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Commit 7fade569 authored by Davis E. King's avatar Davis E. King Committed by GitHub
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Merge pull request #342 from dunkpa/mkl_fft 

Add MKL DFTI FFT bindings.
parents 30748987 81afba63
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Showing with 242 additions and 7 deletions
dlib/CMakeLists.txt
View file @ 7fade569
...@@ -84,6 +84,8 @@ if (NOT TARGET dlib) ...@@ -84,6 +84,8 @@ if (NOT TARGET dlib)
set (DLIB_LINK_WITH_SQLITE3_STR set (DLIB_LINK_WITH_SQLITE3_STR
"Disable this if you don't want to link against sqlite3" ) "Disable this if you don't want to link against sqlite3" )
#set (DLIB_USE_FFTW_STR "Disable this if you don't want to link against fftw" ) #set (DLIB_USE_FFTW_STR "Disable this if you don't want to link against fftw" )
set (DLIB_USE_MKL_FFT_STR
"Disable this is you don't want to use the MKL DFTI FFT implementation" )
option(DLIB_ISO_CPP_ONLY ${DLIB_ISO_CPP_ONLY_STR} OFF) option(DLIB_ISO_CPP_ONLY ${DLIB_ISO_CPP_ONLY_STR} OFF)
toggle_preprocessor_switch(DLIB_ISO_CPP_ONLY) toggle_preprocessor_switch(DLIB_ISO_CPP_ONLY)
...@@ -125,6 +127,7 @@ if (NOT TARGET dlib) ...@@ -125,6 +127,7 @@ if (NOT TARGET dlib)
option(DLIB_PNG_SUPPORT ${DLIB_PNG_SUPPORT_STR} OFF) option(DLIB_PNG_SUPPORT ${DLIB_PNG_SUPPORT_STR} OFF)
option(DLIB_GIF_SUPPORT ${DLIB_GIF_SUPPORT_STR} OFF) option(DLIB_GIF_SUPPORT ${DLIB_GIF_SUPPORT_STR} OFF)
#option(DLIB_USE_FFTW ${DLIB_USE_FFTW_STR} OFF) #option(DLIB_USE_FFTW ${DLIB_USE_FFTW_STR} OFF)
option(DLIB_USE_MKL_FFT ${DLIB_USE_MKL_FFT_STR} OFF)
else() else()
option(DLIB_JPEG_SUPPORT ${DLIB_JPEG_SUPPORT_STR} ON) option(DLIB_JPEG_SUPPORT ${DLIB_JPEG_SUPPORT_STR} ON)
option(DLIB_LINK_WITH_SQLITE3 ${DLIB_LINK_WITH_SQLITE3_STR} ON) option(DLIB_LINK_WITH_SQLITE3 ${DLIB_LINK_WITH_SQLITE3_STR} ON)
...@@ -134,6 +137,7 @@ if (NOT TARGET dlib) ...@@ -134,6 +137,7 @@ if (NOT TARGET dlib)
option(DLIB_PNG_SUPPORT ${DLIB_PNG_SUPPORT_STR} ON) option(DLIB_PNG_SUPPORT ${DLIB_PNG_SUPPORT_STR} ON)
option(DLIB_GIF_SUPPORT ${DLIB_GIF_SUPPORT_STR} ON) option(DLIB_GIF_SUPPORT ${DLIB_GIF_SUPPORT_STR} ON)
#option(DLIB_USE_FFTW ${DLIB_USE_FFTW_STR} ON) #option(DLIB_USE_FFTW ${DLIB_USE_FFTW_STR} ON)
option(DLIB_USE_MKL_FFT ${DLIB_USE_MKL_FFT_STR} ON)
endif() endif()
toggle_preprocessor_switch(DLIB_JPEG_SUPPORT) toggle_preprocessor_switch(DLIB_JPEG_SUPPORT)
toggle_preprocessor_switch(DLIB_USE_BLAS) toggle_preprocessor_switch(DLIB_USE_BLAS)
...@@ -142,6 +146,7 @@ if (NOT TARGET dlib) ...@@ -142,6 +146,7 @@ if (NOT TARGET dlib)
toggle_preprocessor_switch(DLIB_PNG_SUPPORT) toggle_preprocessor_switch(DLIB_PNG_SUPPORT)
toggle_preprocessor_switch(DLIB_GIF_SUPPORT) toggle_preprocessor_switch(DLIB_GIF_SUPPORT)
#toggle_preprocessor_switch(DLIB_USE_FFTW) #toggle_preprocessor_switch(DLIB_USE_FFTW)
toggle_preprocessor_switch(DLIB_USE_MKL_FFT)
