NVIDIA GeForce RTX Compute

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

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 1901080-SP-RTX2060GP99
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Result
Identifier
Performance Per
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Date
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  Test
  Duration
GTX 960
January 06 2019
  26 Minutes
GTX 970
January 07 2019
  39 Minutes
GTX 980
January 07 2019
  39 Minutes
GTX 980 Ti
January 07 2019
  56 Minutes
GTX 1060
January 06 2019
  1 Hour, 3 Minutes
GTX 1070
January 06 2019
  56 Minutes
GTX 1070 Ti
January 06 2019
  55 Minutes
GTX 1080
January 07 2019
  54 Minutes
GTX 1080 Ti
January 05 2019
  50 Minutes
RTX 2060
January 07 2019
  56 Minutes
RTX 2070
January 05 2019
  52 Minutes
RTX 2080
January 06 2019
  51 Minutes
RTX 2080 Ti
January 05 2019
  48 Minutes
TITAN RTX
January 05 2019
  47 Minutes
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  49 Minutes

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NVIDIA GeForce RTX ComputeOpenBenchmarking.orgPhoronix Test SuiteIntel 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)eVGA 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)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 10.0ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionNVIDIA GeForce RTX Compute BenchmarksSystem Logs- --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 - Scaling Governor: intel_pstate performance- 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: 4608- __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp

GTX 960GTX 970GTX 980GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXResult OverviewPhoronix Test Suite100%241%382%523%664%LuxMarkclpeakMixbenchFAHBenchNAMD CUDA

GTX 960GTX 970GTX 980GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXPer Watt Result OverviewPhoronix Test Suite100%147%195%242%290%LuxMarkFAHBenchLuxMarkLuxMarkGPU - MicrophoneGPU - Luxball HDRGPU - Hotel

NVIDIA GeForce RTX Computev-ray: CUDA GPUclpeak: Global Memory Bandwidthclpeak: Single-Precision Floatfahbench: luxmark: GPU - Luxball HDRluxmark: GPU - Microphoneluxmark: GPU - Hotelmixbench: Single Precisionnamd-cuda: ATPase Simulation - 327,506 Atomsngc-tensorflow: ResNet-50, FP16ngc-tensorflow: AlexNet, FP16ngc-tensorflow: AlexNet, FP32ngc-tensorflow: Googlenet, FP16ngc-tensorflow: Inception v4, FP16ngc-tensorflow: VGG-16, FP16octanebench: Total ScoreGTX 960GTX 970GTX 980GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX82.18264060.9567304259166227680.51207124.71143.41390490.17117117827271841400.3649096.18111.46163.924460101.11131988674302046530.33087110.4484.86262.835570113.991677211021387158350.287201521552149435640.4077.03141.94129.191474212103122416964266243620.319031161099106326232.1355.6391.8291.13195.196229138.99170609974387464060.242971611546150637544.7376.97132.2786.39197.256776138.771688610272416670250.223921751680158841349.2784.50141.90100.00222.388213154.42137518679380685020.214301941854175845554.6092.40147.0869.953271163019721491135235592114810.204362712662252962974.3013120993.85276.286673177.382130313743476072110.207422432219168953175.87110.17162.4965.9036880252012992218307625482770.197063022701208963689.4313720572.71368.1010368233.0829149195956559106900.2021332931372378732102.03151.70217.6353.115061580229442442285029202160480.1912945144253351101613620730550.195281624829346617305329805169110.19135509502735771134152244320OpenBenchmarking.org

Chaos Group V-RAY

This is a test of Chaos Group's V-RAY benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterChaos Group V-RAY 1.1.0Mode: CUDA GPUTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 980GTX 970GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 1060306090120150SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 2.75, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 3.11, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 350.1953.1172.7165.9093.8584.86111.46124.7169.95100.0086.3991.13129.19

