From 05be622c3043f45892e3901218fae711753117bd Mon Sep 17 00:00:00 2001 From: Alessandro Pasotti Date: Tue, 10 Apr 2018 08:50:12 +0200 Subject: [PATCH 01/86] OpenCL POC 1 --- CMakeLists.txt | 13 + cmake_templates/qgsconfig.h.in | 2 + src/analysis/CMakeLists.txt | 12 + src/analysis/raster/qgsninecellfilter.cpp | 320 ++++++++++++++++++++-- 4 files changed, 322 insertions(+), 25 deletions(-) diff --git a/CMakeLists.txt b/CMakeLists.txt index 22bbcae9f7f..a4f1a59c2a4 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -28,6 +28,19 @@ MESSAGE(STATUS "QGIS version: ${COMPLETE_VERSION} ${RELEASE_NAME} (${QGIS_VERSIO ############################################################# +# Configure OpenCL if available + +option(USE_OPENCL "Use OpenCL" ON) +if (USE_OPENCL) + FIND_PACKAGE(OpenCL) + if(${OpenCL_FOUND}) + SET (USE_OPENCL TRUE CACHE BOOL "Use OpenCL") + IF(USE_OPENCL) + SET(HAVE_OPENCL TRUE) + ENDIF(USE_OPENCL) + endif(${OpenCL_FOUND}) +endif(USE_OPENCL) + # Configure CCache if available IF(NOT MSVC) option(USE_CCACHE "Use ccache" ON) diff --git a/cmake_templates/qgsconfig.h.in b/cmake_templates/qgsconfig.h.in index 2310ac83d9e..e267d32e5af 100644 --- a/cmake_templates/qgsconfig.h.in +++ b/cmake_templates/qgsconfig.h.in @@ -57,6 +57,8 @@ #cmakedefine HAVE_SERVER_PYTHON_PLUGINS +#cmakedefine HAVE_OPENCL + #cmakedefine ENABLE_MODELTEST #cmakedefine HAVE_3D diff --git a/src/analysis/CMakeLists.txt b/src/analysis/CMakeLists.txt index 244cbf90fad..f51ee3d3e84 100755 --- a/src/analysis/CMakeLists.txt +++ b/src/analysis/CMakeLists.txt @@ -300,8 +300,15 @@ INCLUDE_DIRECTORIES(SYSTEM ${GEOS_INCLUDE_DIR} ${GDAL_INCLUDE_DIR} ${SQLITE3_INCLUDE_DIR} + ${OpenCL_INCLUDE_DIRS} ) +IF(HAVE_OPENCL) + INCLUDE_DIRECTORIES(${OpenCL_LIBRARIES}) +ENDIF(HAVE_OPENCL) + + + ############################################################# # qgis_analysis library @@ -353,6 +360,11 @@ ENDIF (NOT ANDROID) TARGET_LINK_LIBRARIES(qgis_analysis qgis_core) +IF(HAVE_OPENCL) + TARGET_LINK_LIBRARIES(qgis_analysis ${OpenCL_LIBRARIES}) +ENDIF(HAVE_OPENCL) + + # clang-tidy IF(CLANG_TIDY_EXE) SET_TARGET_PROPERTIES( diff --git a/src/analysis/raster/qgsninecellfilter.cpp b/src/analysis/raster/qgsninecellfilter.cpp index ae0054d705a..805017db7f4 100644 --- a/src/analysis/raster/qgsninecellfilter.cpp +++ b/src/analysis/raster/qgsninecellfilter.cpp @@ -21,6 +21,16 @@ #include "qgsfeedback.h" #include "qgsogrutils.h" #include +#include "qdebug.h" + +#ifdef HAVE_OPENCL +#ifdef __APPLE__ +#include +#else +#include +#endif +#endif + QgsNineCellFilter::QgsNineCellFilter( const QString &inputFile, const QString &outputFile, const QString &outputFormat ) : mInputFile( inputFile ) @@ -32,6 +42,8 @@ QgsNineCellFilter::QgsNineCellFilter( const QString &inputFile, const QString &o int QgsNineCellFilter::processRaster( QgsFeedback *feedback ) { + + GDALAllRegister(); //open input file @@ -77,13 +89,196 @@ int QgsNineCellFilter::processRaster( QgsFeedback *feedback ) return 6; } - //keep only three scanlines in memory at a time - float *scanLine1 = ( float * ) CPLMalloc( sizeof( float ) * xSize ); - float *scanLine2 = ( float * ) CPLMalloc( sizeof( float ) * xSize ); - float *scanLine3 = ( float * ) CPLMalloc( sizeof( float ) * xSize ); + //keep only three scanlines in memory at a time, make room for initial and final nodata + float *scanLine1 = ( float * ) CPLMalloc( sizeof( float ) * ( xSize + 2 ) ); + float *scanLine2 = ( float * ) CPLMalloc( sizeof( float ) * ( xSize + 2 ) ); + float *scanLine3 = ( float * ) CPLMalloc( sizeof( float ) * ( xSize + 2 ) ); float *resultLine = ( float * ) CPLMalloc( sizeof( float ) * xSize ); +#ifdef HAVE_OPENCL + // TODO: move to utils and check for errors + + // Get platform and device information + cl_platform_id platform_id = NULL; + cl_device_id device_id = NULL; + cl_uint ret_num_devices; + cl_uint ret_num_platforms; + cl_int ret = clGetPlatformIDs( 1, &platform_id, &ret_num_platforms ); + ret = clGetDeviceIDs( platform_id, CL_DEVICE_TYPE_ALL, 1, + &device_id, &ret_num_devices ); + + // Create an OpenCL context + cl_context context = clCreateContext( NULL, 1, &device_id, NULL, NULL, &ret ); + + // Create a command queue + cl_command_queue command_queue = clCreateCommandQueue( context, device_id, 0, &ret ); + + // Create memory buffers on the device for each vector + cl_mem scanLine1_mem_obj = clCreateBuffer( context, CL_MEM_READ_ONLY, + sizeof( float ) * ( xSize + 2 ), NULL, &ret ); + cl_mem scanLine2_mem_obj = clCreateBuffer( context, CL_MEM_READ_ONLY, + sizeof( float ) * ( xSize + 2 ), NULL, &ret ); + cl_mem scanLine3_mem_obj = clCreateBuffer( context, CL_MEM_READ_ONLY, + sizeof( float ) * ( xSize + 2 ), NULL, &ret ); + + // TODO: constants + cl_mem inputNodataValue_mem_obj = clCreateBuffer( context, CL_MEM_READ_ONLY, + sizeof( float ), NULL, &ret ); + cl_mem outputNodataValue_mem_obj = clCreateBuffer( context, CL_MEM_READ_ONLY, + sizeof( float ), NULL, &ret ); + cl_mem zFactor_mem_obj = clCreateBuffer( context, CL_MEM_READ_ONLY, + sizeof( float ), NULL, &ret ); + cl_mem cellSizeX_mem_obj = clCreateBuffer( context, CL_MEM_READ_ONLY, + sizeof( float ), NULL, &ret ); + cl_mem cellSizeY_mem_obj = clCreateBuffer( context, CL_MEM_READ_ONLY, + sizeof( float ), NULL, &ret ); + + cl_mem resultLine_mem_obj = clCreateBuffer( context, CL_MEM_WRITE_ONLY, + sizeof( float ) * xSize, NULL, &ret ); + + + const char *source_str = R"pgm( + + #pragma OPENCL EXTENSION cl_khr_fp64 : enable + + float calcFirstDer( float x11, float x21, float x31, float x12, float x22, float x32, float x13, float x23, float x33, + float mInputNodataValue, float mOutputNodataValue, float mZFactor, float mCellSize ) + { + //the basic formula would be simple, but we need to test for nodata values... + //X: return (( (x31 - x11) + 2 * (x32 - x12) + (x33 - x13) ) / (8 * mCellSizeX)); + //Y: return (((x11 - x13) + 2 * (x21 - x23) + (x31 - x33)) / ( 8 * mCellSizeY)); + + int weight = 0; + double sum = 0; + + //first row + if ( x31 != mInputNodataValue && x11 != mInputNodataValue ) //the normal case + { + sum += ( x31 - x11 ); + weight += 2; + } + else if ( x31 == mInputNodataValue && x11 != mInputNodataValue && x21 != mInputNodataValue ) //probably 3x3 window is at the border + { + sum += ( x21 - x11 ); + weight += 1; + } + else if ( x11 == mInputNodataValue && x31 != mInputNodataValue && x21 != mInputNodataValue ) //probably 3x3 window is at the border + { + sum += ( x31 - x21 ); + weight += 1; + } + + //second row + if ( x32 != mInputNodataValue && x12 != mInputNodataValue ) //the normal case + { + sum += 2 * ( x32 - x12 ); + weight += 4; + } + else if ( x32 == mInputNodataValue && x12 != mInputNodataValue && x22 != mInputNodataValue ) + { + sum += 2 * ( x22 - x12 ); + weight += 2; + } + else if ( x12 == mInputNodataValue && x32 != mInputNodataValue && x22 != mInputNodataValue ) + { + sum += 2 * ( x32 - x22 ); + weight += 2; + } + + //third row + if ( x33 != mInputNodataValue && x13 != mInputNodataValue ) //the normal case + { + sum += ( x33 - x13 ); + weight += 2; + } + else if ( x33 == mInputNodataValue && x13 != mInputNodataValue && x23 != mInputNodataValue ) + { + sum += ( x23 - x13 ); + weight += 1; + } + else if ( x13 == mInputNodataValue && x33 != mInputNodataValue && x23 != mInputNodataValue ) + { + sum += ( x33 - x23 ); + weight += 1; + } + + if ( weight == 0 ) + { + return mOutputNodataValue; + } + + return sum / ( weight * mCellSize ) * mZFactor; + } + + + __kernel void processNineCellWindow( __global float *scanLine1, + __global float *scanLine2, + __global float *scanLine3, + __global float *resultLine, + __global float *mInputNodataValue, + __global float *mOutputNodataValue, + __global float *mZFactor, + __global float *mCellSizeX, + __global float *mCellSizeY + ) { + + // Get the index of the current element + int i = get_global_id(0); + + // Do the operation + //return (( (x31 - x11) + 2 * (x32 - x12) + (x33 - x13) ) / (8 * mCellSizeX)) + float derX = calcFirstDer( scanLine1[i], scanLine2[i], scanLine3[i], + scanLine1[i+1], scanLine2[i+1], scanLine3[i+1], + scanLine1[i+2], scanLine2[i+2], scanLine3[i+2], + *mInputNodataValue, *mOutputNodataValue, *mZFactor, *mCellSizeX + ); + //return (((x11 - x13) + 2 * (x21 - x23) + (x31 - x33)) / ( 8 * mCellSizeY)); + float derY = calcFirstDer( scanLine1[i+2], scanLine1[i+1], scanLine1[i], + scanLine2[i+2], scanLine2[i+1], scanLine2[i], + scanLine3[i+2], scanLine3[i+1], scanLine3[i], + *mInputNodataValue, *mOutputNodataValue, *mZFactor, *mCellSizeY + ); + + if ( derX == *mOutputNodataValue || derY == *mOutputNodataValue ) + { + resultLine[i] = *mOutputNodataValue; + } + else + { + resultLine[i] = atan( sqrt( derX * derX + derY * derY ) ) * 180.0 / M_PI; + } + } + )pgm"; + // Create a program from the kernel source + + Q_ASSERT( ret == 0 ); + + size_t source_size = strlen( source_str ); + cl_program program = clCreateProgramWithSource( context, 1, + ( const char ** )&source_str, ( const size_t * )&source_size, &ret ); + + // Build the program + ret = clBuildProgram( program, 1, &device_id, NULL, NULL, NULL ); + + if ( ret != 0 ) + { + char *program_log; + size_t log_size; + /* Find size of log and print to std output */ + clGetProgramBuildInfo( program, device_id, CL_PROGRAM_BUILD_LOG, + 0, NULL, &log_size ); + program_log = ( char * ) malloc( log_size + 1 ); + program_log[log_size] = '\0'; + clGetProgramBuildInfo( program, device_id, CL_PROGRAM_BUILD_LOG, + log_size + 1, program_log, NULL ); + qDebug() << program_log; + free( program_log ); + } + +#endif + + //values outside the layer extent (if the 3x3 window is on the border) are sent to the processing method as (input) nodata values for ( int i = 0; i < ySize; ++i ) { @@ -100,11 +295,12 @@ int QgsNineCellFilter::processRaster( QgsFeedback *feedback ) if ( i == 0 ) { //fill scanline 1 with (input) nodata for the values above the first row and feed scanline2 with the first row - for ( int a = 0; a < xSize; ++a ) + for ( int a = 0; a < xSize + 2 ; ++a ) { scanLine1[a] = mInputNodataValue; } - if ( GDALRasterIO( rasterBand, GF_Read, 0, 0, xSize, 1, scanLine2, xSize, 1, GDT_Float32, 0, 0 ) != CE_None ) + // Read scanline2 + if ( GDALRasterIO( rasterBand, GF_Read, 0, 0, xSize, 1, &scanLine2[1], xSize, 1, GDT_Float32, 0, 0 ) != CE_None ) { QgsDebugMsg( "Raster IO Error" ); } @@ -115,41 +311,113 @@ int QgsNineCellFilter::processRaster( QgsFeedback *feedback ) CPLFree( scanLine1 ); scanLine1 = scanLine2; scanLine2 = scanLine3; - scanLine3 = ( float * ) CPLMalloc( sizeof( float ) * xSize ); + scanLine3 = ( float * ) CPLMalloc( sizeof( float ) * ( xSize + 2 ) ); } + // Read scanline 3 if ( i == ySize - 1 ) //fill the row below the bottom with nodata values { - for ( int a = 0; a < xSize; ++a ) + for ( int a = 0; a < xSize + 2; ++a ) { scanLine3[a] = mInputNodataValue; } } else { - if ( GDALRasterIO( rasterBand, GF_Read, 0, i + 1, xSize, 1, scanLine3, xSize, 1, GDT_Float32, 0, 0 ) != CE_None ) + if ( GDALRasterIO( rasterBand, GF_Read, 0, i + 1, xSize, 1, &scanLine3[1], xSize, 1, GDT_Float32, 0, 0 ) != CE_None ) { QgsDebugMsg( "Raster IO Error" ); } } - for ( int j = 0; j < xSize; ++j ) + scanLine1[0] = scanLine1[xSize + 1] = mInputNodataValue; + scanLine2[0] = scanLine2[xSize + 1] = mInputNodataValue; + scanLine3[0] = scanLine3[xSize + 1] = mInputNodataValue; + +#ifdef HAVE_OPENCL + // Copy the scan lines to their respective memory buffers + ret = clEnqueueWriteBuffer( command_queue, scanLine1_mem_obj, CL_TRUE, 0, + sizeof( float ) * ( xSize + 2 ), scanLine1, 0, NULL, NULL ); + ret = clEnqueueWriteBuffer( command_queue, scanLine2_mem_obj, CL_TRUE, 0, + sizeof( float ) * ( xSize + 2 ), scanLine2, 0, NULL, NULL ); + ret = clEnqueueWriteBuffer( command_queue, scanLine3_mem_obj, CL_TRUE, 0, + sizeof( float ) * ( xSize + 2 ), scanLine3, 0, NULL, NULL ); + + ret = clEnqueueWriteBuffer( command_queue, inputNodataValue_mem_obj, CL_TRUE, 0, + sizeof( float ), &mInputNodataValue, 0, NULL, NULL ); + ret = clEnqueueWriteBuffer( command_queue, outputNodataValue_mem_obj, CL_TRUE, 0, + sizeof( float ), &mOutputNodataValue, 0, NULL, NULL ); + ret = clEnqueueWriteBuffer( command_queue, zFactor_mem_obj, CL_TRUE, 0, + sizeof( float ), &mZFactor, 0, NULL, NULL ); + ret = clEnqueueWriteBuffer( command_queue, cellSizeX_mem_obj, CL_TRUE, 0, + sizeof( float ), &mCellSizeX, 0, NULL, NULL ); + ret = clEnqueueWriteBuffer( command_queue, cellSizeY_mem_obj, CL_TRUE, 0, + sizeof( float ), &mCellSizeY, 0, NULL, NULL ); + + + // Create the OpenCL kernel + cl_kernel kernel = clCreateKernel( program, "processNineCellWindow", &ret ); + + Q_ASSERT( ret == 0 ); + + // Set the arguments of the kernel + ret = ret || clSetKernelArg( kernel, 0, sizeof( cl_mem ), ( void * )&scanLine1_mem_obj ); + ret = ret || clSetKernelArg( kernel, 1, sizeof( cl_mem ), ( void * )&scanLine2_mem_obj ); + ret = ret || clSetKernelArg( kernel, 2, sizeof( cl_mem ), ( void * )&scanLine3_mem_obj ); + ret = ret || clSetKernelArg( kernel, 3, sizeof( cl_mem ), ( void * )&resultLine_mem_obj ); + ret = ret || clSetKernelArg( kernel, 4, sizeof( cl_mem ), ( void * )&inputNodataValue_mem_obj ); + ret = ret || clSetKernelArg( kernel, 5, sizeof( cl_mem ), ( void * )&outputNodataValue_mem_obj ); + ret = ret || clSetKernelArg( kernel, 6, sizeof( cl_mem ), ( void * )&zFactor_mem_obj ); + ret = ret || clSetKernelArg( kernel, 7, sizeof( cl_mem ), ( void * )&cellSizeX_mem_obj ); + ret = ret || clSetKernelArg( kernel, 8, sizeof( cl_mem ), ( void * )&cellSizeY_mem_obj ); + + Q_ASSERT( ret == 0 ); + + // Execute the OpenCL kernel on the scan line + size_t global_item_size = xSize; // Process the entire lists + //size_t local_item_size = 64; // Process in groups of 64 (or NULL for auto) + //ret = clEnqueueNDRangeKernel(command_queue, kernel, 1, NULL, + // &global_item_size, &local_item_size, 0, NULL, NULL); + ret = clEnqueueNDRangeKernel( command_queue, kernel, 1, NULL, + &global_item_size, NULL, 0, NULL, NULL ); + + Q_ASSERT( ret == 0 ); + + ret = clEnqueueReadBuffer( command_queue, resultLine_mem_obj, CL_TRUE, 0, + xSize * sizeof( float ), resultLine, 0, NULL, NULL ); + + + if ( GDALRasterIO( outputRasterBand, GF_Write, 0, i, xSize, 1, resultLine, xSize, 1, GDT_Float32, 0, 0 ) != CE_None ) { - if ( j == 0 ) - { - resultLine[j] = processNineCellWindow( &mInputNodataValue, &scanLine1[j], &scanLine1[j + 1], &mInputNodataValue, &scanLine2[j], - &scanLine2[j + 1], &mInputNodataValue, &scanLine3[j], &scanLine3[j + 1] ); - } - else if ( j == xSize - 1 ) - { - resultLine[j] = processNineCellWindow( &scanLine1[j - 1], &scanLine1[j], &mInputNodataValue, &scanLine2[j - 1], &scanLine2[j], - &mInputNodataValue, &scanLine3[j - 1], &scanLine3[j], &mInputNodataValue ); - } - else - { - resultLine[j] = processNineCellWindow( &scanLine1[j - 1], &scanLine1[j], &scanLine1[j + 1], &scanLine2[j - 1], &scanLine2[j], - &scanLine2[j + 1], &scanLine3[j - 1], &scanLine3[j], &scanLine3[j + 1] ); - } + QgsDebugMsg( "Raster IO Error" ); + } + + qDebug() << resultLine[1]; + + ret = clReleaseKernel( kernel ); + + } + + // Clean up + ret = clFlush( command_queue ); + ret = clFinish( command_queue ); + ret = clReleaseProgram( program ); + ret = clReleaseMemObject( scanLine1_mem_obj ); + ret = clReleaseMemObject( scanLine2_mem_obj ); + ret = clReleaseMemObject( scanLine3_mem_obj ); + ret = clReleaseMemObject( resultLine_mem_obj ); + ret = clReleaseCommandQueue( command_queue ); + ret = clReleaseContext( context ); + +#else + + // j is the x axis index, skip 0 and last cell that hve been filled with nodata + for ( int j = 0; j < xSize ; ++j ) + { + resultLine[ j ] = processNineCellWindow( &scanLine1[ j ], &scanLine1[ j + 1 ], &scanLine1[ j + 2 ], + &scanLine2[ j ], &scanLine2[ j + 1 ], &scanLine2[ j + 2 ], + &scanLine3[ j ], &scanLine3[ j + 1 ], &scanLine3[ j + 2 ] ); + } if ( GDALRasterIO( outputRasterBand, GF_Write, 0, i, xSize, 1, resultLine, xSize, 1, GDT_Float32, 0, 0 ) != CE_None ) @@ -157,6 +425,8 @@ int QgsNineCellFilter::processRaster( QgsFeedback *feedback ) QgsDebugMsg( "Raster IO Error" ); } } +#endif + CPLFree( resultLine ); CPLFree( scanLine1 ); From 0c3cb688e13a5501ae3cbd5f977e0c6c0c8a43ba Mon Sep 17 00:00:00 2001 From: Alessandro Pasotti Date: Tue, 10 Apr 2018 16:34:28 +0200 Subject: [PATCH 02/86] Working but crashing on dealloc of command queue --- src/analysis/raster/qgsninecellfilter.cpp | 161 +++++----------------- src/analysis/raster/slope.cl | 111 +++++++++++++++ 2 files changed, 142 insertions(+), 130 deletions(-) create mode 100644 src/analysis/raster/slope.cl diff --git a/src/analysis/raster/qgsninecellfilter.cpp b/src/analysis/raster/qgsninecellfilter.cpp index 805017db7f4..5ceb5f41240 100644 --- a/src/analysis/raster/qgsninecellfilter.cpp +++ b/src/analysis/raster/qgsninecellfilter.cpp @@ -21,7 +21,7 @@ #include "qgsfeedback.h" #include "qgsogrutils.h" #include -#include "qdebug.h" +#include #ifdef HAVE_OPENCL #ifdef __APPLE__ @@ -128,128 +128,25 @@ int QgsNineCellFilter::processRaster( QgsFeedback *feedback ) cl_mem outputNodataValue_mem_obj = clCreateBuffer( context, CL_MEM_READ_ONLY, sizeof( float ), NULL, &ret ); cl_mem zFactor_mem_obj = clCreateBuffer( context, CL_MEM_READ_ONLY, - sizeof( float ), NULL, &ret ); + sizeof( double ), NULL, &ret ); cl_mem cellSizeX_mem_obj = clCreateBuffer( context, CL_MEM_READ_ONLY, - sizeof( float ), NULL, &ret ); + sizeof( double ), NULL, &ret ); cl_mem cellSizeY_mem_obj = clCreateBuffer( context, CL_MEM_READ_ONLY, - sizeof( float ), NULL, &ret ); + sizeof( double ), NULL, &ret ); cl_mem resultLine_mem_obj = clCreateBuffer( context, CL_MEM_WRITE_ONLY, sizeof( float ) * xSize, NULL, &ret ); - const char *source_str = R"pgm( + char *source_str = new char [QFileInfo( "/home/ale/dev/QGIS/src/analysis/raster/slope.cl" ).size() + 1]; - #pragma OPENCL EXTENSION cl_khr_fp64 : enable + QFile file( "/home/ale/dev/QGIS/src/analysis/raster/slope.cl" ); + file.open( QIODevice::ReadOnly | QIODevice::Text ); - float calcFirstDer( float x11, float x21, float x31, float x12, float x22, float x32, float x13, float x23, float x33, - float mInputNodataValue, float mOutputNodataValue, float mZFactor, float mCellSize ) - { - //the basic formula would be simple, but we need to test for nodata values... - //X: return (( (x31 - x11) + 2 * (x32 - x12) + (x33 - x13) ) / (8 * mCellSizeX)); - //Y: return (((x11 - x13) + 2 * (x21 - x23) + (x31 - x33)) / ( 8 * mCellSizeY)); + file.read( source_str, file.size() ); + source_str[QFileInfo( "/home/ale/dev/QGIS/src/analysis/raster/slope.cl" ).size()] = '\0'; + file.close(); - int weight = 0; - double sum = 0; - - //first row - if ( x31 != mInputNodataValue && x11 != mInputNodataValue ) //the normal case - { - sum += ( x31 - x11 ); - weight += 2; - } - else if ( x31 == mInputNodataValue && x11 != mInputNodataValue && x21 != mInputNodataValue ) //probably 3x3 window is at the border - { - sum += ( x21 - x11 ); - weight += 1; - } - else if ( x11 == mInputNodataValue && x31 != mInputNodataValue && x21 != mInputNodataValue ) //probably 3x3 window is at the border - { - sum += ( x31 - x21 ); - weight += 1; - } - - //second row - if ( x32 != mInputNodataValue && x12 != mInputNodataValue ) //the normal case - { - sum += 2 * ( x32 - x12 ); - weight += 4; - } - else if ( x32 == mInputNodataValue && x12 != mInputNodataValue && x22 != mInputNodataValue ) - { - sum += 2 * ( x22 - x12 ); - weight += 2; - } - else if ( x12 == mInputNodataValue && x32 != mInputNodataValue && x22 != mInputNodataValue ) - { - sum += 2 * ( x32 - x22 ); - weight += 2; - } - - //third row - if ( x33 != mInputNodataValue && x13 != mInputNodataValue ) //the normal case - { - sum += ( x33 - x13 ); - weight += 2; - } - else if ( x33 == mInputNodataValue && x13 != mInputNodataValue && x23 != mInputNodataValue ) - { - sum += ( x23 - x13 ); - weight += 1; - } - else if ( x13 == mInputNodataValue && x33 != mInputNodataValue && x23 != mInputNodataValue ) - { - sum += ( x33 - x23 ); - weight += 1; - } - - if ( weight == 0 ) - { - return mOutputNodataValue; - } - - return sum / ( weight * mCellSize ) * mZFactor; - } - - - __kernel void processNineCellWindow( __global float *scanLine1, - __global float *scanLine2, - __global float *scanLine3, - __global float *resultLine, - __global float *mInputNodataValue, - __global float *mOutputNodataValue, - __global float *mZFactor, - __global float *mCellSizeX, - __global float *mCellSizeY - ) { - - // Get the index of the current element - int i = get_global_id(0); - - // Do the operation - //return (( (x31 - x11) + 2 * (x32 - x12) + (x33 - x13) ) / (8 * mCellSizeX)) - float derX = calcFirstDer( scanLine1[i], scanLine2[i], scanLine3[i], - scanLine1[i+1], scanLine2[i+1], scanLine3[i+1], - scanLine1[i+2], scanLine2[i+2], scanLine3[i+2], - *mInputNodataValue, *mOutputNodataValue, *mZFactor, *mCellSizeX - ); - //return (((x11 - x13) + 2 * (x21 - x23) + (x31 - x33)) / ( 8 * mCellSizeY)); - float derY = calcFirstDer( scanLine1[i+2], scanLine1[i+1], scanLine1[i], - scanLine2[i+2], scanLine2[i+1], scanLine2[i], - scanLine3[i+2], scanLine3[i+1], scanLine3[i], - *mInputNodataValue, *mOutputNodataValue, *mZFactor, *mCellSizeY - ); - - if ( derX == *mOutputNodataValue || derY == *mOutputNodataValue ) - { - resultLine[i] = *mOutputNodataValue; - } - else - { - resultLine[i] = atan( sqrt( derX * derX + derY * derY ) ) * 180.0 / M_PI; - } - } - )pgm"; // Create a program from the kernel source Q_ASSERT( ret == 0 ); @@ -272,10 +169,16 @@ int QgsNineCellFilter::processRaster( QgsFeedback *feedback ) program_log[log_size] = '\0'; clGetProgramBuildInfo( program, device_id, CL_PROGRAM_BUILD_LOG, log_size + 1, program_log, NULL ); - qDebug() << program_log; + QgsDebugMsgLevel( QStringLiteral( "Error building OpenCL program: %1" ).arg( program_log ), 1 ); free( program_log ); } + + // Create the OpenCL kernel + cl_kernel kernel = clCreateKernel( program, "processNineCellWindow", &ret ); + + Q_ASSERT( ret == 0 ); + #endif @@ -329,7 +232,7 @@ int QgsNineCellFilter::processRaster( QgsFeedback *feedback ) QgsDebugMsg( "Raster IO Error" ); } } - + // Set first and last extra colums to nodata scanLine1[0] = scanLine1[xSize + 1] = mInputNodataValue; scanLine2[0] = scanLine2[xSize + 1] = mInputNodataValue; scanLine3[0] = scanLine3[xSize + 1] = mInputNodataValue; @@ -348,18 +251,13 @@ int QgsNineCellFilter::processRaster( QgsFeedback *feedback ) ret = clEnqueueWriteBuffer( command_queue, outputNodataValue_mem_obj, CL_TRUE, 0, sizeof( float ), &mOutputNodataValue, 0, NULL, NULL ); ret = clEnqueueWriteBuffer( command_queue, zFactor_mem_obj, CL_TRUE, 0, - sizeof( float ), &mZFactor, 0, NULL, NULL ); + sizeof( double ), &mZFactor, 0, NULL, NULL ); ret = clEnqueueWriteBuffer( command_queue, cellSizeX_mem_obj, CL_TRUE, 0, - sizeof( float ), &mCellSizeX, 0, NULL, NULL ); + sizeof( double ), &mCellSizeX, 0, NULL, NULL ); ret = clEnqueueWriteBuffer( command_queue, cellSizeY_mem_obj, CL_TRUE, 0, - sizeof( float ), &mCellSizeY, 0, NULL, NULL ); + sizeof( double ), &mCellSizeY, 0, NULL, NULL ); - // Create the OpenCL kernel - cl_kernel kernel = clCreateKernel( program, "processNineCellWindow", &ret ); - - Q_ASSERT( ret == 0 ); - // Set the arguments of the kernel ret = ret || clSetKernelArg( kernel, 0, sizeof( cl_mem ), ( void * )&scanLine1_mem_obj ); ret = ret || clSetKernelArg( kernel, 1, sizeof( cl_mem ), ( void * )&scanLine2_mem_obj ); @@ -392,20 +290,22 @@ int QgsNineCellFilter::processRaster( QgsFeedback *feedback ) QgsDebugMsg( "Raster IO Error" ); } - qDebug() << resultLine[1]; - - ret = clReleaseKernel( kernel ); - } // Clean up - ret = clFlush( command_queue ); - ret = clFinish( command_queue ); + //ret = clFlush( command_queue ); + //ret = clFinish( command_queue ); + ret = clReleaseKernel( kernel ); ret = clReleaseProgram( program ); ret = clReleaseMemObject( scanLine1_mem_obj ); ret = clReleaseMemObject( scanLine2_mem_obj ); ret = clReleaseMemObject( scanLine3_mem_obj ); ret = clReleaseMemObject( resultLine_mem_obj ); + ret = clReleaseMemObject( inputNodataValue_mem_obj ); + ret = clReleaseMemObject( outputNodataValue_mem_obj ); + ret = clReleaseMemObject( zFactor_mem_obj ); + ret = clReleaseMemObject( cellSizeX_mem_obj ); + ret = clReleaseMemObject( cellSizeY_mem_obj ); ret = clReleaseCommandQueue( command_queue ); ret = clReleaseContext( context ); @@ -427,12 +327,13 @@ int QgsNineCellFilter::processRaster( QgsFeedback *feedback ) } #endif - CPLFree( resultLine ); CPLFree( scanLine1 ); CPLFree( scanLine2 ); CPLFree( scanLine3 ); + delete source_str; + if ( feedback && feedback->isCanceled() ) { //delete the dataset without closing (because it is faster) diff --git a/src/analysis/raster/slope.cl b/src/analysis/raster/slope.cl new file mode 100644 index 00000000000..e1585ff16de --- /dev/null +++ b/src/analysis/raster/slope.cl @@ -0,0 +1,111 @@ +#pragma OPENCL EXTENSION cl_khr_fp64 : enable + +float calcFirstDer( float x11, float x21, float x31, float x12, float x22, float x32, float x13, float x23, float x33, + float mInputNodataValue, float mOutputNodataValue, double mZFactor, double mCellSize ) +{ + //the basic formula would be simple, but we need to test for nodata values... + //X: return (( (x31 - x11) + 2 * (x32 - x12) + (x33 - x13) ) / (8 * mCellSizeX)); + //Y: return (((x11 - x13) + 2 * (x21 - x23) + (x31 - x33)) / ( 8 * mCellSizeY)); + + int weight = 0; + double sum = 0; + + + //first row + if ( x31 != mInputNodataValue && x11 != mInputNodataValue ) //the normal case + { + sum += ( x31 - x11 ); + weight += 2; + } + else if ( x31 == mInputNodataValue && x11 != mInputNodataValue && x21 != mInputNodataValue ) //probably 3x3 window is at the border + { + sum += ( x21 - x11 ); + weight += 1; + } + else if ( x11 == mInputNodataValue && x31 != mInputNodataValue && x21 != mInputNodataValue ) //probably 3x3 window is at the border + { + sum += ( x31 - x21 ); + weight += 1; + } + + //second row + if ( x32 != mInputNodataValue && x12 != mInputNodataValue ) //the normal case + { + sum += 2.0f * ( x32 - x12 ); + weight += 4; + } + else if ( x32 == mInputNodataValue && x12 != mInputNodataValue && x22 != mInputNodataValue ) + { + sum += 2.0f * ( x22 - x12 ); + weight += 2; + } + else if ( x12 == mInputNodataValue && x32 != mInputNodataValue && x22 != mInputNodataValue ) + { + sum += 2.0f * ( x32 - x22 ); + weight += 2; + } + + //third row + if ( x33 != mInputNodataValue && x13 != mInputNodataValue ) //the normal case + { + sum += ( x33 - x13 ); + weight += 2; + } + else if ( x33 == mInputNodataValue && x13 != mInputNodataValue && x23 != mInputNodataValue ) + { + sum += ( x23 - x13 ); + weight += 1; + } + else if ( x13 == mInputNodataValue && x33 != mInputNodataValue && x23 != mInputNodataValue ) + { + sum += ( x33 - x23 ); + weight += 1; + } + + if ( weight == 0 ) + { + return mOutputNodataValue; + } + + return sum / ( weight * mCellSize ) * mZFactor; +} + + +__kernel void processNineCellWindow( __global float *scanLine1, + __global float *scanLine2, + __global float *scanLine3, + __global float *resultLine, + __global float *mInputNodataValue, + __global float *mOutputNodataValue, + __global double *mZFactor, + __global double *mCellSizeX, + __global double *mCellSizeY + ) { + + // Get the index of the current element + int i = get_global_id(0); + + // Do the operation + //return (( (x31 - x11) + 2 * (x32 - x12) + (x33 - x13) ) / (8 * mCellSizeX)) + float derX = calcFirstDer( scanLine1[i], scanLine2[i], scanLine3[i], + scanLine1[i+1], scanLine2[i+1], scanLine3[i+1], + scanLine1[i+2], scanLine2[i+2], scanLine3[i+2], + *mInputNodataValue, *mOutputNodataValue, *mZFactor, *mCellSizeX + ); + //return (((x11 - x13) + 2 * (x21 - x23) + (x31 - x33)) / ( 8 * mCellSizeY)); + float derY = calcFirstDer( scanLine1[i+2], scanLine1[i+1], scanLine1[i], + scanLine2[i+2], scanLine2[i+1], scanLine2[i], + scanLine3[i+2], scanLine3[i+1], scanLine3[i], + *mInputNodataValue, *mOutputNodataValue, *mZFactor, *mCellSizeY + ); + if ( derX == *mOutputNodataValue || derY == *mOutputNodataValue ) + { + resultLine[i] = *mOutputNodataValue; + } + else + { + double res = sqrt( derX * derX + derY * derY ); + res = atanpi( res ); + resultLine[i] = (float)res * 180.0; + } +} From a9f11fb373db6dd63b7c57e62c60434bf564d555 Mon Sep 17 00:00:00 2001 From: Alessandro Pasotti Date: Tue, 10 Apr 2018 19:38:09 +0200 Subject: [PATCH 03/86] Working! With C++ API --- src/analysis/raster/qgsninecellfilter.cpp | 245 ++++++++++++---------- src/analysis/raster/slope.cl | 24 +-- 2 files changed, 142 insertions(+), 127 deletions(-) diff --git a/src/analysis/raster/qgsninecellfilter.cpp b/src/analysis/raster/qgsninecellfilter.cpp index 5ceb5f41240..89370221fcb 100644 --- a/src/analysis/raster/qgsninecellfilter.cpp +++ b/src/analysis/raster/qgsninecellfilter.cpp @@ -21,15 +21,14 @@ #include "qgsfeedback.h" #include "qgsogrutils.h" #include +#include #include +#include #ifdef HAVE_OPENCL -#ifdef __APPLE__ -#include -#else +#include #include #endif -#endif QgsNineCellFilter::QgsNineCellFilter( const QString &inputFile, const QString &outputFile, const QString &outputFormat ) @@ -97,45 +96,75 @@ int QgsNineCellFilter::processRaster( QgsFeedback *feedback ) float *resultLine = ( float * ) CPLMalloc( sizeof( float ) * xSize ); #ifdef HAVE_OPENCL - // TODO: move to utils and check for errors + + cl_int errorCode = 0; // Get platform and device information - cl_platform_id platform_id = NULL; - cl_device_id device_id = NULL; - cl_uint ret_num_devices; - cl_uint ret_num_platforms; - cl_int ret = clGetPlatformIDs( 1, &platform_id, &ret_num_platforms ); - ret = clGetDeviceIDs( platform_id, CL_DEVICE_TYPE_ALL, 1, - &device_id, &ret_num_devices ); +// cl_platform_id platform_id = NULL; +// cl_device_id device_id = NULL; +// cl_uint ret_num_devices; +// cl_uint ret_num_platforms; +// cl_int ret = clGetPlatformIDs( 1, &platform_id, &ret_num_platforms ); +// ret = clGetDeviceIDs( platform_id, CL_DEVICE_TYPE_ALL, 1, +// &device_id, &ret_num_devices ); - // Create an OpenCL context - cl_context context = clCreateContext( NULL, 1, &device_id, NULL, NULL, &ret ); +// // Create an OpenCL context +// cl_context context = clCreateContext( NULL, 1, &device_id, NULL, NULL, &ret ); - // Create a command queue - cl_command_queue command_queue = clCreateCommandQueue( context, device_id, 0, &ret ); +// // Create a command queue +// cl_command_queue command_queue = clCreateCommandQueue( context, device_id, 0, &ret ); - // Create memory buffers on the device for each vector - cl_mem scanLine1_mem_obj = clCreateBuffer( context, CL_MEM_READ_ONLY, - sizeof( float ) * ( xSize + 2 ), NULL, &ret ); - cl_mem scanLine2_mem_obj = clCreateBuffer( context, CL_MEM_READ_ONLY, - sizeof( float ) * ( xSize + 2 ), NULL, &ret ); - cl_mem scanLine3_mem_obj = clCreateBuffer( context, CL_MEM_READ_ONLY, - sizeof( float ) * ( xSize + 2 ), NULL, &ret ); +// // Create memory buffers on the device for each vector +// cl_mem scanLine1Buffer = clCreateBuffer( context, CL_MEM_READ_ONLY, +// sizeof( float ) * ( xSize + 2 ), NULL, &ret ); +// cl_mem scanLine2Buffer = clCreateBuffer( context, CL_MEM_READ_ONLY, +// sizeof( float ) * ( xSize + 2 ), NULL, &ret ); +// cl_mem scanLine3Buffer = clCreateBuffer( context, CL_MEM_READ_ONLY, +// sizeof( float ) * ( xSize + 2 ), NULL, &ret ); // TODO: constants - cl_mem inputNodataValue_mem_obj = clCreateBuffer( context, CL_MEM_READ_ONLY, - sizeof( float ), NULL, &ret ); - cl_mem outputNodataValue_mem_obj = clCreateBuffer( context, CL_MEM_READ_ONLY, - sizeof( float ), NULL, &ret ); - cl_mem zFactor_mem_obj = clCreateBuffer( context, CL_MEM_READ_ONLY, - sizeof( double ), NULL, &ret ); - cl_mem cellSizeX_mem_obj = clCreateBuffer( context, CL_MEM_READ_ONLY, - sizeof( double ), NULL, &ret ); - cl_mem cellSizeY_mem_obj = clCreateBuffer( context, CL_MEM_READ_ONLY, - sizeof( double ), NULL, &ret ); - cl_mem resultLine_mem_obj = clCreateBuffer( context, CL_MEM_WRITE_ONLY, - sizeof( float ) * xSize, NULL, &ret ); + +// cl_mem inputNodataValueBuffer = clCreateBuffer( context, CL_MEM_READ_ONLY, +// sizeof( float ), NULL, &ret ); +// cl_mem outputNodataValueBuffer = clCreateBuffer( context, CL_MEM_READ_ONLY, +// sizeof( float ), NULL, &ret ); +// cl_mem zFactorBuffer = clCreateBuffer( context, CL_MEM_READ_ONLY, +// sizeof( double ), NULL, &ret ); +// cl_mem cellSizeXBuffer = clCreateBuffer( context, CL_MEM_READ_ONLY, +// sizeof( double ), NULL, &ret ); +// cl_mem cellSizeYBuffer = clCreateBuffer( context, CL_MEM_READ_ONLY, +// sizeof( double ), NULL, &ret ); + +// cl_mem resultLineBuffer = clCreateBuffer( context, CL_MEM_WRITE_ONLY, +// sizeof( float ) * xSize, NULL, &ret ); + + std::vector rasterParams; + + rasterParams.push_back( mInputNodataValue ); + rasterParams.push_back( mOutputNodataValue ); + rasterParams.push_back( mZFactor ); + rasterParams.push_back( mCellSizeX ); + rasterParams.push_back( mCellSizeY ); + +// cl::Buffer inputNodataValueBuffer( CL_MEM_READ_ONLY | CL_MEM_USE_HOST_PTR, +// sizeof( float ), mInputNodataValue , &ret ); +// cl::Buffer outputNodataValueBuffer( CL_MEM_READ_ONLY | CL_MEM_USE_HOST_PTR, +// sizeof( float ), mOutputNodataValue, &ret ); +// cl::Buffer zFactorBuffer ( CL_MEM_READ_ONLY | CL_MEM_USE_HOST_PTR, +// sizeof( double ), mZFactor, &ret ); +// cl::Buffer cellSizeXBuffer ( CL_MEM_READ_ONLY | CL_MEM_USE_HOST_PTR, +// sizeof( double ), mCellSizeX, &ret ); +// cl::Buffer cellSizeYBuffer ( CL_MEM_READ_ONLY | CL_MEM_USE_HOST_PTR, +// sizeof( double ), mCellSizeY, &ret ); + + cl::Buffer rasterParamsBuffer( std::begin( rasterParams ), std::end( rasterParams ), true, false, &errorCode ); + + cl::Buffer resultLineBuffer( CL_MEM_WRITE_ONLY, sizeof( float ) * xSize, nullptr, &errorCode ); + + cl::Buffer scanLine1Buffer( CL_MEM_READ_ONLY, sizeof( float ) * ( xSize + 2 ), nullptr, &errorCode ); + cl::Buffer scanLine2Buffer( CL_MEM_READ_ONLY, sizeof( float ) * ( xSize + 2 ), nullptr, &errorCode ); + cl::Buffer scanLine3Buffer( CL_MEM_READ_ONLY, sizeof( float ) * ( xSize + 2 ), nullptr, &errorCode ); char *source_str = new char [QFileInfo( "/home/ale/dev/QGIS/src/analysis/raster/slope.cl" ).size() + 1]; @@ -148,36 +177,23 @@ int QgsNineCellFilter::processRaster( QgsFeedback *feedback ) file.close(); // Create a program from the kernel source + cl::Program program( source_str, true, &errorCode ); - Q_ASSERT( ret == 0 ); - - size_t source_size = strlen( source_str ); - cl_program program = clCreateProgramWithSource( context, 1, - ( const char ** )&source_str, ( const size_t * )&source_size, &ret ); - - // Build the program - ret = clBuildProgram( program, 1, &device_id, NULL, NULL, NULL ); - - if ( ret != 0 ) + auto buildInfo = program.getBuildInfo( cl::Device::getDefault(), &errorCode ); + for ( auto &pair : buildInfo ) { - char *program_log; - size_t log_size; - /* Find size of log and print to std output */ - clGetProgramBuildInfo( program, device_id, CL_PROGRAM_BUILD_LOG, - 0, NULL, &log_size ); - program_log = ( char * ) malloc( log_size + 1 ); - program_log[log_size] = '\0'; - clGetProgramBuildInfo( program, device_id, CL_PROGRAM_BUILD_LOG, - log_size + 1, program_log, NULL ); - QgsDebugMsgLevel( QStringLiteral( "Error building OpenCL program: %1" ).arg( program_log ), 1 ); - free( program_log ); + qDebug() << pair; } - // Create the OpenCL kernel - cl_kernel kernel = clCreateKernel( program, "processNineCellWindow", &ret ); - - Q_ASSERT( ret == 0 ); + auto kernel = + cl::make_kernel < + cl::Buffer &, + cl::Buffer &, + cl::Buffer &, + cl::Buffer &, + cl::Buffer & + > ( program, "processNineCellWindow" ); #endif @@ -239,51 +255,69 @@ int QgsNineCellFilter::processRaster( QgsFeedback *feedback ) #ifdef HAVE_OPENCL // Copy the scan lines to their respective memory buffers - ret = clEnqueueWriteBuffer( command_queue, scanLine1_mem_obj, CL_TRUE, 0, - sizeof( float ) * ( xSize + 2 ), scanLine1, 0, NULL, NULL ); - ret = clEnqueueWriteBuffer( command_queue, scanLine2_mem_obj, CL_TRUE, 0, - sizeof( float ) * ( xSize + 2 ), scanLine2, 0, NULL, NULL ); - ret = clEnqueueWriteBuffer( command_queue, scanLine3_mem_obj, CL_TRUE, 0, - sizeof( float ) * ( xSize + 2 ), scanLine3, 0, NULL, NULL ); +// ret = clEnqueueWriteBuffer( command_queue, scanLine1Buffer, CL_TRUE, 0, +// sizeof( float ) * ( xSize + 2 ), scanLine1, 0, NULL, NULL ); +// ret = clEnqueueWriteBuffer( command_queue, scanLine2Buffer, CL_TRUE, 0, +// sizeof( float ) * ( xSize + 2 ), scanLine2, 0, NULL, NULL ); +// ret = clEnqueueWriteBuffer( command_queue, scanLine3Buffer, CL_TRUE, 0, +// sizeof( float ) * ( xSize + 2 ), scanLine3, 0, NULL, NULL ); - ret = clEnqueueWriteBuffer( command_queue, inputNodataValue_mem_obj, CL_TRUE, 0, - sizeof( float ), &mInputNodataValue, 0, NULL, NULL ); - ret = clEnqueueWriteBuffer( command_queue, outputNodataValue_mem_obj, CL_TRUE, 0, - sizeof( float ), &mOutputNodataValue, 0, NULL, NULL ); - ret = clEnqueueWriteBuffer( command_queue, zFactor_mem_obj, CL_TRUE, 0, - sizeof( double ), &mZFactor, 0, NULL, NULL ); - ret = clEnqueueWriteBuffer( command_queue, cellSizeX_mem_obj, CL_TRUE, 0, - sizeof( double ), &mCellSizeX, 0, NULL, NULL ); - ret = clEnqueueWriteBuffer( command_queue, cellSizeY_mem_obj, CL_TRUE, 0, - sizeof( double ), &mCellSizeY, 0, NULL, NULL ); +// ret = clEnqueueWriteBuffer( command_queue, inputNodataValueBuffer, CL_TRUE, 0, +// sizeof( float ), &mInputNodataValue, 0, NULL, NULL ); +// ret = clEnqueueWriteBuffer( command_queue, outputNodataValueBuffer, CL_TRUE, 0, +// sizeof( float ), &mOutputNodataValue, 0, NULL, NULL ); +// ret = clEnqueueWriteBuffer( command_queue, zFactorBuffer, CL_TRUE, 0, +// sizeof( double ), &mZFactor, 0, NULL, NULL ); +// ret = clEnqueueWriteBuffer( command_queue, cellSizeXBuffer, CL_TRUE, 0, +// sizeof( double ), &mCellSizeX, 0, NULL, NULL ); +// ret = clEnqueueWriteBuffer( command_queue, cellSizeYBuffer, CL_TRUE, 0, +// sizeof( double ), &mCellSizeY, 0, NULL, NULL ); - // Set the arguments of the kernel - ret = ret || clSetKernelArg( kernel, 0, sizeof( cl_mem ), ( void * )&scanLine1_mem_obj ); - ret = ret || clSetKernelArg( kernel, 1, sizeof( cl_mem ), ( void * )&scanLine2_mem_obj ); - ret = ret || clSetKernelArg( kernel, 2, sizeof( cl_mem ), ( void * )&scanLine3_mem_obj ); - ret = ret || clSetKernelArg( kernel, 3, sizeof( cl_mem ), ( void * )&resultLine_mem_obj ); - ret = ret || clSetKernelArg( kernel, 4, sizeof( cl_mem ), ( void * )&inputNodataValue_mem_obj ); - ret = ret || clSetKernelArg( kernel, 5, sizeof( cl_mem ), ( void * )&outputNodataValue_mem_obj ); - ret = ret || clSetKernelArg( kernel, 6, sizeof( cl_mem ), ( void * )&zFactor_mem_obj ); - ret = ret || clSetKernelArg( kernel, 7, sizeof( cl_mem ), ( void * )&cellSizeX_mem_obj ); - ret = ret || clSetKernelArg( kernel, 8, sizeof( cl_mem ), ( void * )&cellSizeY_mem_obj ); +// // Set the arguments of the kernel +// ret = ret || clSetKernelArg( kernel, 0, sizeof( cl_mem ), ( void * )&scanLine1Buffer ); +// ret = ret || clSetKernelArg( kernel, 1, sizeof( cl_mem ), ( void * )&scanLine2Buffer ); +// ret = ret || clSetKernelArg( kernel, 2, sizeof( cl_mem ), ( void * )&scanLine3Buffer ); +// ret = ret || clSetKernelArg( kernel, 3, sizeof( cl_mem ), ( void * )&resultLineBuffer ); +// ret = ret || clSetKernelArg( kernel, 4, sizeof( cl_mem ), ( void * )&inputNodataValueBuffer ); +// ret = ret || clSetKernelArg( kernel, 5, sizeof( cl_mem ), ( void * )&outputNodataValueBuffer ); +// ret = ret || clSetKernelArg( kernel, 6, sizeof( cl_mem ), ( void * )&zFactorBuffer ); +// ret = ret || clSetKernelArg( kernel, 7, sizeof( cl_mem ), ( void * )&cellSizeXBuffer ); +// ret = ret || clSetKernelArg( kernel, 8, sizeof( cl_mem ), ( void * )&cellSizeYBuffer ); - Q_ASSERT( ret == 0 ); - // Execute the OpenCL kernel on the scan line - size_t global_item_size = xSize; // Process the entire lists - //size_t local_item_size = 64; // Process in groups of 64 (or NULL for auto) - //ret = clEnqueueNDRangeKernel(command_queue, kernel, 1, NULL, - // &global_item_size, &local_item_size, 0, NULL, NULL); - ret = clEnqueueNDRangeKernel( command_queue, kernel, 1, NULL, - &global_item_size, NULL, 0, NULL, NULL ); + errorCode = cl::enqueueWriteBuffer( scanLine1Buffer, CL_TRUE, 0, + sizeof( float ) * ( xSize + 2 ), scanLine1 ); + errorCode = cl::enqueueWriteBuffer( scanLine2Buffer, CL_TRUE, 0, + sizeof( float ) * ( xSize + 2 ), scanLine2 ); + errorCode = cl::enqueueWriteBuffer( scanLine3Buffer, CL_TRUE, 0, + sizeof( float ) * ( xSize + 2 ), scanLine3 ); - Q_ASSERT( ret == 0 ); - ret = clEnqueueReadBuffer( command_queue, resultLine_mem_obj, CL_TRUE, 0, - xSize * sizeof( float ), resultLine, 0, NULL, NULL ); + kernel( cl::EnqueueArgs( + cl::NDRange( xSize ) + ), + scanLine1Buffer, + scanLine2Buffer, + scanLine3Buffer, + resultLineBuffer, + rasterParamsBuffer + ); +// // Execute the OpenCL kernel on the scan line +// size_t global_item_size = xSize; // Process the entire lists +// //size_t local_item_size = 64; // Process in groups of 64 (or NULL for auto) +// //ret = clEnqueueNDRangeKernel(command_queue, kernel, 1, NULL, +// // &global_item_size, &local_item_size, 0, NULL, NULL); +// ret = clEnqueueNDRangeKernel( command_queue, kernel, 1, NULL, +// &global_item_size, NULL, 0, NULL, NULL ); + //Q_ASSERT( ret == 0 ); + + //const cl_command_queue command_queue = cl::CommandQueue::getDefault()(); + //ret = clEnqueueReadBuffer( command_queue , resultLineBuffer(), CL_TRUE, 0, + // xSize * sizeof( float ), resultLine, 0, NULL, NULL ); + + cl::enqueueReadBuffer( resultLineBuffer, CL_TRUE, 0, xSize * sizeof( float ), resultLine ); if ( GDALRasterIO( outputRasterBand, GF_Write, 0, i, xSize, 1, resultLine, xSize, 1, GDT_Float32, 0, 0 ) != CE_None ) { @@ -292,23 +326,6 @@ int QgsNineCellFilter::processRaster( QgsFeedback *feedback ) } - // Clean up - //ret = clFlush( command_queue ); - //ret = clFinish( command_queue ); - ret = clReleaseKernel( kernel ); - ret = clReleaseProgram( program ); - ret = clReleaseMemObject( scanLine1_mem_obj ); - ret = clReleaseMemObject( scanLine2_mem_obj ); - ret = clReleaseMemObject( scanLine3_mem_obj ); - ret = clReleaseMemObject( resultLine_mem_obj ); - ret = clReleaseMemObject( inputNodataValue_mem_obj ); - ret = clReleaseMemObject( outputNodataValue_mem_obj ); - ret = clReleaseMemObject( zFactor_mem_obj ); - ret = clReleaseMemObject( cellSizeX_mem_obj ); - ret = clReleaseMemObject( cellSizeY_mem_obj ); - ret = clReleaseCommandQueue( command_queue ); - ret = clReleaseContext( context ); - #else // j is the x axis index, skip 0 and last cell that hve been filled with nodata diff --git a/src/analysis/raster/slope.cl b/src/analysis/raster/slope.cl index e1585ff16de..0c8b9e30855 100644 --- a/src/analysis/raster/slope.cl +++ b/src/analysis/raster/slope.cl @@ -1,7 +1,7 @@ #pragma OPENCL EXTENSION cl_khr_fp64 : enable float calcFirstDer( float x11, float x21, float x31, float x12, float x22, float x32, float x13, float x23, float x33, - float mInputNodataValue, float mOutputNodataValue, double mZFactor, double mCellSize ) + double mInputNodataValue, double mOutputNodataValue, double mZFactor, double mCellSize ) { //the basic formula would be simple, but we need to test for nodata values... //X: return (( (x31 - x11) + 2 * (x32 - x12) + (x33 - x13) ) / (8 * mCellSizeX)); @@ -72,14 +72,10 @@ float calcFirstDer( float x11, float x21, float x31, float x12, float x22, float __kernel void processNineCellWindow( __global float *scanLine1, - __global float *scanLine2, - __global float *scanLine3, - __global float *resultLine, - __global float *mInputNodataValue, - __global float *mOutputNodataValue, - __global double *mZFactor, - __global double *mCellSizeX, - __global double *mCellSizeY + __global float *scanLine2, + __global float *scanLine3, + __global float *resultLine, + __global double *rasterParams ) { // Get the index of the current element @@ -90,17 +86,19 @@ __kernel void processNineCellWindow( __global float *scanLine1, float derX = calcFirstDer( scanLine1[i], scanLine2[i], scanLine3[i], scanLine1[i+1], scanLine2[i+1], scanLine3[i+1], scanLine1[i+2], scanLine2[i+2], scanLine3[i+2], - *mInputNodataValue, *mOutputNodataValue, *mZFactor, *mCellSizeX + rasterParams[0], rasterParams[1], rasterParams[2], rasterParams[3] ); //return (((x11 - x13) + 2 * (x21 - x23) + (x31 - x33)) / ( 8 * mCellSizeY)); float derY = calcFirstDer( scanLine1[i+2], scanLine1[i+1], scanLine1[i], scanLine2[i+2], scanLine2[i+1], scanLine2[i], scanLine3[i+2], scanLine3[i+1], scanLine3[i], - *mInputNodataValue, *mOutputNodataValue, *mZFactor, *mCellSizeY + rasterParams[0], rasterParams[1], rasterParams[2], rasterParams[4] ); - if ( derX == *mOutputNodataValue || derY == *mOutputNodataValue ) + + + if ( derX == rasterParams[1] || derY == rasterParams[1] ) { - resultLine[i] = *mOutputNodataValue; + resultLine[i] = rasterParams[1]; } else { From 8ea565a73a83a1524ae594d530b35e875bc2017b Mon Sep 17 00:00:00 2001 From: Alessandro Pasotti Date: Fri, 13 Apr 2018 18:54:06 +0200 Subject: [PATCH 04/86] OpenCL API 2 --- src/analysis/raster/qgsninecellfilter.cpp | 109 ++-------------------- 1 file changed, 7 insertions(+), 102 deletions(-) diff --git a/src/analysis/raster/qgsninecellfilter.cpp b/src/analysis/raster/qgsninecellfilter.cpp index 89370221fcb..48b92c70fc4 100644 --- a/src/analysis/raster/qgsninecellfilter.cpp +++ b/src/analysis/raster/qgsninecellfilter.cpp @@ -26,8 +26,10 @@ #include #ifdef HAVE_OPENCL -#include -#include +#define CL_HPP_ENABLE_EXCEPTIONS +#define CL_HPP_MINIMUM_OPENCL_VERSION 110 +#define CL_HPP_TARGET_OPENCL_VERSION 110 +#include #endif @@ -99,46 +101,6 @@ int QgsNineCellFilter::processRaster( QgsFeedback *feedback ) cl_int errorCode = 0; - // Get platform and device information -// cl_platform_id platform_id = NULL; -// cl_device_id device_id = NULL; -// cl_uint ret_num_devices; -// cl_uint ret_num_platforms; -// cl_int ret = clGetPlatformIDs( 1, &platform_id, &ret_num_platforms ); -// ret = clGetDeviceIDs( platform_id, CL_DEVICE_TYPE_ALL, 1, -// &device_id, &ret_num_devices ); - -// // Create an OpenCL context -// cl_context context = clCreateContext( NULL, 1, &device_id, NULL, NULL, &ret ); - -// // Create a command queue -// cl_command_queue command_queue = clCreateCommandQueue( context, device_id, 0, &ret ); - -// // Create memory buffers on the device for each vector -// cl_mem scanLine1Buffer = clCreateBuffer( context, CL_MEM_READ_ONLY, -// sizeof( float ) * ( xSize + 2 ), NULL, &ret ); -// cl_mem scanLine2Buffer = clCreateBuffer( context, CL_MEM_READ_ONLY, -// sizeof( float ) * ( xSize + 2 ), NULL, &ret ); -// cl_mem scanLine3Buffer = clCreateBuffer( context, CL_MEM_READ_ONLY, -// sizeof( float ) * ( xSize + 2 ), NULL, &ret ); - - // TODO: constants - - -// cl_mem inputNodataValueBuffer = clCreateBuffer( context, CL_MEM_READ_ONLY, -// sizeof( float ), NULL, &ret ); -// cl_mem outputNodataValueBuffer = clCreateBuffer( context, CL_MEM_READ_ONLY, -// sizeof( float ), NULL, &ret ); -// cl_mem zFactorBuffer = clCreateBuffer( context, CL_MEM_READ_ONLY, -// sizeof( double ), NULL, &ret ); -// cl_mem cellSizeXBuffer = clCreateBuffer( context, CL_MEM_READ_ONLY, -// sizeof( double ), NULL, &ret ); -// cl_mem cellSizeYBuffer = clCreateBuffer( context, CL_MEM_READ_ONLY, -// sizeof( double ), NULL, &ret ); - -// cl_mem resultLineBuffer = clCreateBuffer( context, CL_MEM_WRITE_ONLY, -// sizeof( float ) * xSize, NULL, &ret ); - std::vector rasterParams; rasterParams.push_back( mInputNodataValue ); @@ -147,24 +109,11 @@ int QgsNineCellFilter::processRaster( QgsFeedback *feedback ) rasterParams.push_back( mCellSizeX ); rasterParams.push_back( mCellSizeY ); -// cl::Buffer inputNodataValueBuffer( CL_MEM_READ_ONLY | CL_MEM_USE_HOST_PTR, -// sizeof( float ), mInputNodataValue , &ret ); -// cl::Buffer outputNodataValueBuffer( CL_MEM_READ_ONLY | CL_MEM_USE_HOST_PTR, -// sizeof( float ), mOutputNodataValue, &ret ); -// cl::Buffer zFactorBuffer ( CL_MEM_READ_ONLY | CL_MEM_USE_HOST_PTR, -// sizeof( double ), mZFactor, &ret ); -// cl::Buffer cellSizeXBuffer ( CL_MEM_READ_ONLY | CL_MEM_USE_HOST_PTR, -// sizeof( double ), mCellSizeX, &ret ); -// cl::Buffer cellSizeYBuffer ( CL_MEM_READ_ONLY | CL_MEM_USE_HOST_PTR, -// sizeof( double ), mCellSizeY, &ret ); - - cl::Buffer rasterParamsBuffer( std::begin( rasterParams ), std::end( rasterParams ), true, false, &errorCode ); - - cl::Buffer resultLineBuffer( CL_MEM_WRITE_ONLY, sizeof( float ) * xSize, nullptr, &errorCode ); - + cl::Buffer rasterParamsBuffer( rasterParams.begin(), rasterParams.end(), true, false, &errorCode ); cl::Buffer scanLine1Buffer( CL_MEM_READ_ONLY, sizeof( float ) * ( xSize + 2 ), nullptr, &errorCode ); cl::Buffer scanLine2Buffer( CL_MEM_READ_ONLY, sizeof( float ) * ( xSize + 2 ), nullptr, &errorCode ); cl::Buffer scanLine3Buffer( CL_MEM_READ_ONLY, sizeof( float ) * ( xSize + 2 ), nullptr, &errorCode ); + cl::Buffer resultLineBuffer( CL_MEM_WRITE_ONLY, sizeof( float ) * xSize, nullptr, &errorCode ); char *source_str = new char [QFileInfo( "/home/ale/dev/QGIS/src/analysis/raster/slope.cl" ).size() + 1]; @@ -187,7 +136,7 @@ int QgsNineCellFilter::processRaster( QgsFeedback *feedback ) // Create the OpenCL kernel auto kernel = - cl::make_kernel < + cl::KernelFunctor < cl::Buffer &, cl::Buffer &, cl::Buffer &, @@ -254,37 +203,6 @@ int QgsNineCellFilter::processRaster( QgsFeedback *feedback ) scanLine3[0] = scanLine3[xSize + 1] = mInputNodataValue; #ifdef HAVE_OPENCL - // Copy the scan lines to their respective memory buffers -// ret = clEnqueueWriteBuffer( command_queue, scanLine1Buffer, CL_TRUE, 0, -// sizeof( float ) * ( xSize + 2 ), scanLine1, 0, NULL, NULL ); -// ret = clEnqueueWriteBuffer( command_queue, scanLine2Buffer, CL_TRUE, 0, -// sizeof( float ) * ( xSize + 2 ), scanLine2, 0, NULL, NULL ); -// ret = clEnqueueWriteBuffer( command_queue, scanLine3Buffer, CL_TRUE, 0, -// sizeof( float ) * ( xSize + 2 ), scanLine3, 0, NULL, NULL ); - -// ret = clEnqueueWriteBuffer( command_queue, inputNodataValueBuffer, CL_TRUE, 0, -// sizeof( float ), &mInputNodataValue, 0, NULL, NULL ); -// ret = clEnqueueWriteBuffer( command_queue, outputNodataValueBuffer, CL_TRUE, 0, -// sizeof( float ), &mOutputNodataValue, 0, NULL, NULL ); -// ret = clEnqueueWriteBuffer( command_queue, zFactorBuffer, CL_TRUE, 0, -// sizeof( double ), &mZFactor, 0, NULL, NULL ); -// ret = clEnqueueWriteBuffer( command_queue, cellSizeXBuffer, CL_TRUE, 0, -// sizeof( double ), &mCellSizeX, 0, NULL, NULL ); -// ret = clEnqueueWriteBuffer( command_queue, cellSizeYBuffer, CL_TRUE, 0, -// sizeof( double ), &mCellSizeY, 0, NULL, NULL ); - - -// // Set the arguments of the kernel -// ret = ret || clSetKernelArg( kernel, 0, sizeof( cl_mem ), ( void * )&scanLine1Buffer ); -// ret = ret || clSetKernelArg( kernel, 1, sizeof( cl_mem ), ( void * )&scanLine2Buffer ); -// ret = ret || clSetKernelArg( kernel, 2, sizeof( cl_mem ), ( void * )&scanLine3Buffer ); -// ret = ret || clSetKernelArg( kernel, 3, sizeof( cl_mem ), ( void * )&resultLineBuffer ); -// ret = ret || clSetKernelArg( kernel, 4, sizeof( cl_mem ), ( void * )&inputNodataValueBuffer ); -// ret = ret || clSetKernelArg( kernel, 5, sizeof( cl_mem ), ( void * )&outputNodataValueBuffer ); -// ret = ret || clSetKernelArg( kernel, 