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&sro.

NVIDIA TITAN RTX ComputeProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200GTX 1060GTX 1070GTX 1080GTX 1080 TiRTX 2080RTX 2080 TiTITAN RTXNVIDIA 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 GeForce GTX 680 2GB (1006/3004MHz)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 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 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- 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 performanceOpenCL 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: 4608Python 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 3.6.7Security 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 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 FilterGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200GTX 1060GTX 1070GTX 1080GTX 1080 TiRTX 2080RTX 2080 TiTITAN RTXNVIDIA TITAN RTX1415587.323.1942.041.684825331885125351402.0248035.804.5780.3222.602639635.303.4673.352.72115337145219041652460.384761093.2926.4515.0614311384.493.1090.442.75117187983272341441370.3562496.711.5421.9013.3016413023.953.061013.01132208982303447141590.326511111.4120.1311.8026416163.271.52114.293.531677811105387958601970.28380143.721.3914.0510.2226317833.111.361213.751728810929413565572220.268661521.3613.489.0314712953.651.31102.902.97122426964265743921510.3149391.761.4119.7312.0319616842.871.10140.293.77172899980387764102230.24283133.101.0814.908.3022224502.721.121554.29138338732382385702930.208891481.0622.266.5432933662.271.02197.705.1821685137325581116054000.19974212.180.7714.164.97368101991.880.80236.545.9529650198556589110292920.19173220.390.887.276.17505148401.620.73294.396.6542314284769191161754340.18848303.710.645.434.45528153981.610.732976.4246377305289884173244600.187733210.634.984.260.400.4786.7544164295589401308.43OpenBenchmarking.org

clpeak

OpenCL Test: Global Memory Bandwidth

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthGTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200RTX 2080RTX 2080 TiTITAN RTX110220330440550SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.70, N = 3SE +/- 0.11, N = 3SE +/- 0.13, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.26, N = 3SE +/- 0.23, N = 3SE +/- 0.74, N = 3SE +/- 1.05, N = 3147196222329141263143164264263368505528

clpeak

OpenCL Test: Integer Compute INT

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTGTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200RTX 2080RTX 2080 TiTITAN RTX3K6K9K12K15KSE +/- 2.40, N = 3SE +/- 18.17, N = 3SE +/- 11.35, N = 3SE +/- 18.09, N = 3SE +/- 1.19, N = 3SE +/- 16.34, N = 3SE +/- 18.00, N = 3SE +/- 6.22, N = 3SE +/- 21.99, N = 3SE +/- 23.76, N = 3SE +/- 652.84, N = 3SE +/- 697.03, N = 3SE +/- 1168.75, N = 312951684245033665589631138130216161783101991484015398

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: OpenCLGTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200RTX 2080RTX 2080 TiTITAN RTX246810SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 33.652.872.722.277.325.304.493.953.273.111.881.621.61

Darktable

Test: Server Room - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.2Test: Server Room - Acceleration: OpenCLGTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200RTX 2080RTX 2080 TiTITAN 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 = 31.311.101.121.023.193.463.103.061.521.360.800.730.73

FAHBench

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2GTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200NVIDIA TITAN RTXRTX 2080RTX 2080 TiTITAN RTX60120180240300SE +/- 0.06, N = 3SE +/- 0.15, N = 3SE +/- 0.15, N = 3SE +/- 0.16, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.13, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.86, N = 3SE +/- 0.23, N = 3SE +/- 0.29, N = 3SE +/- 0.64, N = 3102.90140.29155.00197.7042.0473.3590.44101.00114.29121.0086.75236.54294.39297.00

FAHBench

OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterFAHBench 2.3.2GTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200RTX 2080RTX 2080 TiTITAN RTX0.30830.61660.92491.23321.54150.850.971.001.050.260.340.620.650.610.641.311.371.37

FAHBench

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterFAHBench 2.3.2GPU Temperature MonitorGTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200RTX 2080RTX 2080 TiTITAN RTX1530456075Min: 41 / Avg: 51.72 / Max: 61Min: 48 / Avg: 58.17 / Max: 67Min: 47 / Avg: 58.51 / Max: 67Min: 50 / Avg: 61.9 / Max: 72Min: 58 / Avg: 68.78 / Max: 76Min: 55 / Avg: 66.7 / Max: 76Min: 36 / Avg: 47.03 / Max: 55Min: 53 / Avg: 63.19 / Max: 72Min: 59 / Avg: 69.03 / Max: 77Min: 58 / Avg: 69.48 / Max: 79Min: 48 / Avg: 64 / Max: 76Min: 44 / Avg: 56.67 / Max: 67Min: 40 / Avg: 54.98 / Max: 67