OpenBenchmarking.orgWatts, Fewer Is BetterChaos Group V-RAY 1.1.0System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 980GTX 970GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106050100150200250Min: 97.6 / Avg: 246.65 / Max: 277.2Min: 52.4 / Avg: 254.09 / Max: 280.2Min: 51.5 / Avg: 190.57 / Max: 204Min: 46.4 / Avg: 191.75 / Max: 200.2Min: 48.7 / Avg: 158.51 / Max: 168.3Min: 54.7 / Avg: 214.87 / Max: 232.2Min: 49.6 / Avg: 169.61 / Max: 178.6Min: 49.2 / Avg: 156.04 / Max: 166.7Min: 53.7 / Avg: 215.17 / Max: 232.7Min: 47.4 / Avg: 156.61 / Max: 162.9Min: 47.4 / Avg: 131.37 / Max: 137.3Min: 46.7 / Avg: 155.43 / Max: 164.2Min: 41.4 / Avg: 120.6 / Max: 125.1

clpeak

Clpeak is designed to test the peak capabilities of OpenCL devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 980GTX 970GTX 960GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 1060110220330440550SE +/- 1.04, N = 3SE +/- 0.96, N = 3SE +/- 0.17, N = 3SE +/- 0.38, N = 3SE +/- 0.19, N = 3SE +/- 0.70, N = 3SE +/- 0.34, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 2.76, N = 3SE +/- 0.62, N = 3SE +/- 0.01, N = 3SE +/- 1.04, N = 3SE +/- 0.11, N = 3528.00506.00368.10368.00276.28262.83163.92143.4182.18327.00222.38197.25195.19147.00

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 980GTX 970GTX 960GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10603K6K9K12K15KSE +/- 982.50, N = 3SE +/- 599.97, N = 3SE +/- 496.55, N = 3SE +/- 457.63, N = 3SE +/- 486.34, N = 3SE +/- 18.02, N = 3SE +/- 40.51, N = 3SE +/- 31.25, N = 3SE +/- 7.94, N = 3SE +/- 0.49, N = 3SE +/- 41.00, N = 3SE +/- 12.96, N = 3SE +/- 3.27, N = 3SE +/- 1.83, N = 3162481580210368802566735570446039042640116308213677662294212

FAHBench

FAHBench is a Folding@Home benchmark on the GPU. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2TITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 980GTX 970GTX 960GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106060120180240300SE +/- 0.20, N = 3SE +/- 0.30, N = 3SE +/- 0.39, N = 3SE +/- 0.04, N = 3SE +/- 0.10, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.20, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.93, N = 3SE +/- 0.02, N = 3293.00294.00233.08201.00177.38113.99101.1190.1760.95197.00154.42138.77138.99103.00

OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterFAHBench 2.3.2TITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 980GTX 970GTX 960GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10600.31730.63460.95191.26921.58651.361.411.291.211.160.610.640.620.491.051.001.100.980.83

OpenBenchmarking.orgWatts, Fewer Is BetterFAHBench 2.3.2System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 980GTX 970GTX 960GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106060120180240300Min: 70.9 / Avg: 216.29 / Max: 314.2Min: 50 / Avg: 208.85 / Max: 317.9Min: 48 / Avg: 180.6 / Max: 251.3Min: 46.5 / Avg: 166.14 / Max: 224.8Min: 47.2 / Avg: 153.38 / Max: 211.4Min: 79.8 / Avg: 188.31 / Max: 237.7Min: 51.4 / Avg: 157.3 / Max: 209.6Min: 51.7 / Avg: 145.38 / Max: 189Min: 68.4 / Avg: 123.63 / Max: 157.5Min: 75.6 / Avg: 187.69 / Max: 260.2Min: 69.5 / Avg: 154.76 / Max: 204.7Min: 46.8 / Avg: 126.68 / Max: 151.2Min: 68.1 / Avg: 141.93 / Max: 196.9Min: 66.2 / Avg: 123.16 / Max: 154.3

