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&grw&sor.

NVIDIA GeForce RTX ComputeProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionGTX 960GTX 970GTX 980GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 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 250GBeVGA NVIDIA GeForce GTX 960 2GB (1277/3505MHz)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 10.0ext43840x2160eVGA NVIDIA GeForce GTX 970 4GB (1163/3505MHz)NVIDIA GeForce GTX 980 4GB (1164/3505MHz)NVIDIA GeForce GTX 980 Ti 6GB (999/3505MHz)NVIDIA GeForce GTX 1060 6GB (1506/4006MHz)NVIDIA GeForce GTX 1070 8GB (1506/4006MHz)Zotac NVIDIA GeForce GTX 1070 Ti 8GB (1607/4006MHz)NVIDIA GeForce GTX 1080 8GB (1607/5005MHz)NVIDIA GeForce GTX 1080 Ti 11GB (1480/5508MHz)Device 6GB (1365/7000MHz)ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz)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 -vProcessor Details- Scaling Governor: intel_pstate performanceOpenCL Details- GTX 960: GPU Compute Cores: 1024- GTX 970: GPU Compute Cores: 1664- GTX 980: GPU Compute Cores: 2048- GTX 980 Ti: GPU Compute Cores: 2816- GTX 1060: GPU Compute Cores: 1280- GTX 1070: GPU Compute Cores: 1920- GTX 1070 Ti: GPU Compute Cores: 2432- GTX 1080: GPU Compute Cores: 2560- GTX 1080 Ti: GPU Compute Cores: 3584- RTX 2060: GPU Compute Cores: 1920- RTX 2070: GPU Compute Cores: 2304- RTX 2080: GPU Compute Cores: 2944- RTX 2080 Ti: GPU Compute Cores: 4352- TITAN RTX: GPU Compute Cores: 4608Security Details- __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp

NVIDIA GeForce RTX Computengc-tensorflow: AlexNet, FP16v-ray: CUDA GPUngc-tensorflow: AlexNet, FP32ngc-tensorflow: Inception v4, FP16ngc-tensorflow: Googlenet, FP16ngc-tensorflow: VGG-16, FP16clpeak: Single-Precision Floatclpeak: Global Memory Bandwidthfahbench: mixbench: Single Precisionnamd-cuda: ATPase Simulation - 327,506 Atomsngc-tensorflow: ResNet-50, FP16octanebench: Total Scoreluxmark: GPU - Luxball HDRluxmark: GPU - Microphoneluxmark: GPU - HotelGTX 960GTX 970GTX 980GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX264082.1860.9527680.51207673042591662124.713904143.4190.1741400.3649096.181171178272718111.464460163.92101.1146530.33087110.441319886743020155284.86149440.4035677.035570262.83113.9958350.28720152141.94167721102138711099129.19106332.1326255.63421214710343620.3190311691.821224169642662154691.13150644.7337576.976229195.19138.9964060.24297161132.271706099743874168086.39158849.2741384.506776197.25138.7770250.22392175141.90168861027241661854100.00175854.6045592.408213222.38154.4285020.21430194147.081375186793806266269.95252974.3062913111630327197114810.2043627120921491135235592221993.85168975.87531110.176673276.28177.3872110.20742243162.4921303137434760270165.90208989.43636137802536820182770.1970630220529922183076254313772.712378102.03732151.7010368368.10233.08106900.20213329217.6329149195956559442553.113351136101620715802506294160480.1912945130542442285029202502750.193577152113424416248528293169110.1913550932046617305329805OpenBenchmarking.org

NVIDIA GPU Cloud TensorFlow

Test: AlexNet, FP16

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: AlexNet, FP16TITAN RTXRTX 2080 TiRTX 2080RTX 2070GTX 1080 TiRTX 2060GTX 1080GTX 1070 TiGTX 980 TiGTX 1070GTX 106011002200330044005500SE +/- 9.37, N = 3SE +/- 4.54, N = 3SE +/- 4.16, N = 3SE +/- 2.48, N = 3SE +/- 17.83, N = 3SE +/- 2.26, N = 3SE +/- 2.92, N = 3SE +/- 0.45, N = 3SE +/- 5.31, N = 3SE +/- 4.96, N = 3SE +/- 1.24, N = 350274425313727012662221918541680155215461099

