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Module: tf.contrib.stateless

View source on GitHub

Stateless random ops which take seed as a tensor input.

DEPRECATED: Use tf.random.stateless_uniform rather than tf.contrib.stateless.stateless_random_uniform, and similarly for the other routines.

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 deterministic pseudorandom samples from a multinomial distribution. (deprecated)

stateless_random_normal(...): Outputs deterministic pseudorandom values from a normal distribution.

stateless_random_uniform(...): Outputs deterministic pseudorandom values from a uniform distribution.

stateless_truncated_normal(...): Outputs deterministic pseudorandom values, truncated normally distributed.