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
Run
  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 250GBNVIDIA TITAN RTX 24GB (1350/7000MHz)NVIDIA 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)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- 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: 1664- __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp

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

TITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 970Per 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 ScoreTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 97050.195281624829346617305329805169110.1913550950273577113415224432053.115061580229442442285029202160480.1912945144253351101613620730565.9036880252012992218307625482770.197063022701208963689.4313720569.953271163019721491135235592114810.204362712662252962974.30131209129.191474212103122416964266243620.319031161099106326232.1355.6391.8282.18264060.9567304259166227680.5120791.13195.196229138.99170609974387464060.242971611546150637544.7376.97132.2786.39197.256776138.771688610272416670250.223921751680158841349.2784.50141.9072.71368.1010368233.0829149195956559106900.2021332931372378732102.03151.70217.63100.00222.388213154.42137518679380685020.214301941854175845554.6092.40147.0884.86262.835570113.991677211021387158350.287201521552149435640.4077.03141.94111.46163.924460101.11131988674302046530.33087110.4493.85276.286673177.382130313743476072110.207422432219168953175.87110.17162.49124.71143.41390490.17117117827271841400.3649096.18OpenBenchmarking.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 GPUGTX 970RTX 2060GTX 980GTX 980 TiGTX 1080RTX 2080GTX 1070 TiGTX 1070GTX 1060GTX 1080 TiRTX 2070RTX 2080 TiTITAN RTX306090120150SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 2.75, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 3.11, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3124.7193.85111.4684.86100.0072.7186.3991.13129.1969.9565.9053.1150.19

OpenBenchmarking.orgWatts, Fewer Is BetterChaos Group V-RAY 1.1.0System Power Consumption MonitorGTX 970RTX 2060GTX 980GTX 980 TiGTX 1080RTX 2080GTX 1070 TiGTX 1070GTX 1060GTX 1080 TiRTX 2070RTX 2080 TiTITAN RTX50100150200250Min: 49.2 / Avg: 156.04 / Max: 166.7Min: 48.7 / Avg: 158.51 / Max: 168.3Min: 49.6 / Avg: 169.61 / Max: 178.6Min: 54.7 / Avg: 214.87 / Max: 232.2Min: 47.4 / Avg: 156.61 / Max: 162.9Min: 51.5 / Avg: 190.57 / Max: 204Min: 47.4 / Avg: 131.37 / Max: 137.3Min: 46.7 / Avg: 155.43 / Max: 164.2Min: 41.4 / Avg: 120.6 / Max: 125.1Min: 53.7 / Avg: 215.17 / Max: 232.7Min: 46.4 / Avg: 191.75 / Max: 200.2Min: 52.4 / Avg: 254.09 / Max: 280.2Min: 97.6 / Avg: 246.65 / Max: 277.2

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 BandwidthGTX 970RTX 2060GTX 980GTX 980 TiGTX 1080RTX 2080GTX 1070 TiGTX 1070GTX 960GTX 1060GTX 1080 TiRTX 2070RTX 2080 TiTITAN RTX110220330440550SE +/- 0.04, N = 3SE +/- 0.19, N = 3SE +/- 0.34, N = 3SE +/- 0.70, N = 3SE +/- 0.62, N = 3SE +/- 0.17, N = 3SE +/- 0.01, N = 3SE +/- 1.04, N = 3SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 2.76, N = 3SE +/- 0.38, N = 3SE +/- 0.96, N = 3SE +/- 1.04, N = 3143.41276.28163.92262.83222.38368.10197.25195.1982.18147.00327.00368.00506.00528.00

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatGTX 970RTX 2060GTX 980GTX 980 TiGTX 1080RTX 2080GTX 1070 TiGTX 1070GTX 960GTX 1060GTX 1080 TiRTX 2070RTX 2080 TiTITAN RTX3K6K9K12K15KSE +/- 31.25, N = 3SE +/- 486.34, N = 3SE +/- 40.51, N = 3SE +/- 18.02, N = 3SE +/- 41.00, N = 3SE +/- 496.55, N = 3SE +/- 12.96, N = 3SE +/- 3.27, N = 3SE +/- 7.94, N = 3SE +/- 1.83, N = 3SE +/- 0.49, N = 3SE +/- 457.63, N = 3SE +/- 599.97, N = 3SE +/- 982.50, N = 3390466734460557082131036867766229264042121163080251580216248

