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&grt&rdt.

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 Computeclpeak: Global Memory Bandwidthclpeak: Integer Compute INTdarktable: Boat - OpenCLdarktable: Server Room - OpenCLdarktable: Boat - OpenCLdarktable: Server Room - OpenCLfahbench: gromacs-gpu: Water Benchmarkluxmark: GPU - Luxball HDRluxmark: GPU - Microphoneluxmark: GPU - Hotelmixbench: Single Precisionmixbench: Double Precisionnamd-cuda: ATPase Simulation - 327,506 Atomsoctanebench: Total Scoreparboil: OpenCL TPACFparboil: OpenCL LBMrodinia: OpenCL Particle FilterTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 970NVIDIA TITAN RTX528153981.610.732976.4246377305289884173244600.187733210.634.984.2626317833.111.361213.751728810929413565572220.268661521.3613.489.0316413023.953.061013.01132208982303447141590.326511111.4120.1311.8022224502.721.121554.29138338732382385702930.208891481.0622.266.542639635.303.4673.352.72115337145219041652460.384761093.2926.4515.0614712953.651.31102.902.97122426964265743921510.3149391.761.4119.7312.03368101991.880.80236.545.9529650198556589110292920.19173220.390.887.276.1732933662.271.02197.705.1821685137325581116054000.19974212.180.7714.164.9719616842.871.10140.293.77172899980387764102230.24283133.101.0814.908.301415587.323.1942.041.684825331885125351402.0248035.804.5780.3222.6026416163.271.52114.293.531677811105387958601970.28380143.721.3914.0510.22505148401.620.73294.396.6542314284769191161754340.18848303.710.645.434.4514311384.493.1090.442.75117187983272341441370.3562496.711.5421.9013.300.400.4786.7544164295589401308.43OpenBenchmarking.org

clpeak

OpenCL Test: Global Memory Bandwidth

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 970110220330440550SE +/- 1.05, N = 3SE +/- 0.26, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.13, N = 3SE +/- 0.06, N = 3SE +/- 0.23, N = 3SE +/- 0.70, N = 3SE +/- 0.02, N = 3SE +/- 0.11, N = 3SE +/- 0.01, N = 3SE +/- 0.74, N = 3SE +/- 0.01, N = 3528263164222263147368329196141264505143

clpeak

OpenCL Test: Integer Compute INT

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 9703K6K9K12K15KSE +/- 1168.75, N = 3SE +/- 23.76, N = 3SE +/- 6.22, N = 3SE +/- 11.35, N = 3SE +/- 16.34, N = 3SE +/- 2.40, N = 3SE +/- 652.84, N = 3SE +/- 18.09, N = 3SE +/- 18.17, N = 3SE +/- 1.19, N = 3SE +/- 21.99, N = 3SE +/- 697.03, N = 3SE +/- 18.00, N = 315398178313022450963129510199336616845581616148401138

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

Darktable

Test: Boat - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.2Test: Boat - Acceleration: OpenCLTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 970246810SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 31.613.113.952.725.303.651.882.272.877.323.271.624.49

Darktable

Test: Server Room - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.2Test: Server Room - Acceleration: OpenCLTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 9700.77851.5572.33553.1143.8925SE +/- 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 = 30.731.363.061.123.461.310.801.021.103.191.520.733.10

FAHBench

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2TITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 970NVIDIA TITAN RTX60120180240300SE +/- 0.64, N = 3SE +/- 0.08, N = 3SE +/- 0.13, N = 3SE +/- 0.15, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.23, N = 3SE +/- 0.16, N = 3SE +/- 0.15, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.29, N = 3SE +/- 0.03, N = 3SE +/- 0.86, N = 3297.00121.00101.00155.0073.35102.90236.54197.70140.2942.04114.29294.3990.4486.75

FAHBench

OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterFAHBench 2.3.2TITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 9700.30830.61660.92491.23321.54151.370.640.651.000.340.851.311.050.970.260.611.370.62

