EADST

Here is the method to reconstruct the GoogLeNet model with Pytorch.

from torch import nn
import torchvision.models as models

base_model = models.googlenet(pretrained=True)
# close aux 1&2
base_model.aux_logits = False
# extract the model without avgpool and FC layer
base_layers = nn.Sequential(*list(base_model.children())[:-3])