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mpm_search_element_utility.h
// | / | // ' / __| _` | __| _ \ __| // . \ | ( | | ( |\__ \. // _|\_\_| \__,_|\__|\___/ ____/ // Multi-Physics // // License: BSD License // Kratos default license: kratos/license.txt // // Main authors: Bodhinanda Chandra // #ifndef KRATOS_MPM_SEARCH_ELEMENT_UTILITY #define KRATOS_MPM_SEARCH_ELEMENT_UTILITY // System includes // External includes // Project includes #include "includes/define.h" #include "utilities/binbased_fast_point_locator.h" #include "particle_mechanics_application_variables.h" namespace Kratos { namespace MPMSearchElementUtility { typedef std::size_t IndexType; typedef std::size_t SizeType; /** * @brief Search element connectivity for each particle * @details A search is performed to know in which grid element the material point falls. * If one or more material points fall in the grid element, the grid element is * set to be active and its connectivity is associated to the material point * element. * STEPS: * 1) All the elements are set to be INACTIVE * 2) A searching is performed and the grid elements which contain at least a MP are set to be ACTIVE * */ template<std::size_t TDimension> void SearchElement(ModelPart& rBackgroundGridModelPart, ModelPart& rMPMModelPart, const std::size_t MaxNumberOfResults, const double Tolerance) { // Reset elements to inactive #pragma omp parallel for for(int i = 0; i < static_cast<int>(rBackgroundGridModelPart.Elements().size()); ++i){ auto element_itr = rBackgroundGridModelPart.Elements().begin() + i; auto& r_geometry = element_itr->GetGeometry(); element_itr->Reset(ACTIVE); for (IndexType j=0; j < r_geometry.PointsNumber(); ++j) r_geometry[j].Reset(ACTIVE); } // Search background grid and make element active Vector N; const int max_result = 1000; #pragma omp parallel { BinBasedFastPointLocator<TDimension> SearchStructure(rBackgroundGridModelPart); SearchStructure.UpdateSearchDatabase(); typename BinBasedFastPointLocator<TDimension>::ResultContainerType results(max_result); // Element search and assign background grid #pragma omp for for(int i = 0; i < static_cast<int>(rMPMModelPart.Elements().size()); ++i){ auto element_itr = rMPMModelPart.Elements().begin() + i; const array_1d<double,3>& xg = element_itr->GetValue(MP_COORD); typename BinBasedFastPointLocator<TDimension>::ResultIteratorType result_begin = results.begin(); Element::Pointer pelem; // FindPointOnMesh find the background element in which a given point falls and the relative shape functions bool is_found = SearchStructure.FindPointOnMesh(xg, N, pelem, result_begin, MaxNumberOfResults, Tolerance); if (is_found == true) { pelem->Set(ACTIVE); element_itr->GetGeometry() = pelem->GetGeometry(); auto& r_geometry = element_itr->GetGeometry(); for (IndexType j=0; j < r_geometry.PointsNumber(); ++j) r_geometry[j].Set(ACTIVE); } else{ KRATOS_INFO("MPMSearchElementUtility") << "WARNING: Search Element for Material Point: " << element_itr->Id() << " is failed. Geometry is cleared." << std::endl; element_itr->GetGeometry().clear(); element_itr->Reset(ACTIVE); element_itr->Set(TO_ERASE); } } // Condition search and assign background grid #pragma omp for for(int i = 0; i < static_cast<int>(rMPMModelPart.Conditions().size()); ++i){ auto condition_itr = rMPMModelPart.Conditions().begin() + i; if (condition_itr->Has(MPC_COORD)){ const array_1d<double,3>& xg = condition_itr->GetValue(MPC_COORD); typename BinBasedFastPointLocator<TDimension>::ResultIteratorType result_begin = results.begin(); Element::Pointer pelem; // FindPointOnMesh find the background element in which a given point falls and the relative shape functions bool is_found = SearchStructure.FindPointOnMesh(xg, N, pelem, result_begin, MaxNumberOfResults, Tolerance); if (is_found == true) { pelem->Set(ACTIVE); condition_itr->GetGeometry() = pelem->GetGeometry(); auto& r_geometry = condition_itr->GetGeometry(); for (IndexType j=0; j < r_geometry.PointsNumber(); ++j) r_geometry[j].Set(ACTIVE); } else{ KRATOS_INFO("MPMSearchElementUtility") << "WARNING: Search Element for Material Point Condition: " << condition_itr->Id() << " is failed. Geometry is cleared." << std::endl; condition_itr->GetGeometry().clear(); condition_itr->Reset(ACTIVE); condition_itr->Set(TO_ERASE); } } } } } } // end namespace MPMSearchElementUtility } // end namespace Kratos #endif // KRATOS_MPM_SEARCH_ELEMENT_UTILITY
crivoMP.c
#include <stdio.h> #include <stdlib.h> #include <math.h> #include <omp.h> #define TAMANHO 10000000 int main(){ long int i, j; int *table = (int *) malloc(TAMANHO * sizeof(int)); long int raiz = floor(sqrt(TAMANHO)); int qtdPrimos = 0; //execução serial double inicio = omp_get_wtime(); #pragma omp parallel num_threads(1) { #pragma omp for for(i = 2;i <= TAMANHO;i++){ table[i] = 1; } #pragma omp for schedule(dynamic) for(i = 2; i <= raiz;i++){ if(table[i]==1){ for(int j= i*i;j<=TAMANHO;j+=i){ table[j] = 0; } } } #pragma omp parallel for reduction(+:qtdPrimos) for (int i = 2; i <= TAMANHO; i++) qtdPrimos += table[i]; } double fim = omp_get_wtime(); double t_serial = fim-inicio; printf("Execucao serial: %f\n",t_serial); printf("Primos:%d \n",qtdPrimos); //execução paralela qtdPrimos = 0; inicio = omp_get_wtime(); #pragma omp parallel num_threads(4) { #pragma omp for for(i = 2;i <= TAMANHO;i++){ table[i] = 1; } #pragma omp for schedule(dynamic) for(i = 2; i <= raiz;i++){ if(table[i]==1){ for(int j= i*i;j<=TAMANHO;j+=i){ table[j] = 0; } } } #pragma omp for reduction(+:qtdPrimos) for (int i = 2; i <= TAMANHO; i++) qtdPrimos += table[i]; } fim = omp_get_wtime(); double t_paralelo = fim - inicio; printf("Execucao paralela: %f\n",t_paralelo); printf("Primos:%d \n",qtdPrimos); double speedup = t_serial/t_paralelo; printf("Speedup: %.4f\n", t_serial/t_paralelo); printf("Eficiencia: %.4f\n",speedup/4.0); free(table); return 0; }
673.c
/* POLYBENCH/GPU-OPENMP * * This file is a part of the Polybench/GPU-OpenMP suite * * Contact: * William Killian <killian@udel.edu> * * Copyright 2013, The University of Delaware */ #include <stdio.h> #include <unistd.h> #include <string.h> #include <math.h> /* Include polybench common header. */ #include <polybench.h> /* Include benchmark-specific header. */ /* Default data type is double, default size is 4000. */ #include "atax.h" /* Array initialization. */ static void init_array (int nx, int ny, DATA_TYPE POLYBENCH_2D(A,NX,NY,nx,ny), DATA_TYPE POLYBENCH_1D(x,NY,ny)) { int i, j; for (i = 0; i < ny; i++) x[i] = i * M_PI; for (i = 0; i < nx; i++) for (j = 0; j < ny; j++) A[i][j] = ((DATA_TYPE) i*(j+1)) / nx; } /* DCE code. Must scan the entire live-out data. Can be used also to check the correctness of the output. */ static void print_array(int nx, DATA_TYPE POLYBENCH_1D(y,NX,nx)) { int i; for (i = 0; i < nx; i++) { fprintf (stderr, DATA_PRINTF_MODIFIER, y[i]); if (i % 20 == 0) fprintf (stderr, "\n"); } fprintf (stderr, "\n"); } /* Main computational kernel. The whole function will be timed, including the call and return. */ static void kernel_atax(int nx, int ny, DATA_TYPE POLYBENCH_2D(A,NX,NY,nx,ny), DATA_TYPE POLYBENCH_1D(x,NY,ny), DATA_TYPE POLYBENCH_1D(y,NY,ny), DATA_TYPE POLYBENCH_1D(tmp,NX,nx)) { int i, j; #pragma scop #pragma omp parallel num_threads(4) { #pragma omp for schedule(dynamic, 1) for (i = 0; i < _PB_NY; i++) y[i] = 0; #pragma omp for private (j) schedule(dynamic, 1) for (i = 0; i < _PB_NX; i++) { tmp[i] = 0; for (j = 0; j < _PB_NY; j++) tmp[i] = tmp[i] + A[i][j] * x[j]; for (j = 0; j < _PB_NY; j++) y[j] = y[j] + A[i][j] * tmp[i]; } } #pragma endscop } int main(int argc, char** argv) { /* Retrieve problem size. */ int nx = NX; int ny = NY; /* Variable declaration/allocation. */ POLYBENCH_2D_ARRAY_DECL(A, DATA_TYPE, NX, NY, nx, ny); POLYBENCH_1D_ARRAY_DECL(x, DATA_TYPE, NY, ny); POLYBENCH_1D_ARRAY_DECL(y, DATA_TYPE, NY, ny); POLYBENCH_1D_ARRAY_DECL(tmp, DATA_TYPE, NX, nx); /* Initialize array(s). */ init_array (nx, ny, POLYBENCH_ARRAY(A), POLYBENCH_ARRAY(x)); /* Start timer. */ polybench_start_instruments; /* Run kernel. */ kernel_atax (nx, ny, POLYBENCH_ARRAY(A), POLYBENCH_ARRAY(x), POLYBENCH_ARRAY(y), POLYBENCH_ARRAY(tmp)); /* Stop and print timer. */ polybench_stop_instruments; polybench_print_instruments; /* Prevent dead-code elimination. All live-out data must be printed by the function call in argument. */ polybench_prevent_dce(print_array(nx, POLYBENCH_ARRAY(y))); /* Be clean. */ POLYBENCH_FREE_ARRAY(A); POLYBENCH_FREE_ARRAY(x); POLYBENCH_FREE_ARRAY(y); POLYBENCH_FREE_ARRAY(tmp); return 0; }
matrix.c
/* %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % % % % % % M M AAA TTTTT RRRR IIIII X X % % MM MM A A T R R I X X % % M M M AAAAA T RRRR I X % % M M A A T R R I X X % % M M A A T R R IIIII X X % % % % % % MagickCore Matrix Methods % % % % Software Design % % Cristy % % August 2007 % % % % % % Copyright 1999-2014 ImageMagick Studio LLC, a non-profit organization % % dedicated to making software imaging solutions freely available. % % % % You may not use this file except in compliance with the License. You may % % obtain a copy of the License at % % % % http://www.imagemagick.org/script/license.php % % % % Unless required by applicable law or agreed to in writing, software % % distributed under the License is distributed on an "AS IS" BASIS, % % WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. % % See the License for the specific language governing permissions and % % limitations under the License. % % % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % */ /* Include declarations. */ #include "magick/studio.h" #include "magick/blob.h" #include "magick/blob-private.h" #include "magick/exception.h" #include "magick/exception-private.h" #include "magick/matrix.h" #include "magick/memory_.h" #include "magick/pixel-private.h" #include "magick/resource_.h" #include "magick/semaphore.h" #include "magick/thread-private.h" #include "magick/utility.h" /* Typedef declaration. */ struct _MatrixInfo { CacheType type; size_t columns, rows, stride; MagickSizeType length; MagickBooleanType mapped, synchronize; char path[MaxTextExtent]; int file; void *elements; SemaphoreInfo *semaphore; size_t signature; }; /* %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % % % % % % A c q u i r e M a t r i x I n f o % % % % % % % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % AcquireMatrixInfo() allocates the ImageInfo structure. % % The format of the AcquireMatrixInfo method is: % % MatrixInfo *AcquireMatrixInfo(const size_t columns,const size_t rows, % const size_t stride,ExceptionInfo *exception) % % A description of each parameter follows: % % o columns: the matrix columns. % % o rows: the matrix rows. % % o stride: the matrix stride. % % o exception: return any errors or warnings in this structure. % */ static inline MagickSizeType MagickMin(const MagickSizeType x, const MagickSizeType y) { if (x < y) return(x); return(y); } #if defined(SIGBUS) static void MatrixSignalHandler(int status) { ThrowFatalException(CacheFatalError,"UnableToExtendMatrixCache"); } #endif static inline MagickOffsetType WriteMatrixElements( const MatrixInfo *restrict matrix_info,const MagickOffsetType offset, const MagickSizeType length,const unsigned char *restrict buffer) { register MagickOffsetType i; ssize_t count; #if !defined(MAGICKCORE_HAVE_PWRITE) LockSemaphoreInfo(matrix_info->semaphore); if (lseek(matrix_info->file,offset,SEEK_SET) < 0) { UnlockSemaphoreInfo(matrix_info->semaphore); return((MagickOffsetType) -1); } #endif count=0; for (i=0; i < (MagickOffsetType) length; i+=count) { #if !defined(MAGICKCORE_HAVE_PWRITE) count=write(matrix_info->file,buffer+i,(size_t) MagickMin(length-i, (MagickSizeType) SSIZE_MAX)); #else count=pwrite(matrix_info->file,buffer+i,(size_t) MagickMin(length-i, (MagickSizeType) SSIZE_MAX),(off_t) (offset+i)); #endif if (count <= 0) { count=0; if (errno != EINTR) break; } } #if !defined(MAGICKCORE_HAVE_PWRITE) UnlockSemaphoreInfo(matrix_info->semaphore); #endif return(i); } static MagickBooleanType SetMatrixExtent(MatrixInfo *restrict matrix_info, MagickSizeType length) { MagickOffsetType count, extent, offset; if (length != (MagickSizeType) ((MagickOffsetType) length)) return(MagickFalse); offset=(MagickOffsetType) lseek(matrix_info->file,0,SEEK_END); if (offset < 0) return(MagickFalse); if ((MagickSizeType) offset >= length) return(MagickTrue); extent=(MagickOffsetType) length-1; count=WriteMatrixElements(matrix_info,extent,1,(const unsigned char *) ""); #if defined(MAGICKCORE_HAVE_POSIX_FALLOCATE) if (matrix_info->synchronize != MagickFalse) { int status; status=posix_fallocate(matrix_info->file,offset+1,extent-offset); if (status != 0) return(MagickFalse); } #endif #if defined(SIGBUS) (void) signal(SIGBUS,MatrixSignalHandler); #endif return(count != (MagickOffsetType) 1 ? MagickFalse : MagickTrue); } MagickExport MatrixInfo *AcquireMatrixInfo(const size_t columns, const size_t rows,const size_t stride,ExceptionInfo *exception) { char *synchronize; MagickBooleanType status; MatrixInfo *matrix_info; matrix_info=(MatrixInfo *) AcquireMagickMemory(sizeof(*matrix_info)); if (matrix_info == (MatrixInfo *) NULL) return((MatrixInfo *) NULL); (void) ResetMagickMemory(matrix_info,0,sizeof(*matrix_info)); matrix_info->signature=MagickSignature; matrix_info->columns=columns; matrix_info->rows=rows; matrix_info->stride=stride; matrix_info->semaphore=AllocateSemaphoreInfo(); synchronize=GetEnvironmentValue("MAGICK_SYNCHRONIZE"); if (synchronize != (const char *) NULL) { matrix_info->synchronize=IsStringTrue(synchronize); synchronize=DestroyString(synchronize); } matrix_info->length=(MagickSizeType) columns*rows*stride; if (matrix_info->columns != (size_t) (matrix_info->length/rows/stride)) { (void) ThrowMagickException(exception,GetMagickModule(),CacheError, "CacheResourcesExhausted","`%s'","matrix cache"); return(DestroyMatrixInfo(matrix_info)); } matrix_info->type=MemoryCache; status=AcquireMagickResource(AreaResource,matrix_info->length); if ((status != MagickFalse) && (matrix_info->length == (MagickSizeType) ((size_t) matrix_info->length))) { status=AcquireMagickResource(MemoryResource,matrix_info->length); if (status != MagickFalse) { matrix_info->mapped=MagickFalse; matrix_info->elements=AcquireMagickMemory((size_t) matrix_info->length); if (matrix_info->elements == NULL) { matrix_info->mapped=MagickTrue; matrix_info->elements=MapBlob(-1,IOMode,0,(size_t) matrix_info->length); } if (matrix_info->elements == (unsigned short *) NULL) RelinquishMagickResource(MemoryResource,matrix_info->length); } } matrix_info->file=(-1); if (matrix_info->elements == (unsigned short *) NULL) { status=AcquireMagickResource(DiskResource,matrix_info->length); if (status == MagickFalse) { (void) ThrowMagickException(exception,GetMagickModule(),CacheError, "CacheResourcesExhausted","`%s'","matrix cache"); return(DestroyMatrixInfo(matrix_info)); } matrix_info->type=DiskCache; (void) AcquireMagickResource(MemoryResource,matrix_info->length); matrix_info->file=AcquireUniqueFileResource(matrix_info->path); if (matrix_info->file == -1) return(DestroyMatrixInfo(matrix_info)); status=AcquireMagickResource(MapResource,matrix_info->length); if (status != MagickFalse) { status=SetMatrixExtent(matrix_info,matrix_info->length); if (status != MagickFalse) { matrix_info->elements=(void *) MapBlob(matrix_info->file,IOMode,0, (size_t) matrix_info->length); if (matrix_info->elements != NULL) matrix_info->type=MapCache; else RelinquishMagickResource(MapResource,matrix_info->length); } } } return(matrix_info); } /* %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % % % % % % A c q u i r e M a g i c k M a t r i x % % % % % % % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % AcquireMagickMatrix() allocates and returns a matrix in the form of an % array of pointers to an array of doubles, with all values pre-set to zero. % % This used to generate the two dimensional matrix, and vectors required % for the GaussJordanElimination() method below, solving some system of % simultanious equations. % % The format of the AcquireMagickMatrix method is: % % double **AcquireMagickMatrix(const size_t number_rows, % const size_t size) % % A description of each parameter follows: % % o number_rows: the number pointers for the array of pointers % (first dimension). % % o size: the size of the array of doubles each pointer points to % (second dimension). % */ MagickExport double **AcquireMagickMatrix(const size_t number_rows, const size_t size) { double **matrix; register ssize_t i, j; matrix=(double **) AcquireQuantumMemory(number_rows,sizeof(*matrix)); if (matrix == (double **) NULL) return((double **)NULL); for (i=0; i < (ssize_t) number_rows; i++) { matrix[i]=(double *) AcquireQuantumMemory(size,sizeof(*matrix[i])); if (matrix[i] == (double *) NULL) { for (j=0; j < i; j++) matrix[j]=(double *) RelinquishMagickMemory(matrix[j]); matrix=(double **) RelinquishMagickMemory(matrix); return((double **) NULL); } for (j=0; j < (ssize_t) size; j++) matrix[i][j]=0.0; } return(matrix); } /* %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % % % % % % D e s t r o y M a t r i x I n f o % % % % % % % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % DestroyMatrixInfo() dereferences a matrix, deallocating memory associated % with the matrix. % % The format of the DestroyImage method is: % % MatrixInfo *DestroyMatrixInfo(MatrixInfo *matrix_info) % % A description of each parameter follows: % % o matrix_info: the matrix. % */ MagickExport MatrixInfo *DestroyMatrixInfo(MatrixInfo *matrix_info) { assert(matrix_info != (MatrixInfo *) NULL); assert(matrix_info->signature == MagickSignature); LockSemaphoreInfo(matrix_info->semaphore); switch (matrix_info->type) { case MemoryCache: { if (matrix_info->mapped == MagickFalse) matrix_info->elements=RelinquishMagickMemory(matrix_info->elements); else { (void) UnmapBlob(matrix_info->elements,(size_t) matrix_info->length); matrix_info->elements=(unsigned short *) NULL; } RelinquishMagickResource(MemoryResource,matrix_info->length); break; } case MapCache: { (void) UnmapBlob(matrix_info->elements,(size_t) matrix_info->length); matrix_info->elements=NULL; RelinquishMagickResource(MapResource,matrix_info->length); } case DiskCache: { if (matrix_info->file != -1) (void) close(matrix_info->file); (void) RelinquishUniqueFileResource(matrix_info->path); RelinquishMagickResource(DiskResource,matrix_info->length); break; } default: break; } UnlockSemaphoreInfo(matrix_info->semaphore); DestroySemaphoreInfo(&matrix_info->semaphore); return((MatrixInfo *) RelinquishMagickMemory(matrix_info)); } /* %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % % % % % % G a u s s J o r d a n E l i m i n a t i o n % % % % % % % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % GaussJordanElimination() returns a matrix in reduced row echelon form, % while simultaneously reducing and thus solving the augumented results % matrix. % % See also http://en.wikipedia.org/wiki/Gauss-Jordan_elimination % % The format of the GaussJordanElimination method is: % % MagickBooleanType GaussJordanElimination(double **matrix,double **vectors, % const size_t rank,const size_t number_vectors) % % A description of each parameter follows: % % o matrix: the matrix to be reduced, as an 'array of row pointers'. % % o vectors: the additional matrix argumenting the matrix for row reduction. % Producing an 'array of column vectors'. % % o rank: The size of the matrix (both rows and columns). % Also represents the number terms that need to be solved. % % o number_vectors: Number of vectors columns, argumenting the above matrix. % Usally 1, but can be more for more complex equation solving. % % Note that the 'matrix' is given as a 'array of row pointers' of rank size. % That is values can be assigned as matrix[row][column] where 'row' is % typically the equation, and 'column' is the term of the equation. % That is the matrix is in the form of a 'row first array'. % % However 'vectors' is a 'array of column pointers' which can have any number % of columns, with each column array the same 'rank' size as 'matrix'. % % This allows for simpler handling of the results, especially is only one % column 'vector' is all that is required to produce the desired solution. % % For example, the 'vectors' can consist of a pointer to a simple array of % doubles. when only one set of simultanious equations is to be solved from % the given set of coefficient weighted terms. % % double **matrix = AcquireMagickMatrix(8UL,8UL); % double coefficents[8]; % ... % GaussJordanElimination(matrix, &coefficents, 8UL, 1UL); % % However by specifing more 'columns' (as an 'array of vector columns', % you can use this function to solve a set of 'separable' equations. % % For example a distortion function where u = U(x,y) v = V(x,y) % And the functions U() and V() have separate coefficents, but are being % generated from a common x,y->u,v data set. % % Another example is generation of a color gradient from a set of colors % at specific coordients, such as a list x,y -> r,g,b,a % (Reference to be added - Anthony) % % You can also use the 'vectors' to generate an inverse of the given 'matrix' % though as a 'column first array' rather than a 'row first array'. For % details see http://en.wikipedia.org/wiki/Gauss-Jordan_elimination % */ MagickExport MagickBooleanType GaussJordanElimination(double **matrix, double **vectors,const size_t rank,const size_t number_vectors) { #define GaussJordanSwap(x,y) \ { \ if ((x) != (y)) \ { \ (x)+=(y); \ (y)=(x)-(y); \ (x)=(x)-(y); \ } \ } double max, scale; register ssize_t i, j, k; ssize_t column, *columns, *pivots, row, *rows; columns=(ssize_t *) AcquireQuantumMemory(rank,sizeof(*columns)); rows=(ssize_t *) AcquireQuantumMemory(rank,sizeof(*rows)); pivots=(ssize_t *) AcquireQuantumMemory(rank,sizeof(*pivots)); if ((rows == (ssize_t *) NULL) || (columns == (ssize_t *) NULL) || (pivots == (ssize_t *) NULL)) { if (pivots != (ssize_t *) NULL) pivots=(ssize_t *) RelinquishMagickMemory(pivots); if (columns != (ssize_t *) NULL) columns=(ssize_t *) RelinquishMagickMemory(columns); if (rows != (ssize_t *) NULL) rows=(ssize_t *) RelinquishMagickMemory(rows); return(MagickFalse); } (void) ResetMagickMemory(columns,0,rank*sizeof(*columns)); (void) ResetMagickMemory(rows,0,rank*sizeof(*rows)); (void) ResetMagickMemory(pivots,0,rank*sizeof(*pivots)); column=0; row=0; for (i=0; i < (ssize_t) rank; i++) { max=0.0; for (j=0; j < (ssize_t) rank; j++) if (pivots[j] != 1) { for (k=0; k < (ssize_t) rank; k++) if (pivots[k] != 0) { if (pivots[k] > 1) return(MagickFalse); } else if (fabs(matrix[j][k]) >= max) { max=fabs(matrix[j][k]); row=j; column=k; } } pivots[column]++; if (row != column) { for (k=0; k < (ssize_t) rank; k++) GaussJordanSwap(matrix[row][k],matrix[column][k]); for (k=0; k < (ssize_t) number_vectors; k++) GaussJordanSwap(vectors[k][row],vectors[k][column]); } rows[i]=row; columns[i]=column; if (matrix[column][column] == 0.0) return(MagickFalse); /* sigularity */ scale=PerceptibleReciprocal(matrix[column][column]); matrix[column][column]=1.0; for (j=0; j < (ssize_t) rank; j++) matrix[column][j]*=scale; for (j=0; j < (ssize_t) number_vectors; j++) vectors[j][column]*=scale; for (j=0; j < (ssize_t) rank; j++) if (j != column) { scale=matrix[j][column]; matrix[j][column]=0.0; for (k=0; k < (ssize_t) rank; k++) matrix[j][k]-=scale*matrix[column][k]; for (k=0; k < (ssize_t) number_vectors; k++) vectors[k][j]-=scale*vectors[k][column]; } } for (j=(ssize_t) rank-1; j >= 0; j--) if (columns[j] != rows[j]) for (i=0; i < (ssize_t) rank; i++) GaussJordanSwap(matrix[i][rows[j]],matrix[i][columns[j]]); pivots=(ssize_t *) RelinquishMagickMemory(pivots); rows=(ssize_t *) RelinquishMagickMemory(rows); columns=(ssize_t *) RelinquishMagickMemory(columns); return(MagickTrue); } /* %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % % % % % % G e t M a t r i x C o l u m n s % % % % % % % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % GetMatrixColumns() returns the number of columns in the matrix. % % The format of the GetMatrixColumns method is: % % size_t GetMatrixColumns(const MatrixInfo *matrix_info) % % A description of each parameter follows: % % o matrix_info: the matrix. % */ MagickExport size_t GetMatrixColumns(const MatrixInfo *matrix_info) { assert(matrix_info != (MatrixInfo *) NULL); assert(matrix_info->signature == MagickSignature); return(matrix_info->columns); } /* %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % % % % % % G e t M a t r i x E l e m e n t % % % % % % % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % GetMatrixElement() returns the specifed element in the matrix. % % The format of the GetMatrixElement method is: % % MagickBooleanType GetMatrixElement(const MatrixInfo *matrix_info, % const ssize_t x,const ssize_t y,void *value) % % A description of each parameter follows: % % o matrix_info: the matrix columns. % % o x: the matrix x-offset. % % o y: the matrix y-offset. % % o value: return the matrix element in this buffer. % */ static inline ssize_t EdgeX(const ssize_t x,const size_t columns) { if (x < 0L) return(0L); if (x >= (ssize_t) columns) return((ssize_t) (columns-1)); return(x); } static inline ssize_t EdgeY(const ssize_t y,const size_t rows) { if (y < 0L) return(0L); if (y >= (ssize_t) rows) return((ssize_t) (rows-1)); return(y); } static inline MagickOffsetType ReadMatrixElements( const MatrixInfo *restrict matrix_info,const MagickOffsetType offset, const MagickSizeType length,unsigned char *restrict buffer) { register MagickOffsetType i; ssize_t count; #if !defined(MAGICKCORE_HAVE_PREAD) LockSemaphoreInfo(matrix_info->semaphore); if (lseek(matrix_info->file,offset,SEEK_SET) < 0) { UnlockSemaphoreInfo(matrix_info->semaphore); return((MagickOffsetType) -1); } #endif count=0; for (i=0; i < (MagickOffsetType) length; i+=count) { #if !defined(MAGICKCORE_HAVE_PREAD) count=read(matrix_info->file,buffer+i,(size_t) MagickMin(length-i, (MagickSizeType) SSIZE_MAX)); #else count=pread(matrix_info->file,buffer+i,(size_t) MagickMin(length-i, (MagickSizeType) SSIZE_MAX),(off_t) (offset+i)); #endif if (count <= 0) { count=0; if (errno != EINTR) break; } } #if !defined(MAGICKCORE_HAVE_PREAD) UnlockSemaphoreInfo(matrix_info->semaphore); #endif return(i); } MagickExport MagickBooleanType GetMatrixElement(const MatrixInfo *matrix_info, const ssize_t x,const ssize_t y,void *value) { MagickOffsetType count, i; assert(matrix_info != (const MatrixInfo *) NULL); assert(matrix_info->signature == MagickSignature); i=(MagickOffsetType) EdgeY(y,matrix_info->rows)*matrix_info->columns+ EdgeX(x,matrix_info->columns); if (matrix_info->type != DiskCache) { (void) memcpy(value,(unsigned char *) matrix_info->elements+i* matrix_info->stride,matrix_info->stride); return(MagickTrue); } count=ReadMatrixElements(matrix_info,i*matrix_info->stride, matrix_info->stride,(unsigned char *) value); if (count != (MagickOffsetType) matrix_info->stride) return(MagickFalse); return(MagickTrue); } /* %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % % % % % % G e t M a t r i x R o w s % % % % % % % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % GetMatrixRows() returns the number of rows in the matrix. % % The format of the GetMatrixRows method is: % % size_t GetMatrixRows(const MatrixInfo *matrix_info) % % A description of each parameter follows: % % o matrix_info: the matrix. % */ MagickExport size_t GetMatrixRows(const MatrixInfo *matrix_info) { assert(matrix_info != (const MatrixInfo *) NULL); assert(matrix_info->signature == MagickSignature); return(matrix_info->rows); } /* %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % % % % % % L e a s t S q u a r e s A d d T e r m s % % % % % % % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % LeastSquaresAddTerms() adds one set of terms and associate results to the % given matrix and vectors for solving using least-squares function fitting. % % The format of the AcquireMagickMatrix method is: % % void LeastSquaresAddTerms(double **matrix,double **vectors, % const double *terms,const double *results,const size_t rank, % const size_t number_vectors); % % A description of each parameter follows: % % o matrix: the square matrix to add given terms/results to. % % o vectors: the result vectors to add terms/results to. % % o terms: the pre-calculated terms (without the unknown coefficent % weights) that forms the equation being added. % % o results: the result(s) that should be generated from the given terms % weighted by the yet-to-be-solved coefficents. % % o rank: the rank or size of the dimensions of the square matrix. % Also the length of vectors, and number of terms being added. % % o number_vectors: Number of result vectors, and number or results being % added. Also represents the number of separable systems of equations % that is being solved. % % Example of use... % % 2 dimensional Affine Equations (which are separable) % c0*x + c2*y + c4*1 => u % c1*x + c3*y + c5*1 => v % % double **matrix = AcquireMagickMatrix(3UL,3UL); % double **vectors = AcquireMagickMatrix(2UL,3UL); % double terms[3], results[2]; % ... % for each given x,y -> u,v % terms[0] = x; % terms[1] = y; % terms[2] = 1; % results[0] = u; % results[1] = v; % LeastSquaresAddTerms(matrix,vectors,terms,results,3UL,2UL); % ... % if ( GaussJordanElimination(matrix,vectors,3UL,2UL) ) { % c0 = vectors[0][0]; % c2 = vectors[0][1]; % c4 = vectors[0][2]; % c1 = vectors[1][0]; % c3 = vectors[1][1]; % c5 = vectors[1][2]; % } % else % printf("Matrix unsolvable\n); % RelinquishMagickMatrix(matrix,3UL); % RelinquishMagickMatrix(vectors,2UL); % */ MagickExport void LeastSquaresAddTerms(double **matrix,double **vectors, const double *terms,const double *results,const size_t rank, const size_t number_vectors) { register ssize_t i, j; for (j=0; j < (ssize_t) rank; j++) { for (i=0; i < (ssize_t) rank; i++) matrix[i][j]+=terms[i]*terms[j]; for (i=0; i < (ssize_t) number_vectors; i++) vectors[i][j]+=results[i]*terms[j]; } return; } /* %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % % % % % % M a t r i x T o I m a g e % % % % % % % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % MatrixToImage() returns a matrix as an image. The matrix elements must be % of type double otherwise nonsense is returned. % % The format of the MatrixToImage method is: % % Image *MatrixToImage(const MatrixInfo *matrix_info, % ExceptionInfo *exception) % % A description of each parameter follows: % % o matrix_info: the matrix. % % o exception: return any errors or warnings in this structure. % */ MagickExport Image *MatrixToImage(const MatrixInfo *matrix_info, ExceptionInfo *exception) { CacheView *image_view; double max_value, min_value, scale_factor, value; Image *image; MagickBooleanType status; ssize_t y; assert(matrix_info != (const MatrixInfo *) NULL); assert(matrix_info->signature == MagickSignature); assert(exception != (ExceptionInfo *) NULL); assert(exception->signature == MagickSignature); if (matrix_info->stride < sizeof(double)) return((Image *) NULL); /* Determine range of matrix. */ (void) GetMatrixElement(matrix_info,0,0,&value); min_value=value; max_value=value; for (y=0; y < (ssize_t) matrix_info->rows; y++) { register ssize_t x; for (x=0; x < (ssize_t) matrix_info->columns; x++) { if (GetMatrixElement(matrix_info,x,y,&value) == MagickFalse) continue; if (value < min_value) min_value=value; else if (value > max_value) max_value=value; } } if ((min_value == 0.0) && (max_value == 0.0)) scale_factor=0; else if (min_value == max_value) { scale_factor=(double) QuantumRange/min_value; min_value=0; } else scale_factor=(double) QuantumRange/(max_value-min_value); /* Convert matrix to image. */ image=AcquireImage((ImageInfo *) NULL); image->columns=matrix_info->columns; image->rows=matrix_info->rows; image->colorspace=GRAYColorspace; status=MagickTrue; image_view=AcquireAuthenticCacheView(image,exception); #if defined(MAGICKCORE_OPENMP_SUPPORT) #pragma omp parallel for schedule(static,4) shared(status) \ magick_threads(image,image,image->rows,1) #endif for (y=0; y < (ssize_t) image->rows; y++) { double value; register PixelPacket *q; register ssize_t x; if (status == MagickFalse) continue; q=QueueCacheViewAuthenticPixels(image_view,0,y,image->columns,1,exception); if (q == (PixelPacket *) NULL) { status=MagickFalse; continue; } for (x=0; x < (ssize_t) image->columns; x++) { if (GetMatrixElement(matrix_info,x,y,&value) == MagickFalse) continue; value=scale_factor*(value-min_value); q->red=ClampToQuantum(value); q->green=q->red; q->blue=q->red; q++; } if (SyncCacheViewAuthenticPixels(image_view,exception) == MagickFalse) status=MagickFalse; } image_view=DestroyCacheView(image_view); if (status == MagickFalse) image=DestroyImage(image); return(image); } /* %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % % % % % % N u l l M a t r i x % % % % % % % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % NullMatrix() sets all elements of the matrix to zero. % % The format of the ResetMagickMemory method is: % % MagickBooleanType *NullMatrix(MatrixInfo *matrix_info) % % A description of each parameter follows: % % o matrix_info: the matrix. % */ MagickExport MagickBooleanType NullMatrix(MatrixInfo *matrix_info) { register ssize_t x; ssize_t count, y; unsigned char value; assert(matrix_info != (const MatrixInfo *) NULL); assert(matrix_info->signature == MagickSignature); if (matrix_info->type != DiskCache) { (void) ResetMagickMemory(matrix_info->elements,0,(size_t) matrix_info->length); return(MagickTrue); } value=0; (void) lseek(matrix_info->file,0,SEEK_SET); for (y=0; y < (ssize_t) matrix_info->rows; y++) { for (x=0; x < (ssize_t) matrix_info->length; x++) { count=write(matrix_info->file,&value,sizeof(value)); if (count != (ssize_t) sizeof(value)) break; } if (x < (ssize_t) matrix_info->length) break; } return(y < (ssize_t) matrix_info->rows ? MagickFalse : MagickTrue); } /* %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % % % % % % R e l i n q u i s h M a g i c k M a t r i x % % % % % % % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % RelinquishMagickMatrix() frees the previously acquired matrix (array of % pointers to arrays of doubles). % % The format of the RelinquishMagickMatrix method is: % % double **RelinquishMagickMatrix(double **matrix, % const size_t number_rows) % % A description of each parameter follows: % % o matrix: the matrix to relinquish % % o number_rows: the first dimension of the acquired matrix (number of % pointers) % */ MagickExport double **RelinquishMagickMatrix(double **matrix, const size_t number_rows) { register ssize_t i; if (matrix == (double **) NULL ) return(matrix); for (i=0; i < (ssize_t) number_rows; i++) matrix[i]=(double *) RelinquishMagickMemory(matrix[i]); matrix=(double **) RelinquishMagickMemory(matrix); return(matrix); } /* %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % % % % % % S e t M a t r i x E l e m e n t % % % % % % % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % SetMatrixElement() sets the specifed element in the matrix. % % The format of the SetMatrixElement method is: % % MagickBooleanType SetMatrixElement(const MatrixInfo *matrix_info, % const ssize_t x,const ssize_t y,void *value) % % A description of each parameter follows: % % o matrix_info: the matrix columns. % % o x: the matrix x-offset. % % o y: the matrix y-offset. % % o value: set the matrix element to this value. % */ MagickExport MagickBooleanType SetMatrixElement(const MatrixInfo *matrix_info, const ssize_t x,const ssize_t y,const void *value) { MagickOffsetType count, i; assert(matrix_info != (const MatrixInfo *) NULL); assert(matrix_info->signature == MagickSignature); i=(MagickOffsetType) y*matrix_info->columns+x; if ((i < 0) || ((MagickSizeType) (i*matrix_info->stride) >= matrix_info->length)) return(MagickFalse); if (matrix_info->type != DiskCache) { (void) memcpy((unsigned char *) matrix_info->elements+i* matrix_info->stride,value,matrix_info->stride); return(MagickTrue); } count=WriteMatrixElements(matrix_info,i*matrix_info->stride, matrix_info->stride,(unsigned char *) value); if (count != (MagickOffsetType) matrix_info->stride) return(MagickFalse); return(MagickTrue); }
normal_equations.h
/// Tools implementing the Gauss-Newton method for non-linear least-squares. #ifndef SCITBX_GAUSS_NEWTON_H #define SCITBX_GAUSS_NEWTON_H #include <scitbx/array_family/shared.h> #include <scitbx/array_family/shared_algebra.h> #include <scitbx/array_family/ref_algebra.h> #include <scitbx/array_family/owning_ref.h> #include <scitbx/array_family/accessors/row_and_column.h> #include <scitbx/matrix/cholesky.h> #include <scitbx/matrix/symmetric_rank_1_update.h> #include <scitbx/sparse/matrix.h> #include <scitbx/sparse/triangular.h> #include <sstream> namespace scitbx { namespace lstbx { namespace normal_equations { #define SCITBX_LSTBX_DECLARE_ARRAY_TYPE(FloatType) \ typedef FloatType scalar_t; \ typedef af::ref_owning_versa<scalar_t, \ af::packed_u_accessor> \ symmetric_matrix_owning_ref_t; \ typedef af::ref_owning_versa<scalar_t, \ af::packed_u_accessor> \ upper_diagonal_matrix_owning_ref_t; \ typedef af::ref<scalar_t, \ af::packed_u_accessor> \ symmetric_matrix_ref_t; \ typedef af::versa<scalar_t, \ af::packed_u_accessor> \ symmetric_matrix_t; \ typedef af::versa<scalar_t, \ af::packed_u_accessor> \ upper_diagonal_matrix_t; \ typedef af::ref_owning_versa<FloatType, af::mat_grid> matrix_owning_ref_t;\ typedef af::ref<FloatType, af::mat_grid> matrix_ref_t; \ typedef af::ref_owning_shared<scalar_t> vector_owning_ref_t; \ typedef af::shared<scalar_t> vector_t; \ typedef af::ref<scalar_t> vector_ref_t; /// Normal equations for linear least-squares problem. /** The least-squares target reads \f[ L(x) = \| A x - b \|^2 \f] where the norm is diagonal-weighted \f[ \| y \|^2 = \sum_i w_i y_i^2 \f] Objects of this type may also be used to hold the normal equations from a non-linear problem after they have been built. */ template <typename FloatType> class linear_ls { public: SCITBX_LSTBX_DECLARE_ARRAY_TYPE(FloatType); /// Construct a least-squares problem with the given number of unknowns. linear_ls(int n_parameters) : solved_(false), normal_matrix_(n_parameters), right_hand_side_(n_parameters) {} /// Number of unknown parameters int n_parameters() const { return right_hand_side_.size(); } /// Initialise the least-squares problem with the given normal matrix A /// and right hand side b linear_ls(symmetric_matrix_t const &a, vector_t const &b) : solved_(false), normal_matrix_(a), right_hand_side_(b) { SCITBX_ASSERT(a.accessor().n == b.size()); } /// Add the equation \f$ A_{i.} x = b_i \f$ with the given weight void add_equation(scalar_t b_i, af::const_ref<scalar_t> const &a_row, scalar_t w) { scalar_t *p = normal_matrix_.begin(); for (int i=0; i<n_parameters(); ++i) { right_hand_side_[i] += w * a_row[i] * b_i; for (int j=i; j<n_parameters(); ++j) *p++ += w * a_row[i] * a_row[j]; } } /// Add the equations A x = b with the given weights /** w[i] weights the i-th equation, i.e. the row \f$ A_{i.} \f$. If negate_right_hand_side, then the equation is A x + b = 0 instead Optimise_for_sparse can be used to control the method used to calculate A^T W A, which may vary significantly in performance depending on the shape and sparsity of the problem. Simple testing suggests that this variable should be set to true for a highly sparse case, but it is recommended that a developer assesses the best option for their problem. See github pull request #295 for further discussion on this topic. */ void add_equations(af::const_ref<scalar_t> const &b, sparse::matrix<scalar_t> const &a, af::const_ref<scalar_t> const &w, bool negate_right_hand_side=false, bool optimise_for_tall_matrix=true) { SCITBX_ASSERT( a.n_rows() == b.size() && b.size() == w.size())(a.n_rows())(b.size())(w.size()); SCITBX_ASSERT(a.n_cols() == n_parameters()); sparse::matrix<scalar_t> at_w_a; if (optimise_for_tall_matrix) { at_w_a = a.this_transpose_times_diagonal_times_this(w); } else { at_w_a = a.transpose().this_times_diagonal_times_this_transpose(w); } vector_t a_t_w_b = a.transpose_times((w * b).const_ref()); update_matrix(at_w_a, a_t_w_b, negate_right_hand_side); } // Add directly to the normal matrix equation void update_matrix(sparse::matrix<scalar_t> const &at_w_a, vector_t const &a_t_w_b, bool negate_right_hand_side){ normal_matrix_ += sparse::upper_diagonal_of(at_w_a); if (negate_right_hand_side) right_hand_side_ -= a_t_w_b.const_ref(); else right_hand_side_ += a_t_w_b.const_ref(); } /// Reset the state to construction time, i.e. no equations accumulated void reset() { solved_ = false; std::fill(normal_matrix_.begin(), normal_matrix_.end(), scalar_t(0)); std::fill(right_hand_side_.begin(), right_hand_side_.end(), scalar_t(0)); } /// Only available if the equations have not been solved yet symmetric_matrix_t normal_matrix() const { SCITBX_ASSERT(!solved()); return normal_matrix_.array(); } /// Only available if the equations have not been solved yet vector_t right_hand_side() const { SCITBX_ASSERT(!solved()); return right_hand_side_.array(); } /** \brief Solve the normal equations for the parameters (linear case) or their shift (linearised non-linear case) */ void solve() { using scitbx::matrix::cholesky::u_transpose_u_decomposition_in_place; u_transpose_u_decomposition_in_place<scalar_t> cholesky(normal_matrix_); if(cholesky.failure) { std::ostringstream buffer; buffer << "SCITBX_ASSERT(!cholesky.failure) failure in index: " << cholesky.failure.index; throw SCITBX_ERROR(buffer.str()); } SCITBX_ASSERT(!cholesky.failure); cholesky.solve_in_place(right_hand_side_); solved_ = true; } bool solved() const { return solved_; } /// Only available after the equations have been solved upper_diagonal_matrix_t cholesky_factor() const { SCITBX_ASSERT(solved()); return normal_matrix_.array(); } /// Only available after the equations have been solved vector_t solution() const { SCITBX_ASSERT(solved()); return right_hand_side_.array(); } public: bool solved_; symmetric_matrix_owning_ref_t normal_matrix_; vector_owning_ref_t right_hand_side_; }; /// Normal equations for non-linear least-squares /** The least-squares target reads \f[ L(x) = \frac{1}{2} \|r(x)\|^2 \f] where the norm is diagonal-weighted \f[ \| y \|^2 = \sum_i w_i y_i^2 \f] and \f$r(x)\f$ is a vector of residuals depending on a vector of unknowns \f$x\f$. */ template <typename FloatType> class non_linear_ls { public: SCITBX_LSTBX_DECLARE_ARRAY_TYPE(FloatType); /// Construct a least-squares problem with the given number of unknowns. non_linear_ls(int n_parameters) : n_equations_(0), r_sq(0), linearised(n_parameters) {} /// Construct with an exiting L.S. problem. /** That is - this->objective() == objective - this->step_equations().right_hand_side() == opposite_of_grad_objective - this->step_equations().normal_matrix() == normal_matrix */ non_linear_ls(std::size_t n_equations, scalar_t objective, vector_t const &opposite_of_grad_objective, symmetric_matrix_t const &normal_matrix) : n_equations_(n_equations), r_sq(2*objective), linearised(normal_matrix, opposite_of_grad_objective) {} /// Number of equations /** i.e. number of components of the residual vector \f$r(x)\f$ */ std::size_t n_equations() const { return n_equations_; } /// Number of unknown parameters int n_parameters() const { return linearised.n_parameters(); } /// Number of degrees of freedom std::size_t dof() const { return n_equations() - n_parameters(); } /// Add the given residual with the given weight void add_residual(scalar_t r, scalar_t w) { n_equations_++; r_sq += w*r*r; } /// Add the given residuals with the given weights void add_residuals(af::const_ref<scalar_t> const &r, af::const_ref<scalar_t> const &w) { for (int i=0; i<r.size(); ++i) { add_residual(r[i], w.size() ? w[i] : 1); } } /// Add the linearisation of the equation \f$r_i(x) = 0\f$ /** with the given weight */ void add_equation(scalar_t r, af::const_ref<scalar_t> const &grad_r, scalar_t w) { add_residual(r, w); linearised.add_equation(-r, grad_r, w); } /// Add the linearisation of the equations \f$r(x) = 0\f$ all at once /** The Jacobian is that of \f$x \mapto r(x)\f$. */ void add_equations(af::const_ref<scalar_t> const &r, af::const_ref<scalar_t, af::mat_grid> const &jacobian, af::const_ref<scalar_t> const &w) { SCITBX_ASSERT( r.size() == jacobian.n_rows() && (!w.size() || r.size() == w.size())) (r.size())(jacobian.n_rows())(w.size()); SCITBX_ASSERT(jacobian.n_columns() == n_parameters()) (jacobian.n_columns())(n_parameters()); for (int i=0; i<r.size(); ++i) { add_equation(r[i], af::row(jacobian, i), w.size() ? w[i] : 1); } } void add_equations(af::const_ref<scalar_t> const &r, sparse::matrix<scalar_t> const &jacobian, af::const_ref<scalar_t> const &w, bool negate_right_hand_side=true, bool optimise_for_tall_matrix=true) { SCITBX_ASSERT( r.size() == jacobian.n_rows() && (!w.size() || r.size() == w.size())) (r.size())(jacobian.n_rows())(w.size()); SCITBX_ASSERT(jacobian.n_cols() == n_parameters()) (jacobian.n_cols())(n_parameters()); add_residuals(r, w); linearised.add_equations(r, jacobian, w, negate_right_hand_side, optimise_for_tall_matrix); } /// Objective value \f$L(x)\f$ for the current value of the unknowns scalar_t objective() const { return r_sq/2; } /// The \f$chi^2\f$ of the fit /** \f [ \frac{\sum_i w_i r_i(x)^2} {n_{\text{equations}} - n_{\text{parameters}} Strictly speaking, this is only meaningful when the residuals have the form used in a fit, \f$r_i(x) = \text{model} - \text{data}\f$, but the computation is the same in the general case. */ scalar_t chi_sq() const { return r_sq/dof(); } /// Linearised equations to solve for a step linear_ls<scalar_t> &step_equations() { return linearised; } /// Reset the state to construction time, i.e. no equations accumulated void reset() { n_equations_ = 0; r_sq = 0; linearised.reset(); } protected: std::size_t n_equations_; scalar_t r_sq; linear_ls<scalar_t> linearised; }; /// Normal equations for least-squares fit with an overall scale. /** The least-squares target reads \f[ L(K, x) = \frac{1}{2} \frac{ \sum w ( K y_c(x) - y_o )^2 } { \sum w y_o^2 } \f] where the both of \f$ y_c(x) \f$ and \f$ y_o \f$ are vectors, respectively the model to fit to the data. Alternatively, the non-normalised \f[ \tilde{L}(K, x) = \frac{1}{2} \sum w ( K y_c(x) - y_o )^2 \f] may be used instead. One takes advantage of the separability of the problem: - step 1: \f$ K^*(x) = \argmin_K L(K, x) \f$ - step 2: Build the Newton equations for the problem \f$ \min_x L(K^*(x), x) \f$ in the Gauss approximation of small residuals (reduced equations). Reference: Separable nonlinear least squares H.B. Nielsen Technical report IMM-REP-2000-01 http:http://www2.imm.dtu.dk/pubdb/views/edoc_download.php/646/ps/imm646.ps and references therein. */ template <typename FloatType, template<typename> class SumOfRank1Updates=matrix::sum_of_symmetric_rank_1_updates> class non_linear_ls_with_separable_scale_factor { public: SCITBX_LSTBX_DECLARE_ARRAY_TYPE(FloatType); typedef SumOfRank1Updates<FloatType> sum_of_rank_1_updates_t; /// Construct a least-squares problem with the given number of parameters. /** That is the length of the vector \f$ x \f$. The flag normalised specify whether to use the normalised objective \f$L\f$ or the non-normalised objective \f$\tilde{L}\f$. */ non_linear_ls_with_separable_scale_factor(int n_parameters, bool normalised=true) : yo_dot_yc(0), yc_sq(0), yo_sq(0), n_params(n_parameters), n_data(0), normalised_(normalised), grad_yc_dot_grad_yc(n_parameters), yo_dot_grad_yc(n_parameters), yc_dot_grad_yc(n_parameters), grad_k_star(n_parameters), finalised_(false), reduced_ls(n_parameters) {} /// Number of unknown parameters, not including the overall scale factor int n_parameters() const { return n_params; } /// Number of equations \f$y_o = K y_c(x)\f$ plus those added to /// the reduced_problem(). std::size_t n_equations() const { return finalised() ? reduced_ls.n_equations() : n_data; } /// Number of degrees of freedom. /** This does take into account the equations added to the reduced_problem(). */ std::size_t dof() const { return n_equations() - n_parameters(); } /// Whether the L.S. target is normalised by \f$ \sum w y_o^2 \f$ or not bool normalised() const { return normalised_; } void add_residual(scalar_t yc, scalar_t yo, scalar_t w) { n_data++; yo_sq += w * yo * yo; yo_dot_yc += w * yo * yc; yc_sq += w * yc * yc; } #if defined(_OPENMP) void add_residuals_omp(const int n, af::const_ref<scalar_t> const &yc, af::const_ref<scalar_t> const &yo, af::const_ref<scalar_t> const &w) { n_data += n; FloatType yo2 = 0; FloatType yodyc = 0; FloatType yc2 = 0; #pragma omp parallel for reduction(+:yo2,yodyc,yc2) for (int i = 0; i < n; i++) { yo2 += w[i] * yo[i] * yo[i]; yodyc += w[i] * yo[i] * yc[i]; yc2 += w[i] * yc[i] * yc[i]; } yo_sq += yo2; yo_dot_yc += yodyc; yc_sq += yc2; } void add_residuals_omp(scalar_t n, af::const_ref<scalar_t> const &yc, af::const_ref<scalar_t> const &yo) { n_data += n; FloatType yo2 = 0; FloatType yodyc = 0; FloatType yc2 = 0; #pragma omp parallel for reduction(+:yo2,yodyc,yc2) for (int i = 0; i < int(n); i++) { yo2 += yo[i] * yo[i]; yodyc += yo[i] * yc[i]; yc2 += yc[i] * yc[i]; } yo_sq += yo2; yo_dot_yc += yodyc; yc_sq += yc2; } #endif /** \brief Add the linearisation of the equation \f$y_{c,i} \propto y_{o,i}\f$ with weight w. */ void add_equation(scalar_t yc, af::const_ref<scalar_t> const &grad_yc, scalar_t yo, scalar_t w) { SCITBX_ASSERT(grad_yc.size() == n_params); SCITBX_ASSERT(!finalised()); add_equation(yc, grad_yc.begin(), yo, w); } /// Overload for when efficiency is paramount. /** This shall not be called after finalise() has been called but this is not enforced for speed. */ void add_equation(scalar_t yc, scalar_t const *grad_yc, scalar_t yo, scalar_t w) { add_residual(yc, yo, w); grad_yc_dot_grad_yc.add(grad_yc, w); for (int i=0; i<n_params; ++i) { yo_dot_grad_yc[i] += w * yo * grad_yc[i]; yc_dot_grad_yc[i] += w * yc * grad_yc[i]; } } /// Add many equations in one go void add_equations(af::const_ref<scalar_t> const &yc, af::const_ref<scalar_t, af::mat_grid> const &jacobian_yc, af::const_ref<scalar_t> const &yo, af::const_ref<scalar_t> const &w) { SCITBX_ASSERT( yc.size() == jacobian_yc.n_rows() && (!w.size() || yc.size() == w.size())) (yc.size())(jacobian_yc.n_rows())(w.size()); SCITBX_ASSERT(jacobian_yc.n_columns() == n_parameters()) (jacobian_yc.n_columns())(n_parameters()); for (int i=0; i<yc.size(); ++i) { add_equation(yc[i], &jacobian_yc(i, 0), yo[i], w.size() ? w[i] : 1); } } #if defined(_OPENMP) /// Add many equations in one go using OpenMP void add_equations_omp(const int n_ref, const int n_par, const int n_threads, af::const_ref<scalar_t> const &yc, std::vector<std::vector<FloatType> > const &jacobian_yc, af::const_ref<scalar_t> const &yo, af::const_ref<scalar_t> const &w) { SCITBX_ASSERT(yc.size() == jacobian_yc.size() && (!w.size() || yc.size() == w.size())) (yc.size())(jacobian_yc.size())(w.size()); SCITBX_ASSERT(jacobian_yc[0].size() == n_parameters()) (jacobian_yc[0].size())(n_parameters()); SCITBX_ASSERT(!finalised()); FloatType* m = symmetric_matrix_owning_ref_t(grad_yc_dot_grad_yc).array().begin(); const int limit = n_par * (n_par + 1) / 2; if (w.size()) { add_residuals_omp(n_ref, yc, yo, w); #pragma omp parallel num_threads(n_threads) { std::vector<FloatType> matrix; matrix.resize(limit, 0.0); for (int i = 0; i < n_ref; ++i) { const double* g_yc_loc = &(jacobian_yc[i][0]); #pragma omp for nowait schedule(static,1) for (int x = 0; x < n_par; ++x) { if (g_yc_loc[x] != 0.0) { FloatType alpha_x = w[i] * g_yc_loc[x]; yo_dot_grad_yc[x] += alpha_x * yo[i]; yc_dot_grad_yc[x] += alpha_x * yc[i]; int run = x * (n_par - 1) - x * (x - 1) / 2; for (int y = x; y < n_par; y++) { matrix[run + y] += alpha_x * g_yc_loc[y]; } } } } #pragma omp critical { for (int i = 0; i < limit; i++) { m[i] += matrix[i]; } } } } else { add_residuals_omp(n_ref, yc, yo); #pragma omp parallel num_threads(n_threads) { std::vector<FloatType> matrix; matrix.resize(limit, 0.0); for (int i = 0; i < n_ref; ++i) { const double* g_yc_loc = &(jacobian_yc[i][0]); #pragma omp for nowait schedule(static,1) for (int x = 0; x < n_par; ++x) { if (g_yc_loc[x] != 0.0) { yo_dot_grad_yc[x] += g_yc_loc[x] * yo[i]; yc_dot_grad_yc[x] += g_yc_loc[x] * yc[i]; int run = x * (n_par - 1) - x * (x - 1) / 2; for (int y = x; y < n_par; y++) { matrix[run + y] += g_yc_loc[x] * g_yc_loc[y]; } } } } #pragma omp critical { for (int i = 0; i < limit; i++) { m[i] += matrix[i]; } } } } } #endif /// Addition in the sense of the L.S. objective functions /** * The overall factor for this objective and other's objective are the same. * In term of normal equations, this appends other's equations to this. */ non_linear_ls_with_separable_scale_factor &operator+=(non_linear_ls_with_separable_scale_factor const &other) { SCITBX_ASSERT(!finalised()); SCITBX_ASSERT(!other.finalised()); n_data += other.n_data; yo_sq += other.yo_sq; yo_dot_yc += other.yo_dot_yc; yc_sq += other.yc_sq; grad_yc_dot_grad_yc += other.grad_yc_dot_grad_yc; yo_dot_grad_yc += other.yo_dot_grad_yc; yc_dot_grad_yc += other.yc_dot_grad_yc; return *this; } /// \f$\sum w y_o^2\f$ /** This is the normalisation that guarantees that \f$L(K, x)\f$ is between 0 and 1. */ scalar_t sum_w_yo_sq() const { SCITBX_ASSERT(finalised()); return yo_sq; } /** \brief The value \f$ K^*(x) \f$ of the scale factor optimising the L.S. objective for a given constant \f$ x \f$. */ scalar_t optimal_scale_factor() const { SCITBX_ASSERT(finalised()); return yo_dot_yc/yc_sq; } /// The value of the minimised function, for the optimal scale factor /** This is \f$L(K^*(x), x)\f$, plus the contributions added to the reduced_problem(). */ scalar_t objective() const { SCITBX_ASSERT(finalised()); return reduced_ls.objective(); } /// \f$\chi^2\f$ of the fit. /** The \f$\chi^2\f$ for the fit of \f$y_c(x)\f$ to \f$y_o\f$. This does include the contributions added to the reduced_problem(). */ scalar_t chi_sq() const { SCITBX_ASSERT(finalised()); return (r_sq + 2*(reduced_ls.objective() - objective_))/dof(); } /// Equation accumulation is finished. /** The reduced normal equations for \f$ x \f$ as per step 2 are constructed */ void finalise(bool objective_only=false) { SCITBX_ASSERT(!finalised() && n_equations())(n_equations()); finalised_ = true; grad_yc_dot_grad_yc.finalise(); a = grad_yc_dot_grad_yc; scalar_t k_star = optimal_scale_factor(), k_star_sq = k_star*k_star; r_sq = yo_sq*(1 - (k_star_sq * yc_sq)/yo_sq); objective_ = r_sq/2; if (normalised()) objective_ /= yo_sq; vector_owning_ref_t b = yo_dot_grad_yc; reduced_ls = non_linear_ls<scalar_t>(n_data, objective_, b.array(), a.array()); if (objective_only) return; scalar_t r_dot_yc = yo_dot_yc - k_star*yc_sq; scalar_t inv_yc_sq = 1./yc_sq; for (int i=0; i<n_params; ++i) { scalar_t r_dot_grad_yc_i = yo_dot_grad_yc[i] - k_star*yc_dot_grad_yc[i]; grad_k_star[i] = inv_yc_sq*(r_dot_grad_yc_i - k_star*yc_dot_grad_yc[i]); b[i] = k_star*r_dot_grad_yc_i + grad_k_star[i]*r_dot_yc; } scalar_t *pa = a.begin(); for (int i=0; i<n_params; ++i) for (int j=i; j<n_params; ++j) { scalar_t a_ij = *pa; a_ij = k_star_sq*a_ij + k_star*( yc_dot_grad_yc[i]*grad_k_star[j] + yc_dot_grad_yc[j]*grad_k_star[i]) + grad_k_star[i]*grad_k_star[j]*yc_sq; *pa++ = a_ij; } if (normalised()) { a /= yo_sq; b /= yo_sq; } } /// Whether finalise has been called. bool finalised() const { return finalised_; } /// The linear L.S. problem to solve for a step toward the minimum. linear_ls<scalar_t> &step_equations() { return reduced_problem().step_equations(); } /// The non-linear problem with the scale factor already optimised away /** The main use of this function comes for an objective function \[ \tilde{L}(K, x) = L(K, x) + \frac{1}{2} \|r(x\|^2 \] for some residual vector \f$r(x)\f$ independent of the overall scale factor that the first term depends upon. The equations for that second term may then be accumulated into the object returned by this function, to produce the correct equations for \f$\tilde{L}(K^*(x), x)\f$. This would not be possible with step_equations() which looses sight of the objective value. Invariant: reduced_problem().step_equations() and this->step_equations() are identical (i.e. modify one, modifies the other). */ non_linear_ls<scalar_t> &reduced_problem() { SCITBX_ASSERT(finalised()); return reduced_ls; } /// Ready this for another computation of the normal equations void reset() { n_data = 0; yo_dot_yc = 0; yc_sq = 0; yo_sq = 0; grad_yc_dot_grad_yc.reset(); std::fill(yo_dot_grad_yc.begin(), yo_dot_grad_yc.end(), scalar_t(0)); std::fill(yc_dot_grad_yc.begin(), yc_dot_grad_yc.end(), scalar_t(0)); std::fill(grad_k_star.begin(), grad_k_star.end(), scalar_t(0)); finalised_ = false; } private: scalar_t yo_dot_yc, yo_sq, yc_sq, r_sq, objective_; int n_params; std::size_t n_data; bool normalised_; sum_of_rank_1_updates_t grad_yc_dot_grad_yc; symmetric_matrix_owning_ref_t a; // normal matrix stored // as packed upper diagonal vector_owning_ref_t yo_dot_grad_yc, yc_dot_grad_yc, grad_k_star; bool finalised_; non_linear_ls<scalar_t> reduced_ls; }; }}} #endif // GUARD