GPU Temperature Monitor

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 980GTX 970GTX 960GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10601632486480Min: 37 / Avg: 67.01 / Max: 79Min: 48 / Avg: 65.76 / Max: 77Min: 46 / Avg: 70.67 / Max: 83Min: 36 / Avg: 61.58 / Max: 75Min: 40 / Avg: 60.23 / Max: 71Min: 39 / Avg: 74.6 / Max: 84Min: 53 / Avg: 73.31 / Max: 80Min: 37 / Avg: 54.14 / Max: 62Min: 50 / Avg: 64.07 / Max: 73Min: 35 / Avg: 70.03 / Max: 81Min: 32 / Avg: 65.16 / Max: 78Min: 37 / Avg: 48.41 / Max: 56Min: 48 / Avg: 65.17 / Max: 76Min: 28 / Avg: 56.53 / Max: 68

LuxMark

LuxMark is a multi-platform OpenGL benchmark using LuxRender. LuxMark supports targeting different OpenCL devices and has multiple scenes available for rendering. LuxMark is a fully open-source OpenCL program with real-world rendering examples. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 980GTX 970GTX 960GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106010K20K30K40K50KSE +/- 79.00, N = 3SE +/- 72.18, N = 3SE +/- 3.53, N = 3SE +/- 72.75, N = 3SE +/- 16.82, N = 3SE +/- 63.67, N = 3SE +/- 25.24, N = 3SE +/- 7.51, N = 3SE +/- 18.33, N = 3SE +/- 79.56, N = 3SE +/- 19.60, N = 3SE +/- 1.67, N = 3SE +/- 7.00, N = 3SE +/- 5.00, N = 3466174244229149299222130316772131981171167302149113751168861706012241

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 980GTX 970GTX 960GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 1060306090120150139.00132.00119.28132.00110.3672.0268.1965.4648.4489.6779.49114.4895.4486.63

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 980GTX 970GTX 960GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106060120180240300Min: 49.8 / Avg: 335.62 / Max: 344.2Min: 98.7 / Avg: 321.98 / Max: 335Min: 48.3 / Avg: 244.37 / Max: 254Min: 54.9 / Avg: 227.08 / Max: 233.7Min: 47.1 / Avg: 193.04 / Max: 197.2Min: 134.6 / Avg: 232.86 / Max: 240.6Min: 98 / Avg: 193.56 / Max: 204.4Min: 90.4 / Avg: 178.9 / Max: 181.9Min: 76 / Avg: 138.95 / Max: 141.3Min: 123.7 / Avg: 239.66 / Max: 246.7Min: 91.3 / Avg: 172.99 / Max: 180Min: 63.4 / Avg: 147.51 / Max: 149.2Min: 85.1 / Avg: 178.76 / Max: 184.9Min: 70 / Avg: 141.29 / Max: 144.7

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: MicrophoneTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 980GTX 970GTX 960GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10607K14K21K28K35KSE +/- 33.83, N = 3SE +/- 6.96, N = 3SE +/- 10.26, N = 3SE +/- 73.89, N = 3SE +/- 10.17, N = 3SE +/- 48.67, N = 3SE +/- 33.32, N = 3SE +/- 7.69, N = 3SE +/- 6.00, N = 3SE +/- 8.35, N = 3SE +/- 13.11, N = 3SE +/- 1.20, N = 3SE +/- 2.96, N = 3SE +/- 0.33, N = 33053228502195951830713743110218674782742591352386791027299746964

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: MicrophoneTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 980GTX 970GTX 960GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10602040608010091.4588.7279.6183.0473.3947.0746.2944.4331.5858.7351.0872.5959.7751.94

