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&grs .
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 luxmark: GPU - Luxball HDR luxmark: GPU - Microphone octanebench: Total Score fahbench: mixbench: Single Precision rodinia: OpenCL Particle Filter darktable: Server Room - OpenCL darktable: Boat - OpenCL gromacs-gpu: Water Benchmark clpeak: Global Memory Bandwidth mixbench: Double Precision clpeak: Integer Compute INT parboil: OpenCL LBM luxmark: GPU - Hotel namd-cuda: ATPase Simulation - 327,506 Atoms darktable: Boat - OpenCL darktable: Server Room - OpenCL parboil: 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 NVIDIA TITAN RTX 4825 3318 35.80 42.04 2535 22.60 3.19 7.32 1.68 141 140 558 80.32 851 2.02480 4.57 11533 7145 109 73.35 4165 15.06 3.46 5.30 2.72 263 246 963 26.45 2190 0.38476 3.29 11718 7983 96.71 90.44 4144 13.30 3.10 4.49 2.75 143 137 1138 21.90 2723 0.35624 1.54 13220 8982 111 101 4714 11.80 3.06 3.95 3.01 164 159 1302 20.13 3034 0.32651 1.41 16778 11105 143.72 114.29 5860 10.22 1.52 3.27 3.53 264 197 1616 14.05 3879 0.28380 1.39 17288 10929 152 121 6557 9.03 1.36 3.11 3.75 263 222 1783 13.48 4135 0.26866 1.36 12242 6964 91.76 102.90 4392 12.03 1.31 3.65 2.97 147 151 1295 19.73 2657 0.31493 1.41 17289 9980 133.10 140.29 6410 8.30 1.10 2.87 3.77 196 223 1684 14.90 3877 0.24283 1.08 13833 8732 148 155 8570 6.54 1.12 2.72 4.29 222 293 2450 22.26 3823 0.20889 1.06 21685 13732 212.18 197.70 11605 4.97 1.02 2.27 5.18 329 400 3366 14.16 5581 0.19974 0.77 29650 19855 220.39 236.54 11029 6.17 0.80 1.88 5.95 368 292 10199 7.27 6589 0.19173 0.88 42314 28476 303.71 294.39 16175 4.45 0.73 1.62 6.65 505 434 14840 5.43 9191 0.18848 0.64 46377 30528 321 297 17324 4.26 0.73 1.61 6.42 528 460 15398 4.98 9884 0.18773 0.63 44164 29558 308.43 86.75 9401 0.40 0.47 OpenBenchmarking.org
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
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: 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
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
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
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
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 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 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
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 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
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
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 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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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 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
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
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
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
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
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
Phoronix Test Suite v10.8.4