Public API for tf.saved_model namespace.
Modules
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.
Classes
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.
Functions
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)