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
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