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Add MKL support
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@ -224,7 +224,7 @@ OCV_OPTION(WITH_VA "Include VA support" OFF
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OCV_OPTION(WITH_VA_INTEL "Include Intel VA-API/OpenCL support" OFF IF (UNIX AND NOT ANDROID) )
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OCV_OPTION(WITH_GDAL "Include GDAL Support" OFF IF (NOT ANDROID AND NOT IOS AND NOT WINRT) )
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OCV_OPTION(WITH_GPHOTO2 "Include gPhoto2 library support" ON IF (UNIX AND NOT ANDROID) )
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OCV_OPTION(WITH_LAPACK "Include Lapack library support" ON IF (UNIX AND NOT ANDROID) )
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OCV_OPTION(WITH_LAPACK "Include Lapack library support" ON IF (NOT ANDROID) )
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# OpenCV build components
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# ===================================================
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@ -7,11 +7,21 @@ if(WITH_LAPACK)
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find_package(LAPACK)
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if(LAPACK_FOUND)
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find_path(LAPACKE_INCLUDE_DIR "lapacke.h")
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if(LAPACKE_INCLUDE_DIR)
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find_path(MKL_LAPACKE_INCLUDE_DIR "mkl_lapack.h")
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if(LAPACKE_INCLUDE_DIR OR MKL_LAPACKE_INCLUDE_DIR)
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find_path(CBLAS_INCLUDE_DIR "cblas.h")
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if(CBLAS_INCLUDE_DIR)
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find_path(MKL_CBLAS_INCLUDE_DIR "mkl_cblas.h")
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if(CBLAS_INCLUDE_DIR OR MKL_CBLAS_INCLUDE_DIR)
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set(HAVE_LAPACK 1)
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if(CBLAS_INCLUDE_DIR)
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ocv_include_directories(${LAPACKE_INCLUDE_DIR} ${CBLAS_INCLUDE_DIR})
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set(HAVE_LAPACK_GENERIC 1)
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elseif(MKL_CBLAS_INCLUDE_DIR)
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ocv_include_directories(${MKL_LAPACKE_INCLUDE_DIR} ${MKL_CBLAS_INCLUDE_DIR})
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set(HAVE_LAPACK_MKL 1)
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endif()
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list(APPEND OPENCV_LINKER_LIBS ${LAPACK_LIBRARIES})
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endif()
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endif()
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@ -204,5 +204,11 @@
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/* Lapack */
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#cmakedefine HAVE_LAPACK
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/* Lapack Generic */
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#cmakedefine HAVE_LAPACK_GENERIC
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/* Lapack MKL */
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#cmakedefine HAVE_LAPACK_MKL
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/* FP16 */
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#cmakedefine HAVE_FP16
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@ -46,9 +46,17 @@
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#ifdef HAVE_LAPACK
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#ifdef HAVE_LAPACK_MKL
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#include <mkl_cblas.h>
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#include <mkl_lapack.h>
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#endif
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#ifdef HAVE_LAPACK_GENERIC
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#include <lapacke.h>
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#include <cblas.h>
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#endif
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#include <cmath>
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#include <lapacke.h>
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#include <cblas.h>
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#include <algorithm>
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#include <typeinfo>
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#include <limits>
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@ -150,7 +158,7 @@ lapack_LU(fptype* a, size_t a_step, int m, fptype* b, size_t b_step, int n, int*
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template <typename fptype> static inline int
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lapack_Cholesky(fptype* a, size_t a_step, int m, fptype* b, size_t b_step, int n, bool* info)
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{
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int lapackStatus;
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int lapackStatus = 0;
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int lda = a_step / sizeof(fptype);
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char L[] = {'L', '\0'};
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@ -227,7 +235,7 @@ lapack_SVD(fptype* a, size_t a_step, fptype *w, fptype* u, size_t u_step, fptype
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else if(typeid(fptype) == typeid(double))
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dgesdd_(mode, &m, &n, (double*)a, &lda, (double*)w, (double*)u, &ldu, (double*)vt, &ldv, (double*)&work1, &lwork, iworkBuf, info);
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lwork = round(work1); //optimal buffer size
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lwork = (int)round(work1); //optimal buffer size
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fptype* buffer = new fptype[lwork + 1];
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if(typeid(fptype) == typeid(float))
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