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&sor .
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 darktable: Boat - OpenCL darktable: Server Room - OpenCL octanebench: Total Score namd-cuda: ATPase Simulation - 327,506 Atoms parboil: OpenCL TPACF parboil: OpenCL LBM rodinia: OpenCL Particle Filter mixbench: Single Precision mixbench: Double Precision clpeak: Global Memory Bandwidth clpeak: Integer Compute INT fahbench: luxmark: GPU - Luxball HDR luxmark: GPU - Microphone luxmark: GPU - Hotel gromacs-gpu: Water Benchmark 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 7.32 3.19 35.80 2.02480 4.57 80.32 22.60 2535 140 141 558 42.04 4825 3318 851 1.68 5.30 3.46 109 0.38476 3.29 26.45 15.06 4165 246 263 963 73.35 11533 7145 2190 2.72 4.49 3.10 96.71 0.35624 1.54 21.90 13.30 4144 137 143 1138 90.44 11718 7983 2723 2.75 3.95 3.06 111 0.32651 1.41 20.13 11.80 4714 159 164 1302 101 13220 8982 3034 3.01 3.27 1.52 143.72 0.28380 1.39 14.05 10.22 5860 197 264 1616 114.29 16778 11105 3879 3.53 3.11 1.36 152 0.26866 1.36 13.48 9.03 6557 222 263 1783 121 17288 10929 4135 3.75 3.65 1.31 91.76 0.31493 1.41 19.73 12.03 4392 151 147 1295 102.90 12242 6964 2657 2.97 2.87 1.10 133.10 0.24283 1.08 14.90 8.30 6410 223 196 1684 140.29 17289 9980 3877 3.77 2.72 1.12 148 0.20889 1.06 22.26 6.54 8570 293 222 2450 155 13833 8732 3823 4.29 2.27 1.02 212.18 0.19974 0.77 14.16 4.97 11605 400 329 3366 197.70 21685 13732 5581 5.18 1.88 0.80 220.39 0.19173 0.88 7.27 6.17 11029 292 368 10199 236.54 29650 19855 6589 5.95 1.62 0.73 303.71 0.18848 0.64 5.43 4.45 16175 434 505 14840 294.39 42314 28476 9191 6.65 1.61 0.73 321 0.18773 0.63 4.98 4.26 17324 460 528 15398 297 46377 30528 9884 6.42 308.43 86.75 44164 29558 9401 0.40 0.47 OpenBenchmarking.org
Darktable Test: Boat - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 2.4.2 Test: Boat - Acceleration: OpenCL TITAN RTX RTX 2080 Ti RTX 2080 GTX 1080 Ti GTX 1080 GTX 1070 GTX TITAN X GM200 GTX 980 Ti GTX 1060 GTX 980 GTX 970 GTX 780 Ti GTX 680 2 4 6 8 10 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 1.61 1.62 1.88 2.27 2.72 2.87 3.11 3.27 3.65 3.95 4.49 5.30 7.32
Darktable Test: Server Room - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 2.4.2 Test: Server Room - Acceleration: OpenCL RTX 2080 Ti TITAN RTX RTX 2080 GTX 1080 Ti GTX 1070 GTX 1080 GTX 1060 GTX TITAN X GM200 GTX 980 Ti GTX 980 GTX 970 GTX 680 GTX 780 Ti 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 0.73 0.80 1.02 1.10 1.12 1.31 1.36 1.52 3.06 3.10 3.19 3.46
OctaneBench Total Score OpenBenchmarking.org Score, More Is Better OctaneBench 4.00 Total Score TITAN RTX NVIDIA TITAN RTX RTX 2080 Ti RTX 2080 GTX 1080 Ti GTX TITAN X GM200 GTX 1080 GTX 980 Ti GTX 1070 GTX 980 GTX 780 Ti GTX 970 GTX 1060 GTX 680 70 140 210 280 350 321.00 308.43 303.71 220.39 212.18 152.00 148.00 143.72 133.10 111.00 109.00 96.71 91.76 35.80
