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&sor&gru.

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 Bandwidthmixbench: Single Precisionmixbench: Double Precisionclpeak: Integer Compute INTfahbench: gromacs-gpu: Water Benchmarkoctanebench: Total Scoreluxmark: GPU - Luxball HDRluxmark: GPU - Microphoneluxmark: GPU - Hotelnamd-cuda: ATPase Simulation - 327,506 Atomsdarktable: Boat - OpenCLdarktable: Server Room - OpenCLparboil: OpenCL TPACFparboil: OpenCL LBMrodinia: OpenCL Particle Filterdarktable: Boat - OpenCLdarktable: Server Room - OpenCLGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200GTX 1060GTX 1070GTX 1080GTX 1080 TiRTX 2080RTX 2080 TiTITAN RTXNVIDIA TITAN RTX141253514055842.041.6835.80482533188512.024807.323.194.5780.3222.60263416524696373.352.7210911533714521900.384765.303.463.2926.4515.061434144137113890.442.7596.7111718798327230.356244.493.101.5421.9013.30164471415913021013.0111113220898230340.326513.953.061.4120.1311.8026458601971616114.293.53143.72167781110538790.283803.271.521.3914.0510.22263655722217831213.75152172881092941350.268663.111.361.3613.489.0314743921511295102.902.9791.7612242696426570.314933.651.311.4119.7312.0319664102231684140.293.77133.1017289998038770.242832.871.101.0814.908.30222857029324501554.2914813833873238230.208892.721.121.0622.266.54329116054003366197.705.18212.18216851373255810.199742.271.020.7714.164.973681102929210199236.545.95220.39296501985565890.191731.880.800.887.276.175051617543414840294.396.65303.71423142847691910.188481.620.730.645.434.4552817324460153982976.42321463773052898840.187731.610.730.634.984.2686.75308.43441642955894010.400.47OpenBenchmarking.org

GPU Temperature Monitor

Phoronix Test Suite System Monitoring

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

Phoronix Test Suite System Monitoring

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

clpeak

OpenCL Test: Global Memory Bandwidth

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

Mixbench

Benchmark: Single Precision

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

Mixbench

Benchmark: Double Precision

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

clpeak

OpenCL Test: Integer Compute INT

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

GROMACS

Water Benchmark

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

FAHBench

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

GROMACS

Water Benchmark

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

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

OctaneBench

Total Score

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

LuxMark

OpenCL Device: GPU - Scene: Luxball HDR

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

OctaneBench

Total Score

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

OpenCL Device: GPU - Scene: Microphone

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

LuxMark

OpenCL Device: GPU - Scene: Luxball HDR

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

LuxMark

OpenCL Device: GPU - Scene: Microphone

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

LuxMark

OpenCL Device: GPU - Scene: Hotel

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

LuxMark

OpenCL Device: GPU - Scene: Hotel

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

OctaneBench

GPU Temperature Monitor

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

NAMD CUDA

GPU Temperature Monitor

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

FAHBench

GPU Temperature Monitor

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

LuxMark

GPU Temperature Monitor

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

LuxMark

GPU Temperature Monitor

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

LuxMark

GPU Temperature Monitor

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

GROMACS

GPU Temperature Monitor

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

NAMD CUDA

ATPase Simulation - 327,506 Atoms

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

Darktable

Test: Boat - Acceleration: OpenCL

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

Darktable

Test: Server Room - Acceleration: OpenCL

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

Parboil

Test: OpenCL TPACF

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

Parboil

Test: OpenCL LBM

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

Test: OpenCL Particle Filter

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

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

OctaneBench

System Power Consumption Monitor

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

System Power Consumption Monitor

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

System Power Consumption Monitor

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

System Power Consumption Monitor

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

LuxMark

System Power Consumption Monitor

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

LuxMark

System Power Consumption Monitor

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

System Power Consumption Monitor

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

Phoronix Test Suite v10.8.5