def test_simple_mlp_creating():
X = cn.ParameterInput([20, 784], "X")
Y = cn.ParameterInput([20, 10], "Y")
hl = cn.mlp_layer(X, 100, cn.mlp_layer_opts().tanh().group("hl"))
lr = cn.logistic_regression(hl.output, Y, False)
with open("bla.dot", "w") as dotfile:
dotfile.write(lr.loss.dot(True))
dw = xdot.DotWindow()
dw.connect('destroy', gtk.main_quit)
dw.set_filter('dot')
dw.set_dotcode(lr.loss.dot(True))
gtk.main()
def build(self, X, Y):
return cn.logistic_regression(X, Y, self.n_classes, self.dropout)