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.

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, FP16GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX11002200330044005500SE +/- 5.31, N = 3SE +/- 1.24, N = 3SE +/- 4.96, N = 3SE +/- 0.45, N = 3SE +/- 2.92, N = 3SE +/- 17.83, N = 3SE +/- 2.26, N = 3SE +/- 2.48, N = 3SE +/- 4.16, N = 3SE +/- 4.54, N = 3SE +/- 9.37, N = 315521099154616801854266222192701313744255027

Chaos Group V-RAY

Mode: CUDA GPU

OpenBenchmarking.orgSeconds, Fewer Is BetterChaos Group V-RAY 1.1.0Mode: CUDA GPUGTX 970GTX 980GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX306090120150SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 2.75, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 3.11, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3124.71111.4684.86129.1991.1386.39100.0069.9593.8565.9072.7153.1150.19

NVIDIA GPU Cloud TensorFlow

Test: AlexNet, FP32

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: AlexNet, FP32GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX8001600240032004000SE +/- 3.72, N = 3SE +/- 0.76, N = 3SE +/- 3.98, N = 3SE +/- 0.40, N = 3SE +/- 2.10, N = 3SE +/- 2.71, N = 3SE +/- 8.52, N = 3SE +/- 1.73, N = 3SE +/- 12.13, N = 3SE +/- 6.13, N = 3SE +/- 1.96, N = 314941063150615881758252916892089237833513577

NVIDIA GPU Cloud TensorFlow

Test: Inception v4, FP16

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Inception v4, FP16GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX306090120150SE +/- 0.35, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.22, N = 3SE +/- 0.12, N = 3SE +/- 0.15, N = 340.4032.1344.7349.2754.6074.3075.8789.43102.03136.00152.00

NVIDIA GPU Cloud TensorFlow

Test: Googlenet, FP16

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Googlenet, FP16GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX2004006008001000SE +/- 1.31, N = 3SE +/- 0.03, N = 3SE +/- 0.51, N = 3SE +/- 0.06, N = 3SE +/- 0.52, N = 3SE +/- 2.30, N = 3SE +/- 0.70, N = 3SE +/- 0.74, N = 3SE +/- 2.14, N = 3SE +/- 0.68, N = 3SE +/- 1.11, N = 335626237541345562953163673210161134

NVIDIA GPU Cloud TensorFlow

Test: VGG-16, FP16

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: VGG-16, FP16GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX50100150200250SE +/- 0.99, N = 3SE +/- 0.09, N = 3SE +/- 0.13, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.18, N = 3SE +/- 0.42, N = 3SE +/- 0.41, N = 3SE +/- 0.21, N = 3SE +/- 0.09, N = 3SE +/- 0.23, N = 377.0355.6376.9784.5092.40131.00110.17137.00151.70207.00244.00

clpeak

OpenCL Test: Single-Precision Float

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatGTX 960GTX 970GTX 980GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX3K6K9K12K15KSE +/- 7.94, N = 3SE +/- 31.25, N = 3SE +/- 40.51, N = 3SE +/- 18.02, N = 3SE +/- 1.83, N = 3SE +/- 3.27, N = 3SE +/- 12.96, N = 3SE +/- 41.00, N = 3SE +/- 0.49, N = 3SE +/- 486.34, N = 3SE +/- 457.63, N = 3SE +/- 496.55, N = 3SE +/- 599.97, N = 3SE +/- 982.50, N = 3264039044460557042126229677682131163066738025103681580216248

clpeak

OpenCL Test: Global Memory Bandwidth

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthGTX 960GTX 970GTX 980GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX110220330440550SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.34, N = 3SE +/- 0.70, N = 3SE +/- 0.11, N = 3SE +/- 1.04, N = 3SE +/- 0.01, N = 3SE +/- 0.62, N = 3SE +/- 2.76, N = 3SE +/- 0.19, N = 3SE +/- 0.38, N = 3SE +/- 0.17, N = 3SE +/- 0.96, N = 3SE +/- 1.04, N = 382.18143.41163.92262.83147.00195.19197.25222.38327.00276.28368.00368.10506.00528.00

FAHBench

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2GTX 960GTX 970GTX 980GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX60120180240300SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.93, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.20, N = 3SE +/- 0.10, N = 3SE +/- 0.04, N = 3SE +/- 0.39, N = 3SE +/- 0.30, N = 3SE +/- 0.20, N = 360.9590.17101.11113.99103.00138.99138.77154.42197.00177.38201.00233.08294.00293.00

