etl::impl::standard::avg_pool_upsample_2d Struct Reference

Functor for the derivative of 2D Max Pooling. More...

#include <avg_pooling_upsample.hpp>

Static Public Member Functions
template<size_t C1, size_t C2, size_t S1, size_t S2, size_t P1, size_t P2, typename C , typename M >
static void	pool_block_2d (const C &errors, M &m, size_t i, size_t j)
	Pool a block of the sub expression. More...
template<size_t C1, size_t C2, size_t S1, size_t S2, size_t P1, size_t P2, typename C , typename M >
static void	pool_block_3d (const C &errors, M &m, size_t q, size_t i, size_t j)
	Pool a block of the sub expression. More...
template<size_t C1, size_t C2, size_t S1, size_t S2, size_t P1, size_t P2, typename C , typename M >
static void	pool_block_4d (const C &errors, M &m, size_t p, size_t q, size_t i, size_t j)
	Pool a block of the sub expression. More...
template<typename C , typename M >
static void	pool_block_2d (const C &errors, M &m, size_t i, size_t j, size_t c1, size_t c2, size_t s1, size_t s2, size_t p1, size_t p2)
	Pool a block of the sub expression. More...
template<typename C , typename M >
static void	pool_block_3d (const C &errors, M &m, size_t q, size_t i, size_t j, size_t c1, size_t c2, size_t s1, size_t s2, size_t p1, size_t p2)
	Pool a block of the sub expression. More...
template<typename C , typename M >
static void	pool_block_4d (const C &errors, M &m, size_t p, size_t q, size_t i, size_t j, size_t c1, size_t c2, size_t s1, size_t s2, size_t p1, size_t p2)
	Pool a block of the sub expression. More...
template<size_t C1, size_t C2, size_t S1, size_t S2, size_t P1, size_t P2, etl_2d A, typename B , typename C , typename M >
static void	apply ([[maybe_unused]] A &&in, [[maybe_unused]] B &&out, C &&errors, M &&m)
	Apply the functor on sub and store the result in m. More...
template<etl_2d A, typename B , typename C , typename M >
static void	apply ([[maybe_unused]] A &&in, [[maybe_unused]] B &&out, C &&errors, M &&m, size_t c1, size_t c2, size_t s1, size_t s2, size_t p1, size_t p2)
	Apply the functor on sub and store the result in m. More...
template<size_t C1, size_t C2, size_t S1, size_t S2, size_t P1, size_t P2, etl_3d A, typename B , typename C , typename M >
static void	apply ([[maybe_unused]] A &&in, [[maybe_unused]] B &&out, C &&errors, M &&m)
	Apply the functor on sub and store the result in m. More...
template<etl_3d A, typename B , typename C , typename M >
static void	apply ([[maybe_unused]] A &&in, [[maybe_unused]] B &&out, C &&errors, M &&m, size_t c1, size_t c2, size_t s1, size_t s2, size_t p1, size_t p2)
	Apply the functor on sub and store the result in m. More...
template<size_t C1, size_t C2, size_t S1, size_t S2, size_t P1, size_t P2, etl_4d A, typename B , typename C , typename M >
static void	apply ([[maybe_unused]] A &&in, [[maybe_unused]] 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 ([[maybe_unused]] A &&in, [[maybe_unused]] B &&out, C &&errors, M &&m, size_t c1, size_t c2, size_t s1, size_t s2, size_t p1, size_t p2)
	Apply the functor on sub and store the result in m. More...
template<size_t C1, size_t C2, size_t S1, size_t S2, size_t P1, size_t P2, 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 s1, size_t s2, size_t p1, size_t p2)
	Apply the functor on sub and store the result in m. More...

Detailed Description

Functor for the derivative of 2D Max Pooling.

Member Function Documentation

apply() [1/8]

template<size_t C1, size_t C2, size_t S1, size_t S2, size_t P1, size_t P2, etl_2d A, typename B , typename C , typename M >

static void etl::impl::standard::avg_pool_upsample_2d::apply ( [[maybe_unused] ] A &&  in, [[maybe_unused] ] 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

apply() [2/8]

template<etl_2d A, typename B , typename C , typename M >

static void etl::impl::standard::avg_pool_upsample_2d::apply ( [[maybe_unused] ] A &&  in, [[maybe_unused] ] B &&  out, C &&  errors, M &&  m, size_t  c1, size_t  c2, size_t  s1, size_t  s2, size_t  p1, size_t  p2  )

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

apply() [3/8]

template<size_t C1, size_t C2, size_t S1, size_t S2, size_t P1, size_t P2, etl_3d A, typename B , typename C , typename M >

static void etl::impl::standard::avg_pool_upsample_2d::apply ( [[maybe_unused] ] A &&  in, [[maybe_unused] ] 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

apply() [4/8]

