jax.experimental.pallas.tpu.stateful_uniform#

jax.experimental.pallas.tpu.stateful_uniform(*args, **kwargs)[source]#

Sample uniform random values in [minval, maxval) with given shape/dtype.

Parameters:

  • shape – optional, a tuple of nonnegative integers representing the result shape. Default ().

  • dtype – optional, a float dtype for the returned values (default float64 if jax_enable_x64 is true, otherwise float32).

  • minval – optional, a minimum (inclusive) value broadcast-compatible with shape for the range (default 0).

  • maxval – optional, a maximum (exclusive) value broadcast-compatible with shape for the range (default 1).

Returns:

A random array with the specified shape and dtype.