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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CPU Massive 3 Tests
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NVIDIA GPU Compute 5 Tests
OpenCL 4 Tests
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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
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  45 Minutes

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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

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

NVIDIA TITAN RTX Computedarktable: Boat - OpenCLdarktable: Server Room - OpenCLclpeak: Global Memory Bandwidthclpeak: Integer Compute INTdarktable: Boat - OpenCLparboil: OpenCL TPACFparboil: OpenCL LBMrodinia: OpenCL Particle Filtergromacs-gpu: Water Benchmarkdarktable: Server Room - OpenCLfahbench: mixbench: Single Precisionmixbench: Double Precisionnamd-cuda: ATPase Simulation - 327,506 Atomsoctanebench: Total Scoreluxmark: GPU - Luxball HDRluxmark: GPU - Microphoneluxmark: GPU - HotelGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200GTX 1060GTX 1070GTX 1080GTX 1080 TiRTX 2080RTX 2080 TiTITAN RTXNVIDIA TITAN RTX1415587.324.5780.3222.601.683.1942.0425351402.0248035.80482533188512639635.303.2926.4515.062.723.4673.3541652460.38476109115337145219014311384.491.5421.9013.302.753.1090.4441441370.3562496.71117187983272316413023.951.4120.1311.803.013.0610147141590.32651111132208982303426416163.271.3914.0510.223.531.52114.2958601970.28380143.721677811105387926317833.111.3613.489.033.751.3612165572220.268661521728810929413514712953.651.4119.7312.032.971.31102.9043921510.3149391.76122426964265719616842.871.0814.908.303.771.10140.2964102230.24283133.10172899980387722224502.721.0622.266.544.291.1215585702930.20889148138338732382332933662.270.7714.164.975.181.02197.70116054000.19974212.1821685137325581368101991.880.887.276.175.950.80236.54110292920.19173220.3929650198556589505148401.620.645.434.456.650.73294.39161754340.18848303.7142314284769191528153981.610.634.984.266.420.73297173244600.18773321463773052898840.400.4786.75308.4344164295589401OpenBenchmarking.org

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

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 RTXRTX 2080 TiRTX 2080GTX 1080 TiGTX 980 TiGTX TITAN X GM200GTX 780 TiGTX 1080GTX 1070GTX 980GTX 1060GTX 970GTX 680110220330440550SE +/- 1.05, N = 3SE +/- 0.74, N = 3SE +/- 0.23, N = 3SE +/- 0.70, N = 3SE +/- 0.01, N = 3SE +/- 0.26, N = 3SE +/- 0.13, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.11, N = 3528505368329264263263222196164147143141

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTTITAN RTXRTX 2080 TiRTX 2080GTX 1080 TiGTX 1080GTX TITAN X GM200GTX 1070GTX 980 TiGTX 980GTX 1060GTX 970GTX 780 TiGTX 6803K6K9K12K15KSE +/- 1168.75, N = 3SE +/- 697.03, N = 3SE +/- 652.84, N = 3SE +/- 18.09, N = 3SE +/- 11.35, N = 3SE +/- 23.76, N = 3SE +/- 18.17, N = 3SE +/- 21.99, N = 3SE +/- 6.22, N = 3SE +/- 2.40, N = 3SE +/- 18.00, N = 3SE +/- 16.34, N = 3SE +/- 1.19, N = 315398148401019933662450178316841616130212951138963558

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 2.4.2Test: Boat - Acceleration: OpenCLTITAN RTXRTX 2080 TiRTX 2080GTX 1080 TiGTX 1080GTX 1070GTX TITAN X GM200GTX 980 TiGTX 1060GTX 980GTX 970GTX 780 TiGTX 680246810SE +/- 0.01, 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 +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 31.611.621.882.272.722.873.113.273.653.954.495.307.32

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 RTXRTX 2080 TiGTX 1080 TiRTX 2080GTX 1080GTX 1070GTX TITAN X GM200GTX 980 TiGTX 980GTX 1060GTX 970GTX 780 TiGTX 6801.02832.05663.08494.11325.1415SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.20, N = 3SE +/- 0.03, N = 30.630.640.770.881.061.081.361.391.411.411.543.294.571. (CXX) g++ options: -lm -lpthread -lgomp -O3 -ffast-math -fopenmp

