NVIDIA GPU Cloud TensorFlow benchmarks with ResNet-50, AlexNet, Googlenet, Inception V4, VGG-16. NVIDIA GPU benchmarks on Ubuntu Linux 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 1810085-SKEE-181007067
NGC TensorFlow NVIDIA GeForce RTX 2080 Ti,
"NVIDIA GPU Cloud TensorFlow 18.09 - Test: Inception v4, FP16",
Higher Results Are Better
"GeForce RTX 2080 Ti",133.8,134.2,134.6
"GeForce GTX 1080 Ti",74.7,74.4,74.4
"GeForce GTX 1060",32.1,32,32
"GeForce GTX 1070",44.7,44.7,44.7
"GeForce GTX 980 Ti",40.9,41,40.9
"GeForce GTX 1080",55,55,54.9
"GeForce GTX 1070 Ti",
"NVIDIA GPU Cloud TensorFlow 18.09 - Test: Inception v4, FP32",
Higher Results Are Better
"GeForce RTX 2080 Ti",89.4,89.1,89.2
"GeForce GTX 1080 Ti",66,65.9,66
"NVIDIA GPU Cloud TensorFlow 18.09 - Test: Googlenet, FP16",
Higher Results Are Better
"GeForce RTX 2080 Ti",1011.9,1006.8,1007.6
"GeForce GTX 1080 Ti",634.2,632.9,626
"GeForce GTX 1060",261.6,260.4,261.6
"GeForce GTX 1070",375.6,374.9,375
"GeForce GTX 980 Ti",354.6,360.1,360.2
"GeForce GTX 1080",458.6,458.1,458.3
"GeForce GTX 1070 Ti",453,452.1,452
"NVIDIA GPU Cloud TensorFlow 18.09 - Test: Googlenet, FP32",
Higher Results Are Better
"GeForce RTX 2080 Ti",762,760.7,760.6
"GeForce GTX 1080 Ti",552.1,551.9,550.9
"NVIDIA GPU Cloud TensorFlow 18.09 - Test: ResNet-50, FP32",
Higher Results Are Better
"GeForce RTX 2080 Ti",284.3,284.3,283.5
"GeForce GTX 1080 Ti",210.7,210.1,210.2
"GeForce GTX 1070",125.2,125,124.7
"GeForce GTX 1080",142.6,142.7,142.5
"GeForce GTX 1070 Ti",137.7,137.8,137.7
"NVIDIA GPU Cloud TensorFlow 18.09 - Test: ResNet-50, FP16",
Higher Results Are Better
"GeForce RTX 2080 Ti",451.2,449.8,462.5
"GeForce GTX 1080 Ti",272.8,271.8,271.5
"GeForce GTX 1060",116.3,115.8,115.5
"GeForce GTX 1070",162.3,161.3,161.4
"GeForce GTX 980 Ti",154,152.3,151.4
"GeForce GTX 1080",194.6,193.6,193.1
"GeForce GTX 1070 Ti",188.1,187.1,187.2
"NVIDIA GPU Cloud TensorFlow 18.09 - Test: VGG-16, FP16",
Higher Results Are Better
"GeForce RTX 2080 Ti",206,205.8,205.6
"GeForce GTX 1080 Ti",131.5,131.5,131.3
"GeForce GTX 1060",55.7,55.4,55.4
"GeForce GTX 1070",77.6,77.2,77.1
"GeForce GTX 980 Ti",78.9,77.9,78.7
"GeForce GTX 1080",93.5,93.1,93
"GeForce GTX 1070 Ti",89.7,89.4,89.3
"NVIDIA GPU Cloud TensorFlow 18.09 - Test: VGG-16, FP32",
Higher Results Are Better
"GeForce RTX 2080 Ti",152.3,151.5,151.8
"GeForce GTX 1080 Ti",119.4,119.5,119.2
"GeForce GTX 1070",71.9,71.7,71.6
"GeForce GTX 1080",82.9,82.9,83
"GeForce GTX 1070 Ti",79.3,79.2,79.3
"NVIDIA GPU Cloud TensorFlow 18.09 - Test: AlexNet, FP16",
Higher Results Are Better
"GeForce RTX 2080 Ti",4404.6,4419.7,4406.6
"GeForce GTX 1080 Ti",2678.2,2673,2669.3
"GeForce GTX 1060",1092.7,1088.9,1087.9
"GeForce GTX 1070",1565.6,1570.6,1561.9
"GeForce GTX 980 Ti",1565.2,1545,1563.4
"GeForce GTX 1080",1879.5,1871.7,1872.6
"GeForce GTX 1070 Ti",1795.5,1792.7,1793.3
"NVIDIA GPU Cloud TensorFlow 18.09 - Performance / Cost - Test: Inception v4, FP32",
Higher Results Are Better
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"NVIDIA GPU Cloud TensorFlow 18.09 - Performance / Cost - Test: Googlenet, FP32",
Higher Results Are Better
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"NVIDIA GPU Cloud TensorFlow 18.09 - Performance / Cost - Test: VGG-16, FP32",
Higher Results Are Better
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"GeForce GTX 1080",
"GeForce GTX 1070 Ti",
"NVIDIA GPU Cloud TensorFlow 18.09 - Performance / Cost - Test: VGG-16, FP16",
Higher Results Are Better
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"GeForce GTX 1080",
"GeForce GTX 1070 Ti",
"NVIDIA GPU Cloud TensorFlow 18.09 - Performance / Cost - Test: Inception v4, FP16",
