diff options
Diffstat (limited to 'tnet_io/KaldiLib/Vector.cc')
-rw-r--r-- | tnet_io/KaldiLib/Vector.cc | 110 |
1 files changed, 110 insertions, 0 deletions
diff --git a/tnet_io/KaldiLib/Vector.cc b/tnet_io/KaldiLib/Vector.cc new file mode 100644 index 0000000..020bae2 --- /dev/null +++ b/tnet_io/KaldiLib/Vector.cc @@ -0,0 +1,110 @@ +#ifndef TNet_Vector_cc +#define TNet_Vector_cc + +#include <cstdlib> +#include <cmath> +#include <cstring> +#include <fstream> +#include <iomanip> +#include "Common.h" + +#ifdef HAVE_ATLAS +extern "C"{ + #include <cblas.h> +} +#endif + +#include "Common.h" +#include "Matrix.h" +#include "Vector.h" + +namespace TNet +{ + +#ifdef HAVE_ATLAS + template<> + float + BlasDot<>(const Vector<float>& rA, const Vector<float>& rB) + { + assert(rA.mDim == rB.mDim); + return cblas_sdot(rA.mDim, rA.pData(), 1, rB.pData(), 1); + } + + template<> + double + BlasDot<>(const Vector<double>& rA, const Vector<double>& rB) + { + assert(rA.mDim == rB.mDim); + return cblas_ddot(rA.mDim, rA.pData(), 1, rB.pData(), 1); + } + + template<> + Vector<float>& + Vector<float>:: + BlasAxpy(const float alpha, const Vector<float>& rV) + { + assert(mDim == rV.mDim); + cblas_saxpy(mDim, alpha, rV.pData(), 1, mpData, 1); + return *this; + } + + template<> + Vector<double>& + Vector<double>:: + BlasAxpy(const double alpha, const Vector<double>& rV) + { + assert(mDim == rV.mDim); + cblas_daxpy(mDim, alpha, rV.pData(), 1, mpData, 1); + return *this; + } + + template<> + Vector<int>& + Vector<int>:: + BlasAxpy(const int alpha, const Vector<int>& rV) + { + assert(mDim == rV.mDim); + for(int i=0; i<Dim(); i++) { + (*this)[i] += rV[i]; + } + return *this; + } + + + template<> + Vector<float>& + Vector<float>:: + BlasGemv(const float alpha, const Matrix<float>& rM, MatrixTrasposeType trans, const Vector<float>& rV, const float beta) + { + assert((trans == NO_TRANS && rM.Cols() == rV.mDim && rM.Rows() == mDim) + || (trans == TRANS && rM.Rows() == rV.mDim && rM.Cols() == mDim)); + + cblas_sgemv(CblasRowMajor, static_cast<CBLAS_TRANSPOSE>(trans), rM.Rows(), rM.Cols(), alpha, rM.pData(), rM.Stride(), + rV.pData(), 1, beta, mpData, 1); + return *this; + } + + + + template<> + Vector<double>& + Vector<double>:: + BlasGemv(const double alpha, const Matrix<double>& rM, MatrixTrasposeType trans, const Vector<double>& rV, const double beta) + { + assert((trans == NO_TRANS && rM.Cols() == rV.mDim && rM.Rows() == mDim) + || (trans == TRANS && rM.Rows() == rV.mDim && rM.Cols() == mDim)); + + cblas_dgemv(CblasRowMajor, static_cast<CBLAS_TRANSPOSE>(trans), rM.Rows(), rM.Cols(), alpha, rM.pData(), rM.Stride(), + rV.pData(), 1, beta, mpData, 1); + return *this; + } + + +#else + #error Routines in this section are not implemented yet without BLAS +#endif + +} // namespace TNet + + +#endif // TNet_Vector_tcc |