FAHBench

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterFAHBench 2.3.2GPU Temperature MonitorTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 9701530456075Min: 40 / Avg: 54.98 / Max: 67Min: 58 / Avg: 69.48 / Max: 79Min: 53 / Avg: 63.19 / Max: 72Min: 47 / Avg: 58.51 / Max: 67Min: 55 / Avg: 66.7 / Max: 76Min: 41 / Avg: 51.72 / Max: 61Min: 48 / Avg: 64 / Max: 76Min: 50 / Avg: 61.9 / Max: 72Min: 48 / Avg: 58.17 / Max: 67Min: 58 / Avg: 68.78 / Max: 76Min: 59 / Avg: 69.03 / Max: 77Min: 44 / Avg: 56.67 / Max: 67Min: 36 / Avg: 47.03 / Max: 55

FAHBench

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterFAHBench 2.3.2System Power Consumption MonitorTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 97060120180240300Min: 71.5 / Avg: 216.97 / Max: 307.4Min: 79.2 / Avg: 188.72 / Max: 251.2Min: 71.8 / Avg: 154.93 / Max: 207.1Min: 42.2 / Avg: 154.69 / Max: 203.6Min: 74.2 / Avg: 213.5 / Max: 287.5Min: 40.5 / Avg: 120.84 / Max: 154.8Min: 44.3 / Avg: 180.63 / Max: 260.2Min: 48.4 / Avg: 187.72 / Max: 258.3Min: 70.3 / Avg: 144.57 / Max: 189.2Min: 85.3 / Avg: 161.55 / Max: 208.9Min: 77.5 / Avg: 186.46 / Max: 236.1Min: 48.3 / Avg: 215.05 / Max: 315.1Min: 71.9 / Avg: 147.03 / Max: 186.3

GPU Temperature Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 9701632486480Min: 35 / Avg: 64.14 / Max: 79Min: 41 / Avg: 75.99 / Max: 84Min: 35 / Avg: 71.02 / Max: 81Min: 33 / Avg: 64.13 / Max: 75Min: 41 / Avg: 74.8 / Max: 83Min: 35 / Avg: 58.54 / Max: 68Min: 36 / Avg: 72.15 / Max: 83Min: 37 / Avg: 69.67 / Max: 82Min: 32 / Avg: 65.36 / Max: 75Min: 39 / Avg: 74.35 / Max: 80Min: 35 / Avg: 76 / Max: 83Min: 34 / Avg: 67.03 / Max: 77Min: 31 / Avg: 54.51 / Max: 63

GROMACS

Water Benchmark

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2018.3Water BenchmarkTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 970246810SE +/- 0.02, 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 +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 36.423.753.014.292.722.975.955.183.771.683.536.652.751. (CXX) g++ options: -march=core-avx2 -std=c++11 -O3 -funroll-all-loops -fopenmp -lpthread -ldl -lrt -lm

GROMACS

Water Benchmark

OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterGROMACS 2018.3Water BenchmarkTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 9700.00450.0090.01350.0180.02250.020.010.010.020.010.020.020.020.020.010.010.020.01

GROMACS

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterGROMACS 2018.3GPU Temperature MonitorTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 9701632486480Min: 34 / Avg: 59.53 / Max: 68Min: 68 / Avg: 81.08 / Max: 83Min: 65 / Avg: 78.37 / Max: 81Min: 64 / Avg: 72.7 / Max: 75Min: 68 / Avg: 81.06 / Max: 83Min: 55 / Avg: 66.01 / Max: 68Min: 67 / Avg: 76.94 / Max: 80Min: 67 / Avg: 75.12 / Max: 78Min: 63 / Avg: 70.08 / Max: 72Min: 63 / Avg: 78.24 / Max: 80Min: 68 / Avg: 80.28 / Max: 82Min: 63 / Avg: 67.33 / Max: 69Min: 46 / Avg: 61.09 / Max: 63

