W3cubDocs

/TensorFlow 2.3

tf.keras.backend.truncated_normal

View source on GitHub

Returns a tensor with truncated random normal distribution of values.

The generated values follow a normal distribution with specified mean and standard deviation, except that values whose magnitude is more than two standard deviations from the mean are dropped and re-picked.

Arguments
shape A tuple of integers, the shape of tensor to create.
mean Mean of the values.
stddev Standard deviation of the values.
dtype String, dtype of returned tensor.
seed Integer, random seed.
Returns
A tensor.

© 2020 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/versions/r2.3/api_docs/python/tf/keras/backend/truncated_normal