sigmoidop.h File Reference

#include <string>
#include "compute/operation.h"
#include "compute/add/addop.h"
#include "compute/dot/dotop.h"
#include "compute/variable.h"
#include "compute/negative/negativeop.h"
#include "sigmoid_internal.h"
#include "utilities_internal.h"

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Classes
class	magmadnn::op::SigmoidOp< T >

Functions
template<typename T >
SigmoidOp< T > *	magmadnn::op::sigmoid (Operation< T > *x, bool copy, bool fast)

Detailed Description

Author

Daniel Nichols

Version

1.0

Date

2019-02-23

Copyright

Copyright (c) 2019

Function Documentation

sigmoid()

template<typename T >

SigmoidOp< T > * magmadnn::op::sigmoid	(	Operation< T > *	x,
		bool	copy = true,
		bool	fast = false
	)

Compute element-wise sigmoid on tensor x.

Template Parameters

T

Parameters

x	tensor to be computed with.
copy	if true, a new tensor is allocated and returned. If false, x is overwritten.
fast	if true, the x=1/(1+|x|) is computed instead of the normal sigmoid function.

Returns

SigmoidOp<T>*