.. _random-number-generators-functionality:

Random Number Generators Functionality
======================================

Engines
*******



.. list-table::
   :header-rows: 1

   * -  Functionality
     -  CPU
     -  Intel GPU
   * -      MRG32K3A
     -     Yes
     -     Yes
   * -      MT2203
     -     Yes
     -     Yes
   * -      MT19937
     -     Yes
     -     Yes
   * -      PHILOX4X32X10
     -     Yes
     -     Yes
   * -      SOBOL
     -     Yes
     -     Yes
   * -      ARS5
     -     Yes
     -     No
   * -      MCG59
     -     Yes
     -     Yes
   * -      NIEDERR
     -     Yes
     -     No
   * -      MCG31
     -     Yes
     -     Yes
   * -     WH
     -     Yes
     -     No
   * -      SFMT19937
     -     Yes
     -     No
   * -     R250
     -     Yes
     -     No
   * -      NONDETERM
     -     Yes
     -     No
   * -      DABSTRACT
     -     No
     -     No
   * -      SABSTRACT
     -     No
     -     No
   * -      SABSTRACT
     -     No
     -     No



Distributions
*************



.. list-table::
   :header-rows: 1

   * -  Functionality
     -  CPU
     -  Intel GPU
   * -      Uniform (single/double/integer)
     -     Yes
     -     Yes
   * -      UniformBits32

            UniformBits64
     -     Yes
     -     Yes
   * -      Lognormal (single/double)
     -     Yes
     -     Yes
   * -      Gaussian (single/double)
     -     Yes
     -     Yes
   * -      Poisson
     -     Yes
     -     Yes
   * -      UniformBits
     -     Yes
     -     Yes
   * -      Bernoulli
     -     Yes
     -     Yes
   * -      Beta (single/double)
     -     Yes
     -     No
   * -      Binomial
     -     Yes
     -     No
   * -      ChiSquare (single/double)
     -     Yes
     -     No
   * -      Exponential (single/double)
     -     Yes
     -     Yes
   * -      Gamma (single/double)
     -     Yes
     -     No
   * -      Geometric
     -     Yes
     -     Yes
   * -      Gumbel (single/double)
     -     Yes
     -     Yes
   * -      Hyper Geometric
     -     Yes
     -     No
   * -      Laplace (single/double)
     -     Yes
     -     Yes
   * -      Multinomial
     -     Yes
     -     No
   * -      Negative Binomial
     -     Yes
     -     No
   * -      PoissonV
     -     Yes
     -     No
   * -      Rayleigh (single/double)
     -     Yes
     -     Yes
   * -      Weibull (single/double)
     -     Yes
     -     Yes
   * -      Cauchy (single/double)
     -     Yes
     -     Yes
   * -      GaussianMV (single/double)
     -     Yes
     -     No