Mixbench

Benchmark: Single Precision

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Single PrecisionGTX 960GTX 970GTX 980GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX4K8K12K16K20KSE +/- 13.58, N = 3SE +/- 3.28, N = 3SE +/- 2.19, N = 3SE +/- 5.81, N = 3SE +/- 1.33, N = 3SE +/- 33.45, N = 3SE +/- 5.09, N = 3SE +/- 5.87, N = 3SE +/- 457.77, N = 3SE +/- 7.52, N = 3SE +/- 2.15, N = 3SE +/- 2.83, N = 3SE +/- 14.18, N = 3SE +/- 21.73, N = 32768414046535835436264067025850211481721182771069016048169111. (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 AtomsGTX 960GTX 970GTX 980GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX0.11520.23040.34560.46080.576SE +/- 0.00242, N = 3SE +/- 0.00081, N = 3SE +/- 0.00305, N = 3SE +/- 0.00061, N = 3SE +/- 0.00213, N = 3SE +/- 0.00137, N = 3SE +/- 0.00120, N = 3SE +/- 0.00299, N = 3SE +/- 0.00199, N = 3SE +/- 0.00308, N = 3SE +/- 0.00102, N = 3SE +/- 0.00394, N = 3SE +/- 0.00169, N = 3SE +/- 0.00131, N = 30.512070.364900.330870.287200.319030.242970.223920.214300.204360.207420.197060.202130.191290.19135

NVIDIA GPU Cloud TensorFlow

Test: ResNet-50, FP16

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: ResNet-50, FP16GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX110220330440550SE +/- 0.73, N = 3SE +/- 0.45, N = 3SE +/- 0.62, N = 3SE +/- 0.35, N = 3SE +/- 0.45, N = 3SE +/- 0.73, N = 3SE +/- 0.95, N = 3SE +/- 0.48, N = 3SE +/- 0.54, N = 3SE +/- 0.19, N = 3SE +/- 0.63, N = 3152116161175194271243302329451509

OctaneBench

Total Score

OpenBenchmarking.orgScore, More Is BetterOctaneBench 4.00Total ScoreGTX 970GTX 980GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX7014021028035096.18110.44141.9491.82132.27141.90147.08209.00162.49205.00217.63305.00320.00

LuxMark

OpenCL Device: GPU - Scene: Luxball HDR

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRGTX 960GTX 970GTX 980GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX10K20K30K40K50KSE +/- 18.33, N = 3SE +/- 7.51, N = 3SE +/- 25.24, N = 3SE +/- 63.67, N = 3SE +/- 5.00, N = 3SE +/- 7.00, N = 3SE +/- 1.67, N = 3SE +/- 19.60, N = 3SE +/- 79.56, N = 3SE +/- 16.82, N = 3SE +/- 72.75, N = 3SE +/- 3.53, N = 3SE +/- 72.18, N = 3SE +/- 79.00, N = 3673011711131981677212241170601688613751214912130329922291494244246617

LuxMark

OpenCL Device: GPU - Scene: Microphone

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: MicrophoneGTX 960GTX 970GTX 980GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX7K14K21K28K35KSE +/- 6.00, N = 3SE +/- 7.69, N = 3SE +/- 33.32, N = 3SE +/- 48.67, N = 3SE +/- 0.33, N = 3SE +/- 2.96, N = 3SE +/- 1.20, N = 3SE +/- 13.11, N = 3SE +/- 8.35, N = 3SE +/- 10.17, N = 3SE +/- 73.89, N = 3SE +/- 10.26, N = 3SE +/- 6.96, N = 3SE +/- 33.83, N = 34259782786741102169649974102728679135231374318307195952850230532

LuxMark

OpenCL Device: GPU - Scene: Hotel

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: HotelGTX 960GTX 970GTX 980GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX2K4K6K8K10KSE +/- 11.00, N = 3SE +/- 5.55, N = 3SE +/- 12.22, N = 3SE +/- 2.67, N = 3SE +/- 2.33, N = 3SE +/- 5.36, N = 3SE +/- 0.88, N = 3SE +/- 1.20, N = 3SE +/- 23.84, N = 3SE +/- 1.53, N = 3SE +/- 5.51, N = 3SE +/- 8.84, N = 3SE +/- 5.46, N = 3SE +/- 48.88, N = 316622718302038712662387441663806559247606254655992029805

NVIDIA GPU Cloud TensorFlow

Test: ResNet-50, FP16

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: ResNet-50, FP16GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX0.5761.1521.7282.3042.880.670.780.971.181.061.181.491.741.832.362.56

