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&grr&rdt .
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 TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 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 TITAN RTX 24GB (1350/7000MHz) 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 TITAN X 12GB (1001/3505MHz) NVIDIA GeForce GTX 980 4GB (1126/3505MHz) NVIDIA GeForce GTX 1080 8GB (1607/5005MHz) NVIDIA GeForce GTX 780 Ti 3GB (875/3500MHz) NVIDIA GeForce GTX 1060 6GB (1506/4006MHz) Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz) NVIDIA GeForce GTX 1080 Ti 11GB (1480/5508MHz) NVIDIA GeForce GTX 1070 8GB (1506/4006MHz) NVIDIA GeForce GTX 680 2GB (1006/3004MHz) NVIDIA GeForce GTX 980 Ti 6GB (999/3505MHz) NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz) eVGA NVIDIA GeForce GTX 970 4GB (1163/3505MHz) 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 - TITAN RTX, GTX TITAN X GM200, GTX 980, GTX 1080, GTX 780 Ti, GTX 1060, RTX 2080, GTX 1080 Ti, GTX 1070, GTX 680, GTX 980 Ti, RTX 2080 Ti, GTX 970: --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 - TITAN RTX, GTX TITAN X GM200, GTX 980, GTX 1080, GTX 780 Ti, GTX 1060, RTX 2080, GTX 1080 Ti, GTX 1070, GTX 680, GTX 980 Ti, RTX 2080 Ti, GTX 970: Scaling Governor: intel_pstate performance OpenCL Details - TITAN RTX: GPU Compute Cores: 4608 - GTX TITAN X GM200: GPU Compute Cores: 3072 - GTX 980: GPU Compute Cores: 2048 - GTX 1080: GPU Compute Cores: 2560 - GTX 780 Ti: GPU Compute Cores: 2880 - GTX 1060: GPU Compute Cores: 1280 - RTX 2080: GPU Compute Cores: 2944 - GTX 1080 Ti: GPU Compute Cores: 3584 - GTX 1070: GPU Compute Cores: 1920 - GTX 680: GPU Compute Cores: 1536 - GTX 980 Ti: GPU Compute Cores: 2816 - RTX 2080 Ti: GPU Compute Cores: 4352 - GTX 970: GPU Compute Cores: 1664 Python Details - TITAN RTX, GTX TITAN X GM200, GTX 980, GTX 1080, GTX 780 Ti, GTX 1060, RTX 2080, GTX 1080 Ti, GTX 1070, GTX 680, GTX 980 Ti, RTX 2080 Ti, GTX 970: Python 2.7.15rc1 + Python 3.6.7 Security Details - TITAN RTX, GTX TITAN X GM200, GTX 980, GTX 1080, GTX 780 Ti, GTX 1060, RTX 2080, GTX 1080 Ti, GTX 1070, GTX 680, GTX 980 Ti, RTX 2080 Ti, GTX 970: __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 TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 NVIDIA TITAN RTX 6.42 321 30528 46377 9884 297 0.18773 4.98 4.26 1.61 0.73 15398 528 0.63 17324 460 3.75 152 10929 17288 4135 121 0.26866 13.48 9.03 3.11 1.36 1783 263 1.36 6557 222 3.01 111 8982 13220 3034 101 0.32651 20.13 11.80 3.95 3.06 1302 164 1.41 4714 159 4.29 148 8732 13833 3823 155 0.20889 22.26 6.54 2.72 1.12 2450 222 1.06 8570 293 2.72 109 7145 11533 2190 73.35 0.38476 26.45 15.06 5.30 3.46 963 263 3.29 4165 246 2.97 91.76 6964 12242 2657 102.90 0.31493 19.73 12.03 3.65 1.31 1295 147 1.41 4392 151 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 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 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 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 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 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 2.75 96.71 