OpenBenchmarking.orgSeconds, Fewer Is BetterParboil 2.5Test: OpenCL LBMTITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 1080 TiGTX 1070GTX 1060GTX 980GTX 970GTX 1080GTX 780 TiGTX 68020406080100SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 34.985.437.2713.4814.0514.1614.9019.7320.1321.9022.2626.4580.321. (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 RTXRTX 2080 TiGTX 1080 TiRTX 2080GTX 1080GTX 1070GTX TITAN X GM200GTX 980 TiGTX 980GTX 1060GTX 970GTX 780 TiGTX 680510152025SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.16, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 34.264.454.976.176.548.309.0310.2211.8012.0313.3015.0622.601. (CXX) g++ options: -O2 -lOpenCL

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 BenchmarkRTX 2080 TiTITAN RTXRTX 2080GTX 1080 TiGTX 1080GTX 1070GTX TITAN X GM200GTX 980 TiGTX 980GTX 1060GTX 970GTX 780 TiGTX 680246810SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, 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 +/- 0.00, N = 36.656.425.955.184.293.773.753.533.012.972.752.721.681. (CXX) g++ options: -march=core-avx2 -std=c++11 -O3 -funroll-all-loops -fopenmp -lpthread -ldl -lrt -lm

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 2.4.2Test: Server Room - Acceleration: OpenCLRTX 2080 TiTITAN RTXRTX 2080GTX 1080 TiGTX 1070GTX 1080GTX 1060GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 680GTX 780 Ti0.77851.5572.33553.1143.8925SE +/- 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 = 30.730.730.801.021.101.121.311.361.523.063.103.193.46

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 RTXRTX 2080 TiRTX 2080GTX 1080 TiGTX 1080GTX 1070GTX TITAN X GM200GTX 980 TiGTX 1060GTX 980GTX 970NVIDIA TITAN RTXGTX 780 TiGTX 68060120180240300SE +/- 0.64, N = 3SE +/- 0.29, N = 3SE +/- 0.23, N = 3SE +/- 0.16, N = 3SE +/- 0.15, N = 3SE +/- 0.15, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.13, N = 3SE +/- 0.03, N = 3SE +/- 0.86, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3297.00294.39236.54197.70155.00140.29121.00114.29102.90101.0090.4486.7573.3542.04

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 RTXRTX 2080 TiGTX 1080 TiRTX 2080GTX 1080GTX TITAN X GM200GTX 1070GTX 980 TiGTX 980GTX 1060GTX 780 TiGTX 970GTX 6804K8K12K16K20KSE +/- 8.55, N = 3SE +/- 21.81, N = 3SE +/- 548.77, N = 3SE +/- 1.47, N = 3SE +/- 9.71, N = 3SE +/- 6.28, N = 3SE +/- 48.40, N = 3SE +/- 1.73, N = 3SE +/- 4.70, N = 3SE +/- 0.64, N = 3SE +/- 3.73, N = 3SE +/- 0.45, N = 3SE +/- 1.39, N = 3173241617511605110298570655764105860471443924165414425351. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Double PrecisionTITAN RTXRTX 2080 TiGTX 1080 TiGTX 1080RTX 2080GTX 780 TiGTX 1070GTX TITAN X GM200GTX 980 TiGTX 980GTX 1060GTX 680GTX 970100200300400500SE +/- 8.49, N = 3SE +/- 0.06, N = 3SE +/- 19.15, N = 3SE +/- 1.76, N = 3SE +/- 2.01, N = 3SE +/- 0.28, N = 3SE +/- 0.29, N = 3SE +/- 0.20, N = 3SE +/- 0.11, N = 3SE +/- 0.54, N = 3SE +/- 0.36, N = 3SE +/- 0.11, N = 3SE +/- 0.60, N = 34604344002932922462232221971591511401371. (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 RTXRTX 2080 TiRTX 2080GTX 1080 TiGTX 1080GTX 1070GTX TITAN X GM200GTX 980 TiGTX 1060GTX 980GTX 970GTX 780 TiGTX 6800.45560.91121.36681.82242.278SE +/- 0.00154, N = 3SE +/- 0.00093, N = 3SE +/- 0.00151, N = 3SE +/- 0.00185, N = 3SE +/- 0.00033, N = 3SE +/- 0.00143, N = 3SE +/- 0.00310, N = 3SE +/- 0.00149, N = 3SE +/- 0.00245, N = 3SE +/- 0.00050, N = 3SE +/- 0.00115, N = 3SE +/- 0.00335, N = 3SE +/- 0.00740, N = 30.187730.188480.191730.199740.208890.242830.268660.283800.314930.326510.356240.384762.02480

