def test_converted_call_already_converted(self):
def f(x):
return x == 0
with self.test_session() as sess:
x = api.converted_call(f, False, False, {}, constant_op.constant(0))
self.assertTrue(sess.run(x))
converted_f = api.to_graph(f)
x = api.converted_call(converted_f, False, False, {},
constant_op.constant(0))
self.assertTrue(sess.run(x))
def test_converted_call_already_converted(self):
def f(x):
return x == 0
with self.test_session() as sess:
x = api.converted_call(f, False, False, False, {},
constant_op.constant(0))
self.assertTrue(sess.run(x))
converted_f = api.to_graph(f)
x = api.converted_call(converted_f, False, False, False, {},
constant_op.constant(0))
self.assertTrue(sess.run(x))
def test_converted_call_function(self):
def test_fn(x):
if x < 0:
return -x
return x
with self.test_session() as sess:
x = api.converted_call(test_fn, False, False, False, {},
constant_op.constant(-1))
self.assertEqual(1, sess.run(x))
def test_converted_call_function(self):
def test_fn(x):
if x < 0:
return -x
return x
with self.test_session() as sess:
x = api.converted_call(
test_fn, False, False, {}, constant_op.constant(-1))
self.assertEqual(1, sess.run(x))
def test_converted_call_callable_object(self):
class TestClass(object):
def __init__(self, x):
self.x = x
def __call__(self):
if self.x < 0:
return -self.x
return self.x
with self.test_session() as sess:
tc = TestClass(constant_op.constant(-1))
x = api.converted_call(tc, False, False, False, {})
self.assertEqual(1, sess.run(x))
def test_converted_call_method_by_class(self):
class TestClass(object):
def __init__(self, x):
self.x = x
def test_method(self):
if self.x < 0:
return -self.x
return self.x
with self.test_session() as sess:
tc = TestClass(constant_op.constant(-1))
x = api.converted_call(TestClass.test_method, False, False, {}, tc)
self.assertEqual(1, sess.run(x))
def test_converted_call_constructor(self):
class TestClass(object):
def __init__(self, x):
self.x = x
def test_method(self):
if self.x < 0:
return -self.x
return self.x
with self.test_session() as sess:
tc = api.converted_call(TestClass, False, False, False, {},
constant_op.constant(-1))
# tc is now a converted object.
x = tc.test_method()
self.assertEqual(1, sess.run(x))
def test_converted_call_callable_object(self):
class TestClass(object):
def __init__(self, x):
self.x = x
def __call__(self):
if self.x < 0:
return -self.x
return self.x
with self.test_session() as sess:
tc = TestClass(constant_op.constant(-1))
x = api.converted_call(tc, False, False, {})
self.assertEqual(1, sess.run(x))
def test_converted_call_method_by_class(self):
class TestClass(object):
def __init__(self, x):
self.x = x
def test_method(self):
if self.x < 0:
return -self.x
return self.x
with self.test_session() as sess:
tc = TestClass(constant_op.constant(-1))
x = api.converted_call(TestClass.test_method, False, False, {}, tc)
self.assertEqual(1, sess.run(x))
def test_converted_call_constructor(self):
class TestClass(object):
def __init__(self, x):
self.x = x
def test_method(self):
if self.x < 0:
return -self.x
return self.x
with self.test_session() as sess:
tc = api.converted_call(
TestClass, False, False, {}, constant_op.constant(-1))
# tc is now a converted object.
x = tc.test_method()
self.assertEqual(1, sess.run(x))
def test_method(self, x, s, a):
while tf.reduce_sum(x) > s:
x //= api.converted_call(self.called_member, False, False,
{}, self, a)
return x
def test_converted_call_builtin(self):
x = api.converted_call(range, False, False, False, {}, 3)
self.assertEqual((0, 1, 2), tuple(x))
def test_converted_call_builtin(self):
x = api.converted_call(range, False, False, {}, 3)
self.assertEqual((0, 1, 2), tuple(x))
def test_method(self, x, s, a):
while tf.reduce_sum(x) > s:
x //= api.converted_call(self.called_member, False, False, {}, self,
a)
return x