test_function_module.py 文件源码

python
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项目:Theano-Deep-learning 作者: GeekLiB 项目源码 文件源码
def test_copy(self):
        a = T.scalar()  # the a is for 'anonymous' (un-named).
        x, s = T.scalars('xs')

        f = function([x, In(a, value=1.0, name='a'),
                      In(s, value=0.0, update=s + a * x, mutable=True)],
                     s + a * x)

        g = copy.copy(f)
        # if they both return, assume  that they return equivalent things.

        self.assertFalse(g.container[x].storage is f.container[x].storage)
        self.assertFalse(g.container[a].storage is f.container[a].storage)
        self.assertFalse(g.container[s].storage is f.container[s].storage)

        self.assertFalse(g.value[a] is not f.value[a])  # should not have been copied
        self.assertFalse(g.value[s] is f.value[s])  # should have been copied because it is mutable.
        self.assertFalse((g.value[s] != f.value[s]).any())  # its contents should be identical

        self.assertTrue(f(2, 1) == g(2))  # they should be in sync, default value should be copied.
        self.assertTrue(f(2, 1) == g(2))  # they should be in sync, default value should be copied.
        f(1, 2)  # put them out of sync
        self.assertFalse(f(1, 2) == g(1, 2))  # they should not be equal anymore.
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