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 RTXNVIDIA TITAN RTXRTX 2080 TiRTX 2080GTX 1080 TiGTX TITAN X GM200GTX 1080GTX 980 TiGTX 1070GTX 980GTX 780 TiGTX 970GTX 1060GTX 68070140210280350321.00308.43303.71220.39212.18152.00148.00143.72133.10111.00109.0096.7191.7635.80

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 RTXNVIDIA TITAN RTXRTX 2080 TiRTX 2080GTX 1080 TiGTX 1070GTX TITAN X GM200GTX 980 TiGTX 1080GTX 980GTX 1060GTX 970GTX 780 TiGTX 68010K20K30K40K50KSE +/- 231.35, N = 3SE +/- 105.08, N = 3SE +/- 82.86, N = 3SE +/- 11.86, N = 3SE +/- 10.84, N = 3SE +/- 2.00, N = 3SE +/- 1.33, N = 3SE +/- 15.76, N = 3SE +/- 40.83, N = 3SE +/- 3.61, N = 3SE +/- 5.17, N = 3SE +/- 10.84, N = 3SE +/- 51.10, N = 3SE +/- 15.90, N = 3463774416442314296502168517289172881677813833132201224211718115334825

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: MicrophoneTITAN RTXNVIDIA TITAN RTXRTX 2080 TiRTX 2080GTX 1080 TiGTX 980 TiGTX TITAN X GM200GTX 1070GTX 980GTX 1080GTX 970GTX 780 TiGTX 1060GTX 6807K14K21K28K35KSE +/- 39.86, N = 3SE +/- 55.63, N = 3SE +/- 18.48, N = 3SE +/- 30.23, N = 3SE +/- 12.67, N = 3SE +/- 23.78, N = 3SE +/- 20.28, N = 3SE +/- 1.20, N = 3SE +/- 40.54, N = 3SE +/- 15.59, N = 3SE +/- 1.86, N = 3SE +/- 30.33, N = 3SE +/- 5.33, N = 3305282955828476198551373211105109299980898287327983714569643318

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: HotelTITAN RTXNVIDIA TITAN RTXRTX 2080 TiRTX 2080GTX 1080 TiGTX TITAN X GM200GTX 980 TiGTX 1070GTX 1080GTX 980GTX 970GTX 1060GTX 780 TiGTX 6802K4K6K8K10KSE +/- 38.04, N = 3SE +/- 71.50, N = 2SE +/- 15.93, N = 3SE +/- 1.15, N = 3SE +/- 6.01, N = 3SE +/- 31.83, N = 3SE +/- 10.50, N = 3SE +/- 8.21, N = 3SE +/- 18.33, N = 3SE +/- 6.23, N = 3SE +/- 8.41, N = 3SE +/- 2.67, N = 3SE +/- 4.00, N = 39884940191916589558141353879387738233034272326572190851

OctaneBench

OpenBenchmarking.orgScore Per Watt, More Is BetterOctaneBench 4.00Total ScoreTITAN RTXRTX 2080 TiRTX 2080GTX 1080 TiGTX 1080GTX 1070GTX 1060GTX 980 TiGTX TITAN X GM200GTX 980GTX 970GTX 780 TiGTX 6800.22950.4590.68850.9181.14751.021.010.960.940.920.900.800.670.660.660.630.430.20

OpenBenchmarking.orgCelsius, Fewer Is BetterOctaneBench 4.00GPU Temperature MonitorGTX 970GTX 1060GTX 1070GTX 1080RTX 2080 TiGTX 980TITAN RTXGTX 1080 TiGTX 680RTX 2080GTX 980 TiGTX 780 TiGTX TITAN X GM2001632486480Min: 34 / Avg: 53.66 / Max: 58Min: 37 / Avg: 56.47 / Max: 60Min: 38 / Avg: 62.99 / Max: 69Min: 40 / Avg: 64.51 / Max: 70Min: 34 / Avg: 68.08 / Max: 75Min: 42 / Avg: 70.42 / Max: 78Min: 37 / Avg: 71.03 / Max: 77Min: 45 / Avg: 71.21 / Max: 76Min: 46 / Avg: 73.49 / Max: 77Min: 38 / Avg: 75.21 / Max: 83Min: 46 / Avg: 76.56 / Max: 81Min: 50 / Avg: 77.49 / Max: 81Min: 49 / Avg: 78.6 / Max: 83

