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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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 Benchmarks, "SHOC Scalable HeterOgeneous Computing 2015-11-10 - Target: OpenCL - Benchmark: MD5 Hash", Higher Results Are Better "RX 580",8.0553,8.0558,8.0559 "R9 Fury",9.2009,9.2009,9.2009 "RX Vega 56",12.4274,12.3998,12.3984 "RX Vega 64",16.4508,16.4089,16.439 "GTX 970",6.4717,6.4715,6.4708 "GTX 980",7.4861,7.4866,7.484 "GTX TITAN X",10.2979,10.2962,10.2928 "GTX 1070",10.6985,10.6624,10.6621 "GTX 1070 Ti",13.7379,13.6166,13.6157 "GTX 1080",14.3152,14.2836,14.3282 "GTX 1080 Ti",20.0528,19.9669,19.8689 "RTX 2070",19.3147,19.2373,19.2881 "RTX 2080 Ti",35.0053,34.7777,34.833 "CUDA Mini-Nbody 2015-11-10 - Test: Original", Lower Results Are Better "GTX 970",51.675263166428,51.791725873947,51.669559955597 "GTX 980",45.562861919403,45.882693052292,46.248362064362 "GTX TITAN X",32.925885915756,33.991708040237,33.743291139603 "GTX 1070",39.695709943771,39.6574177742,39.717331886292 "GTX 1070 Ti",31.92608499527,31.859418869019,31.944654941559 "GTX 1080",32.679481983185,32.757047891617,32.842904806137 "GTX 1080 Ti",21.129629135132,21.163096904755,21.407628059387 "RTX 2070",17.76771903038,17.638435125351,17.710499048233 "RTX 2080 Ti",11.36129617691,11.128270149231,11.167313098907 "NVIDIA GPU Cloud TensorFlow 18.09 - System Power Consumption Monitor", Lower Results Are Better "GTX TITAN X", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2070", "RTX 2080 Ti", "NVIDIA GPU Cloud TensorFlow 18.09 - System Power Consumption Monitor", Lower Results Are Better "GTX TITAN X", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2070", "RTX 2080 Ti", "NVIDIA GPU Cloud TensorFlow 18.09 - System Power Consumption Monitor", Lower Results Are Better "GTX 970", "GTX 980", "GTX TITAN X", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2070", "RTX 2080 Ti", "NVIDIA GPU Cloud TensorFlow 18.09 - System Power Consumption Monitor", Lower Results Are Better "GTX TITAN X", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2070", "RTX 2080 Ti", "NVIDIA GPU Cloud TensorFlow 18.09 - System Power Consumption Monitor", Lower Results Are Better "GTX TITAN X", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2070", "RTX 2080 Ti", "NVIDIA GPU Cloud TensorFlow 18.09 - System Power Consumption Monitor", Lower Results Are Better "GTX 970", "GTX 980", "GTX TITAN X", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2070", "RTX 2080 Ti", "NVIDIA GPU Cloud TensorFlow 18.09 - System Power Consumption Monitor", Lower Results Are Better "GTX TITAN X", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2070", "RTX 2080 Ti", "NVIDIA GPU Cloud TensorFlow 18.09 - Test: AlexNet, FP16", Higher Results Are Better "GTX 970",1045.4,1045.3,1043.9 "GTX 980",1207.1,1201.1,1199.7 "GTX TITAN X",1648.8,1647.2,1646.9 "GTX 1070",1550.9,1549.1,1547.5 "GTX 1070 Ti",1772.6,1774.3,1772.2 "GTX 1080",1858.2,1852.1,1858.7 "GTX 1080 Ti",2635.6,2639.4,2631.3 "RTX 2070",2723.7,2713.2,2705.9 "RTX 2080 Ti",4330.9,4337.9,4319.7 "ASKAP tConvolveCuda 