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 980GTX 970GTX 960GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106060120180240300Min: 138.3 / Avg: 333.87 / Max: 346.9Min: 105.4 / Avg: 321.25 / Max: 329.8Min: 118 / Avg: 246.15 / Max: 252.2Min: 46.1 / Avg: 220.46 / Max: 224Min: 49.3 / Avg: 187.25 / Max: 199.5Min: 144.5 / Avg: 234.12 / Max: 246.1Min: 50 / Avg: 187.37 / Max: 193.4Min: 49.1 / Avg: 176.17 / Max: 179.9Min: 44.5 / Avg: 134.86 / Max: 138.4Min: 54.8 / Avg: 230.25 / Max: 239.2Min: 45.3 / Avg: 169.91 / Max: 172.6Min: 47.1 / Avg: 141.5 / Max: 144Min: 46.4 / Avg: 166.86 / Max: 171.8Min: 41.2 / Avg: 134.07 / Max: 138

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: HotelTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 980GTX 970GTX 960GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10602K4K6K8K10KSE +/- 48.88, N = 3SE +/- 5.46, N = 3SE +/- 8.84, N = 3SE +/- 5.51, N = 3SE +/- 1.53, N = 3SE +/- 2.67, N = 3SE +/- 12.22, N = 3SE +/- 5.55, N = 3SE +/- 11.00, N = 3SE +/- 23.84, N = 3SE +/- 1.20, N = 3SE +/- 0.88, N = 3SE +/- 5.36, N = 3SE +/- 2.33, N = 398059202655962544760387130202718166255923806416638742662

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: HotelTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 980GTX 970GTX 960GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106071421283527.9027.4725.1326.2722.9015.2314.2313.8810.8420.4119.1326.2919.9917.52

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 980GTX 970GTX 960GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106060120180240300Min: 99.9 / Avg: 351.42 / Max: 361.4Min: 51.3 / Avg: 334.98 / Max: 346.2Min: 104 / Avg: 260.96 / Max: 275.4Min: 99.1 / Avg: 238.08 / Max: 243.5Min: 48.1 / Avg: 207.9 / Max: 215.1Min: 54.4 / Avg: 254.22 / Max: 263Min: 50.2 / Avg: 212.29 / Max: 219.3Min: 48.9 / Avg: 195.82 / Max: 201.9Min: 44.1 / Avg: 153.32 / Max: 164.6Min: 69.7 / Avg: 274.01 / Max: 280.9Min: 45.9 / Avg: 198.93 / Max: 204.7Min: 46.8 / Avg: 158.44 / Max: 162.1Min: 45.8 / Avg: 193.84 / Max: 200.5Min: 58.3 / Avg: 151.9 / Max: 155

Mixbench

A benchmark suite for GPUs on mixed operational intensity kernels. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Single PrecisionTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 980GTX 970GTX 960GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10604K8K12K16K20KSE +/- 21.73, N = 3SE +/- 14.18, N = 3SE +/- 2.83, N = 3SE +/- 2.15, N = 3SE +/- 7.52, N = 3SE +/- 5.81, N = 3SE +/- 2.19, N = 3SE +/- 3.28, N = 3SE +/- 13.58, N = 3SE +/- 457.77, N = 3SE +/- 5.87, N = 3SE +/- 5.09, N = 3SE +/- 33.45, N = 3SE +/- 1.33, N = 31691116048106908277721158354653414027681148185027025640643621. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

NAMD CUDA

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. This version of the NAMD test profile uses CUDA GPU acceleration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.13ATPase Simulation - 327,506 AtomsTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 980GTX 970GTX 960GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10600.11520.23040.34560.46080.576SE +/- 0.00131, N = 3SE +/- 0.00169, N = 3SE +/- 0.00394, N = 3SE +/- 0.00102, N = 3SE +/- 0.00308, N = 3SE +/- 0.00061, N = 3SE +/- 0.00305, N = 3SE +/- 0.00081, N = 3SE +/- 0.00242, N = 3SE +/- 0.00199, N = 3SE +/- 0.00299, N = 3SE +/- 0.00120, N = 3SE +/- 0.00137, N = 3SE +/- 0.00213, N = 30.191350.191290.202130.197060.207420.287200.330870.364900.512070.204360.214300.223920.242970.31903

