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
Dollar
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
Invert Behavior (Only Show Selected Data)
  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 Computeluxmark: GPU - Microphoneluxmark: GPU - Luxball HDRclpeak: Global Memory Bandwidthmixbench: Single Precisionluxmark: GPU - Hotelfahbench: ngc-tensorflow: Inception v4, FP16ngc-tensorflow: AlexNet, FP16ngc-tensorflow: ResNet-50, FP16ngc-tensorflow: VGG-16, FP16ngc-tensorflow: Googlenet, FP16octanebench: Total Scorengc-tensorflow: AlexNet, FP32namd-cuda: ATPase Simulation - 327,506 Atomsv-ray: CUDA GPUclpeak: Single-Precision FloatTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 97030532466175281691198052931525027509244113432035770.1913550.191624828502424425061604892022941364425451207101630533510.1912953.111580218307299223688277625420189.43270130213763620520890.1970665.908025135232149132711481559219774.30266227113162920925290.2043669.95116306964122411474362266210332.13109911655.6326291.8210630.31903129.1942124259673082.182768166260.950.512072640997417060195.1964063874138.9944.73154616176.97375132.2715060.2429791.1362291027216886197.2570254166138.7749.27168017584.50413141.9015880.2239286.3967761959529149368.10106906559233.08102.033137329151.70732217.6323780.2021372.7110368867913751222.3885023806154.4254.60185419492.40455147.0817580.21430100.0082131102116772262.8358353871113.9940.40155215277.03356141.9414940.2872084.865570867413198163.9246533020101.11110.440.33087111.4644601374321303276.2872114760177.3875.872219243110.17531162.4916890.2074293.856673782711711143.414140271890.1796.180.36490124.713904OpenBenchmarking.org

NAMD CUDA

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

OctaneBench

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

LuxMark

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

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

NVIDIA GPU Cloud TensorFlow

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

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

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

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

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

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

LuxMark

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

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

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

FAHBench

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

Chaos Group V-RAY

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

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 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 970110220330440550SE +/- 1.04, N = 3SE +/- 0.96, N = 3SE +/- 0.38, N = 3SE +/- 2.76, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 1.04, N = 3SE +/- 0.01, N = 3SE +/- 0.17, N = 3SE +/- 0.62, N = 3SE +/- 0.70, N = 3SE +/- 0.34, N = 3SE +/- 0.19, N = 3SE +/- 0.04, N = 3528.00506.00368.00327.00147.0082.18195.19197.25368.10222.38262.83163.92276.28143.41

Mixbench

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

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: HotelTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 9702K4K6K8K10KSE +/- 48.88, N = 3SE +/- 5.46, N = 3SE +/- 5.51, N = 3SE +/- 23.84, N = 3SE +/- 2.33, N = 3SE +/- 11.00, N = 3SE +/- 5.36, N = 3SE +/- 0.88, N = 3SE +/- 8.84, N = 3SE +/- 1.20, N = 3SE +/- 2.67, N = 3SE +/- 12.22, N = 3SE +/- 1.53, N = 3SE +/- 5.55, N = 398059202625455922662166238744166655938063871302047602718

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 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 97060120180240300SE +/- 0.20, N = 3SE +/- 0.30, N = 3SE +/- 0.04, N = 3SE +/- 0.20, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.93, N = 3SE +/- 0.07, N = 3SE +/- 0.39, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 0.01, N = 3293.00294.00201.00197.00103.0060.95138.99138.77233.08154.42113.99101.11177.3890.17

NVIDIA GPU Cloud TensorFlow

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: Inception v4, FP16TITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 2060306090120150SE +/- 0.15, N = 3SE +/- 0.12, N = 3SE +/- 0.15, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.22, N = 3SE +/- 0.10, N = 3SE +/- 0.35, N = 3SE +/- 0.03, N = 3152.00136.0089.4374.3032.1344.7349.27102.0354.6040.4075.87

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

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

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

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

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

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

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

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 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 97070140210280350320.00305.00205.00209.0091.82132.27141.90217.63147.08141.94110.44162.4996.18

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: AlexNet, FP32TITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 20608001600240032004000SE +/- 1.96, N = 3SE +/- 6.13, N = 3SE +/- 1.73, N = 3SE +/- 2.71, N = 3SE +/- 0.76, N = 3SE +/- 3.98, N = 3SE +/- 0.40, N = 3SE +/- 12.13, N = 3SE +/- 2.10, N = 3SE +/- 3.72, N = 3SE +/- 8.52, N = 335773351208925291063150615882378175814941689

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

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

LuxMark

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

FAHBench

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

LuxMark

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

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 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 9700.11520.23040.34560.46080.576SE +/- 0.00131, N = 3SE +/- 0.00169, N = 3SE +/- 0.00102, N = 3SE +/- 0.00199, N = 3SE +/- 0.00213, N = 3SE +/- 0.00242, N = 3SE +/- 0.00137, N = 3SE +/- 0.00120, N = 3SE +/- 0.00394, N = 3SE +/- 0.00299, N = 3SE +/- 0.00061, N = 3SE +/- 0.00305, N = 3SE +/- 0.00308, N = 3SE +/- 0.00081, N = 30.191350.191290.197060.204360.319030.512070.242970.223920.202130.214300.287200.330870.207420.36490

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 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 970306090120150SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 3.11, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 2.75, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 350.1953.1165.9069.95129.1991.1386.3972.71100.0084.86111.4693.85124.71

LuxMark

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

NVIDIA GPU Cloud TensorFlow

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

OctaneBench

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

System Power Consumption Monitor

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

GPU Temperature Monitor

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

clpeak

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

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