FAHBench

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterFAHBench 2.3.2System Power Consumption MonitorGTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200RTX 2080RTX 2080 TiTITAN RTX60120180240300Min: 40.5 / Avg: 120.84 / Max: 154.8Min: 70.3 / Avg: 144.57 / Max: 189.2Min: 42.2 / Avg: 154.69 / Max: 203.6Min: 48.4 / Avg: 187.72 / Max: 258.3Min: 85.3 / Avg: 161.55 / Max: 208.9Min: 74.2 / Avg: 213.5 / Max: 287.5Min: 71.9 / Avg: 147.03 / Max: 186.3Min: 71.8 / Avg: 154.93 / Max: 207.1Min: 77.5 / Avg: 186.46 / Max: 236.1Min: 79.2 / Avg: 188.72 / Max: 251.2Min: 44.3 / Avg: 180.63 / Max: 260.2Min: 48.3 / Avg: 215.05 / Max: 315.1Min: 71.5 / Avg: 216.97 / Max: 307.4

GPU Temperature Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringGTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200RTX 2080RTX 2080 TiTITAN RTX1632486480Min: 35 / Avg: 58.54 / Max: 68Min: 32 / Avg: 65.36 / Max: 75Min: 33 / Avg: 64.13 / Max: 75Min: 37 / Avg: 69.67 / Max: 82Min: 39 / Avg: 74.35 / Max: 80Min: 41 / Avg: 74.8 / Max: 83Min: 31 / Avg: 54.51 / Max: 63Min: 35 / Avg: 71.02 / Max: 81Min: 35 / Avg: 76 / Max: 83Min: 41 / Avg: 75.99 / Max: 84Min: 36 / Avg: 72.15 / Max: 83Min: 34 / Avg: 67.03 / Max: 77Min: 35 / Avg: 64.14 / Max: 79

GROMACS

Water Benchmark

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2018.3Water BenchmarkGTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200RTX 2080RTX 2080 TiTITAN RTX246810SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, 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 +/- 0.02, N = 3SE +/- 0.02, N = 32.973.774.295.181.682.722.753.013.533.755.956.656.421. (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 BenchmarkGTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200RTX 2080RTX 2080 TiTITAN RTX0.00450.0090.01350.0180.02250.020.020.020.020.010.010.010.010.010.010.020.020.02

GROMACS

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterGROMACS 2018.3GPU Temperature MonitorGTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200RTX 2080RTX 2080 TiTITAN RTX1632486480Min: 55 / Avg: 66.01 / Max: 68Min: 63 / Avg: 70.08 / Max: 72Min: 64 / Avg: 72.7 / Max: 75Min: 67 / Avg: 75.12 / Max: 78Min: 63 / Avg: 78.24 / Max: 80Min: 68 / Avg: 81.06 / Max: 83Min: 46 / Avg: 61.09 / Max: 63Min: 65 / Avg: 78.37 / Max: 81Min: 68 / Avg: 80.28 / Max: 82Min: 68 / Avg: 81.08 / Max: 83Min: 67 / Avg: 76.94 / Max: 80Min: 63 / Avg: 67.33 / Max: 69Min: 34 / Avg: 59.53 / Max: 68

GROMACS

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterGROMACS 2018.3System Power Consumption MonitorGTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200RTX 2080RTX 2080 TiTITAN RTX70140210280350Min: 41.1 / Avg: 191.64 / Max: 197.1Min: 44.4 / Avg: 221.47 / Max: 231.7Min: 45.9 / Avg: 247.86 / Max: 260.3Min: 52.1 / Avg: 297.55 / Max: 322.1Min: 54.7 / Avg: 235.38 / Max: 241.1Min: 51.7 / Avg: 328.69 / Max: 347.1Min: 56.5 / Avg: 229.2 / Max: 236Min: 64.6 / Avg: 246.99 / Max: 257.2Min: 50.7 / Avg: 284.77 / Max: 299.4Min: 54.9 / Avg: 305.56 / Max: 321.8Min: 48.7 / Avg: 283.1 / Max: 311.1Min: 50.7 / Avg: 316.38 / Max: 366.5Min: 52 / Avg: 315.63 / Max: 367.3