2015-11-10 - Processing: Degridding", Higher Results Are Better "GTX 970",9509.14,9181.24,9181.24 "GTX 980",10650.2,10650.2,10650.2 "GTX TITAN X",17750.4,17750.4,17750.4 "GTX 1070",13312.8,14013.5,13312.8 "GTX 1070 Ti",14013.5,13312.8,14013.5 "GTX 1080",14792,14013.5,14013.5 "GTX 1080 Ti", "RTX 2070",24205.1,26625.6,26625.6 "RTX 2080 Ti",38036.6,38036.6,38036.6 "NVIDIA GPU Cloud TensorFlow 18.09 - System Power Consumption Monitor", Lower Results Are Better "GTX TITAN X", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2070", "RTX 2080 Ti", "CUDA Mini-Nbody 2015-11-10 - System Power Consumption Monitor", Lower Results Are Better "GTX 970", "GTX 980", "GTX TITAN X", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2070", "RTX 2080 Ti", "NVIDIA GPU Cloud TensorFlow 18.09 - Test: AlexNet, FP16", Higher Results Are Better "GTX 970", "GTX 980", "GTX TITAN X", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2070", "RTX 2080 Ti", "Chaos Group V-RAY 1.1.0 - System Power Consumption Monitor", Lower Results Are Better "GTX 970", "GTX 980", "GTX TITAN X", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2070", "RTX 2080 Ti", "NVIDIA GPU Cloud TensorFlow 18.09 - Test: ResNet-50, FP16", Higher Results Are Better "GTX TITAN X", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2070", "RTX 2080 Ti", "SHOC Scalable HeterOgeneous Computing 2015-11-10 - Target: OpenCL - Benchmark: FFT SP", Higher Results Are Better "RX 580",546.331,546.057,545.952 "R9 Fury",821.147,821.319,821.331 "RX Vega 56",925.544,929.743,932.436 "RX Vega 64",930.681,930.098,931.925 "GTX 970",405.876,409.227,406.411 "GTX 980",459.123,459.808,458.565 "GTX TITAN X",725.078,727.661,724.366 "GTX 1070",549.025,549.012,552.457 "GTX 1070 Ti",556.411,555.704,555.122 "GTX 1080",655.333,652.894,653.907 "GTX 1080 Ti",984.455,984.291,979.53 "RTX 2070",988.27,991.78,1064.78 "RTX 2080 Ti",1452.81,1414.23,1461.63 "clpeak - Performance / Cost - OpenCL Test: Integer Compute INT", Higher Results Are Better "RX 580", "RX Vega 56", "RX Vega 64", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2070", "RTX 2080 Ti", "NVIDIA GPU Cloud TensorFlow 18.09 - Test: Inception v4, FP16", Higher Results Are Better "GTX TITAN X", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2070", "RTX 2080 Ti", "NVIDIA GPU Cloud TensorFlow 18.09 - Test: AlexNet, FP32", Higher Results Are Better "GTX 970",997.8,997.6,998.5 "GTX 980",1146.3,1146.4,1146.3 "GTX TITAN X",1578.5,1575.7,1570.5 "GTX 1070",1502.2,1504.9,1504.1 "GTX 1070 Ti",1659.2,1659.1,1661.7 "GTX 1080",1746.6,1746.5,1744.6 "GTX 1080 Ti",2497.8,2497.5,2502.1 "RTX 2070",2113.8,2115.7,2101 "RTX 2080 Ti",3287.5,3274.8,3269.1 "NVIDIA GPU Cloud TensorFlow 18.09 - Test: Inception v4, FP16", Higher Results Are Better "GTX TITAN X",42.8,42.3,42.8 "GTX 1070",44,43.7,44 "GTX 1070 Ti",53,53,52.8 "GTX 1080",54,53.9,53.6 "GTX 1080 Ti",72.3,72,72.2 "RTX 2070",86.4,83.9,85.3 "RTX 2080 Ti",121.8,124.6,122.9 "NVIDIA GPU Cloud TensorFlow 18.09 - Test: Googlenet, FP16", Higher Results Are Better "GTX TITAN X", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2070", "RTX 