NVIDIA GeForce RTX Compute

GeForce RTX 2060 Linux benchmarks by Michael Larabel for a future article on Phoronix.

HTML result view exported from: https://openbenchmarking.org/result/1901080-SP-RTX2060GP99&grr&rdt.

NVIDIA GeForce RTX ComputeProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 970Intel 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 I219-VUbuntu 18.044.20.0-042000-generic (x86_64)GNOME Shell 3.28.3X Server 1.19.6NVIDIA 415.254.6.0OpenCL 1.2 CUDA 10.0.1321.1.84GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0ext43840x2160NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz)ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz)NVIDIA GeForce GTX 1080 Ti 11GB (1480/5508MHz)NVIDIA GeForce GTX 1060 6GB (1506/4006MHz)eVGA NVIDIA GeForce GTX 960 2GB (1277/3505MHz)NVIDIA GeForce GTX 1070 8GB (1506/4006MHz)Zotac NVIDIA GeForce GTX 1070 Ti 8GB (1607/4006MHz)Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz)NVIDIA GeForce GTX 1080 8GB (1607/5005MHz)NVIDIA GeForce GTX 980 Ti 6GB (999/3505MHz)NVIDIA GeForce GTX 980 4GB (1164/3505MHz)Device 6GB (1365/7000MHz)eVGA NVIDIA GeForce GTX 970 4GB (1163/3505MHz)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 -vProcessor Details- Scaling Governor: intel_pstate performanceOpenCL Details- TITAN RTX: GPU Compute Cores: 4608- RTX 2080 Ti: GPU Compute Cores: 4352- RTX 2070: GPU Compute Cores: 2304- GTX 1080 Ti: GPU Compute Cores: 3584- GTX 1060: GPU Compute Cores: 1280- GTX 960: GPU Compute Cores: 1024- GTX 1070: GPU Compute Cores: 1920- GTX 1070 Ti: GPU Compute Cores: 2432- RTX 2080: GPU Compute Cores: 2944- GTX 1080: GPU Compute Cores: 2560- GTX 980 Ti: GPU Compute Cores: 2816- GTX 980: GPU Compute Cores: 2048- RTX 2060: GPU Compute Cores: 1920- GTX 970: GPU Compute Cores: 1664Security Details- __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp

NVIDIA GeForce RTX Computeoctanebench: Total Scoreluxmark: GPU - Microphoneluxmark: GPU - Hotelluxmark: GPU - Luxball HDRfahbench: ngc-tensorflow: Inception v4, FP16v-ray: CUDA GPUngc-tensorflow: Googlenet, FP16ngc-tensorflow: ResNet-50, FP16ngc-tensorflow: VGG-16, FP16ngc-tensorflow: AlexNet, FP32ngc-tensorflow: AlexNet, FP16namd-cuda: ATPase Simulation - 327,506 Atomsclpeak: Global Memory Bandwidthmixbench: Single Precisionclpeak: Single-Precision FloatTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 9703203053298054661729315250.191134509244357750270.1913552816911162483052850292024244229413653.111016451207335144250.1912950616048158022051830762542992220189.4365.90636302137208927010.19706368827780252091352355922149119774.3069.95629271131252926620.20436327114811163091.82696426621224110332.13129.1926211655.63106310990.319031474362421242591662673060.950.5120782.1827682640132.279974387417060138.9944.7391.1337516176.97150615460.24297195.1964066229141.9010272416616886138.7749.2786.3941317584.50158816800.22392197.2570256776217.6319595655929149233.08102.0372.71732329151.70237831370.20213368.101069010368147.088679380613751154.4254.60100.0045519492.40175818540.21430222.3885028213141.9411021387116772113.9940.4084.8635615277.03149415520.28720262.8358355570110.448674302013198101.11111.460.33087163.9246534460162.4913743476021303177.3875.8793.85531243110.17168922190.20742276.287211667396.18782727181171190.17124.710.36490143.4141403904OpenBenchmarking.org

