def test_undefined_shapes(self):
spec = input_spec.InputSpec(max_ndim=5)
with self.assertRaisesRegex(ValueError, 'unknown TensorShape'):
input_spec.to_tensor_shape(spec).as_list()
spec = input_spec.InputSpec(min_ndim=5, max_ndim=5)
with self.assertRaisesRegex(ValueError, 'unknown TensorShape'):
input_spec.to_tensor_shape(spec).as_list()
def test_defined_ndims(self):
spec = input_spec.InputSpec(ndim=5)
self.assertAllEqual([None] * 5,
input_spec.to_tensor_shape(spec).as_list())
spec = input_spec.InputSpec(ndim=0)
self.assertAllEqual([], input_spec.to_tensor_shape(spec).as_list())
spec = input_spec.InputSpec(ndim=3, axes={1: 3, -1: 2})
self.assertAllEqual([None, 3, 2],
input_spec.to_tensor_shape(spec).as_list())
def test_defined_shape(self):
spec = input_spec.InputSpec(shape=[1, None, 2, 3])
self.assertAllEqual([1, None, 2, 3],
input_spec.to_tensor_shape(spec).as_list())