示例#1
0
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() );
}
示例#2
0
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 );
}
示例#3
0
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]);
}
示例#4
0
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;
    }
}
示例#5
0
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);
    }
}
示例#6
0
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);
    }
}
示例#7
0
void Ones( DistMultiVec<T>& A, Int m, Int n )
{
    EL_DEBUG_CSE
    A.Resize( m, n );
    Fill( A, T(1) );
}
示例#8
0
void Zeros( DistMultiVec<T>& A, Int m, Int n )
{
    DEBUG_ONLY(CSE cse("Zeros"))
    A.Resize( m, n );
    Zero( A );
}
示例#9
0
void Ones( DistMultiVec<T>& A, Int m, Int n )
{
    DEBUG_ONLY(CSE cse("Ones"))
    A.Resize( m, n );
    Fill( A, T(1) );
}