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. 2018 Feb 19;37(8):1737–1750. doi: 10.1109/TMI.2018.2798801

TABLE II. Parameter Count and Training Duration for Different Network Architectures.

Network Number of Parameters Training Time
CaffeNet 32639449 1 hr 40 mins
GoogLeNet 10253307 5 hrs 55 mins
Inception v4 42783001 21 hrs 20 mins
NIN 6257395 16 hrs 30 mins
ResNet 66566681 25 hrs 40 mins
VGGNet 69159385 12hrs