NVIDIA GeForce RTX 2070 Linux Compute Benchmarks

NVIDIA GeForce RTX 2070 Ubuntu Linux compute OpenCL CUDA TensorFlow benchmarks. Tests by Michael Larabel for a future article on Phoronix.com.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 1810180-SK-GPGPUCOMP97
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Result
Identifier
Performance Per
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Date
Run
  Test
  Duration
RX 580
October 17 2018
  7 Minutes
R9 Fury
October 17 2018
  7 Minutes
RX Vega 56
October 17 2018
  6 Minutes
RX Vega 64
October 17 2018
  6 Minutes
GTX 970
October 18 2018
  13 Minutes
GTX 980
October 18 2018
  12 Minutes
GTX TITAN X
October 18 2018
  33 Minutes
GTX 1070
October 18 2018
  34 Minutes
GTX 1070 Ti
October 18 2018
  31 Minutes
GTX 1080
October 18 2018
  26 Minutes
GTX 1080 Ti
October 18 2018
  25 Minutes
RTX 2070
October 18 2018
  29 Minutes
RTX 2080 Ti
October 18 2018
  22 Minutes
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  19 Minutes

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NVIDIA GeForce RTX 2070 Linux Compute BenchmarksProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLCompilerFile-SystemScreen ResolutionRX 580R9 FuryRX Vega 56RX Vega 64GTX 970GTX 980GTX TITAN XGTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2070RTX 2080 TiAMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads)ASUS ROG ZENITH EXTREME (1402 BIOS)AMD Family 17h32768MBSamsung SSD 970 EVO 500GBMSI AMD Radeon RX 580 8GBRealtek ALC1220ASUS VP28UIntel I211 Gigabit ConnectionUbuntu 18.044.18.0-041800-generic (x86_64)GNOME Shell 3.28.3X Server 1.19.6modesetting 1.19.64.5 Mesa 18.0.5 (LLVM 6.0.0)OpenCL 2.1 AMD-APP (2679.0)GCC 7.3.0ext43840x2160Sapphire AMD Radeon 4GBAMD Radeon RX Vega 8GBeVGA NVIDIA GeForce GTX 970 4GB (1163/3505MHz)NVIDIA 410.664.6.0OpenCL 1.2 CUDA 10.0.175GCC 7.3.0 + CUDA 10.0NVIDIA GeForce GTX 980 4GB (1126/3505MHz)NVIDIA GeForce GTX TITAN X 12GB (1001/3505MHz)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)eVGA NVIDIA GeForce RTX 2070 8GB (1410/7000MHz)NVIDIA GeForce RTX 2080 Ti 11GB (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 -v Processor Details- Scaling Governor: acpi-cpufreq ondemandSecurity Details- __user pointer sanitization + Full AMD retpoline IBPB + SSB disabled via prctl and seccompOpenCL Details- GTX 970: GPU Compute Cores: 1664- GTX 980: GPU Compute Cores: 2048- GTX TITAN X: GPU Compute Cores: 3072- 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 2070: GPU Compute Cores: 2304- RTX 2080 Ti: GPU Compute Cores: 4352Python Details- GTX 970, GTX 980, GTX TITAN X, GTX 1070, GTX 1070 Ti, GTX 1080, GTX 1080 Ti, RTX 2070: Python 2.7.15rc1 + Python 3.6.6

RX 580R9 FuryRX Vega 56RX Vega 64GTX 970GTX 980GTX TITAN XGTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2070RTX 2080 TiResult OverviewPhoronix Test Suite100%396%693%989%1285%SHOC Scalable HeterOgeneous ComputingSHOC Scalable HeterOgeneous ComputingclpeakOpenCL - MD5 HashOpenCL - FFT SPI.C.I

NVIDIA GeForce RTX 2070 Linux Compute Benchmarksshoc: OpenCL - MD5 Hashcuda-mini-nbody: Originalngc-tensorflow: AlexNet, FP16askap: Degriddingshoc: OpenCL - FFT SPngc-tensorflow: AlexNet, FP32ngc-tensorflow: Inception v4, FP16ngc-tensorflow: ResNet-50, FP16ngc-tensorflow: Googlenet, FP16ngc-tensorflow: VGG-16, FP16ngc-tensorflow: ResNet-50, FP32v-ray: CUDA GPUngc-tensorflow: VGG-16, FP32clpeak: Integer Compute INTparboil: OpenCL TPACFRX 580R9 FuryRX Vega 56RX Vega 64GTX 970GTX 980GTX TITAN XGTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2070RTX 2080 Ti8.0654612539.20821143012.41929198416.4393125026.4751.7110459291407998120.5711421.597.4945.901203106504591146107.7813141.5510.3033.55164817750726157542.6315237178.2712378.7272.8318051.4910.6739.69154913546550150443.9015837477.1312487.9971.7017101.2413.6631.91177313780556166052.9318544889.3313683.0379.0323391.2014.3132.76185614273654174653.8319045492.9714183.4182.7724391.2119.9621.23263522188983249972.17265622131.2720766.85119.2732920.9319.2817.712714258191015211085.20295641138.3318166.5590.6781501.0334.8711.224330380371443327712342898620427653.91150146790.82OpenBenchmarking.org

