Fully Kernected Neural Networks

Table 4

Training time of CNN, KNN, and our FKNN on MNIST.

Methods	Network-depth	Time per epoch (s)	First time reaching 98.5% accuracy (s)
CNN	LeNet-5	9.6	144
KNN	LeNet-5	12.7	177.8
FKNN	LeNet-5	9.5	101
FKNN	LeNet-5	9.5	93
FKNN	LeNet-5	9.5	76

We mark the best results in bold values.