2080 Ti", "NVIDIA GPU Cloud TensorFlow 18.09 - Test: VGG-16, FP16", Higher Results Are Better "GTX TITAN X", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2070", "RTX 2080 Ti", "NVIDIA GPU Cloud TensorFlow 18.09 - Test: ResNet-50, FP16", Higher Results Are Better "GTX TITAN X",161.7,147.2,147 "GTX 1070",158.5,158.2,158.1 "GTX 1070 Ti",184.5,184.4,185.3 "GTX 1080",190.6,189.7,189.8 "GTX 1080 Ti",266.3,266.2,263.3 "RTX 2070",295.3,293.3,296.5 "RTX 2080 Ti",420.9,437.3,424.9 "NVIDIA GPU Cloud TensorFlow 18.09 - Test: AlexNet, FP32", Higher Results Are Better "GTX 970", "GTX 980", "GTX TITAN X", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2070", "RTX 2080 Ti", "NVIDIA GPU Cloud TensorFlow 18.09 - Test: Googlenet, FP16", Higher Results Are Better "GTX TITAN X",373.5,369.5,370 "GTX 1070",374.9,373.9,372.6 "GTX 1070 Ti",448.2,447.5,448 "GTX 1080",453.7,454.4,453.2 "GTX 1080 Ti",622.2,622.4,622.1 "RTX 2070",639.7,641.4,641 "RTX 2080 Ti",990.7,984.2,984.4 "NVIDIA GPU Cloud TensorFlow 18.09 - Test: VGG-16, FP16", Higher Results Are Better "GTX TITAN X",77.2,79,78.6 "GTX 1070",77.4,77.1,76.9 "GTX 1070 Ti",89.5,89.4,89.1 "GTX 1080",93.1,92.8,93 "GTX 1080 Ti",131.4,131.5,130.9 "RTX 2070",138,138.3,138.7 "RTX 2080 Ti",204.1,204,204.2 "NVIDIA GPU Cloud TensorFlow 18.09 - Test: ResNet-50, FP32", Higher Results Are Better "GTX TITAN X", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2070", "RTX 2080 Ti", "NVIDIA GPU Cloud TensorFlow 18.09 - Test: ResNet-50, FP32", Higher Results Are Better "GTX TITAN X",121.5,123,123.5 "GTX 1070",123.9,123.8,123.7 "GTX 1070 Ti",136.2,136.2,136.1 "GTX 1080",141.1,140.8,140.8 "GTX 1080 Ti",207.2,207,206.9 "RTX 2070",181.1,181.8,180.6 "RTX 2080 Ti",276.2,275.4,277.2 "Chaos Group V-RAY 1.1.0 - Mode: CUDA GPU", Lower Results Are Better "GTX 970",119.99064183235,120.78413796425,120.94441390038 "GTX 980",108.54850316048,107.36129283905,107.43893694878 "GTX TITAN X",78.689399957657,78.766461849213,78.715764045715 "GTX 1070",87.686356067657,88.093966007233,88.191354990005 "GTX 1070 Ti",83.133929014206,83.037562131882,82.919878959656 "GTX 1080", "GTX 1080 Ti",66.898327112198,66.815091848373,66.827836990356 "RTX 2070",67.042124986649,66.318156003952,66.294950962067 "RTX 2080 Ti",53.945139884949,53.942559957504,53.834394931793 "NVIDIA GPU Cloud TensorFlow 18.09 - Test: VGG-16, FP32", Higher Results Are Better "GTX TITAN X",72.1,73.1,73.3 "GTX 1070",71.9,71.5,71.7 "GTX 1070 Ti",79.1,79,79 "GTX 1080",82.8,82.7,82.8 "GTX 1080 Ti",119.4,119.4,119 "RTX 2070",99.7,99.8,72.5 "RTX 2080 Ti",151.1,149.9,150.3 "NVIDIA GPU Cloud TensorFlow 18.09 - Test: VGG-16, FP32", Higher Results Are Better "GTX TITAN X", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2070", "RTX 2080 Ti", "clpeak - OpenCL Test: Integer Compute INT", Higher Results Are Better "RX 580",1252.79,1252.86,1252.77 "R9 Fury",1429.49,1429.73,1429.52 "RX Vega 56",1985.77,1983.62,1981.13 "RX Vega 64",2507.06,2501.42,2498.82 "GTX 970",1108.21,1153.61,1164.17 "GTX 980",1308.2,1320.16,1314 "GTX TITAN X",1768.24,1814.25,1832.22 "GTX 1070",1722.02,1711.37,1698.02 "GTX 