A Novel Memory-Scheduling Strategy for Large Convolutional Neural Network on Memory-Limited Devices

Table 2

Memory usage in original CNN algorithm and in related work’s algorithm.

CNN model	Normal	vDNN	Ours	Save (%)
AlexNet	233	144	5	97.9
VGG-S	432	288	5	98.9
VGG-D19	788	392	5	99.4