Some benchmarks by Michael Larabel tests for a future article.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 2009112-FI-ROCMGPUCO10 NVIDIA GPU Compute OpenCL CUDA Benchmarks - Phoronix Test Suite NVIDIA GPU Compute OpenCL CUDA Benchmarks Some benchmarks by Michael Larabel tests for a future article.
HTML result view exported from: https://openbenchmarking.org/result/2009112-FI-ROCMGPUCO10&rdt&grt .
NVIDIA GPU Compute OpenCL CUDA Benchmarks Processor Motherboard Chipset Memory Disk Graphics Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL OpenCL Vulkan Compiler File-System Screen Resolution TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads) ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS) AMD Starship/Matisse 16GB 2000GB Corsair Force MP600 NVIDIA TITAN RTX 24GB (420/405MHz) DELL P2415Q Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 Ubuntu 20.04 5.4.0-45-generic (x86_64) GNOME Shell 3.36.4 X Server 1.20.8 NVIDIA 450.66 4.6.0 OpenCL 1.2 CUDA 11.0.228 1.2.133 GCC 9.3.0 + CUDA 11.0 ext4 3840x2160 Zotac NVIDIA GeForce GTX 1070 Ti 8GB (1607/4006MHz) eVGA NVIDIA GeForce GTX 1660 SUPER 6GB (1530/7000MHz) NVIDIA GeForce GTX 1070 8GB (1506/4006MHz) NVIDIA GeForce GTX 1080 8GB (1607/5005MHz) NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz) NVIDIA GeForce GTX 1060 6GB (1506/4006MHz) NVIDIA GeForce RTX 2060 6GB (1365/7000MHz) ASUS NVIDIA GeForce GTX 1650 SUPER 4GB (615/405MHz) NVIDIA GeForce RTX 2070 SUPER 8GB (450/405MHz) NVIDIA GeForce RTX 2080 SUPER 8GB (1650/7750MHz) Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz) ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz) NVIDIA GeForce RTX 2060 SUPER 8GB (1470/7000MHz) eVGA NVIDIA GeForce GTX 1660 Ti 6GB (1500/6000MHz) ASUS NVIDIA GeForce GTX 1660 6GB (1530/4001MHz) ASUS NVIDIA GeForce GTX 1650 4GB (1485/4001MHz) OpenBenchmarking.org Compiler Details - --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details - Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013 OpenCL Details - TITAN RTX: GPU Compute Cores: 4608 - GTX 1070 Ti: GPU Compute Cores: 2432 - GTX 1660 SUPER: GPU Compute Cores: 1408 - GTX 1070: GPU Compute Cores: 1920 - GTX 1080: GPU Compute Cores: 2560 - RTX 2080 Ti: GPU Compute Cores: 4352 - GTX 1060: GPU Compute Cores: 1280 - RTX 2060: GPU Compute Cores: 1920 - GTX 1650 SUPER: GPU Compute Cores: 1280 - RTX 2070 SUPER: GPU Compute Cores: 2560 - RTX 2080 SUPER: GPU Compute Cores: 3072 - RTX 2080: GPU Compute Cores: 2944 - RTX 2070: GPU Compute Cores: 2304 - RTX 2060 SUPER: GPU Compute Cores: 2176 - GTX 1660 Ti: GPU Compute Cores: 1536 - GTX 1660: GPU Compute Cores: 1408 - GTX 1650: GPU Compute Cores: 896 Python Details - Python 3.8.2 Security Details - itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected
NVIDIA GPU Compute OpenCL CUDA Benchmarks arrayfire: Conjugate Gradient OpenCL cl-mem: Read cl-mem: Write cl-mem: Copy clpeak: Global Memory Bandwidth clpeak: Single-Precision Float clpeak: Double-Precision Double clpeak: Integer Compute INT fahbench: financebench: Black-Scholes OpenCL gromacs-gpu: Water Benchmark lczero: OpenCL luxcorerender-cl: LuxCore Benchmark luxcorerender-cl: DLSC luxcorerender-cl: Rainbow Colors and Prism luxcorerender-cl: Food mandelgpu: GPU mixbench: OpenCL - Single Precision mixbench: OpenCL - Double Precision mixbench: OpenCL - Integer mixbench: NVIDIA CUDA - Single Precision mixbench: NVIDIA CUDA - Double Precision mixbench: NVIDIA CUDA - Half Precision mixbench: NVIDIA CUDA - Integer namd-cuda: ATPase Simulation - 327,506 Atoms neatbench: GPU octanebench: Total Score plaidml: Yes - Inference - Mobilenet - OpenCL plaidml: No - Training - Mobilenet - OpenCL plaidml: No - Inference - Mobilenet - OpenCL plaidml: No - Inference - DenseNet 201 - OpenCL plaidml: No - Inference - IMDB LSTM - OpenCL rodinia: OpenCL Particle Filter viennacl: OpenCL LU Factorization TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 1.666 567.7 491.7 322.7 530.79 14178.85 548.26 13783.93 292.1593 5.701 7.117 22424 4.99 5.98 12.73 2.23 480798376.6 15032.47 454.37 16979.99 15103.61 413.66 32084.79 14426.11 0.19195 48.1 324.546769 2856.83 198.37 2544.67 227.30 775.69 4.250 76.6410 3.814 206.2 198.2 184.1 198.18 6788.40 242.70 2076.45 137.1393 7.298 4.259 9947 2.24 2.55 5.38 0.98 194875210.8 7018.90 241.99 2157.31 6647.94 240.92 121.42 1887.61 0.22300 141.667655 1485.78 99.64 1070.90 108.23 331.84 7.791 69.1838 2.642 296.6 240.7 240.2 276.35 4440.23 172.49 4280.55 135.6073 15.271 4.629 7366 2.26 2.63 5.61 1.09 200846066.4 5462.59 144.30 5432.40 5440.74 144.14 10862.90 4866.61 0.23177 135.657134 1380.68 111.39 1080.11 100.51 298.77 11.482 68.1532 4.077 206.2 199.5 183.3 197.20 6093.02 223.60 1695.79 139.4974 8.968 4.052 9750 2.12 2.46 6.62 0.92 184077179.7 6476.92 224.82 2019.08 6174.80 225.05 113.32 1764.63 0.24022 21.5 132.839354 1392.46 103.79 1052.64 108.46 314.83 8.205 66.2068 3.387 229.6 225.6 207.4 223.14 8218.62 298.46 2430.55 151.5679 6.981 4.634 12662 2.13 2.45 4.23 0.99 231826397.8 8520.97 296.66 2655.58 8182.72 296.09 149.35 2326.09 0.22426 24.6 148.472009 1665.72 99.82 1154.13 112.28 398.82 6.457 70.6880 1.677 545.7 449.5 324.0 506.90 13536.25 522.22 13629.37 290.7249 6.020 7.136 21839 4.75 5.67 12.33 2.23 448915216.6 16061.09 436.81 16323.94 14734.03 409.46 31492.24 14103.79 0.19082 310.814399 2751.85 187.73 2406.16 212.11 753.75 4.414 75.7871 5.000 154.4 148.1 138.5 147.66 4110.71 150.68 1275.12 102.2683 13.340 3.181 5933 1.53 1.78 5.41 0.65 130290433.8 4355.28 150.48 1354.14 4167.41 151.63 75.77 1187.72 0.30957 91.732906 987.07 83.52 775.73 79.13 227.23 12.002 61.6530 2.659 297.4 258.7 239.4 276.94 5417.55 232.17 5356.84 178.4712 12.555 5.416 10290 2.79 3.34 7.97 1.17 252924048.7 7222.28 194.80 7275.33 7339.39 196.30 14646.46 6539.81 0.20635 28.3 166.098571 1719.71 125.33 1285.58 125.23 390.07 8.836 73.3091 4.445 167.0 145.8 143.8 156.86 4123.66 157.98 4128.39 82.0521 16.577785 4.122 5151 1.36 1.61 2.73 0.81 186025762.6 4943.06 132.75 4975.18 4993.92 133.88 10057.46 4492.32 0.26211 92.367839 1080.43 77.10 740.17 73.17 269.17 12.487 67.9330 2.071 396.8 322.9 292.1 369.62 8540.73 308.86 8484.41 221.7284 8.263 6.249 14730 3.69 4.44 10.21 1.90 323061985.4 9630.83 259.11 9696.38 9754.99 260.97 19501.67 8722.28 0.19625 221.193748 2287.03 154.74 1712.75 149.69 500.26 6.837 74.4473 1.900 437.6 352.9 301.7 405.92 10264.38 376.32 10266.72 248.0118 6.811 6.572 17501 3.62 4.38 9.14 1.93 374422420.6 11758.65 315.03 11752.11 11685.95 315.61 23628.78 10562.99 0.19329 234.066446 2432.73 158.82 1815.92 159.79 588.04 5.718 76.1016 2.075 396.5 338.1 290.0 369.23 9161.18 345.11 9141.23 235.5341 7.657 6.536 15442 3.55 4.32 9.24 1.87 345359936.4 10812.52 290.13 10930.56 10845.36 291.56 21764.40 9732.48 0.19265 38.3 224.387211 2322.39 154.35 1726.60 151.99 544.54 6.196 74.7298 2.097 396.9 328.5 284.4 369.30 7265.91 267.79 7133.77 199.8719 10.254 5.865 12311 3.49 4.17 10.98 1.30 284631717.4 8357.96 226.65 8362.86 8435.23 226.21 16838.72 7540.28 0.20362 35.8 207.538286 1996.60 153.03 1575.65 147.87 444.84 7.767 72.5699 2.083 396.8 341.3 288.0 368.94 7034.77 261.89 6930.21 200.7664 10.498 5.789 12335 3.54 4.20 11.32 1.33 281931310.0 8159.15 222.15 8218.02 8264.66 221.80 16507.06 7348.91 0.20057 206.078943 2012.37 154.81 1585.76 146.90 438.26 7.914 72.5010 3.068 251.2 223.9 211.1 234.91 4778.23 184.34 4734.36 138.5578 14.385 4.789 7733 2.11 2.51 5.01 1.07 210891296.2 5821.19 155.78 5803.63 5888.78 157.14 11787.37 5271.34 0.22800 133.345 1427.43 108.06 1038.86 98.99 313.08 10.847 70.0287 4.541 163.9 157.3 145.9 158.15 4543.64 168.56 4338.67 125.6158 15.259 4.412 5895 2.20 2.56 5.58 0.99 193795979.5 5259.29 141.25 5303.51 5313.33 141.36 10568.46 4753.11 0.24290 18.6 119.105265 1199.66 97.94 858.90 87.25 289.42 11.893 67.8200 6.808 108.7 104.4 99.2 105.31 2673.64 109.20 2641.38 75.8135 24.145285 3.253 3101 1.51 1.73 3.93 0.67 132266243.9 3441.36 91.77 3466.72 3474.17 92.37 6948.33 3108.84 0.34503 12.8 77.410218 814.50 65.59 573.67 59.37 201.27 17.823 62.9607 OpenBenchmarking.org
ArrayFire Test: Conjugate Gradient OpenCL OpenBenchmarking.org ms, Fewer Is Better ArrayFire 3.7 Test: Conjugate Gradient OpenCL TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 2 4 6 8 10 SE +/- 0.001, N = 10 SE +/- 0.001, N = 10 SE +/- 0.001, N = 10 SE +/- 0.004, N = 10 SE +/- 0.002, N = 10 SE +/- 0.005, N = 10 SE +/- 0.003, N = 10 SE +/- 0.002, N = 10 SE +/- 0.002, N = 10 SE +/- 0.001, N = 10 SE +/- 0.001, N = 10 SE +/- 0.001, N = 10 SE +/- 0.002, N = 10 SE +/- 0.001, N = 10 SE +/- 0.001, N = 10 SE +/- 0.002, N = 10 SE +/- 0.003, N = 10 1.666 3.814 2.642 4.077 3.387 1.677 5.000 2.659 4.445 2.071 1.900 2.075 2.097 2.083 3.068 4.541 6.808 1. (CXX) g++ options: -rdynamic
ArrayFire GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better ArrayFire 3.7 GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 30 60 90 120 150 Min: 28.35 / Avg: 94.15 / Max: 182.06 Min: 12.96 / Avg: 51.78 / Max: 99.21 Min: 31.75 / Avg: 63.05 / Max: 106.44 Min: 35.88 / Avg: 71.08 / Max: 114.34 Min: 9.06 / Avg: 86.68 / Max: 181.59 Min: 24.41 / Avg: 48.03 / Max: 83.69 Min: 9.91 / Avg: 54.1 / Max: 103.84 Min: 6.77 / Avg: 32.81 / Max: 65.03 Min: 14.98 / Avg: 70.4 / Max: 136.14 Min: 9.43 / Avg: 66.35 / Max: 129.31 Min: 16.9 / Avg: 76.69 / Max: 135 Min: 9.57 / Avg: 60.23 / Max: 123.44 Min: 10.31 / Avg: 65.56 / Max: 133.6 Min: 8.35 / Avg: 41.34 / Max: 82.92 Min: 6.89 / Avg: 30.36 / Max: 60.65 Min: 6.12 / Avg: 26.47 / Max: 51.86
ArrayFire GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better ArrayFire 3.7 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 13 26 39 52 65 Min: 53 / Avg: 55.85 / Max: 60 Min: 42 / Avg: 43.29 / Max: 45 Min: 43 / Avg: 50.39 / Max: 58 Min: 54 / Avg: 56.91 / Max: 59 Min: 56 / Avg: 58.69 / Max: 62 Min: 53 / Avg: 55.13 / Max: 59 Min: 48 / Avg: 50.14 / Max: 54 Min: 47 / Avg: 50.34 / Max: 54 Min: 46 / Avg: 48.09 / Max: 50 Min: 45 / Avg: 47.64 / Max: 51 Min: 45 / Avg: 47.25 / Max: 50 Min: 56 / Avg: 59.59 / Max: 64 Min: 49 / Avg: 51.79 / Max: 56 Min: 47 / Avg: 50.28 / Max: 54 Min: 42 / Avg: 45.47 / Max: 49 Min: 46 / Avg: 48.45 / Max: 52 Min: 42 / Avg: 45.54 / Max: 50
cl-mem Benchmark: Read OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Read TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 120 240 360 480 600 SE +/- 0.13, N = 9 SE +/- 0.03, N = 6 SE +/- 0.07, N = 7 SE +/- 0.03, N = 6 SE +/- 0.08, N = 6 SE +/- 0.13, N = 8 SE +/- 0.02, N = 5 SE +/- 0.08, N = 7 SE +/- 0.04, N = 5 SE +/- 0.09, N = 8 SE +/- 0.11, N = 8 SE +/- 0.42, N = 8 SE +/- 0.10, N = 8 SE +/- 0.13, N = 8 SE +/- 0.07, N = 6 SE +/- 0.02, N = 5 SE +/- 0.04, N = 4 567.7 206.2 296.6 206.2 229.6 545.7 154.4 297.4 167.0 396.8 437.6 396.5 396.9 396.8 251.2 163.9 108.7 1. (CC) gcc options: -O2 -flto -lOpenCL