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 TiRTX 2080GTX 980 TiGTX 1070 TiGTX 1070RTX 2060GTX 1080GTX 980GTX 970GTX 1060306090120150SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 3.11, N = 3SE +/- 0.03, N = 3SE +/- 2.75, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 350.1953.1165.9069.9572.7184.8686.3991.1393.85100.00111.46124.71129.19

NVIDIA GPU Cloud TensorFlow

Test: AlexNet, FP32

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: AlexNet, FP32TITAN RTXRTX 2080 TiGTX 1080 TiRTX 2080RTX 2070GTX 1080RTX 2060GTX 1070 TiGTX 1070GTX 980 TiGTX 10608001600240032004000SE +/- 1.96, N = 3SE +/- 6.13, N = 3SE +/- 2.71, N = 3SE +/- 12.13, N = 3SE +/- 1.73, N = 3SE +/- 2.10, N = 3SE +/- 8.52, N = 3SE +/- 0.40, N = 3SE +/- 3.98, N = 3SE +/- 3.72, N = 3SE +/- 0.76, N = 335773351252923782089175816891588150614941063

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 2080RTX 2070RTX 2060GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 980 TiGTX 1060306090120150SE +/- 0.15, N = 3SE +/- 0.12, N = 3SE +/- 0.22, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.35, N = 3SE +/- 0.03, N = 3152.00136.00102.0389.4375.8774.3054.6049.2744.7340.4032.13

NVIDIA GPU Cloud TensorFlow

Test: Googlenet, FP16

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Googlenet, FP16TITAN RTXRTX 2080 TiRTX 2080RTX 2070GTX 1080 TiRTX 2060GTX 1080GTX 1070 TiGTX 1070GTX 980 TiGTX 10602004006008001000SE +/- 1.11, N = 3SE +/- 0.68, N = 3SE +/- 2.14, N = 3SE +/- 0.74, N = 3SE +/- 2.30, N = 3SE +/- 0.70, N = 3SE +/- 0.52, N = 3SE +/- 0.06, N = 3SE +/- 0.51, N = 3SE +/- 1.31, N = 3SE +/- 0.03, N = 311341016732636629531455413375356262

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 2080RTX 2070GTX 1080 TiRTX 2060GTX 1080GTX 1070 TiGTX 980 TiGTX 1070GTX 106050100150200250SE +/- 0.23, N = 3SE +/- 0.09, N = 3SE +/- 0.21, N = 3SE +/- 0.41, N = 3SE +/- 0.18, N = 3SE +/- 0.42, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.99, N = 3SE +/- 0.13, N = 3SE +/- 0.09, N = 3244.00207.00151.70137.00131.00110.1792.4084.5077.0376.9755.63

clpeak

OpenCL Test: Single-Precision Float

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatTITAN RTXRTX 2080 TiGTX 1080 TiRTX 2080GTX 1080RTX 2070GTX 1070 TiRTX 2060GTX 1070GTX 980 TiGTX 980GTX 1060GTX 970GTX 9603K6K9K12K15KSE +/- 982.50, N = 3SE +/- 599.97, N = 3SE +/- 0.49, N = 3SE +/- 496.55, N = 3SE +/- 41.00, N = 3SE +/- 457.63, N = 3SE +/- 12.96, N = 3SE +/- 486.34, N = 3SE +/- 3.27, N = 3SE +/- 18.02, N = 3SE +/- 40.51, N = 3SE +/- 1.83, N = 3SE +/- 31.25, N = 3SE +/- 7.94, N = 3162481580211630103688213802567766673622955704460421239042640

clpeak

OpenCL Test: Global Memory Bandwidth

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthTITAN RTXRTX 2080 TiRTX 2080RTX 2070GTX 1080 TiRTX 2060GTX 980 TiGTX 1080GTX 1070 TiGTX 1070GTX 980GTX 1060GTX 970GTX 960110220330440550SE +/- 1.04, N = 3SE +/- 0.96, N = 3SE +/- 0.17, N = 3SE +/- 0.38, N = 3SE +/- 2.76, N = 3SE +/- 0.19, N = 3SE +/- 0.70, N = 3SE +/- 0.62, N = 3SE +/- 0.01, N = 3SE +/- 1.04, N = 3SE +/- 0.34, N = 3SE +/- 0.11, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3528.00506.00368.10368.00327.00276.28262.83222.38197.25195.19163.92147.00143.4182.18

