NVIDIA TITAN RTX Linux GPGPU/compute benchmarks for a future article on Phoronix.com by Michael Larabel.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 1901228-SK-1812259PT23 NVIDIA TITAN RTX Compute - Phoronix Test Suite NVIDIA TITAN RTX Compute NVIDIA TITAN RTX Linux GPGPU/compute benchmarks for a future article on Phoronix.com by Michael Larabel.
HTML result view exported from: https://openbenchmarking.org/result/1901228-SK-1812259PT23&gru .
NVIDIA TITAN RTX Compute Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL OpenCL Vulkan Compiler File-System Screen Resolution GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX NVIDIA TITAN RTX Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads) ASUS PRIME Z390-A (0602 BIOS) Intel Cannon Lake PCH Shared SRAM 16384MB 2000GB SABRENT + Samsung SSD 970 EVO 250GB NVIDIA GeForce GTX 680 2GB (1006/3004MHz) Realtek ALC1220 Acer B286HK Intel Connection Ubuntu 18.04 4.19.5-041905-generic (x86_64) GNOME Shell 3.28.3 X Server 1.19.6 NVIDIA 415.23 4.6.0 OpenCL 1.2 CUDA 10.0.132 1.1.84 GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0 ext4 3840x2160 NVIDIA GeForce GTX 780 Ti 3GB (875/3500MHz) eVGA NVIDIA GeForce GTX 970 4GB (1163/3505MHz) NVIDIA GeForce GTX 980 4GB (1126/3505MHz) NVIDIA GeForce GTX 980 Ti 6GB (999/3505MHz) NVIDIA GeForce GTX TITAN X 12GB (1001/3505MHz) NVIDIA GeForce GTX 1060 6GB (1506/4006MHz) NVIDIA GeForce GTX 1070 8GB (1506/4006MHz) NVIDIA GeForce GTX 1080 8GB (1607/5005MHz) NVIDIA GeForce GTX 1080 Ti 11GB (1480/5508MHz) Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz) NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz) NVIDIA TITAN RTX 24GB (1350/7000MHz) Intel Xeon W-2155 @ 3.31GHz (10 Cores / 20 Threads) Dell 0X8DXD 4 x 16384 MB 2666MHz Hynix HMA82GR7AFR8N-VK 477GB NVMe KXG50ZNV512G NVM NVIDIA TITAN RTX 24GB (2100/7001MHz) Intel Connection (5) I219-LM + Realtek USB GbE Family Microsoft Windows 10 Enterprise Build 17763 10.0 (x86_64) 417.71 (25.21.14.1771) GCC 4.9.3 NTFS 1920x1080 OpenBenchmarking.org Compiler Details - GTX 680, GTX 780 Ti, GTX 970, GTX 980, GTX 980 Ti, GTX TITAN X GM200, GTX 1060, GTX 1070, GTX 1080, GTX 1080 Ti, RTX 2080, RTX 2080 Ti, TITAN RTX: --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++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --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 --with-tune=generic --without-cuda-driver -v Processor Details - GTX 680, GTX 780 Ti, GTX 970, GTX 980, GTX 980 Ti, GTX TITAN X GM200, GTX 1060, GTX 1070, GTX 1080, GTX 1080 Ti, RTX 2080, RTX 2080 Ti, TITAN RTX: Scaling Governor: intel_pstate performance OpenCL Details - GTX 680: GPU Compute Cores: 1536 - GTX 780 Ti: GPU Compute Cores: 2880 - GTX 970: GPU Compute Cores: 1664 - GTX 980: GPU Compute Cores: 2048 - GTX 980 Ti: GPU Compute Cores: 2816 - GTX TITAN X GM200: GPU Compute Cores: 3072 - GTX 1060: GPU Compute Cores: 1280 - GTX 1070: GPU Compute Cores: 1920 - GTX 1080: GPU Compute Cores: 2560 - GTX 1080 Ti: GPU Compute Cores: 3584 - RTX 2080: GPU Compute Cores: 2944 - RTX 2080 Ti: GPU Compute Cores: 4352 - TITAN RTX: GPU Compute Cores: 4608 Python Details - GTX 680, GTX 780 Ti, GTX 970, GTX 980, GTX 980 Ti, GTX TITAN X GM200, GTX 1060, GTX 1070, GTX 1080, GTX 1080 Ti, RTX 2080, RTX 2080 Ti, TITAN RTX: Python 2.7.15rc1 + Python 3.6.7 Security Details - GTX 680, GTX 780 Ti, GTX 970, GTX 980, GTX 980 Ti, GTX TITAN X GM200, GTX 1060, GTX 1070, GTX 1080, GTX 1080 Ti, RTX 2080, RTX 2080 Ti, TITAN RTX: __user pointer sanitization + Full generic retpoline IBPB IBRS_FW + SSB disabled via prctl and seccomp