cl-mem Benchmark: Read OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Read TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 1.3163 2.6326 3.9489 5.2652 6.5815 5.58 4.45 3.01 3.10 5.33 2.98 4.52 3.76 4.82 5.85 4.96 5.66 5.22 4.56 3.77 2.88
cl-mem GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better cl-mem 2017-01-13 GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 30 60 90 120 150 Min: 24.41 / Avg: 101.82 / Max: 176.14 Min: 11.46 / Avg: 66.65 / Max: 106.04 Min: 8.06 / Avg: 68.47 / Max: 88.51 Min: 7.73 / Avg: 74.08 / Max: 97.87 Min: 6.34 / Avg: 102.41 / Max: 177.98 Min: 6.43 / Avg: 51.86 / Max: 65.6 Min: 9.66 / Avg: 65.73 / Max: 95.06 Min: 6.61 / Avg: 44.43 / Max: 62.88 Min: 14.69 / Avg: 82.27 / Max: 130.98 Min: 9.01 / Avg: 74.81 / Max: 121.28 Min: 14.7 / Avg: 79.89 / Max: 122.73 Min: 7.94 / Avg: 70.09 / Max: 119.29 Min: 9.64 / Avg: 76.07 / Max: 126.07 Min: 7.91 / Avg: 55.05 / Max: 81.15 Min: 6.76 / Avg: 43.53 / Max: 62.07 Min: 5.86 / Avg: 37.78 / Max: 50.37
cl-mem GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better cl-mem 2017-01-13 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 11 22 33 44 55 Min: 38 / Avg: 43.98 / Max: 49 Min: 37 / Avg: 40.67 / Max: 43 Min: 45 / Avg: 51.63 / Max: 58 Min: 46 / Avg: 50.74 / Max: 54 Min: 47 / Avg: 51.85 / Max: 55 Min: 38 / Avg: 43.54 / Max: 48 Min: 37 / Avg: 43.07 / Max: 46 Min: 36 / Avg: 43.18 / Max: 48 Min: 35 / Avg: 39.97 / Max: 43 Min: 34 / Avg: 39.4 / Max: 43 Min: 35 / Avg: 40.7 / Max: 44 Min: 44 / Avg: 51.47 / Max: 57 Min: 37 / Avg: 43.88 / Max: 49 Min: 34 / Avg: 41.84 / Max: 47 Min: 34 / Avg: 40.98 / Max: 46 Min: 35 / Avg: 41.72 / Max: 46 Min: 32 / Avg: 40.14 / Max: 45
cl-mem Benchmark: Write OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Write TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 110 220 330 440 550 SE +/- 0.97, N = 9 SE +/- 0.03, N = 6 SE +/- 0.36, N = 7 SE +/- 0.03, N = 6 SE +/- 0.09, N = 6 SE +/- 0.21, N = 8 SE +/- 0.02, N = 5 SE +/- 0.46, N = 7 SE +/- 0.04, N = 5 SE +/- 0.29, N = 8 SE +/- 0.27, N = 8 SE +/- 0.51, N = 8 SE +/- 0.29, N = 8 SE +/- 0.29, N = 8 SE +/- 0.14, N = 6 SE +/- 0.04, N = 5 SE +/- 0.02, N = 4 491.7 198.2 240.7 199.5 225.6 449.5 148.1 258.7 145.8 322.9 352.9 338.1 328.5 341.3 223.9 157.3 104.4 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 TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 1.053 2.106 3.159 4.212 5.265 4.68 3.63 2.83 2.94 4.52 2.76 3.93 3.27 3.88 4.52 4.17 4.55 4.40 4.22 3.62 2.74
cl-mem GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better cl-mem 2017-01-13 GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 30 60 90 120 150 Min: 24.62 / Avg: 105.03 / Max: 180.29 Min: 11.14 / Avg: 66.31 / Max: 103.06 Min: 31.42 / Avg: 70.62 / Max: 89.23 Min: 35.2 / Avg: 76.67 / Max: 98.18 Min: 6.92 / Avg: 99.36 / Max: 179.45 Min: 24.31 / Avg: 53.67 / Max: 65.12 Min: 9.72 / Avg: 65.87 / Max: 95.18 Min: 6.61 / Avg: 44.61 / Max: 63.24 Min: 14.71 / Avg: 83.17 / Max: 130.62 Min: 9.1 / Avg: 78.12 / Max: 121.36 Min: 15.4 / Avg: 81 / Max: 123.59 Min: 9.11 / Avg: 72.24 / Max: 119.83 Min: 9.7 / Avg: 77.53 / Max: 126.24 Min: 7.88 / Avg: 53.03 / Max: 81.55 Min: 6.89 / Avg: 43.43 / Max: 62.17 Min: 5.9 / Avg: 38.15 / Max: 50.33
cl-mem GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better cl-mem 2017-01-13 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 12 24 36 48 60 Min: 42 / Avg: 47.1 / Max: 51 Min: 40 / Avg: 42.17 / Max: 43 Min: 43 / Avg: 51.57 / Max: 57 Min: 52 / Avg: 54.31 / Max: 56 Min: 54 / Avg: 55.48 / Max: 57 Min: 42 / Avg: 46.55 / Max: 50 Min: 43 / Avg: 46 / Max: 48 Min: 41 / Avg: 46.02 / Max: 49 Min: 39 / Avg: 43.17 / Max: 46 Min: 37 / Avg: 41.82 / Max: 45 Min: 38 / Avg: 42.8 / Max: 46 Min: 51 / Avg: 56.39 / Max: 60 Min: 43 / Avg: 48.16 / Max: 52 Min: 39 / Avg: 44.81 / Max: 49 Min: 39 / Avg: 44.42 / Max: 48 Min: 41 / Avg: 45.95 / Max: 49 Min: 38 / Avg: 44.77 / Max: 48
cl-mem Benchmark: Copy OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Copy TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 70 140 210 280 350 SE +/- 0.08, N = 9 SE +/- 0.03, N = 6 SE +/- 0.05, N = 7 SE +/- 0.02, N = 6 SE +/- 0.02, N = 6 SE +/- 0.10, N = 8 SE +/- 0.02, N = 5 SE +/- 0.06, N = 7 SE +/- 0.00, N = 5 SE +/- 0.07, N = 8 SE +/- 0.05, N = 8 SE +/- 0.06, N = 8 SE +/- 0.09, N = 8 SE +/- 0.06, N = 8 SE +/- 0.06, N = 6 SE +/- 0.17, N = 5 SE +/- 0.00, N = 4 322.7 184.1 240.2 183.3 207.4 324.0 138.5 239.4 143.8 292.1 301.7 290.0 284.4 288.0 211.1 145.9 99.2 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 TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 0.8843 1.7686 2.6529 3.5372 4.4215 2.97 3.66 2.58 2.74 3.39 2.69 3.60 3.23 3.48 3.93 3.56 3.70 3.76 3.78 3.37 2.60
cl-mem GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better cl-mem 2017-01-13 GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 30 60 90 120 150 Min: 24.83 / Avg: 108.7 / Max: 182.31 Min: 11.35 / Avg: 65.62 / Max: 103.9 Min: 31.52 / Avg: 71.15 / Max: 89.67 Min: 40.62 / Avg: 75.69 / Max: 96.37 Min: 6.91 / Avg: 95.45 / Max: 179.38 Min: 6.63 / Avg: 51.44 / Max: 65.21 Min: 9.82 / Avg: 66.41 / Max: 95.02 Min: 6.76 / Avg: 44.51 / Max: 63.05 Min: 14.69 / Avg: 83.86 / Max: 130.59 Min: 9.12 / Avg: 76.7 / Max: 121.49 Min: 15.43 / Avg: 81.51 / Max: 124.13 Min: 8.9 / Avg: 76.97 / Max: 119.89 Min: 9.53 / Avg: 76.61 / Max: 127.01 Min: 8.15 / Avg: 55.88 / Max: 81.89 Min: 6.88 / Avg: 43.23 / Max: 62.12 Min: 6.04 / Avg: 38.17 / Max: 50.72
cl-mem GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better cl-mem 2017-01-13 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 12 24 36 48 60 Min: 44 / Avg: 48.5 / Max: 52 Min: 40 / Avg: 42.57 / Max: 44 Min: 43 / Avg: 51.52 / Max: 57 Min: 54 / Avg: 55.55 / Max: 57 Min: 55 / Avg: 56.15 / Max: 57 Min: 44 / Avg: 47.91 / Max: 51 Min: 41 / Avg: 45.85 / Max: 48 Min: 42 / Avg: 47.19 / Max: 50 Min: 41 / Avg: 44.91 / Max: 47 Min: 39 / Avg: 42.89 / Max: 46 Min: 40 / Avg: 43.87 / Max: 47 Min: 53 / Avg: 57.84 / Max: 61 Min: 45 / Avg: 49.78 / Max: 53 Min: 40 / Avg: 45.84 / Max: 49 Min: 41 / Avg: 45.88 / Max: 49 Min: 43 / Avg: 48.22 / Max: 51 Min: 41 / Avg: 46.97 / Max: 50
clpeak OpenCL Test: Global Memory Bandwidth OpenBenchmarking.org GBPS, More Is Better clpeak OpenCL Test: Global Memory Bandwidth TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 110 220 330 440 550 SE +/- 0.05, N = 13 SE +/- 0.01, N = 11 SE +/- 0.16, N = 12 SE +/- 0.04, N = 11 SE +/- 0.11, N = 15 SE +/- 0.46, N = 12 SE +/- 0.04, N = 10 SE +/- 0.15, N = 12 SE +/- 0.02, N = 13 SE +/- 0.10, N = 13 SE +/- 0.14, N = 13 SE +/- 0.07, N = 13 SE +/- 0.05, N = 13 SE +/- 0.06, N = 13 SE +/- 0.12, N = 12 SE +/- 0.06, N = 11 SE +/- 0.06, N = 12 530.79 198.18 276.35 197.20 223.14 506.90 147.66 276.94 156.86 369.62 405.92 369.23 369.30 368.94 234.91 158.15 105.31 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 TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 2 4 6 8 10 6.85 6.43 3.41 3.59 6.23 3.40 5.98 6.03 6.55 7.49 6.53 7.89 7.21 6.75 5.58 5.01
clpeak GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 40 80 120 160 200 Min: 26.18 / Avg: 77.48 / Max: 220.21 Min: 11.71 / Avg: 42.96 / Max: 108.2 Min: 33.24 / Avg: 57.83 / Max: 93.93 Min: 34.9 / Avg: 62.12 / Max: 105.28 Min: 8.04 / Avg: 81.32 / Max: 221.57 Min: 24.21 / Avg: 43.45 / Max: 69.63 Min: 9.76 / Avg: 46.29 / Max: 113.61 Min: 6.73 / Avg: 26.03 / Max: 65.39 Min: 14.77 / Avg: 56.41 / Max: 155.24 Min: 9.06 / Avg: 54.2 / Max: 148.63 Min: 16.08 / Avg: 56.53 / Max: 146.62 Min: 9.21 / Avg: 46.8 / Max: 141.86 Min: 9.89 / Avg: 51.14 / Max: 150.47 Min: 7.9 / Avg: 34.8 / Max: 91.2 Min: 6.82 / Avg: 28.33 / Max: 64.09 Min: 5.94 / Avg: 21.03 / Max: 49.94
clpeak GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better clpeak GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 12 24 36 48 60 Min: 49 / Avg: 50.95 / Max: 55 Min: 41 / Avg: 41.44 / Max: 42 Min: 44 / Avg: 51.16 / Max: 60 Min: 52 / Avg: 53.45 / Max: 55 Min: 52 / Avg: 52.55 / Max: 53 Min: 49 / Avg: 51.02 / Max: 55 Min: 44 / Avg: 46.18 / Max: 48 Min: 44 / Avg: 46.48 / Max: 50 Min: 43 / Avg: 45.17 / Max: 47 Min: 42 / Avg: 43.98 / Max: 48 Min: 41 / Avg: 43.52 / Max: 48 Min: 52 / Avg: 53.51 / Max: 57 Min: 44 / Avg: 46.51 / Max: 51 Min: 44 / Avg: 45.95 / Max: 50 Min: 40 / Avg: 42.47 / Max: 46 Min: 43 / Avg: 45.17 / Max: 48 Min: 39 / Avg: 41.72 / Max: 46
clpeak OpenCL Test: Single-Precision Float OpenBenchmarking.org GFLOPS, More Is Better clpeak OpenCL Test: Single-Precision Float TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 3K 6K 9K 12K 15K SE +/- 206.22, N = 15 SE +/- 3.15, N = 13 SE +/- 43.47, N = 15 SE +/- 112.12, N = 15 SE +/- 104.59, N = 15 SE +/- 177.79, N = 15 SE +/- 76.28, N = 15 SE +/- 67.09, N = 15 SE +/- 49.35, N = 15 SE +/- 77.74, N = 15 SE +/- 38.81, N = 13 SE +/- 73.37, N = 15 SE +/- 92.93, N = 15 SE +/- 85.70, N = 15 SE +/- 56.79, N = 15 SE +/- 27.06, N = 12 SE +/- 21.41, N = 13 14178.85 6788.40 4440.23 6093.02 8218.62 13536.25 4110.71 5417.55 4123.66 8540.73 10264.38 9161.18 7265.91 7034.77 4778.23 4543.64 2673.64 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 TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 40 80 120 160 200 154.83 119.96 122.80 141.08 169.42 108.23 140.61 165.34 155.29 197.54 158.55 141.26 132.83 172.74 196.49 151.21
clpeak GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 40 80 120 160 200 Min: 25.37 / Avg: 91.58 / Max: 238.89 Min: 11.55 / Avg: 37.01 / Max: 87.25 Min: 31.27 / Avg: 49.62 / Max: 104.99 Min: 34.74 / Avg: 58.25 / Max: 128.43 Min: 7.42 / Avg: 79.9 / Max: 222.45 Min: 24.22 / Avg: 37.98 / Max: 72.74 Min: 9.69 / Avg: 38.53 / Max: 112.04 Min: 6.73 / Avg: 24.94 / Max: 64.76 Min: 14.82 / Avg: 55 / Max: 139.79 Min: 9.13 / Avg: 51.96 / Max: 154.62 Min: 15.74 / Avg: 57.78 / Max: 153.32 Min: 8.97 / Avg: 51.44 / Max: 121 Min: 9.79 / Avg: 52.96 / Max: 127.22 Min: 7.77 / Avg: 27.66 / Max: 77.07 Min: 6.77 / Avg: 23.12 / Max: 65.88 Min: 5.83 / Avg: 17.68 / Max: 48.63
clpeak GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better clpeak GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 12 24 36 48 60 Min: 47 / Avg: 49.86 / Max: 55 Min: 40 / Avg: 40.9 / Max: 43 Min: 44 / Avg: 50.88 / Max: 59 Min: 50 / Avg: 51.35 / Max: 54 Min: 50 / Avg: 51.89 / Max: 54 Min: 46 / Avg: 49.5 / Max: 54 Min: 43 / Avg: 44.68 / Max: 46 Min: 42 / Avg: 44.09 / Max: 49 Min: 42 / Avg: 43.37 / Max: 46 Min: 40 / Avg: 42.42 / Max: 47 Min: 40 / Avg: 41.69 / Max: 46 Min: 49 / Avg: 51.93 / Max: 56 Min: 42 / Avg: 45.28 / Max: 49 Min: 42 / Avg: 44.89 / Max: 50 Min: 39 / Avg: 41.4 / Max: 46 Min: 41 / Avg: 43.05 / Max: 47 Min: 37 / Avg: 39.51 / Max: 45
