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&sro&grr .
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 gromacs-gpu: Water Benchmark octanebench: Total Score luxmark: GPU - Microphone luxmark: GPU - Luxball HDR luxmark: GPU - Hotel fahbench: namd-cuda: ATPase Simulation - 327,506 Atoms parboil: OpenCL LBM rodinia: OpenCL Particle Filter darktable: Server Room - OpenCL darktable: Boat - OpenCL darktable: Boat - OpenCL darktable: Server Room - OpenCL clpeak: Integer Compute INT clpeak: Global Memory Bandwidth parboil: OpenCL TPACF mixbench: Single Precision mixbench: 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 NVIDIA TITAN RTX 1.68 35.80 3318 4825 851 42.04 2.02480 80.32 22.60 7.32 3.19 558 141 4.57 2535 140 2.72 109 7145 11533 2190 73.35 0.38476 26.45 15.06 5.30 3.46 963 263 3.29 4165 246 2.75 96.71 7983 11718 2723 90.44 0.35624 21.90 13.30 4.49 3.10 1138 143 1.54 4144 137 3.01 111 8982 13220 3034 101 0.32651 20.13 11.80 3.95 3.06 1302 164 1.41 4714 159 3.53 143.72 11105 16778 3879 114.29 0.28380 14.05 10.22 3.27 1.52 1616 264 1.39 5860 197 3.75 152 10929 17288 4135 121 0.26866 13.48 9.03 3.11 1.36 1783 263 1.36 6557 222 2.97 91.76 6964 12242 2657 102.90 0.31493 19.73 12.03 3.65 1.31 1295 147 1.41 4392 151 3.77 133.10 9980 17289 3877 140.29 0.24283 14.90 8.30 2.87 1.10 1684 196 1.08 6410 223 4.29 148 8732 13833 3823 155 0.20889 22.26 6.54 2.72 1.12 2450 222 1.06 8570 293 5.18 212.18 13732 21685 5581 197.70 0.19974 14.16 4.97 2.27 1.02 3366 329 0.77 11605 400 5.95 220.39 19855 29650 6589 236.54 0.19173 7.27 6.17 1.88 0.80 10199 368 0.88 11029 292 6.65 303.71 28476 42314 9191 294.39 0.18848 5.43 4.45 1.62 0.73 14840 505 0.64 16175 434 6.42 321 30528 46377 9884 297 0.18773 4.98 4.26 1.61 0.73 15398 528 0.63 17324 460 308.43 29558 44164 9401 86.75 0.47 0.40 OpenBenchmarking.org
GROMACS Water Benchmark OpenBenchmarking.org Ns Per Day, More Is Better GROMACS 2018.3 Water Benchmark GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 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 +/- 0.01, 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 +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 2.97 3.77 4.29 5.18 1.68 2.72 2.75 3.01 3.53 3.75 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
OctaneBench Total Score OpenBenchmarking.org Score, More Is Better OctaneBench 4.00 Total Score GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 NVIDIA TITAN RTX RTX 2080 RTX 2080 Ti TITAN RTX 70 140 210 280 350 91.76 133.10 148.00 212.18 35.80 109.00 96.71 111.00 143.72 152.00 308.43 220.39 303.71 321.00
LuxMark OpenCL Device: GPU - Scene: Microphone OpenBenchmarking.org Score, More Is Better LuxMark 3.1 OpenCL Device: GPU - Scene: Microphone GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 NVIDIA TITAN RTX RTX 2080 RTX 2080 Ti TITAN RTX 7K 14K 21K 28K 35K SE +/- 1.20, N = 3 SE +/- 15.59, N = 3 SE +/- 12.67, N = 3 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 +/- 55.63, N = 3 SE +/- 30.23, N = 3 SE +/- 18.48, N = 3 SE +/- 39.86, N = 3 6964 9980 8732 13732 3318 7145 7983 8982 11105 10929 29558 19855 28476 30528
LuxMark OpenCL Device: GPU - Scene: Luxball HDR OpenBenchmarking.org Score, More Is Better LuxMark 3.1 OpenCL Device: GPU - Scene: Luxball HDR GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 NVIDIA TITAN RTX RTX 2080 RTX 2080 Ti TITAN RTX 10K 20K 30K 40K 50K SE +/- 5.17, N = 3 SE +/- 2.00, N = 3 SE +/- 40.83, N = 3 SE +/- 10.84, N = 3 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 +/- 105.08, N = 3 SE +/- 11.86, N = 3 SE +/- 82.86, N = 3 SE +/- 231.35, N = 3 12242 17289 13833 21685 4825 11533 11718 13220 16778 17288 44164 29650 42314 46377
LuxMark OpenCL Device: GPU - Scene: Hotel OpenBenchmarking.org Score, More Is Better LuxMark 3.1 OpenCL Device: GPU - Scene: Hotel GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 NVIDIA TITAN RTX RTX 2080 RTX 2080 Ti TITAN RTX 2K 4K 6K 8K 10K SE +/- 8.41, N = 3 SE +/- 8.21, N = 3 SE +/- 18.33, N = 3 SE +/- 6.01, N = 3 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 +/- 71.50, N = 2 SE +/- 1.15, N = 3 SE +/- 15.93, N = 3 SE +/- 38.04, N = 3 2657 3877 3823 5581 851 2190 2723 3034 3879 4135 9401 6589 9191 9884
