etl::impl::standard::max_pool_upsample_3d Struct Reference

Functor for the derivative of 3D Max Pooling. More...

#include <max_pooling_upsample.hpp>

Static Public Member Functions
template<size_t C1, size_t C2, size_t C3, typename A , typename B , typename C , typename M >
static void	pool_block_3d (const A &in, const B &out, const C &errors, M &m, size_t i, size_t j, size_t k)
	Pool a 3D block of the sub expression. More...
template<size_t C1, size_t C2, size_t C3, typename A , typename B , typename C , typename M >
static void	pool_block_4d (const A &in, const B &out, const C &errors, M &m, size_t n, size_t i, size_t j, size_t k)
	Pool a 4D block of the sub expression. More...
template<size_t C1, size_t C2, size_t C3, etl_3d A, typename B , typename C , typename M >
static void	apply (A &&in, B &&out, C &&errors, M &&m)
	Apply the functor on sub and store the result in m. More...
template<typename A , typename B , typename C , typename M >
static void	pool_block_3d (const A &in, const B &out, const C &errors, M &m, size_t i, size_t j, size_t k, size_t c1, size_t c2, size_t c3)
	Pool a 3D block of the sub expression. More...
template<typename A , typename B , typename C , typename M >
static void	pool_block_4d (const A &in, const B &out, const C &errors, M &m, size_t n, size_t i, size_t j, size_t k, size_t c1, size_t c2, size_t c3)
	Pool a 4D block of the sub expression. More...
template<etl_3d A, typename B , typename C , typename M >
static void	apply (A &&in, B &&out, C &&errors, M &&m, size_t c1, size_t c2, size_t c3)
	Apply the functor on sub and store the result in m. More...
template<size_t C1, size_t C2, size_t C3, etl_4d A, typename B , typename C , typename M >
static void	apply (A &&in, B &&out, C &&errors, M &m)
	Apply the functor on sub and store the result in m. More...
template<etl_4d A, typename B , typename C , typename M >
static void	apply (A &&in, B &&out, C &&errors, M &m, size_t c1, size_t c2, size_t c3)
	Apply the functor on sub and store the result in m. More...
template<size_t C1, size_t C2, size_t C3, etl_5d_and_plus A, typename B , typename C , typename M >
static void	apply (A &&in, B &&out, C &&errors, M &m)
	Apply the functor on sub and store the result in m. More...
template<etl_5d_and_plus A, typename B , typename C , typename M >
static void	apply (A &&in, B &&out, C &&errors, M &m, size_t c1, size_t c2, size_t c3)
	Apply the functor on sub and store the result in m. More...

Detailed Description

Functor for the derivative of 3D Max Pooling.

Member Function Documentation

apply() [1/6]

template<size_t C1, size_t C2, size_t C3, etl_3d A, typename B , typename C , typename M >

static void etl::impl::standard::max_pool_upsample_3d::apply ( A &&  in, B &&  out, C &&  errors, M &&  m  )

inlinestatic

Apply the functor on sub and store the result in m.

Parameters

in	The sub expression
m	The storage matrix

Template Parameters

C1	The first dimension pooling ratio
C2	The second dimension pooling ratio
C3	The third dimension pooling ratio

apply() [2/6]

template<etl_3d A, typename B , typename C , typename M >

static void etl::impl::standard::max_pool_upsample_3d::apply ( A &&  in, B &&  out, C &&  errors, M &&  m, size_t  c1, size_t  c2, size_t  c3  )

inlinestatic

Apply the functor on sub and store the result in m.

Parameters

in	The sub expression
m	The storage matrix
c1	The first dimension pooling ratio
c2	The second dimension pooling ratio
c3	The third dimension pooling ratio

apply() [3/6]

template<size_t C1, size_t C2, size_t C3, etl_4d A, typename B , typename C , typename M >

static void etl::impl::standard::max_pool_upsample_3d::apply ( A &&  in, B &&  out, C &&  errors, M &  m  )

inlinestatic

Apply the functor on sub and store the result in m.