SHOC Scalable HeterOgeneous Computing

The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: MD5 HashRTX 2080 TiGTX 1080 TiRTX 2070RX Vega 64GTX 1080GTX 1070 TiRX Vega 56GTX 1070GTX TITAN XR9 FuryRX 580GTX 980GTX 970816243240SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 334.8719.9619.2816.4314.3113.6612.4110.6710.309.208.067.496.471. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: MD5 HashRTX 2080 TiGTX 1080 TiRTX 2070RX Vega 64GTX 1080GTX 1070 TiRX Vega 56GTX 1070GTX TITAN XR9 FuryRX 580GTX 980GTX 970714212835Min: 34.78 / Avg: 34.87 / Max: 35.01Min: 19.87 / Avg: 19.96 / Max: 20.05Min: 19.24 / Avg: 19.28 / Max: 19.31Min: 16.41 / Avg: 16.43 / Max: 16.45Min: 14.28 / Avg: 14.31 / Max: 14.33Min: 13.62 / Avg: 13.66 / Max: 13.74Min: 12.4 / Avg: 12.41 / Max: 12.43Min: 10.66 / Avg: 10.67 / Max: 10.7Min: 10.29 / Avg: 10.3 / Max: 10.3Min: 9.2 / Avg: 9.2 / Max: 9.2Min: 8.06 / Avg: 8.06 / Max: 8.06Min: 7.48 / Avg: 7.49 / Max: 7.49Min: 6.47 / Avg: 6.47 / Max: 6.471. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

CUDA Mini-Nbody

OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: OriginalRTX 2080 TiRTX 2070GTX 1080 TiGTX 1070 TiGTX 1080GTX TITAN XGTX 1070GTX 980GTX 9701224364860SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.32, N = 3SE +/- 0.02, N = 3SE +/- 0.20, N = 3SE +/- 0.04, N = 311.2217.7121.2331.9132.7633.5539.6945.9051.71
OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: OriginalRTX 2080 TiRTX 2070GTX 1080 TiGTX 1070 TiGTX 1080GTX TITAN XGTX 1070GTX 980GTX 9701020304050Min: 11.13 / Avg: 11.22 / Max: 11.36Min: 17.64 / Avg: 17.71 / Max: 17.77Min: 21.13 / Avg: 21.23 / Max: 21.41Min: 31.86 / Avg: 31.91 / Max: 31.94Min: 32.68 / Avg: 32.76 / Max: 32.84Min: 32.93 / Avg: 33.55 / Max: 33.99Min: 39.66 / Avg: 39.69 / Max: 39.72Min: 45.56 / Avg: 45.9 / Max: 46.25Min: 51.67 / Avg: 51.71 / Max: 51.79

NVIDIA GPU Cloud TensorFlow

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorRTX 2070GTX 1070GTX 1080GTX 1070 TiRTX 2080 TiGTX 1080 TiGTX TITAN X70140210280350Min: 92.5 / Avg: 210.62 / Max: 301.7Min: 132.4 / Avg: 221.97 / Max: 272.5Min: 132.4 / Avg: 241.44 / Max: 307.7Min: 138.9 / Avg: 243.51 / Max: 311.7Min: 140.1 / Avg: 247.2 / Max: 404Min: 99.4 / Avg: 272.26 / Max: 380.7Min: 108 / Avg: 278.24 / Max: 380.9

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorGTX 1070GTX 1070 TiGTX 1080RTX 2070GTX 1080 TiRTX 2080 TiGTX TITAN X70140210280350Min: 93.5 / Avg: 228.29 / Max: 264.8Min: 99.1 / Avg: 248.3 / Max: 292.9Min: 132.8 / Avg: 251.17 / Max: 299.3Min: 92.7 / Avg: 262.66 / Max: 313.7Min: 139.5 / Avg: 308.82 / Max: 375Min: 101.7 / Avg: 311.29 / Max: 404.4Min: 145.5 / Avg: 317.87 / Max: 381.9

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorGTX 1070GTX 1080RTX 2070GTX 970GTX 1070 TiGTX 1080 TiGTX 980RTX 2080 TiGTX TITAN X70140210280350Min: 91.3 / Avg: 206.58 / Max: 261.8Min: 137.1 / Avg: 211.28 / Max: 282.8Min: 140.1 / Avg: 238.56 / Max: 305.1Min: 138.5 / Avg: 238.83 / Max: 290.6Min: 140.1 / Avg: 239.23 / Max: 301.2Min: 112.5 / Avg: 241.74 / Max: 360.8Min: 142.1 / Avg: 248.35 / Max: 303.8Min: 139.9 / Avg: 264.23 / Max: 398Min: 111.2 / Avg: 273.97 / Max: 376.8

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorGTX 1070GTX 1070 TiGTX 1080RTX 2070RTX 2080 TiGTX 1080 TiGTX TITAN X70140210280350Min: 91.5 / Avg: 229.25 / Max: 265.4Min: 112.1 / Avg: 242.95 / Max: 294.5Min: 92.5 / Avg: 248.1 / Max: 296.9Min: 138.7 / Avg: 249.29 / Max: 302.5Min: 101.9 / Avg: 299.78 / Max: 396.1Min: 190.3 / Avg: 310.17 / Max: 375.6Min: 206.8 / Avg: 322.78 / Max: 378.7

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorGTX 1070GTX 1070 TiGTX 1080RTX 2070GTX 1080 TiRTX 2080 TiGTX TITAN X70140210280350Min: 134.3 / Avg: 235.05 / Max: 274.2Min: 100.5 / Avg: 240.85 / Max: 305.9Min: 94 / Avg: 248.88 / Max: 305.1Min: 96.4 / Avg: 253.4 / Max: 312Min: 110.9 / Avg: 271.47 / Max: 375.5Min: 104.2 / Avg: 279.93 / Max: 400.8Min: 110.8 / Avg: 305.55 / Max: 380.1

