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Module: tf.compat.v1.saved_model

Public API for tf.saved_model namespace.


builder module: SavedModel builder.

constants module: Constants for SavedModel save and restore operations.

experimental module: Public API for tf.saved_model.experimental namespace.

loader module: Loader functionality for SavedModel with hermetic, language-neutral exports.

main_op module: SavedModel main op.

signature_constants module: Signature constants for SavedModel save and restore operations.

signature_def_utils module: SignatureDef utility functions.

tag_constants module: Common tags used for graphs in SavedModel.

utils module: SavedModel utility functions.


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

class Builder: Builds the SavedModel protocol buffer and saves variables and assets.

class SaveOptions: Options for saving to SavedModel.


build_signature_def(...): Utility function to build a SignatureDef protocol buffer.

build_tensor_info(...): Utility function to build TensorInfo proto from a Tensor. (deprecated)

classification_signature_def(...): Creates classification signature from given examples and predictions.

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

get_tensor_from_tensor_info(...): Returns the Tensor or CompositeTensor described by a TensorInfo proto. (deprecated)

is_valid_signature(...): Determine whether a SignatureDef can be served by TensorFlow Serving.

load(...): Loads the model from a SavedModel as specified by tags. (deprecated)

load_v2(...): Load a SavedModel from export_dir.

main_op_with_restore(...): Returns a main op to init variables, tables and restore the graph. (deprecated)

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

predict_signature_def(...): Creates prediction signature from given inputs and outputs.

regression_signature_def(...): Creates regression signature from given examples and predictions.

save(...): Exports a tf.Module (and subclasses) obj to SavedModel format.

simple_save(...): Convenience function to build a SavedModel suitable for serving. (deprecated)

ASSETS_KEY 'saved_model_assets'
CLASSIFY_METHOD_NAME 'tensorflow/serving/classify'
DEBUG_INFO_FILENAME_PB 'saved_model_debug_info.pb'
GPU 'gpu'
LEGACY_INIT_OP_KEY 'legacy_init_op'
MAIN_OP_KEY 'saved_model_main_op'
PREDICT_METHOD_NAME 'tensorflow/serving/predict'