBenchmarking.org GFLOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Single Precision GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 70 140 210 280 350 114.75 127.27 157.14 183.99 242.21 278.71 170.02 240.48 51.35 65.17 69.58 68.50 65.01 67.69 204.71 220.49 255.37 233.45 242.46 291.16 324.58 255.06
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 30 60 90 120 150 Min: 24.49 / Avg: 37.95 / Max: 67.08 Min: 32.53 / Avg: 50.89 / Max: 90.12 Min: 35.98 / Avg: 54.22 / Max: 98.21 Min: 6.41 / Avg: 18.7 / Max: 35.54 Min: 6.86 / Avg: 20.41 / Max: 45.12 Min: 6.95 / Avg: 18.87 / Max: 44.22 Min: 11.48 / Avg: 32.13 / Max: 59.86 Min: 7.91 / Avg: 24.21 / Max: 52.81 Min: 10.76 / Avg: 41.86 / Max: 67.2 Min: 25.37 / Avg: 42.65 / Max: 77.12 Min: 43.97 / Avg: 59.53 / Max: 91.96 Min: 45.62 / Avg: 68.38 / Max: 104.08 Min: 69.32 / Avg: 89.9 / Max: 133.71 Min: 74.21 / Avg: 95.48 / Max: 139.88 Min: 10.25 / Avg: 35.28 / Max: 75.77 Min: 9.62 / Avg: 37 / Max: 84.5 Min: 9.59 / Avg: 32.73 / Max: 81.03 Min: 15.06 / Avg: 41.26 / Max: 96.5 Min: 15.62 / Avg: 44.6 / Max: 100.75 Min: 9.42 / Avg: 40.39 / Max: 96.54 Min: 7.67 / Avg: 49.48 / Max: 107.57 Min: 26.16 / Avg: 58.94 / Max: 110.18
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 44 / Avg: 48.08 / Max: 53 Min: 46 / Avg: 50.59 / Max: 55 Min: 53 / Avg: 56.46 / Max: 60 Min: 40 / Avg: 41.95 / Max: 44 Min: 55 / Avg: 58.05 / Max: 63 Min: 42 / Avg: 45.81 / Max: 51 Min: 48 / Avg: 50.81 / Max: 54 Min: 46 / Avg: 49.88 / Max: 55 Min: 43 / Avg: 47.4 / Max: 53 Min: 40 / Avg: 42.81 / Max: 46 Min: 49 / Avg: 56.14 / Max: 62 Min: 52 / Avg: 55.22 / Max: 59 Min: 43 / Avg: 46.17 / Max: 50 Min: 59 / Avg: 63.85 / Max: 69 Min: 63 / Avg: 66.23 / Max: 70 Min: 64 / Avg: 67.35 / Max: 72 Min: 45 / Avg: 48.88 / Max: 52 Min: 45 / Avg: 49.2 / Max: 53 Min: 45 / Avg: 48.89 / Max: 53 Min: 45 / Avg: 48.63 / Max: 53 Min: 51 / Avg: 54.48 / Max: 58 Min: 44 / Avg: 47.62 / Max: 52 Min: 48 / Avg: 51.05 / Max: 55 Min: 49 / Avg: 52.13 / Max: 55
Mixbench Backend: OpenCL - Benchmark: Double Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Double Precision GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 100 200 300 400 500 SE +/- 0.02, N = 12 SE +/- 0.23, N = 13 SE +/- 0.06, N = 13 SE +/- 0.08, N = 14 SE +/- 0.15, N = 14 SE +/- 0.01, N = 12 SE +/- 0.15, N = 13 SE +/- 0.14, N = 13 SE +/- 0.22, N = 13 SE +/- 0.12, N = 13 SE +/- 0.12, N = 11 SE +/- 0.07, N = 12 SE +/- 0.16, N = 13 SE +/- 0.18, N = 13 SE +/- 0.12, N = 13 SE +/- 0.07, N = 14 SE +/- 0.00, N = 13 SE +/- 0.01, N = 13 SE +/- 0.11, N = 15 SE +/- 0.00, N = 14 SE +/- 0.56, N = 14 SE +/- 0.08, N = 15 SE +/- 0.56, N = 15 SE +/- 1.13, N = 14 84.78 150.48 224.82 241.99 296.66 91.77 132.75 141.25 144.30 155.78 69.78 93.01 137.20 159.33 197.44 221.88 194.80 222.15 226.65 259.11 290.13 315.03 436.81 454.37 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: OpenCL - Benchmark: Double Precision OpenBenchmarking.org GFLOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Double Precision GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 3 6 9 12 15 4.03 4.50 5.59 5.15 6.35 7.51 4.51 6.55 1.69 2.19 2.28 2.35 2.20 2.26 5.87 6.18 7.18 6.34 6.70 8.02 9.72 8.25
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 30 60 90 120 150 Min: 24.22 / Avg: 37.34 / Max: 65.39 Min: 39.25 / Avg: 49.97 / Max: 89.58 Min: 34.81 / Avg: 53.1 / Max: 100.47 Min: 6.12 / Avg: 17.81 / Max: 34.1 Min: 6.62 / Avg: 20.92 / Max: 44.66 Min: 6.81 / Avg: 18.8 / Max: 43.85 Min: 11.6 / Avg: 32.03 / Max: 61.28 Min: 7.57 / Avg: 23.8 / Max: 51.7 Min: 26.53 / Avg: 41.18 / Max: 62.57 Min: 25.57 / Avg: 42.43 / Max: 67.85 Min: 45.5 / Avg: 60.08 / Max: 90.61 Min: 44.85 / Avg: 67.93 / Max: 99.36 Min: 69.03 / Avg: 89.59 / Max: 133.31 Min: 73.05 / Avg: 98.29 / Max: 144.85 Min: 9.7 / Avg: 33.19 / Max: 74.41 Min: 9.49 / Avg: 35.96 / Max: 83.24 Min: 8.65 / Avg: 31.55 / Max: 75.95 Min: 14.87 / Avg: 40.85 / Max: 90.53 Min: 15.25 / Avg: 43.31 / Max: 95.09 Min: 9.22 / Avg: 39.29 / Max: 96.4 Min: 6.89 / Avg: 44.94 / Max: 100.82 Min: 25.19 / Avg: 55.07 / Max: 113.08
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 13 26 39 52 65 Min: 43 / Avg: 45.07 / Max: 48 Min: 44 / Avg: 45.66 / Max: 47 Min: 52 / Avg: 52.48 / Max: 54 Min: 39 / Avg: 39.85 / Max: 41 Min: 51 / Avg: 52.18 / Max: 53 Min: 38 / Avg: 40.19 / Max: 43 Min: 45 / Avg: 46.38 / Max: 48 Min: 42 / Avg: 43.63 / Max: 47 Min: 48 / Avg: 52.35 / Max: 56 Min: 38 / Avg: 39.27 / Max: 41 Min: 54 / Avg: 58.88 / Max: 64 Min: 53 / Avg: 56.88 / Max: 61 Min: 41 / Avg: 42.58 / Max: 46 Min: 57 / Avg: 58.14 / Max: 62 Min: 61 / Avg: 62.32 / Max: 64 Min: 63 / Avg: 63.33 / Max: 65 Min: 42 / Avg: 44.34 / Max: 47 Min: 42 / Avg: 44.21 / Max: 47 Min: 41 / Avg: 42.86 / Max: 45 Min: 42 / Avg: 43.63 / Max: 46 Min: 48 / Avg: 49.42 / Max: 51 Min: 40 / Avg: 42.48 / Max: 45 Min: 43 / Avg: 45.36 / Max: 47 Min: 45 / Avg: 47.21 / Max: 49
Mixbench Backend: OpenCL - Benchmark: Integer OpenBenchmarking.org GIOPS, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Integer GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 4K 8K 12K 16K 20K SE +/- 2.02, N = 12 SE +/- 2.70, N = 14 SE +/- 0.96, N = 13 SE +/- 0.83, N = 14 SE +/- 6.51, N = 15 SE +/- 0.52, N = 12 SE +/- 0.38, N = 13 SE +/- 0.61, N = 13 SE +/- 7.30, N = 13 SE +/- 50.53, N = 15 SE +/- 0.55, N = 15 SE +/- 0.81, N = 12 SE +/- 0.40, N = 13 SE +/- 5.50, N = 15 SE +/- 1.27, N = 13 SE +/- 1.23, N = 14 SE +/- 14.13, N = 13 SE +/- 2.40, N = 13 SE +/- 1.82, N = 13 SE +/- 1.47, N = 14 SE +/- 1.20, N = 14 SE +/- 11.48, N = 14 SE +/- 11.06, N = 14 SE +/- 63.55, N = 15 771.53 1354.14 2019.08 2157.31 2655.58 3466.72 4975.18 5303.51 5432.40 5803.63 625.55 828.80 1215.75 1389.90 1711.03 1911.01 7275.33 8218.02 8362.86 9696.38 10930.56 11752.11 16323.94 16979.99 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: OpenCL - Benchmark: Integer OpenBenchmarking.org GIOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Integer GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 80 160 240 320 400 35.89 41.66 49.41 190.42 239.46 286.03 172.29 243.20 15.77 19.31 20.44 21.11 19.41 19.10 216.92 233.12 269.58 239.20 256.49 304.24 351.52 319.78
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 30 60 90 120 150 Min: 23.91 / Avg: 37.74 / Max: 67.69 Min: 30.99 / Avg: 48.47 / Max: 88.96 Min: 34.96 / Avg: 53.75 / Max: 96.25 Min: 5.89 / Avg: 18.21 / Max: 35.29 Min: 6.77 / Avg: 20.78 / Max: 45.04 Min: 6.81 / Avg: 18.54 / Max: 44.21 Min: 11.56 / Avg: 31.53 / Max: 61.07 Min: 7.22 / Avg: 23.86 / Max: 52.51 Min: 10.76 / Avg: 39.66 / Max: 63.01 Min: 25.66 / Avg: 42.93 / Max: 68.61 Min: 43.68 / Avg: 59.49 / Max: 92.25 Min: 44.46 / Avg: 65.83 / Max: 98.57 Min: 68.83 / Avg: 88.17 / Max: 131.51 Min: 77.41 / Avg: 100.08 / Max: 145.18 Min: 9.59 / Avg: 33.54 / Max: 75.71 Min: 9.34 / Avg: 35.25 / Max: 83.76 Min: 8.74 / Avg: 31.02 / Max: 74.53 Min: 14.58 / Avg: 40.54 / Max: 87.26 Min: 14.88 / Avg: 42.62 / Max: 87.11 Min: 9.12 / Avg: 38.63 / Max: 85.74 Min: 6.53 / Avg: 46.44 / Max: 105.43 Min: 24.88 / Avg: 53.1 / Max: 112.58
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 13 26 39 52 65 Min: 40 / Avg: 43.46 / Max: 47 Min: 43 / Avg: 44.16 / Max: 45 Min: 50 / Avg: 50.89 / Max: 52 Min: 38 / Avg: 39.33 / Max: 40 Min: 51 / Avg: 52.02 / Max: 53 Min: 36 / Avg: 38.1 / Max: 41 Min: 43 / Avg: 43.86 / Max: 46 Min: 40 / Avg: 40.95 / Max: 43 Min: 46 / Avg: 51.36 / Max: 56 Min: 37 / Avg: 38.22 / Max: 40 Min: 52 / Avg: 60.21 / Max: 66 Min: 57 / Avg: 59.66 / Max: 64 Min: 39 / Avg: 41.37 / Max: 45 Min: 54 / Avg: 55.99 / Max: 58 Min: 59 / Avg: 60.98 / Max: 63 Min: 63 / Avg: 63.8 / Max: 66 Min: 41 / Avg: 42.11 / Max: 44 Min: 40 / Avg: 41.88 / Max: 44 Min: 39 / Avg: 40.79 / Max: 42 Min: 40 / Avg: 41.27 / Max: 43 Min: 47 / Avg: 47.97 / Max: 49 Min: 38 / Avg: 39.89 / Max: 42 Min: 41 / Avg: 42.55 / Max: 44 Min: 43 / Avg: 43.89 / Max: 45
Mixbench Backend: NVIDIA CUDA - Benchmark: Single Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Single Precision GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 3K 6K 9K 12K 15K SE +/- 0.33, N = 7 SE +/- 1.19, N = 9 SE +/- 30.05, N = 15 SE +/- 2.31, N = 11 SE +/- 3.04, N = 11 SE +/- 0.12, N = 12 SE +/- 0.29, N = 13 SE +/- 0.26, N = 13 SE +/- 0.25, N = 13 SE +/- 2.28, N = 13 SE +/- 3.59, N = 13 SE +/- 0.94, N = 14 SE +/- 0.92, N = 14 SE +/- 5.98, N = 14 SE +/- 56.09, N = 15 SE +/- 134.69, N = 15 SE +/- 556.93, N = 15 SE +/- 595.40, N = 15 2379.01 4167.41 6174.80 6647.94 8182.72 3474.17 4993.92 5313.33 5440.74 5888.78 7339.39 8264.66 8435.23 9754.99 10845.36 11685.95 14734.03 15103.61 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: NVIDIA CUDA - Benchmark: Single Precision OpenBenchmarking.org GFLOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Single Precision GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 70 140 210 280 350 106.43 119.71 144.40 189.58 224.91 282.30 163.52 245.61 224.87 219.97 266.00 232.32 256.97 305.64 311.45 321.81
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 20 40 60 80 100 Min: 24.31 / Avg: 39.16 / Max: 62.02 Min: 31.06 / Avg: 51.58 / Max: 92.14 Min: 34.96 / Avg: 56.67 / Max: 86.62 Min: 5.84 / Avg: 18.33 / Max: 36.58 Min: 6.66 / Avg: 22.2 / Max: 44.15 Min: 6.76 / Avg: 18.82 / Max: 41.83 Min: 11.46 / Avg: 33.27 / Max: 65.08 Min: 7.61 / Avg: 23.98 / Max: 52.47 Min: 9.64 / Avg: 32.64 / Max: 75.98 Min: 9.47 / Avg: 37.57 / Max: 85.5 Min: 8.47 / Avg: 31.71 / Max: 73.89 Min: 14.65 / Avg: 41.99 / Max: 90.54 Min: 13.88 / Avg: 42.2 / Max: 99.58 Min: 9.19 / Avg: 38.23 / Max: 89.84 Min: 6.44 / Avg: 47.31 / Max: 76.33 Min: 24.62 / Avg: 46.93 / Max: 84.61
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 11 22 33 44 55 Min: 41 / Avg: 44.03 / Max: 46 Min: 43 / Avg: 44.31 / Max: 45 Min: 50 / Avg: 51.12 / Max: 52 Min: 37 / Avg: 39.11 / Max: 40 Min: 51 / Avg: 52.02 / Max: 53 Min: 35 / Avg: 37.02 / Max: 39 Min: 42 / Avg: 42.49 / Max: 44 Min: 38 / Avg: 39.34 / Max: 41 Min: 48 / Avg: 52.19 / Max: 56 Min: 36 / Avg: 37.81 / Max: 40 Min: 39 / Avg: 40.89 / Max: 43 Min: 39 / Avg: 40.66 / Max: 43 Min: 38 / Avg: 39.8 / Max: 42 Min: 39 / Avg: 40 / Max: 42 Min: 45 / Avg: 46.92 / Max: 48 Min: 37 / Avg: 38.21 / Max: 40 Min: 40 / Avg: 40.95 / Max: 42 Min: 42 / Avg: 42.69 / Max: 44
Mixbench Backend: NVIDIA CUDA - Benchmark: Double Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Double Precision GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 90 180 270 360 450 SE +/- 0.03, N = 7 SE +/- 0.00, N = 9 SE +/- 0.10, N = 11 SE +/- 0.35, N = 11 SE +/- 0.03, N = 11 SE +/- 0.06, N = 12 SE +/- 0.13, N = 13 SE +/- 0.10, N = 13 SE +/- 0.66, N = 15 SE +/- 0.08, N = 13 SE +/- 0.01, N = 13 SE +/- 0.23, N = 14 SE +/- 0.27, N = 14 SE +/- 0.15, N = 15 SE +/- 0.22, N = 15 SE +/- 0.96, N = 15 SE +/- 10.76, N = 15 SE +/- 15.67, N = 15 84.55 151.63 225.05 240.92 296.09 92.37 133.88 141.36 144.14 157.14 196.30 221.80 226.21 260.97 291.56 315.61 409.46 413.66 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: NVIDIA CUDA - Benchmark: Double Precision OpenBenchmarking.org GFLOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Double Precision GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 3 6 9 12 15 3.70 4.29 5.40 4.95 6.20 8.03 4.28 6.64 5.83 6.13 6.97 6.23 6.85 8.32 9.55 7.39
