NVIDIA TITAN RTX Compute

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
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Result
Identifier
Performance Per
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Date
Run
  Test
  Duration
GTX 680
December 23 2018
  1 Hour, 5 Minutes
GTX 780 Ti
December 22 2018
  49 Minutes
GTX 970
December 23 2018
  49 Minutes
GTX 980
December 22 2018
  47 Minutes
GTX 980 Ti
December 23 2018
  45 Minutes
GTX TITAN X GM200
December 22 2018
  45 Minutes
GTX 1060
December 23 2018
  47 Minutes
GTX 1070
December 23 2018
  44 Minutes
GTX 1080
December 22 2018
  43 Minutes
GTX 1080 Ti
December 23 2018
  41 Minutes
RTX 2080
December 23 2018
  40 Minutes
RTX 2080 Ti
December 23 2018
  39 Minutes
TITAN RTX
December 22 2018
  40 Minutes
NVIDIA TITAN RTX
January 22 2019
  33 Minutes
Invert Behavior (Only Show Selected Data)
  45 Minutes

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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

TITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 970NVIDIA TITAN RTXResult OverviewPhoronix Test Suite100%327%555%782%1009%OctaneBenchFAHBenchLuxMark

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

Clpeak is designed to test the peak capabilities of OpenCL devices. Learn more via the OpenBenchmarking.org test page.

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

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

Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

FAHBench is a Folding@Home benchmark on the GPU. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

The CUDA version of the Gromacs molecular dynamics package. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

LuxMark is a multi-platform OpenGL benchmark using LuxRender. LuxMark supports targeting different OpenCL devices and has multiple scenes available for rendering. LuxMark is a fully open-source OpenCL program with real-world rendering examples. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

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

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

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

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

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

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

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

A benchmark suite for GPUs on mixed operational intensity kernels. Learn more via the OpenBenchmarking.org test page.

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

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

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. This version of the NAMD test profile uses CUDA GPU acceleration. Learn more via the OpenBenchmarking.org test page.

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

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

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

OctaneBench is a test of the OctaneRender on the GPU and requires the use of NVIDIA CUDA. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

The Parboil Benchmarks from the IMPACT Research Group at University of Illinois are a set of throughput computing applications for looking at computing architecture and compilers. Parboil test-cases support OpenMP, OpenCL, and CUDA multi-processing environments. However, at this time the test profile is just making use of the OpenMP and OpenCL test workloads. Learn more via the OpenBenchmarking.org test page.

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

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

Rodinia is a suite focused upon accelerating compute-intensive applications with accelerators. CUDA, OpenMP, and OpenCL parallel models are supported by the included applications. This profile utilizes the OpenCL and OpenMP test binaries at the moment. Learn more via the OpenBenchmarking.org test page.

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

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