contrib.training.multiply_gradients
tf.contrib.training.multiply_gradients
tf.contrib.training.multiply_gradients
multiply_gradients( grads_and_vars, gradient_multipliers )
Defined in tensorflow/contrib/training/python/training/training.py
.
Multiply specified gradients.
Args:
-
grads_and_vars
: A list of gradient to variable pairs (tuples). -
gradient_multipliers
: A map from eitherVariables
orVariable
op names to the coefficient by which the associated gradient should be scaled.
Returns:
The updated list of gradient to variable pairs.
Raises:
-
ValueError
: Ifgrads_and_vars
is not a list or ifgradient_multipliers
is empty or None or ifgradient_multipliers
is not a dictionary.
© 2017 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/api_docs/python/tf/contrib/training/multiply_gradients