wehub-resource-sync
92 lines
3.9 KiB
Python
92 lines
3.9 KiB
Python
# 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.python.framework.device."""
|
|
from absl.testing import parameterized
|
|
|
|
from tensorflow.python.eager import context
|
|
from tensorflow.python.framework import device
|
|
from tensorflow.python.framework import device_spec
|
|
from tensorflow.python.framework import ops
|
|
from tensorflow.python.framework import test_util
|
|
from tensorflow.python.ops import variables
|
|
from tensorflow.python.platform import googletest
|
|
|
|
TEST_V1_AND_V2 = (("v1", device_spec.DeviceSpecV1), ("v2",
|
|
device_spec.DeviceSpecV2))
|
|
|
|
|
|
class DeviceTest(test_util.TensorFlowTestCase, parameterized.TestCase):
|
|
|
|
@parameterized.named_parameters(*TEST_V1_AND_V2)
|
|
def testMerge(self, DeviceSpec): # pylint: disable=invalid-name
|
|
d = DeviceSpec.from_string("/job:muu/task:1/device:MyFunnyDevice:2")
|
|
self.assertEqual("/job:muu/task:1/device:MyFunnyDevice:2", d.to_string())
|
|
|
|
if not context.executing_eagerly():
|
|
with ops.device(device.merge_device("/device:GPU:0")):
|
|
var1 = variables.Variable(1.0)
|
|
self.assertEqual("/device:GPU:0", var1.device)
|
|
with ops.device(device.merge_device("/job:worker")):
|
|
var2 = variables.Variable(1.0)
|
|
self.assertEqual("/job:worker/device:GPU:0", var2.device)
|
|
with ops.device(device.merge_device("/device:CPU:0")):
|
|
var3 = variables.Variable(1.0)
|
|
self.assertEqual("/job:worker/device:CPU:0", var3.device)
|
|
with ops.device(device.merge_device("/job:ps")):
|
|
var4 = variables.Variable(1.0)
|
|
self.assertEqual("/job:ps/device:CPU:0", var4.device)
|
|
|
|
def testCanonicalName(self):
|
|
self.assertEqual("/job:foo/replica:0",
|
|
device.canonical_name("/job:foo/replica:0"))
|
|
self.assertEqual("/job:foo/replica:0",
|
|
device.canonical_name("/replica:0/job:foo"))
|
|
|
|
self.assertEqual("/job:foo/replica:0/task:0",
|
|
device.canonical_name("/job:foo/replica:0/task:0"))
|
|
self.assertEqual("/job:foo/replica:0/task:0",
|
|
device.canonical_name("/job:foo/task:0/replica:0"))
|
|
|
|
self.assertEqual("/device:CPU:0", device.canonical_name("/device:CPU:0"))
|
|
self.assertEqual("/device:GPU:2", device.canonical_name("/device:GPU:2"))
|
|
|
|
self.assertEqual(
|
|
"/job:foo/replica:0/task:0/device:GPU:0",
|
|
device.canonical_name("/job:foo/replica:0/task:0/device:GPU:0"))
|
|
self.assertEqual(
|
|
"/job:foo/replica:0/task:0/device:GPU:0",
|
|
device.canonical_name("/device:GPU:0/task:0/replica:0/job:foo"))
|
|
|
|
def testCheckValid(self):
|
|
device.check_valid("/job:foo/replica:0")
|
|
|
|
with self.assertRaisesRegex(ValueError, "invalid literal for int"):
|
|
device.check_valid("/job:j/replica:foo")
|
|
|
|
with self.assertRaisesRegex(ValueError, "invalid literal for int"):
|
|
device.check_valid("/job:j/task:bar")
|
|
|
|
# Assume no one will register a device type named "barcpugpu"
|
|
with self.assertRaisesRegex(ValueError, "Unknown attribute 'barcpugpu'"):
|
|
device.check_valid("/barcpugpu:muu/baz:2")
|
|
|
|
with self.assertRaisesRegex(ValueError,
|
|
"Multiple device types are not allowed"):
|
|
device.check_valid("/cpu:0/device:GPU:2")
|
|
|
|
|
|
if __name__ == "__main__":
|
|
googletest.main()
|