NVIDIA TITAN RTX Compute clpeak: Global Memory Bandwidth mixbench: Single Precision mixbench: Double Precision clpeak: Integer Compute INT fahbench: gromacs-gpu: Water Benchmark octanebench: Total Score luxmark: GPU - Luxball HDR luxmark: GPU - Microphone luxmark: GPU - Hotel namd-cuda: ATPase Simulation - 327,506 Atoms darktable: Boat - OpenCL darktable: Server Room - OpenCL parboil: OpenCL TPACF parboil: OpenCL LBM rodinia: OpenCL Particle Filter darktable: Boat - OpenCL darktable: Server Room - OpenCL GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX NVIDIA TITAN RTX 141 2535 140 558 42.04 1.68 35.80 4825 3318 851 2.02480 7.32 3.19 4.57 80.32 22.60 263 4165 246 963 73.35 2.72 109 11533 7145 2190 0.38476 5.30 3.46 3.29 26.45 15.06 143 4144 137 1138 90.44 2.75 96.71 11718 7983 2723 0.35624 4.49 3.10 1.54 21.90 13.30 164 4714 159 1302 101 3.01 111 13220 8982 3034 0.32651 3.95 3.06 1.41 20.13 11.80 264 5860 197 1616 114.29 3.53 143.72 16778 11105 3879 0.28380 3.27 1.52 1.39 14.05 10.22 263 6557 222 1783 121 3.75 152 17288 10929 4135 0.26866 3.11 1.36 1.36 13.48 9.03 147 4392 151 1295 102.90 2.97 91.76 12242 6964 2657 0.31493 3.65 1.31 1.41 19.73 12.03 196 6410 223 1684 140.29 3.77 133.10 17289 9980 3877 0.24283 2.87 1.10 1.08 14.90 8.30 222 8570 293 2450 155 4.29 148 13833 8732 3823 0.20889 2.72 1.12 1.06 22.26 6.54 329 11605 400 3366 197.70 5.18 212.18 21685 13732 5581 0.19974 2.27 1.02 0.77 14.16 4.97 368 11029 292 10199 236.54 5.95 220.39 29650 19855 6589 0.19173 1.88 0.80 0.88 7.27 6.17 505 16175 434 14840 294.39 6.65 303.71 42314 28476 9191 0.18848 1.62 0.73 0.64 5.43 4.45 528 17324 460 15398 297 6.42 321 46377 30528 9884 0.18773 1.61 0.73 0.63 4.98 4.26 86.75 308.43 44164 29558 9401 0.40 0.47 OpenBenchmarking.org
GPU Temperature Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Celsius GPU Temperature Monitor Phoronix Test Suite System Monitoring GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX 16 32 48 64 80 Min: 39 / Avg: 74.35 / Max: 80 Min: 41 / Avg: 74.8 / Max: 83 Min: 31 / Avg: 54.51 / Max: 63 Min: 35 / Avg: 71.02 / Max: 81 Min: 35 / Avg: 76 / Max: 83 Min: 41 / Avg: 75.99 / Max: 84 Min: 35 / Avg: 58.54 / Max: 68 Min: 32 / Avg: 65.36 / Max: 75 Min: 33 / Avg: 64.13 / Max: 75 Min: 37 / Avg: 69.67 / Max: 82 Min: 36 / Avg: 72.15 / Max: 83 Min: 34 / Avg: 67.03 / Max: 77 Min: 35 / Avg: 64.14 / Max: 79
