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&grs&rdt&rro.

NVIDIA TITAN RTX ComputeProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 970NVIDIA TITAN RTXIntel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads)ASUS PRIME Z390-A (0602 BIOS)Intel Cannon Lake PCH Shared SRAM16384MB2000GB SABRENT + Samsung SSD 970 EVO 250GBNVIDIA TITAN RTX 24GB (1350/7000MHz)Realtek ALC1220Acer B286HKIntel ConnectionUbuntu 18.044.19.5-041905-generic (x86_64)GNOME Shell 3.28.3X Server 1.19.6NVIDIA 415.234.6.0OpenCL 1.2 CUDA 10.0.1321.1.84GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0ext43840x2160NVIDIA 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 0X8DXD4 x 16384 MB 2666MHz Hynix HMA82GR7AFR8N-VK477GB NVMe KXG50ZNV512G NVMNVIDIA TITAN RTX 24GB (2100/7001MHz)Intel Connection (5) I219-LM + Realtek USB GbE FamilyMicrosoft Windows 10 Enterprise Build 1776310.0 (x86_64)417.71 (25.21.14.1771)GCC 4.9.3NTFS1920x1080OpenBenchmarking.orgCompiler 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 performanceOpenCL 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: 1664Python 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 3.6.7Security 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 Computeluxmark: GPU - Luxball HDRluxmark: GPU - Microphoneoctanebench: Total Scorefahbench: mixbench: Single Precisionrodinia: OpenCL Particle Filterdarktable: Server Room - OpenCLdarktable: Boat - OpenCLgromacs-gpu: Water Benchmarkclpeak: Global Memory Bandwidthmixbench: Double Precisionclpeak: Integer Compute INTparboil: OpenCL LBMluxmark: GPU - Hotelnamd-cuda: ATPase Simulation - 327,506 Atomsdarktable: Boat - OpenCLdarktable: Server Room - OpenCLparboil: OpenCL TPACFTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 970NVIDIA TITAN RTX4637730528321297173244.260.731.616.42528460153984.9898840.187730.63172881092915212165579.031.363.113.75263222178313.4841350.268661.36132208982111101471411.803.063.953.01164159130220.1330340.326511.4113833873214815585706.541.122.724.29222293245022.2638230.208891.0611533714510973.35416515.063.465.302.7226324696326.4521900.384763.2912242696491.76102.90439212.031.313.652.97147151129519.7326570.314931.412965019855220.39236.54110296.170.801.885.95368292101997.2765890.191730.882168513732212.18197.70116054.971.022.275.18329400336614.1655810.199740.77172899980133.10140.2964108.301.102.873.77196223168414.9038770.242831.084825331835.8042.04253522.603.197.321.6814114055880.328512.024804.571677811105143.72114.29586010.221.523.273.53264197161614.0538790.283801.394231428476303.71294.39161754.450.731.626.65505434148405.4391910.188480.6411718798396.7190.44414413.303.104.492.75143137113821.9027230.356241.544416429558308.4386.7594010.400.47OpenBenchmarking.org

NAMD CUDA

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterNAMD CUDA 2.13System Power Consumption MonitorGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX70140210280350Min: 47.7 / Avg: 247.44 / Max: 308.2Min: 50.7 / Avg: 249.46 / Max: 376Min: 52.5 / Avg: 302.56 / Max: 361.6Min: 51.5 / Avg: 264.88 / Max: 273.6Min: 169.7 / Avg: 243.01 / Max: 279.3Min: 53.4 / Avg: 280.69 / Max: 372.1Min: 48.5 / Avg: 263.5 / Max: 339.3Min: 41.6 / Avg: 209.4 / Max: 260.2Min: 51.9 / Avg: 330.2 / Max: 403Min: 43.3 / Avg: 235.74 / Max: 317.8Min: 48.1 / Avg: 265.81 / Max: 321.7Min: 52.6 / Avg: 316.4 / Max: 381.9Min: 52.4 / Avg: 209.26 / Max: 364.2

