NVIDIA GeForce RTX 3080 Linux Benchmarks Some benchmarks by Michael Larabel for a future article of the NVIDIA GeForce RTX 3080 graphics card on Ubuntu Linux. These are the RTX 3080 OpenCL / Vulkan / CUDA compute benchmarks.
HTML result view exported from: https://openbenchmarking.org/result/2010061-PTS-GPUCOMPU18 .
NVIDIA GeForce RTX 3080 Linux Benchmarks Processor Motherboard Chipset Memory Disk Graphics Monitor Network Audio OS Kernel Desktop Display Server Display Driver OpenGL OpenCL Vulkan Compiler File-System Screen Resolution GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads) ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS) AMD Starship/Matisse 16GB 2000GB Corsair Force MP600 NVIDIA GeForce GTX 980 4GB (1126/3505MHz) 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 NVIDIA GeForce GTX 980 Ti 6GB (999/3505MHz) NVIDIA GeForce GTX TITAN X 12GB (1001/3505MHz) 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) 2000GB Corsair Force MP600 + 2000GB NVIDIA GeForce RTX 3080 10GB (1710/9501MHz) NVIDIA Device 1aef 5.4.0-48-generic (x86_64) NVIDIA 455.23.05 OpenCL 1.2 CUDA 11.1.70 1.2.142 GCC 9.3.0 + CUDA 11.1 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 980: GPU Compute Cores: 2048 - GTX 980 Ti: GPU Compute Cores: 2816 - GTX TITAN X: GPU Compute Cores: 3072 - 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 - RTX 3080: GPU Compute Cores: 8704 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 GeForce RTX 3080 Linux 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 luxcorerender-cl: LuxCore Benchmark luxcorerender-cl: DLSC luxcorerender-cl: Rainbow Colors and Prism luxcorerender-cl: Food arrayfire: Conjugate Gradient OpenCL clpeak: Global Memory Bandwidth clpeak: Single-Precision Float clpeak: Double-Precision Double clpeak: Integer Compute INT 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 redshift: geekbench: GPU OpenCL geekbench: GPU Vulkan geekbench: GPU NVIDIA CUDA vkfft: caffe: AlexNet - NVIDIA CUDA - 1000 caffe: GoogleNet - NVIDIA CUDA - 1000 ncnn: Vulkan GPU - vgg16 ncnn: Vulkan GPU - alexnet ncnn: Vulkan GPU - yolov4-tiny realsr-ncnn: 4x - Yes realsr-ncnn: 4x - No GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 102.3668 3.271 0.33566 4683.96 159.33 1389.90 1.63 1.93 5.11 0.78 4.904 165.29 4472.77 159.72 1306.51 12.101 1053.49 80.47 810.50 82.21 228.46 6265 165.3 159.1 145.0 1002 115.7753 3.857 0.29138 5844.90 197.44 1711.03 2.00 2.36 6.59 0.92 3.622 264.74 5512.89 197.23 1612.52 9.596 1290.48 89.28 1029.36 99.84 267.88 8283 266.0 245.9 217.8 766 123.1897 4.081 0.27103 6463.10 221.88 1911.01 2.09 2.50 6.47 0.98 3.917 246.43 6121.76 219.42 1757.81 9.323 1369.20 93.03 1106.29 105.39 294.10 9066 243.5 237.6 214.4 102.2683 3.181 0.30957 4355.28 150.48 1354.14 4167.41 1.53 1.78 5.41 0.65 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 1054 37380 38241 34159 12916 20.20 5.40 10.52 143.949 20.543 139.4974 4.052 0.24022 6476.92 224.82 2019.08 6174.80 2.12 2.46 6.62 0.92 4.077 197.20 6093.02 223.60 1695.79 8.968 1392.46 103.79 1052.64 108.46 314.83 9750 206.2 199.5 183.3 755 48445 51683 45398 14.98 3.84 9.15 102.787 15.374 137.1393 4.259 0.22300 7018.90 241.99 2157.31 6647.94 2.24 2.55 5.38 0.98 3.814 198.18 6788.40 242.70 2076.45 7.298 1485.78 99.64 1070.90 108.23 331.84 9947 206.2 198.2 184.1 731 151.5679 4.634 0.22426 8520.97 296.66 2655.58 8182.72 2.13 2.45 4.23 0.99 3.387 223.14 8218.62 298.46 2430.55 6.981 1665.72 99.82 1154.13 112.28 398.82 12662 229.6 225.6 207.4 741 56051 66570 51563 20887 15.04 3.78 8.84 116.452 17.214 75.8135 3.253 0.34503 3441.36 91.77 3466.72 3474.17 1.51 1.73 3.93 0.67 6.808 105.31 2673.64 109.20 2641.38 24.145285 814.50 65.59 573.67 59.37 201.27 3101 108.7 104.4 99.2 1400 39538 36914 40144 9495 34685.0 79748.8 24.15 3.74 11.95 215.518 29.372 82.0521 4.122 0.26211 4943.06 132.75 4975.18 4993.92 1.36 1.61 2.73 0.81 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 1215 57687 53171 58530 13073 26241.1 60241.2 21.55 2.95 10.67 186.179 25.658 125.6158 4.412 0.24290 5259.29 141.25 5303.51 5313.33 2.20 2.56 5.58 0.99 4.541 158.15 4543.64 168.56 4338.67 15.259 1199.66 97.94 858.90 87.25 289.42 5895 163.9 157.3 145.9 896 59201 53827 60662 13765 23202.2 58658.4 16.98 3.05 9.92 138.721 19.893 135.6073 4.629 0.23177 5462.59 144.30 5432.40 5440.74 2.26 2.63 5.61 1.09 2.642 276.35 4440.23 172.49 4280.55 15.271 1380.68 111.39 1080.11 100.51 298.77 7366 296.6 240.7 240.2 756 18733 18988.4 51531.0 15.4 2.75 9.41 120.148 17.538 138.5578 4.789 0.22800 5821.19 155.78 5803.63 5888.78 2.11 2.51 5.01 1.07 3.068 234.91 4778.23 184.34 4734.36 14.385 1427.43 108.06 1038.86 98.99 313.08 7733 251.2 223.9 211.1 787 67976 61834 69068 18213 19731.6 50755.7 15.33 2.74 9.45 117.674 17.150 178.4712 5.416 0.20635 7222.28 194.80 7275.33 7339.39 2.79 3.34 7.97 1.17 2.659 276.94 5417.55 232.17 5356.84 12.555 1719.71 125.33 1285.58 125.23 390.07 10290 297.4 258.7 239.4 468 81314 74474 84185 21217 14962.3 40090.1 11.08 2.43 8.74 86.372 13.400 200.7664 5.789 0.20057 8159.15 222.15 8218.02 8264.66 3.54 4.20 11.32 1.33 2.083 368.94 7034.77 261.89 6930.21 10.498 2012.37 154.81 1585.76 146.90 438.26 12335 396.8 341.3 288.0 377 27018 12606.4 35693.3 10.31 2.22 8.54 76.373 12.129 199.8719 5.865 0.20362 8357.96 226.65 8362.86 8435.23 3.49 4.17 10.98 1.30 2.097 369.30 7265.91 267.79 7133.77 10.254 1996.60 153.03 1575.65 147.87 444.84 12311 396.9 328.5 284.4 376 91992 83900 98837 27044 12436.7 35643.3 9.64 2.24 8.42 75.437 12.007 221.7284 6.249 0.19625 9630.83 259.11 9696.38 9754.99 3.69 4.44 10.21 1.90 2.071 369.62 8540.73 308.86 8484.41 8.263 2287.03 154.74 1712.75 149.69 500.26 14730 396.8 322.9 292.1 349 105052 94062 110656 28070 11802.6 32852.9 8.47 2.06 8.30 63.863 10.615 235.5341 6.536 0.19265 10812.52 290.13 10930.56 10845.36 3.55 4.32 9.24 1.87 2.075 369.23 9161.18 345.11 9141.23 7.657 2322.39 154.35 1726.60 151.99 544.54 15442 396.5 338.1 290.0 341 111738 98365 119049 28987 11920.6 33111.2 8.05 1.98 8.22 60.360 10.061 248.0118 6.572 0.19329 11758.65 315.03 11752.11 11685.95 3.62 4.38 9.14 1.93 1.900 405.92 10264.38 376.32 10266.72 6.811 2432.73 158.82 1815.92 159.79 588.04 17501 437.6 352.9 301.7 324 121865 107002 129755 31364 10587.4 31775.1 7.63 1.93 8.12 54.840 9.463 290.7249 7.136 0.19082 16061.09 436.81 16323.94 14734.03 4.75 5.67 12.33 2.23 1.677 506.90 13536.25 522.22 13629.37 6.020 2751.85 187.73 2406.16 212.11 753.75 21839 545.7 449.5 324.0 247 151183 131964 163086 37847 9190.08 28295.0 5.60 1.61 7.77 44.986 8.260 292.1593 7.117 0.19195 15032.47 454.37 16979.99 15103.61 4.99 5.98 12.73 2.23 1.666 530.79 14178.85 548.26 13783.93 5.701 2856.83 198.37 2544.67 227.30 775.69 22424 567.7 491.7 322.7 235 158281 134998 171133 40210 8899.74 28086.0 316.9537 7.748 0.18245 30624.58 450.47 16843.97 28823.89 7.89 9.92 22.23 4.05 1.566 661.83 29515.51 543.73 15397.61 4.836 3546.80 240.44 3041.40 259.01 1013.50 28982 672.9 642.5 355.3 165 198050 157832 215842 51625 7715.49 24355.2 4.32 1.55 7.42 34.704 6.879 OpenBenchmarking.org
FAHBench OpenBenchmarking.org Ns Per Day, More Is Better FAHBench 2.3.2 GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 70 140 210 280 350 SE +/- 0.15, N = 3 SE +/- 0.33, N = 3 SE +/- 0.31, N = 3 SE +/- 0.16, N = 3 SE +/- 0.46, N = 3 SE +/- 0.06, N = 3 SE +/- 0.41, N = 3 SE +/- 0.05, N = 3 SE +/- 0.21, N = 3 SE +/- 0.10, N = 3 SE +/- 0.17, N = 3 SE +/- 0.42, N = 3 SE +/- 0.54, N = 3 SE +/- 0.32, N = 3 SE +/- 0.34, N = 3 SE +/- 1.06, N = 3 SE +/- 0.92, N = 3 SE +/- 0.82, N = 3 SE +/- 1.17, N = 3 SE +/- 0.85, N = 3 SE +/- 0.14, N = 3 102.37 115.78 123.19 102.27 139.50 137.14 151.57 75.81 82.05 125.62 135.61 138.56 178.47 200.77 199.87 221.73 235.53 248.01 290.72 292.16 316.95
FAHBench OpenBenchmarking.org Ns Per Day Per Watt, More Is Better FAHBench 2.3.2 GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 0.5153 1.0306 1.5459 2.0612 2.5765 1.00 0.93 0.92 1.61 1.65 1.65 1.73 1.68 2.29 1.77 2.06 1.92 1.92 1.99 2.00 1.96 2.10 2.00 1.92 1.77
FAHBench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better FAHBench 2.3.2 GPU Power Consumption Monitor GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 50 100 150 200 250 Min: 15.1 / Avg: 102.08 / Max: 145.34 Min: 15.41 / Avg: 124.61 / Max: 168.18 Min: 16.09 / Avg: 133.6 / Max: 180.4 Min: 23.06 / Avg: 63.62 / Max: 94.9 Min: 6.84 / Avg: 84.35 / Max: 125.45 Min: 6.47 / Avg: 91.91 / Max: 137.12 Min: 5.55 / Avg: 43.89 / Max: 63.5 Min: 6.47 / Avg: 48.89 / Max: 70.46 Min: 6.73 / Avg: 54.9 / Max: 81.76 Min: 10.68 / Avg: 76.69 / Max: 110.71 Min: 7.47 / Avg: 67.34 / Max: 101.63 Min: 9.84 / Avg: 92.83 / Max: 138.11 Min: 9.68 / Avg: 104.47 / Max: 155.47 Min: 7.57 / Avg: 100.34 / Max: 150.44 Min: 14.63 / Avg: 110.75 / Max: 161.15 Min: 14.07 / Avg: 120.06 / Max: 181.91 Min: 8.85 / Avg: 118.25 / Max: 174.08 Min: 5.74 / Avg: 145.49 / Max: 222.84 Min: 24.02 / Avg: 152.31 / Max: 226.66 Min: 8.61 / Avg: 178.65 / Max: 252.84
FAHBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better FAHBench 2.3.2 GPU Temperature Monitor GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 15 30 45 60 75 Min: 31 / Avg: 55.85 / Max: 71 Min: 30 / Avg: 60.68 / Max: 76 Min: 32 / Avg: 62.3 / Max: 78 Min: 33 / Avg: 48.12 / Max: 59 Min: 29 / Avg: 51.59 / Max: 66 Min: 32 / Avg: 43.03 / Max: 48 Min: 28 / Avg: 52.65 / Max: 67 Min: 27 / Avg: 46.77 / Max: 59 Min: 30 / Avg: 44 / Max: 55 Min: 30 / Avg: 50.01 / Max: 64 Min: 33 / Avg: 53.73 / Max: 64 Min: 29 / Avg: 47.21 / Max: 59 Min: 29 / Avg: 49.12 / Max: 63 Min: 33 / Avg: 51.66 / Max: 65 Min: 29 / Avg: 51.93 / Max: 66 Min: 29 / Avg: 46.68 / Max: 58 Min: 28 / Avg: 55.99 / Max: 74 Min: 28 / Avg: 46.55 / Max: 58 Min: 29 / Avg: 49.77 / Max: 65 Min: 35 / Avg: 53.68 / Max: 68 Min: 34 / Avg: 54.32 / Max: 66
GROMACS Water Benchmark OpenBenchmarking.org Ns Per Day, More Is Better GROMACS 2020.3 Water Benchmark GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 2 4 6 8 10 SE +/- 0.003, N = 3 SE +/- 0.003, N = 3 SE +/- 0.005, N = 3 SE +/- 0.003, N = 3 SE +/- 0.003, N = 3 SE +/- 0.002, N = 3 SE +/- 0.004, N = 3 SE +/- 0.005, N = 3 SE +/- 0.004, N = 3 SE +/- 0.010, N = 3 SE +/- 0.007, N = 3 SE +/- 0.006, N = 3 SE +/- 0.008, N = 3 SE +/- 0.016, N = 3 SE +/- 0.013, N = 3 SE +/- 0.008, N = 3 SE +/- 0.015, N = 3 SE +/- 0.041, N = 3 SE +/- 0.020, N = 2 SE +/- 0.005, N = 3 SE +/- 0.013, N = 3 3.271 3.857 4.081 3.181 4.052 4.259 4.634 3.253 4.122 4.412 4.629 4.789 5.416 5.789 5.865 6.249 6.536 6.572 7.136 7.117 7.748 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 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 0.0135 0.027 0.0405 0.054 0.0675 0.02 0.02 0.02 0.03 0.03 0.03 0.06 0.05 0.05 0.05 0.05 0.04 0.04 0.04 0.04 0.04 0.04 0.04 0.04 0.04