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 2.3.2GTX 970RTX 2060GTX 980GTX 980 TiGTX 1080RTX 2080GTX 1070 TiGTX 1070GTX 960GTX 1060GTX 1080 TiRTX 2070RTX 2080 TiTITAN RTX60120180240300SE +/- 0.01, N = 3SE +/- 0.10, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.39, N = 3SE +/- 0.07, N = 3SE +/- 0.93, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.20, N = 3SE +/- 0.04, N = 3SE +/- 0.30, N = 3SE +/- 0.20, N = 390.17177.38101.11113.99154.42233.08138.77138.9960.95103.00197.00201.00294.00293.00

OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterFAHBench 2.3.2GTX 970RTX 2060GTX 980GTX 980 TiGTX 1080RTX 2080GTX 1070 TiGTX 1070GTX 960GTX 1060GTX 1080 TiRTX 2070RTX 2080 TiTITAN RTX0.31730.63460.95191.26921.58650.621.160.640.611.001.291.100.980.490.831.051.211.411.36

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

GPU Temperature Monitor

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

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 HDRGTX 970RTX 2060GTX 980GTX 980 TiGTX 1080RTX 2080GTX 1070 TiGTX 1070GTX 960GTX 1060GTX 1080 TiRTX 2070RTX 2080 TiTITAN RTX10K20K30K40K50KSE +/- 7.51, N = 3SE +/- 16.82, N = 3SE +/- 25.24, N = 3SE +/- 63.67, N = 3SE +/- 19.60, N = 3SE +/- 3.53, N = 3SE +/- 1.67, N = 3SE +/- 7.00, N = 3SE +/- 18.33, N = 3SE +/- 5.00, N = 3SE +/- 79.56, N = 3SE +/- 72.75, N = 3SE +/- 72.18, N = 3SE +/- 79.00, N = 3117112130313198167721375129149168861706067301224121491299224244246617

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRGTX 970RTX 2060GTX 980GTX 980 TiGTX 1080RTX 2080GTX 1070 TiGTX 1070GTX 960GTX 1060GTX 1080 TiRTX 2070RTX 2080 TiTITAN RTX30609012015065.46110.3668.1972.0279.49119.28114.4895.4448.4486.6389.67132.00132.00139.00

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

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: MicrophoneGTX 970RTX 2060GTX 980GTX 980 TiGTX 1080RTX 2080GTX 1070 TiGTX 1070GTX 960GTX 1060GTX 1080 TiRTX 2070RTX 2080 TiTITAN RTX7K14K21K28K35KSE +/- 7.69, N = 3SE +/- 10.17, N = 3SE +/- 33.32, N = 3SE +/- 48.67, N = 3SE +/- 13.11, N = 3SE +/- 10.26, N = 3SE +/- 1.20, N = 3SE +/- 2.96, N = 3SE +/- 6.00, N = 3SE +/- 0.33, N = 3SE +/- 8.35, N = 3SE +/- 73.89, N = 3SE +/- 6.96, N = 3SE +/- 33.83, N = 37827137438674110218679195951027299744259696413523183072850230532

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: MicrophoneGTX 970RTX 2060GTX 980GTX 980 TiGTX 1080RTX 2080GTX 1070 TiGTX 1070GTX 960GTX 1060GTX 1080 TiRTX 2070RTX 2080 TiTITAN RTX2040608010044.4373.3946.2947.0751.0879.6172.5959.7731.5851.9458.7383.0488.7291.45

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

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: HotelGTX 970RTX 2060GTX 980GTX 980 TiGTX 1080RTX 2080GTX 1070 TiGTX 1070GTX 960GTX 1060GTX 1080 TiRTX 2070RTX 2080 TiTITAN RTX2K4K6K8K10KSE +/- 5.55, N = 3SE +/- 1.53, N = 3SE +/- 12.22, N = 3SE +/- 2.67, N = 3SE +/- 1.20, N = 3SE +/- 8.84, N = 3SE +/- 0.88, N = 3SE +/- 5.36, N = 3SE +/- 11.00, N = 3SE +/- 2.33, N = 3SE +/- 23.84, N = 3SE +/- 5.51, N = 3SE +/- 5.46, N = 3SE +/- 48.88, N = 327184760302038713806655941663874166226625592625492029805

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: HotelGTX 970RTX 2060GTX 980GTX 980 TiGTX 1080RTX 2080GTX 1070 TiGTX 1070GTX 960GTX 1060GTX 1080 TiRTX 2070RTX 2080 TiTITAN RTX71421283513.8822.9014.2315.2319.1325.1326.2919.9910.8417.5220.4126.2727.4727.90