GROMACS

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterGROMACS 2018.3System Power Consumption MonitorTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 97070140210280350Min: 52 / Avg: 315.63 / Max: 367.3Min: 54.9 / Avg: 305.56 / Max: 321.8Min: 64.6 / Avg: 246.99 / Max: 257.2Min: 45.9 / Avg: 247.86 / Max: 260.3Min: 51.7 / Avg: 328.69 / Max: 347.1Min: 41.1 / Avg: 191.64 / Max: 197.1Min: 48.7 / Avg: 283.1 / Max: 311.1Min: 52.1 / Avg: 297.55 / Max: 322.1Min: 44.4 / Avg: 221.47 / Max: 231.7Min: 54.7 / Avg: 235.38 / Max: 241.1Min: 50.7 / Avg: 284.77 / Max: 299.4Min: 50.7 / Avg: 316.38 / Max: 366.5Min: 56.5 / Avg: 229.2 / Max: 236

LuxMark

OpenCL Device: GPU - Scene: Luxball HDR

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 970NVIDIA TITAN RTX10K20K30K40K50KSE +/- 231.35, N = 3SE +/- 1.33, N = 3SE +/- 3.61, N = 3SE +/- 40.83, N = 3SE +/- 51.10, N = 3SE +/- 5.17, N = 3SE +/- 11.86, N = 3SE +/- 10.84, N = 3SE +/- 2.00, N = 3SE +/- 15.90, N = 3SE +/- 15.76, N = 3SE +/- 82.86, N = 3SE +/- 10.84, N = 3SE +/- 105.08, N = 3463771728813220138331153312242296502168517289482516778423141171844164

LuxMark

OpenCL Device: GPU - Scene: Luxball HDR

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 970306090120150136.9169.0769.1679.8442.0986.54121.9590.5098.9023.8772.97131.4766.87

LuxMark

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.1GPU Temperature MonitorTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 9701632486480Min: 57 / Avg: 74.29 / Max: 77Min: 68 / Avg: 80.35 / Max: 83Min: 61 / Avg: 74.29 / Max: 77Min: 59 / Avg: 65.98 / Max: 68Min: 66 / Avg: 78.93 / Max: 81Min: 52 / Avg: 61.07 / Max: 63Min: 64 / Avg: 78.64 / Max: 81Min: 65 / Avg: 73.06 / Max: 75Min: 61 / Avg: 68.03 / Max: 70Min: 63 / Avg: 76.31 / Max: 77Min: 68 / Avg: 78.61 / Max: 80Min: 57 / Avg: 72.82 / Max: 75Min: 42 / Avg: 54.27 / Max: 56

LuxMark

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 97060120180240300Min: 184.5 / Avg: 338.75 / Max: 347.9Min: 54.6 / Avg: 250.3 / Max: 257.9Min: 48.3 / Avg: 191.15 / Max: 198.1Min: 43.5 / Avg: 173.25 / Max: 177.2Min: 50.5 / Avg: 273.99 / Max: 288.7Min: 40.9 / Avg: 141.45 / Max: 144.9Min: 49.4 / Avg: 243.13 / Max: 253.5Min: 47.7 / Avg: 239.62 / Max: 245.3Min: 44.3 / Avg: 174.82 / Max: 179.8Min: 54.7 / Avg: 202.18 / Max: 205.4Min: 53.1 / Avg: 229.94 / Max: 237.8Min: 181.3 / Avg: 321.85 / Max: 333.1Min: 47.3 / Avg: 175.22 / Max: 178.9

LuxMark

OpenCL Device: GPU - Scene: Microphone

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: MicrophoneTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 970NVIDIA TITAN RTX7K14K21K28K35KSE +/- 39.86, N = 3SE +/- 20.28, N = 3SE +/- 40.54, N = 3SE +/- 15.59, N = 3SE +/- 30.33, N = 3SE +/- 30.23, N = 3SE +/- 12.67, N = 3SE +/- 1.20, N = 3SE +/- 5.33, N = 3SE +/- 23.78, N = 3SE +/- 18.48, N = 3SE +/- 1.86, N = 3SE +/- 55.63, N = 3305281092989828732714569641985513732998033181110528476798329558

LuxMark

OpenCL Device: GPU - Scene: Microphone

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: MicrophoneTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 9702040608010090.4445.0347.3651.8427.4051.7881.9758.5859.8016.6047.6388.7645.62