OpenBenchmarking.orgWatts, Fewer Is BetterNAMD CUDA 2.13System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 980GTX 970GTX 960GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106070140210280350Min: 53.2 / Avg: 266.74 / Max: 364.1Min: 51.2 / Avg: 264.81 / Max: 374.7Min: 56.5 / Avg: 255.83 / Max: 338Min: 47.9 / Avg: 237.1 / Max: 316.7Min: 49.3 / Avg: 233.66 / Max: 304.2Min: 52.6 / Avg: 295.05 / Max: 362.6Min: 50.6 / Avg: 266.8 / Max: 318.8Min: 50.2 / Avg: 242.64 / Max: 306.2Min: 42.9 / Avg: 225.84 / Max: 265.4Min: 52.4 / Avg: 286.64 / Max: 379.7Min: 45.7 / Avg: 224.13 / Max: 316Min: 47.3 / Avg: 210.26 / Max: 256.2Min: 61.4 / Avg: 228.6 / Max: 279.9Min: 120.6 / Avg: 229.99 / Max: 264.7

NVIDIA GPU Cloud TensorFlow

This test profile uses the NVIDIA GPU Cloud (NGC/nvcr.io) for running the TensorFlow image inside Docker for benchmarking. You must have already signed into NGC for this test profile to work. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: ResNet-50, FP16TITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 1060110220330440550SE +/- 0.63, N = 3SE +/- 0.19, N = 3SE +/- 0.54, N = 3SE +/- 0.48, N = 3SE +/- 0.95, N = 3SE +/- 0.73, N = 3SE +/- 0.73, N = 3SE +/- 0.45, N = 3SE +/- 0.35, N = 3SE +/- 0.62, N = 3SE +/- 0.45, N = 3509451329302243152271194175161116

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: ResNet-50, FP16TITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10600.5761.1521.7282.3042.882.562.361.831.741.490.671.181.061.180.970.78

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106060120180240300Min: 48.2 / Avg: 198.99 / Max: 354.3Min: 74.7 / Avg: 191.11 / Max: 342.3Min: 47.6 / Avg: 180.14 / Max: 286.5Min: 72.1 / Avg: 173.65 / Max: 252.5Min: 52 / Avg: 162.9 / Max: 226.2Min: 80.4 / Avg: 228.25 / Max: 305Min: 96.9 / Avg: 228.94 / Max: 319.8Min: 73.2 / Avg: 182.82 / Max: 247.3Min: 76.7 / Avg: 148.61 / Max: 192.6Min: 72.7 / Avg: 165.01 / Max: 215.3Min: 59.6 / Avg: 148.55 / Max: 182.7

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: AlexNet, FP16TITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106011002200330044005500SE +/- 9.37, N = 3SE +/- 4.54, N = 3SE +/- 4.16, N = 3SE +/- 2.48, N = 3SE +/- 2.26, N = 3SE +/- 5.31, N = 3SE +/- 17.83, N = 3SE +/- 2.92, N = 3SE +/- 0.45, N = 3SE +/- 4.96, N = 3SE +/- 1.24, N = 350274425313727012219155226621854168015461099

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: AlexNet, FP16TITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106061218243024.2521.1016.4716.2513.806.5712.2410.3611.8710.077.83

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106060120180240300Min: 51.4 / Avg: 207.26 / Max: 353.6Min: 49.9 / Avg: 209.74 / Max: 336.6Min: 52.1 / Avg: 190.47 / Max: 278.4Min: 47.2 / Avg: 166.27 / Max: 236.6Min: 59.5 / Avg: 160.81 / Max: 211.3Min: 121.4 / Avg: 236.21 / Max: 313.7Min: 65.2 / Avg: 217.49 / Max: 309.9Min: 46 / Avg: 179 / Max: 242.1Min: 48.5 / Avg: 141.56 / Max: 196.9Min: 45.4 / Avg: 153.49 / Max: 195.3Min: 88.1 / Avg: 140.33 / Max: 172.6