LuxMark

OpenCL Device: GPU - Scene: Luxball HDR

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRGTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200NVIDIA TITAN RTXRTX 2080RTX 2080 TiTITAN RTX10K20K30K40K50KSE +/- 5.17, N = 3SE +/- 2.00, N = 3SE +/- 40.83, N = 3SE +/- 10.84, N = 3SE +/- 15.90, N = 3SE +/- 51.10, N = 3SE +/- 10.84, N = 3SE +/- 3.61, N = 3SE +/- 15.76, N = 3SE +/- 1.33, N = 3SE +/- 105.08, N = 3SE +/- 11.86, N = 3SE +/- 82.86, N = 3SE +/- 231.35, N = 3122421728913833216854825115331171813220167781728844164296504231446377

LuxMark

OpenCL Device: GPU - Scene: Luxball HDR

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRGTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200RTX 2080RTX 2080 TiTITAN RTX30609012015086.5498.9079.8490.5023.8742.0966.8769.1672.9769.07121.95131.47136.91

LuxMark

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.1GPU Temperature MonitorGTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200RTX 2080RTX 2080 TiTITAN RTX1632486480Min: 52 / Avg: 61.07 / Max: 63Min: 61 / Avg: 68.03 / Max: 70Min: 59 / Avg: 65.98 / Max: 68Min: 65 / Avg: 73.06 / Max: 75Min: 63 / Avg: 76.31 / Max: 77Min: 66 / Avg: 78.93 / Max: 81Min: 42 / Avg: 54.27 / Max: 56Min: 61 / Avg: 74.29 / Max: 77Min: 68 / Avg: 78.61 / Max: 80Min: 68 / Avg: 80.35 / Max: 83Min: 64 / Avg: 78.64 / Max: 81Min: 57 / Avg: 72.82 / Max: 75Min: 57 / Avg: 74.29 / Max: 77

LuxMark

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorGTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200RTX 2080RTX 2080 TiTITAN RTX60120180240300Min: 40.9 / Avg: 141.45 / Max: 144.9Min: 44.3 / Avg: 174.82 / Max: 179.8Min: 43.5 / Avg: 173.25 / Max: 177.2Min: 47.7 / Avg: 239.62 / Max: 245.3Min: 54.7 / Avg: 202.18 / Max: 205.4Min: 50.5 / Avg: 273.99 / Max: 288.7Min: 47.3 / Avg: 175.22 / Max: 178.9Min: 48.3 / Avg: 191.15 / Max: 198.1Min: 53.1 / Avg: 229.94 / Max: 237.8Min: 54.6 / Avg: 250.3 / Max: 257.9Min: 49.4 / Avg: 243.13 / Max: 253.5Min: 181.3 / Avg: 321.85 / Max: 333.1Min: 184.5 / Avg: 338.75 / Max: 347.9

LuxMark

OpenCL Device: GPU - Scene: Microphone

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: MicrophoneGTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200NVIDIA TITAN RTXRTX 2080RTX 2080 TiTITAN RTX7K14K21K28K35KSE +/- 1.20, N = 3SE +/- 15.59, N = 3SE +/- 12.67, N = 3SE +/- 5.33, N = 3SE +/- 30.33, N = 3SE +/- 1.86, N = 3SE +/- 40.54, N = 3SE +/- 23.78, N = 3SE +/- 20.28, N = 3SE +/- 55.63, N = 3SE +/- 30.23, N = 3SE +/- 18.48, N = 3SE +/- 39.86, N = 3696499808732137323318714579838982111051092929558198552847630528

LuxMark

OpenCL Device: GPU - Scene: Microphone

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: MicrophoneGTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200RTX 2080RTX 2080 TiTITAN RTX2040608010051.7859.8051.8458.5816.6027.4045.6247.3647.6345.0381.9788.7690.44