LuxMark

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.1GPU Temperature MonitorTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 9701632486480Min: 65 / Avg: 75.76 / Max: 77Min: 70 / Avg: 80.18 / Max: 82Min: 66 / Avg: 75.1 / Max: 77Min: 60 / Avg: 65.1 / Max: 66Min: 69 / Avg: 77.45 / Max: 79Min: 55 / Avg: 59.7 / Max: 61Min: 68 / Avg: 78.74 / Max: 80Min: 65 / Avg: 72.74 / Max: 74Min: 61 / Avg: 67.15 / Max: 68Min: 70 / Avg: 76.4 / Max: 77Min: 70 / Avg: 78.82 / Max: 81Min: 63 / Avg: 73.96 / Max: 75Min: 48 / Avg: 54.41 / Max: 56

LuxMark

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 97060120180240300Min: 134 / Avg: 337.53 / Max: 344.3Min: 55 / Avg: 242.7 / Max: 250.6Min: 48.2 / Avg: 189.64 / Max: 194.3Min: 43.1 / Avg: 168.45 / Max: 171.2Min: 50.6 / Avg: 260.76 / Max: 277Min: 41 / Avg: 134.5 / Max: 137.4Min: 89.2 / Avg: 242.23 / Max: 250.6Min: 136.6 / Avg: 234.43 / Max: 239.4Min: 42.1 / Avg: 166.89 / Max: 170.5Min: 53.7 / Avg: 199.93 / Max: 208.6Min: 141.3 / Avg: 233.13 / Max: 237.6Min: 52.6 / Avg: 320.82 / Max: 326.8Min: 47.6 / Avg: 175.01 / Max: 177.8

LuxMark

OpenCL Device: GPU - Scene: Hotel

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: HotelTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 970NVIDIA TITAN RTX2K4K6K8K10KSE +/- 38.04, N = 3SE +/- 31.83, N = 3SE +/- 6.23, N = 3SE +/- 18.33, N = 3SE +/- 2.67, N = 3SE +/- 8.41, N = 3SE +/- 1.15, N = 3SE +/- 6.01, N = 3SE +/- 8.21, N = 3SE +/- 4.00, N = 3SE +/- 10.50, N = 3SE +/- 15.93, N = 3SE +/- 71.50, N = 29884413530343823219026576589558138778513879919127239401

LuxMark

OpenCL Device: GPU - Scene: Hotel

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: HotelTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 97071421283528.3815.0714.4219.257.8617.4325.3520.1919.944.1815.3427.6013.88

LuxMark

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.1GPU Temperature MonitorTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 9701632486480Min: 64 / Avg: 76.92 / Max: 79Min: 71 / Avg: 82.06 / Max: 84Min: 66 / Avg: 78.75 / Max: 80Min: 59 / Avg: 71.85 / Max: 74Min: 68 / Avg: 80.15 / Max: 82Min: 52 / Avg: 65.01 / Max: 67Min: 67 / Avg: 81.22 / Max: 83Min: 64 / Avg: 79.57 / Max: 82Min: 60 / Avg: 72.99 / Max: 75Min: 65 / Avg: 76.97 / Max: 78Min: 70 / Avg: 80.85 / Max: 83Min: 69 / Avg: 75.27 / Max: 77Min: 44 / Avg: 59.56 / Max: 61

LuxMark

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 97060120180240300Min: 51.9 / Avg: 348.23 / Max: 358Min: 54.9 / Avg: 274.3 / Max: 283.5Min: 48.3 / Avg: 210.38 / Max: 218.6Min: 41.3 / Avg: 198.56 / Max: 204.2Min: 62 / Avg: 278.61 / Max: 295.9Min: 44.6 / Avg: 152.45 / Max: 155.7Min: 48.7 / Avg: 259.96 / Max: 273.4Min: 52.6 / Avg: 276.43 / Max: 282.9Min: 86.5 / Avg: 194.45 / Max: 198.9Min: 53.1 / Avg: 203.67 / Max: 217.6Min: 52.3 / Avg: 252.9 / Max: 262.4Min: 57.5 / Avg: 333.06 / Max: 343.7Min: 103.6 / Avg: 196.12 / Max: 199.4