OctaneBench

Total Score

OpenBenchmarking.orgScore, More Is BetterOctaneBench 4.00Total ScoreTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 97070140210280350320.00305.00205.00209.0091.82132.27141.90217.63147.08141.94110.44162.4996.18

LuxMark

OpenCL Device: GPU - Scene: Microphone

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: MicrophoneTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 9707K14K21K28K35KSE +/- 33.83, N = 3SE +/- 6.96, N = 3SE +/- 73.89, N = 3SE +/- 8.35, N = 3SE +/- 0.33, N = 3SE +/- 6.00, N = 3SE +/- 2.96, N = 3SE +/- 1.20, N = 3SE +/- 10.26, N = 3SE +/- 13.11, N = 3SE +/- 48.67, N = 3SE +/- 33.32, N = 3SE +/- 10.17, N = 3SE +/- 7.69, N = 33053228502183071352369644259997410272195958679110218674137437827

LuxMark

OpenCL Device: GPU - Scene: Hotel

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: HotelTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 9702K4K6K8K10KSE +/- 48.88, N = 3SE +/- 5.46, N = 3SE +/- 5.51, N = 3SE +/- 23.84, N = 3SE +/- 2.33, N = 3SE +/- 11.00, N = 3SE +/- 5.36, N = 3SE +/- 0.88, N = 3SE +/- 8.84, N = 3SE +/- 1.20, N = 3SE +/- 2.67, N = 3SE +/- 12.22, N = 3SE +/- 1.53, N = 3SE +/- 5.55, N = 398059202625455922662166238744166655938063871302047602718

LuxMark

OpenCL Device: GPU - Scene: Luxball HDR

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 97010K20K30K40K50KSE +/- 79.00, N = 3SE +/- 72.18, N = 3SE +/- 72.75, N = 3SE +/- 79.56, N = 3SE +/- 5.00, N = 3SE +/- 18.33, N = 3SE +/- 7.00, N = 3SE +/- 1.67, N = 3SE +/- 3.53, N = 3SE +/- 19.60, N = 3SE +/- 63.67, N = 3SE +/- 25.24, N = 3SE +/- 16.82, N = 3SE +/- 7.51, N = 3466174244229922214911224167301706016886291491375116772131982130311711

FAHBench

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2TITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 97060120180240300SE +/- 0.20, N = 3SE +/- 0.30, N = 3SE +/- 0.04, N = 3SE +/- 0.20, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.93, N = 3SE +/- 0.07, N = 3SE +/- 0.39, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 0.01, N = 3293.00294.00201.00197.00103.0060.95138.99138.77233.08154.42113.99101.11177.3890.17

NVIDIA GPU Cloud TensorFlow

Test: Inception v4, FP16

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Inception v4, FP16TITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 2060306090120150SE +/- 0.15, N = 3SE +/- 0.12, N = 3SE +/- 0.15, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.22, N = 3SE +/- 0.10, N = 3SE +/- 0.35, N = 3SE +/- 0.03, N = 3152.00136.0089.4374.3032.1344.7349.27102.0354.6040.4075.87

Chaos Group V-RAY

Mode: CUDA GPU

OpenBenchmarking.orgSeconds, Fewer Is BetterChaos Group V-RAY 1.1.0Mode: CUDA GPUTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 970306090120150SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 3.11, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 2.75, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 350.1953.1165.9069.95129.1991.1386.3972.71100.0084.86111.4693.85124.71

NVIDIA GPU Cloud TensorFlow

Test: Googlenet, FP16

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Googlenet, FP16TITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 20602004006008001000SE +/- 1.11, N = 3SE +/- 0.68, N = 3SE +/- 0.74, N = 3SE +/- 2.30, N = 3SE +/- 0.03, N = 3SE +/- 0.51, N = 3SE +/- 0.06, N = 3SE +/- 2.14, N = 3SE +/- 0.52, N = 3SE +/- 1.31, N = 3SE +/- 0.70, N = 311341016636629262375413732455356531