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorGTX 1070 TiGTX 1070RTX 2070GTX 970GTX 1080GTX 980GTX 1080 TiRTX 2080 TiGTX TITAN X70140210280350Min: 141 / Avg: 215.98 / Max: 281Min: 160.5 / Avg: 216.33 / Max: 256.6Min: 94.9 / Avg: 232.75 / Max: 306.7Min: 141.7 / Avg: 234.98 / Max: 287.4Min: 140.8 / Avg: 237.52 / Max: 288Min: 168.7 / Avg: 253.88 / Max: 296.7Min: 173.7 / Avg: 266.19 / Max: 367.3Min: 146.4 / Avg: 287.83 / Max: 399.7Min: 207.4 / Avg: 314.76 / Max: 370.5

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorRTX 2070GTX 1070GTX 1080GTX 1070 TiRTX 2080 TiGTX 1080 TiGTX TITAN X70140210280350Min: 96.1 / Avg: 229.19 / Max: 310.5Min: 125.5 / Avg: 230.02 / Max: 273.2Min: 133.9 / Avg: 235.46 / Max: 308.2Min: 124.9 / Avg: 242.2 / Max: 307Min: 102.9 / Avg: 249.44 / Max: 398.5Min: 128.1 / Avg: 284.31 / Max: 376Min: 144.3 / Avg: 318.58 / Max: 383.5

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: AlexNet, FP16RTX 2080 TiRTX 2070GTX 1080 TiGTX 1080GTX 1070 TiGTX TITAN XGTX 1070GTX 980GTX 9709001800270036004500SE +/- 5.30, N = 3SE +/- 5.17, N = 3SE +/- 2.34, N = 3SE +/- 2.12, N = 3SE +/- 0.64, N = 3SE +/- 0.59, N = 3SE +/- 0.98, N = 3SE +/- 2.27, N = 3SE +/- 0.48, N = 3433027142635185617731648154912031045
OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: AlexNet, FP16RTX 2080 TiRTX 2070GTX 1080 TiGTX 1080GTX 1070 TiGTX TITAN XGTX 1070GTX 980GTX 9708001600240032004000Min: 4319.7 / Avg: 4329.5 / Max: 4337.9Min: 2705.9 / Avg: 2714.27 / Max: 2723.7Min: 2631.3 / Avg: 2635.43 / Max: 2639.4Min: 1852.1 / Avg: 1856.33 / Max: 1858.7Min: 1772.2 / Avg: 1773.03 / Max: 1774.3Min: 1646.9 / Avg: 1647.63 / Max: 1648.8Min: 1547.5 / Avg: 1549.17 / Max: 1550.9Min: 1199.7 / Avg: 1202.63 / Max: 1207.1Min: 1043.9 / Avg: 1044.87 / Max: 1045.4

ASKAP tConvolveCuda

This is a CUDA benchmark of ATNF's ASKAP Benchmark with currently using the tConvolveCuda sub-test. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP tConvolveCuda 2015-11-10Processing: DegriddingRTX 2080 TiRTX 2070GTX 1080 TiGTX TITAN XGTX 1080GTX 1070 TiGTX 1070GTX 980GTX 9708K16K24K32K40KSE +/- 0.00, N = 3SE +/- 806.83, N = 3SE +/- 0.00, N = 3SE +/- 259.50, N = 3SE +/- 233.57, N = 3SE +/- 233.57, N = 3SE +/- 0.00, N = 3SE +/- 109.30, N = 3380372581922188177501427313780135461065092911. (CXX) g++ options: -fPIC -O3 -m64 -std=c++14 -lcudadevrt -lcudart_static -lrt -lpthread -ldl
OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP tConvolveCuda 2015-11-10Processing: DegriddingRTX 2080 TiRTX 2070GTX 1080 TiGTX TITAN XGTX 1080GTX 1070 TiGTX 1070GTX 980GTX 9707K14K21K28K35KMin: 38036.6 / Avg: 38036.6 / Max: 38036.6Min: 24205.1 / Avg: 25818.77 / Max: 26625.6Min: 17750.4 / Avg: 17750.4 / Max: 17750.4Min: 14013.5 / Avg: 14273 / Max: 14792Min: 13312.8 / Avg: 13779.93 / Max: 14013.5Min: 13312.8 / Avg: 13546.37 / Max: 14013.5Min: 10650.2 / Avg: 10650.2 / Max: 10650.2Min: 9181.24 / Avg: 9290.54 / Max: 9509.141. (CXX) g++ options: -fPIC -O3 -m64 -std=c++14 -lcudadevrt -lcudart_static -lrt -lpthread -ldl

NVIDIA GPU Cloud TensorFlow

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorGTX 1070GTX 1080RTX 2070GTX 1070 TiRTX 2080 TiGTX 1080 TiGTX TITAN X70140210280350Min: 133.7 / Avg: 244.62 / Max: 274.7Min: 136.4 / Avg: 259.54 / Max: 306.2Min: 136.9 / Avg: 260.13 / Max: 307.7Min: 99.2 / Avg: 263.81 / Max: 307.6Min: 99.4 / Avg: 304.21 / Max: 401.7Min: 144.5 / Avg: 318.02 / Max: 375Min: 151.6 / Avg: 325.99 / Max: 388