7983 11718 2723 90.44 0.35624 21.90 13.30 4.49 3.10 1138 143 1.54 4144 137 308.43 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 TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 2 4 6 8 10 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 6.42 3.75 3.01 4.29 2.72 2.97 5.95 5.18 3.77 1.68 3.53 6.65 2.75 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 TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 NVIDIA TITAN RTX 70 140 210 280 350 321.00 152.00 111.00 148.00 109.00 91.76 220.39 212.18 133.10 35.80 143.72 303.71 96.71 308.43
LuxMark OpenCL Device: GPU - Scene: Microphone OpenBenchmarking.org Score, More Is Better LuxMark 3.1 OpenCL Device: GPU - Scene: Microphone TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 NVIDIA TITAN RTX 7K 14K 21K 28K 35K SE +/- 39.86, N = 3 SE +/- 20.28, N = 3 SE +/- 40.54, N = 3 SE +/- 15.59, N = 3 SE +/- 30.33, N = 3 SE +/- 30.23, N = 3 SE +/- 12.67, N = 3 SE +/- 1.20, N = 3 SE +/- 5.33, N = 3 SE +/- 23.78, N = 3 SE +/- 18.48, N = 3 SE +/- 1.86, N = 3 SE +/- 55.63, N = 3 30528 10929 8982 8732 7145 6964 19855 13732 9980 3318 11105 28476 7983 29558
LuxMark OpenCL Device: GPU - Scene: Luxball HDR OpenBenchmarking.org Score, More Is Better LuxMark 3.1 OpenCL Device: GPU - Scene: Luxball HDR TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 NVIDIA TITAN RTX 10K 20K 30K 40K 50K SE +/- 231.35, N = 3 SE +/- 1.33, N = 3 SE +/- 3.61, N = 3 SE +/- 40.83, N = 3 SE +/- 51.10, N = 3 SE +/- 5.17, N = 3 SE +/- 11.86, N = 3 SE +/- 10.84, N = 3 SE +/- 2.00, N = 3 SE +/- 15.90, N = 3 SE +/- 15.76, N = 3 SE +/- 82.86, N = 3 SE +/- 10.84, N = 3 SE +/- 105.08, N = 3 46377 17288 13220 13833 11533 12242 29650 21685 17289 4825 16778 42314 11718 44164
LuxMark OpenCL Device: GPU - Scene: Hotel OpenBenchmarking.org Score, More Is Better LuxMark 3.1 OpenCL Device: GPU - Scene: Hotel TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 NVIDIA TITAN RTX 2K 4K 6K 8K 10K SE +/- 38.04, N = 3 SE +/- 31.83, N = 3 SE +/- 6.23, N = 3 SE +/- 18.33, N = 3 SE +/- 2.67, N = 3 SE +/- 8.41, N = 3 SE +/- 1.15, N = 3 SE +/- 6.01, N = 3 SE +/- 8.21, N = 3 SE +/- 4.00, N = 3 SE +/- 10.50, N = 3 SE +/- 15.93, N = 3 SE +/- 71.50, N = 2 9884 4135 3034 3823 2190 2657 6589 5581 3877 851 3879 9191 2723 9401
FAHBench OpenBenchmarking.org Ns Per Day, More Is Better FAHBench 2.3.2 TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 NVIDIA TITAN RTX 60 120 180 240 300 SE +/- 0.64, N = 3 SE +/- 0.08, N = 3 SE +/- 0.13, N = 3 SE +/- 0.15, N = 3 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 SE +/- 0.23, N = 3 SE +/- 0.16, N = 3 SE +/- 0.15, N = 3 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.29, N = 3 SE +/- 0.03, N = 3 SE +/- 0.86, N = 3 297.00 121.00 101.00 155.00 73.35 102.90 236.54 197.70 140.29 42.04 114.29 294.39 90.44 86.75
