825d58e2bbbe234019898e414fb9129af1f17014,keras/initializers.py,Orthogonal,__call__,#Orthogonal#Any#Any#,231

Before Change

        self.seed = seed

    def __call__(self, shape, dtype=None):
        flat_shape = (shape[0], np.prod(shape[1:]))
        if self.seed is not None:
            np.random.seed(self.seed)
        a = np.random.normal(0.0, 1.0, flat_shape)

After Change

        for dim in shape[:-1]:
            num_rows *= dim
        num_cols = shape[-1]
        flat_shape = (num_rows, num_cols)
        if self.seed is not None:
            np.random.seed(self.seed)
        a = np.random.normal(0.0, 1.0, flat_shape)
        u, _, v = np.linalg.svd(a, full_matrices=False)

Instances