Module: tf.saved_model

Public API for tf._api.v2.saved_model namespace

Modules

experimental module: Public API for tf._api.v2.saved_model.experimental 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 a tf.Module (and subclasses) obj to SavedModel format.

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'