void RowMaxNorms( const DistMultiVec<F>& A, DistMultiVec<Base<F>>& norms ) { DEBUG_CSE norms.SetComm( A.Comm() ); norms.Resize( A.Height(), 1 ); RowMaxNorms( A.LockedMatrix(), norms.Matrix() ); }
void EntrywiseMap ( const DistMultiVec<S>& A, DistMultiVec<T>& B, function<T(S)> func ) { DEBUG_CSE B.SetComm( A.Comm() ); B.Resize( A.Height(), A.Width() ); EntrywiseMap( A.LockedMatrix(), B.Matrix(), func ); }
void NesterovTodd ( const DistMultiVec<Real>& s, const DistMultiVec<Real>& z, DistMultiVec<Real>& w ) { DEBUG_CSE w.SetComm( s.Comm() ); w.Resize( s.Height(), 1 ); const Real* sBuf = s.LockedMatrix().LockedBuffer(); const Real* zBuf = z.LockedMatrix().LockedBuffer(); Real* wBuf = w.Matrix().Buffer(); const Int localHeight = w.LocalHeight(); for( Int iLoc=0; iLoc<localHeight; ++iLoc ) wBuf[iLoc] = Sqrt(sBuf[iLoc]/zBuf[iLoc]); }
void RowMaxNorms( const DistSparseMatrix<F>& A, DistMultiVec<Base<F>>& norms ) { DEBUG_CSE typedef Base<F> Real; const Int localHeight = A.LocalHeight(); const F* valBuf = A.LockedValueBuffer(); const Int* offsetBuf = A.LockedOffsetBuffer(); norms.SetComm( A.Comm() ); norms.Resize( A.Height(), 1 ); auto& normsLoc = norms.Matrix(); for( Int iLoc=0; iLoc<localHeight; ++iLoc ) { Real rowMax = 0; const Int offset = offsetBuf[iLoc]; const Int numConn = offsetBuf[iLoc+1] - offset; for( Int e=offset; e<offset+numConn; ++e ) rowMax = Max(rowMax,Abs(valBuf[e])); normsLoc(iLoc) = rowMax; } }
void RowTwoNorms( const DistSparseMatrix<F>& A, DistMultiVec<Base<F>>& norms ) { DEBUG_CSE typedef Base<F> Real; const Int localHeight = A.LocalHeight(); const F* valBuf = A.LockedValueBuffer(); const Int* offsetBuf = A.LockedOffsetBuffer(); norms.SetComm( A.Comm() ); norms.Resize( A.Height(), 1 ); auto& normLoc = norms.Matrix(); for( Int iLoc=0; iLoc<localHeight; ++iLoc ) { Real scale = 0; Real scaledSquare = 1; const Int offset = offsetBuf[iLoc]; const Int numConn = offsetBuf[iLoc+1] - offset; for( Int e=offset; e<offset+numConn; ++e ) UpdateScaledSquare( valBuf[e], scale, scaledSquare ); normLoc(iLoc) = scale*Sqrt(scaledSquare); } }
void GetMappedDiagonal ( const DistSparseMatrix<T>& A, DistMultiVec<S>& d, function<S(const T&)> func, Int offset ) { EL_DEBUG_CSE const Int m = A.Height(); const Int n = A.Width(); const T* valBuf = A.LockedValueBuffer(); const Int* colBuf = A.LockedTargetBuffer(); if( m != n ) LogicError("DistSparseMatrix GetMappedDiagonal assumes square matrix"); if( offset != 0 ) LogicError("DistSparseMatrix GetMappedDiagonal assumes offset=0"); d.SetGrid( A.Grid() ); d.Resize( El::DiagonalLength(m,n,offset), 1 ); Fill( d, S(1) ); S* dBuf = d.Matrix().Buffer(); const Int dLocalHeight = d.LocalHeight(); for( Int iLoc=0; iLoc<dLocalHeight; ++iLoc ) { const Int i = d.GlobalRow(iLoc); const Int thisOff = A.RowOffset(iLoc); const Int nextOff = A.RowOffset(iLoc+1); auto it = std::lower_bound( colBuf+thisOff, colBuf+nextOff, i ); if( *it == i ) { const Int e = it-colBuf; dBuf[iLoc] = func(valBuf[e]); } else dBuf[iLoc] = func(0); } }
void Ones( DistMultiVec<T>& A, Int m, Int n ) { EL_DEBUG_CSE A.Resize( m, n ); Fill( A, T(1) ); }
void Zeros( DistMultiVec<T>& A, Int m, Int n ) { DEBUG_ONLY(CSE cse("Zeros")) A.Resize( m, n ); Zero( A ); }
void Ones( DistMultiVec<T>& A, Int m, Int n ) { DEBUG_ONLY(CSE cse("Ones")) A.Resize( m, n ); Fill( A, T(1) ); }