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

NAMD CUDA

OpenBenchmarking.orgCelsius, Fewer Is BetterNAMD CUDA 2.13GPU Temperature MonitorGTX 970TITAN RTXGTX 1060GTX 1070RTX 2080 TiGTX 1080GTX 1080 TiRTX 2080GTX 680GTX 980GTX 980 TiGTX 780 TiGTX TITAN X GM2001632486480Min: 44 / Avg: 55.64 / Max: 62Min: 54 / Avg: 58.93 / Max: 64Min: 51 / Avg: 59.4 / Max: 64Min: 60 / Avg: 64 / Max: 67Min: 61 / Avg: 64.29 / Max: 66Min: 61 / Avg: 65.14 / Max: 68Min: 65 / Avg: 68.86 / Max: 72Min: 67 / Avg: 69.38 / Max: 72Min: 65 / Avg: 74.48 / Max: 76Min: 65 / Avg: 74.6 / Max: 78Min: 69 / Avg: 74.67 / Max: 79Min: 69 / Avg: 75.17 / Max: 80Min: 69 / Avg: 76.22 / Max: 82

OpenBenchmarking.orgWatts, Fewer Is BetterNAMD CUDA 2.13System Power Consumption MonitorTITAN RTXGTX 1060GTX 1080GTX 1070GTX 970RTX 2080 TiRTX 2080GTX 680GTX 980GTX 1080 TiGTX 980 TiGTX TITAN X GM200GTX 780 Ti70140210280350Min: 52.4 / Avg: 209.26 / Max: 364.2Min: 41.6 / Avg: 209.4 / Max: 260.2Min: 43.3 / Avg: 235.74 / Max: 317.8Min: 169.7 / Avg: 243.01 / Max: 279.3Min: 47.7 / Avg: 247.44 / Max: 308.2Min: 50.7 / Avg: 249.46 / Max: 376Min: 48.5 / Avg: 263.5 / Max: 339.3Min: 51.5 / Avg: 264.88 / Max: 273.6Min: 48.1 / Avg: 265.81 / Max: 321.7Min: 53.4 / Avg: 280.69 / Max: 372.1Min: 52.5 / Avg: 302.56 / Max: 361.6Min: 52.6 / Avg: 316.4 / Max: 381.9Min: 51.9 / Avg: 330.2 / Max: 403

FAHBench

OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterFAHBench 2.3.2TITAN RTXRTX 2080 TiRTX 2080GTX 1080 TiGTX 1080GTX 1070GTX 1060GTX 980GTX TITAN X GM200GTX 970GTX 980 TiGTX 780 TiGTX 6800.30830.61660.92491.23321.54151.371.371.311.051.000.970.850.650.640.620.610.340.26

OpenBenchmarking.orgCelsius, Fewer Is BetterFAHBench 2.3.2GPU Temperature MonitorGTX 970GTX 1060TITAN RTXRTX 2080 TiGTX 1070GTX 1080GTX 1080 TiGTX 980RTX 2080GTX 780 TiGTX 680GTX 980 TiGTX TITAN X GM2001530456075Min: 36 / Avg: 47.03 / Max: 55Min: 41 / Avg: 51.72 / Max: 61Min: 40 / Avg: 54.98 / Max: 67Min: 44 / Avg: 56.67 / Max: 67Min: 48 / Avg: 58.17 / Max: 67Min: 47 / Avg: 58.51 / Max: 67Min: 50 / Avg: 61.9 / Max: 72Min: 53 / Avg: 63.19 / Max: 72Min: 48 / Avg: 64 / Max: 76Min: 55 / Avg: 66.7 / Max: 76Min: 58 / Avg: 68.78 / Max: 76Min: 59 / Avg: 69.03 / Max: 77Min: 58 / Avg: 69.48 / Max: 79