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

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 PrecisionGTX 970RTX 2060GTX 980GTX 980 TiGTX 1080RTX 2080GTX 1070 TiGTX 1070GTX 960GTX 1060GTX 1080 TiRTX 2070RTX 2080 TiTITAN RTX4K8K12K16K20KSE +/- 3.28, N = 3SE +/- 7.52, N = 3SE +/- 2.19, N = 3SE +/- 5.81, N = 3SE +/- 5.87, N = 3SE +/- 2.83, N = 3SE +/- 5.09, N = 3SE +/- 33.45, N = 3SE +/- 13.58, N = 3SE +/- 1.33, N = 3SE +/- 457.77, N = 3SE +/- 2.15, N = 3SE +/- 14.18, N = 3SE +/- 21.73, N = 34140721146535835850210690702564062768436211481827716048169111. (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 AtomsGTX 970RTX 2060GTX 980GTX 980 TiGTX 1080RTX 2080GTX 1070 TiGTX 1070GTX 960GTX 1060GTX 1080 TiRTX 2070RTX 2080 TiTITAN RTX0.11520.23040.34560.46080.576SE +/- 0.00081, N = 3SE +/- 0.00308, N = 3SE +/- 0.00305, N = 3SE +/- 0.00061, N = 3SE +/- 0.00299, N = 3SE +/- 0.00394, N = 3SE +/- 0.00120, N = 3SE +/- 0.00137, N = 3SE +/- 0.00242, N = 3SE +/- 0.00213, N = 3SE +/- 0.00199, N = 3SE +/- 0.00102, N = 3SE +/- 0.00169, N = 3SE +/- 0.00131, N = 30.364900.207420.330870.287200.214300.202130.223920.242970.512070.319030.204360.197060.191290.19135

OpenBenchmarking.orgWatts, Fewer Is BetterNAMD CUDA 2.13System Power Consumption MonitorGTX 970RTX 2060GTX 980GTX 980 TiGTX 1080RTX 2080GTX 1070 TiGTX 1070GTX 960GTX 1060GTX 1080 TiRTX 2070RTX 2080 TiTITAN RTX70140210280350Min: 50.2 / Avg: 242.64 / Max: 306.2Min: 49.3 / Avg: 233.66 / Max: 304.2Min: 50.6 / Avg: 266.8 / Max: 318.8Min: 52.6 / Avg: 295.05 / Max: 362.6Min: 45.7 / Avg: 224.13 / Max: 316Min: 56.5 / Avg: 255.83 / Max: 338Min: 47.3 / Avg: 210.26 / Max: 256.2Min: 61.4 / Avg: 228.6 / Max: 279.9Min: 42.9 / Avg: 225.84 / Max: 265.4Min: 120.6 / Avg: 229.99 / Max: 264.7Min: 52.4 / Avg: 286.64 / Max: 379.7Min: 47.9 / Avg: 237.1 / Max: 316.7Min: 51.2 / Avg: 264.81 / Max: 374.7Min: 53.2 / Avg: 266.74 / Max: 364.1

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, FP16RTX 2060GTX 980 TiGTX 1080RTX 2080GTX 1070 TiGTX 1070GTX 1060GTX 1080 TiRTX 2070RTX 2080 TiTITAN RTX110220330440550SE +/- 0.95, N = 3SE +/- 0.73, N = 3SE +/- 0.45, N = 3SE +/- 0.54, N = 3SE +/- 0.35, N = 3SE +/- 0.62, N = 3SE +/- 0.45, N = 3SE +/- 0.73, N = 3SE +/- 0.48, N = 3SE +/- 0.19, N = 3SE +/- 0.63, N = 3243152194329175161116271302451509

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: ResNet-50, FP16RTX 2060GTX 980 TiGTX 1080RTX 2080GTX 1070 TiGTX 1070GTX 1060GTX 1080 TiRTX 2070RTX 2080 TiTITAN RTX0.5761.1521.7282.3042.881.490.671.061.831.180.970.781.181.742.362.56

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

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: AlexNet, FP16RTX 2060GTX 980 TiGTX 1080RTX 2080GTX 1070 TiGTX 1070GTX 1060GTX 1080 TiRTX 2070RTX 2080 TiTITAN RTX11002200330044005500SE +/- 2.26, N = 3SE +/- 5.31, N = 3SE +/- 2.92, N = 3SE +/- 4.16, N = 3SE +/- 0.45, N = 3SE +/- 4.96, N = 3SE +/- 1.24, N = 3SE +/- 17.83, N = 3SE +/- 2.48, N = 3SE +/- 4.54, N = 3SE +/- 9.37, N = 322191552185431371680154610992662270144255027

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: AlexNet, FP16RTX 2060GTX 980 TiGTX 1080RTX 2080GTX 1070 TiGTX 1070GTX 1060GTX 1080 TiRTX 2070RTX 2080 TiTITAN RTX61218243013.806.5710.3616.4711.8710.077.8312.2416.2521.1024.25