clpeak OpenCL Test: Double-Precision Double OpenBenchmarking.org GFLOPS, More Is Better clpeak OpenCL Test: Double-Precision Double TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 120 240 360 480 600 SE +/- 1.32, N = 3 SE +/- 0.06, N = 3 SE +/- 0.02, N = 3 SE +/- 0.38, N = 4 SE +/- 0.60, N = 3 SE +/- 1.30, N = 3 SE +/- 0.23, N = 3 SE +/- 0.58, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.03, N = 3 SE +/- 0.91, N = 3 SE +/- 0.71, N = 3 SE +/- 0.69, N = 3 SE +/- 0.46, N = 3 SE +/- 0.01, N = 3 SE +/- 0.27, N = 3 548.26 242.70 172.49 223.60 298.46 522.22 150.68 232.17 157.98 308.86 376.32 345.11 267.79 261.89 184.34 168.56 109.20 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 TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 1.0148 2.0296 3.0444 4.0592 5.074 3.98 3.07 3.44 3.80 4.19 3.17 3.47 4.05 3.72 4.31 3.65 3.73 3.33 4.05 4.51 3.75
clpeak GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 30 60 90 120 150 Min: 25.14 / Avg: 137.68 / Max: 152.18 Min: 11.51 / Avg: 56.17 / Max: 64.43 Min: 31.08 / Avg: 65.01 / Max: 74.02 Min: 35.4 / Avg: 78.46 / Max: 87.16 Min: 7.74 / Avg: 124.66 / Max: 137.37 Min: 24.22 / Avg: 47.58 / Max: 52.52 Min: 9.77 / Avg: 66.93 / Max: 76.73 Min: 6.69 / Avg: 39.04 / Max: 42.31 Min: 14.8 / Avg: 83.1 / Max: 90.69 Min: 9.08 / Avg: 87.4 / Max: 96.43 Min: 15.41 / Avg: 94.68 / Max: 108.82 Min: 8.98 / Avg: 71.77 / Max: 78.52 Min: 10.24 / Avg: 78.6 / Max: 85.65 Min: 8.02 / Avg: 45.57 / Max: 50.18 Min: 6.88 / Avg: 37.38 / Max: 40.82 Min: 5.89 / Avg: 29.14 / Max: 32.44
clpeak GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better clpeak GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 13 26 39 52 65 Min: 46 / Avg: 55.06 / Max: 59 Min: 39 / Avg: 42.21 / Max: 44 Min: 45 / Avg: 51.82 / Max: 56 Min: 50 / Avg: 53.28 / Max: 56 Min: 52 / Avg: 55.73 / Max: 59 Min: 45 / Avg: 54.02 / Max: 58 Min: 44 / Avg: 46.02 / Max: 48 Min: 40 / Avg: 47.44 / Max: 50 Min: 41 / Avg: 45.04 / Max: 47 Min: 39 / Avg: 45.22 / Max: 47 Min: 39 / Avg: 44.83 / Max: 47 Min: 49 / Avg: 58.62 / Max: 64 Min: 42 / Avg: 50.54 / Max: 54 Min: 41 / Avg: 49.2 / Max: 52 Min: 38 / Avg: 45.23 / Max: 48 Min: 40 / Avg: 45.24 / Max: 48 Min: 36 / Avg: 42.02 / Max: 44
clpeak OpenCL Test: Integer Compute INT OpenBenchmarking.org GIOPS, More Is Better clpeak OpenCL Test: Integer Compute INT TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 3K 6K 9K 12K 15K SE +/- 169.21, N = 15 SE +/- 0.30, N = 10 SE +/- 6.44, N = 12 SE +/- 6.03, N = 12 SE +/- 7.00, N = 10 SE +/- 23.37, N = 12 SE +/- 10.83, N = 15 SE +/- 65.66, N = 15 SE +/- 41.07, N = 15 SE +/- 66.40, N = 12 SE +/- 58.52, N = 13 SE +/- 51.79, N = 12 SE +/- 83.63, N = 15 SE +/- 81.72, N = 15 SE +/- 49.36, N = 15 SE +/- 10.20, N = 12 SE +/- 1.93, N = 13 13783.93 2076.45 4280.55 1695.79 2430.55 13629.37 1275.12 5356.84 4128.39 8484.41 10266.72 9141.23 7133.77 6930.21 4734.36 4338.67 2641.38 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 TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 30 60 90 120 150 131.83 97.06 25.67 26.36 150.19 20.82 115.24 136.19 124.06 156.39 127.85 121.36 109.84 129.22 144.64 126.24
clpeak GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 50 100 150 200 250 Min: 26.07 / Avg: 104.56 / Max: 286.49 Min: 11.31 / Avg: 44.1 / Max: 128.36 Min: 30.97 / Avg: 66.06 / Max: 137.9 Min: 35.4 / Avg: 92.2 / Max: 182.88 Min: 7.45 / Avg: 90.75 / Max: 256.14 Min: 24.11 / Avg: 61.24 / Max: 122.79 Min: 9.69 / Avg: 46.48 / Max: 162.89 Min: 6.64 / Avg: 30.31 / Max: 98.17 Min: 15.16 / Avg: 68.39 / Max: 215.86 Min: 9.15 / Avg: 65.65 / Max: 248.15 Min: 15.97 / Avg: 71.5 / Max: 219.93 Min: 8.66 / Avg: 58.78 / Max: 177.55 Min: 9.91 / Avg: 63.1 / Max: 178.71 Min: 7.93 / Avg: 36.64 / Max: 122.25 Min: 6.8 / Avg: 30 / Max: 103.08 Min: 5.86 / Avg: 20.92 / Max: 68.73
clpeak GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better clpeak GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 12 24 36 48 60 Min: 51 / Avg: 53.8 / Max: 59 Min: 40 / Avg: 45.6 / Max: 51 Min: 44 / Avg: 49.84 / Max: 61 Min: 50 / Avg: 53.94 / Max: 59 Min: 53 / Avg: 58.72 / Max: 63 Min: 50 / Avg: 52.72 / Max: 58 Min: 43 / Avg: 49.61 / Max: 55 Min: 43 / Avg: 45.35 / Max: 52 Min: 43 / Avg: 44.9 / Max: 49 Min: 41 / Avg: 44.64 / Max: 52 Min: 42 / Avg: 44.25 / Max: 52 Min: 56 / Avg: 58.28 / Max: 63 Min: 47 / Avg: 50.13 / Max: 55 Min: 44 / Avg: 47.95 / Max: 54 Min: 41 / Avg: 44.38 / Max: 52 Min: 43 / Avg: 45.32 / Max: 52 Min: 38 / Avg: 40.86 / Max: 49
FAHBench OpenBenchmarking.org Ns Per Day, More Is Better FAHBench 2.3.2 TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 60 120 180 240 300 SE +/- 0.85, N = 3 SE +/- 0.06, N = 3 SE +/- 0.17, N = 3 SE +/- 0.46, N = 3 SE +/- 0.41, N = 3 SE +/- 1.17, N = 3 SE +/- 0.16, N = 3 SE +/- 0.54, N = 3 SE +/- 0.21, N = 3 SE +/- 1.06, N = 3 SE +/- 0.82, N = 3 SE +/- 0.92, N = 3 SE +/- 0.34, N = 3 SE +/- 0.32, N = 3 SE +/- 0.42, N = 3 SE +/- 0.10, N = 3 SE +/- 0.05, N = 3 292.16 137.14 135.61 139.50 151.57 290.72 102.27 178.47 82.05 221.73 248.01 235.53 199.87 200.77 138.56 125.62 75.81
FAHBench OpenBenchmarking.org Ns Per Day Per Watt, More Is Better FAHBench 2.3.2 TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 0.5153 1.0306 1.5459 2.0612 2.5765 1.92 1.77 1.65 1.65 2.00 1.61 1.92 1.68 2.00 2.10 1.96 1.99 1.92 2.06 2.29 1.73
FAHBench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better FAHBench 2.3.2 GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 40 80 120 160 200 Min: 24.02 / Avg: 152.31 / Max: 226.66 Min: 10.68 / Avg: 76.69 / Max: 110.71 Min: 6.84 / Avg: 84.35 / Max: 125.45 Min: 6.47 / Avg: 91.91 / Max: 137.12 Min: 5.74 / Avg: 145.49 / Max: 222.84 Min: 23.06 / Avg: 63.62 / Max: 94.9 Min: 9.84 / Avg: 92.83 / Max: 138.11 Min: 6.47 / Avg: 48.89 / Max: 70.46 Min: 14.63 / Avg: 110.75 / Max: 161.15 Min: 8.85 / Avg: 118.25 / Max: 174.08 Min: 14.07 / Avg: 120.06 / Max: 181.91 Min: 7.57 / Avg: 100.34 / Max: 150.44 Min: 9.68 / Avg: 104.47 / Max: 155.47 Min: 7.47 / Avg: 67.34 / Max: 101.63 Min: 6.73 / Avg: 54.9 / Max: 81.76 Min: 5.55 / Avg: 43.89 / Max: 63.5
FAHBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better FAHBench 2.3.2 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 14 28 42 56 70 Min: 35 / Avg: 53.68 / Max: 68 Min: 32 / Avg: 43.03 / Max: 48 Min: 33 / Avg: 53.73 / Max: 64 Min: 29 / Avg: 51.59 / Max: 66 Min: 28 / Avg: 52.65 / Max: 67 Min: 29 / Avg: 49.77 / Max: 65 Min: 33 / Avg: 48.12 / Max: 59 Min: 29 / Avg: 49.12 / Max: 63 Min: 30 / Avg: 44 / Max: 55 Min: 29 / Avg: 46.68 / Max: 58 Min: 28 / Avg: 46.55 / Max: 58 Min: 28 / Avg: 55.99 / Max: 74 Min: 29 / Avg: 51.93 / Max: 66 Min: 33 / Avg: 51.66 / Max: 65 Min: 29 / Avg: 47.21 / Max: 59 Min: 30 / Avg: 50.01 / Max: 64 Min: 27 / Avg: 46.77 / Max: 59
FinanceBench Benchmark: Black-Scholes OpenCL OpenBenchmarking.org ms, Fewer Is Better FinanceBench 2016-06-06 Benchmark: Black-Scholes OpenCL TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 6 12 18 24 30 SE +/- 0.001983, N = 15 SE +/- 0.003359, N = 15 SE +/- 0.001295, N = 14 SE +/- 0.209293, N = 15 SE +/- 0.003290, N = 15 SE +/- 0.001717, N = 14 SE +/- 0.317433, N = 15 SE +/- 0.000959, N = 14 SE +/- 0.001228, N = 14 SE +/- 0.014259, N = 15 SE +/- 0.003249, N = 15 SE +/- 0.001547, N = 14 SE +/- 0.001589, N = 14 SE +/- 0.015324, N = 15 SE +/- 0.001932, N = 14 SE +/- 0.001244, N = 14 SE +/- 0.002491, N = 14 5.701000 7.298000 15.271000 8.968000 6.981000 6.020000 13.340000 12.555000 16.577785 8.263000 6.811000 7.657000 10.254000 10.498000 14.385000 15.259000 24.145285 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 TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 12 24 36 48 60 Min: 24.7 / Avg: 38.84 / Max: 59.62 Min: 11.38 / Avg: 21.68 / Max: 35 Min: 30.74 / Avg: 38.09 / Max: 44.91 Min: 34.48 / Avg: 37.96 / Max: 41.35 Min: 6.58 / Avg: 29.78 / Max: 53.12 Min: 24.02 / Avg: 28.54 / Max: 34.93 Min: 9.59 / Avg: 21.32 / Max: 35.76 Min: 6.65 / Avg: 13.23 / Max: 20.93 Min: 14.56 / Avg: 28.59 / Max: 46.88 Min: 9 / Avg: 29.32 / Max: 48.16 Min: 15.36 / Avg: 31.49 / Max: 51.96 Min: 8.3 / Avg: 20.71 / Max: 37.14 Min: 9.85 / Avg: 24.96 / Max: 41.32 Min: 7.58 / Avg: 14.8 / Max: 25.66 Min: 6.77 / Avg: 12.6 / Max: 20.59 Min: 5.79 / Avg: 10.62 / Max: 17.61
FinanceBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better FinanceBench 2016-06-06 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 10 20 30 40 50 Min: 41 / Avg: 42.67 / Max: 44 Min: 39 / Avg: 39.94 / Max: 41 Min: 45 / Avg: 46.81 / Max: 49 Min: 43 / Avg: 48.67 / Max: 50 Min: 46 / Avg: 47.39 / Max: 50 Min: 42 / Avg: 43.96 / Max: 46 Min: 40 / Avg: 42.76 / Max: 46 Min: 37 / Avg: 38.7 / Max: 41 Min: 39 / Avg: 39.86 / Max: 41 Min: 37 / Avg: 38.3 / Max: 40 Min: 37 / Avg: 38.31 / Max: 40 Min: 45 / Avg: 46.84 / Max: 49 Min: 38 / Avg: 39.74 / Max: 42 Min: 38 / Avg: 39.66 / Max: 42 Min: 36 / Avg: 37.83 / Max: 39 Min: 36 / Avg: 37.72 / Max: 40 Min: 34 / Avg: 35.36 / Max: 37
GPU Power Consumption Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Watts GPU Power Consumption Monitor Phoronix Test Suite System Monitoring TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 60 120 180 240 300 Min: 24.02 / Avg: 126.58 / Max: 312.98 Min: 10.68 / Avg: 67.65 / Max: 128.36 Min: 6.84 / Avg: 82.21 / Max: 159.92 Min: 6.47 / Avg: 92.36 / Max: 196.24 Min: 5.74 / Avg: 124.11 / Max: 273.84 Min: 6.24 / Avg: 64.43 / Max: 128.04 Min: 9.59 / Avg: 74.07 / Max: 165.3 Min: 6.47 / Avg: 47.87 / Max: 99.24 Min: 14.36 / Avg: 96.17 / Max: 217.58 Min: 8.85 / Avg: 91.93 / Max: 248.16 Min: 13.71 / Avg: 103.45 / Max: 219.93 Min: 7.57 / Avg: 85.38 / Max: 180.92 Min: 9.27 / Avg: 88.74 / Max: 180.97 Min: 7.22 / Avg: 59.54 / Max: 132.74 Min: 6.72 / Avg: 45.57 / Max: 122.32 Min: 5.55 / Avg: 37.62 / Max: 70.94
GPU Temperature Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Celsius GPU Temperature Monitor Phoronix Test Suite System Monitoring TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 16 32 48 64 80 Min: 35 / Avg: 55.61 / Max: 78 Min: 32 / Avg: 45.46 / Max: 58 Min: 33 / Avg: 55.48 / Max: 68 Min: 29 / Avg: 59.81 / Max: 78 Min: 28 / Avg: 61.17 / Max: 83 Min: 29 / Avg: 56.11 / Max: 78 Min: 32 / Avg: 52.77 / Max: 69 Min: 29 / Avg: 51.56 / Max: 73 Min: 30 / Avg: 50.85 / Max: 66 Min: 29 / Avg: 50.76 / Max: 71 Min: 28 / Avg: 49.61 / Max: 73 Min: 28 / Avg: 62.06 / Max: 83 Min: 29 / Avg: 54.87 / Max: 76 Min: 33 / Avg: 53.72 / Max: 74 Min: 29 / Avg: 48.98 / Max: 66 Min: 30 / Avg: 51.27 / Max: 76 Min: 27 / Avg: 49.62 / Max: 67