OctaneBench Total Score OpenBenchmarking.org Score Per Watt, More Is Better OctaneBench 4.00 Total Score TITAN RTX RTX 2080 Ti RTX 2080 GTX 1080 Ti GTX 1080 GTX 1070 GTX 1060 GTX 980 Ti GTX TITAN X GM200 GTX 980 GTX 970 GTX 780 Ti GTX 680 0.2295 0.459 0.6885 0.918 1.1475 1.02 1.01 0.96 0.94 0.92 0.90 0.80 0.67 0.66 0.66 0.63 0.43 0.20
OctaneBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OctaneBench 4.00 GPU Temperature Monitor GTX 970 GTX 1060 GTX 1070 GTX 1080 RTX 2080 Ti GTX 980 TITAN RTX GTX 1080 Ti GTX 680 RTX 2080 GTX 980 Ti GTX 780 Ti GTX TITAN X GM200 16 32 48 64 80 Min: 34 / Avg: 53.66 / Max: 58 Min: 37 / Avg: 56.47 / Max: 60 Min: 38 / Avg: 62.99 / Max: 69 Min: 40 / Avg: 64.51 / Max: 70 Min: 34 / Avg: 68.08 / Max: 75 Min: 42 / Avg: 70.42 / Max: 78 Min: 37 / Avg: 71.03 / Max: 77 Min: 45 / Avg: 71.21 / Max: 76 Min: 46 / Avg: 73.49 / Max: 77 Min: 38 / Avg: 75.21 / Max: 83 Min: 46 / Avg: 76.56 / Max: 81 Min: 50 / Avg: 77.49 / Max: 81 Min: 49 / Avg: 78.6 / Max: 83
OctaneBench System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OctaneBench 4.00 System Power Consumption Monitor GTX 1060 GTX 1070 GTX 970 GTX 1080 GTX 980 GTX 680 GTX 980 Ti GTX 1080 Ti GTX TITAN X GM200 RTX 2080 GTX 780 Ti 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: 46.7 / Avg: 153.05 / Max: 214.5 Min: 41.9 / Avg: 161.36 / Max: 183 Min: 47.5 / Avg: 168.73 / Max: 191.8 Min: 52.5 / Avg: 182.48 / Max: 212.3 Min: 51.2 / Avg: 214.75 / Max: 243.1 Min: 64 / Avg: 226.55 / Max: 252.1 Min: 54 / Avg: 230.17 / Max: 258.6 Min: 77 / Avg: 230.22 / Max: 269.5 Min: 51.7 / Avg: 254.01 / Max: 275.1 Min: 45.3 / Avg: 299.31 / Max: 329.8 Min: 46.6 / Avg: 315.28 / Max: 350
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 RTX 2080 Ti RTX 2080 GTX 1080 Ti GTX 1080 GTX 1070 GTX TITAN X GM200 GTX 980 Ti GTX 1060 GTX 980 GTX 970 GTX 780 Ti GTX 680 0.4556 0.9112 1.3668 1.8224 2.278 SE +/- 0.00154, N = 3 SE +/- 0.00093, N = 3 SE +/- 0.00151, N = 3 SE +/- 0.00185, N = 3 SE +/- 0.00033, N = 3 SE +/- 0.00143, N = 3 SE +/- 0.00310, N = 3 SE +/- 0.00149, N = 3 SE +/- 0.00245, N = 3 SE +/- 0.00050, N = 3 SE +/- 0.00115, N = 3 SE +/- 0.00335, N = 3 SE +/- 0.00740, N = 3 0.18773 0.18848 0.19173 0.19974 0.20889 0.24283 0.26866 0.28380 0.31493 0.32651 0.35624 0.38476 2.02480
NAMD CUDA GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better NAMD CUDA 2.13 GPU Temperature Monitor GTX 970 TITAN RTX GTX 1060 GTX 1070 RTX 2080 Ti GTX 1080 GTX 1080 Ti RTX 2080 GTX 680 GTX 980 GTX 980 Ti GTX 780 Ti GTX TITAN X GM200 16 32 48 64 80 Min: 44 / Avg: 55.64 / Max: 62 Min: 54 / Avg: 58.93 / Max: 64 Min: 51 / Avg: 59.4 / Max: 64 Min: 60 / Avg: 64 / Max: 67 Min: 61 / Avg: 64.29 / Max: 66 Min: 61 / Avg: 65.14 / Max: 68 Min: 65 / Avg: 68.86 / Max: 72 Min: 67 / Avg: 69.38 / Max: 72 Min: 65 / Avg: 74.48 / Max: 76 Min: 65 / Avg: 74.6 / Max: 78 Min: 69 / Avg: 74.67 / Max: 79 Min: 69 / Avg: 75.17 / Max: 80 Min: 69 / Avg: 76.22 / Max: 82