NAMD CUDA ATPase Simulation - 327,506 Atoms OpenBenchmarking.org days/ns, Fewer Is Better NAMD CUDA 2.13 ATPase Simulation - 327,506 Atoms TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 0.4556 0.9112 1.3668 1.8224 2.278 SE +/- 0.00154, N = 3 SE +/- 0.00310, N = 3 SE +/- 0.00050, N = 3 SE +/- 0.00033, N = 3 SE +/- 0.00335, N = 3 SE +/- 0.00245, N = 3 SE +/- 0.00151, N = 3 SE +/- 0.00185, N = 3 SE +/- 0.00143, N = 3 SE +/- 0.00740, N = 3 SE +/- 0.00149, N = 3 SE +/- 0.00093, N = 3 SE +/- 0.00115, N = 3 0.18773 0.26866 0.32651 0.20889 0.38476 0.31493 0.19173 0.19974 0.24283 2.02480 0.28380 0.18848 0.35624
Parboil Test: OpenCL LBM OpenBenchmarking.org Seconds, Fewer Is Better Parboil 2.5 Test: OpenCL LBM TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 20 40 60 80 100 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.05, 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 +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 4.98 13.48 20.13 22.26 26.45 19.73 7.27 14.16 14.90 80.32 14.05 5.43 21.90 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 TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 5 10 15 20 25 SE +/- 0.07, N = 3 SE +/- 0.16, N = 3 SE +/- 0.02, N = 3 SE +/- 0.07, N = 3 SE +/- 0.07, N = 3 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.07, N = 3 SE +/- 0.05, N = 3 SE +/- 0.06, N = 3 4.26 9.03 11.80 6.54 15.06 12.03 6.17 4.97 8.30 22.60 10.22 4.45 13.30 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 TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 2 4 6 8 10 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, 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 +/- 0.01, N = 3 1.61 3.11 3.95 2.72 5.30 3.65 1.88 2.27 2.87 7.32 3.27 1.62 4.49
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 TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 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 0.73 1.36 3.06 1.12 3.46 1.31 0.80 1.02 1.10 3.19 1.52 0.73 3.10
clpeak OpenCL Test: Integer Compute INT OpenBenchmarking.org GIOPS, More Is Better clpeak OpenCL Test: Integer Compute INT TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 3K 6K 9K 12K 15K SE +/- 1168.75, N = 3 SE +/- 23.76, N = 3 SE +/- 6.22, N = 3 SE +/- 11.35, N = 3 SE +/- 16.34, N = 3 SE +/- 2.40, N = 3 SE +/- 652.84, N = 3 SE +/- 18.09, N = 3 SE +/- 18.17, N = 3 SE +/- 1.19, N = 3 SE +/- 21.99, N = 3 SE +/- 697.03, N = 3 SE +/- 18.00, N = 3 15398 1783 1302 2450 963 1295 10199 3366 1684 558 1616 14840 1138
clpeak OpenCL Test: Global Memory Bandwidth OpenBenchmarking.org GBPS, More Is Better clpeak OpenCL Test: Global Memory Bandwidth TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 110 220 330 440 550 SE +/- 1.05, N = 3 SE +/- 0.26, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.13, N = 3 SE +/- 0.06, N = 3 SE +/- 0.23, N = 3 SE +/- 0.70, N = 3 SE +/- 0.02, N = 3 SE +/- 0.11, N = 3 SE +/- 0.01, N = 3 SE +/- 0.74, N = 3 SE +/- 0.01, N = 3 528 263 164 222 263 147 368 329 196 141 264 505 143