GROMACS Water Benchmark OpenBenchmarking.org Ns Per Day, More Is Better GROMACS 2020.3 Water Benchmark TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 2 4 6 8 10 SE +/- 0.005, N = 3 SE +/- 0.002, N = 3 SE +/- 0.007, N = 3 SE +/- 0.003, N = 3 SE +/- 0.004, N = 3 SE +/- 0.020, N = 2 SE +/- 0.003, N = 3 SE +/- 0.008, N = 3 SE +/- 0.004, N = 3 SE +/- 0.008, N = 3 SE +/- 0.041, N = 3 SE +/- 0.015, N = 3 SE +/- 0.013, N = 3 SE +/- 0.016, N = 3 SE +/- 0.006, N = 3 SE +/- 0.010, N = 3 SE +/- 0.005, N = 3 7.117 4.259 4.629 4.052 4.634 7.136 3.181 5.416 4.122 6.249 6.572 6.536 5.865 5.789 4.789 4.412 3.253 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 TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 0.0135 0.027 0.0405 0.054 0.0675 0.04 0.05 0.03 0.03 0.04 0.03 0.04 0.05 0.04 0.04 0.04 0.04 0.04 0.05 0.05 0.06
GROMACS GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better GROMACS 2020.3 GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 50 100 150 200 250 Min: 28.41 / Avg: 183.67 / Max: 253.4 Min: 12.53 / Avg: 98.59 / Max: 118.2 Min: 9.17 / Avg: 127.84 / Max: 159.92 Min: 8.59 / Avg: 143.08 / Max: 188.71 Min: 8.18 / Avg: 177.36 / Max: 245.82 Min: 6.82 / Avg: 101.45 / Max: 119.47 Min: 10.43 / Avg: 123.5 / Max: 148.47 Min: 6.84 / Avg: 76.01 / Max: 98.51 Min: 15.27 / Avg: 147.27 / Max: 182.67 Min: 9.33 / Avg: 148.08 / Max: 198.32 Min: 16.56 / Avg: 163.47 / Max: 188.76 Min: 9.62 / Avg: 134.37 / Max: 160.44 Min: 10.06 / Avg: 133.83 / Max: 160.45 Min: 7.99 / Avg: 94.33 / Max: 123.94 Min: 6.93 / Avg: 82.53 / Max: 101.38 Min: 6.42 / Avg: 57.74 / Max: 68.77
GROMACS GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better GROMACS 2020.3 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 15 30 45 60 75 Min: 56 / Avg: 66.11 / Max: 70 Min: 41 / Avg: 49.96 / Max: 52 Min: 44 / Avg: 62.14 / Max: 66 Min: 55 / Avg: 69.53 / Max: 73 Min: 56 / Avg: 71.05 / Max: 75 Min: 53 / Avg: 65.1 / Max: 70 Min: 47 / Avg: 62.97 / Max: 66 Min: 48 / Avg: 63.82 / Max: 68 Min: 48 / Avg: 61.34 / Max: 65 Min: 47 / Avg: 60.62 / Max: 66 Min: 47 / Avg: 59.66 / Max: 65 Min: 59 / Avg: 73.09 / Max: 78 Min: 53 / Avg: 66.74 / Max: 71 Min: 49 / Avg: 65.18 / Max: 70 Min: 44 / Avg: 58.92 / Max: 62 Min: 51 / Avg: 68.65 / Max: 73 Min: 46 / Avg: 61.73 / Max: 65
LeelaChessZero Backend: OpenCL OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.26 Backend: OpenCL TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 5K 10K 15K 20K 25K SE +/- 20.50, N = 3 SE +/- 54.30, N = 3 SE +/- 85.75, N = 3 SE +/- 57.21, N = 3 SE +/- 55.16, N = 3 SE +/- 28.32, N = 3 SE +/- 64.75, N = 3 SE +/- 19.16, N = 3 SE +/- 28.58, N = 3 SE +/- 79.08, N = 3 SE +/- 77.45, N = 3 SE +/- 70.73, N = 3 SE +/- 61.94, N = 3 SE +/- 56.77, N = 3 SE +/- 3.38, N = 3 SE +/- 6.17, N = 3 22424 9947 7366 9750 12662 21839 5933 10290 5151 14730 17501 15442 12311 12335 7733 5895 3101 1. (CXX) g++ options: -flto -pthread
LeelaChessZero Backend: OpenCL OpenBenchmarking.org Nodes Per Second Per Watt, More Is Better LeelaChessZero 0.26 Backend: OpenCL TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 20 40 60 80 100 92.25 61.68 68.72 73.86 90.17 53.83 68.29 57.19 79.82 90.18 79.06 74.92 74.56 65.81 62.39 47.40
LeelaChessZero GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LeelaChessZero 0.26 GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 50 100 150 200 250 Min: 29.44 / Avg: 243.07 / Max: 285.71 Min: 13.18 / Avg: 119.43 / Max: 127.66 Min: 32.1 / Avg: 141.88 / Max: 158.33 Min: 38.49 / Avg: 171.42 / Max: 192.49 Min: 8.08 / Avg: 242.19 / Max: 270.23 Min: 24.89 / Avg: 110.21 / Max: 121.15 Min: 9.98 / Avg: 150.69 / Max: 164.05 Min: 7.1 / Avg: 90.06 / Max: 97.22 Min: 16.33 / Avg: 184.55 / Max: 211.14 Min: 9.63 / Avg: 194.07 / Max: 228.85 Min: 16.75 / Avg: 195.31 / Max: 219.29 Min: 10.41 / Avg: 164.33 / Max: 179.55 Min: 10.41 / Avg: 165.45 / Max: 177.84 Min: 8.23 / Avg: 117.51 / Max: 127.83 Min: 7.22 / Avg: 94.49 / Max: 103.26 Min: 6.78 / Avg: 65.42 / Max: 69.66
LeelaChessZero GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LeelaChessZero 0.26 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 16 32 48 64 80 Min: 51 / Avg: 73.94 / Max: 77 Min: 42 / Avg: 54.96 / Max: 57 Min: 44 / Avg: 66.63 / Max: 68 Min: 62 / Avg: 76.77 / Max: 78 Min: 64 / Avg: 81.05 / Max: 83 Min: 52 / Avg: 75.77 / Max: 78 Min: 55 / Avg: 67.85 / Max: 69 Min: 52 / Avg: 71.03 / Max: 73 Min: 54 / Avg: 64.93 / Max: 66 Min: 49 / Avg: 68.78 / Max: 71 Min: 50 / Avg: 70.11 / Max: 73 Min: 62 / Avg: 81.37 / Max: 83 Min: 55 / Avg: 73.93 / Max: 75 Min: 51 / Avg: 71.87 / Max: 74 Min: 47 / Avg: 64.77 / Max: 66 Min: 57 / Avg: 72.92 / Max: 74 Min: 51 / Avg: 66.26 / Max: 67
LuxCoreRender OpenCL Scene: LuxCore Benchmark OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: LuxCore Benchmark TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 1.1228 2.2456 3.3684 4.4912 5.614 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 4.99 2.24 2.26 2.12 2.13 4.75 1.53 2.79 1.36 3.69 3.62 3.55 3.49 3.54 2.11 2.20 1.51 MIN: 0.32 / MAX: 5.69 MIN: 0.27 / MAX: 2.52 MIN: 0.27 / MAX: 2.54 MIN: 0.27 / MAX: 2.4 MIN: 0.27 / MAX: 2.39 MIN: 0.32 / MAX: 5.39 MIN: 0.23 / MAX: 1.72 MIN: 0.27 / MAX: 3.18 MIN: 0.23 / MAX: 1.51 MIN: 0.27 / MAX: 4.23 MIN: 0.27 / MAX: 4.17 MIN: 0.27 / MAX: 4.09 MIN: 0.27 / MAX: 3.96 MIN: 0.27 / MAX: 4.03 MIN: 0.23 / MAX: 2.4 MIN: 0.32 / MAX: 2.47 MIN: 0.27 / MAX: 1.68
LuxCoreRender OpenCL Scene: LuxCore Benchmark OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender OpenCL 2.3 Scene: LuxCore Benchmark TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 0.0068 0.0136 0.0204 0.0272 0.034 0.03 0.03 0.02 0.02 0.03 0.02 0.03 0.02 0.03 0.03 0.02 0.03 0.03 0.03 0.03 0.03
LuxCoreRender OpenCL GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 40 80 120 160 200 Min: 33.01 / Avg: 198.26 / Max: 230.17 Min: 12.48 / Avg: 89.51 / Max: 102.26 Min: 9.85 / Avg: 92.59 / Max: 107.45 Min: 8.89 / Avg: 98.17 / Max: 113.19 Min: 9.89 / Avg: 188.03 / Max: 219.76 Min: 6.91 / Avg: 67.54 / Max: 78.07 Min: 10.02 / Avg: 107.3 / Max: 123.66 Min: 7.08 / Avg: 56.85 / Max: 65.46 Min: 15.74 / Avg: 133.9 / Max: 154.01 Min: 9.48 / Avg: 129.97 / Max: 149.58 Min: 18.08 / Avg: 143.74 / Max: 165.26 Min: 10.72 / Avg: 122.57 / Max: 142.7 Min: 10.07 / Avg: 129.42 / Max: 151.14 Min: 8.01 / Avg: 75.03 / Max: 86.97 Min: 7.02 / Avg: 63.52 / Max: 73.59 Min: 6.67 / Avg: 49.99 / Max: 57.06
LuxCoreRender OpenCL GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 14 28 42 56 70 Min: 62 / Avg: 69.84 / Max: 72 Min: 43 / Avg: 46.89 / Max: 48 Min: 44 / Avg: 58.55 / Max: 62 Min: 59 / Avg: 63.75 / Max: 66 Min: 60 / Avg: 63.57 / Max: 65 Min: 62 / Avg: 69.64 / Max: 72 Min: 48 / Avg: 55.68 / Max: 58 Min: 53 / Avg: 62.49 / Max: 65 Min: 53 / Avg: 57.09 / Max: 59 Min: 56 / Avg: 62.59 / Max: 65 Min: 54 / Avg: 60.5 / Max: 63 Min: 63 / Avg: 71.52 / Max: 75 Min: 58 / Avg: 65.68 / Max: 68 Min: 55 / Avg: 66.1 / Max: 69 Min: 46 / Avg: 54.11 / Max: 57 Min: 55 / Avg: 61.88 / Max: 64 Min: 49 / Avg: 57.1 / Max: 59
LuxCoreRender OpenCL Scene: DLSC OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: DLSC TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 1.3455 2.691 4.0365 5.382 6.7275 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 5.98 2.55 2.63 2.46 2.45 5.67 1.78 3.34 1.61 4.44 4.38 4.32 4.17 4.20 2.51 2.56 1.73 MIN: 4.3 / MAX: 6.07 MIN: 2.31 / MAX: 2.62 MIN: 2.55 / MAX: 2.68 MIN: 2.29 / MAX: 2.51 MIN: 2.29 / MAX: 2.5 MIN: 5.22 / MAX: 5.74 MIN: 1.64 / MAX: 1.82 MIN: 3.13 / MAX: 3.41 MIN: 1.43 / MAX: 1.65 MIN: 4.11 / MAX: 4.55 MIN: 3.78 / MAX: 4.5 MIN: 4.11 / MAX: 4.45 MIN: 4.09 / MAX: 4.28 MIN: 4.1 / MAX: 4.33 MIN: 2.26 / MAX: 2.58 MIN: 2.31 / MAX: 2.64 MIN: 1.64 / MAX: 1.78
LuxCoreRender OpenCL Scene: DLSC OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender OpenCL 2.3 Scene: DLSC TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 0.009 0.018 0.027 0.036 0.045 0.03 0.03 0.02 0.02 0.03 0.02 0.03 0.03 0.03 0.03 0.03 0.03 0.03 0.03 0.04 0.03
LuxCoreRender OpenCL GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 40 80 120 160 200 Min: 30.73 / Avg: 218.61 / Max: 238.09 Min: 11.59 / Avg: 95.71 / Max: 104.88 Min: 9.08 / Avg: 100.66 / Max: 113.55 Min: 8.6 / Avg: 106.6 / Max: 119.21 Min: 9.21 / Avg: 208.23 / Max: 228.17 Min: 6.82 / Avg: 72.94 / Max: 82.93 Min: 9.88 / Avg: 118.19 / Max: 128.53 Min: 6.95 / Avg: 61.64 / Max: 67.79 Min: 15.32 / Avg: 146.09 / Max: 159 Min: 9.61 / Avg: 143.22 / Max: 155.86 Min: 16.54 / Avg: 158.89 / Max: 173.12 Min: 9.33 / Avg: 134.55 / Max: 148.35 Min: 9.96 / Avg: 141.46 / Max: 155.06 Min: 8.11 / Avg: 83.51 / Max: 91.56 Min: 6.96 / Avg: 69.38 / Max: 76.5 Min: 6.53 / Avg: 53.72 / Max: 58.56
LuxCoreRender OpenCL GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 15 30 45 60 75 Min: 58 / Avg: 70.91 / Max: 74 Min: 41 / Avg: 47.28 / Max: 49 Min: 43 / Avg: 60.26 / Max: 63 Min: 56 / Avg: 64.88 / Max: 68 Min: 56 / Avg: 64.6 / Max: 68 Min: 57 / Avg: 70.39 / Max: 73 Min: 47 / Avg: 56.85 / Max: 59 Min: 51 / Avg: 64 / Max: 67 Min: 51 / Avg: 57.16 / Max: 60 Min: 53 / Avg: 63.15 / Max: 66 Min: 51 / Avg: 60.29 / Max: 63 Min: 60 / Avg: 73.48 / Max: 77 Min: 54 / Avg: 66.84 / Max: 71 Min: 53 / Avg: 67.61 / Max: 71 Min: 44 / Avg: 55.86 / Max: 59 Min: 52 / Avg: 62.73 / Max: 66 Min: 47 / Avg: 58.18 / Max: 61
LuxCoreRender OpenCL Scene: Rainbow Colors and Prism OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: Rainbow Colors and Prism TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 3 6 9 12 15 SE +/- 0.18, N = 4 SE +/- 0.13, N = 12 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 4 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.03, N = 4 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 4 SE +/- 0.09, N = 4 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 12.73 5.38 5.61 6.62 4.23 12.33 5.41 7.97 2.73 10.21 9.14 9.24 10.98 11.32 5.01 5.58 3.93 MIN: 11.95 / MAX: 14 MIN: 1.63 / MAX: 5.69 MIN: 5.07 / MAX: 5.86 MIN: 5.17 / MAX: 6.91 MIN: 3.57 / MAX: 4.38 MIN: 11.33 / MAX: 12.81 MIN: 4.66 / MAX: 5.64 MIN: 6.98 / MAX: 8.23 MIN: 2.15 / MAX: 2.83 MIN: 9.44 / MAX: 10.58 MIN: 7.66 / MAX: 9.61 MIN: 8.34 / MAX: 9.72 MIN: 9.7 / MAX: 11.42 MIN: 10.46 / MAX: 11.82 MIN: 3.24 / MAX: 5.25 MIN: 4.65 / MAX: 5.8 MIN: 3.46 / MAX: 4.06
LuxCoreRender OpenCL Scene: Rainbow Colors and Prism OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender OpenCL 2.3 Scene: Rainbow Colors and Prism TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 0.0225 0.045 0.0675 0.09 0.1125 0.08 0.07 0.08 0.05 0.08 0.08 0.08 0.05 0.09 0.08 0.08 0.10 0.10 0.07 0.10 0.09
