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tf.train.list_variables

Lists the checkpoint keys and shapes of variables in a checkpoint.

Used in the notebooks

Used in the guide

Checkpoint keys are paths in a checkpoint graph.

Example usage:


import tensorflow as tf
import os
ckpt_directory = "/tmp/training_checkpoints/ckpt"
ckpt = tf.train.Checkpoint(optimizer=optimizer, model=model)
manager = tf.train.CheckpointManager(ckpt, ckpt_directory, max_to_keep=3)
train_and_checkpoint(model, manager)
tf.train.list_variables(manager.latest_checkpoint)

ckpt_dir_or_file Directory with checkpoints file or path to checkpoint.

List of tuples (key, shape).