uccsd_t.c
/* * */ #include <stdlib.h> #include <string.h> #include "config.h" #include "np_helper/np_helper.h" #include "vhf/fblas.h" typedef struct { double *cache[6]; short a; short b; short c; short _padding; } CacheJob; size_t _ccsd_t_gen_jobs(CacheJob *jobs, int nocc, int nvir, int a0, int a1, int b0, int b1, double *cache_row_a, double *cache_col_a, double *cache_row_b, double *cache_col_b); double _ccsd_t_permute_contract(double *z0, double *z1, double *z2, double *z3, double *z4, double *z5, double *w, int n); void _ccsd_t_get_denorm(double *d3, double *mo_energy, int nocc, int a, int b, int c); /* * w + w.transpose(1,2,0) + w.transpose(2,0,1) * - w.transpose(2,1,0) - w.transpose(0,2,1) - w.transpose(1,0,2) */ static void permute(double *out, double *w, int n) { int nn = n * n; int i, j, k; for (i = 0; i < n; i++) { for (j = 0; j < n; j++) { for (k = 0; k < n; k++) { out[i*nn+j*n+k] = w[i*nn+j*n+k] + w[j*nn+k*n+i] + w[k*nn+i*n+j] - w[k*nn+j*n+i] - w[i*nn+k*n+j] - w[j*nn+i*n+k]; } } } } /* * t2T = t2.transpose(2,3,0,1) * ov = vv_op[:,nocc:] * oo = vv_op[:,:nocc] * w = numpy.einsum('if,fjk->ijk', -ov, t2T[c]) * w-= numpy.einsum('ijm,mk->ijk', vooo[a], t2T[c,b]) * v = numpy.einsum('ij,k->ijk', oo, t1T[c]) * v+= w */ static void get_wv(double *w, double *v, double *vooo, double *vv_op, double *t1T, double *t2T, int nocc, int nvir, int a, int b, int c) { const double D0 = 0; const double D1 = 1; const double DN1 =-1; const char TRANS_N = 'N'; const int nmo = nocc + nvir; const int noo = nocc * nocc; const int nooo = nocc * noo; const int nvoo = nvir * noo; int i, j, k, n; dgemm_(&TRANS_N, &TRANS_N, &noo, &nocc, &nvir, &DN1, t2T+c*nvoo, &noo, vv_op+nocc, &nmo, &D0, w, &noo); dgemm_(&TRANS_N, &TRANS_N, &nocc, &noo, &nocc, &DN1, t2T+c*nvoo+b*noo, &nocc, vooo+a*nooo, &nocc, &D1, w, &nocc); for (n = 0, i = 0; i < nocc; i++) { for (j = 0; j < nocc; j++) { for (k = 0; k < nocc; k++, n++) { v[n] = w[n] + vv_op[i*nmo+j] * t1T[c*nocc+k]; } } } } static void sym_wv(double *w, double *v, double *vooo, double *vv_op, double *t1T, double *t2T, int nocc, int nvir, int a, int b, int c, int nirrep, int *o_ir_loc, int *v_ir_loc, int *oo_ir_loc, int *orbsym) { const double D0 = 0; const double D1 = 1; const char TRANS_N = 'N'; const int nmo = nocc + nvir; const int noo = nocc * nocc; const int nooo = nocc * noo; const int nvoo = nvir * noo; double thalf[nvir]; int a_irrep = orbsym[nocc+a]; int b_irrep = orbsym[nocc+b]; int c_irrep = orbsym[nocc+c]; int ab_irrep = a_irrep ^ b_irrep; int bc_irrep = c_irrep ^ b_irrep; int i, j, k, n; int fr, f0, f1, df, mr, m0, m1, dm, mk0; int ir, i0, i1, di, kr, k0, k1, dk, jr; int ijr, ij0, ij1, dij, jkr, jk0, jk1, djk; double *buf = v; double *pt2T; memset(w, 0, sizeof(double)*nooo); /* symmetry adapted * w = numpy.einsum('if,fjk->ijk', ov, t2T[c]) */ pt2T = t2T + c * nvoo; for (ir = 0; ir < nirrep; ir++) { i0 = o_ir_loc[ir]; i1 = o_ir_loc[ir+1]; di = i1 - i0; if (di > 0) { fr = ir ^ ab_irrep; f0 = v_ir_loc[fr]; f1 = v_ir_loc[fr+1]; df = f1 - f0; if (df > 0) { jkr = fr ^ c_irrep; jk0 = oo_ir_loc[jkr]; jk1 = oo_ir_loc[jkr+1]; djk = jk1 - jk0; if (djk > 0) { dgemm_(&TRANS_N, &TRANS_N, &djk, &di, &df, &D1, pt2T+f0*noo+jk0, &noo, vv_op+i0*nmo+nocc+f0, &nmo, &D0, buf, &djk); for (n = 0, i = o_ir_loc[ir]; i < o_ir_loc[ir+1]; i++) { for (jr = 0; jr < nirrep; jr++) { kr = jkr ^ jr; for (j = o_ir_loc[jr]; j < o_ir_loc[jr+1]; j++) { for (k = o_ir_loc[kr]; k < o_ir_loc[kr+1]; k++, n++) { w[i*noo+j*nocc+k] -= buf[n]; } } } } } } } } /* symmetry adapted * w-= numpy.einsum('ijm,mk->ijk', eris_vooo[a], t2T[c,b]) */ pt2T = t2T + c * nvoo + b * noo; vooo += a * nooo; mk0 = oo_ir_loc[bc_irrep]; for (mr = 0; mr < nirrep; mr++) { m0 = o_ir_loc[mr]; m1 = o_ir_loc[mr+1]; dm = m1 - m0; if (dm > 0) { kr = mr ^ bc_irrep; k0 = o_ir_loc[kr]; k1 = o_ir_loc[kr+1]; dk = k1 - k0; if (dk > 0) { ijr = mr ^ a_irrep; ij0 = oo_ir_loc[ijr]; ij1 = oo_ir_loc[ijr+1]; dij = ij1 - ij0; if (dij > 0) { dgemm_(&TRANS_N, &TRANS_N, &dk, &dij, &dm, &D1, pt2T+mk0, &dk, vooo+ij0*nocc+m0, &nocc, &D0, buf, &dk); for (n = 0, ir = 0; ir < nirrep; ir++) { jr = ijr ^ ir; for (i = o_ir_loc[ir]; i < o_ir_loc[ir+1]; i++) { for (j = o_ir_loc[jr]; j < o_ir_loc[jr+1]; j++) { for (k = o_ir_loc[kr]; k < o_ir_loc[kr+1]; k++, n++) { w[i*noo+j*nocc+k] -= buf[n]; } } } } } mk0 += dm * dk; } } } for (i = 0; i < nocc; i++) { thalf[i] = t1T[c*nocc+i]; } for (n = 0, i = 0; i < nocc; i++) { for (j = 0; j < nocc; j++) { for (k = 0; k < nocc; k++, n++) { v[n] = w[n] + vv_op[i*nmo+j] * thalf[k]; } } } } static double contract6_aaa(int nocc, int nvir, int a, int b, int c, double *mo_energy, double *t1T, double *t2T, int nirrep, int *o_ir_loc, int *v_ir_loc, int *oo_ir_loc, int *orbsym, double *vooo, double *cache1, double **cache) { int nooo = nocc * nocc * nocc; double *denorm = cache1; double *v0 = denorm + nooo; double *v1 = v0 + nooo; double *v2 = v1 + nooo; double *v3 = v2 + nooo; double *v4 = v3 + nooo; double *v5 = v4 + nooo; double *w0 = v5 + nooo; double *w1 = w0 + nooo; double *w2 = w1 + nooo; double *w3 = w2 + nooo; double *w4 = w3 + nooo; double *w5 = w4 + nooo; double *z0 = w5 + nooo; double *z1 = z0 + nooo; double *z2 = z1 + nooo; double *z3 = z2 + nooo; double *z4 = z3 + nooo; double *z5 = z4 + nooo; int i; if (nirrep == 1) { get_wv(w0, v0, vooo, cache[0], t1T, t2T, nocc, nvir, a, b, c); get_wv(w1, v1, vooo, cache[1], t1T, t2T, nocc, nvir, a, c, b); get_wv(w2, v2, vooo, cache[2], t1T, t2T, nocc, nvir, b, a, c); get_wv(w3, v3, vooo, cache[3], t1T, t2T, nocc, nvir, b, c, a); get_wv(w4, v4, vooo, cache[4], t1T, t2T, nocc, nvir, c, a, b); get_wv(w5, v5, vooo, cache[5], t1T, t2T, nocc, nvir, c, b, a); } else { sym_wv(w0, v0, vooo, cache[0], t1T, t2T, nocc, nvir, a, b, c, nirrep, o_ir_loc, v_ir_loc, oo_ir_loc, orbsym); sym_wv(w1, v1, vooo, cache[1], t1T, t2T, nocc, nvir, a, c, b, nirrep, o_ir_loc, v_ir_loc, oo_ir_loc, orbsym); sym_wv(w2, v2, vooo, cache[2], t1T, t2T, nocc, nvir, b, a, c, nirrep, o_ir_loc, v_ir_loc, oo_ir_loc, orbsym); sym_wv(w3, v3, vooo, cache[3], t1T, t2T, nocc, nvir, b, c, a, nirrep, o_ir_loc, v_ir_loc, oo_ir_loc, orbsym); sym_wv(w4, v4, vooo, cache[4], t1T, t2T, nocc, nvir, c, a, b, nirrep, o_ir_loc, v_ir_loc, oo_ir_loc, orbsym); sym_wv(w5, v5, vooo, cache[5], t1T, t2T, nocc, nvir, c, b, a, nirrep, o_ir_loc, v_ir_loc, oo_ir_loc, orbsym); } permute(z0, v0, nocc); permute(z1, v1, nocc); permute(z2, v2, nocc); permute(z3, v3, nocc); permute(z4, v4, nocc); permute(z5, v5, nocc); _ccsd_t_get_denorm(denorm, mo_energy, nocc, a, b, c); if (a == c) { for (i = 0; i < nooo; i++) { denorm[i] *= 1./6; } } else if (a == b || b == c) { for (i = 0; i < nooo; i++) { denorm[i] *= .5; } } for (i = 0; i < nooo; i++) { z0[i] *= denorm[i]; z1[i] *= denorm[i]; z2[i] *= denorm[i]; z3[i] *= denorm[i]; z4[i] *= denorm[i]; z5[i] *= denorm[i]; } double et = 0; et += _ccsd_t_permute_contract(z0, z1, z2, z3, z4, z5, w0, nocc); et += _ccsd_t_permute_contract(z1, z0, z4, z5, z2, z3, w1, nocc); et += _ccsd_t_permute_contract(z2, z3, z0, z1, z5, z4, w2, nocc); et += _ccsd_t_permute_contract(z3, z2, z5, z4, z0, z1, w3, nocc); et += _ccsd_t_permute_contract(z4, z5, z1, z0, z3, z2, w4, nocc); et += _ccsd_t_permute_contract(z5, z4, z3, z2, z1, z0, w5, nocc); return et; } double CCuccsd_t_aaa(double *mo_energy, double *t1T, double *t2T, double *vooo, int nocc, int nvir, int a0, int a1, int b0, int b1, int nirrep, int *o_ir_loc, int *v_ir_loc, int *oo_ir_loc, int *orbsym, double *cache_row_a, double *cache_col_a, double *cache_row_b, double *cache_col_b) { int da = a1 - a0; int db = b1 - b0; CacheJob *jobs = malloc(sizeof(CacheJob) * da*db*b1); size_t njobs = _ccsd_t_gen_jobs(jobs, nocc, nvir, a0, a1, b0, b1, cache_row_a, cache_col_a, cache_row_b, cache_col_b); double e_tot = 0; #pragma omp parallel default(none) \ shared(njobs, nocc, nvir, mo_energy, t1T, t2T, nirrep, o_ir_loc, \ v_ir_loc, oo_ir_loc, orbsym, vooo, jobs, e_tot) { int a, b, c; size_t k; double *cache1 = malloc(sizeof(double) * nocc*nocc*nocc*19); double e = 0; #pragma omp for schedule (dynamic, 32) for (k = 0; k < njobs; k++) { a = jobs[k].a; b = jobs[k].b; c = jobs[k].c; e += contract6_aaa(nocc, nvir, a, b, c, mo_energy, t1T, t2T, nirrep, o_ir_loc, v_ir_loc, oo_ir_loc, orbsym, vooo, cache1, jobs[k].cache); } free(cache1); #pragma omp critical e_tot += e; } return e_tot; } /************************************************* * * UCCSD(T) beta-alpha-alpha * *************************************************/ static void get_wv_baa(double *w, double *v, double **vs_ts, double **cache, int nocca, int noccb, int nvira, int nvirb, int a, int b, int c) { double *vooo = vs_ts[2]; double *vOoO = vs_ts[3]; double *VoOo = vs_ts[4]; double *t1aT = vs_ts[5]; double *t1bT = vs_ts[6]; double *t2aaT = vs_ts[7]; double *t2abT = vs_ts[8]; double *vvop = cache[0]; double *vVoP = cache[1]; double *VvOp = cache[2]; const double D0 = 0; const double D1 = 1; const double D2 = 2; const char TRANS_T = 'T'; const char TRANS_N = 'N'; const int nmoa = nocca + nvira; const int nmob = noccb + nvirb; const int noo = nocca * nocca; const int nOo = noccb * nocca; const int nooo = nocca * noo; const int noOo = nocca * nOo; const int nOoO = noccb * nOo; const int nvoo = nvira * noo; const int nVoO = nvirb * nOo; int i, j, k, n; /* * w = numpy.einsum('ejI,ke->Ijk', t2abT[:,a], vvov) * 2 * w += numpy.einsum('EjI,kE->Ijk', t2abT[b,:], vVoV) * 2 * w += numpy.einsum('mj,mIk->Ijk', t2aaT[b,c], VoOo[a,:]) * w += numpy.einsum('kM,MjI->Ijk', t2abT[b,a], vOoO[c,:]) * 2 * w += numpy.einsum('ejk,Ie->Ijk', t2aaT[b,:], VvOv) * w += numpy.einsum('mI,mjk->Ijk', t2abT[b,a], vooo[c,:]) * 2 * v = numpy.einsum('kj,I->Ijk', vvoo, t1bT[a]) * v += numpy.einsum('Ik,j->Ijk', VvOo, t1aT[b]) * 2 * v += w */ dgemm_(&TRANS_T, &TRANS_T, &nocca, &nOo, &nvira, &D2, vvop+nocca, &nmoa, t2abT+a*nOo, &nVoO, &D0, v, &nocca); dgemm_(&TRANS_T, &TRANS_T, &nocca, &nOo, &nvirb, &D2, vVoP+noccb, &nmob, t2abT+b*nVoO, &nOo, &D1, v, &nocca); dgemm_(&TRANS_N, &TRANS_T, &nOo, &nocca, &nocca, &D1, VoOo+a*noOo, &nOo, t2aaT+b*nvoo+c*noo, &nocca, &D1, v, &nOo); dgemm_(&TRANS_T, &TRANS_T, &nocca, &nOo, &noccb, &D2, t2abT+b*nVoO+a*nOo, &noccb, vOoO+c*nOoO, &nOo, &D1, v, &nocca); for (n = 0, i = 0; i < noccb; i++) { for (j = 0; j < nocca; j++) { for (k = 0; k < nocca; k++, n++) { w[n] = v[j*nOo+i*nocca+k]; } } } dgemm_(&TRANS_N, &TRANS_N, &noo, &noccb, &nvira, &D1, t2aaT+b*nvoo, &noo, VvOp+nocca, &nmoa, &D1, w, &noo); dgemm_(&TRANS_N, &TRANS_T, &noo, &noccb, &nocca, &D2, vooo+c*nooo, &noo, t2abT+b*nVoO+a*nOo, &noccb, &D1, w, &noo); double t1aT2[nocca]; for (i = 0; i < nocca; i++) { t1aT2[i] = t1aT[b*nocca+i] * 2; } for (n = 0, i = 0; i < noccb; i++) { for (j = 0; j < nocca; j++) { for (k = 0; k < nocca; k++, n++) { v[n] = (w[n] + vvop[k*nmoa+j] * t1bT[a*noccb+i] + VvOp[i*nmoa+k] * t1aT2[j]); } } } } /* * w - w.transpose(0,2,1) */ static void permute_baa(double *out, double *w, int nocca, int noccb) { int noo = nocca * nocca; int n; int i, j, k; for (n = 0, i = 0; i < noccb; i++) { for (j = 0; j < nocca; j++) { for (k = 0; k < nocca; k++, n++) { out[n] = w[i*noo+j*nocca+k] - w[i*noo+k*nocca+j]; } } } } static void get_denorm_baa(double *d3, double *mo_ea, double *mo_eb, int nocca, int noccb, int a, int b, int c) { int i, j, k, n; double abc = mo_eb[noccb+a] + mo_ea[nocca+b] + mo_ea[nocca+c]; for (n = 0, i = 0; i < noccb; i++) { for (j = 0; j < nocca; j++) { for (k = 0; k < nocca; k++, n++) { d3[n] = 1./(mo_eb[i] + mo_ea[j] + mo_ea[k] - abc); } } } } static double permute_contract_baa(double *z0, double *z1, double *w, int nocca, int noccb) { int noo = nocca * nocca; int i, j, k; double et = 0; for (i = 0; i < noccb; i++) { for (j = 0; j < nocca; j++) { for (k = 0; k < nocca; k++) { et += z0[i*noo+j*nocca+k] * w[i*noo+j*nocca+k]; et += z1[i*noo+k*nocca+j] * w[i*noo+j*nocca+k]; } } } return et; } static double contract6_baa(int nocca, int noccb, int nvira, int nvirb, int a, int b, int c, double **vs_ts, double **cache, double *cache1) { int nOoo = noccb * nocca * nocca; double *denorm = cache1; double *v0 = denorm + nOoo; double *v1 = v0 + nOoo; double *w0 = v1 + nOoo; double *w1 = w0 + nOoo; double *z0 = w1 + nOoo; double *z1 = z0 + nOoo; int i; get_wv_baa(w0, v0, vs_ts, cache , nocca, noccb, nvira, nvirb, a, b, c); get_wv_baa(w1, v1, vs_ts, cache+3, nocca, noccb, nvira, nvirb, a, c, b); permute_baa(z0, v0, nocca, noccb); permute_baa(z1, v1, nocca, noccb); double *mo_ea = vs_ts[0]; double *mo_eb = vs_ts[1]; get_denorm_baa(denorm, mo_ea, mo_eb, nocca, noccb, a, b, c); if (b == c) { for (i = 0; i < nOoo; i++) { denorm[i] *= .5; } } for (i = 0; i < nOoo; i++) { z0[i] *= denorm[i]; z1[i] *= denorm[i]; } double et = 0; et += permute_contract_baa(z0, z1, w0, nocca, noccb); et += permute_contract_baa(z1, z0, w1, nocca, noccb); return et; } static size_t gen_baa_jobs(CacheJob *jobs, int nocca, int noccb, int nvira, int nvirb, int a0, int a1, int b0, int b1, double *cache_row_a, double *cache_col_a, double *cache_row_b, double *cache_col_b) { size_t nov = nocca * (nocca+nvira); size_t noV = nocca * (noccb+nvirb); size_t nOv = noccb * (nocca+nvira); int da = a1 - a0; int db = b1 - b0; int a, b, c; size_t m = 0; for (a = a0; a < a1; a++) { for (b = b0; b < b1; b++) { for (c = 0; c <= b; c++, m++) { jobs[m].a = a; jobs[m].b = b; jobs[m].c = c; if (c < b0) { jobs[m].cache[0] = cache_col_b + nov*(db*(c )+b-b0); } else { jobs[m].cache[0] = cache_row_b + nov*(b1*(c-b0)+b ); } jobs[m].cache[1] = cache_col_a + noV*(da *(c )+a-a0); jobs[m].cache[2] = cache_row_a + nOv*(nvira*(a-a0)+c ); jobs[m].cache[3] = cache_row_b + nov*(b1 *(b-b0)+c ); jobs[m].cache[4] = cache_col_a + noV*(da *(b )+a-a0); jobs[m].cache[5] = cache_row_a + nOv*(nvira*(a-a0)+b ); } } } return m; } double CCuccsd_t_baa(double *mo_ea, double *mo_eb, double *t1aT, double *t1bT, double *t2aaT, double *t2abT, double *vooo, double *vOoO, double *VoOo, int nocca, int noccb, int nvira, int nvirb, int a0, int a1, int b0, int b1, double *cache_row_a, double *cache_col_a, double *cache_row_b, double *cache_col_b) { int da = a1 - a0; int db = b1 - b0; CacheJob *jobs = malloc(sizeof(CacheJob) * da*db*b1); size_t njobs = gen_baa_jobs(jobs, nocca, noccb, nvira, nvirb, a0, a1, b0, b1, cache_row_a, cache_col_a, cache_row_b, cache_col_b); double *vs_ts[] = {mo_ea, mo_eb, vooo, vOoO, VoOo, t1aT, t1bT, t2aaT, t2abT}; double e_tot = 0; #pragma omp parallel default(none) \ shared(njobs, nocca, noccb, nvira, nvirb, vs_ts, jobs, e_tot) { int a, b, c; size_t k; double *cache1 = malloc(sizeof(double) * noccb*nocca*nocca*7); double e = 0; #pragma omp for schedule (dynamic, 32) for (k = 0; k < njobs; k++) { a = jobs[k].a; b = jobs[k].b; c = jobs[k].c; e += contract6_baa(nocca, noccb, nvira, nvirb, a, b, c, vs_ts, jobs[k].cache, cache1); } free(cache1); #pragma omp critical e_tot += e; } return e_tot; }
gen_input.c
#include <time.h> #include <stdlib.h> #include <stdio.h> #ifdef FP_NUMBER typedef double FP_NUMBER; #else typedef float FP_NUMBER; #endif #define GET_RAND_FP ((FP_NUMBER)rand()/((FP_NUMBER)(RAND_MAX)+(FP_NUMBER)(1))) char L_FNAME[32], U_FNAME[32], A_FNAME[32]; int main (int argc, char **argv){ int i,j,k,MatrixDim; FP_NUMBER sum, **L, **U, **A; FILE *fl,*fu,*fa; if ( argc < 2) { printf("./gen_input [Matrix_Dimension_size]\n"); return 1; } MatrixDim = atoi(argv[1]); L = (FP_NUMBER **) malloc(sizeof(FP_NUMBER*)*MatrixDim); U = (FP_NUMBER **) malloc(sizeof(FP_NUMBER*)*MatrixDim); A = (FP_NUMBER **) malloc(sizeof(FP_NUMBER*)*MatrixDim); if ( !L || !U || !A){ printf("Can not allocate memory\n"); if (L) free(L); if (U) free(U); if (A) free(A); return 1; } srand(time(NULL)); sprintf(L_FNAME, "l-%d.dat", MatrixDim); fl = fopen(L_FNAME, "wb"); if (fl == NULL) { printf("Cannot open file %s\n", L_FNAME); return 1; } sprintf(U_FNAME, "u-%d.dat", MatrixDim); fu = fopen(U_FNAME, "wb"); if (fu == NULL) { printf("Cannot open file %s\n", U_FNAME); return 1; } sprintf(A_FNAME, "%d.dat", MatrixDim); fa = fopen(A_FNAME, "wb"); if (!fa) { printf("Cannot open file %s\n", A_FNAME); return 1; } for (i=0; i < MatrixDim; i ++){ L[i]=(FP_NUMBER*)malloc(sizeof(FP_NUMBER)*MatrixDim); U[i]=(FP_NUMBER*)malloc(sizeof(FP_NUMBER)*MatrixDim); A[i]=(FP_NUMBER*)malloc(sizeof(FP_NUMBER)*MatrixDim); } #if 1 #pragma omp parallel for default(none)\ private(i,j) shared(L,U,MatrixDim) #endif for (i=0; i < MatrixDim; i ++){ for (j=0; j < MatrixDim; j++){ if ( i == j) { L[i][j] = 1.0; U[i][j] = GET_RAND_FP; } else if (i < j){ L[i][j] = 0; U[i][j] = GET_RAND_FP; } else { // i > j L[i][j] = GET_RAND_FP; U[i][j] = 0; } } } #if 1 #pragma omp parallel for default(none) \ private(i,j,k,sum) shared(L,U,A,MatrixDim) #endif for (i=0; i < MatrixDim; i++ ) { for (j=0; j < MatrixDim; j++){ sum = 0; for(k=0; k < MatrixDim; k++) sum += L[i][k]*U[k][j]; A[i][j] = sum; } } for (i=0; i < MatrixDim; i ++) { for (j=0; j < MatrixDim; j++) fprintf(fl, "%f ", L[i][j]); fprintf(fl, "\n"); } fclose(fl); for (i=0; i < MatrixDim; i ++) { for (j=0; j < MatrixDim; j++) fprintf(fu, "%f ", U[i][j]); fprintf(fu, "\n"); } fclose(fu); fprintf(fa, "%d\n", MatrixDim); for (i=0; i < MatrixDim; i ++) { for (j=0; j < MatrixDim; j++) fprintf(fa, "%f ", A[i][j]); fprintf(fa, "\n"); } fclose(fa); for (i = 0; i < MatrixDim; i ++ ){ free(L[i]); free(U[i]); free(A[i]); } free(L); free(U); free(A); return 0; }
serial_tree_learner.h
/*! * Copyright (c) 2016 Microsoft Corporation. All rights reserved. * Licensed under the MIT License. See LICENSE file in the project root for license information. */ #ifndef LIGHTGBM_TREELEARNER_SERIAL_TREE_LEARNER_H_ #define LIGHTGBM_TREELEARNER_SERIAL_TREE_LEARNER_H_ #include <LightGBM/dataset.h> #include <LightGBM/tree.h> #include <LightGBM/tree_learner.h> #include <LightGBM/utils/array_args.h> #include <LightGBM/utils/random.h> #include <string> #include <cmath> #include <cstdio> #include <memory> #include <random> #include <vector> #include "data_partition.hpp" #include "feature_histogram.hpp" #include "leaf_splits.hpp" #include "split_info.hpp" #ifdef USE_GPU // Use 4KBytes aligned allocator for ordered gradients and ordered hessians when GPU is enabled. // This is necessary to pin the two arrays in memory and make transferring faster. #include <boost/align/aligned_allocator.hpp> #endif using namespace json11; namespace LightGBM { /*! * \brief Used for learning a tree by single machine */ class SerialTreeLearner: public TreeLearner { public: explicit SerialTreeLearner(const Config* config); ~SerialTreeLearner(); void Init(const Dataset* train_data, bool is_constant_hessian) override; void ResetTrainingData(const Dataset* train_data) override; void ResetConfig(const Config* config) override; Tree* Train(const score_t* gradients, const score_t *hessians, bool is_constant_hessian, Json& forced_split_json) override; Tree* FitByExistingTree(const Tree* old_tree, const score_t* gradients, const score_t* hessians) const override; Tree* FitByExistingTree(const Tree* old_tree, const std::vector<int>& leaf_pred, const score_t* gradients, const score_t* hessians) override; void SetBaggingData(const data_size_t* used_indices, data_size_t num_data) override { data_partition_->SetUsedDataIndices(used_indices, num_data); } void AddPredictionToScore(const Tree* tree, double* out_score) const override { if (tree->num_leaves() <= 1) { return; } CHECK(tree->num_leaves() <= data_partition_->num_leaves()); #pragma omp parallel for schedule(static) for (int i = 0; i < tree->num_leaves(); ++i) { double output = static_cast<double>(tree->LeafOutput(i)); data_size_t cnt_leaf_data = 0; auto tmp_idx = data_partition_->GetIndexOnLeaf(i, &cnt_leaf_data); for (data_size_t j = 0; j < cnt_leaf_data; ++j) { out_score[tmp_idx[j]] += output; } } } void RenewTreeOutput(Tree* tree, const ObjectiveFunction* obj, std::function<double(const label_t*, int)> residual_getter, data_size_t total_num_data, const data_size_t* bag_indices, data_size_t bag_cnt) const override; protected: virtual std::vector<int8_t> GetUsedFeatures(bool is_tree_level); /*! * \brief Some initial works before training */ virtual void BeforeTrain(); /*! * \brief Some initial works before FindBestSplit */ virtual bool BeforeFindBestSplit(const Tree* tree, int left_leaf, int right_leaf); virtual void FindBestSplits(); virtual void ConstructHistograms(const std::vector<int8_t>& is_feature_used, bool use_subtract); virtual void FindBestSplitsFromHistograms(const std::vector<int8_t>& is_feature_used, bool use_subtract); /*! * \brief Partition tree and data according best split. * \param tree Current tree, will be splitted on this function. * \param best_leaf The index of leaf that will be splitted. * \param left_leaf The index of left leaf after splitted. * \param right_leaf The index of right leaf after splitted. */ virtual void Split(Tree* tree, int best_leaf, int* left_leaf, int* right_leaf); /* Force splits with forced_split_json dict and then return num splits forced.*/ virtual int32_t ForceSplits(Tree* tree, Json& forced_split_json, int* left_leaf, int* right_leaf, int* cur_depth, bool *aborted_last_force_split); /*! * \brief Get the number of data in a leaf * \param leaf_idx The index of leaf * \return The number of data in the leaf_idx leaf */ inline virtual data_size_t GetGlobalDataCountInLeaf(int leaf_idx) const; double CalculateOndemandCosts(int feature_index, int leaf_index); /*! \brief number of data */ data_size_t num_data_; /*! \brief number of features */ int num_features_; /*! \brief training data */ const Dataset* train_data_; /*! \brief gradients of current iteration */ const score_t* gradients_; /*! \brief hessians of current iteration */ const score_t* hessians_; /*! \brief training data partition on leaves */ std::unique_ptr<DataPartition> data_partition_; /*! \brief used for generate used features */ Random random_; /*! \brief used for sub feature training, is_feature_used_[i] = false means don't used feature i */ std::vector<int8_t> is_feature_used_; /*! \brief used feature indices in current tree */ std::vector<int> used_feature_indices_; /*! \brief pointer to histograms array of parent of current leaves */ FeatureHistogram* parent_leaf_histogram_array_; /*! \brief pointer to histograms array of smaller leaf */ FeatureHistogram* smaller_leaf_histogram_array_; /*! \brief pointer to histograms array of larger leaf */ FeatureHistogram* larger_leaf_histogram_array_; /*! \brief store best split points for all leaves */ std::vector<SplitInfo> best_split_per_leaf_; /*! \brief store best split per feature for all leaves */ std::vector<SplitInfo> splits_per_leaf_; /*! \brief stores best thresholds for all feature for smaller leaf */ std::unique_ptr<LeafSplits> smaller_leaf_splits_; /*! \brief stores best thresholds for all feature for larger leaf */ std::unique_ptr<LeafSplits> larger_leaf_splits_; std::vector<int> valid_feature_indices_; #ifdef USE_GPU /*! \brief gradients of current iteration, ordered for cache optimized, aligned to 4K page */ std::vector<score_t, boost::alignment::aligned_allocator<score_t, 4096>> ordered_gradients_; /*! \brief hessians of current iteration, ordered for cache optimized, aligned to 4K page */ std::vector<score_t, boost::alignment::aligned_allocator<score_t, 4096>> ordered_hessians_; #else /*! \brief gradients of current iteration, ordered for cache optimized */ std::vector<score_t> ordered_gradients_; /*! \brief hessians of current iteration, ordered for cache optimized */ std::vector<score_t> ordered_hessians_; #endif /*! \brief Store ordered bin */ std::vector<std::unique_ptr<OrderedBin>> ordered_bins_; /*! \brief True if has ordered bin */ bool has_ordered_bin_ = false; /*! \brief is_data_in_leaf_[i] != 0 means i-th data is marked */ std::vector<char> is_data_in_leaf_; /*! \brief used to cache historical histogram to speed up*/ HistogramPool histogram_pool_; /*! \brief config of tree learner*/ const Config* config_; int num_threads_; std::vector<int> ordered_bin_indices_; bool is_constant_hessian_; std::vector<bool> is_feature_used_in_split_; std::vector<uint32_t> feature_used_in_data; }; inline data_size_t SerialTreeLearner::GetGlobalDataCountInLeaf(int leaf_idx) const { if (leaf_idx >= 0) { return data_partition_->leaf_count(leaf_idx); } else { return 0; } } } // namespace LightGBM #endif // LightGBM_TREELEARNER_SERIAL_TREE_LEARNER_H_
GB_unaryop__identity_int64_uint64.c
//------------------------------------------------------------------------------ // GB_unaryop: hard-coded functions for each built-in unary operator //------------------------------------------------------------------------------ // SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2020, All Rights Reserved. // http://suitesparse.com See GraphBLAS/Doc/License.txt for license. //------------------------------------------------------------------------------ // If this file is in the Generated/ folder, do not edit it (auto-generated). #include "GB.h" #ifndef GBCOMPACT #include "GB_control.h" #include "GB_iterator.h" #include "GB_unaryop__include.h" // C=unop(A) is defined by the following types and operators: // op(A) function: GB_unop__identity_int64_uint64 // op(A') function: GB_tran__identity_int64_uint64 // C type: int64_t // A type: uint64_t // cast: int64_t cij = (int64_t) aij // unaryop: cij = aij #define GB_ATYPE \ uint64_t #define GB_CTYPE \ int64_t // aij = Ax [pA] #define GB_GETA(aij,Ax,pA) \ uint64_t aij = Ax [pA] #define GB_CX(p) Cx [p] // unary operator #define GB_OP(z, x) \ z = x ; // casting #define GB_CASTING(z, aij) \ int64_t z = (int64_t) aij ; // cij = op (cast (aij)) #define GB_CAST_OP(pC,pA) \ { \ /* aij = Ax [pA] */ \ GB_GETA (aij, Ax, pA) ; \ /* Cx [pC] = op (cast (aij)) */ \ GB_CASTING (z, aij) ; \ GB_OP (GB_CX (pC), z) ; \ } // disable this operator and use the generic case if these conditions hold #define GB_DISABLE \ (GxB_NO_IDENTITY || GxB_NO_INT64 || GxB_NO_UINT64) //------------------------------------------------------------------------------ // Cx = op (cast (Ax)): apply a unary operator //------------------------------------------------------------------------------ GrB_Info GB_unop__identity_int64_uint64 ( int64_t *Cx, // Cx and Ax may be aliased uint64_t *Ax, int64_t anz, int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else int64_t p ; #pragma omp parallel for num_threads(nthreads) schedule(static) for (p = 0 ; p < anz ; p++) { GB_CAST_OP (p, p) ; } return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // C = op (cast (A')): transpose, typecast, and apply a unary operator //------------------------------------------------------------------------------ GrB_Info GB_tran__identity_int64_uint64 ( GrB_Matrix C, const GrB_Matrix A, int64_t *GB_RESTRICT *Rowcounts, GBI_single_iterator Iter, const int64_t *GB_RESTRICT A_slice, int naslice ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else #define GB_PHASE_2_OF_2 #include "GB_unaryop_transpose.c" return (GrB_SUCCESS) ; #endif } #endif
GB_unaryop__identity_fp32_int8.c
//------------------------------------------------------------------------------ // GB_unaryop: hard-coded functions for each built-in unary operator //------------------------------------------------------------------------------ // SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2020, All Rights Reserved. // http://suitesparse.com See GraphBLAS/Doc/License.txt for license. //------------------------------------------------------------------------------ // If this file is in the Generated/ folder, do not edit it (auto-generated). #include "GB.h" #ifndef GBCOMPACT #include "GB_control.h" #include "GB_iterator.h" #include "GB_unaryop__include.h" // C=unop(A) is defined by the following types and operators: // op(A) function: GB_unop__identity_fp32_int8 // op(A') function: GB_tran__identity_fp32_int8 // C type: float // A type: int8_t // cast: float cij = (float) aij // unaryop: cij = aij #define GB_ATYPE \ int8_t #define GB_CTYPE \ float // aij = Ax [pA] #define GB_GETA(aij,Ax,pA) \ int8_t aij = Ax [pA] #define GB_CX(p) Cx [p] // unary operator #define GB_OP(z, x) \ z = x ; // casting #define GB_CASTING(z, aij) \ float z = (float) aij ; // cij = op (cast (aij)) #define GB_CAST_OP(pC,pA) \ { \ /* aij = Ax [pA] */ \ GB_GETA (aij, Ax, pA) ; \ /* Cx [pC] = op (cast (aij)) */ \ GB_CASTING (z, aij) ; \ GB_OP (GB_CX (pC), z) ; \ } // disable this operator and use the generic case if these conditions hold #define GB_DISABLE \ (GxB_NO_IDENTITY || GxB_NO_FP32 || GxB_NO_INT8) //------------------------------------------------------------------------------ // Cx = op (cast (Ax)): apply a unary operator //------------------------------------------------------------------------------ GrB_Info GB_unop__identity_fp32_int8 ( float *Cx, // Cx and Ax may be aliased int8_t *Ax, int64_t anz, int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else int64_t p ; #pragma omp parallel for num_threads(nthreads) schedule(static) for (p = 0 ; p < anz ; p++) { GB_CAST_OP (p, p) ; } return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // C = op (cast (A')): transpose, typecast, and apply a unary operator //------------------------------------------------------------------------------ GrB_Info GB_tran__identity_fp32_int8 ( GrB_Matrix C, const GrB_Matrix A, int64_t *GB_RESTRICT *Rowcounts, GBI_single_iterator Iter, const int64_t *GB_RESTRICT A_slice, int naslice ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else #define GB_PHASE_2_OF_2 #include "GB_unaryop_transpose.c" return (GrB_SUCCESS) ; #endif } #endif
FullConvolutionRules.h
// Copyright 2016-present, Facebook, Inc. // All rights reserved. // // This source code is licensed under the BSD-style license found in the // LICENSE file in the root directory of this source tree. #ifndef FULLDECONVOLUTIONRULES_H #define FULLDECONVOLUTIONRULES_H #include "RectangularRegions.h" template <Int dimension> void FullConvolution_InputSgToRulesAndOutputSg( SparseGrid<dimension> &inputGrid, SparseGrid<dimension> &outputGrid, RuleBook &rules, long *size, long *stride, long *inputSpatialSize, long *outputSpatialSize) { rules.resize(volume<dimension>(size)); // Swap Input.. and OutputRegionCalculator v.s. a normal Convolution for (auto const &inIter : inputGrid.mp) { auto outRegion = InputRegionCalculator<dimension>(inIter.first, size, stride); for (auto j : outRegion) { Int rulesOffset = outRegion.offset(j); auto outIter = outputGrid.mp.find(j); if (outIter == outputGrid.mp.end()) { outIter = outputGrid.mp.insert(std::make_pair(j, outputGrid.ctr++)).first; } rules[rulesOffset].push_back(inIter.second + inputGrid.ctr); rules[rulesOffset].push_back(outIter->second); } } } template <Int dimension> Int FullConvolution_InputSgsToRulesAndOutputSgs( SparseGrids<dimension> &input_SGs, SparseGrids<dimension> &output_SGs, RuleBook &rules, long *filterSize, long *filterStride, long *input_spatialSize, long *output_spatialSize) { rules.clear(); output_SGs.clear(); Int batchSize = input_SGs.size(); output_SGs.resize(batchSize); Int output_nActive = 0; for (Int i = 0; i < batchSize; i++) { auto &iSG = input_SGs[i]; auto &oSG = output_SGs[i]; oSG.ctr = output_nActive; FullConvolution_InputSgToRulesAndOutputSg<dimension>( iSG, oSG, rules, filterSize, filterStride, input_spatialSize, output_spatialSize); output_nActive = oSG.ctr; oSG.ctr = 0; } return output_nActive; } template <Int dimension> Int FullConvolution_InputSgsToRulesAndOutputSgs_OMP( SparseGrids<dimension> &input_SGs, SparseGrids<dimension> &output_SGs, RuleBook &rules, long *filterSize, long *filterStride, long *input_spatialSize, long *output_spatialSize) { rules.clear(); rules.resize(volume<dimension>(filterSize)); output_SGs.clear(); Int batchSize = input_SGs.size(); output_SGs.resize(batchSize); std::vector<RuleBook> rbs(batchSize); { Int i; #pragma omp parallel for private(i) for (i = 0; i < batchSize; i++) FullConvolution_InputSgToRulesAndOutputSg<dimension>( input_SGs[i], output_SGs[i], rbs[i], filterSize, filterStride, input_spatialSize, output_spatialSize); } Int output_nActive = 0; for (Int i = 0; i < batchSize; i++) { // Parallel assignment: // output_nActive <- output_nActive+output_SGs[i].ctr // output_SGs[i].ctr <- output_nActive Int tmp = output_nActive; output_nActive += output_SGs[i].ctr; output_SGs[i].ctr = tmp; } { Int i; #pragma omp parallel for private(i) for (i = 0; i < (Int)rules.size(); i++) { auto &R = rules[i]; for (Int j = 0; j < batchSize; j++) { auto &r = rbs[j][i]; auto offset = output_SGs[j].ctr; for (Int k = 0; k < (Int)r.size();) { R.push_back(r[k++]); R.push_back(r[k++] + offset); } } } } return output_nActive; } #endif /* FULLDECONVOLUTIONRULES_H */
NormalizeIntensityImageFilter.h
/* * MIT License * * Copyright (c) 2018-2019 Benjamin Köhler * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to deal * in the Software without restriction, including without limitation the rights * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell * copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in all * copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE * SOFTWARE. */ #pragma once #ifndef BK_NORMALIZEINTENSITYIMAGEFILTER_H #define BK_NORMALIZEINTENSITYIMAGEFILTER_H #include <algorithm> namespace bk { class NormalizeIntensityImageFilter { //==================================================================================================== //===== DEFINITIONS //==================================================================================================== using self_type = NormalizeIntensityImageFilter; //==================================================================================================== //===== CONSTRUCTORS & DESTRUCTOR //==================================================================================================== public: /// @{ -------------------------------------------------- CTOR constexpr NormalizeIntensityImageFilter() = default; constexpr NormalizeIntensityImageFilter(const self_type&) = default; constexpr NormalizeIntensityImageFilter(self_type&&) noexcept = default; /// @} /// @{ -------------------------------------------------- DTOR ~NormalizeIntensityImageFilter() = default; /// @} //==================================================================================================== //===== SETTER //==================================================================================================== /// @{ -------------------------------------------------- OPERATOR = [[maybe_unused]] constexpr auto operator=(const self_type& other) -> self_type& = default; [[maybe_unused]] constexpr auto operator=(self_type&& other) noexcept -> self_type& = default; /// @} //==================================================================================================== //===== FUNCTIONS //==================================================================================================== /// @{ -------------------------------------------------- APPLY template<typename TImage> [[nodiscard]] static typename TImage::template self_template_type<double> apply(const TImage& img) { typename TImage::template self_template_type<double> res; res.set_size(img.size()); auto[itMinVal, itMaxVal] = std::minmax_element(img.begin(), img.end()); const auto range = *itMaxVal - *itMinVal; #pragma omp parallel for for (unsigned int i = 0; i < img.num_values(); ++i) { res[i] = (img[i] - *itMinVal) / range; } return res; } /// @} }; // class NormalizeIntensityImageFilter } // namespace bk #endif //BK_NORMALIZEINTENSITYIMAGEFILTER_H
core_ztrssq.c
/** * * @file * * PLASMA is a software package provided by: * University of Tennessee, US, * University of Manchester, UK. * * @precisions normal z -> c d s * **/ #include <plasma_core_blas.h> #include "plasma_types.h" #include "plasma_internal.h" #include "core_lapack.h" #include <math.h> /******************************************************************************/ // This computation also shows up in plasma_core_zsyssq() and can be factored out. // LAPACK does real and imag components separately in zlassq. static inline void ssq(plasma_complex64_t value, double *scale, double *sumsq) { double absa = cabs(value); if (absa != 0.0) { // != propagates nan if (*scale < absa) { *sumsq = 1.0 + *sumsq*((*scale/absa)*(*scale/absa)); *scale = absa; } else { *sumsq = *sumsq + ((absa/(*scale))*(absa/(*scale))); } } } /******************************************************************************/ __attribute__((weak)) void plasma_core_ztrssq(plasma_enum_t uplo, plasma_enum_t diag, int m, int n, const plasma_complex64_t *A, int lda, double *scale, double *sumsq) { if (uplo == PlasmaUpper) { if (diag == PlasmaNonUnit) { for (int j = 0; j < n; j++) { ssq(A[lda*j], scale, sumsq); for (int i = 1; i < imin(j+1, m); i++) { ssq(A[lda*j+i], scale, sumsq); } } } else { // PlasmaUnit int j; for (j = 0; j < imin(n, m); j++) { ssq(1.0, scale, sumsq); for (int i = 0; i < j; i++) { ssq(A[lda*j+i], scale, sumsq); } } for (; j < n; j++) { ssq(A[lda*j], scale, sumsq); for (int i = 1; i < m; i++) { ssq(A[lda*j+i], scale, sumsq); } } } } else { // PlasmaLower if (diag == PlasmaNonUnit) { for (int j = 0; j < imin(n, m); j++) { ssq(A[lda*j+j], scale, sumsq); for (int i = j+1; i < m; i++) { ssq(A[lda*j+i], scale, sumsq); } } } else { // PlasmaUnit for (int j = 0; j < imin(n, m); j++) { ssq(1.0, scale, sumsq); for (int i = j+1; i < m; i++) { ssq(A[lda*j+i], scale, sumsq); } } } } } /******************************************************************************/ void plasma_core_omp_ztrssq(plasma_enum_t uplo, plasma_enum_t diag, int m, int n, const plasma_complex64_t *A, int lda, double *scale, double *sumsq, plasma_sequence_t *sequence, plasma_request_t *request) { #pragma omp task depend(in:A[0:lda*n]) \ depend(out:scale[0:n]) \ depend(out:sumsq[0:n]) { if (sequence->status == PlasmaSuccess) { *scale = 0.0; *sumsq = 1.0; plasma_core_ztrssq(uplo, diag, m, n, A, lda, scale, sumsq); } } }
util.c
#include <stdio.h> #include <stdlib.h> #include <string.h> #include <sys/time.h> #include <math.h> #include <gsl/gsl_matrix.h> #include <gsl/gsl_blas.h> #include <gsl/gsl_rng.h> #include <gsl/gsl_randist.h> void read_matrix(int** index, int** matrix, double scaling, int N_kw, char* input_fileName) { FILE *fp = fopen(input_fileName, "r"); fscanf(fp, "%*[^\n]\n"); for (int ii = 0; ii < N_kw; ii++) fscanf(fp, "%d,", &((*index)[ii])); fscanf(fp, "%*[^\n]\n"); int tmp; for (int ii = 0; ii < N_kw; ii++) { for (int jj = 0; jj < N_kw; jj++) { fscanf(fp, "%d,", &tmp); (*matrix)[ii*N_kw + jj] = (int) (tmp * scaling); } fscanf(fp, "%*[^\n]\n"); } fclose(fp); } void pad_matrix(int** matrix_padded, int** matrix, int m, double p, double q, int N_kw, int N_doc) { // Initialising RNG const gsl_rng_type * T; gsl_rng * r; gsl_rng_env_setup(); T = gsl_rng_default; r = gsl_rng_alloc(T); // perform padding int ii, jj; #pragma omp parallel for private(ii, jj) for (ii = 0; ii < N_kw; ii++) { for (jj = 0; jj < N_kw; jj++) { if (ii == jj) (*matrix_padded)[ii*N_kw + jj] = gsl_ran_binomial(r, p, m*(*matrix)[ii*N_kw + jj]) + gsl_ran_binomial(r, q, m*(N_doc - (*matrix)[ii*N_kw + jj])); if (ii > jj) { int N1 = (*matrix)[ii*N_kw + jj]; int N2 = (*matrix)[ii*N_kw + ii] + (*matrix)[jj*N_kw + jj] - 2*(*matrix)[ii*N_kw + jj]; int N3 = N_doc - N1 - N2; int n1 = gsl_ran_binomial(r, p*p, m*N1); int n2 = gsl_ran_binomial(r, p*q, m*N2); int n3 = gsl_ran_binomial(r, q*q, m*N3); (*matrix_padded)[ii*N_kw + jj] = n1 + n2 + n3; (*matrix_padded)[jj*N_kw + ii] = n1 + n2 + n3; } } } gsl_rng_free(r); } void observe_matrix(gsl_matrix* matrix_obs, int** matrix_padded, int N_kw) { // perform observed count generation for (int ii = 0; ii < N_kw; ii++) for (int jj = 0; jj < N_kw; jj++) gsl_matrix_set(matrix_obs, ii, jj, (double) ((*matrix_padded)[ii*N_kw + jj])); } void solution_initial(int** permutation, gsl_matrix* matrix_obs, int** matrix, int m, double p, double q, int N_kw, int N_obs, int N_doc) { int* diff = (int*) malloc(sizeof(int) * N_kw); int* index = (int*) malloc(sizeof(int) * N_kw); int* occupied = (int*) malloc(sizeof(int) * N_kw); for (int ii = 0; ii < N_kw; ii++) occupied[ii] = -1; for (int ii = 0; ii < N_obs; ii++) { // reset index for (int jj = 0; jj < N_kw; jj++) index[jj] = jj; // compute differences for (int jj = 0; jj < N_kw; jj++) diff[jj] = abs(gsl_matrix_get(matrix_obs, ii, ii) - m * p * (*matrix)[jj*N_kw+jj] - m * q * (N_doc - (*matrix)[jj*N_kw+jj])); // sorting for (int jj = 0; jj < N_kw-1; jj++) { for (int kk = 0; kk < N_kw-jj-1; kk++) { if (diff[kk] > diff[kk+1]) { int temp = diff[kk+1]; diff[kk+1] = diff[kk]; diff[kk] = temp; temp = index[kk+1]; index[kk+1] = index[kk]; index[kk] = temp; } } } // use the smallest index available int idx = 0; while (occupied[index[idx]] > 0) idx++; // update the data structures (*permutation)[ii] = index[idx]; occupied[index[idx]] = 1; } //for (int ii = 200; ii < 250; ii++) //{ // printf("%f\n", gsl_matrix_get(matrix_obs, ii, ii) - m * p * (*matrix)[(*permutation)[ii]*N_kw+(*permutation)[ii]] - m * q * (N_doc - (*matrix)[(*permutation)[ii]*N_kw+(*permutation)[ii]])); //} } void permutation_generation(int* idx1, int* idx2, int** permutation_tmp, int** permutation, int** permutation_inv, gsl_matrix* matrix_obs, int** matrix, int m, double p, double q, int N_kw, int N_obs, int N_doc) { double N1_mean, N1_var, N1_lower, N1_upper, N2_mean, N2_var, N2_lower, N2_upper; int check = -1; int count = 0; *idx1 = rand() % N_obs; *idx2 = -1; int idx_old = (*permutation)[*idx1]; int idx_new = 0; do { idx_new = rand() % N_kw; count++; if ((*permutation_inv)[idx_new] >= 0) { *idx2 = (*permutation_inv)[idx_new]; N1_mean = m * p * (*matrix)[idx_new*N_kw + idx_new] + m * q * (N_doc - (*matrix)[idx_new*N_kw + idx_new]); N1_var = (*matrix)[idx_new*N_kw + idx_new] / (double) N_doc * (N_doc - (*matrix)[idx_new*N_kw + idx_new]) * 2.0 * m; N1_var += m * p * (1-p) * (*matrix)[idx_new*N_kw + idx_new] + m * q * (1-q) * (N_doc - (*matrix)[idx_new*N_kw + idx_new]); N1_var = 3*sqrt(N1_var); N1_lower = N1_mean - N1_var; N1_upper = N1_mean + N1_var; N2_mean = m * p * (*matrix)[idx_old*N_kw + idx_old] + m * q * (N_doc - (*matrix)[idx_old*N_kw + idx_old]); N2_var = (*matrix)[idx_old*N_kw + idx_old] / (double) N_doc * (N_doc - (*matrix)[idx_old*N_kw + idx_old]) * 2.0 * m ; N2_var += m * p * (1-p) * (*matrix)[idx_old*N_kw + idx_old] + m * q * (1-q)* (N_doc - (*matrix)[idx_old*N_kw + idx_old]); N2_var = 3*sqrt(N2_var); N2_lower = N2_mean - N2_var; N2_upper = N2_mean + N2_var; if ((gsl_matrix_get(matrix_obs, *idx1, *idx1) > N1_lower) && (gsl_matrix_get(matrix_obs, *idx1, *idx1) < N1_upper)) if ((gsl_matrix_get(matrix_obs, *idx2, *idx2) > N2_lower) && (gsl_matrix_get(matrix_obs, *idx2, *idx2) < N2_upper)) check = 1; } else { *idx2 = (*permutation_inv)[idx_new]; N1_mean = m * p * (*matrix)[idx_new*N_kw + idx_new] + m * q * (N_doc - (*matrix)[idx_new*N_kw + idx_new]); N1_var = (*matrix)[idx_new*N_kw + idx_new] / (double) N_doc * (N_doc - (*matrix)[idx_new*N_kw + idx_new]) * 2.0 * m; N1_var += m * p * (1-p) * (*matrix)[idx_new*N_kw + idx_new] + m * q * (1-q) * (N_doc - (*matrix)[idx_new*N_kw + idx_new]); N1_var = 3*sqrt(N1_var); N1_lower = N1_mean - N1_var; N1_upper = N1_mean + N1_var; if ((gsl_matrix_get(matrix_obs, *idx1, *idx1) > N1_lower) && (gsl_matrix_get(matrix_obs, *idx1, *idx1) < N1_upper)) check = 1; } } while ((check < 0) && (count < 200)); if (count == 200) *idx2 = *idx1; if (*idx1 != *idx2) { (*permutation_tmp)[*idx1] = idx_new; if ((*permutation_inv)[idx_new] >= 0) { *idx2 = (*permutation_inv)[idx_new]; (*permutation_tmp)[*idx2] = idx_old; } } }
GB_binop__second_int32.c
//------------------------------------------------------------------------------ // GB_binop: hard-coded functions for each built-in binary operator //------------------------------------------------------------------------------ // SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2021, All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 //------------------------------------------------------------------------------ // If this file is in the Generated2/ folder, do not edit it // (it is auto-generated from Generator/*). #include "GB.h" #ifndef GBCOMPACT #include "GB_emult.h" #include "GB_control.h" #include "GB_ek_slice.h" #include "GB_dense.h" #include "GB_atomics.h" #include "GB_bitmap_assign_methods.h" #include "GB_binop__include.h" // C=binop(A,B) is defined by the following types and operators: // A+B function (eWiseAdd): GB (_AaddB__second_int32) // A.*B function (eWiseMult): GB (_AemultB_01__second_int32) // A.*B function (eWiseMult): GB (_AemultB_02__second_int32) // A.*B function (eWiseMult): GB (_AemultB_03__second_int32) // A.*B function (eWiseMult): GB (_AemultB_bitmap__second_int32) // A*D function (colscale): GB (_AxD__second_int32) // D*A function (rowscale): GB (_DxB__second_int32) // C+=B function (dense accum): GB (_Cdense_accumB__second_int32) // C+=b function (dense accum): GB (_Cdense_accumb__second_int32) // C+=A+B function (dense ewise3): GB ((none)) // C=A+B function (dense ewise3): GB (_Cdense_ewise3_noaccum__second_int32) // C=scalar+B GB ((none)) // C=scalar+B' GB ((none)) // C=A+scalar GB ((none)) // C=A'+scalar GB ((none)) // C type: int32_t // A type: int32_t // B,b type: int32_t // BinaryOp: cij = bij #define GB_ATYPE \ int32_t #define GB_BTYPE \ int32_t #define GB_CTYPE \ int32_t // true if the types of A and B are identical #define GB_ATYPE_IS_BTYPE \ 1 // true if the types of C and A are identical #define GB_CTYPE_IS_ATYPE \ 1 // true if the types of C and B are identical #define GB_CTYPE_IS_BTYPE \ 1 // aij = Ax [pA] #define GB_GETA(aij,Ax,pA,A_iso) \ ; // bij = Bx [pB] #define GB_GETB(bij,Bx,pB,B_iso) \ int32_t bij = GBX (Bx, pB, B_iso) // declare scalar of the same type as C #define GB_CTYPE_SCALAR(t) \ int32_t t // cij = Ax [pA] #define GB_COPY_A_TO_C(cij,Ax,pA,A_iso) \ cij = GBX (Ax, pA, A_iso) // cij = Bx [pB] #define GB_COPY_B_TO_C(cij,Bx,pB,B_iso) \ cij = GBX (Bx, pB, B_iso) #define GB_CX(p) Cx [p] // binary operator #define GB_BINOP(z,x,y,i,j) \ z = y ; // true if the binop must be flipped #define GB_BINOP_FLIP \ 0 // op is second #define GB_OP_IS_SECOND \ 1 // do the numerical phases of GB_add and GB_emult #define GB_PHASE_2_OF_2 // hard-coded loops can be vectorized #define GB_PRAGMA_SIMD_VECTORIZE GB_PRAGMA_SIMD // disable this operator and use the generic case if these conditions hold #define GB_DISABLE \ (GxB_NO_SECOND || GxB_NO_INT32 || GxB_NO_SECOND_INT32) //------------------------------------------------------------------------------ // C += A+B, all 3 matrices dense //------------------------------------------------------------------------------ #if 0 // The op must be MIN, MAX, PLUS, MINUS, RMINUS, TIMES, DIV, or RDIV. void GB ((none)) ( GrB_Matrix C, const GrB_Matrix A, const GrB_Matrix B, const int nthreads ) { #include "GB_dense_ewise3_accum_template.c" } #endif //------------------------------------------------------------------------------ // C = A+B, all 3 matrices dense //------------------------------------------------------------------------------ GrB_Info GB (_Cdense_ewise3_noaccum__second_int32) ( GrB_Matrix C, const GrB_Matrix A, const GrB_Matrix B, const int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else #include "GB_dense_ewise3_noaccum_template.c" return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // C += B, accumulate a sparse matrix into a dense matrix //------------------------------------------------------------------------------ GrB_Info GB (_Cdense_accumB__second_int32) ( GrB_Matrix C, const GrB_Matrix B, const int64_t *B_ek_slicing, const int B_ntasks, const int B_nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else { #include "GB_dense_subassign_23_template.c" } return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // C += b, accumulate a scalar into a dense matrix //------------------------------------------------------------------------------ GrB_Info GB (_Cdense_accumb__second_int32) ( GrB_Matrix C, const GB_void *p_bwork, const int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else { // get the scalar b for C += b, of type int32_t int32_t bwork = (*((int32_t *) p_bwork)) ; #include "GB_dense_subassign_22_template.c" return (GrB_SUCCESS) ; } return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // C = A*D, column scale with diagonal D matrix //------------------------------------------------------------------------------ GrB_Info GB (_AxD__second_int32) ( GrB_Matrix C, const GrB_Matrix A, bool A_is_pattern, const GrB_Matrix D, bool D_is_pattern, const int64_t *A_ek_slicing, const int A_ntasks, const int A_nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else int32_t *restrict Cx = (int32_t *) C->x ; #include "GB_AxB_colscale_template.c" return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // C = D*B, row scale with diagonal D matrix //------------------------------------------------------------------------------ GrB_Info GB (_DxB__second_int32) ( GrB_Matrix C, const GrB_Matrix D, bool D_is_pattern, const GrB_Matrix B, bool B_is_pattern, int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else int32_t *restrict Cx = (int32_t *) C->x ; #include "GB_AxB_rowscale_template.c" return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // eWiseAdd: C = A+B or C<M> = A+B //------------------------------------------------------------------------------ GrB_Info GB (_AaddB__second_int32) ( GrB_Matrix C, const int C_sparsity, const GrB_Matrix M, const bool Mask_struct, const bool Mask_comp, const GrB_Matrix A, const GrB_Matrix B, const bool Ch_is_Mh, const int64_t *restrict C_to_M, const int64_t *restrict C_to_A, const int64_t *restrict C_to_B, const GB_task_struct *restrict TaskList, const int C_ntasks, const int C_nthreads, GB_Context Context ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else GB_WERK_DECLARE (M_ek_slicing, int64_t) ; GB_WERK_DECLARE (A_ek_slicing, int64_t) ; GB_WERK_DECLARE (B_ek_slicing, int64_t) ; #include "GB_add_template.c" GB_FREE_WORK ; return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // eWiseMult: C = A.*B or C<M> = A.*B //------------------------------------------------------------------------------ GrB_Info GB (_AemultB_01__second_int32) ( GrB_Matrix C, const int C_sparsity, const int ewise_method, const GrB_Matrix M, const bool Mask_struct, const bool Mask_comp, const GrB_Matrix A, const GrB_Matrix B, const int64_t *restrict C_to_M, const int64_t *restrict C_to_A, const int64_t *restrict C_to_B, const GB_task_struct *restrict TaskList, const int C_ntasks, const int C_nthreads, GB_Context Context ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else #include "GB_emult_01_meta.c" return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // eWiseMult: C<#> = A.*B when A is sparse/hyper and B is bitmap/full //------------------------------------------------------------------------------ GrB_Info GB (_AemultB_02__second_int32) ( GrB_Matrix C, const GrB_Matrix M, const bool Mask_struct, const bool Mask_comp, const GrB_Matrix A, const GrB_Matrix B, const bool flipxy, const int64_t *restrict Cp_kfirst, const int64_t *A_ek_slicing, const int A_ntasks, const int A_nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else #if GB_BINOP_FLIP // The operator is not commutative, and does not have a flipped // variant. For example z=atan2(y,x). if (flipxy) { // use fmult(y,x) #undef GB_FLIPPED #define GB_FLIPPED 1 #include "GB_emult_02_template.c" } else { // use fmult(x,y) #undef GB_FLIPPED #define GB_FLIPPED 0 #include "GB_emult_02_template.c" } #else // No need to handle the flip: the operator is either commutative, or // has been handled by changing z=div(y,x) to z=rdiv(x,y) for example. #undef GB_FLIPPED #define GB_FLIPPED 0 #include "GB_emult_02_template.c" #endif return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // eWiseMult: C<M> = A.*B, M sparse/hyper, A and B bitmap/full //------------------------------------------------------------------------------ GrB_Info GB (_AemultB_03__second_int32) ( GrB_Matrix C, const GrB_Matrix M, const bool Mask_struct, const GrB_Matrix A, const GrB_Matrix B, const int64_t *restrict Cp_kfirst, const int64_t *M_ek_slicing, const int M_ntasks, const int M_nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else #include "GB_emult_03_template.c" return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // eWiseMult: C=A.*B, C<M>=A.*B, C<!M>=A.*B where C is bitmap //------------------------------------------------------------------------------ GrB_Info GB (_AemultB_bitmap__second_int32) ( GrB_Matrix C, const int ewise_method, const GrB_Matrix M, const bool Mask_struct, const bool Mask_comp, const GrB_Matrix A, const GrB_Matrix B, const int64_t *M_ek_slicing, const int M_ntasks, const int M_nthreads, const int C_nthreads, GB_Context Context ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else #include "GB_bitmap_emult_template.c" return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // Cx = op (x,Bx): apply a binary operator to a matrix with scalar bind1st //------------------------------------------------------------------------------ #if 0 GrB_Info GB ((none)) ( GB_void *Cx_output, // Cx and Bx may be aliased const GB_void *x_input, const GB_void *Bx_input, const int8_t *restrict Bb, int64_t bnz, int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else int32_t *Cx = (int32_t *) Cx_output ; int32_t x = (*((int32_t *) x_input)) ; int32_t *Bx = (int32_t *) Bx_input ; int64_t p ; #pragma omp parallel for num_threads(nthreads) schedule(static) for (p = 0 ; p < bnz ; p++) { if (!GBB (Bb, p)) continue ; int32_t bij = GBX (Bx, p, false) ; Cx [p] = bij ; } return (GrB_SUCCESS) ; #endif } #endif //------------------------------------------------------------------------------ // Cx = op (Ax,y): apply a binary operator to a matrix with scalar bind2nd //------------------------------------------------------------------------------ #if 0 GrB_Info GB ((none)) ( GB_void *Cx_output, // Cx and Ax may be aliased const GB_void *Ax_input, const GB_void *y_input, const int8_t *restrict Ab, int64_t anz, int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else int64_t p ; int32_t *Cx = (int32_t *) Cx_output ; int32_t *Ax = (int32_t *) Ax_input ; int32_t y = (*((int32_t *) y_input)) ; #pragma omp parallel for num_threads(nthreads) schedule(static) for (p = 0 ; p < anz ; p++) { if (!GBB (Ab, p)) continue ; ; ; Cx [p] = y ; } return (GrB_SUCCESS) ; #endif } #endif //------------------------------------------------------------------------------ // C = op (x, A'): transpose and apply a binary operator //------------------------------------------------------------------------------ #if 0 // cij = op (x, aij), no typecasting (in spite of the macro name) #undef GB_CAST_OP #define GB_CAST_OP(pC,pA) \ { \ int32_t aij = GBX (Ax, pA, false) ; \ Cx [pC] = aij ; \ } GrB_Info GB ((none)) ( GrB_Matrix C, const GB_void *x_input, const GrB_Matrix A, int64_t *restrict *Workspaces, const int64_t *restrict A_slice, int nworkspaces, int nthreads ) { // GB_unop_transpose.c uses GB_ATYPE, but A is // the 2nd input to binary operator z=f(x,y). #undef GB_ATYPE #define GB_ATYPE \ int32_t #if GB_DISABLE return (GrB_NO_VALUE) ; #else int32_t x = (*((const int32_t *) x_input)) ; #include "GB_unop_transpose.c" return (GrB_SUCCESS) ; #endif #undef GB_ATYPE #define GB_ATYPE \ int32_t } #endif //------------------------------------------------------------------------------ // C = op (A', y): transpose and apply a binary operator //------------------------------------------------------------------------------ #if 0 // cij = op (aij, y), no typecasting (in spite of the macro name) #undef GB_CAST_OP #define GB_CAST_OP(pC,pA) \ { \ ; ; \ Cx [pC] = y ; \ } GrB_Info GB ((none)) ( GrB_Matrix C, const GrB_Matrix A, const GB_void *y_input, int64_t *restrict *Workspaces, const int64_t *restrict A_slice, int nworkspaces, int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else int32_t y = (*((const int32_t *) y_input)) ; #include "GB_unop_transpose.c" return (GrB_SUCCESS) ; #endif } #endif #endif