LuxCoreRender OpenCL GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 40 80 120 160 200 Min: 32.37 / Avg: 164.15 / Max: 211.46 Min: 12.5 / Avg: 79.62 / Max: 92.09 Min: 9.51 / Avg: 84.72 / Max: 98.6 Min: 8.94 / Avg: 84.06 / Max: 93.52 Min: 11.02 / Avg: 152.05 / Max: 198.63 Min: 7.11 / Avg: 65.55 / Max: 74.79 Min: 9.92 / Avg: 94.01 / Max: 113.17 Min: 6.81 / Avg: 52.04 / Max: 56.28 Min: 15.7 / Avg: 112.53 / Max: 141.4 Min: 9.5 / Avg: 110.62 / Max: 134.26 Min: 17.55 / Avg: 120.03 / Max: 144.72 Min: 10.31 / Avg: 106.39 / Max: 135.66 Min: 10.1 / Avg: 115.26 / Max: 146.1 Min: 8.23 / Avg: 69.24 / Max: 79.18 Min: 6.94 / Avg: 55.33 / Max: 65.23 Min: 6.66 / Avg: 46.15 / Max: 51.34
LuxCoreRender OpenCL GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 13 26 39 52 65 Min: 61 / Avg: 65.44 / Max: 68 Min: 43 / Avg: 45.47 / Max: 46 Min: 44 / Avg: 55.11 / Max: 58 Min: 59 / Avg: 61.43 / Max: 62 Min: 59 / Avg: 60.23 / Max: 61 Min: 61 / Avg: 65.13 / Max: 67 Min: 49 / Avg: 54.56 / Max: 56 Min: 53 / Avg: 59.13 / Max: 61 Min: 52 / Avg: 55.72 / Max: 56 Min: 55 / Avg: 59.19 / Max: 61 Min: 52 / Avg: 56.56 / Max: 58 Min: 63 / Avg: 66.85 / Max: 68 Min: 57 / Avg: 61.64 / Max: 64 Min: 55 / Avg: 62.82 / Max: 66 Min: 46 / Avg: 52.14 / Max: 54 Min: 54 / Avg: 58.09 / Max: 60 Min: 48 / Avg: 54.9 / Max: 56
LuxCoreRender OpenCL Scene: Food OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: Food TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 0.5018 1.0036 1.5054 2.0072 2.509 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 4 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 4 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 2.23 0.98 1.09 0.92 0.99 2.23 0.65 1.17 0.81 1.90 1.93 1.87 1.30 1.33 1.07 0.99 0.67 MIN: 0.25 / MAX: 2.7 MIN: 0.24 / MAX: 1.14 MIN: 0.25 / MAX: 1.26 MIN: 0.23 / MAX: 1.06 MIN: 0.24 / MAX: 1.15 MIN: 0.32 / MAX: 2.65 MIN: 0.22 / MAX: 0.74 MIN: 0.26 / MAX: 1.39 MIN: 0.24 / MAX: 0.93 MIN: 0.28 / MAX: 2.24 MIN: 0.29 / MAX: 2.33 MIN: 0.25 / MAX: 2.25 MIN: 0.29 / MAX: 1.49 MIN: 0.29 / MAX: 1.53 MIN: 0.25 / MAX: 1.23 MIN: 0.24 / MAX: 1.16 MIN: 0.22 / MAX: 0.8
LuxCoreRender OpenCL Scene: Food OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender OpenCL 2.3 Scene: Food TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 0.0045 0.009 0.0135 0.018 0.0225 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.02 0.01 0.01 0.01 0.01 0.02 0.01
LuxCoreRender OpenCL GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 40 80 120 160 200 Min: 29.15 / Avg: 184.38 / Max: 215.68 Min: 11.39 / Avg: 83.39 / Max: 96.86 Min: 31.41 / Avg: 83.19 / Max: 96.02 Min: 8.06 / Avg: 90.12 / Max: 106.33 Min: 8.82 / Avg: 171.77 / Max: 204.48 Min: 8.17 / Avg: 58.96 / Max: 71.04 Min: 9.83 / Avg: 95.49 / Max: 112.99 Min: 6.84 / Avg: 56.54 / Max: 67.05 Min: 15.06 / Avg: 127.11 / Max: 149.45 Min: 9.22 / Avg: 126.41 / Max: 148.49 Min: 16.79 / Avg: 136.69 / Max: 160.16 Min: 8.82 / Avg: 101.18 / Max: 118.96 Min: 10.05 / Avg: 107.3 / Max: 127.48 Min: 8.27 / Avg: 72.78 / Max: 85.29 Min: 6.92 / Avg: 57.37 / Max: 67.67 Min: 6.24 / Avg: 44.99 / Max: 53.28
LuxCoreRender OpenCL GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender OpenCL 2.3 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 14 28 42 56 70 Min: 56 / Avg: 66.77 / Max: 70 Min: 41 / Avg: 45.37 / Max: 47 Min: 43 / Avg: 56.95 / Max: 60 Min: 58 / Avg: 61.15 / Max: 63 Min: 53 / Avg: 60.67 / Max: 64 Min: 55 / Avg: 66.31 / Max: 70 Min: 48 / Avg: 52.79 / Max: 55 Min: 50 / Avg: 59.77 / Max: 63 Min: 50 / Avg: 56.2 / Max: 59 Min: 51 / Avg: 59.52 / Max: 63 Min: 48 / Avg: 57.04 / Max: 60 Min: 57 / Avg: 70 / Max: 74 Min: 51 / Avg: 60.11 / Max: 64 Min: 52 / Avg: 61.53 / Max: 64 Min: 43 / Avg: 53.33 / Max: 56 Min: 49 / Avg: 57.98 / Max: 61 Min: 46 / Avg: 54.15 / Max: 57
MandelGPU OpenCL Device: GPU OpenBenchmarking.org Samples/sec, More Is Better MandelGPU 1.3pts1 OpenCL Device: GPU TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 100M 200M 300M 400M 500M SE +/- 2829613.77, N = 10 SE +/- 459096.61, N = 7 SE +/- 173522.04, N = 7 SE +/- 327094.24, N = 7 SE +/- 528438.95, N = 8 SE +/- 2765042.11, N = 10 SE +/- 339240.54, N = 6 SE +/- 1119740.36, N = 8 SE +/- 421595.14, N = 7 SE +/- 1663935.40, N = 9 SE +/- 2703218.20, N = 9 SE +/- 1245853.73, N = 9 SE +/- 2064512.42, N = 8 SE +/- 1074135.38, N = 8 SE +/- 340263.98, N = 7 SE +/- 481764.73, N = 7 SE +/- 92918.17, N = 6 480798376.6 194875210.8 200846066.4 184077179.7 231826397.8 448915216.6 130290433.8 252924048.7 186025762.6 323061985.4 374422420.6 345359936.4 284631717.4 281931310.0 210891296.2 193795979.5 132266243.9 1. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL
MandelGPU OpenCL Device: GPU OpenBenchmarking.org Samples/sec Per Watt, More Is Better MandelGPU 1.3pts1 OpenCL Device: GPU TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 900K 1800K 2700K 3600K 4500K 3918310.99 2835520.58 2106550.52 2450550.94 4199725.88 1865313.24 2986480.82 3406236.85 3463394.61 3966294.18 3430972.39 3369143.18 3246088.29 3300105.69 3615143.30 2875574.33
MandelGPU GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better MandelGPU 1.3pts1 GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 50 100 150 200 250 Min: 25.07 / Avg: 122.71 / Max: 281.34 Min: 11.37 / Avg: 70.83 / Max: 115.9 Min: 31.33 / Avg: 87.38 / Max: 126.34 Min: 34.87 / Avg: 94.6 / Max: 150.78 Min: 6.9 / Avg: 106.89 / Max: 262.87 Min: 24.32 / Avg: 69.85 / Max: 93.11 Min: 9.83 / Avg: 84.69 / Max: 152.83 Min: 6.73 / Avg: 54.61 / Max: 88.86 Min: 14.94 / Avg: 93.28 / Max: 182.87 Min: 9.1 / Avg: 94.4 / Max: 206.38 Min: 15.84 / Avg: 100.66 / Max: 206.01 Min: 9.77 / Avg: 84.48 / Max: 163.29 Min: 9.7 / Avg: 86.85 / Max: 166.27 Min: 8 / Avg: 63.9 / Max: 110.08 Min: 6.95 / Avg: 53.61 / Max: 90.51 Min: 6.41 / Avg: 46 / Max: 66.5
MandelGPU GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better MandelGPU 1.3pts1 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 13 26 39 52 65 Min: 45 / Avg: 50.53 / Max: 57 Min: 41 / Avg: 44.84 / Max: 47 Min: 43 / Avg: 53.48 / Max: 61 Min: 52 / Avg: 59.08 / Max: 64 Min: 53 / Avg: 59.89 / Max: 65 Min: 45 / Avg: 49.86 / Max: 56 Min: 45 / Avg: 50.48 / Max: 55 Min: 43 / Avg: 51.32 / Max: 59 Min: 43 / Avg: 48.53 / Max: 53 Min: 39 / Avg: 45.27 / Max: 51 Min: 41 / Avg: 46.02 / Max: 52 Min: 54 / Avg: 61.07 / Max: 67 Min: 46 / Avg: 52.72 / Max: 59 Min: 41 / Avg: 48.95 / Max: 56 Min: 41 / Avg: 49.47 / Max: 56 Min: 45 / Avg: 52.95 / Max: 59 Min: 42 / Avg: 52.92 / Max: 59
Mixbench Backend: OpenCL - Benchmark: Single Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Single Precision TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 3K 6K 9K 12K 15K SE +/- 619.26, N = 15 SE +/- 2.95, N = 12 SE +/- 8.38, N = 13 SE +/- 12.17, N = 15 SE +/- 11.17, N = 14 SE +/- 66.33, N = 15 SE +/- 2.22, N = 13 SE +/- 6.45, N = 13 SE +/- 1.39, N = 13 SE +/- 4.39, N = 14 SE +/- 8.02, N = 14 SE +/- 14.62, N = 14 SE +/- 10.00, N = 13 SE +/- 2.35, N = 13 SE +/- 6.62, N = 13 SE +/- 5.87, N = 13 SE +/- 0.54, N = 12 15032.47 7018.90 5462.59 6476.92 8520.97 16061.09 4355.28 7222.28 4943.06 9630.83 11758.65 10812.52 8357.96 8159.15 5821.19 5259.29 3441.36 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 TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 70 140 210 280 350 255.06 170.02 127.27 157.14 324.58 114.75 204.71 242.21 233.45 291.16 242.46 255.37 220.49 240.48 278.71 183.99
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 20 40 60 80 100 Min: 26.16 / Avg: 58.94 / Max: 110.18 Min: 11.48 / Avg: 32.13 / Max: 59.86 Min: 32.53 / Avg: 50.89 / Max: 90.12 Min: 35.98 / Avg: 54.22 / Max: 98.21 Min: 7.67 / Avg: 49.48 / Max: 107.57 Min: 24.49 / Avg: 37.95 / Max: 67.08 Min: 10.25 / Avg: 35.28 / Max: 75.77 Min: 6.86 / Avg: 20.41 / Max: 45.12 Min: 15.06 / Avg: 41.26 / Max: 96.5 Min: 9.42 / Avg: 40.39 / Max: 96.54 Min: 15.62 / Avg: 44.6 / Max: 100.75 Min: 9.59 / Avg: 32.73 / Max: 81.03 Min: 9.62 / Avg: 37 / Max: 84.5 Min: 7.91 / Avg: 24.21 / Max: 52.81 Min: 6.95 / Avg: 18.87 / Max: 44.22 Min: 6.41 / Avg: 18.7 / Max: 35.54
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 12 24 36 48 60 Min: 49 / Avg: 52.13 / Max: 55 Min: 40 / Avg: 41.95 / Max: 44 Min: 43 / Avg: 47.4 / Max: 53 Min: 53 / Avg: 56.46 / Max: 60 Min: 55 / Avg: 58.05 / Max: 63 Min: 48 / Avg: 51.05 / Max: 55 Min: 46 / Avg: 50.59 / Max: 55 Min: 45 / Avg: 48.88 / Max: 52 Min: 48 / Avg: 50.81 / Max: 54 Min: 45 / Avg: 48.63 / Max: 53 Min: 44 / Avg: 47.62 / Max: 52 Min: 51 / Avg: 54.48 / Max: 58 Min: 45 / Avg: 48.89 / Max: 53 Min: 45 / Avg: 49.2 / Max: 53 Min: 40 / Avg: 42.81 / Max: 46 Min: 46 / Avg: 49.88 / Max: 55 Min: 42 / Avg: 45.81 / Max: 51
Mixbench Backend: OpenCL - Benchmark: Double Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Double Precision TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 100 200 300 400 500 SE +/- 1.13, N = 14 SE +/- 0.08, N = 14 SE +/- 0.22, N = 13 SE +/- 0.06, N = 13 SE +/- 0.15, N = 14 SE +/- 0.56, N = 15 SE +/- 0.23, N = 13 SE +/- 0.00, N = 13 SE +/- 0.15, N = 13 SE +/- 0.00, N = 14 SE +/- 0.08, N = 15 SE +/- 0.56, N = 14 SE +/- 0.11, N = 15 SE +/- 0.01, N = 13 SE +/- 0.12, N = 13 SE +/- 0.14, N = 13 SE +/- 0.01, N = 12 454.37 241.99 144.30 224.82 296.66 436.81 150.48 194.80 132.75 259.11 315.03 290.13 226.65 222.15 155.78 141.25 91.77 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 TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 3 6 9 12 15 8.25 4.51 4.50 5.59 9.72 4.03 5.87 6.35 6.34 8.02 6.70 7.18 6.18 6.55 7.51 5.15
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 20 40 60 80 100 Min: 25.19 / Avg: 55.07 / Max: 113.08 Min: 11.6 / Avg: 32.03 / Max: 61.28 Min: 39.25 / Avg: 49.97 / Max: 89.58 Min: 34.81 / Avg: 53.1 / Max: 100.47 Min: 6.89 / Avg: 44.94 / Max: 100.82 Min: 24.22 / Avg: 37.34 / Max: 65.39 Min: 9.7 / Avg: 33.19 / Max: 74.41 Min: 6.62 / Avg: 20.92 / Max: 44.66 Min: 14.87 / Avg: 40.85 / Max: 90.53 Min: 9.22 / Avg: 39.29 / Max: 96.4 Min: 15.25 / Avg: 43.31 / Max: 95.09 Min: 8.65 / Avg: 31.55 / Max: 75.95 Min: 9.49 / Avg: 35.96 / Max: 83.24 Min: 7.57 / Avg: 23.8 / Max: 51.7 Min: 6.81 / Avg: 18.8 / Max: 43.85 Min: 6.12 / Avg: 17.81 / Max: 34.1
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 11 22 33 44 55 Min: 45 / Avg: 47.21 / Max: 49 Min: 39 / Avg: 39.85 / Max: 41 Min: 48 / Avg: 52.35 / Max: 56 Min: 52 / Avg: 52.48 / Max: 54 Min: 51 / Avg: 52.18 / Max: 53 Min: 43 / Avg: 45.36 / Max: 47 Min: 44 / Avg: 45.66 / Max: 47 Min: 42 / Avg: 44.34 / Max: 47 Min: 45 / Avg: 46.38 / Max: 48 Min: 42 / Avg: 43.63 / Max: 46 Min: 40 / Avg: 42.48 / Max: 45 Min: 48 / Avg: 49.42 / Max: 51 Min: 41 / Avg: 42.86 / Max: 45 Min: 42 / Avg: 44.21 / Max: 47 Min: 38 / Avg: 39.27 / Max: 41 Min: 42 / Avg: 43.63 / Max: 47 Min: 38 / Avg: 40.19 / Max: 43
