def test_spence_boundary(self):
self.assertAllClose(np.pi**2 / 6., special_math_ops.spence(0.))
self.assertAllClose(0., special_math_ops.spence(1.))
self.assertTrue(np.isnan(self.evaluate(special_math_ops.spence(np.nan))))
# Check that the domain of definition is [0, inf)
self.assertTrue(
np.all(
np.isnan(
self.evaluate(
special_math_ops.spence(
np.random.uniform(-20., -1., size=int(1e3)))))))
def test_spence_larger(self, dtype):
x = np.random.uniform(1., 100., size=int(1e4)).astype(dtype)
try:
from scipy import special # pylint: disable=g-import-not-at-top
self.assertAllClose(
special.spence(x), self.evaluate(special_math_ops.spence(x)))
except ImportError as e:
tf_logging.warn('Cannot test special functions: %s' % str(e))