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 30 60 90 120 150 Min: 24.22 / Avg: 41.03 / Max: 73.7 Min: 31.28 / Avg: 52.41 / Max: 81.14 Min: 8.02 / Avg: 54.82 / Max: 86.56 Min: 5.84 / Avg: 18.67 / Max: 36.88 Min: 6.84 / Avg: 21.58 / Max: 45.92 Min: 6.78 / Avg: 17.61 / Max: 42.66 Min: 11.39 / Avg: 33.65 / Max: 67.7 Min: 7.92 / Avg: 23.67 / Max: 53.28 Min: 9.68 / Avg: 33.68 / Max: 77.27 Min: 9.34 / Avg: 36.16 / Max: 82.66 Min: 8.17 / Avg: 32.44 / Max: 75.47 Min: 14.73 / Avg: 41.9 / Max: 90.47 Min: 14.36 / Avg: 42.59 / Max: 91.52 Min: 9.12 / Avg: 37.93 / Max: 74.5 Min: 5.89 / Avg: 42.89 / Max: 74.51 Min: 24.44 / Avg: 55.99 / Max: 137.52
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 11 22 33 44 55 Min: 42 / Avg: 44.23 / Max: 47 Min: 43 / Avg: 44.37 / Max: 45 Min: 50 / Avg: 51.32 / Max: 52 Min: 37 / Avg: 38.98 / Max: 40 Min: 49 / Avg: 51.18 / Max: 52 Min: 34 / Avg: 36.33 / Max: 39 Min: 40 / Avg: 41.5 / Max: 43 Min: 37 / Avg: 38.41 / Max: 40 Min: 47 / Avg: 51.99 / Max: 57 Min: 36 / Avg: 37.38 / Max: 40 Min: 38 / Avg: 40 / Max: 42 Min: 38 / Avg: 39.83 / Max: 42 Min: 38 / Avg: 39.53 / Max: 42 Min: 38 / Avg: 39.03 / Max: 41 Min: 44 / Avg: 45.95 / Max: 47 Min: 36 / Avg: 37.13 / Max: 39 Min: 38 / Avg: 39.9 / Max: 41 Min: 41 / Avg: 41.92 / Max: 43
Mixbench Backend: NVIDIA CUDA - Benchmark: Half Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Half Precision GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 7K 14K 21K 28K 35K SE +/- 0.01, N = 7 SE +/- 0.02, N = 9 SE +/- 0.02, N = 11 SE +/- 0.07, N = 11 SE +/- 0.10, N = 11 SE +/- 0.56, N = 12 SE +/- 0.94, N = 13 SE +/- 53.59, N = 15 SE +/- 15.42, N = 13 SE +/- 0.43, N = 13 SE +/- 7.32, N = 13 SE +/- 1.95, N = 14 SE +/- 1.36, N = 14 SE +/- 1.10, N = 14 SE +/- 10.25, N = 14 SE +/- 15.07, N = 15 SE +/- 601.15, N = 15 SE +/- 939.79, N = 15 42.39 75.77 113.32 121.42 149.35 6948.33 10057.46 10568.46 10862.90 11787.37 14646.46 16507.06 16838.72 19501.67 21764.40 23628.78 31492.24 32084.79 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: NVIDIA CUDA - Benchmark: Half Precision OpenBenchmarking.org GFLOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Half Precision GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 200 400 600 800 1000 1.95 2.18 2.60 371.74 471.20 605.40 332.57 503.02 433.00 454.76 536.79 464.09 504.24 620.34 775.82 583.70
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 20 40 60 80 100 Min: 8.08 / Avg: 38.81 / Max: 66.34 Min: 31.18 / Avg: 52.09 / Max: 75.41 Min: 35.06 / Avg: 57.52 / Max: 94.45 Min: 5.85 / Avg: 18.69 / Max: 36.92 Min: 6.73 / Avg: 21.34 / Max: 46.12 Min: 6.75 / Avg: 17.46 / Max: 41.5 Min: 11.26 / Avg: 32.66 / Max: 62.08 Min: 7.78 / Avg: 23.43 / Max: 53.56 Min: 9.66 / Avg: 33.83 / Max: 75.47 Min: 9.6 / Avg: 36.3 / Max: 84.48 Min: 8.29 / Avg: 31.37 / Max: 74.71 Min: 14.63 / Avg: 42.02 / Max: 92.35 Min: 14.51 / Avg: 43.16 / Max: 82.79 Min: 9.03 / Avg: 38.09 / Max: 96.29 Min: 6.66 / Avg: 40.59 / Max: 77.98 Min: 24.42 / Avg: 54.97 / Max: 84.04
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 11 22 33 44 55 Min: 39 / Avg: 43.69 / Max: 46 Min: 42 / Avg: 44.15 / Max: 45 Min: 50 / Avg: 51.4 / Max: 52 Min: 37 / Avg: 38.94 / Max: 40 Min: 51 / Avg: 52.11 / Max: 53 Min: 34 / Avg: 36.12 / Max: 38 Min: 40 / Avg: 40.72 / Max: 42 Min: 37 / Avg: 37.78 / Max: 40 Min: 46 / Avg: 51.12 / Max: 56 Min: 35 / Avg: 37.12 / Max: 39 Min: 38 / Avg: 39.49 / Max: 42 Min: 37 / Avg: 39 / Max: 41 Min: 38 / Avg: 39.44 / Max: 42 Min: 37 / Avg: 38.31 / Max: 40 Min: 44 / Avg: 45.02 / Max: 47 Min: 35 / Avg: 36.9 / Max: 39 Min: 38 / Avg: 38.9 / Max: 40 Min: 40 / Avg: 41.07 / Max: 43
Mixbench Backend: NVIDIA CUDA - Benchmark: Integer OpenBenchmarking.org GIOPS, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Integer GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 3K 6K 9K 12K 15K SE +/- 0.18, N = 7 SE +/- 2.01, N = 9 SE +/- 3.28, N = 11 SE +/- 0.87, N = 11 SE +/- 1.56, N = 11 SE +/- 0.11, N = 12 SE +/- 0.38, N = 13 SE +/- 0.22, N = 13 SE +/- 4.94, N = 15 SE +/- 0.35, N = 13 SE +/- 4.65, N = 13 SE +/- 49.03, N = 15 SE +/- 0.55, N = 14 SE +/- 0.98, N = 14 SE +/- 7.76, N = 14 SE +/- 1.56, N = 14 SE +/- 264.51, N = 15 SE +/- 458.60, N = 15 667.90 1187.72 1764.63 1887.61 2326.09 3108.84 4492.32 4753.11 4866.61 5271.34 6539.81 7348.91 7540.28 8722.28 9732.48 10562.99 14103.79 14426.11 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: NVIDIA CUDA - Benchmark: Integer OpenBenchmarking.org GIOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Integer GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 60 120 180 240 300 31.42 36.18 42.16 165.59 209.04 256.90 147.05 220.01 193.81 206.60 237.94 212.98 224.38 270.35 278.86 272.76
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 20 40 60 80 100 Min: 24.21 / Avg: 37.8 / Max: 53.02 Min: 8.25 / Avg: 48.77 / Max: 74.22 Min: 7.72 / Avg: 55.17 / Max: 98.48 Min: 5.79 / Avg: 18.77 / Max: 36.88 Min: 6.81 / Avg: 21.49 / Max: 45.01 Min: 6.76 / Avg: 18.5 / Max: 42.87 Min: 11.42 / Avg: 33.09 / Max: 66.75 Min: 7.89 / Avg: 23.96 / Max: 55.32 Min: 9.68 / Avg: 33.74 / Max: 77.28 Min: 9.64 / Avg: 35.57 / Max: 81.35 Min: 8.41 / Avg: 31.69 / Max: 74.06 Min: 14.65 / Avg: 40.95 / Max: 91.15 Min: 14.77 / Avg: 43.38 / Max: 96.5 Min: 9.03 / Avg: 39.07 / Max: 95.34 Min: 6.86 / Avg: 50.58 / Max: 125.4 Min: 24.49 / Avg: 52.89 / Max: 84.59
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 11 22 33 44 55 Min: 41 / Avg: 44.13 / Max: 46 Min: 43 / Avg: 44.4 / Max: 45 Min: 48 / Avg: 50.29 / Max: 52 Min: 37 / Avg: 38.95 / Max: 40 Min: 49 / Avg: 50.7 / Max: 52 Min: 34 / Avg: 35.91 / Max: 38 Min: 39 / Avg: 40.4 / Max: 41 Min: 36 / Avg: 37.51 / Max: 39 Min: 48 / Avg: 52 / Max: 56 Min: 35 / Avg: 37.11 / Max: 39 Min: 37 / Avg: 39.05 / Max: 41 Min: 37 / Avg: 38.73 / Max: 41 Min: 38 / Avg: 39.58 / Max: 42 Min: 37 / Avg: 38.05 / Max: 40 Min: 43 / Avg: 44.24 / Max: 46 Min: 35 / Avg: 36.07 / Max: 38 Min: 37 / Avg: 38.49 / Max: 40 Min: 39 / Avg: 40.77 / Max: 42
OctaneBench Total Score OpenBenchmarking.org Score, More Is Better OctaneBench 4.00c Total Score GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 70 140 210 280 350 55.43 91.73 132.84 141.67 148.47 77.41 92.37 119.11 135.66 133.35 51.16 58.90 96.20 110.81 143.52 154.42 166.10 206.08 207.54 221.19 224.39 234.07 310.81 324.55
OctaneBench Total Score OpenBenchmarking.org Score Per Watt, More Is Better OctaneBench 4.00c Total Score GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.351 0.702 1.053 1.404 1.755 1.23 1.25 1.26 1.34 1.28 1.56 1.25 1.35 0.76 0.79 0.84 0.85 0.85 0.85 1.27 1.30 1.32 1.34 1.26 1.39 1.29 1.27
OctaneBench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OctaneBench 4.00c GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 50 100 150 200 250 Min: 6.72 / Avg: 74.79 / Max: 88.96 Min: 46.73 / Avg: 106.31 / Max: 122.76 Min: 49.51 / Avg: 117.91 / Max: 137.91 Min: 5.76 / Avg: 57.94 / Max: 65.99 Min: 6.8 / Avg: 72.22 / Max: 85.85 Min: 6.78 / Avg: 76.35 / Max: 88.43 Min: 11.31 / Avg: 108.81 / Max: 123.5 Min: 7.88 / Avg: 98.52 / Max: 113.9 Min: 8.94 / Avg: 67.05 / Max: 78.36 Min: 8.74 / Avg: 74.17 / Max: 90.01 Min: 15.69 / Avg: 114.25 / Max: 134.64 Min: 15.39 / Avg: 130.04 / Max: 152.6 Min: 16 / Avg: 168.55 / Max: 193.96 Min: 16.97 / Avg: 182.6 / Max: 208.61 Min: 9.62 / Avg: 131.01 / Max: 155.55 Min: 9.65 / Avg: 158.05 / Max: 177.65 Min: 8.36 / Avg: 157.06 / Max: 177.36 Min: 14.82 / Avg: 164.8 / Max: 191.74 Min: 14.48 / Avg: 178.44 / Max: 212.47 Min: 9.09 / Avg: 168.68 / Max: 207.09 Min: 5.88 / Avg: 240.3 / Max: 266.51 Min: 24.44 / Avg: 255.61 / Max: 287.48
OctaneBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OctaneBench 4.00c GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 16 32 48 64 80 Min: 38 / Avg: 55.91 / Max: 60 Min: 40 / Avg: 56.55 / Max: 60 Min: 50 / Avg: 66.01 / Max: 70 Min: 37 / Avg: 48.11 / Max: 50 Min: 51 / Avg: 67.29 / Max: 71 Min: 34 / Avg: 58.68 / Max: 65 Min: 39 / Avg: 58.08 / Max: 64 Min: 36 / Avg: 63.41 / Max: 70 Min: 48 / Avg: 64.26 / Max: 68 Min: 35 / Avg: 58.45 / Max: 63 Min: 48 / Avg: 65.98 / Max: 71 Min: 50 / Avg: 64.99 / Max: 69 Min: 34 / Avg: 55.54 / Max: 61 Min: 45 / Avg: 71.18 / Max: 78 Min: 52 / Avg: 77.62 / Max: 82 Min: 51 / Avg: 78.62 / Max: 83 Min: 37 / Avg: 63.69 / Max: 70 Min: 36 / Avg: 67.43 / Max: 74 Min: 38 / Avg: 69.66 / Max: 76 Min: 36 / Avg: 62.21 / Max: 70 Min: 42 / Avg: 74.54 / Max: 81 Min: 34 / Avg: 60.67 / Max: 69 Min: 37 / Avg: 69.87 / Max: 77 Min: 39 / Avg: 71.86 / Max: 78
LuxCoreRender OpenCL Scene: LuxCore Benchmark OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: LuxCore Benchmark GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 1.1228 2.2456 3.3684 4.4912 5.614 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.03, N = 12 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 0.96 1.53 2.12 2.24 2.13 1.51 1.36 2.20 2.26 2.11 0.81 0.97 1.46 1.63 2.00 2.09 2.79 3.54 3.49 3.69 3.55 3.62 4.75 4.99
LuxCoreRender OpenCL Scene: LuxCore Benchmark OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender OpenCL 2.3 Scene: LuxCore Benchmark GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.0068 0.0136 0.0204 0.0272 0.034 0.02 0.02 0.02 0.03 0.02 0.03 0.03 0.03 0.01 0.02 0.01 0.02 0.01 0.01 0.03 0.03 0.03 0.03 0.02 0.03 0.03 0.03
LuxCoreRender OpenCL GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 40 80 120 160 200 Min: 6.91 / Avg: 67.54 / Max: 78.07 Min: 9.85 / Avg: 92.59 / Max: 107.45 Min: 8.89 / Avg: 98.17 / Max: 113.19 Min: 6.67 / Avg: 49.99 / Max: 57.06 Min: 7.08 / Avg: 56.85 / Max: 65.46 Min: 7.02 / Avg: 63.52 / Max: 73.59 Min: 12.48 / Avg: 89.51 / Max: 102.26 Min: 8.01 / Avg: 75.03 / Max: 86.97 Min: 8.84 / Avg: 58.71 / Max: 69.07 Min: 8.75 / Avg: 64.42 / Max: 74.57 Min: 15.58 / Avg: 97.91 / Max: 109.89 Min: 16.55 / Avg: 107.24 / Max: 124.46 Min: 17.15 / Avg: 141.37 / Max: 157.39 Min: 18.68 / Avg: 152.69 / Max: 170.01 Min: 10.02 / Avg: 107.3 / Max: 123.66 Min: 10.07 / Avg: 129.42 / Max: 151.14 Min: 10.72 / Avg: 122.57 / Max: 142.7 Min: 15.74 / Avg: 133.9 / Max: 154.01 Min: 18.08 / Avg: 143.74 / Max: 165.26 Min: 9.48 / Avg: 129.97 / Max: 149.58 Min: 9.89 / Avg: 188.03 / Max: 219.76 Min: 33.01 / Avg: 198.26 / Max: 230.17