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: AlexNet, FP32TITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10608001600240032004000SE +/- 1.96, N = 3SE +/- 6.13, N = 3SE +/- 12.13, N = 3SE +/- 1.73, N = 3SE +/- 8.52, N = 3SE +/- 3.72, N = 3SE +/- 2.71, N = 3SE +/- 2.10, N = 3SE +/- 0.40, N = 3SE +/- 3.98, N = 3SE +/- 0.76, N = 335773351237820891689149425291758158815061063

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: AlexNet, FP32TITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10604812162014.6314.3512.2111.3910.036.5411.619.8111.099.827.73

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106060120180240300Min: 50.8 / Avg: 244.53 / Max: 358.1Min: 49.3 / Avg: 233.47 / Max: 346.6Min: 55.1 / Avg: 194.67 / Max: 285.2Min: 47.3 / Avg: 183.41 / Max: 245.9Min: 46.4 / Avg: 168.46 / Max: 224.3Min: 128.5 / Avg: 228.56 / Max: 295.1Min: 127.8 / Avg: 217.89 / Max: 307.4Min: 94.3 / Avg: 179.31 / Max: 228.6Min: 47.9 / Avg: 143.17 / Max: 191.4Min: 88.5 / Avg: 153.43 / Max: 195.1Min: 71.6 / Avg: 137.51 / Max: 175.6

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Googlenet, FP16TITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10602004006008001000SE +/- 1.11, N = 3SE +/- 0.68, N = 3SE +/- 2.14, N = 3SE +/- 0.74, N = 3SE +/- 0.70, N = 3SE +/- 1.31, N = 3SE +/- 2.30, N = 3SE +/- 0.52, N = 3SE +/- 0.06, N = 3SE +/- 0.51, N = 3SE +/- 0.03, N = 311341016732636531356629455413375262

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Googlenet, FP16TITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10600.95851.9172.87553.8344.79254.264.063.233.022.661.402.572.252.512.011.61

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106060120180240300Min: 50.8 / Avg: 266.27 / Max: 362Min: 49.4 / Avg: 250.03 / Max: 345.7Min: 50.5 / Avg: 226.63 / Max: 285.7Min: 46 / Avg: 210.67 / Max: 248Min: 51.8 / Avg: 199.33 / Max: 225.7Min: 85.1 / Avg: 254.96 / Max: 305.1Min: 54.5 / Avg: 245.09 / Max: 319.8Min: 45.6 / Avg: 201.99 / Max: 247.3Min: 47.2 / Avg: 164.47 / Max: 190.6Min: 88.5 / Avg: 186.77 / Max: 213.9Min: 68.9 / Avg: 162.73 / Max: 181.7

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Inception v4, FP16TITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 1060306090120150SE +/- 0.15, N = 3SE +/- 0.12, N = 3SE +/- 0.22, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.35, N = 3SE +/- 0.10, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3152.00136.00102.0389.4375.8740.4074.3054.6049.2744.7332.13

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Inception v4, FP16TITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10600.18680.37360.56040.74720.9340.830.680.610.570.500.180.370.290.340.270.22

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106060120180240300Min: 53.4 / Avg: 183.94 / Max: 352.4Min: 50.7 / Avg: 199.93 / Max: 341.9Min: 48.2 / Avg: 167.92 / Max: 285.5Min: 45 / Avg: 158.24 / Max: 243.9Min: 47.4 / Avg: 150.43 / Max: 221.5Min: 80.2 / Avg: 223.76 / Max: 314.3Min: 54.6 / Avg: 202.47 / Max: 321.9Min: 71.8 / Avg: 185.61 / Max: 251Min: 46.9 / Avg: 146.4 / Max: 186.9Min: 72.1 / Avg: 163.82 / Max: 213.7Min: 57.2 / Avg: 145.06 / Max: 185.9