NVIDIA GPU Cloud TensorFlow

Test: ResNet-50, FP16

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: ResNet-50, FP16TITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 2060110220330440550SE +/- 0.63, N = 3SE +/- 0.19, N = 3SE +/- 0.48, N = 3SE +/- 0.73, N = 3SE +/- 0.45, N = 3SE +/- 0.62, N = 3SE +/- 0.35, N = 3SE +/- 0.54, N = 3SE +/- 0.45, N = 3SE +/- 0.73, N = 3SE +/- 0.95, N = 3509451302271116161175329194152243

NVIDIA GPU Cloud TensorFlow

Test: VGG-16, FP16

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: VGG-16, FP16TITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 206050100150200250SE +/- 0.23, N = 3SE +/- 0.09, N = 3SE +/- 0.41, N = 3SE +/- 0.18, N = 3SE +/- 0.09, N = 3SE +/- 0.13, N = 3SE +/- 0.06, N = 3SE +/- 0.21, N = 3SE +/- 0.06, N = 3SE +/- 0.99, N = 3SE +/- 0.42, N = 3244.00207.00137.00131.0055.6376.9784.50151.7092.4077.03110.17

NVIDIA GPU Cloud TensorFlow

Test: AlexNet, FP32

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: AlexNet, FP32TITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 20608001600240032004000SE +/- 1.96, N = 3SE +/- 6.13, N = 3SE +/- 1.73, N = 3SE +/- 2.71, N = 3SE +/- 0.76, N = 3SE +/- 3.98, N = 3SE +/- 0.40, N = 3SE +/- 12.13, N = 3SE +/- 2.10, N = 3SE +/- 3.72, N = 3SE +/- 8.52, N = 335773351208925291063150615882378175814941689

NVIDIA GPU Cloud TensorFlow

Test: AlexNet, FP16

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: AlexNet, FP16TITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 206011002200330044005500SE +/- 9.37, N = 3SE +/- 4.54, N = 3SE +/- 2.48, N = 3SE +/- 17.83, N = 3SE +/- 1.24, N = 3SE +/- 4.96, N = 3SE +/- 0.45, N = 3SE +/- 4.16, N = 3SE +/- 2.92, N = 3SE +/- 5.31, N = 3SE +/- 2.26, N = 350274425270126621099154616803137185415522219

NAMD CUDA

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.13ATPase Simulation - 327,506 AtomsTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 9700.11520.23040.34560.46080.576SE +/- 0.00131, N = 3SE +/- 0.00169, N = 3SE +/- 0.00102, N = 3SE +/- 0.00199, N = 3SE +/- 0.00213, N = 3SE +/- 0.00242, N = 3SE +/- 0.00137, N = 3SE +/- 0.00120, N = 3SE +/- 0.00394, N = 3SE +/- 0.00299, N = 3SE +/- 0.00061, N = 3SE +/- 0.00305, N = 3SE +/- 0.00308, N = 3SE +/- 0.00081, N = 30.191350.191290.197060.204360.319030.512070.242970.223920.202130.214300.287200.330870.207420.36490

clpeak

OpenCL Test: Global Memory Bandwidth

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 970110220330440550SE +/- 1.04, N = 3SE +/- 0.96, N = 3SE +/- 0.38, N = 3SE +/- 2.76, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 1.04, N = 3SE +/- 0.01, N = 3SE +/- 0.17, N = 3SE +/- 0.62, N = 3SE +/- 0.70, N = 3SE +/- 0.34, N = 3SE +/- 0.19, N = 3SE +/- 0.04, N = 3528.00506.00368.00327.00147.0082.18195.19197.25368.10222.38262.83163.92276.28143.41

