Module: contrib.stateless
Module: tf.contrib.stateless
Module tf.contrib.stateless
Defined in tensorflow/contrib/stateless/__init__.py
.
Stateless random ops which take seed as a tensor input.
Instead of taking seed
as an attr which initializes a mutable state within the op, these random ops take seed
as an input, and the random numbers are a deterministic function of shape
and seed
.
WARNING: These ops are in contrib, and are not stable. They should be consistent across multiple runs on the same hardware, but only for the same version of the code.
Functions
stateless_random_normal(...)
: Outputs deterministic pseudorandom values from a normal distribution.
stateless_random_uniform(...)
: Outputs deterministic pseudorandom random values from a uniform distribution.
stateless_truncated_normal(...)
: Outputs deterministic pseudorandom values from a truncated normal distribution.
© 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