NAMD CUDA System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better NAMD CUDA 2.13 System Power Consumption Monitor TITAN RTX GTX 1060 GTX 1080 GTX 1070 GTX 970 RTX 2080 Ti RTX 2080 GTX 680 GTX 980 GTX 1080 Ti GTX 980 Ti GTX TITAN X GM200 GTX 780 Ti 70 140 210 280 350 Min: 52.4 / Avg: 209.26 / Max: 364.2 Min: 41.6 / Avg: 209.4 / Max: 260.2 Min: 43.3 / Avg: 235.74 / Max: 317.8 Min: 169.7 / Avg: 243.01 / Max: 279.3 Min: 47.7 / Avg: 247.44 / Max: 308.2 Min: 50.7 / Avg: 249.46 / Max: 376 Min: 48.5 / Avg: 263.5 / Max: 339.3 Min: 51.5 / Avg: 264.88 / Max: 273.6 Min: 48.1 / Avg: 265.81 / Max: 321.7 Min: 53.4 / Avg: 280.69 / Max: 372.1 Min: 52.5 / Avg: 302.56 / Max: 361.6 Min: 52.6 / Avg: 316.4 / Max: 381.9 Min: 51.9 / Avg: 330.2 / Max: 403
Parboil Test: OpenCL TPACF OpenBenchmarking.org Seconds, Fewer Is Better Parboil 2.5 Test: OpenCL TPACF TITAN RTX RTX 2080 Ti GTX 1080 Ti RTX 2080 GTX 1080 GTX 1070 GTX TITAN X GM200 GTX 980 Ti GTX 980 GTX 1060 GTX 970 GTX 780 Ti GTX 680 1.0283 2.0566 3.0849 4.1132 5.1415 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 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.09, N = 3 SE +/- 0.20, N = 3 SE +/- 0.03, N = 3 0.63 0.64 0.77 0.88 1.06 1.08 1.36 1.39 1.41 1.41 1.54 3.29 4.57 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 TITAN RTX RTX 2080 Ti RTX 2080 GTX TITAN X GM200 GTX 980 Ti GTX 1080 Ti GTX 1070 GTX 1060 GTX 980 GTX 970 GTX 1080 GTX 780 Ti GTX 680 20 40 60 80 100 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.05, N = 3 SE +/- 0.02, N = 3 4.98 5.43 7.27 13.48 14.05 14.16 14.90 19.73 20.13 21.90 22.26 26.45 80.32 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 RTX 2080 Ti GTX 1080 Ti RTX 2080 GTX 1080 GTX 1070 GTX TITAN X GM200 GTX 980 Ti GTX 980 GTX 1060 GTX 970 GTX 780 Ti GTX 680 5 10 15 20 25 SE +/- 0.07, N = 3 SE +/- 0.05, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.07, N = 3 SE +/- 0.01, N = 3 SE +/- 0.16, N = 3 SE +/- 0.07, N = 3 SE +/- 0.02, N = 3 SE +/- 0.05, N = 3 SE +/- 0.06, N = 3 SE +/- 0.07, N = 3 SE +/- 0.01, N = 3 4.26 4.45 4.97 6.17 6.54 8.30 9.03 10.22 11.80 12.03 13.30 15.06 22.60 1. (CXX) g++ options: -O2 -lOpenCL
Mixbench Benchmark: Single Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2016-06-06 Benchmark: Single Precision TITAN RTX RTX 2080 Ti GTX 1080 Ti RTX 2080 GTX 1080 GTX TITAN X GM200 GTX 1070 GTX 980 Ti GTX 980 GTX 1060 GTX 780 Ti GTX 970 GTX 680 4K 8K 12K 16K 20K SE +/- 8.55, N = 3 SE +/- 21.81, N = 3 SE +/- 548.77, N = 3 SE +/- 1.47, N = 3 SE +/- 9.71, N = 3 SE +/- 6.28, N = 3 SE +/- 48.40, N = 3 SE +/- 1.73, N = 3 SE +/- 4.70, N = 3 SE +/- 0.64, N = 3 SE +/- 3.73, N = 3 SE +/- 0.45, N = 3 SE +/- 1.39, N = 3 17324 16175 11605 11029 8570 6557 6410 5860 4714 4392 4165 