System Power Consumption Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Watts System Power Consumption Monitor Phoronix Test Suite System Monitoring GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX 70 140 210 280 350 Min: 50.3 / Avg: 203.09 / Max: 273.6 Min: 48.8 / Avg: 259.55 / Max: 403 Min: 46.7 / Avg: 179.09 / Max: 308.2 Min: 46.3 / Avg: 185.06 / Max: 322.4 Min: 48.1 / Avg: 227.73 / Max: 361.6 Min: 50.9 / Avg: 233.27 / Max: 381.9 Min: 39.8 / Avg: 138.9 / Max: 260.2 Min: 41.6 / Avg: 170.61 / Max: 279.3 Min: 41 / Avg: 172.69 / Max: 317.8 Min: 47.7 / Avg: 225.64 / Max: 372.1 Min: 43.9 / Avg: 216.88 / Max: 339.3 Min: 45 / Avg: 279.87 / Max: 376 Min: 45.6 / Avg: 254.52 / Max: 364.2
clpeak OpenCL Test: Global Memory Bandwidth OpenBenchmarking.org GBPS, More Is Better clpeak OpenCL Test: Global Memory Bandwidth GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX 110 220 330 440 550 SE +/- 0.11, N = 3 SE +/- 0.13, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.26, N = 3 SE +/- 0.06, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.70, N = 3 SE +/- 0.23, N = 3 SE +/- 0.74, N = 3 SE +/- 1.05, N = 3 141 263 143 164 264 263 147 196 222 329 368 505 528
Mixbench Benchmark: Single Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2016-06-06 Benchmark: Single Precision GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX 4K 8K 12K 16K 20K SE +/- 1.39, N = 3 SE +/- 3.73, N = 3 SE +/- 0.45, N = 3 SE +/- 4.70, N = 3 SE +/- 1.73, N = 3 SE +/- 6.28, N = 3 SE +/- 0.64, N = 3 SE +/- 48.40, N = 3 SE +/- 9.71, N = 3 SE +/- 548.77, N = 3 SE +/- 1.47, N = 3 SE +/- 21.81, N = 3 SE +/- 8.55, N = 3 2535 4165 4144 4714 5860 6557 4392 6410 8570 11605 11029 16175 17324 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Benchmark: Double Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2016-06-06 Benchmark: Double Precision GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX 100 200 300 400 500 SE +/- 0.11, N = 3 SE +/- 0.28, N = 3 SE +/- 0.60, N = 3 SE +/- 0.54, N = 3 SE +/- 0.11, N = 3 SE +/- 0.20, N = 3 SE +/- 0.36, N = 3 SE +/- 0.29, N = 3 SE +/- 1.76, N = 3 SE +/- 19.15, N = 3 SE +/- 2.01, N = 3 SE +/- 0.06, N = 3 SE +/- 8.49, N = 3 140 246 137 159 197 222 151 223 293 400 292 434 460 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 GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX 3K 6K 9K 12K 15K SE +/- 1.19, N = 3 SE +/- 16.34, N = 3 SE +/- 18.00, N = 3 SE +/- 6.22, N = 3 SE +/- 21.99, N = 3 SE +/- 23.76, N = 3 SE +/- 2.40, N = 3 SE +/- 18.17, N = 3 SE +/- 11.35, N = 3 SE +/- 18.09, N = 3 SE +/- 652.84, N = 3 SE +/- 697.03, N = 3 SE +/- 1168.75, N = 3 558 963 1138 1302 1616 1783 1295 1684 2450 3366 10199 14840 15398
GROMACS Water Benchmark OpenBenchmarking.org Ns Per Day Per Watt, More Is Better GROMACS 2018.3 Water Benchmark GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX 0.0045 0.009 0.0135 0.018 0.0225 0.01 0.01 0.01 0.01 0.01 0.01 0.02 0.02 0.02 0.02 0.02 0.02 0.02
FAHBench OpenBenchmarking.org Ns Per Day, More Is Better FAHBench 2.3.2 GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX NVIDIA TITAN RTX 60 120 180 240 300 SE +/- 0.05, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.13, N = 3 SE +/- 0.03, N = 3 SE +/- 0.08, N = 3 SE +/- 0.06, N = 3 SE +/- 0.15, N = 3 SE +/- 0.15, N = 3 SE +/- 0.16, N = 3 SE +/- 0.23, N = 3 SE +/- 0.29, N = 3 SE +/- 0.64, N = 3 SE +/- 0.86, N = 3 42.04 73.35 90.44 101.00 114.29 121.00 102.90 140.29 155.00 197.70 236.54 294.39 297.00 86.75
