16 #ifndef __NEURAL_NETWORKS_TRAINING_TOPOLOGY_H__
17 #define __NEURAL_NETWORKS_TRAINING_TOPOLOGY_H__
19 #include "algorithms/neural_networks/layers/layer_descriptor.h"
25 namespace neural_networks
40 class Topology:
public Base
50 Topology(
const Topology &t) : _config(t.size())
52 for(
size_t i = 0; i < t.size(); i++)
54 _config[i] = layers::LayerDescriptor(i, t[i].layer(), t[i].nextLayers());
62 size_t size()
const {
return _config.size(); }
69 size_t push_back(
const layers::LayerIfacePtr &layer)
71 size_t id = _config.size();
72 _config.push_back(layers::LayerDescriptor(
id, layer));
81 size_t add(
const layers::LayerIfacePtr &layer)
83 return push_back(layer);
92 size_t add(
const Topology &topologyBlock,
size_t &startIndex)
94 size_t size = _config.size();
98 for(
size_t i = 0; i < topologyBlock.size(); i++)
100 id = push_back(topologyBlock[i].layer());
102 const layers::NextLayers& nextLayers = topologyBlock[i].nextLayers();
103 for(
size_t j = 0; j < nextLayers.size(); j++)
105 get(i + size).addNext(nextLayers[j] + size);
116 services::Status clear()
119 return services::Status();
127 layers::LayerDescriptor& operator [] (
size_t index) {
return _config[index]; }
134 const layers::LayerDescriptor& operator [] (
size_t index)
const {
return _config[index]; }
141 layers::LayerDescriptor&
get(
size_t index) {
return _config[index]; }
148 const layers::LayerDescriptor&
get(
size_t index)
const {
return _config[index]; }
158 DAAL_DEPRECATED services::Status addNext(
size_t index,
size_t next)
160 _config[index].addNext(next);
161 return services::Status();
165 services::Collection<layers::LayerDescriptor> _config;
168 typedef services::SharedPtr<Topology> TopologyPtr;
171 using interface1::Topology;
172 using interface1::TopologyPtr;
daal::algorithms::neural_networks::training::interface1::Topology
Class defining a neural network topology - a set of layers and connection between them - on the train...
Definition: neural_networks_training_topology.h:40
daal::algorithms::neural_networks::training::interface1::Topology::push_back
size_t push_back(const layers::LayerIfacePtr &layer)
Definition: neural_networks_training_topology.h:69
daal
Definition: algorithm_base_common.h:31
daal::algorithms::neural_networks::training::interface1::Topology::add
size_t add(const Topology &topologyBlock, size_t &startIndex)
Definition: neural_networks_training_topology.h:92
daal::algorithms::neural_networks::training::interface1::Topology::Topology
Topology()
Definition: neural_networks_training_topology.h:44
daal::algorithms::neural_networks::training::interface1::Topology::clear
services::Status clear()
Definition: neural_networks_training_topology.h:116
daal::algorithms::neural_networks::training::interface1::Topology::Topology
Topology(const Topology &t)
Definition: neural_networks_training_topology.h:50
daal::algorithms::neural_networks::training::interface1::Topology::operator[]
layers::LayerDescriptor & operator[](size_t index)
Definition: neural_networks_training_topology.h:127
daal::Base
Base class for Intel(R) Data Analytics Acceleration Library objects
Definition: base.h:39
daal::algorithms::neural_networks::training::interface1::Topology::size
size_t size() const
Definition: neural_networks_training_topology.h:62
daal::algorithms::neural_networks::training::interface1::Topology::add
size_t add(const layers::LayerIfacePtr &layer)
Definition: neural_networks_training_topology.h:81
daal::algorithms::neural_networks::training::interface1::Topology::addNext
DAAL_DEPRECATED services::Status addNext(size_t index, size_t next)
Definition: neural_networks_training_topology.h:158