Mixbench Backend: OpenCL - Benchmark: Integer OpenBenchmarking.org GIOPS, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Integer TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 4K 8K 12K 16K 20K SE +/- 63.55, N = 15 SE +/- 0.83, N = 14 SE +/- 7.30, N = 13 SE +/- 0.96, N = 13 SE +/- 6.51, N = 15 SE +/- 11.06, N = 14 SE +/- 2.70, N = 14 SE +/- 14.13, N = 13 SE +/- 0.38, N = 13 SE +/- 1.47, N = 14 SE +/- 11.48, N = 14 SE +/- 1.20, N = 14 SE +/- 1.82, N = 13 SE +/- 2.40, N = 13 SE +/- 50.53, N = 15 SE +/- 0.61, N = 13 SE +/- 0.52, N = 12 16979.99 2157.31 5432.40 2019.08 2655.58 16323.94 1354.14 7275.33 4975.18 9696.38 11752.11 10930.56 8362.86 8218.02 5803.63 5303.51 3466.72 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 TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 80 160 240 320 400 319.78 172.29 41.66 49.41 351.52 35.89 216.92 239.46 239.20 304.24 256.49 269.58 233.12 243.20 286.03 190.42
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 20 40 60 80 100 Min: 24.88 / Avg: 53.1 / Max: 112.58 Min: 11.56 / Avg: 31.53 / Max: 61.07 Min: 30.99 / Avg: 48.47 / Max: 88.96 Min: 34.96 / Avg: 53.75 / Max: 96.25 Min: 6.53 / Avg: 46.44 / Max: 105.43 Min: 23.91 / Avg: 37.74 / Max: 67.69 Min: 9.59 / Avg: 33.54 / Max: 75.71 Min: 6.77 / Avg: 20.78 / Max: 45.04 Min: 14.58 / Avg: 40.54 / Max: 87.26 Min: 9.12 / Avg: 38.63 / Max: 85.74 Min: 14.88 / Avg: 42.62 / Max: 87.11 Min: 8.74 / Avg: 31.02 / Max: 74.53 Min: 9.34 / Avg: 35.25 / Max: 83.76 Min: 7.22 / Avg: 23.86 / Max: 52.51 Min: 6.81 / Avg: 18.54 / Max: 44.21 Min: 5.89 / Avg: 18.21 / Max: 35.29
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 11 22 33 44 55 Min: 43 / Avg: 43.89 / Max: 45 Min: 38 / Avg: 39.33 / Max: 40 Min: 46 / Avg: 51.36 / Max: 56 Min: 50 / Avg: 50.89 / Max: 52 Min: 51 / Avg: 52.02 / Max: 53 Min: 41 / Avg: 42.55 / Max: 44 Min: 43 / Avg: 44.16 / Max: 45 Min: 41 / Avg: 42.11 / Max: 44 Min: 43 / Avg: 43.86 / Max: 46 Min: 40 / Avg: 41.27 / Max: 43 Min: 38 / Avg: 39.89 / Max: 42 Min: 47 / Avg: 47.97 / Max: 49 Min: 39 / Avg: 40.79 / Max: 42 Min: 40 / Avg: 41.88 / Max: 44 Min: 37 / Avg: 38.22 / Max: 40 Min: 40 / Avg: 40.95 / Max: 43 Min: 36 / Avg: 38.1 / Max: 41
Mixbench Backend: NVIDIA CUDA - Benchmark: Single Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Single Precision TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 3K 6K 9K 12K 15K SE +/- 595.40, N = 15 SE +/- 2.31, N = 11 SE +/- 0.25, N = 13 SE +/- 30.05, N = 15 SE +/- 3.04, N = 11 SE +/- 556.93, N = 15 SE +/- 1.19, N = 9 SE +/- 3.59, N = 13 SE +/- 0.29, N = 13 SE +/- 5.98, N = 14 SE +/- 134.69, N = 15 SE +/- 56.09, N = 15 SE +/- 0.92, N = 14 SE +/- 0.94, N = 14 SE +/- 2.28, N = 13 SE +/- 0.26, N = 13 SE +/- 0.12, N = 12 15103.61 6647.94 5440.74 6174.80 8182.72 14734.03 4167.41 7339.39 4993.92 9754.99 11685.95 10845.36 8435.23 8264.66 5888.78 5313.33 3474.17 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 TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 70 140 210 280 350 321.81 163.52 119.71 144.40 311.45 106.43 224.87 224.91 232.32 305.64 256.97 266.00 219.97 245.61 282.30 189.58
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 20 40 60 80 100 Min: 24.62 / Avg: 46.93 / Max: 84.61 Min: 11.46 / Avg: 33.27 / Max: 65.08 Min: 31.06 / Avg: 51.58 / Max: 92.14 Min: 34.96 / Avg: 56.67 / Max: 86.62 Min: 6.44 / Avg: 47.31 / Max: 76.33 Min: 24.31 / Avg: 39.16 / Max: 62.02 Min: 9.64 / Avg: 32.64 / Max: 75.98 Min: 6.66 / Avg: 22.2 / Max: 44.15 Min: 14.65 / Avg: 41.99 / Max: 90.54 Min: 9.19 / Avg: 38.23 / Max: 89.84 Min: 13.88 / Avg: 42.2 / Max: 99.58 Min: 8.47 / Avg: 31.71 / Max: 73.89 Min: 9.47 / Avg: 37.57 / Max: 85.5 Min: 7.61 / Avg: 23.98 / Max: 52.47 Min: 6.76 / Avg: 18.82 / Max: 41.83 Min: 5.84 / Avg: 18.33 / Max: 36.58
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 11 22 33 44 55 Min: 42 / Avg: 42.69 / Max: 44 Min: 37 / Avg: 39.11 / Max: 40 Min: 48 / Avg: 52.19 / Max: 56 Min: 50 / Avg: 51.12 / Max: 52 Min: 51 / Avg: 52.02 / Max: 53 Min: 40 / Avg: 40.95 / Max: 42 Min: 43 / Avg: 44.31 / Max: 45 Min: 39 / Avg: 40.89 / Max: 43 Min: 42 / Avg: 42.49 / Max: 44 Min: 39 / Avg: 40 / Max: 42 Min: 37 / Avg: 38.21 / Max: 40 Min: 45 / Avg: 46.92 / Max: 48 Min: 38 / Avg: 39.8 / Max: 42 Min: 39 / Avg: 40.66 / Max: 43 Min: 36 / Avg: 37.81 / Max: 40 Min: 38 / Avg: 39.34 / Max: 41 Min: 35 / Avg: 37.02 / Max: 39
Mixbench Backend: NVIDIA CUDA - Benchmark: Double Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Double Precision TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 90 180 270 360 450 SE +/- 15.67, N = 15 SE +/- 0.35, N = 11 SE +/- 0.66, N = 15 SE +/- 0.10, N = 11 SE +/- 0.03, N = 11 SE +/- 10.76, N = 15 SE +/- 0.00, N = 9 SE +/- 0.01, N = 13 SE +/- 0.13, N = 13 SE +/- 0.15, N = 15 SE +/- 0.96, N = 15 SE +/- 0.22, N = 15 SE +/- 0.27, N = 14 SE +/- 0.23, N = 14 SE +/- 0.08, N = 13 SE +/- 0.10, N = 13 SE +/- 0.06, N = 12 413.66 240.92 144.14 225.05 296.09 409.46 151.63 196.30 133.88 260.97 315.61 291.56 226.21 221.80 157.14 141.36 92.37 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: NVIDIA CUDA - Benchmark: Double Precision OpenBenchmarking.org GFLOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Double Precision TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 3 6 9 12 15 7.39 4.28 4.29 5.40 9.55 3.70 5.83 6.20 6.23 8.32 6.85 6.97 6.13 6.64 8.03 4.95
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 30 60 90 120 150 Min: 24.44 / Avg: 55.99 / Max: 137.52 Min: 11.39 / Avg: 33.65 / Max: 67.7 Min: 31.28 / Avg: 52.41 / Max: 81.14 Min: 8.02 / Avg: 54.82 / Max: 86.56 Min: 5.89 / Avg: 42.89 / Max: 74.51 Min: 24.22 / Avg: 41.03 / Max: 73.7 Min: 9.68 / Avg: 33.68 / Max: 77.27 Min: 6.84 / Avg: 21.58 / Max: 45.92 Min: 14.73 / Avg: 41.9 / Max: 90.47 Min: 9.12 / Avg: 37.93 / Max: 74.5 Min: 14.36 / Avg: 42.59 / Max: 91.52 Min: 8.17 / Avg: 32.44 / Max: 75.47 Min: 9.34 / Avg: 36.16 / Max: 82.66 Min: 7.92 / Avg: 23.67 / Max: 53.28 Min: 6.78 / Avg: 17.61 / Max: 42.66 Min: 5.84 / Avg: 18.67 / Max: 36.88
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 11 22 33 44 55 Min: 41 / Avg: 41.92 / Max: 43 Min: 37 / Avg: 38.98 / Max: 40 Min: 47 / Avg: 51.99 / Max: 57 Min: 50 / Avg: 51.32 / Max: 52 Min: 49 / Avg: 51.18 / Max: 52 Min: 38 / Avg: 39.9 / Max: 41 Min: 43 / Avg: 44.37 / Max: 45 Min: 38 / Avg: 40 / Max: 42 Min: 40 / Avg: 41.5 / Max: 43 Min: 38 / Avg: 39.03 / Max: 41 Min: 36 / Avg: 37.13 / Max: 39 Min: 44 / Avg: 45.95 / Max: 47 Min: 38 / Avg: 39.53 / Max: 42 Min: 38 / Avg: 39.83 / Max: 42 Min: 36 / Avg: 37.38 / Max: 40 Min: 37 / Avg: 38.41 / Max: 40 Min: 34 / Avg: 36.33 / Max: 39
Mixbench Backend: NVIDIA CUDA - Benchmark: Half Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Half Precision TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 7K 14K 21K 28K 35K SE +/- 939.79, N = 15 SE +/- 0.07, N = 11 SE +/- 15.42, N = 13 SE +/- 0.02, N = 11 SE +/- 0.10, N = 11 SE +/- 601.15, N = 15 SE +/- 0.02, N = 9 SE +/- 7.32, N = 13 SE +/- 0.94, N = 13 SE +/- 1.10, N = 14 SE +/- 15.07, N = 15 SE +/- 10.25, N = 14 SE +/- 1.36, N = 14 SE +/- 1.95, N = 14 SE +/- 0.43, N = 13 SE +/- 53.59, N = 15 SE +/- 0.56, N = 12 32084.79 121.42 10862.90 113.32 149.35 31492.24 75.77 14646.46 10057.46 19501.67 23628.78 21764.40 16838.72 16507.06 11787.37 10568.46 6948.33 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: NVIDIA CUDA - Benchmark: Half Precision OpenBenchmarking.org GFLOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Half Precision TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 200 400 600 800 1000 583.70 332.57 2.18 2.60 775.82 1.95 433.00 471.20 464.09 620.34 504.24 536.79 454.76 503.02 605.40 371.74
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 20 40 60 80 100 Min: 24.42 / Avg: 54.97 / Max: 84.04 Min: 11.26 / Avg: 32.66 / Max: 62.08 Min: 31.18 / Avg: 52.09 / Max: 75.41 Min: 35.06 / Avg: 57.52 / Max: 94.45 Min: 6.66 / Avg: 40.59 / Max: 77.98 Min: 8.08 / Avg: 38.81 / Max: 66.34 Min: 9.66 / Avg: 33.83 / Max: 75.47 Min: 6.73 / Avg: 21.34 / Max: 46.12 Min: 14.63 / Avg: 42.02 / Max: 92.35 Min: 9.03 / Avg: 38.09 / Max: 96.29 Min: 14.51 / Avg: 43.16 / Max: 82.79 Min: 8.29 / Avg: 31.37 / Max: 74.71 Min: 9.6 / Avg: 36.3 / Max: 84.48 Min: 7.78 / Avg: 23.43 / Max: 53.56 Min: 6.75 / Avg: 17.46 / Max: 41.5 Min: 5.85 / Avg: 18.69 / Max: 36.92
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 11 22 33 44 55 Min: 40 / Avg: 41.07 / Max: 43 Min: 37 / Avg: 38.94 / Max: 40 Min: 46 / Avg: 51.12 / Max: 56 Min: 50 / Avg: 51.4 / Max: 52 Min: 51 / Avg: 52.11 / Max: 53 Min: 38 / Avg: 38.9 / Max: 40 Min: 42 / Avg: 44.15 / Max: 45 Min: 38 / Avg: 39.49 / Max: 42 Min: 40 / Avg: 40.72 / Max: 42 Min: 37 / Avg: 38.31 / Max: 40 Min: 35 / Avg: 36.9 / Max: 39 Min: 44 / Avg: 45.02 / Max: 47 Min: 38 / Avg: 39.44 / Max: 42 Min: 37 / Avg: 39 / Max: 41 Min: 35 / Avg: 37.12 / Max: 39 Min: 37 / Avg: 37.78 / Max: 40 Min: 34 / Avg: 36.12 / Max: 38
Mixbench Backend: NVIDIA CUDA - Benchmark: Integer OpenBenchmarking.org GIOPS, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Integer TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 3K 6K 9K 12K 15K SE +/- 458.60, N = 15 SE +/- 0.87, N = 11 SE +/- 4.94, N = 15 SE +/- 3.28, N = 11 SE +/- 1.56, N = 11 SE +/- 264.51, N = 15 SE +/- 2.01, N = 9 SE +/- 4.65, N = 13 SE +/- 0.38, N = 13 SE +/- 0.98, N = 14 SE +/- 1.56, N = 14 SE +/- 7.76, N = 14 SE +/- 0.55, N = 14 SE +/- 49.03, N = 15 SE +/- 0.35, N = 13 SE +/- 0.22, N = 13 SE +/- 0.11, N = 12 14426.11 1887.61 4866.61 1764.63 2326.09 14103.79 1187.72 6539.81 4492.32 8722.28 10562.99 9732.48 7540.28 7348.91 5271.34 4753.11 3108.84 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: NVIDIA CUDA - Benchmark: Integer OpenBenchmarking.org GIOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Integer TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 60 120 180 240 300 272.76 147.05 36.18 42.16 278.86 31.42 193.81 209.04 212.98 270.35 224.38 237.94 206.60 220.01 256.90 165.59
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 20 40 60 80 100 Min: 24.49 / Avg: 52.89 / Max: 84.59 Min: 11.42 / Avg: 33.09 / Max: 66.75 Min: 8.25 / Avg: 48.77 / Max: 74.22 Min: 7.72 / Avg: 55.17 / Max: 98.48 Min: 6.86 / Avg: 50.58 / Max: 125.4 Min: 24.21 / Avg: 37.8 / Max: 53.02 Min: 9.68 / Avg: 33.74 / Max: 77.28 Min: 6.81 / Avg: 21.49 / Max: 45.01 Min: 14.65 / Avg: 40.95 / Max: 91.15 Min: 9.03 / Avg: 39.07 / Max: 95.34 Min: 14.77 / Avg: 43.38 / Max: 96.5 Min: 8.41 / Avg: 31.69 / Max: 74.06 Min: 9.64 / Avg: 35.57 / Max: 81.35 Min: 7.89 / Avg: 23.96 / Max: 55.32 Min: 6.76 / Avg: 18.5 / Max: 42.87 Min: 5.79 / Avg: 18.77 / Max: 36.88
