Outputs deterministic pseudorandom values from a truncated normal distribution.
tf.raw_ops.StatelessTruncatedNormal(
shape, seed, dtype=tf.dtypes.float32, 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.
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.bfloat16, 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. |
© 2020 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/versions/r2.4/api_docs/python/tf/raw_ops/StatelessTruncatedNormal