Mixbench

Benchmark: Single Precision

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Single PrecisionTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 9704K8K12K16K20KSE +/- 8.55, N = 3SE +/- 6.28, N = 3SE +/- 4.70, N = 3SE +/- 9.71, N = 3SE +/- 3.73, N = 3SE +/- 0.64, N = 3SE +/- 1.47, N = 3SE +/- 548.77, N = 3SE +/- 48.40, N = 3SE +/- 1.39, N = 3SE +/- 1.73, N = 3SE +/- 21.81, N = 3SE +/- 0.45, N = 3173246557471485704165439211029116056410253558601617541441. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

Mixbench

Benchmark: Double Precision

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Double PrecisionTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 970100200300400500SE +/- 8.49, N = 3SE +/- 0.20, N = 3SE +/- 0.54, N = 3SE +/- 1.76, N = 3SE +/- 0.28, N = 3SE +/- 0.36, N = 3SE +/- 2.01, N = 3SE +/- 19.15, N = 3SE +/- 0.29, N = 3SE +/- 0.11, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 0.60, N = 34602221592932461512924002231401974341371. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

NAMD CUDA

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.13ATPase Simulation - 327,506 AtomsTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 9700.45560.91121.36681.82242.278SE +/- 0.00154, N = 3SE +/- 0.00310, N = 3SE +/- 0.00050, N = 3SE +/- 0.00033, N = 3SE +/- 0.00335, N = 3SE +/- 0.00245, N = 3SE +/- 0.00151, N = 3SE +/- 0.00185, N = 3SE +/- 0.00143, N = 3SE +/- 0.00740, N = 3SE +/- 0.00149, N = 3SE +/- 0.00093, N = 3SE +/- 0.00115, N = 30.187730.268660.326510.208890.384760.314930.191730.199740.242832.024800.283800.188480.35624

NAMD CUDA

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterNAMD CUDA 2.13GPU Temperature MonitorTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 9701632486480Min: 54 / Avg: 58.93 / Max: 64Min: 69 / Avg: 76.22 / Max: 82Min: 65 / Avg: 74.6 / Max: 78Min: 61 / Avg: 65.14 / Max: 68Min: 69 / Avg: 75.17 / Max: 80Min: 51 / Avg: 59.4 / Max: 64Min: 67 / Avg: 69.38 / Max: 72Min: 65 / Avg: 68.86 / Max: 72Min: 60 / Avg: 64 / Max: 67Min: 65 / Avg: 74.48 / Max: 76Min: 69 / Avg: 74.67 / Max: 79Min: 61 / Avg: 64.29 / Max: 66Min: 44 / Avg: 55.64 / Max: 62

NAMD CUDA

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterNAMD CUDA 2.13System Power Consumption MonitorTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 97070140210280350Min: 52.4 / Avg: 209.26 / Max: 364.2Min: 52.6 / Avg: 316.4 / Max: 381.9Min: 48.1 / Avg: 265.81 / Max: 321.7Min: 43.3 / Avg: 235.74 / Max: 317.8Min: 51.9 / Avg: 330.2 / Max: 403Min: 41.6 / Avg: 209.4 / Max: 260.2Min: 48.5 / Avg: 263.5 / Max: 339.3Min: 53.4 / Avg: 280.69 / Max: 372.1Min: 169.7 / Avg: 243.01 / Max: 279.3Min: 51.5 / Avg: 264.88 / Max: 273.6Min: 52.5 / Avg: 302.56 / Max: 361.6Min: 50.7 / Avg: 249.46 / Max: 376Min: 47.7 / Avg: 247.44 / Max: 308.2

OctaneBench

Total Score

OpenBenchmarking.orgScore, More Is BetterOctaneBench 4.00Total ScoreTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 970NVIDIA TITAN RTX70140210280350321.00152.00111.00148.00109.0091.76220.39212.18133.1035.80143.72303.7196.71308.43

