I am trying to modify the resnet50 to give multiple outputs .However I am getting a Dimension Mismatch Error
This is my code
class ResNet(nn.Module):
def __init__(self):
super(ResNet, self).__init__()
resnet = models.resnet50(pretrained=True)
modules = list(resnet.children())[:-1]
self.resnet = nn.Sequential(*modules)
self.fc=nn.Linear(2048,10)
def forward(self, x):
x1 = self.resnet(x)
x1=self.fc(x1)
x1 = x1.view(x1.size(0), -1)
x2 = self.resnet(x)
x2=self.fc(x2)
x2= x2.view(x2.size(0), -1)
return x1,x2