Higher Results Are Better
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"GeForce GTX 1080",
"GeForce GTX 1070 Ti",
"NVIDIA GPU Cloud TensorFlow 18.09 - Performance / Cost - Test: Googlenet, FP16",
Higher Results Are Better
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"GeForce GTX 1080",
"GeForce GTX 1070 Ti",
"NVIDIA GPU Cloud TensorFlow 18.09 - Performance / Cost - Test: AlexNet, FP16",
Higher Results Are Better
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"GeForce GTX 1080",
"GeForce GTX 1070 Ti",
"NVIDIA GPU Cloud TensorFlow 18.09 - Performance / Cost - Test: ResNet-50, FP32",
Higher Results Are Better
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"GeForce GTX 1080",
"GeForce GTX 1070 Ti",
"NVIDIA GPU Cloud TensorFlow 18.09 - Performance / Cost - Test: ResNet-50, FP16",
Higher Results Are Better
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"GeForce GTX 1080",
"GeForce GTX 1070 Ti",
"System Power Consumption Monitor - Phoronix Test Suite System Monitoring",
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"GeForce GTX 1060",
"GeForce GTX 1070",
"GeForce GTX 980 Ti",
"GeForce GTX 1080",
"GeForce GTX 1070 Ti",
"GPU Temperature Monitor - Phoronix Test Suite System Monitoring",
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"GeForce GTX 1060",
"GeForce GTX 1070",
"GeForce GTX 980 Ti",
"GeForce GTX 1080",
"GeForce GTX 1070 Ti",
"NVIDIA GPU Cloud TensorFlow 18.09 - System Power Consumption Monitor",
Lower Results Are Better
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"GeForce GTX 1070",
"GeForce GTX 1080",
"GeForce GTX 1070 Ti",
"NVIDIA GPU Cloud TensorFlow 18.09 - GPU Temperature Monitor",
Lower Results Are Better
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"GeForce GTX 1070",
"GeForce GTX 1080",
"GeForce GTX 1070 Ti",
"NVIDIA GPU Cloud TensorFlow 18.09 - Test: VGG-16, FP32",
Higher Results Are Better
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"GeForce GTX 1070",
"GeForce GTX 1080",
"GeForce GTX 1070 Ti",
"NVIDIA GPU Cloud TensorFlow 18.09 - System Power Consumption Monitor",
Lower Results Are Better
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"GeForce GTX 1060",
"GeForce GTX 1070",
"GeForce GTX 980 Ti",
"GeForce GTX 1080",
"GeForce GTX 1070 Ti",
"NVIDIA GPU Cloud TensorFlow 18.09 - GPU Temperature Monitor",
Lower Results Are Better
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"GeForce GTX 1060",
"GeForce GTX 1070",
"GeForce GTX 980 Ti",
"GeForce GTX 1080",
"GeForce GTX 1070 Ti",
"NVIDIA GPU Cloud TensorFlow 18.09 - Test: VGG-16, FP16",
Higher Results Are Better
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"GeForce GTX 1060",
"GeForce GTX 1070",
"GeForce GTX 980 Ti",
"GeForce GTX 1080",
"GeForce GTX 1070 Ti",
"NVIDIA GPU Cloud TensorFlow 18.09 - System Power Consumption Monitor",
Lower Results Are Better
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"NVIDIA GPU Cloud TensorFlow 18.09 - GPU Temperature Monitor",
Lower Results Are Better
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"NVIDIA GPU Cloud TensorFlow 18.09 - Test: Inception v4, FP32",
Higher Results Are Better
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"NVIDIA GPU Cloud TensorFlow 18.09 - System Power Consumption Monitor",
Lower Results Are Better
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"GeForce GTX 1060",
"GeForce GTX 1070",
"GeForce GTX 980 Ti",
"GeForce GTX 1080",
"GeForce GTX 1070 Ti",
"NVIDIA GPU Cloud TensorFlow 18.09 - GPU Temperature Monitor",
Lower Results Are Better
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"GeForce GTX 1060",
