test_scan.py 文件源码

def test_cloning_replace_not_strict_not_copy_inputs(self):
        # This has nothing to do with scan, but it refers to the clone
        # function that scan uses internally and that pfunc uses now and
        # that users might want to use
        x = theano.tensor.vector('x')
        y = theano.tensor.fvector('y')
        y2 = theano.tensor.dvector('y2')
        z = theano.shared(0.25)

        f1 = z * (x + y) ** 2 + 5
        f2 = theano.clone(f1,
                          replace=[(y, y2)],
                          strict=False,
                          share_inputs=False)
        f2_inp = theano.gof.graph.inputs([f2])
        assert not z  in f2_inp
        assert not x  in f2_inp
        assert not y2 in f2_inp

    # TEST RE-ordering of inputs
    # some rnn with multiple outputs and multiple inputs; other
    # dimension instead of scalars/vectors