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# Copyright 2015 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 tensorflow.contrib.graph_editor."""
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
from tensorflow.contrib import graph_editor as ge
from tensorflow.python.framework import constant_op
from tensorflow.python.framework import ops
from tensorflow.python.ops import math_ops
from tensorflow.python.platform import test
class EditTest(test.TestCase):
"""edit module test.
Generally the tests are in two steps:
- modify an existing graph.
- then make sure it has the expected topology using the graph matcher.
"""
def setUp(self):
self.graph = ops.Graph()
with self.graph.as_default():
self.a = constant_op.constant([1., 1.], shape=[2], name="a")
with ops.name_scope("foo"):
self.b = constant_op.constant([2., 2.], shape=[2], name="b")
self.c = math_ops.add(self.a, self.b, name="c")
self.d = constant_op.constant([3., 3.], shape=[2], name="d")
with ops.name_scope("bar"):
self.e = math_ops.add(self.c, self.d, name="e")
self.f = math_ops.add(self.c, self.d, name="f")
self.g = math_ops.add(self.c, self.a, name="g")
with ops.control_dependencies([self.c.op]):
self.h = math_ops.add(self.f, self.g, name="h")
def test_detach(self):
"""Test for ge.detach."""
sgv = ge.sgv(self.c.op, self.a.op)
control_outputs = ge.util.ControlOutputs(self.graph)
ge.detach(sgv, control_ios=control_outputs)
# make sure the detached graph is as expected.
self.assertTrue(
ge.matcher("^foo/c$").input_ops("a", "geph__b_0")(self.c.op))
def test_connect(self):
"""Test for ge.connect."""
with self.graph.as_default():
x = constant_op.constant([1., 1.], shape=[2], name="x")
y = constant_op.constant([2., 2.], shape=[2], name="y")
z = math_ops.add(x, y, name="z")
sgv = ge.sgv(x.op, y.op, z.op)
ge.connect(sgv, ge.sgv(self.e.op).remap_inputs([0]))
self.assertTrue(
ge.matcher("^foo/bar/e$").input_ops("^z$", "foo/d$")(self.e.op))
def test_bypass(self):
"""Test for ge.bypass."""
ge.bypass(ge.sgv(self.f.op).remap_inputs([0]))
self.assertTrue(
ge.matcher("^foo/bar/h$").input_ops("^foo/c$", "foo/bar/g$")(self.h.op))
if __name__ == "__main__":
test.main()
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