tf.raw_ops.TruncatedNormal

Outputs random values from a truncated normal distribution.

tf.raw_ops.TruncatedNormal(
    shape, dtype, seed=0, seed2=0, name=None
)

The generated values follow a normal distribution with mean 0 and standard deviation 1, except that values whose magnitude is more than 2 standard deviations from the mean are dropped and re-picked.

shape A Tensor. Must be one of the following types: int32, int64. The shape of the output tensor.
dtype A tf.DType from: tf.half, tf.bfloat16, tf.float32, tf.float64. The type of the output.
seed An optional int. Defaults to 0. If either seed or seed2 are set to be non-zero, the random number generator is seeded by the given seed. Otherwise, it is seeded by a random seed.
seed2 An optional int. Defaults to 0. A second seed to avoid seed collision.
name A name for the operation (optional).

A Tensor of type dtype.