tf.keras.backend.truncated_normal

tf.keras.backend.truncated_normal(
shape,
mean=0.0,
stddev=1.0,
dtype=None,
seed=None
)


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.

A tensor.