GROMACS Water Benchmark OpenBenchmarking.org Ns Per Day, More Is Better GROMACS 2018.3 Water Benchmark GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX 2 4 6 8 10 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 1.68 2.72 2.75 3.01 3.53 3.75 2.97 3.77 4.29 5.18 5.95 6.65 6.42 1. (CXX) g++ options: -march=core-avx2 -std=c++11 -O3 -funroll-all-loops -fopenmp -lpthread -ldl -lrt -lm
FAHBench OpenBenchmarking.org Ns Per Day Per Watt, More Is Better FAHBench 2.3.2 GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX 0.3083 0.6166 0.9249 1.2332 1.5415 0.26 0.34 0.62 0.65 0.61 0.64 0.85 0.97 1.00 1.05 1.31 1.37 1.37
OctaneBench Total Score OpenBenchmarking.org Score Per Watt, More Is Better OctaneBench 4.00 Total Score GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX 0.2295 0.459 0.6885 0.918 1.1475 0.20 0.43 0.63 0.66 0.67 0.66 0.80 0.90 0.92 0.94 0.96 1.01 1.02
LuxMark OpenCL Device: GPU - Scene: Luxball HDR OpenBenchmarking.org Score Per Watt, More Is Better LuxMark 3.1 OpenCL Device: GPU - Scene: Luxball HDR GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX 30 60 90 120 150 23.87 42.09 66.87 69.16 72.97 69.07 86.54 98.90 79.84 90.50 121.95 131.47 136.91
OctaneBench Total Score OpenBenchmarking.org Score, More Is Better OctaneBench 4.00 Total Score GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX NVIDIA TITAN RTX 70 140 210 280 350 35.80 109.00 96.71 111.00 143.72 152.00 91.76 133.10 148.00 212.18 220.39 303.71 321.00 308.43
LuxMark OpenCL Device: GPU - Scene: Microphone OpenBenchmarking.org Score Per Watt, More Is Better LuxMark 3.1 OpenCL Device: GPU - Scene: Microphone GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX 20 40 60 80 100 16.60 27.40 45.62 47.36 47.63 45.03 51.78 59.80 51.84 58.58 81.97 88.76 90.44
LuxMark OpenCL Device: GPU - Scene: Luxball HDR OpenBenchmarking.org Score, More Is Better LuxMark 3.1 OpenCL Device: GPU - Scene: Luxball HDR GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX NVIDIA TITAN RTX 10K 20K 30K 40K 50K SE +/- 15.90, N = 3 SE +/- 51.10, N = 3 SE +/- 10.84, N = 3 SE +/- 3.61, N = 3 SE +/- 15.76, N = 3 SE +/- 1.33, N = 3 SE +/- 5.17, N = 3 SE +/- 2.00, N = 3 SE +/- 40.83, N = 3 SE +/- 10.84, N = 3 SE +/- 11.86, N = 3 SE +/- 82.86, N = 3 SE +/- 231.35, N = 3 SE +/- 105.08, N = 3 4825 11533 11718 13220 16778 17288 12242 17289 13833 21685 29650 42314 46377 44164
LuxMark OpenCL Device: GPU - Scene: Microphone OpenBenchmarking.org Score, More Is Better LuxMark 3.1 OpenCL Device: GPU - Scene: Microphone GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX NVIDIA TITAN RTX 7K 14K 21K 28K 35K SE +/- 5.33, N = 3 SE +/- 30.33, N = 3 SE +/- 1.86, N = 3 SE +/- 40.54, N = 3 SE +/- 23.78, N = 3 SE +/- 20.28, N = 3 SE +/- 1.20, N = 3 SE +/- 15.59, N = 3 SE +/- 12.67, N = 3 SE +/- 30.23, N = 3 SE +/- 18.48, N = 3 SE +/- 39.86, N = 3 SE +/- 55.63, N = 3 3318 7145 7983 8982 11105 10929 6964 9980 8732 13732 19855 28476 30528 29558
