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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.
# ==============================================================================
"""Test cases for XLA devices."""
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
from tensorflow.python.client import session as session_lib
from tensorflow.python.framework import dtypes
from tensorflow.python.framework import ops
from tensorflow.python.ops import array_ops
from tensorflow.python.platform import test
class XlaDeviceGpuTest(test.TestCase):
def testCopiesToAndFromGpuWork(self):
"""Tests that copies between GPU and XLA devices work."""
if not test.is_gpu_available():
return
with session_lib.Session() as sess:
x = array_ops.placeholder(dtypes.float32, [2])
with ops.device("GPU"):
y = x * 2
with ops.device("device:XLA_CPU:0"):
z = y * y
with ops.device("GPU"):
w = y + z
result = sess.run(w, {x: [1.5, 0.5]})
self.assertAllClose(result, [12., 2.], rtol=1e-3)
if __name__ == "__main__":
test.main()
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