4144 2535 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 RTX 2080 Ti GTX 1080 Ti GTX 1080 RTX 2080 GTX 780 Ti GTX 1070 GTX TITAN X GM200 GTX 980 Ti GTX 980 GTX 1060 GTX 680 GTX 970 100 200 300 400 500 SE +/- 8.49, N = 3 SE +/- 0.06, N = 3 SE +/- 19.15, N = 3 SE +/- 1.76, N = 3 SE +/- 2.01, N = 3 SE +/- 0.28, N = 3 SE +/- 0.29, N = 3 SE +/- 0.20, N = 3 SE +/- 0.11, N = 3 SE +/- 0.54, N = 3 SE +/- 0.36, N = 3 SE +/- 0.11, N = 3 SE +/- 0.60, N = 3 460 434 400 293 292 246 223 222 197 159 151 140 137 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
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 GTX 1080 Ti GTX 980 Ti GTX TITAN X GM200 GTX 780 Ti GTX 1080 GTX 1070 GTX 980 GTX 1060 GTX 970 GTX 680 110 220 330 440 550 SE +/- 1.05, N = 3 SE +/- 0.74, N = 3 SE +/- 0.23, N = 3 SE +/- 0.70, N = 3 SE +/- 0.01, N = 3 SE +/- 0.26, N = 3 SE +/- 0.13, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.06, N = 3 SE +/- 0.01, N = 3 SE +/- 0.11, N = 3 528 505 368 329 264 263 263 222 196 164 147 143 141
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 GTX 1080 Ti GTX 1080 GTX TITAN X GM200 GTX 1070 GTX 980 Ti GTX 980 GTX 1060 GTX 970 GTX 780 Ti GTX 680 3K 6K 9K 12K 15K SE +/- 1168.75, N = 3 SE +/- 697.03, N = 3 SE +/- 652.84, N = 3 SE +/- 18.09, N = 3 SE +/- 11.35, N = 3 SE +/- 23.76, N = 3 SE +/- 18.17, N = 3 SE +/- 21.99, N = 3 SE +/- 6.22, N = 3 SE +/- 2.40, N = 3 SE +/- 18.00, N = 3 SE +/- 16.34, N = 3 SE +/- 1.19, N = 3 15398 14840 10199 3366 2450 1783 1684 1616 1302 1295 1138 963 558
FAHBench OpenBenchmarking.org Ns Per Day, More Is Better FAHBench 2.3.2 TITAN RTX RTX 2080 Ti RTX 2080 GTX 1080 Ti GTX 1080 GTX 1070 GTX TITAN X GM200 GTX 980 Ti GTX 1060 GTX 980 GTX 970 NVIDIA TITAN RTX GTX 780 Ti GTX 680 60 120 180 240 300 SE +/- 0.64, N = 3 SE +/- 0.29, N = 3 SE +/- 0.23, N = 3 SE +/- 0.16, N = 3 SE +/- 0.15, N = 3 SE +/- 0.15, N = 3 SE +/- 0.08, N = 3 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 SE +/- 0.13, N = 3 SE +/- 0.03, N = 3 SE +/- 0.86, N = 3 SE +/- 0.02, N = 3 SE +/- 0.05, N = 3 297.00 294.39 236.54 197.70 155.00 140.29 121.00 114.29 102.90 101.00 90.44 86.75 73.35 42.04
FAHBench OpenBenchmarking.org Ns Per Day Per Watt, More Is Better FAHBench 2.3.2 TITAN RTX RTX 2080 Ti RTX 2080 GTX 1080 Ti GTX 1080 GTX 1070 GTX 1060 GTX 980 GTX TITAN X GM200 GTX 970 GTX 980 Ti GTX 780 Ti GTX 680 0.3083 0.6166 0.9249 1.2332 1.5415 1.37 1.37 1.31 1.05 1.00 0.97 0.85 0.65 0.64 0.62 0.61 0.34 0.26
FAHBench GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better FAHBench 2.3.2 GPU Temperature Monitor GTX 970 GTX 1060 TITAN RTX RTX 2080 Ti GTX 1070 GTX 1080 GTX 1080 Ti GTX 980 RTX 2080 GTX 780 Ti GTX 680 GTX 980 Ti GTX TITAN X GM200 15 30 45 60 75 Min: 36 / Avg: 47.03 / Max: 55 Min: 41 / Avg: 51.72 / Max: 61 Min: 40 / Avg: 54.98 / Max: 67 Min: 44 / Avg: 56.67 / Max: 67 Min: 48 / Avg: 58.17 / Max: 67 Min: 47 / Avg: 58.51 / Max: 67 Min: 50 / Avg: 61.9 / Max: 72 Min: 53 / Avg: 63.19 / Max: 72 Min: 48 / Avg: 64 / Max: 76 Min: 55 / Avg: 66.7 / Max: 76 Min: 58 / Avg: 68.78 / Max: 76 Min: 59 / Avg: 69.03 / Max: 77 Min: 58 / Avg: 69.48 / Max: 79