FAHBench

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2RTX 2080 TiTITAN RTXRTX 2080RTX 2070GTX 1080 TiRTX 2060GTX 1080GTX 1070GTX 1070 TiGTX 980 TiGTX 1060GTX 980GTX 970GTX 96060120180240300SE +/- 0.30, N = 3SE +/- 0.20, N = 3SE +/- 0.39, N = 3SE +/- 0.04, N = 3SE +/- 0.20, N = 3SE +/- 0.10, N = 3SE +/- 0.07, N = 3SE +/- 0.93, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3294.00293.00233.08201.00197.00177.38154.42138.99138.77113.99103.00101.1190.1760.95

Mixbench

Benchmark: Single Precision

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Single PrecisionTITAN RTXRTX 2080 TiGTX 1080 TiRTX 2080GTX 1080RTX 2070RTX 2060GTX 1070 TiGTX 1070GTX 980 TiGTX 980GTX 1060GTX 970GTX 9604K8K12K16K20KSE +/- 21.73, N = 3SE +/- 14.18, N = 3SE +/- 457.77, N = 3SE +/- 2.83, N = 3SE +/- 5.87, N = 3SE +/- 2.15, N = 3SE +/- 7.52, N = 3SE +/- 5.09, N = 3SE +/- 33.45, N = 3SE +/- 5.81, N = 3SE +/- 2.19, N = 3SE +/- 1.33, N = 3SE +/- 3.28, N = 3SE +/- 13.58, N = 31691116048114811069085028277721170256406583546534362414027681. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

NAMD CUDA

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.13ATPase Simulation - 327,506 AtomsRTX 2080 TiTITAN RTXRTX 2070RTX 2080GTX 1080 TiRTX 2060GTX 1080GTX 1070 TiGTX 1070GTX 980 TiGTX 1060GTX 980GTX 970GTX 9600.11520.23040.34560.46080.576SE +/- 0.00169, N = 3SE +/- 0.00131, N = 3SE +/- 0.00102, N = 3SE +/- 0.00394, N = 3SE +/- 0.00199, N = 3SE +/- 0.00308, N = 3SE +/- 0.00299, N = 3SE +/- 0.00120, N = 3SE +/- 0.00137, N = 3SE +/- 0.00061, N = 3SE +/- 0.00213, N = 3SE +/- 0.00305, N = 3SE +/- 0.00081, N = 3SE +/- 0.00242, N = 30.191290.191350.197060.202130.204360.207420.214300.223920.242970.287200.319030.330870.364900.51207

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 2080RTX 2070GTX 1080 TiRTX 2060GTX 1080GTX 1070 TiGTX 1070GTX 980 TiGTX 1060110220330440550SE +/- 0.63, N = 3SE +/- 0.19, N = 3SE +/- 0.54, N = 3SE +/- 0.48, N = 3SE +/- 0.73, N = 3SE +/- 0.95, N = 3SE +/- 0.45, N = 3SE +/- 0.35, N = 3SE +/- 0.62, N = 3SE +/- 0.73, N = 3SE +/- 0.45, N = 3509451329302271243194175161152116

OctaneBench

Total Score

OpenBenchmarking.orgScore, More Is BetterOctaneBench 4.00Total ScoreTITAN RTXRTX 2080 TiRTX 2080GTX 1080 TiRTX 2070RTX 2060GTX 1080GTX 980 TiGTX 1070 TiGTX 1070GTX 980GTX 970GTX 106070140210280350320.00305.00217.63209.00205.00162.49147.08141.94141.90132.27110.4496.1891.82

LuxMark

OpenCL Device: GPU - Scene: Luxball HDR

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRTITAN RTXRTX 2080 TiRTX 2070RTX 2080GTX 1080 TiRTX 2060GTX 1070GTX 1070 TiGTX 980 TiGTX 1080GTX 980GTX 1060GTX 970GTX 96010K20K30K40K50KSE +/- 79.00, N = 3SE +/- 72.18, N = 3SE +/- 72.75, N = 3SE +/- 3.53, N = 3SE +/- 79.56, N = 3SE +/- 16.82, N = 3SE +/- 7.00, N = 3SE +/- 1.67, N = 3SE +/- 63.67, N = 3SE +/- 19.60, N = 3SE +/- 25.24, N = 3SE +/- 5.00, N = 3SE +/- 7.51, N = 3SE +/- 18.33, N = 3466174244229922291492149121303170601688616772137511319812241117116730