LuxCoreRender OpenCL GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 15 30 45 60 75 Min: 44 / Avg: 54.13 / Max: 56 Min: 48 / Avg: 55.68 / Max: 58 Min: 59 / Avg: 63.75 / Max: 66 Min: 43 / Avg: 46.89 / Max: 48 Min: 60 / Avg: 63.57 / Max: 65 Min: 49 / Avg: 57.1 / Max: 59 Min: 53 / Avg: 57.09 / Max: 59 Min: 55 / Avg: 61.88 / Max: 64 Min: 44 / Avg: 58.55 / Max: 62 Min: 46 / Avg: 54.11 / Max: 57 Min: 48 / Avg: 64.51 / Max: 68 Min: 52 / Avg: 63.88 / Max: 67 Min: 45 / Avg: 52.7 / Max: 55 Min: 64 / Avg: 68.43 / Max: 70 Min: 67 / Avg: 73.35 / Max: 77 Min: 67 / Avg: 74.8 / Max: 78 Min: 53 / Avg: 62.49 / Max: 65 Min: 55 / Avg: 66.1 / Max: 69 Min: 58 / Avg: 65.68 / Max: 68 Min: 56 / Avg: 62.59 / Max: 65 Min: 63 / Avg: 71.52 / Max: 75 Min: 54 / Avg: 60.5 / Max: 63 Min: 62 / Avg: 69.64 / Max: 72 Min: 62 / Avg: 69.84 / Max: 72
LuxCoreRender OpenCL Scene: DLSC OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: DLSC GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 1.3455 2.691 4.0365 5.382 6.7275 SE +/- 0.00, N = 4 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.04, N = 12 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 1.13 1.78 2.46 2.55 2.45 1.73 1.61 2.56 2.63 2.51 0.98 1.15 1.73 1.93 2.36 2.50 3.34 4.20 4.17 4.44 4.32 4.38 5.67 5.98
LuxCoreRender OpenCL Scene: DLSC OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender OpenCL 2.3 Scene: DLSC GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.009 0.018 0.027 0.036 0.045 0.02 0.02 0.02 0.03 0.03 0.04 0.03 0.03 0.02 0.02 0.02 0.02 0.02 0.02 0.03 0.03 0.03 0.03 0.03 0.03 0.03 0.03
LuxCoreRender OpenCL GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 40 80 120 160 200 Min: 6.82 / Avg: 72.94 / Max: 82.93 Min: 9.08 / Avg: 100.66 / Max: 113.55 Min: 8.6 / Avg: 106.6 / Max: 119.21 Min: 6.53 / Avg: 53.72 / Max: 58.56 Min: 6.95 / Avg: 61.64 / Max: 67.79 Min: 6.96 / Avg: 69.38 / Max: 76.5 Min: 11.59 / Avg: 95.71 / Max: 104.88 Min: 8.11 / Avg: 83.51 / Max: 91.56 Min: 8.94 / Avg: 64.05 / Max: 72.87 Min: 8.75 / Avg: 71.33 / Max: 79.18 Min: 15.6 / Avg: 107.29 / Max: 115.08 Min: 16.26 / Avg: 119.11 / Max: 130.86 Min: 16.97 / Avg: 151.53 / Max: 161.67 Min: 18.87 / Avg: 163.28 / Max: 176.5 Min: 9.88 / Avg: 118.19 / Max: 128.53 Min: 9.96 / Avg: 141.46 / Max: 155.06 Min: 9.33 / Avg: 134.55 / Max: 148.35 Min: 15.32 / Avg: 146.09 / Max: 159 Min: 16.54 / Avg: 158.89 / Max: 173.12 Min: 9.61 / Avg: 143.22 / Max: 155.86 Min: 9.21 / Avg: 208.23 / Max: 228.17 Min: 30.73 / Avg: 218.61 / Max: 238.09
LuxCoreRender OpenCL GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 15 30 45 60 75 Min: 43 / Avg: 56.12 / Max: 58 Min: 47 / Avg: 56.85 / Max: 59 Min: 56 / Avg: 64.88 / Max: 68 Min: 41 / Avg: 47.28 / Max: 49 Min: 56 / Avg: 64.6 / Max: 68 Min: 47 / Avg: 58.18 / Max: 61 Min: 51 / Avg: 57.16 / Max: 60 Min: 52 / Avg: 62.73 / Max: 66 Min: 43 / Avg: 60.26 / Max: 63 Min: 44 / Avg: 55.86 / Max: 59 Min: 51 / Avg: 66.08 / Max: 69 Min: 53 / Avg: 65.26 / Max: 68 Min: 43 / Avg: 55.61 / Max: 58 Min: 59 / Avg: 69.75 / Max: 73 Min: 65 / Avg: 75.49 / Max: 79 Min: 65 / Avg: 76.66 / Max: 80 Min: 51 / Avg: 64 / Max: 67 Min: 53 / Avg: 67.61 / Max: 71 Min: 54 / Avg: 66.84 / Max: 71 Min: 53 / Avg: 63.15 / Max: 66 Min: 60 / Avg: 73.48 / Max: 77 Min: 51 / Avg: 60.29 / Max: 63 Min: 57 / Avg: 70.39 / Max: 73 Min: 58 / Avg: 70.91 / Max: 74
LuxCoreRender OpenCL Scene: Rainbow Colors and Prism OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: Rainbow Colors and Prism GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 3 6 9 12 15 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.13, N = 12 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.10, N = 12 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.09, N = 4 SE +/- 0.02, N = 4 SE +/- 0.03, N = 4 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 4 SE +/- 0.18, N = 4 3.98 5.41 6.62 5.38 4.23 3.93 2.73 5.58 5.61 5.01 3.22 2.84 4.81 5.11 6.59 6.47 7.97 11.32 10.98 10.21 9.24 9.14 12.33 12.73
LuxCoreRender OpenCL Scene: Rainbow Colors and Prism OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender OpenCL 2.3 Scene: Rainbow Colors and Prism GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.0225 0.045 0.0675 0.09 0.1125 0.08 0.08 0.05 0.09 0.05 0.10 0.07 0.07 0.05 0.05 0.05 0.05 0.05 0.05 0.08 0.10 0.10 0.09 0.08 0.08 0.08 0.08
LuxCoreRender OpenCL GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 40 80 120 160 200 Min: 7.11 / Avg: 65.55 / Max: 74.79 Min: 9.51 / Avg: 84.72 / Max: 98.6 Min: 8.94 / Avg: 84.06 / Max: 93.52 Min: 6.66 / Avg: 46.15 / Max: 51.34 Min: 6.81 / Avg: 52.04 / Max: 56.28 Min: 6.94 / Avg: 55.33 / Max: 65.23 Min: 12.5 / Avg: 79.62 / Max: 92.09 Min: 8.23 / Avg: 69.24 / Max: 79.18 Min: 8.85 / Avg: 61.26 / Max: 69.65 Min: 8.75 / Avg: 61.67 / Max: 68.14 Min: 15.79 / Avg: 93.88 / Max: 102.91 Min: 16.36 / Avg: 105.32 / Max: 116.36 Min: 17.07 / Avg: 132.71 / Max: 150.31 Min: 18.58 / Avg: 140.1 / Max: 157.68 Min: 9.92 / Avg: 94.01 / Max: 113.17 Min: 10.1 / Avg: 115.26 / Max: 146.1 Min: 10.31 / Avg: 106.39 / Max: 135.66 Min: 15.7 / Avg: 112.53 / Max: 141.4 Min: 17.55 / Avg: 120.03 / Max: 144.72 Min: 9.5 / Avg: 110.62 / Max: 134.26 Min: 11.02 / Avg: 152.05 / Max: 198.63 Min: 32.37 / Avg: 164.15 / Max: 211.46
LuxCoreRender OpenCL GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 44 / Avg: 53.82 / Max: 56 Min: 49 / Avg: 54.56 / Max: 56 Min: 59 / Avg: 61.43 / Max: 62 Min: 43 / Avg: 45.47 / Max: 46 Min: 59 / Avg: 60.23 / Max: 61 Min: 48 / Avg: 54.9 / Max: 56 Min: 52 / Avg: 55.72 / Max: 56 Min: 54 / Avg: 58.09 / Max: 60 Min: 44 / Avg: 55.11 / Max: 58 Min: 46 / Avg: 52.14 / Max: 54 Min: 50 / Avg: 64.98 / Max: 67 Min: 53 / Avg: 62.59 / Max: 65 Min: 45 / Avg: 51.41 / Max: 53 Min: 62 / Avg: 67.14 / Max: 68 Min: 67 / Avg: 70.8 / Max: 72 Min: 67 / Avg: 71.16 / Max: 73 Min: 53 / Avg: 59.13 / Max: 61 Min: 55 / Avg: 62.82 / Max: 66 Min: 57 / Avg: 61.64 / Max: 64 Min: 55 / Avg: 59.19 / Max: 61 Min: 63 / Avg: 66.85 / Max: 68 Min: 52 / Avg: 56.56 / Max: 58 Min: 61 / Avg: 65.13 / Max: 67 Min: 61 / Avg: 65.44 / Max: 68
LuxCoreRender OpenCL Scene: Food OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: Food GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.5018 1.0036 1.5054 2.0072 2.509 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 12 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 4 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 4 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 0.46 0.65 0.92 0.98 0.99 0.67 0.81 0.99 1.09 1.07 0.39 0.44 0.67 0.78 0.92 0.98 1.17 1.33 1.30 1.90 1.87 1.93 2.23 2.23
LuxCoreRender OpenCL Scene: Food OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender OpenCL 2.3 Scene: Food GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.0045 0.009 0.0135 0.018 0.0225 0.01 0.01 0.01 0.01 0.01 0.02 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.02 0.01 0.01
LuxCoreRender OpenCL GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 40 80 120 160 200 Min: 8.17 / Avg: 58.96 / Max: 71.04 Min: 31.41 / Avg: 83.19 / Max: 96.02 Min: 8.06 / Avg: 90.12 / Max: 106.33 Min: 6.24 / Avg: 44.99 / Max: 53.28 Min: 6.84 / Avg: 56.54 / Max: 67.05 Min: 6.92 / Avg: 57.37 / Max: 67.67 Min: 11.39 / Avg: 83.39 / Max: 96.86 Min: 8.27 / Avg: 72.78 / Max: 85.29 Min: 8.84 / Avg: 54.64 / Max: 65.95 Min: 8.74 / Avg: 59 / Max: 69.19 Min: 15.58 / Avg: 90.48 / Max: 102.4 Min: 16.35 / Avg: 103.4 / Max: 117.54 Min: 69.98 / Avg: 132.95 / Max: 146.73 Min: 27.31 / Avg: 143.81 / Max: 159.29 Min: 9.83 / Avg: 95.49 / Max: 112.99 Min: 10.05 / Avg: 107.3 / Max: 127.48 Min: 8.82 / Avg: 101.18 / Max: 118.96 Min: 15.06 / Avg: 127.11 / Max: 149.45 Min: 16.79 / Avg: 136.69 / Max: 160.16 Min: 9.22 / Avg: 126.41 / Max: 148.49 Min: 8.82 / Avg: 171.77 / Max: 204.48 Min: 29.15 / Avg: 184.38 / Max: 215.68
LuxCoreRender OpenCL GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 15 30 45 60 75 Min: 43 / Avg: 51.77 / Max: 54 Min: 48 / Avg: 52.79 / Max: 55 Min: 58 / Avg: 61.15 / Max: 63 Min: 41 / Avg: 45.37 / Max: 47 Min: 53 / Avg: 60.67 / Max: 64 Min: 46 / Avg: 54.15 / Max: 57 Min: 50 / Avg: 56.2 / Max: 59 Min: 49 / Avg: 57.98 / Max: 61 Min: 43 / Avg: 56.95 / Max: 60 Min: 43 / Avg: 53.33 / Max: 56 Min: 51 / Avg: 64.24 / Max: 67 Min: 54 / Avg: 63.68 / Max: 66 Min: 42 / Avg: 51.41 / Max: 54 Min: 60 / Avg: 67.08 / Max: 70 Min: 67 / Avg: 72.15 / Max: 75 Min: 67 / Avg: 73.3 / Max: 77 Min: 50 / Avg: 59.77 / Max: 63 Min: 52 / Avg: 61.53 / Max: 64 Min: 51 / Avg: 60.11 / Max: 64 Min: 51 / Avg: 59.52 / Max: 63 Min: 57 / Avg: 70 / Max: 74 Min: 48 / Avg: 57.04 / Max: 60 Min: 55 / Avg: 66.31 / Max: 70 Min: 56 / Avg: 66.77 / Max: 70
Rodinia Test: OpenCL Particle Filter OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: OpenCL Particle Filter GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 6 12 18 24 30 SE +/- 0.027, N = 3 SE +/- 0.012, N = 4 SE +/- 0.019, N = 6 SE +/- 0.006, N = 6 SE +/- 0.018, N = 6 SE +/- 0.004, N = 3 SE +/- 0.021, N = 4 SE +/- 0.015, N = 4 SE +/- 0.009, N = 5 SE +/- 0.016, N = 5 SE +/- 0.028, N = 3 SE +/- 0.055, N = 3 SE +/- 0.026, N = 4 SE +/- 0.058, N = 4 SE +/- 0.092, N = 5 SE +/- 0.038, N = 5 SE +/- 0.004, N = 5 SE +/- 0.008, N = 6 SE +/- 0.005, N = 6 SE +/- 0.011, N = 6 SE +/- 0.008, N = 7 SE +/- 0.006, N = 7 SE +/- 0.009, N = 8 SE +/- 0.008, N = 8 21.267 12.002 8.205 7.791 6.457 17.823 12.487 11.893 11.482 10.847 23.834 18.409 13.185 11.774 10.071 9.155 8.836 7.914 7.767 6.837 6.196 5.718 4.414 4.250 1. (CXX) g++ options: -m64 -lm -lcuda -lcudart -lcudadevrt -lcudart_static -lrt -lpthread -ldl
Rodinia GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Rodinia 3.1 GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 30 60 90 120 150 Min: 23.92 / Avg: 66.75 / Max: 89.56 Min: 30.92 / Avg: 87.67 / Max: 128.84 Min: 34.81 / Avg: 99.28 / Max: 152.91 Min: 6.06 / Avg: 34.28 / Max: 41.16 Min: 6.86 / Avg: 42.32 / Max: 54.72 Min: 6.83 / Avg: 39.33 / Max: 50.42 Min: 11.43 / Avg: 58.56 / Max: 74.93 Min: 7.97 / Avg: 48.45 / Max: 62.13 Min: 10.76 / Avg: 63.33 / Max: 73.69 Min: 25.47 / Avg: 71.64 / Max: 87.25 Min: 44.26 / Avg: 97.33 / Max: 124.38 Min: 45.42 / Avg: 107.48 / Max: 144.02 Min: 68.56 / Avg: 126.47 / Max: 173.75 Min: 72.18 / Avg: 136.64 / Max: 185.98 Min: 9.76 / Avg: 69.82 / Max: 94.07 Min: 9.74 / Avg: 74.68 / Max: 103.3 Min: 8.55 / Avg: 66.6 / Max: 94.64 Min: 14.96 / Avg: 79.27 / Max: 114.15 Min: 15.62 / Avg: 84.41 / Max: 124.36 Min: 9.15 / Avg: 78.46 / Max: 121.81 Min: 7.62 / Avg: 98.87 / Max: 172.87 Min: 26.4 / Avg: 111.08 / Max: 186.57
