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