random.hpp File Reference

#include "Type.hpp"
#include "Device.hpp"
#include "cytnx_error.hpp"
#include <vector>
#include <initializer_list>
#include <random>
#include "Tensor.hpp"
#include "UniTensor.hpp"
#include "backend/Storage.hpp"

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Namespaces
namespace	cytnx
	Helper function to print vector with ODT:
namespace	cytnx::random
	The randomization related functions.

Functions
void	cytnx::random::normal_ (Storage &Sin, const double &mean, const double &std, const unsigned int &seed=std::random_device()())
	Randomize the memory of a Storage with normal distributon.
void	cytnx::random::uniform_ (Storage &Sin, const double &low=0, const double &high=1, const unsigned int &seed=std::random_device()())
	Randomize the memory of a Storage with uniform distributon.
void	cytnx::random::normal_ (Tensor &Tin, const double &mean, const double &std, const unsigned int &seed=std::random_device()())
	Randomize the memory of a Tensor with normal distributon.
void	cytnx::random::uniform_ (Tensor &Tin, const double &low=0, const double &high=1, const unsigned int &seed=std::random_device()())
	Randomize the memory of a Tensor with uniform distributon.
void	cytnx::random::normal_ (UniTensor &Tin, const double &mean, const double &std, const unsigned int &seed=std::random_device()())
	Randomize the memory of a UniTensor with normal distributon.
void	cytnx::random::uniform_ (UniTensor &Tin, const double &low=0, const double &high=1, const unsigned int &seed=std::random_device()())
	Randomize the memory of a UniTensor with uniform distributon.
Tensor	cytnx::random::normal (const cytnx_uint64 &Nelem, const double &mean, const double &std, const int &device=Device.cpu, const unsigned int &seed=std::random_device()(), const unsigned int &dtype=Type.Double)
	create an Tensor with all the elements are initialized with normal distribution
Tensor	cytnx::random::normal (const std::vector< cytnx_uint64 > &Nelem, const double &mean, const double &std, const int &device=Device.cpu, const unsigned int &seed=std::random_device()(), const unsigned int &dtype=Type.Double)
	create an Tensor with all the elements are initialized with normal distribution
Tensor	cytnx::random::uniform (const cytnx_uint64 &Nelem, const double &low, const double &high, const int &device=Device.cpu, const unsigned int &seed=std::random_device()(), const unsigned int &dtype=Type.Double)
	create an Tensor with all the elements are initialized with uniform distribution
Tensor	cytnx::random::uniform (const std::vector< cytnx_uint64 > &Nelem, const double &low, const double &high, const int &device=Device.cpu, const unsigned int &seed=std::random_device()(), const unsigned int &dtype=Type.Double)
	create an Tensor with all the elements are initialized with uniform distribution