LuxMark

OpenCL Device: GPU - Scene: Microphone

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: MicrophoneTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 1080 TiGTX 980 TiGTX 1070 TiGTX 1070GTX 1080GTX 980GTX 970GTX 1060GTX 9607K14K21K28K35KSE +/- 33.83, N = 3SE +/- 6.96, N = 3SE +/- 10.26, N = 3SE +/- 73.89, N = 3SE +/- 10.17, N = 3SE +/- 8.35, N = 3SE +/- 48.67, N = 3SE +/- 1.20, N = 3SE +/- 2.96, N = 3SE +/- 13.11, N = 3SE +/- 33.32, N = 3SE +/- 7.69, N = 3SE +/- 0.33, N = 3SE +/- 6.00, N = 33053228502195951830713743135231102110272997486798674782769644259

LuxMark

OpenCL Device: GPU - Scene: Hotel

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: HotelTITAN RTXRTX 2080 TiRTX 2080RTX 2070GTX 1080 TiRTX 2060GTX 1070 TiGTX 1070GTX 980 TiGTX 1080GTX 980GTX 970GTX 1060GTX 9602K4K6K8K10KSE +/- 48.88, N = 3SE +/- 5.46, N = 3SE +/- 8.84, N = 3SE +/- 5.51, N = 3SE +/- 23.84, N = 3SE +/- 1.53, N = 3SE +/- 0.88, N = 3SE +/- 5.36, N = 3SE +/- 2.67, N = 3SE +/- 1.20, N = 3SE +/- 12.22, N = 3SE +/- 5.55, N = 3SE +/- 2.33, N = 3SE +/- 11.00, N = 398059202655962545592476041663874387138063020271826621662

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 2080RTX 2070RTX 2060GTX 1080 TiGTX 1070 TiGTX 1080GTX 1070GTX 1060GTX 980 Ti0.5761.1521.7282.3042.882.562.361.831.741.491.181.181.060.970.780.67

NVIDIA GPU Cloud TensorFlow

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorGTX 1060GTX 1070 TiRTX 2060GTX 1070RTX 2070RTX 2080GTX 1080RTX 2080 TiTITAN RTXGTX 980 TiGTX 1080 Ti60120180240300Min: 59.6 / Avg: 148.55 / Max: 182.7Min: 76.7 / Avg: 148.61 / Max: 192.6Min: 52 / Avg: 162.9 / Max: 226.2Min: 72.7 / Avg: 165.01 / Max: 215.3Min: 72.1 / Avg: 173.65 / Max: 252.5Min: 47.6 / Avg: 180.14 / Max: 286.5Min: 73.2 / Avg: 182.82 / Max: 247.3Min: 74.7 / Avg: 191.11 / Max: 342.3Min: 48.2 / Avg: 198.99 / Max: 354.3Min: 80.4 / Avg: 228.25 / Max: 305Min: 96.9 / Avg: 228.94 / Max: 319.8

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 2080RTX 2070RTX 2060GTX 1080 TiGTX 1070 TiGTX 1080GTX 1070GTX 1060GTX 980 Ti61218243024.2521.1016.4716.2513.8012.2411.8710.3610.077.836.57

NVIDIA GPU Cloud TensorFlow

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorGTX 1060GTX 1070 TiGTX 1070RTX 2060RTX 2070GTX 1080RTX 2080TITAN RTXRTX 2080 TiGTX 1080 TiGTX 980 Ti60120180240300Min: 88.1 / Avg: 140.33 / Max: 172.6Min: 48.5 / Avg: 141.56 / Max: 196.9Min: 45.4 / Avg: 153.49 / Max: 195.3Min: 59.5 / Avg: 160.81 / Max: 211.3Min: 47.2 / Avg: 166.27 / Max: 236.6Min: 46 / Avg: 179 / Max: 242.1Min: 52.1 / Avg: 190.47 / Max: 278.4Min: 51.4 / Avg: 207.26 / Max: 353.6Min: 49.9 / Avg: 209.74 / Max: 336.6Min: 65.2 / Avg: 217.49 / Max: 309.9Min: 121.4 / Avg: 236.21 / Max: 313.7

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 2080GTX 1080 TiRTX 2070GTX 1070 TiRTX 2060GTX 1070GTX 1080GTX 1060GTX 980 Ti4812162014.6314.3512.2111.6111.3911.0910.039.829.817.736.54