LuxMark

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.1GPU Temperature MonitorGTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200RTX 2080RTX 2080 TiTITAN RTX1632486480Min: 55 / Avg: 59.7 / Max: 61Min: 61 / Avg: 67.15 / Max: 68Min: 60 / Avg: 65.1 / Max: 66Min: 65 / Avg: 72.74 / Max: 74Min: 70 / Avg: 76.4 / Max: 77Min: 69 / Avg: 77.45 / Max: 79Min: 48 / Avg: 54.41 / Max: 56Min: 66 / Avg: 75.1 / Max: 77Min: 70 / Avg: 78.82 / Max: 81Min: 70 / Avg: 80.18 / Max: 82Min: 68 / Avg: 78.74 / Max: 80Min: 63 / Avg: 73.96 / Max: 75Min: 65 / Avg: 75.76 / Max: 77

LuxMark

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorGTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200RTX 2080RTX 2080 TiTITAN RTX60120180240300Min: 41 / Avg: 134.5 / Max: 137.4Min: 42.1 / Avg: 166.89 / Max: 170.5Min: 43.1 / Avg: 168.45 / Max: 171.2Min: 136.6 / Avg: 234.43 / Max: 239.4Min: 53.7 / Avg: 199.93 / Max: 208.6Min: 50.6 / Avg: 260.76 / Max: 277Min: 47.6 / Avg: 175.01 / Max: 177.8Min: 48.2 / Avg: 189.64 / Max: 194.3Min: 141.3 / Avg: 233.13 / Max: 237.6Min: 55 / Avg: 242.7 / Max: 250.6Min: 89.2 / Avg: 242.23 / Max: 250.6Min: 52.6 / Avg: 320.82 / Max: 326.8Min: 134 / Avg: 337.53 / Max: 344.3

LuxMark

OpenCL Device: GPU - Scene: Hotel

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: HotelGTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200NVIDIA TITAN RTXRTX 2080RTX 2080 TiTITAN RTX2K4K6K8K10KSE +/- 8.41, N = 3SE +/- 8.21, N = 3SE +/- 18.33, N = 3SE +/- 6.01, N = 3SE +/- 4.00, N = 3SE +/- 2.67, N = 3SE +/- 6.23, N = 3SE +/- 10.50, N = 3SE +/- 31.83, N = 3SE +/- 71.50, N = 2SE +/- 1.15, N = 3SE +/- 15.93, N = 3SE +/- 38.04, N = 32657387738235581851219027233034387941359401658991919884

LuxMark

OpenCL Device: GPU - Scene: Hotel

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: HotelGTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200RTX 2080RTX 2080 TiTITAN RTX71421283517.4319.9419.2520.194.187.8613.8814.4215.3415.0725.3527.6028.38

LuxMark

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.1GPU Temperature MonitorGTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200RTX 2080RTX 2080 TiTITAN RTX1632486480Min: 52 / Avg: 65.01 / Max: 67Min: 60 / Avg: 72.99 / Max: 75Min: 59 / Avg: 71.85 / Max: 74Min: 64 / Avg: 79.57 / Max: 82Min: 65 / Avg: 76.97 / Max: 78Min: 68 / Avg: 80.15 / Max: 82Min: 44 / Avg: 59.56 / Max: 61Min: 66 / Avg: 78.75 / Max: 80Min: 70 / Avg: 80.85 / Max: 83Min: 71 / Avg: 82.06 / Max: 84Min: 67 / Avg: 81.22 / Max: 83Min: 69 / Avg: 75.27 / Max: 77Min: 64 / Avg: 76.92 / Max: 79

LuxMark

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorGTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200RTX 2080RTX 2080 TiTITAN RTX60120180240300Min: 44.6 / Avg: 152.45 / Max: 155.7Min: 86.5 / Avg: 194.45 / Max: 198.9Min: 41.3 / Avg: 198.56 / Max: 204.2Min: 52.6 / Avg: 276.43 / Max: 282.9Min: 53.1 / Avg: 203.67 / Max: 217.6Min: 62 / Avg: 278.61 / Max: 295.9Min: 103.6 / Avg: 196.12 / Max: 199.4Min: 48.3 / Avg: 210.38 / Max: 218.6Min: 52.3 / Avg: 252.9 / Max: 262.4Min: 54.9 / Avg: 274.3 / Max: 283.5Min: 48.7 / Avg: 259.96 / Max: 273.4Min: 57.5 / Avg: 333.06 / Max: 343.7Min: 51.9 / Avg: 348.23 / Max: 358

