tf.keras.backend.truncated_normal

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Returns a tensor with truncated random normal distribution of values.

View aliases

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.keras.backend.truncated_normal, `tf.compat.v2.keras.backend.truncated_normal`

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.