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/1812259-PTS-NVIDIATI26&sro&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 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)OpenBenchmarking.orgCompiler Details- --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- 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- Python 2.7.15rc1 + Python 3.6.7Security Details- __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 FilterGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200GTX 1060GTX 1070GTX 1080GTX 1080 TiRTX 2080RTX 2080 TiTITAN RTX141253514055842.041.6835.80482533188512.024807.323.194.5780.3222.60263416524696373.352.7210911533714521900.384765.303.463.2926.4515.061434144137113890.442.7596.7111718798327230.356244.493.101.5421.9013.30164471415913021013.0111113220898230340.326513.953.061.4120.1311.8026458601971616114.293.53143.72167781110538790.283803.271.521.3914.0510.22263655722217831213.75152172881092941350.268663.111.361.3613.489.0314743921511295102.902.9791.7612242696426570.314933.651.311.4119.7312.0319664102231684140.293.77133.1017289998038770.242832.871.101.0814.908.30222857029324501554.2914813833873238230.208892.721.121.0622.266.54329116054003366197.705.18212.18216851373255810.199742.271.020.7714.164.973681102929210199236.545.95220.39296501985565890.191731.880.800.887.276.175051617543414840294.396.65303.71423142847691910.188481.620.730.645.434.4552817324460153982976.42321463773052898840.187731.610.730.634.984.26OpenBenchmarking.org

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

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

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

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

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

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 GM200RTX 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 +/- 0.23, N = 3SE +/- 0.29, N = 3SE +/- 0.64, N = 3102.90140.29155.00197.7042.0473.3590.44101.00114.29121.00236.54294.39297.00

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

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

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

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

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

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

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 GM200RTX 2080RTX 2080 TiTITAN RTX7014021028035091.76133.10148.00212.1835.80109.0096.71111.00143.72152.00220.39303.71321.00

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 GM200RTX 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 +/- 11.86, N = 3SE +/- 82.86, N = 3SE +/- 231.35, N = 31224217289138332168548251153311718132201677817288296504231446377

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 GM200RTX 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 +/- 30.23, N = 3SE +/- 18.48, N = 3SE +/- 39.86, N = 36964998087321373233187145798389821110510929198552847630528

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 GM200RTX 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 +/- 1.15, N = 3SE +/- 15.93, N = 3SE +/- 38.04, N = 3265738773823558185121902723303438794135658991919884

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Phoronix Test Suite v10.8.5