16 #ifndef __NEURAL_NETWORKS_PREDICTION_TOPOLOGY_H__
17 #define __NEURAL_NETWORKS_PREDICTION_TOPOLOGY_H__
19 #include "algorithms/neural_networks/layers/layer_forward_descriptor.h"
20 #include "algorithms/neural_networks/neural_networks_training_topology.h"
26 namespace neural_networks
42 class Topology:
public Base
45 typedef services::Collection<layers::forward::LayerDescriptor> Descriptors;
55 Topology(
const training::Topology &t) : _config(t.size())
57 for(
size_t i = 0; i < _config.size(); ++i)
59 const layers::LayerDescriptor& desc = t[i];
60 layers::forward::LayerIfacePtr predictionLayer = desc.layer()->forwardLayer->getLayerForPrediction();
61 _config[i] = layers::forward::LayerDescriptor(i, predictionLayer, desc.nextLayers());
62 predictionLayer->getLayerParameter()->predictionStage =
true;
70 Topology(
const Topology &t) : _config(t.size())
72 for(
size_t i = 0; i < t.size(); i++)
74 _config[i] = layers::forward::LayerDescriptor(i, t[i].layer(), t[i].nextLayers());
82 size_t size()
const {
return _config.size(); }
89 size_t push_back(
const layers::forward::LayerIfacePtr &layer)
91 size_t id = _config.size();
92 _config.push_back(layers::forward::LayerDescriptor(
id, layer));
101 size_t add(
const layers::forward::LayerIfacePtr &layer)
103 return push_back(layer);
112 size_t add(
const Topology &topologyBlock,
size_t &startIndex)
114 size_t size = _config.size();
118 for(
size_t i = 0; i < topologyBlock.size(); i++)
120 id = push_back(topologyBlock[i].layer());
121 const layers::NextLayers& nextLayers = topologyBlock[i].nextLayers();
122 for(
size_t j = 0; j < nextLayers.size(); j++)
124 addNext(i + size, nextLayers[j] + size);
135 services::Status clear()
138 return services::Status();
146 layers::forward::LayerDescriptor& operator [] (
size_t index) {
return _config[index]; }
153 const layers::forward::LayerDescriptor& operator [] (
size_t index)
const {
return _config[index]; }
160 layers::forward::LayerDescriptor&
get(
size_t index) {
return _config[index]; }
167 const layers::forward::LayerDescriptor&
get(
size_t index)
const {
return _config[index]; }
178 services::Status addNext(
size_t index,
size_t next)
180 _config[index].addNext(next);
181 return services::Status();
188 typedef services::SharedPtr<Topology> TopologyPtr;
192 using interface1::Topology;
193 using interface1::TopologyPtr;
daal::algorithms::neural_networks::prediction::interface1::Topology::Topology
Topology(const training::Topology &t)
Definition: neural_networks_prediction_topology.h:55
daal
Definition: algorithm_base_common.h:31
daal::algorithms::neural_networks::prediction::interface1::Topology
Class defining a neural network topology - a set of layers and connection between them - on the predi...
Definition: neural_networks_prediction_topology.h:42
daal::algorithms::neural_networks::prediction::interface1::Topology::clear
services::Status clear()
Definition: neural_networks_prediction_topology.h:135
daal::algorithms::neural_networks::prediction::interface1::Topology::size
size_t size() const
Definition: neural_networks_prediction_topology.h:82
daal::algorithms::neural_networks::prediction::interface1::Topology::Topology
Topology(const Topology &t)
Definition: neural_networks_prediction_topology.h:70
daal::algorithms::neural_networks::prediction::interface1::Topology::push_back
size_t push_back(const layers::forward::LayerIfacePtr &layer)
Definition: neural_networks_prediction_topology.h:89
daal::algorithms::neural_networks::prediction::interface1::Topology::operator[]
layers::forward::LayerDescriptor & operator[](size_t index)
Definition: neural_networks_prediction_topology.h:146
daal::algorithms::neural_networks::prediction::interface1::Topology::Topology
Topology()
Definition: neural_networks_prediction_topology.h:49
daal::algorithms::neural_networks::prediction::interface1::Topology::addNext
services::Status addNext(size_t index, size_t next)
Definition: neural_networks_prediction_topology.h:178
daal::algorithms::classifier::prediction::prediction
Definition: classifier_predict_types.h:76
daal::algorithms::neural_networks::prediction::interface1::Topology::add
size_t add(const Topology &topologyBlock, size_t &startIndex)
Definition: neural_networks_prediction_topology.h:112
daal::algorithms::neural_networks::prediction::interface1::Topology::add
size_t add(const layers::forward::LayerIfacePtr &layer)
Definition: neural_networks_prediction_topology.h:101
daal::Base
Base class for Intel(R) Data Analytics Acceleration Library objects
Definition: base.h:39