NVIDIA GPU Cloud TensorFlow

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorGTX 1060GTX 1070 TiGTX 1070RTX 2060GTX 1080RTX 2070RTX 2080GTX 1080 TiGTX 980 TiRTX 2080 TiTITAN RTX60120180240300Min: 71.6 / Avg: 137.51 / Max: 175.6Min: 47.9 / Avg: 143.17 / Max: 191.4Min: 88.5 / Avg: 153.43 / Max: 195.1Min: 46.4 / Avg: 168.46 / Max: 224.3Min: 94.3 / Avg: 179.31 / Max: 228.6Min: 47.3 / Avg: 183.41 / Max: 245.9Min: 55.1 / Avg: 194.67 / Max: 285.2Min: 127.8 / Avg: 217.89 / Max: 307.4Min: 128.5 / Avg: 228.56 / Max: 295.1Min: 49.3 / Avg: 233.47 / Max: 346.6Min: 50.8 / Avg: 244.53 / Max: 358.1

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 2080RTX 2070RTX 2060GTX 1080 TiGTX 1070 TiGTX 1080GTX 1070GTX 1060GTX 980 Ti0.95851.9172.87553.8344.79254.264.063.233.022.662.572.512.252.011.611.40

NVIDIA GPU Cloud TensorFlow

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorGTX 1060GTX 1070 TiGTX 1070RTX 2060GTX 1080RTX 2070RTX 2080GTX 1080 TiRTX 2080 TiGTX 980 TiTITAN RTX60120180240300Min: 68.9 / Avg: 162.73 / Max: 181.7Min: 47.2 / Avg: 164.47 / Max: 190.6Min: 88.5 / Avg: 186.77 / Max: 213.9Min: 51.8 / Avg: 199.33 / Max: 225.7Min: 45.6 / Avg: 201.99 / Max: 247.3Min: 46 / Avg: 210.67 / Max: 248Min: 50.5 / Avg: 226.63 / Max: 285.7Min: 54.5 / Avg: 245.09 / Max: 319.8Min: 49.4 / Avg: 250.03 / Max: 345.7Min: 85.1 / Avg: 254.96 / Max: 305.1Min: 50.8 / Avg: 266.27 / Max: 362

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 2080RTX 2070RTX 2060GTX 1080 TiGTX 1070 TiGTX 1080GTX 1070GTX 1060GTX 980 Ti0.18680.37360.56040.74720.9340.830.680.610.570.500.370.340.290.270.220.18

NVIDIA GPU Cloud TensorFlow

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorGTX 1060GTX 1070 TiRTX 2060RTX 2070GTX 1070RTX 2080TITAN RTXGTX 1080RTX 2080 TiGTX 1080 TiGTX 980 Ti60120180240300Min: 57.2 / Avg: 145.06 / Max: 185.9Min: 46.9 / Avg: 146.4 / Max: 186.9Min: 47.4 / Avg: 150.43 / Max: 221.5Min: 45 / Avg: 158.24 / Max: 243.9Min: 72.1 / Avg: 163.82 / Max: 213.7Min: 48.2 / Avg: 167.92 / Max: 285.5Min: 53.4 / Avg: 183.94 / Max: 352.4Min: 71.8 / Avg: 185.61 / Max: 251Min: 50.7 / Avg: 199.93 / Max: 341.9Min: 54.6 / Avg: 202.47 / Max: 321.9Min: 80.2 / Avg: 223.76 / Max: 314.3

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 2070RTX 2080RTX 2060GTX 1080 TiGTX 1070 TiGTX 1080GTX 1070GTX 1060GTX 980 Ti0.2160.4320.6480.8641.080.960.830.730.700.600.560.530.470.450.360.30

NVIDIA GPU Cloud TensorFlow

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorGTX 1060GTX 1070 TiGTX 1070RTX 2060RTX 2070GTX 1080RTX 2080GTX 1080 TiRTX 2080 TiTITAN RTXGTX 980 Ti60120180240300Min: 64.4 / Avg: 153.94 / Max: 187.5Min: 46.8 / Avg: 158.44 / Max: 191.8Min: 92.2 / Avg: 172.51 / Max: 206.4Min: 47.1 / Avg: 184.66 / Max: 228.7Min: 44.7 / Avg: 187.45 / Max: 248.6Min: 90.2 / Avg: 197.26 / Max: 243.2Min: 48.8 / Avg: 216.35 / Max: 276.2Min: 52.6 / Avg: 234.08 / Max: 309.7Min: 64.8 / Avg: 249.51 / Max: 341.7Min: 85 / Avg: 254.04 / Max: 358.4Min: 89.2 / Avg: 254.69 / Max: 323.3