GROMACS GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better GROMACS 2020.3 GPU Power Consumption Monitor GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 50 100 150 200 250 Min: 16.25 / Avg: 145.8 / Max: 167.92 Min: 16.97 / Avg: 173.38 / Max: 199.81 Min: 24.35 / Avg: 189.02 / Max: 214.3 Min: 6.82 / Avg: 101.45 / Max: 119.47 Min: 9.17 / Avg: 127.84 / Max: 159.92 Min: 8.59 / Avg: 143.08 / Max: 188.71 Min: 6.42 / Avg: 57.74 / Max: 68.77 Min: 6.84 / Avg: 76.01 / Max: 98.51 Min: 6.93 / Avg: 82.53 / Max: 101.38 Min: 12.53 / Avg: 98.59 / Max: 118.2 Min: 7.99 / Avg: 94.33 / Max: 123.94 Min: 10.43 / Avg: 123.5 / Max: 148.47 Min: 10.06 / Avg: 133.83 / Max: 160.45 Min: 9.62 / Avg: 134.37 / Max: 160.44 Min: 15.27 / Avg: 147.27 / Max: 182.67 Min: 16.56 / Avg: 163.47 / Max: 188.76 Min: 9.33 / Avg: 148.08 / Max: 198.32 Min: 8.18 / Avg: 177.36 / Max: 245.82 Min: 28.41 / Avg: 183.67 / Max: 253.4 Min: 29.85 / Avg: 207.33 / Max: 269.77
GROMACS GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better GROMACS 2020.3 GPU Temperature Monitor GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 16 32 48 64 80 Min: 58 / Avg: 77.51 / Max: 80 Min: 65 / Avg: 79.63 / Max: 82 Min: 66 / Avg: 80.35 / Max: 84 Min: 47 / Avg: 62.97 / Max: 66 Min: 55 / Avg: 69.53 / Max: 73 Min: 41 / Avg: 49.96 / Max: 52 Min: 56 / Avg: 71.05 / Max: 75 Min: 46 / Avg: 61.73 / Max: 65 Min: 48 / Avg: 61.34 / Max: 65 Min: 51 / Avg: 68.65 / Max: 73 Min: 44 / Avg: 62.14 / Max: 66 Min: 44 / Avg: 58.92 / Max: 62 Min: 48 / Avg: 63.82 / Max: 68 Min: 49 / Avg: 65.18 / Max: 70 Min: 53 / Avg: 66.74 / Max: 71 Min: 47 / Avg: 60.62 / Max: 66 Min: 59 / Avg: 73.09 / Max: 78 Min: 47 / Avg: 59.66 / Max: 65 Min: 53 / Avg: 65.1 / Max: 70 Min: 56 / Avg: 66.11 / Max: 70 Min: 55 / Avg: 63.5 / Max: 66
NAMD CUDA ATPase Simulation - 327,506 Atoms OpenBenchmarking.org days/ns, Fewer Is Better NAMD CUDA 2.14 ATPase Simulation - 327,506 Atoms GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 0.0776 0.1552 0.2328 0.3104 0.388 SE +/- 0.00291, N = 3 SE +/- 0.00163, N = 4 SE +/- 0.00182, N = 4 SE +/- 0.00077, N = 3 SE +/- 0.00276, N = 4 SE +/- 0.00101, N = 4 SE +/- 0.00174, N = 4 SE +/- 0.00088, N = 3 SE +/- 0.00061, N = 4 SE +/- 0.00142, N = 4 SE +/- 0.00026, N = 4 SE +/- 0.00217, N = 4 SE +/- 0.00144, N = 4 SE +/- 0.00060, N = 4 SE +/- 0.00191, N = 4 SE +/- 0.00025, N = 4 SE +/- 0.00054, N = 4 SE +/- 0.00097, N = 4 SE +/- 0.00046, N = 4 SE +/- 0.00134, N = 4 SE +/- 0.00062, N = 4 0.33566 0.29138 0.27103 0.30957 0.24022 0.22300 0.22426 0.34503 0.26211 0.24290 0.23177 0.22800 0.20635 0.20057 0.20362 0.19625 0.19265 0.19329 0.19082 0.19195 0.18245
NAMD CUDA GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better NAMD CUDA 2.14 GPU Power Consumption Monitor GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 40 80 120 160 200 Min: 17.13 / Avg: 121.41 / Max: 171.52 Min: 17.25 / Avg: 143.08 / Max: 203.29 Min: 19.16 / Avg: 151.47 / Max: 222.61 Min: 7.4 / Avg: 73.35 / Max: 125.38 Min: 10.29 / Avg: 80.72 / Max: 150.08 Min: 9.42 / Avg: 102 / Max: 184.77 Min: 6.85 / Avg: 46.24 / Max: 69.66 Min: 6.94 / Avg: 57.84 / Max: 97.32 Min: 7.08 / Avg: 63.25 / Max: 115.6 Min: 12.4 / Avg: 73.53 / Max: 126.72 Min: 8.48 / Avg: 67.95 / Max: 126.69 Min: 10.48 / Avg: 84.98 / Max: 158.78 Min: 10.25 / Avg: 91.2 / Max: 168.72 Min: 10.46 / Avg: 87.35 / Max: 167.51 Min: 15.34 / Avg: 97.27 / Max: 184.97 Min: 18.23 / Avg: 99.19 / Max: 191.74 Min: 9.73 / Avg: 101.46 / Max: 189.94 Min: 9.24 / Avg: 115.59 / Max: 221.44 Min: 30.29 / Avg: 117.9 / Max: 215.49 Min: 23.44 / Avg: 113.97 / Max: 191.26
NAMD CUDA GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better NAMD CUDA 2.14 GPU Temperature Monitor GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 15 30 45 60 75 Min: 65 / Avg: 71.49 / Max: 76 Min: 68 / Avg: 73.03 / Max: 77 Min: 66 / Avg: 73.62 / Max: 79 Min: 53 / Avg: 59 / Max: 63 Min: 61 / Avg: 64.18 / Max: 67 Min: 44 / Avg: 46.95 / Max: 49 Min: 63 / Avg: 66.02 / Max: 69 Min: 50 / Avg: 56.55 / Max: 61 Min: 55 / Avg: 58.38 / Max: 62 Min: 57 / Avg: 61.97 / Max: 68 Min: 45 / Avg: 54.14 / Max: 62 Min: 47 / Avg: 52.33 / Max: 58 Min: 53 / Avg: 57.94 / Max: 63 Min: 55 / Avg: 58.94 / Max: 64 Min: 55 / Avg: 59.24 / Max: 63 Min: 53 / Avg: 57.12 / Max: 61 Min: 61 / Avg: 64.65 / Max: 68 Min: 53 / Avg: 56.33 / Max: 60 Min: 56 / Avg: 59.33 / Max: 63 Min: 57 / Avg: 60.56 / Max: 64 Min: 54 / Avg: 57.14 / Max: 60
Mixbench Backend: OpenCL - Benchmark: Single Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Single Precision GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 7K 14K 21K 28K 35K SE +/- 23.81, N = 15 SE +/- 4.87, N = 13 SE +/- 9.14, N = 14 SE +/- 2.22, N = 13 SE +/- 12.17, N = 15 SE +/- 2.95, N = 12 SE +/- 11.17, N = 14 SE +/- 0.54, N = 12 SE +/- 1.39, N = 13 SE +/- 5.87, N = 13 SE +/- 8.38, N = 13 SE +/- 6.62, N = 13 SE +/- 6.45, N = 13 SE +/- 2.35, N = 13 SE +/- 10.00, N = 13 SE +/- 4.39, N = 14 SE +/- 14.62, N = 14 SE +/- 8.02, N = 14 SE +/- 66.33, N = 15 SE +/- 619.26, N = 15 SE +/- 587.89, N = 15 4683.96 5844.90 6463.10 4355.28 6476.92 7018.90 8520.97 3441.36 4943.06 5259.29 5462.59 5821.19 7222.28 8159.15 8357.96 9630.83 10812.52 11758.65 16061.09 15032.47 30624.58 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 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 90 180 270 360 450 68.50 65.01 67.69 114.75 127.27 157.14 183.99 242.21 278.71 170.02 240.48 204.71 220.49 255.37 233.45 242.46 291.16 324.58 255.06 404.86
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 30 60 90 120 150 Min: 45.62 / Avg: 68.38 / Max: 104.08 Min: 69.32 / Avg: 89.9 / Max: 133.71 Min: 74.21 / Avg: 95.48 / Max: 139.88 Min: 24.49 / Avg: 37.95 / Max: 67.08 Min: 32.53 / Avg: 50.89 / Max: 90.12 Min: 35.98 / Avg: 54.22 / Max: 98.21 Min: 6.41 / Avg: 18.7 / Max: 35.54 Min: 6.86 / Avg: 20.41 / Max: 45.12 Min: 6.95 / Avg: 18.87 / Max: 44.22 Min: 11.48 / Avg: 32.13 / Max: 59.86 Min: 7.91 / Avg: 24.21 / Max: 52.81 Min: 10.25 / Avg: 35.28 / Max: 75.77 Min: 9.62 / Avg: 37 / Max: 84.5 Min: 9.59 / Avg: 32.73 / Max: 81.03 Min: 15.06 / Avg: 41.26 / Max: 96.5 Min: 15.62 / Avg: 44.6 / Max: 100.75 Min: 9.42 / Avg: 40.39 / Max: 96.54 Min: 7.67 / Avg: 49.48 / Max: 107.57 Min: 26.16 / Avg: 58.94 / Max: 110.18 Min: 28.3 / Avg: 75.64 / Max: 124.15
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 14 28 42 56 70 Min: 59 / Avg: 63.85 / Max: 69 Min: 63 / Avg: 66.23 / Max: 70 Min: 64 / Avg: 67.35 / Max: 72 Min: 46 / Avg: 50.59 / Max: 55 Min: 53 / Avg: 56.46 / Max: 60 Min: 40 / Avg: 41.95 / Max: 44 Min: 55 / Avg: 58.05 / Max: 63 Min: 42 / Avg: 45.81 / Max: 51 Min: 48 / Avg: 50.81 / Max: 54 Min: 46 / Avg: 49.88 / Max: 55 Min: 43 / Avg: 47.4 / Max: 53 Min: 40 / Avg: 42.81 / Max: 46 Min: 45 / Avg: 48.88 / Max: 52 Min: 45 / Avg: 49.2 / Max: 53 Min: 45 / Avg: 48.89 / Max: 53 Min: 45 / Avg: 48.63 / Max: 53 Min: 51 / Avg: 54.48 / Max: 58 Min: 44 / Avg: 47.62 / Max: 52 Min: 48 / Avg: 51.05 / Max: 55 Min: 49 / Avg: 52.13 / Max: 55 Min: 49 / Avg: 51.27 / Max: 54
Mixbench Backend: OpenCL - Benchmark: Double Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Double Precision GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 100 200 300 400 500 SE +/- 0.18, N = 13 SE +/- 0.12, N = 13 SE +/- 0.07, N = 14 SE +/- 0.23, N = 13 SE +/- 0.06, N = 13 SE +/- 0.08, N = 14 SE +/- 0.15, N = 14 SE +/- 0.01, N = 12 SE +/- 0.15, N = 13 SE +/- 0.14, N = 13 SE +/- 0.22, N = 13 SE +/- 0.12, N = 13 SE +/- 0.00, N = 13 SE +/- 0.01, N = 13 SE +/- 0.11, N = 15 SE +/- 0.00, N = 14 SE +/- 0.56, N = 14 SE +/- 0.08, N = 15 SE +/- 0.56, N = 15 SE +/- 1.13, N = 14 SE +/- 0.26, N = 14 159.33 197.44 221.88 150.48 224.82 241.99 296.66 91.77 132.75 141.25 144.30 155.78 194.80 222.15 226.65 259.11 290.13 315.03 436.81 454.37 450.47 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 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 3 6 9 12 15 2.35 2.20 2.26 4.03 4.50 5.59 5.15 6.35 7.51 4.51 6.55 5.87 6.18 7.18 6.34 6.70 8.02 9.72 8.25 5.98
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 30 60 90 120 150 Min: 44.85 / Avg: 67.93 / Max: 99.36 Min: 69.03 / Avg: 89.59 / Max: 133.31 Min: 73.05 / Avg: 98.29 / Max: 144.85 Min: 24.22 / Avg: 37.34 / Max: 65.39 Min: 39.25 / Avg: 49.97 / Max: 89.58 Min: 34.81 / Avg: 53.1 / Max: 100.47 Min: 6.12 / Avg: 17.81 / Max: 34.1 Min: 6.62 / Avg: 20.92 / Max: 44.66 Min: 6.81 / Avg: 18.8 / Max: 43.85 Min: 11.6 / Avg: 32.03 / Max: 61.28 Min: 7.57 / Avg: 23.8 / Max: 51.7 Min: 9.7 / Avg: 33.19 / Max: 74.41 Min: 9.49 / Avg: 35.96 / Max: 83.24 Min: 8.65 / Avg: 31.55 / Max: 75.95 Min: 14.87 / Avg: 40.85 / Max: 90.53 Min: 15.25 / Avg: 43.31 / Max: 95.09 Min: 9.22 / Avg: 39.29 / Max: 96.4 Min: 6.89 / Avg: 44.94 / Max: 100.82 Min: 25.19 / Avg: 55.07 / Max: 113.08 Min: 26.8 / Avg: 75.33 / Max: 121.38
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 13 26 39 52 65 Min: 57 / Avg: 58.14 / Max: 62 Min: 61 / Avg: 62.32 / Max: 64 Min: 63 / Avg: 63.33 / Max: 65 Min: 44 / Avg: 45.66 / Max: 47 Min: 52 / Avg: 52.48 / Max: 54 Min: 39 / Avg: 39.85 / Max: 41 Min: 51 / Avg: 52.18 / Max: 53 Min: 38 / Avg: 40.19 / Max: 43 Min: 45 / Avg: 46.38 / Max: 48 Min: 42 / Avg: 43.63 / Max: 47 Min: 48 / Avg: 52.35 / Max: 56 Min: 38 / Avg: 39.27 / Max: 41 Min: 42 / Avg: 44.34 / Max: 47 Min: 42 / Avg: 44.21 / Max: 47 Min: 41 / Avg: 42.86 / Max: 45 Min: 42 / Avg: 43.63 / Max: 46 Min: 48 / Avg: 49.42 / Max: 51 Min: 40 / Avg: 42.48 / Max: 45 Min: 43 / Avg: 45.36 / Max: 47 Min: 45 / Avg: 47.21 / Max: 49 Min: 46 / Avg: 47.88 / Max: 50
Mixbench Backend: OpenCL - Benchmark: Integer OpenBenchmarking.org GIOPS, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Integer GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 4K 8K 12K 16K 20K SE +/- 5.50, N = 15 SE +/- 1.27, N = 13 SE +/- 1.23, N = 14 SE +/- 2.70, N = 14 SE +/- 0.96, N = 13 SE +/- 0.83, N = 14 SE +/- 6.51, N = 15 SE +/- 0.52, N = 12 SE +/- 0.38, N = 13 SE +/- 0.61, N = 13 SE +/- 7.30, N = 13 SE +/- 50.53, N = 15 SE +/- 14.13, N = 13 SE +/- 2.40, N = 13 SE +/- 1.82, N = 13 SE +/- 1.47, N = 14 SE +/- 1.20, N = 14 SE +/- 11.48, N = 14 SE +/- 11.06, N = 14 SE +/- 63.55, N = 15 SE +/- 14.02, N = 14 1389.90 1711.03 1911.01 1354.14 2019.08 2157.31 2655.58 3466.72 4975.18 5303.51 5432.40 5803.63 7275.33 8218.02 8362.86 9696.38 10930.56 11752.11 16323.94 16979.99 16843.97 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 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 80 160 240 320 400 21.11 19.41 19.10 35.89 41.66 49.41 190.42 239.46 286.03 172.29 243.20 216.92 233.12 269.58 239.20 256.49 304.24 351.52 319.78 223.21
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 30 60 90 120 150 Min: 44.46 / Avg: 65.83 / Max: 98.57 Min: 68.83 / Avg: 88.17 / Max: 131.51 Min: 77.41 / Avg: 100.08 / Max: 145.18 Min: 23.91 / Avg: 37.74 / Max: 67.69 Min: 30.99 / Avg: 48.47 / Max: 88.96 Min: 34.96 / Avg: 53.75 / Max: 96.25 Min: 5.89 / Avg: 18.21 / Max: 35.29 Min: 6.77 / Avg: 20.78 / Max: 45.04 Min: 6.81 / Avg: 18.54 / Max: 44.21 Min: 11.56 / Avg: 31.53 / Max: 61.07 Min: 7.22 / Avg: 23.86 / Max: 52.51 Min: 9.59 / Avg: 33.54 / Max: 75.71 Min: 9.34 / Avg: 35.25 / Max: 83.76 Min: 8.74 / Avg: 31.02 / Max: 74.53 Min: 14.58 / Avg: 40.54 / Max: 87.26 Min: 14.88 / Avg: 42.62 / Max: 87.11 Min: 9.12 / Avg: 38.63 / Max: 85.74 Min: 6.53 / Avg: 46.44 / Max: 105.43 Min: 24.88 / Avg: 53.1 / Max: 112.58 Min: 27.08 / Avg: 75.46 / Max: 120.75