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

static void etl::impl::standard::avg_pool_upsample_2d::apply ( [[maybe_unused] ] A &&  in, [[maybe_unused] ] B &&  out, C &&  errors, M &&  m, size_t  c1, size_t  c2, size_t  s1, size_t  s2, size_t  p1, size_t  p2  )

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

apply() [5/8]

template<size_t C1, size_t C2, size_t S1, size_t S2, size_t P1, size_t P2, etl_4d A, typename B , typename C , typename M >

static void etl::impl::standard::avg_pool_upsample_2d::apply ( [[maybe_unused] ] A &&  in, [[maybe_unused] ] 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

apply() [6/8]

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

static void etl::impl::standard::avg_pool_upsample_2d::apply ( [[maybe_unused] ] A &&  in, [[maybe_unused] ] B &&  out, C &&  errors, M &&  m, size_t  c1, size_t  c2, size_t  s1, size_t  s2, size_t  p1, size_t  p2  )

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

apply() [7/8]

template<size_t C1, size_t C2, size_t S1, size_t S2, size_t P1, size_t P2, etl_5d_and_plus A, typename B , typename C , typename M >

static void etl::impl::standard::avg_pool_upsample_2d::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

apply() [8/8]

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

static void etl::impl::standard::avg_pool_upsample_2d::apply ( A &&  in, B &&  out, C &&  errors, M &  m, size_t  c1, size_t  c2, size_t  s1, size_t  s2, size_t  p1, size_t  p2  )

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

pool_block_2d() [1/2]

template<size_t C1, size_t C2, size_t S1, size_t S2, size_t P1, size_t P2, typename C , typename M >

static void etl::impl::standard::avg_pool_upsample_2d::pool_block_2d ( const C &  errors, M &  m, size_t  i, size_t  j  )

inlinestatic

Pool a block of the sub expression.

Parameters

errors	The sub expression
m	The storage matrix
i	The first index of the block
j	The second index of the block

Template Parameters

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

pool_block_2d() [2/2]

template<typename C , typename M >

static void etl::impl::standard::avg_pool_upsample_2d::pool_block_2d ( const C &  errors, M &  m, size_t  i, size_t  j, size_t  c1, size_t  c2, size_t  s1, size_t  s2, size_t  p1, size_t  p2  )

inlinestatic

Pool a block of the sub expression.

Parameters

errors	The sub expression
m	The storage matrix
i	The first index of the block
j	The second index of the block
c1	The first dimension pooling ratio
c2	The second dimension pooling ratio

pool_block_3d() [1/2]

template<size_t C1, size_t C2, size_t S1, size_t S2, size_t P1, size_t P2, typename C , typename M >

static void etl::impl::standard::avg_pool_upsample_2d::pool_block_3d ( const C &  errors, M &  m, size_t  q, size_t  i, size_t  j  )

inlinestatic

Pool a block of the sub expression.

Parameters

errors	The sub expression
m	The storage matrix
i	The first index of the block
j	The second index of the block

Template Parameters

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

pool_block_3d() [2/2]

template<typename C , typename M >

static void etl::impl::standard::avg_pool_upsample_2d::pool_block_3d ( const C &  errors, M &  m, size_t  q, size_t  i, size_t  j, size_t  c1, size_t  c2, size_t  s1, size_t  s2, size_t  p1, size_t  p2  )

inlinestatic

Pool a block of the sub expression.

Parameters

errors	The sub expression
m	The storage matrix
i	The first index of the block
j	The second index of the block
c1	The first dimension pooling ratio
c2	The second dimension pooling ratio

pool_block_4d() [1/2]

template<size_t C1, size_t C2, size_t S1, size_t S2, size_t P1, size_t P2, typename C , typename M >

static void etl::impl::standard::avg_pool_upsample_2d::pool_block_4d ( const C &  errors, M &  m, size_t  p, size_t  q, size_t  i, size_t  j  )

inlinestatic

Pool a block of the sub expression.

Parameters

errors	The sub expression
m	The storage matrix
i	The first index of the block
j	The second index of the block

Template Parameters

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

pool_block_4d() [2/2]

template<typename C , typename M >

static void etl::impl::standard::avg_pool_upsample_2d::pool_block_4d ( const C &  errors, M &  m, size_t  p, size_t  q, size_t  i, size_t  j, size_t  c1, size_t  c2, size_t  s1, size_t  s2, size_t  p1, size_t  p2  )

inlinestatic

Pool a block of the sub expression.

Parameters

errors	The sub expression
m	The storage matrix
i	The first index of the block
j	The second index of the block
c1	The first dimension pooling ratio
c2	The second dimension pooling ratio

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

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