OctaneBench

Total Score

OpenBenchmarking.orgScore Per Watt, More Is BetterOctaneBench 4.00Total ScoreGTX 1070 TiTITAN RTXRTX 2080 TiRTX 2070RTX 2080GTX 1080 TiGTX 1080RTX 2060GTX 1070GTX 1060GTX 980 TiGTX 980GTX 9700.25430.50860.76291.01721.27151.131.010.990.980.940.920.920.900.870.790.670.640.61

OctaneBench

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterOctaneBench 4.00System Power Consumption MonitorGTX 1060GTX 1070 TiGTX 1070GTX 970GTX 1080GTX 980RTX 2060RTX 2070GTX 980 TiGTX 1080 TiRTX 2080RTX 2080 TiTITAN RTX60120180240300Min: 41.2 / Avg: 115.65 / Max: 129.1Min: 47.2 / Avg: 125.73 / Max: 146.8Min: 43.1 / Avg: 151.54 / Max: 171.8Min: 84.5 / Avg: 156.44 / Max: 186.9Min: 45.7 / Avg: 160.64 / Max: 178.7Min: 90.1 / Avg: 173.09 / Max: 195.7Min: 48.2 / Avg: 181.09 / Max: 206.3Min: 45.5 / Avg: 209.09 / Max: 231Min: 55.2 / Avg: 212.35 / Max: 234.3Min: 121.8 / Avg: 226.41 / Max: 250.5Min: 48.4 / Avg: 230.98 / Max: 269.7Min: 51.3 / Avg: 309.41 / Max: 334.9Min: 65.4 / Avg: 317.93 / Max: 352.5

NAMD CUDA

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterNAMD CUDA 2.13System Power Consumption MonitorGTX 1070 TiGTX 1080GTX 960GTX 1070GTX 1060RTX 2060RTX 2070GTX 970RTX 2080RTX 2080 TiTITAN RTXGTX 980GTX 1080 TiGTX 980 Ti70140210280350Min: 47.3 / Avg: 210.26 / Max: 256.2Min: 45.7 / Avg: 224.13 / Max: 316Min: 42.9 / Avg: 225.84 / Max: 265.4Min: 61.4 / Avg: 228.6 / Max: 279.9Min: 120.6 / Avg: 229.99 / Max: 264.7Min: 49.3 / Avg: 233.66 / Max: 304.2Min: 47.9 / Avg: 237.1 / Max: 316.7Min: 50.2 / Avg: 242.64 / Max: 306.2Min: 56.5 / Avg: 255.83 / Max: 338Min: 51.2 / Avg: 264.81 / Max: 374.7Min: 53.2 / Avg: 266.74 / Max: 364.1Min: 50.6 / Avg: 266.8 / Max: 318.8Min: 52.4 / Avg: 286.64 / Max: 379.7Min: 52.6 / Avg: 295.05 / Max: 362.6

FAHBench

OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterFAHBench 2.3.2RTX 2080 TiTITAN RTXRTX 2080RTX 2070RTX 2060GTX 1070 TiGTX 1080 TiGTX 1080GTX 1070GTX 1060GTX 980GTX 970GTX 980 TiGTX 9600.31730.63460.95191.26921.58651.411.361.291.211.161.101.051.000.980.830.640.620.610.49

FAHBench

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterFAHBench 2.3.2System Power Consumption MonitorGTX 1060GTX 960GTX 1070 TiGTX 1070GTX 970RTX 2060GTX 1080GTX 980RTX 2070RTX 2080GTX 1080 TiGTX 980 TiRTX 2080 TiTITAN RTX60120180240300Min: 66.2 / Avg: 123.16 / Max: 154.3Min: 68.4 / Avg: 123.63 / Max: 157.5Min: 46.8 / Avg: 126.68 / Max: 151.2Min: 68.1 / Avg: 141.93 / Max: 196.9Min: 51.7 / Avg: 145.38 / Max: 189Min: 47.2 / Avg: 153.38 / Max: 211.4Min: 69.5 / Avg: 154.76 / Max: 204.7Min: 51.4 / Avg: 157.3 / Max: 209.6Min: 46.5 / Avg: 166.14 / Max: 224.8Min: 48 / Avg: 180.6 / Max: 251.3Min: 75.6 / Avg: 187.69 / Max: 260.2Min: 79.8 / Avg: 188.31 / Max: 237.7Min: 50 / Avg: 208.85 / Max: 317.9Min: 70.9 / Avg: 216.29 / Max: 314.2

