void mexFunction(int nlhs, mxArray *plhs[], int nrhs, const mxArray *prhs[])
{
if (nrhs != 4)
{
mexPrintf("Usage: alpha = LineSearch(prevScores, newScores, labels, lossType)\n");
mexErrMsgTxt("Incorrect input format\n");
}
#define mPrevScores (prhs[0])
#define mNewScores (prhs[1])
#define mLabels (prhs[2])
#define mLossType (prhs[3])
if (nlhs != 1)
mexErrMsgTxt("One output arg expected");
char lossName[40];
if ( mxGetString(mLossType, lossName, sizeof(lossName)) != 0 )
mexErrMsgTxt("Error reading options.loss");
SQB::LossType sqbLoss = SQB::ExpLoss;
if (strcmp(lossName, "exploss") == 0)
sqbLoss = SQB::ExpLoss;
else if ( strcmp(lossName, "logloss") == 0 )
sqbLoss = SQB::LogLoss;
else if ( strcmp(lossName, "squaredloss") == 0 )
sqbLoss = SQB::SquaredLoss;
else
mexErrMsgTxt("options.loss contains an invalid value");
MatlabInputMatrix<WeightsType> pPrev( mPrevScores, 0, 1, "prevScores" );
MatlabInputMatrix<WeightsType> pNew( mNewScores, pPrev.rows(), 1, "newScores" );
MatlabInputMatrix<WeightsType> pLabels( mLabels, pPrev.rows(), 1, "labels" );
// create mappings
ArrayMapType prevMap( pPrev.data(), pPrev.rows(), pPrev.cols() );
ArrayMapType newMap( pNew.data(), pNew.rows(), pNew.cols() );
ArrayMapType labelsMap( pLabels.data(), pLabels.rows(), pLabels.cols() );
SQB::LineSearch< ArrayType, ArrayMapType > LS( prevMap, newMap, labelsMap, sqbLoss );
WeightsType alpha = LS.run();
MatlabOutputMatrix<WeightsType> outMatrix( &plhs[0], 1, 1 );
outMatrix.data()[0] = alpha;
}
/**
* Create a EdgeStub for the edge before the intersection eiCurr.
* The previous intersection is provided
* in case it is the endpoint for the stub edge.
* Otherwise, the previous point from the parent edge will be the endpoint.
*
* eiCurr will always be an EdgeIntersection, but eiPrev may be null.
*/
void
EdgeEndBuilder::createEdgeEndForPrev(Edge *edge, vector<EdgeEnd*> *l,
EdgeIntersection *eiCurr, EdgeIntersection *eiPrev)
{
auto iPrev = eiCurr->segmentIndex;
if (eiCurr->dist==0.0) {
// if at the start of the edge there is no previous edge
if (iPrev==0) return;
iPrev--;
}
Coordinate pPrev(edge->getCoordinate(iPrev));
// if prev intersection is past the previous vertex, use it instead
if (eiPrev!=nullptr && eiPrev->segmentIndex>=iPrev)
pPrev=eiPrev->coord;
Label label( edge->getLabel() );
// since edgeStub is oriented opposite to it's parent edge, have to flip sides for edge label
label.flip();
EdgeEnd *e=new EdgeEnd(edge,eiCurr->coord,pPrev,label);
//e.print(System.out); System.out.println();
l->push_back(e);
}