OpenBenchmarking.orgWatts, Fewer Is BetterFAHBench 2.3.2System Power Consumption MonitorGTX 1060GTX 1070GTX 970GTX 1080GTX 980GTX 680RTX 2080GTX 980 TiGTX 1080 TiGTX TITAN X GM200GTX 780 TiRTX 2080 TiTITAN RTX60120180240300Min: 40.5 / Avg: 120.84 / Max: 154.8Min: 70.3 / Avg: 144.57 / Max: 189.2Min: 71.9 / Avg: 147.03 / Max: 186.3Min: 42.2 / Avg: 154.69 / Max: 203.6Min: 71.8 / Avg: 154.93 / Max: 207.1Min: 85.3 / Avg: 161.55 / Max: 208.9Min: 44.3 / Avg: 180.63 / Max: 260.2Min: 77.5 / Avg: 186.46 / Max: 236.1Min: 48.4 / Avg: 187.72 / Max: 258.3Min: 79.2 / Avg: 188.72 / Max: 251.2Min: 74.2 / Avg: 213.5 / Max: 287.5Min: 48.3 / Avg: 215.05 / Max: 315.1Min: 71.5 / Avg: 216.97 / Max: 307.4

LuxMark

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRTITAN RTXRTX 2080 TiRTX 2080GTX 1070GTX 1080 TiGTX 1060GTX 1080GTX 980 TiGTX 980GTX TITAN X GM200GTX 970GTX 780 TiGTX 680306090120150136.91131.47121.9598.9090.5086.5479.8472.9769.1669.0766.8742.0923.87

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.1GPU Temperature MonitorGTX 970GTX 1060GTX 1080GTX 1070RTX 2080 TiGTX 1080 TiGTX 980TITAN RTXGTX 680GTX 980 TiRTX 2080GTX 780 TiGTX TITAN X GM2001632486480Min: 42 / Avg: 54.27 / Max: 56Min: 52 / Avg: 61.07 / Max: 63Min: 59 / Avg: 65.98 / Max: 68Min: 61 / Avg: 68.03 / Max: 70Min: 57 / Avg: 72.82 / Max: 75Min: 65 / Avg: 73.06 / Max: 75Min: 61 / Avg: 74.29 / Max: 77Min: 57 / Avg: 74.29 / Max: 77Min: 63 / Avg: 76.31 / Max: 77Min: 68 / Avg: 78.61 / Max: 80Min: 64 / Avg: 78.64 / Max: 81Min: 66 / Avg: 78.93 / Max: 81Min: 68 / Avg: 80.35 / Max: 83

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorGTX 1060GTX 1080GTX 1070GTX 970GTX 980GTX 680GTX 980 TiGTX 1080 TiRTX 2080GTX TITAN X GM200GTX 780 TiRTX 2080 TiTITAN RTX60120180240300Min: 40.9 / Avg: 141.45 / Max: 144.9Min: 43.5 / Avg: 173.25 / Max: 177.2Min: 44.3 / Avg: 174.82 / Max: 179.8Min: 47.3 / Avg: 175.22 / Max: 178.9Min: 48.3 / Avg: 191.15 / Max: 198.1Min: 54.7 / Avg: 202.18 / Max: 205.4Min: 53.1 / Avg: 229.94 / Max: 237.8Min: 47.7 / Avg: 239.62 / Max: 245.3Min: 49.4 / Avg: 243.13 / Max: 253.5Min: 54.6 / Avg: 250.3 / Max: 257.9Min: 50.5 / Avg: 273.99 / Max: 288.7Min: 181.3 / Avg: 321.85 / Max: 333.1Min: 184.5 / Avg: 338.75 / Max: 347.9

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: MicrophoneTITAN RTXRTX 2080 TiRTX 2080GTX 1070GTX 1080 TiGTX 1080GTX 1060GTX 980 TiGTX 980GTX 970GTX TITAN X GM200GTX 780 TiGTX 6802040608010090.4488.7681.9759.8058.5851.8451.7847.6347.3645.6245.0327.4016.60