LuxMark

OpenCL Device: GPU - Scene: Luxball HDR

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRNVIDIA TITAN RTXGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX10K20K30K40K50KSE +/- 105.08, N = 3SE +/- 10.84, N = 3SE +/- 82.86, N = 3SE +/- 15.76, N = 3SE +/- 15.90, N = 3SE +/- 2.00, N = 3SE +/- 10.84, N = 3SE +/- 11.86, N = 3SE +/- 5.17, N = 3SE +/- 51.10, N = 3SE +/- 40.83, N = 3SE +/- 3.61, N = 3SE +/- 1.33, N = 3SE +/- 231.35, N = 3441641171842314167784825172892168529650122421153313833132201728846377

LuxMark

OpenCL Device: GPU - Scene: Microphone

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: MicrophoneNVIDIA TITAN RTXGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX7K14K21K28K35KSE +/- 55.63, N = 3SE +/- 1.86, N = 3SE +/- 18.48, N = 3SE +/- 23.78, N = 3SE +/- 5.33, N = 3SE +/- 1.20, N = 3SE +/- 12.67, N = 3SE +/- 30.23, N = 3SE +/- 30.33, N = 3SE +/- 15.59, N = 3SE +/- 40.54, N = 3SE +/- 20.28, N = 3SE +/- 39.86, N = 3295587983284761110533189980137321985569647145873289821092930528

OctaneBench

Total Score

OpenBenchmarking.orgScore, More Is BetterOctaneBench 4.00Total ScoreNVIDIA TITAN RTXGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX70140210280350308.4396.71303.71143.7235.80133.10212.18220.3991.76109.00148.00111.00152.00321.00

GROMACS

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterGROMACS 2018.3System Power Consumption MonitorGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX70140210280350Min: 56.5 / Avg: 229.2 / Max: 236Min: 50.7 / Avg: 316.38 / Max: 366.5Min: 50.7 / Avg: 284.77 / Max: 299.4Min: 54.7 / Avg: 235.38 / Max: 241.1Min: 44.4 / Avg: 221.47 / Max: 231.7Min: 52.1 / Avg: 297.55 / Max: 322.1Min: 48.7 / Avg: 283.1 / Max: 311.1Min: 41.1 / Avg: 191.64 / Max: 197.1Min: 51.7 / Avg: 328.69 / Max: 347.1Min: 45.9 / Avg: 247.86 / Max: 260.3Min: 64.6 / Avg: 246.99 / Max: 257.2Min: 54.9 / Avg: 305.56 / Max: 321.8Min: 52 / Avg: 315.63 / Max: 367.3

OctaneBench

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterOctaneBench 4.00System Power Consumption MonitorGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX60120180240300Min: 46.7 / Avg: 153.05 / Max: 214.5Min: 45.3 / Avg: 299.31 / Max: 329.8Min: 51.2 / Avg: 214.75 / Max: 243.1Min: 52.5 / Avg: 182.48 / Max: 212.3Min: 41.6 / Avg: 148.64 / Max: 170Min: 64 / Avg: 226.55 / Max: 252.1Min: 77 / Avg: 230.22 / Max: 269.5Min: 40 / Avg: 115.29 / Max: 177Min: 51.7 / Avg: 254.01 / Max: 275.1Min: 41.9 / Avg: 161.36 / Max: 183Min: 47.5 / Avg: 168.73 / Max: 191.8Min: 54 / Avg: 230.17 / Max: 258.6Min: 46.6 / Avg: 315.28 / Max: 350

LuxMark

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX60120180240300Min: 103.6 / Avg: 196.12 / Max: 199.4Min: 57.5 / Avg: 333.06 / Max: 343.7Min: 52.3 / Avg: 252.9 / Max: 262.4Min: 53.1 / Avg: 203.67 / Max: 217.6Min: 86.5 / Avg: 194.45 / Max: 198.9Min: 52.6 / Avg: 276.43 / Max: 282.9Min: 48.7 / Avg: 259.96 / Max: 273.4Min: 44.6 / Avg: 152.45 / Max: 155.7Min: 62 / Avg: 278.61 / Max: 295.9Min: 41.3 / Avg: 198.56 / Max: 204.2Min: 48.3 / Avg: 210.38 / Max: 218.6Min: 54.9 / Avg: 274.3 / Max: 283.5Min: 51.9 / Avg: 348.23 / Max: 358