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

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: AlexNet, FP32RTX 2060GTX 980 TiGTX 1080RTX 2080GTX 1070 TiGTX 1070GTX 1060GTX 1080 TiRTX 2070RTX 2080 TiTITAN RTX8001600240032004000SE +/- 8.52, N = 3SE +/- 3.72, N = 3SE +/- 2.10, N = 3SE +/- 12.13, N = 3SE +/- 0.40, N = 3SE +/- 3.98, N = 3SE +/- 0.76, N = 3SE +/- 2.71, N = 3SE +/- 1.73, N = 3SE +/- 6.13, N = 3SE +/- 1.96, N = 316891494175823781588150610632529208933513577

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: AlexNet, FP32RTX 2060GTX 980 TiGTX 1080RTX 2080GTX 1070 TiGTX 1070GTX 1060GTX 1080 TiRTX 2070RTX 2080 TiTITAN RTX4812162010.036.549.8112.2111.099.827.7311.6111.3914.3514.63

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

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Googlenet, FP16RTX 2060GTX 980 TiGTX 1080RTX 2080GTX 1070 TiGTX 1070GTX 1060GTX 1080 TiRTX 2070RTX 2080 TiTITAN RTX2004006008001000SE +/- 0.70, N = 3SE +/- 1.31, N = 3SE +/- 0.52, N = 3SE +/- 2.14, N = 3SE +/- 0.06, N = 3SE +/- 0.51, N = 3SE +/- 0.03, N = 3SE +/- 2.30, N = 3SE +/- 0.74, N = 3SE +/- 0.68, N = 3SE +/- 1.11, N = 353135645573241337526262963610161134

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Googlenet, FP16RTX 2060GTX 980 TiGTX 1080RTX 2080GTX 1070 TiGTX 1070GTX 1060GTX 1080 TiRTX 2070RTX 2080 TiTITAN RTX0.95851.9172.87553.8344.79252.661.402.253.232.512.011.612.573.024.064.26

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

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Inception v4, FP16RTX 2060GTX 980 TiGTX 1080RTX 2080GTX 1070 TiGTX 1070GTX 1060GTX 1080 TiRTX 2070RTX 2080 TiTITAN RTX306090120150SE +/- 0.03, N = 3SE +/- 0.35, N = 3SE +/- 0.10, N = 3SE +/- 0.22, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.15, N = 3SE +/- 0.12, N = 3SE +/- 0.15, N = 375.8740.4054.60102.0349.2744.7332.1374.3089.43136.00152.00

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Inception v4, FP16RTX 2060GTX 980 TiGTX 1080RTX 2080GTX 1070 TiGTX 1070GTX 1060GTX 1080 TiRTX 2070RTX 2080 TiTITAN RTX0.18680.37360.56040.74720.9340.500.180.290.610.340.270.220.370.570.680.83

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

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: VGG-16, FP16RTX 2060GTX 980 TiGTX 1080RTX 2080GTX 1070 TiGTX 1070GTX 1060GTX 1080 TiRTX 2070RTX 2080 TiTITAN RTX50100150200250SE +/- 0.42, N = 3SE +/- 0.99, N = 3SE +/- 0.06, N = 3SE +/- 0.21, N = 3SE +/- 0.06, N = 3SE +/- 0.13, N = 3SE +/- 0.09, N = 3SE +/- 0.18, N = 3SE +/- 0.41, N = 3SE +/- 0.09, N = 3SE +/- 0.23, N = 3110.1777.0392.40151.7084.5076.9755.63131.00137.00207.00244.00

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: VGG-16, FP16RTX 2060GTX 980 TiGTX 1080RTX 2080GTX 1070 TiGTX 1070GTX 1060GTX 1080 TiRTX 2070RTX 2080 TiTITAN RTX0.2160.4320.6480.8641.080.600.300.470.700.530.450.360.560.730.830.96

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

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 ScoreGTX 970RTX 2060GTX 980GTX 980 TiGTX 1080RTX 2080GTX 1070 TiGTX 1070GTX 1060GTX 1080 TiRTX 2070RTX 2080 TiTITAN RTX7014021028035096.18162.49110.44141.94147.08217.63141.90132.2791.82209.00205.00305.00320.00

OpenBenchmarking.orgScore Per Watt, More Is BetterOctaneBench 4.00Total ScoreGTX 970RTX 2060GTX 980GTX 980 TiGTX 1080RTX 2080GTX 1070 TiGTX 1070GTX 1060GTX 1080 TiRTX 2070RTX 2080 TiTITAN RTX0.25430.50860.76291.01721.27150.610.900.640.670.920.941.130.870.790.920.980.991.01

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

System Power Consumption Monitor

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