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1# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
2#
3# Licensed under the Apache License, Version 2.0 (the "License");
4# you may not use this file except in compliance with the License.
5# You may obtain a copy of the License at
6#
7# http://www.apache.org/licenses/LICENSE-2.0
8#
9# Unless required by applicable law or agreed to in writing, software
10# distributed under the License is distributed on an "AS IS" BASIS,
11# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
12# See the License for the specific language governing permissions and
13# limitations under the License.
14# ==============================================================================
15"""Constants for Keras SavedModel serialization."""
17# Namespace used to store all attributes added during serialization.
18# e.g. the list of layers can be accessed using `loaded.keras_api.layers`, in an
19# object loaded from `tf.saved_model.load()`.
20KERAS_ATTR = "keras_api"
22# Keys for the serialization cache.
23# Maps to the keras serialization dict {Layer --> SerializedAttributes object}
24KERAS_CACHE_KEY = "keras_serialized_attributes"
27# Name of Keras metadata file stored in the SavedModel.
28SAVED_METADATA_PATH = "keras_metadata.pb"
30# Names of SavedObject Keras identifiers.
31INPUT_LAYER_IDENTIFIER = "_tf_keras_input_layer"
32LAYER_IDENTIFIER = "_tf_keras_layer"
33METRIC_IDENTIFIER = "_tf_keras_metric"
34MODEL_IDENTIFIER = "_tf_keras_model"
35NETWORK_IDENTIFIER = "_tf_keras_network"
36RNN_LAYER_IDENTIFIER = "_tf_keras_rnn_layer"
37SEQUENTIAL_IDENTIFIER = "_tf_keras_sequential"
39KERAS_OBJECT_IDENTIFIERS = (
40 INPUT_LAYER_IDENTIFIER,
41 LAYER_IDENTIFIER,
42 METRIC_IDENTIFIER,
43 MODEL_IDENTIFIER,
44 NETWORK_IDENTIFIER,
45 RNN_LAYER_IDENTIFIER,
46 SEQUENTIAL_IDENTIFIER,
47)