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 13 26 39 52 65 Min: 54 / Avg: 55.99 / Max: 58 Min: 59 / Avg: 60.98 / Max: 63 Min: 63 / Avg: 63.8 / Max: 66 Min: 43 / Avg: 44.16 / Max: 45 Min: 50 / Avg: 50.89 / Max: 52 Min: 38 / Avg: 39.33 / Max: 40 Min: 51 / Avg: 52.02 / Max: 53 Min: 36 / Avg: 38.1 / Max: 41 Min: 43 / Avg: 43.86 / Max: 46 Min: 40 / Avg: 40.95 / Max: 43 Min: 46 / Avg: 51.36 / Max: 56 Min: 37 / Avg: 38.22 / Max: 40 Min: 41 / Avg: 42.11 / Max: 44 Min: 40 / Avg: 41.88 / Max: 44 Min: 39 / Avg: 40.79 / Max: 42 Min: 40 / Avg: 41.27 / Max: 43 Min: 47 / Avg: 47.97 / Max: 49 Min: 38 / Avg: 39.89 / Max: 42 Min: 41 / Avg: 42.55 / Max: 44 Min: 43 / Avg: 43.89 / Max: 45 Min: 45 / Avg: 45.8 / Max: 47
Mixbench Backend: NVIDIA CUDA - Benchmark: Single Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Single Precision GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 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 RTX 3080 6K 12K 18K 24K 30K 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 SE +/- 498.75, N = 15 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 28823.89 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 RTX 3080 90 180 270 360 450 106.43 119.71 144.40 189.58 224.91 282.30 163.52 245.61 224.87 219.97 266.00 232.32 256.97 305.64 311.45 321.81 392.32
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 RTX 3080 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 Min: 26.62 / Avg: 73.47 / Max: 122.62
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 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 RTX 3080 11 22 33 44 55 Min: 43 / Avg: 44.31 / Max: 45 Min: 50 / Avg: 51.12 / Max: 52 Min: 37 / Avg: 39.11 / Max: 40 Min: 51 / Avg: 52.02 / Max: 53 Min: 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 Min: 43 / Avg: 44.03 / Max: 46
LuxCoreRender OpenCL Scene: LuxCore Benchmark OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: LuxCore Benchmark GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 2 4 6 8 10 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.09, N = 3 1.63 2.00 2.09 1.53 2.12 2.24 2.13 1.51 1.36 2.20 2.26 2.11 2.79 3.54 3.49 3.69 3.55 3.62 4.75 4.99 7.89
LuxCoreRender OpenCL Scene: LuxCore Benchmark OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender OpenCL 2.3 Scene: LuxCore Benchmark GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 0.0068 0.0136 0.0204 0.0272 0.034 0.02 0.01 0.01 0.02 0.02 0.02 0.03 0.02 0.03 0.03 0.03 0.03 0.03 0.03 0.03 0.02 0.03 0.03 0.03 0.03
LuxCoreRender OpenCL GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Power Consumption Monitor GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 50 100 150 200 250 Min: 16.55 / Avg: 107.24 / Max: 124.46 Min: 17.15 / Avg: 141.37 / Max: 157.39 Min: 18.68 / Avg: 152.69 / Max: 170.01 Min: 6.91 / Avg: 67.54 / Max: 78.07 Min: 9.85 / Avg: 92.59 / Max: 107.45 Min: 8.89 / Avg: 98.17 / Max: 113.19 Min: 6.67 / Avg: 49.99 / Max: 57.06 Min: 7.08 / Avg: 56.85 / Max: 65.46 Min: 7.02 / Avg: 63.52 / Max: 73.59 Min: 12.48 / Avg: 89.51 / Max: 102.26 Min: 8.01 / Avg: 75.03 / Max: 86.97 Min: 10.02 / Avg: 107.3 / Max: 123.66 Min: 10.07 / Avg: 129.42 / Max: 151.14 Min: 10.72 / Avg: 122.57 / Max: 142.7 Min: 15.74 / Avg: 133.9 / Max: 154.01 Min: 18.08 / Avg: 143.74 / Max: 165.26 Min: 9.48 / Avg: 129.97 / Max: 149.58 Min: 9.89 / Avg: 188.03 / Max: 219.76 Min: 33.01 / Avg: 198.26 / Max: 230.17 Min: 19.53 / Avg: 236.83 / Max: 280.65
LuxCoreRender OpenCL GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Temperature Monitor GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 15 30 45 60 75 Min: 64 / Avg: 68.43 / Max: 70 Min: 67 / Avg: 73.35 / Max: 77 Min: 67 / Avg: 74.8 / Max: 78 Min: 48 / Avg: 55.68 / Max: 58 Min: 59 / Avg: 63.75 / Max: 66 Min: 43 / Avg: 46.89 / Max: 48 Min: 60 / Avg: 63.57 / Max: 65 Min: 49 / Avg: 57.1 / Max: 59 Min: 53 / Avg: 57.09 / Max: 59 Min: 55 / Avg: 61.88 / Max: 64 Min: 44 / Avg: 58.55 / Max: 62 Min: 46 / Avg: 54.11 / Max: 57 Min: 53 / Avg: 62.49 / Max: 65 Min: 55 / Avg: 66.1 / Max: 69 Min: 58 / Avg: 65.68 / Max: 68 Min: 56 / Avg: 62.59 / Max: 65 Min: 63 / Avg: 71.52 / Max: 75 Min: 54 / Avg: 60.5 / Max: 63 Min: 62 / Avg: 69.64 / Max: 72 Min: 62 / Avg: 69.84 / Max: 72 Min: 39 / Avg: 61.06 / Max: 69
LuxCoreRender OpenCL Scene: DLSC OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: DLSC GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 3 6 9 12 15 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, 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 SE +/- 0.01, N = 3 1.93 2.36 2.50 1.78 2.46 2.55 2.45 1.73 1.61 2.56 2.63 2.51 3.34 4.20 4.17 4.44 4.32 4.38 5.67 5.98 9.92
LuxCoreRender OpenCL Scene: DLSC OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender OpenCL 2.3 Scene: DLSC GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 0.009 0.018 0.027 0.036 0.045 0.02 0.02 0.02 0.02 0.02 0.02 0.03 0.03 0.04 0.03 0.03 0.03 0.03 0.03 0.03 0.03 0.03 0.03 0.03 0.04
LuxCoreRender OpenCL GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Power Consumption Monitor GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 50 100 150 200 250 Min: 16.26 / Avg: 119.11 / Max: 130.86 Min: 16.97 / Avg: 151.53 / Max: 161.67 Min: 18.87 / Avg: 163.28 / Max: 176.5 Min: 6.82 / Avg: 72.94 / Max: 82.93 Min: 9.08 / Avg: 100.66 / Max: 113.55 Min: 8.6 / Avg: 106.6 / Max: 119.21 Min: 6.53 / Avg: 53.72 / Max: 58.56 Min: 6.95 / Avg: 61.64 / Max: 67.79 Min: 6.96 / Avg: 69.38 / Max: 76.5 Min: 11.59 / Avg: 95.71 / Max: 104.88 Min: 8.11 / Avg: 83.51 / Max: 91.56 Min: 9.88 / Avg: 118.19 / Max: 128.53 Min: 9.96 / Avg: 141.46 / Max: 155.06 Min: 9.33 / Avg: 134.55 / Max: 148.35 Min: 15.32 / Avg: 146.09 / Max: 159 Min: 16.54 / Avg: 158.89 / Max: 173.12 Min: 9.61 / Avg: 143.22 / Max: 155.86 Min: 9.21 / Avg: 208.23 / Max: 228.17 Min: 30.73 / Avg: 218.61 / Max: 238.09 Min: 20.97 / Avg: 272 / Max: 296.66
LuxCoreRender OpenCL GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Temperature Monitor GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 15 30 45 60 75 Min: 59 / Avg: 69.75 / Max: 73 Min: 65 / Avg: 75.49 / Max: 79 Min: 65 / Avg: 76.66 / Max: 80 Min: 47 / Avg: 56.85 / Max: 59 Min: 56 / Avg: 64.88 / Max: 68 Min: 41 / Avg: 47.28 / Max: 49 Min: 56 / Avg: 64.6 / Max: 68 Min: 47 / Avg: 58.18 / Max: 61 Min: 51 / Avg: 57.16 / Max: 60 Min: 52 / Avg: 62.73 / Max: 66 Min: 43 / Avg: 60.26 / Max: 63 Min: 44 / Avg: 55.86 / Max: 59 Min: 51 / Avg: 64 / Max: 67 Min: 53 / Avg: 67.61 / Max: 71 Min: 54 / Avg: 66.84 / Max: 71 Min: 53 / Avg: 63.15 / Max: 66 Min: 60 / Avg: 73.48 / Max: 77 Min: 51 / Avg: 60.29 / Max: 63 Min: 57 / Avg: 70.39 / Max: 73 Min: 58 / Avg: 70.91 / Max: 74 Min: 56 / Avg: 68.11 / Max: 71
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 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 5 10 15 20 25 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.13, N = 12 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.09, N = 4 SE +/- 0.02, N = 4 SE +/- 0.03, N = 4 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 4 SE +/- 0.18, N = 4 SE +/- 0.04, N = 5 5.11 6.59 6.47 5.41 6.62 5.38 4.23 3.93 2.73 5.58 5.61 5.01 7.97 11.32 10.98 10.21 9.24 9.14 12.33 12.73 22.23
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 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 0.027 0.054 0.081 0.108 0.135 0.05 0.05 0.05 0.08 0.08 0.05 0.09 0.05 0.10 0.07 0.07 0.08 0.10 0.10 0.09 0.08 0.08 0.08 0.08 0.12
LuxCoreRender OpenCL GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Power Consumption Monitor GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 50 100 150 200 250 Min: 16.36 / Avg: 105.32 / Max: 116.36 Min: 17.07 / Avg: 132.71 / Max: 150.31 Min: 18.58 / Avg: 140.1 / Max: 157.68 Min: 7.11 / Avg: 65.55 / Max: 74.79 Min: 9.51 / Avg: 84.72 / Max: 98.6 Min: 8.94 / Avg: 84.06 / Max: 93.52 Min: 6.66 / Avg: 46.15 / Max: 51.34 Min: 6.81 / Avg: 52.04 / Max: 56.28 Min: 6.94 / Avg: 55.33 / Max: 65.23 Min: 12.5 / Avg: 79.62 / Max: 92.09 Min: 8.23 / Avg: 69.24 / Max: 79.18 Min: 9.92 / Avg: 94.01 / Max: 113.17 Min: 10.1 / Avg: 115.26 / Max: 146.1 Min: 10.31 / Avg: 106.39 / Max: 135.66 Min: 15.7 / Avg: 112.53 / Max: 141.4 Min: 17.55 / Avg: 120.03 / Max: 144.72 Min: 9.5 / Avg: 110.62 / Max: 134.26 Min: 11.02 / Avg: 152.05 / Max: 198.63 Min: 32.37 / Avg: 164.15 / Max: 211.46 Min: 31.31 / Avg: 191.63 / Max: 263.47
LuxCoreRender OpenCL GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Temperature Monitor GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 14 28 42 56 70 Min: 62 / Avg: 67.14 / Max: 68 Min: 67 / Avg: 70.8 / Max: 72 Min: 67 / Avg: 71.16 / Max: 73 Min: 49 / Avg: 54.56 / Max: 56 Min: 59 / Avg: 61.43 / Max: 62 Min: 43 / Avg: 45.47 / Max: 46 Min: 59 / Avg: 60.23 / Max: 61 Min: 48 / Avg: 54.9 / Max: 56 Min: 52 / Avg: 55.72 / Max: 56 Min: 54 / Avg: 58.09 / Max: 60 Min: 44 / Avg: 55.11 / Max: 58 Min: 46 / Avg: 52.14 / Max: 54 Min: 53 / Avg: 59.13 / Max: 61 Min: 55 / Avg: 62.82 / Max: 66 Min: 57 / Avg: 61.64 / Max: 64 Min: 55 / Avg: 59.19 / Max: 61 Min: 63 / Avg: 66.85 / Max: 68 Min: 52 / Avg: 56.56 / Max: 58 Min: 61 / Avg: 65.13 / Max: 67 Min: 61 / Avg: 65.44 / Max: 68 Min: 58 / Avg: 61.84 / Max: 64
LuxCoreRender OpenCL Scene: Food OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: Food GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 0.9113 1.8226 2.7339 3.6452 4.5565 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 +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 4 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 4 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 SE +/- 0.05, N = 3 0.78 0.92 0.98 0.65 0.92 0.98 0.99 0.67 0.81 0.99 1.09 1.07 1.17 1.33 1.30 1.90 1.87 1.93 2.23 2.23 4.05
LuxCoreRender OpenCL Scene: Food OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender OpenCL 2.3 Scene: Food GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 0.0045 0.009 0.0135 0.018 0.0225 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.02 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.02 0.01 0.01 0.02
LuxCoreRender OpenCL GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Power Consumption Monitor GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 50 100 150 200 250 Min: 16.35 / Avg: 103.4 / Max: 117.54 Min: 69.98 / Avg: 132.95 / Max: 146.73 Min: 27.31 / Avg: 143.81 / Max: 159.29 Min: 8.17 / Avg: 58.96 / Max: 71.04 Min: 31.41 / Avg: 83.19 / Max: 96.02 Min: 8.06 / Avg: 90.12 / Max: 106.33 Min: 6.24 / Avg: 44.99 / Max: 53.28 Min: 6.84 / Avg: 56.54 / Max: 67.05 Min: 6.92 / Avg: 57.37 / Max: 67.67 Min: 11.39 / Avg: 83.39 / Max: 96.86 Min: 8.27 / Avg: 72.78 / Max: 85.29 Min: 9.83 / Avg: 95.49 / Max: 112.99 Min: 10.05 / Avg: 107.3 / Max: 127.48 Min: 8.82 / Avg: 101.18 / Max: 118.96 Min: 15.06 / Avg: 127.11 / Max: 149.45 Min: 16.79 / Avg: 136.69 / Max: 160.16 Min: 9.22 / Avg: 126.41 / Max: 148.49 Min: 8.82 / Avg: 171.77 / Max: 204.48 Min: 29.15 / Avg: 184.38 / Max: 215.68 Min: 22.75 / Avg: 231.94 / Max: 273.26
LuxCoreRender OpenCL GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Temperature Monitor GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 15 30 45 60 75 Min: 60 / Avg: 67.08 / Max: 70 Min: 67 / Avg: 72.15 / Max: 75 Min: 67 / Avg: 73.3 / Max: 77 Min: 48 / Avg: 52.79 / Max: 55 Min: 58 / Avg: 61.15 / Max: 63 Min: 41 / Avg: 45.37 / Max: 47 Min: 53 / Avg: 60.67 / Max: 64 Min: 46 / Avg: 54.15 / Max: 57 Min: 50 / Avg: 56.2 / Max: 59 Min: 49 / Avg: 57.98 / Max: 61 Min: 43 / Avg: 56.95 / Max: 60 Min: 43 / Avg: 53.33 / Max: 56 Min: 50 / Avg: 59.77 / Max: 63 Min: 52 / Avg: 61.53 / Max: 64 Min: 51 / Avg: 60.11 / Max: 64 Min: 51 / Avg: 59.52 / Max: 63 Min: 57 / Avg: 70 / Max: 74 Min: 48 / Avg: 57.04 / Max: 60 Min: 55 / Avg: 66.31 / Max: 70 Min: 56 / Avg: 66.77 / Max: 70 Min: 54 / Avg: 65.38 / Max: 69