Mixbench

Benchmark: Single Precision

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Single PrecisionGTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200RTX 2080RTX 2080 TiTITAN RTX4K8K12K16K20KSE +/- 0.64, N = 3SE +/- 48.40, N = 3SE +/- 9.71, N = 3SE +/- 548.77, N = 3SE +/- 1.39, N = 3SE +/- 3.73, N = 3SE +/- 0.45, N = 3SE +/- 4.70, N = 3SE +/- 1.73, N = 3SE +/- 6.28, N = 3SE +/- 1.47, N = 3SE +/- 21.81, N = 3SE +/- 8.55, N = 3439264108570116052535416541444714586065571102916175173241. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

Mixbench

Benchmark: Double Precision

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Double PrecisionGTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200RTX 2080RTX 2080 TiTITAN RTX100200300400500SE +/- 0.36, N = 3SE +/- 0.29, N = 3SE +/- 1.76, N = 3SE +/- 19.15, N = 3SE +/- 0.11, N = 3SE +/- 0.28, N = 3SE +/- 0.60, N = 3SE +/- 0.54, N = 3SE +/- 0.11, N = 3SE +/- 0.20, N = 3SE +/- 2.01, N = 3SE +/- 0.06, N = 3SE +/- 8.49, N = 31512232934001402461371591972222924344601. (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 AtomsGTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200RTX 2080RTX 2080 TiTITAN RTX0.45560.91121.36681.82242.278SE +/- 0.00245, N = 3SE +/- 0.00143, N = 3SE +/- 0.00033, N = 3SE +/- 0.00185, N = 3SE +/- 0.00740, N = 3SE +/- 0.00335, N = 3SE +/- 0.00115, N = 3SE +/- 0.00050, N = 3SE +/- 0.00149, N = 3SE +/- 0.00310, N = 3SE +/- 0.00151, N = 3SE +/- 0.00093, N = 3SE +/- 0.00154, N = 30.314930.242830.208890.199742.024800.384760.356240.326510.283800.268660.191730.188480.18773

NAMD CUDA

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterNAMD CUDA 2.13GPU Temperature MonitorGTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200RTX 2080RTX 2080 TiTITAN RTX1632486480Min: 51 / Avg: 59.4 / Max: 64Min: 60 / Avg: 64 / Max: 67Min: 61 / Avg: 65.14 / Max: 68Min: 65 / Avg: 68.86 / Max: 72Min: 65 / Avg: 74.48 / Max: 76Min: 69 / Avg: 75.17 / Max: 80Min: 44 / Avg: 55.64 / Max: 62Min: 65 / Avg: 74.6 / Max: 78Min: 69 / Avg: 74.67 / Max: 79Min: 69 / Avg: 76.22 / Max: 82Min: 67 / Avg: 69.38 / Max: 72Min: 61 / Avg: 64.29 / Max: 66Min: 54 / Avg: 58.93 / Max: 64

NAMD CUDA

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterNAMD CUDA 2.13System Power Consumption MonitorGTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200RTX 2080RTX 2080 TiTITAN RTX70140210280350Min: 41.6 / Avg: 209.4 / Max: 260.2Min: 169.7 / Avg: 243.01 / Max: 279.3Min: 43.3 / Avg: 235.74 / Max: 317.8Min: 53.4 / Avg: 280.69 / Max: 372.1Min: 51.5 / Avg: 264.88 / Max: 273.6Min: 51.9 / Avg: 330.2 / Max: 403Min: 47.7 / Avg: 247.44 / Max: 308.2Min: 48.1 / Avg: 265.81 / Max: 321.7Min: 52.5 / Avg: 302.56 / Max: 361.6Min: 52.6 / Avg: 316.4 / Max: 381.9Min: 48.5 / Avg: 263.5 / Max: 339.3Min: 50.7 / Avg: 249.46 / Max: 376Min: 52.4 / Avg: 209.26 / Max: 364.2

OctaneBench

Total Score

OpenBenchmarking.orgScore, More Is BetterOctaneBench 4.00Total ScoreGTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200NVIDIA TITAN RTXRTX 2080RTX 2080 TiTITAN RTX7014021028035091.76133.10148.00212.1835.80109.0096.71111.00143.72152.00308.43220.39303.71321.00

