Module: tf.contrib.stateless

Defined in tensorflow/contrib/stateless/

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.


stateless_multinomial(...): Draws samples from a multinomial distribution.

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.