ArrayFire Test: Conjugate Gradient OpenCL OpenBenchmarking.org ms, Fewer Is Better ArrayFire 3.7 Test: Conjugate Gradient OpenCL GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 2 4 6 8 10 SE +/- 0.002, N = 10 SE +/- 0.006, N = 10 SE +/- 0.007, N = 10 SE +/- 0.003, N = 10 SE +/- 0.004, N = 10 SE +/- 0.001, N = 10 SE +/- 0.002, N = 10 SE +/- 0.003, N = 10 SE +/- 0.002, N = 10 SE +/- 0.002, N = 10 SE +/- 0.001, N = 10 SE +/- 0.001, N = 10 SE +/- 0.002, N = 10 SE +/- 0.001, N = 10 SE +/- 0.002, N = 10 SE +/- 0.001, N = 10 SE +/- 0.001, N = 10 SE +/- 0.001, N = 10 SE +/- 0.005, N = 10 SE +/- 0.001, N = 10 SE +/- 0.002, N = 10 4.904 3.622 3.917 5.000 4.077 3.814 3.387 6.808 4.445 4.541 2.642 3.068 2.659 2.083 2.097 2.071 2.075 1.900 1.677 1.666 1.566 1. (CXX) g++ options: -rdynamic
ArrayFire GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better ArrayFire 3.7 GPU Power Consumption Monitor GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 40 80 120 160 200 Min: 45.13 / Avg: 79.99 / Max: 125.42 Min: 69.99 / Avg: 106.37 / Max: 154.68 Min: 74.47 / Avg: 113.09 / Max: 160.53 Min: 24.41 / Avg: 48.03 / Max: 83.69 Min: 31.75 / Avg: 63.05 / Max: 106.44 Min: 35.88 / Avg: 71.08 / Max: 114.34 Min: 6.12 / Avg: 26.47 / Max: 51.86 Min: 6.77 / Avg: 32.81 / Max: 65.03 Min: 6.89 / Avg: 30.36 / Max: 60.65 Min: 12.96 / Avg: 51.78 / Max: 99.21 Min: 8.35 / Avg: 41.34 / Max: 82.92 Min: 9.91 / Avg: 54.1 / Max: 103.84 Min: 10.31 / Avg: 65.56 / Max: 133.6 Min: 9.57 / Avg: 60.23 / Max: 123.44 Min: 14.98 / Avg: 70.4 / Max: 136.14 Min: 16.9 / Avg: 76.69 / Max: 135 Min: 9.43 / Avg: 66.35 / Max: 129.31 Min: 9.06 / Avg: 86.68 / Max: 181.59 Min: 28.35 / Avg: 94.15 / Max: 182.06 Min: 28.8 / Avg: 120.46 / Max: 213.33
ArrayFire GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better ArrayFire 3.7 GPU Temperature Monitor GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 14 28 42 56 70 Min: 58 / Avg: 62.29 / Max: 66 Min: 65 / Avg: 68.04 / Max: 72 Min: 65 / Avg: 68.16 / Max: 72 Min: 48 / Avg: 50.14 / Max: 54 Min: 54 / Avg: 56.91 / Max: 59 Min: 42 / Avg: 43.29 / Max: 45 Min: 56 / Avg: 58.69 / Max: 62 Min: 42 / Avg: 45.54 / Max: 50 Min: 46 / Avg: 48.09 / Max: 50 Min: 46 / Avg: 48.45 / Max: 52 Min: 43 / Avg: 50.39 / Max: 58 Min: 42 / Avg: 45.47 / Max: 49 Min: 47 / Avg: 50.34 / Max: 54 Min: 47 / Avg: 50.28 / Max: 54 Min: 49 / Avg: 51.79 / Max: 56 Min: 45 / Avg: 47.64 / Max: 51 Min: 56 / Avg: 59.59 / Max: 64 Min: 45 / Avg: 47.25 / Max: 50 Min: 53 / Avg: 55.13 / Max: 59 Min: 53 / Avg: 55.85 / Max: 60 Min: 51 / Avg: 54.36 / Max: 57
clpeak OpenCL Test: Global Memory Bandwidth OpenBenchmarking.org GBPS, More Is Better clpeak OpenCL Test: Global Memory Bandwidth GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 140 280 420 560 700 SE +/- 0.01, N = 13 SE +/- 0.13, N = 15 SE +/- 0.09, N = 9 SE +/- 0.04, N = 10 SE +/- 0.04, N = 11 SE +/- 0.01, N = 11 SE +/- 0.11, N = 15 SE +/- 0.06, N = 12 SE +/- 0.02, N = 13 SE +/- 0.06, N = 11 SE +/- 0.16, N = 12 SE +/- 0.12, N = 12 SE +/- 0.15, N = 12 SE +/- 0.06, N = 13 SE +/- 0.05, N = 13 SE +/- 0.10, N = 13 SE +/- 0.07, N = 13 SE +/- 0.14, N = 13 SE +/- 0.46, N = 12 SE +/- 0.05, N = 13 SE +/- 0.35, N = 12 165.29 264.74 246.43 147.66 197.20 198.18 223.14 105.31 156.86 158.15 276.35 234.91 276.94 368.94 369.30 369.62 369.23 405.92 506.90 530.79 661.83 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 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 2 4 6 8 10 2.39 2.63 2.13 3.40 3.41 3.59 5.01 6.03 5.58 6.43 6.75 5.98 7.21 7.89 6.55 6.53 7.49 6.23 6.85 6.16
clpeak GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 40 80 120 160 200 Min: 44.85 / Avg: 69.05 / Max: 109.81 Min: 69.04 / Avg: 100.57 / Max: 161.89 Min: 72.66 / Avg: 115.96 / Max: 169.56 Min: 24.21 / Avg: 43.45 / Max: 69.63 Min: 33.24 / Avg: 57.83 / Max: 93.93 Min: 34.9 / Avg: 62.12 / Max: 105.28 Min: 5.94 / Avg: 21.03 / Max: 49.94 Min: 6.73 / Avg: 26.03 / Max: 65.39 Min: 6.82 / Avg: 28.33 / Max: 64.09 Min: 11.71 / Avg: 42.96 / Max: 108.2 Min: 7.9 / Avg: 34.8 / Max: 91.2 Min: 9.76 / Avg: 46.29 / Max: 113.61 Min: 9.89 / Avg: 51.14 / Max: 150.47 Min: 9.21 / Avg: 46.8 / Max: 141.86 Min: 14.77 / Avg: 56.41 / Max: 155.24 Min: 16.08 / Avg: 56.53 / Max: 146.62 Min: 9.06 / Avg: 54.2 / Max: 148.63 Min: 8.04 / Avg: 81.32 / Max: 221.57 Min: 26.18 / Avg: 77.48 / Max: 220.21 Min: 28.51 / Avg: 107.48 / Max: 230.31
clpeak GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better clpeak GPU Temperature Monitor GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 13 26 39 52 65 Min: 56 / Avg: 57.33 / Max: 60 Min: 61 / Avg: 63.08 / Max: 65 Min: 61 / Avg: 63.91 / Max: 67 Min: 44 / Avg: 46.18 / Max: 48 Min: 52 / Avg: 53.45 / Max: 55 Min: 41 / Avg: 41.44 / Max: 42 Min: 52 / Avg: 52.55 / Max: 53 Min: 39 / Avg: 41.72 / Max: 46 Min: 43 / Avg: 45.17 / Max: 47 Min: 43 / Avg: 45.17 / Max: 48 Min: 44 / Avg: 51.16 / Max: 60 Min: 40 / Avg: 42.47 / Max: 46 Min: 44 / Avg: 46.48 / Max: 50 Min: 44 / Avg: 45.95 / Max: 50 Min: 44 / Avg: 46.51 / Max: 51 Min: 42 / Avg: 43.98 / Max: 48 Min: 52 / Avg: 53.51 / Max: 57 Min: 41 / Avg: 43.52 / Max: 48 Min: 49 / Avg: 51.02 / Max: 55 Min: 49 / Avg: 50.95 / Max: 55 Min: 51 / Avg: 53.09 / Max: 56
clpeak OpenCL Test: Single-Precision Float OpenBenchmarking.org GFLOPS, More Is Better clpeak OpenCL Test: Single-Precision Float GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 6K 12K 18K 24K 30K SE +/- 36.45, N = 13 SE +/- 62.62, N = 15 SE +/- 71.02, N = 15 SE +/- 76.28, N = 15 SE +/- 112.12, N = 15 SE +/- 3.15, N = 13 SE +/- 104.59, N = 15 SE +/- 21.41, N = 13 SE +/- 49.35, N = 15 SE +/- 27.06, N = 12 SE +/- 43.47, N = 15 SE +/- 56.79, N = 15 SE +/- 67.09, N = 15 SE +/- 85.70, N = 15 SE +/- 92.93, N = 15 SE +/- 77.74, N = 15 SE +/- 73.37, N = 15 SE +/- 38.81, N = 13 SE +/- 177.79, N = 15 SE +/- 206.22, N = 15 SE +/- 79.77, N = 13 4472.77 5512.89 6121.76 4110.71 6093.02 6788.40 8218.62 2673.64 4123.66 4543.64 4440.23 4778.23 5417.55 7034.77 7265.91 8540.73 9161.18 10264.38 13536.25 14178.85 29515.51 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 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 70 140 210 280 350 60.52 56.52 59.20 108.23 122.80 141.08 151.21 165.34 196.49 119.96 172.74 140.61 132.83 141.26 155.29 158.55 197.54 169.42 154.83 305.95
clpeak GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 40 80 120 160 200 Min: 44.46 / Avg: 73.9 / Max: 130.16 Min: 69.23 / Avg: 97.54 / Max: 163.18 Min: 73.61 / Avg: 103.4 / Max: 173.43 Min: 24.22 / Avg: 37.98 / Max: 72.74 Min: 31.27 / Avg: 49.62 / Max: 104.99 Min: 34.74 / Avg: 58.25 / Max: 128.43 Min: 5.83 / Avg: 17.68 / Max: 48.63 Min: 6.73 / Avg: 24.94 / Max: 64.76 Min: 6.77 / Avg: 23.12 / Max: 65.88 Min: 11.55 / Avg: 37.01 / Max: 87.25 Min: 7.77 / Avg: 27.66 / Max: 77.07 Min: 9.69 / Avg: 38.53 / Max: 112.04 Min: 9.79 / Avg: 52.96 / Max: 127.22 Min: 8.97 / Avg: 51.44 / Max: 121 Min: 14.82 / Avg: 55 / Max: 139.79 Min: 15.74 / Avg: 57.78 / Max: 153.32 Min: 9.13 / Avg: 51.96 / Max: 154.62 Min: 7.42 / Avg: 79.9 / Max: 222.45 Min: 25.37 / Avg: 91.58 / Max: 238.89 Min: 28.03 / Avg: 96.47 / Max: 201.69
clpeak GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better clpeak GPU Temperature Monitor GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 13 26 39 52 65 Min: 54 / Avg: 56.65 / Max: 61 Min: 62 / Avg: 64.64 / Max: 67 Min: 65 / Avg: 66.09 / Max: 69 Min: 43 / Avg: 44.68 / Max: 46 Min: 50 / Avg: 51.35 / Max: 54 Min: 40 / Avg: 40.9 / Max: 43 Min: 50 / Avg: 51.89 / Max: 54 Min: 37 / Avg: 39.51 / Max: 45 Min: 42 / Avg: 43.37 / Max: 46 Min: 41 / Avg: 43.05 / Max: 47 Min: 44 / Avg: 50.88 / Max: 59 Min: 39 / Avg: 41.4 / Max: 46 Min: 42 / Avg: 44.09 / Max: 49 Min: 42 / Avg: 44.89 / Max: 50 Min: 42 / Avg: 45.28 / Max: 49 Min: 40 / Avg: 42.42 / Max: 47 Min: 49 / Avg: 51.93 / Max: 56 Min: 40 / Avg: 41.69 / Max: 46 Min: 46 / Avg: 49.5 / Max: 54 Min: 47 / Avg: 49.86 / Max: 55 Min: 49 / Avg: 51.14 / Max: 55
clpeak OpenCL Test: Double-Precision Double OpenBenchmarking.org GFLOPS, More Is Better clpeak OpenCL Test: Double-Precision Double GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 120 240 360 480 600 SE +/- 0.03, N = 3 SE +/- 0.11, N = 3 SE +/- 0.14, N = 3 SE +/- 0.23, N = 3 SE +/- 0.38, N = 4 SE +/- 0.06, N = 3 SE +/- 0.60, N = 3 SE +/- 0.27, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.46, N = 3 SE +/- 0.58, N = 3 SE +/- 0.69, N = 3 SE +/- 0.71, N = 3 SE +/- 0.00, N = 3 SE +/- 0.91, N = 3 SE +/- 0.03, N = 3 SE +/- 1.30, N = 3 SE +/- 1.32, N = 3 SE +/- 1.37, N = 3 159.72 197.23 219.42 150.68 223.60 242.70 298.46 109.20 157.98 168.56 172.49 184.34 232.17 261.89 267.79 308.86 345.11 376.32 522.22 548.26 543.73 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 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 1.0148 2.0296 3.0444 4.0592 5.074 1.78 1.68 1.77 3.17 3.44 3.80 3.75 4.05 4.51 3.07 4.05 3.47 3.33 3.73 3.72 3.65 4.31 4.19 3.98 3.65
clpeak GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 30 60 90 120 150 Min: 44.75 / Avg: 89.73 / Max: 96.18 Min: 69.51 / Avg: 117.71 / Max: 125.8 Min: 74.08 / Avg: 124.1 / Max: 132.77 Min: 24.22 / Avg: 47.58 / Max: 52.52 Min: 31.08 / Avg: 65.01 / Max: 74.02 Min: 35.4 / Avg: 78.46 / Max: 87.16 Min: 5.89 / Avg: 29.14 / Max: 32.44 Min: 6.69 / Avg: 39.04 / Max: 42.31 Min: 6.88 / Avg: 37.38 / Max: 40.82 Min: 11.51 / Avg: 56.17 / Max: 64.43 Min: 8.02 / Avg: 45.57 / Max: 50.18 Min: 9.77 / Avg: 66.93 / Max: 76.73 Min: 10.24 / Avg: 78.6 / Max: 85.65 Min: 8.98 / Avg: 71.77 / Max: 78.52 Min: 14.8 / Avg: 83.1 / Max: 90.69 Min: 15.41 / Avg: 94.68 / Max: 108.82 Min: 9.08 / Avg: 87.4 / Max: 96.43 Min: 7.74 / Avg: 124.66 / Max: 137.37 Min: 25.14 / Avg: 137.68 / Max: 152.18 Min: 28 / Avg: 149.1 / Max: 162.26
clpeak GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better clpeak GPU Temperature Monitor GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 14 28 42 56 70 Min: 56 / Avg: 61.46 / Max: 64 Min: 65 / Avg: 69.66 / Max: 72 Min: 65 / Avg: 70.26 / Max: 73 Min: 44 / Avg: 46.02 / Max: 48 Min: 50 / Avg: 53.28 / Max: 56 Min: 39 / Avg: 42.21 / Max: 44 Min: 52 / Avg: 55.73 / Max: 59 Min: 36 / Avg: 42.02 / Max: 44 Min: 41 / Avg: 45.04 / Max: 47 Min: 40 / Avg: 45.24 / Max: 48 Min: 45 / Avg: 51.82 / Max: 56 Min: 38 / Avg: 45.23 / Max: 48 Min: 40 / Avg: 47.44 / Max: 50 Min: 41 / Avg: 49.2 / Max: 52 Min: 42 / Avg: 50.54 / Max: 54 Min: 39 / Avg: 45.22 / Max: 47 Min: 49 / Avg: 58.62 / Max: 64 Min: 39 / Avg: 44.83 / Max: 47 Min: 45 / Avg: 54.02 / Max: 58 Min: 46 / Avg: 55.06 / Max: 59 Min: 47 / Avg: 55.13 / Max: 58