Mixbench

Benchmark: Single Precision

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Single PrecisionTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 9704K8K12K16K20KSE +/- 21.73, N = 3SE +/- 14.18, N = 3SE +/- 2.15, N = 3SE +/- 457.77, N = 3SE +/- 1.33, N = 3SE +/- 13.58, N = 3SE +/- 33.45, N = 3SE +/- 5.09, N = 3SE +/- 2.83, N = 3SE +/- 5.87, N = 3SE +/- 5.81, N = 3SE +/- 2.19, N = 3SE +/- 7.52, N = 3SE +/- 3.28, N = 31691116048827711481436227686406702510690850258354653721141401. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

clpeak

OpenCL Test: Single-Precision Float

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 9703K6K9K12K15KSE +/- 982.50, N = 3SE +/- 599.97, N = 3SE +/- 457.63, N = 3SE +/- 0.49, N = 3SE +/- 1.83, N = 3SE +/- 7.94, N = 3SE +/- 3.27, N = 3SE +/- 12.96, N = 3SE +/- 496.55, N = 3SE +/- 41.00, N = 3SE +/- 18.02, N = 3SE +/- 40.51, N = 3SE +/- 486.34, N = 3SE +/- 31.25, N = 3162481580280251163042122640622967761036882135570446066733904

System Power Consumption Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 97070140210280350Min: 48.2 / Avg: 267.56 / Max: 369.7Min: 48.8 / Avg: 259.03 / Max: 374.7Min: 44 / Avg: 182.56 / Max: 316.7Min: 52.4 / Avg: 222.48 / Max: 379.7Min: 41.2 / Avg: 130.15 / Max: 264.7Min: 42.9 / Avg: 136.46 / Max: 265.4Min: 43.1 / Avg: 157.95 / Max: 279.9Min: 46.8 / Avg: 137.25 / Max: 256.2Min: 46.4 / Avg: 198.17 / Max: 338Min: 45.3 / Avg: 167.73 / Max: 316Min: 52.3 / Avg: 211.41 / Max: 362.6Min: 49.6 / Avg: 181.05 / Max: 319.5Min: 46.3 / Avg: 164.46 / Max: 304.2Min: 48.9 / Avg: 166.06 / Max: 306.2

GPU Temperature Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 9701632486480Min: 37 / Avg: 67.01 / Max: 79Min: 48 / Avg: 65.76 / Max: 77Min: 36 / Avg: 61.58 / Max: 75Min: 35 / Avg: 70.03 / Max: 81Min: 28 / Avg: 56.53 / Max: 68Min: 50 / Avg: 64.07 / Max: 73Min: 48 / Avg: 65.17 / Max: 76Min: 37 / Avg: 48.41 / Max: 56Min: 46 / Avg: 70.67 / Max: 83Min: 32 / Avg: 65.16 / Max: 78Min: 39 / Avg: 74.6 / Max: 84Min: 53 / Avg: 73.31 / Max: 80Min: 40 / Avg: 60.23 / Max: 71Min: 37 / Avg: 54.14 / Max: 62

Chaos Group V-RAY

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterChaos Group V-RAY 1.1.0System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 97050100150200250Min: 97.6 / Avg: 246.65 / Max: 277.2Min: 52.4 / Avg: 254.09 / Max: 280.2Min: 46.4 / Avg: 191.75 / Max: 200.2Min: 53.7 / Avg: 215.17 / Max: 232.7Min: 41.4 / Avg: 120.6 / Max: 125.1Min: 46.7 / Avg: 155.43 / Max: 164.2Min: 47.4 / Avg: 131.37 / Max: 137.3Min: 51.5 / Avg: 190.57 / Max: 204Min: 47.4 / Avg: 156.61 / Max: 162.9Min: 54.7 / Avg: 214.87 / Max: 232.2Min: 49.6 / Avg: 169.61 / Max: 178.6Min: 48.7 / Avg: 158.51 / Max: 168.3Min: 49.2 / Avg: 156.04 / Max: 166.7

LuxMark

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 97060120180240300Min: 99.9 / Avg: 351.42 / Max: 361.4Min: 51.3 / Avg: 334.98 / Max: 346.2Min: 99.1 / Avg: 238.08 / Max: 243.5Min: 69.7 / Avg: 274.01 / Max: 280.9Min: 58.3 / Avg: 151.9 / Max: 155Min: 44.1 / Avg: 153.32 / Max: 164.6Min: 45.8 / Avg: 193.84 / Max: 200.5Min: 46.8 / Avg: 158.44 / Max: 162.1Min: 104 / Avg: 260.96 / Max: 275.4Min: 45.9 / Avg: 198.93 / Max: 204.7Min: 54.4 / Avg: 254.22 / Max: 263Min: 50.2 / Avg: 212.29 / Max: 219.3Min: 48.1 / Avg: 207.9 / Max: 215.1Min: 48.9 / Avg: 195.82 / Max: 201.9