Rodinia GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Rodinia 3.1 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 39 / Avg: 51.26 / Max: 56 Min: 41 / Avg: 49.31 / Max: 54 Min: 48 / Avg: 57.03 / Max: 63 Min: 39 / Avg: 43.62 / Max: 47 Min: 48 / Avg: 56.89 / Max: 64 Min: 39 / Avg: 45.53 / Max: 49 Min: 46 / Avg: 49.22 / Max: 51 Min: 42 / Avg: 47.29 / Max: 50 Min: 45 / Avg: 52.09 / Max: 57 Min: 39 / Avg: 45.78 / Max: 49 Min: 53 / Avg: 66.84 / Max: 71 Min: 54 / Avg: 65.43 / Max: 70 Min: 39 / Avg: 50.35 / Max: 57 Min: 51 / Avg: 61.18 / Max: 67 Min: 59 / Avg: 67.93 / Max: 73 Min: 59 / Avg: 68.47 / Max: 75 Min: 45 / Avg: 51 / Max: 54 Min: 45 / Avg: 50.5 / Max: 54 Min: 44 / Avg: 49.31 / Max: 53 Min: 44 / Avg: 48.48 / Max: 51 Min: 52 / Avg: 56.89 / Max: 61 Min: 43 / Avg: 46.43 / Max: 49 Min: 49 / Avg: 53.32 / Max: 56 Min: 50 / Avg: 54.12 / Max: 57
ArrayFire Test: Conjugate Gradient OpenCL OpenBenchmarking.org ms, Fewer Is Better ArrayFire 3.7 Test: Conjugate Gradient OpenCL GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 3 6 9 12 15 SE +/- 0.005, N = 10 SE +/- 0.003, N = 10 SE +/- 0.004, N = 10 SE +/- 0.001, N = 10 SE +/- 0.002, N = 10 SE +/- 0.003, N = 10 SE +/- 0.002, N = 10 SE +/- 0.002, N = 10 SE +/- 0.001, N = 10 SE +/- 0.001, N = 10 SE +/- 0.002, N = 10 SE +/- 0.002, N = 10 SE +/- 0.002, N = 9 SE +/- 0.002, N = 10 SE +/- 0.006, N = 10 SE +/- 0.007, N = 10 SE +/- 0.002, N = 10 SE +/- 0.001, N = 10 SE +/- 0.002, N = 10 SE +/- 0.001, N = 10 SE +/- 0.001, N = 10 SE +/- 0.001, N = 10 SE +/- 0.005, N = 10 SE +/- 0.001, N = 10 7.775 5.000 4.077 3.814 3.387 6.808 4.445 4.541 2.642 3.068 8.349 8.968 5.400 4.904 3.622 3.917 2.659 2.083 2.097 2.071 2.075 1.900 1.677 1.666 1. (CXX) g++ options: -rdynamic
ArrayFire GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better ArrayFire 3.7 GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 30 60 90 120 150 Min: 24.41 / Avg: 48.03 / Max: 83.69 Min: 31.75 / Avg: 63.05 / Max: 106.44 Min: 35.88 / Avg: 71.08 / Max: 114.34 Min: 6.12 / Avg: 26.47 / Max: 51.86 Min: 6.77 / Avg: 32.81 / Max: 65.03 Min: 6.89 / Avg: 30.36 / Max: 60.65 Min: 12.96 / Avg: 51.78 / Max: 99.21 Min: 8.35 / Avg: 41.34 / Max: 82.92 Min: 11.52 / Avg: 47.66 / Max: 79.99 Min: 25.48 / Avg: 48.37 / Max: 79 Min: 44.07 / Avg: 70.13 / Max: 111.84 Min: 45.13 / Avg: 79.99 / Max: 125.42 Min: 69.99 / Avg: 106.37 / Max: 154.68 Min: 74.47 / Avg: 113.09 / Max: 160.53 Min: 9.91 / Avg: 54.1 / Max: 103.84 Min: 10.31 / Avg: 65.56 / Max: 133.6 Min: 9.57 / Avg: 60.23 / Max: 123.44 Min: 14.98 / Avg: 70.4 / Max: 136.14 Min: 16.9 / Avg: 76.69 / Max: 135 Min: 9.43 / Avg: 66.35 / Max: 129.31 Min: 9.06 / Avg: 86.68 / Max: 181.59 Min: 28.35 / Avg: 94.15 / Max: 182.06
ArrayFire GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better ArrayFire 3.7 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 43 / Avg: 46.56 / Max: 51 Min: 48 / Avg: 50.14 / Max: 54 Min: 54 / Avg: 56.91 / Max: 59 Min: 42 / Avg: 43.29 / Max: 45 Min: 56 / Avg: 58.69 / Max: 62 Min: 42 / Avg: 45.54 / Max: 50 Min: 46 / Avg: 48.09 / Max: 50 Min: 46 / Avg: 48.45 / Max: 52 Min: 43 / Avg: 50.39 / Max: 58 Min: 42 / Avg: 45.47 / Max: 49 Min: 51 / Avg: 57.41 / Max: 64 Min: 53 / Avg: 56.39 / Max: 60 Min: 45 / Avg: 47.64 / Max: 51 Min: 58 / Avg: 62.29 / Max: 66 Min: 65 / Avg: 68.04 / Max: 72 Min: 65 / Avg: 68.16 / Max: 72 Min: 47 / Avg: 50.34 / Max: 54 Min: 47 / Avg: 50.28 / Max: 54 Min: 49 / Avg: 51.79 / Max: 56 Min: 45 / Avg: 47.64 / Max: 51 Min: 56 / Avg: 59.59 / Max: 64 Min: 45 / Avg: 47.25 / Max: 50 Min: 53 / Avg: 55.13 / Max: 59 Min: 53 / Avg: 55.85 / Max: 60
clpeak OpenCL Test: Global Memory Bandwidth OpenBenchmarking.org GBPS, More Is Better clpeak OpenCL Test: Global Memory Bandwidth GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 110 220 330 440 550 SE +/- 0.07, N = 11 SE +/- 0.04, N = 10 SE +/- 0.04, N = 11 SE +/- 0.01, N = 11 SE +/- 0.11, N = 15 SE +/- 0.06, N = 12 SE +/- 0.02, N = 13 SE +/- 0.06, N = 11 SE +/- 0.16, N = 12 SE +/- 0.12, N = 12 SE +/- 0.02, N = 13 SE +/- 0.01, N = 13 SE +/- 0.02, N = 12 SE +/- 0.01, N = 13 SE +/- 0.13, N = 15 SE +/- 0.09, N = 9 SE +/- 0.15, N = 12 SE +/- 0.06, N = 13 SE +/- 0.05, N = 13 SE +/- 0.10, N = 13 SE +/- 0.07, N = 13 SE +/- 0.14, N = 13 SE +/- 0.46, N = 12 SE +/- 0.05, N = 13 92.34 147.66 197.20 198.18 223.14 105.31 156.86 158.15 276.35 234.91 90.18 82.23 144.56 165.29 264.74 246.43 276.94 368.94 369.30 369.62 369.23 405.92 506.90 530.79 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak OpenCL Test: Global Memory Bandwidth OpenBenchmarking.org GBPS Per Watt, More Is Better clpeak OpenCL Test: Global Memory Bandwidth GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 2 4 6 8 10 3.40 3.41 3.59 5.01 6.03 5.58 6.43 6.75 2.14 1.95 2.33 2.39 2.63 2.13 5.98 7.21 7.89 6.55 6.53 7.49 6.23 6.85
clpeak GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 40 80 120 160 200 Min: 24.21 / Avg: 43.45 / Max: 69.63 Min: 33.24 / Avg: 57.83 / Max: 93.93 Min: 34.9 / Avg: 62.12 / Max: 105.28 Min: 5.94 / Avg: 21.03 / Max: 49.94 Min: 6.73 / Avg: 26.03 / Max: 65.39 Min: 6.82 / Avg: 28.33 / Max: 64.09 Min: 11.71 / Avg: 42.96 / Max: 108.2 Min: 7.9 / Avg: 34.8 / Max: 91.2 Min: 11.72 / Avg: 42.12 / Max: 64.29 Min: 26.72 / Avg: 42.27 / Max: 63.07 Min: 43.97 / Avg: 61.98 / Max: 96 Min: 44.85 / Avg: 69.05 / Max: 109.81 Min: 69.04 / Avg: 100.57 / Max: 161.89 Min: 72.66 / Avg: 115.96 / Max: 169.56 Min: 9.76 / Avg: 46.29 / Max: 113.61 Min: 9.89 / Avg: 51.14 / Max: 150.47 Min: 9.21 / Avg: 46.8 / Max: 141.86 Min: 14.77 / Avg: 56.41 / Max: 155.24 Min: 16.08 / Avg: 56.53 / Max: 146.62 Min: 9.06 / Avg: 54.2 / Max: 148.63 Min: 8.04 / Avg: 81.32 / Max: 221.57 Min: 26.18 / Avg: 77.48 / Max: 220.21
clpeak GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better clpeak GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 13 26 39 52 65 Min: 42 / Avg: 44.19 / Max: 46 Min: 44 / Avg: 46.18 / Max: 48 Min: 52 / Avg: 53.45 / Max: 55 Min: 41 / Avg: 41.44 / Max: 42 Min: 52 / Avg: 52.55 / Max: 53 Min: 39 / Avg: 41.72 / Max: 46 Min: 43 / Avg: 45.17 / Max: 47 Min: 43 / Avg: 45.17 / Max: 48 Min: 44 / Avg: 51.16 / Max: 60 Min: 40 / Avg: 42.47 / Max: 46 Min: 53 / Avg: 58.42 / Max: 62 Min: 54 / Avg: 56 / Max: 58 Min: 41 / Avg: 43.25 / Max: 45 Min: 56 / Avg: 57.33 / Max: 60 Min: 61 / Avg: 63.08 / Max: 65 Min: 61 / Avg: 63.91 / Max: 67 Min: 44 / Avg: 46.48 / Max: 50 Min: 44 / Avg: 45.95 / Max: 50 Min: 44 / Avg: 46.51 / Max: 51 Min: 42 / Avg: 43.98 / Max: 48 Min: 52 / Avg: 53.51 / Max: 57 Min: 41 / Avg: 43.52 / Max: 48 Min: 49 / Avg: 51.02 / Max: 55 Min: 49 / Avg: 50.95 / Max: 55
clpeak OpenCL Test: Single-Precision Float OpenBenchmarking.org GFLOPS, More Is Better clpeak OpenCL Test: Single-Precision Float GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 3K 6K 9K 12K 15K SE +/- 51.80, N = 15 SE +/- 76.28, N = 15 SE +/- 112.12, N = 15 SE +/- 3.15, N = 13 SE +/- 104.59, N = 15 SE +/- 21.41, N = 13 SE +/- 49.35, N = 15 SE +/- 27.06, N = 12 SE +/- 43.47, N = 15 SE +/- 56.79, N = 15 SE +/- 28.68, N = 15 SE +/- 19.60, N = 13 SE +/- 48.39, N = 15 SE +/- 36.45, N = 13 SE +/- 62.62, N = 15 SE +/- 71.02, N = 15 SE +/- 67.09, N = 15 SE +/- 85.70, N = 15 SE +/- 92.93, N = 15 SE +/- 77.74, N = 15 SE +/- 73.37, N = 15 SE +/- 38.81, N = 13 SE +/- 177.79, N = 15 SE +/- 206.22, N = 15 2331.18 4110.71 6093.02 6788.40 8218.62 2673.64 4123.66 4543.64 4440.23 4778.23 1974.96 2604.97 3874.98 4472.77 5512.89 6121.76 5417.55 7034.77 7265.91 8540.73 9161.18 10264.38 13536.25 14178.85 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak OpenCL Test: Single-Precision Float OpenBenchmarking.org GFLOPS Per Watt, More Is Better clpeak OpenCL Test: Single-Precision Float GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 40 80 120 160 200 108.23 122.80 141.08 151.21 165.34 196.49 119.96 172.74 50.81 60.09 62.20 60.52 56.52 59.20 140.61 132.83 141.26 155.29 158.55 197.54 169.42 154.83
clpeak GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 40 80 120 160 200 Min: 24.22 / Avg: 37.98 / Max: 72.74 Min: 31.27 / Avg: 49.62 / Max: 104.99 Min: 34.74 / Avg: 58.25 / Max: 128.43 Min: 5.83 / Avg: 17.68 / Max: 48.63 Min: 6.73 / Avg: 24.94 / Max: 64.76 Min: 6.77 / Avg: 23.12 / Max: 65.88 Min: 11.55 / Avg: 37.01 / Max: 87.25 Min: 7.77 / Avg: 27.66 / Max: 77.07 Min: 10.76 / Avg: 38.87 / Max: 66.5 Min: 25.39 / Avg: 43.35 / Max: 78.13 Min: 43.88 / Avg: 62.3 / Max: 110.68 Min: 44.46 / Avg: 73.9 / Max: 130.16 Min: 69.23 / Avg: 97.54 / Max: 163.18 Min: 73.61 / Avg: 103.4 / Max: 173.43 Min: 9.69 / Avg: 38.53 / Max: 112.04 Min: 9.79 / Avg: 52.96 / Max: 127.22 Min: 8.97 / Avg: 51.44 / Max: 121 Min: 14.82 / Avg: 55 / Max: 139.79 Min: 15.74 / Avg: 57.78 / Max: 153.32 Min: 9.13 / Avg: 51.96 / Max: 154.62 Min: 7.42 / Avg: 79.9 / Max: 222.45 Min: 25.37 / Avg: 91.58 / Max: 238.89
clpeak GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better clpeak GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 13 26 39 52 65 Min: 40 / Avg: 42.77 / Max: 49 Min: 43 / Avg: 44.68 / Max: 46 Min: 50 / Avg: 51.35 / Max: 54 Min: 40 / Avg: 40.9 / Max: 43 Min: 50 / Avg: 51.89 / Max: 54 Min: 37 / Avg: 39.51 / Max: 45 Min: 42 / Avg: 43.37 / Max: 46 Min: 41 / Avg: 43.05 / Max: 47 Min: 44 / Avg: 50.88 / Max: 59 Min: 39 / Avg: 41.4 / Max: 46 Min: 53 / Avg: 60.08 / Max: 69 Min: 54 / Avg: 58.82 / Max: 65 Min: 42 / Avg: 43.68 / Max: 49 Min: 54 / Avg: 56.65 / Max: 61 Min: 62 / Avg: 64.64 / Max: 67 Min: 65 / Avg: 66.09 / Max: 69 Min: 42 / Avg: 44.09 / Max: 49 Min: 42 / Avg: 44.89 / Max: 50 Min: 42 / Avg: 45.28 / Max: 49 Min: 40 / Avg: 42.42 / Max: 47 Min: 49 / Avg: 51.93 / Max: 56 Min: 40 / Avg: 41.69 / Max: 46 Min: 46 / Avg: 49.5 / Max: 54 Min: 47 / Avg: 49.86 / Max: 55
clpeak OpenCL Test: Double-Precision Double OpenBenchmarking.org GFLOPS, More Is Better clpeak OpenCL Test: Double-Precision Double GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 120 240 360 480 600 SE +/- 0.14, N = 4 SE +/- 0.23, N = 3 SE +/- 0.38, N = 4 SE +/- 0.06, N = 3 SE +/- 0.60, N = 3 SE +/- 0.27, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.46, N = 3 SE +/- 0.17, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.11, N = 3 SE +/- 0.14, N = 3 SE +/- 0.58, N = 3 SE +/- 0.69, N = 3 SE +/- 0.71, N = 3 SE +/- 0.00, N = 3 SE +/- 0.91, N = 3 SE +/- 0.03, N = 3 SE +/- 1.30, N = 3 SE +/- 1.32, N = 3 84.60 150.68 223.60 242.70 298.46 109.20 157.98 168.56 172.49 184.34 69.87 92.41 137.48 159.72 197.23 219.42 232.17 261.89 267.79 308.86 345.11 376.32 522.22 548.26 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak OpenCL Test: Double-Precision Double OpenBenchmarking.org GFLOPS Per Watt, More Is Better clpeak OpenCL Test: Double-Precision Double GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 1.0148 2.0296 3.0444 4.0592 5.074 3.17 3.44 3.80 3.75 4.05 4.51 3.07 4.05 1.46 1.76 1.80 1.78 1.68 1.77 3.47 3.33 3.73 3.72 3.65 4.31 4.19 3.98