clpeak OpenCL Test: Integer Compute INT OpenBenchmarking.org GIOPS, More Is Better clpeak OpenCL Test: Integer Compute INT GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 3K 6K 9K 12K 15K SE +/- 1.81, N = 8 SE +/- 8.22, N = 9 SE +/- 10.01, N = 9 SE +/- 10.83, N = 15 SE +/- 6.03, N = 12 SE +/- 0.30, N = 10 SE +/- 7.00, N = 10 SE +/- 1.93, N = 13 SE +/- 41.07, N = 15 SE +/- 10.20, N = 12 SE +/- 6.44, N = 12 SE +/- 49.36, N = 15 SE +/- 65.66, N = 15 SE +/- 81.72, N = 15 SE +/- 83.63, N = 15 SE +/- 66.40, N = 12 SE +/- 51.79, N = 12 SE +/- 58.52, N = 13 SE +/- 23.37, N = 12 SE +/- 169.21, N = 15 SE +/- 111.94, N = 12 1306.51 1612.52 1757.81 1275.12 1695.79 2076.45 2430.55 2641.38 4128.39 4338.67 4280.55 4734.36 5356.84 6930.21 7133.77 8484.41 9141.23 10266.72 13629.37 13783.93 15397.61 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 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 30 60 90 120 150 11.17 10.68 11.41 20.82 25.67 26.36 126.24 136.19 144.64 97.06 129.22 115.24 109.84 121.36 124.06 127.85 156.39 150.19 131.83 120.07
clpeak GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 60 120 180 240 300 Min: 44.74 / Avg: 116.93 / Max: 183.29 Min: 69.22 / Avg: 150.96 / Max: 249.82 Min: 75.05 / Avg: 154.12 / Max: 249.46 Min: 24.11 / Avg: 61.24 / Max: 122.79 Min: 30.97 / Avg: 66.06 / Max: 137.9 Min: 35.4 / Avg: 92.2 / Max: 182.88 Min: 5.86 / Avg: 20.92 / Max: 68.73 Min: 6.64 / Avg: 30.31 / Max: 98.17 Min: 6.8 / Avg: 30 / Max: 103.08 Min: 11.31 / Avg: 44.1 / Max: 128.36 Min: 7.93 / Avg: 36.64 / Max: 122.25 Min: 9.69 / Avg: 46.48 / Max: 162.89 Min: 9.91 / Avg: 63.1 / Max: 178.71 Min: 8.66 / Avg: 58.78 / Max: 177.55 Min: 15.16 / Avg: 68.39 / Max: 215.86 Min: 15.97 / Avg: 71.5 / Max: 219.93 Min: 9.15 / Avg: 65.65 / Max: 248.15 Min: 7.45 / Avg: 90.75 / Max: 256.14 Min: 26.07 / Avg: 104.56 / Max: 286.49 Min: 28.47 / Avg: 128.24 / Max: 321.41
clpeak GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better clpeak GPU Temperature Monitor GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 15 30 45 60 75 Min: 57 / Avg: 65.57 / Max: 72 Min: 66 / Avg: 73.28 / Max: 79 Min: 66 / Avg: 72.52 / Max: 78 Min: 43 / Avg: 49.61 / Max: 55 Min: 50 / Avg: 53.94 / Max: 59 Min: 40 / Avg: 45.6 / Max: 51 Min: 53 / Avg: 58.72 / Max: 63 Min: 38 / Avg: 40.86 / Max: 49 Min: 43 / Avg: 44.9 / Max: 49 Min: 43 / Avg: 45.32 / Max: 52 Min: 44 / Avg: 49.84 / Max: 61 Min: 41 / Avg: 44.38 / Max: 52 Min: 43 / Avg: 45.35 / Max: 52 Min: 44 / Avg: 47.95 / Max: 54 Min: 47 / Avg: 50.13 / Max: 55 Min: 41 / Avg: 44.64 / Max: 52 Min: 56 / Avg: 58.28 / Max: 63 Min: 42 / Avg: 44.25 / Max: 52 Min: 50 / Avg: 52.72 / Max: 58 Min: 51 / Avg: 53.8 / Max: 59 Min: 52 / Avg: 55.31 / Max: 59
FinanceBench Benchmark: Black-Scholes OpenCL OpenBenchmarking.org ms, Fewer Is Better FinanceBench 2016-06-06 Benchmark: Black-Scholes OpenCL GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 6 12 18 24 30 SE +/- 0.022523, N = 15 SE +/- 0.156028, N = 15 SE +/- 0.004731, N = 14 SE +/- 0.317433, N = 15 SE +/- 0.209293, N = 15 SE +/- 0.003359, N = 15 SE +/- 0.003290, N = 15 SE +/- 0.002491, N = 14 SE +/- 0.001228, N = 14 SE +/- 0.001244, N = 14 SE +/- 0.001295, N = 14 SE +/- 0.001932, N = 14 SE +/- 0.000959, N = 14 SE +/- 0.015324, N = 15 SE +/- 0.001589, N = 14 SE +/- 0.014259, N = 15 SE +/- 0.001547, N = 14 SE +/- 0.003249, N = 15 SE +/- 0.001717, N = 14 SE +/- 0.001983, N = 15 SE +/- 0.002609, N = 15 12.101000 9.596000 9.323000 13.340000 8.968000 7.298000 6.981000 24.145285 16.577785 15.259000 15.271000 14.385000 12.555000 10.498000 10.254000 8.263000 7.657000 6.811000 6.020000 5.701000 4.836000 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 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 20 40 60 80 100 Min: 44.36 / Avg: 47.75 / Max: 49.96 Min: 69.22 / Avg: 77.38 / Max: 86.25 Min: 73.14 / Avg: 77.07 / Max: 78.94 Min: 24.02 / Avg: 28.54 / Max: 34.93 Min: 30.74 / Avg: 38.09 / Max: 44.91 Min: 34.48 / Avg: 37.96 / Max: 41.35 Min: 5.79 / Avg: 10.62 / Max: 17.61 Min: 6.65 / Avg: 13.23 / Max: 20.93 Min: 6.77 / Avg: 12.6 / Max: 20.59 Min: 11.38 / Avg: 21.68 / Max: 35 Min: 7.58 / Avg: 14.8 / Max: 25.66 Min: 9.59 / Avg: 21.32 / Max: 35.76 Min: 9.85 / Avg: 24.96 / Max: 41.32 Min: 8.3 / Avg: 20.71 / Max: 37.14 Min: 14.56 / Avg: 28.59 / Max: 46.88 Min: 15.36 / Avg: 31.49 / Max: 51.96 Min: 9 / Avg: 29.32 / Max: 48.16 Min: 6.58 / Avg: 29.78 / Max: 53.12 Min: 24.7 / Avg: 38.84 / Max: 59.62 Min: 27.24 / Avg: 55 / Max: 93.8
FinanceBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better FinanceBench 2016-06-06 GPU Temperature Monitor GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 13 26 39 52 65 Min: 50 / Avg: 51.97 / Max: 54 Min: 59 / Avg: 61.76 / Max: 66 Min: 58 / Avg: 60.14 / Max: 63 Min: 40 / Avg: 42.76 / Max: 46 Min: 43 / Avg: 48.67 / Max: 50 Min: 39 / Avg: 39.94 / Max: 41 Min: 46 / Avg: 47.39 / Max: 50 Min: 34 / Avg: 35.36 / Max: 37 Min: 39 / Avg: 39.86 / Max: 41 Min: 36 / Avg: 37.72 / Max: 40 Min: 45 / Avg: 46.81 / Max: 49 Min: 36 / Avg: 37.83 / Max: 39 Min: 37 / Avg: 38.7 / Max: 41 Min: 38 / Avg: 39.66 / Max: 42 Min: 38 / Avg: 39.74 / Max: 42 Min: 37 / Avg: 38.3 / Max: 40 Min: 45 / Avg: 46.84 / Max: 49 Min: 37 / Avg: 38.31 / Max: 40 Min: 42 / Avg: 43.96 / Max: 46 Min: 41 / Avg: 42.67 / Max: 44 Min: 44 / Avg: 46.65 / Max: 49
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 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 800 1600 2400 3200 4000 SE +/- 0.78, N = 6 SE +/- 2.34, N = 5 SE +/- 3.21, N = 7 SE +/- 2.10, N = 6 SE +/- 3.20, N = 7 SE +/- 0.31, N = 7 SE +/- 1.79, N = 7 SE +/- 0.63, N = 7 SE +/- 0.88, N = 6 SE +/- 1.27, N = 7 SE +/- 0.83, N = 7 SE +/- 1.12, N = 7 SE +/- 0.92, N = 7 SE +/- 3.83, N = 8 SE +/- 3.47, N = 8 SE +/- 2.51, N = 8 SE +/- 2.80, N = 7 SE +/- 6.26, N = 8 SE +/- 1.82, N = 7 SE +/- 1.27, N = 8 SE +/- 1.36, N = 8 1053.49 1290.48 1369.20 987.07 1392.46 1485.78 1665.72 814.50 1080.43 1199.66 1380.68 1427.43 1719.71 2012.37 1996.60 2287.03 2322.39 2432.73 2751.85 2856.83 3546.80
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 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 12 24 36 48 60 13.58 13.25 12.27 21.41 22.95 26.42 26.58 32.92 39.25 28.52 37.22 36.00 37.84 40.97 39.12 39.49 44.35 55.22 50.71 42.54
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 30 60 90 120 150 Min: 44.36 / Avg: 77.57 / Max: 126.76 Min: 70.14 / Avg: 97.38 / Max: 150.67 Min: 73.89 / Avg: 111.6 / Max: 162.3 Min: 23.93 / Avg: 46.11 / Max: 92.68 Min: 30.84 / Avg: 60.68 / Max: 114.51 Min: 34.81 / Avg: 63.05 / Max: 122.89 Min: 5.82 / Avg: 30.64 / Max: 54.32 Min: 6.93 / Avg: 32.82 / Max: 62.88 Min: 6.77 / Avg: 30.56 / Max: 59.99 Min: 11.63 / Avg: 48.41 / Max: 90.62 Min: 7.56 / Avg: 38.35 / Max: 75.53 Min: 9.61 / Avg: 47.77 / Max: 96.5 Min: 9.83 / Avg: 53.18 / Max: 107.25 Min: 8.39 / Avg: 48.73 / Max: 100.29 Min: 14.68 / Avg: 58.46 / Max: 113.02 Min: 16.01 / Avg: 58.8 / Max: 114.53 Min: 9.13 / Avg: 54.85 / Max: 109.02 Min: 6.74 / Avg: 49.84 / Max: 77.61 Min: 24.23 / Avg: 56.34 / Max: 82.22 Min: 26.8 / Avg: 83.38 / Max: 122.03
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 13 26 39 52 65 Min: 51 / Avg: 54.67 / Max: 60 Min: 61 / Avg: 63.43 / Max: 68 Min: 62 / Avg: 65.43 / Max: 69 Min: 41 / Avg: 44.06 / Max: 48 Min: 48 / Avg: 50.39 / Max: 54 Min: 38 / Avg: 40.14 / Max: 42 Min: 48 / Avg: 50.85 / Max: 54 Min: 33 / Avg: 39.25 / Max: 45 Min: 37 / Avg: 39.75 / Max: 43 Min: 34 / Avg: 38.2 / Max: 43 Min: 44 / Avg: 50.7 / Max: 60 Min: 35 / Avg: 39.81 / Max: 45 Min: 36 / Avg: 40.22 / Max: 45 Min: 36 / Avg: 40.64 / Max: 46 Min: 36 / Avg: 40.76 / Max: 45 Min: 35 / Avg: 38.57 / Max: 43 Min: 43 / Avg: 46.69 / Max: 51 Min: 35 / Avg: 38.05 / Max: 41 Min: 39 / Avg: 40.58 / Max: 42 Min: 37 / Avg: 38.85 / Max: 40 Min: 43 / Avg: 44.86 / Max: 46
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 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 50 100 150 200 250 SE +/- 0.01, N = 3 SE +/- 0.08, N = 3 SE +/- 0.19, N = 3 SE +/- 0.06, N = 3 SE +/- 0.06, N = 3 SE +/- 0.05, N = 3 SE +/- 0.11, N = 3 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.07, N = 3 SE +/- 0.06, N = 3 SE +/- 0.08, N = 3 SE +/- 0.14, N = 3 SE +/- 0.17, N = 3 SE +/- 0.11, N = 3 SE +/- 0.20, N = 3 SE +/- 0.09, N = 3 SE +/- 0.19, N = 3 SE +/- 0.21, N = 3 SE +/- 0.40, N = 3 80.47 89.28 93.03 83.52 103.79 99.64 99.82 65.59 77.10 97.94 111.39 108.06 125.33 154.81 153.03 154.74 154.35 158.82 187.73 198.37 240.44
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 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 0.4793 0.9586 1.4379 1.9172 2.3965 0.91 0.77 1.05 1.56 1.46 1.35 1.65 1.66 2.13 1.79 1.88 1.89 1.87 1.99 1.77 1.75 1.87 1.99 2.13 1.89
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 40 80 120 160 200 Min: 46.46 / Avg: 88.78 / Max: 114.99 Min: 70.27 / Avg: 115.28 / Max: 143.05 Min: 16.88 / Avg: 88.52 / Max: 151.05 Min: 23.24 / Avg: 53.7 / Max: 85.91 Min: 31.67 / Avg: 70.87 / Max: 115.12 Min: 35.3 / Avg: 74.03 / Max: 118.52 Min: 5.96 / Avg: 39.67 / Max: 54.51 Min: 6.55 / Avg: 46.45 / Max: 64.99 Min: 6.78 / Avg: 46.02 / Max: 67.2 Min: 11.36 / Avg: 62.38 / Max: 93.26 Min: 7.49 / Avg: 57.4 / Max: 84.31 Min: 9.68 / Avg: 66.44 / Max: 105.07 Min: 10.02 / Avg: 82.91 / Max: 123.91 Min: 8.77 / Avg: 77 / Max: 117.42 Min: 14.56 / Avg: 87.18 / Max: 128.88 Min: 15.5 / Avg: 88.31 / Max: 129.77 Min: 8.97 / Avg: 85.01 / Max: 124.21 Min: 6.49 / Avg: 94.19 / Max: 158.84 Min: 24.13 / Avg: 93.33 / Max: 165.41 Min: 25.97 / Avg: 127.49 / Max: 193.87
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 14 28 42 56 70 Min: 53 / Avg: 59.61 / Max: 65 Min: 65 / Avg: 68.95 / Max: 72 Min: 51 / Avg: 61.84 / Max: 72 Min: 41 / Avg: 47.1 / Max: 52 Min: 49 / Avg: 54.4 / Max: 58 Min: 39 / Avg: 42.1 / Max: 45 Min: 52 / Avg: 55.19 / Max: 59 Min: 36 / Avg: 46.06 / Max: 52 Min: 38 / Avg: 44.26 / Max: 49 Min: 36 / Avg: 44.36 / Max: 51 Min: 42 / Avg: 51.43 / Max: 57 Min: 37 / Avg: 45.59 / Max: 52 Min: 38 / Avg: 44.63 / Max: 51 Min: 38 / Avg: 45.63 / Max: 52 Min: 39 / Avg: 46.52 / Max: 53 Min: 36 / Avg: 42.39 / Max: 47 Min: 45 / Avg: 53.21 / Max: 60 Min: 36 / Avg: 41.87 / Max: 46 Min: 39 / Avg: 43.93 / Max: 50 Min: 36 / Avg: 42.24 / Max: 49 Min: 42 / Avg: 47.25 / Max: 52
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 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 700 1400 2100 2800 3500 SE +/- 0.69, N = 7 SE +/- 0.66, N = 8 SE +/- 0.79, N = 8 SE +/- 0.68, N = 7 SE +/- 1.14, N = 8 SE +/- 0.27, N = 8 SE +/- 0.60, N = 8 SE +/- 0.31, N = 7 SE +/- 0.61, N = 7 SE +/- 0.61, N = 7 SE +/- 1.11, N = 8 SE +/- 0.87, N = 8 SE +/- 2.01, N = 8 SE +/- 1.35, N = 8 SE +/- 1.79, N = 8 SE +/- 1.66, N = 8 SE +/- 1.77, N = 8 SE +/- 1.80, N = 9 SE +/- 1.58, N = 8 SE +/- 2.36, N = 8 SE +/- 2.93, N = 9 810.50 1029.36 1106.29 775.73 1052.64 1070.90 1154.13 573.67 740.17 858.90 1080.11 1038.86 1285.58 1585.76 1575.65 1712.75 1726.60 1815.92 2406.16 2544.67 3041.40
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 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 7 14 21 28 35 9.15 8.96 9.27 14.83 15.79 16.07 16.68 18.63 23.22 20.26 23.03 22.78 26.08 26.35 25.60 22.97 27.78 32.19 29.05 28.29