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.1GPU Temperature MonitorGTX 970GTX 1060GTX 1080GTX 1070GTX 1080 TiRTX 2080 TiGTX 980TITAN RTXGTX 680GTX 780 TiRTX 2080GTX 980 TiGTX TITAN X GM2001632486480Min: 48 / Avg: 54.41 / Max: 56Min: 55 / Avg: 59.7 / Max: 61Min: 60 / Avg: 65.1 / Max: 66Min: 61 / Avg: 67.15 / Max: 68Min: 65 / Avg: 72.74 / Max: 74Min: 63 / Avg: 73.96 / Max: 75Min: 66 / Avg: 75.1 / Max: 77Min: 65 / Avg: 75.76 / Max: 77Min: 70 / Avg: 76.4 / Max: 77Min: 69 / Avg: 77.45 / Max: 79Min: 68 / Avg: 78.74 / Max: 80Min: 70 / Avg: 78.82 / Max: 81Min: 70 / Avg: 80.18 / Max: 82

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorGTX 1060GTX 1070GTX 1080GTX 970GTX 980GTX 680GTX 980 TiGTX 1080 TiRTX 2080GTX TITAN X GM200GTX 780 TiRTX 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: 47.6 / Avg: 175.01 / Max: 177.8Min: 48.2 / Avg: 189.64 / Max: 194.3Min: 53.7 / Avg: 199.93 / Max: 208.6Min: 141.3 / Avg: 233.13 / Max: 237.6Min: 136.6 / Avg: 234.43 / Max: 239.4Min: 89.2 / Avg: 242.23 / Max: 250.6Min: 55 / Avg: 242.7 / Max: 250.6Min: 50.6 / Avg: 260.76 / Max: 277Min: 52.6 / Avg: 320.82 / Max: 326.8Min: 134 / Avg: 337.53 / Max: 344.3

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: HotelTITAN RTXRTX 2080 TiRTX 2080GTX 1080 TiGTX 1070GTX 1080GTX 1060GTX 980 TiGTX TITAN X GM200GTX 980GTX 970GTX 780 TiGTX 68071421283528.3827.6025.3520.1919.9419.2517.4315.3415.0714.4213.887.864.18

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.1GPU Temperature MonitorGTX 970GTX 1060GTX 1080GTX 1070RTX 2080 TiTITAN RTXGTX 680GTX 980GTX 1080 TiGTX 780 TiGTX 980 TiRTX 2080GTX TITAN X GM2001632486480Min: 44 / Avg: 59.56 / Max: 61Min: 52 / Avg: 65.01 / Max: 67Min: 59 / Avg: 71.85 / Max: 74Min: 60 / Avg: 72.99 / Max: 75Min: 69 / Avg: 75.27 / Max: 77Min: 64 / Avg: 76.92 / Max: 79Min: 65 / Avg: 76.97 / Max: 78Min: 66 / Avg: 78.75 / Max: 80Min: 64 / Avg: 79.57 / Max: 82Min: 68 / Avg: 80.15 / Max: 82Min: 70 / Avg: 80.85 / Max: 83Min: 67 / Avg: 81.22 / Max: 83Min: 71 / Avg: 82.06 / Max: 84

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorGTX 1060GTX 1070GTX 970GTX 1080GTX 680GTX 980GTX 980 TiRTX 2080GTX TITAN X GM200GTX 1080 TiGTX 780 TiRTX 2080 TiTITAN RTX60120180240300Min: 44.6 / Avg: 152.45 / Max: 155.7Min: 86.5 / Avg: 194.45 / Max: 198.9Min: 103.6 / Avg: 196.12 / Max: 199.4Min: 41.3 / Avg: 198.56 / Max: 204.2Min: 53.1 / Avg: 203.67 / Max: 217.6Min: 48.3 / Avg: 210.38 / Max: 218.6Min: 52.3 / Avg: 252.9 / Max: 262.4Min: 48.7 / Avg: 259.96 / Max: 273.4Min: 54.9 / Avg: 274.3 / Max: 283.5Min: 52.6 / Avg: 276.43 / Max: 282.9Min: 62 / Avg: 278.61 / Max: 295.9Min: 57.5 / Avg: 333.06 / Max: 343.7Min: 51.9 / Avg: 348.23 / Max: 358

GROMACS

OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterGROMACS 2018.3Water BenchmarkTITAN RTXRTX 2080 TiRTX 2080GTX 1080 TiGTX 1080GTX 1070GTX 1060GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 6800.00450.0090.01350.0180.02250.020.020.020.020.020.020.020.010.010.010.010.010.01