6, sizeof( cl_mem ), ( void * )&zFactorBuffer ); -// ret = ret || clSetKernelArg( kernel, 7, sizeof( cl_mem ), ( void * )&cellSizeXBuffer ); -// ret = ret || clSetKernelArg( kernel, 8, sizeof( cl_mem ), ( void * )&cellSizeYBuffer ); - errorCode = cl::enqueueWriteBuffer( scanLine1Buffer, CL_TRUE, 0, sizeof( float ) * ( xSize + 2 ), scanLine1 ); @@ -303,19 +221,6 @@ int QgsNineCellFilter::processRaster( QgsFeedback *feedback ) resultLineBuffer, rasterParamsBuffer ); -// // Execute the OpenCL kernel on the scan line -// size_t global_item_size = xSize; // Process the entire lists -// //size_t local_item_size = 64; // Process in groups of 64 (or NULL for auto) -// //ret = clEnqueueNDRangeKernel(command_queue, kernel, 1, NULL, -// // &global_item_size, &local_item_size, 0, NULL, NULL); -// ret = clEnqueueNDRangeKernel( command_queue, kernel, 1, NULL, -// &global_item_size, NULL, 0, NULL, NULL ); - - //Q_ASSERT( ret == 0 ); - - //const cl_command_queue command_queue = cl::CommandQueue::getDefault()(); - //ret = clEnqueueReadBuffer( command_queue , resultLineBuffer(), CL_TRUE, 0, - // xSize * sizeof( float ), resultLine, 0, NULL, NULL ); cl::enqueueReadBuffer( resultLineBuffer, CL_TRUE, 0, xSize * sizeof( float ), resultLine ); From 74042634072a0b45b53415ff5902277f366601f4 Mon Sep 17 00:00:00 2001 From: Alessandro Pasotti Date: Mon, 16 Apr 2018 14:33:25 +0200 Subject: [PATCH 05/86] OpenCL tests and aspect --- src/analysis/raster/aspect.cl | 114 ++++++++++++++++++++++ src/core/qgsopenclutils.cpp | 128 ++++++++++++++++++++++++ src/core/qgsopenclutils.h | 63 ++++++++++++ tests/src/core/testqgsopenclutils.cpp | 135 ++++++++++++++++++++++++++ tests/src/python/test_opencl.py | 62 ++++++++++++ tests/testdata/opencl/aspect.tif | Bin 0 -> 292642 bytes tests/testdata/opencl/dem.tif | Bin 0 -> 292927 bytes tests/testdata/opencl/slope.tif | Bin 0 -> 292642 bytes 8 files changed, 502 insertions(+) create mode 100644 src/analysis/raster/aspect.cl create mode 100644 src/core/qgsopenclutils.cpp create mode 100644 src/core/qgsopenclutils.h create mode 100644 tests/src/core/testqgsopenclutils.cpp create mode 100644 tests/src/python/test_opencl.py create mode 100644 tests/testdata/opencl/aspect.tif create mode 100644 tests/testdata/opencl/dem.tif create mode 100644 tests/testdata/opencl/slope.tif diff --git a/src/analysis/raster/aspect.cl b/src/analysis/raster/aspect.cl new file mode 100644 index 00000000000..89342ec8d70 --- /dev/null +++ b/src/analysis/raster/aspect.cl @@ -0,0 +1,114 @@ +float calcFirstDer( float x11, float x21, float x31, float x12, float x22, float x32, float x13, float x23, float x33, + float mInputNodataValue, float mOutputNodataValue, float mZFactor, float mCellSize ) +{ + //the basic formula would be simple, but we need to test for nodata values... + //X: return (( (x31 - x11) + 2 * (x32 - x12) + (x33 - x13) ) / (8 * mCellSizeX)); + //Y: return (((x11 - x13) + 2 * (x21 - x23) + (x31 - x33)) / ( 8 * mCellSizeY)); + + int weight = 0; + float sum = 0; + + + //first row + if ( x31 != mInputNodataValue && x11 != mInputNodataValue ) //the normal case + { + sum += ( x31 - x11 ); + weight += 2; + } + else if ( x31 == mInputNodataValue && x11 != mInputNodataValue && x21 != mInputNodataValue ) //probably 3x3 window is at the border + { + sum += ( x21 - x11 ); + weight += 1; + } + else if ( x11 == mInputNodataValue && x31 != mInputNodataValue && x21 != mInputNodataValue ) //probably 3x3 window is at the border + { + sum += ( x31 - x21 ); + weight += 1; + } + + //second row + if ( x32 != mInputNodataValue && x12 != mInputNodataValue ) //the normal case + { + sum += 2.0f * ( x32 - x12 ); + weight += 4; + } + else if ( x32 == mInputNodataValue && x12 != mInputNodataValue && x22 != mInputNodataValue ) + { + sum += 2.0f * ( x22 - x12 ); + weight += 2; + } + else if ( x12 == mInputNodataValue && x32 != mInputNodataValue && x22 != mInputNodataValue ) + { + sum += 2.0f * ( x32 - x22 ); + weight += 2; + } + + //third row + if ( x33 != mInputNodataValue && x13 != mInputNodataValue ) //the normal case + { + sum += ( x33 - x13 ); + weight += 2; + } + else if ( x33 == mInputNodataValue && x13 != mInputNodataValue && x23 != mInputNodataValue ) + { + sum += ( x23 - x13 ); + weight += 1; + } + else if ( x13 == mInputNodataValue && x33 != mInputNodataValue && x23 != mInputNodataValue ) + { + sum += ( x33 - x23 ); + weight += 1; + } + + if ( weight == 0 ) + { + return mOutputNodataValue; + } + + return sum / ( weight * mCellSize ) * mZFactor; +} + + +__kernel void processNineCellWindow( __global float *scanLine1, + __global float *scanLine2, + __global float *scanLine3, + __global float *resultLine, + __global float *rasterParams + ) { + + // Get the index of the current element + const int i = get_global_id(0); + + // Do the operation + //return (( (x31 - x11) + 2 * (x32 - x12) + (x33 - x13) ) / (8 * mCellSizeX)) + float derX = calcFirstDer( scanLine1[i], scanLine2[i], scanLine3[i], + scanLine1[i+1], scanLine2[i+1], scanLine3[i+1], + scanLine1[i+2], scanLine2[i+2], scanLine3[i+2], + rasterParams[0], rasterParams[1], rasterParams[2], rasterParams[3] + ); + //return (((x11 - x13) + 2 * (x21 - x23) + (x31 - x33)) / ( 8 * mCellSizeY)); + float derY = calcFirstDer( scanLine1[i+2], scanLine1[i+1], scanLine1[i], + scanLine2[i+2], scanLine2[i+1], scanLine2[i], + scanLine3[i+2], scanLine3[i+1], scanLine3[i], + rasterParams[0], rasterParams[1], rasterParams[2], rasterParams[4] + ); + + + if ( derX == rasterParams[1] || derY == rasterParams[1] || + ( derX == 0.0f && derY == 0.0f) ) + { + resultLine[i] = rasterParams[1]; + } + else + { + // 180.0 / M_PI = 57.29577951308232 + float aspect = atan2( derX, derY ) * 57.29577951308232; + if ( aspect < 0 ) + resultLine[i] = 90.0f - aspect; + else if (aspect > 90.0f) + // 360 + 90 = 450 + resultLine[i] = 450.0f - aspect; + else + resultLine[i] = 90.0 - aspect; + } +} diff --git a/src/core/qgsopenclutils.cpp b/src/core/qgsopenclutils.cpp new file mode 100644 index 00000000000..753c89b9d5f --- /dev/null +++ b/src/core/qgsopenclutils.cpp @@ -0,0 +1,128 @@ +/*************************************************************************** + qgsopenclutils.cpp - QgsOpenClUtils + + --------------------- + begin : 11.4.2018 + copyright : (C) 2018 by elpaso + email : elpaso at itopen dot it + *************************************************************************** + * * + * This program is free software; you can redistribute it and/or modify * + * it under the terms of the GNU General Public License as published by * + * the Free Software Foundation; either version 2 of the License, or * + * (at your option) any later version. * + * * + ***************************************************************************/ +#include "qgsopenclutils.h" +#include "qgssettings.h" +#include "qgsmessagelog.h" +#include "qgslogger.h" + +#include +#include +#include + +QLatin1String QgsOpenClUtils::SETTINGS_KEY = QLatin1Literal( "OpenClEnabled" ); +QLatin1String QgsOpenClUtils::LOGMESSAGE_TAG = QLatin1Literal( "OpenCL" ); +std::unique_ptr QgsOpenClUtils::sContext = nullptr; +bool QgsOpenClUtils::sAvailable = false; + + +void QgsOpenClUtils::init() +{ + static bool initialized = false; + if ( ! initialized ) + { + std::vector platforms; + cl::Platform::get( &platforms ); + cl::Platform plat; + cl::Device dev; + for ( auto &p : platforms ) + { + std::string platver = p.getInfo(); + QgsDebugMsg( QStringLiteral( "Found platform %1: %2" ).arg( QString::fromStdString( platver ), QString::fromStdString( p.getInfo() ) ) ); + if ( platver.find( "OpenCL 1." ) != std::string::npos ) + { + std::vector devices; + // Check for a GPU device + p.getDevices( CL_DEVICE_TYPE_GPU, &devices ); + if ( devices.size() > 0 ) + { + // Got one! + plat = p; + dev = devices[0]; + break; + } + } + } + if ( plat() == 0 ) + { + QgsMessageLog::logMessage( QObject::tr( "No OpenCL 1.x platform with GPU found." ), LOGMESSAGE_TAG, Qgis::Warning ); + sAvailable = false; + } + else + { + cl::Platform newP = cl::Platform::setDefault( plat ); + if ( newP != plat ) + { + QgsMessageLog::logMessage( QObject::tr( "Error setting default platform." ), LOGMESSAGE_TAG, Qgis::Warning ); + sAvailable = false; + } + else + { + cl::Device::setDefault( dev ); + std::vector devices; + devices.push_back( cl::Device::getDefault() ); + sContext = qgis::make_unique( devices ); + cl::Context::setDefault( *sContext ); + sAvailable = true; + } + } + initialized = true; + } +} + + +bool QgsOpenClUtils::enabled() +{ + return