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tf.contrib.training.clip_gradient_norms

Clips the gradients by the given value.

tf.contrib.training.clip_gradient_norms(
    gradients_to_variables,
    max_norm
)

Defined in contrib/training/python/training/training.py.

Args:

  • gradients_to_variables: A list of gradient to variable pairs (tuples).
  • max_norm: the maximum norm value.

Returns:

A list of clipped gradient to variable pairs.