Parboil Test: OpenCL TPACF OpenBenchmarking.org Seconds, Fewer Is Better Parboil 2.5 Test: OpenCL TPACF TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 1.0283 2.0566 3.0849 4.1132 5.1415 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.20, N = 3 SE +/- 0.04, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.09, N = 3 0.63 1.36 1.41 1.06 3.29 1.41 0.88 0.77 1.08 4.57 1.39 0.64 1.54 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 TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 4K 8K 12K 16K 20K SE +/- 8.55, N = 3 SE +/- 6.28, N = 3 SE +/- 4.70, N = 3 SE +/- 9.71, N = 3 SE +/- 3.73, N = 3 SE +/- 0.64, N = 3 SE +/- 1.47, N = 3 SE +/- 548.77, N = 3 SE +/- 48.40, N = 3 SE +/- 1.39, N = 3 SE +/- 1.73, N = 3 SE +/- 21.81, N = 3 SE +/- 0.45, N = 3 17324 6557 4714 8570 4165 4392 11029 11605 6410 2535 5860 16175 4144 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 TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 100 200 300 400 500 SE +/- 8.49, N = 3 SE +/- 0.20, N = 3 SE +/- 0.54, N = 3 SE +/- 1.76, N = 3 SE +/- 0.28, N = 3 SE +/- 0.36, N = 3 SE +/- 2.01, N = 3 SE +/- 19.15, N = 3 SE +/- 0.29, N = 3 SE +/- 0.11, N = 3 SE +/- 0.11, N = 3 SE +/- 0.06, N = 3 SE +/- 0.60, N = 3 460 222 159 293 246 151 292 400 223 140 197 434 137 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 TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 70 140 210 280 350 Min: 45.6 / Avg: 254.52 / Max: 364.2 Min: 50.9 / Avg: 233.27 / Max: 381.9 Min: 46.3 / Avg: 185.06 / Max: 322.4 Min: 41 / Avg: 172.69 / Max: 317.8 Min: 48.8 / Avg: 259.55 / Max: 403 Min: 39.8 / Avg: 138.9 / Max: 260.2 Min: 43.9 / Avg: 216.88 / Max: 339.3 Min: 47.7 / Avg: 225.64 / Max: 372.1 Min: 41.6 / Avg: 170.61 / Max: 279.3 Min: 50.3 / Avg: 203.09 / Max: 273.6 Min: 48.1 / Avg: 227.73 / Max: 361.6 Min: 45 / Avg: 279.87 / Max: 376 Min: 46.7 / Avg: 179.09 / Max: 308.2
GPU Temperature Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Celsius GPU Temperature Monitor Phoronix Test Suite System Monitoring TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 16 32 48 64 80 Min: 35 / Avg: 64.14 / Max: 79 Min: 41 / Avg: 75.99 / Max: 84 Min: 35 / Avg: 71.02 / Max: 81 Min: 33 / Avg: 64.13 / Max: 75 Min: 41 / Avg: 74.8 / Max: 83 Min: 35 / Avg: 58.54 / Max: 68 Min: 36 / Avg: 72.15 / Max: 83 Min: 37 / Avg: 69.67 / Max: 82 Min: 32 / Avg: 65.36 / Max: 75 Min: 39 / Avg: 74.35 / Max: 80 Min: 35 / Avg: 76 / Max: 83 Min: 34 / Avg: 67.03 / Max: 77 Min: 31 / Avg: 54.51 / Max: 63
GROMACS System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better GROMACS 2018.3 System Power Consumption Monitor TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 70 140 210 280 350 Min: 52 / Avg: 315.63 / Max: 367.3 Min: 54.9 / Avg: 305.56 / Max: 321.8 Min: 64.6 / Avg: 246.99 / Max: 257.2 Min: 45.9 / Avg: 247.86 / Max: 260.3 Min: 51.7 / Avg: 328.69 / Max: 347.1 Min: 41.1 / Avg: 191.64 / Max: 197.1 Min: 48.7 / Avg: 283.1 / Max: 311.1 Min: 52.1 / Avg: 297.55 / Max: 322.1 Min: 44.4 / Avg: 221.47 / Max: 231.7 Min: 54.7 / Avg: 235.38 / Max: 241.1 Min: 50.7 / Avg: 284.77 / Max: 299.4 Min: 50.7 / Avg: 316.38 / Max: 366.5 Min: 56.5 / Avg: 229.2 / Max: 236
GROMACS GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better GROMACS 2018.3 GPU Temperature Monitor TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 16 32 48 64 80 Min: 34 / Avg: 59.53 / Max: 68 Min: 68 / Avg: 81.08 / Max: 83 Min: 65 / Avg: 78.37 / Max: 81 Min: 64 / Avg: 72.7 / Max: 75 Min: 68 / Avg: 81.06 / Max: 83 Min: 55 / Avg: 66.01 / Max: 68 Min: 67 / Avg: 76.94 / Max: 80 Min: 67 / Avg: 75.12 / Max: 78 Min: 63 / Avg: 70.08 / Max: 72 Min: 63 / Avg: 78.24 / Max: 80 Min: 68 / Avg: 80.28 / Max: 82 Min: 63 / Avg: 67.33 / Max: 69 Min: 46 / Avg: 61.09 / Max: 63
