tf.contrib.stateless.stateless_truncated_normal

tf.contrib.stateless.stateless_truncated_normal(
    shape,
    seed,
    dtype=tf.float32,
    name=None
)

Defined in generated file: tensorflow/python/ops/gen_stateless_random_ops.py.

Outputs deterministic pseudorandom values from a truncated normal distribution.

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.

The outputs are a deterministic function of shape and seed.

Args:

  • shape: A Tensor. Must be one of the following types: int32, int64. The shape of the output tensor.
  • seed: A Tensor. Must be one of the following types: int32, int64. 2 seeds (shape [2]).
  • dtype: An optional tf.DType from: tf.half, tf.float32, tf.float64. Defaults to tf.float32. The type of the output.
  • name: A name for the operation (optional).

Returns:

A Tensor of type dtype.