clpeak GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 30 60 90 120 150 Min: 24.22 / Avg: 47.58 / Max: 52.52 Min: 31.08 / Avg: 65.01 / Max: 74.02 Min: 35.4 / Avg: 78.46 / Max: 87.16 Min: 5.89 / Avg: 29.14 / Max: 32.44 Min: 6.69 / Avg: 39.04 / Max: 42.31 Min: 6.88 / Avg: 37.38 / Max: 40.82 Min: 11.51 / Avg: 56.17 / Max: 64.43 Min: 8.02 / Avg: 45.57 / Max: 50.18 Min: 10.94 / Avg: 47.84 / Max: 53.44 Min: 27 / Avg: 52.39 / Max: 56.16 Min: 43.97 / Avg: 76.45 / Max: 83.14 Min: 44.75 / Avg: 89.73 / Max: 96.18 Min: 69.51 / Avg: 117.71 / Max: 125.8 Min: 74.08 / Avg: 124.1 / Max: 132.77 Min: 9.77 / Avg: 66.93 / Max: 76.73 Min: 10.24 / Avg: 78.6 / Max: 85.65 Min: 8.98 / Avg: 71.77 / Max: 78.52 Min: 14.8 / Avg: 83.1 / Max: 90.69 Min: 15.41 / Avg: 94.68 / Max: 108.82 Min: 9.08 / Avg: 87.4 / Max: 96.43 Min: 7.74 / Avg: 124.66 / Max: 137.37 Min: 25.14 / Avg: 137.68 / Max: 152.18
clpeak GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better clpeak GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 41 / Avg: 45.47 / Max: 47 Min: 44 / Avg: 46.02 / Max: 48 Min: 50 / Avg: 53.28 / Max: 56 Min: 39 / Avg: 42.21 / Max: 44 Min: 52 / Avg: 55.73 / Max: 59 Min: 36 / Avg: 42.02 / Max: 44 Min: 41 / Avg: 45.04 / Max: 47 Min: 40 / Avg: 45.24 / Max: 48 Min: 45 / Avg: 51.82 / Max: 56 Min: 38 / Avg: 45.23 / Max: 48 Min: 56 / Avg: 64.55 / Max: 67 Min: 59 / Avg: 63.91 / Max: 65 Min: 42 / Avg: 47.54 / Max: 50 Min: 56 / Avg: 61.46 / Max: 64 Min: 65 / Avg: 69.66 / Max: 72 Min: 65 / Avg: 70.26 / Max: 73 Min: 40 / Avg: 47.44 / Max: 50 Min: 41 / Avg: 49.2 / Max: 52 Min: 42 / Avg: 50.54 / Max: 54 Min: 39 / Avg: 45.22 / Max: 47 Min: 49 / Avg: 58.62 / Max: 64 Min: 39 / Avg: 44.83 / Max: 47 Min: 45 / Avg: 54.02 / Max: 58 Min: 46 / Avg: 55.06 / Max: 59
clpeak OpenCL Test: Integer Compute INT OpenBenchmarking.org GIOPS, More Is Better clpeak OpenCL Test: Integer Compute INT GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 3K 6K 9K 12K 15K SE +/- 10.24, N = 15 SE +/- 10.83, N = 15 SE +/- 6.03, N = 12 SE +/- 0.30, N = 10 SE +/- 7.00, N = 10 SE +/- 1.93, N = 13 SE +/- 41.07, N = 15 SE +/- 10.20, N = 12 SE +/- 6.44, N = 12 SE +/- 49.36, N = 15 SE +/- 4.46, N = 15 SE +/- 3.50, N = 9 SE +/- 8.78, N = 10 SE +/- 1.81, N = 8 SE +/- 8.22, N = 9 SE +/- 10.01, N = 9 SE +/- 65.66, N = 15 SE +/- 81.72, N = 15 SE +/- 83.63, N = 15 SE +/- 66.40, N = 12 SE +/- 51.79, N = 12 SE +/- 58.52, N = 13 SE +/- 23.37, N = 12 SE +/- 169.21, N = 15 719.46 1275.12 1695.79 2076.45 2430.55 2641.38 4128.39 4338.67 4280.55 4734.36 593.76 789.99 1145.14 1306.51 1612.52 1757.81 5356.84 6930.21 7133.77 8484.41 9141.23 10266.72 13629.37 13783.93 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak OpenCL Test: Integer Compute INT OpenBenchmarking.org GIOPS Per Watt, More Is Better clpeak OpenCL Test: Integer Compute INT GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 30 60 90 120 150 20.82 25.67 26.36 126.24 136.19 144.64 97.06 129.22 10.27 9.96 12.09 11.17 10.68 11.41 115.24 109.84 121.36 124.06 127.85 156.39 150.19 131.83
clpeak GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 50 100 150 200 250 Min: 24.11 / Avg: 61.24 / Max: 122.79 Min: 30.97 / Avg: 66.06 / Max: 137.9 Min: 35.4 / Avg: 92.2 / Max: 182.88 Min: 5.86 / Avg: 20.92 / Max: 68.73 Min: 6.64 / Avg: 30.31 / Max: 98.17 Min: 6.8 / Avg: 30 / Max: 103.08 Min: 11.31 / Avg: 44.1 / Max: 128.36 Min: 7.93 / Avg: 36.64 / Max: 122.25 Min: 10.66 / Avg: 57.82 / Max: 109.21 Min: 25.66 / Avg: 79.35 / Max: 143.77 Min: 44.26 / Avg: 94.73 / Max: 174.42 Min: 44.74 / Avg: 116.93 / Max: 183.29 Min: 69.22 / Avg: 150.96 / Max: 249.82 Min: 75.05 / Avg: 154.12 / Max: 249.46 Min: 9.69 / Avg: 46.48 / Max: 162.89 Min: 9.91 / Avg: 63.1 / Max: 178.71 Min: 8.66 / Avg: 58.78 / Max: 177.55 Min: 15.16 / Avg: 68.39 / Max: 215.86 Min: 15.97 / Avg: 71.5 / Max: 219.93 Min: 9.15 / Avg: 65.65 / Max: 248.15 Min: 7.45 / Avg: 90.75 / Max: 256.14 Min: 26.07 / Avg: 104.56 / Max: 286.49
clpeak GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better clpeak GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 16 32 48 64 80 Min: 40 / Avg: 49.65 / Max: 64 Min: 43 / Avg: 49.61 / Max: 55 Min: 50 / Avg: 53.94 / Max: 59 Min: 40 / Avg: 45.6 / Max: 51 Min: 53 / Avg: 58.72 / Max: 63 Min: 38 / Avg: 40.86 / Max: 49 Min: 43 / Avg: 44.9 / Max: 49 Min: 43 / Avg: 45.32 / Max: 52 Min: 44 / Avg: 49.84 / Max: 61 Min: 41 / Avg: 44.38 / Max: 52 Min: 50 / Avg: 62.41 / Max: 82 Min: 55 / Avg: 64.23 / Max: 74 Min: 42 / Avg: 50.88 / Max: 61 Min: 57 / Avg: 65.57 / Max: 72 Min: 66 / Avg: 73.28 / Max: 79 Min: 66 / Avg: 72.52 / Max: 78 Min: 43 / Avg: 45.35 / Max: 52 Min: 44 / Avg: 47.95 / Max: 54 Min: 47 / Avg: 50.13 / Max: 55 Min: 41 / Avg: 44.64 / Max: 52 Min: 56 / Avg: 58.28 / Max: 63 Min: 42 / Avg: 44.25 / Max: 52 Min: 50 / Avg: 52.72 / Max: 58 Min: 51 / Avg: 53.8 / Max: 59
NeatBench Acceleration: GPU OpenBenchmarking.org FPS, More Is Better NeatBench 5 Acceleration: GPU GTX 1070 GTX 1080 GTX 1650 GTX 1660 GTX 950 GTX 960 GTX 970 GTX 980 RTX 2060 RTX 2070 RTX 2080 TITAN RTX 11 22 33 44 55 SE +/- 0.13, N = 13 SE +/- 0.04, N = 13 SE +/- 0.05, N = 13 SE +/- 0.06, N = 13 SE +/- 0.02, N = 13 SE +/- 0.01, N = 13 SE +/- 0.05, N = 13 SE +/- 0.04, N = 13 SE +/- 0.23, N = 14 SE +/- 0.26, N = 13 SE +/- 0.11, N = 15 SE +/- 0.02, N = 13 21.50 24.60 12.80 18.60 9.54 9.53 15.40 17.30 28.30 35.80 38.30 48.10
NeatBench Acceleration: GPU OpenBenchmarking.org FPS Per Watt, More Is Better NeatBench 5 Acceleration: GPU GTX 1070 GTX 1080 GTX 1650 GTX 1660 GTX 950 GTX 960 GTX 970 GTX 980 RTX 2060 RTX 2070 RTX 2080 TITAN RTX 0.2385 0.477 0.7155 0.954 1.1925 0.44 0.46 0.68 0.93 0.24 0.23 0.26 0.26 0.78 1.06 0.81 0.80
NeatBench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better NeatBench 5 GPU Power Consumption Monitor GTX 1070 GTX 1080 GTX 1650 GTX 1660 GTX 950 GTX 960 GTX 970 GTX 980 RTX 2060 RTX 2070 RTX 2080 TITAN RTX 20 40 60 80 100 Min: 31.33 / Avg: 48.36 / Max: 115.14 Min: 35.3 / Avg: 53.8 / Max: 126.52 Min: 5.87 / Avg: 18.88 / Max: 56.64 Min: 6.77 / Avg: 20.09 / Max: 57.18 Min: 10.76 / Avg: 39.7 / Max: 80.14 Min: 25.37 / Avg: 41.35 / Max: 81.47 Min: 43.97 / Avg: 58.4 / Max: 97.17 Min: 45.04 / Avg: 65.52 / Max: 125.61 Min: 9.68 / Avg: 36.15 / Max: 70.16 Min: 8.77 / Avg: 33.68 / Max: 64.54 Min: 16.13 / Avg: 47.35 / Max: 77.25 Min: 25.46 / Avg: 60.11 / Max: 97.89
NeatBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better NeatBench 5 GPU Temperature Monitor GTX 1070 GTX 1080 GTX 1650 GTX 1660 GTX 950 GTX 960 GTX 970 GTX 980 RTX 2060 RTX 2070 RTX 2080 TITAN RTX 12 24 36 48 60 Min: 50 / Avg: 51.91 / Max: 53 Min: 53 / Avg: 54.76 / Max: 58 Min: 37 / Avg: 38.37 / Max: 42 Min: 40 / Avg: 41.41 / Max: 44 Min: 47 / Avg: 53.89 / Max: 63 Min: 51 / Avg: 53.84 / Max: 58 Min: 43 / Avg: 44.66 / Max: 47 Min: 57 / Avg: 59.02 / Max: 62 Min: 41 / Avg: 42.05 / Max: 43 Min: 43 / Avg: 44.89 / Max: 47 Min: 50 / Avg: 51.93 / Max: 54 Min: 46 / Avg: 48.36 / Max: 51
FinanceBench Benchmark: Black-Scholes OpenCL OpenBenchmarking.org ms, Fewer Is Better FinanceBench 2016-06-06 Benchmark: Black-Scholes OpenCL GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 7 14 21 28 35 SE +/- 0.748737, N = 15 SE +/- 0.317433, N = 15 SE +/- 0.209293, N = 15 SE +/- 0.003359, N = 15 SE +/- 0.003290, N = 15 SE +/- 0.002491, N = 14 SE +/- 0.001228, N = 14 SE +/- 0.001244, N = 14 SE +/- 0.001295, N = 14 SE +/- 0.001932, N = 14 SE +/- 0.453232, N = 15 SE +/- 0.303704, N = 15 SE +/- 0.003094, N = 15 SE +/- 0.022523, N = 15 SE +/- 0.156028, N = 15 SE +/- 0.004731, N = 14 SE +/- 0.000959, N = 14 SE +/- 0.015324, N = 15 SE +/- 0.001589, N = 14 SE +/- 0.014259, N = 15 SE +/- 0.001547, N = 14 SE +/- 0.003249, N = 15 SE +/- 0.001717, N = 14 SE +/- 0.001983, N = 15 24.362200 13.340000 8.968000 7.298000 6.981000 24.145285 16.577785 15.259000 15.271000 14.385000 27.818867 19.513200 14.196000 12.101000 9.596000 9.323000 12.555000 10.498000 10.254000 8.263000 7.657000 6.811000 6.020000 5.701000 1. (CXX) g++ options: -O3 -lOpenCL
FinanceBench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better FinanceBench 2016-06-06 GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 16 32 48 64 80 Min: 24.02 / Avg: 28.54 / Max: 34.93 Min: 30.74 / Avg: 38.09 / Max: 44.91 Min: 34.48 / Avg: 37.96 / Max: 41.35 Min: 5.79 / Avg: 10.62 / Max: 17.61 Min: 6.65 / Avg: 13.23 / Max: 20.93 Min: 6.77 / Avg: 12.6 / Max: 20.59 Min: 11.38 / Avg: 21.68 / Max: 35 Min: 7.58 / Avg: 14.8 / Max: 25.66 Min: 10.57 / Avg: 23.48 / Max: 38.35 Min: 26.23 / Avg: 31.11 / Max: 39.27 Min: 43.88 / Avg: 46.25 / Max: 48.4 Min: 44.36 / Avg: 47.75 / Max: 49.96 Min: 69.22 / Avg: 77.38 / Max: 86.25 Min: 73.14 / Avg: 77.07 / Max: 78.94 Min: 9.59 / Avg: 21.32 / Max: 35.76 Min: 9.85 / Avg: 24.96 / Max: 41.32 Min: 8.3 / Avg: 20.71 / Max: 37.14 Min: 14.56 / Avg: 28.59 / Max: 46.88 Min: 15.36 / Avg: 31.49 / Max: 51.96 Min: 9 / Avg: 29.32 / Max: 48.16 Min: 6.58 / Avg: 29.78 / Max: 53.12 Min: 24.7 / Avg: 38.84 / Max: 59.62
FinanceBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better FinanceBench 2016-06-06 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 13 26 39 52 65 Min: 38 / Avg: 40.3 / Max: 43 Min: 40 / Avg: 42.76 / Max: 46 Min: 43 / Avg: 48.67 / Max: 50 Min: 39 / Avg: 39.94 / Max: 41 Min: 46 / Avg: 47.39 / Max: 50 Min: 34 / Avg: 35.36 / Max: 37 Min: 39 / Avg: 39.86 / Max: 41 Min: 36 / Avg: 37.72 / Max: 40 Min: 45 / Avg: 46.81 / Max: 49 Min: 36 / Avg: 37.83 / Max: 39 Min: 50 / Avg: 52.52 / Max: 57 Min: 52 / Avg: 53.6 / Max: 55 Min: 39 / Avg: 39.35 / Max: 40 Min: 50 / Avg: 51.97 / Max: 54 Min: 59 / Avg: 61.76 / Max: 66 Min: 58 / Avg: 60.14 / Max: 63 Min: 37 / Avg: 38.7 / Max: 41 Min: 38 / Avg: 39.66 / Max: 42 Min: 38 / Avg: 39.74 / Max: 42 Min: 37 / Avg: 38.3 / Max: 40 Min: 45 / Avg: 46.84 / Max: 49 Min: 37 / Avg: 38.31 / Max: 40 Min: 42 / Avg: 43.96 / Max: 46 Min: 41 / Avg: 42.67 / Max: 44
PlaidML FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 600 1200 1800 2400 3000 SE +/- 0.93, N = 6 SE +/- 2.10, N = 6 SE +/- 3.20, N = 7 SE +/- 0.31, N = 7 SE +/- 1.79, N = 7 SE +/- 0.63, N = 7 SE +/- 0.88, N = 6 SE +/- 1.27, N = 7 SE +/- 0.83, N = 7 SE +/- 1.12, N = 7 SE +/- 0.31, N = 5 SE +/- 0.57, N = 6 SE +/- 0.24, N = 6 SE +/- 0.78, N = 6 SE +/- 2.34, N = 5 SE +/- 3.21, N = 7 SE +/- 0.92, N = 7 SE +/- 3.83, N = 8 SE +/- 3.47, N = 8 SE +/- 2.51, N = 8 SE +/- 2.80, N = 7 SE +/- 6.26, N = 8 SE +/- 1.82, N = 7 SE +/- 1.27, N = 8 594.41 987.07 1392.46 1485.78 1665.72 814.50 1080.43 1199.66 1380.68 1427.43 508.66 609.16 910.91 1053.49 1290.48 1369.20 1719.71 2012.37 1996.60 2287.03 2322.39 2432.73 2751.85 2856.83
PlaidML FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 12 24 36 48 60 21.41 22.95 26.42 26.58 32.92 39.25 28.52 37.22 9.92 11.25 12.30 13.58 13.25 12.27 36.00 37.84 40.97 39.12 39.49 44.35 55.22 50.71