set(source_files set(source_files
...@@ -446,8 +451,8 @@ if (NOT TARGET dlib) ...@@ -446,8 +451,8 @@ if (NOT TARGET dlib)
endif() endif()
if (DLIB_USE_BLAS OR DLIB_USE_LAPACK) if (DLIB_USE_BLAS OR DLIB_USE_LAPACK OR DLIB_USE_MKL_FFT)
# Try to find BLAS and LAPACK # Try to find BLAS, LAPACK and MKL
include(cmake_utils/cmake_find_blas.txt) include(cmake_utils/cmake_find_blas.txt)
if (DLIB_USE_BLAS) if (DLIB_USE_BLAS)
...@@ -467,6 +472,16 @@ if (NOT TARGET dlib) ...@@ -467,6 +472,16 @@ if (NOT TARGET dlib)
toggle_preprocessor_switch(DLIB_USE_LAPACK) toggle_preprocessor_switch(DLIB_USE_LAPACK)
endif() endif()
endif() endif()
if (DLIB_USE_MKL_FFT)
if (found_intel_mkl AND found_intel_mkl_headers)
set (dlib_needed_libraries ${dlib_needed_libraries} ${mkl_libraries})
include_directories(${mkl_include_dir})
else()
set(DLIB_USE_MKL_FFT OFF CACHE STRING ${DLIB_USE_MKL_FFT_STR} FORCE )
toggle_preprocessor_switch(DLIB_USE_MKL_FFT)
endif()
endif()
endif() endif()
......
dlib/cmake_utils/cmake_find_blas.txt
View file @ 7fade569
...@@ -8,16 +8,22 @@ ...@@ -8,16 +8,22 @@
# attempts to find some other BLAS and LAPACK libraries if you don't have # attempts to find some other BLAS and LAPACK libraries if you don't have
# the Intel MKL. # the Intel MKL.
# #
# blas_found - True if BLAS is available # blas_found - True if BLAS is available
# lapack_found - True if LAPACK is available # lapack_found - True if LAPACK is available
# blas_libraries - link against these to use BLAS library # found_intel_mkl - True if the Intel MKL library is available
# lapack_libraries - link against these to use LAPACK library # found_intel_mkl_headers - True if Intel MKL headers are available
# blas_libraries - link against these to use BLAS library
# lapack_libraries - link against these to use LAPACK library
# mkl_libraries - link against these to use the MKL library
# mkl_include_dir - add to the include path to use the MKL library
# setting this makes CMake allow normal looking if else statements # setting this makes CMake allow normal looking if else statements
SET(CMAKE_ALLOW_LOOSE_LOOP_CONSTRUCTS true) SET(CMAKE_ALLOW_LOOSE_LOOP_CONSTRUCTS true)
SET(blas_found 0) SET(blas_found 0)
SET(lapack_found 0) SET(lapack_found 0)
SET(found_intel_mkl 0)
SET(found_intel_mkl_headers 0)
if (UNIX) if (UNIX)
...@@ -79,6 +85,12 @@ if (UNIX) ...@@ -79,6 +85,12 @@ if (UNIX)
include(CheckLibraryExists) include(CheckLibraryExists)
# Get mkl_include_dir
set(mkl_include_search_path
/opt/intel/mkl/include
/opt/intel/include
)
find_path(mkl_include_dir mkl_version.h ${mkl_include_search_path})
# Search for the needed libraries from the MKL. We will try to link against the mkl_rt # Search for the needed libraries from the MKL. We will try to link against the mkl_rt
# file first since this way avoids linking bugs in some cases. # file first since this way avoids linking bugs in some cases.