LuxMark

OpenCL Device: GPU - Scene: Luxball HDR

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRTITAN RTXRTX 2080 TiRTX 2070RTX 2080GTX 1070 TiRTX 2060GTX 1070GTX 1080 TiGTX 1060GTX 1080GTX 980 TiGTX 980GTX 970GTX 960306090120150139.00132.00132.00119.28114.48110.3695.4489.6786.6379.4972.0268.1965.4648.44

LuxMark

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorGTX 960GTX 1060GTX 1070 TiGTX 1080GTX 1070GTX 970RTX 2060GTX 980RTX 2070GTX 980 TiGTX 1080 TiRTX 2080RTX 2080 TiTITAN RTX60120180240300Min: 76 / Avg: 138.95 / Max: 141.3Min: 70 / Avg: 141.29 / Max: 144.7Min: 63.4 / Avg: 147.51 / Max: 149.2Min: 91.3 / Avg: 172.99 / Max: 180Min: 85.1 / Avg: 178.76 / Max: 184.9Min: 90.4 / Avg: 178.9 / Max: 181.9Min: 47.1 / Avg: 193.04 / Max: 197.2Min: 98 / Avg: 193.56 / Max: 204.4Min: 54.9 / Avg: 227.08 / Max: 233.7Min: 134.6 / Avg: 232.86 / Max: 240.6Min: 123.7 / Avg: 239.66 / Max: 246.7Min: 48.3 / Avg: 244.37 / Max: 254Min: 98.7 / Avg: 321.98 / Max: 335Min: 49.8 / Avg: 335.62 / Max: 344.2

LuxMark

OpenCL Device: GPU - Scene: Microphone

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: MicrophoneTITAN RTXRTX 2080 TiRTX 2070RTX 2080RTX 2060GTX 1070 TiGTX 1070GTX 1080 TiGTX 1060GTX 1080GTX 980 TiGTX 980GTX 970GTX 9602040608010091.4588.7283.0479.6173.3972.5959.7758.7351.9451.0847.0746.2944.4331.58

LuxMark

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorGTX 1060GTX 960GTX 1070 TiGTX 1070GTX 1080GTX 970RTX 2060GTX 980RTX 2070GTX 1080 TiGTX 980 TiRTX 2080RTX 2080 TiTITAN RTX60120180240300Min: 41.2 / Avg: 134.07 / Max: 138Min: 44.5 / Avg: 134.86 / Max: 138.4Min: 47.1 / Avg: 141.5 / Max: 144Min: 46.4 / Avg: 166.86 / Max: 171.8Min: 45.3 / Avg: 169.91 / Max: 172.6Min: 49.1 / Avg: 176.17 / Max: 179.9Min: 49.3 / Avg: 187.25 / Max: 199.5Min: 50 / Avg: 187.37 / Max: 193.4Min: 46.1 / Avg: 220.46 / Max: 224Min: 54.8 / Avg: 230.25 / Max: 239.2Min: 144.5 / Avg: 234.12 / Max: 246.1Min: 118 / Avg: 246.15 / Max: 252.2Min: 105.4 / Avg: 321.25 / Max: 329.8Min: 138.3 / Avg: 333.87 / Max: 346.9

LuxMark

OpenCL Device: GPU - Scene: Hotel

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: HotelTITAN RTXRTX 2080 TiGTX 1070 TiRTX 2070RTX 2080RTX 2060GTX 1080 TiGTX 1070GTX 1080GTX 1060GTX 980 TiGTX 980GTX 970GTX 96071421283527.9027.4726.2926.2725.1322.9020.4119.9919.1317.5215.2314.2313.8810.84