LuxMark

OpenCL Device: GPU - Scene: Hotel

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: HotelTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 97071421283527.9027.4726.2720.4117.5210.8419.9926.2925.1319.1315.2314.2322.9013.88

LuxMark

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 97060120180240300Min: 138.3 / Avg: 333.87 / Max: 346.9Min: 105.4 / Avg: 321.25 / Max: 329.8Min: 46.1 / Avg: 220.46 / Max: 224Min: 54.8 / Avg: 230.25 / Max: 239.2Min: 41.2 / Avg: 134.07 / Max: 138Min: 44.5 / Avg: 134.86 / Max: 138.4Min: 46.4 / Avg: 166.86 / Max: 171.8Min: 47.1 / Avg: 141.5 / Max: 144Min: 118 / Avg: 246.15 / Max: 252.2Min: 45.3 / Avg: 169.91 / Max: 172.6Min: 144.5 / Avg: 234.12 / Max: 246.1Min: 50 / Avg: 187.37 / Max: 193.4Min: 49.3 / Avg: 187.25 / Max: 199.5Min: 49.1 / Avg: 176.17 / Max: 179.9

LuxMark

OpenCL Device: GPU - Scene: Microphone

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: MicrophoneTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 9702040608010091.4588.7283.0458.7351.9431.5859.7772.5979.6151.0847.0746.2973.3944.43

LuxMark

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 97060120180240300Min: 49.8 / Avg: 335.62 / Max: 344.2Min: 98.7 / Avg: 321.98 / Max: 335Min: 54.9 / Avg: 227.08 / Max: 233.7Min: 123.7 / Avg: 239.66 / Max: 246.7Min: 70 / Avg: 141.29 / Max: 144.7Min: 76 / Avg: 138.95 / Max: 141.3Min: 85.1 / Avg: 178.76 / Max: 184.9Min: 63.4 / Avg: 147.51 / Max: 149.2Min: 48.3 / Avg: 244.37 / Max: 254Min: 91.3 / Avg: 172.99 / Max: 180Min: 134.6 / Avg: 232.86 / Max: 240.6Min: 98 / Avg: 193.56 / Max: 204.4Min: 47.1 / Avg: 193.04 / Max: 197.2Min: 90.4 / Avg: 178.9 / Max: 181.9

LuxMark

OpenCL Device: GPU - Scene: Luxball HDR

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 970306090120150139.00132.00132.0089.6786.6348.4495.44114.48119.2879.4972.0268.19110.3665.46

FAHBench

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterFAHBench 2.3.2System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 97060120180240300Min: 70.9 / Avg: 216.29 / Max: 314.2Min: 50 / Avg: 208.85 / Max: 317.9Min: 46.5 / Avg: 166.14 / Max: 224.8Min: 75.6 / Avg: 187.69 / Max: 260.2Min: 66.2 / Avg: 123.16 / Max: 154.3Min: 68.4 / Avg: 123.63 / Max: 157.5Min: 68.1 / Avg: 141.93 / Max: 196.9Min: 46.8 / Avg: 126.68 / Max: 151.2Min: 48 / Avg: 180.6 / Max: 251.3Min: 69.5 / Avg: 154.76 / Max: 204.7Min: 79.8 / Avg: 188.31 / Max: 237.7Min: 51.4 / Avg: 157.3 / Max: 209.6Min: 47.2 / Avg: 153.38 / Max: 211.4Min: 51.7 / Avg: 145.38 / Max: 189

FAHBench

OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterFAHBench 2.3.2TITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 9700.31730.63460.95191.26921.58651.361.411.211.050.830.490.981.101.291.000.610.641.160.62