CUDA Mini-Nbody

OpenBenchmarking.orgWatts, Fewer Is BetterCUDA Mini-Nbody 2015-11-10System Power Consumption MonitorGTX 1070RTX 2070GTX 1070 TiGTX 1080GTX 980RTX 2080 TiGTX 970GTX 1080 TiGTX TITAN X70140210280350Min: 125.3 / Avg: 258.33 / Max: 276.4Min: 179 / Avg: 277.58 / Max: 305.7Min: 179.2 / Avg: 282.55 / Max: 312.9Min: 137.4 / Avg: 283.52 / Max: 306.4Min: 110.9 / Avg: 287.91 / Max: 313.7Min: 101.7 / Avg: 291.2 / Max: 393Min: 279 / Avg: 295.27 / Max: 300.3Min: 167.1 / Avg: 312.36 / Max: 369.9Min: 198.9 / Avg: 344.61 / Max: 382.3

NVIDIA GPU Cloud TensorFlow

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: AlexNet, FP16RTX 2080 TiRTX 2070GTX 1080 TiGTX 1080GTX 1070GTX 1070 TiGTX TITAN XGTX 980GTX 9704812162016.3911.3810.908.797.507.416.014.844.37

Chaos Group V-RAY

OpenBenchmarking.orgWatts, Fewer Is BetterChaos Group V-RAY 1.1.0System Power Consumption MonitorGTX 1080GTX 1070GTX 970GTX 1070 TiGTX 980RTX 2070GTX 1080 TiGTX TITAN XRTX 2080 Ti60120180240300Min: 162.9 / Avg: 219.51 / Max: 227.5Min: 130.8 / Avg: 219.79 / Max: 228.1Min: 157.1 / Avg: 222.29 / Max: 231.6Min: 136 / Avg: 229.75 / Max: 241.9Min: 96.2 / Avg: 233.17 / Max: 245.5Min: 91.4 / Avg: 260.71 / Max: 281.6Min: 168.6 / Avg: 277.93 / Max: 303.6Min: 170.3 / Avg: 297.26 / Max: 311.3Min: 99.6 / Avg: 298.13 / Max: 341.2

NVIDIA GPU Cloud TensorFlow

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: ResNet-50, FP16RTX 2080 TiRTX 2070GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX TITAN X0.38480.76961.15441.53921.9241.711.290.930.810.760.690.48

SHOC Scalable HeterOgeneous Computing

The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: FFT SPRTX 2080 TiRTX 2070GTX 1080 TiRX Vega 64RX Vega 56R9 FuryGTX TITAN XGTX 1080GTX 1070 TiGTX 1070RX 580GTX 980GTX 97030060090012001500SE +/- 14.55, N = 3SE +/- 24.94, N = 3SE +/- 1.62, N = 3SE +/- 0.54, N = 3SE +/- 2.01, N = 3SE +/- 0.06, N = 3SE +/- 1.00, N = 3SE +/- 0.71, N = 3SE +/- 0.37, N = 3SE +/- 1.15, N = 3SE +/- 0.11, N = 3SE +/- 0.36, N = 3SE +/- 1.04, N = 3144310159839319298217266545565505464594071. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: FFT SPRTX 2080 TiRTX 2070GTX 1080 TiRX Vega 64RX Vega 56R9 FuryGTX TITAN XGTX 1080GTX 1070 TiGTX 1070RX 580GTX 980GTX 97030060090012001500Min: 1414.23 / Avg: 1442.89 / Max: 1461.63Min: 988.27 / Avg: 1014.94 / Max: 1064.78Min: 979.53 / Avg: 982.76 / Max: 984.46Min: 930.1 / Avg: 930.9 / Max: 931.93Min: 925.54 / Avg: 929.24 / Max: 932.44Min: 821.15 / Avg: 821.27 / Max: 821.33Min: 724.37 / Avg: 725.7 / Max: 727.66Min: 652.89 / Avg: 654.04 / Max: 655.33Min: 555.12 / Avg: 555.75 / Max: 556.41Min: 549.01 / Avg: 550.16 / Max: 552.46Min: 545.95 / Avg: 546.11 / Max: 546.33Min: 458.57 / Avg: 459.17 / Max: 459.81Min: 405.88 / Avg: 407.17 / Max: 409.231. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

clpeak

OpenBenchmarking.orgGIOPS Per Dollar, More Is BetterclpeakPerformance / Cost - OpenCL Test: Integer Compute INTRTX 2070RTX 2080 TiGTX 1070 TiRX Vega 56GTX 1080RX Vega 64GTX 1080 TiRX 5804812162014.8512.245.584.974.894.824.714.191. RTX 2070: $549 reported cost.2. RTX 2080 Ti: $1199 reported cost.3. GTX 1070 Ti: $419 reported cost.4. RX Vega 56: $399 reported cost.5. GTX 1080: $499 reported cost.6. RX Vega 64: $519 reported cost.7. GTX 1080 Ti: $699 reported cost.8. RX 580: $299 reported cost.