QgsSettings().value( SETTINGS_KEY, true, QgsSettings::Section::Core ).toBool(); +} + +bool QgsOpenClUtils::available() +{ + init(); + return sAvailable; +} + +void QgsOpenClUtils::setEnabled( bool enabled ) +{ + QgsSettings().setValue( SETTINGS_KEY, enabled, QgsSettings::Section::Core ); +} + +QString QgsOpenClUtils::sourceFromPath( const QString &path ) +{ + // TODO: check for compatibility with current platform ( cl_khr_fp64 ) + // Try to load the program sources + QString source_str; + QFile file( path ); + if ( file.open( QFile::ReadOnly | QFile::Text ) ) + { + QTextStream in( &file ); + source_str = in.readAll(); + file.close(); + } + else + { + QgsMessageLog::logMessage( QObject::tr( "Could not load OpenCL program from path %1." ).arg( path ), LOGMESSAGE_TAG, Qgis::Warning ); + } + return source_str; +} + +QString QgsOpenClUtils::buildLog( cl::BuildError &e ) +{ + cl::BuildLogType build_logs = e.getBuildLog(); + QString build_log; + if ( build_logs.size() > 0 ) + build_log = QString::fromStdString( build_logs[0].second ); + return build_log; +} diff --git a/src/core/qgsopenclutils.h b/src/core/qgsopenclutils.h new file mode 100644 index 00000000000..1041ce6fc6f --- /dev/null +++ b/src/core/qgsopenclutils.h @@ -0,0 +1,63 @@ +/*************************************************************************** + qgsopenclutils.h - QgsOpenClUtils + + --------------------- + begin : 11.4.2018 + copyright : (C) 2018 by Alessandro Pasotti + email : elpaso at itopen dot it + *************************************************************************** + * * + * This program is free software; you can redistribute it and/or modify * + * it under the terms of the GNU General Public License as published by * + * the Free Software Foundation; either version 2 of the License, or * + * (at your option) any later version. * + * * + ***************************************************************************/ +#ifndef QGSOPENCLUTILS_H +#define QGSOPENCLUTILS_H + +#define SIP_NO_FILE + +#define CL_HPP_ENABLE_EXCEPTIONS +#define CL_HPP_MINIMUM_OPENCL_VERSION 110 +#define CL_HPP_TARGET_OPENCL_VERSION 110 +#include + + +#include "qgis_core.h" +#include "qgis.h" + +//TODO: remove +#include "qgsmessagelog.h" + + +/** + * \ingroup core + * \class QgsOpenClUtils + * \brief The QgsOpenClUtils class is responsible for common OpenCL operations + * \since QGIS 3.4 + * \note not available in Python bindings + */ +class CORE_EXPORT QgsOpenClUtils +{ + public: + static bool enabled(); + static bool available(); + static void setEnabled( bool enabled ); + static QString buildLog( cl::BuildError &e ); + static QString sourceFromPath( const QString &path ); + static QLatin1String LOGMESSAGE_TAG; + + private: + QgsOpenClUtils(); + static void init(); + static bool sAvailable; + // TODO: check if this is needed + static std::unique_ptr sContext; + static QLatin1String SETTINGS_KEY; + +}; + + + +#endif // QGSOPENCLUTILS_H diff --git a/tests/src/core/testqgsopenclutils.cpp b/tests/src/core/testqgsopenclutils.cpp new file mode 100644 index 00000000000..5696b97c649 --- /dev/null +++ b/tests/src/core/testqgsopenclutils.cpp @@ -0,0 +1,135 @@ +/*************************************************************************** + testqgsopenclutils.cpp - TestQgsOpenClUtils + + --------------------- + begin : 11.4.2018 + copyright : (C) 2018 by Alessandro Pasotti + email : elpaso at itopen dot it + *************************************************************************** + * * + * This program is free software; you can redistribute it and/or modify * + * it under the terms of the GNU General Public License as published by * + * the Free Software Foundation; either version 2 of the License, or * + * (at your option) any later version. * + * * + ***************************************************************************/ + +#include "qgstest.h" +#include +#include +//header for class being tested +#include + + +class TestQgsOpenClUtils: public QObject +{ + Q_OBJECT + public: + + //void testRunMakeProgram(); + + private slots: + + void TestEnable(); + void TestDisable(); + void TestAvailable(); + void testRunProgram(); + + private: + + std::string source() + { + std::string pgm = R"CL( + __kernel void vectorAdd(__global float *a, __global float *b, __global float *c) + { + const int id = get_global_id(0); + c[id] = a[id] + b[id]; + } + )CL"; + return pgm; + + } +}; + +void TestQgsOpenClUtils::TestEnable() +{ + QgsOpenClUtils::setEnabled( true ); + QVERIFY( QgsOpenClUtils::enabled() ); +} + +void TestQgsOpenClUtils::TestDisable() +{ + QgsOpenClUtils::setEnabled( false ); + QVERIFY( !QgsOpenClUtils::enabled() ); +} + +void TestQgsOpenClUtils::TestAvailable() +{ + QVERIFY( QgsOpenClUtils::available() ); +} + + +void TestQgsOpenClUtils::testRunProgram() +{ + + cl_int err = 0; + + QVERIFY( err == 0 ); + + std::vector a_vec = {1, 10, 100}; + std::vector b_vec = {1, 10, 100}; + std::vector c_vec = {-1, -1, -1}; + cl::Buffer a_buf( a_vec.begin(), a_vec.end(), true ); + cl::Buffer b_buf( b_vec.begin(), b_vec.end(), true ); + cl::Buffer c_buf( c_vec.begin(), c_vec.end(), false ); + + try + { + cl::Program program( source( ), true ); + + // This also works: + //cl::Program program( source( ) ); + //program.build("-cl-std=CL1.1"); + + auto kernel = + cl::KernelFunctor < + cl::Buffer &, + cl::Buffer &, + cl::Buffer & + > ( program, "vectorAdd" ); + + kernel( cl::EnqueueArgs( + cl::NDRange( 3 ) + ), + a_buf, + b_buf, + c_buf + ); + } + catch ( cl::BuildError e ) + { + qDebug() << "OPENCL Error: " << e.err() << e.what(); + cl::BuildLogType build_logs = e.getBuildLog(); + QString build_log; + if ( build_logs.size() > 0 ) + build_log = QString::fromStdString( build_logs[0].second ); + else + build_log = QObject::tr( "Build logs not available!" ); + qDebug() << build_log; + + } + catch ( cl::Error e ) + { + qDebug() << "OPENCL Error: " << e.err() << e.what(); + } + cl::copy( c_buf, c_vec.begin(), c_vec.end() ); + for ( size_t i = 0; i < c_vec.size(); ++i ) + { + QCOMPARE( a_vec[i] + b_vec[i], c_vec[i] ); + qDebug() << c_vec[i]; + } +} + + +QGSTEST_MAIN( TestQgsOpenClUtils ) +#include "testqgsopenclutils.moc" diff --git a/tests/src/python/test_opencl.py b/tests/src/python/test_opencl.py new file mode 100644 index 00000000000..4e0ee1a05c6 --- /dev/null +++ b/tests/src/python/test_opencl.py @@ -0,0 +1,62 @@ +# -*- coding: utf-8 -*- +""" +Test the QgsSlopeFilter class + +Run with: ctest -V -R PyQgsOpenCL + +.. note:: This program is free software; you can redistribute it and/or modify +it under the terms of the GNU General Public License as published by +the Free Software Foundation; either version 2 of the License, or +(at your option) any later version. +""" + +import os +import tempfile +import shutil +from filecmp import cmp +from qgis.analysis import (QgsSlopeFilter, QgsAspectFilter) +from qgis.testing import start_app, unittest +from utilities import unitTestDataPath + +__author__ = 'Alessandro Pasotti' +__date__ = '09/04/2018' +__copyright__ = 'Copyright 2018, The QGIS Project' +# This will get replaced with a git SHA1 when you do a git archive +__revision__ = '$Format:%H$' + +TEST_DATA_DIR = unitTestDataPath() + +start_app() + + +class TestQgsSettings(unittest.TestCase): + + @classmethod + def setUpClass(cls): + cls.input = os.path.join(TEST_DATA_DIR, 'opencl', 'dem.tif') + cls.expected_slope = os.path.join(TEST_DATA_DIR, 'opencl', 'slope.tif') + cls.expected_slope = os.path.join(TEST_DATA_DIR, 'opencl', 'aspect.tif') + + cls.tempdir = tempfile.mkdtemp() + cls.output_slope = os.path.join(tempfile.mkdtemp(), 'slope.tif') + cls.output_aspect = os.path.join(tempfile.mkdtemp(), 'aspect.tif') + + @classmethod + def tearDownClass(cls): + print(cls.output_slope) + print(cls.output_aspect) + #shutil.rmtree(self.tempdir) + + def test_slope(self): + filter = QgsSlopeFilter(self.input, self.output_slope, 'GTiff') + self.assertEqual(filter.processRaster(), 0) + self.assertTrue(cmp(self.output_slope, self.expected_slope, False)) + + def test_aspect(self): + filter = QgsAspectFilter(self.input, self.output_aspect, 'GTiff') + self.assertEqual(filter.processRaster(), 0) + self.assertTrue(cmp(self.output_aspect, self.expected_aspect, False)) + + +if __name__ == '__main__': + unittest.main() diff --git a/tests/testdata/opencl/aspect.tif b/tests/testdata/opencl/aspect.tif new file mode 100644 index 0000000000000000000000000000000000000000..b901524ac1969bdf9be2d6ffd4a156a04204c108 GIT binary patch literal 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