...@@ -86,6 +98,7 @@ if (UNIX) ...@@ -86,6 +98,7 @@ if (UNIX)
mark_as_advanced( mkl_rt ) mark_as_advanced( mkl_rt )
# if we found the MKL # if we found the MKL
if ( mkl_rt) if ( mkl_rt)
set(mkl_libraries ${mkl_rt} )
set(blas_libraries ${mkl_rt} ) set(blas_libraries ${mkl_rt} )
set(lapack_libraries ${mkl_rt} ) set(lapack_libraries ${mkl_rt} )
set(blas_found 1) set(blas_found 1)
...@@ -94,7 +107,6 @@ if (UNIX) ...@@ -94,7 +107,6 @@ if (UNIX)
message(STATUS "Found Intel MKL BLAS/LAPACK library") message(STATUS "Found Intel MKL BLAS/LAPACK library")
endif() endif()
if (NOT found_intel_mkl) if (NOT found_intel_mkl)
# Search for the needed libraries from the MKL. This time try looking for a different # Search for the needed libraries from the MKL. This time try looking for a different
# set of MKL files and try to link against those. # set of MKL files and try to link against those.
...@@ -106,6 +118,7 @@ if (UNIX) ...@@ -106,6 +118,7 @@ if (UNIX)
mark_as_advanced( mkl_intel mkl_core mkl_thread mkl_iomp mkl_pthread) mark_as_advanced( mkl_intel mkl_core mkl_thread mkl_iomp mkl_pthread)
# If we found the MKL # If we found the MKL
if (mkl_intel AND mkl_core AND mkl_thread AND mkl_iomp AND mkl_pthread) if (mkl_intel AND mkl_core AND mkl_thread AND mkl_iomp AND mkl_pthread)
set(mkl_libraries ${mkl_intel} ${mkl_core} ${mkl_thread} ${mkl_iomp} ${mkl_pthread})
set(blas_libraries ${mkl_intel} ${mkl_core} ${mkl_thread} ${mkl_iomp} ${mkl_pthread}) set(blas_libraries ${mkl_intel} ${mkl_core} ${mkl_thread} ${mkl_iomp} ${mkl_pthread})
set(lapack_libraries ${mkl_intel} ${mkl_core} ${mkl_thread} ${mkl_iomp} ${mkl_pthread}) set(lapack_libraries ${mkl_intel} ${mkl_core} ${mkl_thread} ${mkl_iomp} ${mkl_pthread})
set(blas_found 1) set(blas_found 1)
...@@ -115,6 +128,9 @@ if (UNIX) ...@@ -115,6 +128,9 @@ if (UNIX)
endif() endif()
endif() endif()
if (found_intel_mkl AND mkl_include_dir)
set(found_intel_mkl_headers 1)
endif()
# try to find some other LAPACK libraries if we didn't find the MKL # try to find some other LAPACK libraries if we didn't find the MKL
set(extra_paths set(extra_paths
......
dlib/config.h.in
View file @ 7fade569
...@@ -23,3 +23,4 @@ ...@@ -23,3 +23,4 @@
#cmakedefine DLIB_USE_BLAS #cmakedefine DLIB_USE_BLAS
#cmakedefine DLIB_USE_LAPACK #cmakedefine DLIB_USE_LAPACK
#cmakedefine DLIB_USE_CUDA #cmakedefine DLIB_USE_CUDA
#cmakedefine DLIB_USE_MKL_FFT
dlib/matrix/matrix_fft.h
View file @ 7fade569
...@@ -8,6 +8,9 @@ ...@@ -8,6 +8,9 @@
#include "../hash.h" #include "../hash.h"
#include "../algs.h" #include "../algs.h"
#ifdef DLIB_USE_MKL_FFT
#include <mkl_dfti.h>
#endif
// No using FFTW until it becomes thread safe! // No using FFTW until it becomes thread safe!
