- refactored

- added LayerContructor

git-svn-id: http://moon:8086/svn/software/trunk/projects/Rbm@618 b431acfa-c32f-4a4a-93f1-934dc6c82436
This commit is contained in:
2019-11-07 13:59:59 +00:00
parent 30555df649
commit 16f411b949
4 changed files with 53 additions and 29 deletions
+29 -17
View File
@@ -10,7 +10,7 @@
*
* Created on 25. Oktober 2019, 18:26
*/
#include <cassert>
#include "Stack.hpp"
using namespace std;
@@ -37,7 +37,7 @@ size_t Stack::numLayers()
while(pLayer)
{
count++;
pLayer = pLayer->upper;
pLayer = pLayer->next;
}
return count;
}
@@ -47,17 +47,17 @@ void Stack::addLayer(Layer *pOtherLayer)
if (!m_pLayers)
{
m_pLayers = pOtherLayer;
pOtherLayer->lower = nullptr;
pOtherLayer->prev = nullptr;
}
else
{
Layer *pLayer = m_pLayers;
while(pLayer->upper)
while(pLayer->next)
{
pLayer = pLayer->upper;
pLayer = pLayer->next;
}
pLayer->upper = pOtherLayer;
pOtherLayer->lower = pLayer;
pLayer->next = pOtherLayer;
pOtherLayer->prev = pLayer;
}
}
@@ -70,13 +70,13 @@ Layer* Stack::getLayer(size_t layerId) const
{
return pLayer;
}
pLayer = pLayer->upper;
pLayer = pLayer->next;
}
return nullptr;
}
bool Stack::load()
bool Stack::load(LayerConstructor *pLayerConstructor)
{
std::cout << "Importing Project " << m_name << std::endl;
ifstream ifs(m_name + string(".prj"));
@@ -85,7 +85,7 @@ bool Stack::load()
Json::Value project;
reader.parse(ifs, project);
const string &prjname = project["stack"]["name"].asString();
const string &name = project["stack"]["name"].asString();
Json::Value &layers = project["stack"]["layers"];
for (int i=0; i < layers.size(); i++)
@@ -96,7 +96,19 @@ bool Stack::load()
int numVisibleX = layer["numVisibleX"].asInt();
int numVisibleY = layer["numVisibleY"].asInt();
int numHidden = layer["numHidden"].asInt();
Layer *pLayer = new Layer(layername, i, numVisibleX, numVisibleY, numHidden);
Layer *pLayer = nullptr;
if (!pLayerConstructor)
{
pLayer = new Layer(layername, i, numVisibleX, numVisibleY, numHidden);
}
else
{
pLayer = pLayerConstructor->onConstruct(layername, i, numVisibleX, numVisibleY, numHidden);
}
assert(pLayer != nullptr);
pLayer->fromJson(layer["rbm"]);
addLayer(pLayer);
}
@@ -118,7 +130,7 @@ bool Stack::save()
while(pLayer)
{
layers.append(pLayer->toJson());
pLayer = pLayer->upper;
pLayer = pLayer->next;
}
project["stack"]["layers"] = layers;
@@ -133,7 +145,7 @@ void Stack::weightsInit(double stddev)
while(pLayer)
{
pLayer->weightsInit(stddev);
pLayer = pLayer->upper;
pLayer = pLayer->next;
}
}
@@ -146,7 +158,7 @@ bool Stack::loadWeights()
{
return false;
}
pLayer = pLayer->upper;
pLayer = pLayer->next;
}
return true;
}
@@ -160,7 +172,7 @@ bool Stack::saveWeights()
{
return false;
}
pLayer = pLayer->upper;
pLayer = pLayer->next;
}
return true;
}
@@ -171,7 +183,7 @@ void Stack::train(const arma::mat& batch, Rbm::IListener* pListener)
while(pLayer)
{
train(pLayer->id(), batch, pListener);
pLayer = pLayer->upper;
pLayer = pLayer->next;
}
}
@@ -186,7 +198,7 @@ void Stack::train(size_t layerId, const arma::mat& batch, Rbm::IListener* pListe
break;
}
thisBatch = pLayer->toHiddenProbs(thisBatch);
pLayer = pLayer->upper;
pLayer = pLayer->next;
}
if (pLayer)