Parameters

in	The sub expression
m	The storage matrix

Template Parameters

C1	The first dimension pooling ratio
C2	The second dimension pooling ratio
C3	The third dimension pooling ratio

apply() [4/6]

template<etl_4d A, typename B , typename C , typename M >

static void etl::impl::standard::max_pool_upsample_3d::apply ( A &&  in, B &&  out, C &&  errors, M &  m, size_t  c1, size_t  c2, size_t  c3  )

inlinestatic

Apply the functor on sub and store the result in m.

Parameters

in	The sub expression
m	The storage matrix
c1	The first dimension pooling ratio
c2	The second dimension pooling ratio
c3	The third dimension pooling ratio

apply() [5/6]

template<size_t C1, size_t C2, size_t C3, etl_5d_and_plus A, typename B , typename C , typename M >

static void etl::impl::standard::max_pool_upsample_3d::apply ( A &&  in, B &&  out, C &&  errors, M &  m  )

inlinestatic

Apply the functor on sub and store the result in m.

Parameters

in	The sub expression
m	The storage matrix

Template Parameters

C1	The first dimension pooling ratio
C2	The second dimension pooling ratio
C3	The third dimension pooling ratio

apply() [6/6]

template<etl_5d_and_plus A, typename B , typename C , typename M >

static void etl::impl::standard::max_pool_upsample_3d::apply ( A &&  in, B &&  out, C &&  errors, M &  m, size_t  c1, size_t  c2, size_t  c3  )

inlinestatic

Apply the functor on sub and store the result in m.

Parameters

in	The sub expression
m	The storage matrix
c1	The first dimension pooling ratio
c2	The second dimension pooling ratio
c3	The third dimension pooling ratio

pool_block_3d() [1/2]

template<size_t C1, size_t C2, size_t C3, typename A , typename B , typename C , typename M >

static void etl::impl::standard::max_pool_upsample_3d::pool_block_3d ( const A &  in, const B &  out, const C &  errors, M &  m, size_t  i, size_t  j, size_t  k  )

inlinestatic

Pool a 3D block of the sub expression.

Parameters

in	The sub expression
out	The out matrix
m	The storage matrix
i	The first index of the block
j	The second index of the block
k	The third index of the block

Template Parameters

C1	The first dimension pooling ratio
C2	The second dimension pooling ratio
C3	The third dimension pooling ratio

pool_block_3d() [2/2]

template<typename A , typename B , typename C , typename M >

static void etl::impl::standard::max_pool_upsample_3d::pool_block_3d ( const A &  in, const B &  out, const C &  errors, M &  m, size_t  i, size_t  j, size_t  k, size_t  c1, size_t  c2, size_t  c3  )

inlinestatic

Pool a 3D block of the sub expression.

Parameters

in	The sub expression
out	The out matrix
m	The storage matrix
i	The first index of the block
j	The second index of the block
k	The third index of the block
c1	The first dimension pooling ratio
c2	The second dimension pooling ratio
c3	The third dimension pooling ratio

pool_block_4d() [1/2]

template<size_t C1, size_t C2, size_t C3, typename A , typename B , typename C , typename M >

static void etl::impl::standard::max_pool_upsample_3d::pool_block_4d ( const A &  in, const B &  out, const C &  errors, M &  m, size_t  n, size_t  i, size_t  j, size_t  k  )

inlinestatic

Pool a 4D block of the sub expression.

Parameters

in	The sub expression
out	The out matrix
m	The storage matrix
i	The first index of the block
j	The second index of the block
k	The third index of the block

Template Parameters

C1	The first dimension pooling ratio
C2	The second dimension pooling ratio
C3	The third dimension pooling ratio

pool_block_4d() [2/2]

template<typename A , typename B , typename C , typename M >

static void etl::impl::standard::max_pool_upsample_3d::pool_block_4d ( const A &  in, const B &  out, const C &  errors, M &  m, size_t  n, size_t  i, size_t  j, size_t  k, size_t  c1, size_t  c2, size_t  c3  )

inlinestatic

Pool a 4D block of the sub expression.

Parameters

in	The sub expression
out	The out matrix
m	The storage matrix
i	The first index of the block
j	The second index of the block
k	The third index of the block
c1	The first dimension pooling ratio
c2	The second dimension pooling ratio
c3	The third dimension pooling ratio

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The documentation for this struct was generated from the following file:

• include/etl/impl/std/max_pooling_upsample.hpp