GB_unop__creal_fp32_fc32.c
//------------------------------------------------------------------------------ // GB_unop: hard-coded functions for each built-in unary operator //------------------------------------------------------------------------------ // SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2021, All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 //------------------------------------------------------------------------------ // If this file is in the Generated/ folder, do not edit it (auto-generated). #include "GB.h" #ifndef GBCOMPACT #include "GB_control.h" #include "GB_atomics.h" #include "GB_unop__include.h" // C=unop(A) is defined by the following types and operators: // op(A) function: GB_unop_apply__creal_fp32_fc32 // op(A') function: GB_unop_tran__creal_fp32_fc32 // C type: float // A type: GxB_FC32_t // cast: GxB_FC32_t cij = (aij) // unaryop: cij = crealf (aij) #define GB_ATYPE \ GxB_FC32_t #define GB_CTYPE \ float // aij = Ax [pA] #define GB_GETA(aij,Ax,pA) \ GxB_FC32_t aij = Ax [pA] #define GB_CX(p) Cx [p] // unary operator #define GB_OP(z, x) \ z = crealf (x) ; // casting #define GB_CAST(z, aij) \ GxB_FC32_t z = (aij) ; // cij = op (aij) #define GB_CAST_OP(pC,pA) \ { \ /* aij = Ax [pA] */ \ GxB_FC32_t aij = Ax [pA] ; \ /* Cx [pC] = op (cast (aij)) */ \ GxB_FC32_t z = (aij) ; \ Cx [pC] = crealf (z) ; \ } // true if operator is the identity op with no typecasting #define GB_OP_IS_IDENTITY_WITH_NO_TYPECAST \ 0 // disable this operator and use the generic case if these conditions hold #define GB_DISABLE \ (GxB_NO_CREAL || GxB_NO_FP32 || GxB_NO_FC32) //------------------------------------------------------------------------------ // Cx = op (cast (Ax)): apply a unary operator //------------------------------------------------------------------------------ GrB_Info GB_unop_apply__creal_fp32_fc32 ( float *Cx, // Cx and Ax may be aliased const GxB_FC32_t *Ax, const int8_t *GB_RESTRICT Ab, // A->b if A is bitmap int64_t anz, int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else int64_t p ; if (Ab == NULL) { #if ( GB_OP_IS_IDENTITY_WITH_NO_TYPECAST ) GB_memcpy (Cx, Ax, anz * sizeof (GxB_FC32_t), nthreads) ; #else #pragma omp parallel for num_threads(nthreads) schedule(static) for (p = 0 ; p < anz ; p++) { GxB_FC32_t aij = Ax [p] ; GxB_FC32_t z = (aij) ; Cx [p] = crealf (z) ; } #endif } else { // bitmap case, no transpose; A->b already memcpy'd into C->b #pragma omp parallel for num_threads(nthreads) schedule(static) for (p = 0 ; p < anz ; p++) { if (!Ab [p]) continue ; GxB_FC32_t aij = Ax [p] ; GxB_FC32_t z = (aij) ; Cx [p] = crealf (z) ; } } return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // C = op (cast (A')): transpose, typecast, and apply a unary operator //------------------------------------------------------------------------------ GrB_Info GB_unop_tran__creal_fp32_fc32 ( GrB_Matrix C, const GrB_Matrix A, int64_t *GB_RESTRICT *Workspaces, const int64_t *GB_RESTRICT A_slice, int nworkspaces, int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else #include "GB_unop_transpose.c" return (GrB_SUCCESS) ; #endif } #endif
sageInterface.h
#ifndef ROSE_SAGE_INTERFACE #define ROSE_SAGE_INTERFACE #include "sage3basic.hhh" #include <stdint.h> #include <utility> #if 0 // FMZ(07/07/2010): the argument "nextErrorCode" should be call-by-reference SgFile* determineFileType ( std::vector<std::string> argv, int nextErrorCode, SgProject* project ); #else SgFile* determineFileType ( std::vector<std::string> argv, int& nextErrorCode, SgProject* project ); #endif #ifndef ROSE_USE_INTERNAL_FRONTEND_DEVELOPMENT #include "rewrite.h" #endif // DQ (7/20/2008): Added support for unparsing abitrary strings in the unparser. #include "astUnparseAttribute.h" #include <set> #ifndef ROSE_USE_INTERNAL_FRONTEND_DEVELOPMENT #include "LivenessAnalysis.h" #include "abstract_handle.h" #include "ClassHierarchyGraph.h" #endif // DQ (8/19/2004): Moved from ROSE/src/midend/astRewriteMechanism/rewrite.h //! A global function for getting the string associated with an enum (which is defined in global scope) std::string getVariantName (VariantT v); // DQ (12/9/2004): Qing, Rich and Dan have decided to start this namespace within ROSE // This namespace is specific to interface functions that operate on the Sage III AST. // The name was chosen so as not to conflict with other classes within ROSE. // This will become the future home of many interface functions which operate on // the AST and which are generally useful to users. As a namespace multiple files can be used // to represent the compete interface and different developers may contribute interface // functions easily. // Constructor handling: (We have sageBuilder.h now for this purpose, Liao 2/1/2008) // We could add simpler layers of support for construction of IR nodes by // hiding many details in "makeSg***()" functions. Such functions would // return pointers to the associated Sg*** objects and would be able to hide // many IR specific details, including: // memory handling // optional parameter settings not often required // use of Sg_File_Info objects (and setting them as transformations) // // namespace AST_Interface (this name is taken already by some of Qing's work :-) //! An alias for Sg_File_Info::generateDefaultFileInfoForTransformationNode() #define TRANS_FILE Sg_File_Info::generateDefaultFileInfoForTransformationNode() //------------------------------------------------------------------------ /*! \brief This namespace is to organize functions that are useful when operating on the AST. \defgroup frontendSageUtilityFunctions SAGE III utility functions(SageInterface) \ingroup ROSE_FrontEndGroup The Sage III IR design attempts to be minimalist. Thus additional functionality is intended to be presented using separate higher level interfaces which work with the IR. The namespace, SageInterface, collects functions that operate on the IR and are supportive of numerous types of routine operations required to support general analysis and transformation of the AST. \internal Further organization of the functions in this namespace is required. Major AST manipulation functions are scattered in the following directories - src/midend/astUtil/astInterface - src/roseSupport/utility_function.h, namespace ROSE - src/roseSupport/TransformationSupport.h, class TransformationSupport - src/midend/astInlining/inlinerSupport.C - src/frontend/SageIII/sageInterface - projects: such as outliner, OpenMP_Translator Some other utility functions not related AST can be found in - src/util/stringSupport/string_functions.h, namespace StringUtility - src/roseExtensions/dataStructureTraversal/helpFunctions.C - projects/dataStructureGraphing/helpFunctions.C \todo A number of additional things to do: - Pull scope handling out of EDG/Sage III translation so that is is made available to anyone else building the Sage III IR from scratch (which when it gets non-trivial, involves the manipulation of scopes). - Other stuff ... */ namespace SageInterface { //! An internal counter for generating unique SgName extern int gensym_counter; // tps : 28 Oct 2008 - support for finding the main interpretation SgAsmInterpretation* getMainInterpretation(SgAsmGenericFile* file); //! Get the unsigned value of a disassembled constant. uint64_t getAsmConstant(SgAsmValueExpression* e); //! Get the signed value of a disassembled constant. int64_t getAsmSignedConstant(SgAsmValueExpression *e); //! Function to add "C" style comment to statement. void addMessageStatement( SgStatement* stmt, std::string message ); //! A persistent attribute to represent a unique name for an expression class UniqueNameAttribute : public AstAttribute { private: std::string name; public: UniqueNameAttribute(std::string n="") {name =n; }; void set_name (std::string n) {name = n;}; std::string get_name () {return name;}; }; // DQ (3/2/2009): Added support for collectiong an merging the referenced symbols in the outlined // function into the list used to edit the outlined code subtree to fixup references (from symbols // in the original file to the symbols in the newer separate file). // typedef rose_hash::unordered_map<SgNode*, SgNode*, hash_nodeptr> ReplacementMapType; // void supplementReplacementSymbolMap ( const ReplacementMapTraversal::ReplacementMapType & inputReplacementMap ); // CH (4/9/2010): Use boost::hash instead //#ifdef _MSC_VER #if 0 inline size_t hash_value(SgNode* t) {return (size_t)t;} #endif struct hash_nodeptr { // CH (4/9/2010): Use boost::hash instead //#ifndef _MSC_VER #if 0 //rose_hash::hash<char*> hasher; #endif public: size_t operator()(SgNode* node) const { // CH (4/9/2010): Use boost::hash instead //#ifdef _MSC_VER #if 0 return (size_t) hash_value(node); #else return (size_t) node; #endif } }; void supplementReplacementSymbolMap ( rose_hash::unordered_map<SgNode*, SgNode*, hash_nodeptr> & inputReplacementMap ); //------------------------------------------------------------------------ //@{ /*! @name Symbol tables \brief utility functions for symbol tables */ // Liao 1/22/2008, used for get symbols for generating variable reference nodes // ! Find a variable symbol in current and ancestor scopes for a given name SgVariableSymbol *lookupVariableSymbolInParentScopes (const SgName & name, SgScopeStatement *currentScope=NULL); //! Find a symbol in current and ancestor scopes for a given variable name, starting from top of ScopeStack if currentscope is not given or NULL. SgSymbol *lookupSymbolInParentScopes (const SgName & name, SgScopeStatement *currentScope=NULL); // DQ (11/24/2007): Functions moved from the Fortran support so that they could be called from within astPostProcessing. //!look up the first matched function symbol in parent scopes given only a function name, starting from top of ScopeStack if currentscope is not given or NULL SgFunctionSymbol *lookupFunctionSymbolInParentScopes (const SgName & functionName, SgScopeStatement *currentScope=NULL); // Liao, 1/24/2008, find exact match for a function //!look up function symbol in parent scopes given both name and function type, starting from top of ScopeStack if currentscope is not given or NULL SgFunctionSymbol *lookupFunctionSymbolInParentScopes (const SgName & functionName, const SgType* t, SgScopeStatement *currentScope=NULL); // DQ (5/7/2011): Added support for SgClassSymbol (used in name qualification support). SgClassSymbol* lookupClassSymbolInParentScopes (const SgName & name, SgScopeStatement *currentScope = NULL); SgTypedefSymbol* lookupTypedefSymbolInParentScopes (const SgName & name, SgScopeStatement *currentScope = NULL); SgTemplateSymbol* lookupTemplateSymbolInParentScopes (const SgName & name, SgScopeStatement *currentScope = NULL); SgEnumSymbol* lookupEnumSymbolInParentScopes (const SgName & name, SgScopeStatement *currentScope = NULL); SgNamespaceSymbol* lookupNamespaceSymbolInParentScopes(const SgName & name, SgScopeStatement *currentScope = NULL); // DQ (7/17/2011): Added function from cxx branch that I need here for the Java support. // SgClassSymbol* lookupClassSymbolInParentScopes (const SgName & name, SgScopeStatement *cscope); /*! \brief set_name of symbol in symbol table. This function extracts the symbol from the relavant symbol table, changes the name (at the declaration) and reinserts it into the symbol table. \internal I think this is what this function does, I need to double check. */ // DQ (12/9/2004): Moved this function (by Alin Jula) from being a member of SgInitializedName // to this location where it can be a part of the interface for the Sage III AST. int set_name (SgInitializedName * initializedNameNode, SgName new_name); /*! \brief Output function type symbols in global function type symbol table. */ void outputGlobalFunctionTypeSymbolTable (); // DQ (6/27/2005): /*! \brief Output the local symbol tables. \implementation Each symbol table is output with the file infor where it is located in the source code. */ void outputLocalSymbolTables (SgNode * node); class OutputLocalSymbolTables:public AstSimpleProcessing { public: void visit (SgNode * node); }; /*! \brief Regenerate the symbol table. \implementation current symbol table must be NULL pointer before calling this function (for safety, but is this a good idea?) */ // DQ (9/28/2005): void rebuildSymbolTable (SgScopeStatement * scope); /*! \brief Clear those variable symbols (together with initialized names) which are not referenced by any variable references or declarations. */ void clearUnusedVariableSymbols (); // DQ (3/1/2009): //! All the symbol table references in the copied AST need to be reset after rebuilding the copied scope's symbol table. void fixupReferencesToSymbols( const SgScopeStatement* this_scope, SgScopeStatement* copy_scope, SgCopyHelp & help ); //@} //------------------------------------------------------------------------ //@{ /*! @name Stringify \brief Generate a useful string (name) to describe a SgNode */ /*! \brief Generate a useful name to describe the SgNode \internal default names are used for SgNode objects that can not be associated with a name. */ // DQ (9/21/2005): General function for extracting the name of declarations (when they have names) std::string get_name (const SgNode * node); /*! \brief Generate a useful name to describe the declaration \internal default names are used for declarations that can not be associated with a name. */ // DQ (6/13/2005): General function for extracting the name of declarations (when they have names) std::string get_name (const SgStatement * stmt); /*! \brief Generate a useful name to describe the expression \internal default names are used for expressions that can not be associated with a name. */ std::string get_name (const SgExpression * expr); /*! \brief Generate a useful name to describe the declaration \internal default names are used for declarations that can not be associated with a name. */ // DQ (6/13/2005): General function for extracting the name of declarations (when they have names) std::string get_name (const SgDeclarationStatement * declaration); /*! \brief Generate a useful name to describe the scope \internal default names are used for scope that cannot be associated with a name. */ // DQ (6/13/2005): General function for extracting the name of declarations (when they have names) std::string get_name (const SgScopeStatement * scope); /*! \brief Generate a useful name to describe the SgSymbol \internal default names are used for SgSymbol objects that cannot be associated with a name. */ // DQ (2/11/2007): Added this function to make debugging support more complete (useful for symbol table debugging support). std::string get_name (const SgSymbol * symbol); /*! \brief Generate a useful name to describe the SgType \internal default names are used for SgType objects that cannot be associated with a name. */ std::string get_name (const SgType * type); /*! \brief Generate a useful name to describe the SgSupport IR node */ std::string get_name (const SgSupport * node); /*! \brief Generate a useful name to describe the SgLocatedNodeSupport IR node */ std::string get_name (const SgLocatedNodeSupport * node); /*! \brief Generate a useful name to describe the SgC_PreprocessorDirectiveStatement IR node */ std::string get_name ( const SgC_PreprocessorDirectiveStatement* directive ); /*! \brief Generate a useful name to describe the SgToken IR node */ std::string get_name ( const SgToken* token ); //@} //------------------------------------------------------------------------ //@{ /*! @name Class utilities \brief */ /*! \brief Get the default destructor from the class declaration */ // DQ (6/21/2005): Get the default destructor from the class declaration SgMemberFunctionDeclaration *getDefaultDestructor (SgClassDeclaration * classDeclaration); /*! \brief Get the default constructor from the class declaration */ // DQ (6/22/2005): Get the default constructor from the class declaration SgMemberFunctionDeclaration *getDefaultConstructor (SgClassDeclaration * classDeclaration); /*! \brief Return true if template definition is in the class, false if outside of class. */ // DQ (8/27/2005): bool templateDefinitionIsInClass (SgTemplateInstantiationMemberFunctionDecl * memberFunctionDeclaration); /*! \brief Generate a non-defining (forward) declaration from a defining function declaration. \internal should put into sageBuilder ? */ // DQ (9/17/2005): SgTemplateInstantiationMemberFunctionDecl* buildForwardFunctionDeclaration (SgTemplateInstantiationMemberFunctionDecl * memberFunctionInstantiation); //! Check if a SgNode is a declaration for a structure bool isStructDeclaration(SgNode * node); #if 0 // DQ (8/28/2005): This is already a member function of the SgFunctionDeclaration // (so that it can handle template functions and member functions) /*! \brief Return true if member function of a template member function, of false if a non-template member function in a templated class. */ // DQ (8/27/2005): bool isTemplateMemberFunction (SgTemplateInstantiationMemberFunctionDecl * memberFunctionDeclaration); #endif //@} //------------------------------------------------------------------------ //@{ /*! @name Misc. \brief Not sure the classifications right now */ //! Extract a SgPragmaDeclaration's leading keyword . For example "#pragma omp parallel" has a keyword of "omp". std::string extractPragmaKeyword(const SgPragmaDeclaration *); //! Check if a node is SgOmp*Statement bool isOmpStatement(SgNode* ); /*! \brief Return true if function is overloaded. */ // DQ (8/27/2005): bool isOverloaded (SgFunctionDeclaration * functionDeclaration); //! Generate unique names for expressions and attach the names as persistent attributes ("UniqueNameAttribute") void annotateExpressionsWithUniqueNames (SgProject* project); //! Check if a SgNode is a main() function declaration bool isMain (const SgNode* node); // DQ (6/22/2005): /*! \brief Generate unique name from C and C++ constructs. The name may contain space. This is support for the AST merge, but is generally useful as a more general mechanism than name mangling which is more closely ties to the generation of names to support link-time function name resolution. This is more general than common name mangling in that it resolves more relevant differences between C and C++ declarations. (e.g. the type within the declaration: "struct { int:8; } foo;"). \implementation current work does not support expressions. */ std::string generateUniqueName ( const SgNode * node, bool ignoreDifferenceBetweenDefiningAndNondefiningDeclarations); /** Generate a name that is unique in the current scope and any parent and children scopes. * @param baseName the word to be included in the variable names. */ std::string generateUniqueVariableName(SgScopeStatement* scope, std::string baseName = "temp"); // DQ (8/10/2010): Added const to first parameter. // DQ (3/10/2007): //! Generate a unique string from the source file position information std::string declarationPositionString (const SgDeclarationStatement * declaration); // DQ (1/20/2007): //! Added mechanism to generate project name from list of file names std::string generateProjectName (const SgProject * project, bool supressSuffix = false ); //! Given a SgExpression that represents a named function (or bound member //! function), return the mentioned function SgFunctionDeclaration* getDeclarationOfNamedFunction(SgExpression* func); //! Get the mask expression from the header of a SgForAllStatement SgExpression* forallMaskExpression(SgForAllStatement* stmt); //! Find all SgPntrArrRefExp under astNode, then add SgVarRefExp (if any) of SgPntrArrRefExp's dim_info into NodeList_t void addVarRefExpFromArrayDimInfo(SgNode * astNode, Rose_STL_Container<SgNode *>& NodeList_t); // DQ (10/6/2006): Added support for faster mangled name generation (caching avoids recomputation). /*! \brief Support for faster mangled name generation (caching avoids recomputation). */ void clearMangledNameCache (SgGlobal * globalScope); void resetMangledNameCache (SgGlobal * globalScope); std::string getMangledNameFromCache (SgNode * astNode); std::string addMangledNameToCache (SgNode * astNode, const std::string & mangledName); SgDeclarationStatement * getNonInstantiatonDeclarationForClass (SgTemplateInstantiationMemberFunctionDecl * memberFunctionInstantiation); //! a better version for SgVariableDeclaration::set_baseTypeDefininingDeclaration(), handling all side effects automatically //! Used to have a struct declaration embedded into a variable declaration void setBaseTypeDefiningDeclaration(SgVariableDeclaration* var_decl, SgDeclarationStatement *base_decl); // DQ (10/14/2006): This function tests the AST to see if for a non-defining declaration, the // bool declarationPreceedsDefinition ( SgClassDeclaration* classNonDefiningDeclaration, SgClassDeclaration* classDefiningDeclaration ); //! Check if a defining declaration comes before of after the non-defining declaration. bool declarationPreceedsDefinition (SgDeclarationStatement *nonDefiningDeclaration, SgDeclarationStatement *definingDeclaration); // DQ (10/19/2006): Function calls have interesting context dependent rules to determine if // they are output with a global qualifier or not. Were this is true we have to avoid global // qualifiers, since the function's scope has not been defined. This is an example of where // qualification of function names in function calls are context dependent; an interesting // example of where the C++ language is not friendly to source-to-source processing :-). bool functionCallExpressionPreceedsDeclarationWhichAssociatesScope (SgFunctionCallExp * functionCall); /*! \brief Compute the intersection set for two ASTs. This is part of a test done by the copy function to compute those IR nodes in the copy that still reference the original AST. */ std::vector < SgNode * >astIntersection (SgNode * original, SgNode * copy, SgCopyHelp * help = NULL); //! Deep copy an arbitrary subtree SgNode* deepCopyNode (const SgNode* subtree); //! A template function for deep copying a subtree. It is also used to create deepcopy functions with specialized parameter and return types. e.g SgExpression* copyExpression(SgExpression* e); template <typename NodeType> NodeType* deepCopy (const NodeType* subtree) { return dynamic_cast<NodeType*>(deepCopyNode(subtree)); } //! Deep copy an expression SgExpression* copyExpression(SgExpression* e); //!Deep copy a statement SgStatement* copyStatement(SgStatement* s); // from VarSym.cc in src/midend/astOutlining/src/ASTtools //! Get the variable symbol for the first initialized name of a declaration stmt. SgVariableSymbol* getFirstVarSym (SgVariableDeclaration* decl); //! Get the first initialized name of a declaration statement SgInitializedName* getFirstInitializedName (SgVariableDeclaration* decl); //! A special purpose statement removal function, originally from inlinerSupport.h, Need Jeremiah's attention to refine it. Please don't use it for now. void myRemoveStatement(SgStatement* stmt); bool isConstantTrue(SgExpression* e); bool isConstantFalse(SgExpression* e); bool isCallToParticularFunction(SgFunctionDeclaration* decl, SgExpression* e); bool isCallToParticularFunction(const std::string& qualifiedName, size_t arity, SgExpression* e); //! Check if a declaration has a "static' modifier bool isStatic(SgDeclarationStatement* stmt); //! Set a declaration as static void setStatic(SgDeclarationStatement* stmt); //! Check if a declaration has an "extern" modifier bool isExtern(SgDeclarationStatement* stmt); //! Set a declaration as extern void setExtern(SgDeclarationStatement* stmt); //! Interface for creating a statement whose computation writes its answer into //! a given variable. class StatementGenerator { public: virtual ~StatementGenerator() {}; virtual SgStatement* generate(SgExpression* where_to_write_answer) = 0; }; //! Check if a SgNode _s is an assignment statement (any of =,+=,-=,&=,/=, ^=, etc) //! //! Return the left hand, right hand expressions and if the left hand variable is also being read bool isAssignmentStatement(SgNode* _s, SgExpression** lhs=NULL, SgExpression** rhs=NULL, bool* readlhs=NULL); //! Variable references can be introduced by SgVarRef, SgPntrArrRefExp, SgInitializedName, SgMemberFunctionRef etc. This function will convert them all to a top level SgInitializedName. SgInitializedName* convertRefToInitializedName(SgNode* current); //! Obtain a matching SgNode from an abstract handle string SgNode* getSgNodeFromAbstractHandleString(const std::string& input_string); //! Dump information about a SgNode for debugging void dumpInfo(SgNode* node, std::string desc=""); //! Reorder a list of declaration statements based on their appearance order in source files std::vector<SgDeclarationStatement*> sortSgNodeListBasedOnAppearanceOrderInSource(const std::vector<SgDeclarationStatement*>& nodevec); //@} //------------------------------------------------------------------------ //@{ /*! @name AST properties \brief version, language properties of current AST. */ // std::string version(); // utility_functions.h, version number /*! Brief These traverse the memory pool of SgFile IR nodes and determine what languages are in use! */ bool is_C_language (); bool is_OpenMP_language (); bool is_UPC_language (); //! Check if dynamic threads compilation is used for UPC programs bool is_UPC_dynamic_threads(); bool is_C99_language (); bool is_Cxx_language (); bool is_Java_language (); bool is_Fortran_language (); bool is_CAF_language (); bool is_PHP_language(); bool is_Python_language(); bool is_Cuda_language(); bool is_binary_executable(); bool is_mixed_C_and_Cxx_language (); bool is_mixed_Fortran_and_C_language (); bool is_mixed_Fortran_and_Cxx_language (); bool is_mixed_Fortran_and_C_and_Cxx_language (); //@} //------------------------------------------------------------------------ //@{ /*! @name Scope \brief */ // DQ (10/5/2006): Added support for faster (non-quadratic) computation of unique // labels for scopes in a function (as required for name mangling). /*! \brief Assigns unique numbers to each SgScopeStatement of a function. This is used to provide unique names for variables and types defined is different nested scopes of a function (used in mangled name generation). */ void resetScopeNumbers (SgFunctionDefinition * functionDeclaration); // DQ (10/5/2006): Added support for faster (non-quadratic) computation of unique // labels for scopes in a function (as required for name mangling). /*! \brief Clears the cache of scope,integer pairs for the input function. This is used to clear the cache of computed unique labels for scopes in a function. This function should be called after any transformation on a function that might effect the allocation of scopes and cause the existing unique numbers to be incorrect. This is part of support to provide unique names for variables and types defined is different nested scopes of a function (used in mangled name generation). */ void clearScopeNumbers (SgFunctionDefinition * functionDefinition); //!Find the enclosing namespace of a declaration SgNamespaceDefinitionStatement * enclosingNamespaceScope (SgDeclarationStatement * declaration); // SgNamespaceDefinitionStatement * getEnclosingNamespaceScope (SgNode * node); bool isPrototypeInScope (SgScopeStatement * scope, SgFunctionDeclaration * functionDeclaration, SgDeclarationStatement * startingAtDeclaration); //!check if node1 is a strict ancestor of node 2. (a node is not considered its own ancestor) bool isAncestor(SgNode* node1, SgNode* node2); //@} //------------------------------------------------------------------------ //@{ /*! @name Preprocessing Information \brief #if-#else-#end, comments, #include, etc */ //! Dumps a located node's preprocessing information. void dumpPreprocInfo (SgLocatedNode* locatedNode); //! Insert #include "filename" or #include <filename> (system header) into the global scope containing the current scope, right after other #include XXX. PreprocessingInfo* insertHeader(const std::string& filename, PreprocessingInfo::RelativePositionType position=PreprocessingInfo::after, bool isSystemHeader=false, SgScopeStatement* scope=NULL); //! Identical to movePreprocessingInfo(), except for the stale name and confusing order of parameters. It will be deprecated soon. void moveUpPreprocessingInfo (SgStatement* stmt_dst, SgStatement* stmt_src, PreprocessingInfo::RelativePositionType src_position=PreprocessingInfo::undef, PreprocessingInfo::RelativePositionType dst_position=PreprocessingInfo::undef, bool usePrepend= false); //! Move preprocessing information of stmt_src to stmt_dst, Only move preprocessing information from the specified source-relative position to a specified target position, otherwise move all preprocessing information with position information intact. The preprocessing information is appended to the existing preprocessing information list of the target node by default. Prepending is used if usePreprend is set to true. Optionally, the relative position can be adjust after the moving using dst_position. void movePreprocessingInfo (SgStatement* stmt_src, SgStatement* stmt_dst, PreprocessingInfo::RelativePositionType src_position=PreprocessingInfo::undef, PreprocessingInfo::RelativePositionType dst_position=PreprocessingInfo::undef, bool usePrepend= false); //!Cut preprocessing information from a source node and save it into a buffer. Used in combination of pastePreprocessingInfo(). The cut-paste operation is similar to moveUpPreprocessingInfo() but it is more flexible in that the destination node can be unknown during the cut operation. void cutPreprocessingInfo (SgLocatedNode* src_node, PreprocessingInfo::RelativePositionType pos, AttachedPreprocessingInfoType& save_buf); //!Paste preprocessing information from a buffer to a destination node. Used in combination of cutPreprocessingInfo() void pastePreprocessingInfo (SgLocatedNode* dst_node, PreprocessingInfo::RelativePositionType pos, AttachedPreprocessingInfoType& saved_buf); //! Attach an arbitrary string to a located node. A workaround to insert irregular statements or vendor-specific attributes. PreprocessingInfo* attachArbitraryText(SgLocatedNode* target, const std::string & text, PreprocessingInfo::RelativePositionType position=PreprocessingInfo::before); //!Check if a pragma declaration node has macro calls attached, if yes, replace macro calls within the pragma string with expanded strings. This only works if -rose:wave is turned on. void replaceMacroCallsWithExpandedStrings(SgPragmaDeclaration* target); //@} //------------------------------------------------------------------------ //@{ /*! @name Source File Position \brief set Sg_File_Info for a SgNode */ //! Build and attach comment, comment style is inferred from the language type of the target node if not provided PreprocessingInfo* attachComment(SgLocatedNode* target, const std::string & content, PreprocessingInfo::RelativePositionType position=PreprocessingInfo::before, PreprocessingInfo::DirectiveType dtype= PreprocessingInfo::CpreprocessorUnknownDeclaration); // DQ (11/25/2009): Added matching support for adding comments to SgAsm nodes. // Build and attach comment // void attachComment(SgAsmStatement* target, const std::string & content ); // DQ (7/20/2008): I am not clear were I should put this function, candidates include: SgLocatedNode or SgInterface //! Add a string to be unparsed to support code generation for back-end specific tools or compilers. void addTextForUnparser ( SgNode* astNode, std::string s, AstUnparseAttribute::RelativePositionType inputlocation ); // Liao, 1/8/2007, set file info. for a whole subtree as transformation generated //! Set current node's source position as transformation generated void setOneSourcePositionForTransformation(SgNode *node); //! Set current node's source position as NULL void setOneSourcePositionNull(SgNode *node); //! Recursively set source position info(Sg_File_Info) as transformation generated void setSourcePositionForTransformation (SgNode * root); //! Set source position info(Sg_File_Info) as transformation generated for all SgNodes in memory pool void setSourcePositionForTransformation_memoryPool(); //! Set the source position of SgLocatedNode to Sg_File_Info::generateDefaultFileInfo(). These nodes WILL be unparsed. Not for transformation usage. void setSourcePosition (SgLocatedNode * locatedNode); //@} //------------------------------------------------------------------------ //@{ /*! @name Data types \brief */ // from src/midend/astInlining/typeTraits.h // src/midend/astUtil/astInterface/AstInterface.h //! Get the right bool type according to C or C++ language input SgType* getBoolType(SgNode* n); //! Check if a type is an integral type, only allowing signed/unsigned short, int, long, long long. ////! ////! There is another similar function named SgType::isIntegerType(), which allows additional types char, wchar, and bool to be treated as integer types bool isStrictIntegerType(SgType* t); //!Get the data type of the first initialized name of a declaration statement SgType* getFirstVarType(SgVariableDeclaration* decl); //! Is a type default constructible? This may not quite work properly. bool isDefaultConstructible(SgType* type); //! Is a type copy constructible? This may not quite work properly. bool isCopyConstructible(SgType* type); //! Is a type assignable? This may not quite work properly. bool isAssignable(SgType* type); #ifndef ROSE_USE_INTERNAL_FRONTEND_DEVELOPMENT //! Check if a class type is a pure virtual class. True means that there is at least //! one pure virtual function that has not been overridden. //! In the case of an incomplete class type (forward declaration), this function returns false. bool isPureVirtualClass(SgType* type, const ClassHierarchyWrapper& classHierarchy); #endif //! Does a type have a trivial (built-in) destructor? bool hasTrivialDestructor(SgType* t); //! Is this type a non-constant reference type? (Handles typedefs correctly) bool isNonconstReference(SgType* t); //! Is this type a const or non-const reference type? (Handles typedefs correctly) bool isReferenceType(SgType* t); //! Is this type a pointer type? (Handles typedefs correctly) bool isPointerType(SgType* t); //! Is this a pointer to a non-const type? Note that this function will return true for const pointers pointing to //! non-const types. For example, (int* const y) points to a modifiable int, so this function returns true. Meanwhile, //! it returns false for (int const * x) and (int const * const x) because these types point to a const int. //! Also, only the outer layer of nested pointers is unwrapped. So the function returns true for (const int ** y), but returns //! false for const (int * const * x) bool isPointerToNonConstType(SgType* type); //! Is this a const type? /* const char* p = "aa"; is not treated as having a const type. It is a pointer to const char. * Similarly, neither for const int b[10]; or const int & c =10; * The standard says, "A compound type is not cv-qualified by the cv-qualifiers (if any) of the types from which it is compounded. Any cv-qualifiers applied to an array type affect the array element type, not the array type". */ bool isConstType(SgType* t); //! Remove const (if present) from a type. stripType() cannot do this because it removes all modifiers. SgType* removeConst(SgType* t); //! Is this a volatile type? bool isVolatileType(SgType* t); //! Is this a restrict type? bool isRestrictType(SgType* t); //! Is this a scalar type? /*! We define the following SgType as scalar types: char, short, int, long , void, Wchar, Float, double, long long, string, bool, complex, imaginary */ bool isScalarType(SgType* t); //! Check if a type is an integral type, only allowing signed/unsigned short, int, long, long long. //! //! There is another similar function named SgType::isIntegerType(), which allows additional types char, wchar, and bool. bool isStrictIntegerType(SgType* t); //! Check if a type is a struct type (a special SgClassType in ROSE) bool isStructType(SgType* t); //! Generate a mangled string for a given type based on Itanium C++ ABI std::string mangleType(SgType* type); //! Generate mangled scalar type names according to Itanium C++ ABI, the input type should pass isScalarType() in ROSE std::string mangleScalarType(SgType* type); //! Generated mangled modifier types, include const, volatile,according to Itanium C++ ABI, with extension to handle UPC shared types. std::string mangleModifierType(SgModifierType* type); //! Calculate the number of elements of an array type: dim1* dim2*... , assume element count is 1 for int a[]; Strip off THREADS if it is a UPC array. size_t getArrayElementCount(SgArrayType* t); //! Get the number of dimensions of an array type int getDimensionCount(SgType* t); //! Get the element type of an array SgType* getArrayElementType(SgType* t); //! Get the element type of an array, pointer or string, or NULL if not applicable SgType* getElementType(SgType* t); /// \brief returns the array dimensions in an array as defined for arrtype /// \param arrtype the type of a C/C++ array /// \return an array that contains an expression indicating each dimension's size. /// OWNERSHIP of the expressions is TRANSFERED TO the CALLER (which /// becomes responsible for freeing the expressions). /// Note, the first entry of the array is a SgNullExpression, iff the /// first array dimension was not specified. /// \code /// int x[] = { 1, 2, 3 }; /// \endcode /// note, the expression does not have to be a constant /// \code /// int x[i*5]; /// \endcode /// \post return-value.empty() == false /// \post return-value[*] != NULL (no nullptr in the returned vector) std::vector<SgExpression*> get_C_array_dimensions(const SgArrayType& arrtype); /// \brief returns the array dimensions in an array as defined for arrtype /// \param arrtype the type of a C/C++ array /// \param varref a reference to an array variable (the variable of type arrtype) /// \return an array that contains an expression indicating each dimension's size. /// OWNERSHIP of the expressions is TRANSFERED TO the CALLER (which /// becomes responsible for freeing the expressions). /// If the first array dimension was not specified an expression /// that indicates that size is generated. /// \code /// int x[][3] = { 1, 2, 3, 4, 5, 6 }; /// \endcode /// the entry for the first dimension will be: /// \code /// // 3 ... size of 2nd dimension /// sizeof(x) / (sizeof(int) * 3) /// \endcode /// \pre arrtype is the array-type of varref /// \post return-value.empty() == false /// \post return-value[*] != NULL (no nullptr in the returned vector) /// \post !isSgNullExpression(return-value[*]) std::vector<SgExpression*> get_C_array_dimensions(const SgArrayType& arrtype, const SgVarRefExp& varref); /// \overload /// \note see get_C_array_dimensions for SgVarRefExp for details. /// \todo make initname const std::vector<SgExpression*> get_C_array_dimensions(const SgArrayType& arrtype, SgInitializedName& initname); //! Check if an expression is an array access (SgPntrArrRefExp). If so, return its name expression and subscripts if requested. Users can use convertRefToInitializedName() to get the possible name. It does not check if the expression is a top level SgPntrArrRefExp. bool isArrayReference(SgExpression* ref, SgExpression** arrayNameExp=NULL, std::vector<SgExpression*>** subscripts=NULL); //! Has a UPC shared type of any kinds (shared-to-shared, private-to-shared, shared-to-private, shared scalar/array)? An optional parameter, mod_type_out, stores the first SgModifierType with UPC access information. /*! * Note: we classify private-to-shared as 'has shared' type for convenience here. It is indeed a private type in strict sense. AST graph for some examples: - shared scalar: SgModifierType -->base type - shared array: SgArrayType --> SgModiferType --> base type - shared to shared: SgModifierType --> SgPointerType --> SgModifierType ->SgTypeInt - shared to private: SgModifierType --> SgPointerType --> base type - private to shared: SgPointerType --> SgModifierType --> base type */ bool hasUpcSharedType(SgType* t, SgModifierType ** mod_type_out = NULL ); //! Check if a type is a UPC shared type, including shared array, shared pointers etc. Exclude private pointers to shared types. Optionally return the modifier type with the UPC shared property. /*! * ROSE uses SgArrayType of SgModifierType to represent shared arrays, not SgModifierType points to SgArrayType. Also typedef may cause a chain of nodes before reach the actual SgModifierType with UPC shared property. */ bool isUpcSharedType(SgType* t, SgModifierType ** mod_type_out = NULL); //! Check if a modifier type is a UPC shared type. bool isUpcSharedModifierType (SgModifierType* mod_type); //! Check if an array type is a UPC shared type. ROSE AST represents a UPC shared array as regular array of elements of UPC shared Modifier Type. Not directly a UPC shared Modifier Type of an array. bool isUpcSharedArrayType (SgArrayType* array_type); //! Check if a shared UPC type is strict memory consistency or not. Return false if it is relaxed. (So isUpcRelaxedSharedModifierType() is not necessary.) bool isUpcStrictSharedModifierType(SgModifierType* mode_type); //! Get the block size of a UPC shared modifier type size_t getUpcSharedBlockSize(SgModifierType* mod_type); //! Get the block size of a UPC shared type, including Modifier types and array of modifier types (shared arrays) size_t getUpcSharedBlockSize(SgType* t); //! Is UPC phase-less shared type? Phase-less means block size of the first SgModifierType with UPC information is 1 or 0/unspecified. Also return false if the type is not a UPC shared type. bool isUpcPhaseLessSharedType (SgType* t); //! Is a UPC private-to-shared pointer? SgPointerType comes first compared to SgModifierType with UPC information. Input type must be any of UPC shared types first. bool isUpcPrivateToSharedType(SgType* t); //! Is a UPC array with dimension of X*THREADS bool isUpcArrayWithThreads(SgArrayType* t); //! Lookup a named type based on its name, bottomup searching from a specified scope. Note name collison might be allowed for c (not C++) between typedef and enum/struct. Only the first matched named type will be returned in this case. typedef is returned as it is, not the base type it actually refers to. SgType* lookupNamedTypeInParentScopes(const std::string& type_name, SgScopeStatement* scope=NULL); //@} //------------------------------------------------------------------------ //@{ /*! @name Loop handling \brief */ // by Jeremiah //! Add a step statement to the end of a loop body //! Add a new label to the end of the loop, with the step statement after //! it; then change all continue statements in the old loop body into //! jumps to the label //! //! For example: //! while (a < 5) {if (a < -3) continue;} (adding "a++" to end) becomes //! while (a < 5) {if (a < -3) goto label; label: a++;} void addStepToLoopBody(SgScopeStatement* loopStmt, SgStatement* step); void moveForStatementIncrementIntoBody(SgForStatement* f); void convertForToWhile(SgForStatement* f); void convertAllForsToWhiles(SgNode* top); //! Change continue statements in a given block of code to gotos to a label void changeContinuesToGotos(SgStatement* stmt, SgLabelStatement* label); //!Return the loop index variable for a for loop SgInitializedName* getLoopIndexVariable(SgNode* loop); //!Check if a SgInitializedName is used as a loop index within a AST subtree //! This function will use a bottom-up traverse starting from the subtree_root to find all enclosing loops and check if ivar is used as an index for either of them. bool isLoopIndexVariable(SgInitializedName* ivar, SgNode* subtree_root); //! Routines to get and set the body of a loop SgStatement* getLoopBody(SgScopeStatement* loop); void setLoopBody(SgScopeStatement* loop, SgStatement* body); //! Routines to get the condition of a loop. It recognize While-loop, For-loop, and Do-While-loop SgStatement* getLoopCondition(SgScopeStatement* loop); //! Set the condition statement of a loop, including While-loop, For-loop, and Do-While-loop. void setLoopCondition(SgScopeStatement* loop, SgStatement* cond); //! Check if a for-loop has a canonical form, return loop index, bounds, step, and body if requested //! //! A canonical form is defined as : one initialization statement, a test expression, and an increment expression , loop index variable should be of an integer type. IsInclusiveUpperBound is true when <= or >= is used for loop condition bool isCanonicalForLoop(SgNode* loop, SgInitializedName** ivar=NULL, SgExpression** lb=NULL, SgExpression** ub=NULL, SgExpression** step=NULL, SgStatement** body=NULL, bool *hasIncrementalIterationSpace = NULL, bool* isInclusiveUpperBound = NULL); //! Check if a Fortran Do loop has a complete canonical form: Do I=1, 10, 1 bool isCanonicalDoLoop(SgFortranDo* loop,SgInitializedName** ivar/*=NULL*/, SgExpression** lb/*=NULL*/, SgExpression** ub/*=NULL*/, SgExpression** step/*=NULL*/, SgStatement** body/*=NULL*/, bool *hasIncrementalIterationSpace/*= NULL*/, bool* isInclusiveUpperBound/*=NULL*/); //! Set the lower bound of a loop header for (i=lb; ...) void setLoopLowerBound(SgNode* loop, SgExpression* lb); //! Set the upper bound of a loop header,regardless the condition expression type. for (i=lb; i op up, ...) void setLoopUpperBound(SgNode* loop, SgExpression* ub); //! Set the stride(step) of a loop 's incremental expression, regardless the expression types (i+=s; i= i+s, etc) void setLoopStride(SgNode* loop, SgExpression* stride); //! Normalize loop init stmt by promoting the single variable declaration statement outside of the for loop header's init statement, e.g. for (int i=0;) becomes int i_x; for (i_x=0;..) and rewrite the loop with the new index variable, if necessary bool normalizeForLoopInitDeclaration(SgForStatement* loop); //! Normalize a for loop, return true if successful //! //! Translations are : //! For the init statement: for (int i=0;... ) becomes int i; for (i=0;..) //! For test expression: //! i<x is normalized to i<= (x-1) and //! i>x is normalized to i>= (x+1) //! For increment expression: //! i++ is normalized to i+=1 and //! i-- is normalized to i+=-1 //! i-=s is normalized to i+= -s bool forLoopNormalization(SgForStatement* loop); //!Normalize a Fortran Do loop. Make the default increment expression (1) explicit bool doLoopNormalization(SgFortranDo* loop); //! Unroll a target loop with a specified unrolling factor. It handles steps larger than 1 and adds a fringe loop if the iteration count is not evenly divisible by the unrolling factor. bool loopUnrolling(SgForStatement* loop, size_t unrolling_factor); //! Interchange/permutate a n-level perfectly-nested loop rooted at 'loop' using a lexicographical order number within (0,depth!). bool loopInterchange(SgForStatement* loop, size_t depth, size_t lexicoOrder); //! Tile the n-level (starting from 1) loop of a perfectly nested loop nest using tiling size s bool loopTiling(SgForStatement* loopNest, size_t targetLevel, size_t tileSize); //@} //------------------------------------------------------------------------ //@{ /*! @name Topdown search \brief Top-down traversal from current node to find a node of a specified type */ //! Query a subtree to get all nodes of a given type, with an appropriate downcast. template <typename NodeType> std::vector<NodeType*> querySubTree(SgNode* top, VariantT variant = (VariantT)NodeType::static_variant) { Rose_STL_Container<SgNode*> nodes = NodeQuery::querySubTree(top,variant); std::vector<NodeType*> result(nodes.size(), NULL); int count = 0; for (Rose_STL_Container<SgNode*>::const_iterator i = nodes.begin(); i != nodes.end(); ++i, ++count) { NodeType* node = dynamic_cast<NodeType*>(*i); ROSE_ASSERT (node); result[count] = node; } return result; } /*! \brief Returns STL vector of SgFile IR node pointers. Demonstrates use of restricted traversal over just SgFile IR nodes. */ std::vector < SgFile * >generateFileList (); //! Get the current SgProject IR Node SgProject * getProject(); //! Query memory pools to grab SgNode of a specified type template <typename NodeType> static std::vector<NodeType*> getSgNodeListFromMemoryPool() { // This function uses a memory pool traversal specific to the SgFile IR nodes class MyTraversal : public ROSE_VisitTraversal { public: std::vector<NodeType*> resultlist; void visit ( SgNode* node) { NodeType* result = dynamic_cast<NodeType* > (node); ROSE_ASSERT(result!= NULL); if (result!= NULL) { resultlist.push_back(result); } }; virtual ~MyTraversal() {} }; MyTraversal my_traversal; NodeType::visitRepresentativeNode(my_traversal); return my_traversal.resultlist; } /*! \brief top-down traversal from current node to find the main() function declaration */ SgFunctionDeclaration* findMain(SgNode* currentNode); //! Find the last declaration statement within a scope (if any). This is often useful to decide where to insert another declaration statement SgStatement* findLastDeclarationStatement(SgScopeStatement * scope); //midend/programTransformation/partialRedundancyElimination/pre.h //! Find referenced symbols within an expression std::vector<SgVariableSymbol*> getSymbolsUsedInExpression(SgExpression* expr); //! Find break statements inside a particular statement, stopping at nested loops or switches /*! loops or switch statements defines their own contexts for break statements. The function will stop immediately if run on a loop or switch statement. If fortranLabel is non-empty, breaks (EXITs) to that label within nested loops are included in the returned list. */ std::vector<SgBreakStmt*> findBreakStmts(SgStatement* code, const std::string& fortranLabel = ""); //! Find all continue statements inside a particular statement, stopping at nested loops /*! Nested loops define their own contexts for continue statements. The function will stop immediately if run on a loop statement. If fortranLabel is non-empty, continues (CYCLEs) to that label within nested loops are included in the returned list. */ std::vector<SgContinueStmt*> findContinueStmts(SgStatement* code, const std::string& fortranLabel = ""); std::vector<SgGotoStatement*> findGotoStmts(SgStatement* scope, SgLabelStatement* l); std::vector<SgStatement*> getSwitchCases(SgSwitchStatement* sw); //! Topdown traverse a subtree from root to find the first declaration given its name, scope (optional, can be NULL), and defining or nondefining flag. template <typename T> T* findDeclarationStatement(SgNode* root, std::string name, SgScopeStatement* scope, bool isDefining) { if (!root) return 0; T* decl = dynamic_cast<T*>(root); if (decl!=NULL) { if (scope) { if ((decl->get_scope() == scope)&& (decl->search_for_symbol_from_symbol_table()->get_name()==name)) return decl; } else // Liao 2/9/2010. We should allow NULL scope { if(decl->search_for_symbol_from_symbol_table()->get_name()==name) return decl; } } std::vector<SgNode*> children = root->get_traversalSuccessorContainer(); for (std::vector<SgNode*>::const_iterator i = children.begin(); i != children.end(); ++i) { T* target= findDeclarationStatement<T> (*i,name, scope, isDefining); if (target) return target; } return 0; } //! Topdown traverse a subtree from root to find the first function declaration matching the given name, scope (optional, can be NULL), and defining or nondefining flag. This is an instantiation of findDeclarationStatement<T>. SgFunctionDeclaration* findFunctionDeclaration(SgNode* root, std::string name, SgScopeStatement* scope, bool isDefining); #if 0 //TODO // 1. preorder traversal from current SgNode till find next SgNode of type V_SgXXX // until reach the end node SgNode* getNextSgNode( const SgNode* astSourceNode, VariantT=V_SgNode, SgNode* astEndNode=NULL); // 2. return all nodes of type VariantT following the source node std::vector<SgNode*> getAllNextSgNode( const SgNode* astSourceNode, VariantT=V_SgNode, SgNode* astEndNode=NULL); #endif //@} //------------------------------------------------------------------------ //@{ /*! @name Bottom up search \brief Backwards traverse through the AST to find a node, findEnclosingXXX() */ // remember to put const to all arguments. /** Find a node by type using upward traversal. * * Traverse backward through a specified node's ancestors, starting with the node's parent and progressing to more distant * ancestors, to find the first node matching the specified or derived type. If @p includingSelf is true then the * starting node, @p astNode, is returned if its type matches, otherwise the search starts at the parent of @p astNode. * * If no ancestor of the requisite type of subtypes is found then this function returns a null pointer. * * If @p astNode is the null pointer, then the return value is a null pointer. That is, if there is no node, then there cannot * be an enclosing node of the specified type. */ template <typename NodeType> NodeType* getEnclosingNode(const SgNode* astNode, const bool includingSelf=false) { if (NULL==astNode) return NULL; if ((includingSelf)&&(dynamic_cast<const NodeType*>(astNode))) return const_cast<NodeType*>(dynamic_cast<const NodeType*> (astNode)); SgNode* parent = astNode->get_parent(); while ((parent!