LuxMark OpenCL Device: GPU - Scene: Hotel OpenBenchmarking.org Score, More Is Better LuxMark 3.1 OpenCL Device: GPU - Scene: Hotel GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX NVIDIA TITAN RTX 2K 4K 6K 8K 10K SE +/- 4.00, N = 3 SE +/- 2.67, N = 3 SE +/- 6.23, N = 3 SE +/- 10.50, N = 3 SE +/- 31.83, N = 3 SE +/- 8.41, N = 3 SE +/- 8.21, N = 3 SE +/- 18.33, N = 3 SE +/- 6.01, N = 3 SE +/- 1.15, N = 3 SE +/- 15.93, N = 3 SE +/- 38.04, N = 3 SE +/- 71.50, N = 2 851 2190 2723 3034 3879 4135 2657 3877 3823 5581 6589 9191 9884 9401
LuxMark OpenCL Device: GPU - Scene: Hotel OpenBenchmarking.org Score Per Watt, More Is Better LuxMark 3.1 OpenCL Device: GPU - Scene: Hotel GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX 7 14 21 28 35 4.18 7.86 13.88 14.42 15.34 15.07 17.43 19.94 19.25 20.19 25.35 27.60 28.38
OctaneBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OctaneBench 4.00 GPU Temperature Monitor GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX 16 32 48 64 80 Min: 46 / Avg: 73.49 / Max: 77 Min: 50 / Avg: 77.49 / Max: 81 Min: 34 / Avg: 53.66 / Max: 58 Min: 42 / Avg: 70.42 / Max: 78 Min: 46 / Avg: 76.56 / Max: 81 Min: 49 / Avg: 78.6 / Max: 83 Min: 37 / Avg: 56.47 / Max: 60 Min: 38 / Avg: 62.99 / Max: 69 Min: 40 / Avg: 64.51 / Max: 70 Min: 45 / Avg: 71.21 / Max: 76 Min: 38 / Avg: 75.21 / Max: 83 Min: 34 / Avg: 68.08 / Max: 75 Min: 37 / Avg: 71.03 / Max: 77
NAMD CUDA GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better NAMD CUDA 2.13 GPU Temperature Monitor GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX 16 32 48 64 80 Min: 65 / Avg: 74.48 / Max: 76 Min: 69 / Avg: 75.17 / Max: 80 Min: 44 / Avg: 55.64 / Max: 62 Min: 65 / Avg: 74.6 / Max: 78 Min: 69 / Avg: 74.67 / Max: 79 Min: 69 / Avg: 76.22 / Max: 82 Min: 51 / Avg: 59.4 / Max: 64 Min: 60 / Avg: 64 / Max: 67 Min: 61 / Avg: 65.14 / Max: 68 Min: 65 / Avg: 68.86 / Max: 72 Min: 67 / Avg: 69.38 / Max: 72 Min: 61 / Avg: 64.29 / Max: 66 Min: 54 / Avg: 58.93 / Max: 64
FAHBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better FAHBench 2.3.2 GPU Temperature Monitor GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX 15 30 45 60 75 Min: 58 / Avg: 68.78 / Max: 76 Min: 55 / Avg: 66.7 / Max: 76 Min: 36 / Avg: 47.03 / Max: 55 Min: 53 / Avg: 63.19 / Max: 72 Min: 59 / Avg: 69.03 / Max: 77 Min: 58 / Avg: 69.48 / Max: 79 Min: 41 / Avg: 51.72 / Max: 61 Min: 48 / Avg: 58.17 / Max: 67 Min: 47 / Avg: 58.51 / Max: 67 Min: 50 / Avg: 61.9 / Max: 72 Min: 48 / Avg: 64 / Max: 76 Min: 44 / Avg: 56.67 / Max: 67 Min: 40 / Avg: 54.98 / Max: 67
LuxMark GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxMark 3.1 GPU Temperature Monitor GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX 16 32 48 64 80 Min: 63 / Avg: 76.31 / Max: 77 Min: 66 / Avg: 78.93 / Max: 81 Min: 42 / Avg: 54.27 / Max: 56 Min: 61 / Avg: 74.29 / Max: 77 Min: 68 / Avg: 78.61 / Max: 80 Min: 68 / Avg: 80.35 / Max: 83 Min: 52 / Avg: 61.07 / Max: 63 Min: 61 / Avg: 68.03 / Max: 70 Min: 59 / Avg: 65.98 / Max: 68 Min: 65 / Avg: 73.06 / Max: 75 Min: 64 / Avg: 78.64 / Max: 81 Min: 57 / Avg: 72.82 / Max: 75 Min: 57 / Avg: 74.29 / Max: 77