NVIDIA GPU Cloud TensorFlow

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorGTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX60120180240300Min: 80.4 / Avg: 228.25 / Max: 305Min: 59.6 / Avg: 148.55 / Max: 182.7Min: 72.7 / Avg: 165.01 / Max: 215.3Min: 76.7 / Avg: 148.61 / Max: 192.6Min: 73.2 / Avg: 182.82 / Max: 247.3Min: 96.9 / Avg: 228.94 / Max: 319.8Min: 52 / Avg: 162.9 / Max: 226.2Min: 72.1 / Avg: 173.65 / Max: 252.5Min: 47.6 / Avg: 180.14 / Max: 286.5Min: 74.7 / Avg: 191.11 / Max: 342.3Min: 48.2 / Avg: 198.99 / Max: 354.3

NVIDIA GPU Cloud TensorFlow

Test: AlexNet, FP16

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: AlexNet, FP16GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX6121824306.577.8310.0711.8710.3612.2413.8016.2516.4721.1024.25

NVIDIA GPU Cloud TensorFlow

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorGTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX60120180240300Min: 121.4 / Avg: 236.21 / Max: 313.7Min: 88.1 / Avg: 140.33 / Max: 172.6Min: 45.4 / Avg: 153.49 / Max: 195.3Min: 48.5 / Avg: 141.56 / Max: 196.9Min: 46 / Avg: 179 / Max: 242.1Min: 65.2 / Avg: 217.49 / Max: 309.9Min: 59.5 / Avg: 160.81 / Max: 211.3Min: 47.2 / Avg: 166.27 / Max: 236.6Min: 52.1 / Avg: 190.47 / Max: 278.4Min: 49.9 / Avg: 209.74 / Max: 336.6Min: 51.4 / Avg: 207.26 / Max: 353.6

NVIDIA GPU Cloud TensorFlow

Test: AlexNet, FP32

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: AlexNet, FP32GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX481216206.547.739.8211.099.8111.6110.0311.3912.2114.3514.63

NVIDIA GPU Cloud TensorFlow

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorGTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX60120180240300Min: 128.5 / Avg: 228.56 / Max: 295.1Min: 71.6 / Avg: 137.51 / Max: 175.6Min: 88.5 / Avg: 153.43 / Max: 195.1Min: 47.9 / Avg: 143.17 / Max: 191.4Min: 94.3 / Avg: 179.31 / Max: 228.6Min: 127.8 / Avg: 217.89 / Max: 307.4Min: 46.4 / Avg: 168.46 / Max: 224.3Min: 47.3 / Avg: 183.41 / Max: 245.9Min: 55.1 / Avg: 194.67 / Max: 285.2Min: 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, FP16GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX0.95851.9172.87553.8344.79251.401.612.012.512.252.572.663.023.234.064.26

NVIDIA GPU Cloud TensorFlow

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorGTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX60120180240300Min: 85.1 / Avg: 254.96 / Max: 305.1Min: 68.9 / Avg: 162.73 / Max: 181.7Min: 88.5 / Avg: 186.77 / Max: 213.9Min: 47.2 / Avg: 164.47 / Max: 190.6Min: 45.6 / Avg: 201.99 / Max: 247.3Min: 54.5 / Avg: 245.09 / Max: 319.8Min: 51.8 / Avg: 199.33 / Max: 225.7Min: 46 / Avg: 210.67 / Max: 248Min: 50.5 / Avg: 226.63 / Max: 285.7Min: 49.4 / Avg: 250.03 / Max: 345.7Min: 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, FP16GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX0.18680.37360.56040.74720.9340.180.220.270.340.290.370.500.570.610.680.83

NVIDIA GPU Cloud TensorFlow

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorGTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX60120180240300Min: 80.2 / Avg: 223.76 / Max: 314.3Min: 57.2 / Avg: 145.06 / Max: 185.9Min: 72.1 / Avg: 163.82 / Max: 213.7Min: 46.9 / Avg: 146.4 / Max: 186.9Min: 71.8 / Avg: 185.61 / Max: 251Min: 54.6 / Avg: 202.47 / Max: 321.9Min: 47.4 / Avg: 150.43 / Max: 221.5Min: 45 / Avg: 158.24 / Max: 243.9Min: 48.2 / Avg: 167.92 / Max: 285.5Min: 50.7 / Avg: 199.93 / Max: 341.9Min: 53.4 / Avg: 183.94 / Max: 352.4