=NULL)&&(!dynamic_cast<const NodeType*>(parent))) parent = parent->get_parent(); return const_cast<NodeType*>(dynamic_cast<const NodeType*> (parent)); } //! Get the closest scope from astNode. Return astNode if it is already a scope. SgScopeStatement* getScope(const SgNode* astNode); //! Traverse back through a node's parents to find the enclosing global scope SgGlobal* getGlobalScope( const SgNode* astNode); //! Find the function definition SgFunctionDefinition* getEnclosingProcedure(SgNode* n, const bool includingSelf=false); SgFunctionDefinition* getEnclosingFunctionDefinition(SgNode* astNode, const bool includingSelf=false); //! Find the closest enclosing statement, including the given node SgStatement* getEnclosingStatement(SgNode* n); //! Find the closest switch outside a given statement (normally used for case and default statements) SgSwitchStatement* findEnclosingSwitch(SgStatement* s); //! Find the closest loop outside the given statement; if fortranLabel is not empty, the Fortran label of the loop must be equal to it SgScopeStatement* findEnclosingLoop(SgStatement* s, const std::string& fortranLabel = "", bool stopOnSwitches = false); //! Find the enclosing function declaration, including its derived instances like isSgProcedureHeaderStatement, isSgProgramHeaderStatement, and isSgMemberFunctionDeclaration. SgFunctionDeclaration * getEnclosingFunctionDeclaration (SgNode * astNode, const bool includingSelf=false); //roseSupport/utility_functions.h //! get the SgFile node from current node SgFile* getEnclosingFileNode (SgNode* astNode ); //! Get the initializer containing an expression if it is within an initializer. SgInitializer* getInitializerOfExpression(SgExpression* n); //! Get the closest class definition enclosing the specified AST node, SgClassDefinition* getEnclosingClassDefinition(SgNode* astnode, const bool includingSelf=false); // TODO #if 0 SgNode * getEnclosingSgNode(SgNode* source,VariantT, SgNode* endNode=NULL); std::vector<SgNode *> getAllEnclosingSgNode(SgNode* source,VariantT, SgNode* endNode=NULL); SgVariableDeclaration* findVariableDeclaratin( const string& varname) SgClassDeclaration* getEnclosingClassDeclaration( const SgNode* astNode); // e.g. for some expression, find its parent statement SgStatement* getEnclosingStatement(const SgNode* astNode); SgSwitchStatement* getEnclosingSwitch(SgStatement* s); SgModuleStatement* getEnclosingModuleStatement( const SgNode* astNode); // used to build a variable reference for compiler generated code in current scope SgSymbol * findReachingDefinition (SgScopeStatement* startScope, SgName &name); #endif //@} //------------------------------------------------------------------------ //@{ /*! @name AST Walk and Traversal \brief */ // Liao, 1/9/2008 /*! \brief return the first global scope under current project */ SgGlobal * getFirstGlobalScope(SgProject *project); /*! \brief get the last statement within a scope, return NULL if it does not exit */ SgStatement* getLastStatement(SgScopeStatement *scope); //! Get the first statement within a scope, return NULL if it does not exist. Skip compiler-generated statement by default. Count transformation-generated ones, but excluding those which are not to be outputted in unparsers. SgStatement* getFirstStatement(SgScopeStatement *scope,bool includingCompilerGenerated=false); //!Find the first defining function declaration statement in a scope SgFunctionDeclaration* findFirstDefiningFunctionDecl(SgScopeStatement* scope); //! Get next statement within the same scope of current statement SgStatement* getNextStatement(SgStatement * currentStmt); //! Get previous statement within the same scope of current statement SgStatement* getPreviousStatement(SgStatement * currentStmt); #if 0 //TODO // preorder traversal from current SgNode till find next SgNode of type V_SgXXX SgNode* getNextSgNode( const SgNode* currentNode, VariantT=V_SgNode); #endif //@} //------------------------------------------------------------------------ //@{ /*! @name AST Comparison \brief Compare AST nodes, subtree, etc */ //! Check if a SgIntVal node has a given value bool isEqualToIntConst(SgExpression* e, int value); //! Check if two function declarations refer to the same one. Two function declarations are the same when they are a) identical, b) same name in C c) same qualified named and mangled name in C++. A nondefining (prototype) declaration and a defining declaration of a same function are treated as the same. /*! * There is a similar function bool compareFunctionDeclarations(SgFunctionDeclaration *f1, SgFunctionDeclaration *f2) from Classhierarchy.C */ bool isSameFunction(SgFunctionDeclaration* func1, SgFunctionDeclaration* func2); //! Check if a statement is the last statement within its closed scope bool isLastStatement(SgStatement* stmt); //@} //------------------------------------------------------------------------ //@{ /*! @name AST insert, removal, and replacement \brief Add, remove,and replace AST scope->append_statement(), exprListExp->append_expression() etc. are not enough to handle side effect of parent pointers, symbol tables, preprocessing info, defining/nondefining pointers etc. */ // DQ (2/24/2009): Simple function to delete an AST subtree (used in outlining). //! Function to delete AST subtree's nodes only, users must take care of any dangling pointers, symbols or types that result. void deleteAST(SgNode* node); //! Special purpose function for deleting AST expression tress containing valid original expression trees in constant folded expressions (for internal use only). void deleteExpressionTreeWithOriginalExpressionSubtrees(SgNode* root); // DQ (2/25/2009): Added new function to support outliner. //! Move statements in first block to the second block (preserves order and rebuilds the symbol table). void moveStatementsBetweenBlocks ( SgBasicBlock* sourceBlock, SgBasicBlock* targetBlock ); //! Append a statement to the end of the current scope, handle side effect of appending statements, e.g. preprocessing info, defining/nondefining pointers etc. void appendStatement(SgStatement *stmt, SgScopeStatement* scope=NULL); //! Append a list of statements to the end of the current scope, handle side effect of appending statements, e.g. preprocessing info, defining/nondefining pointers etc. void appendStatementList(const std::vector<SgStatement*>& stmt, SgScopeStatement* scope=NULL); // DQ (2/6/2009): Added function to support outlining into separate file. //! Append a copy ('decl') of a function ('original_statement') into a 'scope', include any referenced declarations required if the scope is within a compiler generated file. All referenced declarations, including those from headers, are inserted if excludeHeaderFiles is set to true (the new file will not have any headers). void appendStatementWithDependentDeclaration( SgDeclarationStatement* decl, SgGlobal* scope, SgStatement* original_statement, bool excludeHeaderFiles ); //! Prepend a statement to the beginning of the current scope, handling side //! effects as appropriate void prependStatement(SgStatement *stmt, SgScopeStatement* scope=NULL); //! prepend a list of statements to the beginning of the current scope, //! handling side effects as appropriate void prependStatementList(const std::vector<SgStatement*>& stmt, SgScopeStatement* scope=NULL); //! Check if a scope statement has a simple children statement list //! so insert additional statements under the scope is straightforward and unambiguous . //! for example, SgBasicBlock has a simple statement list while IfStmt does not. bool hasSimpleChildrenList (SgScopeStatement* scope); //! Insert a statement before or after the target statement within the target's scope. Move around preprocessing info automatically void insertStatement(SgStatement *targetStmt, SgStatement* newStmt, bool insertBefore= true, bool autoMovePreprocessingInfo = true); //! Insert a list of statements before or after the target statement within the //target's scope void insertStatementList(SgStatement *targetStmt, const std::vector<SgStatement*>& newStmts, bool insertBefore= true); //! Insert a statement before a target statement void insertStatementBefore(SgStatement *targetStmt, SgStatement* newStmt, bool autoMovePreprocessingInfo = true); //! Insert a list of statements before a target statement void insertStatementListBefore(SgStatement *targetStmt, const std::vector<SgStatement*>& newStmts); //! Insert a statement after a target statement, Move around preprocessing info automatically by default void insertStatementAfter(SgStatement *targetStmt, SgStatement* newStmt, bool autoMovePreprocessingInfo = true); //! Insert a list of statements after a target statement void insertStatementListAfter(SgStatement *targetStmt, const std::vector<SgStatement*>& newStmt); //! Insert a statement after the last declaration within a scope. The statement will be prepended to the scope if there is no declaration statement found void insertStatementAfterLastDeclaration(SgStatement* stmt, SgScopeStatement* scope); //! Insert a list of statements after the last declaration within a scope. The statement will be prepended to the scope if there is no declaration statement found void insertStatementAfterLastDeclaration(std::vector<SgStatement*> stmt_list, SgScopeStatement* scope); //! Remove a statement from its attach point of the AST. Automatically keep its associated preprocessing information at the original place after the removal. The statement is still in memory and it is up to the users to decide if the removed one will be inserted somewhere else or released from memory (deleteAST()). void removeStatement(SgStatement* stmt, bool autoRelocatePreprocessingInfo = true); //! Deep delete a sub AST tree. It uses postorder traversal to delete each child node. Users must take care of any dangling pointers, symbols or types that result. This is identical to deleteAST() void deepDelete(SgNode* root); //! Replace a statement with another. Move preprocessing information from oldStmt to newStmt if requested. void replaceStatement(SgStatement* oldStmt, SgStatement* newStmt, bool movePreprocessinInfo = false); //! Replace an anchor node with a specified pattern subtree with optional SgVariantExpression. All SgVariantExpression in the pattern will be replaced with copies of the anchor node. SgNode* replaceWithPattern (SgNode * anchor, SgNode* new_pattern); /** Given an expression, generates a temporary variable whose initializer optionally evaluates * that expression. Then, the var reference expression returned can be used instead of the original * expression. The temporary variable created can be reassigned to the expression by the returned SgAssignOp; * this can be used when the expression the variable represents needs to be evaluated. NOTE: This handles * reference types correctly by using pointer types for the temporary. * @param expression Expression which will be replaced by a variable * @param scope scope in which the temporary variable will be generated * @param reEvaluate an assignment op to reevaluate the expression. Leave NULL if not needed * @return declaration of the temporary variable, and a a variable reference expression to use instead of * the original expression. */ std::pair<SgVariableDeclaration*, SgExpression* > createTempVariableForExpression(SgExpression* expression, SgScopeStatement* scope, bool initializeInDeclaration, SgAssignOp** reEvaluate = NULL); //! Append an argument to SgFunctionParameterList, transparently set parent,scope, and symbols for arguments when possible /*! We recommend to build SgFunctionParameterList before building a function declaration However, it is still allowed to append new arguments for existing function declarations. \todo function type , function symbol also need attention. */ SgVariableSymbol* appendArg(SgFunctionParameterList *, SgInitializedName*); //!Prepend an argument to SgFunctionParameterList SgVariableSymbol* prependArg(SgFunctionParameterList *, SgInitializedName*); //! Append an expression to a SgExprListExp, set the parent pointer also void appendExpression(SgExprListExp *, SgExpression*); //! Append an expression list to a SgExprListExp, set the parent pointers also void appendExpressionList(SgExprListExp *, const std::vector<SgExpression*>&); //! Set parameter list for a function declaration, considering existing parameter list etc. void setParameterList(SgFunctionDeclaration *func,SgFunctionParameterList *paralist); //! Set a pragma of a pragma declaration. handle memory release for preexisting pragma, and set parent pointer. void setPragma(SgPragmaDeclaration* decl, SgPragma *pragma); //! Replace an expression with another, used for variable reference substitution and others. the old expression can be deleted (default case) or kept. void replaceExpression(SgExpression* oldExp, SgExpression* newExp, bool keepOldExp=false); //! Replace a given expression with a list of statements produced by a generator void replaceExpressionWithStatement(SgExpression* from, SageInterface::StatementGenerator* to); //! Similar to replaceExpressionWithStatement, but with more restrictions. //! Assumptions: from is not within the test of a loop or ifStmt, not currently traversing from or the statement it is in void replaceSubexpressionWithStatement(SgExpression* from, SageInterface::StatementGenerator* to); //! Set operands for expressions with single operand, such as unary expressions. handle file info, lvalue, pointer downcasting, parent pointer etc. void setOperand(SgExpression* target, SgExpression* operand); //!set left hand operand for binary expressions, transparently downcasting target expressions when necessary void setLhsOperand(SgExpression* target, SgExpression* lhs); //!set left hand operand for binary expression void setRhsOperand(SgExpression* target, SgExpression* rhs); //! Set original expression trees to NULL for SgValueExp or SgCastExp expressions, so you can change the value and have it unparsed correctly. void removeAllOriginalExpressionTrees(SgNode* top); // DQ (1/25/2010): Added support for directories //! Move file to be generated in a subdirectory (will be generated by the unparser). void moveToSubdirectory ( std::string directoryName, SgFile* file ); //! Supporting function to comment relocation in insertStatement() and removeStatement(). SgStatement* findSurroundingStatementFromSameFile(SgStatement* targetStmt, bool & surroundingStatementPreceedsTargetStatement); //! Relocate comments and CPP directives from one statement to another. void moveCommentsToNewStatement(SgStatement* sourceStatement, const std::vector<int> & indexList, SgStatement* targetStatement, bool surroundingStatementPreceedsTargetStatement); //@} //------------------------------------------------------------------------ //@{ /*! @name AST repair, fix, and postprocessing. \brief Mostly used internally when some AST pieces are built without knowing their target scope/parent, especially during bottom-up construction of AST. The associated symbols, parent and scope pointers cannot be set on construction then. A set of utility functions are provided to patch up scope, parent, symbol for them when the target scope/parent become know. */ //! Connect variable reference to the right variable symbols when feasible, return the number of references being fixed. /*! In AST translation, it is possible to build a variable reference before the variable is being declared. buildVarRefExp() will use fake initialized name and symbol as placeholders to get the work done. Users should call fixVariableReference() when AST is complete and all variable declarations are in place. */ int fixVariableReferences(SgNode* root); //!Patch up symbol, scope, and parent information when a SgVariableDeclaration's scope is known. /*! It is possible to build a variable declaration without knowing its scope information during bottom-up construction of AST, though top-down construction is recommended in general. In this case, we have to patch up symbol table, scope and parent information when the scope is known. This function is usually used internally within appendStatment(), insertStatement(). */ void fixVariableDeclaration(SgVariableDeclaration* varDecl, SgScopeStatement* scope); //! Fix symbols, parent and scope pointers. Used internally within appendStatment(), insertStatement() etc when a struct declaration was built without knowing its target scope. void fixStructDeclaration(SgClassDeclaration* structDecl, SgScopeStatement* scope); //! Fix symbols, parent and scope pointers. Used internally within appendStatment(), insertStatement() etc when a class declaration was built without knowing its target scope. void fixClassDeclaration(SgClassDeclaration* classDecl, SgScopeStatement* scope); //! Fix symbols, parent and scope pointers. Used internally within appendStatment(), insertStatement() etc when a namespace declaration was built without knowing its target scope. void fixNamespaceDeclaration(SgNamespaceDeclarationStatement* structDecl, SgScopeStatement* scope); //! Fix symbol table for SgLabelStatement. Used Internally when the label is built without knowing its target scope. Both parameters cannot be NULL. void fixLabelStatement(SgLabelStatement* label_stmt, SgScopeStatement* scope); //! Set a numerical label for a Fortran statement. The statement should have a enclosing function definition already. SgLabelSymbol and SgLabelRefExp are created transparently as needed. void setFortranNumericLabel(SgStatement* stmt, int label_value); //! Suggest next usable (non-conflicting) numeric label value for a Fortran function definition scope int suggestNextNumericLabel(SgFunctionDefinition* func_def); //! A wrapper containing fixes (fixVariableDeclaration(),fixStructDeclaration(), fixLabelStatement(), etc) for all kinds statements. Should be used before attaching the statement into AST. void fixStatement(SgStatement* stmt, SgScopeStatement* scope); //@} //! Update defining and nondefining links due to a newly introduced function declaration. Should be used after inserting the function into a scope. /*! This function not only set the defining and nondefining links of the newly introduced * function declaration inside a scope, but also update other same function declarations' links * accordingly if there are any. * Assumption: The function has already inserted/appended/prepended into the scope before calling this function. */ void updateDefiningNondefiningLinks(SgFunctionDeclaration* func, SgScopeStatement* scope); //------------------------------------------------------------------------ //@{ /*! @name Advanced AST transformations, analyses, and optimizations \brief Some complex but commonly used AST transformations. */ //! Collect all read and write references within stmt, which can be a function, a scope statement, or a single statement. Note that a reference can be both read and written, like i++ bool collectReadWriteRefs(SgStatement* stmt, std::vector<SgNode*>& readRefs, std::vector<SgNode*>& writeRefs); //!Collect unique variables which are read or written within a statement. Note that a variable can be both read and written. The statement can be either of a function, a scope, or a single line statement. bool collectReadWriteVariables(SgStatement* stmt, std::set<SgInitializedName*>& readVars, std::set<SgInitializedName*>& writeVars); //!Collect read only variables within a statement. The statement can be either of a function, a scope, or a single line statement. void collectReadOnlyVariables(SgStatement* stmt, std::set<SgInitializedName*>& readOnlyVars); //!Collect read only variable symbols within a statement. The statement can be either of a function, a scope, or a single line statement. void collectReadOnlySymbols(SgStatement* stmt, std::set<SgVariableSymbol*>& readOnlySymbols); //! Check if a variable reference is used by its address: including &a expression and foo(a) when type2 foo(Type& parameter) in C++ bool isUseByAddressVariableRef(SgVarRefExp* ref); //! Collect variable references involving use by address: including &a expression and foo(a) when type2 foo(Type& parameter) in C++ void collectUseByAddressVariableRefs (const SgStatement* s, std::set<SgVarRefExp* >& varSetB); #ifndef ROSE_USE_INTERNAL_FRONTEND_DEVELOPMENT //!Call liveness analysis on an entire project LivenessAnalysis * call_liveness_analysis(SgProject* project, bool debug=false); //!get liveIn and liveOut variables for a for loop from liveness analysis result liv. void getLiveVariables(LivenessAnalysis * liv, SgForStatement* loop, std::set<SgInitializedName*>& liveIns, std::set<SgInitializedName*> & liveOuts); #endif //!Recognize and collect reduction variables and operations within a C/C++ loop, following OpenMP 3.0 specification for allowed reduction variable types and operation types. void ReductionRecognition(SgForStatement* loop, std::set< std::pair <SgInitializedName*, VariantT> > & results); //! Constant folding an AST subtree rooted at 'r' (replacing its children with their constant values, if applicable). Please be advised that constant folding on floating point computation may decrease the accuracy of floating point computations! /*! It is a wrapper function for ConstantFolding::constantFoldingOptimization(). Note that only r's children are replaced with their corresponding constant values, not the input SgNode r itself. You have to call this upon an expression's parent node if you want to fold the expression. */ void constantFolding(SgNode* r); //!Instrument(Add a statement, often a function call) into a function right before the return points, handle multiple return statements and return expressions with side effects. Return the number of statements inserted. /*! Useful when adding a runtime library call to terminate the runtime system right before the end of a program, especially for OpenMP and UPC runtime systems. Return with complex expressions with side effects are rewritten using an additional assignment statement. */ int instrumentEndOfFunction(SgFunctionDeclaration * func, SgStatement* s); //! Remove jumps whose label is immediately after the jump. Used to clean up inlined code fragments. void removeJumpsToNextStatement(SgNode*); //! Remove labels which are not targets of any goto statements void removeUnusedLabels(SgNode* top); //! Remove consecutive labels void removeConsecutiveLabels(SgNode* top); //! Replace an expression with a temporary variable and an assignment statement /*! Add a new temporary variable to contain the value of 'from' Change reference to 'from' to use this new variable Assumptions: 'from' is not within the test of a loop or 'if' not currently traversing 'from' or the statement it is in */ SgAssignInitializer* splitExpression(SgExpression* from, std::string newName = ""); //! Split long expressions into blocks of statements void splitExpressionIntoBasicBlock(SgExpression* expr); //! Remove labeled goto statements void removeLabeledGotos(SgNode* top); //! If the given statement contains any break statements in its body, add a new label below the statement and change the breaks into gotos to that new label. void changeBreakStatementsToGotos(SgStatement* loopOrSwitch); //! Check if the body of a 'for' statement is a SgBasicBlock, create one if not. SgBasicBlock* ensureBasicBlockAsBodyOfFor(SgForStatement* fs); //! Check if the body of a 'upc_forall' statement is a SgBasicBlock, create one if not. SgBasicBlock* ensureBasicBlockAsBodyOfUpcForAll(SgUpcForAllStatement* fs); //! Check if the body of a 'while' statement is a SgBasicBlock, create one if not. SgBasicBlock* ensureBasicBlockAsBodyOfWhile(SgWhileStmt* ws); //! Check if the body of a 'do .. while' statement is a SgBasicBlock, create one if not. SgBasicBlock* ensureBasicBlockAsBodyOfDoWhile(SgDoWhileStmt* ws); //! Check if the body of a 'switch' statement is a SgBasicBlock, create one if not. SgBasicBlock* ensureBasicBlockAsBodyOfSwitch(SgSwitchStatement* ws); //! Check if the true body of a 'if' statement is a SgBasicBlock, create one if not. SgBasicBlock* ensureBasicBlockAsTrueBodyOfIf(SgIfStmt* ifs); //! Check if the false body of a 'if' statement is a SgBasicBlock, create one if not. SgBasicBlock* ensureBasicBlockAsFalseBodyOfIf(SgIfStmt* ifs); //! Check if the body of a 'catch' statement is a SgBasicBlock, create one if not. SgBasicBlock* ensureBasicBlockAsBodyOfCatch(SgCatchOptionStmt* cos); //! Check if the body of a SgOmpBodyStatement is a SgBasicBlock, create one if not SgBasicBlock* ensureBasicBlockAsBodyOfOmpBodyStmt(SgOmpBodyStatement* ompbodyStmt); //! Check if a statement is a (true or false) body of a container-like parent, such as For, Upc_forall, Do-while, //! switch, If, Catch, OmpBodyStmt, etc bool isBodyStatement (SgStatement* s); //! Fix up ifs, loops, while, switch, Catch, OmpBodyStatement, etc. to have blocks as body components. It also adds an empty else body to if statements that don't have them. void changeAllBodiesToBlocks(SgNode* top); //! The same as changeAllBodiesToBlocks(SgNode* top). To be phased out. void changeAllLoopBodiesToBlocks(SgNode* top); //! Make a single statement body to be a basic block. Its parent is if, while, catch, or upc_forall etc. SgBasicBlock * makeSingleStatementBodyToBlock(SgStatement* singleStmt); #if 0 /** If s is the body of a loop, catch, or if statement and is already a basic block, * s is returned unmodified. Otherwise generate a SgBasicBlock between s and its parent * (a loop, catch, or if statement, etc). */ SgLocatedNode* ensureBasicBlockAsParent(SgStatement* s); #endif //! Get the constant value from a constant integer expression; abort on //! everything else. Note that signed long longs are converted to unsigned. unsigned long long getIntegerConstantValue(SgValueExp* expr); //! Get a statement's dependent declarations which declares the types used in the statement. The returned vector of declaration statements are sorted according to their appearance order in the original AST. Any reference to a class or template class from a namespace will treated as a reference to the enclosing namespace. std::vector<SgDeclarationStatement*> getDependentDeclarations (SgStatement* stmt ); //! Insert an expression (new_exp )before another expression (anchor_exp) has possible side effects, without changing the original semantics. This is achieved by using a comma operator: (new_exp, anchor_exp). The comma operator is returned. SgCommaOpExp *insertBeforeUsingCommaOp (SgExpression* new_exp, SgExpression* anchor_exp); //! Insert an expression (new_exp ) after another expression (anchor_exp) has possible side effects, without changing the original semantics. This is done by using two comma operators: type T1; ... ((T1 = anchor_exp, new_exp),T1) )... , where T1 is a temp variable saving the possible side effect of anchor_exp. The top level comma op exp is returned. The reference to T1 in T1 = anchor_exp is saved in temp_ref. SgCommaOpExp *insertAfterUsingCommaOp (SgExpression* new_exp, SgExpression* anchor_exp, SgStatement** temp_decl = NULL, SgVarRefExp** temp_ref = NULL); /// \brief moves the body of a function f to a new function f`; /// f's body is replaced with code that forwards the call to f`. /// \return a pair indicating the statement containing the call of f` /// and an initialized name refering to the temporary variable /// holding the result of f`. In case f returns void /// the initialized name is NULL. /// \param definingDeclaration the defining function declaration of f /// \param newName the name of function f` /// \details f's new body becomes { f`(...); } and { int res = f`(...); return res; } /// for functions returning void and a value, respectively. /// two function declarations are inserted in f's enclosing scope /// \code /// result_type f`(...); <--- (1) /// result_type f (...) { forward call to f` } /// result_type f`(...) { original code } <--- (2) /// \endcode /// Calls to f are not updated, thus in the transformed code all /// calls will continue calling f (this is also true for /// recursive function calls from within the body of f`). /// After the function has created the wrapper, /// definingDeclaration becomes the wrapper function /// The definition of f` is the next entry in the /// statement list; the forward declaration of f` is the previous /// entry in the statement list. /// \pre definingDeclaration must be a defining declaration of a /// free standing function. /// typeid(SgFunctionDeclaration) == typeid(definingDeclaration) /// i.e., this function is NOT implemented for class member functions, /// template functions, procedures, etc. std::pair<SgStatement*, SgInitializedName*> wrapFunction(SgFunctionDeclaration& definingDeclaration, SgName newName); /// \overload /// \tparam NameGen functor that generates a new name based on the old name. /// interface: SgName nameGen(const SgName&) /// \param nameGen name generator /// \brief see wrapFunction for details template <class NameGen> std::pair<SgStatement*, SgInitializedName*> wrapFunction(SgFunctionDeclaration& definingDeclaration, NameGen nameGen) { return wrapFunction(definingDeclaration, nameGen(definingDeclaration.get_name())); } /// \brief convenience function that returns the first initialized name in a /// list of variable declarations. SgInitializedName& getFirstVariable(SgVariableDeclaration& vardecl); //@} #if 0 //------------------------AST dump, stringify----------------------------- //------------------------------------------------------------------------ std::string buildOperatorString ( SgNode* astNode ); //transformationSupport.h // do we need these? std::string dump_node(const SgNode* astNode); std::string dump_tree(const SgNode* astNode); // or a friendly version of unparseToString(), as a memeber function std::string SgNode::toString(bool asSubTree=true); // dump node or subtree //----------------------------AST comparison------------------------------ //------------------------------------------------------------------------ // How to get generic functions for comparison? bool isNodeEqual(SgNode* node1, SgNode* node2); //? bool isTreeEqual(SgNode* tree1, SgNode* tree2); //! Are two expressions equal (using a deep comparison)? bool expressionTreeEqual(SgExpression*, SgExpression*); //! Are corresponding expressions in two lists equal (using a deep comparison)? bool expressionTreeEqualStar(const SgExpressionPtrList&, const SgExpressionPtrList&); //----------------------AST verfication/repair---------------------------- //------------------------------------------------------------------------ // sanity check of AST subtree, any suggestions? // TODO verifySgNode(SgNode* node, bool subTree=true); //src/midend/astDiagnostics/AstConsistencyTests.h // AstTests::runAllTests(SgProject * ) //src/midend/astUtil/astInterface/AstInterface.h.C //FixSgProject(SgProject &project) //FixSgTree(SgNode* r) //src/frontend/SageIII/astPostProcessing //AstPostProcessing(SgNode * node) //--------------------------AST modification------------------------------ //------------------------------------------------------------------------ // any operations changing AST tree, including // insert, copy, delete(remove), replace // insert before or after some point, argument list is consistent with LowLevelRewrite void insertAst(SgNode* targetPosition, SgNode* newNode, bool insertBefore=true); // previous examples //void myStatementInsert(SgStatement* target,...) // void AstInterfaceBase::InsertStmt(AstNodePtr const & orig, AstNodePtr const &n, bool insertbefore, bool extractfromBasicBlock) // copy // copy children of one basic block to another basic block //void appendStatementCopy (const SgBasicBlock* a, SgBasicBlock* b); void copyStatements (const SgBasicBlock* src, SgBasicBlock* dst); // delete (remove) a node or a whole subtree void removeSgNode(SgNode* targetNode); // need this? void removeSgNodeTree(SgNode* subtree); // need this? void removeStatement( SgStatement* targetStmt); //Move = delete + insert void moveAst (SgNode* src, SgNode* target); // need this? // similar to void moveStatements (SgBasicBlock* src, SgBasicBlock* target); // replace= delete old + insert new (via building or copying) // DQ (1/25/2010): This does not appear to exist as a definition anywhere in ROSE. // void replaceAst(SgNode* oldNode, SgNode* newNode); //void replaceChild(SgNode* parent, SgNode* from, SgNode* to); //bool AstInterface::ReplaceAst( const AstNodePtr& orig, const AstNodePtr& n) //--------------------------AST transformations--------------------------- //------------------------------------------------------------------------ // Advanced AST modifications through basic AST modifications // Might not be included in AST utitlity list, but listed here for the record. // extract statements/content from a scope void flattenBlocks(SgNode* n); //src/midend/astInlining/inlinerSupport.h void renameVariables(SgNode* n); void renameLabels(SgNode* n, SgFunctionDefinition* enclosingFunctionDefinition); void simpleCopyAndConstantPropagation(SgNode* top); void changeAllMembersToPublic(SgNode* n); void removeVariableDeclaration(SgInitializedName* initname); //! Convert something like "int a = foo();" into "int a; a = foo();" SgAssignOp* convertInitializerIntoAssignment(SgAssignInitializer* init); //! Rewrites a while or for loop so that the official test is changed to //! "true" and what had previously been the test is now an if-break //! combination (with an inverted condition) at the beginning of the loop //! body void pushTestIntoBody(LoopStatement* loopStmt); //programTransformation/finiteDifferencing/finiteDifferencing.h //! Move variables declared in a for statement to just outside that statement. void moveForDeclaredVariables(SgNode* root); //------------------------ Is/Has functions ------------------------------ //------------------------------------------------------------------------ // misc. boolean functions // some of them could moved to SgXXX class as a member function bool isOverloaded (SgFunctionDeclaration * functionDeclaration); bool isSwitchCond (const SgStatement* s); bool isIfCond (const SgStatement* s); bool isWhileCond (const SgStatement* s); bool isStdNamespace (const SgScopeStatement* scope); bool isTemplateInst (const SgDeclarationStatement* decl); bool isCtor (const SgFunctionDeclaration* func); bool isDtor (const SgFunctionDeclaration* func); // src/midend/astInlining/typeTraits.h bool hasTrivialDestructor(SgType* t); bool isNonconstReference(SgType* t); bool isReferenceType(SgType* t); // generic ones, or move to the SgXXX class as a member function bool isConst(SgNode* node); // const type, variable, function, etc. // .... and more bool isConstType (const SgType* type); bool isConstFunction (const SgFunctionDeclaration* decl); bool isMemberVariable(const SgInitializedName & var); //bool isMemberVariable(const SgNode& in); bool isPrototypeInScope (SgScopeStatement * scope, SgFunctionDeclaration * functionDeclaration, SgDeclarationStatement * startingAtDeclaration); bool MayRedefined(SgExpression* expr, SgNode* root); // bool isPotentiallyModified(SgExpression* expr, SgNode* root); // inlinderSupport.h bool hasAddressTaken(SgExpression* expr, SgNode* root); //src/midend/astInlining/inlinerSupport.C // can also classified as topdown search bool containsVariableReference(SgNode* root, SgInitializedName* var); bool isDeclarationOf(SgVariableDeclaration* decl, SgInitializedName* var); bool isPotentiallyModifiedDuringLifeOf(SgBasicBlock* sc, SgInitializedName* toCheck, SgInitializedName* lifetime) //src/midend/programTransformation/partialRedundancyElimination/pre.h bool anyOfListPotentiallyModifiedIn(const std::vector<SgVariableSymbol*>& syms, SgNode* n); //------------------------ loop handling --------------------------------- //------------------------------------------------------------------------ //get and set loop control expressions // 0: init expr, 1: condition expr, 2: stride expr SgExpression* getForLoopTripleValues(int valuetype,SgForStatement* forstmt ); int setForLoopTripleValues(int valuetype,SgForStatement* forstmt, SgExpression* exp); bool isLoopIndexVarRef(SgForStatement* forstmt, SgVarRefExp *varref); SgInitializedName * getLoopIndexVar(SgForStatement* forstmt); //------------------------expressions------------------------------------- //------------------------------------------------------------------------ //src/midend/programTransformation/partialRedundancyElimination/pre.h int countComputationsOfExpressionIn(SgExpression* expr, SgNode* root); //src/midend/astInlining/replaceExpressionWithStatement.h void replaceAssignmentStmtWithStatement(SgExprStatement* from, StatementGenerator* to); void replaceSubexpressionWithStatement(SgExpression* from, StatementGenerator* to); SgExpression* getRootOfExpression(SgExpression* n); //--------------------------preprocessing info. ------------------------- //------------------------------------------------------------------------ //! Removes all preprocessing information at a given position. void cutPreprocInfo (SgBasicBlock* b, PreprocessingInfo::RelativePositionType pos, AttachedPreprocessingInfoType& save_buf); //! Pastes preprocessing information at the front of a statement. void pastePreprocInfoFront (AttachedPreprocessingInfoType& save_buf, SgStatement* s); //! Pastes preprocessing information at the back of a statement. void pastePreprocInfoBack (AttachedPreprocessingInfoType& save_buf, SgStatement* s); /*! * \brief Moves 'before' preprocessing information. * Moves all preprocessing information attached 'before' the source * statement to the front of the destination statement. */ // a generic one for all /// void movePreprocessingInfo(src, dest, RelativePositionType); void moveBeforePreprocInfo (SgStatement* src, SgStatement* dest); void moveInsidePreprocInfo (SgBasicBlock* src, SgBasicBlock* dest); void moveAfterPreprocInfo (SgStatement* src, SgStatement* dest); //--------------------------------operator-------------------------------- //------------------------------------------------------------------------ from transformationSupport.h, not sure if they should be included here /* return enum code for SAGE operators */ operatorCodeType classifyOverloadedOperator(); // transformationSupport.h /*! \brief generates a source code string from operator name. This function returns a string representing the elementwise operator (for primative types) that would be match that associated with the overloaded operator for a user-defined abstractions (e.g. identifyOperator("operator+()") returns "+"). */ std::string stringifyOperator (std::string name); //--------------------------------macro ---------------------------------- //------------------------------------------------------------------------ std::string buildMacro ( std::string s ); //transformationSupport.h //--------------------------------access functions--------------------------- //----------------------------------get/set sth.----------------------------- // several categories: * get/set a direct child/grandchild node or fields * get/set a property flag value * get a descendent child node using preorder searching * get an ancestor node using bottomup/reverse searching // SgName or string? std::string getFunctionName (SgFunctionCallExp* functionCallExp); std::string getFunctionTypeName ( SgFunctionCallExp* functionCallExpression ); // do we need them anymore? or existing member functions are enought? // a generic one: std::string get_name (const SgNode* node); std::string get_name (const SgDeclarationStatement * declaration); // get/set some property: should moved to SgXXX as an inherent memeber function? // access modifier void setExtern (SgFunctionDeclartion*) void clearExtern() // similarly for other declarations and other properties void setExtern (SgVariableDeclaration*) void setPublic() void setPrivate() #endif }// end of namespace #endif
image.c
#include <stddef.h> #include <stdint.h> #include <stdlib.h> void neuralops_omp_image_crop( size_t in_width, size_t in_height, size_t chan, size_t crop_w, size_t crop_h, ptrdiff_t offset_x, ptrdiff_t offset_y, const float *in_pixels, float *out_pixels) { size_t p_limit = crop_w * crop_h * chan; #pragma omp parallel for for (size_t p = 0; p < p_limit; p++) { size_t u = p % crop_w; size_t v = (p / crop_w) % crop_h; size_t a = p / (crop_w * crop_h); ptrdiff_t x = offset_x + u; ptrdiff_t y = offset_y + v; if (x < 0 || x >= in_width || y < 0 || y >= in_height) { out_pixels[p] = 0.0f; } else { out_pixels[p] = in_pixels[x + in_width * (y + in_height * a)]; } } } void neuralops_omp_image_flip( size_t width, size_t height, size_t chan, const float *in_pixels, float *out_pixels) { size_t p_limit = width * height * chan; #pragma omp parallel for for (size_t p = 0; p < p_limit; p++) { size_t x = p % width; size_t y = (p / width) % height; size_t a = p / (width * height); out_pixels[p] = in_pixels[(width - x - 1) + width * (y + height * a)]; } }
MPRGPProjection.h
#ifndef _MPRGPPROJECTION_H_ #define _MPRGPPROJECTION_H_ #include <stdio.h> #include <vector> #include <eigen3/Eigen/Sparse> #include <eigen3/Eigen/Dense> #include <MPRGPUtility.h> #include <ActiveSetQP3D.h> using namespace Eigen; using namespace std; namespace MATH{ // PROJECTOIN ---------------------------------------------------------------- // support only lower bound constraints such that: x >= L. template <typename T> class LowerBoundProjector{ typedef Eigen::Matrix<T,-1,1> Vec; public: LowerBoundProjector(const Vec &L):_L(L){ _face.resize(_L.size()); _face.assign(_L.size(),char(0)); } const vector<char> &getFace()const{ return _face; } // return the largest step in direction -D. T stepLimit(const Vec&X,const Vec&D,const T alpha_cg=ScalarUtil<T>::scalar_max)const{ assert_eq(D.size(), X.size()); assert_eq(_L.size(), X.size()); T ret=ScalarUtil<T>::scalar_max; T tmp; // #pragma omp parallel private(tmp) { tmp=ScalarUtil<T>::scalar_max; // #pragma omp for for(size_t i=0;i<X.size();i++){ if(D[i] > ScalarUtil<T>::scalar_eps && X[i] > _L[i]) //handle rounding err tmp=std::min<T>(tmp,(X[i]-_L[i])/D[i]); } // OMP_CRITICAL_ ret=std::min<T>(ret,tmp); } return ret; } // project the point 'in' onto the feasible domain. void project(const Vec& in,Vec& out) const{ assert_eq(in.size(), _L.size()); out.resize(_L.size()); OMP_PARALLEL_FOR_ for(size_t i=0;i<in.size();i++) out[i]=std::max<T>(in[i],_L[i]); } void PHI(const Vec& in,Vec& out){ MASK_FACE(in,out,_face); } void BETA(const Vec& in,Vec& out, const Vec&phi){ assert_eq(in.size(), _face.size()); out.resize(in.size()); OMP_PARALLEL_FOR_ for(size_t i=0;i<in.rows();i++){ if( 0 == _face[i]) out[i]=0.0f; else out[i]=std::min<T>(in[i],0.0f); } } void DECIDE_FACE(const Vec& x){ assert_eq(x.size(), _L.size()); assert_eq(x.size(), _face.size()); const Vec& L = _L; _face.assign(x.size(),char(0)); OMP_PARALLEL_FOR_ for(size_t i=0;i<x.size();i++){ if(abs(x[i]-L[i]) < ScalarUtil<T>::scalar_eps) _face[i]=2; } } T PHITPHI(const Vec& x,const T&alphaBar,const Vec&phi){ assert_eq(x.size(), _L.size()); assert_eq(x.size(), phi.size()); const Vec &L = _L; T phiTphi=0.0f; // #pragma omp parallel for reduction(+:phiTphi) for(size_t i=0;i<x.rows();i++){ T phiTilde=0.0f; if(phi[i] > 0.0f && x[i] > L[i]) //handle rounding error phiTilde=std::min<T>((x[i]-L[i])/alphaBar,phi[i]); assert_ge(phiTilde*phi[i], 0.0f); phiTphi+=phiTilde*phi[i]; } return phiTphi; } bool isFeasible(const Vec &x)const{ OMP_PARALLEL_FOR_ for(size_t i=0; i < x.size();i++){ if( x[i] < _L[i]-ScalarUtil<T>::scalar_eps ) return false; } return true; } private: const Vec &_L; vector<char> _face; }; // support box boundary constraints such that: H >= x >= L. template <typename T> class BoxBoundProjector{ typedef Eigen::Matrix<T,-1,1> Vec; public: BoxBoundProjector(const Vec &L, const Vec &H):_L(L),_H(H){ assert_eq(L.size(), H.size()); _face.resize(_L.size()); _face.assign(_L.size(), char(0)); } const vector<char> &getFace()const{ return _face; } T stepLimit(const Vec& X,const Vec& D, const T alpha_cg=ScalarUtil<T>::scalar_max) const{ assert_eq(D.size(), X.size()); assert_eq(_L.size(), X.size()); assert_eq(_H.size(), X.size()); T ret=ScalarUtil<T>::scalar_max; T tmp; // #pragma omp parallel private(tmp) { tmp=ScalarUtil<T>::scalar_max; // #pragma omp for for(size_t i=0;i<X.size();i++) { if(D[i] > ScalarUtil<T>::scalar_eps && X[i] > _L[i]) //handle rounding err tmp=std::min<T>(tmp,(X[i]-_L[i])/D[i]); else if(D[i] < -ScalarUtil<T>::scalar_eps && X[i] < _H[i]) //handle rounding err tmp=std::min<T>(tmp,(X[i]-_H[i])/D[i]); } // OMP_CRITICAL_ ret=std::min<T>(ret,tmp); } return ret; } void project(const Vec& in,Vec& out) const{ assert_eq(in.size(), _L.size()); out.resize(_L.size()); OMP_PARALLEL_FOR_ for(size_t i=0;i<in.size();i++) out[i]=std::min<T>(std::max<T>(in[i],_L[i]),_H[i]); } void PHI(const Vec& in,Vec& out){ MASK_FACE(in,out,_face); } void BETA(const Vec& in,Vec& out, const Vec&phi){ assert_eq(in.size(), _face.size()); out.resize(in.size()); OMP_PARALLEL_FOR_ for(size_t i=0;i<in.rows();i++){ if(_face[i] == 0) out[i]=0.0f; else if(_face[i] == 1) out[i]=std::max<T>(in[i],0.0f); else out[i]=std::min<T>(in[i],0.0f); } } void DECIDE_FACE(const Vec& x){ assert_eq(x.size(), _L.size()); assert_eq(x.size(), _H.size()); assert_eq(x.size(), _face.size()); const Vec &L = _L; const Vec &H = _H; _face.assign(x.rows(),char(0)); OMP_PARALLEL_FOR_ for(size_t i=0;i<x.rows();i++) if(abs(x[i]-L[i]) < ScalarUtil<T>::scalar_eps) _face[i]=2; else if(abs(x[i]-H[i]) < ScalarUtil<T>::scalar_eps) _face[i]=1; } T PHITPHI(const Vec& x,const T&alphaBar,const Vec&phi){ assert_eq(x.size(), _L.size()); assert_eq(x.size(), _H.size()); assert_eq(x.size(), phi.size()); const Vec &L = _L; const Vec &H = _H; T phiTphi=0.0f; // #pragma omp parallel for reduction(+:phiTphi) for(size_t i=0;i<x.rows();i++){ T phiTilde=0.0f; if(phi[i] > 0.0f && x[i] > L[i]) //handle rounding error phiTilde=std::min<T>((x[i]-L[i])/alphaBar,phi[i]); else if(phi[i] < 0.0f && x[i] < H[i]) //handle rounding error phiTilde=std::max<T>((x[i]-H[i])/alphaBar,phi[i]); assert_ge(phiTilde*phi[i], 0.0f); phiTphi+=phiTilde*phi[i]; } return phiTphi; } bool isFeasible(const Vec &x)const{ OMP_PARALLEL_FOR_ for(size_t i=0; i < x.size();i++){ /// @bug lsw, not test if( x[i] < _L[i]-ScalarUtil<T>::scalar_eps ||x[i]>_H[i]+ScalarUtil<T>::scalar_eps) return false; } return true; } private: const Vec &_L; const Vec &_H; vector<char> _face; }; // support plane constraints: n.dot(x) + p >= 0, where n and x \in R^3. template <typename T> class PlaneProjector{ typedef Eigen::Matrix<T,-1,1> Vec; typedef Eigen::Matrix<T,4,1> Vec4X; typedef Eigen::Matrix<T,3,1> Vec3X; typedef vector<Vec4X,Eigen::aligned_allocator<Vec4X> > VVec4X; typedef vector<VVec4X > VVVec4X; public: PlaneProjector(const VVVec4X &planes_for_each_node, const Vec &feasible_x): _planes(planes_for_each_node), feasible_x(feasible_x){ assert_eq(_planes.size()*3, feasible_x.size()); updateConstraints(); assert_ext(isFeasible(feasible_x),"x = "<<feasible_x.transpose()); } void updateConstraints(){ const size_t x_size = _planes.size()*3; _face.resize(x_size); _face.assign(x_size,char(0)); _face_indices.resize(x_size/3); for (int i = 0; i < _face_indices.size(); ++i){ _face_indices[i].clear(); _face_indices[i].reserve(3); } } const vector<char> &getFace()const{ return _face; } const VVVec4X &getPlanes()const{ return _planes; } const vector<vector<int> > &getFaceIndex()const{ return _face_indices; } // return the largest step in direction -D. T stepLimit(const Vec&X,const Vec&D,const T alpha_cg=ScalarUtil<T>::scalar_max)const{ const size_t num_points = _face_indices.size(); assert_eq(D.size(),num_points*3); assert_eq(D.size(), X.size()); assert_ext(isFeasible(X), "alpha_cg: "<<alpha_cg); T alpha = (alpha_cg == ScalarUtil<T>::scalar_max ? alpha_cg: (alpha_cg+ScalarUtil<T>::scalar_eps)); assert_gt(alpha, 0.0); for (size_t i = 0; i < num_points; ++i){ const Vec3X di = D.template segment<3>(i*3); const Vec3X xi = X.template segment<3>(i*3); const VVec4X &p = _planes[i]; for (size_t j = 0; j < p.size(); ++j){ alpha = stepLimit(p[j], di, xi, alpha, alpha_cg); } } assert_ge(alpha, 0.0f); assert_ext(isFeasible(X-alpha*D), "alpha: "<<alpha<<", alpha_cg: "<<alpha_cg); return alpha; } void project(const Vec& in,Vec& out) const{ assert_eq(in.size(),_face_indices.size()*3); assert_ge(in.size(),3); out.resize( in.size() ); Vec3X v = in.template segment<3>(0); Vector3i aSet; for (int i = 0; i < in.size(); i += 3){ aSet.setConstant(-1); findFeasible(_planes[i/3], feasible_x, i/3, v); bool found = findClosestPoint( _planes[i/3], in.template segment<3>(i), v, aSet ); assert(found); out.template segment<3>(i) = v; } assert_ext(isFeasible(out),"x="<<in.transpose()<<"\nproject(x)="<<out.transpose()); } void PHI(const Vec& in,Vec& out){ assert_eq(in.size(),_face_indices.size()*3); out = in; Vec3X temp; temp.setZero(); for (int i = 0; i < in.size(); i += 3){ assert_eq(_face[i], _face_indices[i/3].size()); if (2 == _face[i]){ const int f0 = _face_indices[i/3][0]; const int f1 = _face_indices[i/3][1]; assert_ne(f0,f1); const Vec3X n0 = _planes[i/3][f0].template segment<3>(0); const Vec3X n1 = _planes[i/3][f1].template segment<3>(0); const Vec3X n = n0.cross(n1); out.template segment<3>(i) = in.template segment<3>(i).dot(n)*n; }else if (1 == _face[i]){ const Vec4X &p = _planes[i/3][_face_indices[i/3][0]]; projectToPlane(p, in.template segment<3>(i), temp); out.template segment<3>(i) = temp; } if (3 <= _face[i] || out.template segment<3>(i).dot(in.template segment<3>(i)) < 0 ){ // blocked or rounding error: gradient is almost perpendicular to the plane. out.template segment<3>(i).setZero(); } } assert_eq(in,in); assert_eq(out,out); } void BETA(const Vec& in, Vec& out, const Vec&phi){ assert_eq(in.size(),_face_indices.size()*3); out.resize(in.size()); out.setZero(); Vec3X temp; for (int i = 0; i < in.size(); i += 3){ assert_eq(_face[i], _face_indices[i/3].size()); if (1 == _face[i]){ const Vec3X n = _planes[i/3][_face_indices[i/3][0]].template segment<3>(0); const T t = in.template segment<3>(i).dot(n); if (t < 0) out.template segment<3>(i) = t*n; }else if (_face[i]>=2){ const bool found = findClosestPoint( _planes[i/3], _face_indices[i/3], in.template segment<3>(i), phi.template segment<3>(i), temp ); assert(found); out.template segment<3>(i) = temp; } } assert_eq(phi,phi); } void DECIDE_FACE(const Vec& x){ const size_t num_points = _face_indices.size(); assert_eq(x.size(),num_points*3); assert_eq(x,x); for (int i = 0; i < num_points; i++ ){ _face_indices[i].clear(); Vec3X xi = x.template segment<3>(i*3); for (int f = 0; f < _planes[i].size(); ++f){ const T d = dist(_planes[i][f],xi); if ( fabs(d) < ScalarUtil<T>::scalar_eps ){ _face_indices[i].push_back(f); } } _face[i*3] = _face_indices[i].size(); _face[i*3+1] = _face[i*3]; _face[i*3+2] = _face[i*3]; } } T PHITPHI(const Vec& x,const T&alphaBar,const Vec&phi){ // assert_ext(isFeasible(x),"x="<<x.transpose()); assert_gt(alphaBar, ScalarUtil<T>::scalar_eps); assert_eq(x.size() % 3,0); assert_eq(x.size(), phi.size()); const Vec x_alpha_phi = x-alphaBar*phi; Vec px; project(x_alpha_phi, px); const T phitphi = ((x-px).dot(phi))*(1.0/alphaBar); // assert_ge(phitphi,-ScalarUtil<T>::scalar_eps); return phitphi>0.0f?phitphi:0.0f; } bool isFeasible(const Vec &x)const{ return MATH::isFeasible(this->getPlanes(), x); } protected: inline void projectToPlane(const Vec4X &p, const Vec3X &in, Vec3X &out)const{ const Vec3X n = p.template segment<3>(0); assert_in(n.norm(),1.0f-ScalarUtil<T>::scalar_eps,1.0f+ScalarUtil<T>::scalar_eps); out = in-in.dot(n)*n; } inline T stepLimit(const Vec4X &p, const Vec3X &d, const Vec3X &x, T alpha, const T alpha_cg)const{ const T nd = p.template segment<3>(0).dot(d); const T dnorm = d.norm(); const T tol = ScalarUtil<T>::scalar_eps*dnorm*dnorm; if ( nd >= tol){ const T alpha_ij = (p.template segment<3>(0).dot(x)+p[3])/nd; if (alpha_ij >= 0) alpha = std::min<T>(alpha, alpha_ij); } const T tol_diff = -ScalarUtil<T>::scalar_eps; while( alpha >= ScalarUtil<T>::scalar_eps && dist( p,(x-alpha*d) ) < tol_diff){ alpha *= 0.5f; } return alpha; } private: const VVVec4X &_planes; const Vec feasible_x; vector<char> _face; vector<vector<int> > _face_indices; }; // support decoupled constraints: J*x >= c, where J*J^t is diagonal. template <typename T> class DecoupledConProjector{ typedef Eigen::Matrix<T,-1,1> Vec; public: DecoupledConProjector(const SparseMatrix<T> &J, const Vec &JJt, const Vec &c): J(J),JJt(JJt),c(c){ assert_eq(J.rows(), JJt.size()); assert_eq(c.size(), J.rows()); face.resize(J.rows()); face.assign(face.size(),char(0)); } const vector<char> &getFace()const{ return face; } const SparseMatrix<T> &getConMatrix()const{ return J; } // return the largest step in direction -D. T stepLimit(const Vec &X,const Vec&D,const T alpha_cg=ScalarUtil<T>::scalar_max)const{ T alpha = (alpha_cg == ScalarUtil<T>::scalar_max ? alpha_cg: (alpha_cg+ScalarUtil<T>::scalar_eps)); assert_gt(alpha, 0.0); assert_eq(X.size(), D.size()); assert_eq(J.cols(), X.size()); const Vec Jx = J*X; const Vec Jd = J*D; for (int i = 0; i < Jd.size(); ++i){ if (Jd[i] > ScalarUtil<T>::scalar_eps && Jx[i] > c[i]){ const T ti = (Jx[i]-c[i])/Jd[i]; assert_eq(ti,ti); alpha = std::min<T>(alpha, ti); } } assert_ge(alpha, 0.0f); return alpha; } void project(const Vec &x,Vec &y) const{ assert_eq(x.size(), J.cols()); Vec lambda = c - J*x; OMP_PARALLEL_FOR_ for(int i = 0; i < lambda.size(); i++){ assert_ge(JJt[i], ScalarUtil<T>::scalar_eps); lambda[i] = std::max<T>(lambda[i]/JJt[i], 0.0); } y = x + J.transpose()*lambda; assert_ext(isFeasible(y),"Jy-c:\n"<<(J*y-c).transpose()); } void PHI(const Vec &g,Vec &phi) const{ Vec lambda = J*g; assert_eq(J.cols(), g.size()); assert_eq(lambda.size(), (int)face.size()); for (size_t i = 0; i < face.size(); ++i){ if(0 == face[i]){ lambda[i] = 0; }else{ lambda[i] = -lambda[i]/JJt[i]; } } phi = g+J.transpose()*lambda; } void BETA(const Vec &g, Vec &beta, const Vec &phi){ beta = g-phi; Vec lambda = J*beta; for (size_t i = 0; i < face.size(); ++i){ if(0 != face[i]) lambda[i] = std::max<T>(0.0,lambda[i]/JJt[i]); } beta -= J.transpose()*lambda; } void DECIDE_FACE(const Vec& x){ assert_eq(x.size(), J.cols()); assert_eq(c.size(), J.rows()); face.assign(c.size(),char(0)); const Vec Jx = J*x; OMP_PARALLEL_FOR_ for(int i = 0; i < c.size(); i++){ if(abs(Jx[i]-c[i]) < ScalarUtil<T>::scalar_eps) face[i] = 1; } } T PHITPHI(const Vec &x, const T alpha_bar, const Vec &phi) const{ assert_gt(alpha_bar, ScalarUtil<T>::scalar_eps); assert_eq(x.size(), phi.size()); const Vec x_alpha_phi = x-alpha_bar*phi; Vec px; project(x_alpha_phi, px); const T phitphi = ((x-px).dot(phi))*(1.0/alpha_bar); return phitphi > 0.0 ? phitphi : 0.0; } bool isFeasible(const Vec &x)const{ assert_eq(x.size(), J.cols()); assert_eq(c.size(), J.rows()); const Vec Jx = J*x; OMP_PARALLEL_FOR_ for(int i = 0; i < c.size(); i++){ if( Jx[i] < c[i] - ScalarUtil<T>::scalar_eps){ return false; } } return true; } private: const SparseMatrix<T> &J; const Vec &JJt; // diagonal elements of J*J^t const Vec &c; vector<char> face; }; }//end of namespace #endif /* _MPRGPPROJECTION_H_ */
