Module: tf.saved_model

Public API for tf.saved_model namespace.

Classes

class Asset: Represents a file asset to hermetically include in a SavedModel.

class LoadOptions: Options for loading a SavedModel.

class SaveOptions: Options for saving to SavedModel.

Functions

contains_saved_model(...): Checks whether the provided export directory could contain a SavedModel.

load(...): Load a SavedModel from export_dir.

save(...): Exports the Trackable object obj to SavedModel format.

Other Members

• ASSETS_DIRECTORY = 'assets'
• ASSETS_KEY = 'saved_model_assets'
• CLASSIFY_INPUTS = 'inputs'
• CLASSIFY_METHOD_NAME = 'tensorflow/serving/classify'
• CLASSIFY_OUTPUT_CLASSES = 'classes'
• CLASSIFY_OUTPUT_SCORES = 'scores'
• DEBUG_DIRECTORY = 'debug'
• DEBUG_INFO_FILENAME_PB = 'saved_model_debug_info.pb'
• DEFAULT_SERVING_SIGNATURE_DEF_KEY = 'serving_default'
• GPU = 'gpu'
• PREDICT_INPUTS = 'inputs'
• PREDICT_METHOD_NAME = 'tensorflow/serving/predict'
• PREDICT_OUTPUTS = 'outputs'
• REGRESS_INPUTS = 'inputs'
• REGRESS_METHOD_NAME = 'tensorflow/serving/regress'
• REGRESS_OUTPUTS = 'outputs'
• SAVED_MODEL_FILENAME_PB = 'saved_model.pb'
• SAVED_MODEL_FILENAME_PBTXT = 'saved_model.pbtxt'
• SAVED_MODEL_SCHEMA_VERSION = 1
• SERVING = 'serve'
• TPU = 'tpu'
• TRAINING = 'train'
• VARIABLES_DIRECTORY = 'variables'
• VARIABLES_FILENAME = 'variables'