LuxMark GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxMark 3.1 GPU Temperature Monitor GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX 16 32 48 64 80 Min: 70 / Avg: 76.4 / Max: 77 Min: 69 / Avg: 77.45 / Max: 79 Min: 48 / Avg: 54.41 / Max: 56 Min: 66 / Avg: 75.1 / Max: 77 Min: 70 / Avg: 78.82 / Max: 81 Min: 70 / Avg: 80.18 / Max: 82 Min: 55 / Avg: 59.7 / Max: 61 Min: 61 / Avg: 67.15 / Max: 68 Min: 60 / Avg: 65.1 / Max: 66 Min: 65 / Avg: 72.74 / Max: 74 Min: 68 / Avg: 78.74 / Max: 80 Min: 63 / Avg: 73.96 / Max: 75 Min: 65 / Avg: 75.76 / Max: 77
LuxMark GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxMark 3.1 GPU Temperature Monitor GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX 16 32 48 64 80 Min: 65 / Avg: 76.97 / Max: 78 Min: 68 / Avg: 80.15 / Max: 82 Min: 44 / Avg: 59.56 / Max: 61 Min: 66 / Avg: 78.75 / Max: 80 Min: 70 / Avg: 80.85 / Max: 83 Min: 71 / Avg: 82.06 / Max: 84 Min: 52 / Avg: 65.01 / Max: 67 Min: 60 / Avg: 72.99 / Max: 75 Min: 59 / Avg: 71.85 / Max: 74 Min: 64 / Avg: 79.57 / Max: 82 Min: 67 / Avg: 81.22 / Max: 83 Min: 69 / Avg: 75.27 / Max: 77 Min: 64 / Avg: 76.92 / Max: 79
GROMACS GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better GROMACS 2018.3 GPU Temperature Monitor GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX 16 32 48 64 80 Min: 63 / Avg: 78.24 / Max: 80 Min: 68 / Avg: 81.06 / Max: 83 Min: 46 / Avg: 61.09 / Max: 63 Min: 65 / Avg: 78.37 / Max: 81 Min: 68 / Avg: 80.28 / Max: 82 Min: 68 / Avg: 81.08 / Max: 83 Min: 55 / Avg: 66.01 / Max: 68 Min: 63 / Avg: 70.08 / Max: 72 Min: 64 / Avg: 72.7 / Max: 75 Min: 67 / Avg: 75.12 / Max: 78 Min: 67 / Avg: 76.94 / Max: 80 Min: 63 / Avg: 67.33 / Max: 69 Min: 34 / Avg: 59.53 / Max: 68
NAMD CUDA ATPase Simulation - 327,506 Atoms OpenBenchmarking.org days/ns, Fewer Is Better NAMD CUDA 2.13 ATPase Simulation - 327,506 Atoms GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX 0.4556 0.9112 1.3668 1.8224 2.278 SE +/- 0.00740, N = 3 SE +/- 0.00335, N = 3 SE +/- 0.00115, N = 3 SE +/- 0.00050, N = 3 SE +/- 0.00149, N = 3 SE +/- 0.00310, N = 3 SE +/- 0.00245, N = 3 SE +/- 0.00143, N = 3 SE +/- 0.00033, N = 3 SE +/- 0.00185, N = 3 SE +/- 0.00151, N = 3 SE +/- 0.00093, N = 3 SE +/- 0.00154, N = 3 2.02480 0.38476 0.35624 0.32651 0.28380 0.26866 0.31493 0.24283 0.20889 0.19974 0.19173 0.18848 0.18773
Darktable Test: Boat - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 2.4.2 Test: Boat - Acceleration: OpenCL GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX 2 4 6 8 10 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 7.32 5.30 4.49 3.95 3.27 3.11 3.65 2.87 2.72 2.27 1.88 1.62 1.61
Darktable Test: Server Room - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 2.4.2 Test: Server Room - Acceleration: OpenCL GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX 0.7785 1.557 2.3355 3.114 3.8925 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 3.19 3.46 3.10 3.06 1.52 1.36 1.31 1.10 1.12 1.02 0.80 0.73 0.73
Parboil Test: OpenCL TPACF OpenBenchmarking.org Seconds, Fewer Is Better Parboil 2.5 Test: OpenCL TPACF GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX 1.0283 2.0566 3.0849 4.1132 5.1415 SE +/- 0.03, N = 3 SE +/- 0.20, N = 3 SE +/- 0.09, N = 3 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 4.57 3.29 1.54 1.41 1.39 1.36 1.41 1.08 1.06 0.77 0.88 0.64 0.63 1. (CXX) g++ options: -lm -lpthread -lgomp -O3 -ffast-math -fopenmp