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 40 80 120 160 200 Min: 44.94 / Avg: 88.58 / Max: 148.09 Min: 71.34 / Avg: 114.86 / Max: 179.91 Min: 74.57 / Avg: 119.34 / Max: 192.7 Min: 23.62 / Avg: 52.3 / Max: 100.05 Min: 36.19 / Avg: 66.66 / Max: 133.9 Min: 35.3 / Avg: 71.8 / Max: 130.83 Min: 6.33 / Avg: 34.39 / Max: 60.91 Min: 6.51 / Avg: 39.72 / Max: 74.35 Min: 6.92 / Avg: 36.98 / Max: 74.69 Min: 11.35 / Avg: 53.31 / Max: 107.06 Min: 8.36 / Avg: 45.12 / Max: 91.44 Min: 9.8 / Avg: 56.43 / Max: 120.67 Min: 10.43 / Avg: 60.79 / Max: 139.03 Min: 8.77 / Avg: 59.8 / Max: 132.88 Min: 14.88 / Avg: 66.89 / Max: 143.43 Min: 15.73 / Avg: 75.18 / Max: 145.8 Min: 9.28 / Avg: 65.37 / Max: 139.25 Min: 7.96 / Avg: 74.76 / Max: 183.39 Min: 32.24 / Avg: 87.61 / Max: 201.38 Min: 27.96 / Avg: 107.5 / Max: 218.08
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 14 28 42 56 70 Min: 58 / Avg: 61.76 / Max: 66 Min: 67 / Avg: 69.24 / Max: 72 Min: 64 / Avg: 67.24 / Max: 71 Min: 45 / Avg: 48.37 / Max: 52 Min: 54 / Avg: 56.11 / Max: 58 Min: 41 / Avg: 42.8 / Max: 45 Min: 55 / Avg: 56.37 / Max: 58 Min: 43 / Avg: 47.88 / Max: 53 Min: 44 / Avg: 46.4 / Max: 49 Min: 44 / Avg: 47.11 / Max: 51 Min: 42 / Avg: 49.72 / Max: 59 Min: 42 / Avg: 45.85 / Max: 50 Min: 43 / Avg: 45.98 / Max: 51 Min: 43 / Avg: 45.65 / Max: 50 Min: 46 / Avg: 48.28 / Max: 52 Min: 40 / Avg: 42.73 / Max: 47 Min: 54 / Avg: 55.91 / Max: 59 Min: 40 / Avg: 42.43 / Max: 46 Min: 44 / Avg: 45.91 / Max: 49 Min: 55 / Avg: 58.62 / Max: 63 Min: 46 / Avg: 48.91 / Max: 52
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 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 60 120 180 240 300 SE +/- 0.15, N = 3 SE +/- 0.09, N = 3 SE +/- 0.06, N = 3 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.07, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.07, N = 3 SE +/- 0.05, N = 3 SE +/- 0.08, N = 3 SE +/- 0.06, N = 3 SE +/- 0.09, N = 3 SE +/- 0.12, N = 3 SE +/- 0.12, N = 3 SE +/- 0.09, N = 3 SE +/- 0.12, N = 3 SE +/- 0.21, N = 3 SE +/- 0.25, N = 3 SE +/- 0.35, N = 3 82.21 99.84 105.39 79.13 108.46 108.23 112.28 59.37 73.17 87.25 100.51 98.99 125.23 146.90 147.87 149.69 151.99 159.79 212.11 227.30 259.01
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 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 0.4883 0.9766 1.4649 1.9532 2.4415 0.82 1.04 0.81 1.29 1.63 1.40 1.24 1.31 1.58 1.70 1.48 1.74 1.55 1.55 1.47 1.41 1.62 2.17 2.12 1.71
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 40 80 120 160 200 Min: 46.1 / Avg: 99.8 / Max: 146.5 Min: 16.39 / Avg: 95.98 / Max: 176.88 Min: 73.76 / Avg: 130.75 / Max: 189.31 Min: 25.45 / Avg: 61.56 / Max: 104.99 Min: 33.12 / Avg: 66.54 / Max: 135.5 Min: 35.29 / Avg: 80.29 / Max: 151.39 Min: 6.57 / Avg: 47.69 / Max: 62.44 Min: 6.77 / Avg: 55.77 / Max: 75.88 Min: 6.93 / Avg: 55.27 / Max: 77.2 Min: 11.41 / Avg: 59.29 / Max: 109.55 Min: 8.16 / Avg: 66.74 / Max: 95.39 Min: 9.96 / Avg: 71.86 / Max: 128.42 Min: 10.08 / Avg: 94.98 / Max: 148.4 Min: 9.41 / Avg: 95.27 / Max: 148.67 Min: 14.66 / Avg: 101.94 / Max: 153.35 Min: 17.06 / Avg: 107.86 / Max: 161.23 Min: 9.28 / Avg: 98.38 / Max: 149.26 Min: 7.18 / Avg: 97.64 / Max: 203.73 Min: 26.74 / Avg: 107.42 / Max: 218.66 Min: 27.79 / Avg: 151.47 / Max: 234.26
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 15 30 45 60 75 Min: 56 / Avg: 64.44 / Max: 71 Min: 57 / Avg: 64.76 / Max: 73 Min: 61 / Avg: 69.07 / Max: 77 Min: 44 / Avg: 51.53 / Max: 58 Min: 51 / Avg: 55.31 / Max: 61 Min: 41 / Avg: 44.33 / Max: 48 Min: 51 / Avg: 57.61 / Max: 63 Min: 46 / Avg: 54.77 / Max: 59 Min: 48 / Avg: 52.67 / Max: 56 Min: 48 / Avg: 54.65 / Max: 59 Min: 43 / Avg: 51.23 / Max: 61 Min: 44 / Avg: 50.73 / Max: 55 Min: 44 / Avg: 49.7 / Max: 58 Min: 45 / Avg: 51.65 / Max: 58 Min: 49 / Avg: 54.73 / Max: 60 Min: 42 / Avg: 47.79 / Max: 52 Min: 57 / Avg: 62.63 / Max: 67 Min: 43 / Avg: 48 / Max: 52 Min: 45 / Avg: 48.38 / Max: 55 Min: 50 / Avg: 53.57 / Max: 60 Min: 46 / Avg: 51.55 / Max: 57
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 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 200 400 600 800 1000 SE +/- 0.41, N = 4 SE +/- 0.57, N = 4 SE +/- 0.30, N = 4 SE +/- 0.09, N = 4 SE +/- 0.44, N = 4 SE +/- 0.07, N = 4 SE +/- 0.35, N = 4 SE +/- 0.34, N = 4 SE +/- 0.08, N = 4 SE +/- 0.07, N = 4 SE +/- 0.17, N = 4 SE +/- 0.06, N = 4 SE +/- 0.19, N = 4 SE +/- 0.28, N = 5 SE +/- 0.29, N = 5 SE +/- 0.28, N = 5 SE +/- 0.58, N = 5 SE +/- 0.50, N = 5 SE +/- 1.41, N = 5 SE +/- 0.80, N = 5 SE +/- 1.06, N = 6 228.46 267.88 294.10 227.23 314.83 331.84 398.82 201.27 269.17 289.42 298.77 313.08 390.07 438.26 444.84 500.26 544.54 588.04 753.75 775.69 1013.50
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 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 2 4 6 8 10 2.18 2.10 2.21 3.48 3.83 4.96 4.87 5.90 6.63 5.13 5.82 5.73 6.01 6.24 6.45 6.16 7.48 8.14 7.85 7.98
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 40 80 120 160 200 Min: 45.23 / Avg: 104.99 / Max: 148.25 Min: 70.07 / Avg: 127.83 / Max: 177.92 Min: 73.9 / Avg: 133.17 / Max: 182.51 Min: 24.51 / Avg: 65.27 / Max: 103.19 Min: 36.16 / Avg: 82.25 / Max: 155.43 Min: 35.4 / Avg: 80.4 / Max: 160.01 Min: 6.53 / Avg: 41.35 / Max: 58.89 Min: 6.81 / Avg: 45.61 / Max: 70.76 Min: 6.95 / Avg: 43.66 / Max: 68.27 Min: 11.5 / Avg: 58.25 / Max: 91.15 Min: 8.3 / Avg: 53.76 / Max: 85.43 Min: 9.89 / Avg: 68.07 / Max: 115.61 Min: 9.85 / Avg: 72.9 / Max: 120.67 Min: 9.94 / Avg: 71.27 / Max: 114.73 Min: 14.73 / Avg: 77.52 / Max: 120.59 Min: 16.11 / Avg: 88.43 / Max: 134.68 Min: 9.31 / Avg: 78.65 / Max: 123.51 Min: 7.96 / Avg: 92.65 / Max: 172.43 Min: 25.76 / Avg: 98.8 / Max: 176.19 Min: 28.28 / Avg: 126.97 / Max: 200.51
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 14 28 42 56 70 Min: 60 / Avg: 66.7 / Max: 71 Min: 65 / Avg: 70.14 / Max: 74 Min: 66 / Avg: 70.32 / Max: 74 Min: 48 / Avg: 52.93 / Max: 56 Min: 55 / Avg: 59.63 / Max: 63 Min: 43 / Avg: 45.07 / Max: 47 Min: 56 / Avg: 59.11 / Max: 62 Min: 47 / Avg: 53.79 / Max: 58 Min: 50 / Avg: 52.73 / Max: 55 Min: 49 / Avg: 53.32 / Max: 56 Min: 43 / Avg: 51.52 / Max: 57 Min: 44 / Avg: 49.12 / Max: 52 Min: 47 / Avg: 50.95 / Max: 55 Min: 46 / Avg: 50.76 / Max: 54 Min: 50 / Avg: 53.33 / Max: 56 Min: 43 / Avg: 46.77 / Max: 49 Min: 58 / Avg: 60.73 / Max: 63 Min: 44 / Avg: 46.93 / Max: 49 Min: 47 / Avg: 50.16 / Max: 53 Min: 51 / Avg: 53.47 / Max: 56 Min: 49 / Avg: 52.98 / Max: 56
LeelaChessZero Backend: OpenCL OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.26 Backend: OpenCL GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 6K 12K 18K 24K 30K SE +/- 43.89, N = 3 SE +/- 28.99, N = 3 SE +/- 27.94, N = 3 SE +/- 28.32, N = 3 SE +/- 85.75, N = 3 SE +/- 57.21, N = 3 SE +/- 6.17, N = 3 SE +/- 19.16, N = 3 SE +/- 3.38, N = 3 SE +/- 54.30, N = 3 SE +/- 56.77, N = 3 SE +/- 64.75, N = 3 SE +/- 61.94, N = 3 SE +/- 70.73, N = 3 SE +/- 28.58, N = 3 SE +/- 77.45, N = 3 SE +/- 79.08, N = 3 SE +/- 55.16, N = 3 SE +/- 20.50, N = 3 SE +/- 105.81, N = 3 6265 8283 9066 5933 9750 9947 12662 3101 5151 5895 7366 7733 10290 12335 12311 14730 15442 17501 21839 22424 28982 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 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 20 40 60 80 100 38.04 39.09 39.06 53.83 68.72 73.86 47.40 57.19 62.39 61.68 65.81 68.29 74.56 74.92 79.82 79.06 90.18 90.17 92.25 100.10
LeelaChessZero GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LeelaChessZero 0.26 GPU Power Consumption Monitor GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 60 120 180 240 300 Min: 46.2 / Avg: 164.7 / Max: 179.3 Min: 71.99 / Avg: 211.88 / Max: 234.37 Min: 74.81 / Avg: 232.11 / Max: 252.29 Min: 24.89 / Avg: 110.21 / Max: 121.15 Min: 32.1 / Avg: 141.88 / Max: 158.33 Min: 38.49 / Avg: 171.42 / Max: 192.49 Min: 6.78 / Avg: 65.42 / Max: 69.66 Min: 7.1 / Avg: 90.06 / Max: 97.22 Min: 7.22 / Avg: 94.49 / Max: 103.26 Min: 13.18 / Avg: 119.43 / Max: 127.66 Min: 8.23 / Avg: 117.51 / Max: 127.83 Min: 9.98 / Avg: 150.69 / Max: 164.05 Min: 10.41 / Avg: 165.45 / Max: 177.84 Min: 10.41 / Avg: 164.33 / Max: 179.55 Min: 16.33 / Avg: 184.55 / Max: 211.14 Min: 16.75 / Avg: 195.31 / Max: 219.29 Min: 9.63 / Avg: 194.07 / Max: 228.85 Min: 8.08 / Avg: 242.19 / Max: 270.23 Min: 29.44 / Avg: 243.07 / Max: 285.71 Min: 27.87 / Avg: 289.53 / Max: 318.09
LeelaChessZero GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LeelaChessZero 0.26 GPU Temperature Monitor GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 16 32 48 64 80 Min: 66 / Avg: 79.26 / Max: 80 Min: 70 / Avg: 81.97 / Max: 84 Min: 70 / Avg: 82.6 / Max: 84 Min: 55 / Avg: 67.85 / Max: 69 Min: 62 / Avg: 76.77 / Max: 78 Min: 42 / Avg: 54.96 / Max: 57 Min: 64 / Avg: 81.05 / Max: 83 Min: 51 / Avg: 66.26 / Max: 67 Min: 54 / Avg: 64.93 / Max: 66 Min: 57 / Avg: 72.92 / Max: 74 Min: 44 / Avg: 66.63 / Max: 68 Min: 47 / Avg: 64.77 / Max: 66 Min: 52 / Avg: 71.03 / Max: 73 Min: 51 / Avg: 71.87 / Max: 74 Min: 55 / Avg: 73.93 / Max: 75 Min: 49 / Avg: 68.78 / Max: 71 Min: 62 / Avg: 81.37 / Max: 83 Min: 50 / Avg: 70.11 / Max: 73 Min: 52 / Avg: 75.77 / Max: 78 Min: 51 / Avg: 73.94 / Max: 77 Min: 49 / Avg: 70.52 / Max: 72
cl-mem Benchmark: Read OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Read GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 150 300 450 600 750 SE +/- 0.08, N = 5 SE +/- 0.17, N = 6 SE +/- 0.20, N = 6 SE +/- 0.02, N = 5 SE +/- 0.03, N = 6 SE +/- 0.03, N = 6 SE +/- 0.08, N = 6 SE +/- 0.04, N = 4 SE +/- 0.04, N = 5 SE +/- 0.02, N = 5 SE +/- 0.07, N = 7 SE +/- 0.07, N = 6 SE +/- 0.08, N = 7 SE +/- 0.13, N = 8 SE +/- 0.10, N = 8 SE +/- 0.09, N = 8 SE +/- 0.42, N = 8 SE +/- 0.11, N = 8 SE +/- 0.13, N = 8 SE +/- 0.13, N = 9 SE +/- 0.17, N = 9 165.3 266.0 243.5 154.4 206.2 206.2 229.6 108.7 167.0 163.9 296.6 251.2 297.4 396.8 396.9 396.8 396.5 437.6 545.7 567.7 672.9 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 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 1.3163 2.6326 3.9489 5.2652 6.5815 2.27 2.30 2.20 2.98 3.01 3.10 2.88 3.76 3.77 4.45 4.56 4.52 5.22 5.66 4.82 4.96 5.85 5.33 5.58 4.81
cl-mem GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better cl-mem 2017-01-13 GPU Power Consumption Monitor GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 40 80 120 160 200 Min: 15.68 / Avg: 72.69 / Max: 100.06 Min: 69.85 / Avg: 115.43 / Max: 146.67 Min: 17.53 / Avg: 110.76 / Max: 152.34 Min: 6.43 / Avg: 51.86 / Max: 65.6 Min: 8.06 / Avg: 68.47 / Max: 88.51 Min: 7.73 / Avg: 74.08 / Max: 97.87 Min: 5.86 / Avg: 37.78 / Max: 50.37 Min: 6.61 / Avg: 44.43 / Max: 62.88 Min: 6.76 / Avg: 43.53 / Max: 62.07 Min: 11.46 / Avg: 66.65 / Max: 106.04 Min: 7.91 / Avg: 55.05 / Max: 81.15 Min: 9.66 / Avg: 65.73 / Max: 95.06 Min: 9.64 / Avg: 76.07 / Max: 126.07 Min: 7.94 / Avg: 70.09 / Max: 119.29 Min: 14.69 / Avg: 82.27 / Max: 130.98 Min: 14.7 / Avg: 79.89 / Max: 122.73 Min: 9.01 / Avg: 74.81 / Max: 121.28 Min: 6.34 / Avg: 102.41 / Max: 177.98 Min: 24.41 / Avg: 101.82 / Max: 176.14 Min: 22.03 / Avg: 139.91 / Max: 245.26
cl-mem GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better cl-mem 2017-01-13 GPU Temperature Monitor GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 14 28 42 56 70 Min: 49 / Avg: 54.56 / Max: 58 Min: 65 / Avg: 68 / Max: 71 Min: 55 / Avg: 62.65 / Max: 68 Min: 37 / Avg: 43.07 / Max: 46 Min: 46 / Avg: 50.74 / Max: 54 Min: 37 / Avg: 40.67 / Max: 43 Min: 47 / Avg: 51.85 / Max: 55 Min: 32 / Avg: 40.14 / Max: 45 Min: 35 / Avg: 39.97 / Max: 43 Min: 35 / Avg: 41.72 / Max: 46 Min: 45 / Avg: 51.63 / Max: 58 Min: 34 / Avg: 40.98 / Max: 46 Min: 36 / Avg: 43.18 / Max: 48 Min: 34 / Avg: 41.84 / Max: 47 Min: 37 / Avg: 43.88 / Max: 49 Min: 34 / Avg: 39.4 / Max: 43 Min: 44 / Avg: 51.47 / Max: 57 Min: 35 / Avg: 40.7 / Max: 44 Min: 38 / Avg: 43.54 / Max: 48 Min: 38 / Avg: 43.98 / Max: 49 Min: 56 / Avg: 59.4 / Max: 62
