dcnnasgn::feature_conv_layer_base< CSPI, CSPO, PP > Struct Template Reference

Utility base class for the fully connected layer. More...

#include <dcnnelements.hpp>

Inheritance diagram for dcnnasgn::feature_conv_layer_base< CSPI, CSPO, PP >:

Public Types
Data classes
using	input_data = dcnnsol::feature_data<CSPI, PP>
	Input activations.
using	weights = dcnnsol::feature_weights< CSPI, CSPO, PP>
	Model weights.
using	output_data = dcnnsol::feature_data<CSPO, PP>
	Output activations.
Dimension tags
using	channel_in_tag = typename CSPI::channel_tag
	Input feature channel.
using	channel_out_tag = typename CSPO::channel_tag
	Output feature channel.

Static Public Member Functions
Check functions
static tagged::range_class< batch_tag >	forward_check (const input_data &ind, const weights &wtd, output_data &outd)
	Check argument compatibility for the forward function.

Static Public Attributes
static constexpr std::size_t	fanin = cir.size()
	Number of inputs for each output element.
Dimension ranges
Each dimension range allows enumeration of all indexes in that dimension, using the for(:) loop
static constexpr auto	cir = CSPI::cr
	Input feature channel range.
static constexpr auto	cor = CSPO::cr
	Output feature channel range.

Detailed Description

template<typename CSPI, typename CSPO, is_policy PP>
struct dcnnasgn::feature_conv_layer_base< CSPI, CSPO, PP >

Utility base class for the fully connected layer.

Template Parameters

SPI	Input size policy
CSPO	Output channel policy
PP	Permutation policy

Member Function Documentation

forward_check()

template<typename CSPI, typename CSPO, is_policy PP>

static tagged::range_class< batch_tag > dcnnasgn::feature_conv_layer_base< CSPI, CSPO, PP >::forward_check ( const input_data & ind, const weights & wtd, output_data & outd )

inlinestatic

Check argument compatibility for the forward function.

Parameters

ind	Input activations
wtd	Weights
outd	Output activations

Returns

The minibatch range

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

• asgn/dcnnelements.hpp