contrib.stateless.stateless_truncated_normal
tf.contrib.stateless.stateless_truncated_normal
tf.contrib.stateless.stateless_truncated_normal
stateless_truncated_normal( shape, seed, dtype=None, name=None )
Defined in tensorflow/contrib/stateless/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
: ATensor
. Must be one of the following types:int32
,int64
. The shape of the output tensor. -
seed
: ATensor
of typeint64
. 2 seeds (shape [2]). -
dtype
: An optionaltf.DType
from:tf.half, tf.float32, tf.float64
. Defaults totf.float32
. The type of the output. -
name
: A name for the operation (optional).
Returns:
A Tensor
of type dtype
. Random values with specified shape.
© 2017 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/api_docs/python/tf/contrib/stateless/stateless_truncated_normal