NAMD CUDA

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterNAMD CUDA 2.13System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 97070140210280350Min: 53.2 / Avg: 266.74 / Max: 364.1Min: 51.2 / Avg: 264.81 / Max: 374.7Min: 47.9 / Avg: 237.1 / Max: 316.7Min: 52.4 / Avg: 286.64 / Max: 379.7Min: 120.6 / Avg: 229.99 / Max: 264.7Min: 42.9 / Avg: 225.84 / Max: 265.4Min: 61.4 / Avg: 228.6 / Max: 279.9Min: 47.3 / Avg: 210.26 / Max: 256.2Min: 56.5 / Avg: 255.83 / Max: 338Min: 45.7 / Avg: 224.13 / Max: 316Min: 52.6 / Avg: 295.05 / Max: 362.6Min: 50.6 / Avg: 266.8 / Max: 318.8Min: 49.3 / Avg: 233.66 / Max: 304.2Min: 50.2 / Avg: 242.64 / Max: 306.2

OctaneBench

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterOctaneBench 4.00System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 97060120180240300Min: 65.4 / Avg: 317.93 / Max: 352.5Min: 51.3 / Avg: 309.41 / Max: 334.9Min: 45.5 / Avg: 209.09 / Max: 231Min: 121.8 / Avg: 226.41 / Max: 250.5Min: 41.2 / Avg: 115.65 / Max: 129.1Min: 43.1 / Avg: 151.54 / Max: 171.8Min: 47.2 / Avg: 125.73 / Max: 146.8Min: 48.4 / Avg: 230.98 / Max: 269.7Min: 45.7 / Avg: 160.64 / Max: 178.7Min: 55.2 / Avg: 212.35 / Max: 234.3Min: 90.1 / Avg: 173.09 / Max: 195.7Min: 48.2 / Avg: 181.09 / Max: 206.3Min: 84.5 / Avg: 156.44 / Max: 186.9

OctaneBench

Total Score

OpenBenchmarking.orgScore Per Watt, More Is BetterOctaneBench 4.00Total ScoreTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 9700.25430.50860.76291.01721.27151.010.990.980.920.790.871.130.940.920.670.640.900.61

NVIDIA GPU Cloud TensorFlow

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 206060120180240300Min: 85 / Avg: 254.04 / Max: 358.4Min: 64.8 / Avg: 249.51 / Max: 341.7Min: 44.7 / Avg: 187.45 / Max: 248.6Min: 52.6 / Avg: 234.08 / Max: 309.7Min: 64.4 / Avg: 153.94 / Max: 187.5Min: 92.2 / Avg: 172.51 / Max: 206.4Min: 46.8 / Avg: 158.44 / Max: 191.8Min: 48.8 / Avg: 216.35 / Max: 276.2Min: 90.2 / Avg: 197.26 / Max: 243.2Min: 89.2 / Avg: 254.69 / Max: 323.3Min: 47.1 / Avg: 184.66 / Max: 228.7

NVIDIA GPU Cloud TensorFlow

Test: VGG-16, FP16

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: VGG-16, FP16TITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 20600.2160.4320.6480.8641.080.960.830.730.560.360.450.530.700.470.300.60

NVIDIA GPU Cloud TensorFlow

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 206060120180240300Min: 53.4 / Avg: 183.94 / Max: 352.4Min: 50.7 / Avg: 199.93 / Max: 341.9Min: 45 / Avg: 158.24 / Max: 243.9Min: 54.6 / Avg: 202.47 / Max: 321.9Min: 57.2 / Avg: 145.06 / Max: 185.9Min: 72.1 / Avg: 163.82 / Max: 213.7Min: 46.9 / Avg: 146.4 / Max: 186.9Min: 48.2 / Avg: 167.92 / Max: 285.5Min: 71.8 / Avg: 185.61 / Max: 251Min: 80.2 / Avg: 223.76 / Max: 314.3Min: 47.4 / Avg: 150.43 / Max: 221.5

NVIDIA GPU Cloud TensorFlow

Test: Inception v4, FP16

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Inception v4, FP16TITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 20600.18680.37360.56040.74720.9340.830.680.570.370.220.270.340.610.290.180.50