NVIDIA GPU Cloud TensorFlow

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Inception v4, FP16RTX 2080 TiRTX 2070GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX TITAN X0.11250.2250.33750.450.56250.500.400.270.220.220.200.15

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: AlexNet, FP32RTX 2080 TiGTX 1080 TiRTX 2070GTX 1080GTX 1070 TiGTX TITAN XGTX 1070GTX 980GTX 9707001400210028003500SE +/- 5.44, N = 3SE +/- 1.49, N = 3SE +/- 4.62, N = 3SE +/- 0.65, N = 3SE +/- 0.85, N = 3SE +/- 2.34, N = 3SE +/- 0.80, N = 3SE +/- 0.03, N = 3SE +/- 0.27, N = 332772499211017461660157515041146998
OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: AlexNet, FP32RTX 2080 TiGTX 1080 TiRTX 2070GTX 1080GTX 1070 TiGTX TITAN XGTX 1070GTX 980GTX 9706001200180024003000Min: 3269.1 / Avg: 3277.13 / Max: 3287.5Min: 2497.5 / Avg: 2499.13 / Max: 2502.1Min: 2101 / Avg: 2110.17 / Max: 2115.7Min: 1744.6 / Avg: 1745.9 / Max: 1746.6Min: 1659.1 / Avg: 1660 / Max: 1661.7Min: 1570.5 / Avg: 1574.9 / Max: 1578.5Min: 1502.2 / Avg: 1503.73 / Max: 1504.9Min: 1146.3 / Avg: 1146.33 / Max: 1146.4Min: 997.6 / Avg: 997.97 / Max: 998.5

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Inception v4, FP16RTX 2080 TiRTX 2070GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX TITAN X306090120150SE +/- 0.81, N = 3SE +/- 0.72, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.10, N = 3SE +/- 0.17, N = 3123.0085.2072.1753.8352.9343.9042.63
OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Inception v4, FP16RTX 2080 TiRTX 2070GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX TITAN X20406080100Min: 121.8 / Avg: 123.1 / Max: 124.6Min: 83.9 / Avg: 85.2 / Max: 86.4Min: 72 / Avg: 72.17 / Max: 72.3Min: 53.6 / Avg: 53.83 / Max: 54Min: 52.8 / Avg: 52.93 / Max: 53Min: 43.7 / Avg: 43.9 / Max: 44Min: 42.3 / Avg: 42.63 / Max: 42.8

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Googlenet, FP16RTX 2080 TiRTX 2070GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX TITAN X0.7291.4582.1872.9163.6453.242.461.961.751.701.531.14

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: VGG-16, FP16RTX 2080 TiRTX 2070GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX TITAN X0.1530.3060.4590.6120.7650.680.550.420.370.370.340.24

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: ResNet-50, FP16RTX 2080 TiRTX 2070GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX TITAN X90180270360450SE +/- 4.94, N = 3SE +/- 0.93, N = 3SE +/- 0.98, N = 3SE +/- 0.28, N = 3SE +/- 0.28, N = 3SE +/- 0.12, N = 3SE +/- 4.87, N = 3428295265190185158152
OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: ResNet-50, FP16RTX 2080 TiRTX 2070GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX TITAN X80160240320400Min: 420.9 / Avg: 427.7 / Max: 437.3Min: 293.3 / Avg: 295.03 / Max: 296.5Min: 263.3 / Avg: 265.27 / Max: 266.3Min: 189.7 / Avg: 190.03 / Max: 190.6Min: 184.4 / Avg: 184.73 / Max: 185.3Min: 158.1 / Avg: 158.27 / Max: 158.5Min: 147 / Avg: 151.97 / Max: 161.7

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: AlexNet, FP32RTX 2080 TiGTX 1080 TiRTX 2070GTX 1070 TiGTX 1080GTX 1070GTX TITAN XGTX 980GTX 970369121511.399.399.077.697.356.955.004.524.25

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Googlenet, FP16RTX 2080 TiRTX 2070GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX TITAN X2004006008001000SE +/- 2.13, N = 3SE +/- 0.51, N = 3SE +/- 0.09, N = 3SE +/- 0.35, N = 3SE +/- 0.21, N = 3SE +/- 0.67, N = 3SE +/- 1.26, N = 3986641622454448374371
OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Googlenet, FP16RTX 2080 TiRTX 2070GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX TITAN X2004006008001000Min: 984.2 / Avg: 986.43 / Max: 990.7Min: 639.7 / Avg: 640.7 / Max: 641.4Min: 622.1 / Avg: 622.23 / Max: 622.4Min: 453.2 / Avg: 453.77 / Max: 454.4Min: 447.5 / Avg: 447.9 / Max: 448.2Min: 372.6 / Avg: 373.8 / Max: 374.9Min: 369.5 / Avg: 371 / Max: 373.5

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: VGG-16, FP16RTX 2080 TiRTX 2070GTX 1080 TiGTX 1080GTX 1070 TiGTX TITAN XGTX 10704080120160200SE +/- 0.06, N = 3SE +/- 0.20, N = 3SE +/- 0.19, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.55, N = 3SE +/- 0.15, N = 3204.00138.33131.2792.9789.3378.2777.13
OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: VGG-16, FP16RTX 2080 TiRTX 2070GTX 1080 TiGTX 1080GTX 1070 TiGTX TITAN XGTX 10704080120160200Min: 204 / Avg: 204.1 / Max: 204.2Min: 138 / Avg: 138.33 / Max: 138.7Min: 130.9 / Avg: 131.27 / Max: 131.5Min: 92.8 / Avg: 92.97 / Max: 93.1Min: 89.1 / Avg: 89.33 / Max: 89.5Min: 77.2 / Avg: 78.27 / Max: 79Min: 76.9 / Avg: 77.13 / Max: 77.4

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: ResNet-50, FP32RTX 2080 TiGTX 1080 TiRTX 2070GTX 1080GTX 1070 TiGTX 1070GTX TITAN X0.22280.44560.66840.89121.1140.990.760.710.570.570.530.40