Parboil Test: OpenCL LBM OpenBenchmarking.org Seconds, Fewer Is Better Parboil 2.5 Test: OpenCL LBM GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX 20 40 60 80 100 SE +/- 0.02, N = 3 SE +/- 0.05, 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 +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 80.32 26.45 21.90 20.13 14.05 13.48 19.73 14.90 22.26 14.16 7.27 5.43 4.98 1. (CXX) g++ options: -lm -lpthread -lgomp -O3 -ffast-math -fopenmp
Rodinia Test: OpenCL Particle Filter OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 2.4 Test: OpenCL Particle Filter GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX 5 10 15 20 25 SE +/- 0.01, N = 3 SE +/- 0.07, N = 3 SE +/- 0.06, N = 3 SE +/- 0.02, N = 3 SE +/- 0.07, N = 3 SE +/- 0.16, N = 3 SE +/- 0.05, N = 3 SE +/- 0.01, N = 3 SE +/- 0.07, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 SE +/- 0.07, N = 3 22.60 15.06 13.30 11.80 10.22 9.03 12.03 8.30 6.54 4.97 6.17 4.45 4.26 1. (CXX) g++ options: -O2 -lOpenCL
Darktable Test: Boat - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 2.4.1 Test: Boat - Acceleration: OpenCL NVIDIA TITAN RTX 0.09 0.18 0.27 0.36 0.45 SE +/- 0.00, N = 3 0.40
Darktable Test: Server Room - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 2.4.1 Test: Server Room - Acceleration: OpenCL NVIDIA TITAN RTX 0.1058 0.2116 0.3174 0.4232 0.529 SE +/- 0.01, N = 12 0.47
OctaneBench System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OctaneBench 4.00 System Power Consumption Monitor GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX 60 120 180 240 300 Min: 52.5 / Avg: 182.48 / Max: 212.3 Min: 51.7 / Avg: 254.01 / Max: 275.1 Min: 46.7 / Avg: 153.05 / Max: 214.5 Min: 47.5 / Avg: 168.73 / Max: 191.8 Min: 51.2 / Avg: 214.75 / Max: 243.1 Min: 54 / Avg: 230.17 / Max: 258.6 Min: 40 / Avg: 115.29 / Max: 177 Min: 41.6 / Avg: 148.64 / Max: 170 Min: 41.9 / Avg: 161.36 / Max: 183 Min: 64 / Avg: 226.55 / Max: 252.1 Min: 77 / Avg: 230.22 / Max: 269.5 Min: 45.3 / Avg: 299.31 / Max: 329.8 Min: 46.6 / Avg: 315.28 / Max: 350
NAMD CUDA System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better NAMD CUDA 2.13 System Power Consumption Monitor GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX 70 140 210 280 350 Min: 51.5 / Avg: 264.88 / Max: 273.6 Min: 51.9 / Avg: 330.2 / Max: 403 Min: 47.7 / Avg: 247.44 / Max: 308.2 Min: 48.1 / Avg: 265.81 / Max: 321.7 Min: 52.5 / Avg: 302.56 / Max: 361.6 Min: 52.6 / Avg: 316.4 / Max: 381.9 Min: 41.6 / Avg: 209.4 / Max: 260.2 Min: 169.7 / Avg: 243.01 / Max: 279.3 Min: 43.3 / Avg: 235.74 / Max: 317.8 Min: 53.4 / Avg: 280.69 / Max: 372.1 Min: 48.5 / Avg: 263.5 / Max: 339.3 Min: 50.7 / Avg: 249.46 / Max: 376 Min: 52.4 / Avg: 209.26 / Max: 364.2