NVIDIA GPU Cloud TensorFlow

Test: VGG-16, FP16

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: VGG-16, FP16GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX0.2160.4320.6480.8641.080.300.360.450.530.470.560.600.730.700.830.96

NVIDIA GPU Cloud TensorFlow

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorGTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX60120180240300Min: 89.2 / Avg: 254.69 / Max: 323.3Min: 64.4 / Avg: 153.94 / Max: 187.5Min: 92.2 / Avg: 172.51 / Max: 206.4Min: 46.8 / Avg: 158.44 / Max: 191.8Min: 90.2 / Avg: 197.26 / Max: 243.2Min: 52.6 / Avg: 234.08 / Max: 309.7Min: 47.1 / Avg: 184.66 / Max: 228.7Min: 44.7 / Avg: 187.45 / Max: 248.6Min: 48.8 / Avg: 216.35 / Max: 276.2Min: 64.8 / Avg: 249.51 / Max: 341.7Min: 85 / Avg: 254.04 / Max: 358.4

OctaneBench

Total Score

OpenBenchmarking.orgScore Per Watt, More Is BetterOctaneBench 4.00Total ScoreGTX 970GTX 980GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX0.25430.50860.76291.01721.27150.610.640.670.790.871.130.920.920.900.980.940.991.01

OctaneBench

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterOctaneBench 4.00System Power Consumption MonitorGTX 970GTX 980GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX60120180240300Min: 84.5 / Avg: 156.44 / Max: 186.9Min: 90.1 / Avg: 173.09 / Max: 195.7Min: 55.2 / Avg: 212.35 / Max: 234.3Min: 41.2 / Avg: 115.65 / Max: 129.1Min: 43.1 / Avg: 151.54 / Max: 171.8Min: 47.2 / Avg: 125.73 / Max: 146.8Min: 45.7 / Avg: 160.64 / Max: 178.7Min: 121.8 / Avg: 226.41 / Max: 250.5Min: 48.2 / Avg: 181.09 / Max: 206.3Min: 45.5 / Avg: 209.09 / Max: 231Min: 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 960GTX 970GTX 980GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX70140210280350Min: 42.9 / Avg: 225.84 / Max: 265.4Min: 50.2 / Avg: 242.64 / Max: 306.2Min: 50.6 / Avg: 266.8 / Max: 318.8Min: 52.6 / Avg: 295.05 / Max: 362.6Min: 120.6 / Avg: 229.99 / Max: 264.7Min: 61.4 / Avg: 228.6 / Max: 279.9Min: 47.3 / Avg: 210.26 / Max: 256.2Min: 45.7 / Avg: 224.13 / Max: 316Min: 52.4 / Avg: 286.64 / Max: 379.7Min: 49.3 / Avg: 233.66 / Max: 304.2Min: 47.9 / Avg: 237.1 / Max: 316.7Min: 56.5 / Avg: 255.83 / Max: 338Min: 51.2 / Avg: 264.81 / Max: 374.7Min: 53.2 / Avg: 266.74 / Max: 364.1

FAHBench

OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterFAHBench 2.3.2GTX 960GTX 970GTX 980GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX0.31730.63460.95191.26921.58650.490.620.640.610.830.981.101.001.051.161.211.291.411.36

FAHBench

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterFAHBench 2.3.2System Power Consumption MonitorGTX 960GTX 970GTX 980GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX60120180240300Min: 68.4 / Avg: 123.63 / Max: 157.5Min: 51.7 / Avg: 145.38 / Max: 189Min: 51.4 / Avg: 157.3 / Max: 209.6Min: 79.8 / Avg: 188.31 / Max: 237.7Min: 66.2 / Avg: 123.16 / Max: 154.3Min: 68.1 / Avg: 141.93 / Max: 196.9Min: 46.8 / Avg: 126.68 / Max: 151.2Min: 69.5 / Avg: 154.76 / Max: 204.7Min: 75.6 / Avg: 187.69 / Max: 260.2Min: 47.2 / Avg: 153.38 / Max: 211.4Min: 46.5 / Avg: 166.14 / Max: 224.8Min: 48 / Avg: 180.6 / Max: 251.3Min: 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 HDRGTX 960GTX 970GTX 980GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX30609012015048.4465.4668.1972.0286.6395.44114.4879.4989.67110.36132.00119.28132.00139.00