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: ResNet-50, FP32RTX 2080 TiGTX 1080 TiRTX 2070GTX 1080GTX 1070 TiGTX 1070GTX TITAN X60120180240300SE +/- 0.52, N = 3SE +/- 0.09, N = 3SE +/- 0.35, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.60, N = 3276207181141136124123
OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: ResNet-50, FP32RTX 2080 TiGTX 1080 TiRTX 2070GTX 1080GTX 1070 TiGTX 1070GTX TITAN X50100150200250Min: 275.4 / Avg: 276.27 / Max: 277.2Min: 206.9 / Avg: 207.03 / Max: 207.2Min: 180.6 / Avg: 181.17 / Max: 181.8Min: 140.8 / Avg: 140.9 / Max: 141.1Min: 136.1 / Avg: 136.17 / Max: 136.2Min: 123.7 / Avg: 123.8 / Max: 123.9Min: 121.5 / Avg: 122.67 / Max: 123.5

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 GPURTX 2080 TiRTX 2070GTX 1080 TiGTX TITAN XGTX 1070 TiGTX 1080GTX 1070GTX 980GTX 970306090120150SE +/- 0.04, N = 3SE +/- 0.25, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.15, N = 3SE +/- 0.38, N = 3SE +/- 0.29, N = 353.9166.5566.8578.7283.0383.4187.99107.78120.57
OpenBenchmarking.orgSeconds, Fewer Is BetterChaos Group V-RAY 1.1.0Mode: CUDA GPURTX 2080 TiRTX 2070GTX 1080 TiGTX TITAN XGTX 1070 TiGTX 1080GTX 1070GTX 980GTX 97020406080100Min: 53.83 / Avg: 53.91 / Max: 53.95Min: 66.29 / Avg: 66.55 / Max: 67.04Min: 66.82 / Avg: 66.85 / Max: 66.9Min: 78.69 / Avg: 78.72 / Max: 78.77Min: 82.92 / Avg: 83.03 / Max: 83.13Min: 87.69 / Avg: 87.99 / Max: 88.19Min: 107.36 / Avg: 107.78 / Max: 108.55Min: 119.99 / Avg: 120.57 / Max: 120.94

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: VGG-16, FP32RTX 2080 TiGTX 1080 TiRTX 2070GTX 1080GTX 1070 TiGTX TITAN XGTX 1070306090120150SE +/- 0.35, N = 3SE +/- 0.13, N = 3SE +/- 9.08, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.37, N = 3SE +/- 0.12, N = 3150.00119.2790.6782.7779.0372.8371.70
OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: VGG-16, FP32RTX 2080 TiGTX 1080 TiRTX 2070GTX 1080GTX 1070 TiGTX TITAN XGTX 1070306090120150Min: 149.9 / Avg: 150.43 / Max: 151.1Min: 119 / Avg: 119.27 / Max: 119.4Min: 72.5 / Avg: 90.67 / Max: 99.8Min: 82.7 / Avg: 82.77 / Max: 82.8Min: 79 / Avg: 79.03 / Max: 79.1Min: 72.1 / Avg: 72.83 / Max: 73.3Min: 71.5 / Avg: 71.7 / Max: 71.9

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: VGG-16, FP32RTX 2080 TiGTX 1080 TiRTX 2070GTX 1080GTX 1070 TiGTX 1070GTX TITAN X0.1080.2160.3240.4320.540.480.390.350.330.320.310.23

clpeak

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

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTRTX 2080 TiRTX 2070GTX 1080 TiRX Vega 64GTX 1080GTX 1070 TiRX Vega 56GTX TITAN XGTX 1070R9 FuryGTX 980RX 580GTX 9703K6K9K12K15KSE +/- 947.36, N = 3SE +/- 495.02, N = 3SE +/- 104.07, N = 3SE +/- 2.43, N = 3SE +/- 23.15, N = 3SE +/- 28.40, N = 3SE +/- 1.34, N = 3SE +/- 19.05, N = 3SE +/- 6.94, N = 3SE +/- 0.08, N = 3SE +/- 3.45, N = 3SE +/- 0.03, N = 3SE +/- 17.17, N = 314679815032922502243923391984180517101430131412531142
OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTRTX 2080 TiRTX 2070GTX 1080 TiRX Vega 64GTX 1080GTX 1070 TiRX Vega 56GTX TITAN XGTX 1070R9 FuryGTX 980RX 580GTX 9703K6K9K12K15KMin: 12784.74 / Avg: 14678.79 / Max: 15669.11Min: 7160.52 / Avg: 8150.4 / Max: 8660.81Min: 3084.39 / Avg: 3292.48 / Max: 3400.5Min: 2498.82 / Avg: 2502.43 / Max: 2507.06Min: 2393.07 / Avg: 2438.51 / Max: 2468.96Min: 2282.62 / Avg: 2339.26 / Max: 2371.33Min: 1981.13 / Avg: 1983.51 / Max: 1985.77Min: 1768.24 / Avg: 1804.9 / Max: 1832.22Min: 1698.02 / Avg: 1710.47 / Max: 1722.02Min: 1429.49 / Avg: 1429.58 / Max: 1429.73Min: 1308.2 / Avg: 1314.12 / Max: 1320.16Min: 1252.77 / Avg: 1252.81 / Max: 1252.86Min: 1108.21 / Avg: 1142 / Max: 1164.17

SHOC Scalable HeterOgeneous Computing

OpenBenchmarking.orgGFLOPS Per Dollar, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Performance / Cost - Target: OpenCL - Benchmark: FFT SPRX Vega 56RTX 2070RX 580RX Vega 64GTX 1080 TiGTX 1070 TiGTX 1080RTX 2080 Ti0.52431.04861.57292.09722.62152.331.851.831.791.411.331.311.201. RX Vega 56: $399 reported cost.2. RTX 2070: $549 reported cost.3. RX 580: $299 reported cost.4. RX Vega 64: $519 reported cost.5. GTX 1080 Ti: $699 reported cost.6. GTX 1070 Ti: $419 reported cost.7. GTX 1080: $499 reported cost.8. RTX 2080 Ti: $1199 reported cost.