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 30 60 90 120 150 Min: 23.93 / Avg: 46.11 / Max: 92.68 Min: 30.84 / Avg: 60.68 / Max: 114.51 Min: 34.81 / Avg: 63.05 / Max: 122.89 Min: 5.82 / Avg: 30.64 / Max: 54.32 Min: 6.93 / Avg: 32.82 / Max: 62.88 Min: 6.77 / Avg: 30.56 / Max: 59.99 Min: 11.63 / Avg: 48.41 / Max: 90.62 Min: 7.56 / Avg: 38.35 / Max: 75.53 Min: 10.55 / Avg: 51.25 / Max: 84.79 Min: 25.57 / Avg: 54.14 / Max: 92.97 Min: 43.79 / Avg: 74.07 / Max: 114.2 Min: 44.36 / Avg: 77.57 / Max: 126.76 Min: 70.14 / Avg: 97.38 / Max: 150.67 Min: 73.89 / Avg: 111.6 / Max: 162.3 Min: 9.61 / Avg: 47.77 / Max: 96.5 Min: 9.83 / Avg: 53.18 / Max: 107.25 Min: 8.39 / Avg: 48.73 / Max: 100.29 Min: 14.68 / Avg: 58.46 / Max: 113.02 Min: 16.01 / Avg: 58.8 / Max: 114.53 Min: 9.13 / Avg: 54.85 / Max: 109.02 Min: 6.74 / Avg: 49.84 / Max: 77.61 Min: 24.23 / Avg: 56.34 / Max: 82.22
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 13 26 39 52 65 Min: 39 / Avg: 44.91 / Max: 52 Min: 41 / Avg: 44.06 / Max: 48 Min: 48 / Avg: 50.39 / Max: 54 Min: 38 / Avg: 40.14 / Max: 42 Min: 48 / Avg: 50.85 / Max: 54 Min: 33 / Avg: 39.25 / Max: 45 Min: 37 / Avg: 39.75 / Max: 43 Min: 34 / Avg: 38.2 / Max: 43 Min: 44 / Avg: 50.7 / Max: 60 Min: 35 / Avg: 39.81 / Max: 45 Min: 45 / Avg: 57.86 / Max: 68 Min: 49 / Avg: 56.63 / Max: 66 Min: 41 / Avg: 44.84 / Max: 51 Min: 51 / Avg: 54.67 / Max: 60 Min: 61 / Avg: 63.43 / Max: 68 Min: 62 / Avg: 65.43 / Max: 69 Min: 36 / Avg: 40.22 / Max: 45 Min: 36 / Avg: 40.64 / Max: 46 Min: 36 / Avg: 40.76 / Max: 45 Min: 35 / Avg: 38.57 / Max: 43 Min: 43 / Avg: 46.69 / Max: 51 Min: 35 / Avg: 38.05 / Max: 41 Min: 39 / Avg: 40.58 / Max: 42 Min: 37 / Avg: 38.85 / Max: 40
PlaidML FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 40 80 120 160 200 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 SE +/- 0.06, N = 3 SE +/- 0.05, N = 3 SE +/- 0.11, N = 3 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.07, N = 3 SE +/- 0.06, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.08, N = 3 SE +/- 0.19, N = 3 SE +/- 0.08, N = 3 SE +/- 0.14, N = 3 SE +/- 0.17, N = 3 SE +/- 0.11, N = 3 SE +/- 0.20, N = 3 SE +/- 0.09, N = 3 SE +/- 0.19, N = 3 SE +/- 0.21, N = 3 57.13 83.52 103.79 99.64 99.82 65.59 77.10 97.94 111.39 108.06 73.25 80.47 89.28 93.03 125.33 154.81 153.03 154.74 154.35 158.82 187.73 198.37
PlaidML FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.4793 0.9586 1.4379 1.9172 2.3965 1.56 1.46 1.35 1.65 1.66 2.13 1.79 1.88 0.92 0.91 0.77 1.05 1.89 1.87 1.99 1.77 1.75 1.87 1.99 2.13
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 30 60 90 120 150 Min: 23.24 / Avg: 53.7 / Max: 85.91 Min: 31.67 / Avg: 70.87 / Max: 115.12 Min: 35.3 / Avg: 74.03 / Max: 118.52 Min: 5.96 / Avg: 39.67 / Max: 54.51 Min: 6.55 / Avg: 46.45 / Max: 64.99 Min: 6.78 / Avg: 46.02 / Max: 67.2 Min: 11.36 / Avg: 62.38 / Max: 93.26 Min: 7.49 / Avg: 57.4 / Max: 84.31 Min: 43.86 / Avg: 79.97 / Max: 103.08 Min: 46.46 / Avg: 88.78 / Max: 114.99 Min: 70.27 / Avg: 115.28 / Max: 143.05 Min: 16.88 / Avg: 88.52 / Max: 151.05 Min: 9.68 / Avg: 66.44 / Max: 105.07 Min: 10.02 / Avg: 82.91 / Max: 123.91 Min: 8.77 / Avg: 77 / Max: 117.42 Min: 14.56 / Avg: 87.18 / Max: 128.88 Min: 15.5 / Avg: 88.31 / Max: 129.77 Min: 8.97 / Avg: 85.01 / Max: 124.21 Min: 6.49 / Avg: 94.19 / Max: 158.84 Min: 24.13 / Avg: 93.33 / Max: 165.41
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 41 / Avg: 48.8 / Max: 54 Min: 41 / Avg: 47.1 / Max: 52 Min: 49 / Avg: 54.4 / Max: 58 Min: 39 / Avg: 42.1 / Max: 45 Min: 52 / Avg: 55.19 / Max: 59 Min: 36 / Avg: 46.06 / Max: 52 Min: 38 / Avg: 44.26 / Max: 49 Min: 36 / Avg: 44.36 / Max: 51 Min: 42 / Avg: 51.43 / Max: 57 Min: 37 / Avg: 45.59 / Max: 52 Min: 40 / Avg: 47.16 / Max: 52 Min: 53 / Avg: 59.61 / Max: 65 Min: 65 / Avg: 68.95 / Max: 72 Min: 51 / Avg: 61.84 / Max: 72 Min: 38 / Avg: 44.63 / Max: 51 Min: 38 / Avg: 45.63 / Max: 52 Min: 39 / Avg: 46.52 / Max: 53 Min: 36 / Avg: 42.39 / Max: 47 Min: 45 / Avg: 53.21 / Max: 60 Min: 36 / Avg: 41.87 / Max: 46 Min: 39 / Avg: 43.93 / Max: 50 Min: 36 / Avg: 42.24 / Max: 49
PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 500 1000 1500 2000 2500 SE +/- 0.34, N = 6 SE +/- 0.68, N = 7 SE +/- 1.14, N = 8 SE +/- 0.27, N = 8 SE +/- 0.60, N = 8 SE +/- 0.31, N = 7 SE +/- 0.61, N = 7 SE +/- 0.61, N = 7 SE +/- 1.11, N = 8 SE +/- 0.87, N = 8 SE +/- 0.17, N = 6 SE +/- 0.05, N = 6 SE +/- 0.28, N = 7 SE +/- 0.69, N = 7 SE +/- 0.66, N = 8 SE +/- 0.79, N = 8 SE +/- 2.01, N = 8 SE +/- 1.35, N = 8 SE +/- 1.79, N = 8 SE +/- 1.66, N = 8 SE +/- 1.77, N = 8 SE +/- 1.80, N = 9 SE +/- 1.58, N = 8 SE +/- 2.36, N = 8 481.31 775.73 1052.64 1070.90 1154.13 573.67 740.17 858.90 1080.11 1038.86 408.28 434.07 716.82 810.50 1029.36 1106.29 1285.58 1585.76 1575.65 1712.75 1726.60 1815.92 2406.16 2544.67
PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 7 14 21 28 35 14.83 15.79 16.07 16.68 18.63 23.22 20.26 23.03 7.35 7.22 8.87 9.15 8.96 9.27 22.78 26.08 26.35 25.60 22.97 27.78 32.19 29.05
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 40 80 120 160 200 Min: 23.62 / Avg: 52.3 / Max: 100.05 Min: 36.19 / Avg: 66.66 / Max: 133.9 Min: 35.3 / Avg: 71.8 / Max: 130.83 Min: 6.33 / Avg: 34.39 / Max: 60.91 Min: 6.51 / Avg: 39.72 / Max: 74.35 Min: 6.92 / Avg: 36.98 / Max: 74.69 Min: 11.35 / Avg: 53.31 / Max: 107.06 Min: 8.36 / Avg: 45.12 / Max: 91.44 Min: 10.66 / Avg: 55.55 / Max: 87.44 Min: 25.76 / Avg: 60.1 / Max: 95.86 Min: 43.96 / Avg: 80.85 / Max: 132.2 Min: 44.94 / Avg: 88.58 / Max: 148.09 Min: 71.34 / Avg: 114.86 / Max: 179.91 Min: 74.57 / Avg: 119.34 / Max: 192.7 Min: 9.8 / Avg: 56.43 / Max: 120.67 Min: 10.43 / Avg: 60.79 / Max: 139.03 Min: 8.77 / Avg: 59.8 / Max: 132.88 Min: 14.88 / Avg: 66.89 / Max: 143.43 Min: 15.73 / Avg: 75.18 / Max: 145.8 Min: 9.28 / Avg: 65.37 / Max: 139.25 Min: 7.96 / Avg: 74.76 / Max: 183.39 Min: 32.24 / Avg: 87.61 / Max: 201.38
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 43 / Avg: 49.98 / Max: 57 Min: 45 / Avg: 48.37 / Max: 52 Min: 54 / Avg: 56.11 / Max: 58 Min: 41 / Avg: 42.8 / Max: 45 Min: 55 / Avg: 56.37 / Max: 58 Min: 43 / Avg: 47.88 / Max: 53 Min: 44 / Avg: 46.4 / Max: 49 Min: 44 / Avg: 47.11 / Max: 51 Min: 42 / Avg: 49.72 / Max: 59 Min: 42 / Avg: 45.85 / Max: 50 Min: 48 / Avg: 60.71 / Max: 69 Min: 52 / Avg: 60.65 / Max: 67 Min: 43 / Avg: 48.09 / Max: 54 Min: 58 / Avg: 61.76 / Max: 66 Min: 67 / Avg: 69.24 / Max: 72 Min: 64 / Avg: 67.24 / Max: 71 Min: 43 / Avg: 45.98 / Max: 51 Min: 43 / Avg: 45.65 / Max: 50 Min: 46 / Avg: 48.28 / Max: 52 Min: 40 / Avg: 42.73 / Max: 47 Min: 54 / Avg: 55.91 / Max: 59 Min: 40 / Avg: 42.43 / Max: 46 Min: 44 / Avg: 45.91 / Max: 49 Min: 55 / Avg: 58.62 / Max: 63
PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 50 100 150 200 250 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.07, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.07, N = 3 SE +/- 0.05, N = 3 SE +/- 0.08, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.15, N = 3 SE +/- 0.09, N = 3 SE +/- 0.06, N = 3 SE +/- 0.06, N = 3 SE +/- 0.09, N = 3 SE +/- 0.12, N = 3 SE +/- 0.12, N = 3 SE +/- 0.09, N = 3 SE +/- 0.12, N = 3 SE +/- 0.21, N = 3 SE +/- 0.25, N = 3 49.71 79.13 108.46 108.23 112.28 59.37 73.17 87.25 100.51 98.99 41.97 45.54 73.89 82.21 99.84 105.39 125.23 146.90 147.87 149.69 151.99 159.79 212.11 227.30
PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.4883 0.9766 1.4649 1.9532 2.4415 1.29 1.63 1.40 1.24 1.31 1.58 1.70 1.48 0.61 0.82 0.81 0.82 1.04 0.81 1.74 1.55 1.55 1.47 1.41 1.62 2.17 2.12
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 40 80 120 160 200 Min: 25.45 / Avg: 61.56 / Max: 104.99 Min: 33.12 / Avg: 66.54 / Max: 135.5 Min: 35.29 / Avg: 80.29 / Max: 151.39 Min: 6.57 / Avg: 47.69 / Max: 62.44 Min: 6.77 / Avg: 55.77 / Max: 75.88 Min: 6.93 / Avg: 55.27 / Max: 77.2 Min: 11.41 / Avg: 59.29 / Max: 109.55 Min: 8.16 / Avg: 66.74 / Max: 95.39 Min: 10.66 / Avg: 68.85 / Max: 84.94 Min: 25.95 / Avg: 55.7 / Max: 94.78 Min: 44.26 / Avg: 91.05 / Max: 129.52 Min: 46.1 / Avg: 99.8 / Max: 146.5 Min: 16.39 / Avg: 95.98 / Max: 176.88 Min: 73.76 / Avg: 130.75 / Max: 189.31 Min: 9.96 / Avg: 71.86 / Max: 128.42 Min: 10.08 / Avg: 94.98 / Max: 148.4 Min: 9.41 / Avg: 95.27 / Max: 148.67 Min: 14.66 / Avg: 101.94 / Max: 153.35 Min: 17.06 / Avg: 107.86 / Max: 161.23 Min: 9.28 / Avg: 98.38 / Max: 149.26 Min: 7.18 / Avg: 97.64 / Max: 203.73 Min: 26.74 / Avg: 107.42 / Max: 218.66
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 15 30 45 60 75 Min: 41 / Avg: 52.26 / Max: 60 Min: 44 / Avg: 51.53 / Max: 58 Min: 51 / Avg: 55.31 / Max: 61 Min: 41 / Avg: 44.33 / Max: 48 Min: 51 / Avg: 57.61 / Max: 63 Min: 46 / Avg: 54.77 / Max: 59 Min: 48 / Avg: 52.67 / Max: 56 Min: 48 / Avg: 54.65 / Max: 59 Min: 43 / Avg: 51.23 / Max: 61 Min: 44 / Avg: 50.73 / Max: 55 Min: 50 / Avg: 66.5 / Max: 71 Min: 51 / Avg: 59.77 / Max: 68 Min: 42 / Avg: 51.79 / Max: 59 Min: 56 / Avg: 64.44 / Max: 71 Min: 57 / Avg: 64.76 / Max: 73 Min: 61 / Avg: 69.07 / Max: 77 Min: 44 / Avg: 49.7 / Max: 58 Min: 45 / Avg: 51.65 / Max: 58 Min: 49 / Avg: 54.73 / Max: 60 Min: 42 / Avg: 47.79 / Max: 52 Min: 57 / Avg: 62.63 / Max: 67 Min: 43 / Avg: 48 / Max: 52 Min: 45 / Avg: 48.38 / Max: 55 Min: 50 / Avg: 53.57 / Max: 60
PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 200 400 600 800 1000 SE +/- 0.09, N = 3 SE +/- 0.09, N = 4 SE +/- 0.44, N = 4 SE +/- 0.07, N = 4 SE +/- 0.35, N = 4 SE +/- 0.34, N = 4 SE +/- 0.08, N = 4 SE +/- 0.07, N = 4 SE +/- 0.17, N = 4 SE +/- 0.06, N = 4 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 SE +/- 0.11, N = 4 SE +/- 0.41, N = 4 SE +/- 0.57, N = 4 SE +/- 0.30, N = 4 SE +/- 0.19, N = 4 SE +/- 0.28, N = 5 SE +/- 0.29, N = 5 SE +/- 0.28, N = 5 SE +/- 0.58, N = 5 SE +/- 0.50, N = 5 SE +/- 1.41, N = 5 SE +/- 0.80, N = 5 130.66 227.23 314.83 331.84 398.82 201.27 269.17 289.42 298.77 313.08 111.25 143.15 203.08 228.46 267.88 294.10 390.07 438.26 444.84 500.26 544.54 588.04 753.75 775.69
PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 2 4 6 8 10 3.48 3.83 4.96 4.87 5.90 6.63 5.13 5.82 1.66 1.98 2.10 2.18 2.10 2.21 5.73 6.01 6.24 6.45 6.16 7.48 8.14 7.85
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 30 60 90 120 150 Min: 24.51 / Avg: 65.27 / Max: 103.19 Min: 36.16 / Avg: 82.25 / Max: 155.43 Min: 35.4 / Avg: 80.4 / Max: 160.01 Min: 6.53 / Avg: 41.35 / Max: 58.89 Min: 6.81 / Avg: 45.61 / Max: 70.76 Min: 6.95 / Avg: 43.66 / Max: 68.27 Min: 11.5 / Avg: 58.25 / Max: 91.15 Min: 8.3 / Avg: 53.76 / Max: 85.43 Min: 10.66 / Avg: 67.01 / Max: 90.45 Min: 25.57 / Avg: 72.43 / Max: 102.95 Min: 44.26 / Avg: 96.68 / Max: 130.31 Min: 45.23 / Avg: 104.99 / Max: 148.25 Min: 70.07 / Avg: 127.83 / Max: 177.92 Min: 73.9 / Avg: 133.17 / Max: 182.51 Min: 9.89 / Avg: 68.07 / Max: 115.61 Min: 9.85 / Avg: 72.9 / Max: 120.67 Min: 9.94 / Avg: 71.27 / Max: 114.73 Min: 14.73 / Avg: 77.52 / Max: 120.59 Min: 16.11 / Avg: 88.43 / Max: 134.68 Min: 9.31 / Avg: 78.65 / Max: 123.51 Min: 7.96 / Avg: 92.65 / Max: 172.43 Min: 25.76 / Avg: 98.8 / Max: 176.19