FAHBench System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better FAHBench 2.3.2 System Power Consumption Monitor GTX 1060 GTX 1070 GTX 970 GTX 1080 GTX 980 GTX 680 RTX 2080 GTX 980 Ti GTX 1080 Ti GTX TITAN X GM200 GTX 780 Ti 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: 71.9 / Avg: 147.03 / Max: 186.3 Min: 42.2 / Avg: 154.69 / Max: 203.6 Min: 71.8 / Avg: 154.93 / Max: 207.1 Min: 85.3 / Avg: 161.55 / Max: 208.9 Min: 44.3 / Avg: 180.63 / Max: 260.2 Min: 77.5 / Avg: 186.46 / Max: 236.1 Min: 48.4 / Avg: 187.72 / Max: 258.3 Min: 79.2 / Avg: 188.72 / Max: 251.2 Min: 74.2 / Avg: 213.5 / Max: 287.5 Min: 48.3 / Avg: 215.05 / Max: 315.1 Min: 71.5 / Avg: 216.97 / Max: 307.4
LuxMark OpenCL Device: GPU - Scene: Luxball HDR OpenBenchmarking.org Score, More Is Better LuxMark 3.1 OpenCL Device: GPU - Scene: Luxball HDR TITAN RTX NVIDIA TITAN RTX RTX 2080 Ti RTX 2080 GTX 1080 Ti GTX 1070 GTX TITAN X GM200 GTX 980 Ti GTX 1080 GTX 980 GTX 1060 GTX 970 GTX 780 Ti GTX 680 10K 20K 30K 40K 50K SE +/- 231.35, N = 3 SE +/- 105.08, N = 3 SE +/- 82.86, N = 3 SE +/- 11.86, N = 3 SE +/- 10.84, N = 3 SE +/- 2.00, N = 3 SE +/- 1.33, N = 3 SE +/- 15.76, N = 3 SE +/- 40.83, N = 3 SE +/- 3.61, N = 3 SE +/- 5.17, N = 3 SE +/- 10.84, N = 3 SE +/- 51.10, N = 3 SE +/- 15.90, N = 3 46377 44164 42314 29650 21685 17289 17288 16778 13833 13220 12242 11718 11533 4825
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 RTX 2080 Ti RTX 2080 GTX 1070 GTX 1080 Ti GTX 1060 GTX 1080 GTX 980 Ti GTX 980 GTX TITAN X GM200 GTX 970 GTX 780 Ti GTX 680 30 60 90 120 150 136.91 131.47 121.95 98.90 90.50 86.54 79.84 72.97 69.16 69.07 66.87 42.09 23.87
LuxMark GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxMark 3.1 GPU Temperature Monitor GTX 970 GTX 1060 GTX 1080 GTX 1070 RTX 2080 Ti GTX 1080 Ti GTX 980 TITAN RTX GTX 680 GTX 980 Ti RTX 2080 GTX 780 Ti GTX TITAN X GM200 16 32 48 64 80 Min: 42 / Avg: 54.27 / Max: 56 Min: 52 / Avg: 61.07 / Max: 63 Min: 59 / Avg: 65.98 / Max: 68 Min: 61 / Avg: 68.03 / Max: 70 Min: 57 / Avg: 72.82 / Max: 75 Min: 65 / Avg: 73.06 / Max: 75 Min: 61 / Avg: 74.29 / Max: 77 Min: 57 / Avg: 74.29 / Max: 77 Min: 63 / Avg: 76.31 / Max: 77 Min: 68 / Avg: 78.61 / Max: 80 Min: 64 / Avg: 78.64 / Max: 81 Min: 66 / Avg: 78.93 / Max: 81 Min: 68 / Avg: 80.35 / Max: 83