LuxMark

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX60120180240300Min: 47.3 / Avg: 175.22 / Max: 178.9Min: 181.3 / Avg: 321.85 / Max: 333.1Min: 53.1 / Avg: 229.94 / Max: 237.8Min: 54.7 / Avg: 202.18 / Max: 205.4Min: 44.3 / Avg: 174.82 / Max: 179.8Min: 47.7 / Avg: 239.62 / Max: 245.3Min: 49.4 / Avg: 243.13 / Max: 253.5Min: 40.9 / Avg: 141.45 / Max: 144.9Min: 50.5 / Avg: 273.99 / Max: 288.7Min: 43.5 / Avg: 173.25 / Max: 177.2Min: 48.3 / Avg: 191.15 / Max: 198.1Min: 54.6 / Avg: 250.3 / Max: 257.9Min: 184.5 / Avg: 338.75 / Max: 347.9

LuxMark

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX60120180240300Min: 47.6 / Avg: 175.01 / Max: 177.8Min: 52.6 / Avg: 320.82 / Max: 326.8Min: 141.3 / Avg: 233.13 / Max: 237.6Min: 53.7 / Avg: 199.93 / Max: 208.6Min: 42.1 / Avg: 166.89 / Max: 170.5Min: 136.6 / Avg: 234.43 / Max: 239.4Min: 89.2 / Avg: 242.23 / Max: 250.6Min: 41 / Avg: 134.5 / Max: 137.4Min: 50.6 / Avg: 260.76 / Max: 277Min: 43.1 / Avg: 168.45 / Max: 171.2Min: 48.2 / Avg: 189.64 / Max: 194.3Min: 55 / Avg: 242.7 / Max: 250.6Min: 134 / Avg: 337.53 / Max: 344.3

FAHBench

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterFAHBench 2.3.2System Power Consumption MonitorGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX60120180240300Min: 71.9 / Avg: 147.03 / Max: 186.3Min: 48.3 / Avg: 215.05 / Max: 315.1Min: 77.5 / Avg: 186.46 / Max: 236.1Min: 85.3 / Avg: 161.55 / Max: 208.9Min: 70.3 / Avg: 144.57 / Max: 189.2Min: 48.4 / Avg: 187.72 / Max: 258.3Min: 44.3 / Avg: 180.63 / Max: 260.2Min: 40.5 / Avg: 120.84 / Max: 154.8Min: 74.2 / Avg: 213.5 / Max: 287.5Min: 42.2 / Avg: 154.69 / Max: 203.6Min: 71.8 / Avg: 154.93 / Max: 207.1Min: 79.2 / Avg: 188.72 / Max: 251.2Min: 71.5 / Avg: 216.97 / Max: 307.4

FAHBench

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2NVIDIA TITAN RTXGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX60120180240300SE +/- 0.86, N = 3SE +/- 0.03, N = 3SE +/- 0.29, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.15, N = 3SE +/- 0.16, N = 3SE +/- 0.23, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.15, N = 3SE +/- 0.13, N = 3SE +/- 0.08, N = 3SE +/- 0.64, N = 386.7590.44294.39114.2942.04140.29197.70236.54102.9073.35155.00101.00121.00297.00

Mixbench

Benchmark: Single Precision

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Single PrecisionGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX4K8K12K16K20KSE +/- 0.45, N = 3SE +/- 21.81, N = 3SE +/- 1.73, N = 3SE +/- 1.39, N = 3SE +/- 48.40, N = 3SE +/- 548.77, N = 3SE +/- 1.47, N = 3SE +/- 0.64, N = 3SE +/- 3.73, N = 3SE +/- 9.71, N = 3SE +/- 4.70, N = 3SE +/- 6.28, N = 3SE +/- 8.55, N = 3414416175586025356410116051102943924165857047146557173241. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

LuxMark

OpenCL Device: GPU - Scene: Hotel

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: HotelGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX71421283513.8827.6015.344.1819.9420.1925.3517.437.8619.2514.4215.0728.38

LuxMark

OpenCL Device: GPU - Scene: Luxball HDR

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX30609012015066.87131.4772.9723.8798.9090.50121.9586.5442.0979.8469.1669.07136.91

LuxMark

OpenCL Device: GPU - Scene: Microphone

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: MicrophoneGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX2040608010045.6288.7647.6316.6059.8058.5881.9751.7827.4051.8447.3645.0390.44