OpenBenchmarking.orgCelsius, Fewer Is BetterGROMACS 2018.3GPU Temperature MonitorTITAN RTXGTX 970GTX 1060RTX 2080 TiGTX 1070GTX 1080GTX 1080 TiRTX 2080GTX 680GTX 980GTX 980 TiGTX 780 TiGTX TITAN X GM2001632486480Min: 34 / Avg: 59.53 / Max: 68Min: 46 / Avg: 61.09 / Max: 63Min: 55 / Avg: 66.01 / Max: 68Min: 63 / Avg: 67.33 / Max: 69Min: 63 / Avg: 70.08 / Max: 72Min: 64 / Avg: 72.7 / Max: 75Min: 67 / Avg: 75.12 / Max: 78Min: 67 / Avg: 76.94 / Max: 80Min: 63 / Avg: 78.24 / Max: 80Min: 65 / Avg: 78.37 / Max: 81Min: 68 / Avg: 80.28 / Max: 82Min: 68 / Avg: 81.06 / Max: 83Min: 68 / Avg: 81.08 / Max: 83

OpenBenchmarking.orgWatts, Fewer Is BetterGROMACS 2018.3System Power Consumption MonitorGTX 1060GTX 1070GTX 970GTX 680GTX 980GTX 1080RTX 2080GTX 980 TiGTX 1080 TiGTX TITAN X GM200TITAN RTXRTX 2080 TiGTX 780 Ti70140210280350Min: 41.1 / Avg: 191.64 / Max: 197.1Min: 44.4 / Avg: 221.47 / Max: 231.7Min: 56.5 / Avg: 229.2 / Max: 236Min: 54.7 / Avg: 235.38 / Max: 241.1Min: 64.6 / Avg: 246.99 / Max: 257.2Min: 45.9 / Avg: 247.86 / Max: 260.3Min: 48.7 / Avg: 283.1 / Max: 311.1Min: 50.7 / Avg: 284.77 / Max: 299.4Min: 52.1 / Avg: 297.55 / Max: 322.1Min: 54.9 / Avg: 305.56 / Max: 321.8Min: 52 / Avg: 315.63 / Max: 367.3Min: 50.7 / Avg: 316.38 / Max: 366.5Min: 51.7 / Avg: 328.69 / Max: 347.1

GPU Temperature Monitor

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringGTX 970GTX 1060GTX 1080TITAN RTXGTX 1070RTX 2080 TiGTX 1080 TiGTX 980RTX 2080GTX 680GTX 780 TiGTX TITAN X GM200GTX 980 Ti1632486480Min: 31 / Avg: 54.51 / Max: 63Min: 35 / Avg: 58.54 / Max: 68Min: 33 / Avg: 64.13 / Max: 75Min: 35 / Avg: 64.14 / Max: 79Min: 32 / Avg: 65.36 / Max: 75Min: 34 / Avg: 67.03 / Max: 77Min: 37 / Avg: 69.67 / Max: 82Min: 35 / Avg: 71.02 / Max: 81Min: 36 / Avg: 72.15 / Max: 83Min: 39 / Avg: 74.35 / Max: 80Min: 41 / Avg: 74.8 / Max: 83Min: 41 / Avg: 75.99 / Max: 84Min: 35 / Avg: 76 / Max: 83

System Power Consumption Monitor

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringGTX 1060GTX 1070GTX 1080GTX 970GTX 980GTX 680RTX 2080GTX 1080 TiGTX 980 TiGTX TITAN X GM200TITAN RTXGTX 780 TiRTX 2080 Ti70140210280350Min: 39.8 / Avg: 138.9 / Max: 260.2Min: 41.6 / Avg: 170.61 / Max: 279.3Min: 41 / Avg: 172.69 / Max: 317.8Min: 46.7 / Avg: 179.09 / Max: 308.2Min: 46.3 / Avg: 185.06 / Max: 322.4Min: 50.3 / Avg: 203.09 / Max: 273.6Min: 43.9 / Avg: 216.88 / Max: 339.3Min: 47.7 / Avg: 225.64 / Max: 372.1Min: 48.1 / Avg: 227.73 / Max: 361.6Min: 50.9 / Avg: 233.27 / Max: 381.9Min: 45.6 / Avg: 254.52 / Max: 364.2Min: 48.8 / Avg: 259.55 / Max: 403Min: 45 / Avg: 279.87 / Max: 376