LuxMark

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorGTX 960GTX 970GTX 980GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX60120180240300Min: 76 / Avg: 138.95 / Max: 141.3Min: 90.4 / Avg: 178.9 / Max: 181.9Min: 98 / Avg: 193.56 / Max: 204.4Min: 134.6 / Avg: 232.86 / Max: 240.6Min: 70 / Avg: 141.29 / Max: 144.7Min: 85.1 / Avg: 178.76 / Max: 184.9Min: 63.4 / Avg: 147.51 / Max: 149.2Min: 91.3 / Avg: 172.99 / Max: 180Min: 123.7 / Avg: 239.66 / Max: 246.7Min: 47.1 / Avg: 193.04 / Max: 197.2Min: 54.9 / Avg: 227.08 / Max: 233.7Min: 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: MicrophoneGTX 960GTX 970GTX 980GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX2040608010031.5844.4346.2947.0751.9459.7772.5951.0858.7373.3983.0479.6188.7291.45

LuxMark

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorGTX 960GTX 970GTX 980GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX60120180240300Min: 44.5 / Avg: 134.86 / Max: 138.4Min: 49.1 / Avg: 176.17 / Max: 179.9Min: 50 / Avg: 187.37 / Max: 193.4Min: 144.5 / Avg: 234.12 / Max: 246.1Min: 41.2 / Avg: 134.07 / Max: 138Min: 46.4 / Avg: 166.86 / Max: 171.8Min: 47.1 / Avg: 141.5 / Max: 144Min: 45.3 / Avg: 169.91 / Max: 172.6Min: 54.8 / Avg: 230.25 / Max: 239.2Min: 49.3 / Avg: 187.25 / Max: 199.5Min: 46.1 / Avg: 220.46 / Max: 224Min: 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: HotelGTX 960GTX 970GTX 980GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX71421283510.8413.8814.2315.2317.5219.9926.2919.1320.4122.9026.2725.1327.4727.90

LuxMark

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorGTX 960GTX 970GTX 980GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX60120180240300Min: 44.1 / Avg: 153.32 / Max: 164.6Min: 48.9 / Avg: 195.82 / Max: 201.9Min: 50.2 / Avg: 212.29 / Max: 219.3Min: 54.4 / Avg: 254.22 / Max: 263Min: 58.3 / Avg: 151.9 / Max: 155Min: 45.8 / Avg: 193.84 / Max: 200.5Min: 46.8 / Avg: 158.44 / Max: 162.1Min: 45.9 / Avg: 198.93 / Max: 204.7Min: 69.7 / Avg: 274.01 / Max: 280.9Min: 48.1 / Avg: 207.9 / Max: 215.1Min: 99.1 / Avg: 238.08 / Max: 243.5Min: 104 / Avg: 260.96 / Max: 275.4Min: 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 970GTX 980GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX50100150200250Min: 49.2 / Avg: 156.04 / Max: 166.7Min: 49.6 / Avg: 169.61 / Max: 178.6Min: 54.7 / Avg: 214.87 / Max: 232.2Min: 41.4 / Avg: 120.6 / Max: 125.1Min: 46.7 / Avg: 155.43 / Max: 164.2Min: 47.4 / Avg: 131.37 / Max: 137.3Min: 47.4 / Avg: 156.61 / Max: 162.9Min: 53.7 / Avg: 215.17 / Max: 232.7Min: 48.7 / Avg: 158.51 / Max: 168.3Min: 46.4 / Avg: 191.75 / Max: 200.2Min: 51.5 / Avg: 190.57 / Max: 204Min: 52.4 / Avg: 254.09 / Max: 280.2Min: 97.6 / Avg: 246.65 / Max: 277.2

GPU Temperature Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringGTX 960GTX 970GTX 980GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX1632486480Min: 50 / Avg: 64.07 / Max: 73Min: 37 / Avg: 54.14 / Max: 62Min: 53 / Avg: 73.31 / Max: 80Min: 39 / Avg: 74.6 / Max: 84Min: 28 / Avg: 56.53 / Max: 68Min: 48 / Avg: 65.17 / Max: 76Min: 37 / Avg: 48.41 / Max: 56Min: 32 / Avg: 65.16 / Max: 78Min: 35 / Avg: 70.03 / Max: 81Min: 40 / Avg: 60.23 / Max: 71Min: 36 / Avg: 61.58 / Max: 75Min: 46 / Avg: 70.67 / Max: 83Min: 48 / Avg: 65.76 / Max: 77Min: 37 / Avg: 67.01 / Max: 79

System Power Consumption Monitor

Phoronix Test Suite System Monitoring

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

Phoronix Test Suite v10.8.4