#if 0 #if 0
...@@ -614,6 +617,206 @@ namespace dlib ...@@ -614,6 +617,206 @@ namespace dlib
// ---------------------------------------------------------------------------------------- // ----------------------------------------------------------------------------------------
#ifdef DLIB_USE_MKL_FFT
#define DLIB_DFTI_CHECK_STATUS(s) \
if((s) != 0 && !DftiErrorClass((s), DFTI_NO_ERROR)) \
{ \
throw dlib::error(DftiErrorMessage((s))); \
}
template < long NR, long NC, typename MM, typename L >
matrix<std::complex<double>,NR,NC,MM,L> call_mkl_fft(
const matrix<std::complex<double>,NR,NC,MM,L>& data,
bool do_backward_fft)
{
// make sure requires clause is not broken
DLIB_CASSERT(is_power_of_two(data.nr()) && is_power_of_two(data.nc()),
"\t matrix fft(data)"
<< "\n\t The number of rows and columns must be powers of two."
<< "\n\t data.nr(): "<< data.nr()
<< "\n\t data.nc(): "<< data.nc()
<< "\n\t is_power_of_two(data.nr()): " << is_power_of_two(data.nr())
<< "\n\t is_power_of_two(data.nc()): " << is_power_of_two(data.nc())
);
if (data.size() == 0)
return data;
DFTI_DESCRIPTOR_HANDLE h;
MKL_LONG status;
if (data.nr() == 1 || data.nc() == 1)
{
status = DftiCreateDescriptor(&h, DFTI_DOUBLE, DFTI_COMPLEX, 1, data.size());
DLIB_DFTI_CHECK_STATUS(status);
}
else
{
MKL_LONG size[2];
size[0] = data.nr();
size[1] = data.nc();
status = DftiCreateDescriptor(&h, DFTI_DOUBLE, DFTI_COMPLEX, 2, size);
DLIB_DFTI_CHECK_STATUS(status);
MKL_LONG strides[3];
strides[0] = 0;
strides[1] = size[1];
strides[2] = 1;
status = DftiSetValue(h, DFTI_INPUT_STRIDES, strides);
DLIB_DFTI_CHECK_STATUS(status);
status = DftiSetValue(h, DFTI_OUTPUT_STRIDES, strides);
DLIB_DFTI_CHECK_STATUS(status);
}
status = DftiSetValue(h, DFTI_PLACEMENT, DFTI_NOT_INPLACE);
DLIB_DFTI_CHECK_STATUS(status);
// Unless we use sequential mode, the fft results are not correct.
status = DftiSetValue(h, DFTI_THREAD_LIMIT, 1);
DLIB_DFTI_CHECK_STATUS(status);
status = DftiCommitDescriptor(h);
DLIB_DFTI_CHECK_STATUS(status);
matrix<std::complex<double>,NR,NC,MM,L> out(data.nr(), data.nc());
if (do_backward_fft)
status = DftiComputeBackward(h, (void *)(&data(0, 0)), &out(0,0));
else
status = DftiComputeForward(h, (void *)(&data(0, 0)), &out(0,0));
DLIB_DFTI_CHECK_STATUS(status);
status = DftiFreeDescriptor(&h);
DLIB_DFTI_CHECK_STATUS(status);
return out;
}
template < long NR, long NC, typename MM, typename L >
void call_mkl_fft_inplace(
matrix<std::complex<double>,NR,NC,MM,L>& data,
bool do_backward_fft
)
{
// make sure requires clause is not broken
DLIB_CASSERT(is_power_of_two(data.nr()) && is_power_of_two(data.nc()),
"\t void ifft_inplace(data)"
<< "\n\t The number of rows and columns must be powers of two."