cl-mem Benchmark: Write OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Write GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 140 280 420 560 700 SE +/- 0.20, N = 5 SE +/- 0.14, N = 6 SE +/- 0.08, N = 6 SE +/- 0.02, N = 5 SE +/- 0.03, N = 6 SE +/- 0.03, N = 6 SE +/- 0.09, N = 6 SE +/- 0.02, N = 4 SE +/- 0.04, N = 5 SE +/- 0.04, N = 5 SE +/- 0.36, N = 7 SE +/- 0.14, N = 6 SE +/- 0.46, N = 7 SE +/- 0.29, N = 8 SE +/- 0.29, N = 8 SE +/- 0.29, N = 8 SE +/- 0.51, N = 8 SE +/- 0.27, N = 8 SE +/- 0.21, N = 8 SE +/- 0.97, N = 9 SE +/- 0.40, N = 9 159.1 245.9 237.6 148.1 199.5 198.2 225.6 104.4 145.8 157.3 240.7 223.9 258.7 341.3 328.5 322.9 338.1 352.9 449.5 491.7 642.5 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 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 1.0553 2.1106 3.1659 4.2212 5.2765 1.93 2.27 2.05 2.76 2.83 2.94 2.74 3.27 3.62 3.63 4.22 3.93 4.40 4.55 3.88 4.17 4.52 4.52 4.68 4.69
cl-mem GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better cl-mem 2017-01-13 GPU Power Consumption Monitor GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 40 80 120 160 200 Min: 60.93 / Avg: 82.47 / Max: 100.64 Min: 18.49 / Avg: 108.54 / Max: 146.76 Min: 93.03 / Avg: 115.82 / Max: 151.93 Min: 24.31 / Avg: 53.67 / Max: 65.12 Min: 31.42 / Avg: 70.62 / Max: 89.23 Min: 35.2 / Avg: 76.67 / Max: 98.18 Min: 5.9 / Avg: 38.15 / Max: 50.33 Min: 6.61 / Avg: 44.61 / Max: 63.24 Min: 6.89 / Avg: 43.43 / Max: 62.17 Min: 11.14 / Avg: 66.31 / Max: 103.06 Min: 7.88 / Avg: 53.03 / Max: 81.55 Min: 9.72 / Avg: 65.87 / Max: 95.18 Min: 9.7 / Avg: 77.53 / Max: 126.24 Min: 9.11 / Avg: 72.24 / Max: 119.83 Min: 14.71 / Avg: 83.17 / Max: 130.62 Min: 15.4 / Avg: 81 / Max: 123.59 Min: 9.1 / Avg: 78.12 / Max: 121.36 Min: 6.92 / Avg: 99.36 / Max: 179.45 Min: 24.62 / Avg: 105.03 / Max: 180.29 Min: 17.74 / Avg: 136.86 / Max: 242.99
cl-mem GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better cl-mem 2017-01-13 GPU Temperature Monitor GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 14 28 42 56 70 Min: 57 / Avg: 58.76 / Max: 61 Min: 66 / Avg: 68.88 / Max: 71 Min: 66 / Avg: 69 / Max: 71 Min: 43 / Avg: 46 / Max: 48 Min: 52 / Avg: 54.31 / Max: 56 Min: 40 / Avg: 42.17 / Max: 43 Min: 54 / Avg: 55.48 / Max: 57 Min: 38 / Avg: 44.77 / Max: 48 Min: 39 / Avg: 43.17 / Max: 46 Min: 41 / Avg: 45.95 / Max: 49 Min: 43 / Avg: 51.57 / Max: 57 Min: 39 / Avg: 44.42 / Max: 48 Min: 41 / Avg: 46.02 / Max: 49 Min: 39 / Avg: 44.81 / Max: 49 Min: 43 / Avg: 48.16 / Max: 52 Min: 37 / Avg: 41.82 / Max: 45 Min: 51 / Avg: 56.39 / Max: 60 Min: 38 / Avg: 42.8 / Max: 46 Min: 42 / Avg: 46.55 / Max: 50 Min: 42 / Avg: 47.1 / Max: 51 Min: 53 / Avg: 56.51 / Max: 59
cl-mem Benchmark: Copy OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Copy GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 80 160 240 320 400 SE +/- 0.02, N = 5 SE +/- 0.07, N = 6 SE +/- 0.11, N = 6 SE +/- 0.02, N = 5 SE +/- 0.02, N = 6 SE +/- 0.03, N = 6 SE +/- 0.02, N = 6 SE +/- 0.00, N = 4 SE +/- 0.00, N = 5 SE +/- 0.17, N = 5 SE +/- 0.05, N = 7 SE +/- 0.06, N = 6 SE +/- 0.06, N = 7 SE +/- 0.06, N = 8 SE +/- 0.09, N = 8 SE +/- 0.07, N = 8 SE +/- 0.06, N = 8 SE +/- 0.05, N = 8 SE +/- 0.10, N = 8 SE +/- 0.08, N = 9 SE +/- 0.14, N = 9 145.0 217.8 214.4 138.5 183.3 184.1 207.4 99.2 143.8 145.9 240.2 211.1 239.4 288.0 284.4 292.1 290.0 301.7 324.0 322.7 355.3 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 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 0.8843 1.7686 2.6529 3.5372 4.4215 2.18 1.92 1.89 2.69 2.58 2.74 2.60 3.23 3.37 3.66 3.78 3.60 3.76 3.70 3.48 3.56 3.93 3.39 2.97 2.56
cl-mem GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better cl-mem 2017-01-13 GPU Power Consumption Monitor GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 40 80 120 160 200 Min: 16.07 / Avg: 66.51 / Max: 100.73 Min: 70.04 / Avg: 113.39 / Max: 145.08 Min: 18.19 / Avg: 113.58 / Max: 154.46 Min: 6.63 / Avg: 51.44 / Max: 65.21 Min: 31.52 / Avg: 71.15 / Max: 89.67 Min: 40.62 / Avg: 75.69 / Max: 96.37 Min: 6.04 / Avg: 38.17 / Max: 50.72 Min: 6.76 / Avg: 44.51 / Max: 63.05 Min: 6.88 / Avg: 43.23 / Max: 62.12 Min: 11.35 / Avg: 65.62 / Max: 103.9 Min: 8.15 / Avg: 55.88 / Max: 81.89 Min: 9.82 / Avg: 66.41 / Max: 95.02 Min: 9.53 / Avg: 76.61 / Max: 127.01 Min: 8.9 / Avg: 76.97 / Max: 119.89 Min: 14.69 / Avg: 83.86 / Max: 130.59 Min: 15.43 / Avg: 81.51 / Max: 124.13 Min: 9.12 / Avg: 76.7 / Max: 121.49 Min: 6.91 / Avg: 95.45 / Max: 179.38 Min: 24.83 / Avg: 108.7 / Max: 182.31 Min: 22.41 / Avg: 138.97 / Max: 242.86
cl-mem GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better cl-mem 2017-01-13 GPU Temperature Monitor GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 14 28 42 56 70 Min: 54 / Avg: 57.67 / Max: 60 Min: 69 / Avg: 70.14 / Max: 71 Min: 64 / Avg: 67.47 / Max: 70 Min: 41 / Avg: 45.85 / Max: 48 Min: 54 / Avg: 55.55 / Max: 57 Min: 40 / Avg: 42.57 / Max: 44 Min: 55 / Avg: 56.15 / Max: 57 Min: 41 / Avg: 46.97 / Max: 50 Min: 41 / Avg: 44.91 / Max: 47 Min: 43 / Avg: 48.22 / Max: 51 Min: 43 / Avg: 51.52 / Max: 57 Min: 41 / Avg: 45.88 / Max: 49 Min: 42 / Avg: 47.19 / Max: 50 Min: 40 / Avg: 45.84 / Max: 49 Min: 45 / Avg: 49.78 / Max: 53 Min: 39 / Avg: 42.89 / Max: 46 Min: 53 / Avg: 57.84 / Max: 61 Min: 40 / Avg: 43.87 / Max: 47 Min: 44 / Avg: 47.91 / Max: 51 Min: 44 / Avg: 48.5 / Max: 52 Min: 53 / Avg: 56.63 / Max: 59
RedShift Demo OpenBenchmarking.org Seconds, Fewer Is Better RedShift Demo 3.0 GTX 980 GTX 980 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 RTX 3080 300 600 900 1200 1500 SE +/- 1.15, N = 3 SE +/- 4.37, N = 3 SE +/- 0.33, N = 3 SE +/- 0.88, N = 3 SE +/- 0.88, N = 3 SE +/- 0.33, N = 3 SE +/- 1.45, N = 3 SE +/- 0.58, N = 3 SE +/- 0.88, N = 3 SE +/- 0.33, N = 3 1002 766 1054 755 731 741 1400 1215 896 756 787 468 377 376 349 341 324 247 235 165
RedShift Demo GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better RedShift Demo 3.0 GPU Power Consumption Monitor GTX 980 GTX 980 Ti 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 RTX 3080 50 100 150 200 250 Min: 15 / Avg: 125.28 / Max: 136.73 Min: 15.51 / Avg: 161.77 / Max: 176.04 Min: 6.63 / Avg: 77.76 / Max: 90.92 Min: 32.9 / Avg: 108.21 / Max: 128.65 Min: 7.09 / Avg: 112.28 / Max: 139.33 Min: 5.56 / Avg: 53.57 / Max: 57.96 Min: 6.55 / Avg: 65.11 / Max: 70.96 Min: 6.71 / Avg: 70.62 / Max: 78.17 Min: 10.55 / Avg: 100.01 / Max: 108.5 Min: 7.63 / Avg: 88.74 / Max: 96.89 Min: 9.52 / Avg: 114.27 / Max: 123.55 Min: 9.6 / Avg: 135.63 / Max: 146.74 Min: 7.68 / Avg: 132.67 / Max: 145.1 Min: 14.64 / Avg: 142.9 / Max: 155.62 Min: 13.94 / Avg: 155.31 / Max: 171.13 Min: 9.98 / Avg: 144.27 / Max: 160.08 Min: 6.14 / Avg: 209.2 / Max: 232.7 Min: 6.03 / Avg: 219.28 / Max: 247.9 Min: 25.64 / Avg: 273.21 / Max: 297.7
RedShift Demo GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better RedShift Demo 3.0 GPU Temperature Monitor GTX 980 GTX 980 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 RTX 3080 15 30 45 60 75 Min: 36 / Avg: 71.51 / Max: 74 Min: 34 / Avg: 78.32 / Max: 81 Min: 26 / Avg: 56.81 / Max: 58 Min: 31 / Avg: 66.97 / Max: 70 Min: 33 / Avg: 48.42 / Max: 50 Min: 31 / Avg: 68.27 / Max: 71 Min: 27 / Avg: 59.57 / Max: 62 Min: 30 / Avg: 59.02 / Max: 61 Min: 30 / Avg: 65.88 / Max: 68 Min: 33 / Avg: 61.55 / Max: 63 Min: 29 / Avg: 56.85 / Max: 59 Min: 30 / Avg: 61.35 / Max: 64 Min: 31 / Avg: 64.19 / Max: 68 Min: 29 / Avg: 66.08 / Max: 70 Min: 28 / Avg: 58.37 / Max: 63 Min: 29 / Avg: 71.95 / Max: 77 Min: 28 / Avg: 59.16 / Max: 65 Min: 31 / Avg: 68.02 / Max: 74 Min: 31 / Avg: 67.54 / Max: 74 Min: 47 / Avg: 68.71 / Max: 72
Geekbench Test: GPU OpenCL OpenBenchmarking.org Score, More Is Better Geekbench 5 Test: GPU OpenCL GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 Ti RTX 2060 RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 40K 80K 120K 160K 200K SE +/- 154.22, N = 3 SE +/- 68.74, N = 3 SE +/- 65.90, N = 3 SE +/- 88.72, N = 3 SE +/- 349.19, N = 3 SE +/- 465.09, N = 3 SE +/- 404.96, N = 3 SE +/- 386.36, N = 3 SE +/- 781.11, N = 3 SE +/- 470.01, N = 3 SE +/- 1896.71, N = 3 SE +/- 1779.71, N = 4 SE +/- 1122.43, N = 3 SE +/- 587.09, N = 3 SE +/- 2457.85, N = 3 37380 48445 56051 39538 57687 59201 67976 81314 91992 105052 111738 121865 151183 158281 198050
Geekbench Test: GPU Vulkan OpenBenchmarking.org Score, More Is Better Geekbench 5 Test: GPU Vulkan GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 Ti RTX 2060 RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 30K 60K 90K 120K 150K SE +/- 92.05, N = 3 SE +/- 257.26, N = 3 SE +/- 314.18, N = 3 SE +/- 69.33, N = 3 SE +/- 452.02, N = 3 SE +/- 303.61, N = 3 SE +/- 473.86, N = 3 SE +/- 764.50, N = 8 SE +/- 776.53, N = 10 SE +/- 1305.93, N = 3 SE +/- 1355.59, N = 4 SE +/- 1115.20, N = 3 SE +/- 1275.63, N = 12 SE +/- 1195.06, N = 15 SE +/- 1627.30, N = 3 38241 51683 66570 36914 53171 53827 61834 74474 83900 94062 98365 107002 131964 134998 157832
Geekbench Test: GPU NVIDIA CUDA OpenBenchmarking.org Score, More Is Better Geekbench 5 Test: GPU NVIDIA CUDA GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 Ti RTX 2060 RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 50K 100K 150K 200K 250K SE +/- 99.34, N = 3 SE +/- 107.97, N = 3 SE +/- 130.02, N = 3 SE +/- 92.48, N = 3 SE +/- 337.91, N = 3 SE +/- 586.32, N = 3 SE +/- 164.65, N = 3 SE +/- 231.16, N = 3 SE +/- 296.10, N = 3 SE +/- 1446.03, N = 3 SE +/- 1027.18, N = 3 SE +/- 974.37, N = 3 SE +/- 877.98, N = 3 SE +/- 1436.75, N = 3 SE +/- 493.64, N = 3 34159 45398 51563 40144 58530 60662 69068 84185 98837 110656 119049 129755 163086 171133 215842
VkFFT OpenBenchmarking.org Benchmark Score, More Is Better VkFFT 2020-09-29 GTX 1060 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 RTX 3080 11K 22K 33K 44K 55K SE +/- 30.94, N = 3 SE +/- 41.53, N = 3 SE +/- 12.41, N = 3 SE +/- 12.06, N = 3 SE +/- 20.28, N = 3 SE +/- 50.89, N = 3 SE +/- 28.10, N = 3 SE +/- 47.07, N = 3 SE +/- 39.01, N = 3 SE +/- 70.64, N = 3 SE +/- 41.73, N = 3 SE +/- 94.29, N = 3 SE +/- 9.64, N = 3 SE +/- 62.20, N = 3 SE +/- 130.48, N = 3 SE +/- 129.94, N = 3 12916 20887 9495 13073 13765 18733 18213 21217 27018 27044 28070 28987 31364 37847 40210 51625
Caffe Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 1000 OpenBenchmarking.org Milli-Seconds, Fewer Is Better Caffe 2020-02-13 Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 1000 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 RTX 3080 7K 14K 21K 28K 35K SE +/- 18.51, N = 3 SE +/- 18.35, N = 3 SE +/- 21.62, N = 3 SE +/- 19.25, N = 3 SE +/- 19.83, N = 3 SE +/- 9.47, N = 3 SE +/- 18.89, N = 3 SE +/- 16.23, N = 3 SE +/- 5.92, N = 3 SE +/- 19.85, N = 3 SE +/- 13.59, N = 3 SE +/- 8.23, N = 3 SE +/- 14.86, N = 3 SE +/- 3.94, N = 6 34685.00 26241.10 23202.20 18988.40 19731.60 14962.30 12606.40 12436.70 11802.60 11920.60 10587.40 9190.08 8899.74 7715.49 1. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