Sema.h
//===--- Sema.h - Semantic Analysis & AST Building --------------*- C++ -*-===// // // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. // See https://llvm.org/LICENSE.txt for license information. // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception // //===----------------------------------------------------------------------===// // // This file defines the Sema class, which performs semantic analysis and // builds ASTs. // //===----------------------------------------------------------------------===// #ifndef LLVM_CLANG_SEMA_SEMA_H #define LLVM_CLANG_SEMA_SEMA_H #include "clang/AST/ASTConcept.h" #include "clang/AST/ASTFwd.h" #include "clang/AST/Attr.h" #include "clang/AST/Availability.h" #include "clang/AST/ComparisonCategories.h" #include "clang/AST/DeclTemplate.h" #include "clang/AST/DeclarationName.h" #include "clang/AST/Expr.h" #include "clang/AST/ExprCXX.h" #include "clang/AST/ExprConcepts.h" #include "clang/AST/ExprObjC.h" #include "clang/AST/ExprOpenMP.h" #include "clang/AST/ExternalASTSource.h" #include "clang/AST/LocInfoType.h" #include "clang/AST/MangleNumberingContext.h" #include "clang/AST/NSAPI.h" #include "clang/AST/PrettyPrinter.h" #include "clang/AST/StmtCXX.h" #include "clang/AST/TypeLoc.h" #include "clang/AST/TypeOrdering.h" #include "clang/Basic/BitmaskEnum.h" #include "clang/Basic/ExpressionTraits.h" #include "clang/Basic/Module.h" #include "clang/Basic/OpenCLOptions.h" #include "clang/Basic/OpenMPKinds.h" #include "clang/Basic/PragmaKinds.h" #include "clang/Basic/Specifiers.h" #include "clang/Basic/TemplateKinds.h" #include "clang/Basic/TypeTraits.h" #include "clang/Sema/AnalysisBasedWarnings.h" #include "clang/Sema/CleanupInfo.h" #include "clang/Sema/DeclSpec.h" #include "clang/Sema/ExternalSemaSource.h" #include "clang/Sema/IdentifierResolver.h" #include "clang/Sema/ObjCMethodList.h" #include "clang/Sema/Ownership.h" #include "clang/Sema/Scope.h" #include "clang/Sema/SemaConcept.h" #include "clang/Sema/TypoCorrection.h" #include "clang/Sema/Weak.h" #include "llvm/ADT/ArrayRef.h" #include "llvm/ADT/Optional.h" #include "llvm/ADT/SetVector.h" #include "llvm/ADT/SmallBitVector.h" #include "llvm/ADT/SmallPtrSet.h" #include "llvm/ADT/SmallSet.h" #include "llvm/ADT/SmallVector.h" #include "llvm/ADT/TinyPtrVector.h" #include "llvm/Frontend/OpenMP/OMPConstants.h" #include <deque> #include <memory> #include <string> #include <tuple> #include <vector> namespace llvm { class APSInt; template <typename ValueT> struct DenseMapInfo; template <typename ValueT, typename ValueInfoT> class DenseSet; class SmallBitVector; struct InlineAsmIdentifierInfo; } namespace clang { class ADLResult; class ASTConsumer; class ASTContext; class ASTMutationListener; class ASTReader; class ASTWriter; class ArrayType; class ParsedAttr; class BindingDecl; class BlockDecl; class CapturedDecl; class CXXBasePath; class CXXBasePaths; class CXXBindTemporaryExpr; typedef SmallVector<CXXBaseSpecifier*, 4> CXXCastPath; class CXXConstructorDecl; class CXXConversionDecl; class CXXDeleteExpr; class CXXDestructorDecl; class CXXFieldCollector; class CXXMemberCallExpr; class CXXMethodDecl; class CXXScopeSpec; class CXXTemporary; class CXXTryStmt; class CallExpr; class ClassTemplateDecl; class ClassTemplatePartialSpecializationDecl; class ClassTemplateSpecializationDecl; class VarTemplatePartialSpecializationDecl; class CodeCompleteConsumer; class CodeCompletionAllocator; class CodeCompletionTUInfo; class CodeCompletionResult; class CoroutineBodyStmt; class Decl; class DeclAccessPair; class DeclContext; class DeclRefExpr; class DeclaratorDecl; class DeducedTemplateArgument; class DependentDiagnostic; class DesignatedInitExpr; class Designation; class EnableIfAttr; class EnumConstantDecl; class Expr; class ExtVectorType; class FormatAttr; class FriendDecl; class FunctionDecl; class FunctionProtoType; class FunctionTemplateDecl; class ImplicitConversionSequence; typedef MutableArrayRef<ImplicitConversionSequence> ConversionSequenceList; class InitListExpr; class InitializationKind; class InitializationSequence; class InitializedEntity; class IntegerLiteral; class LabelStmt; class LambdaExpr; class LangOptions; class LocalInstantiationScope; class LookupResult; class MacroInfo; typedef ArrayRef<std::pair<IdentifierInfo *, SourceLocation>> ModuleIdPath; class ModuleLoader; class MultiLevelTemplateArgumentList; class NamedDecl; class ObjCCategoryDecl; class ObjCCategoryImplDecl; class ObjCCompatibleAliasDecl; class ObjCContainerDecl; class ObjCImplDecl; class ObjCImplementationDecl; class ObjCInterfaceDecl; class ObjCIvarDecl; template <class T> class ObjCList; class ObjCMessageExpr; class ObjCMethodDecl; class ObjCPropertyDecl; class ObjCProtocolDecl; class OMPThreadPrivateDecl; class OMPRequiresDecl; class OMPDeclareReductionDecl; class OMPDeclareSimdDecl; class OMPClause; struct OMPVarListLocTy; struct OverloadCandidate; enum class OverloadCandidateParamOrder : char; enum OverloadCandidateRewriteKind : unsigned; class OverloadCandidateSet; class OverloadExpr; class ParenListExpr; class ParmVarDecl; class Preprocessor; class PseudoDestructorTypeStorage; class PseudoObjectExpr; class QualType; class StandardConversionSequence; class Stmt; class StringLiteral; class SwitchStmt; class TemplateArgument; class TemplateArgumentList; class TemplateArgumentLoc; class TemplateDecl; class TemplateInstantiationCallback; class TemplateParameterList; class TemplatePartialOrderingContext; class TemplateTemplateParmDecl; class Token; class TypeAliasDecl; class TypedefDecl; class TypedefNameDecl; class TypeLoc; class TypoCorrectionConsumer; class UnqualifiedId; class UnresolvedLookupExpr; class UnresolvedMemberExpr; class UnresolvedSetImpl; class UnresolvedSetIterator; class UsingDecl; class UsingShadowDecl; class ValueDecl; class VarDecl; class VarTemplateSpecializationDecl; class VisibilityAttr; class VisibleDeclConsumer; class IndirectFieldDecl; struct DeductionFailureInfo; class TemplateSpecCandidateSet; namespace sema { class AccessedEntity; class BlockScopeInfo; class Capture; class CapturedRegionScopeInfo; class CapturingScopeInfo; class CompoundScopeInfo; class DelayedDiagnostic; class DelayedDiagnosticPool; class FunctionScopeInfo; class LambdaScopeInfo; class PossiblyUnreachableDiag; class SemaPPCallbacks; class TemplateDeductionInfo; } namespace threadSafety { class BeforeSet; void threadSafetyCleanup(BeforeSet* Cache); } // FIXME: No way to easily map from TemplateTypeParmTypes to // TemplateTypeParmDecls, so we have this horrible PointerUnion. typedef std::pair<llvm::PointerUnion<const TemplateTypeParmType*, NamedDecl*>, SourceLocation> UnexpandedParameterPack; /// Describes whether we've seen any nullability information for the given /// file. struct FileNullability { /// The first pointer declarator (of any pointer kind) in the file that does /// not have a corresponding nullability annotation. SourceLocation PointerLoc; /// The end location for the first pointer declarator in the file. Used for /// placing fix-its. SourceLocation PointerEndLoc; /// Which kind of pointer declarator we saw. uint8_t PointerKind; /// Whether we saw any type nullability annotations in the given file. bool SawTypeNullability = false; }; /// A mapping from file IDs to a record of whether we've seen nullability /// information in that file. class FileNullabilityMap { /// A mapping from file IDs to the nullability information for each file ID. llvm::DenseMap<FileID, FileNullability> Map; /// A single-element cache based on the file ID. struct { FileID File; FileNullability Nullability; } Cache; public: FileNullability &operator[](FileID file) { // Check the single-element cache. if (file == Cache.File) return Cache.Nullability; // It's not in the single-element cache; flush the cache if we have one. if (!Cache.File.isInvalid()) { Map[Cache.File] = Cache.Nullability; } // Pull this entry into the cache. Cache.File = file; Cache.Nullability = Map[file]; return Cache.Nullability; } }; /// Keeps track of expected type during expression parsing. The type is tied to /// a particular token, all functions that update or consume the type take a /// start location of the token they are looking at as a parameter. This allows /// to avoid updating the type on hot paths in the parser. class PreferredTypeBuilder { public: PreferredTypeBuilder() = default; explicit PreferredTypeBuilder(QualType Type) : Type(Type) {} void enterCondition(Sema &S, SourceLocation Tok); void enterReturn(Sema &S, SourceLocation Tok); void enterVariableInit(SourceLocation Tok, Decl *D); /// Computing a type for the function argument may require running /// overloading, so we postpone its computation until it is actually needed. /// /// Clients should be very careful when using this funciton, as it stores a /// function_ref, clients should make sure all calls to get() with the same /// location happen while function_ref is alive. void enterFunctionArgument(SourceLocation Tok, llvm::function_ref<QualType()> ComputeType); void enterParenExpr(SourceLocation Tok, SourceLocation LParLoc); void enterUnary(Sema &S, SourceLocation Tok, tok::TokenKind OpKind, SourceLocation OpLoc); void enterBinary(Sema &S, SourceLocation Tok, Expr *LHS, tok::TokenKind Op); void enterMemAccess(Sema &S, SourceLocation Tok, Expr *Base); void enterSubscript(Sema &S, SourceLocation Tok, Expr *LHS); /// Handles all type casts, including C-style cast, C++ casts, etc. void enterTypeCast(SourceLocation Tok, QualType CastType); QualType get(SourceLocation Tok) const { if (Tok != ExpectedLoc) return QualType(); if (!Type.isNull()) return Type; if (ComputeType) return ComputeType(); return QualType(); } private: /// Start position of a token for which we store expected type. SourceLocation ExpectedLoc; /// Expected type for a token starting at ExpectedLoc. QualType Type; /// A function to compute expected type at ExpectedLoc. It is only considered /// if Type is null. llvm::function_ref<QualType()> ComputeType; }; /// Sema - This implements semantic analysis and AST building for C. class Sema final { Sema(const Sema &) = delete; void operator=(const Sema &) = delete; /// A key method to reduce duplicate debug info from Sema. virtual void anchor(); ///Source of additional semantic information. ExternalSemaSource *ExternalSource; ///Whether Sema has generated a multiplexer and has to delete it. bool isMultiplexExternalSource; static bool mightHaveNonExternalLinkage(const DeclaratorDecl *FD); bool isVisibleSlow(const NamedDecl *D); /// Determine whether two declarations should be linked together, given that /// the old declaration might not be visible and the new declaration might /// not have external linkage. bool shouldLinkPossiblyHiddenDecl(const NamedDecl *Old, const NamedDecl *New) { if (isVisible(Old)) return true; // See comment in below overload for why it's safe to compute the linkage // of the new declaration here. if (New->isExternallyDeclarable()) { assert(Old->isExternallyDeclarable() && "should not have found a non-externally-declarable previous decl"); return true; } return false; } bool shouldLinkPossiblyHiddenDecl(LookupResult &Old, const NamedDecl *New); void setupImplicitSpecialMemberType(CXXMethodDecl *SpecialMem, QualType ResultTy, ArrayRef<QualType> Args); public: /// The maximum alignment, same as in llvm::Value. We duplicate them here /// because that allows us not to duplicate the constants in clang code, /// which we must to since we can't directly use the llvm constants. /// The value is verified against llvm here: lib/CodeGen/CGDecl.cpp /// /// This is the greatest alignment value supported by load, store, and alloca /// instructions, and global values. static const unsigned MaxAlignmentExponent = 29; static const unsigned MaximumAlignment = 1u << MaxAlignmentExponent; typedef OpaquePtr<DeclGroupRef> DeclGroupPtrTy; typedef OpaquePtr<TemplateName> TemplateTy; typedef OpaquePtr<QualType> TypeTy; OpenCLOptions OpenCLFeatures; FPOptions CurFPFeatures; const LangOptions &LangOpts; Preprocessor &PP; ASTContext &Context; ASTConsumer &Consumer; DiagnosticsEngine &Diags; SourceManager &SourceMgr; /// Flag indicating whether or not to collect detailed statistics. bool CollectStats; /// Code-completion consumer. CodeCompleteConsumer *CodeCompleter; /// CurContext - This is the current declaration context of parsing. DeclContext *CurContext; /// Generally null except when we temporarily switch decl contexts, /// like in \see ActOnObjCTemporaryExitContainerContext. DeclContext *OriginalLexicalContext; /// VAListTagName - The declaration name corresponding to __va_list_tag. /// This is used as part of a hack to omit that class from ADL results. DeclarationName VAListTagName; bool MSStructPragmaOn; // True when \#pragma ms_struct on /// Controls member pointer representation format under the MS ABI. LangOptions::PragmaMSPointersToMembersKind MSPointerToMemberRepresentationMethod; /// Stack of active SEH __finally scopes. Can be empty. SmallVector<Scope*, 2> CurrentSEHFinally; /// Source location for newly created implicit MSInheritanceAttrs SourceLocation ImplicitMSInheritanceAttrLoc; /// Holds TypoExprs that are created from `createDelayedTypo`. This is used by /// `TransformTypos` in order to keep track of any TypoExprs that are created /// recursively during typo correction and wipe them away if the correction /// fails. llvm::SmallVector<TypoExpr *, 2> TypoExprs; /// pragma clang section kind enum PragmaClangSectionKind { PCSK_Invalid = 0, PCSK_BSS = 1, PCSK_Data = 2, PCSK_Rodata = 3, PCSK_Text = 4, PCSK_Relro = 5 }; enum PragmaClangSectionAction { PCSA_Set = 0, PCSA_Clear = 1 }; struct PragmaClangSection { std::string SectionName; bool Valid = false; SourceLocation PragmaLocation; }; PragmaClangSection PragmaClangBSSSection; PragmaClangSection PragmaClangDataSection; PragmaClangSection PragmaClangRodataSection; PragmaClangSection PragmaClangRelroSection; PragmaClangSection PragmaClangTextSection; enum PragmaMsStackAction { PSK_Reset = 0x0, // #pragma () PSK_Set = 0x1, // #pragma (value) PSK_Push = 0x2, // #pragma (push[, id]) PSK_Pop = 0x4, // #pragma (pop[, id]) PSK_Show = 0x8, // #pragma (show) -- only for "pack"! PSK_Push_Set = PSK_Push | PSK_Set, // #pragma (push[, id], value) PSK_Pop_Set = PSK_Pop | PSK_Set, // #pragma (pop[, id], value) }; // #pragma pack and align. class AlignPackInfo { public: // `Native` represents default align mode, which may vary based on the // platform. enum Mode : unsigned char { Native, Natural, Packed, Mac68k }; // #pragma pack info constructor AlignPackInfo(AlignPackInfo::Mode M, unsigned Num, bool IsXL) : PackAttr(true), AlignMode(M), PackNumber(Num), XLStack(IsXL) { assert(Num == PackNumber && "The pack number has been truncated."); } // #pragma align info constructor AlignPackInfo(AlignPackInfo::Mode M, bool IsXL) : PackAttr(false), AlignMode(M), PackNumber(M == Packed ? 1 : UninitPackVal), XLStack(IsXL) {} explicit AlignPackInfo(bool IsXL) : AlignPackInfo(Native, IsXL) {} AlignPackInfo() : AlignPackInfo(Native, false) {} // When a AlignPackInfo itself cannot be used, this returns an 32-bit // integer encoding for it. This should only be passed to // AlignPackInfo::getFromRawEncoding, it should not be inspected directly. static uint32_t getRawEncoding(const AlignPackInfo &Info) { std::uint32_t Encoding{}; if (Info.IsXLStack()) Encoding |= IsXLMask; Encoding |= static_cast<uint32_t>(Info.getAlignMode()) << 1; if (Info.IsPackAttr()) Encoding |= PackAttrMask; Encoding |= static_cast<uint32_t>(Info.getPackNumber()) << 4; return Encoding; } static AlignPackInfo getFromRawEncoding(unsigned Encoding) { bool IsXL = static_cast<bool>(Encoding & IsXLMask); AlignPackInfo::Mode M = static_cast<AlignPackInfo::Mode>((Encoding & AlignModeMask) >> 1); int PackNumber = (Encoding & PackNumMask) >> 4; if (Encoding & PackAttrMask) return AlignPackInfo(M, PackNumber, IsXL); return AlignPackInfo(M, IsXL); } bool IsPackAttr() const { return PackAttr; } bool IsAlignAttr() const { return !PackAttr; } Mode getAlignMode() const { return AlignMode; } unsigned getPackNumber() const { return PackNumber; } bool IsPackSet() const { // #pragma align, #pragma pack(), and #pragma pack(0) do not set the pack // attriute on a decl. return PackNumber != UninitPackVal && PackNumber != 0; } bool IsXLStack() const { return XLStack; } bool operator==(const AlignPackInfo &Info) const { return std::tie(AlignMode, PackNumber, PackAttr, XLStack) == std::tie(Info.AlignMode, Info.PackNumber, Info.PackAttr, Info.XLStack); } bool operator!=(const AlignPackInfo &Info) const { return !(*this == Info); } private: /// \brief True if this is a pragma pack attribute, /// not a pragma align attribute. bool PackAttr; /// \brief The alignment mode that is in effect. Mode AlignMode; /// \brief The pack number of the stack. unsigned char PackNumber; /// \brief True if it is a XL #pragma align/pack stack. bool XLStack; /// \brief Uninitialized pack value. static constexpr unsigned char UninitPackVal = -1; // Masks to encode and decode an AlignPackInfo. static constexpr uint32_t IsXLMask{0x0000'0001}; static constexpr uint32_t AlignModeMask{0x0000'0006}; static constexpr uint32_t PackAttrMask{0x00000'0008}; static constexpr uint32_t PackNumMask{0x0000'01F0}; }; template<typename ValueType> struct PragmaStack { struct Slot { llvm::StringRef StackSlotLabel; ValueType Value; SourceLocation PragmaLocation; SourceLocation PragmaPushLocation; Slot(llvm::StringRef StackSlotLabel, ValueType Value, SourceLocation PragmaLocation, SourceLocation PragmaPushLocation) : StackSlotLabel(StackSlotLabel), Value(Value), PragmaLocation(PragmaLocation), PragmaPushLocation(PragmaPushLocation) {} }; void Act(SourceLocation PragmaLocation, PragmaMsStackAction Action, llvm::StringRef StackSlotLabel, ValueType Value) { if (Action == PSK_Reset) { CurrentValue = DefaultValue; CurrentPragmaLocation = PragmaLocation; return; } if (Action & PSK_Push) Stack.emplace_back(StackSlotLabel, CurrentValue, CurrentPragmaLocation, PragmaLocation); else if (Action & PSK_Pop) { if (!StackSlotLabel.empty()) { // If we've got a label, try to find it and jump there. auto I = llvm::find_if(llvm::reverse(Stack), [&](const Slot &x) { return x.StackSlotLabel == StackSlotLabel; }); // If we found the label so pop from there. if (I != Stack.rend()) { CurrentValue = I->Value; CurrentPragmaLocation = I->PragmaLocation; Stack.erase(std::prev(I.base()), Stack.end()); } } else if (!Stack.empty()) { // We do not have a label, just pop the last entry. CurrentValue = Stack.back().Value; CurrentPragmaLocation = Stack.back().PragmaLocation; Stack.pop_back(); } } if (Action & PSK_Set) { CurrentValue = Value; CurrentPragmaLocation = PragmaLocation; } } // MSVC seems to add artificial slots to #pragma stacks on entering a C++ // method body to restore the stacks on exit, so it works like this: // // struct S { // #pragma <name>(push, InternalPragmaSlot, <current_pragma_value>) // void Method {} // #pragma <name>(pop, InternalPragmaSlot) // }; // // It works even with #pragma vtordisp, although MSVC doesn't support // #pragma vtordisp(push [, id], n) // syntax. // // Push / pop a named sentinel slot. void SentinelAction(PragmaMsStackAction Action, StringRef Label) { assert((Action == PSK_Push || Action == PSK_Pop) && "Can only push / pop #pragma stack sentinels!"); Act(CurrentPragmaLocation, Action, Label, CurrentValue); } // Constructors. explicit PragmaStack(const ValueType &Default) : DefaultValue(Default), CurrentValue(Default) {} bool hasValue() const { return CurrentValue != DefaultValue; } SmallVector<Slot, 2> Stack; ValueType DefaultValue; // Value used for PSK_Reset action. ValueType CurrentValue; SourceLocation CurrentPragmaLocation; }; // FIXME: We should serialize / deserialize these if they occur in a PCH (but // we shouldn't do so if they're in a module). /// Whether to insert vtordisps prior to virtual bases in the Microsoft /// C++ ABI. Possible values are 0, 1, and 2, which mean: /// /// 0: Suppress all vtordisps /// 1: Insert vtordisps in the presence of vbase overrides and non-trivial /// structors /// 2: Always insert vtordisps to support RTTI on partially constructed /// objects PragmaStack<MSVtorDispMode> VtorDispStack; PragmaStack<AlignPackInfo> AlignPackStack; // The current #pragma align/pack values and locations at each #include. struct AlignPackIncludeState { AlignPackInfo CurrentValue; SourceLocation CurrentPragmaLocation; bool HasNonDefaultValue, ShouldWarnOnInclude; }; SmallVector<AlignPackIncludeState, 8> AlignPackIncludeStack; // Segment #pragmas. PragmaStack<StringLiteral *> DataSegStack; PragmaStack<StringLiteral *> BSSSegStack; PragmaStack<StringLiteral *> ConstSegStack; PragmaStack<StringLiteral *> CodeSegStack; // This stack tracks the current state of Sema.CurFPFeatures. PragmaStack<FPOptionsOverride> FpPragmaStack; FPOptionsOverride CurFPFeatureOverrides() { FPOptionsOverride result; if (!FpPragmaStack.hasValue()) { result = FPOptionsOverride(); } else { result = FpPragmaStack.CurrentValue; } return result; } // RAII object to push / pop sentinel slots for all MS #pragma stacks. // Actions should be performed only if we enter / exit a C++ method body. class PragmaStackSentinelRAII { public: PragmaStackSentinelRAII(Sema &S, StringRef SlotLabel, bool ShouldAct); ~PragmaStackSentinelRAII(); private: Sema &S; StringRef SlotLabel; bool ShouldAct; }; /// A mapping that describes the nullability we've seen in each header file. FileNullabilityMap NullabilityMap; /// Last section used with #pragma init_seg. StringLiteral *CurInitSeg; SourceLocation CurInitSegLoc; /// VisContext - Manages the stack for \#pragma GCC visibility. void *VisContext; // Really a "PragmaVisStack*" /// This an attribute introduced by \#pragma clang attribute. struct PragmaAttributeEntry { SourceLocation Loc; ParsedAttr *Attribute; SmallVector<attr::SubjectMatchRule, 4> MatchRules; bool IsUsed; }; /// A push'd group of PragmaAttributeEntries. struct PragmaAttributeGroup { /// The location of the push attribute. SourceLocation Loc; /// The namespace of this push group. const IdentifierInfo *Namespace; SmallVector<PragmaAttributeEntry, 2> Entries; }; SmallVector<PragmaAttributeGroup, 2> PragmaAttributeStack; /// The declaration that is currently receiving an attribute from the /// #pragma attribute stack. const Decl *PragmaAttributeCurrentTargetDecl; /// This represents the last location of a "#pragma clang optimize off" /// directive if such a directive has not been closed by an "on" yet. If /// optimizations are currently "on", this is set to an invalid location. SourceLocation OptimizeOffPragmaLocation; /// Flag indicating if Sema is building a recovery call expression. /// /// This flag is used to avoid building recovery call expressions /// if Sema is already doing so, which would cause infinite recursions. bool IsBuildingRecoveryCallExpr; /// Used to control the generation of ExprWithCleanups. CleanupInfo Cleanup; /// ExprCleanupObjects - This is the stack of objects requiring /// cleanup that are created by the current full expression. SmallVector<ExprWithCleanups::CleanupObject, 8> ExprCleanupObjects; /// Store a set of either DeclRefExprs or MemberExprs that contain a reference /// to a variable (constant) that may or may not be odr-used in this Expr, and /// we won't know until all lvalue-to-rvalue and discarded value conversions /// have been applied to all subexpressions of the enclosing full expression. /// This is cleared at the end of each full expression. using MaybeODRUseExprSet = llvm::SetVector<Expr *, SmallVector<Expr *, 4>, llvm::SmallPtrSet<Expr *, 4>>; MaybeODRUseExprSet MaybeODRUseExprs; std::unique_ptr<sema::FunctionScopeInfo> CachedFunctionScope; /// Stack containing information about each of the nested /// function, block, and method scopes that are currently active. SmallVector<sema::FunctionScopeInfo *, 4> FunctionScopes; /// The index of the first FunctionScope that corresponds to the current /// context. unsigned FunctionScopesStart = 0; ArrayRef<sema::FunctionScopeInfo*> getFunctionScopes() const { return llvm::makeArrayRef(FunctionScopes.begin() + FunctionScopesStart, FunctionScopes.end()); } /// Stack containing information needed when in C++2a an 'auto' is encountered /// in a function declaration parameter type specifier in order to invent a /// corresponding template parameter in the enclosing abbreviated function /// template. This information is also present in LambdaScopeInfo, stored in /// the FunctionScopes stack. SmallVector<InventedTemplateParameterInfo, 4> InventedParameterInfos; /// The index of the first InventedParameterInfo that refers to the current /// context. unsigned InventedParameterInfosStart = 0; ArrayRef<InventedTemplateParameterInfo> getInventedParameterInfos() const { return llvm::makeArrayRef(InventedParameterInfos.begin() + InventedParameterInfosStart, InventedParameterInfos.end()); } typedef LazyVector<TypedefNameDecl *, ExternalSemaSource, &ExternalSemaSource::ReadExtVectorDecls, 2, 2> ExtVectorDeclsType; /// ExtVectorDecls - This is a list all the extended vector types. This allows /// us to associate a raw vector type with one of the ext_vector type names. /// This is only necessary for issuing pretty diagnostics. ExtVectorDeclsType ExtVectorDecls; /// FieldCollector - Collects CXXFieldDecls during parsing of C++ classes. std::unique_ptr<CXXFieldCollector> FieldCollector; typedef llvm::SmallSetVector<NamedDecl *, 16> NamedDeclSetType; /// Set containing all declared private fields that are not used. NamedDeclSetType UnusedPrivateFields; /// Set containing all typedefs that are likely unused. llvm::SmallSetVector<const TypedefNameDecl *, 4> UnusedLocalTypedefNameCandidates; /// Delete-expressions to be analyzed at the end of translation unit /// /// This list contains class members, and locations of delete-expressions /// that could not be proven as to whether they mismatch with new-expression /// used in initializer of the field. typedef std::pair<SourceLocation, bool> DeleteExprLoc; typedef llvm::SmallVector<DeleteExprLoc, 4> DeleteLocs; llvm::MapVector<FieldDecl *, DeleteLocs> DeleteExprs; typedef llvm::SmallPtrSet<const CXXRecordDecl*, 8> RecordDeclSetTy; /// PureVirtualClassDiagSet - a set of class declarations which we have /// emitted a list of pure virtual functions. Used to prevent emitting the /// same list more than once. std::unique_ptr<RecordDeclSetTy> PureVirtualClassDiagSet; /// ParsingInitForAutoVars - a set of declarations with auto types for which /// we are currently parsing the initializer. llvm::SmallPtrSet<const Decl*, 4> ParsingInitForAutoVars; /// Look for a locally scoped extern "C" declaration by the given name. NamedDecl *findLocallyScopedExternCDecl(DeclarationName Name); typedef LazyVector<VarDecl *, ExternalSemaSource, &ExternalSemaSource::ReadTentativeDefinitions, 2, 2> TentativeDefinitionsType; /// All the tentative definitions encountered in the TU. TentativeDefinitionsType TentativeDefinitions; /// All the external declarations encoutered and used in the TU. SmallVector<VarDecl *, 4> ExternalDeclarations; typedef LazyVector<const DeclaratorDecl *, ExternalSemaSource, &ExternalSemaSource::ReadUnusedFileScopedDecls, 2, 2> UnusedFileScopedDeclsType; /// The set of file scoped decls seen so far that have not been used /// and must warn if not used. Only contains the first declaration. UnusedFileScopedDeclsType UnusedFileScopedDecls; typedef LazyVector<CXXConstructorDecl *, ExternalSemaSource, &ExternalSemaSource::ReadDelegatingConstructors, 2, 2> DelegatingCtorDeclsType; /// All the delegating constructors seen so far in the file, used for /// cycle detection at the end of the TU. DelegatingCtorDeclsType DelegatingCtorDecls; /// All the overriding functions seen during a class definition /// that had their exception spec checks delayed, plus the overridden /// function. SmallVector<std::pair<const CXXMethodDecl*, const CXXMethodDecl*>, 2> DelayedOverridingExceptionSpecChecks; /// All the function redeclarations seen during a class definition that had /// their exception spec checks delayed, plus the prior declaration they /// should be checked against. Except during error recovery, the new decl /// should always be a friend declaration, as that's the only valid way to /// redeclare a special member before its class is complete. SmallVector<std::pair<FunctionDecl*, FunctionDecl*>, 2> DelayedEquivalentExceptionSpecChecks; typedef llvm::MapVector<const FunctionDecl *, std::unique_ptr<LateParsedTemplate>> LateParsedTemplateMapT; LateParsedTemplateMapT LateParsedTemplateMap; /// Callback to the parser to parse templated functions when needed. typedef void LateTemplateParserCB(void *P, LateParsedTemplate &LPT); typedef void LateTemplateParserCleanupCB(void *P); LateTemplateParserCB *LateTemplateParser; LateTemplateParserCleanupCB *LateTemplateParserCleanup; void *OpaqueParser; void SetLateTemplateParser(LateTemplateParserCB *LTP, LateTemplateParserCleanupCB *LTPCleanup, void *P) { LateTemplateParser = LTP; LateTemplateParserCleanup = LTPCleanup; OpaqueParser = P; } class DelayedDiagnostics; class DelayedDiagnosticsState { sema::DelayedDiagnosticPool *SavedPool; friend class Sema::DelayedDiagnostics; }; typedef DelayedDiagnosticsState ParsingDeclState; typedef DelayedDiagnosticsState ProcessingContextState; /// A class which encapsulates the logic for delaying diagnostics /// during parsing and other processing. class DelayedDiagnostics { /// The current pool of diagnostics into which delayed /// diagnostics should go. sema::DelayedDiagnosticPool *CurPool; public: DelayedDiagnostics() : CurPool(nullptr) {} /// Adds a delayed diagnostic. void add(const sema::DelayedDiagnostic &diag); // in DelayedDiagnostic.h /// Determines whether diagnostics should be delayed. bool shouldDelayDiagnostics() { return CurPool != nullptr; } /// Returns the current delayed-diagnostics pool. sema::DelayedDiagnosticPool *getCurrentPool() const { return CurPool; } /// Enter a new scope. Access and deprecation diagnostics will be /// collected in this pool. DelayedDiagnosticsState push(sema::DelayedDiagnosticPool &pool) { DelayedDiagnosticsState state; state.SavedPool = CurPool; CurPool = &pool; return state; } /// Leave a delayed-diagnostic state that was previously pushed. /// Do not emit any of the diagnostics. This is performed as part /// of the bookkeeping of popping a pool "properly". void popWithoutEmitting(DelayedDiagnosticsState state) { CurPool = state.SavedPool; } /// Enter a new scope where access and deprecation diagnostics are /// not delayed. DelayedDiagnosticsState pushUndelayed() { DelayedDiagnosticsState state; state.SavedPool = CurPool; CurPool = nullptr; return state; } /// Undo a previous pushUndelayed(). void popUndelayed(DelayedDiagnosticsState state) { assert(CurPool == nullptr); CurPool = state.SavedPool; } } DelayedDiagnostics; /// A RAII object to temporarily push a declaration context. class ContextRAII { private: Sema &S; DeclContext *SavedContext; ProcessingContextState SavedContextState; QualType SavedCXXThisTypeOverride; unsigned SavedFunctionScopesStart; unsigned SavedInventedParameterInfosStart; public: ContextRAII(Sema &S, DeclContext *ContextToPush, bool NewThisContext = true) : S(S), SavedContext(S.CurContext), SavedContextState(S.DelayedDiagnostics.pushUndelayed()), SavedCXXThisTypeOverride(S.CXXThisTypeOverride), SavedFunctionScopesStart(S.FunctionScopesStart), SavedInventedParameterInfosStart(S.InventedParameterInfosStart) { assert(ContextToPush && "pushing null context"); S.CurContext = ContextToPush; if (NewThisContext) S.CXXThisTypeOverride = QualType(); // Any saved FunctionScopes do not refer to this context. S.FunctionScopesStart = S.FunctionScopes.size(); S.InventedParameterInfosStart = S.InventedParameterInfos.size(); } void pop() { if (!SavedContext) return; S.CurContext = SavedContext; S.DelayedDiagnostics.popUndelayed(SavedContextState); S.CXXThisTypeOverride = SavedCXXThisTypeOverride; S.FunctionScopesStart = SavedFunctionScopesStart; S.InventedParameterInfosStart = SavedInventedParameterInfosStart; SavedContext = nullptr; } ~ContextRAII() { pop(); } }; /// Whether the AST is currently being rebuilt to correct immediate /// invocations. Immediate invocation candidates and references to consteval /// functions aren't tracked when this is set. bool RebuildingImmediateInvocation = false; /// Used to change context to isConstantEvaluated without pushing a heavy /// ExpressionEvaluationContextRecord object. bool isConstantEvaluatedOverride; bool isConstantEvaluated() { return ExprEvalContexts.back().isConstantEvaluated() || isConstantEvaluatedOverride; } /// RAII object to handle the state changes required to synthesize /// a function body. class SynthesizedFunctionScope { Sema &S; Sema::ContextRAII SavedContext; bool PushedCodeSynthesisContext = false; public: SynthesizedFunctionScope(Sema &S, DeclContext *DC) : S(S), SavedContext(S, DC) { S.PushFunctionScope(); S.PushExpressionEvaluationContext( Sema::ExpressionEvaluationContext::PotentiallyEvaluated); if (auto *FD = dyn_cast<FunctionDecl>(DC)) FD->setWillHaveBody(true); else assert(isa<ObjCMethodDecl>(DC)); } void addContextNote(SourceLocation UseLoc) { assert(!PushedCodeSynthesisContext); Sema::CodeSynthesisContext Ctx; Ctx.Kind = Sema::CodeSynthesisContext::DefiningSynthesizedFunction; Ctx.PointOfInstantiation = UseLoc; Ctx.Entity = cast<Decl>(S.CurContext); S.pushCodeSynthesisContext(Ctx); PushedCodeSynthesisContext = true; } ~SynthesizedFunctionScope() { if (PushedCodeSynthesisContext) S.popCodeSynthesisContext(); if (auto *FD = dyn_cast<FunctionDecl>(S.CurContext)) FD->setWillHaveBody(false); S.PopExpressionEvaluationContext(); S.PopFunctionScopeInfo(); } }; /// WeakUndeclaredIdentifiers - Identifiers contained in /// \#pragma weak before declared. rare. may alias another /// identifier, declared or undeclared llvm::MapVector<IdentifierInfo *, WeakInfo> WeakUndeclaredIdentifiers; /// ExtnameUndeclaredIdentifiers - Identifiers contained in /// \#pragma redefine_extname before declared. Used in Solaris system headers /// to define functions that occur in multiple standards to call the version /// in the currently selected standard. llvm::DenseMap<IdentifierInfo*,AsmLabelAttr*> ExtnameUndeclaredIdentifiers; /// Load weak undeclared identifiers from the external source. void LoadExternalWeakUndeclaredIdentifiers(); /// WeakTopLevelDecl - Translation-unit scoped declarations generated by /// \#pragma weak during processing of other Decls. /// I couldn't figure out a clean way to generate these in-line, so /// we store them here and handle separately -- which is a hack. /// It would be best to refactor this. SmallVector<Decl*,2> WeakTopLevelDecl; IdentifierResolver IdResolver; /// Translation Unit Scope - useful to Objective-C actions that need /// to lookup file scope declarations in the "ordinary" C decl namespace. /// For example, user-defined classes, built-in "id" type, etc. Scope *TUScope; /// The C++ "std" namespace, where the standard library resides. LazyDeclPtr StdNamespace; /// The C++ "std::bad_alloc" class, which is defined by the C++ /// standard library. LazyDeclPtr StdBadAlloc; /// The C++ "std::align_val_t" enum class, which is defined by the C++ /// standard library. LazyDeclPtr StdAlignValT; /// The C++ "std::experimental" namespace, where the experimental parts /// of the standard library resides. NamespaceDecl *StdExperimentalNamespaceCache; /// The C++ "std::initializer_list" template, which is defined in /// \<initializer_list>. ClassTemplateDecl *StdInitializerList; /// The C++ "std::coroutine_traits" template, which is defined in /// \<coroutine_traits> ClassTemplateDecl *StdCoroutineTraitsCache; /// The C++ "type_info" declaration, which is defined in \<typeinfo>. RecordDecl *CXXTypeInfoDecl; /// The MSVC "_GUID" struct, which is defined in MSVC header files. RecordDecl *MSVCGuidDecl; /// Caches identifiers/selectors for NSFoundation APIs. std::unique_ptr<NSAPI> NSAPIObj; /// The declaration of the Objective-C NSNumber class. ObjCInterfaceDecl *NSNumberDecl; /// The declaration of the Objective-C NSValue class. ObjCInterfaceDecl *NSValueDecl; /// Pointer to NSNumber type (NSNumber *). QualType NSNumberPointer; /// Pointer to NSValue type (NSValue *). QualType NSValuePointer; /// The Objective-C NSNumber methods used to create NSNumber literals. ObjCMethodDecl *NSNumberLiteralMethods[NSAPI::NumNSNumberLiteralMethods]; /// The declaration of the Objective-C NSString class. ObjCInterfaceDecl *NSStringDecl; /// Pointer to NSString type (NSString *). QualType NSStringPointer; /// The declaration of the stringWithUTF8String: method. ObjCMethodDecl *StringWithUTF8StringMethod; /// The declaration of the valueWithBytes:objCType: method. ObjCMethodDecl *ValueWithBytesObjCTypeMethod; /// The declaration of the Objective-C NSArray class. ObjCInterfaceDecl *NSArrayDecl; /// The declaration of the arrayWithObjects:count: method. ObjCMethodDecl *ArrayWithObjectsMethod; /// The declaration of the Objective-C NSDictionary class. ObjCInterfaceDecl *NSDictionaryDecl; /// The declaration of the dictionaryWithObjects:forKeys:count: method. ObjCMethodDecl *DictionaryWithObjectsMethod; /// id<NSCopying> type. QualType QIDNSCopying; /// will hold 'respondsToSelector:' Selector RespondsToSelectorSel; /// A flag to remember whether the implicit forms of operator new and delete /// have been declared. bool GlobalNewDeleteDeclared; /// Describes how the expressions currently being parsed are /// evaluated at run-time, if at all. enum class ExpressionEvaluationContext { /// The current expression and its subexpressions occur within an /// unevaluated operand (C++11 [expr]p7), such as the subexpression of /// \c sizeof, where the type of the expression may be significant but /// no code will be generated to evaluate the value of the expression at /// run time. Unevaluated, /// The current expression occurs within a braced-init-list within /// an unevaluated operand. This is mostly like a regular unevaluated /// context, except that we still instantiate constexpr functions that are /// referenced here so that we can perform narrowing checks correctly. UnevaluatedList, /// The current expression occurs within a discarded statement. /// This behaves largely similarly to an unevaluated operand in preventing /// definitions from being required, but not in other ways. DiscardedStatement, /// The current expression occurs within an unevaluated /// operand that unconditionally permits abstract references to /// fields, such as a SIZE operator in MS-style inline assembly. UnevaluatedAbstract, /// The current context is "potentially evaluated" in C++11 terms, /// but the expression is evaluated at compile-time (like the values of /// cases in a switch statement). ConstantEvaluated, /// The current expression is potentially evaluated at run time, /// which means that code may be generated to evaluate the value of the /// expression at run time. PotentiallyEvaluated, /// The current expression is potentially evaluated, but any /// declarations referenced inside that expression are only used if /// in fact the current expression is used. /// /// This value is used when parsing default function arguments, for which /// we would like to provide diagnostics (e.g., passing non-POD arguments /// through varargs) but do not want to mark declarations as "referenced" /// until the default argument is used. PotentiallyEvaluatedIfUsed }; using ImmediateInvocationCandidate = llvm::PointerIntPair<ConstantExpr *, 1>; /// Data structure used to record current or nested /// expression evaluation contexts. struct ExpressionEvaluationContextRecord { /// The expression evaluation context. ExpressionEvaluationContext Context; /// Whether the enclosing context needed a cleanup. CleanupInfo ParentCleanup; /// The number of active cleanup objects when we entered /// this expression evaluation context. unsigned NumCleanupObjects; /// The number of typos encountered during this expression evaluation /// context (i.e. the number of TypoExprs created). unsigned NumTypos; MaybeODRUseExprSet SavedMaybeODRUseExprs; /// The lambdas that are present within this context, if it /// is indeed an unevaluated context. SmallVector<LambdaExpr *, 2> Lambdas; /// The declaration that provides context for lambda expressions /// and block literals if the normal declaration context does not /// suffice, e.g., in a default function argument. Decl *ManglingContextDecl; /// If we are processing a decltype type, a set of call expressions /// for which we have deferred checking the completeness of the return type. SmallVector<CallExpr *, 8> DelayedDecltypeCalls; /// If we are processing a decltype type, a set of temporary binding /// expressions for which we have deferred checking the destructor. SmallVector<CXXBindTemporaryExpr *, 8> DelayedDecltypeBinds; llvm::SmallPtrSet<const Expr *, 8> PossibleDerefs; /// Expressions appearing as the LHS of a volatile assignment in this /// context. We produce a warning for these when popping the context if /// they are not discarded-value expressions nor unevaluated operands. SmallVector<Expr*, 2> VolatileAssignmentLHSs; /// Set of candidates for starting an immediate invocation. llvm::SmallVector<ImmediateInvocationCandidate, 4> ImmediateInvocationCandidates; /// Set of DeclRefExprs referencing a consteval function when used in a /// context not already known to be immediately invoked. llvm::SmallPtrSet<DeclRefExpr *, 4> ReferenceToConsteval; /// \brief Describes whether we are in an expression constext which we have /// to handle differently. enum ExpressionKind { EK_Decltype, EK_TemplateArgument, EK_Other } ExprContext; ExpressionEvaluationContextRecord(ExpressionEvaluationContext Context, unsigned NumCleanupObjects, CleanupInfo ParentCleanup, Decl *ManglingContextDecl, ExpressionKind ExprContext) : Context(Context), ParentCleanup(ParentCleanup), NumCleanupObjects(NumCleanupObjects), NumTypos(0), ManglingContextDecl(ManglingContextDecl), ExprContext(ExprContext) {} bool isUnevaluated() const { return Context == ExpressionEvaluationContext::Unevaluated || Context == ExpressionEvaluationContext::UnevaluatedAbstract || Context == ExpressionEvaluationContext::UnevaluatedList; } bool isConstantEvaluated() const { return Context == ExpressionEvaluationContext::ConstantEvaluated; } }; /// A stack of expression evaluation contexts. SmallVector<ExpressionEvaluationContextRecord, 8> ExprEvalContexts; /// Emit a warning for all pending noderef expressions that we recorded. void WarnOnPendingNoDerefs(ExpressionEvaluationContextRecord &Rec); /// Compute the mangling number context for a lambda expression or /// block literal. Also return the extra mangling decl if any. /// /// \param DC - The DeclContext containing the lambda expression or /// block literal. std::tuple<MangleNumberingContext *, Decl *> getCurrentMangleNumberContext(const DeclContext *DC); /// SpecialMemberOverloadResult - The overloading result for a special member /// function. /// /// This is basically a wrapper around PointerIntPair. The lowest bits of the /// integer are used to determine whether overload resolution succeeded. class SpecialMemberOverloadResult { public: enum Kind { NoMemberOrDeleted, Ambiguous, Success }; private: llvm::PointerIntPair<CXXMethodDecl*, 2> Pair; public: SpecialMemberOverloadResult() : Pair() {} SpecialMemberOverloadResult(CXXMethodDecl *MD) : Pair(MD, MD->isDeleted() ? NoMemberOrDeleted : Success) {} CXXMethodDecl *getMethod() const { return Pair.getPointer(); } void setMethod(CXXMethodDecl *MD) { Pair.setPointer(MD); } Kind getKind() const { return static_cast<Kind>(Pair.getInt()); } void setKind(Kind K) { Pair.setInt(K); } }; class SpecialMemberOverloadResultEntry : public llvm::FastFoldingSetNode, public SpecialMemberOverloadResult { public: SpecialMemberOverloadResultEntry(const llvm::FoldingSetNodeID &ID) : FastFoldingSetNode(ID) {} }; /// A cache of special member function overload resolution results /// for C++ records. llvm::FoldingSet<SpecialMemberOverloadResultEntry> SpecialMemberCache; /// A cache of the flags available in enumerations with the flag_bits /// attribute. mutable llvm::DenseMap<const EnumDecl*, llvm::APInt> FlagBitsCache; /// The kind of translation unit we are processing. /// /// When we're processing a complete translation unit, Sema will perform /// end-of-translation-unit semantic tasks (such as creating /// initializers for tentative definitions in C) once parsing has /// completed. Modules and precompiled headers perform different kinds of /// checks. TranslationUnitKind TUKind; llvm::BumpPtrAllocator BumpAlloc; /// The number of SFINAE diagnostics that have been trapped. unsigned NumSFINAEErrors; typedef llvm::DenseMap<ParmVarDecl *, llvm::TinyPtrVector<ParmVarDecl *>> UnparsedDefaultArgInstantiationsMap; /// A mapping from parameters with unparsed default arguments to the /// set of instantiations of each parameter. /// /// This mapping is a temporary data structure used when parsing /// nested class templates or nested classes of class templates, /// where we might end up instantiating an inner class before the /// default arguments of its methods have been parsed. UnparsedDefaultArgInstantiationsMap UnparsedDefaultArgInstantiations; // Contains the locations of the beginning of unparsed default // argument locations. llvm::DenseMap<ParmVarDecl *, SourceLocation> UnparsedDefaultArgLocs; /// UndefinedInternals - all the used, undefined objects which require a /// definition in this translation unit. llvm::MapVector<NamedDecl *, SourceLocation> UndefinedButUsed; /// Determine if VD, which must be a variable or function, is an external /// symbol that nonetheless can't be referenced from outside this translation /// unit because its type has no linkage and it's not extern "C". bool isExternalWithNoLinkageType(ValueDecl *VD); /// Obtain a sorted list of functions that are undefined but ODR-used. void getUndefinedButUsed( SmallVectorImpl<std::pair<NamedDecl *, SourceLocation> > &Undefined); /// Retrieves list of suspicious delete-expressions that will be checked at /// the end of translation unit. const llvm::MapVector<FieldDecl *, DeleteLocs> & getMismatchingDeleteExpressions() const; typedef std::pair<ObjCMethodList, ObjCMethodList> GlobalMethods; typedef llvm::DenseMap<Selector, GlobalMethods> GlobalMethodPool; /// Method Pool - allows efficient lookup when typechecking messages to "id". /// We need to maintain a list, since selectors can have differing signatures /// across classes. In Cocoa, this happens to be extremely uncommon (only 1% /// of selectors are "overloaded"). /// At the head of the list it is recorded whether there were 0, 1, or >= 2 /// methods inside categories with a particular selector. GlobalMethodPool MethodPool; /// Method selectors used in a \@selector expression. Used for implementation /// of -Wselector. llvm::MapVector<Selector, SourceLocation> ReferencedSelectors; /// List of SourceLocations where 'self' is implicitly retained inside a /// block. llvm::SmallVector<std::pair<SourceLocation, const BlockDecl *>, 1> ImplicitlyRetainedSelfLocs; /// Kinds of C++ special members. enum CXXSpecialMember { CXXDefaultConstructor, CXXCopyConstructor, CXXMoveConstructor, CXXCopyAssignment, CXXMoveAssignment, CXXDestructor, CXXInvalid }; typedef llvm::PointerIntPair<CXXRecordDecl *, 3, CXXSpecialMember> SpecialMemberDecl; /// The C++ special members which we are currently in the process of /// declaring. If this process recursively triggers the declaration of the /// same special member, we should act as if it is not yet declared. llvm::SmallPtrSet<SpecialMemberDecl, 4> SpecialMembersBeingDeclared; /// Kinds of defaulted comparison operator functions. enum class DefaultedComparisonKind : unsigned char { /// This is not a defaultable comparison operator. None, /// This is an operator== that should be implemented as a series of /// subobject comparisons. Equal, /// This is an operator<=> that should be implemented as a series of /// subobject comparisons. ThreeWay, /// This is an operator!