tensor.h File Reference

Header file declaring the Tensor class to represent multidimensional arrays. More...

#include "allocation.h"
#include "cache.h"
#include "session.cuh"
#include <cstdlib>
#include <iostream>
#include <memory>
#include <utility>
#include <vector>

Go to the source code of this file.

Classes
class	Tensor
	Class to represent multidimensional arrays. More...

Typedefs
typedef std::shared_ptr< Tensor >	sTensor

Functions
std::ostream &	operator<< (std::ostream &stream, const Tensor &tensor)
	Enables the tensor to be printed using std::cout. More...
sTensor	sum (const sTensor &a)
void	fill (float value, sTensor &tensor)
void	fill (const sTensor &value, sTensor &tensor)
sTensor	add (const sTensor &a, const sTensor &b)
sTensor	subtract (const sTensor &a, const sTensor &b)
sTensor	hadamard (const sTensor &a, const sTensor &b)
sTensor	divide (const sTensor &a, const sTensor &b)
sTensor	log (const sTensor &a)
sTensor	multiply (const sTensor &a, float constant)
sTensor	multiply (const sTensor &a, const sTensor &b)
sTensor	transpose (const sTensor &a)
sTensor	relu (const sTensor &a)
sTensor	sigmoid (const sTensor &a)
sTensor	no_grad::sum (const sTensor &a)
sTensor	no_grad::add (const sTensor &a, const sTensor &b)
sTensor	no_grad::subtract (const sTensor &a, const sTensor &b)
sTensor	no_grad::hadamard (const sTensor &a, const sTensor &b)
sTensor	no_grad::divide (const sTensor &a, const sTensor &b)
sTensor	no_grad::log (const sTensor &a)
sTensor	no_grad::multiply (const sTensor &a, float constant)
sTensor	no_grad::multiply (const sTensor &a, const sTensor &b)
sTensor	no_grad::transpose (const sTensor &a)
sTensor	no_grad::relu (const sTensor &a)
sTensor	no_grad::sigmoid (const sTensor &a)

Detailed Description

Header file declaring the Tensor class to represent multidimensional arrays.

Author

Jan Warchocki

Date

26 August 2022

Function Documentation

operator<<()

std::ostream& operator<<	(	std::ostream &	stream,
		const Tensor &	tensor
	)

Enables the tensor to be printed using std::cout.

Parameters

stream	The stream to print the tensor to.
tensor	The tensor to print.

Returns

The stream with the string representation of the tensor added to it.