Caffe Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 1000 OpenBenchmarking.org Milli-Seconds, Fewer Is Better Caffe 2020-02-13 Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 1000 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 RTX 3080 20K 40K 60K 80K 100K SE +/- 69.13, N = 3 SE +/- 83.38, N = 3 SE +/- 62.61, N = 3 SE +/- 55.27, N = 3 SE +/- 89.76, N = 3 SE +/- 78.83, N = 3 SE +/- 46.76, N = 3 SE +/- 26.53, N = 3 SE +/- 62.18, N = 3 SE +/- 71.84, N = 3 SE +/- 45.98, N = 3 SE +/- 109.27, N = 3 SE +/- 62.63, N = 3 SE +/- 33.74, N = 3 79748.8 60241.2 58658.4 51531.0 50755.7 40090.1 35693.3 35643.3 32852.9 33111.2 31775.1 28295.0 28086.0 24355.2 1. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
NCNN Target: Vulkan GPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: vgg16 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 RTX 3080 6 12 18 24 30 SE +/- 0.19, N = 4 SE +/- 0.08, N = 15 SE +/- 0.14, N = 3 SE +/- 0.03, N = 4 SE +/- 0.27, N = 3 SE +/- 0.12, N = 7 SE +/- 0.17, N = 3 SE +/- 0.09, N = 15 SE +/- 0.06, N = 15 SE +/- 0.56, N = 3 SE +/- 0.22, N = 3 SE +/- 0.03, N = 15 SE +/- 0.06, N = 15 SE +/- 0.06, N = 15 SE +/- 0.03, N = 15 SE +/- 0.05, N = 15 20.20 14.98 15.04 24.15 21.55 16.98 15.40 15.33 11.08 10.31 9.64 8.47 8.05 7.63 5.60 4.32 MIN: 17.44 / MAX: 36.16 MIN: 12.67 / MAX: 34.22 MIN: 12.68 / MAX: 29 MIN: 20.76 / MAX: 40.35 MIN: 18.08 / MAX: 36.45 MIN: 13.76 / MAX: 35.25 MIN: 11.93 / MAX: 29.85 MIN: 11.96 / MAX: 34.56 MIN: 9.13 / MAX: 28.12 MIN: 8.16 / MAX: 30.74 MIN: 8.11 / MAX: 22.47 MIN: 6.91 / MAX: 29.11 MIN: 6.46 / MAX: 29.6 MIN: 6.22 / MAX: 25.91 MIN: 4.94 / MAX: 24.81 MIN: 4.03 / MAX: 23.22 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: alexnet 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 RTX 3080 1.215 2.43 3.645 4.86 6.075 SE +/- 0.02, N = 4 SE +/- 0.04, N = 14 SE +/- 0.04, N = 3 SE +/- 0.03, N = 4 SE +/- 0.03, N = 3 SE +/- 0.06, N = 7 SE +/- 0.03, N = 3 SE +/- 0.04, N = 15 SE +/- 0.04, N = 15 SE +/- 0.12, N = 3 SE +/- 0.10, N = 3 SE +/- 0.02, N = 15 SE +/- 0.01, N = 14 SE +/- 0.03, N = 15 SE +/- 0.02, N = 15 SE +/- 0.03, N = 14 5.40 3.84 3.78 3.74 2.95 3.05 2.75 2.74 2.43 2.22 2.24 2.06 1.98 1.93 1.61 1.55 MIN: 4.86 / MAX: 23.33 MIN: 3.57 / MAX: 22.74 MIN: 3.65 / MAX: 12.79 MIN: 3.49 / MAX: 12.03 MIN: 2.54 / MAX: 8.09 MIN: 2.53 / MAX: 19.08 MIN: 2.37 / MAX: 8.32 MIN: 2.31 / MAX: 19.31 MIN: 2.19 / MAX: 20.63 MIN: 1.86 / MAX: 19.29 MIN: 1.85 / MAX: 20.96 MIN: 1.73 / MAX: 17.39 MIN: 1.68 / MAX: 17.34 MIN: 1.65 / MAX: 19.09 MIN: 1.49 / MAX: 20.34 MIN: 1.42 / MAX: 20.55 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: yolov4-tiny 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 RTX 3080 3 6 9 12 15 SE +/- 0.08, N = 4 SE +/- 0.04, N = 15 SE +/- 0.11, N = 3 SE +/- 0.11, N = 4 SE +/- 0.08, N = 3 SE +/- 0.12, N = 7 SE +/- 0.12, N = 3 SE +/- 0.04, N = 15 SE +/- 0.05, N = 15 SE +/- 0.10, N = 3 SE +/- 0.07, N = 3 SE +/- 0.06, N = 15 SE +/- 0.06, N = 15 SE +/- 0.08, N = 14 SE +/- 0.07, N = 15 SE +/- 0.04, N = 15 10.52 9.15 8.84 11.95 10.67 9.92 9.41 9.45 8.74 8.54 8.42 8.30 8.22 8.12 7.77 7.42 MIN: 9.64 / MAX: 43.31 MIN: 8.33 / MAX: 43.69 MIN: 8.07 / MAX: 41.4 MIN: 10.95 / MAX: 47.49 MIN: 9.68 / MAX: 43.86 MIN: 9.09 / MAX: 47.16 MIN: 8.81 / MAX: 42.87 MIN: 8.66 / MAX: 44.17 MIN: 8.01 / MAX: 44.97 MIN: 7.77 / MAX: 45.76 MIN: 7.79 / MAX: 44.01 MIN: 7.52 / MAX: 45.6 MIN: 7.31 / MAX: 46.44 MIN: 7.31 / MAX: 43.69 MIN: 6.86 / MAX: 44.06 MIN: 6.55 / MAX: 43.59 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better NCNN 20200916 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 RTX 3080 40 80 120 160 200 Min: 5.95 / Avg: 52.99 / Max: 89.44 Min: 6.75 / Avg: 72.5 / Max: 121.46 Min: 6.66 / Avg: 67.08 / Max: 127.61 Min: 5.43 / Avg: 36.97 / Max: 58.71 Min: 6.69 / Avg: 41.85 / Max: 70.35 Min: 6.75 / Avg: 41.49 / Max: 72.99 Min: 10.79 / Avg: 58.28 / Max: 103.39 Min: 7.41 / Avg: 52.59 / Max: 95.92 Min: 9.5 / Avg: 66.76 / Max: 125.56 Min: 10.49 / Avg: 67.01 / Max: 138.49 Min: 7.53 / Avg: 63.22 / Max: 132.69 Min: 14.5 / Avg: 76.37 / Max: 153.13 Min: 13.31 / Avg: 80.01 / Max: 161.84 Min: 8.89 / Avg: 75.86 / Max: 159.23 Min: 8.14 / Avg: 92.05 / Max: 219.12 Min: 26.12 / Avg: 123.75 / Max: 235.42
NCNN GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better NCNN 20200916 GPU Temperature 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 RTX 3080 12 24 36 48 60 Min: 27 / Avg: 38.51 / Max: 46 Min: 29 / Avg: 51.63 / Max: 61 Min: 29 / Avg: 38.57 / Max: 48 Min: 31 / Avg: 41.54 / Max: 49 Min: 30 / Avg: 35.87 / Max: 41 Min: 29 / Avg: 41.23 / Max: 50 Min: 33 / Avg: 47.22 / Max: 58 Min: 29 / Avg: 44.32 / Max: 52 Min: 28 / Avg: 41.98 / Max: 50 Min: 29 / Avg: 36.86 / Max: 43 Min: 29 / Avg: 36.15 / Max: 43 Min: 26 / Avg: 38.38 / Max: 45 Min: 29 / Avg: 49.32 / Max: 61 Min: 28 / Avg: 40.39 / Max: 47 Min: 32 / Avg: 43.67 / Max: 50 Min: 53 / Avg: 56.14 / Max: 60
RealSR-NCNN Scale: 4x - TAA: Yes OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: Yes 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 RTX 3080 50 100 150 200 250 SE +/- 0.33, N = 3 SE +/- 0.36, N = 3 SE +/- 0.08, N = 3 SE +/- 0.29, N = 3 SE +/- 0.09, N = 3 SE +/- 0.27, N = 3 SE +/- 0.07, N = 3 SE +/- 0.19, N = 3 SE +/- 0.26, N = 3 SE +/- 0.43, N = 3 SE +/- 0.56, N = 3 SE +/- 0.31, N = 3 SE +/- 0.38, N = 3 SE +/- 0.19, N = 3 SE +/- 0.23, N = 3 SE +/- 0.06, N = 3 143.95 102.79 116.45 215.52 186.18 138.72 120.15 117.67 86.37 76.37 75.44 63.86 60.36 54.84 44.99 34.70
RealSR-NCNN GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better RealSR-NCNN 20200818 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 RTX 3080 60 120 180 240 300 Min: 6.15 / Avg: 112.02 / Max: 131.08 Min: 8.06 / Avg: 139.07 / Max: 162.74 Min: 7.24 / Avg: 152.95 / Max: 188.22 Min: 5.59 / Avg: 64.99 / Max: 68.86 Min: 6.74 / Avg: 88 / Max: 96.43 Min: 6.81 / Avg: 99.98 / Max: 109.23 Min: 11.09 / Avg: 119.27 / Max: 129.22 Min: 7.82 / Avg: 122.28 / Max: 133.19 Min: 9.49 / Avg: 148.27 / Max: 164.41 Min: 10.5 / Avg: 162.04 / Max: 179.76 Min: 7.96 / Avg: 160.99 / Max: 181.01 Min: 14.42 / Avg: 196.82 / Max: 220.78 Min: 14.09 / Avg: 197.01 / Max: 220.77 Min: 9.25 / Avg: 219.85 / Max: 255.3 Min: 8.53 / Avg: 226.48 / Max: 274.43 Min: 19.46 / Avg: 275.2 / Max: 320.19
RealSR-NCNN GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better RealSR-NCNN 20200818 GPU Temperature 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 RTX 3080 16 32 48 64 80 Min: 32 / Avg: 63.49 / Max: 69 Min: 41 / Avg: 70.65 / Max: 78 Min: 37 / Avg: 70.82 / Max: 79 Min: 34 / Avg: 62.36 / Max: 66 Min: 34 / Avg: 60.94 / Max: 66 Min: 37 / Avg: 71.23 / Max: 79 Min: 41 / Avg: 66.66 / Max: 70 Min: 35 / Avg: 63.96 / Max: 69 Min: 34 / Avg: 63.16 / Max: 70 Min: 31 / Avg: 61.48 / Max: 71 Min: 33 / Avg: 63.99 / Max: 74 Min: 32 / Avg: 58.46 / Max: 68 Min: 43 / Avg: 73.55 / Max: 82 Min: 34 / Avg: 61.48 / Max: 72 Min: 38 / Avg: 60.3 / Max: 71 Min: 42 / Avg: 61.36 / Max: 70
RealSR-NCNN Scale: 4x - TAA: No OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: No 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 RTX 3080 7 14 21 28 35 SE +/- 0.020, N = 3 SE +/- 0.035, N = 4 SE +/- 0.068, N = 3 SE +/- 0.039, N = 3 SE +/- 0.050, N = 3 SE +/- 0.045, N = 3 SE +/- 0.010, N = 3 SE +/- 0.030, N = 3 SE +/- 0.021, N = 4 SE +/- 0.039, N = 4 SE +/- 0.039, N = 4 SE +/- 0.034, N = 5 SE +/- 0.038, N = 5 SE +/- 0.041, N = 5 SE +/- 0.020, N = 6 SE +/- 0.025, N = 6 20.543 15.374 17.214 29.372 25.658 19.893 17.538 17.150 13.400 12.129 12.007 10.615 10.061 9.463 8.260 6.879
RealSR-NCNN GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better RealSR-NCNN 20200818 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 RTX 3080 60 120 180 240 300 Min: 7.31 / Avg: 91.17 / Max: 124.12 Min: 10.43 / Avg: 107.9 / Max: 153.11 Min: 9.76 / Avg: 120.6 / Max: 186.3 Min: 6.5 / Avg: 55.46 / Max: 68.27 Min: 7 / Avg: 72.64 / Max: 95.3 Min: 7.2 / Avg: 77.74 / Max: 106.6 Min: 12.58 / Avg: 94.43 / Max: 127.87 Min: 8.15 / Avg: 90.4 / Max: 132.9 Min: 9.95 / Avg: 106.24 / Max: 163.21 Min: 10.8 / Avg: 116.43 / Max: 178.77 Min: 10.76 / Avg: 115.01 / Max: 178.57 Min: 15.5 / Avg: 128.75 / Max: 219.45 Min: 18.23 / Avg: 129.31 / Max: 221.85 Min: 10.06 / Avg: 141.36 / Max: 255.21 Min: 10.28 / Avg: 138.39 / Max: 267.04 Min: 21.75 / Avg: 163.9 / Max: 319.85
RealSR-NCNN GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better RealSR-NCNN 20200818 GPU Temperature 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 RTX 3080 14 28 42 56 70 Min: 54 / Avg: 60.61 / Max: 64 Min: 65 / Avg: 68.84 / Max: 71 Min: 65 / Avg: 69.26 / Max: 72 Min: 50 / Avg: 59.36 / Max: 62 Min: 55 / Avg: 60.68 / Max: 63 Min: 59 / Avg: 67.45 / Max: 72 Min: 46 / Avg: 59.14 / Max: 65 Min: 48 / Avg: 58.39 / Max: 64 Min: 52 / Avg: 60.15 / Max: 65 Min: 53 / Avg: 60.46 / Max: 65 Min: 57 / Avg: 62.21 / Max: 66 Min: 53 / Avg: 58.67 / Max: 63 Min: 64 / Avg: 68.73 / Max: 73 Min: 56 / Avg: 61.59 / Max: 66 Min: 57 / Avg: 61.2 / Max: 66 Min: 56 / Avg: 59.58 / Max: 64
GPU Power Consumption Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Watts GPU Power Consumption Monitor Phoronix Test Suite System Monitoring GTX 980 GTX 980 Ti GTX TITAN X GTX 1060 GTX 1070 GTX 1080 GTX 1650 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER GTX 1660 Ti RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3080 60 120 180 240 300 Min: 15.1 / Avg: 102.77 / Max: 192.38 Min: 15.33 / Avg: 131.28 / Max: 252.57 Min: 16.01 / Avg: 139.4 / Max: 257.78 Min: 6.24 / Avg: 64.43 / Max: 128.04 Min: 6.84 / Avg: 82.21 / Max: 159.92 Min: 6.47 / Avg: 92.36 / Max: 196.24 Min: 5.55 / Avg: 37.62 / Max: 70.94 Min: 6.47 / Avg: 47.87 / Max: 99.24 Min: 6.72 / Avg: 45.57 / Max: 122.32 Min: 10.68 / Avg: 67.65 / Max: 128.36 Min: 7.22 / Avg: 59.54 / Max: 132.74 Min: 9.59 / Avg: 74.07 / Max: 165.3 Min: 9.27 / Avg: 88.74 / Max: 180.97 Min: 7.57 / Avg: 85.38 / Max: 180.92 Min: 14.36 / Avg: 96.17 / Max: 217.58 Min: 13.71 / Avg: 103.45 / Max: 219.93 Min: 8.85 / Avg: 91.93 / Max: 248.16 Min: 5.74 / Avg: 124.11 / Max: 273.84 Min: 24.02 / Avg: 126.58 / Max: 312.98 Min: 16.41 / Avg: 179.79 / Max: 321.41
GPU Temperature Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Celsius GPU Temperature Monitor Phoronix Test Suite System Monitoring GTX 980 GTX 980 Ti GTX TITAN X 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 RTX 3080 16 32 48 64 80 Min: 31 / Avg: 65.22 / Max: 80 Min: 30 / Avg: 70.66 / Max: 85 Min: 32 / Avg: 70.56 / Max: 85 Min: 32 / Avg: 52.77 / Max: 69 Min: 29 / Avg: 59.81 / Max: 78 Min: 32 / Avg: 45.46 / Max: 58 Min: 28 / Avg: 61.17 / Max: 83 Min: 27 / Avg: 49.62 / Max: 67 Min: 30 / Avg: 50.85 / Max: 66 Min: 30 / Avg: 51.27 / Max: 76 Min: 33 / Avg: 55.48 / Max: 68 Min: 29 / Avg: 48.98 / Max: 66 Min: 29 / Avg: 51.56 / Max: 73 Min: 33 / Avg: 53.72 / Max: 74 Min: 29 / Avg: 54.87 / Max: 76 Min: 29 / Avg: 50.76 / Max: 71 Min: 28 / Avg: 62.06 / Max: 83 Min: 28 / Avg: 49.61 / Max: 73 Min: 29 / Avg: 56.11 / Max: 78 Min: 35 / Avg: 55.61 / Max: 78 Min: 37 / Avg: 59.32 / Max: 71
Phoronix Test Suite v10.8.4