nonlinear.h File Reference

#include "unaryfunction.h"

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Namespaces
	bc
	The Evaluator determines if an expression needs to be greedily optimized.
	bc::nn

Macros
#define	BC_NONLINEAR_DEF(TypeName, funcName)

Functions
auto	bc::nn::tanh (bc::size_t inputs)
template<class ValueType , class SystemTag >
auto	bc::nn::tanh (SystemTag system, bc::size_t inputs)
template<class SystemTag >
auto	bc::nn::tanh (SystemTag system, bc::size_t inputs)
template<class ValueType , class SystemTag , int X>
auto	bc::nn::tanh (SystemTag system, bc::Dim< X > inputs)
template<class SystemTag , int X>
auto	bc::nn::tanh (SystemTag system, bc::Dim< X > inputs)
auto	bc::nn::logistic (bc::size_t inputs)
template<class ValueType , class SystemTag >
auto	bc::nn::logistic (SystemTag system, bc::size_t inputs)
template<class SystemTag >
auto	bc::nn::logistic (SystemTag system, bc::size_t inputs)
template<class ValueType , class SystemTag , int X>
auto	bc::nn::logistic (SystemTag system, bc::Dim< X > inputs)
template<class SystemTag , int X>
auto	bc::nn::logistic (SystemTag system, bc::Dim< X > inputs)
auto	bc::nn::relu (bc::size_t inputs)
template<class ValueType , class SystemTag >
auto	bc::nn::relu (SystemTag system, bc::size_t inputs)
template<class SystemTag >
auto	bc::nn::relu (SystemTag system, bc::size_t inputs)
template<class ValueType , class SystemTag , int X>
auto	bc::nn::relu (SystemTag system, bc::Dim< X > inputs)
template<class SystemTag , int X>
auto	bc::nn::relu (SystemTag system, bc::Dim< X > inputs)
auto	bc::nn::softplus (bc::size_t inputs)
template<class ValueType , class SystemTag >
auto	bc::nn::softplus (SystemTag system, bc::size_t inputs)
template<class SystemTag >
auto	bc::nn::softplus (SystemTag system, bc::size_t inputs)
template<class ValueType , class SystemTag , int X>
auto	bc::nn::softplus (SystemTag system, bc::Dim< X > inputs)
template<class SystemTag , int X>
auto	bc::nn::softplus (SystemTag system, bc::Dim< X > inputs)
auto	bc::nn::mish (bc::size_t inputs)
template<class ValueType , class SystemTag >
auto	bc::nn::mish (SystemTag system, bc::size_t inputs)
template<class SystemTag >
auto	bc::nn::mish (SystemTag system, bc::size_t inputs)
template<class ValueType , class SystemTag , int X>
auto	bc::nn::mish (SystemTag system, bc::Dim< X > inputs)
template<class SystemTag , int X>
auto	bc::nn::mish (SystemTag system, bc::Dim< X > inputs)

Macro Definition Documentation

BC_NONLINEAR_DEF

#define BC_NONLINEAR_DEF	(		TypeName,
			funcName
	)

Value:

auto funcName(bc::size_t inputs) {\
    return Function<BLACKCAT_DEFAULT_SYSTEM_T,\
                    typename BLACKCAT_DEFAULT_SYSTEM_T::default_floating_point_type,\
                    bc::TypeName>(bc::Dim<1>{inputs}); \
}\
template<class ValueType, class SystemTag>\
auto funcName(SystemTag system, bc::size_t inputs) {\
    return Function<SystemTag, ValueType, bc::TypeName>(bc::Dim<1>{inputs}); \
}\
template<class SystemTag>\
auto funcName(SystemTag system, bc::size_t inputs) {\
    return Function<SystemTag, typename SystemTag::default_floating_point_type, bc::TypeName>(bc::Dim<1>{inputs}); \
}\
template<class ValueType, class SystemTag, int X>\
auto funcName(SystemTag system, bc::Dim<X> inputs) {\
    return Function<                                           \
            SystemTag,                                          \
            ValueType,                                           \
            bc::TypeName,                                           \
            bc::traits::Integer<X>>(inputs);                         \
}                                           \
template<class SystemTag, int X>                                         \
auto funcName(SystemTag system, bc::Dim<X> inputs) {                 \
    return Function<                                           \
            SystemTag,                                           \
            typename SystemTag::default_floating_point_type,      \
            bc::TypeName,                                           \
            bc::traits::Integer<X>>(inputs);                        \
}