"GeForce GTX 1070",
"GeForce GTX 980 Ti",
"GeForce GTX 1080",
"GeForce GTX 1070 Ti",
"NVIDIA GPU Cloud TensorFlow 18.09 - Test: Inception v4, FP16",
Higher Results Are Better
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"GeForce GTX 1060",
"GeForce GTX 1070",
"GeForce GTX 980 Ti",
"GeForce GTX 1080",
"GeForce GTX 1070 Ti",
"NVIDIA GPU Cloud TensorFlow 18.09 - System Power Consumption Monitor",
Lower Results Are Better
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"NVIDIA GPU Cloud TensorFlow 18.09 - GPU Temperature Monitor",
Lower Results Are Better
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"NVIDIA GPU Cloud TensorFlow 18.09 - Test: Googlenet, FP32",
Higher Results Are Better
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"NVIDIA GPU Cloud TensorFlow 18.09 - System Power Consumption Monitor",
Lower Results Are Better
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"GeForce GTX 1060",
"GeForce GTX 1070",
"GeForce GTX 980 Ti",
"GeForce GTX 1080",
"GeForce GTX 1070 Ti",
"NVIDIA GPU Cloud TensorFlow 18.09 - GPU Temperature Monitor",
Lower Results Are Better
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"GeForce GTX 1060",
"GeForce GTX 1070",
"GeForce GTX 980 Ti",
"GeForce GTX 1080",
"GeForce GTX 1070 Ti",
"NVIDIA GPU Cloud TensorFlow 18.09 - Test: Googlenet, FP16",
Higher Results Are Better
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"GeForce GTX 1060",
"GeForce GTX 1070",
"GeForce GTX 980 Ti",
"GeForce GTX 1080",
"GeForce GTX 1070 Ti",
"NVIDIA GPU Cloud TensorFlow 18.09 - System Power Consumption Monitor",
Lower Results Are Better
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"GeForce GTX 1060",
"GeForce GTX 1070",
"GeForce GTX 980 Ti",
"GeForce GTX 1080",
"GeForce GTX 1070 Ti",
"NVIDIA GPU Cloud TensorFlow 18.09 - GPU Temperature Monitor",
Lower Results Are Better
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"GeForce GTX 1060",
"GeForce GTX 1070",
"GeForce GTX 980 Ti",
"GeForce GTX 1080",
"GeForce GTX 1070 Ti",
"NVIDIA GPU Cloud TensorFlow 18.09 - Test: AlexNet, FP16",
Higher Results Are Better
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"GeForce GTX 1060",
"GeForce GTX 1070",
"GeForce GTX 980 Ti",
"GeForce GTX 1080",
"GeForce GTX 1070 Ti",
"NVIDIA GPU Cloud TensorFlow 18.09 - System Power Consumption Monitor",
Lower Results Are Better
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"GeForce GTX 1070",
"GeForce GTX 1080",
"GeForce GTX 1070 Ti",
"NVIDIA GPU Cloud TensorFlow 18.09 - GPU Temperature Monitor",
Lower Results Are Better
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"GeForce GTX 1070",
"GeForce GTX 1080",
"GeForce GTX 1070 Ti",
"NVIDIA GPU Cloud TensorFlow 18.09 - Test: ResNet-50, FP32",
Higher Results Are Better
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"GeForce GTX 1070",
"GeForce GTX 1080",
"GeForce GTX 1070 Ti",
"NVIDIA GPU Cloud TensorFlow 18.09 - System Power Consumption Monitor",
Lower Results Are Better
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"GeForce GTX 1060",
"GeForce GTX 1070",
"GeForce GTX 980 Ti",
"GeForce GTX 1080",
"GeForce GTX 1070 Ti",
"NVIDIA GPU Cloud TensorFlow 18.09 - GPU Temperature Monitor",
Lower Results Are Better
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"GeForce GTX 1060",
"GeForce GTX 1070",
"GeForce GTX 980 Ti",
"GeForce GTX 1080",
"GeForce GTX 1070 Ti",
"NVIDIA GPU Cloud TensorFlow 18.09 - Test: ResNet-50, FP16",
Higher Results Are Better
"GeForce RTX 2080 Ti",
"GeForce GTX 1080 Ti",
"GeForce GTX 1060",
"GeForce GTX 1070",
"GeForce GTX 980 Ti",
"GeForce GTX 1080",
"GeForce GTX 1070 Ti",