It's just as simple as this is
import tensorflow as tf variables = tf.train.list_variables([checkpoint_path]) print(variables_in_checkpoint)
It will return a list of tuples (name, shape).
There is also another way you can get the variables of a checkpoint file by using native built-in functions of TensorFlow checkpoint utils.
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