OctaneBench

Total Score

OpenBenchmarking.orgScore Per Watt, More Is BetterOctaneBench 4.00Total ScoreTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 9700.22950.4590.68850.9181.14751.020.660.660.920.430.800.960.940.900.200.671.010.63

OctaneBench

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterOctaneBench 4.00GPU Temperature MonitorTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 9701632486480Min: 37 / Avg: 71.03 / Max: 77Min: 49 / Avg: 78.6 / Max: 83Min: 42 / Avg: 70.42 / Max: 78Min: 40 / Avg: 64.51 / Max: 70Min: 50 / Avg: 77.49 / Max: 81Min: 37 / Avg: 56.47 / Max: 60Min: 38 / Avg: 75.21 / Max: 83Min: 45 / Avg: 71.21 / Max: 76Min: 38 / Avg: 62.99 / Max: 69Min: 46 / Avg: 73.49 / Max: 77Min: 46 / Avg: 76.56 / Max: 81Min: 34 / Avg: 68.08 / Max: 75Min: 34 / Avg: 53.66 / Max: 58

OctaneBench

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterOctaneBench 4.00System Power Consumption MonitorTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 97060120180240300Min: 46.6 / Avg: 315.28 / Max: 350Min: 54 / Avg: 230.17 / Max: 258.6Min: 47.5 / Avg: 168.73 / Max: 191.8Min: 41.9 / Avg: 161.36 / Max: 183Min: 51.7 / Avg: 254.01 / Max: 275.1Min: 40 / Avg: 115.29 / Max: 177Min: 77 / Avg: 230.22 / Max: 269.5Min: 64 / Avg: 226.55 / Max: 252.1Min: 41.6 / Avg: 148.64 / Max: 170Min: 52.5 / Avg: 182.48 / Max: 212.3Min: 51.2 / Avg: 214.75 / Max: 243.1Min: 45.3 / Avg: 299.31 / Max: 329.8Min: 46.7 / Avg: 153.05 / Max: 214.5

Parboil

Test: OpenCL TPACF

OpenBenchmarking.orgSeconds, Fewer Is BetterParboil 2.5Test: OpenCL TPACFTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 9701.02832.05663.08494.11325.1415SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.20, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 30.631.361.411.063.291.410.880.771.084.571.390.641.541. (CXX) g++ options: -lm -lpthread -lgomp -O3 -ffast-math -fopenmp

Parboil

Test: OpenCL LBM

OpenBenchmarking.orgSeconds, Fewer Is BetterParboil 2.5Test: OpenCL LBMTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 97020406080100SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 34.9813.4820.1322.2626.4519.737.2714.1614.9080.3214.055.4321.901. (CXX) g++ options: -lm -lpthread -lgomp -O3 -ffast-math -fopenmp

Rodinia

Test: OpenCL Particle Filter

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenCL Particle FilterTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 970510152025SE +/- 0.07, N = 3SE +/- 0.16, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 34.269.0311.806.5415.0612.036.174.978.3022.6010.224.4513.301. (CXX) g++ options: -O2 -lOpenCL

System Power Consumption Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 97070140210280350Min: 45.6 / Avg: 254.52 / Max: 364.2Min: 50.9 / Avg: 233.27 / Max: 381.9Min: 46.3 / Avg: 185.06 / Max: 322.4Min: 41 / Avg: 172.69 / Max: 317.8Min: 48.8 / Avg: 259.55 / Max: 403Min: 39.8 / Avg: 138.9 / Max: 260.2Min: 43.9 / Avg: 216.88 / Max: 339.3Min: 47.7 / Avg: 225.64 / Max: 372.1Min: 41.6 / Avg: 170.61 / Max: 279.3Min: 50.3 / Avg: 203.09 / Max: 273.6Min: 48.1 / Avg: 227.73 / Max: 361.6Min: 45 / Avg: 279.87 / Max: 376Min: 46.7 / Avg: 179.09 / Max: 308.2

Phoronix Test Suite v10.8.5