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 45 / Avg: 54.69 / Max: 60 Min: 48 / Avg: 52.93 / Max: 56 Min: 55 / Avg: 59.63 / Max: 63 Min: 43 / Avg: 45.07 / Max: 47 Min: 56 / Avg: 59.11 / Max: 62 Min: 47 / Avg: 53.79 / Max: 58 Min: 50 / Avg: 52.73 / Max: 55 Min: 49 / Avg: 53.32 / Max: 56 Min: 43 / Avg: 51.52 / Max: 57 Min: 44 / Avg: 49.12 / Max: 52 Min: 50 / Avg: 66.77 / Max: 73 Min: 55 / Avg: 65.03 / Max: 71 Min: 46 / Avg: 54.04 / Max: 59 Min: 60 / Avg: 66.7 / Max: 71 Min: 65 / Avg: 70.14 / Max: 74 Min: 66 / Avg: 70.32 / Max: 74 Min: 47 / Avg: 50.95 / Max: 55 Min: 46 / Avg: 50.76 / Max: 54 Min: 50 / Avg: 53.33 / Max: 56 Min: 43 / Avg: 46.77 / Max: 49 Min: 58 / Avg: 60.73 / Max: 63 Min: 44 / Avg: 46.93 / Max: 49 Min: 47 / Avg: 50.16 / Max: 53 Min: 51 / Avg: 53.47 / Max: 56
LeelaChessZero Backend: OpenCL OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.26 Backend: OpenCL GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 5K 10K 15K 20K 25K SE +/- 2.73, N = 3 SE +/- 28.32, N = 3 SE +/- 85.75, N = 3 SE +/- 57.21, N = 3 SE +/- 6.17, N = 3 SE +/- 19.16, N = 3 SE +/- 3.38, N = 3 SE +/- 54.30, N = 3 SE +/- 56.77, N = 3 SE +/- 16.29, N = 3 SE +/- 10.44, N = 3 SE +/- 36.50, N = 3 SE +/- 43.89, N = 3 SE +/- 28.99, N = 3 SE +/- 27.94, N = 3 SE +/- 64.75, N = 3 SE +/- 61.94, N = 3 SE +/- 70.73, N = 3 SE +/- 28.58, N = 3 SE +/- 77.45, N = 3 SE +/- 79.08, N = 3 SE +/- 55.16, N = 3 SE +/- 20.50, N = 3 2565 5933 9750 9947 12662 3101 5151 5895 7366 7733 1982 2430 5163 6265 8283 9066 10290 12335 12311 14730 15442 17501 21839 22424 1. (CXX) g++ options: -flto -pthread
LeelaChessZero Backend: OpenCL OpenBenchmarking.org Nodes Per Second Per Watt, More Is Better LeelaChessZero 0.26 Backend: OpenCL GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 20 40 60 80 100 53.83 68.72 73.86 47.40 57.19 62.39 61.68 65.81 21.85 23.41 34.48 38.04 39.09 39.06 68.29 74.56 74.92 79.82 79.06 90.18 90.17 92.25
LeelaChessZero GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LeelaChessZero 0.26 GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 50 100 150 200 250 Min: 24.89 / Avg: 110.21 / Max: 121.15 Min: 32.1 / Avg: 141.88 / Max: 158.33 Min: 38.49 / Avg: 171.42 / Max: 192.49 Min: 6.78 / Avg: 65.42 / Max: 69.66 Min: 7.1 / Avg: 90.06 / Max: 97.22 Min: 7.22 / Avg: 94.49 / Max: 103.26 Min: 13.18 / Avg: 119.43 / Max: 127.66 Min: 8.23 / Avg: 117.51 / Max: 127.83 Min: 10.84 / Avg: 90.73 / Max: 96.46 Min: 25.28 / Avg: 103.8 / Max: 108.55 Min: 44.63 / Avg: 149.76 / Max: 166.9 Min: 46.2 / Avg: 164.7 / Max: 179.3 Min: 71.99 / Avg: 211.88 / Max: 234.37 Min: 74.81 / Avg: 232.11 / Max: 252.29 Min: 9.98 / Avg: 150.69 / Max: 164.05 Min: 10.41 / Avg: 165.45 / Max: 177.84 Min: 10.41 / Avg: 164.33 / Max: 179.55 Min: 16.33 / Avg: 184.55 / Max: 211.14 Min: 16.75 / Avg: 195.31 / Max: 219.29 Min: 9.63 / Avg: 194.07 / Max: 228.85 Min: 8.08 / Avg: 242.19 / Max: 270.23 Min: 29.44 / Avg: 243.07 / Max: 285.71
LeelaChessZero GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LeelaChessZero 0.26 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 16 32 48 64 80 Min: 46 / Avg: 63.41 / Max: 64 Min: 55 / Avg: 67.85 / Max: 69 Min: 62 / Avg: 76.77 / Max: 78 Min: 42 / Avg: 54.96 / Max: 57 Min: 64 / Avg: 81.05 / Max: 83 Min: 51 / Avg: 66.26 / Max: 67 Min: 54 / Avg: 64.93 / Max: 66 Min: 57 / Avg: 72.92 / Max: 74 Min: 44 / Avg: 66.63 / Max: 68 Min: 47 / Avg: 64.77 / Max: 66 Min: 51 / Avg: 71.74 / Max: 74 Min: 52 / Avg: 69.1 / Max: 71 Min: 43 / Avg: 67.9 / Max: 71 Min: 66 / Avg: 79.26 / Max: 80 Min: 70 / Avg: 81.97 / Max: 84 Min: 70 / Avg: 82.6 / Max: 84 Min: 52 / Avg: 71.03 / Max: 73 Min: 51 / Avg: 71.87 / Max: 74 Min: 55 / Avg: 73.93 / Max: 75 Min: 49 / Avg: 68.78 / Max: 71 Min: 62 / Avg: 81.37 / Max: 83 Min: 50 / Avg: 70.11 / Max: 73 Min: 52 / Avg: 75.77 / Max: 78 Min: 51 / Avg: 73.94 / Max: 77
cl-mem Benchmark: Read OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Read GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 120 240 360 480 600 SE +/- 0.00, N = 3 SE +/- 0.02, N = 5 SE +/- 0.03, N = 6 SE +/- 0.03, N = 6 SE +/- 0.08, N = 6 SE +/- 0.04, N = 4 SE +/- 0.04, N = 5 SE +/- 0.02, N = 5 SE +/- 0.07, N = 7 SE +/- 0.07, N = 6 SE +/- 0.00, N = 3 SE +/- 0.80, N = 2 SE +/- 0.02, N = 4 SE +/- 0.08, N = 5 SE +/- 0.17, N = 6 SE +/- 0.20, N = 6 SE +/- 0.08, N = 7 SE +/- 0.13, N = 8 SE +/- 0.10, N = 8 SE +/- 0.09, N = 8 SE +/- 0.42, N = 8 SE +/- 0.11, N = 8 SE +/- 0.13, N = 8 SE +/- 0.13, N = 9 95.2 154.4 206.2 206.2 229.6 108.7 167.0 163.9 296.6 251.2 90.3 81.5 144.6 165.3 266.0 243.5 297.4 396.8 396.9 396.8 396.5 437.6 545.7 567.7 1. (CC) gcc options: -O2 -flto -lOpenCL
cl-mem Benchmark: Read OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Read GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 1.3163 2.6326 3.9489 5.2652 6.5815 2.98 3.01 3.10 2.88 3.76 3.77 4.45 4.56 1.95 1.92 2.03 2.27 2.30 2.20 4.52 5.22 5.66 4.82 4.96 5.85 5.33 5.58
cl-mem GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better cl-mem 2017-01-13 GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 30 60 90 120 150 Min: 6.43 / Avg: 51.86 / Max: 65.6 Min: 8.06 / Avg: 68.47 / Max: 88.51 Min: 7.73 / Avg: 74.08 / Max: 97.87 Min: 5.86 / Avg: 37.78 / Max: 50.37 Min: 6.61 / Avg: 44.43 / Max: 62.88 Min: 6.76 / Avg: 43.53 / Max: 62.07 Min: 11.46 / Avg: 66.65 / Max: 106.04 Min: 7.91 / Avg: 55.05 / Max: 81.15 Min: 8.65 / Avg: 46.31 / Max: 57.74 Min: 8.56 / Avg: 42.36 / Max: 57.2 Min: 46.01 / Avg: 71.14 / Max: 88.97 Min: 15.68 / Avg: 72.69 / Max: 100.06 Min: 69.85 / Avg: 115.43 / Max: 146.67 Min: 17.53 / Avg: 110.76 / Max: 152.34 Min: 9.66 / Avg: 65.73 / Max: 95.06 Min: 9.64 / Avg: 76.07 / Max: 126.07 Min: 7.94 / Avg: 70.09 / Max: 119.29 Min: 14.69 / Avg: 82.27 / Max: 130.98 Min: 14.7 / Avg: 79.89 / Max: 122.73 Min: 9.01 / Avg: 74.81 / Max: 121.28 Min: 6.34 / Avg: 102.41 / Max: 177.98 Min: 24.41 / Avg: 101.82 / Max: 176.14
cl-mem GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better cl-mem 2017-01-13 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 33 / Avg: 40.02 / Max: 43 Min: 37 / Avg: 43.07 / Max: 46 Min: 46 / Avg: 50.74 / Max: 54 Min: 37 / Avg: 40.67 / Max: 43 Min: 47 / Avg: 51.85 / Max: 55 Min: 32 / Avg: 40.14 / Max: 45 Min: 35 / Avg: 39.97 / Max: 43 Min: 35 / Avg: 41.72 / Max: 46 Min: 45 / Avg: 51.63 / Max: 58 Min: 34 / Avg: 40.98 / Max: 46 Min: 42 / Avg: 53.36 / Max: 60 Min: 46 / Avg: 53.4 / Max: 60 Min: 40 / Avg: 42.95 / Max: 45 Min: 49 / Avg: 54.56 / Max: 58 Min: 65 / Avg: 68 / Max: 71 Min: 55 / Avg: 62.65 / Max: 68 Min: 36 / Avg: 43.18 / Max: 48 Min: 34 / Avg: 41.84 / Max: 47 Min: 37 / Avg: 43.88 / Max: 49 Min: 34 / Avg: 39.4 / Max: 43 Min: 44 / Avg: 51.47 / Max: 57 Min: 35 / Avg: 40.7 / Max: 44 Min: 38 / Avg: 43.54 / Max: 48 Min: 38 / Avg: 43.98 / Max: 49
cl-mem Benchmark: Write OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Write GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 110 220 330 440 550 SE +/- 0.03, N = 3 SE +/- 0.02, N = 5 SE +/- 0.03, N = 6 SE +/- 0.03, N = 6 SE +/- 0.09, N = 6 SE +/- 0.02, N = 4 SE +/- 0.04, N = 5 SE +/- 0.04, N = 5 SE +/- 0.36, N = 7 SE +/- 0.14, N = 6 SE +/- 0.12, N = 3 SE +/- 0.03, N = 3 SE +/- 0.15, N = 4 SE +/- 0.20, N = 5 SE +/- 0.14, N = 6 SE +/- 0.08, N = 6 SE +/- 0.46, N = 7 SE +/- 0.29, N = 8 SE +/- 0.29, N = 8 SE +/- 0.29, N = 8 SE +/- 0.51, N = 8 SE +/- 0.27, N = 8 SE +/- 0.21, N = 8 SE +/- 0.97, N = 9 91.2 148.1 199.5 198.2 225.6 104.4 145.8 157.3 240.7 223.9 84.9 77.7 136.3 159.1 245.9 237.6 258.7 341.3 328.5 322.9 338.1 352.9 449.5 491.7 1. (CC) gcc options: -O2 -flto -lOpenCL
cl-mem Benchmark: Write OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Write GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 1.053 2.106 3.159 4.212 5.265 2.76 2.83 2.94 2.74 3.27 3.62 3.63 4.22 1.60 1.56 1.84 1.93 2.27 2.05 3.93 4.40 4.55 3.88 4.17 4.52 4.52 4.68
cl-mem GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better cl-mem 2017-01-13 GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 30 60 90 120 150 Min: 24.31 / Avg: 53.67 / Max: 65.12 Min: 31.42 / Avg: 70.62 / Max: 89.23 Min: 35.2 / Avg: 76.67 / Max: 98.18 Min: 5.9 / Avg: 38.15 / Max: 50.33 Min: 6.61 / Avg: 44.61 / Max: 63.24 Min: 6.89 / Avg: 43.43 / Max: 62.17 Min: 11.14 / Avg: 66.31 / Max: 103.06 Min: 7.88 / Avg: 53.03 / Max: 81.55 Min: 20.99 / Avg: 52.99 / Max: 59.83 Min: 8.84 / Avg: 49.8 / Max: 58.53 Min: 55.46 / Avg: 74.13 / Max: 89.07 Min: 60.93 / Avg: 82.47 / Max: 100.64 Min: 18.49 / Avg: 108.54 / Max: 146.76 Min: 93.03 / Avg: 115.82 / Max: 151.93 Min: 9.72 / Avg: 65.87 / Max: 95.18 Min: 9.7 / Avg: 77.53 / Max: 126.24 Min: 9.11 / Avg: 72.24 / Max: 119.83 Min: 14.71 / Avg: 83.17 / Max: 130.62 Min: 15.4 / Avg: 81 / Max: 123.59 Min: 9.1 / Avg: 78.12 / Max: 121.36 Min: 6.92 / Avg: 99.36 / Max: 179.45 Min: 24.62 / Avg: 105.03 / Max: 180.29
cl-mem GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better cl-mem 2017-01-13 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 40 / Avg: 43.54 / Max: 45 Min: 43 / Avg: 46 / Max: 48 Min: 52 / Avg: 54.31 / Max: 56 Min: 40 / Avg: 42.17 / Max: 43 Min: 54 / Avg: 55.48 / Max: 57 Min: 38 / Avg: 44.77 / Max: 48 Min: 39 / Avg: 43.17 / Max: 46 Min: 41 / Avg: 45.95 / Max: 49 Min: 43 / Avg: 51.57 / Max: 57 Min: 39 / Avg: 44.42 / Max: 48 Min: 59 / Avg: 63 / Max: 65 Min: 53 / Avg: 61.65 / Max: 64 Min: 43 / Avg: 44.75 / Max: 46 Min: 57 / Avg: 58.76 / Max: 61 Min: 66 / Avg: 68.88 / Max: 71 Min: 66 / Avg: 69 / Max: 71 Min: 41 / Avg: 46.02 / Max: 49 Min: 39 / Avg: 44.81 / Max: 49 Min: 43 / Avg: 48.16 / Max: 52 Min: 37 / Avg: 41.82 / Max: 45 Min: 51 / Avg: 56.39 / Max: 60 Min: 38 / Avg: 42.8 / Max: 46 Min: 42 / Avg: 46.55 / Max: 50 Min: 42 / Avg: 47.1 / Max: 51
cl-mem Benchmark: Copy OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Copy GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 70 140 210 280 350 SE +/- 0.00, N = 3 SE +/- 0.02, N = 5 SE +/- 0.02, N = 6 SE +/- 0.03, N = 6 SE +/- 0.02, N = 6 SE +/- 0.00, N = 4 SE +/- 0.00, N = 5 SE +/- 0.17, N = 5 SE +/- 0.05, N = 7 SE +/- 0.06, N = 6 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 4 SE +/- 0.02, N = 5 SE +/- 0.07, N = 6 SE +/- 0.11, N = 6 SE +/- 0.06, N = 7 SE +/- 0.06, N = 8 SE +/- 0.09, N = 8 SE +/- 0.07, N = 8 SE +/- 0.06, N = 8 SE +/- 0.05, N = 8 SE +/- 0.10, N = 8 SE +/- 0.08, N = 9 87.9 138.5 183.3 184.1 207.4 99.2 143.8 145.9 240.2 211.1 78.5 72.8 125.9 145.0 217.8 214.4 239.4 288.0 284.4 292.1 290.0 301.7 324.0 322.7 1. (CC) gcc options: -O2 -flto -lOpenCL