LuxMark System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxMark 3.1 System Power Consumption Monitor GTX 1060 GTX 1080 GTX 1070 GTX 970 GTX 980 GTX 680 GTX 980 Ti GTX 1080 Ti RTX 2080 GTX TITAN X GM200 GTX 780 Ti RTX 2080 Ti TITAN RTX 60 120 180 240 300 Min: 40.9 / Avg: 141.45 / Max: 144.9 Min: 43.5 / Avg: 173.25 / Max: 177.2 Min: 44.3 / Avg: 174.82 / Max: 179.8 Min: 47.3 / Avg: 175.22 / Max: 178.9 Min: 48.3 / Avg: 191.15 / Max: 198.1 Min: 54.7 / Avg: 202.18 / Max: 205.4 Min: 53.1 / Avg: 229.94 / Max: 237.8 Min: 47.7 / Avg: 239.62 / Max: 245.3 Min: 49.4 / Avg: 243.13 / Max: 253.5 Min: 54.6 / Avg: 250.3 / Max: 257.9 Min: 50.5 / Avg: 273.99 / Max: 288.7 Min: 181.3 / Avg: 321.85 / Max: 333.1 Min: 184.5 / Avg: 338.75 / Max: 347.9
LuxMark OpenCL Device: GPU - Scene: Microphone OpenBenchmarking.org Score, More Is Better LuxMark 3.1 OpenCL Device: GPU - Scene: Microphone TITAN RTX NVIDIA TITAN RTX RTX 2080 Ti RTX 2080 GTX 1080 Ti GTX 980 Ti GTX TITAN X GM200 GTX 1070 GTX 980 GTX 1080 GTX 970 GTX 780 Ti GTX 1060 GTX 680 7K 14K 21K 28K 35K SE +/- 39.86, N = 3 SE +/- 55.63, N = 3 SE +/- 18.48, N = 3 SE +/- 30.23, N = 3 SE +/- 12.67, N = 3 SE +/- 23.78, N = 3 SE +/- 20.28, N = 3 SE +/- 1.20, N = 3 SE +/- 40.54, N = 3 SE +/- 15.59, N = 3 SE +/- 1.86, N = 3 SE +/- 30.33, N = 3 SE +/- 5.33, N = 3 30528 29558 28476 19855 13732 11105 10929 9980 8982 8732 7983 7145 6964 3318
LuxMark OpenCL Device: GPU - Scene: Microphone OpenBenchmarking.org Score Per Watt, More Is Better LuxMark 3.1 OpenCL Device: GPU - Scene: Microphone TITAN RTX RTX 2080 Ti RTX 2080 GTX 1070 GTX 1080 Ti GTX 1080 GTX 1060 GTX 980 Ti GTX 980 GTX 970 GTX TITAN X GM200 GTX 780 Ti GTX 680 20 40 60 80 100 90.44 88.76 81.97 59.80 58.58 51.84 51.78 47.63 47.36 45.62 45.03 27.40 16.60
LuxMark GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxMark 3.1 GPU Temperature Monitor GTX 970 GTX 1060 GTX 1080 GTX 1070 GTX 1080 Ti RTX 2080 Ti GTX 980 TITAN RTX GTX 680 GTX 780 Ti RTX 2080 GTX 980 Ti GTX TITAN X GM200 16 32 48 64 80 Min: 48 / Avg: 54.41 / Max: 56 Min: 55 / Avg: 59.7 / Max: 61 Min: 60 / Avg: 65.1 / Max: 66 Min: 61 / Avg: 67.15 / Max: 68 Min: 65 / Avg: 72.74 / Max: 74 Min: 63 / Avg: 73.96 / Max: 75 Min: 66 / Avg: 75.1 / Max: 77 Min: 65 / Avg: 75.76 / Max: 77 Min: 70 / Avg: 76.4 / Max: 77 Min: 69 / Avg: 77.45 / Max: 79 Min: 68 / Avg: 78.74 / Max: 80 Min: 70 / Avg: 78.82 / Max: 81 Min: 70 / Avg: 80.18 / Max: 82
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 970 GTX 980 GTX 680 GTX 980 Ti GTX 1080 Ti RTX 2080 GTX TITAN X GM200 GTX 780 Ti 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: 47.6 / Avg: 175.01 / Max: 177.8 Min: 48.2 / Avg: 189.64 / Max: 194.3 Min: 53.7 / Avg: 199.93 / Max: 208.6 Min: 141.3 / Avg: 233.13 / Max: 237.6 Min: 136.6 / Avg: 234.43 / Max: 239.4 Min: 89.2 / Avg: 242.23 / Max: 250.6 Min: 55 / Avg: 242.7 / Max: 250.6 Min: 50.6 / Avg: 260.76 / Max: 277 Min: 52.6 / Avg: 320.82 / Max: 326.8 Min: 134 / Avg: 337.53 / Max: 344.3
