@testset "VGG ($model)" for model in [vgg11, vgg11bn, vgg13, vgg13bn, vgg16, vgg16bn, vgg19, vgg19bn]
  imsize = (224, 224)
  m = model(imsize)  
  
  @test size(m(rand(Float32, imsize..., 3, 50))) == (1000, 50)
end

