tf.raw_ops.TruncatedNormal

Outputs random values from a truncated normal distribution.

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Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.raw_ops.TruncatedNormal

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.

Args
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).

Returns
A Tensor of type dtype.