Rodinia

Test: OpenCL Particle Filter

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenCL Particle FilterGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX510152025SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.16, N = 3SE +/- 0.07, N = 313.304.4510.2222.608.304.976.1712.0315.066.5411.809.034.261. (CXX) g++ options: -O2 -lOpenCL

FAHBench

OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterFAHBench 2.3.2GTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX0.30830.61660.92491.23321.54150.621.370.610.260.971.051.310.850.341.000.650.641.37

OctaneBench

Total Score

OpenBenchmarking.orgScore Per Watt, More Is BetterOctaneBench 4.00Total ScoreGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX0.22950.4590.68850.9181.14750.631.010.670.200.900.940.960.800.430.920.660.661.02

Darktable

Test: Server Room - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.2Test: Server Room - Acceleration: OpenCLGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX0.77851.5572.33553.1143.8925SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 33.100.731.523.191.101.020.801.313.461.123.061.360.73

Darktable

Test: Boat - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.2Test: Boat - Acceleration: OpenCLGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX246810SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 34.491.623.277.322.872.271.883.655.302.723.953.111.61

GROMACS

Water Benchmark

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2018.3Water BenchmarkGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX246810SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 32.756.653.531.683.775.185.952.972.724.293.013.756.421. (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.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX110220330440550SE +/- 0.01, N = 3SE +/- 0.74, N = 3SE +/- 0.01, N = 3SE +/- 0.11, N = 3SE +/- 0.02, N = 3SE +/- 0.70, N = 3SE +/- 0.23, N = 3SE +/- 0.06, N = 3SE +/- 0.13, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.26, N = 3SE +/- 1.05, N = 3143505264141196329368147263222164263528

Mixbench

Benchmark: Double Precision

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Double PrecisionGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX100200300400500SE +/- 0.60, N = 3SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.11, N = 3SE +/- 0.29, N = 3SE +/- 19.15, N = 3SE +/- 2.01, N = 3SE +/- 0.36, N = 3SE +/- 0.28, N = 3SE +/- 1.76, N = 3SE +/- 0.54, N = 3SE +/- 0.20, N = 3SE +/- 8.49, N = 31374341971402234002921512462931592224601. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

clpeak

OpenCL Test: Integer Compute INT

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX3K6K9K12K15KSE +/- 18.00, N = 3SE +/- 697.03, N = 3SE +/- 21.99, N = 3SE +/- 1.19, N = 3SE +/- 18.17, N = 3SE +/- 18.09, N = 3SE +/- 652.84, N = 3SE +/- 2.40, N = 3SE +/- 16.34, N = 3SE +/- 11.35, N = 3SE +/- 6.22, N = 3SE +/- 23.76, N = 3SE +/- 1168.75, N = 311381484016165581684336610199129596324501302178315398

GROMACS

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterGROMACS 2018.3GPU Temperature MonitorGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX1632486480Min: 46 / Avg: 61.09 / Max: 63Min: 63 / Avg: 67.33 / Max: 69Min: 68 / Avg: 80.28 / Max: 82Min: 63 / Avg: 78.24 / Max: 80Min: 63 / Avg: 70.08 / Max: 72Min: 67 / Avg: 75.12 / Max: 78Min: 67 / Avg: 76.94 / Max: 80Min: 55 / Avg: 66.01 / Max: 68Min: 68 / Avg: 81.06 / Max: 83Min: 64 / Avg: 72.7 / Max: 75Min: 65 / Avg: 78.37 / Max: 81Min: 68 / Avg: 81.08 / Max: 83Min: 34 / Avg: 59.53 / Max: 68

OctaneBench

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterOctaneBench 4.00GPU Temperature MonitorGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX1632486480Min: 34 / Avg: 53.66 / Max: 58Min: 34 / Avg: 68.08 / Max: 75Min: 46 / Avg: 76.56 / Max: 81Min: 46 / Avg: 73.49 / Max: 77Min: 38 / Avg: 62.99 / Max: 69Min: 45 / Avg: 71.21 / Max: 76Min: 38 / Avg: 75.21 / Max: 83Min: 37 / Avg: 56.47 / Max: 60Min: 50 / Avg: 77.49 / Max: 81Min: 40 / Avg: 64.51 / Max: 70Min: 42 / Avg: 70.42 / Max: 78Min: 49 / Avg: 78.6 / Max: 83Min: 37 / Avg: 71.03 / Max: 77

