3bd5fa5b9e
This change removes a separate Python OpDef registry and therefore resolves a possible inconsistency between Python/C++. op_def_registry is now a thin wrapper around OpRegistry::Global() which is defined and updated in C++. PiperOrigin-RevId: 271530180
61 lines
1.8 KiB
Python
61 lines
1.8 KiB
Python
# Copyright 2015 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# ==============================================================================
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"""Global registry for OpDefs."""
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from __future__ import absolute_import
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from __future__ import division
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from __future__ import print_function
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import threading
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from tensorflow.core.framework import op_def_pb2
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from tensorflow.python import _op_def_registry
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# The cache amortizes ProtoBuf serialization/deserialization overhead
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# on the language boundary. If an OpDef has been looked up, its Python
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# representation is cached.
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_cache = {}
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_cache_lock = threading.Lock()
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def get(name):
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"""Returns an OpDef for a given `name` or None if the lookup fails."""
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try:
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return _cache[name]
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except KeyError:
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pass
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with _cache_lock:
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try:
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# Return if another thread has already populated the cache.
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return _cache[name]
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except KeyError:
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pass
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serialized_op_def = _op_def_registry.get(name)
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if serialized_op_def is None:
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return None
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op_def = op_def_pb2.OpDef()
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op_def.ParseFromString(serialized_op_def)
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_cache[name] = op_def
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return op_def
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# TODO(b/141354889): Remove once there are no callers.
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def sync():
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"""No-op. Used to synchronize the contents of the Python registry with C++."""
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