GROMACS Water Benchmark OpenBenchmarking.org Ns Per Day Per Watt, More Is Better GROMACS 2018.3 Water Benchmark TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 0.0045 0.009 0.0135 0.018 0.0225 0.02 0.01 0.01 0.02 0.01 0.02 0.02 0.02 0.02 0.01 0.01 0.02 0.01
LuxMark System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxMark 3.1 System Power Consumption Monitor TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 60 120 180 240 300 Min: 51.9 / Avg: 348.23 / Max: 358 Min: 54.9 / Avg: 274.3 / Max: 283.5 Min: 48.3 / Avg: 210.38 / Max: 218.6 Min: 41.3 / Avg: 198.56 / Max: 204.2 Min: 62 / Avg: 278.61 / Max: 295.9 Min: 44.6 / Avg: 152.45 / Max: 155.7 Min: 48.7 / Avg: 259.96 / Max: 273.4 Min: 52.6 / Avg: 276.43 / Max: 282.9 Min: 86.5 / Avg: 194.45 / Max: 198.9 Min: 53.1 / Avg: 203.67 / Max: 217.6 Min: 52.3 / Avg: 252.9 / Max: 262.4 Min: 57.5 / Avg: 333.06 / Max: 343.7 Min: 103.6 / Avg: 196.12 / Max: 199.4
LuxMark GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxMark 3.1 GPU Temperature Monitor TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 16 32 48 64 80 Min: 64 / Avg: 76.92 / Max: 79 Min: 71 / Avg: 82.06 / Max: 84 Min: 66 / Avg: 78.75 / Max: 80 Min: 59 / Avg: 71.85 / Max: 74 Min: 68 / Avg: 80.15 / Max: 82 Min: 52 / Avg: 65.01 / Max: 67 Min: 67 / Avg: 81.22 / Max: 83 Min: 64 / Avg: 79.57 / Max: 82 Min: 60 / Avg: 72.99 / Max: 75 Min: 65 / Avg: 76.97 / Max: 78 Min: 70 / Avg: 80.85 / Max: 83 Min: 69 / Avg: 75.27 / Max: 77 Min: 44 / Avg: 59.56 / Max: 61
LuxMark OpenCL Device: GPU - Scene: Hotel OpenBenchmarking.org Score Per Watt, More Is Better LuxMark 3.1 OpenCL Device: GPU - Scene: Hotel TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 7 14 21 28 35 28.38 15.07 14.42 19.25 7.86 17.43 25.35 20.19 19.94 4.18 15.34 27.60 13.88
LuxMark System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxMark 3.1 System Power Consumption Monitor TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 60 120 180 240 300 Min: 134 / Avg: 337.53 / Max: 344.3 Min: 55 / Avg: 242.7 / Max: 250.6 Min: 48.2 / Avg: 189.64 / Max: 194.3 Min: 43.1 / Avg: 168.45 / Max: 171.2 Min: 50.6 / Avg: 260.76 / Max: 277 Min: 41 / Avg: 134.5 / Max: 137.4 Min: 89.2 / Avg: 242.23 / Max: 250.6 Min: 136.6 / Avg: 234.43 / Max: 239.4 Min: 42.1 / Avg: 166.89 / Max: 170.5 Min: 53.7 / Avg: 199.93 / Max: 208.6 Min: 141.3 / Avg: 233.13 / Max: 237.6 Min: 52.6 / Avg: 320.82 / Max: 326.8 Min: 47.6 / Avg: 175.01 / Max: 177.8
LuxMark GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxMark 3.1 GPU Temperature Monitor TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 16 32 48 64 80 Min: 65 / Avg: 75.76 / Max: 77 Min: 70 / Avg: 80.18 / Max: 82 Min: 66 / Avg: 75.1 / Max: 77 Min: 60 / Avg: 65.1 / Max: 66 Min: 69 / Avg: 77.45 / Max: 79 Min: 55 / Avg: 59.7 / Max: 61 Min: 68 / Avg: 78.74 / Max: 80 Min: 65 / Avg: 72.74 / Max: 74 Min: 61 / Avg: 67.15 / Max: 68 Min: 70 / Avg: 76.4 / Max: 77 Min: 70 / Avg: 78.82 / Max: 81 Min: 63 / Avg: 73.96 / Max: 75 Min: 48 / Avg: 54.41 / Max: 56