FAHBench

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterFAHBench 2.3.2GPU Temperature MonitorGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX1530456075Min: 36 / Avg: 47.03 / Max: 55Min: 44 / Avg: 56.67 / Max: 67Min: 59 / Avg: 69.03 / Max: 77Min: 58 / Avg: 68.78 / Max: 76Min: 48 / Avg: 58.17 / Max: 67Min: 50 / Avg: 61.9 / Max: 72Min: 48 / Avg: 64 / Max: 76Min: 41 / Avg: 51.72 / Max: 61Min: 55 / Avg: 66.7 / Max: 76Min: 47 / Avg: 58.51 / Max: 67Min: 53 / Avg: 63.19 / Max: 72Min: 58 / Avg: 69.48 / Max: 79Min: 40 / Avg: 54.98 / Max: 67

GROMACS

Water Benchmark

OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterGROMACS 2018.3Water BenchmarkGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX0.00450.0090.01350.0180.02250.010.020.010.010.020.020.020.020.010.020.010.010.02

Parboil

Test: OpenCL LBM

OpenBenchmarking.orgSeconds, Fewer Is BetterParboil 2.5Test: OpenCL LBMGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX20406080100SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 321.905.4314.0580.3214.9014.167.2719.7326.4522.2620.1313.484.981. (CXX) g++ options: -lm -lpthread -lgomp -O3 -ffast-math -fopenmp

LuxMark

OpenCL Device: GPU - Scene: Hotel

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: HotelNVIDIA TITAN RTXGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX2K4K6K8K10KSE +/- 71.50, N = 2SE +/- 15.93, N = 3SE +/- 10.50, N = 3SE +/- 4.00, N = 3SE +/- 8.21, N = 3SE +/- 6.01, N = 3SE +/- 1.15, N = 3SE +/- 8.41, N = 3SE +/- 2.67, N = 3SE +/- 18.33, N = 3SE +/- 6.23, N = 3SE +/- 31.83, N = 3SE +/- 38.04, N = 39401272391913879851387755816589265721903823303441359884

NAMD CUDA

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.13ATPase Simulation - 327,506 AtomsGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX0.45560.91121.36681.82242.278SE +/- 0.00115, N = 3SE +/- 0.00093, N = 3SE +/- 0.00149, N = 3SE +/- 0.00740, N = 3SE +/- 0.00143, N = 3SE +/- 0.00185, N = 3SE +/- 0.00151, N = 3SE +/- 0.00245, N = 3SE +/- 0.00335, N = 3SE +/- 0.00033, N = 3SE +/- 0.00050, N = 3SE +/- 0.00310, N = 3SE +/- 0.00154, N = 30.356240.188480.283802.024800.242830.199740.191730.314930.384760.208890.326510.268660.18773

LuxMark

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.1GPU Temperature MonitorGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX1632486480Min: 42 / Avg: 54.27 / Max: 56Min: 57 / Avg: 72.82 / Max: 75Min: 68 / Avg: 78.61 / Max: 80Min: 63 / Avg: 76.31 / Max: 77Min: 61 / Avg: 68.03 / Max: 70Min: 65 / Avg: 73.06 / Max: 75Min: 64 / Avg: 78.64 / Max: 81Min: 52 / Avg: 61.07 / Max: 63Min: 66 / Avg: 78.93 / Max: 81Min: 59 / Avg: 65.98 / Max: 68Min: 61 / Avg: 74.29 / Max: 77Min: 68 / Avg: 80.35 / Max: 83Min: 57 / Avg: 74.29 / Max: 77

LuxMark

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.1GPU Temperature MonitorGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX1632486480Min: 44 / Avg: 59.56 / Max: 61Min: 69 / Avg: 75.27 / Max: 77Min: 70 / Avg: 80.85 / Max: 83Min: 65 / Avg: 76.97 / Max: 78Min: 60 / Avg: 72.99 / Max: 75Min: 64 / Avg: 79.57 / Max: 82Min: 67 / Avg: 81.22 / Max: 83Min: 52 / Avg: 65.01 / Max: 67Min: 68 / Avg: 80.15 / Max: 82Min: 59 / Avg: 71.85 / Max: 74Min: 66 / Avg: 78.75 / Max: 80Min: 71 / Avg: 82.06 / Max: 84Min: 64 / Avg: 76.92 / Max: 79

