Module: tf.saved_model
Public API for tf.saved_model namespace.
Modules
experimental module: Public API for tf.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 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' |
© 2020 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.4/api_docs/python/tf/saved_model