LuxMark OpenCL Device: GPU - Scene: Microphone OpenBenchmarking.org Score Per Watt, More Is Better LuxMark 3.1 OpenCL Device: GPU - Scene: Microphone TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 20 40 60 80 100 90.44 45.03 47.36 51.84 27.40 51.78 81.97 58.58 59.80 16.60 47.63 88.76 45.62
LuxMark System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxMark 3.1 System Power Consumption Monitor TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 60 120 180 240 300 Min: 184.5 / Avg: 338.75 / Max: 347.9 Min: 54.6 / Avg: 250.3 / Max: 257.9 Min: 48.3 / Avg: 191.15 / Max: 198.1 Min: 43.5 / Avg: 173.25 / Max: 177.2 Min: 50.5 / Avg: 273.99 / Max: 288.7 Min: 40.9 / Avg: 141.45 / Max: 144.9 Min: 49.4 / Avg: 243.13 / Max: 253.5 Min: 47.7 / Avg: 239.62 / Max: 245.3 Min: 44.3 / Avg: 174.82 / Max: 179.8 Min: 54.7 / Avg: 202.18 / Max: 205.4 Min: 53.1 / Avg: 229.94 / Max: 237.8 Min: 181.3 / Avg: 321.85 / Max: 333.1 Min: 47.3 / Avg: 175.22 / Max: 178.9
LuxMark GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxMark 3.1 GPU Temperature Monitor TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 16 32 48 64 80 Min: 57 / Avg: 74.29 / Max: 77 Min: 68 / Avg: 80.35 / Max: 83 Min: 61 / Avg: 74.29 / Max: 77 Min: 59 / Avg: 65.98 / Max: 68 Min: 66 / Avg: 78.93 / Max: 81 Min: 52 / Avg: 61.07 / Max: 63 Min: 64 / Avg: 78.64 / Max: 81 Min: 65 / Avg: 73.06 / Max: 75 Min: 61 / Avg: 68.03 / Max: 70 Min: 63 / Avg: 76.31 / Max: 77 Min: 68 / Avg: 78.61 / Max: 80 Min: 57 / Avg: 72.82 / Max: 75 Min: 42 / Avg: 54.27 / Max: 56
LuxMark OpenCL Device: GPU - Scene: Luxball HDR OpenBenchmarking.org Score Per Watt, More Is Better LuxMark 3.1 OpenCL Device: GPU - Scene: Luxball HDR TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 30 60 90 120 150 136.91 69.07 69.16 79.84 42.09 86.54 121.95 90.50 98.90 23.87 72.97 131.47 66.87
FAHBench System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better FAHBench 2.3.2 System Power Consumption Monitor TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 60 120 180 240 300 Min: 71.5 / Avg: 216.97 / Max: 307.4 Min: 79.2 / Avg: 188.72 / Max: 251.2 Min: 71.8 / Avg: 154.93 / Max: 207.1 Min: 42.2 / Avg: 154.69 / Max: 203.6 Min: 74.2 / Avg: 213.5 / Max: 287.5 Min: 40.5 / Avg: 120.84 / Max: 154.8 Min: 44.3 / Avg: 180.63 / Max: 260.2 Min: 48.4 / Avg: 187.72 / Max: 258.3 Min: 70.3 / Avg: 144.57 / Max: 189.2 Min: 85.3 / Avg: 161.55 / Max: 208.9 Min: 77.5 / Avg: 186.46 / Max: 236.1 Min: 48.3 / Avg: 215.05 / Max: 315.1 Min: 71.9 / Avg: 147.03 / Max: 186.3
FAHBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better FAHBench 2.3.2 GPU Temperature Monitor TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 15 30 45 60 75 Min: 40 / Avg: 54.98 / Max: 67 Min: 58 / Avg: 69.48 / Max: 79 Min: 53 / Avg: 63.19 / Max: 72 Min: 47 / Avg: 58.51 / Max: 67 Min: 55 / Avg: 66.7 / Max: 76 Min: 41 / Avg: 51.72 / Max: 61 Min: 48 / Avg: 64 / Max: 76 Min: 50 / Avg: 61.9 / Max: 72 Min: 48 / Avg: 58.17 / Max: 67 Min: 58 / Avg: 68.78 / Max: 76 Min: 59 / Avg: 69.03 / Max: 77 Min: 44 / Avg: 56.67 / Max: 67 Min: 36 / Avg: 47.03 / Max: 55