OctaneBench

Total Score

OpenBenchmarking.orgScore Per Watt, More Is BetterOctaneBench 4.00Total ScoreGTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200RTX 2080RTX 2080 TiTITAN RTX0.22950.4590.68850.9181.14750.800.900.920.940.200.430.630.660.670.660.961.011.02

OctaneBench

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterOctaneBench 4.00GPU Temperature MonitorGTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200RTX 2080RTX 2080 TiTITAN RTX1632486480Min: 37 / Avg: 56.47 / Max: 60Min: 38 / Avg: 62.99 / Max: 69Min: 40 / Avg: 64.51 / Max: 70Min: 45 / Avg: 71.21 / Max: 76Min: 46 / Avg: 73.49 / Max: 77Min: 50 / Avg: 77.49 / Max: 81Min: 34 / Avg: 53.66 / Max: 58Min: 42 / Avg: 70.42 / Max: 78Min: 46 / Avg: 76.56 / Max: 81Min: 49 / Avg: 78.6 / Max: 83Min: 38 / Avg: 75.21 / Max: 83Min: 34 / Avg: 68.08 / Max: 75Min: 37 / Avg: 71.03 / Max: 77

OctaneBench

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterOctaneBench 4.00System Power Consumption MonitorGTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200RTX 2080RTX 2080 TiTITAN RTX60120180240300Min: 40 / Avg: 115.29 / Max: 177Min: 41.6 / Avg: 148.64 / Max: 170Min: 41.9 / Avg: 161.36 / Max: 183Min: 64 / Avg: 226.55 / Max: 252.1Min: 52.5 / Avg: 182.48 / Max: 212.3Min: 51.7 / Avg: 254.01 / Max: 275.1Min: 46.7 / Avg: 153.05 / Max: 214.5Min: 47.5 / Avg: 168.73 / Max: 191.8Min: 51.2 / Avg: 214.75 / Max: 243.1Min: 54 / Avg: 230.17 / Max: 258.6Min: 77 / Avg: 230.22 / Max: 269.5Min: 45.3 / Avg: 299.31 / Max: 329.8Min: 46.6 / Avg: 315.28 / Max: 350

Parboil

Test: OpenCL TPACF

OpenBenchmarking.orgSeconds, Fewer Is BetterParboil 2.5Test: OpenCL TPACFGTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200RTX 2080RTX 2080 TiTITAN RTX1.02832.05663.08494.11325.1415SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.20, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 31.411.081.060.774.573.291.541.411.391.360.880.640.631. (CXX) g++ options: -lm -lpthread -lgomp -O3 -ffast-math -fopenmp

Parboil

Test: OpenCL LBM

OpenBenchmarking.orgSeconds, Fewer Is BetterParboil 2.5Test: OpenCL LBMGTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200RTX 2080RTX 2080 TiTITAN RTX20406080100SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 319.7314.9022.2614.1680.3226.4521.9020.1314.0513.487.275.434.981. (CXX) g++ options: -lm -lpthread -lgomp -O3 -ffast-math -fopenmp

Rodinia

Test: OpenCL Particle Filter

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenCL Particle FilterGTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200RTX 2080RTX 2080 TiTITAN RTX510152025SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.16, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 312.038.306.544.9722.6015.0613.3011.8010.229.036.174.454.261. (CXX) g++ options: -O2 -lOpenCL

System Power Consumption Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringGTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200RTX 2080RTX 2080 TiTITAN RTX70140210280350Min: 39.8 / Avg: 138.9 / Max: 260.2Min: 41.6 / Avg: 170.61 / Max: 279.3Min: 41 / Avg: 172.69 / Max: 317.8Min: 47.7 / Avg: 225.64 / Max: 372.1Min: 50.3 / Avg: 203.09 / Max: 273.6Min: 48.8 / Avg: 259.55 / Max: 403Min: 46.7 / Avg: 179.09 / Max: 308.2Min: 46.3 / Avg: 185.06 / Max: 322.4Min: 48.1 / Avg: 227.73 / Max: 361.6Min: 50.9 / Avg: 233.27 / Max: 381.9Min: 43.9 / Avg: 216.88 / Max: 339.3Min: 45 / Avg: 279.87 / Max: 376Min: 45.6 / Avg: 254.52 / Max: 364.2

Phoronix Test Suite v10.8.5