LuxMark OpenCL Device: GPU - Scene: Hotel OpenBenchmarking.org Score, More Is Better LuxMark 3.1 OpenCL Device: GPU - Scene: Hotel TITAN RTX NVIDIA TITAN RTX RTX 2080 Ti RTX 2080 GTX 1080 Ti GTX TITAN X GM200 GTX 980 Ti GTX 1070 GTX 1080 GTX 980 GTX 970 GTX 1060 GTX 780 Ti GTX 680 2K 4K 6K 8K 10K SE +/- 38.04, N = 3 SE +/- 71.50, N = 2 SE +/- 15.93, N = 3 SE +/- 1.15, N = 3 SE +/- 6.01, N = 3 SE +/- 31.83, N = 3 SE +/- 10.50, N = 3 SE +/- 8.21, N = 3 SE +/- 18.33, N = 3 SE +/- 6.23, N = 3 SE +/- 8.41, N = 3 SE +/- 2.67, N = 3 SE +/- 4.00, N = 3 9884 9401 9191 6589 5581 4135 3879 3877 3823 3034 2723 2657 2190 851
LuxMark OpenCL Device: GPU - Scene: Hotel OpenBenchmarking.org Score Per Watt, More Is Better LuxMark 3.1 OpenCL Device: GPU - Scene: Hotel TITAN RTX RTX 2080 Ti RTX 2080 GTX 1080 Ti GTX 1070 GTX 1080 GTX 1060 GTX 980 Ti GTX TITAN X GM200 GTX 980 GTX 970 GTX 780 Ti GTX 680 7 14 21 28 35 28.38 27.60 25.35 20.19 19.94 19.25 17.43 15.34 15.07 14.42 13.88 7.86 4.18
LuxMark GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LuxMark 3.1 GPU Temperature Monitor GTX 970 GTX 1060 GTX 1080 GTX 1070 RTX 2080 Ti TITAN RTX GTX 680 GTX 980 GTX 1080 Ti GTX 780 Ti GTX 980 Ti RTX 2080 GTX TITAN X GM200 16 32 48 64 80 Min: 44 / Avg: 59.56 / Max: 61 Min: 52 / Avg: 65.01 / Max: 67 Min: 59 / Avg: 71.85 / Max: 74 Min: 60 / Avg: 72.99 / Max: 75 Min: 69 / Avg: 75.27 / Max: 77 Min: 64 / Avg: 76.92 / Max: 79 Min: 65 / Avg: 76.97 / Max: 78 Min: 66 / Avg: 78.75 / Max: 80 Min: 64 / Avg: 79.57 / Max: 82 Min: 68 / Avg: 80.15 / Max: 82 Min: 70 / Avg: 80.85 / Max: 83 Min: 67 / Avg: 81.22 / Max: 83 Min: 71 / Avg: 82.06 / Max: 84
LuxMark System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxMark 3.1 System Power Consumption Monitor GTX 1060 GTX 1070 GTX 970 GTX 1080 GTX 680 GTX 980 GTX 980 Ti RTX 2080 GTX TITAN X GM200 GTX 1080 Ti GTX 780 Ti 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: 103.6 / Avg: 196.12 / Max: 199.4 Min: 41.3 / Avg: 198.56 / Max: 204.2 Min: 53.1 / Avg: 203.67 / Max: 217.6 Min: 48.3 / Avg: 210.38 / Max: 218.6 Min: 52.3 / Avg: 252.9 / Max: 262.4 Min: 48.7 / Avg: 259.96 / Max: 273.4 Min: 54.9 / Avg: 274.3 / Max: 283.5 Min: 52.6 / Avg: 276.43 / Max: 282.9 Min: 62 / Avg: 278.61 / Max: 295.9 Min: 57.5 / Avg: 333.06 / Max: 343.7 Min: 51.9 / Avg: 348.23 / Max: 358
GROMACS Water Benchmark OpenBenchmarking.org Ns Per Day, More Is Better GROMACS 2018.3 Water Benchmark RTX 2080 Ti TITAN RTX RTX 2080 GTX 1080 Ti GTX 1080 GTX 1070 GTX TITAN X GM200 GTX 980 Ti GTX 980 GTX 1060 GTX 970 GTX 780 Ti GTX 680 2 4 6 8 10 SE +/- 0.02, N = 3 SE +/- 0.02, 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 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 6.65 6.42 5.95 5.18 4.29 3.77 3.75 3.53 3.01 2.97 2.75 2.72 1.68 1. (CXX) g++ options: -march=core-avx2 -std=c++11 -O3 -funroll-all-loops -fopenmp -lpthread -ldl -lrt -lm