FAHBench OpenBenchmarking.org Ns Per Day Per Watt, More Is Better FAHBench 2.3.2 TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 0.3083 0.6166 0.9249 1.2332 1.5415 1.37 0.64 0.65 1.00 0.34 0.85 1.31 1.05 0.97 0.26 0.61 1.37 0.62
NAMD CUDA System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better NAMD CUDA 2.13 System Power Consumption Monitor TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 70 140 210 280 350 Min: 52.4 / Avg: 209.26 / Max: 364.2 Min: 52.6 / Avg: 316.4 / Max: 381.9 Min: 48.1 / Avg: 265.81 / Max: 321.7 Min: 43.3 / Avg: 235.74 / Max: 317.8 Min: 51.9 / Avg: 330.2 / Max: 403 Min: 41.6 / Avg: 209.4 / Max: 260.2 Min: 48.5 / Avg: 263.5 / Max: 339.3 Min: 53.4 / Avg: 280.69 / Max: 372.1 Min: 169.7 / Avg: 243.01 / Max: 279.3 Min: 51.5 / Avg: 264.88 / Max: 273.6 Min: 52.5 / Avg: 302.56 / Max: 361.6 Min: 50.7 / Avg: 249.46 / Max: 376 Min: 47.7 / Avg: 247.44 / Max: 308.2
NAMD CUDA GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better NAMD CUDA 2.13 GPU Temperature Monitor TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 16 32 48 64 80 Min: 54 / Avg: 58.93 / Max: 64 Min: 69 / Avg: 76.22 / Max: 82 Min: 65 / Avg: 74.6 / Max: 78 Min: 61 / Avg: 65.14 / Max: 68 Min: 69 / Avg: 75.17 / Max: 80 Min: 51 / Avg: 59.4 / Max: 64 Min: 67 / Avg: 69.38 / Max: 72 Min: 65 / Avg: 68.86 / Max: 72 Min: 60 / Avg: 64 / Max: 67 Min: 65 / Avg: 74.48 / Max: 76 Min: 69 / Avg: 74.67 / Max: 79 Min: 61 / Avg: 64.29 / Max: 66 Min: 44 / Avg: 55.64 / Max: 62
OctaneBench System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OctaneBench 4.00 System Power Consumption Monitor TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 60 120 180 240 300 Min: 46.6 / Avg: 315.28 / Max: 350 Min: 54 / Avg: 230.17 / Max: 258.6 Min: 47.5 / Avg: 168.73 / Max: 191.8 Min: 41.9 / Avg: 161.36 / Max: 183 Min: 51.7 / Avg: 254.01 / Max: 275.1 Min: 40 / Avg: 115.29 / Max: 177 Min: 77 / Avg: 230.22 / Max: 269.5 Min: 64 / Avg: 226.55 / Max: 252.1 Min: 41.6 / Avg: 148.64 / Max: 170 Min: 52.5 / Avg: 182.48 / Max: 212.3 Min: 51.2 / Avg: 214.75 / Max: 243.1 Min: 45.3 / Avg: 299.31 / Max: 329.8 Min: 46.7 / Avg: 153.05 / Max: 214.5
OctaneBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OctaneBench 4.00 GPU Temperature Monitor TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 16 32 48 64 80 Min: 37 / Avg: 71.03 / Max: 77 Min: 49 / Avg: 78.6 / Max: 83 Min: 42 / Avg: 70.42 / Max: 78 Min: 40 / Avg: 64.51 / Max: 70 Min: 50 / Avg: 77.49 / Max: 81 Min: 37 / Avg: 56.47 / Max: 60 Min: 38 / Avg: 75.21 / Max: 83 Min: 45 / Avg: 71.21 / Max: 76 Min: 38 / Avg: 62.99 / Max: 69 Min: 46 / Avg: 73.49 / Max: 77 Min: 46 / Avg: 76.56 / Max: 81 Min: 34 / Avg: 68.08 / Max: 75 Min: 34 / Avg: 53.66 / Max: 58
OctaneBench Total Score OpenBenchmarking.org Score Per Watt, More Is Better OctaneBench 4.00 Total Score TITAN RTX GTX TITAN X GM200 GTX 980 GTX 1080 GTX 780 Ti GTX 1060 RTX 2080 GTX 1080 Ti GTX 1070 GTX 680 GTX 980 Ti RTX 2080 Ti GTX 970 0.2295 0.459 0.6885 0.918 1.1475 1.02 0.66 0.66 0.92 0.43 0.80 0.96 0.94 0.90 0.20 0.67 1.01 0.63
Phoronix Test Suite v10.8.4