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tf.keras.backend.gradients

tf.keras.backend.gradients(
    loss,
    variables
)

Defined in tensorflow/python/keras/_impl/keras/backend.py.

Returns the gradients of variables w.r.t. loss.

Arguments:

  • loss: Scalar tensor to minimize.
  • variables: List of variables.

Returns:

A gradients tensor.

© 2018 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/keras/backend/gradients