tf.keras.backend.truncated_normal
Returns a tensor with truncated random normal distribution of values.
tf.keras.backend.truncated_normal(
shape, mean=0.0, stddev=1.0, dtype=None, seed=None
)
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. |
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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