FAHBench System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better FAHBench 2.3.2 System Power Consumption Monitor GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX 60 120 180 240 300 Min: 85.3 / Avg: 161.55 / Max: 208.9 Min: 74.2 / Avg: 213.5 / Max: 287.5 Min: 71.9 / Avg: 147.03 / Max: 186.3 Min: 71.8 / Avg: 154.93 / Max: 207.1 Min: 77.5 / Avg: 186.46 / Max: 236.1 Min: 79.2 / Avg: 188.72 / Max: 251.2 Min: 40.5 / Avg: 120.84 / Max: 154.8 Min: 70.3 / Avg: 144.57 / Max: 189.2 Min: 42.2 / Avg: 154.69 / Max: 203.6 Min: 48.4 / Avg: 187.72 / Max: 258.3 Min: 44.3 / Avg: 180.63 / Max: 260.2 Min: 48.3 / Avg: 215.05 / Max: 315.1 Min: 71.5 / Avg: 216.97 / Max: 307.4
LuxMark System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxMark 3.1 System Power Consumption Monitor GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX 60 120 180 240 300 Min: 54.7 / Avg: 202.18 / Max: 205.4 Min: 50.5 / Avg: 273.99 / Max: 288.7 Min: 47.3 / Avg: 175.22 / Max: 178.9 Min: 48.3 / Avg: 191.15 / Max: 198.1 Min: 53.1 / Avg: 229.94 / Max: 237.8 Min: 54.6 / Avg: 250.3 / Max: 257.9 Min: 40.9 / Avg: 141.45 / Max: 144.9 Min: 44.3 / Avg: 174.82 / Max: 179.8 Min: 43.5 / Avg: 173.25 / Max: 177.2 Min: 47.7 / Avg: 239.62 / Max: 245.3 Min: 49.4 / Avg: 243.13 / Max: 253.5 Min: 181.3 / Avg: 321.85 / Max: 333.1 Min: 184.5 / Avg: 338.75 / Max: 347.9
LuxMark System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxMark 3.1 System Power Consumption Monitor GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX 60 120 180 240 300 Min: 53.7 / Avg: 199.93 / Max: 208.6 Min: 50.6 / Avg: 260.76 / Max: 277 Min: 47.6 / Avg: 175.01 / Max: 177.8 Min: 48.2 / Avg: 189.64 / Max: 194.3 Min: 141.3 / Avg: 233.13 / Max: 237.6 Min: 55 / Avg: 242.7 / Max: 250.6 Min: 41 / Avg: 134.5 / Max: 137.4 Min: 42.1 / Avg: 166.89 / Max: 170.5 Min: 43.1 / Avg: 168.45 / Max: 171.2 Min: 136.6 / Avg: 234.43 / Max: 239.4 Min: 89.2 / Avg: 242.23 / Max: 250.6 Min: 52.6 / Avg: 320.82 / Max: 326.8 Min: 134 / Avg: 337.53 / Max: 344.3
LuxMark System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxMark 3.1 System Power Consumption Monitor GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX 60 120 180 240 300 Min: 53.1 / Avg: 203.67 / Max: 217.6 Min: 62 / Avg: 278.61 / Max: 295.9 Min: 103.6 / Avg: 196.12 / Max: 199.4 Min: 48.3 / Avg: 210.38 / Max: 218.6 Min: 52.3 / Avg: 252.9 / Max: 262.4 Min: 54.9 / Avg: 274.3 / Max: 283.5 Min: 44.6 / Avg: 152.45 / Max: 155.7 Min: 86.5 / Avg: 194.45 / Max: 198.9 Min: 41.3 / Avg: 198.56 / Max: 204.2 Min: 52.6 / Avg: 276.43 / Max: 282.9 Min: 48.7 / Avg: 259.96 / Max: 273.4 Min: 57.5 / Avg: 333.06 / Max: 343.7 Min: 51.9 / Avg: 348.23 / Max: 358
GROMACS System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better GROMACS 2018.3 System Power Consumption Monitor GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 RTX 2080 Ti TITAN RTX 70 140 210 280 350 Min: 54.7 / Avg: 235.38 / Max: 241.1 Min: 51.7 / Avg: 328.69 / Max: 347.1 Min: 56.5 / Avg: 229.2 / Max: 236 Min: 64.6 / Avg: 246.99 / Max: 257.2 Min: 50.7 / Avg: 284.77 / Max: 299.4 Min: 54.9 / Avg: 305.56 / Max: 321.8 Min: 41.1 / Avg: 191.64 / Max: 197.1 Min: 44.4 / Avg: 221.47 / Max: 231.7 Min: 45.9 / Avg: 247.86 / Max: 260.3 Min: 52.1 / Avg: 297.55 / Max: 322.1 Min: 48.7 / Avg: 283.1 / Max: 311.1 Min: 50.7 / Avg: 316.38 / Max: 366.5 Min: 52 / Avg: 315.63 / Max: 367.3
Phoronix Test Suite v10.8.4