ASKAP tConvolveCuda

OpenBenchmarking.orgMillion Grid Points Per Second Per Dollar, More Is BetterASKAP tConvolveCuda 2015-11-10Performance / Cost - Processing: DegriddingRTX 2070GTX 1070 TiGTX 1080 TiRTX 2080 TiGTX 1080112233445547.0332.8931.7431.7228.601. RTX 2070: $549 reported cost.2. GTX 1070 Ti: $419 reported cost.3. GTX 1080 Ti: $699 reported cost.4. RTX 2080 Ti: $1199 reported cost.5. GTX 1080: $499 reported cost.

NVIDIA GPU Cloud TensorFlow

OpenBenchmarking.orgImages Per Second Per Dollar, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Performance / Cost - Test: Inception v4, FP16RTX 2070GTX 1070 TiGTX 1080RTX 2080 TiGTX 1080 Ti0.0360.0720.1080.1440.180.160.130.110.100.101. RTX 2070: $549 reported cost.2. GTX 1070 Ti: $419 reported cost.3. GTX 1080: $499 reported cost.4. RTX 2080 Ti: $1199 reported cost.5. GTX 1080 Ti: $699 reported cost.

OpenBenchmarking.orgImages Per Second Per Dollar, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Performance / Cost - Test: ResNet-50, FP16RTX 2070GTX 1070 TiGTX 1080 TiGTX 1080RTX 2080 Ti0.12150.2430.36450.4860.60750.540.440.380.380.361. RTX 2070: $549 reported cost.2. GTX 1070 Ti: $419 reported cost.3. GTX 1080 Ti: $699 reported cost.4. GTX 1080: $499 reported cost.5. RTX 2080 Ti: $1199 reported cost.

OpenBenchmarking.orgImages Per Second Per Dollar, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Performance / Cost - Test: VGG-16, FP16RTX 2070GTX 1070 TiGTX 1080 TiGTX 1080RTX 2080 Ti0.05630.11260.16890.22520.28150.250.210.190.190.171. RTX 2070: $549 reported cost.2. GTX 1070 Ti: $419 reported cost.3. GTX 1080 Ti: $699 reported cost.4. GTX 1080: $499 reported cost.5. RTX 2080 Ti: $1199 reported cost.

OpenBenchmarking.orgImages Per Second Per Dollar, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Performance / Cost - Test: VGG-16, FP32GTX 1070 TiRTX 2070GTX 1080 TiGTX 1080RTX 2080 Ti0.04280.08560.12840.17120.2140.190.170.170.170.131. GTX 1070 Ti: $419 reported cost.2. RTX 2070: $549 reported cost.3. GTX 1080 Ti: $699 reported cost.4. GTX 1080: $499 reported cost.5. RTX 2080 Ti: $1199 reported cost.

OpenBenchmarking.orgImages Per Second Per Dollar, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Performance / Cost - Test: AlexNet, FP32GTX 1070 TiRTX 2070GTX 1080 TiGTX 1080RTX 2080 Ti0.8911.7822.6733.5644.4553.963.843.583.502.731. GTX 1070 Ti: $419 reported cost.2. RTX 2070: $549 reported cost.3. GTX 1080 Ti: $699 reported cost.4. GTX 1080: $499 reported cost.5. RTX 2080 Ti: $1199 reported cost.

OpenBenchmarking.orgImages Per Second Per Dollar, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Performance / Cost - Test: ResNet-50, FP32RTX 2070GTX 1070 TiGTX 1080 TiGTX 1080RTX 2080 Ti0.07430.14860.22290.29720.37150.330.320.300.280.231. RTX 2070: $549 reported cost.2. GTX 1070 Ti: $419 reported cost.3. GTX 1080 Ti: $699 reported cost.4. GTX 1080: $499 reported cost.5. RTX 2080 Ti: $1199 reported cost.

OpenBenchmarking.orgImages Per Second Per Dollar, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Performance / Cost - Test: Googlenet, FP16RTX 2070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2080 Ti0.26330.52660.78991.05321.31651.171.070.910.890.821. RTX 2070: $549 reported cost.2. GTX 1070 Ti: $419 reported cost.3. GTX 1080: $499 reported cost.4. GTX 1080 Ti: $699 reported cost.5. RTX 2080 Ti: $1199 reported cost.

OpenBenchmarking.orgImages Per Second Per Dollar, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Performance / Cost - Test: AlexNet, FP16RTX 2070GTX 1070 TiGTX 1080 TiGTX 1080RTX 2080 Ti1.11152.2233.33454.4465.55754.944.233.773.723.611. RTX 2070: $549 reported cost.2. GTX 1070 Ti: $419 reported cost.3. GTX 1080 Ti: $699 reported cost.4. GTX 1080: $499 reported cost.5. RTX 2080 Ti: $1199 reported cost.

SHOC Scalable HeterOgeneous Computing

OpenBenchmarking.orgGHash/s Per Dollar, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Performance / Cost - Target: OpenCL - Benchmark: MD5 HashRTX 2070RTX 2080 TiGTX 1080 TiGTX 1080GTX 1070 TiRX Vega 64RX Vega 56RX 5800.0090.0180.0270.0360.0450.040.030.030.030.030.030.030.031. RTX 2070: $549 reported cost.2. RTX 2080 Ti: $1199 reported cost.3. GTX 1080 Ti: $699 reported cost.4. GTX 1080: $499 reported cost.5. GTX 1070 Ti: $419 reported cost.6. RX Vega 64: $519 reported cost.7. RX Vega 56: $399 reported cost.8. RX 580: $299 reported cost.