FAHBench OpenBenchmarking.org Ns Per Day, More Is Better FAHBench 2.3.2 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 NVIDIA TITAN RTX RTX 2080 RTX 2080 Ti TITAN RTX 60 120 180 240 300 SE +/- 0.06, N = 3 SE +/- 0.15, N = 3 SE +/- 0.15, N = 3 SE +/- 0.16, N = 3 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 +/- 0.86, N = 3 SE +/- 0.23, N = 3 SE +/- 0.29, N = 3 SE +/- 0.64, N = 3 102.90 140.29 155.00 197.70 42.04 73.35 90.44 101.00 114.29 121.00 86.75 236.54 294.39 297.00
NAMD CUDA ATPase Simulation - 327,506 Atoms OpenBenchmarking.org days/ns, Fewer Is Better NAMD CUDA 2.13 ATPase Simulation - 327,506 Atoms GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 RTX 2080 RTX 2080 Ti TITAN RTX 0.4556 0.9112 1.3668 1.8224 2.278 SE +/- 0.00245, N = 3 SE +/- 0.00143, N = 3 SE +/- 0.00033, N = 3 SE +/- 0.00185, N = 3 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 +/- 0.00151, N = 3 SE +/- 0.00093, N = 3 SE +/- 0.00154, N = 3 0.31493 0.24283 0.20889 0.19974 2.02480 0.38476 0.35624 0.32651 0.28380 0.26866 0.19173 0.18848 0.18773
Parboil Test: OpenCL LBM OpenBenchmarking.org Seconds, Fewer Is Better Parboil 2.5 Test: OpenCL LBM GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 RTX 2080 RTX 2080 Ti TITAN RTX 20 40 60 80 100 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 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 +/- 0.03, N = 3 SE +/- 0.02, N = 3 19.73 14.90 22.26 14.16 80.32 26.45 21.90 20.13 14.05 13.48 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 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 RTX 2080 RTX 2080 Ti TITAN RTX 5 10 15 20 25 SE +/- 0.05, N = 3 SE +/- 0.01, N = 3 SE +/- 0.07, N = 3 SE +/- 0.02, N = 3 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 +/- 0.03, N = 3 SE +/- 0.05, N = 3 SE +/- 0.07, N = 3 12.03 8.30 6.54 4.97 22.60 15.06 13.30 11.80 10.22 9.03 6.17 4.45 4.26 1. (CXX) g++ options: -O2 -lOpenCL
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
Darktable Test: Boat - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 2.4.2 Test: Boat - Acceleration: OpenCL GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 RTX 2080 RTX 2080 Ti TITAN RTX 2 4 6 8 10 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, 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 3.65 2.87 2.72 2.27 7.32 5.30 4.49 3.95 3.27 3.11 1.88 1.62 1.61
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 2.4.2 Test: Server Room - Acceleration: OpenCL GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 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 1.31 1.10 1.12 1.02 3.19 3.46 3.10 3.06 1.52 1.36 0.80 0.73 0.73
clpeak OpenCL Test: Integer Compute INT OpenBenchmarking.org GIOPS, More Is Better clpeak OpenCL Test: Integer Compute INT GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 RTX 2080 RTX 2080 Ti TITAN RTX 3K 6K 9K 12K 15K SE +/- 2.40, N = 3 SE +/- 18.17, N = 3 SE +/- 11.35, N = 3 SE +/- 18.09, N = 3 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 +/- 652.84, N = 3 SE +/- 697.03, N = 3 SE +/- 1168.75, N = 3 1295 1684 2450 3366 558 963 1138 1302 1616 1783 10199 14840 15398
clpeak OpenCL Test: Global Memory Bandwidth OpenBenchmarking.org GBPS, More Is Better clpeak OpenCL Test: Global Memory Bandwidth GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 RTX 2080 RTX 2080 Ti TITAN RTX 110 220 330 440 550 SE +/- 0.06, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.70, N = 3 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 +/- 0.23, N = 3 SE +/- 0.74, N = 3 SE +/- 1.05, N = 3 147 196 222 329 141 263 143 164 264 263 368 505 528
Parboil Test: OpenCL TPACF OpenBenchmarking.org Seconds, Fewer Is Better Parboil 2.5 Test: OpenCL TPACF GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 RTX 2080 RTX 2080 Ti TITAN RTX 1.0283 2.0566 3.0849 4.1132 5.1415 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 +/- 0.20, N = 3 SE +/- 0.09, N = 3 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 1.41 1.08 1.06 0.77 4.57 3.29 1.54 1.41 1.39 1.36 0.88 0.64 0.63 1. (CXX) g++ options: -lm -lpthread -lgomp -O3 -ffast-math -fopenmp
