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