Floating point operations per second (FLOPS) of Machine Learning models


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In this article, we take a look at the FLOPs values of various machine learning models like VGG19, VGG16, GoogleNet, ResNet18, ResNet34, ResNet50, ResNet152 and others. The FLOPS range from 19.6 billion to 0.72 billion.

FLOPS of VGG models

VGG19 has 19.6 billion FLOPs

VGG16 has 15.3 billion FLOPs

FLOPS of ResNet models

ResNet 152 model has 11.3 billion FLOPs

ResNet 101 model has 7.6 billion FLOPs

ResNet 50 model has 3.8 billion FLOPs

ResNet 34 model has 3.6 billion FLOPs

ResNet 18 model has 1.8 billion FLOPs

FLOPS of GoogleNet model

GooglenNet model has 1.5 billion FLOPs

FLOPS of AlexNet model

AlexNet model has 0.72 billion FLOPs