System Power Consumption Monitor

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringGTX 970GTX 980GTX 1070GTX 1080RTX 2070GTX 1070 TiRTX 2080 TiGTX 1080 TiGTX TITAN X70140210280350Min: 95.8 / Avg: 176.17 / Max: 300.3Min: 93.6 / Avg: 176.4 / Max: 313.7Min: 91.3 / Avg: 209.2 / Max: 276.4Min: 91 / Avg: 211.98 / Max: 308.2Min: 91.4 / Avg: 214.35 / Max: 313.7Min: 96.8 / Avg: 223.4 / Max: 312.9Min: 95.3 / Avg: 264.13 / Max: 406.6Min: 94 / Avg: 268 / Max: 380.7Min: 104.9 / Avg: 294.18 / Max: 388

GPU Temperature Monitor

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringGTX 970GTX 1070 TiRTX 2070GTX 980RTX 2080 TiGTX 1080GTX 1070GTX 1080 TiGTX TITAN X1632486480Min: 30 / Avg: 44.97 / Max: 71Min: 38 / Avg: 54.27 / Max: 66Min: 34 / Avg: 54.61 / Max: 65Min: 37 / Avg: 56.32 / Max: 81Min: 38 / Avg: 58.82 / Max: 74Min: 37 / Avg: 61.56 / Max: 77Min: 34 / Avg: 61.6 / Max: 74Min: 39 / Avg: 66.34 / Max: 79Min: 41 / Avg: 76.41 / Max: 85

Parboil

The Parboil Benchmarks from the IMPACT Research Group at University of Illinois are a set of throughput computing applications for looking at computing architecture and compilers. Parboil test-cases support OpenMP, OpenCL, and CUDA multi-processing environments. However, at this time the test profile is just making use of the OpenMP and OpenCL test workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterParboil 2.5Test: OpenCL TPACFRTX 2080 TiGTX 1080 TiRTX 2070GTX 1070 TiGTX 1080GTX 1070GTX TITAN XGTX 980GTX 9700.35780.71561.07341.43121.789SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 30.820.931.031.201.211.241.491.551.591. (CXX) g++ options: -lm -lpthread -lgomp -O3 -ffast-math -fopenmp
OpenBenchmarking.orgSeconds, Fewer Is BetterParboil 2.5Test: OpenCL TPACFRTX 2080 TiGTX 1080 TiRTX 2070GTX 1070 TiGTX 1080GTX 1070GTX TITAN XGTX 980GTX 970246810Min: 0.74 / Avg: 0.82 / Max: 0.96Min: 0.88 / Avg: 0.93 / Max: 1Min: 0.99 / Avg: 1.03 / Max: 1.1Min: 1.17 / Avg: 1.2 / Max: 1.26Min: 1.15 / Avg: 1.21 / Max: 1.31Min: 1.22 / Avg: 1.24 / Max: 1.3Min: 1.37 / Avg: 1.49 / Max: 1.6Min: 1.51 / Avg: 1.55 / Max: 1.58Min: 1.54 / Avg: 1.59 / Max: 1.671. (CXX) g++ options: -lm -lpthread -lgomp -O3 -ffast-math -fopenmp

47 Results Shown

SHOC Scalable HeterOgeneous Computing
CUDA Mini-Nbody
NVIDIA GPU Cloud TensorFlow:
  System Power Consumption Monitor:
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts
NVIDIA GPU Cloud TensorFlow
ASKAP tConvolveCuda
NVIDIA GPU Cloud TensorFlow:
    Watts
    Watts
  AlexNet, FP16:
    Images Per Second Per Watt
  System Power Consumption Monitor:
    Watts
  ResNet-50, FP16:
    Images Per Second Per Watt
SHOC Scalable HeterOgeneous Computing
clpeak:
  Performance / Cost - Integer Compute INT
  Inception v4, FP16
NVIDIA GPU Cloud TensorFlow:
  AlexNet, FP32
  Inception v4, FP16
NVIDIA GPU Cloud TensorFlow:
  Googlenet, FP16
  VGG-16, FP16
NVIDIA GPU Cloud TensorFlow
NVIDIA GPU Cloud TensorFlow
NVIDIA GPU Cloud TensorFlow:
  Googlenet, FP16
  VGG-16, FP16
NVIDIA GPU Cloud TensorFlow
NVIDIA GPU Cloud TensorFlow
Chaos Group V-RAY
NVIDIA GPU Cloud TensorFlow
NVIDIA GPU Cloud TensorFlow
clpeak
SHOC Scalable HeterOgeneous Computing:
  Performance / Cost - OpenCL - FFT SP
  Performance / Cost - Degridding
  Performance / Cost - Inception v4, FP16
  Performance / Cost - ResNet-50, FP16
  Performance / Cost - VGG-16, FP16
  Performance / Cost - VGG-16, FP32
  Performance / Cost - AlexNet, FP32
  Performance / Cost - ResNet-50, FP32
  Performance / Cost - Googlenet, FP16
  Performance / Cost - AlexNet, FP16
  Performance / Cost - OpenCL - MD5 Hash
  Phoronix Test Suite System Monitoring
  Phoronix Test Suite System Monitoring
Parboil