GROMACS Water Benchmark OpenBenchmarking.org Ns Per Day Per Watt, More Is Better GROMACS 2018.3 Water Benchmark TITAN RTX RTX 2080 Ti RTX 2080 GTX 1080 Ti GTX 1080 GTX 1070 GTX 1060 GTX TITAN X GM200 GTX 980 Ti GTX 980 GTX 970 GTX 780 Ti GTX 680 0.0045 0.009 0.0135 0.018 0.0225 0.02 0.02 0.02 0.02 0.02 0.02 0.02 0.01 0.01 0.01 0.01 0.01 0.01
GROMACS GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better GROMACS 2018.3 GPU Temperature Monitor TITAN RTX GTX 970 GTX 1060 RTX 2080 Ti GTX 1070 GTX 1080 GTX 1080 Ti RTX 2080 GTX 680 GTX 980 GTX 980 Ti GTX 780 Ti GTX TITAN X GM200 16 32 48 64 80 Min: 34 / Avg: 59.53 / Max: 68 Min: 46 / Avg: 61.09 / Max: 63 Min: 55 / Avg: 66.01 / Max: 68 Min: 63 / Avg: 67.33 / Max: 69 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: 78.24 / Max: 80 Min: 65 / Avg: 78.37 / Max: 81 Min: 68 / Avg: 80.28 / Max: 82 Min: 68 / Avg: 81.06 / Max: 83 Min: 68 / Avg: 81.08 / Max: 83
GROMACS System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better GROMACS 2018.3 System Power Consumption Monitor GTX 1060 GTX 1070 GTX 970 GTX 680 GTX 980 GTX 1080 RTX 2080 GTX 980 Ti GTX 1080 Ti GTX TITAN X GM200 TITAN RTX RTX 2080 Ti GTX 780 Ti 70 140 210 280 350 Min: 41.1 / Avg: 191.64 / Max: 197.1 Min: 44.4 / Avg: 221.47 / Max: 231.7 Min: 56.5 / Avg: 229.2 / Max: 236 Min: 54.7 / Avg: 235.38 / Max: 241.1 Min: 64.6 / Avg: 246.99 / Max: 257.2 Min: 45.9 / Avg: 247.86 / Max: 260.3 Min: 48.7 / Avg: 283.1 / Max: 311.1 Min: 50.7 / Avg: 284.77 / Max: 299.4 Min: 52.1 / Avg: 297.55 / Max: 322.1 Min: 54.9 / Avg: 305.56 / Max: 321.8 Min: 52 / Avg: 315.63 / Max: 367.3 Min: 50.7 / Avg: 316.38 / Max: 366.5 Min: 51.7 / Avg: 328.69 / Max: 347.1
GPU Temperature Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Celsius GPU Temperature Monitor Phoronix Test Suite System Monitoring GTX 970 GTX 1060 GTX 1080 TITAN RTX GTX 1070 RTX 2080 Ti GTX 1080 Ti GTX 980 RTX 2080 GTX 680 GTX 780 Ti GTX TITAN X GM200 GTX 980 Ti 16 32 48 64 80 Min: 31 / Avg: 54.51 / Max: 63 Min: 35 / Avg: 58.54 / Max: 68 Min: 33 / Avg: 64.13 / Max: 75 Min: 35 / Avg: 64.14 / Max: 79 Min: 32 / Avg: 65.36 / Max: 75 Min: 34 / Avg: 67.03 / Max: 77 Min: 37 / Avg: 69.67 / Max: 82 Min: 35 / Avg: 71.02 / Max: 81 Min: 36 / Avg: 72.15 / Max: 83 Min: 39 / Avg: 74.35 / Max: 80 Min: 41 / Avg: 74.8 / Max: 83 Min: 41 / Avg: 75.99 / Max: 84 Min: 35 / Avg: 76 / Max: 83
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 970 GTX 980 GTX 680 RTX 2080 GTX 1080 Ti GTX 980 Ti GTX TITAN X GM200 TITAN RTX GTX 780 Ti RTX 2080 Ti 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: 46.7 / Avg: 179.09 / Max: 308.2 Min: 46.3 / Avg: 185.06 / Max: 322.4 Min: 50.3 / Avg: 203.09 / Max: 273.6 Min: 43.9 / Avg: 216.88 / Max: 339.3 Min: 47.7 / Avg: 225.64 / Max: 372.1 Min: 48.1 / Avg: 227.73 / Max: 361.6 Min: 50.9 / Avg: 233.27 / Max: 381.9 Min: 45.6 / Avg: 254.52 / Max: 364.2 Min: 48.8 / Avg: 259.55 / Max: 403 Min: 45 / Avg: 279.87 / Max: 376
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
Phoronix Test Suite v10.8.4