def test_LeakyRelu1D(self):
npr = self.np_a.copy()
npr[self.np_a < 0] = npr[self.np_a < 0] * self.alpha
dcr = dc.leakyrelu(self.dc_a, self.alpha)
np.testing.assert_allclose(npr,
np.array(dcr.data()).astype(np.float32),
rtol=1e-3,
atol=1e-3)
def test_LeakyRelu4D(self):
np_a = np.reshape(self.np_a, (2, 2, 2, 3))
dc_a = dc.reshape(self.dc_a, (2, 2, 2, 3))
npr = self.np_a.copy()
npr[self.np_a < 0] = npr[self.np_a < 0] * self.alpha
dcr = dc.leakyrelu(self.dc_a, self.alpha)
np.testing.assert_allclose(npr.flatten(),
np.array(dcr.data()).astype(np.float32),
rtol=1e-3,
atol=1e-3)