NAMD CUDA

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterNAMD CUDA 2.13GPU Temperature MonitorGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX1632486480Min: 44 / Avg: 55.64 / Max: 62Min: 61 / Avg: 64.29 / Max: 66Min: 69 / Avg: 74.67 / Max: 79Min: 65 / Avg: 74.48 / Max: 76Min: 60 / Avg: 64 / Max: 67Min: 65 / Avg: 68.86 / Max: 72Min: 67 / Avg: 69.38 / Max: 72Min: 51 / Avg: 59.4 / Max: 64Min: 69 / Avg: 75.17 / Max: 80Min: 61 / Avg: 65.14 / Max: 68Min: 65 / Avg: 74.6 / Max: 78Min: 69 / Avg: 76.22 / Max: 82Min: 54 / Avg: 58.93 / Max: 64

LuxMark

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.1GPU Temperature MonitorGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX1632486480Min: 48 / Avg: 54.41 / Max: 56Min: 63 / Avg: 73.96 / Max: 75Min: 70 / Avg: 78.82 / Max: 81Min: 70 / Avg: 76.4 / Max: 77Min: 61 / Avg: 67.15 / Max: 68Min: 65 / Avg: 72.74 / Max: 74Min: 68 / Avg: 78.74 / Max: 80Min: 55 / Avg: 59.7 / Max: 61Min: 69 / Avg: 77.45 / Max: 79Min: 60 / Avg: 65.1 / Max: 66Min: 66 / Avg: 75.1 / Max: 77Min: 70 / Avg: 80.18 / Max: 82Min: 65 / Avg: 75.76 / Max: 77

Darktable

Test: Boat - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.1Test: Boat - Acceleration: OpenCLNVIDIA TITAN RTX0.090.180.270.360.45SE +/- 0.00, N = 30.40

Darktable

Test: Server Room - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.1Test: Server Room - Acceleration: OpenCLNVIDIA TITAN RTX0.10580.21160.31740.42320.529SE +/- 0.01, N = 120.47

System Power Consumption Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX70140210280350Min: 46.7 / Avg: 179.09 / Max: 308.2Min: 45 / Avg: 279.87 / Max: 376Min: 48.1 / Avg: 227.73 / Max: 361.6Min: 50.3 / Avg: 203.09 / Max: 273.6Min: 41.6 / Avg: 170.61 / Max: 279.3Min: 47.7 / Avg: 225.64 / Max: 372.1Min: 43.9 / Avg: 216.88 / Max: 339.3Min: 39.8 / Avg: 138.9 / Max: 260.2Min: 48.8 / Avg: 259.55 / Max: 403Min: 41 / Avg: 172.69 / Max: 317.8Min: 46.3 / Avg: 185.06 / Max: 322.4Min: 50.9 / Avg: 233.27 / Max: 381.9Min: 45.6 / Avg: 254.52 / Max: 364.2

GPU Temperature Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX1632486480Min: 31 / Avg: 54.51 / Max: 63Min: 34 / Avg: 67.03 / Max: 77Min: 35 / Avg: 76 / Max: 83Min: 39 / Avg: 74.35 / Max: 80Min: 32 / Avg: 65.36 / Max: 75Min: 37 / Avg: 69.67 / Max: 82Min: 36 / Avg: 72.15 / Max: 83Min: 35 / Avg: 58.54 / Max: 68Min: 41 / Avg: 74.8 / Max: 83Min: 33 / Avg: 64.13 / Max: 75Min: 35 / Avg: 71.02 / Max: 81Min: 41 / Avg: 75.99 / Max: 84Min: 35 / Avg: 64.14 / Max: 79

Parboil

Test: OpenCL TPACF

OpenBenchmarking.orgSeconds, Fewer Is BetterParboil 2.5Test: OpenCL TPACFGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX1.02832.05663.08494.11325.1415SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.20, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 31.540.641.394.571.080.770.881.413.291.061.411.360.631. (CXX) g++ options: -lm -lpthread -lgomp -O3 -ffast-math -fopenmp

Phoronix Test Suite v10.8.5