Mixbench Benchmark: Single Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2016-06-06 Benchmark: Single Precision GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 RTX 2080 RTX 2080 Ti TITAN RTX 4K 8K 12K 16K 20K SE +/- 0.64, N = 3 SE +/- 48.40, N = 3 SE +/- 9.71, N = 3 SE +/- 548.77, N = 3 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 +/- 1.47, N = 3 SE +/- 21.81, N = 3 SE +/- 8.55, N = 3 4392 6410 8570 11605 2535 4165 4144 4714 5860 6557 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 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 RTX 2080 RTX 2080 Ti TITAN RTX 100 200 300 400 500 SE +/- 0.36, N = 3 SE +/- 0.29, N = 3 SE +/- 1.76, N = 3 SE +/- 19.15, N = 3 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 +/- 2.01, N = 3 SE +/- 0.06, N = 3 SE +/- 8.49, N = 3 151 223 293 400 140 246 137 159 197 222 292 434 460 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
System Power Consumption Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Watts System Power Consumption Monitor Phoronix Test Suite System Monitoring GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 RTX 2080 RTX 2080 Ti TITAN RTX 70 140 210 280 350 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: 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: 43.9 / Avg: 216.88 / Max: 339.3 Min: 45 / Avg: 279.87 / Max: 376 Min: 45.6 / Avg: 254.52 / Max: 364.2
GPU Temperature Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Celsius GPU Temperature Monitor Phoronix Test Suite System Monitoring GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 RTX 2080 RTX 2080 Ti TITAN RTX 16 32 48 64 80 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: 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: 36 / Avg: 72.15 / Max: 83 Min: 34 / Avg: 67.03 / Max: 77 Min: 35 / Avg: 64.14 / Max: 79
GROMACS System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better GROMACS 2018.3 System Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 RTX 2080 RTX 2080 Ti TITAN RTX 70 140 210 280 350 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: 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: 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
GROMACS GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better GROMACS 2018.3 GPU Temperature Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 RTX 2080 RTX 2080 Ti TITAN RTX 16 32 48 64 80 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: 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: 67 / Avg: 76.94 / Max: 80 Min: 63 / Avg: 67.33 / Max: 69 Min: 34 / Avg: 59.53 / Max: 68
GROMACS Water Benchmark OpenBenchmarking.org Ns Per Day Per Watt, More Is Better GROMACS 2018.3 Water Benchmark GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 RTX 2080 RTX 2080 Ti TITAN RTX 0.0045 0.009 0.0135 0.018 0.0225 0.02 0.02 0.02 0.02 0.01 0.01 0.01 0.01 0.01 0.01 0.02 0.02 0.02
LuxMark System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxMark 3.1 System Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 RTX 2080 RTX 2080 Ti TITAN RTX 60 120 180 240 300 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: 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: 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
LuxMark GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxMark 3.1 GPU Temperature Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 RTX 2080 RTX 2080 Ti TITAN RTX 16 32 48 64 80 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: 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: 67 / Avg: 81.22 / Max: 83 Min: 69 / Avg: 75.27 / Max: 77 Min: 64 / Avg: 76.92 / Max: 79
LuxMark OpenCL Device: GPU - Scene: Hotel OpenBenchmarking.org Score Per Watt, More Is Better LuxMark 3.1 OpenCL Device: GPU - Scene: Hotel GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 RTX 2080 RTX 2080 Ti TITAN RTX 7 14 21 28 35 17.43 19.94 19.25 20.19 4.18 7.86 13.88 14.42 15.34 15.07 25.35 27.60 28.38
LuxMark System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxMark 3.1 System Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 RTX 2080 RTX 2080 Ti TITAN RTX 60 120 180 240 300 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: 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: 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 GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxMark 3.1 GPU Temperature Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 RTX 2080 RTX 2080 Ti TITAN RTX 16 32 48 64 80 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: 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: 68 / Avg: 78.74 / Max: 80 Min: 63 / Avg: 73.96 / Max: 75 Min: 65 / Avg: 75.76 / Max: 77