NVIDIA GPU Cloud TensorFlow

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 206060120180240300Min: 50.8 / Avg: 266.27 / Max: 362Min: 49.4 / Avg: 250.03 / Max: 345.7Min: 46 / Avg: 210.67 / Max: 248Min: 54.5 / Avg: 245.09 / Max: 319.8Min: 68.9 / Avg: 162.73 / Max: 181.7Min: 88.5 / Avg: 186.77 / Max: 213.9Min: 47.2 / Avg: 164.47 / Max: 190.6Min: 50.5 / Avg: 226.63 / Max: 285.7Min: 45.6 / Avg: 201.99 / Max: 247.3Min: 85.1 / Avg: 254.96 / Max: 305.1Min: 51.8 / Avg: 199.33 / Max: 225.7

NVIDIA GPU Cloud TensorFlow

Test: Googlenet, FP16

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Googlenet, FP16TITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 20600.95851.9172.87553.8344.79254.264.063.022.571.612.012.513.232.251.402.66

NVIDIA GPU Cloud TensorFlow

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 206060120180240300Min: 50.8 / Avg: 244.53 / Max: 358.1Min: 49.3 / Avg: 233.47 / Max: 346.6Min: 47.3 / Avg: 183.41 / Max: 245.9Min: 127.8 / Avg: 217.89 / Max: 307.4Min: 71.6 / Avg: 137.51 / Max: 175.6Min: 88.5 / Avg: 153.43 / Max: 195.1Min: 47.9 / Avg: 143.17 / Max: 191.4Min: 55.1 / Avg: 194.67 / Max: 285.2Min: 94.3 / Avg: 179.31 / Max: 228.6Min: 128.5 / Avg: 228.56 / Max: 295.1Min: 46.4 / Avg: 168.46 / Max: 224.3

NVIDIA GPU Cloud TensorFlow

Test: AlexNet, FP32

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: AlexNet, FP32TITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 20604812162014.6314.3511.3911.617.739.8211.0912.219.816.5410.03

NVIDIA GPU Cloud TensorFlow

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 206060120180240300Min: 51.4 / Avg: 207.26 / Max: 353.6Min: 49.9 / Avg: 209.74 / Max: 336.6Min: 47.2 / Avg: 166.27 / Max: 236.6Min: 65.2 / Avg: 217.49 / Max: 309.9Min: 88.1 / Avg: 140.33 / Max: 172.6Min: 45.4 / Avg: 153.49 / Max: 195.3Min: 48.5 / Avg: 141.56 / Max: 196.9Min: 52.1 / Avg: 190.47 / Max: 278.4Min: 46 / Avg: 179 / Max: 242.1Min: 121.4 / Avg: 236.21 / Max: 313.7Min: 59.5 / Avg: 160.81 / Max: 211.3

NVIDIA GPU Cloud TensorFlow

Test: AlexNet, FP16

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: AlexNet, FP16TITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 206061218243024.2521.1016.2512.247.8310.0711.8716.4710.366.5713.80

NVIDIA GPU Cloud TensorFlow

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 206060120180240300Min: 48.2 / Avg: 198.99 / Max: 354.3Min: 74.7 / Avg: 191.11 / Max: 342.3Min: 72.1 / Avg: 173.65 / Max: 252.5Min: 96.9 / Avg: 228.94 / Max: 319.8Min: 59.6 / Avg: 148.55 / Max: 182.7Min: 72.7 / Avg: 165.01 / Max: 215.3Min: 76.7 / Avg: 148.61 / Max: 192.6Min: 47.6 / Avg: 180.14 / Max: 286.5Min: 73.2 / Avg: 182.82 / Max: 247.3Min: 80.4 / Avg: 228.25 / Max: 305Min: 52 / Avg: 162.9 / Max: 226.2

NVIDIA GPU Cloud TensorFlow

Test: ResNet-50, FP16

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: ResNet-50, FP16TITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 20600.5761.1521.7282.3042.882.562.361.741.180.780.971.181.831.060.671.49

Phoronix Test Suite v10.8.5