1070 Ti",2282.62,2371.33,2363.84 "GTX 1080",2393.07,2468.96,2453.5 "GTX 1080 Ti",3084.39,3400.5,3392.56 "RTX 2070",7160.52,8629.88,8660.81 "RTX 2080 Ti",12784.74,15669.11,15582.53 "SHOC Scalable HeterOgeneous Computing 2015-11-10 - Performance / Cost - Target: OpenCL - Benchmark: FFT SP", Higher Results Are Better "RX 580", "RX Vega 56", "RX Vega 64", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2070", "RTX 2080 Ti", "ASKAP tConvolveCuda 2015-11-10 - Performance / Cost - Processing: Degridding", Higher Results Are Better "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2070", "RTX 2080 Ti", "NVIDIA GPU Cloud TensorFlow 18.09 - Performance / Cost - Test: Inception v4, FP16", Higher Results Are Better "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2070", "RTX 2080 Ti", "NVIDIA GPU Cloud TensorFlow 18.09 - Performance / Cost - Test: ResNet-50, FP16", Higher Results Are Better "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2070", "RTX 2080 Ti", "NVIDIA GPU Cloud TensorFlow 18.09 - Performance / Cost - Test: VGG-16, FP16", Higher Results Are Better "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2070", "RTX 2080 Ti", "NVIDIA GPU Cloud TensorFlow 18.09 - Performance / Cost - Test: VGG-16, FP32", Higher Results Are Better "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2070", "RTX 2080 Ti", "NVIDIA GPU Cloud TensorFlow 18.09 - Performance / Cost - Test: AlexNet, FP32", Higher Results Are Better "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2070", "RTX 2080 Ti", "NVIDIA GPU Cloud TensorFlow 18.09 - Performance / Cost - Test: ResNet-50, FP32", Higher Results Are Better "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2070", "RTX 2080 Ti", "NVIDIA GPU Cloud TensorFlow 18.09 - Performance / Cost - Test: Googlenet, FP16", Higher Results Are Better "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2070", "RTX 2080 Ti", "NVIDIA GPU Cloud TensorFlow 18.09 - Performance / Cost - Test: AlexNet, FP16", Higher Results Are Better "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2070", "RTX 2080 Ti", "SHOC Scalable HeterOgeneous Computing 2015-11-10 - Performance / Cost - Target: OpenCL - Benchmark: MD5 Hash", Higher Results Are Better "RX 580", "RX Vega 56", "RX Vega 64", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2070", "RTX 2080 Ti", "System Power Consumption Monitor - Phoronix Test Suite System Monitoring", "GTX 970", "GTX 980", "GTX TITAN X", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2070", "RTX 2080 Ti", "GPU Temperature Monitor - Phoronix Test Suite System Monitoring", "GTX 970", "GTX 980", "GTX TITAN X", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2070", "RTX 2080 Ti", "Parboil 2.5 - Test: OpenCL TPACF", Lower Results Are Better "GTX 970",1.564277,1.672829,1.536696 "GTX 980",1.576817,1.513765,1.545981 "GTX TITAN X",1.601139,1.517219,1.366104 "GTX 1070",1.296314,1.220626,1.215617 "GTX 1070 Ti",1.25578,1.173774,1.179397 "GTX 1080",1.307038,1.164707,1.15344 "GTX 1080 Ti",1.002502,0.897375,0.884923 "RTX 2070",1.096171,1.001486,0.986527 "RTX 2080 Ti",0.95787,0.755473,0.742554