<< "\n\t data.nr(): "<< data.nr()
<< "\n\t data.nc(): "<< data.nc()
<< "\n\t is_power_of_two(data.nr()): " << is_power_of_two(data.nr())
<< "\n\t is_power_of_two(data.nc()): " << is_power_of_two(data.nc())
);
if (data.size() == 0)
return;
DFTI_DESCRIPTOR_HANDLE h;
MKL_LONG status;
if (data.nr() == 1 || data.nc() == 1)
{
status = DftiCreateDescriptor(&h, DFTI_DOUBLE, DFTI_COMPLEX, 1, data.size());
DLIB_DFTI_CHECK_STATUS(status);
}
else
{
MKL_LONG size[2];
size[0] = data.nr();
size[1] = data.nc();
status = DftiCreateDescriptor(&h, DFTI_DOUBLE, DFTI_COMPLEX, 2, size);
DLIB_DFTI_CHECK_STATUS(status);
MKL_LONG strides[3];
strides[0] = 0;
strides[1] = size[1];
strides[2] = 1;
status = DftiSetValue(h, DFTI_INPUT_STRIDES, strides);
DLIB_DFTI_CHECK_STATUS(status);
}
// Unless we use sequential mode, the fft results are not correct.
status = DftiSetValue(h, DFTI_THREAD_LIMIT, 1);
DLIB_DFTI_CHECK_STATUS(status);
status = DftiCommitDescriptor(h);
DLIB_DFTI_CHECK_STATUS(status);
if (do_backward_fft)
status = DftiComputeBackward(h, &data(0, 0));
else
status = DftiComputeForward(h, &data(0, 0));
DLIB_DFTI_CHECK_STATUS(status);
status = DftiFreeDescriptor(&h);
DLIB_DFTI_CHECK_STATUS(status);
return;
}
// ----------------------------------------------------------------------------------------
// Call the MKL DFTI implementation in these cases
inline matrix<std::complex<double>,0,1> fft (const matrix<std::complex<double>,0,1>& data)
{
return call_mkl_fft(data, false);
}
inline matrix<std::complex<double>,0,1> ifft(const matrix<std::complex<double>,0,1>& data)
{
return call_mkl_fft(data, true) / data.size();
}
inline matrix<std::complex<double>,1,0> fft (const matrix<std::complex<double>,1,0>& data)
{
return call_mkl_fft(data, false);
}
inline matrix<std::complex<double>,1,0> ifft(const matrix<std::complex<double>,1,0>& data)
{
return call_mkl_fft(data, true) / data.size();
}
inline matrix<std::complex<double> > fft (const matrix<std::complex<double> >& data)
{
return call_mkl_fft(data, false);
}
inline matrix<std::complex<double> > ifft(const matrix<std::complex<double> >& data)
{
return call_mkl_fft(data, true) / data.size();
}
inline void fft_inplace (matrix<std::complex<double>,0,1>& data)
{
call_mkl_fft_inplace(data, false);
}
inline void ifft_inplace(matrix<std::complex<double>,0,1>& data)
{
call_mkl_fft_inplace(data, true);
}
inline void fft_inplace (matrix<std::complex<double>,1,0>& data)
{
call_mkl_fft_inplace(data, false);
}
inline void ifft_inplace(matrix<std::complex<double>,1,0>& data)
{
call_mkl_fft_inplace(data, true);
}
inline void fft_inplace (matrix<std::complex<double> >& data)
{
call_mkl_fft_inplace(data, false);
}
inline void ifft_inplace(matrix<std::complex<double> >& data)
{
call_mkl_fft_inplace(data, true);
}
#endif // DLIB_USE_MKL_FFT
// ----------------------------------------------------------------------------------------
} }
#endif // DLIB_FFt_Hh_ #endif // DLIB_FFt_Hh_
......
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