LuxMark OpenCL Device: GPU - Scene: Microphone OpenBenchmarking.org Score Per Watt, More Is Better LuxMark 3.1 OpenCL Device: GPU - Scene: Microphone GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 RTX 2080 RTX 2080 Ti TITAN RTX 20 40 60 80 100 51.78 59.80 51.84 58.58 16.60 27.40 45.62 47.36 47.63 45.03 81.97 88.76 90.44
LuxMark System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxMark 3.1 System Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 RTX 2080 RTX 2080 Ti TITAN RTX 60 120 180 240 300 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: 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: 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 GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxMark 3.1 GPU Temperature Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 RTX 2080 RTX 2080 Ti TITAN RTX 16 32 48 64 80 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: 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: 64 / Avg: 78.64 / Max: 81 Min: 57 / Avg: 72.82 / Max: 75 Min: 57 / Avg: 74.29 / Max: 77
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 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 RTX 2080 RTX 2080 Ti TITAN RTX 30 60 90 120 150 86.54 98.90 79.84 90.50 23.87 42.09 66.87 69.16 72.97 69.07 121.95 131.47 136.91
FAHBench System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better FAHBench 2.3.2 System Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 RTX 2080 RTX 2080 Ti TITAN RTX 60 120 180 240 300 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: 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: 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
FAHBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better FAHBench 2.3.2 GPU Temperature Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 RTX 2080 RTX 2080 Ti TITAN RTX 15 30 45 60 75 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: 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: 48 / Avg: 64 / Max: 76 Min: 44 / Avg: 56.67 / Max: 67 Min: 40 / Avg: 54.98 / Max: 67
FAHBench OpenBenchmarking.org Ns Per Day Per Watt, More Is Better FAHBench 2.3.2 GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 RTX 2080 RTX 2080 Ti TITAN RTX 0.3083 0.6166 0.9249 1.2332 1.5415 0.85 0.97 1.00 1.05 0.26 0.34 0.62 0.65 0.61 0.64 1.31 1.37 1.37
NAMD CUDA System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better NAMD CUDA 2.13 System Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 RTX 2080 RTX 2080 Ti TITAN RTX 70 140 210 280 350 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: 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: 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
NAMD CUDA GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better NAMD CUDA 2.13 GPU Temperature Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 RTX 2080 RTX 2080 Ti TITAN RTX 16 32 48 64 80 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: 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: 67 / Avg: 69.38 / Max: 72 Min: 61 / Avg: 64.29 / Max: 66 Min: 54 / Avg: 58.93 / Max: 64
OctaneBench System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OctaneBench 4.00 System Power Consumption Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 RTX 2080 RTX 2080 Ti TITAN RTX 60 120 180 240 300 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: 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: 77 / Avg: 230.22 / Max: 269.5 Min: 45.3 / Avg: 299.31 / Max: 329.8 Min: 46.6 / Avg: 315.28 / Max: 350
OctaneBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OctaneBench 4.00 GPU Temperature Monitor GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 RTX 2080 RTX 2080 Ti TITAN RTX 16 32 48 64 80 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: 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: 38 / Avg: 75.21 / Max: 83 Min: 34 / Avg: 68.08 / Max: 75 Min: 37 / Avg: 71.03 / Max: 77
OctaneBench Total Score OpenBenchmarking.org Score Per Watt, More Is Better OctaneBench 4.00 Total Score GTX 1060 GTX 1070 GTX 1080 GTX 1080 Ti GTX 680 GTX 780 Ti GTX 970 GTX 980 GTX 980 Ti GTX TITAN X GM200 RTX 2080 RTX 2080 Ti TITAN RTX 0.2295 0.459 0.6885 0.918 1.1475 0.80 0.90 0.92 0.94 0.20 0.43 0.63 0.66 0.67 0.66 0.96 1.01 1.02
Phoronix Test Suite v10.8.4