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: VGG-16, FP16TITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106050100150200250SE +/- 0.23, N = 3SE +/- 0.09, N = 3SE +/- 0.21, N = 3SE +/- 0.41, N = 3SE +/- 0.42, N = 3SE +/- 0.99, N = 3SE +/- 0.18, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.13, N = 3SE +/- 0.09, N = 3244.00207.00151.70137.00110.1777.03131.0092.4084.5076.9755.63

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: VGG-16, FP16TITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10600.2160.4320.6480.8641.080.960.830.700.730.600.300.560.470.530.450.36

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106060120180240300Min: 85 / Avg: 254.04 / Max: 358.4Min: 64.8 / Avg: 249.51 / Max: 341.7Min: 48.8 / Avg: 216.35 / Max: 276.2Min: 44.7 / Avg: 187.45 / Max: 248.6Min: 47.1 / Avg: 184.66 / Max: 228.7Min: 89.2 / Avg: 254.69 / Max: 323.3Min: 52.6 / Avg: 234.08 / Max: 309.7Min: 90.2 / Avg: 197.26 / Max: 243.2Min: 46.8 / Avg: 158.44 / Max: 191.8Min: 92.2 / Avg: 172.51 / Max: 206.4Min: 64.4 / Avg: 153.94 / Max: 187.5

OctaneBench

OctaneBench is a test of the OctaneRender on the GPU and requires the use of NVIDIA CUDA. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterOctaneBench 4.00Total ScoreTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 980GTX 970GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106070140210280350320.00305.00217.63205.00162.49141.94110.4496.18209.00147.08141.90132.2791.82

OpenBenchmarking.orgScore Per Watt, More Is BetterOctaneBench 4.00Total ScoreTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 980GTX 970GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10600.25430.50860.76291.01721.27151.010.990.940.980.900.670.640.610.920.921.130.870.79

OpenBenchmarking.orgWatts, Fewer Is BetterOctaneBench 4.00System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 980GTX 970GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106060120180240300Min: 65.4 / Avg: 317.93 / Max: 352.5Min: 51.3 / Avg: 309.41 / Max: 334.9Min: 48.4 / Avg: 230.98 / Max: 269.7Min: 45.5 / Avg: 209.09 / Max: 231Min: 48.2 / Avg: 181.09 / Max: 206.3Min: 55.2 / Avg: 212.35 / Max: 234.3Min: 90.1 / Avg: 173.09 / Max: 195.7Min: 84.5 / Avg: 156.44 / Max: 186.9Min: 121.8 / Avg: 226.41 / Max: 250.5Min: 45.7 / Avg: 160.64 / Max: 178.7Min: 47.2 / Avg: 125.73 / Max: 146.8Min: 43.1 / Avg: 151.54 / Max: 171.8Min: 41.2 / Avg: 115.65 / Max: 129.1

System Power Consumption Monitor

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 980 TiGTX 980GTX 970GTX 960GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106070140210280350Min: 48.2 / Avg: 267.56 / Max: 369.7Min: 48.8 / Avg: 259.03 / Max: 374.7Min: 46.4 / Avg: 198.17 / Max: 338Min: 44 / Avg: 182.56 / Max: 316.7Min: 46.3 / Avg: 164.46 / Max: 304.2Min: 52.3 / Avg: 211.41 / Max: 362.6Min: 49.6 / Avg: 181.05 / Max: 319.5Min: 48.9 / Avg: 166.06 / Max: 306.2Min: 42.9 / Avg: 136.46 / Max: 265.4Min: 52.4 / Avg: 222.48 / Max: 379.7Min: 45.3 / Avg: 167.73 / Max: 316Min: 46.8 / Avg: 137.25 / Max: 256.2Min: 43.1 / Avg: 157.95 / Max: 279.9Min: 41.2 / Avg: 130.15 / Max: 264.7