Mixbench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mixbench 2020-06-23 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 11 22 33 44 55 Min: 39 / Avg: 40.77 / Max: 42 Min: 37 / Avg: 38.95 / Max: 40 Min: 48 / Avg: 52 / Max: 56 Min: 48 / Avg: 50.29 / Max: 52 Min: 49 / Avg: 50.7 / Max: 52 Min: 37 / Avg: 38.49 / Max: 40 Min: 43 / Avg: 44.4 / Max: 45 Min: 37 / Avg: 39.05 / Max: 41 Min: 39 / Avg: 40.4 / Max: 41 Min: 37 / Avg: 38.05 / Max: 40 Min: 35 / Avg: 36.07 / Max: 38 Min: 43 / Avg: 44.24 / Max: 46 Min: 38 / Avg: 39.58 / Max: 42 Min: 37 / Avg: 38.73 / Max: 41 Min: 35 / Avg: 37.11 / Max: 39 Min: 36 / Avg: 37.51 / Max: 39 Min: 34 / Avg: 35.91 / Max: 38
NAMD CUDA ATPase Simulation - 327,506 Atoms OpenBenchmarking.org days/ns, Fewer Is Better NAMD CUDA 2.14 ATPase Simulation - 327,506 Atoms TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 0.0776 0.1552 0.2328 0.3104 0.388 SE +/- 0.00134, N = 4 SE +/- 0.00101, N = 4 SE +/- 0.00026, N = 4 SE +/- 0.00276, N = 4 SE +/- 0.00174, N = 4 SE +/- 0.00046, N = 4 SE +/- 0.00077, N = 3 SE +/- 0.00144, N = 4 SE +/- 0.00061, N = 4 SE +/- 0.00025, N = 4 SE +/- 0.00097, N = 4 SE +/- 0.00054, N = 4 SE +/- 0.00191, N = 4 SE +/- 0.00060, N = 4 SE +/- 0.00217, N = 4 SE +/- 0.00142, N = 4 SE +/- 0.00088, N = 3 0.19195 0.22300 0.23177 0.24022 0.22426 0.19082 0.30957 0.20635 0.26211 0.19625 0.19329 0.19265 0.20362 0.20057 0.22800 0.24290 0.34503
NAMD CUDA GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better NAMD CUDA 2.14 GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 40 80 120 160 200 Min: 30.29 / Avg: 117.9 / Max: 215.49 Min: 12.4 / Avg: 73.53 / Max: 126.72 Min: 10.29 / Avg: 80.72 / Max: 150.08 Min: 9.42 / Avg: 102 / Max: 184.77 Min: 9.24 / Avg: 115.59 / Max: 221.44 Min: 7.4 / Avg: 73.35 / Max: 125.38 Min: 10.48 / Avg: 84.98 / Max: 158.78 Min: 6.94 / Avg: 57.84 / Max: 97.32 Min: 15.34 / Avg: 97.27 / Max: 184.97 Min: 9.73 / Avg: 101.46 / Max: 189.94 Min: 18.23 / Avg: 99.19 / Max: 191.74 Min: 10.46 / Avg: 87.35 / Max: 167.51 Min: 10.25 / Avg: 91.2 / Max: 168.72 Min: 8.48 / Avg: 67.95 / Max: 126.69 Min: 7.08 / Avg: 63.25 / Max: 115.6 Min: 6.85 / Avg: 46.24 / Max: 69.66
NAMD CUDA GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better NAMD CUDA 2.14 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 13 26 39 52 65 Min: 57 / Avg: 60.56 / Max: 64 Min: 44 / Avg: 46.95 / Max: 49 Min: 45 / Avg: 54.14 / Max: 62 Min: 61 / Avg: 64.18 / Max: 67 Min: 63 / Avg: 66.02 / Max: 69 Min: 56 / Avg: 59.33 / Max: 63 Min: 53 / Avg: 59 / Max: 63 Min: 53 / Avg: 57.94 / Max: 63 Min: 55 / Avg: 58.38 / Max: 62 Min: 53 / Avg: 57.12 / Max: 61 Min: 53 / Avg: 56.33 / Max: 60 Min: 61 / Avg: 64.65 / Max: 68 Min: 55 / Avg: 59.24 / Max: 63 Min: 55 / Avg: 58.94 / Max: 64 Min: 47 / Avg: 52.33 / Max: 58 Min: 57 / Avg: 61.97 / Max: 68 Min: 50 / Avg: 56.55 / Max: 61
NeatBench Acceleration: GPU OpenBenchmarking.org FPS, More Is Better NeatBench 5 Acceleration: GPU TITAN RTX GTX 1070 GTX 1080 RTX 2060 RTX 2080 RTX 2070 GTX 1660 GTX 1650 11 22 33 44 55 SE +/- 0.02, N = 13 SE +/- 0.13, N = 13 SE +/- 0.04, N = 13 SE +/- 0.23, N = 14 SE +/- 0.11, N = 15 SE +/- 0.26, N = 13 SE +/- 0.06, N = 13 SE +/- 0.05, N = 13 48.1 21.5 24.6 28.3 38.3 35.8 18.6 12.8
NeatBench Acceleration: GPU OpenBenchmarking.org FPS Per Watt, More Is Better NeatBench 5 Acceleration: GPU TITAN RTX GTX 1070 GTX 1080 RTX 2060 RTX 2080 RTX 2070 GTX 1660 GTX 1650 0.2385 0.477 0.7155 0.954 1.1925 0.80 0.44 0.46 0.78 0.81 1.06 0.93 0.68
NeatBench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better NeatBench 5 GPU Power Consumption Monitor TITAN RTX GTX 1070 GTX 1080 RTX 2060 RTX 2080 RTX 2070 GTX 1660 GTX 1650 20 40 60 80 100 Min: 25.46 / Avg: 60.11 / Max: 97.89 Min: 31.33 / Avg: 48.36 / Max: 115.14 Min: 35.3 / Avg: 53.8 / Max: 126.52 Min: 9.68 / Avg: 36.15 / Max: 70.16 Min: 16.13 / Avg: 47.35 / Max: 77.25 Min: 8.77 / Avg: 33.68 / Max: 64.54 Min: 6.77 / Avg: 20.09 / Max: 57.18 Min: 5.87 / Avg: 18.88 / Max: 56.64
NeatBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better NeatBench 5 GPU Temperature Monitor TITAN RTX GTX 1070 GTX 1080 RTX 2060 RTX 2080 RTX 2070 GTX 1660 GTX 1650 11 22 33 44 55 Min: 46 / Avg: 48.36 / Max: 51 Min: 50 / Avg: 51.91 / Max: 53 Min: 53 / Avg: 54.76 / Max: 58 Min: 41 / Avg: 42.05 / Max: 43 Min: 50 / Avg: 51.93 / Max: 54 Min: 43 / Avg: 44.89 / Max: 47 Min: 40 / Avg: 41.41 / Max: 44 Min: 37 / Avg: 38.37 / Max: 42
OctaneBench Total Score OpenBenchmarking.org Score, More Is Better OctaneBench 4.00c Total Score TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 70 140 210 280 350 324.55 141.67 135.66 132.84 148.47 310.81 91.73 166.10 92.37 221.19 234.07 224.39 207.54 206.08 133.35 119.11 77.41
OctaneBench Total Score OpenBenchmarking.org Score Per Watt, More Is Better OctaneBench 4.00c Total Score TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 0.351 0.702 1.053 1.404 1.755 1.27 1.25 1.25 1.26 1.29 1.23 1.27 1.28 1.34 1.39 1.26 1.32 1.30 1.35 1.56 1.34
OctaneBench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OctaneBench 4.00c GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 50 100 150 200 250 Min: 24.44 / Avg: 255.61 / Max: 287.48 Min: 11.31 / Avg: 108.81 / Max: 123.5 Min: 46.73 / Avg: 106.31 / Max: 122.76 Min: 49.51 / Avg: 117.91 / Max: 137.91 Min: 5.88 / Avg: 240.3 / Max: 266.51 Min: 6.72 / Avg: 74.79 / Max: 88.96 Min: 9.62 / Avg: 131.01 / Max: 155.55 Min: 6.8 / Avg: 72.22 / Max: 85.85 Min: 14.82 / Avg: 164.8 / Max: 191.74 Min: 9.09 / Avg: 168.68 / Max: 207.09 Min: 14.48 / Avg: 178.44 / Max: 212.47 Min: 8.36 / Avg: 157.06 / Max: 177.36 Min: 9.65 / Avg: 158.05 / Max: 177.65 Min: 7.88 / Avg: 98.52 / Max: 113.9 Min: 6.78 / Avg: 76.35 / Max: 88.43 Min: 5.76 / Avg: 57.94 / Max: 65.99
OctaneBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OctaneBench 4.00c GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 15 30 45 60 75 Min: 39 / Avg: 71.86 / Max: 78 Min: 37 / Avg: 48.11 / Max: 50 Min: 48 / Avg: 64.26 / Max: 68 Min: 50 / Avg: 66.01 / Max: 70 Min: 51 / Avg: 67.29 / Max: 71 Min: 37 / Avg: 69.87 / Max: 77 Min: 40 / Avg: 56.55 / Max: 60 Min: 37 / Avg: 63.69 / Max: 70 Min: 39 / Avg: 58.08 / Max: 64 Min: 36 / Avg: 62.21 / Max: 70 Min: 34 / Avg: 60.67 / Max: 69 Min: 42 / Avg: 74.54 / Max: 81 Min: 38 / Avg: 69.66 / Max: 76 Min: 36 / Avg: 67.43 / Max: 74 Min: 35 / Avg: 58.45 / Max: 63 Min: 36 / Avg: 63.41 / Max: 70 Min: 34 / Avg: 58.68 / Max: 65
PlaidML FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 600 1200 1800 2400 3000 SE +/- 1.27, N = 8 SE +/- 0.31, N = 7 SE +/- 0.83, N = 7 SE +/- 3.20, N = 7 SE +/- 1.79, N = 7 SE +/- 1.82, N = 7 SE +/- 2.10, N = 6 SE +/- 0.92, N = 7 SE +/- 0.88, N = 6 SE +/- 2.51, N = 8 SE +/- 6.26, N = 8 SE +/- 2.80, N = 7 SE +/- 3.47, N = 8 SE +/- 3.83, N = 8 SE +/- 1.12, N = 7 SE +/- 1.27, N = 7 SE +/- 0.63, N = 7 2856.83 1485.78 1380.68 1392.46 1665.72 2751.85 987.07 1719.71 1080.43 2287.03 2432.73 2322.39 1996.60 2012.37 1427.43 1199.66 814.50
PlaidML FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 12 24 36 48 60 50.71 28.52 22.95 26.42 55.22 21.41 36.00 32.92 39.12 44.35 39.49 40.97 37.84 37.22 39.25 26.58
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 20 40 60 80 100 Min: 24.23 / Avg: 56.34 / Max: 82.22 Min: 11.63 / Avg: 48.41 / Max: 90.62 Min: 30.84 / Avg: 60.68 / Max: 114.51 Min: 34.81 / Avg: 63.05 / Max: 122.89 Min: 6.74 / Avg: 49.84 / Max: 77.61 Min: 23.93 / Avg: 46.11 / Max: 92.68 Min: 9.61 / Avg: 47.77 / Max: 96.5 Min: 6.93 / Avg: 32.82 / Max: 62.88 Min: 14.68 / Avg: 58.46 / Max: 113.02 Min: 9.13 / Avg: 54.85 / Max: 109.02 Min: 16.01 / Avg: 58.8 / Max: 114.53 Min: 8.39 / Avg: 48.73 / Max: 100.29 Min: 9.83 / Avg: 53.18 / Max: 107.25 Min: 7.56 / Avg: 38.35 / Max: 75.53 Min: 6.77 / Avg: 30.56 / Max: 59.99 Min: 5.82 / Avg: 30.64 / Max: 54.32
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 12 24 36 48 60 Min: 37 / Avg: 38.85 / Max: 40 Min: 38 / Avg: 40.14 / Max: 42 Min: 44 / Avg: 50.7 / Max: 60 Min: 48 / Avg: 50.39 / Max: 54 Min: 48 / Avg: 50.85 / Max: 54 Min: 39 / Avg: 40.58 / Max: 42 Min: 41 / Avg: 44.06 / Max: 48 Min: 36 / Avg: 40.22 / Max: 45 Min: 37 / Avg: 39.75 / Max: 43 Min: 35 / Avg: 38.57 / Max: 43 Min: 35 / Avg: 38.05 / Max: 41 Min: 43 / Avg: 46.69 / Max: 51 Min: 36 / Avg: 40.76 / Max: 45 Min: 36 / Avg: 40.64 / Max: 46 Min: 35 / Avg: 39.81 / Max: 45 Min: 34 / Avg: 38.2 / Max: 43 Min: 33 / Avg: 39.25 / Max: 45
PlaidML FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 40 80 120 160 200 SE +/- 0.21, N = 3 SE +/- 0.05, N = 3 SE +/- 0.07, N = 3 SE +/- 0.06, N = 3 SE +/- 0.11, N = 3 SE +/- 0.19, N = 3 SE +/- 0.06, N = 3 SE +/- 0.08, N = 3 SE +/- 0.03, N = 3 SE +/- 0.11, N = 3 SE +/- 0.09, N = 3 SE +/- 0.20, N = 3 SE +/- 0.17, N = 3 SE +/- 0.14, N = 3 SE +/- 0.06, N = 3 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 198.37 99.64 111.39 103.79 99.82 187.73 83.52 125.33 77.10 154.74 158.82 154.35 153.03 154.81 108.06 97.94 65.59
PlaidML FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 0.4793 0.9586 1.4379 1.9172 2.3965 2.13 1.79 1.46 1.35 1.99 1.56 1.89 1.66 1.77 1.87 1.75 1.99 1.87 1.88 2.13 1.65
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 30 60 90 120 150 Min: 24.13 / Avg: 93.33 / Max: 165.41 Min: 11.36 / Avg: 62.38 / Max: 93.26 Min: 31.67 / Avg: 70.87 / Max: 115.12 Min: 35.3 / Avg: 74.03 / Max: 118.52 Min: 6.49 / Avg: 94.19 / Max: 158.84 Min: 23.24 / Avg: 53.7 / Max: 85.91 Min: 9.68 / Avg: 66.44 / Max: 105.07 Min: 6.55 / Avg: 46.45 / Max: 64.99 Min: 14.56 / Avg: 87.18 / Max: 128.88 Min: 8.97 / Avg: 85.01 / Max: 124.21 Min: 15.5 / Avg: 88.31 / Max: 129.77 Min: 8.77 / Avg: 77 / Max: 117.42 Min: 10.02 / Avg: 82.91 / Max: 123.91 Min: 7.49 / Avg: 57.4 / Max: 84.31 Min: 6.78 / Avg: 46.02 / Max: 67.2 Min: 5.96 / Avg: 39.67 / Max: 54.51
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 12 24 36 48 60 Min: 36 / Avg: 42.24 / Max: 49 Min: 39 / Avg: 42.1 / Max: 45 Min: 42 / Avg: 51.43 / Max: 57 Min: 49 / Avg: 54.4 / Max: 58 Min: 52 / Avg: 55.19 / Max: 59 Min: 39 / Avg: 43.93 / Max: 50 Min: 41 / Avg: 47.1 / Max: 52 Min: 38 / Avg: 44.63 / Max: 51 Min: 38 / Avg: 44.26 / Max: 49 Min: 36 / Avg: 42.39 / Max: 47 Min: 36 / Avg: 41.87 / Max: 46 Min: 45 / Avg: 53.21 / Max: 60 Min: 39 / Avg: 46.52 / Max: 53 Min: 38 / Avg: 45.63 / Max: 52 Min: 37 / Avg: 45.59 / Max: 52 Min: 36 / Avg: 44.36 / Max: 51 Min: 36 / Avg: 46.06 / Max: 52
PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 500 1000 1500 2000 2500 SE +/- 2.36, N = 8 SE +/- 0.27, N = 8 SE +/- 1.11, N = 8 SE +/- 1.14, N = 8 SE +/- 0.60, N = 8 SE +/- 1.58, N = 8 SE +/- 0.68, N = 7 SE +/- 2.01, N = 8 SE +/- 0.61, N = 7 SE +/- 1.66, N = 8 SE +/- 1.80, N = 9 SE +/- 1.77, N = 8 SE +/- 1.79, N = 8 SE +/- 1.35, N = 8 SE +/- 0.87, N = 8 SE +/- 0.61, N = 7 SE +/- 0.31, N = 7 2544.67 1070.90 1080.11 1052.64 1154.13 2406.16 775.73 1285.58 740.17 1712.75 1815.92 1726.60 1575.65 1585.76 1038.86 858.90 573.67
PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 7 14 21 28 35 29.05 20.26 15.79 16.07 32.19 14.83 22.78 18.63 25.60 27.78 22.97 26.35 26.08 23.03 23.22 16.68
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 40 80 120 160 200 Min: 32.24 / Avg: 87.61 / Max: 201.38 Min: 11.35 / Avg: 53.31 / Max: 107.06 Min: 36.19 / Avg: 66.66 / Max: 133.9 Min: 35.3 / Avg: 71.8 / Max: 130.83 Min: 7.96 / Avg: 74.76 / Max: 183.39 Min: 23.62 / Avg: 52.3 / Max: 100.05 Min: 9.8 / Avg: 56.43 / Max: 120.67 Min: 6.51 / Avg: 39.72 / Max: 74.35 Min: 14.88 / Avg: 66.89 / Max: 143.43 Min: 9.28 / Avg: 65.37 / Max: 139.25 Min: 15.73 / Avg: 75.18 / Max: 145.8 Min: 8.77 / Avg: 59.8 / Max: 132.88 Min: 10.43 / Avg: 60.79 / Max: 139.03 Min: 8.36 / Avg: 45.12 / Max: 91.44 Min: 6.92 / Avg: 36.98 / Max: 74.69 Min: 6.33 / Avg: 34.39 / Max: 60.91
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 12 24 36 48 60 Min: 55 / Avg: 58.62 / Max: 63 Min: 41 / Avg: 42.8 / Max: 45 Min: 42 / Avg: 49.72 / Max: 59 Min: 54 / Avg: 56.11 / Max: 58 Min: 55 / Avg: 56.37 / Max: 58 Min: 44 / Avg: 45.91 / Max: 49 Min: 45 / Avg: 48.37 / Max: 52 Min: 43 / Avg: 45.98 / Max: 51 Min: 44 / Avg: 46.4 / Max: 49 Min: 40 / Avg: 42.73 / Max: 47 Min: 40 / Avg: 42.43 / Max: 46 Min: 54 / Avg: 55.91 / Max: 59 Min: 46 / Avg: 48.28 / Max: 52 Min: 43 / Avg: 45.65 / Max: 50 Min: 42 / Avg: 45.85 / Max: 50 Min: 44 / Avg: 47.11 / Max: 51 Min: 43 / Avg: 47.88 / Max: 53
PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 50 100 150 200 250 SE +/- 0.25, N = 3 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 SE +/- 0.04, N = 3 SE +/- 0.07, N = 3 SE +/- 0.21, N = 3 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 SE +/- 0.01, N = 3 SE +/- 0.12, N = 3 SE +/- 0.12, N = 3 SE +/- 0.09, N = 3 SE +/- 0.12, N = 3 SE +/- 0.09, N = 3 SE +/- 0.08, N = 3 SE +/- 0.07, N = 3 SE +/- 0.01, N = 3 227.30 108.23 100.51 108.46 112.28 212.11 79.13 125.23 73.17 149.69 159.79 151.99 147.87 146.90 98.99 87.25 59.37
PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 0.4883 0.9766 1.4649 1.9532 2.4415 2.12 1.70 1.63 1.40 2.17 1.29 1.74 1.31 1.47 1.62 1.41 1.55 1.55 1.48 1.58 1.24
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 40 80 120 160 200 Min: 26.74 / Avg: 107.42 / Max: 218.66 Min: 11.41 / Avg: 59.29 / Max: 109.55 Min: 33.12 / Avg: 66.54 / Max: 135.5 Min: 35.29 / Avg: 80.29 / Max: 151.39 Min: 7.18 / Avg: 97.64 / Max: 203.73 Min: 25.45 / Avg: 61.56 / Max: 104.99 Min: 9.96 / Avg: 71.86 / Max: 128.42 Min: 6.77 / Avg: 55.77 / Max: 75.88 Min: 14.66 / Avg: 101.94 / Max: 153.35 Min: 9.28 / Avg: 98.38 / Max: 149.26 Min: 17.06 / Avg: 107.86 / Max: 161.23 Min: 9.41 / Avg: 95.27 / Max: 148.67 Min: 10.08 / Avg: 94.98 / Max: 148.4 Min: 8.16 / Avg: 66.74 / Max: 95.39 Min: 6.93 / Avg: 55.27 / Max: 77.2 Min: 6.57 / Avg: 47.69 / Max: 62.44
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 13 26 39 52 65 Min: 50 / Avg: 53.57 / Max: 60 Min: 41 / Avg: 44.33 / Max: 48 Min: 43 / Avg: 51.23 / Max: 61 Min: 51 / Avg: 55.31 / Max: 61 Min: 51 / Avg: 57.61 / Max: 63 Min: 45 / Avg: 48.38 / Max: 55 Min: 44 / Avg: 51.53 / Max: 58 Min: 44 / Avg: 49.7 / Max: 58 Min: 48 / Avg: 52.67 / Max: 56 Min: 42 / Avg: 47.79 / Max: 52 Min: 43 / Avg: 48 / Max: 52 Min: 57 / Avg: 62.63 / Max: 67 Min: 49 / Avg: 54.73 / Max: 60 Min: 45 / Avg: 51.65 / Max: 58 Min: 44 / Avg: 50.73 / Max: 55 Min: 48 / Avg: 54.65 / Max: 59 Min: 46 / Avg: 54.77 / Max: 59
PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 200 400 600 800 1000 SE +/- 0.80, N = 5 SE +/- 0.07, N = 4 SE +/- 0.17, N = 4 SE +/- 0.44, N = 4 SE +/- 0.35, N = 4 SE +/- 1.41, N = 5 SE +/- 0.09, N = 4 SE +/- 0.19, N = 4 SE +/- 0.08, N = 4 SE +/- 0.28, N = 5 SE +/- 0.50, N = 5 SE +/- 0.58, N = 5 SE +/- 0.29, N = 5 SE +/- 0.28, N = 5 SE +/- 0.06, N = 4 SE +/- 0.07, N = 4 SE +/- 0.34, N = 4 775.69 331.84 298.77 314.83 398.82 753.75 227.23 390.07 269.17 500.26 588.04 544.54 444.84 438.26 313.08 289.42 201.27
PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 2 4 6 8 10 7.85 5.13 3.83 4.96 8.14 3.48 5.73 5.90 6.45 7.48 6.16 6.24 6.01 5.82 6.63 4.87
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 30 60 90 120 150 Min: 25.76 / Avg: 98.8 / Max: 176.19 Min: 11.5 / Avg: 58.25 / Max: 91.15 Min: 36.16 / Avg: 82.25 / Max: 155.43 Min: 35.4 / Avg: 80.4 / Max: 160.01 Min: 7.96 / Avg: 92.65 / Max: 172.43 Min: 24.51 / Avg: 65.27 / Max: 103.19 Min: 9.89 / Avg: 68.07 / Max: 115.61 Min: 6.81 / Avg: 45.61 / Max: 70.76 Min: 14.73 / Avg: 77.52 / Max: 120.59 Min: 9.31 / Avg: 78.65 / Max: 123.51 Min: 16.11 / Avg: 88.43 / Max: 134.68 Min: 9.94 / Avg: 71.27 / Max: 114.73 Min: 9.85 / Avg: 72.9 / Max: 120.67 Min: 8.3 / Avg: 53.76 / Max: 85.43 Min: 6.95 / Avg: 43.66 / Max: 68.27 Min: 6.53 / Avg: 41.35 / Max: 58.89
PlaidML GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PlaidML GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 12 24 36 48 60 Min: 51 / Avg: 53.47 / Max: 56 Min: 43 / Avg: 45.07 / Max: 47 Min: 43 / Avg: 51.52 / Max: 57 Min: 55 / Avg: 59.63 / Max: 63 Min: 56 / Avg: 59.11 / Max: 62 Min: 47 / Avg: 50.16 / Max: 53 Min: 48 / Avg: 52.93 / Max: 56 Min: 47 / Avg: 50.95 / Max: 55 Min: 50 / Avg: 52.73 / Max: 55 Min: 43 / Avg: 46.77 / Max: 49 Min: 44 / Avg: 46.93 / Max: 49 Min: 58 / Avg: 60.73 / Max: 63 Min: 50 / Avg: 53.33 / Max: 56 Min: 46 / Avg: 50.76 / Max: 54 Min: 44 / Avg: 49.12 / Max: 52 Min: 49 / Avg: 53.32 / Max: 56 Min: 47 / Avg: 53.79 / Max: 58
Rodinia Test: OpenCL Particle Filter OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: OpenCL Particle Filter TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 4 8 12 16 20 SE +/- 0.008, N = 8 SE +/- 0.006, N = 6 SE +/- 0.009, N = 5 SE +/- 0.019, N = 6 SE +/- 0.018, N = 6 SE +/- 0.009, N = 8 SE +/- 0.012, N = 4 SE +/- 0.004, N = 5 SE +/- 0.021, N = 4 SE +/- 0.011, N = 6 SE +/- 0.006, N = 7 SE +/- 0.008, N = 7 SE +/- 0.005, N = 6 SE +/- 0.008, N = 6 SE +/- 0.016, N = 5 SE +/- 0.015, N = 4 SE +/- 0.004, N = 3 4.250 7.791 11.482 8.205 6.457 4.414 12.002 8.836 12.487 6.837 5.718 6.196 7.767 7.914 10.847 11.893 17.823 1. (CXX) g++ options: -m64 -lm -lcuda -lcudart -lcudadevrt -lcudart_static -lrt -lpthread -ldl
Rodinia GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Rodinia 3.1 GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 30 60 90 120 150 Min: 26.4 / Avg: 111.08 / Max: 186.57 Min: 11.43 / Avg: 58.56 / Max: 74.93 Min: 30.92 / Avg: 87.67 / Max: 128.84 Min: 34.81 / Avg: 99.28 / Max: 152.91 Min: 7.62 / Avg: 98.87 / Max: 172.87 Min: 23.92 / Avg: 66.75 / Max: 89.56 Min: 9.76 / Avg: 69.82 / Max: 94.07 Min: 6.86 / Avg: 42.32 / Max: 54.72 Min: 14.96 / Avg: 79.27 / Max: 114.15 Min: 9.15 / Avg: 78.46 / Max: 121.81 Min: 15.62 / Avg: 84.41 / Max: 124.36 Min: 8.55 / Avg: 66.6 / Max: 94.64 Min: 9.74 / Avg: 74.68 / Max: 103.3 Min: 7.97 / Avg: 48.45 / Max: 62.13 Min: 6.83 / Avg: 39.33 / Max: 50.42 Min: 6.06 / Avg: 34.28 / Max: 41.16
Rodinia GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Rodinia 3.1 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 13 26 39 52 65 Min: 50 / Avg: 54.12 / Max: 57 Min: 39 / Avg: 43.62 / Max: 47 Min: 45 / Avg: 52.09 / Max: 57 Min: 48 / Avg: 57.03 / Max: 63 Min: 48 / Avg: 56.89 / Max: 64 Min: 49 / Avg: 53.32 / Max: 56 Min: 41 / Avg: 49.31 / Max: 54 Min: 45 / Avg: 51 / Max: 54 Min: 46 / Avg: 49.22 / Max: 51 Min: 44 / Avg: 48.48 / Max: 51 Min: 43 / Avg: 46.43 / Max: 49 Min: 52 / Avg: 56.89 / Max: 61 Min: 44 / Avg: 49.31 / Max: 53 Min: 45 / Avg: 50.5 / Max: 54 Min: 39 / Avg: 45.78 / Max: 49 Min: 42 / Avg: 47.29 / Max: 50 Min: 39 / Avg: 45.53 / Max: 49
ViennaCL OpenCL LU Factorization OpenBenchmarking.org GFLOPS, More Is Better ViennaCL 1.4.2 OpenCL LU Factorization TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 20 40 60 80 100 SE +/- 0.57, N = 11 SE +/- 0.38, N = 11 SE +/- 0.37, N = 11 SE +/- 0.23, N = 11 SE +/- 0.21, N = 11 SE +/- 0.39, N = 11 SE +/- 0.32, N = 11 SE +/- 0.29, N = 11 SE +/- 0.27, N = 11 SE +/- 0.44, N = 11 SE +/- 0.41, N = 11 SE +/- 0.38, N = 11 SE +/- 0.47, N = 11 SE +/- 0.24, N = 11 SE +/- 0.37, N = 11 SE +/- 0.25, N = 11 SE +/- 0.21, N = 11 76.64 69.18 68.15 66.21 70.69 75.79 61.65 73.31 67.93 74.45 76.10 74.73 72.57 72.50 70.03 67.82 62.96 1. (CXX) g++ options: -rdynamic -lOpenCL
ViennaCL OpenCL LU Factorization OpenBenchmarking.org GFLOPS Per Watt, More Is Better ViennaCL 1.4.2 OpenCL LU Factorization TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 0.7853 1.5706 2.3559 3.1412 3.9265 1.67 2.26 1.30 1.26 1.77 1.51 2.34 3.30 1.86 1.84 1.75 2.23 2.03 3.07 3.49 3.42
ViennaCL GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better ViennaCL 1.4.2 GPU Power Consumption Monitor TITAN RTX GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 20 40 60 80 100 Min: 24.9 / Avg: 46.01 / Max: 85.54 Min: 11.19 / Avg: 30.09 / Max: 64.31 Min: 33.63 / Avg: 50.93 / Max: 96.7 Min: 49.31 / Avg: 56.2 / Max: 116.21 Min: 6.57 / Avg: 42.9 / Max: 86.91 Min: 34.44 / Avg: 40.91 / Max: 71.78 Min: 9.73 / Avg: 31.35 / Max: 62.34 Min: 6.75 / Avg: 20.56 / Max: 54.86 Min: 14.92 / Avg: 39.95 / Max: 82.68 Min: 9.43 / Avg: 41.34 / Max: 73.77 Min: 15.57 / Avg: 42.71 / Max: 87.19 Min: 9.7 / Avg: 32.61 / Max: 65.34 Min: 9.76 / Avg: 35.74 / Max: 73.4 Min: 7.7 / Avg: 22.8 / Max: 65.67 Min: 6.95 / Avg: 19.41 / Max: 47.72 Min: 6.17 / Avg: 18.42 / Max: 43.15
ViennaCL GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better ViennaCL 1.4.2 GPU Temperature Monitor TITAN RTX GTX 1070 Ti GTX 1660 SUPER GTX 1070 GTX 1080 RTX 2080 Ti GTX 1060 RTX 2060 GTX 1650 SUPER RTX 2070 SUPER RTX 2080 SUPER RTX 2080 RTX 2070 RTX 2060 SUPER GTX 1660 Ti GTX 1660 GTX 1650 12 24 36 48 60 Min: 43 / Avg: 45.46 / Max: 49 Min: 40 / Avg: 41.46 / Max: 43 Min: 42 / Avg: 46.49 / Max: 52 Min: 53 / Avg: 54.95 / Max: 58 Min: 53 / Avg: 56.03 / Max: 59 Min: 43 / Avg: 45.38 / Max: 48 Min: 45 / Avg: 46.77 / Max: 50 Min: 42 / Avg: 44.47 / Max: 48 Min: 42 / Avg: 44.24 / Max: 47 Min: 38 / Avg: 40.21 / Max: 43 Min: 40 / Avg: 42.05 / Max: 44 Min: 50 / Avg: 53.9 / Max: 58 Min: 43 / Avg: 45.98 / Max: 50 Min: 39 / Avg: 42.07 / Max: 45 Min: 38 / Avg: 40.59 / Max: 44 Min: 43 / Avg: 45.83 / Max: 49 Min: 40 / Avg: 43.69 / Max: 48
Phoronix Test Suite v10.8.4