LuxMark

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorGTX 1060GTX 960GTX 1070 TiGTX 1070GTX 970GTX 1080RTX 2060GTX 980RTX 2070GTX 980 TiRTX 2080GTX 1080 TiRTX 2080 TiTITAN RTX60120180240300Min: 58.3 / Avg: 151.9 / Max: 155Min: 44.1 / Avg: 153.32 / Max: 164.6Min: 46.8 / Avg: 158.44 / Max: 162.1Min: 45.8 / Avg: 193.84 / Max: 200.5Min: 48.9 / Avg: 195.82 / Max: 201.9Min: 45.9 / Avg: 198.93 / Max: 204.7Min: 48.1 / Avg: 207.9 / Max: 215.1Min: 50.2 / Avg: 212.29 / Max: 219.3Min: 99.1 / Avg: 238.08 / Max: 243.5Min: 54.4 / Avg: 254.22 / Max: 263Min: 104 / Avg: 260.96 / Max: 275.4Min: 69.7 / Avg: 274.01 / Max: 280.9Min: 51.3 / Avg: 334.98 / Max: 346.2Min: 99.9 / Avg: 351.42 / Max: 361.4

Chaos Group V-RAY

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterChaos Group V-RAY 1.1.0System Power Consumption MonitorGTX 1060GTX 1070 TiGTX 1070GTX 970GTX 1080RTX 2060GTX 980RTX 2080RTX 2070GTX 980 TiGTX 1080 TiTITAN RTXRTX 2080 Ti50100150200250Min: 41.4 / Avg: 120.6 / Max: 125.1Min: 47.4 / Avg: 131.37 / Max: 137.3Min: 46.7 / Avg: 155.43 / Max: 164.2Min: 49.2 / Avg: 156.04 / Max: 166.7Min: 47.4 / Avg: 156.61 / Max: 162.9Min: 48.7 / Avg: 158.51 / Max: 168.3Min: 49.6 / Avg: 169.61 / Max: 178.6Min: 51.5 / Avg: 190.57 / Max: 204Min: 46.4 / Avg: 191.75 / Max: 200.2Min: 54.7 / Avg: 214.87 / Max: 232.2Min: 53.7 / Avg: 215.17 / Max: 232.7Min: 97.6 / Avg: 246.65 / Max: 277.2Min: 52.4 / Avg: 254.09 / Max: 280.2

GPU Temperature Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringGTX 1070 TiGTX 970GTX 1060RTX 2060RTX 2070GTX 960GTX 1080GTX 1070RTX 2080 TiTITAN RTXGTX 1080 TiRTX 2080GTX 980GTX 980 Ti1632486480Min: 37 / Avg: 48.41 / Max: 56Min: 37 / Avg: 54.14 / Max: 62Min: 28 / Avg: 56.53 / Max: 68Min: 40 / Avg: 60.23 / Max: 71Min: 36 / Avg: 61.58 / Max: 75Min: 50 / Avg: 64.07 / Max: 73Min: 32 / Avg: 65.16 / Max: 78Min: 48 / Avg: 65.17 / Max: 76Min: 48 / Avg: 65.76 / Max: 77Min: 37 / Avg: 67.01 / Max: 79Min: 35 / Avg: 70.03 / Max: 81Min: 46 / Avg: 70.67 / Max: 83Min: 53 / Avg: 73.31 / Max: 80Min: 39 / Avg: 74.6 / Max: 84

System Power Consumption Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringGTX 1060GTX 960GTX 1070 TiGTX 1070RTX 2060GTX 970GTX 1080GTX 980RTX 2070RTX 2080GTX 980 TiGTX 1080 TiRTX 2080 TiTITAN RTX70140210280350Min: 41.2 / Avg: 130.15 / Max: 264.7Min: 42.9 / Avg: 136.46 / Max: 265.4Min: 46.8 / Avg: 137.25 / Max: 256.2Min: 43.1 / Avg: 157.95 / Max: 279.9Min: 46.3 / Avg: 164.46 / Max: 304.2Min: 48.9 / Avg: 166.06 / Max: 306.2Min: 45.3 / Avg: 167.73 / Max: 316Min: 49.6 / Avg: 181.05 / Max: 319.5Min: 44 / Avg: 182.56 / Max: 316.7Min: 46.4 / Avg: 198.17 / Max: 338Min: 52.3 / Avg: 211.41 / Max: 362.6Min: 52.4 / Avg: 222.48 / Max: 379.7Min: 48.8 / Avg: 259.03 / Max: 374.7Min: 48.2 / Avg: 267.56 / Max: 369.7

Phoronix Test Suite v10.8.5