bc::nn::layer_traits< T > Struct Template Reference

#include <layer_traits.h>

Inheritance diagram for bc::nn::layer_traits< T >:

Collaboration diagram for bc::nn::layer_traits< T >:

Public Types
using	system_tag = typename T::system_tag
	Layers have the function: backward_propagate(Args...); – The arguments supplied are based upon these traits. More...
using	value_type = bc::traits::conditional_detected_t< bc::traits::query_value_type, T, typename system_tag::default_floating_point_type >
using	allocator_type = bc::traits::conditional_detected_t< bc::traits::query_allocator_type, T, bc::Allocator< value_type, system_tag > >
using	requires_extra_cache = bc::traits::conditional_detected_t< detail::query_requires_extra_cache, T, std::false_type >
using	input_tensor_dim = bc::traits::conditional_detected_t< detail::query_input_tensor_dim, T, bc::traits::Integer< 1 > >
using	output_tensor_dim = bc::traits::conditional_detected_t< detail::query_output_tensor_dim, T, input_tensor_dim >
using	forward_requires_inputs = bc::traits::conditional_detected_t< detail::query_forward_requires_inputs, T, std::true_type >
using	forward_requires_outputs = bc::traits::conditional_detected_t< detail::query_forward_requires_outputs, T, std::false_type >
using	forward_requires_extra_cache = bc::traits::conditional_detected_t< detail::query_forward_requires_extra_cache, T, std::false_type >
using	backward_requires_inputs = bc::traits::conditional_detected_t< detail::query_backward_requires_inputs, T, std::true_type >
using	backward_requires_outputs = bc::traits::conditional_detected_t< detail::query_backward_requires_outputs, T, std::false_type >
using	backward_delta_should_be_cached = bc::traits::conditional_detected_t< detail::query_backward_requires_outputs, T, std::false_type >
using	backward_requires_extra_cache = bc::traits::conditional_detected_t< detail::query_backward_requires_extra_cache, T, std::false_type >
using	greedy_evaluate_delta = bc::traits::conditional_detected_t< detail::query_greedy_evaluate_delta, T, std::false_type >
Public Types inherited from bc::traits::common_traits< T >
using	type = T
using	defines_value_type = truth_type< is_detected_v< query_value_type, T > >
using	defines_allocator_type = truth_type< is_detected_v< query_allocator_type, T > >
using	defines_system_tag = truth_type< is_detected_v< query_system_tag, T > >
using	defines_get_stream = truth_type< is_detected_v< query_get_stream, T > >
using	defines_get_allocator = truth_type< is_detected_v< query_get_allocator, T > >
using	value_type = conditional_detected_t< query_value_type, T, None >
using	allocator_type = conditional_detected_t< query_allocator_type, T, None >
using	system_tag = conditional_detected_t< query_system_tag, T, host_tag >

Static Public Member Functions
template<class... Args>
static auto	select_on_predict (T &layer, Args &&... args)
template<class... Args>
static auto	select_on_single_predict (T &layer, Args &&... args)

Member Typedef Documentation

allocator_type

template<class T>

using bc::nn::layer_traits< T >::allocator_type = bc::traits::conditional_detected_t< bc::traits::query_allocator_type, T, bc::Allocator<value_type, system_tag> >

backward_delta_should_be_cached

template<class T>

using bc::nn::layer_traits< T >::backward_delta_should_be_cached = bc::traits::conditional_detected_t< detail::query_backward_requires_outputs, T, std::false_type>

backward_requires_extra_cache

template<class T>

using bc::nn::layer_traits< T >::backward_requires_extra_cache = bc::traits::conditional_detected_t< detail::query_backward_requires_extra_cache, T, std::false_type>

backward_requires_inputs

template<class T>

using bc::nn::layer_traits< T >::backward_requires_inputs = bc::traits::conditional_detected_t< detail::query_backward_requires_inputs, T, std::true_type>

backward_requires_outputs

template<class T>

using bc::nn::layer_traits< T >::backward_requires_outputs = bc::traits::conditional_detected_t< detail::query_backward_requires_outputs, T, std::false_type>

forward_requires_extra_cache

template<class T>

using bc::nn::layer_traits< T >::forward_requires_extra_cache = bc::traits::conditional_detected_t< detail::query_forward_requires_extra_cache, T, std::false_type>

forward_requires_inputs

template<class T>

using bc::nn::layer_traits< T >::forward_requires_inputs = bc::traits::conditional_detected_t< detail::query_forward_requires_inputs, T, std::true_type>

forward_requires_outputs

template<class T>

using bc::nn::layer_traits< T >::forward_requires_outputs = bc::traits::conditional_detected_t< detail::query_forward_requires_outputs, T, std::false_type>

greedy_evaluate_delta

template<class T>

using bc::nn::layer_traits< T >::greedy_evaluate_delta = bc::traits::conditional_detected_t< detail::query_greedy_evaluate_delta, T, std::false_type>

input_tensor_dim

template<class T>

using bc::nn::layer_traits< T >::input_tensor_dim = bc::traits::conditional_detected_t< detail::query_input_tensor_dim, T, bc::traits::Integer<1> >

output_tensor_dim

template<class T>

using bc::nn::layer_traits< T >::output_tensor_dim = bc::traits::conditional_detected_t< detail::query_output_tensor_dim, T, input_tensor_dim>

requires_extra_cache

template<class T>

using bc::nn::layer_traits< T >::requires_extra_cache = bc::traits::conditional_detected_t< detail::query_requires_extra_cache, T, std::false_type>

system_tag

template<class T>

using bc::nn::layer_traits< T >::system_tag = typename T::system_tag

Layers have the function: backward_propagate(Args...); – The arguments supplied are based upon these traits.

If forwards_requires_inputs==std::true_type, inputs will be supplied in forward prop If forwards_requires_outputs==std::true_type, outputs will be supplied in forward prop

If backwards_requires_inputs==std::true_type, inputs will be supplied in backward prop If backwards_requires_outputs==std::true_type, outputs will be supplied in backward prop

value_type

template<class T>

using bc::nn::layer_traits< T >::value_type = bc::traits::conditional_detected_t< bc::traits::query_value_type, T, typename system_tag::default_floating_point_type>

Member Function Documentation

select_on_predict()

template<class T>

template<class... Args>

static auto bc::nn::layer_traits< T >::select_on_predict ( T &  layer, Args &&...  args  )

inlinestatic

select_on_single_predict()

template<class T>

template<class... Args>

static auto bc::nn::layer_traits< T >::select_on_single_predict ( T &  layer, Args &&...  args  )

inlinestatic

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

• blackcat/neural_networks/layers/layer_traits.h