Random Number Generators Functionality
Engines
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
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 |