bool NNet::createNet( int numberOfInputs, int numberOfOutputs, std::vector<int> layerSize )
{
int numberOfCells = 0;
std::vector<int> _layerSize;
std::vector<int> inputs;
std::vector<int> outputs;
_layerSize.push_back( numberOfInputs );
// adding hidden layers
for ( int i = 0; i < layerSize.size();i++ )
{
_layerSize.push_back( layerSize[i] );
}
_layerSize.push_back( numberOfOutputs );
std::vector<netConnection> connections;
// find out numberOfCells
for ( int i = 0; i < _layerSize.size(); i++ )
{
numberOfCells += _layerSize[i];
}
// create input indices
for ( int i = 0; i < numberOfInputs; i++ )
{
inputs.push_back( i );
}
// create output indices
for ( int i = 0; i < numberOfOutputs; i++ )
{
outputs.push_back( numberOfCells - numberOfOutputs + i );
}
// create connections
int offset = 0;
for ( int i = 0; i < _layerSize.size() - 1;i++ )
{
int count = 0;
for ( int j = offset; j < offset + _layerSize[i];j++ )
{
int nextOffset = offset + _layerSize[i];
for ( int k = nextOffset; k < nextOffset + _layerSize[i+1];k++ )
{
//std::cout << "S: " << j << " R: " << k << std::endl;
connections.push_back( netConnection( j, k, 0 ) );
}
count++;
}
offset += count;
}
generateNet( inputs, outputs, connections );
}
void SpotWorker::startServer()
{
tcpServer_ = new QTcpServer(this);
if (!tcpServer_->listen(QHostAddress::Any, 2718)) {
/* QMessageBox::warning(this, tr("Error"),
tr("Failed to start server: %1.")
.arg(anyWho->errorString()));
*/
DEBUG printf("SpotWorker::startServer(): Epic error!\n");
return;
}
DEBUG printf("TCP server started!\n");
connect(tcpServer_, SIGNAL(newConnection()), this, SLOT(netConnection()) );
}
bool NNet::readConnectionSection( std::ifstream &f )
{
std::vector <std::string> connectionStrList;
/*-----------------------------------------
Read Connection Information
------------------------------------------*/
while ( !f.eof() )
{
std::string tmpStr;
f >> tmpStr;
if ( tmpStr[ 0 ] == '#' )
{
getline( f, tmpStr );
}
else
{
connectionStrList.push_back( tmpStr );
}
if ( tmpStr == "</connections>" ) break;
}
if ( connectionStrList[ 0 ] != "<connections>" )
{
std::cerr << "Error: Connections section missing!" << std::endl;
return false;
}
if ( connectionStrList[ connectionStrList.size() - 1 ] != "</connections>" )
{
std::cerr << "Error: Missing </connections>!" << std::endl;
return false;
}
/*--------------------------------------------
Convert connectionList to
netList
Start with i = 1 because first
entry is <connections> tag.
Stop with < connectionList.size() - 2
because size is one too much and
last entry is </conections> tag.
This concerns also most of the
following for-loops
----------------------------------------------*/
if (( connectionStrList.size() - 2 ) % 3 != 0 )
{
std::cerr << "Error: Wrong number of Entries in \"<connections> </connections>\" - Section!" << std::endl;
return false;
}
for ( unsigned int i = 1;i < connectionStrList.size() - 2;i += 3 )
{
int tmpVal = atoi( connectionStrList[ i ].c_str() );
if (( connectionStrList[ i ] != "0" ) && ( tmpVal == 0 ) )
{
std::cerr << "Error: Entry " << i << " in \"<connections> </connections>\" - Section is not a valid integer number!" << std::endl;
return false;
}
tmpVal = atoi( connectionStrList[ i + 1 ].c_str() );
if (( connectionStrList[ i + 1 ] != "0" ) && ( tmpVal == 0 ) )
{
std::cerr << "Error: Entry " << i + 1 << " in \"<connections> </connections>\" - Section is not a valid integer number!" << std::endl;
return false;
}
double tmpVal2 = atof( connectionStrList[ i + 2 ].c_str() );
if (( connectionStrList[ i + 2 ] != "0" ) && ( tmpVal2 == 0 ) )
{
std::cerr << "Error: Entry " << i + 2 << " in \"<connections> </connections>\" - Section is not a valid floating point number!" << std::endl;
return false;
}
// netConnection tmpConnection;
// tmpConnection(connectionStrList[ i ],connectionStrList[ i + 1 ],connectionStrList[ i + 2 ]);
connectionList.push_back( netConnection( connectionStrList[ i ], connectionStrList[ i + 1 ], connectionStrList[ i + 2 ] ) );
}
return true;
}
