cuRAND (nvmath.bindings.curand)

For detailed documentation on the original C APIs, please refer to cuRAND documentation.

Enums and constants

RngType(value[, names, module, qualname, ...])	See curandRngType.
Ordering(value[, names, module, qualname, ...])	See curandOrdering.
Method(value[, names, module, qualname, ...])	See curandMethod.
Status(value[, names, module, qualname, ...])	See curandStatus.
cuRANDError(status)

Functions

create_generator(int rng_type)	Create new random number generator.
create_generator_host(int rng_type)	Create new host CPU random number generator.
destroy_generator(intptr_t generator)	Destroy an existing generator.
get_version()	Return the version number of the library.
get_property(int type)	Return the value of the curand property.
set_stream(intptr_t generator, intptr_t stream)	Set the current stream for CURAND kernel launches.
set_pseudo_random_generator_seed(...)	Set the seed value of the pseudo-random number generator.
set_generator_offset(intptr_t generator, ...)	Set the absolute offset of the pseudo or quasirandom number generator.
set_generator_ordering(intptr_t generator, ...)	Set the ordering of results of the pseudo or quasirandom number generator.
set_quasi_random_generator_dimensions(...)	Set the number of dimensions.
generate(intptr_t generator, ...)	Generate 32-bit pseudo or quasirandom numbers.
generate_long_long(intptr_t generator, ...)	Generate 64-bit quasirandom numbers.
generate_uniform(intptr_t generator, ...)	Generate uniformly distributed floats.
generate_uniform_double(intptr_t generator, ...)	Generate uniformly distributed doubles.
generate_normal(intptr_t generator, ...)	Generate normally distributed doubles.
generate_normal_double(intptr_t generator, ...)	Generate normally distributed doubles.
generate_log_normal(intptr_t generator, ...)	Generate log-normally distributed floats.
generate_log_normal_double(...)	Generate log-normally distributed doubles.
create_poisson_distribution(double lambda_, ...)	Construct the histogram array for a Poisson distribution.
destroy_distribution(...)	Destroy the histogram array for a discrete distribution (e.g. Poisson).
generate_poisson(intptr_t generator, ...)	Generate Poisson-distributed unsigned ints.
generate_poisson_method(intptr_t generator, ...)
generate_binomial(intptr_t generator, ...)
generate_binomial_method(intptr_t generator, ...)
generate_seeds(intptr_t generator)	Setup starting states.