cl-mem Benchmark: Copy OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Copy GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.8843 1.7686 2.6529 3.5372 4.4215 2.69 2.58 2.74 2.60 3.23 3.37 3.66 3.78 1.55 1.59 1.73 2.18 1.92 1.89 3.60 3.76 3.70 3.48 3.56 3.93 3.39 2.97
cl-mem GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better cl-mem 2017-01-13 GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 30 60 90 120 150 Min: 6.63 / Avg: 51.44 / Max: 65.21 Min: 31.52 / Avg: 71.15 / Max: 89.67 Min: 40.62 / Avg: 75.69 / Max: 96.37 Min: 6.04 / Avg: 38.17 / Max: 50.72 Min: 6.76 / Avg: 44.51 / Max: 63.05 Min: 6.88 / Avg: 43.23 / Max: 62.12 Min: 11.35 / Avg: 65.62 / Max: 103.9 Min: 8.15 / Avg: 55.88 / Max: 81.89 Min: 37.23 / Avg: 50.57 / Max: 59.93 Min: 8.84 / Avg: 45.86 / Max: 57.01 Min: 21.96 / Avg: 72.7 / Max: 89.36 Min: 16.07 / Avg: 66.51 / Max: 100.73 Min: 70.04 / Avg: 113.39 / Max: 145.08 Min: 18.19 / Avg: 113.58 / Max: 154.46 Min: 9.82 / Avg: 66.41 / Max: 95.02 Min: 9.53 / Avg: 76.61 / Max: 127.01 Min: 8.9 / Avg: 76.97 / Max: 119.89 Min: 14.69 / Avg: 83.86 / Max: 130.59 Min: 15.43 / Avg: 81.51 / Max: 124.13 Min: 9.12 / Avg: 76.7 / Max: 121.49 Min: 6.91 / Avg: 95.45 / Max: 179.38 Min: 24.83 / Avg: 108.7 / Max: 182.31
cl-mem GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better cl-mem 2017-01-13 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 38 / Avg: 44.19 / Max: 46 Min: 41 / Avg: 45.85 / Max: 48 Min: 54 / Avg: 55.55 / Max: 57 Min: 40 / Avg: 42.57 / Max: 44 Min: 55 / Avg: 56.15 / Max: 57 Min: 41 / Avg: 46.97 / Max: 50 Min: 41 / Avg: 44.91 / Max: 47 Min: 43 / Avg: 48.22 / Max: 51 Min: 43 / Avg: 51.52 / Max: 57 Min: 41 / Avg: 45.88 / Max: 49 Min: 61 / Avg: 63.74 / Max: 65 Min: 56 / Avg: 61.45 / Max: 64 Min: 43 / Avg: 44.94 / Max: 46 Min: 54 / Avg: 57.67 / Max: 60 Min: 69 / Avg: 70.14 / Max: 71 Min: 64 / Avg: 67.47 / Max: 70 Min: 42 / Avg: 47.19 / Max: 50 Min: 40 / Avg: 45.84 / Max: 49 Min: 45 / Avg: 49.78 / Max: 53 Min: 39 / Avg: 42.89 / Max: 46 Min: 53 / Avg: 57.84 / Max: 61 Min: 40 / Avg: 43.87 / Max: 47 Min: 44 / Avg: 47.91 / Max: 51 Min: 44 / Avg: 48.5 / Max: 52
MandelGPU OpenCL Device: GPU OpenBenchmarking.org Samples/sec, More Is Better MandelGPU 1.3pts1 OpenCL Device: GPU GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 100M 200M 300M 400M 500M SE +/- 67025.37, N = 4 SE +/- 339240.54, N = 6 SE +/- 327094.24, N = 7 SE +/- 459096.61, N = 7 SE +/- 528438.95, N = 8 SE +/- 92918.17, N = 6 SE +/- 421595.14, N = 7 SE +/- 481764.73, N = 7 SE +/- 173522.04, N = 7 SE +/- 340263.98, N = 7 SE +/- 40239.48, N = 3 SE +/- 68943.82, N = 4 SE +/- 113731.50, N = 5 SE +/- 4075144.18, N = 15 SE +/- 353641.55, N = 6 SE +/- 479054.57, N = 6 SE +/- 1119740.36, N = 8 SE +/- 1074135.38, N = 8 SE +/- 2064512.42, N = 8 SE +/- 1663935.40, N = 9 SE +/- 1245853.73, N = 9 SE +/- 2703218.20, N = 9 SE +/- 2765042.11, N = 10 SE +/- 2829613.77, N = 10 75842143.4 130290433.8 184077179.7 194875210.8 231826397.8 132266243.9 186025762.6 193795979.5 200846066.4 210891296.2 61530230.3 79940246.7 113624502.0 121139566.8 148357386.1 162891036.9 252924048.7 281931310.0 284631717.4 323061985.4 345359936.4 374422420.6 448915216.6 480798376.6 1. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL
MandelGPU OpenCL Device: GPU OpenBenchmarking.org Samples/sec Per Watt, More Is Better MandelGPU 1.3pts1 OpenCL Device: GPU GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 900K 1800K 2700K 3600K 4500K 1865313.24 2106550.52 2450550.94 2875574.33 3406236.85 3615143.30 2835520.58 3300105.69 924408.18 1034468.82 1114599.86 1068896.98 1086192.87 1116370.98 2986480.82 3246088.29 3369143.18 3463394.61 3430972.39 3966294.18 4199725.88 3918310.99
MandelGPU GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better MandelGPU 1.3pts1 GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 50 100 150 200 250 Min: 24.32 / Avg: 69.85 / Max: 93.11 Min: 31.33 / Avg: 87.38 / Max: 126.34 Min: 34.87 / Avg: 94.6 / Max: 150.78 Min: 6.41 / Avg: 46 / Max: 66.5 Min: 6.73 / Avg: 54.61 / Max: 88.86 Min: 6.95 / Avg: 53.61 / Max: 90.51 Min: 11.37 / Avg: 70.83 / Max: 115.9 Min: 8 / Avg: 63.9 / Max: 110.08 Min: 11.05 / Avg: 66.56 / Max: 76.65 Min: 26.15 / Avg: 77.28 / Max: 93.78 Min: 44.65 / Avg: 101.94 / Max: 127.84 Min: 45.04 / Avg: 113.33 / Max: 146.62 Min: 69.66 / Avg: 136.58 / Max: 171.65 Min: 74.1 / Avg: 145.91 / Max: 187.65 Min: 9.83 / Avg: 84.69 / Max: 152.83 Min: 9.7 / Avg: 86.85 / Max: 166.27 Min: 9.77 / Avg: 84.48 / Max: 163.29 Min: 14.94 / Avg: 93.28 / Max: 182.87 Min: 15.84 / Avg: 100.66 / Max: 206.01 Min: 9.1 / Avg: 94.4 / Max: 206.38 Min: 6.9 / Avg: 106.89 / Max: 262.87 Min: 25.07 / Avg: 122.71 / Max: 281.34
MandelGPU GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better MandelGPU 1.3pts1 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 15 30 45 60 75 Min: 42 / Avg: 53.82 / Max: 59 Min: 45 / Avg: 50.48 / Max: 55 Min: 52 / Avg: 59.08 / Max: 64 Min: 41 / Avg: 44.84 / Max: 47 Min: 53 / Avg: 59.89 / Max: 65 Min: 42 / Avg: 52.92 / Max: 59 Min: 43 / Avg: 48.53 / Max: 53 Min: 45 / Avg: 52.95 / Max: 59 Min: 43 / Avg: 53.48 / Max: 61 Min: 41 / Avg: 49.47 / Max: 56 Min: 54 / Avg: 68.11 / Max: 75 Min: 58 / Avg: 67.52 / Max: 73 Min: 43 / Avg: 52.79 / Max: 58 Min: 58 / Avg: 67.57 / Max: 72 Min: 68 / Avg: 73.57 / Max: 77 Min: 67 / Avg: 73.02 / Max: 77 Min: 43 / Avg: 51.32 / Max: 59 Min: 41 / Avg: 48.95 / Max: 56 Min: 46 / Avg: 52.72 / Max: 59 Min: 39 / Avg: 45.27 / Max: 51 Min: 54 / Avg: 61.07 / Max: 67 Min: 41 / Avg: 46.02 / Max: 52 Min: 45 / Avg: 49.86 / Max: 56 Min: 45 / Avg: 50.53 / Max: 57
ViennaCL OpenCL LU Factorization OpenBenchmarking.org GFLOPS, More Is Better ViennaCL 1.4.2 OpenCL LU Factorization GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 20 40 60 80 100 SE +/- 0.14, N = 10 SE +/- 0.32, N = 11 SE +/- 0.23, N = 11 SE +/- 0.38, N = 11 SE +/- 0.21, N = 11 SE +/- 0.21, N = 11 SE +/- 0.27, N = 11 SE +/- 0.25, N = 11 SE +/- 0.37, N = 11 SE +/- 0.37, N = 11 SE +/- 0.19, N = 10 SE +/- 0.19, N = 10 SE +/- 0.20, N = 10 SE +/- 0.29, N = 11 SE +/- 0.25, N = 11 SE +/- 0.23, N = 11 SE +/- 0.29, N = 11 SE +/- 0.24, N = 11 SE +/- 0.47, N = 11 SE +/- 0.44, N = 11 SE +/- 0.38, N = 11 SE +/- 0.41, N = 11 SE +/- 0.39, N = 11 SE +/- 0.57, N = 11 51.34 61.65 66.21 69.18 70.69 62.96 67.93 67.82 68.15 70.03 47.29 52.92 60.20 61.94 64.54 65.95 73.31 72.50 72.57 74.45 74.73 76.10 75.79 76.64 1. (CXX) g++ options: -rdynamic -lOpenCL
ViennaCL OpenCL LU Factorization OpenBenchmarking.org GFLOPS Per Watt, More Is Better ViennaCL 1.4.2 OpenCL LU Factorization GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.7853 1.5706 2.3559 3.1412 3.9265 1.51 1.30 1.26 3.42 3.30 3.49 2.26 3.07 1.16 1.22 1.00 0.92 0.70 0.68 2.34 2.03 2.23 1.86 1.75 1.84 1.77 1.67
ViennaCL GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better ViennaCL 1.4.2 GPU Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 30 60 90 120 150 Min: 34.44 / Avg: 40.91 / Max: 71.78 Min: 33.63 / Avg: 50.93 / Max: 96.7 Min: 49.31 / Avg: 56.2 / Max: 116.21 Min: 6.17 / Avg: 18.42 / Max: 43.15 Min: 6.75 / Avg: 20.56 / Max: 54.86 Min: 6.95 / Avg: 19.41 / Max: 47.72 Min: 11.19 / Avg: 30.09 / Max: 64.31 Min: 7.7 / Avg: 22.8 / Max: 65.67 Min: 10.66 / Avg: 40.86 / Max: 68.5 Min: 25.48 / Avg: 43.2 / Max: 76.71 Min: 44.07 / Avg: 60.29 / Max: 104.72 Min: 47.43 / Avg: 67.32 / Max: 106.39 Min: 85.04 / Avg: 91.74 / Max: 145.18 Min: 73.9 / Avg: 97.64 / Max: 151.33 Min: 9.73 / Avg: 31.35 / Max: 62.34 Min: 9.76 / Avg: 35.74 / Max: 73.4 Min: 9.7 / Avg: 32.61 / Max: 65.34 Min: 14.92 / Avg: 39.95 / Max: 82.68 Min: 15.57 / Avg: 42.71 / Max: 87.19 Min: 9.43 / Avg: 41.34 / Max: 73.77 Min: 6.57 / Avg: 42.9 / Max: 86.91 Min: 24.9 / Avg: 46.01 / Max: 85.54
ViennaCL GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better ViennaCL 1.4.2 GPU Temperature Monitor GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 14 28 42 56 70 Min: 43 / Avg: 44.65 / Max: 48 Min: 45 / Avg: 46.77 / Max: 50 Min: 53 / Avg: 54.95 / Max: 58 Min: 40 / Avg: 41.46 / Max: 43 Min: 53 / Avg: 56.03 / Max: 59 Min: 40 / Avg: 43.69 / Max: 48 Min: 42 / Avg: 44.24 / Max: 47 Min: 43 / Avg: 45.83 / Max: 49 Min: 42 / Avg: 46.49 / Max: 52 Min: 38 / Avg: 40.59 / Max: 44 Min: 47 / Avg: 55.76 / Max: 64 Min: 51 / Avg: 55.56 / Max: 60 Min: 43 / Avg: 44.68 / Max: 49 Min: 57 / Avg: 60.97 / Max: 66 Min: 65 / Avg: 67.47 / Max: 71 Min: 64 / Avg: 65.44 / Max: 68 Min: 42 / Avg: 44.47 / Max: 48 Min: 39 / Avg: 42.07 / Max: 45 Min: 43 / Avg: 45.98 / Max: 50 Min: 38 / Avg: 40.21 / Max: 43 Min: 50 / Avg: 53.9 / Max: 58 Min: 40 / Avg: 42.05 / Max: 44 Min: 43 / Avg: 45.38 / Max: 48 Min: 43 / Avg: 45.46 / Max: 49
GPU Power Consumption Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Watts GPU Power Consumption Monitor Phoronix Test Suite System Monitoring GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 60 120 180 240 300 Min: 6.24 / Avg: 64.43 / Max: 128.04 Min: 6.84 / Avg: 82.21 / Max: 159.92 Min: 6.47 / Avg: 92.36 / Max: 196.24 Min: 5.55 / Avg: 37.62 / Max: 70.94 Min: 6.47 / Avg: 47.87 / Max: 99.24 Min: 6.72 / Avg: 45.57 / Max: 122.32 Min: 10.68 / Avg: 67.65 / Max: 128.36 Min: 7.22 / Avg: 59.54 / Max: 132.74 Min: 8.46 / Avg: 57.65 / Max: 109.21 Min: 8.45 / Avg: 64.56 / Max: 143.77 Min: 15.21 / Avg: 95.21 / Max: 176.52 Min: 15.1 / Avg: 102.77 / Max: 192.38 Min: 15.33 / Avg: 131.28 / Max: 252.57 Min: 16.01 / Avg: 139.4 / Max: 257.78 Min: 9.59 / Avg: 74.07 / Max: 165.3 Min: 9.27 / Avg: 88.74 / Max: 180.97 Min: 7.57 / Avg: 85.38 / Max: 180.92 Min: 14.36 / Avg: 96.17 / Max: 217.58 Min: 13.71 / Avg: 103.45 / Max: 219.93 Min: 8.85 / Avg: 91.93 / Max: 248.16 Min: 5.74 / Avg: 124.11 / Max: 273.84 Min: 24.02 / Avg: 126.58 / Max: 312.98
GPU Temperature Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Celsius GPU Temperature Monitor Phoronix Test Suite System Monitoring GTX 1050 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti GTX 950 GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX TITAN X RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 16 32 48 64 80 Min: 28 / Avg: 52.14 / Max: 68 Min: 32 / Avg: 52.77 / Max: 69 Min: 29 / Avg: 59.81 / Max: 78 Min: 32 / Avg: 45.46 / Max: 58 Min: 28 / Avg: 61.17 / Max: 83 Min: 27 / Avg: 49.62 / Max: 67 Min: 30 / Avg: 50.85 / Max: 66 Min: 30 / Avg: 51.27 / Max: 76 Min: 33 / Avg: 55.48 / Max: 68 Min: 29 / Avg: 48.98 / Max: 66 Min: 29 / Avg: 62.51 / Max: 82 Min: 27 / Avg: 61.47 / Max: 74 Min: 33 / Avg: 52.58 / Max: 74 Min: 31 / Avg: 65.22 / Max: 80 Min: 30 / Avg: 70.66 / Max: 85 Min: 32 / Avg: 70.56 / Max: 85 Min: 29 / Avg: 51.56 / Max: 73 Min: 33 / Avg: 53.72 / Max: 74 Min: 29 / Avg: 54.87 / Max: 76 Min: 29 / Avg: 50.76 / Max: 71 Min: 28 / Avg: 62.06 / Max: 83 Min: 28 / Avg: 49.61 / Max: 73 Min: 29 / Avg: 56.11 / Max: 78 Min: 35 / Avg: 55.61 / Max: 78
Phoronix Test Suite v10.8.4