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# Copyright 2017 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# ==============================================================================
"""Tests for control_flow module."""
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
from tensorflow.python.autograph.operators import control_flow
from tensorflow.python.data.ops import dataset_ops
from tensorflow.python.framework import constant_op
from tensorflow.python.framework import dtypes
from tensorflow.python.ops import math_ops
from tensorflow.python.platform import test
class ForLoopTest(test.TestCase):
def test_tensor(self):
s = control_flow.for_stmt(
constant_op.constant([1, 2, 3, 4]),
extra_test=lambda s: True,
body=lambda i, s: (s + i,),
init_state=(0,))
with self.cached_session() as sess:
self.assertEqual((10,), sess.run(s))
def test_python(self):
s = control_flow.for_stmt(
range(5),
extra_test=lambda s: True,
body=lambda i, s: (s + i,),
init_state=(0,))
self.assertEqual(10, s)
def test_dataset(self):
to_int32 = lambda i: math_ops.cast(i, dtypes.int32)
s = control_flow.for_stmt(
dataset_ops.Dataset.range(5).map(to_int32),
extra_test=lambda s: True,
body=lambda i, s: (s + i,),
init_state=(0,))
with self.cached_session() as sess:
self.assertEqual((10,), sess.run(s))
class WhileLoopTest(test.TestCase):
def test_tensor(self):
n = constant_op.constant(5)
results = control_flow.while_stmt(
test=lambda i, s: i < n,
body=lambda i, s: (i + 1, s + i,),
init_state=(0, 0),
extra_deps=(n,))
with self.cached_session() as sess:
self.assertEqual((5, 10), sess.run(results))
def test_python(self):
n = 5
results = control_flow.while_stmt(
test=lambda i, s: i < n,
body=lambda i, s: (i + 1, s + i),
init_state=(0, 0),
extra_deps=(n,))
self.assertEqual((5, 10), results)
class IfStmtTest(test.TestCase):
def test_tensor(self):
def test_if_stmt(cond):
return control_flow.if_stmt(
cond=cond,
body=lambda: 1,
orelse=lambda: -1)
with self.cached_session() as sess:
self.assertEqual(1, sess.run(test_if_stmt(constant_op.constant(True))))
self.assertEqual(-1, sess.run(test_if_stmt(constant_op.constant(False))))
def test_python(self):
self.assertEqual(1, control_flow.if_stmt(True, lambda: 1, lambda: -1))
self.assertEqual(-1, control_flow.if_stmt(False, lambda: 1, lambda: -1))
if __name__ == '__main__':
test.main()
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