= that should be implemented as a rewrite in terms /// of a == comparison. NotEqual, /// This is an <, <=, >, or >= that should be implemented as a rewrite in /// terms of a <=> comparison. Relational, }; /// The function definitions which were renamed as part of typo-correction /// to match their respective declarations. We want to keep track of them /// to ensure that we don't emit a "redefinition" error if we encounter a /// correctly named definition after the renamed definition. llvm::SmallPtrSet<const NamedDecl *, 4> TypoCorrectedFunctionDefinitions; /// Stack of types that correspond to the parameter entities that are /// currently being copy-initialized. Can be empty. llvm::SmallVector<QualType, 4> CurrentParameterCopyTypes; void ReadMethodPool(Selector Sel); void updateOutOfDateSelector(Selector Sel); /// Private Helper predicate to check for 'self'. bool isSelfExpr(Expr *RExpr); bool isSelfExpr(Expr *RExpr, const ObjCMethodDecl *Method); /// Cause the active diagnostic on the DiagosticsEngine to be /// emitted. This is closely coupled to the SemaDiagnosticBuilder class and /// should not be used elsewhere. void EmitCurrentDiagnostic(unsigned DiagID); /// Records and restores the CurFPFeatures state on entry/exit of compound /// statements. class FPFeaturesStateRAII { public: FPFeaturesStateRAII(Sema &S) : S(S), OldFPFeaturesState(S.CurFPFeatures) { OldOverrides = S.FpPragmaStack.CurrentValue; } ~FPFeaturesStateRAII() { S.CurFPFeatures = OldFPFeaturesState; S.FpPragmaStack.CurrentValue = OldOverrides; } FPOptionsOverride getOverrides() { return OldOverrides; } private: Sema& S; FPOptions OldFPFeaturesState; FPOptionsOverride OldOverrides; }; void addImplicitTypedef(StringRef Name, QualType T); bool WarnedStackExhausted = false; public: Sema(Preprocessor &pp, ASTContext &ctxt, ASTConsumer &consumer, TranslationUnitKind TUKind = TU_Complete, CodeCompleteConsumer *CompletionConsumer = nullptr); ~Sema(); /// Perform initialization that occurs after the parser has been /// initialized but before it parses anything. void Initialize(); const LangOptions &getLangOpts() const { return LangOpts; } OpenCLOptions &getOpenCLOptions() { return OpenCLFeatures; } FPOptions &getCurFPFeatures() { return CurFPFeatures; } DiagnosticsEngine &getDiagnostics() const { return Diags; } SourceManager &getSourceManager() const { return SourceMgr; } Preprocessor &getPreprocessor() const { return PP; } ASTContext &getASTContext() const { return Context; } ASTConsumer &getASTConsumer() const { return Consumer; } ASTMutationListener *getASTMutationListener() const; ExternalSemaSource* getExternalSource() const { return ExternalSource; } ///Registers an external source. If an external source already exists, /// creates a multiplex external source and appends to it. /// ///\param[in] E - A non-null external sema source. /// void addExternalSource(ExternalSemaSource *E); void PrintStats() const; /// Warn that the stack is nearly exhausted. void warnStackExhausted(SourceLocation Loc); /// Run some code with "sufficient" stack space. (Currently, at least 256K is /// guaranteed). Produces a warning if we're low on stack space and allocates /// more in that case. Use this in code that may recurse deeply (for example, /// in template instantiation) to avoid stack overflow. void runWithSufficientStackSpace(SourceLocation Loc, llvm::function_ref<void()> Fn); /// Helper class that creates diagnostics with optional /// template instantiation stacks. /// /// This class provides a wrapper around the basic DiagnosticBuilder /// class that emits diagnostics. ImmediateDiagBuilder is /// responsible for emitting the diagnostic (as DiagnosticBuilder /// does) and, if the diagnostic comes from inside a template /// instantiation, printing the template instantiation stack as /// well. class ImmediateDiagBuilder : public DiagnosticBuilder { Sema &SemaRef; unsigned DiagID; public: ImmediateDiagBuilder(DiagnosticBuilder &DB, Sema &SemaRef, unsigned DiagID) : DiagnosticBuilder(DB), SemaRef(SemaRef), DiagID(DiagID) {} ImmediateDiagBuilder(DiagnosticBuilder &&DB, Sema &SemaRef, unsigned DiagID) : DiagnosticBuilder(DB), SemaRef(SemaRef), DiagID(DiagID) {} // This is a cunning lie. DiagnosticBuilder actually performs move // construction in its copy constructor (but due to varied uses, it's not // possible to conveniently express this as actual move construction). So // the default copy ctor here is fine, because the base class disables the // source anyway, so the user-defined ~ImmediateDiagBuilder is a safe no-op // in that case anwyay. ImmediateDiagBuilder(const ImmediateDiagBuilder &) = default; ~ImmediateDiagBuilder() { // If we aren't active, there is nothing to do. if (!isActive()) return; // Otherwise, we need to emit the diagnostic. First clear the diagnostic // builder itself so it won't emit the diagnostic in its own destructor. // // This seems wasteful, in that as written the DiagnosticBuilder dtor will // do its own needless checks to see if the diagnostic needs to be // emitted. However, because we take care to ensure that the builder // objects never escape, a sufficiently smart compiler will be able to // eliminate that code. Clear(); // Dispatch to Sema to emit the diagnostic. SemaRef.EmitCurrentDiagnostic(DiagID); } /// Teach operator<< to produce an object of the correct type. template <typename T> friend const ImmediateDiagBuilder & operator<<(const ImmediateDiagBuilder &Diag, const T &Value) { const DiagnosticBuilder &BaseDiag = Diag; BaseDiag << Value; return Diag; } // It is necessary to limit this to rvalue reference to avoid calling this // function with a bitfield lvalue argument since non-const reference to // bitfield is not allowed. template <typename T, typename = typename std::enable_if< !std::is_lvalue_reference<T>::value>::type> const ImmediateDiagBuilder &operator<<(T &&V) const { const DiagnosticBuilder &BaseDiag = *this; BaseDiag << std::move(V); return *this; } }; /// A generic diagnostic builder for errors which may or may not be deferred. /// /// In CUDA, there exist constructs (e.g. variable-length arrays, try/catch) /// which are not allowed to appear inside __device__ functions and are /// allowed to appear in __host__ __device__ functions only if the host+device /// function is never codegen'ed. /// /// To handle this, we use the notion of "deferred diagnostics", where we /// attach a diagnostic to a FunctionDecl that's emitted iff it's codegen'ed. /// /// This class lets you emit either a regular diagnostic, a deferred /// diagnostic, or no diagnostic at all, according to an argument you pass to /// its constructor, thus simplifying the process of creating these "maybe /// deferred" diagnostics. class SemaDiagnosticBuilder { public: enum Kind { /// Emit no diagnostics. K_Nop, /// Emit the diagnostic immediately (i.e., behave like Sema::Diag()). K_Immediate, /// Emit the diagnostic immediately, and, if it's a warning or error, also /// emit a call stack showing how this function can be reached by an a /// priori known-emitted function. K_ImmediateWithCallStack, /// Create a deferred diagnostic, which is emitted only if the function /// it's attached to is codegen'ed. Also emit a call stack as with /// K_ImmediateWithCallStack. K_Deferred }; SemaDiagnosticBuilder(Kind K, SourceLocation Loc, unsigned DiagID, FunctionDecl *Fn, Sema &S); SemaDiagnosticBuilder(SemaDiagnosticBuilder &&D); SemaDiagnosticBuilder(const SemaDiagnosticBuilder &) = default; ~SemaDiagnosticBuilder(); bool isImmediate() const { return ImmediateDiag.hasValue(); } /// Convertible to bool: True if we immediately emitted an error, false if /// we didn't emit an error or we created a deferred error. /// /// Example usage: /// /// if (SemaDiagnosticBuilder(...) << foo << bar) /// return ExprError(); /// /// But see CUDADiagIfDeviceCode() and CUDADiagIfHostCode() -- you probably /// want to use these instead of creating a SemaDiagnosticBuilder yourself. operator bool() const { return isImmediate(); } template <typename T> friend const SemaDiagnosticBuilder & operator<<(const SemaDiagnosticBuilder &Diag, const T &Value) { if (Diag.ImmediateDiag.hasValue()) *Diag.ImmediateDiag << Value; else if (Diag.PartialDiagId.hasValue()) Diag.S.DeviceDeferredDiags[Diag.Fn][*Diag.PartialDiagId].second << Value; return Diag; } // It is necessary to limit this to rvalue reference to avoid calling this // function with a bitfield lvalue argument since non-const reference to // bitfield is not allowed. template <typename T, typename = typename std::enable_if< !std::is_lvalue_reference<T>::value>::type> const SemaDiagnosticBuilder &operator<<(T &&V) const { if (ImmediateDiag.hasValue()) *ImmediateDiag << std::move(V); else if (PartialDiagId.hasValue()) S.DeviceDeferredDiags[Fn][*PartialDiagId].second << std::move(V); return *this; } friend const SemaDiagnosticBuilder & operator<<(const SemaDiagnosticBuilder &Diag, const PartialDiagnostic &PD) { if (Diag.ImmediateDiag.hasValue()) PD.Emit(*Diag.ImmediateDiag); else if (Diag.PartialDiagId.hasValue()) Diag.S.DeviceDeferredDiags[Diag.Fn][*Diag.PartialDiagId].second = PD; return Diag; } void AddFixItHint(const FixItHint &Hint) const { if (ImmediateDiag.hasValue()) ImmediateDiag->AddFixItHint(Hint); else if (PartialDiagId.hasValue()) S.DeviceDeferredDiags[Fn][*PartialDiagId].second.AddFixItHint(Hint); } friend ExprResult ExprError(const SemaDiagnosticBuilder &) { return ExprError(); } friend StmtResult StmtError(const SemaDiagnosticBuilder &) { return StmtError(); } operator ExprResult() const { return ExprError(); } operator StmtResult() const { return StmtError(); } operator TypeResult() const { return TypeError(); } operator DeclResult() const { return DeclResult(true); } operator MemInitResult() const { return MemInitResult(true); } private: Sema &S; SourceLocation Loc; unsigned DiagID; FunctionDecl *Fn; bool ShowCallStack; // Invariant: At most one of these Optionals has a value. // FIXME: Switch these to a Variant once that exists. llvm::Optional<ImmediateDiagBuilder> ImmediateDiag; llvm::Optional<unsigned> PartialDiagId; }; /// Is the last error level diagnostic immediate. This is used to determined /// whether the next info diagnostic should be immediate. bool IsLastErrorImmediate = true; /// Emit a diagnostic. SemaDiagnosticBuilder Diag(SourceLocation Loc, unsigned DiagID, bool DeferHint = false); /// Emit a partial diagnostic. SemaDiagnosticBuilder Diag(SourceLocation Loc, const PartialDiagnostic &PD, bool DeferHint = false); /// Build a partial diagnostic. PartialDiagnostic PDiag(unsigned DiagID = 0); // in SemaInternal.h /// Whether uncompilable error has occurred. This includes error happens /// in deferred diagnostics. bool hasUncompilableErrorOccurred() const; bool findMacroSpelling(SourceLocation &loc, StringRef name); /// Get a string to suggest for zero-initialization of a type. std::string getFixItZeroInitializerForType(QualType T, SourceLocation Loc) const; std::string getFixItZeroLiteralForType(QualType T, SourceLocation Loc) const; /// Calls \c Lexer::getLocForEndOfToken() SourceLocation getLocForEndOfToken(SourceLocation Loc, unsigned Offset = 0); /// Retrieve the module loader associated with the preprocessor. ModuleLoader &getModuleLoader() const; /// Invent a new identifier for parameters of abbreviated templates. IdentifierInfo * InventAbbreviatedTemplateParameterTypeName(IdentifierInfo *ParamName, unsigned Index); void emitAndClearUnusedLocalTypedefWarnings(); private: /// Function or variable declarations to be checked for whether the deferred /// diagnostics should be emitted. SmallVector<Decl *, 4> DeclsToCheckForDeferredDiags; public: // Emit all deferred diagnostics. void emitDeferredDiags(); enum TUFragmentKind { /// The global module fragment, between 'module;' and a module-declaration. Global, /// A normal translation unit fragment. For a non-module unit, this is the /// entire translation unit. Otherwise, it runs from the module-declaration /// to the private-module-fragment (if any) or the end of the TU (if not). Normal, /// The private module fragment, between 'module :private;' and the end of /// the translation unit. Private }; void ActOnStartOfTranslationUnit(); void ActOnEndOfTranslationUnit(); void ActOnEndOfTranslationUnitFragment(TUFragmentKind Kind); void CheckDelegatingCtorCycles(); Scope *getScopeForContext(DeclContext *Ctx); void PushFunctionScope(); void PushBlockScope(Scope *BlockScope, BlockDecl *Block); sema::LambdaScopeInfo *PushLambdaScope(); /// This is used to inform Sema what the current TemplateParameterDepth /// is during Parsing. Currently it is used to pass on the depth /// when parsing generic lambda 'auto' parameters. void RecordParsingTemplateParameterDepth(unsigned Depth); void PushCapturedRegionScope(Scope *RegionScope, CapturedDecl *CD, RecordDecl *RD, CapturedRegionKind K, unsigned OpenMPCaptureLevel = 0); /// Custom deleter to allow FunctionScopeInfos to be kept alive for a short /// time after they've been popped. class PoppedFunctionScopeDeleter { Sema *Self; public: explicit PoppedFunctionScopeDeleter(Sema *Self) : Self(Self) {} void operator()(sema::FunctionScopeInfo *Scope) const; }; using PoppedFunctionScopePtr = std::unique_ptr<sema::FunctionScopeInfo, PoppedFunctionScopeDeleter>; PoppedFunctionScopePtr PopFunctionScopeInfo(const sema::AnalysisBasedWarnings::Policy *WP = nullptr, const Decl *D = nullptr, QualType BlockType = QualType()); sema::FunctionScopeInfo *getCurFunction() const { return FunctionScopes.empty() ? nullptr : FunctionScopes.back(); } sema::FunctionScopeInfo *getEnclosingFunction() const; void setFunctionHasBranchIntoScope(); void setFunctionHasBranchProtectedScope(); void setFunctionHasIndirectGoto(); void PushCompoundScope(bool IsStmtExpr); void PopCompoundScope(); sema::CompoundScopeInfo &getCurCompoundScope() const; bool hasAnyUnrecoverableErrorsInThisFunction() const; /// Retrieve the current block, if any. sema::BlockScopeInfo *getCurBlock(); /// Get the innermost lambda enclosing the current location, if any. This /// looks through intervening non-lambda scopes such as local functions and /// blocks. sema::LambdaScopeInfo *getEnclosingLambda() const; /// Retrieve the current lambda scope info, if any. /// \param IgnoreNonLambdaCapturingScope true if should find the top-most /// lambda scope info ignoring all inner capturing scopes that are not /// lambda scopes. sema::LambdaScopeInfo * getCurLambda(bool IgnoreNonLambdaCapturingScope = false); /// Retrieve the current generic lambda info, if any. sema::LambdaScopeInfo *getCurGenericLambda(); /// Retrieve the current captured region, if any. sema::CapturedRegionScopeInfo *getCurCapturedRegion(); /// WeakTopLevelDeclDecls - access to \#pragma weak-generated Decls SmallVectorImpl<Decl *> &WeakTopLevelDecls() { return WeakTopLevelDecl; } /// Called before parsing a function declarator belonging to a function /// declaration. void ActOnStartFunctionDeclarationDeclarator(Declarator &D, unsigned TemplateParameterDepth); /// Called after parsing a function declarator belonging to a function /// declaration. void ActOnFinishFunctionDeclarationDeclarator(Declarator &D); void ActOnComment(SourceRange Comment); //===--------------------------------------------------------------------===// // Type Analysis / Processing: SemaType.cpp. // QualType BuildQualifiedType(QualType T, SourceLocation Loc, Qualifiers Qs, const DeclSpec *DS = nullptr); QualType BuildQualifiedType(QualType T, SourceLocation Loc, unsigned CVRA, const DeclSpec *DS = nullptr); QualType BuildPointerType(QualType T, SourceLocation Loc, DeclarationName Entity); QualType BuildReferenceType(QualType T, bool LValueRef, SourceLocation Loc, DeclarationName Entity); QualType BuildArrayType(QualType T, ArrayType::ArraySizeModifier ASM, Expr *ArraySize, unsigned Quals, SourceRange Brackets, DeclarationName Entity); QualType BuildVectorType(QualType T, Expr *VecSize, SourceLocation AttrLoc); QualType BuildExtVectorType(QualType T, Expr *ArraySize, SourceLocation AttrLoc); QualType BuildMatrixType(QualType T, Expr *NumRows, Expr *NumColumns, SourceLocation AttrLoc); QualType BuildAddressSpaceAttr(QualType &T, LangAS ASIdx, Expr *AddrSpace, SourceLocation AttrLoc); /// Same as above, but constructs the AddressSpace index if not provided. QualType BuildAddressSpaceAttr(QualType &T, Expr *AddrSpace, SourceLocation AttrLoc); bool CheckQualifiedFunctionForTypeId(QualType T, SourceLocation Loc); bool CheckFunctionReturnType(QualType T, SourceLocation Loc); /// Build a function type. /// /// This routine checks the function type according to C++ rules and /// under the assumption that the result type and parameter types have /// just been instantiated from a template. It therefore duplicates /// some of the behavior of GetTypeForDeclarator, but in a much /// simpler form that is only suitable for this narrow use case. /// /// \param T The return type of the function. /// /// \param ParamTypes The parameter types of the function. This array /// will be modified to account for adjustments to the types of the /// function parameters. /// /// \param Loc The location of the entity whose type involves this /// function type or, if there is no such entity, the location of the /// type that will have function type. /// /// \param Entity The name of the entity that involves the function /// type, if known. /// /// \param EPI Extra information about the function type. Usually this will /// be taken from an existing function with the same prototype. /// /// \returns A suitable function type, if there are no errors. The /// unqualified type will always be a FunctionProtoType. /// Otherwise, returns a NULL type. QualType BuildFunctionType(QualType T, MutableArrayRef<QualType> ParamTypes, SourceLocation Loc, DeclarationName Entity, const FunctionProtoType::ExtProtoInfo &EPI); QualType BuildMemberPointerType(QualType T, QualType Class, SourceLocation Loc, DeclarationName Entity); QualType BuildBlockPointerType(QualType T, SourceLocation Loc, DeclarationName Entity); QualType BuildParenType(QualType T); QualType BuildAtomicType(QualType T, SourceLocation Loc); QualType BuildReadPipeType(QualType T, SourceLocation Loc); QualType BuildWritePipeType(QualType T, SourceLocation Loc); QualType BuildExtIntType(bool IsUnsigned, Expr *BitWidth, SourceLocation Loc); TypeSourceInfo *GetTypeForDeclarator(Declarator &D, Scope *S); TypeSourceInfo *GetTypeForDeclaratorCast(Declarator &D, QualType FromTy); /// Package the given type and TSI into a ParsedType. ParsedType CreateParsedType(QualType T, TypeSourceInfo *TInfo); DeclarationNameInfo GetNameForDeclarator(Declarator &D); DeclarationNameInfo GetNameFromUnqualifiedId(const UnqualifiedId &Name); static QualType GetTypeFromParser(ParsedType Ty, TypeSourceInfo **TInfo = nullptr); CanThrowResult canThrow(const Stmt *E); /// Determine whether the callee of a particular function call can throw. /// E, D and Loc are all optional. static CanThrowResult canCalleeThrow(Sema &S, const Expr *E, const Decl *D, SourceLocation Loc = SourceLocation()); const FunctionProtoType *ResolveExceptionSpec(SourceLocation Loc, const FunctionProtoType *FPT); void UpdateExceptionSpec(FunctionDecl *FD, const FunctionProtoType::ExceptionSpecInfo &ESI); bool CheckSpecifiedExceptionType(QualType &T, SourceRange Range); bool CheckDistantExceptionSpec(QualType T); bool CheckEquivalentExceptionSpec(FunctionDecl *Old, FunctionDecl *New); bool CheckEquivalentExceptionSpec( const FunctionProtoType *Old, SourceLocation OldLoc, const FunctionProtoType *New, SourceLocation NewLoc); bool CheckEquivalentExceptionSpec( const PartialDiagnostic &DiagID, const PartialDiagnostic & NoteID, const FunctionProtoType *Old, SourceLocation OldLoc, const FunctionProtoType *New, SourceLocation NewLoc); bool handlerCanCatch(QualType HandlerType, QualType ExceptionType); bool CheckExceptionSpecSubset(const PartialDiagnostic &DiagID, const PartialDiagnostic &NestedDiagID, const PartialDiagnostic &NoteID, const PartialDiagnostic &NoThrowDiagID, const FunctionProtoType *Superset, SourceLocation SuperLoc, const FunctionProtoType *Subset, SourceLocation SubLoc); bool CheckParamExceptionSpec(const PartialDiagnostic &NestedDiagID, const PartialDiagnostic &NoteID, const FunctionProtoType *Target, SourceLocation TargetLoc, const FunctionProtoType *Source, SourceLocation SourceLoc); TypeResult ActOnTypeName(Scope *S, Declarator &D); /// The parser has parsed the context-sensitive type 'instancetype' /// in an Objective-C message declaration. Return the appropriate type. ParsedType ActOnObjCInstanceType(SourceLocation Loc); /// Abstract class used to diagnose incomplete types. struct TypeDiagnoser { TypeDiagnoser() {} virtual void diagnose(Sema &S, SourceLocation Loc, QualType T) = 0; virtual ~TypeDiagnoser() {} }; static int getPrintable(int I) { return I; } static unsigned getPrintable(unsigned I) { return I; } static bool getPrintable(bool B) { return B; } static const char * getPrintable(const char *S) { return S; } static StringRef getPrintable(StringRef S) { return S; } static const std::string &getPrintable(const std::string &S) { return S; } static const IdentifierInfo *getPrintable(const IdentifierInfo *II) { return II; } static DeclarationName getPrintable(DeclarationName N) { return N; } static QualType getPrintable(QualType T) { return T; } static SourceRange getPrintable(SourceRange R) { return R; } static SourceRange getPrintable(SourceLocation L) { return L; } static SourceRange getPrintable(const Expr *E) { return E->getSourceRange(); } static SourceRange getPrintable(TypeLoc TL) { return TL.getSourceRange();} template <typename... Ts> class BoundTypeDiagnoser : public TypeDiagnoser { protected: unsigned DiagID; std::tuple<const Ts &...> Args; template <std::size_t... Is> void emit(const SemaDiagnosticBuilder &DB, std::index_sequence<Is...>) const { // Apply all tuple elements to the builder in order. bool Dummy[] = {false, (DB << getPrintable(std::get<Is>(Args)))...}; (void)Dummy; } public: BoundTypeDiagnoser(unsigned DiagID, const Ts &...Args) : TypeDiagnoser(), DiagID(DiagID), Args(Args...) { assert(DiagID != 0 && "no diagnostic for type diagnoser"); } void diagnose(Sema &S, SourceLocation Loc, QualType T) override { const SemaDiagnosticBuilder &DB = S.Diag(Loc, DiagID); emit(DB, std::index_sequence_for<Ts...>()); DB << T; } }; /// Do a check to make sure \p Name looks like a legal argument for the /// swift_name attribute applied to decl \p D. Raise a diagnostic if the name /// is invalid for the given declaration. /// /// \p AL is used to provide caret diagnostics in case of a malformed name. /// /// \returns true if the name is a valid swift name for \p D, false otherwise. bool DiagnoseSwiftName(Decl *D, StringRef Name, SourceLocation Loc, const ParsedAttr &AL, bool IsAsync); /// A derivative of BoundTypeDiagnoser for which the diagnostic's type /// parameter is preceded by a 0/1 enum that is 1 if the type is sizeless. /// For example, a diagnostic with no other parameters would generally have /// the form "...%select{incomplete|sizeless}0 type %1...". template <typename... Ts> class SizelessTypeDiagnoser : public BoundTypeDiagnoser<Ts...> { public: SizelessTypeDiagnoser(unsigned DiagID, const Ts &... Args) : BoundTypeDiagnoser<Ts...>(DiagID, Args...) {} void diagnose(Sema &S, SourceLocation Loc, QualType T) override { const SemaDiagnosticBuilder &DB = S.Diag(Loc, this->DiagID); this->emit(DB, std::index_sequence_for<Ts...>()); DB << T->isSizelessType() << T; } }; enum class CompleteTypeKind { /// Apply the normal rules for complete types. In particular, /// treat all sizeless types as incomplete. Normal, /// Relax the normal rules for complete types so that they include /// sizeless built-in types. AcceptSizeless, // FIXME: Eventually we should flip the default to Normal and opt in // to AcceptSizeless rather than opt out of it. Default = AcceptSizeless }; private: /// Methods for marking which expressions involve dereferencing a pointer /// marked with the 'noderef' attribute. Expressions are checked bottom up as /// they are parsed, meaning that a noderef pointer may not be accessed. For /// example, in `&*p` where `p` is a noderef pointer, we will first parse the /// `*p`, but need to check that `address of` is called on it. This requires /// keeping a container of all pending expressions and checking if the address /// of them are eventually taken. void CheckSubscriptAccessOfNoDeref(const ArraySubscriptExpr *E); void CheckAddressOfNoDeref(const Expr *E); void CheckMemberAccessOfNoDeref(const MemberExpr *E); bool RequireCompleteTypeImpl(SourceLocation Loc, QualType T, CompleteTypeKind Kind, TypeDiagnoser *Diagnoser); struct ModuleScope { SourceLocation BeginLoc; clang::Module *Module = nullptr; bool ModuleInterface = false; bool ImplicitGlobalModuleFragment = false; VisibleModuleSet OuterVisibleModules; }; /// The modules we're currently parsing. llvm::SmallVector<ModuleScope, 16> ModuleScopes; /// Namespace definitions that we will export when they finish. llvm::SmallPtrSet<const NamespaceDecl*, 8> DeferredExportedNamespaces; /// Get the module whose scope we are currently within. Module *getCurrentModule() const { return ModuleScopes.empty() ? nullptr : ModuleScopes.back().Module; } VisibleModuleSet VisibleModules; public: /// Get the module owning an entity. Module *getOwningModule(const Decl *Entity) { return Entity->getOwningModule(); } /// Make a merged definition of an existing hidden definition \p ND /// visible at the specified location. void makeMergedDefinitionVisible(NamedDecl *ND); bool isModuleVisible(const Module *M, bool ModulePrivate = false); // When loading a non-modular PCH files, this is used to restore module // visibility. void makeModuleVisible(Module *Mod, SourceLocation ImportLoc) { VisibleModules.setVisible(Mod, ImportLoc); } /// Determine whether a declaration is visible to name lookup. bool isVisible(const NamedDecl *D) { return D->isUnconditionallyVisible() || isVisibleSlow(D); } /// Determine whether any declaration of an entity is visible. bool hasVisibleDeclaration(const NamedDecl *D, llvm::SmallVectorImpl<Module *> *Modules = nullptr) { return isVisible(D) || hasVisibleDeclarationSlow(D, Modules); } bool hasVisibleDeclarationSlow(const NamedDecl *D, llvm::SmallVectorImpl<Module *> *Modules); bool hasVisibleMergedDefinition(NamedDecl *Def); bool hasMergedDefinitionInCurrentModule(NamedDecl *Def); /// Determine if \p D and \p Suggested have a structurally compatible /// layout as described in C11 6.2.7/1. bool hasStructuralCompatLayout(Decl *D, Decl *Suggested); /// Determine if \p D has a visible definition. If not, suggest a declaration /// that should be made visible to expose the definition. bool hasVisibleDefinition(NamedDecl *D, NamedDecl **Suggested, bool OnlyNeedComplete = false); bool hasVisibleDefinition(const NamedDecl *D) { NamedDecl *Hidden; return hasVisibleDefinition(const_cast<NamedDecl*>(D), &Hidden); } /// Determine if the template parameter \p D has a visible default argument. bool hasVisibleDefaultArgument(const NamedDecl *D, llvm::SmallVectorImpl<Module *> *Modules = nullptr); /// Determine if there is a visible declaration of \p D that is an explicit /// specialization declaration for a specialization of a template. (For a /// member specialization, use hasVisibleMemberSpecialization.) bool hasVisibleExplicitSpecialization( const NamedDecl *D, llvm::SmallVectorImpl<Module *> *Modules = nullptr); /// Determine if there is a visible declaration of \p D that is a member /// specialization declaration (as opposed to an instantiated declaration). bool hasVisibleMemberSpecialization( const NamedDecl *D, llvm::SmallVectorImpl<Module *> *Modules = nullptr); /// Determine if \p A and \p B are equivalent internal linkage declarations /// from different modules, and thus an ambiguity error can be downgraded to /// an extension warning. bool isEquivalentInternalLinkageDeclaration(const NamedDecl *A, const NamedDecl *B); void diagnoseEquivalentInternalLinkageDeclarations( SourceLocation Loc, const NamedDecl *D, ArrayRef<const NamedDecl *> Equiv); bool isUsualDeallocationFunction(const CXXMethodDecl *FD); bool isCompleteType(SourceLocation Loc, QualType T, CompleteTypeKind Kind = CompleteTypeKind::Default) { return !RequireCompleteTypeImpl(Loc, T, Kind, nullptr); } bool RequireCompleteType(SourceLocation Loc, QualType T, CompleteTypeKind Kind, TypeDiagnoser &Diagnoser); bool RequireCompleteType(SourceLocation Loc, QualType T, CompleteTypeKind Kind, unsigned DiagID); bool RequireCompleteType(SourceLocation Loc, QualType T, TypeDiagnoser &Diagnoser) { return RequireCompleteType(Loc, T, CompleteTypeKind::Default, Diagnoser); } bool RequireCompleteType(SourceLocation Loc, QualType T, unsigned DiagID) { return RequireCompleteType(Loc, T, CompleteTypeKind::Default, DiagID); } template <typename... Ts> bool RequireCompleteType(SourceLocation Loc, QualType T, unsigned DiagID, const Ts &...Args) { BoundTypeDiagnoser<Ts...> Diagnoser(DiagID, Args...); return RequireCompleteType(Loc, T, Diagnoser); } template <typename... Ts> bool RequireCompleteSizedType(SourceLocation Loc, QualType T, unsigned DiagID, const Ts &... Args) { SizelessTypeDiagnoser<Ts...> Diagnoser(DiagID, Args...); return RequireCompleteType(Loc, T, CompleteTypeKind::Normal, Diagnoser); } /// Get the type of expression E, triggering instantiation to complete the /// type if necessary -- that is, if the expression refers to a templated /// static data member of incomplete array type. /// /// May still return an incomplete type if instantiation was not possible or /// if the type is incomplete for a different reason. Use /// RequireCompleteExprType instead if a diagnostic is expected for an /// incomplete expression type. QualType getCompletedType(Expr *E); void completeExprArrayBound(Expr *E); bool RequireCompleteExprType(Expr *E, CompleteTypeKind Kind, TypeDiagnoser &Diagnoser); bool RequireCompleteExprType(Expr *E, unsigned DiagID); template <typename... Ts> bool RequireCompleteExprType(Expr *E, unsigned DiagID, const Ts &...Args) { BoundTypeDiagnoser<Ts...> Diagnoser(DiagID, Args...); return RequireCompleteExprType(E, CompleteTypeKind::Default, Diagnoser); } template <typename... Ts> bool RequireCompleteSizedExprType(Expr *E, unsigned DiagID, const Ts &... Args) { SizelessTypeDiagnoser<Ts...> Diagnoser(DiagID, Args...); return RequireCompleteExprType(E, CompleteTypeKind::Normal, Diagnoser); } bool RequireLiteralType(SourceLocation Loc, QualType T, TypeDiagnoser &Diagnoser); bool RequireLiteralType(SourceLocation Loc, QualType T, unsigned DiagID); template <typename... Ts> bool RequireLiteralType(SourceLocation Loc, QualType T, unsigned DiagID, const Ts &...Args) { BoundTypeDiagnoser<Ts...> Diagnoser(DiagID, Args...); return RequireLiteralType(Loc, T, Diagnoser); } QualType getElaboratedType(ElaboratedTypeKeyword Keyword, const CXXScopeSpec &SS, QualType T, TagDecl *OwnedTagDecl = nullptr); QualType BuildTypeofExprType(Expr *E, SourceLocation Loc); /// If AsUnevaluated is false, E is treated as though it were an evaluated /// context, such as when building a type for decltype(auto). QualType BuildDecltypeType(Expr *E, SourceLocation Loc, bool AsUnevaluated = true); QualType BuildUnaryTransformType(QualType BaseType, UnaryTransformType::UTTKind UKind, SourceLocation Loc); //===--------------------------------------------------------------------===// // Symbol table / Decl tracking callbacks: SemaDecl.cpp. // struct SkipBodyInfo { SkipBodyInfo() : ShouldSkip(false), CheckSameAsPrevious(false), Previous(nullptr), New(nullptr) {} bool ShouldSkip; bool CheckSameAsPrevious; NamedDecl *Previous; NamedDecl *New; }; DeclGroupPtrTy ConvertDeclToDeclGroup(Decl *Ptr, Decl *OwnedType = nullptr); void DiagnoseUseOfUnimplementedSelectors(); bool isSimpleTypeSpecifier(tok::TokenKind Kind) const; ParsedType getTypeName(const IdentifierInfo &II, SourceLocation NameLoc, Scope *S, CXXScopeSpec *SS = nullptr, bool isClassName = false, bool HasTrailingDot = false, ParsedType ObjectType = nullptr, bool IsCtorOrDtorName = false, bool WantNontrivialTypeSourceInfo = false, bool IsClassTemplateDeductionContext = true, IdentifierInfo **CorrectedII = nullptr); TypeSpecifierType isTagName(IdentifierInfo &II, Scope *S); bool isMicrosoftMissingTypename(const CXXScopeSpec *SS, Scope *S); void DiagnoseUnknownTypeName(IdentifierInfo *&II, SourceLocation IILoc, Scope *S, CXXScopeSpec *SS, ParsedType &SuggestedType, bool IsTemplateName = false); /// Attempt to behave like MSVC in situations where lookup of an unqualified /// type name has failed in a dependent context. In these situations, we /// automatically form a DependentTypeName that will retry lookup in a related /// scope during instantiation. ParsedType ActOnMSVCUnknownTypeName(const IdentifierInfo &II, SourceLocation NameLoc, bool IsTemplateTypeArg); /// Describes the result of the name lookup and resolution performed /// by \c ClassifyName(). enum NameClassificationKind { /// This name is not a type or template in this context, but might be /// something else. NC_Unknown, /// Classification failed; an error has been produced. NC_Error, /// The name has been typo-corrected to a keyword. NC_Keyword, /// The name was classified as a type. NC_Type, /// The name was classified as a specific non-type, non-template /// declaration. ActOnNameClassifiedAsNonType should be called to /// convert the declaration to an expression. NC_NonType, /// The name was classified as an ADL-only function name. /// ActOnNameClassifiedAsUndeclaredNonType should be called to convert the /// result to an expression. NC_UndeclaredNonType, /// The name denotes a member of a dependent type that could not be /// resolved. ActOnNameClassifiedAsDependentNonType should be called to /// convert the result to an expression. NC_DependentNonType, /// The name was classified as an overload set, and an expression /// representing that overload set has been formed. /// ActOnNameClassifiedAsOverloadSet should be called to form a suitable /// expression referencing the overload set. NC_OverloadSet, /// The name was classified as a template whose specializations are types. NC_TypeTemplate, /// The name was classified as a variable template name. NC_VarTemplate, /// The name was classified as a function template name. NC_FunctionTemplate, /// The name was classified as an ADL-only function template name. NC_UndeclaredTemplate, /// The name was classified as a concept name. NC_Concept, }; class NameClassification { NameClassificationKind Kind; union { ExprResult Expr; NamedDecl *NonTypeDecl; TemplateName Template; ParsedType Type; }; explicit NameClassification(NameClassificationKind Kind) : Kind(Kind) {} public: NameClassification(ParsedType Type) : Kind(NC_Type), Type(Type) {} NameClassification(const IdentifierInfo *Keyword) : Kind(NC_Keyword) {} static NameClassification Error() { return NameClassification(NC_Error); } static NameClassification Unknown() { return NameClassification(NC_Unknown); } static NameClassification OverloadSet(ExprResult E) { NameClassification Result(NC_OverloadSet); Result.Expr = E; return Result; } static NameClassification NonType(NamedDecl *D) { NameClassification Result(NC_NonType); Result.NonTypeDecl = D; return Result; } static NameClassification UndeclaredNonType() { return NameClassification(NC_UndeclaredNonType); } static NameClassification DependentNonType() { return NameClassification(NC_DependentNonType); } static NameClassification TypeTemplate(TemplateName Name) { NameClassification Result(NC_TypeTemplate); Result.Template = Name; return Result; } static NameClassification VarTemplate(TemplateName Name) { NameClassification Result(NC_VarTemplate); Result.Template = Name; return Result; } static NameClassification FunctionTemplate(TemplateName Name) { NameClassification Result(NC_FunctionTemplate); Result.Template = Name; return Result; } static NameClassification Concept(TemplateName Name) { NameClassification Result(NC_Concept); Result.Template = Name; return Result; } static NameClassification UndeclaredTemplate(TemplateName Name) { NameClassification Result(NC_UndeclaredTemplate); Result.Template = Name; return Result; } NameClassificationKind getKind() const { return Kind; } ExprResult getExpression() const { assert(Kind == NC_OverloadSet); return Expr; } ParsedType getType() const { assert(Kind == NC_Type); return Type; } NamedDecl *getNonTypeDecl() const { assert(Kind == NC_NonType); return NonTypeDecl; } TemplateName getTemplateName() const { assert(Kind == NC_TypeTemplate || Kind == NC_FunctionTemplate || Kind == NC_VarTemplate || Kind == NC_Concept || Kind == NC_UndeclaredTemplate); return Template; } TemplateNameKind getTemplateNameKind() const { switch (Kind) { case NC_TypeTemplate: return TNK_Type_template; case NC_FunctionTemplate: return TNK_Function_template; case NC_VarTemplate: return TNK_Var_template; case NC_Concept: return TNK_Concept_template; case NC_UndeclaredTemplate: return TNK_Undeclared_template; default: llvm_unreachable("unsupported name classification."); } } }; /// Perform name lookup on the given name, classifying it based on /// the results of name lookup and the following token. /// /// This routine is used by the parser to resolve identifiers and help direct /// parsing. When the identifier cannot be found, this routine will attempt /// to correct the typo and classify based on the resulting name. /// /// \param S The scope in which we're performing name lookup. /// /// \param SS The nested-name-specifier that precedes the name. /// /// \param Name The identifier. If typo correction finds an alternative name, /// this pointer parameter will be updated accordingly. /// /// \param NameLoc The location of the identifier. /// /// \param NextToken The token following the identifier. Used to help /// disambiguate the name. /// /// \param CCC The correction callback, if typo correction is desired. NameClassification ClassifyName(Scope *S, CXXScopeSpec &SS, IdentifierInfo *&Name, SourceLocation NameLoc, const Token &NextToken, CorrectionCandidateCallback *CCC = nullptr); /// Act on the result of classifying a name as an undeclared (ADL-only) /// non-type declaration. ExprResult ActOnNameClassifiedAsUndeclaredNonType(IdentifierInfo *Name, SourceLocation NameLoc); /// Act on the result of classifying a name as an undeclared member of a /// dependent base class. ExprResult ActOnNameClassifiedAsDependentNonType(const CXXScopeSpec &SS, IdentifierInfo *Name, SourceLocation NameLoc, bool IsAddressOfOperand); /// Act on the result of classifying a name as a specific non-type /// declaration. ExprResult ActOnNameClassifiedAsNonType(Scope *S, const CXXScopeSpec &SS, NamedDecl *Found, SourceLocation NameLoc, const Token &NextToken); /// Act on the result of classifying a name as an overload set. ExprResult ActOnNameClassifiedAsOverloadSet(Scope *S, Expr *OverloadSet); /// Describes the detailed kind of a template name. Used in diagnostics. enum class TemplateNameKindForDiagnostics { ClassTemplate, FunctionTemplate, VarTemplate, AliasTemplate, TemplateTemplateParam, Concept, DependentTemplate }; TemplateNameKindForDiagnostics getTemplateNameKindForDiagnostics(TemplateName Name); /// Determine whether it's plausible that E was intended to be a /// template-name. bool mightBeIntendedToBeTemplateName(ExprResult E, bool &Dependent) { if (!getLangOpts().CPlusPlus || E.isInvalid()) return false; Dependent = false; if (auto *DRE = dyn_cast<DeclRefExpr>(E.get())) return !DRE->hasExplicitTemplateArgs(); if (auto *ME = dyn_cast<MemberExpr>(E.get())) return !ME->hasExplicitTemplateArgs(); Dependent = true; if (auto *DSDRE = dyn_cast<DependentScopeDeclRefExpr>(E.get())) return !DSDRE->hasExplicitTemplateArgs(); if (auto *DSME = dyn_cast<CXXDependentScopeMemberExpr>(E.get())) return !DSME->hasExplicitTemplateArgs(); // Any additional cases recognized here should also be handled by // diagnoseExprIntendedAsTemplateName. return false; } void diagnoseExprIntendedAsTemplateName(Scope *S, ExprResult TemplateName, SourceLocation Less, SourceLocation Greater); Decl *ActOnDeclarator(Scope *S, Declarator &D); NamedDecl *HandleDeclarator(Scope *S, Declarator &D, MultiTemplateParamsArg TemplateParameterLists); void RegisterLocallyScopedExternCDecl(NamedDecl *ND, Scope *S); bool DiagnoseClassNameShadow(DeclContext *DC, DeclarationNameInfo Info); bool diagnoseQualifiedDeclaration(CXXScopeSpec &SS, DeclContext *DC, DeclarationName Name, SourceLocation Loc, bool IsTemplateId); void diagnoseIgnoredQualifiers(unsigned DiagID, unsigned Quals, SourceLocation FallbackLoc, SourceLocation ConstQualLoc = SourceLocation(), SourceLocation VolatileQualLoc = SourceLocation(), SourceLocation RestrictQualLoc = SourceLocation(), SourceLocation AtomicQualLoc = SourceLocation(), SourceLocation UnalignedQualLoc = SourceLocation()); static bool adjustContextForLocalExternDecl(DeclContext *&DC); void DiagnoseFunctionSpecifiers(const DeclSpec &DS); NamedDecl *getShadowedDeclaration(const TypedefNameDecl *D, const LookupResult &R); NamedDecl *getShadowedDeclaration(const VarDecl *D, const LookupResult &R); void CheckShadow(NamedDecl *D, NamedDecl *ShadowedDecl, const LookupResult &R); void CheckShadow(Scope *S, VarDecl *D); /// Warn if 'E', which is an expression that is about to be modified, refers /// to a shadowing declaration. void CheckShadowingDeclModification(Expr *E, SourceLocation Loc); void DiagnoseShadowingLambdaDecls(const sema::LambdaScopeInfo *LSI); private: /// Map of current shadowing declarations to shadowed declarations. Warn if /// it looks like the user is trying to modify the shadowing declaration. llvm::DenseMap<const NamedDecl *, const NamedDecl *> ShadowingDecls; public: void CheckCastAlign(Expr *Op, QualType T, SourceRange TRange); void handleTagNumbering(const TagDecl *Tag, Scope *TagScope); void setTagNameForLinkagePurposes(TagDecl *TagFromDeclSpec, TypedefNameDecl *NewTD); void CheckTypedefForVariablyModifiedType(Scope *S, TypedefNameDecl *D); NamedDecl* ActOnTypedefDeclarator(Scope* S, Declarator& D, DeclContext* DC, TypeSourceInfo *TInfo, LookupResult &Previous); NamedDecl* ActOnTypedefNameDecl(Scope* S, DeclContext* DC, TypedefNameDecl *D, LookupResult &Previous, bool &Redeclaration); NamedDecl *ActOnVariableDeclarator(Scope *S, Declarator &D, DeclContext *DC, TypeSourceInfo *TInfo, LookupResult &Previous, MultiTemplateParamsArg TemplateParamLists, bool &AddToScope, ArrayRef<BindingDecl *> Bindings = None); NamedDecl * ActOnDecompositionDeclarator(Scope *S, Declarator &D, MultiTemplateParamsArg TemplateParamLists); // Returns true if the variable declaration is a redeclaration bool CheckVariableDeclaration(VarDecl *NewVD, LookupResult &Previous); void CheckVariableDeclarationType(VarDecl *NewVD); bool DeduceVariableDeclarationType(VarDecl *VDecl, bool DirectInit, Expr *Init); void CheckCompleteVariableDeclaration(VarDecl *VD); void CheckCompleteDecompositionDeclaration(DecompositionDecl *DD); void MaybeSuggestAddingStaticToDecl(const FunctionDecl *D); NamedDecl* ActOnFunctionDeclarator(Scope* S, Declarator& D, DeclContext* DC, TypeSourceInfo *TInfo, LookupResult &Previous, MultiTemplateParamsArg TemplateParamLists, bool &AddToScope); bool AddOverriddenMethods(CXXRecordDecl *DC, CXXMethodDecl *MD); enum class CheckConstexprKind { /// Diagnose issues that are non-constant or that are extensions. Diagnose, /// Identify whether this function satisfies the formal rules for constexpr /// functions in the current lanugage mode (with no extensions). CheckValid }; bool CheckConstexprFunctionDefinition(const FunctionDecl *FD, CheckConstexprKind Kind); void DiagnoseHiddenVirtualMethods(CXXMethodDecl *MD); void FindHiddenVirtualMethods(CXXMethodDecl *MD, SmallVectorImpl<CXXMethodDecl*> &OverloadedMethods); void NoteHiddenVirtualMethods(CXXMethodDecl *MD, SmallVectorImpl<CXXMethodDecl*> &OverloadedMethods); // Returns true if the function declaration is a redeclaration bool CheckFunctionDeclaration(Scope *S, FunctionDecl *NewFD, LookupResult &Previous, bool IsMemberSpecialization); bool shouldLinkDependentDeclWithPrevious(Decl *D, Decl *OldDecl); bool canFullyTypeCheckRedeclaration(ValueDecl *NewD, ValueDecl *OldD, QualType NewT, QualType OldT); void CheckMain(FunctionDecl *FD, const DeclSpec &D); void CheckMSVCRTEntryPoint(FunctionDecl *FD); Attr *getImplicitCodeSegOrSectionAttrForFunction(const FunctionDecl *FD, bool IsDefinition); void CheckFunctionOrTemplateParamDeclarator(Scope *S, Declarator &D); Decl *ActOnParamDeclarator(Scope *S, Declarator &D); ParmVarDecl *BuildParmVarDeclForTypedef(DeclContext *DC, SourceLocation Loc, QualType T); ParmVarDecl *CheckParameter(DeclContext *DC, SourceLocation StartLoc, SourceLocation NameLoc, IdentifierInfo *Name, QualType T, TypeSourceInfo *TSInfo, StorageClass SC); void ActOnParamDefaultArgument(Decl *param, SourceLocation EqualLoc, Expr *defarg); void ActOnParamUnparsedDefaultArgument(Decl *param, SourceLocation EqualLoc, SourceLocation ArgLoc); void ActOnParamDefaultArgumentError(Decl *param, SourceLocation EqualLoc); ExprResult ConvertParamDefaultArgument(const ParmVarDecl *Param, Expr *DefaultArg, SourceLocation EqualLoc); void SetParamDefaultArgument(ParmVarDecl *Param, Expr *DefaultArg, SourceLocation EqualLoc); // Contexts where using non-trivial C union types can be disallowed. This is // passed to err_non_trivial_c_union_in_invalid_context. enum NonTrivialCUnionContext { // Function parameter. NTCUC_FunctionParam, // Function return. NTCUC_FunctionReturn, // Default-initialized object. NTCUC_DefaultInitializedObject, // Variable with automatic storage duration. NTCUC_AutoVar, // Initializer expression that might copy from another object. NTCUC_CopyInit, // Assignment. NTCUC_Assignment, // Compound literal. NTCUC_CompoundLiteral, // Block capture. NTCUC_BlockCapture, // lvalue-to-rvalue conversion of volatile type. NTCUC_LValueToRValueVolatile, }; /// Emit diagnostics if the initializer or any of its explicit or /// implicitly-generated subexpressions require copying or /// default-initializing a type that is or contains a C union type that is /// non-trivial to copy or default-initialize. void checkNonTrivialCUnionInInitializer(const Expr *Init, SourceLocation Loc); // These flags are passed to checkNonTrivialCUnion. enum NonTrivialCUnionKind { NTCUK_Init = 0x1, NTCUK_Destruct = 0x2, NTCUK_Copy = 0x4, }; /// Emit diagnostics if a non-trivial C union type or a struct that contains /// a non-trivial C union is used in an invalid context. void checkNonTrivialCUnion(QualType QT, SourceLocation Loc, NonTrivialCUnionContext UseContext, unsigned NonTrivialKind); void AddInitializerToDecl(Decl *dcl, Expr *init, bool DirectInit); void ActOnUninitializedDecl(Decl *dcl); void ActOnInitializerError(Decl *Dcl); void ActOnPureSpecifier(Decl *D, SourceLocation PureSpecLoc); void ActOnCXXForRangeDecl(Decl *D); StmtResult ActOnCXXForRangeIdentifier(Scope *S, SourceLocation IdentLoc, IdentifierInfo *Ident, ParsedAttributes &Attrs, SourceLocation AttrEnd); void SetDeclDeleted(Decl *dcl, SourceLocation DelLoc); void SetDeclDefaulted(Decl *dcl, SourceLocation DefaultLoc); void CheckStaticLocalForDllExport(VarDecl *VD); void FinalizeDeclaration(Decl *D); DeclGroupPtrTy FinalizeDeclaratorGroup(Scope *S, const DeclSpec &DS, ArrayRef<Decl *> Group); DeclGroupPtrTy BuildDeclaratorGroup(MutableArrayRef<Decl *> Group); /// Should be called on all declarations that might have attached /// documentation comments. void ActOnDocumentableDecl(Decl *D); void ActOnDocumentableDecls(ArrayRef<Decl *> Group); void ActOnFinishKNRParamDeclarations(Scope *S, Declarator &D, SourceLocation LocAfterDecls); void CheckForFunctionRedefinition( FunctionDecl *FD, const FunctionDecl *EffectiveDefinition = nullptr, SkipBodyInfo *SkipBody = nullptr); Decl *ActOnStartOfFunctionDef(Scope *S, Declarator &D, MultiTemplateParamsArg TemplateParamLists, SkipBodyInfo *SkipBody = nullptr); Decl *ActOnStartOfFunctionDef(Scope *S, Decl *D, SkipBodyInfo *SkipBody = nullptr); void ActOnStartTrailingRequiresClause(Scope *S, Declarator &D); ExprResult ActOnFinishTrailingRequiresClause(ExprResult ConstraintExpr); ExprResult ActOnRequiresClause(ExprResult ConstraintExpr); void ActOnStartOfObjCMethodDef(Scope *S, Decl *D); bool isObjCMethodDecl(Decl *D) { return D && isa<ObjCMethodDecl>(D); } /// Determine whether we can delay parsing the body of a function or /// function template until it is used, assuming we don't care about emitting /// code for that function. /// /// This will be \c false if we may need the body of the function in the /// middle of parsing an expression (where it's impractical to switch to /// parsing a different function), for instance, if it's constexpr in C++11 /// or has an 'auto' return type in C++14. These cases are essentially bugs. bool canDelayFunctionBody(const Declarator &D); /// Determine whether we can skip parsing the body of a function /// definition, assuming we don't care about analyzing its body or emitting /// code for that function. /// /// This will be \c false only if we may need the body of the function in /// order to parse the rest of the program (for instance, if it is /// \c constexpr in C++11 or has an 'auto' return type in C++14). bool canSkipFunctionBody(Decl *D); void computeNRVO(Stmt *Body, sema::FunctionScopeInfo *Scope); Decl *ActOnFinishFunctionBody(Decl *Decl, Stmt *Body); Decl *ActOnFinishFunctionBody(Decl *Decl, Stmt *Body, bool IsInstantiation); Decl *ActOnSkippedFunctionBody(Decl *Decl); void ActOnFinishInlineFunctionDef(FunctionDecl *D); /// ActOnFinishDelayedAttribute - Invoked when we have finished parsing an /// attribute for which parsing is delayed. void ActOnFinishDelayedAttribute(Scope *S, Decl *D, ParsedAttributes &Attrs); /// Diagnose any unused parameters in the given sequence of /// ParmVarDecl pointers. void DiagnoseUnusedParameters(ArrayRef<ParmVarDecl *> Parameters); /// Diagnose whether the size of parameters or return value of a /// function or obj-c method definition is pass-by-value and larger than a /// specified threshold. void DiagnoseSizeOfParametersAndReturnValue(ArrayRef<ParmVarDecl *> Parameters, QualType ReturnTy, NamedDecl *D); void DiagnoseInvalidJumps(Stmt *Body); Decl *ActOnFileScopeAsmDecl(Expr *expr, SourceLocation AsmLoc, SourceLocation RParenLoc); /// Handle a C++11 empty-declaration and attribute-declaration. Decl *ActOnEmptyDeclaration(Scope *S, const ParsedAttributesView &AttrList, SourceLocation SemiLoc); enum class ModuleDeclKind { Interface, ///< 'export module X;' Implementation, ///< 'module X;' }; /// The parser has processed a module-declaration that begins the definition /// of a module interface or implementation. DeclGroupPtrTy ActOnModuleDecl(SourceLocation StartLoc, SourceLocation ModuleLoc, ModuleDeclKind MDK, ModuleIdPath Path, bool IsFirstDecl); /// The parser has processed a global-module-fragment declaration that begins /// the definition of the global module fragment of the current module unit. /// \param ModuleLoc The location of the 'module' keyword. DeclGroupPtrTy ActOnGlobalModuleFragmentDecl(SourceLocation ModuleLoc); /// The parser has processed a private-module-fragment declaration that begins /// the definition of the private module fragment of the current module unit. /// \param ModuleLoc The location of the 'module' keyword. /// \param PrivateLoc The location of the 'private' keyword. DeclGroupPtrTy ActOnPrivateModuleFragmentDecl(SourceLocation ModuleLoc, SourceLocation PrivateLoc); /// The parser has processed a module import declaration. /// /// \param StartLoc The location of the first token in the declaration. This /// could be the location of an '@', 'export', or 'import'. /// \param ExportLoc The location of the 'export' keyword, if any. /// \param ImportLoc The location of the 'import' keyword. /// \param Path The module access path. DeclResult ActOnModuleImport(SourceLocation StartLoc, SourceLocation ExportLoc, SourceLocation ImportLoc, ModuleIdPath Path); DeclResult ActOnModuleImport(SourceLocation StartLoc, SourceLocation ExportLoc, SourceLocation ImportLoc, Module *M, ModuleIdPath Path = {}); /// The parser has processed a module import translated from a /// #include or similar preprocessing directive. void ActOnModuleInclude(SourceLocation DirectiveLoc, Module *Mod); void BuildModuleInclude(SourceLocation DirectiveLoc, Module *Mod); /// The parsed has entered a submodule. void ActOnModuleBegin(SourceLocation DirectiveLoc, Module *Mod); /// The parser has left a submodule. void ActOnModuleEnd(SourceLocation DirectiveLoc, Module *Mod); /// Create an implicit import of the given module at the given /// source location, for error recovery, if possible. /// /// This routine is typically used when an entity found by name lookup /// is actually hidden within a module that we know about but the user /// has forgotten to import. void createImplicitModuleImportForErrorRecovery(SourceLocation Loc, Module *Mod); /// Kinds of missing import. Note, the values of these enumerators correspond /// to %select values in diagnostics. enum class MissingImportKind { Declaration, Definition, DefaultArgument, ExplicitSpecialization, PartialSpecialization }; /// Diagnose that the specified declaration needs to be visible but /// isn't, and suggest a module import that would resolve the problem. void diagnoseMissingImport(SourceLocation Loc, NamedDecl *Decl, MissingImportKind MIK, bool Recover = true); void diagnoseMissingImport(SourceLocation Loc, NamedDecl *Decl, SourceLocation DeclLoc, ArrayRef<Module *> Modules, MissingImportKind MIK, bool Recover); Decl *ActOnStartExportDecl(Scope *S, SourceLocation ExportLoc, SourceLocation LBraceLoc); Decl *ActOnFinishExportDecl(Scope *S, Decl *ExportDecl, SourceLocation RBraceLoc); /// We've found a use of a templated declaration that would trigger an /// implicit instantiation. Check that any relevant explicit specializations /// and partial specializations are visible, and diagnose if not. void checkSpecializationVisibility(SourceLocation Loc, NamedDecl *Spec); /// Retrieve a suitable printing policy for diagnostics. PrintingPolicy getPrintingPolicy() const { return getPrintingPolicy(Context, PP); } /// Retrieve a suitable printing policy for diagnostics. static PrintingPolicy getPrintingPolicy(const ASTContext &Ctx, const Preprocessor &PP); /// Scope actions. void ActOnPopScope(SourceLocation Loc, Scope *S); void ActOnTranslationUnitScope(Scope *S); Decl *ParsedFreeStandingDeclSpec(Scope *S, AccessSpecifier AS, DeclSpec &DS, RecordDecl *&AnonRecord); Decl *ParsedFreeStandingDeclSpec(Scope *S, AccessSpecifier AS, DeclSpec &DS, MultiTemplateParamsArg TemplateParams, bool IsExplicitInstantiation, RecordDecl *&AnonRecord); Decl *BuildAnonymousStructOrUnion(Scope *S, DeclSpec &DS, AccessSpecifier AS, RecordDecl *Record, const PrintingPolicy &Policy); Decl *BuildMicrosoftCAnonymousStruct(Scope *S, DeclSpec &DS, RecordDecl *Record); /// Common ways to introduce type names without a tag for use in diagnostics. /// Keep in sync with err_tag_reference_non_tag. enum NonTagKind { NTK_NonStruct, NTK_NonClass, NTK_NonUnion, NTK_NonEnum, NTK_Typedef, NTK_TypeAlias, NTK_Template, NTK_TypeAliasTemplate, NTK_TemplateTemplateArgument, }; /// Given a non-tag type declaration, returns an enum useful for indicating /// what kind of non-tag type this is. NonTagKind getNonTagTypeDeclKind(const Decl *D, TagTypeKind TTK); bool isAcceptableTagRedeclaration(const TagDecl *Previous, TagTypeKind NewTag, bool isDefinition, SourceLocation NewTagLoc, const IdentifierInfo *Name); enum TagUseKind { TUK_Reference, // Reference to a tag: 'struct foo *X;' TUK_Declaration, // Fwd decl of a tag: 'struct foo;' TUK_Definition, // Definition of a tag: 'struct foo { int X; } Y;' TUK_Friend // Friend declaration: 'friend struct foo;' }; Decl *ActOnTag(Scope *S, unsigned TagSpec, TagUseKind TUK, SourceLocation KWLoc, CXXScopeSpec &SS, IdentifierInfo *Name, SourceLocation NameLoc, const ParsedAttributesView &Attr, AccessSpecifier AS, SourceLocation ModulePrivateLoc, MultiTemplateParamsArg TemplateParameterLists, bool &OwnedDecl, bool &IsDependent, SourceLocation ScopedEnumKWLoc, bool ScopedEnumUsesClassTag, TypeResult UnderlyingType, bool IsTypeSpecifier, bool IsTemplateParamOrArg, SkipBodyInfo *SkipBody = nullptr); Decl *ActOnTemplatedFriendTag(Scope *S, SourceLocation FriendLoc, unsigned TagSpec, SourceLocation TagLoc, CXXScopeSpec &SS, IdentifierInfo *Name, SourceLocation NameLoc, const ParsedAttributesView &Attr, MultiTemplateParamsArg TempParamLists); TypeResult ActOnDependentTag(Scope *S, unsigned TagSpec, TagUseKind TUK, const CXXScopeSpec &SS, IdentifierInfo *Name, SourceLocation TagLoc, SourceLocation NameLoc); void ActOnDefs(Scope *S, Decl *TagD, SourceLocation DeclStart, IdentifierInfo *ClassName, SmallVectorImpl<Decl *> &Decls); Decl *ActOnField(Scope *S, Decl *TagD, SourceLocation DeclStart, Declarator &D, Expr *BitfieldWidth); FieldDecl *HandleField(Scope *S, RecordDecl *TagD, SourceLocation DeclStart, Declarator &D, Expr *BitfieldWidth, InClassInitStyle InitStyle, AccessSpecifier AS); MSPropertyDecl *HandleMSProperty(Scope *S, RecordDecl *TagD, SourceLocation DeclStart, Declarator &D, Expr *BitfieldWidth, InClassInitStyle InitStyle, AccessSpecifier AS, const ParsedAttr &MSPropertyAttr); FieldDecl *CheckFieldDecl(DeclarationName Name, QualType T, TypeSourceInfo *TInfo, RecordDecl *Record, SourceLocation Loc, bool Mutable, Expr *BitfieldWidth, InClassInitStyle InitStyle, SourceLocation TSSL, AccessSpecifier AS, NamedDecl *PrevDecl, Declarator *D = nullptr); bool CheckNontrivialField(FieldDecl *FD); void DiagnoseNontrivial(const CXXRecordDecl *Record, CXXSpecialMember CSM); enum TrivialABIHandling { /// The triviality of a method unaffected by "trivial_abi". TAH_IgnoreTrivialABI, /// The triviality of a method affected by "trivial_abi". TAH_ConsiderTrivialABI }; bool SpecialMemberIsTrivial(CXXMethodDecl *MD, CXXSpecialMember CSM, TrivialABIHandling TAH = TAH_IgnoreTrivialABI, bool Diagnose = false); /// For a defaulted function, the kind of defaulted function that it is. class DefaultedFunctionKind { CXXSpecialMember SpecialMember : 8; DefaultedComparisonKind Comparison : 8; public: DefaultedFunctionKind() : SpecialMember(CXXInvalid), Comparison(DefaultedComparisonKind::None) { } DefaultedFunctionKind(CXXSpecialMember CSM) : SpecialMember(CSM), Comparison(DefaultedComparisonKind::None) {} DefaultedFunctionKind(DefaultedComparisonKind Comp) : SpecialMember(CXXInvalid), Comparison(Comp) {} bool isSpecialMember() const { return SpecialMember != CXXInvalid; } bool isComparison() const { return Comparison != DefaultedComparisonKind::None; } explicit operator bool() const { return isSpecialMember() || isComparison(); } CXXSpecialMember asSpecialMember() const { return SpecialMember; } DefaultedComparisonKind asComparison() const { return Comparison; } /// Get the index of this function kind for use in diagnostics. unsigned getDiagnosticIndex() const { static_assert(CXXInvalid > CXXDestructor, "invalid should have highest index"); static_assert((unsigned)DefaultedComparisonKind::None == 0, "none should be equal to zero"); return SpecialMember + (unsigned)Comparison; } }; DefaultedFunctionKind getDefaultedFunctionKind(const FunctionDecl *FD); CXXSpecialMember getSpecialMember(const CXXMethodDecl *MD) { return getDefaultedFunctionKind(MD).asSpecialMember(); } DefaultedComparisonKind getDefaultedComparisonKind(const FunctionDecl *FD) { return getDefaultedFunctionKind(FD).asComparison(); } void ActOnLastBitfield(SourceLocation DeclStart, SmallVectorImpl<Decl *> &AllIvarDecls); Decl *ActOnIvar(Scope *S, SourceLocation DeclStart, Declarator &D, Expr *BitfieldWidth, tok::ObjCKeywordKind visibility); // This is used for both record definitions and ObjC interface declarations. void ActOnFields(Scope *S, SourceLocation RecLoc, Decl *TagDecl, ArrayRef<Decl *> Fields, SourceLocation LBrac, SourceLocation RBrac, const ParsedAttributesView &AttrList); /// ActOnTagStartDefinition - Invoked when we have entered the /// scope of a tag's definition (e.g., for an enumeration, class, /// struct, or union). void ActOnTagStartDefinition(Scope *S, Decl *TagDecl); /// Perform ODR-like check for C/ObjC when merging tag types from modules. /// Differently from C++, actually parse the body and reject / error out /// in case of a structural mismatch. bool ActOnDuplicateDefinition(DeclSpec &DS, Decl *Prev, SkipBodyInfo &SkipBody); typedef void *SkippedDefinitionContext; /// Invoked when we enter a tag definition that we're skipping. SkippedDefinitionContext ActOnTagStartSkippedDefinition(Scope *S, Decl *TD); Decl *ActOnObjCContainerStartDefinition(Decl *IDecl); /// ActOnStartCXXMemberDeclarations - Invoked when we have parsed a /// C++ record definition's base-specifiers clause and are starting its /// member declarations. void ActOnStartCXXMemberDeclarations(Scope *S, Decl *TagDecl, SourceLocation FinalLoc, bool IsFinalSpelledSealed, SourceLocation LBraceLoc); /// ActOnTagFinishDefinition - Invoked once we have finished parsing /// the definition of a tag (enumeration, class, struct, or union). void ActOnTagFinishDefinition(Scope *S, Decl *TagDecl, SourceRange BraceRange); void ActOnTagFinishSkippedDefinition(SkippedDefinitionContext Context); void ActOnObjCContainerFinishDefinition(); /// Invoked when we must temporarily exit the objective-c container /// scope for parsing/looking-up C constructs. /// /// Must be followed by a call to \see ActOnObjCReenterContainerContext void ActOnObjCTemporaryExitContainerContext(DeclContext *DC); void ActOnObjCReenterContainerContext(DeclContext *DC); /// ActOnTagDefinitionError - Invoked when there was an unrecoverable /// error parsing the definition of a tag. void ActOnTagDefinitionError(Scope *S, Decl *TagDecl); EnumConstantDecl *CheckEnumConstant(EnumDecl *Enum, EnumConstantDecl *LastEnumConst, SourceLocation IdLoc, IdentifierInfo *Id, Expr *val); bool CheckEnumUnderlyingType(TypeSourceInfo *TI); bool CheckEnumRedeclaration(SourceLocation EnumLoc, bool IsScoped, QualType EnumUnderlyingTy, bool IsFixed, const EnumDecl *Prev); /// Determine whether the body of an anonymous enumeration should be skipped. /// \param II The name of the first enumerator. SkipBodyInfo shouldSkipAnonEnumBody(Scope *S, IdentifierInfo *II, SourceLocation IILoc); Decl *ActOnEnumConstant(Scope *S, Decl *EnumDecl, Decl *LastEnumConstant, SourceLocation IdLoc, IdentifierInfo *Id, const ParsedAttributesView &Attrs, SourceLocation EqualLoc, Expr *Val); void ActOnEnumBody(SourceLocation EnumLoc, SourceRange BraceRange, Decl *EnumDecl, ArrayRef<Decl *> Elements, Scope *S, const ParsedAttributesView &Attr); /// Set the current declaration context until it gets popped. void PushDeclContext(Scope *S, DeclContext *DC); void PopDeclContext(); /// EnterDeclaratorContext - Used when we must lookup names in the context /// of a declarator's nested name specifier. void EnterDeclaratorContext(Scope *S, DeclContext *DC); void ExitDeclaratorContext(Scope *S); /// Enter a template parameter scope, after it's been associated with a particular /// DeclContext. Causes lookup within the scope to chain through enclosing contexts /// in the correct order. void EnterTemplatedContext(Scope *S, DeclContext *DC); /// Push the parameters of D, which must be a function, into scope. void ActOnReenterFunctionContext(Scope* S, Decl* D); void ActOnExitFunctionContext(); DeclContext *getFunctionLevelDeclContext(); /// getCurFunctionDecl - If inside of a function body, this returns a pointer /// to the function decl for the function being parsed. If we're currently /// in a 'block', this returns the containing context. FunctionDecl *getCurFunctionDecl(); /// getCurMethodDecl - If inside of a method body, this returns a pointer to /// the method decl for the method being parsed. If we're currently /// in a 'block', this returns the containing context. ObjCMethodDecl *getCurMethodDecl(); /// getCurFunctionOrMethodDecl - Return the Decl for the current ObjC method /// or C function we're in, otherwise return null. If we're currently /// in a 'block', this returns the containing context. NamedDecl *getCurFunctionOrMethodDecl(); /// Add this decl to the scope shadowed decl chains. void PushOnScopeChains(NamedDecl *D, Scope *S, bool AddToContext = true); /// isDeclInScope - If 'Ctx' is a function/method, isDeclInScope returns true /// if 'D' is in Scope 'S', otherwise 'S' is ignored and isDeclInScope returns /// true if 'D' belongs to the given declaration context. /// /// \param AllowInlineNamespace If \c true, allow the declaration to be in the /// enclosing namespace set of the context, rather than contained /// directly within it. bool isDeclInScope(NamedDecl *D, DeclContext *Ctx, Scope *S = nullptr, bool AllowInlineNamespace = false); /// Finds the scope corresponding to the given decl context, if it /// happens to be an enclosing scope. Otherwise return NULL. static Scope *getScopeForDeclContext(Scope *S, DeclContext *DC); /// Subroutines of ActOnDeclarator(). TypedefDecl *ParseTypedefDecl(Scope *S, Declarator &D, QualType T, TypeSourceInfo *TInfo); bool isIncompatibleTypedef(TypeDecl *Old, TypedefNameDecl *New); /// Describes the kind of merge to perform for availability /// attributes (including "deprecated", "unavailable", and "availability"). enum AvailabilityMergeKind { /// Don't merge availability attributes at all. AMK_None, /// Merge availability attributes for a redeclaration, which requires /// an exact match. AMK_Redeclaration, /// Merge availability attributes for an override, which requires /// an exact match or a weakening of constraints. AMK_Override, /// Merge availability attributes for an implementation of /// a protocol requirement. AMK_ProtocolImplementation, }; /// Describes the kind of priority given to an availability attribute. /// /// The sum of priorities deteremines the final priority of the attribute. /// The final priority determines how the attribute will be merged. /// An attribute with a lower priority will always remove higher priority /// attributes for the specified platform when it is being applied. An /// attribute with a higher priority will not be applied if the declaration /// already has an availability attribute with a lower priority for the /// specified platform. The final prirority values are not expected to match /// the values in this enumeration, but instead should be treated as a plain /// integer value. This enumeration just names the priority weights that are /// used to calculate that final vaue. enum AvailabilityPriority : int { /// The availability attribute was specified explicitly next to the /// declaration. AP_Explicit = 0, /// The availability attribute was applied using '#pragma clang attribute'. AP_PragmaClangAttribute = 1, /// The availability attribute for a specific platform was inferred from /// an availability attribute for another platform. AP_InferredFromOtherPlatform = 2 }; /// Attribute merging methods. Return true if a new attribute was added. AvailabilityAttr * mergeAvailabilityAttr(NamedDecl *D, const AttributeCommonInfo &CI, IdentifierInfo *Platform, bool Implicit, VersionTuple Introduced, VersionTuple Deprecated, VersionTuple Obsoleted, bool IsUnavailable, StringRef Message, bool IsStrict, StringRef Replacement, AvailabilityMergeKind AMK, int Priority); TypeVisibilityAttr * mergeTypeVisibilityAttr(Decl *D, const AttributeCommonInfo &CI, TypeVisibilityAttr::VisibilityType Vis); VisibilityAttr *mergeVisibilityAttr(Decl *D, const AttributeCommonInfo &CI, VisibilityAttr::VisibilityType Vis); UuidAttr *mergeUuidAttr(Decl *D, const AttributeCommonInfo &CI, StringRef UuidAsWritten, MSGuidDecl *GuidDecl); DLLImportAttr *mergeDLLImportAttr(Decl *D, const AttributeCommonInfo &CI); DLLExportAttr *mergeDLLExportAttr(Decl *D, const AttributeCommonInfo &CI); MSInheritanceAttr *mergeMSInheritanceAttr(Decl *D, const AttributeCommonInfo &CI, bool BestCase, MSInheritanceModel Model); FormatAttr *mergeFormatAttr(Decl *D, const AttributeCommonInfo &CI, IdentifierInfo *Format, int FormatIdx, int FirstArg); SectionAttr *mergeSectionAttr(Decl *D, const AttributeCommonInfo &CI, StringRef Name); CodeSegAttr *mergeCodeSegAttr(Decl *D, const AttributeCommonInfo &CI, StringRef Name); AlwaysInlineAttr *mergeAlwaysInlineAttr(Decl *D, const AttributeCommonInfo &CI, const IdentifierInfo *Ident); MinSizeAttr *mergeMinSizeAttr(Decl *D, const AttributeCommonInfo &CI); NoSpeculativeLoadHardeningAttr * mergeNoSpeculativeLoadHardeningAttr(Decl *D, const NoSpeculativeLoadHardeningAttr &AL); SpeculativeLoadHardeningAttr * mergeSpeculativeLoadHardeningAttr(Decl *D, const SpeculativeLoadHardeningAttr &AL); SwiftNameAttr *mergeSwiftNameAttr(Decl *D, const SwiftNameAttr &SNA, StringRef Name); OptimizeNoneAttr *mergeOptimizeNoneAttr(Decl *D, const AttributeCommonInfo &CI); InternalLinkageAttr *mergeInternalLinkageAttr(Decl *D, const ParsedAttr &AL); InternalLinkageAttr *mergeInternalLinkageAttr(Decl *D, const InternalLinkageAttr &AL); CommonAttr *mergeCommonAttr(Decl *D, const ParsedAttr &AL); CommonAttr *mergeCommonAttr(Decl *D, const CommonAttr &AL); WebAssemblyImportNameAttr *mergeImportNameAttr( Decl *D, const WebAssemblyImportNameAttr &AL); WebAssemblyImportModuleAttr *mergeImportModuleAttr( Decl *D, const WebAssemblyImportModuleAttr &AL); EnforceTCBAttr *mergeEnforceTCBAttr(Decl *D, const EnforceTCBAttr &AL); EnforceTCBLeafAttr *mergeEnforceTCBLeafAttr(Decl *D, const EnforceTCBLeafAttr &AL); void mergeDeclAttributes(NamedDecl *New, Decl *Old, AvailabilityMergeKind AMK = AMK_Redeclaration); void MergeTypedefNameDecl(Scope *S, TypedefNameDecl *New, LookupResult &OldDecls); bool MergeFunctionDecl(FunctionDecl *New, NamedDecl *&Old, Scope *S, bool MergeTypeWithOld); bool MergeCompatibleFunctionDecls(FunctionDecl *New, FunctionDecl *Old, Scope *S, bool MergeTypeWithOld); void mergeObjCMethodDecls(ObjCMethodDecl *New, ObjCMethodDecl *Old); void MergeVarDecl(VarDecl *New, LookupResult &Previous); void MergeVarDeclTypes(VarDecl *New, VarDecl *Old, bool MergeTypeWithOld); void MergeVarDeclExceptionSpecs(VarDecl *New, VarDecl *Old); bool checkVarDeclRedefinition(VarDecl *OldDefn, VarDecl *NewDefn); void notePreviousDefinition(const NamedDecl *Old, SourceLocation New); bool MergeCXXFunctionDecl(FunctionDecl *New, FunctionDecl *Old, Scope *S); // AssignmentAction - This is used by all the assignment diagnostic functions // to represent what is actually causing the operation enum AssignmentAction { AA_Assigning, AA_Passing, AA_Returning, AA_Converting, AA_Initializing, AA_Sending, AA_Casting, AA_Passing_CFAudited }; /// C++ Overloading. enum OverloadKind { /// This is a legitimate overload: the existing declarations are /// functions or function templates with different signatures. Ovl_Overload, /// This is not an overload because the signature exactly matches /// an existing declaration. Ovl_Match, /// This is not an overload because the lookup results contain a /// non-function. Ovl_NonFunction }; OverloadKind CheckOverload(Scope *S, FunctionDecl *New, const LookupResult &OldDecls, NamedDecl *&OldDecl, bool IsForUsingDecl); bool IsOverload(FunctionDecl *New, FunctionDecl *Old, bool IsForUsingDecl, bool ConsiderCudaAttrs = true, bool ConsiderRequiresClauses = true); enum class AllowedExplicit { /// Allow no explicit functions to be used. None, /// Allow explicit conversion functions but not explicit constructors. Conversions, /// Allow both explicit conversion functions and explicit constructors. All }; ImplicitConversionSequence TryImplicitConversion(Expr *From, QualType ToType, bool SuppressUserConversions, AllowedExplicit AllowExplicit, bool InOverloadResolution, bool CStyle, bool AllowObjCWritebackConversion); bool IsIntegralPromotion(Expr *From, QualType FromType, QualType ToType); bool IsFloatingPointPromotion(QualType FromType, QualType ToType); bool IsComplexPromotion(QualType FromType, QualType ToType); bool IsPointerConversion(Expr *From, QualType FromType, QualType ToType, bool InOverloadResolution, QualType& ConvertedType, bool &IncompatibleObjC); bool isObjCPointerConversion(QualType FromType, QualType ToType, QualType& ConvertedType, bool &IncompatibleObjC); bool isObjCWritebackConversion(QualType FromType, QualType ToType, QualType &ConvertedType); bool IsBlockPointerConversion(QualType FromType, QualType ToType, QualType& ConvertedType); bool FunctionParamTypesAreEqual(const FunctionProtoType *OldType, const FunctionProtoType *NewType, unsigned *ArgPos = nullptr); void HandleFunctionTypeMismatch(PartialDiagnostic &PDiag, QualType FromType, QualType ToType); void maybeExtendBlockObject(ExprResult &E); CastKind PrepareCastToObjCObjectPointer(ExprResult &E); bool CheckPointerConversion(Expr *From, QualType ToType, CastKind &Kind, CXXCastPath& BasePath, bool IgnoreBaseAccess, bool Diagnose = true); bool IsMemberPointerConversion(Expr *From, QualType FromType, QualType ToType, bool InOverloadResolution, QualType &ConvertedType); bool CheckMemberPointerConversion(Expr *From, QualType ToType, CastKind &Kind, CXXCastPath &BasePath, bool IgnoreBaseAccess); bool IsQualificationConversion(QualType FromType, QualType ToType, bool CStyle, bool &ObjCLifetimeConversion); bool IsFunctionConversion(QualType FromType, QualType ToType, QualType &ResultTy); bool DiagnoseMultipleUserDefinedConversion(Expr *From, QualType ToType); bool isSameOrCompatibleFunctionType(CanQualType Param, CanQualType Arg); ExprResult PerformMoveOrCopyInitialization(const InitializedEntity &Entity, const VarDecl *NRVOCandidate, QualType ResultType, Expr *Value, bool AllowNRVO = true); bool CanPerformAggregateInitializationForOverloadResolution( const InitializedEntity &Entity, InitListExpr *From); bool IsStringInit(Expr *Init, const ArrayType *AT); bool CanPerformCopyInitialization(const InitializedEntity &Entity, ExprResult Init); ExprResult PerformCopyInitialization(const InitializedEntity &Entity, SourceLocation EqualLoc, ExprResult Init, bool TopLevelOfInitList = false, bool AllowExplicit = false); ExprResult PerformObjectArgumentInitialization(Expr *From, NestedNameSpecifier *Qualifier, NamedDecl *FoundDecl, CXXMethodDecl *Method); /// Check that the lifetime of the initializer (and its subobjects) is /// sufficient for initializing the entity, and perform lifetime extension /// (when permitted) if not. void checkInitializerLifetime(const InitializedEntity &Entity, Expr *Init); ExprResult PerformContextuallyConvertToBool(Expr *From); ExprResult PerformContextuallyConvertToObjCPointer(Expr *From); /// Contexts in which a converted constant expression is required. enum CCEKind { CCEK_CaseValue, ///< Expression in a case label. CCEK_Enumerator, ///< Enumerator value with fixed underlying type. CCEK_TemplateArg, ///< Value of a non-type template parameter. CCEK_ArrayBound, ///< Array bound in array declarator or new-expression. CCEK_ConstexprIf, ///< Condition in a constexpr if statement. CCEK_ExplicitBool ///< Condition in an explicit(bool) specifier. }; ExprResult CheckConvertedConstantExpression(Expr *From, QualType T, llvm::APSInt &Value, CCEKind CCE); ExprResult CheckConvertedConstantExpression(Expr *From, QualType T, APValue &Value, CCEKind CCE, NamedDecl *Dest = nullptr); /// Abstract base class used to perform a contextual implicit /// conversion from an expression to any type passing a filter. class ContextualImplicitConverter { public: bool Suppress; bool SuppressConversion; ContextualImplicitConverter(bool Suppress = false, bool SuppressConversion = false) : Suppress(Suppress), SuppressConversion(SuppressConversion) {} /// Determine whether the specified type is a valid destination type /// for this conversion. virtual bool match(QualType T) = 0; /// Emits a diagnostic complaining that the expression does not have /// integral or enumeration type. virtual SemaDiagnosticBuilder diagnoseNoMatch(Sema &S, SourceLocation Loc, QualType T) = 0; /// Emits a diagnostic when the expression has incomplete class type. virtual SemaDiagnosticBuilder diagnoseIncomplete(Sema &S, SourceLocation Loc, QualType T) = 0; /// Emits a diagnostic when the only matching conversion function /// is explicit. virtual SemaDiagnosticBuilder diagnoseExplicitConv( Sema &S, SourceLocation Loc, QualType T, QualType ConvTy) = 0; /// Emits a note for the explicit conversion function. virtual SemaDiagnosticBuilder noteExplicitConv(Sema &S, CXXConversionDecl *Conv, QualType ConvTy) = 0; /// Emits a diagnostic when there are multiple possible conversion /// functions. virtual SemaDiagnosticBuilder diagnoseAmbiguous(Sema &S, SourceLocation Loc, QualType T) = 0; /// Emits a note for one of the candidate conversions. virtual SemaDiagnosticBuilder noteAmbiguous(Sema &S, CXXConversionDecl *Conv, QualType ConvTy) = 0; /// Emits a diagnostic when we picked a conversion function /// (for cases when we are not allowed to pick a conversion function). virtual SemaDiagnosticBuilder diagnoseConversion( Sema &S, SourceLocation Loc, QualType T, QualType ConvTy) = 0; virtual ~ContextualImplicitConverter() {} }; class ICEConvertDiagnoser : public ContextualImplicitConverter { bool AllowScopedEnumerations; public: ICEConvertDiagnoser(bool AllowScopedEnumerations, bool Suppress, bool SuppressConversion) : ContextualImplicitConverter(Suppress, SuppressConversion), AllowScopedEnumerations(AllowScopedEnumerations) {} /// Match an integral or (possibly scoped) enumeration type. bool match(QualType T) override; SemaDiagnosticBuilder diagnoseNoMatch(Sema &S, SourceLocation Loc, QualType T) override { return diagnoseNotInt(S, Loc, T); } /// Emits a diagnostic complaining that the expression does not have /// integral or enumeration type. virtual SemaDiagnosticBuilder diagnoseNotInt(Sema &S, SourceLocation Loc, QualType T) = 0; }; /// Perform a contextual implicit conversion. ExprResult PerformContextualImplicitConversion( SourceLocation Loc, Expr *FromE, ContextualImplicitConverter &Converter); enum ObjCSubscriptKind { OS_Array, OS_Dictionary, OS_Error }; ObjCSubscriptKind CheckSubscriptingKind(Expr *FromE); // Note that LK_String is intentionally after the other literals, as // this is used for diagnostics logic. enum ObjCLiteralKind { LK_Array, LK_Dictionary, LK_Numeric, LK_Boxed, LK_String, LK_Block, LK_None }; ObjCLiteralKind CheckLiteralKind(Expr *FromE); ExprResult PerformObjectMemberConversion(Expr *From, NestedNameSpecifier *Qualifier, NamedDecl *FoundDecl, NamedDecl *Member); // Members have to be NamespaceDecl* or TranslationUnitDecl*. // TODO: make this is a typesafe union. typedef llvm::SmallSetVector<DeclContext *, 16> AssociatedNamespaceSet; typedef llvm::SmallSetVector<CXXRecordDecl *, 16> AssociatedClassSet; using ADLCallKind = CallExpr::ADLCallKind; void AddOverloadCandidate(FunctionDecl *Function, DeclAccessPair FoundDecl, ArrayRef<Expr *> Args, OverloadCandidateSet &CandidateSet, bool SuppressUserConversions = false, bool PartialOverloading = false, bool AllowExplicit = true, bool AllowExplicitConversion = false, ADLCallKind IsADLCandidate = ADLCallKind::NotADL, ConversionSequenceList EarlyConversions = None, OverloadCandidateParamOrder PO = {}); void AddFunctionCandidates(const UnresolvedSetImpl &Functions, ArrayRef<Expr *> Args, OverloadCandidateSet &CandidateSet, TemplateArgumentListInfo *ExplicitTemplateArgs = nullptr, bool SuppressUserConversions = false, bool PartialOverloading = false, bool FirstArgumentIsBase = false); void AddMethodCandidate(DeclAccessPair FoundDecl, QualType ObjectType, Expr::Classification ObjectClassification, ArrayRef<Expr *> Args, OverloadCandidateSet& CandidateSet, bool SuppressUserConversion = false, OverloadCandidateParamOrder PO = {}); void AddMethodCandidate(CXXMethodDecl *Method, DeclAccessPair FoundDecl, CXXRecordDecl *ActingContext, QualType ObjectType, Expr::Classification ObjectClassification, ArrayRef<Expr *> Args, OverloadCandidateSet& CandidateSet, bool SuppressUserConversions = false, bool PartialOverloading = false, ConversionSequenceList EarlyConversions = None, OverloadCandidateParamOrder PO = {}); void AddMethodTemplateCandidate(FunctionTemplateDecl *MethodTmpl, DeclAccessPair FoundDecl, CXXRecordDecl *ActingContext, TemplateArgumentListInfo *ExplicitTemplateArgs, QualType ObjectType, Expr::Classification ObjectClassification, ArrayRef<Expr *> Args, OverloadCandidateSet& CandidateSet, bool SuppressUserConversions = false, bool PartialOverloading = false, OverloadCandidateParamOrder PO = {}); void AddTemplateOverloadCandidate( FunctionTemplateDecl *FunctionTemplate, DeclAccessPair FoundDecl, TemplateArgumentListInfo *ExplicitTemplateArgs, ArrayRef<Expr *> Args, OverloadCandidateSet &CandidateSet, bool SuppressUserConversions = false, bool PartialOverloading = false, bool AllowExplicit = true, ADLCallKind IsADLCandidate = ADLCallKind::NotADL, OverloadCandidateParamOrder PO = {}); bool CheckNonDependentConversions( FunctionTemplateDecl *FunctionTemplate, ArrayRef<QualType> ParamTypes, ArrayRef<Expr *> Args, OverloadCandidateSet &CandidateSet, ConversionSequenceList &Conversions, bool SuppressUserConversions, CXXRecordDecl *ActingContext = nullptr, QualType ObjectType = QualType(), Expr::Classification ObjectClassification = {}, OverloadCandidateParamOrder PO = {}); void AddConversionCandidate( CXXConversionDecl *Conversion, DeclAccessPair FoundDecl, CXXRecordDecl *ActingContext, Expr *From, QualType ToType, OverloadCandidateSet &CandidateSet, bool AllowObjCConversionOnExplicit, bool AllowExplicit, bool AllowResultConversion = true); void AddTemplateConversionCandidate( FunctionTemplateDecl *FunctionTemplate, DeclAccessPair FoundDecl, CXXRecordDecl *ActingContext, Expr *From, QualType ToType, OverloadCandidateSet &CandidateSet, bool AllowObjCConversionOnExplicit, bool AllowExplicit, bool AllowResultConversion = true); void AddSurrogateCandidate(CXXConversionDecl *Conversion, DeclAccessPair FoundDecl, CXXRecordDecl *ActingContext, const FunctionProtoType *Proto, Expr *Object, ArrayRef<Expr *> Args, OverloadCandidateSet& CandidateSet); void AddNonMemberOperatorCandidates( const UnresolvedSetImpl &Functions, ArrayRef<Expr *> Args, OverloadCandidateSet &CandidateSet, TemplateArgumentListInfo *ExplicitTemplateArgs = nullptr); void AddMemberOperatorCandidates(OverloadedOperatorKind Op, SourceLocation OpLoc, ArrayRef<Expr *> Args, OverloadCandidateSet &CandidateSet, OverloadCandidateParamOrder PO = {}); void AddBuiltinCandidate(QualType *ParamTys, ArrayRef<Expr *> Args, OverloadCandidateSet& CandidateSet, bool IsAssignmentOperator = false, unsigned NumContextualBoolArguments = 0); void AddBuiltinOperatorCandidates(OverloadedOperatorKind Op, SourceLocation OpLoc, ArrayRef<Expr *> Args, OverloadCandidateSet& CandidateSet); void AddArgumentDependentLookupCandidates(DeclarationName Name, SourceLocation Loc, ArrayRef<Expr *> Args, TemplateArgumentListInfo *ExplicitTemplateArgs, OverloadCandidateSet& CandidateSet, bool PartialOverloading = false); // Emit as a 'note' the specific overload candidate void NoteOverloadCandidate( NamedDecl *Found, FunctionDecl *Fn, OverloadCandidateRewriteKind RewriteKind = OverloadCandidateRewriteKind(), QualType DestType = QualType(), bool TakingAddress = false); // Emit as a series of 'note's all template and non-templates identified by // the expression Expr void NoteAllOverloadCandidates(Expr *E, QualType DestType = QualType(), bool TakingAddress = false); /// Check the enable_if expressions on the given function. Returns the first /// failing attribute, or NULL if they were all successful. EnableIfAttr *CheckEnableIf(FunctionDecl *Function, SourceLocation CallLoc, ArrayRef<Expr *> Args, bool MissingImplicitThis = false); /// Find the failed Boolean condition within a given Boolean /// constant expression, and describe it with a string. std::pair<Expr *, std::string> findFailedBooleanCondition(Expr *Cond); /// Emit diagnostics for the diagnose_if attributes on Function, ignoring any /// non-ArgDependent DiagnoseIfAttrs. /// /// Argument-dependent diagnose_if attributes should be checked each time a /// function is used as a direct callee of a function call. /// /// Returns true if any errors were emitted. bool diagnoseArgDependentDiagnoseIfAttrs(const FunctionDecl *Function, const Expr *ThisArg, ArrayRef<const Expr *> Args, SourceLocation Loc); /// Emit diagnostics for the diagnose_if attributes on Function, ignoring any /// ArgDependent DiagnoseIfAttrs. /// /// Argument-independent diagnose_if attributes should be checked on every use /// of a function. /// /// Returns true if any errors were emitted. bool diagnoseArgIndependentDiagnoseIfAttrs(const NamedDecl *ND, SourceLocation Loc); /// Returns whether the given function's address can be taken or not, /// optionally emitting a diagnostic if the address can't be taken. /// /// Returns false if taking the address of the function is illegal. bool checkAddressOfFunctionIsAvailable(const FunctionDecl *Function, bool Complain = false, SourceLocation Loc = SourceLocation()); // [PossiblyAFunctionType] --> [Return] // NonFunctionType --> NonFunctionType // R (A) --> R(A) // R (*)(A) --> R (A) // R (&)(A) --> R (A) // R (S::*)(A) --> R (A) QualType ExtractUnqualifiedFunctionType(QualType PossiblyAFunctionType); FunctionDecl * ResolveAddressOfOverloadedFunction(Expr *AddressOfExpr, QualType TargetType, bool Complain, DeclAccessPair &Found, bool *pHadMultipleCandidates = nullptr); FunctionDecl * resolveAddressOfSingleOverloadCandidate(Expr *E, DeclAccessPair &FoundResult); bool resolveAndFixAddressOfSingleOverloadCandidate( ExprResult &SrcExpr, bool DoFunctionPointerConversion = false); FunctionDecl * ResolveSingleFunctionTemplateSpecialization(OverloadExpr *ovl, bool Complain = false, DeclAccessPair *Found = nullptr); bool ResolveAndFixSingleFunctionTemplateSpecialization( ExprResult &SrcExpr, bool DoFunctionPointerConverion = false, bool Complain = false, SourceRange OpRangeForComplaining = SourceRange(), QualType DestTypeForComplaining = QualType(), unsigned DiagIDForComplaining = 0); Expr *FixOverloadedFunctionReference(Expr *E, DeclAccessPair FoundDecl, FunctionDecl *Fn); ExprResult FixOverloadedFunctionReference(ExprResult, DeclAccessPair FoundDecl, FunctionDecl *Fn); void AddOverloadedCallCandidates(UnresolvedLookupExpr *ULE, ArrayRef<Expr *> Args, OverloadCandidateSet &CandidateSet, bool PartialOverloading = false); void AddOverloadedCallCandidates( LookupResult &R, TemplateArgumentListInfo *ExplicitTemplateArgs, ArrayRef<Expr *> Args, OverloadCandidateSet &CandidateSet); // An enum used to represent the different possible results of building a // range-based for loop. enum ForRangeStatus { FRS_Success, FRS_NoViableFunction, FRS_DiagnosticIssued }; ForRangeStatus BuildForRangeBeginEndCall(SourceLocation Loc, SourceLocation RangeLoc, const DeclarationNameInfo &NameInfo, LookupResult &MemberLookup, OverloadCandidateSet *CandidateSet, Expr *Range, ExprResult *CallExpr); ExprResult BuildOverloadedCallExpr(Scope *S, Expr *Fn, UnresolvedLookupExpr *ULE, SourceLocation LParenLoc, MultiExprArg Args, SourceLocation RParenLoc, Expr *ExecConfig, bool AllowTypoCorrection=true, bool CalleesAddressIsTaken=false); bool buildOverloadedCallSet(Scope *S, Expr *Fn, UnresolvedLookupExpr *ULE, MultiExprArg Args, SourceLocation RParenLoc, OverloadCandidateSet *CandidateSet, ExprResult *Result); ExprResult CreateUnresolvedLookupExpr(CXXRecordDecl *NamingClass, NestedNameSpecifierLoc NNSLoc, DeclarationNameInfo DNI, const UnresolvedSetImpl &Fns, bool PerformADL = true); ExprResult CreateOverloadedUnaryOp(SourceLocation OpLoc, UnaryOperatorKind Opc, const UnresolvedSetImpl &Fns, Expr *input, bool RequiresADL = true); void LookupOverloadedBinOp(OverloadCandidateSet &CandidateSet, OverloadedOperatorKind Op, const UnresolvedSetImpl &Fns, ArrayRef<Expr *> Args, bool RequiresADL = true); ExprResult CreateOverloadedBinOp(SourceLocation OpLoc, BinaryOperatorKind Opc, const UnresolvedSetImpl &Fns, Expr *LHS, Expr *RHS, bool RequiresADL = true, bool AllowRewrittenCandidates = true, FunctionDecl *DefaultedFn = nullptr); ExprResult BuildSynthesizedThreeWayComparison(SourceLocation OpLoc, const UnresolvedSetImpl &Fns, Expr *LHS, Expr *RHS, FunctionDecl *DefaultedFn); ExprResult CreateOverloadedArraySubscriptExpr(SourceLocation LLoc, SourceLocation RLoc, Expr *Base,Expr *Idx); ExprResult BuildCallToMemberFunction(Scope *S, Expr *MemExpr, SourceLocation LParenLoc, MultiExprArg Args, SourceLocation RParenLoc, bool AllowRecovery = false); ExprResult BuildCallToObjectOfClassType(Scope *S, Expr *Object, SourceLocation LParenLoc, MultiExprArg Args, SourceLocation RParenLoc); ExprResult BuildOverloadedArrowExpr(Scope *S, Expr *Base, SourceLocation OpLoc, bool *NoArrowOperatorFound = nullptr); /// CheckCallReturnType - Checks that a call expression's return type is /// complete. Returns true on failure. The location passed in is the location /// that best represents the call. bool CheckCallReturnType(QualType ReturnType, SourceLocation Loc, CallExpr *CE, FunctionDecl *FD); /// Helpers for dealing with blocks and functions. bool CheckParmsForFunctionDef(ArrayRef<ParmVarDecl *> Parameters, bool CheckParameterNames); void CheckCXXDefaultArguments(FunctionDecl *FD); void CheckExtraCXXDefaultArguments(Declarator &D); Scope *getNonFieldDeclScope(Scope *S); /// \name Name lookup /// /// These routines provide name lookup that is used during semantic /// analysis to resolve the various kinds of names (identifiers, /// overloaded operator names, constructor names, etc.) into zero or /// more declarations within a particular scope. The major entry /// points are LookupName, which performs unqualified name lookup, /// and LookupQualifiedName, which performs qualified name lookup. /// /// All name lookup is performed based on some specific criteria, /// which specify what names will be visible to name lookup and how /// far name lookup should work. These criteria are important both /// for capturing language semantics (certain lookups will ignore /// certain names, for example) and for performance, since name /// lookup is often a bottleneck in the compilation of C++. Name /// lookup criteria is specified via the LookupCriteria enumeration. /// /// The results of name lookup can vary based on the kind of name /// lookup performed, the current language, and the translation /// unit. In C, for example, name lookup will either return nothing /// (no entity found) or a single declaration. In C++, name lookup /// can additionally refer to a set of overloaded functions or /// result in an ambiguity. All of the possible results of name /// lookup are captured by the LookupResult class, which provides /// the ability to distinguish among them. //@{ /// Describes the kind of name lookup to perform. enum LookupNameKind { /// Ordinary name lookup, which finds ordinary names (functions, /// variables, typedefs, etc.) in C and most kinds of names /// (functions, variables, members, types, etc.) in C++. LookupOrdinaryName = 0, /// Tag name lookup, which finds the names of enums, classes, /// structs, and unions. LookupTagName, /// Label name lookup. LookupLabel, /// Member name lookup, which finds the names of /// class/struct/union members. LookupMemberName, /// Look up of an operator name (e.g., operator+) for use with /// operator overloading. This lookup is similar to ordinary name /// lookup, but will ignore any declarations that are class members. LookupOperatorName, /// Look up a name following ~ in a destructor name. This is an ordinary /// lookup, but prefers tags to typedefs. LookupDestructorName, /// Look up of a name that precedes the '::' scope resolution /// operator in C++. This lookup completely ignores operator, object, /// function, and enumerator names (C++ [basic.lookup.qual]p1). LookupNestedNameSpecifierName, /// Look up a namespace name within a C++ using directive or /// namespace alias definition, ignoring non-namespace names (C++ /// [basic.lookup.udir]p1). LookupNamespaceName, /// Look up all declarations in a scope with the given name, /// including resolved using declarations. This is appropriate /// for checking redeclarations for a using declaration. LookupUsingDeclName, /// Look up an ordinary name that is going to be redeclared as a /// name with linkage. This lookup ignores any declarations that /// are outside of the current scope unless they have linkage. See /// C99 6.2.2p4-5 and C++ [basic.link]p6. LookupRedeclarationWithLinkage, /// Look up a friend of a local class. This lookup does not look /// outside the innermost non-class scope. See C++11 [class.friend]p11. LookupLocalFriendName, /// Look up the name of an Objective-C protocol. LookupObjCProtocolName, /// Look up implicit 'self' parameter of an objective-c method. LookupObjCImplicitSelfParam, /// Look up the name of an OpenMP user-defined reduction operation. LookupOMPReductionName, /// Look up the name of an OpenMP user-defined mapper. LookupOMPMapperName, /// Look up any declaration with any name. LookupAnyName }; /// Specifies whether (or how) name lookup is being performed for a /// redeclaration (vs. a reference). enum RedeclarationKind { /// The lookup is a reference to this name that is not for the /// purpose of redeclaring the name. NotForRedeclaration = 0, /// The lookup results will be used for redeclaration of a name, /// if an entity by that name already exists and is visible. ForVisibleRedeclaration, /// The lookup results will be used for redeclaration of a name /// with external linkage; non-visible lookup results with external linkage /// may also be found. ForExternalRedeclaration }; RedeclarationKind forRedeclarationInCurContext() { // A declaration with an owning module for linkage can never link against // anything that is not visible. We don't need to check linkage here; if // the context has internal linkage, redeclaration lookup won't find things // from other TUs, and we can't safely compute linkage yet in general. if (cast<Decl>(CurContext) ->getOwningModuleForLinkage(/*IgnoreLinkage*/true)) return ForVisibleRedeclaration; return ForExternalRedeclaration; } /// The possible outcomes of name lookup for a literal operator. enum LiteralOperatorLookupResult { /// The lookup resulted in an error. LOLR_Error, /// The lookup found no match but no diagnostic was issued. LOLR_ErrorNoDiagnostic, /// The lookup found a single 'cooked' literal operator, which /// expects a normal literal to be built and passed to it. LOLR_Cooked, /// The lookup found a single 'raw' literal operator, which expects /// a string literal containing the spelling of the literal token. LOLR_Raw, /// The lookup found an overload set of literal operator templates, /// which expect the characters of the spelling of the literal token to be /// passed as a non-type template argument pack. LOLR_Template, /// The lookup found an overload set of literal operator templates, /// which expect the character type and characters of the spelling of the /// string literal token to be passed as template arguments. LOLR_StringTemplatePack, }; SpecialMemberOverloadResult LookupSpecialMember(CXXRecordDecl *D, CXXSpecialMember SM, bool ConstArg, bool VolatileArg, bool RValueThis, bool ConstThis, bool VolatileThis); typedef std::function<void(const TypoCorrection &)> TypoDiagnosticGenerator; typedef std::function<ExprResult(Sema &, TypoExpr *, TypoCorrection)> TypoRecoveryCallback; private: bool CppLookupName(LookupResult &R, Scope *S); struct TypoExprState { std::unique_ptr<TypoCorrectionConsumer> Consumer; TypoDiagnosticGenerator DiagHandler; TypoRecoveryCallback RecoveryHandler; TypoExprState(); TypoExprState(TypoExprState &&other) noexcept; TypoExprState &operator=(TypoExprState &&other) noexcept; }; /// The set of unhandled TypoExprs and their associated state. llvm::MapVector<TypoExpr *, TypoExprState> DelayedTypos; /// Creates a new TypoExpr AST node. TypoExpr *createDelayedTypo(std::unique_ptr<TypoCorrectionConsumer> TCC, TypoDiagnosticGenerator TDG, TypoRecoveryCallback TRC, SourceLocation TypoLoc); // The set of known/encountered (unique, canonicalized) NamespaceDecls. // // The boolean value will be true to indicate that the namespace was loaded // from an AST/PCH file, or false otherwise. llvm::MapVector<NamespaceDecl*, bool> KnownNamespaces; /// Whether we have already loaded known namespaces from an extenal /// source. bool LoadedExternalKnownNamespaces; /// Helper for CorrectTypo and CorrectTypoDelayed used to create and /// populate a new TypoCorrectionConsumer. Returns nullptr if typo correction /// should be skipped entirely. std::unique_ptr<TypoCorrectionConsumer> makeTypoCorrectionConsumer(const DeclarationNameInfo &Typo, Sema::LookupNameKind LookupKind, Scope *S, CXXScopeSpec *SS, CorrectionCandidateCallback &CCC, DeclContext *MemberContext, bool EnteringContext, const ObjCObjectPointerType *OPT, bool ErrorRecovery); public: const TypoExprState &getTypoExprState(TypoExpr *TE) const; /// Clears the state of the given TypoExpr. void clearDelayedTypo(TypoExpr *TE); /// Look up a name, looking for a single declaration. Return /// null if the results were absent, ambiguous, or overloaded. /// /// It is preferable to use the elaborated form and explicitly handle /// ambiguity and overloaded. NamedDecl *LookupSingleName(Scope *S, DeclarationName Name, SourceLocation Loc, LookupNameKind NameKind, RedeclarationKind Redecl = NotForRedeclaration); bool LookupBuiltin(LookupResult &R); void LookupNecessaryTypesForBuiltin(Scope *S, unsigned ID); bool LookupName(LookupResult &R, Scope *S, bool AllowBuiltinCreation = false); bool LookupQualifiedName(LookupResult &R, DeclContext *LookupCtx, bool InUnqualifiedLookup = false); bool LookupQualifiedName(LookupResult &R, DeclContext *LookupCtx, CXXScopeSpec &SS); bool LookupParsedName(LookupResult &R, Scope *S, CXXScopeSpec *SS, bool AllowBuiltinCreation = false, bool EnteringContext = false); ObjCProtocolDecl *LookupProtocol(IdentifierInfo *II, SourceLocation IdLoc, RedeclarationKind Redecl = NotForRedeclaration); bool LookupInSuper(LookupResult &R, CXXRecordDecl *Class); void LookupOverloadedOperatorName(OverloadedOperatorKind Op, Scope *S, UnresolvedSetImpl &Functions); LabelDecl *LookupOrCreateLabel(IdentifierInfo *II, SourceLocation IdentLoc, SourceLocation GnuLabelLoc = SourceLocation()); DeclContextLookupResult LookupConstructors(CXXRecordDecl *Class); CXXConstructorDecl *LookupDefaultConstructor(CXXRecordDecl *Class); CXXConstructorDecl *LookupCopyingConstructor(CXXRecordDecl *Class, unsigned Quals); CXXMethodDecl *LookupCopyingAssignment(CXXRecordDecl *Class, unsigned Quals, bool RValueThis, unsigned ThisQuals); CXXConstructorDecl *LookupMovingConstructor(CXXRecordDecl *Class, unsigned Quals); CXXMethodDecl *LookupMovingAssignment(CXXRecordDecl *Class, unsigned Quals, bool RValueThis, unsigned ThisQuals); CXXDestructorDecl *LookupDestructor(CXXRecordDecl *Class); bool checkLiteralOperatorId(const CXXScopeSpec &SS, const UnqualifiedId &Id); LiteralOperatorLookupResult LookupLiteralOperator(Scope *S, LookupResult &R, ArrayRef<QualType> ArgTys, bool AllowRaw, bool AllowTemplate, bool AllowStringTemplate, bool DiagnoseMissing, StringLiteral *StringLit = nullptr); bool isKnownName(StringRef name); /// Status of the function emission on the CUDA/HIP/OpenMP host/device attrs. enum class FunctionEmissionStatus { Emitted, CUDADiscarded, // Discarded due to CUDA/HIP hostness OMPDiscarded, // Discarded due to OpenMP hostness TemplateDiscarded, // Discarded due to uninstantiated templates Unknown, }; FunctionEmissionStatus getEmissionStatus(FunctionDecl *Decl, bool Final = false); // Whether the callee should be ignored in CUDA/HIP/OpenMP host/device check. bool shouldIgnoreInHostDeviceCheck(FunctionDecl *Callee); void ArgumentDependentLookup(DeclarationName Name, SourceLocation Loc, ArrayRef<Expr *> Args, ADLResult &Functions); void LookupVisibleDecls(Scope *S, LookupNameKind Kind, VisibleDeclConsumer &Consumer, bool IncludeGlobalScope = true, bool LoadExternal = true); void LookupVisibleDecls(DeclContext *Ctx, LookupNameKind Kind, VisibleDeclConsumer &Consumer, bool IncludeGlobalScope = true, bool IncludeDependentBases = false, bool LoadExternal = true); enum CorrectTypoKind { CTK_NonError, // CorrectTypo used in a non error recovery situation. CTK_ErrorRecovery // CorrectTypo used in normal error recovery. }; TypoCorrection CorrectTypo(const DeclarationNameInfo &Typo, Sema::LookupNameKind LookupKind, Scope *S, CXXScopeSpec *SS, CorrectionCandidateCallback &CCC, CorrectTypoKind Mode, DeclContext *MemberContext = nullptr, bool EnteringContext = false, const ObjCObjectPointerType *OPT = nullptr, bool RecordFailure = true); TypoExpr *CorrectTypoDelayed(const DeclarationNameInfo &Typo, Sema::LookupNameKind LookupKind, Scope *S, CXXScopeSpec *SS, CorrectionCandidateCallback &CCC, TypoDiagnosticGenerator TDG, TypoRecoveryCallback TRC, CorrectTypoKind Mode, DeclContext *MemberContext = nullptr, bool EnteringContext = false, const ObjCObjectPointerType *OPT = nullptr); /// Process any TypoExprs in the given Expr and its children, /// generating diagnostics as appropriate and returning a new Expr if there /// were typos that were all successfully corrected and ExprError if one or /// more typos could not be corrected. /// /// \param E The Expr to check for TypoExprs. /// /// \param InitDecl A VarDecl to avoid because the Expr being corrected is its /// initializer. /// /// \param RecoverUncorrectedTypos If true, when typo correction fails, it /// will rebuild the given Expr with all TypoExprs degraded to RecoveryExprs. /// /// \param Filter A function applied to a newly rebuilt Expr to determine if /// it is an acceptable/usable result from a single combination of typo /// corrections. As long as the filter returns ExprError, different /// combinations of corrections will be tried until all are exhausted. ExprResult CorrectDelayedTyposInExpr( Expr *E, VarDecl *InitDecl = nullptr, bool RecoverUncorrectedTypos = false, llvm::function_ref<ExprResult(Expr *)> Filter = [](Expr *E) -> ExprResult { return E; }); ExprResult CorrectDelayedTyposInExpr( ExprResult ER, VarDecl *InitDecl = nullptr, bool RecoverUncorrectedTypos = false, llvm::function_ref<ExprResult(Expr *)> Filter = [](Expr *E) -> ExprResult { return E; }) { return ER.isInvalid() ? ER : CorrectDelayedTyposInExpr(ER.get(), InitDecl, RecoverUncorrectedTypos, Filter); } void diagnoseTypo(const TypoCorrection &Correction, const PartialDiagnostic &TypoDiag, bool ErrorRecovery = true); void diagnoseTypo(const TypoCorrection &Correction, const PartialDiagnostic &TypoDiag, const PartialDiagnostic &PrevNote, bool ErrorRecovery = true); void MarkTypoCorrectedFunctionDefinition(const NamedDecl *F); void FindAssociatedClassesAndNamespaces(SourceLocation InstantiationLoc, ArrayRef<Expr *> Args, AssociatedNamespaceSet &AssociatedNamespaces, AssociatedClassSet &AssociatedClasses); void FilterLookupForScope(LookupResult &R, DeclContext *Ctx, Scope *S, bool ConsiderLinkage, bool AllowInlineNamespace); bool CheckRedeclarationModuleOwnership(NamedDecl *New, NamedDecl *Old); void DiagnoseAmbiguousLookup(LookupResult &Result); //@} /// Attempts to produce a RecoveryExpr after some AST node cannot be created. ExprResult CreateRecoveryExpr(SourceLocation Begin, SourceLocation End, ArrayRef<Expr *> SubExprs, QualType T = QualType()); ObjCInterfaceDecl *getObjCInterfaceDecl(IdentifierInfo *&Id, SourceLocation IdLoc, bool TypoCorrection = false); FunctionDecl *CreateBuiltin(IdentifierInfo *II, QualType Type, unsigned ID, SourceLocation Loc); NamedDecl *LazilyCreateBuiltin(IdentifierInfo *II, unsigned ID, Scope *S, bool ForRedeclaration, SourceLocation Loc); NamedDecl *ImplicitlyDefineFunction(SourceLocation Loc, IdentifierInfo &II, Scope *S); void AddKnownFunctionAttributesForReplaceableGlobalAllocationFunction( FunctionDecl *FD); void AddKnownFunctionAttributes(FunctionDecl *FD); // More parsing and symbol table subroutines. void ProcessPragmaWeak(Scope *S, Decl *D); // Decl attributes - this routine is the top level dispatcher. void ProcessDeclAttributes(Scope *S, Decl *D, const Declarator &PD); // Helper for delayed processing of attributes. void ProcessDeclAttributeDelayed(Decl *D, const ParsedAttributesView &AttrList); void ProcessDeclAttributeList(Scope *S, Decl *D, const ParsedAttributesView &AL, bool IncludeCXX11Attributes = true); bool ProcessAccessDeclAttributeList(AccessSpecDecl *ASDecl, const ParsedAttributesView &AttrList); void checkUnusedDeclAttributes(Declarator &D); /// Determine if type T is a valid subject for a nonnull and similar /// attributes. By default, we look through references (the behavior used by /// nonnull), but if the second parameter is true, then we treat a reference /// type as valid. bool isValidPointerAttrType(QualType T, bool RefOkay = false); bool CheckRegparmAttr(const ParsedAttr &attr, unsigned &value); bool CheckCallingConvAttr(const ParsedAttr &attr, CallingConv &CC, const FunctionDecl *FD = nullptr); bool CheckAttrTarget(const ParsedAttr &CurrAttr); bool CheckAttrNoArgs(const ParsedAttr &CurrAttr); bool checkStringLiteralArgumentAttr(const ParsedAttr &Attr, unsigned ArgNum, StringRef &Str, SourceLocation *ArgLocation = nullptr); bool checkSectionName(SourceLocation LiteralLoc, StringRef Str); bool checkTargetAttr(SourceLocation LiteralLoc, StringRef Str); bool checkMSInheritanceAttrOnDefinition( CXXRecordDecl *RD, SourceRange Range, bool BestCase, MSInheritanceModel SemanticSpelling); void CheckAlignasUnderalignment(Decl *D); /// Adjust the calling convention of a method to be the ABI default if it /// wasn't specified explicitly. This handles method types formed from /// function type typedefs and typename template arguments. void adjustMemberFunctionCC(QualType &T, bool IsStatic, bool IsCtorOrDtor, SourceLocation Loc); // Check if there is an explicit attribute, but only look through parens. // The intent is to look for an attribute on the current declarator, but not // one that came from a typedef. bool hasExplicitCallingConv(QualType T); /// Get the outermost AttributedType node that sets a calling convention. /// Valid types should not have multiple attributes with different CCs. const AttributedType *getCallingConvAttributedType(QualType T) const; /// Stmt attributes - this routine is the top level dispatcher. StmtResult ProcessStmtAttributes(Stmt *Stmt, const ParsedAttributesView &Attrs, SourceRange Range); void WarnConflictingTypedMethods(ObjCMethodDecl *Method, ObjCMethodDecl *MethodDecl, bool IsProtocolMethodDecl); void CheckConflictingOverridingMethod(ObjCMethodDecl *Method, ObjCMethodDecl *Overridden, bool IsProtocolMethodDecl); /// WarnExactTypedMethods - This routine issues a warning if method /// implementation declaration matches exactly that of its declaration. void WarnExactTypedMethods(ObjCMethodDecl *Method, ObjCMethodDecl *MethodDecl, bool IsProtocolMethodDecl); typedef llvm::SmallPtrSet<Selector, 8> SelectorSet; /// CheckImplementationIvars - This routine checks if the instance variables /// listed in the implelementation match those listed in the interface. void CheckImplementationIvars(ObjCImplementationDecl *ImpDecl, ObjCIvarDecl **Fields, unsigned nIvars, SourceLocation Loc); /// ImplMethodsVsClassMethods - This is main routine to warn if any method /// remains unimplemented in the class or category \@implementation. void ImplMethodsVsClassMethods(Scope *S, ObjCImplDecl* IMPDecl, ObjCContainerDecl* IDecl, bool IncompleteImpl = false); /// DiagnoseUnimplementedProperties - This routine warns on those properties /// which must be implemented by this implementation. void DiagnoseUnimplementedProperties(Scope *S, ObjCImplDecl* IMPDecl, ObjCContainerDecl *CDecl, bool SynthesizeProperties); /// Diagnose any null-resettable synthesized setters. void diagnoseNullResettableSynthesizedSetters(const ObjCImplDecl *impDecl); /// DefaultSynthesizeProperties - This routine default synthesizes all /// properties which must be synthesized in the class's \@implementation. void DefaultSynthesizeProperties(Scope *S, ObjCImplDecl *IMPDecl, ObjCInterfaceDecl *IDecl, SourceLocation AtEnd); void DefaultSynthesizeProperties(Scope *S, Decl *D, SourceLocation AtEnd); /// IvarBacksCurrentMethodAccessor - This routine returns 'true' if 'IV' is /// an ivar synthesized for 'Method' and 'Method' is a property accessor /// declared in class 'IFace'. bool IvarBacksCurrentMethodAccessor(ObjCInterfaceDecl *IFace, ObjCMethodDecl *Method, ObjCIvarDecl *IV); /// DiagnoseUnusedBackingIvarInAccessor - Issue an 'unused' warning if ivar which /// backs the property is not used in the property's accessor. void DiagnoseUnusedBackingIvarInAccessor(Scope *S, const ObjCImplementationDecl *ImplD); /// GetIvarBackingPropertyAccessor - If method is a property setter/getter and /// it property has a backing ivar, returns this ivar; otherwise, returns NULL. /// It also returns ivar's property on success. ObjCIvarDecl *GetIvarBackingPropertyAccessor(const ObjCMethodDecl *Method, const ObjCPropertyDecl *&PDecl) const; /// Called by ActOnProperty to handle \@property declarations in /// class extensions. ObjCPropertyDecl *HandlePropertyInClassExtension(Scope *S, SourceLocation AtLoc, SourceLocation LParenLoc, FieldDeclarator &FD, Selector GetterSel, SourceLocation GetterNameLoc, Selector SetterSel, SourceLocation SetterNameLoc, const bool isReadWrite, unsigned &Attributes, const unsigned AttributesAsWritten, QualType T, TypeSourceInfo *TSI, tok::ObjCKeywordKind MethodImplKind); /// Called by ActOnProperty and HandlePropertyInClassExtension to /// handle creating the ObjcPropertyDecl for a category or \@interface. ObjCPropertyDecl *CreatePropertyDecl(Scope *S, ObjCContainerDecl *CDecl, SourceLocation AtLoc, SourceLocation LParenLoc, FieldDeclarator &FD, Selector GetterSel, SourceLocation GetterNameLoc, Selector SetterSel, SourceLocation SetterNameLoc, const bool isReadWrite, const unsigned Attributes, const unsigned AttributesAsWritten, QualType T, TypeSourceInfo *TSI, tok::ObjCKeywordKind MethodImplKind, DeclContext *lexicalDC = nullptr); /// AtomicPropertySetterGetterRules - This routine enforces the rule (via /// warning) when atomic property has one but not the other user-declared /// setter or getter. void AtomicPropertySetterGetterRules(ObjCImplDecl* IMPDecl, ObjCInterfaceDecl* IDecl); void DiagnoseOwningPropertyGetterSynthesis(const ObjCImplementationDecl *D); void DiagnoseMissingDesignatedInitOverrides( const ObjCImplementationDecl *ImplD, const ObjCInterfaceDecl *IFD); void DiagnoseDuplicateIvars(ObjCInterfaceDecl *ID, ObjCInterfaceDecl *SID); enum MethodMatchStrategy { MMS_loose, MMS_strict }; /// MatchTwoMethodDeclarations - Checks if two methods' type match and returns /// true, or false, accordingly. bool MatchTwoMethodDeclarations(const ObjCMethodDecl *Method, const ObjCMethodDecl *PrevMethod, MethodMatchStrategy strategy = MMS_strict); /// MatchAllMethodDeclarations - Check methods declaraed in interface or /// or protocol against those declared in their implementations. void MatchAllMethodDeclarations(const SelectorSet &InsMap, const SelectorSet &ClsMap, SelectorSet &InsMapSeen, SelectorSet &ClsMapSeen, ObjCImplDecl* IMPDecl, ObjCContainerDecl* IDecl, bool &IncompleteImpl, bool ImmediateClass, bool WarnCategoryMethodImpl=false); /// CheckCategoryVsClassMethodMatches - Checks that methods implemented in /// category matches with those implemented in its primary class and /// warns each time an exact match is found. void CheckCategoryVsClassMethodMatches(ObjCCategoryImplDecl *CatIMP); /// Add the given method to the list of globally-known methods. void addMethodToGlobalList(ObjCMethodList *List, ObjCMethodDecl *Method); /// Returns default addr space for method qualifiers. LangAS getDefaultCXXMethodAddrSpace() const; private: /// AddMethodToGlobalPool - Add an instance or factory method to the global /// pool. See descriptoin of AddInstanceMethodToGlobalPool. void AddMethodToGlobalPool(ObjCMethodDecl *Method, bool impl, bool instance); /// LookupMethodInGlobalPool - Returns the instance or factory method and /// optionally warns if there are multiple signatures. ObjCMethodDecl *LookupMethodInGlobalPool(Selector Sel, SourceRange R, bool receiverIdOrClass, bool instance); public: /// - Returns instance or factory methods in global method pool for /// given selector. It checks the desired kind first, if none is found, and /// parameter checkTheOther is set, it then checks the other kind. If no such /// method or only one method is found, function returns false; otherwise, it /// returns true. bool CollectMultipleMethodsInGlobalPool(Selector Sel, SmallVectorImpl<ObjCMethodDecl*>& Methods, bool InstanceFirst, bool CheckTheOther, const ObjCObjectType *TypeBound = nullptr); bool AreMultipleMethodsInGlobalPool(Selector Sel, ObjCMethodDecl *BestMethod, SourceRange R, bool receiverIdOrClass, SmallVectorImpl<ObjCMethodDecl*>& Methods); void DiagnoseMultipleMethodInGlobalPool(SmallVectorImpl<ObjCMethodDecl*> &Methods, Selector Sel, SourceRange R, bool receiverIdOrClass); private: /// - Returns a selector which best matches given argument list or /// nullptr if none could be found ObjCMethodDecl *SelectBestMethod(Selector Sel, MultiExprArg Args, bool IsInstance, SmallVectorImpl<ObjCMethodDecl*>& Methods); /// Record the typo correction failure and return an empty correction. TypoCorrection FailedCorrection(IdentifierInfo *Typo, SourceLocation TypoLoc, bool RecordFailure = true) { if (RecordFailure) TypoCorrectionFailures[Typo].insert(TypoLoc); return TypoCorrection(); } public: /// AddInstanceMethodToGlobalPool - All instance methods in a translation /// unit are added to a global pool. This allows us to efficiently associate /// a selector with a method declaraation for purposes of typechecking /// messages sent to "id" (where the class of the object is unknown). void AddInstanceMethodToGlobalPool(ObjCMethodDecl *Method, bool impl=false) { AddMethodToGlobalPool(Method, impl, /*instance*/true); } /// AddFactoryMethodToGlobalPool - Same as above, but for factory methods. void AddFactoryMethodToGlobalPool(ObjCMethodDecl *Method, bool impl=false) { AddMethodToGlobalPool(Method, impl, /*instance*/false); } /// AddAnyMethodToGlobalPool - Add any method, instance or factory to global /// pool. void AddAnyMethodToGlobalPool(Decl *D); /// LookupInstanceMethodInGlobalPool - Returns the method and warns if /// there are multiple signatures. ObjCMethodDecl *LookupInstanceMethodInGlobalPool(Selector Sel, SourceRange R, bool receiverIdOrClass=false) { return LookupMethodInGlobalPool(Sel, R, receiverIdOrClass, /*instance*/true); } /// LookupFactoryMethodInGlobalPool - Returns the method and warns if /// there are multiple signatures. ObjCMethodDecl *LookupFactoryMethodInGlobalPool(Selector Sel, SourceRange R, bool receiverIdOrClass=false) { return LookupMethodInGlobalPool(Sel, R, receiverIdOrClass, /*instance*/false); } const ObjCMethodDecl *SelectorsForTypoCorrection(Selector Sel, QualType ObjectType=QualType()); /// LookupImplementedMethodInGlobalPool - Returns the method which has an /// implementation. ObjCMethodDecl *LookupImplementedMethodInGlobalPool(Selector Sel); /// CollectIvarsToConstructOrDestruct - Collect those ivars which require /// initialization. void CollectIvarsToConstructOrDestruct(ObjCInterfaceDecl *OI, SmallVectorImpl<ObjCIvarDecl*> &Ivars); //===--------------------------------------------------------------------===// // Statement Parsing Callbacks: SemaStmt.cpp. public: class FullExprArg { public: FullExprArg() : E(nullptr) { } FullExprArg(Sema &actions) : E(nullptr) { } ExprResult release() { return E; } Expr *get() const { return E; } Expr *operator->() { return E; } private: // FIXME: No need to make the entire Sema class a friend when it's just // Sema::MakeFullExpr that needs access to the constructor below. friend class Sema; explicit FullExprArg(Expr *expr) : E(expr) {} Expr *E; }; FullExprArg MakeFullExpr(Expr *Arg) { return MakeFullExpr(Arg, Arg ? Arg->getExprLoc() : SourceLocation()); } FullExprArg MakeFullExpr(Expr *Arg, SourceLocation CC) { return FullExprArg( ActOnFinishFullExpr(Arg, CC, /*DiscardedValue*/ false).get()); } FullExprArg MakeFullDiscardedValueExpr(Expr *Arg) { ExprResult FE = ActOnFinishFullExpr(Arg, Arg ? Arg->getExprLoc() : SourceLocation(), /*DiscardedValue*/ true); return FullExprArg(FE.get()); } StmtResult ActOnExprStmt(ExprResult Arg, bool DiscardedValue = true); StmtResult ActOnExprStmtError(); StmtResult ActOnNullStmt(SourceLocation SemiLoc, bool HasLeadingEmptyMacro = false); void ActOnStartOfCompoundStmt(bool IsStmtExpr); void ActOnAfterCompoundStatementLeadingPragmas(); void ActOnFinishOfCompoundStmt(); StmtResult ActOnCompoundStmt(SourceLocation L, SourceLocation R, ArrayRef<Stmt *> Elts, bool isStmtExpr); /// A RAII object to enter scope of a compound statement. class CompoundScopeRAII { public: CompoundScopeRAII(Sema &S, bool IsStmtExpr = false) : S(S) { S.ActOnStartOfCompoundStmt(IsStmtExpr); } ~CompoundScopeRAII() { S.ActOnFinishOfCompoundStmt(); } private: Sema &S; }; /// An RAII helper that pops function a function scope on exit. struct FunctionScopeRAII { Sema &S; bool Active; FunctionScopeRAII(Sema &S) : S(S), Active(true) {} ~FunctionScopeRAII() { if (Active) S.PopFunctionScopeInfo(); } void disable() { Active = false; } }; StmtResult ActOnDeclStmt(DeclGroupPtrTy Decl, SourceLocation StartLoc, SourceLocation EndLoc); void ActOnForEachDeclStmt(DeclGroupPtrTy Decl); StmtResult ActOnForEachLValueExpr(Expr *E); ExprResult ActOnCaseExpr(SourceLocation CaseLoc, ExprResult Val); StmtResult ActOnCaseStmt(SourceLocation CaseLoc, ExprResult LHS, SourceLocation DotDotDotLoc, ExprResult RHS, SourceLocation ColonLoc); void ActOnCaseStmtBody(Stmt *CaseStmt, Stmt *SubStmt); StmtResult ActOnDefaultStmt(SourceLocation DefaultLoc, SourceLocation ColonLoc, Stmt *SubStmt, Scope *CurScope); StmtResult ActOnLabelStmt(SourceLocation IdentLoc, LabelDecl *TheDecl, SourceLocation ColonLoc, Stmt *SubStmt); StmtResult ActOnAttributedStmt(SourceLocation AttrLoc, ArrayRef<const Attr*> Attrs, Stmt *SubStmt); class ConditionResult; StmtResult ActOnIfStmt(SourceLocation IfLoc, bool IsConstexpr, SourceLocation LParenLoc, Stmt *InitStmt, ConditionResult Cond, SourceLocation RParenLoc, Stmt *ThenVal, SourceLocation ElseLoc, Stmt *ElseVal); StmtResult BuildIfStmt(SourceLocation IfLoc, bool IsConstexpr, SourceLocation LParenLoc, Stmt *InitStmt, ConditionResult Cond, SourceLocation RParenLoc, Stmt *ThenVal, SourceLocation ElseLoc, Stmt *ElseVal); StmtResult ActOnStartOfSwitchStmt(SourceLocation SwitchLoc, SourceLocation LParenLoc, Stmt *InitStmt, ConditionResult Cond, SourceLocation RParenLoc); StmtResult ActOnFinishSwitchStmt(SourceLocation SwitchLoc, Stmt *Switch, Stmt *Body); StmtResult ActOnWhileStmt(SourceLocation WhileLoc, SourceLocation LParenLoc, ConditionResult Cond, SourceLocation RParenLoc, Stmt *Body); StmtResult ActOnDoStmt(SourceLocation DoLoc, Stmt *Body, SourceLocation WhileLoc, SourceLocation CondLParen, Expr *Cond, SourceLocation CondRParen); StmtResult ActOnForStmt(SourceLocation ForLoc, SourceLocation LParenLoc, Stmt *First, ConditionResult Second, FullExprArg Third, SourceLocation RParenLoc, Stmt *Body); ExprResult CheckObjCForCollectionOperand(SourceLocation forLoc, Expr *collection); StmtResult ActOnObjCForCollectionStmt(SourceLocation ForColLoc, Stmt *First, Expr *collection, SourceLocation RParenLoc); StmtResult FinishObjCForCollectionStmt(Stmt *ForCollection, Stmt *Body); enum BuildForRangeKind { /// Initial building of a for-range statement. BFRK_Build, /// Instantiation or recovery rebuild of a for-range statement. Don't /// attempt any typo-correction. BFRK_Rebuild, /// Determining whether a for-range statement could be built. Avoid any /// unnecessary or irreversible actions. BFRK_Check }; StmtResult ActOnCXXForRangeStmt(Scope *S, SourceLocation ForLoc, SourceLocation CoawaitLoc, Stmt *InitStmt, Stmt *LoopVar, SourceLocation ColonLoc, Expr *Collection, SourceLocation RParenLoc, BuildForRangeKind Kind); StmtResult BuildCXXForRangeStmt(SourceLocation ForLoc, SourceLocation CoawaitLoc, Stmt *InitStmt, SourceLocation ColonLoc, Stmt *RangeDecl, Stmt *Begin, Stmt *End, Expr *Cond, Expr *Inc, Stmt *LoopVarDecl, SourceLocation RParenLoc, BuildForRangeKind Kind); StmtResult FinishCXXForRangeStmt(Stmt *ForRange, Stmt *Body); StmtResult ActOnGotoStmt(SourceLocation GotoLoc, SourceLocation LabelLoc, LabelDecl *TheDecl); StmtResult ActOnIndirectGotoStmt(SourceLocation GotoLoc, SourceLocation StarLoc, Expr *DestExp); StmtResult ActOnContinueStmt(SourceLocation ContinueLoc, Scope *CurScope); StmtResult ActOnBreakStmt(SourceLocation BreakLoc, Scope *CurScope); void ActOnCapturedRegionStart(SourceLocation Loc, Scope *CurScope, CapturedRegionKind Kind, unsigned NumParams); typedef std::pair<StringRef, QualType> CapturedParamNameType; void ActOnCapturedRegionStart(SourceLocation Loc, Scope *CurScope, CapturedRegionKind Kind, ArrayRef<CapturedParamNameType> Params, unsigned OpenMPCaptureLevel = 0); StmtResult ActOnCapturedRegionEnd(Stmt *S); void ActOnCapturedRegionError(); RecordDecl *CreateCapturedStmtRecordDecl(CapturedDecl *&CD, SourceLocation Loc, unsigned NumParams); enum CopyElisionSemanticsKind { CES_Strict = 0, CES_AllowParameters = 1, CES_AllowDifferentTypes = 2, CES_AllowExceptionVariables = 4, CES_FormerDefault = (CES_AllowParameters), CES_Default = (CES_AllowParameters | CES_AllowDifferentTypes), CES_AsIfByStdMove = (CES_AllowParameters | CES_AllowDifferentTypes | CES_AllowExceptionVariables), }; StmtResult ActOnSyncStmt(SourceLocation SyncLoc, StringRef sv); StmtResult ActOnSpawnStmt(SourceLocation SpawnLoc, StringRef sv, Stmt *S); VarDecl *getCopyElisionCandidate(QualType ReturnType, Expr *E, CopyElisionSemanticsKind CESK); bool isCopyElisionCandidate(QualType ReturnType, const VarDecl *VD, CopyElisionSemanticsKind CESK); void DiagnoseCilkSpawn(Stmt *S); StmtResult ActOnCilkScopeStmt(SourceLocation ScopeLoc, Stmt *S); StmtResult ActOnCilkSyncStmt(SourceLocation SyncLoc); StmtResult ActOnCilkSpawnStmt(SourceLocation SpawnLoc, Stmt *S); ExprResult ActOnCilkSpawnExpr(SourceLocation SpawnLoc, Expr *E); StmtResult HandleSimpleCilkForStmt(SourceLocation CilkForLoc, SourceLocation LParenLoc, Stmt *First, Expr *Condition, Expr *Increment, SourceLocation RParenLoc, Stmt *Body); StmtResult LiftCilkForLoopLimit(SourceLocation CilkForLoc, Stmt *First, Expr **Second); StmtResult ActOnCilkForStmt(SourceLocation CilkForLoc, SourceLocation LParenLoc, Stmt *Init, DeclStmt *Limit, ConditionResult InitCond, DeclStmt *Begin, DeclStmt *End, ConditionResult second, FullExprArg third, SourceLocation RParenLoc, Stmt *Body, DeclStmt *LoopVar = nullptr); StmtResult BuildCilkForStmt(SourceLocation CilkForLoc, SourceLocation LParenLoc, Stmt *Init, Expr *Cond, Expr *Inc, SourceLocation RParenLoc, Stmt *Body, Expr *LoopCount, Expr *Stride, QualType SpanType); StmtResult ActOnForallStmt(SourceLocation ForLoc, SourceLocation LParenLoc, Stmt *First, ConditionResult Second, FullExprArg Third, SourceLocation RParenLoc, Stmt *Body); StmtResult ActOnCXXForallRangeStmt(Scope *S, SourceLocation ForLoc, SourceLocation CoawaitLoc, Stmt *InitStmt, Stmt *LoopVar, SourceLocation ColonLoc, Expr *Collection, SourceLocation RParenLoc, BuildForRangeKind Kind); StmtResult BuildCXXForallRangeStmt( SourceLocation ForLoc, SourceLocation CoawaitLoc, Stmt *InitStmt, SourceLocation ColonLoc, Stmt *RangeDecl, Stmt *Begin, Stmt *End, Stmt *Index, Stmt *IndexEnd, Expr *Cond, Expr *Inc, Stmt *LoopVarDecl, SourceLocation RParenLoc, BuildForRangeKind Kind); StmtResult FinishCXXForallRangeStmt(Stmt *ForRange, Stmt *Body); StmtResult ActOnReturnStmt(SourceLocation ReturnLoc, Expr *RetValExp, Scope *CurScope); StmtResult BuildReturnStmt(SourceLocation ReturnLoc, Expr *RetValExp); StmtResult ActOnCapScopeReturnStmt(SourceLocation ReturnLoc, Expr *RetValExp); StmtResult ActOnGCCAsmStmt(SourceLocation AsmLoc, bool IsSimple, bool IsVolatile, unsigned NumOutputs, unsigned NumInputs, IdentifierInfo **Names, MultiExprArg Constraints, MultiExprArg Exprs, Expr *AsmString, MultiExprArg Clobbers, unsigned NumLabels, SourceLocation RParenLoc); void FillInlineAsmIdentifierInfo(Expr *Res, llvm::InlineAsmIdentifierInfo &Info); ExprResult LookupInlineAsmIdentifier(CXXScopeSpec &SS, SourceLocation TemplateKWLoc, UnqualifiedId &Id, bool IsUnevaluatedContext); bool LookupInlineAsmField(StringRef Base, StringRef Member, unsigned &Offset, SourceLocation AsmLoc); ExprResult LookupInlineAsmVarDeclField(Expr *RefExpr, StringRef Member, SourceLocation AsmLoc); StmtResult ActOnMSAsmStmt(SourceLocation AsmLoc, SourceLocation LBraceLoc, ArrayRef<Token> AsmToks, StringRef AsmString, unsigned NumOutputs, unsigned NumInputs, ArrayRef<StringRef> Constraints, ArrayRef<StringRef> Clobbers, ArrayRef<Expr*> Exprs, SourceLocation EndLoc); LabelDecl *GetOrCreateMSAsmLabel(StringRef ExternalLabelName, SourceLocation Location, bool AlwaysCreate); VarDecl *BuildObjCExceptionDecl(TypeSourceInfo *TInfo, QualType ExceptionType, SourceLocation StartLoc, SourceLocation IdLoc, IdentifierInfo *Id, bool Invalid = false); Decl *ActOnObjCExceptionDecl(Scope *S, Declarator &D); StmtResult ActOnObjCAtCatchStmt(SourceLocation AtLoc, SourceLocation RParen, Decl *Parm, Stmt *Body); StmtResult ActOnObjCAtFinallyStmt(SourceLocation AtLoc, Stmt *Body); StmtResult ActOnObjCAtTryStmt(SourceLocation AtLoc, Stmt *Try, MultiStmtArg Catch, Stmt *Finally); StmtResult BuildObjCAtThrowStmt(SourceLocation AtLoc, Expr *Throw); StmtResult ActOnObjCAtThrowStmt(SourceLocation AtLoc, Expr *Throw, Scope *CurScope); ExprResult ActOnObjCAtSynchronizedOperand(SourceLocation atLoc, Expr *operand); StmtResult ActOnObjCAtSynchronizedStmt(SourceLocation AtLoc, Expr *SynchExpr, Stmt *SynchBody); StmtResult ActOnObjCAutoreleasePoolStmt(SourceLocation AtLoc, Stmt *Body); VarDecl *BuildExceptionDeclaration(Scope *S, TypeSourceInfo *TInfo, SourceLocation StartLoc, SourceLocation IdLoc, IdentifierInfo *Id); Decl *ActOnExceptionDeclarator(Scope *S, Declarator &D); StmtResult ActOnCXXCatchBlock(SourceLocation CatchLoc, Decl *ExDecl, Stmt *HandlerBlock); StmtResult ActOnCXXTryBlock(SourceLocation TryLoc, Stmt *TryBlock, ArrayRef<Stmt *> Handlers); StmtResult ActOnSEHTryBlock(bool IsCXXTry, // try (true) or __try (false) ? SourceLocation TryLoc, Stmt *TryBlock, Stmt *Handler); StmtResult ActOnSEHExceptBlock(SourceLocation Loc, Expr *FilterExpr, Stmt *Block); void ActOnStartSEHFinallyBlock(); void ActOnAbortSEHFinallyBlock(); StmtResult ActOnFinishSEHFinallyBlock(SourceLocation Loc, Stmt *Block); StmtResult ActOnSEHLeaveStmt(SourceLocation Loc, Scope *CurScope); void DiagnoseReturnInConstructorExceptionHandler(CXXTryStmt *TryBlock); bool ShouldWarnIfUnusedFileScopedDecl(const DeclaratorDecl *D) const; /// If it's a file scoped decl that must warn if not used, keep track /// of it. void MarkUnusedFileScopedDecl(const DeclaratorDecl *D); /// DiagnoseUnusedExprResult - If the statement passed in is an expression /// whose result is unused, warn. void DiagnoseUnusedExprResult(const Stmt *S); void DiagnoseUnusedNestedTypedefs(const RecordDecl *D); void DiagnoseUnusedDecl(const NamedDecl *ND); /// Emit \p DiagID if statement located on \p StmtLoc has a suspicious null /// statement as a \p Body, and it is located on the same line. /// /// This helps prevent bugs due to typos, such as: /// if (condition); /// do_stuff(); void DiagnoseEmptyStmtBody(SourceLocation StmtLoc, const Stmt *Body, unsigned DiagID); /// Warn if a for/while loop statement \p S, which is followed by /// \p PossibleBody, has a suspicious null statement as a body. void DiagnoseEmptyLoopBody(const Stmt *S, const Stmt *PossibleBody); /// Warn if a value is moved to itself. void DiagnoseSelfMove(const Expr *LHSExpr, const Expr *RHSExpr, SourceLocation OpLoc); /// Warn if we're implicitly casting from a _Nullable pointer type to a /// _Nonnull one. void diagnoseNullableToNonnullConversion(QualType DstType, QualType SrcType, SourceLocation Loc); /// Warn when implicitly casting 0 to nullptr. void diagnoseZeroToNullptrConversion(CastKind Kind, const Expr *E); ParsingDeclState PushParsingDeclaration(sema::DelayedDiagnosticPool &pool) { return DelayedDiagnostics.push(pool); } void PopParsingDeclaration(ParsingDeclState state, Decl *decl); typedef ProcessingContextState ParsingClassState; ParsingClassState PushParsingClass() { ParsingClassDepth++; return DelayedDiagnostics.pushUndelayed(); } void PopParsingClass(ParsingClassState state) { ParsingClassDepth--; DelayedDiagnostics.popUndelayed(state); } void redelayDiagnostics(sema::DelayedDiagnosticPool &pool); void DiagnoseAvailabilityOfDecl(NamedDecl *D, ArrayRef<SourceLocation> Locs, const ObjCInterfaceDecl *UnknownObjCClass, bool ObjCPropertyAccess, bool AvoidPartialAvailabilityChecks = false, ObjCInterfaceDecl *ClassReceiver = nullptr); bool makeUnavailableInSystemHeader(SourceLocation loc, UnavailableAttr::ImplicitReason reason); /// Issue any -Wunguarded-availability warnings in \c FD void DiagnoseUnguardedAvailabilityViolations(Decl *FD); void handleDelayedAvailabilityCheck(sema::DelayedDiagnostic &DD, Decl *Ctx); //===--------------------------------------------------------------------===// // Expression Parsing Callbacks: SemaExpr.cpp. bool CanUseDecl(NamedDecl *D, bool TreatUnavailableAsInvalid); bool DiagnoseUseOfDecl(NamedDecl *D, ArrayRef<SourceLocation> Locs, const ObjCInterfaceDecl *UnknownObjCClass = nullptr, bool ObjCPropertyAccess = false, bool AvoidPartialAvailabilityChecks = false, ObjCInterfaceDecl *ClassReciever = nullptr); void NoteDeletedFunction(FunctionDecl *FD); void NoteDeletedInheritingConstructor(CXXConstructorDecl *CD); bool DiagnosePropertyAccessorMismatch(ObjCPropertyDecl *PD, ObjCMethodDecl *Getter, SourceLocation Loc); void DiagnoseSentinelCalls(NamedDecl *D, SourceLocation Loc, ArrayRef<Expr *> Args); void PushExpressionEvaluationContext( ExpressionEvaluationContext NewContext, Decl *LambdaContextDecl = nullptr, ExpressionEvaluationContextRecord::ExpressionKind Type = ExpressionEvaluationContextRecord::EK_Other); enum ReuseLambdaContextDecl_t { ReuseLambdaContextDecl }; void PushExpressionEvaluationContext( ExpressionEvaluationContext NewContext, ReuseLambdaContextDecl_t, ExpressionEvaluationContextRecord::ExpressionKind Type = ExpressionEvaluationContextRecord::EK_Other); void PopExpressionEvaluationContext(); void DiscardCleanupsInEvaluationContext(); ExprResult TransformToPotentiallyEvaluated(Expr *E); ExprResult HandleExprEvaluationContextForTypeof(Expr *E); ExprResult CheckUnevaluatedOperand(Expr *E); void CheckUnusedVolatileAssignment(Expr *E); ExprResult ActOnConstantExpression(ExprResult Res); // Functions for marking a declaration referenced. These functions also // contain the relevant logic for marking if a reference to a function or // variable is an odr-use (in the C++11 sense). There are separate variants // for expressions referring to a decl; these exist because odr-use marking // needs to be delayed for some constant variables when we build one of the // named expressions. // // MightBeOdrUse indicates whether the use could possibly be an odr-use, and // should usually be true. This only needs to be set to false if the lack of // odr-use cannot be determined from the current context (for instance, // because the name denotes a virtual function and was written without an // explicit nested-name-specifier). void MarkAnyDeclReferenced(SourceLocation Loc, Decl *D, bool MightBeOdrUse); void MarkFunctionReferenced(SourceLocation Loc, FunctionDecl *Func, bool MightBeOdrUse = true); void MarkVariableReferenced(SourceLocation Loc, VarDecl *Var); void MarkDeclRefReferenced(DeclRefExpr *E, const Expr *Base = nullptr); void MarkMemberReferenced(MemberExpr *E); void MarkFunctionParmPackReferenced(FunctionParmPackExpr *E); void MarkCaptureUsedInEnclosingContext(VarDecl *Capture, SourceLocation Loc, unsigned CapturingScopeIndex); ExprResult CheckLValueToRValueConversionOperand(Expr *E); void CleanupVarDeclMarking(); enum TryCaptureKind { TryCapture_Implicit, TryCapture_ExplicitByVal, TryCapture_ExplicitByRef }; /// Try to capture the given variable. /// /// \param Var The variable to capture. /// /// \param Loc The location at which the capture occurs. /// /// \param Kind The kind of capture, which may be implicit (for either a /// block or a lambda), or explicit by-value or by-reference (for a lambda). /// /// \param EllipsisLoc The location of the ellipsis, if one is provided in /// an explicit lambda capture. /// /// \param BuildAndDiagnose Whether we are actually supposed to add the /// captures or diagnose errors. If false, this routine merely check whether /// the capture can occur without performing the capture itself or complaining /// if the variable cannot be captured. /// /// \param CaptureType Will be set to the type of the field used to capture /// this variable in the innermost block or lambda. Only valid when the /// variable can be captured. /// /// \param DeclRefType Will be set to the type of a reference to the capture /// from within the current scope. Only valid when the variable can be /// captured. /// /// \param FunctionScopeIndexToStopAt If non-null, it points to the index /// of the FunctionScopeInfo stack beyond which we do not attempt to capture. /// This is useful when enclosing lambdas must speculatively capture /// variables that may or may not be used in certain specializations of /// a nested generic lambda. /// /// \returns true if an error occurred (i.e., the variable cannot be /// captured) and false if the capture succeeded. bool tryCaptureVariable(VarDecl *Var, SourceLocation Loc, TryCaptureKind Kind, SourceLocation EllipsisLoc, bool BuildAndDiagnose, QualType &CaptureType, QualType &DeclRefType, const unsigned *const FunctionScopeIndexToStopAt); /// Try to capture the given variable. bool tryCaptureVariable(VarDecl *Var, SourceLocation Loc, TryCaptureKind Kind = TryCapture_Implicit, SourceLocation EllipsisLoc = SourceLocation()); /// Checks if the variable must be captured. bool NeedToCaptureVariable(VarDecl *Var, SourceLocation Loc); /// Given a variable, determine the type that a reference to that /// variable will have in the given scope. QualType getCapturedDeclRefType(VarDecl *Var, SourceLocation Loc); /// Mark all of the declarations referenced within a particular AST node as /// referenced. Used when template instantiation instantiates a non-dependent /// type -- entities referenced by the type are now referenced. void MarkDeclarationsReferencedInType(SourceLocation Loc, QualType T); void MarkDeclarationsReferencedInExpr(Expr *E, bool SkipLocalVariables = false); /// Try to recover by turning the given expression into a /// call. Returns true if recovery was attempted or an error was /// emitted; this may also leave the ExprResult invalid. bool tryToRecoverWithCall(ExprResult &E, const PartialDiagnostic &PD, bool ForceComplain = false, bool (*IsPlausibleResult)(QualType) = nullptr); /// Figure out if an expression could be turned into a call. bool tryExprAsCall(Expr &E, QualType &ZeroArgCallReturnTy, UnresolvedSetImpl &NonTemplateOverloads); /// Try to convert an expression \p E to type \p Ty. Returns the result of the /// conversion. ExprResult tryConvertExprToType(Expr *E, QualType Ty); /// Conditionally issue a diagnostic based on the current /// evaluation context. /// /// \param Statement If Statement is non-null, delay reporting the /// diagnostic until the function body is parsed, and then do a basic /// reachability analysis to determine if the statement is reachable. /// If it is unreachable, the diagnostic will not be emitted. bool DiagRuntimeBehavior(SourceLocation Loc, const Stmt *Statement, const PartialDiagnostic &PD); /// Similar, but diagnostic is only produced if all the specified statements /// are reachable. bool DiagRuntimeBehavior(SourceLocation Loc, ArrayRef<const Stmt*> Stmts, const PartialDiagnostic &PD); // Primary Expressions. SourceRange getExprRange(Expr *E) const; ExprResult ActOnIdExpression( Scope *S, CXXScopeSpec &SS, SourceLocation TemplateKWLoc, UnqualifiedId &Id, bool HasTrailingLParen, bool IsAddressOfOperand, CorrectionCandidateCallback *CCC = nullptr, bool IsInlineAsmIdentifier = false, Token *KeywordReplacement = nullptr); void DecomposeUnqualifiedId(const UnqualifiedId &Id, TemplateArgumentListInfo &Buffer, DeclarationNameInfo &NameInfo, const TemplateArgumentListInfo *&TemplateArgs); bool DiagnoseDependentMemberLookup(LookupResult &R); bool DiagnoseEmptyLookup(Scope *S, CXXScopeSpec &SS, LookupResult &R, CorrectionCandidateCallback &CCC, TemplateArgumentListInfo *ExplicitTemplateArgs = nullptr, ArrayRef<Expr *> Args = None, TypoExpr **Out = nullptr); DeclResult LookupIvarInObjCMethod(LookupResult &Lookup, Scope *S, IdentifierInfo *II); ExprResult BuildIvarRefExpr(Scope *S, SourceLocation Loc, ObjCIvarDecl *IV); ExprResult LookupInObjCMethod(LookupResult &LookUp, Scope *S, IdentifierInfo *II, bool AllowBuiltinCreation=false); ExprResult ActOnDependentIdExpression(const CXXScopeSpec &SS, SourceLocation TemplateKWLoc, const DeclarationNameInfo &NameInfo, bool isAddressOfOperand, const TemplateArgumentListInfo *TemplateArgs); /// If \p D cannot be odr-used in the current expression evaluation context, /// return a reason explaining why. Otherwise, return NOUR_None. NonOdrUseReason getNonOdrUseReasonInCurrentContext(ValueDecl *D); DeclRefExpr *BuildDeclRefExpr(ValueDecl *D, QualType Ty, ExprValueKind VK, SourceLocation Loc, const CXXScopeSpec *SS = nullptr); DeclRefExpr * BuildDeclRefExpr(ValueDecl *D, QualType Ty, ExprValueKind VK, const DeclarationNameInfo &NameInfo, const CXXScopeSpec *SS = nullptr, NamedDecl *FoundD = nullptr, SourceLocation TemplateKWLoc = SourceLocation(), const TemplateArgumentListInfo *TemplateArgs = nullptr); DeclRefExpr * BuildDeclRefExpr(ValueDecl *D, QualType Ty, ExprValueKind VK, const DeclarationNameInfo &NameInfo, NestedNameSpecifierLoc NNS, NamedDecl *FoundD = nullptr, SourceLocation TemplateKWLoc = SourceLocation(), const TemplateArgumentListInfo *TemplateArgs = nullptr); ExprResult BuildAnonymousStructUnionMemberReference( const CXXScopeSpec &SS, SourceLocation nameLoc, IndirectFieldDecl *indirectField, DeclAccessPair FoundDecl = DeclAccessPair::make(nullptr, AS_none), Expr *baseObjectExpr = nullptr, SourceLocation opLoc = SourceLocation()); ExprResult BuildPossibleImplicitMemberExpr( const CXXScopeSpec &SS, SourceLocation TemplateKWLoc, LookupResult &R, const TemplateArgumentListInfo *TemplateArgs, const Scope *S, UnresolvedLookupExpr *AsULE = nullptr); ExprResult BuildImplicitMemberExpr(const CXXScopeSpec &SS, SourceLocation TemplateKWLoc, LookupResult &R, const TemplateArgumentListInfo *TemplateArgs, bool IsDefiniteInstance, const Scope *S); bool UseArgumentDependentLookup(const CXXScopeSpec &SS, const LookupResult &R, bool HasTrailingLParen); ExprResult BuildQualifiedDeclarationNameExpr(CXXScopeSpec &SS, const DeclarationNameInfo &NameInfo, bool IsAddressOfOperand, const Scope *S, TypeSourceInfo **RecoveryTSI = nullptr); ExprResult BuildDependentDeclRefExpr(const CXXScopeSpec &SS, SourceLocation TemplateKWLoc, const DeclarationNameInfo &NameInfo, const TemplateArgumentListInfo *TemplateArgs); ExprResult BuildDeclarationNameExpr(const CXXScopeSpec &SS, LookupResult &R, bool NeedsADL, bool AcceptInvalidDecl = false); ExprResult BuildDeclarationNameExpr( const CXXScopeSpec &SS, const DeclarationNameInfo &NameInfo, NamedDecl *D, NamedDecl *FoundD = nullptr, const TemplateArgumentListInfo *TemplateArgs = nullptr, bool AcceptInvalidDecl = false); ExprResult BuildLiteralOperatorCall(LookupResult &R, DeclarationNameInfo &SuffixInfo, ArrayRef<Expr *> Args, SourceLocation LitEndLoc, TemplateArgumentListInfo *ExplicitTemplateArgs = nullptr); ExprResult BuildPredefinedExpr(SourceLocation Loc, PredefinedExpr::IdentKind IK); ExprResult ActOnPredefinedExpr(SourceLocation Loc, tok::TokenKind Kind); ExprResult ActOnIntegerConstant(SourceLocation Loc, uint64_t Val); bool CheckLoopHintExpr(Expr *E, SourceLocation Loc); ExprResult ActOnNumericConstant(const Token &Tok, Scope *UDLScope = nullptr); ExprResult ActOnCharacterConstant(const Token &Tok, Scope *UDLScope = nullptr); ExprResult ActOnParenExpr(SourceLocation L, SourceLocation R, Expr *E); ExprResult ActOnParenListExpr(SourceLocation L, SourceLocation R, MultiExprArg Val); /// ActOnStringLiteral - The specified tokens were lexed as pasted string /// fragments (e.g. "foo" "bar" L"baz"). ExprResult ActOnStringLiteral(ArrayRef<Token> StringToks, Scope *UDLScope = nullptr); ExprResult ActOnGenericSelectionExpr(SourceLocation KeyLoc, SourceLocation DefaultLoc, SourceLocation RParenLoc, Expr *ControllingExpr, ArrayRef<ParsedType> ArgTypes, ArrayRef<Expr *> ArgExprs); ExprResult CreateGenericSelectionExpr(SourceLocation KeyLoc, SourceLocation DefaultLoc, SourceLocation RParenLoc, Expr *ControllingExpr, ArrayRef<TypeSourceInfo *> Types, ArrayRef<Expr *> Exprs); // Binary/Unary Operators. 'Tok' is the token for the operator. ExprResult CreateBuiltinUnaryOp(SourceLocation OpLoc, UnaryOperatorKind Opc, Expr *InputExpr); ExprResult BuildUnaryOp(Scope *S, SourceLocation OpLoc, UnaryOperatorKind Opc, Expr *Input); ExprResult ActOnUnaryOp(Scope *S, SourceLocation OpLoc, tok::TokenKind Op, Expr *Input); bool isQualifiedMemberAccess(Expr *E); QualType CheckAddressOfOperand(ExprResult &Operand, SourceLocation OpLoc); ExprResult CreateUnaryExprOrTypeTraitExpr(TypeSourceInfo *TInfo, SourceLocation OpLoc, UnaryExprOrTypeTrait ExprKind, SourceRange R); ExprResult CreateUnaryExprOrTypeTraitExpr(Expr *E, SourceLocation OpLoc, UnaryExprOrTypeTrait ExprKind); ExprResult ActOnUnaryExprOrTypeTraitExpr(SourceLocation OpLoc, UnaryExprOrTypeTrait ExprKind, bool IsType, void *TyOrEx, SourceRange ArgRange); ExprResult CheckPlaceholderExpr(Expr *E); bool CheckVecStepExpr(Expr *E); bool CheckUnaryExprOrTypeTraitOperand(Expr *E, UnaryExprOrTypeTrait ExprKind); bool CheckUnaryExprOrTypeTraitOperand(QualType ExprType, SourceLocation OpLoc, SourceRange ExprRange, UnaryExprOrTypeTrait ExprKind); ExprResult ActOnSizeofParameterPackExpr(Scope *S, SourceLocation OpLoc, IdentifierInfo &Name, SourceLocation NameLoc, SourceLocation RParenLoc); ExprResult ActOnPostfixUnaryOp(Scope *S, SourceLocation OpLoc, tok::TokenKind Kind, Expr *Input); ExprResult ActOnArraySubscriptExpr(Scope *S, Expr *Base, SourceLocation LLoc, Expr *Idx, SourceLocation RLoc); ExprResult CreateBuiltinArraySubscriptExpr(Expr *Base, SourceLocation LLoc, Expr *Idx, SourceLocation RLoc); ExprResult CreateBuiltinMatrixSubscriptExpr(Expr *Base, Expr *RowIdx, Expr *ColumnIdx, SourceLocation RBLoc); ExprResult ActOnOMPArraySectionExpr(Expr *Base, SourceLocation LBLoc, Expr *LowerBound, SourceLocation ColonLocFirst, SourceLocation ColonLocSecond, Expr *Length, Expr *Stride, SourceLocation RBLoc); ExprResult ActOnOMPArrayShapingExpr(Expr *Base, SourceLocation LParenLoc, SourceLocation RParenLoc, ArrayRef<Expr *> Dims, ArrayRef<SourceRange> Brackets); /// Data structure for iterator expression. struct OMPIteratorData { IdentifierInfo *DeclIdent = nullptr; SourceLocation DeclIdentLoc; ParsedType Type; OMPIteratorExpr::IteratorRange Range; SourceLocation AssignLoc; SourceLocation ColonLoc; SourceLocation SecColonLoc; }; ExprResult ActOnOMPIteratorExpr(Scope *S, SourceLocation IteratorKwLoc, SourceLocation LLoc, SourceLocation RLoc, ArrayRef<OMPIteratorData> Data); // This struct is for use by ActOnMemberAccess to allow // BuildMemberReferenceExpr to be able to reinvoke ActOnMemberAccess after // changing the access operator from a '.' to a '->' (to see if that is the // change needed to fix an error about an unknown member, e.g. when the class // defines a custom operator->). struct ActOnMemberAccessExtraArgs { Scope *S; UnqualifiedId &Id; Decl *ObjCImpDecl; }; ExprResult BuildMemberReferenceExpr( Expr *Base, QualType BaseType, SourceLocation OpLoc, bool IsArrow, CXXScopeSpec &SS, SourceLocation TemplateKWLoc, NamedDecl *FirstQualifierInScope, const DeclarationNameInfo &NameInfo, const TemplateArgumentListInfo *TemplateArgs, const Scope *S, ActOnMemberAccessExtraArgs *ExtraArgs = nullptr); ExprResult BuildMemberReferenceExpr(Expr *Base, QualType BaseType, SourceLocation OpLoc, bool IsArrow, const CXXScopeSpec &SS, SourceLocation TemplateKWLoc, NamedDecl *FirstQualifierInScope, LookupResult &R, const TemplateArgumentListInfo *TemplateArgs, const Scope *S, bool SuppressQualifierCheck = false, ActOnMemberAccessExtraArgs *ExtraArgs = nullptr); ExprResult BuildFieldReferenceExpr(Expr *BaseExpr, bool IsArrow, SourceLocation OpLoc, const CXXScopeSpec &SS, FieldDecl *Field, DeclAccessPair FoundDecl, const DeclarationNameInfo &MemberNameInfo); ExprResult PerformMemberExprBaseConversion(Expr *Base, bool IsArrow); bool CheckQualifiedMemberReference(Expr *BaseExpr, QualType BaseType, const CXXScopeSpec &SS, const LookupResult &R); ExprResult ActOnDependentMemberExpr(Expr *Base, QualType BaseType, bool IsArrow, SourceLocation OpLoc, const CXXScopeSpec &SS, SourceLocation TemplateKWLoc, NamedDecl *FirstQualifierInScope, const DeclarationNameInfo &NameInfo, const TemplateArgumentListInfo *TemplateArgs); ExprResult ActOnMemberAccessExpr(Scope *S, Expr *Base, SourceLocation OpLoc, tok::TokenKind OpKind, CXXScopeSpec &SS, SourceLocation TemplateKWLoc, UnqualifiedId &Member, Decl *ObjCImpDecl); MemberExpr * BuildMemberExpr(Expr *Base, bool IsArrow, SourceLocation OpLoc, const CXXScopeSpec *SS, SourceLocation TemplateKWLoc, ValueDecl *Member, DeclAccessPair FoundDecl, bool HadMultipleCandidates, const DeclarationNameInfo &MemberNameInfo, QualType Ty, ExprValueKind VK, ExprObjectKind OK, const TemplateArgumentListInfo *TemplateArgs = nullptr); MemberExpr * BuildMemberExpr(Expr *Base, bool IsArrow, SourceLocation OpLoc, NestedNameSpecifierLoc NNS, SourceLocation TemplateKWLoc, ValueDecl *Member, DeclAccessPair FoundDecl, bool HadMultipleCandidates, const DeclarationNameInfo &MemberNameInfo, QualType Ty, ExprValueKind VK, ExprObjectKind OK, const TemplateArgumentListInfo *TemplateArgs = nullptr); void ActOnDefaultCtorInitializers(Decl *CDtorDecl); bool ConvertArgumentsForCall(CallExpr *Call, Expr *Fn, FunctionDecl *FDecl, const FunctionProtoType *Proto, ArrayRef<Expr *> Args, SourceLocation RParenLoc, bool ExecConfig = false); void CheckStaticArrayArgument(SourceLocation CallLoc, ParmVarDecl *Param, const Expr *ArgExpr); /// ActOnCallExpr - Handle a call to Fn with the specified array of arguments. /// This provides the location of the left/right parens and a list of comma /// locations. ExprResult ActOnCallExpr(Scope *S, Expr *Fn, SourceLocation LParenLoc, MultiExprArg ArgExprs, SourceLocation RParenLoc, Expr *ExecConfig = nullptr); ExprResult BuildCallExpr(Scope *S, Expr *Fn, SourceLocation LParenLoc, MultiExprArg ArgExprs, SourceLocation RParenLoc, Expr *ExecConfig = nullptr, bool IsExecConfig = false, bool AllowRecovery = false); enum class AtomicArgumentOrder { API, AST }; ExprResult BuildAtomicExpr(SourceRange CallRange, SourceRange ExprRange, SourceLocation RParenLoc, MultiExprArg Args, AtomicExpr::AtomicOp Op, AtomicArgumentOrder ArgOrder = AtomicArgumentOrder::API); ExprResult BuildResolvedCallExpr(Expr *Fn, NamedDecl *NDecl, SourceLocation LParenLoc, ArrayRef<Expr *> Arg, SourceLocation RParenLoc, Expr *Config = nullptr, bool IsExecConfig = false, ADLCallKind UsesADL = ADLCallKind::NotADL); ExprResult ActOnCUDAExecConfigExpr(Scope *S, SourceLocation LLLLoc, MultiExprArg ExecConfig, SourceLocation GGGLoc); ExprResult ActOnCastExpr(Scope *S, SourceLocation LParenLoc, Declarator &D, ParsedType &Ty, SourceLocation RParenLoc, Expr *CastExpr); ExprResult BuildCStyleCastExpr(SourceLocation LParenLoc, TypeSourceInfo *Ty, SourceLocation RParenLoc, Expr *Op); CastKind PrepareScalarCast(ExprResult &src, QualType destType); /// Build an altivec or OpenCL literal. ExprResult BuildVectorLiteral(SourceLocation LParenLoc, SourceLocation RParenLoc, Expr *E, TypeSourceInfo *TInfo); ExprResult MaybeConvertParenListExprToParenExpr(Scope *S, Expr *ME); ExprResult ActOnCompoundLiteral(SourceLocation LParenLoc, ParsedType Ty, SourceLocation RParenLoc, Expr *InitExpr); ExprResult BuildCompoundLiteralExpr(SourceLocation LParenLoc, TypeSourceInfo *TInfo, SourceLocation RParenLoc, Expr *LiteralExpr); ExprResult ActOnInitList(SourceLocation LBraceLoc, MultiExprArg InitArgList, SourceLocation RBraceLoc); ExprResult BuildInitList(SourceLocation LBraceLoc, MultiExprArg InitArgList, SourceLocation RBraceLoc); ExprResult ActOnDesignatedInitializer(Designation &Desig, SourceLocation EqualOrColonLoc, bool GNUSyntax, ExprResult Init); private: static BinaryOperatorKind ConvertTokenKindToBinaryOpcode(tok::TokenKind Kind); public: ExprResult ActOnBinOp(Scope *S, SourceLocation TokLoc, tok::TokenKind Kind, Expr *LHSExpr, Expr *RHSExpr); ExprResult BuildBinOp(Scope *S, SourceLocation OpLoc, BinaryOperatorKind Opc, Expr *LHSExpr, Expr *RHSExpr); ExprResult CreateBuiltinBinOp(SourceLocation OpLoc, BinaryOperatorKind Opc, Expr *LHSExpr, Expr *RHSExpr); void LookupBinOp(Scope *S, SourceLocation OpLoc, BinaryOperatorKind Opc, UnresolvedSetImpl &Functions); void DiagnoseCommaOperator(const Expr *LHS, SourceLocation Loc); /// ActOnConditionalOp - Parse a ?: operation. Note that 'LHS' may be null /// in the case of a the GNU conditional expr extension. ExprResult ActOnConditionalOp(SourceLocation QuestionLoc, SourceLocation ColonLoc, Expr *CondExpr, Expr *LHSExpr, Expr *RHSExpr); /// ActOnAddrLabel - Parse the GNU address of label extension: "&&foo". ExprResult ActOnAddrLabel(SourceLocation OpLoc, SourceLocation LabLoc, LabelDecl *TheDecl); void ActOnStartStmtExpr(); ExprResult ActOnStmtExpr(Scope *S, SourceLocation LPLoc, Stmt *SubStmt, SourceLocation RPLoc); ExprResult BuildStmtExpr(SourceLocation LPLoc, Stmt *SubStmt, SourceLocation RPLoc, unsigned TemplateDepth); // Handle the final expression in a statement expression. ExprResult ActOnStmtExprResult(ExprResult E); void ActOnStmtExprError(); // __builtin_offsetof(type, identifier(.identifier|[expr])*) struct OffsetOfComponent { SourceLocation LocStart, LocEnd; bool isBrackets; // true if [expr], false if .ident union { IdentifierInfo *IdentInfo; Expr *E; } U; }; /// __builtin_offsetof(type, a.b[123][456].c) ExprResult BuildBuiltinOffsetOf(SourceLocation BuiltinLoc, TypeSourceInfo *TInfo, ArrayRef<OffsetOfComponent> Components, SourceLocation RParenLoc); ExprResult ActOnBuiltinOffsetOf(Scope *S, SourceLocation BuiltinLoc, SourceLocation TypeLoc, ParsedType ParsedArgTy, ArrayRef<OffsetOfComponent> Components, SourceLocation RParenLoc); // __builtin_choose_expr(constExpr, expr1, expr2) ExprResult ActOnChooseExpr(SourceLocation BuiltinLoc, Expr *CondExpr, Expr *LHSExpr, Expr *RHSExpr, SourceLocation RPLoc); // __builtin_va_arg(expr, type) ExprResult ActOnVAArg(SourceLocation BuiltinLoc, Expr *E, ParsedType Ty, SourceLocation RPLoc); ExprResult BuildVAArgExpr(SourceLocation BuiltinLoc, Expr *E, TypeSourceInfo *TInfo, SourceLocation RPLoc); // __builtin_LINE(), __builtin_FUNCTION(), __builtin_FILE(), // __builtin_COLUMN() ExprResult ActOnSourceLocExpr(SourceLocExpr::IdentKind Kind, SourceLocation BuiltinLoc, SourceLocation RPLoc); // Build a potentially resolved SourceLocExpr. ExprResult BuildSourceLocExpr(SourceLocExpr::IdentKind Kind, SourceLocation BuiltinLoc, SourceLocation RPLoc, DeclContext *ParentContext); // __null ExprResult ActOnGNUNullExpr(SourceLocation TokenLoc); bool CheckCaseExpression(Expr *E); /// Describes the result of an "if-exists" condition check. enum IfExistsResult { /// The symbol exists. IER_Exists, /// The symbol does not exist. IER_DoesNotExist, /// The name is a dependent name, so the results will differ /// from one instantiation to the next. IER_Dependent, /// An error occurred. IER_Error }; IfExistsResult CheckMicrosoftIfExistsSymbol(Scope *S, CXXScopeSpec &SS, const DeclarationNameInfo &TargetNameInfo); IfExistsResult CheckMicrosoftIfExistsSymbol(Scope *S, SourceLocation KeywordLoc, bool IsIfExists, CXXScopeSpec &SS, UnqualifiedId &Name); StmtResult BuildMSDependentExistsStmt(SourceLocation KeywordLoc, bool IsIfExists, NestedNameSpecifierLoc QualifierLoc, DeclarationNameInfo NameInfo, Stmt *Nested); StmtResult ActOnMSDependentExistsStmt(SourceLocation KeywordLoc, bool IsIfExists, CXXScopeSpec &SS, UnqualifiedId &Name, Stmt *Nested); //===------------------------- "Block" Extension ------------------------===// /// ActOnBlockStart - This callback is invoked when a block literal is /// started. void ActOnBlockStart(SourceLocation CaretLoc, Scope *CurScope); /// ActOnBlockArguments - This callback allows processing of block arguments. /// If there are no arguments, this is still invoked. void ActOnBlockArguments(SourceLocation CaretLoc, Declarator &ParamInfo, Scope *CurScope); /// ActOnBlockError - If there is an error parsing a block, this callback /// is invoked to pop the information about the block from the action impl. void ActOnBlockError(SourceLocation CaretLoc, Scope *CurScope); /// ActOnBlockStmtExpr - This is called when the body of a block statement /// literal was successfully completed. ^(int x){...} ExprResult ActOnBlockStmtExpr(SourceLocation CaretLoc, Stmt *Body, Scope *CurScope); //===---------------------------- Clang Extensions ----------------------===// /// __builtin_convertvector(...) ExprResult ActOnConvertVectorExpr(Expr *E, ParsedType ParsedDestTy, SourceLocation BuiltinLoc, SourceLocation RParenLoc); //===---------------------------- OpenCL Features -----------------------===// /// __builtin_astype(...) ExprResult ActOnAsTypeExpr(Expr *E, ParsedType ParsedDestTy, SourceLocation BuiltinLoc, SourceLocation RParenLoc); //===---------------------------- C++ Features --------------------------===// // Act on C++ namespaces Decl *ActOnStartNamespaceDef(Scope *S, SourceLocation InlineLoc, SourceLocation NamespaceLoc, SourceLocation IdentLoc, IdentifierInfo *Ident, SourceLocation LBrace, const ParsedAttributesView &AttrList, UsingDirectiveDecl *&UsingDecl); void ActOnFinishNamespaceDef(Decl *Dcl, SourceLocation RBrace); NamespaceDecl *getStdNamespace() const; NamespaceDecl *getOrCreateStdNamespace(); NamespaceDecl *lookupStdExperimentalNamespace(); CXXRecordDecl *getStdBadAlloc() const; EnumDecl *getStdAlignValT() const; private: // A cache representing if we've fully checked the various comparison category // types stored in ASTContext. The bit-index corresponds to the integer value // of a ComparisonCategoryType enumerator. llvm::SmallBitVector FullyCheckedComparisonCategories; ValueDecl *tryLookupCtorInitMemberDecl(CXXRecordDecl *ClassDecl, CXXScopeSpec &SS, ParsedType TemplateTypeTy, IdentifierInfo *MemberOrBase); public: enum class ComparisonCategoryUsage { /// The '<=>' operator was used in an expression and a builtin operator /// was selected. OperatorInExpression, /// A defaulted 'operator<=>' needed the comparison category. This /// typically only applies to 'std::strong_ordering', due to the implicit /// fallback return value. DefaultedOperator, }; /// Lookup the specified comparison category types in the standard /// library, an check the VarDecls possibly returned by the operator<=> /// builtins for that type. /// /// \return The type of the comparison category type corresponding to the /// specified Kind, or a null type if an error occurs QualType CheckComparisonCategoryType(ComparisonCategoryType Kind, SourceLocation Loc, ComparisonCategoryUsage Usage); /// Tests whether Ty is an instance of std::initializer_list and, if /// it is and Element is not NULL, assigns the element type to Element. bool isStdInitializerList(QualType Ty, QualType *Element); /// Looks for the std::initializer_list template and instantiates it /// with Element, or emits an error if it's not found. /// /// \returns The instantiated template, or null on error. QualType BuildStdInitializerList(QualType Element, SourceLocation Loc); /// Determine whether Ctor is an initializer-list constructor, as /// defined in [dcl.init.list]p2. bool isInitListConstructor(const FunctionDecl *Ctor); Decl *ActOnUsingDirective(Scope *CurScope, SourceLocation UsingLoc, SourceLocation NamespcLoc, CXXScopeSpec &SS, SourceLocation IdentLoc, IdentifierInfo *NamespcName, const ParsedAttributesView &AttrList); void PushUsingDirective(Scope *S, UsingDirectiveDecl *UDir); Decl *ActOnNamespaceAliasDef(Scope *CurScope, SourceLocation NamespaceLoc, SourceLocation AliasLoc, IdentifierInfo *Alias, CXXScopeSpec &SS, SourceLocation IdentLoc, IdentifierInfo *Ident); void HideUsingShadowDecl(Scope *S, UsingShadowDecl *Shadow); bool CheckUsingShadowDecl(UsingDecl *UD, NamedDecl *Target, const LookupResult &PreviousDecls, UsingShadowDecl *&PrevShadow); UsingShadowDecl *BuildUsingShadowDecl(Scope *S, UsingDecl *UD, NamedDecl *Target, UsingShadowDecl *PrevDecl); bool CheckUsingDeclRedeclaration(SourceLocation UsingLoc, bool HasTypenameKeyword, const CXXScopeSpec &SS, SourceLocation NameLoc, const LookupResult &Previous); bool CheckUsingDeclQualifier(SourceLocation UsingLoc, bool HasTypename, const CXXScopeSpec &SS, const DeclarationNameInfo &NameInfo, SourceLocation NameLoc); NamedDecl *BuildUsingDeclaration( Scope *S, AccessSpecifier AS, SourceLocation UsingLoc, bool HasTypenameKeyword, SourceLocation TypenameLoc, CXXScopeSpec &SS, DeclarationNameInfo NameInfo, SourceLocation EllipsisLoc, const ParsedAttributesView &AttrList, bool IsInstantiation); NamedDecl *BuildUsingPackDecl(NamedDecl *InstantiatedFrom, ArrayRef<NamedDecl *> Expansions); bool CheckInheritingConstructorUsingDecl(UsingDecl *UD); /// Given a derived-class using shadow declaration for a constructor and the /// correspnding base class constructor, find or create the implicit /// synthesized derived class constructor to use for this initialization. CXXConstructorDecl * findInheritingConstructor(SourceLocation Loc, CXXConstructorDecl *BaseCtor, ConstructorUsingShadowDecl *DerivedShadow); Decl *ActOnUsingDeclaration(Scope *CurScope, AccessSpecifier AS, SourceLocation UsingLoc, SourceLocation TypenameLoc, CXXScopeSpec &SS, UnqualifiedId &Name, SourceLocation EllipsisLoc, const ParsedAttributesView &AttrList); Decl *ActOnAliasDeclaration(Scope *CurScope, AccessSpecifier AS, MultiTemplateParamsArg TemplateParams, SourceLocation UsingLoc, UnqualifiedId &Name, const ParsedAttributesView &AttrList, TypeResult Type, Decl *DeclFromDeclSpec); /// BuildCXXConstructExpr - Creates a complete call to a constructor, /// including handling of its default argument expressions. /// /// \param ConstructKind - a CXXConstructExpr::ConstructionKind ExprResult BuildCXXConstructExpr(SourceLocation ConstructLoc, QualType DeclInitType, NamedDecl *FoundDecl, CXXConstructorDecl *Constructor, MultiExprArg Exprs, bool HadMultipleCandidates, bool IsListInitialization, bool IsStdInitListInitialization, bool RequiresZeroInit, unsigned ConstructKind, SourceRange ParenRange); /// Build a CXXConstructExpr whose constructor has already been resolved if /// it denotes an inherited constructor. ExprResult BuildCXXConstructExpr(SourceLocation ConstructLoc, QualType DeclInitType, CXXConstructorDecl *Constructor, bool Elidable, MultiExprArg Exprs, bool HadMultipleCandidates, bool IsListInitialization, bool IsStdInitListInitialization, bool RequiresZeroInit, unsigned ConstructKind, SourceRange ParenRange); // FIXME: Can we remove this and have the above BuildCXXConstructExpr check if // the constructor can be elidable? ExprResult BuildCXXConstructExpr(SourceLocation ConstructLoc, QualType DeclInitType, NamedDecl *FoundDecl, CXXConstructorDecl *Constructor, bool Elidable, MultiExprArg Exprs, bool HadMultipleCandidates, bool IsListInitialization, bool IsStdInitListInitialization, bool RequiresZeroInit, unsigned ConstructKind, SourceRange ParenRange); ExprResult BuildCXXDefaultInitExpr(SourceLocation Loc, FieldDecl *Field); /// Instantiate or parse a C++ default argument expression as necessary. /// Return true on error. bool CheckCXXDefaultArgExpr(SourceLocation CallLoc, FunctionDecl *FD, ParmVarDecl *Param); /// BuildCXXDefaultArgExpr - Creates a CXXDefaultArgExpr, instantiating /// the default expr if needed. ExprResult BuildCXXDefaultArgExpr(SourceLocation CallLoc, FunctionDecl *FD, ParmVarDecl *Param); /// FinalizeVarWithDestructor - Prepare for calling destructor on the /// constructed variable. void FinalizeVarWithDestructor(VarDecl *VD, const RecordType *DeclInitType); /// Helper class that collects exception specifications for /// implicitly-declared special member functions. class ImplicitExceptionSpecification { // Pointer to allow copying Sema *Self; // We order exception specifications thus: // noexcept is the most restrictive, but is only used in C++11. // throw() comes next. // Then a throw(collected exceptions) // Finally no specification, which is expressed as noexcept(false). // throw(...) is used instead if any called function uses it. ExceptionSpecificationType ComputedEST; llvm::SmallPtrSet<CanQualType, 4> ExceptionsSeen; SmallVector<QualType, 4> Exceptions; void ClearExceptions() { ExceptionsSeen.clear(); Exceptions.clear(); } public: explicit ImplicitExceptionSpecification(Sema &Self) : Self(&Self), ComputedEST(EST_BasicNoexcept) { if (!Self.getLangOpts().CPlusPlus11) ComputedEST = EST_DynamicNone; } /// Get the computed exception specification type. ExceptionSpecificationType getExceptionSpecType() const { assert(!isComputedNoexcept(ComputedEST) && "noexcept(expr) should not be a possible result"); return ComputedEST; } /// The number of exceptions in the exception specification. unsigned size() const { return Exceptions.size(); } /// The set of exceptions in the exception specification. const QualType *data() const { return Exceptions.data(); } /// Integrate another called method into the collected data. void CalledDecl(SourceLocation CallLoc, const CXXMethodDecl *Method); /// Integrate an invoked expression into the collected data. void CalledExpr(Expr *E) { CalledStmt(E); } /// Integrate an invoked statement into the collected data. void CalledStmt(Stmt *S); /// Overwrite an EPI's exception specification with this /// computed exception specification. FunctionProtoType::ExceptionSpecInfo getExceptionSpec() const { FunctionProtoType::ExceptionSpecInfo ESI; ESI.Type = getExceptionSpecType(); if (ESI.Type == EST_Dynamic) { ESI.Exceptions = Exceptions; } else if (ESI.Type == EST_None) { /// C++11 [except.spec]p14: /// The exception-specification is noexcept(false) if the set of /// potential exceptions of the special member function contains "any" ESI.Type = EST_NoexceptFalse; ESI.NoexceptExpr = Self->ActOnCXXBoolLiteral(SourceLocation(), tok::kw_false).get(); } return ESI; } }; /// Evaluate the implicit exception specification for a defaulted /// special member function. void EvaluateImplicitExceptionSpec(SourceLocation Loc, FunctionDecl *FD); /// Check the given noexcept-specifier, convert its expression, and compute /// the appropriate ExceptionSpecificationType. ExprResult ActOnNoexceptSpec(SourceLocation NoexceptLoc, Expr *NoexceptExpr, ExceptionSpecificationType &EST); /// Check the given exception-specification and update the /// exception specification information with the results. void checkExceptionSpecification(bool IsTopLevel, ExceptionSpecificationType EST, ArrayRef<ParsedType> DynamicExceptions, ArrayRef<SourceRange> DynamicExceptionRanges, Expr *NoexceptExpr, SmallVectorImpl<QualType> &Exceptions, FunctionProtoType::ExceptionSpecInfo &ESI); /// Determine if we're in a case where we need to (incorrectly) eagerly /// parse an exception specification to work around a libstdc++ bug. bool isLibstdcxxEagerExceptionSpecHack(const Declarator &D); /// Add an exception-specification to the given member function /// (or member function template). The exception-specification was parsed /// after the method itself was declared. void actOnDelayedExceptionSpecification(Decl *Method, ExceptionSpecificationType EST, SourceRange SpecificationRange, ArrayRef<ParsedType> DynamicExceptions, ArrayRef<SourceRange> DynamicExceptionRanges, Expr *NoexceptExpr); class InheritedConstructorInfo; /// Determine if a special member function should have a deleted /// definition when it is defaulted. bool ShouldDeleteSpecialMember(CXXMethodDecl *MD, CXXSpecialMember CSM, InheritedConstructorInfo *ICI = nullptr, bool Diagnose = false); /// Produce notes explaining why a defaulted function was defined as deleted. void DiagnoseDeletedDefaultedFunction(FunctionDecl *FD); /// Declare the implicit default constructor for the given class. /// /// \param ClassDecl The class declaration into which the implicit /// default constructor will be added. /// /// \returns The implicitly-declared default constructor. CXXConstructorDecl *DeclareImplicitDefaultConstructor( CXXRecordDecl *ClassDecl); /// DefineImplicitDefaultConstructor - Checks for feasibility of /// defining this constructor as the default constructor. void DefineImplicitDefaultConstructor(SourceLocation CurrentLocation, CXXConstructorDecl *Constructor); /// Declare the implicit destructor for the given class. /// /// \param ClassDecl The class declaration into which the implicit /// destructor will be added. /// /// \returns The implicitly-declared destructor. CXXDestructorDecl *DeclareImplicitDestructor(CXXRecordDecl *ClassDecl); /// DefineImplicitDestructor - Checks for feasibility of /// defining this destructor as the default destructor. void DefineImplicitDestructor(SourceLocation CurrentLocation, CXXDestructorDecl *Destructor); /// Build an exception spec for destructors that don't have one. /// /// C++11 says that user-defined destructors with no exception spec get one /// that looks as if the destructor was implicitly declared. void AdjustDestructorExceptionSpec(CXXDestructorDecl *Destructor); /// Define the specified inheriting constructor. void DefineInheritingConstructor(SourceLocation UseLoc, CXXConstructorDecl *Constructor); /// Declare the implicit copy constructor for the given class. /// /// \param ClassDecl The class declaration into which the implicit /// copy constructor will be added. /// /// \returns The implicitly-declared copy constructor. CXXConstructorDecl *DeclareImplicitCopyConstructor(CXXRecordDecl *ClassDecl); /// DefineImplicitCopyConstructor - Checks for feasibility of /// defining this constructor as the copy constructor. void DefineImplicitCopyConstructor(SourceLocation CurrentLocation, CXXConstructorDecl *Constructor); /// Declare the implicit move constructor for the given class. /// /// \param ClassDecl The Class declaration into which the implicit /// move constructor will be added. /// /// \returns The implicitly-declared move constructor, or NULL if it wasn't /// declared. CXXConstructorDecl *DeclareImplicitMoveConstructor(CXXRecordDecl *ClassDecl); /// DefineImplicitMoveConstructor - Checks for feasibility of /// defining this constructor as the move constructor. void DefineImplicitMoveConstructor(SourceLocation CurrentLocation, CXXConstructorDecl *Constructor); /// Declare the implicit copy assignment operator for the given class. /// /// \param ClassDecl The class declaration into which the implicit /// copy assignment operator will be added. /// /// \returns The implicitly-declared copy assignment operator. CXXMethodDecl *DeclareImplicitCopyAssignment(CXXRecordDecl *ClassDecl); /// Defines an implicitly-declared copy assignment operator. void DefineImplicitCopyAssignment(SourceLocation CurrentLocation, CXXMethodDecl *MethodDecl); /// Declare the implicit move assignment operator for the given class. /// /// \param ClassDecl The Class declaration into which the implicit /// move assignment operator will be added. /// /// \returns The implicitly-declared move assignment operator, or NULL if it /// wasn't declared. CXXMethodDecl *DeclareImplicitMoveAssignment(CXXRecordDecl *ClassDecl); /// Defines an implicitly-declared move assignment operator. void DefineImplicitMoveAssignment(SourceLocation CurrentLocation, CXXMethodDecl *MethodDecl); /// Force the declaration of any implicitly-declared members of this /// class. void ForceDeclarationOfImplicitMembers(CXXRecordDecl *Class); /// Check a completed declaration of an implicit special member. void CheckImplicitSpecialMemberDeclaration(Scope *S, FunctionDecl *FD); /// Determine whether the given function is an implicitly-deleted /// special member function. bool isImplicitlyDeleted(FunctionDecl *FD); /// Check whether 'this' shows up in the type of a static member /// function after the (naturally empty) cv-qualifier-seq would be. /// /// \returns true if an error occurred. bool checkThisInStaticMemberFunctionType(CXXMethodDecl *Method); /// Whether this' shows up in the exception specification of a static /// member function. bool checkThisInStaticMemberFunctionExceptionSpec(CXXMethodDecl *Method); /// Check whether 'this' shows up in the attributes of the given /// static member function. /// /// \returns true if an error occurred. bool checkThisInStaticMemberFunctionAttributes(CXXMethodDecl *Method); /// MaybeBindToTemporary - If the passed in expression has a record type with /// a non-trivial destructor, this will return CXXBindTemporaryExpr. Otherwise /// it simply returns the passed in expression. ExprResult MaybeBindToTemporary(Expr *E); /// Wrap the expression in a ConstantExpr if it is a potential immediate /// invocation. ExprResult CheckForImmediateInvocation(ExprResult E, FunctionDecl *Decl); bool CompleteConstructorCall(CXXConstructorDecl *Constructor, MultiExprArg ArgsPtr, SourceLocation Loc, SmallVectorImpl<Expr*> &ConvertedArgs, bool AllowExplicit = false, bool IsListInitialization = false); ParsedType getInheritingConstructorName(CXXScopeSpec &SS, SourceLocation NameLoc, IdentifierInfo &Name); ParsedType getConstructorName(IdentifierInfo &II, SourceLocation NameLoc, Scope *S, CXXScopeSpec &SS, bool EnteringContext); ParsedType getDestructorName(SourceLocation TildeLoc, IdentifierInfo &II, SourceLocation NameLoc, Scope *S, CXXScopeSpec &SS, ParsedType ObjectType, bool EnteringContext); ParsedType getDestructorTypeForDecltype(const DeclSpec &DS, ParsedType ObjectType); // Checks that reinterpret casts don't have undefined behavior. void CheckCompatibleReinterpretCast(QualType SrcType, QualType DestType, bool IsDereference, SourceRange Range); /// ActOnCXXNamedCast - Parse /// {dynamic,static,reinterpret,const,addrspace}_cast's. ExprResult ActOnCXXNamedCast(SourceLocation OpLoc, tok::TokenKind Kind, SourceLocation LAngleBracketLoc, Declarator &D, SourceLocation RAngleBracketLoc, SourceLocation LParenLoc, Expr *E, SourceLocation RParenLoc); ExprResult BuildCXXNamedCast(SourceLocation OpLoc, tok::TokenKind Kind, TypeSourceInfo *Ty, Expr *E, SourceRange AngleBrackets, SourceRange Parens); ExprResult ActOnBuiltinBitCastExpr(SourceLocation KWLoc, Declarator &Dcl, ExprResult Operand, SourceLocation RParenLoc); ExprResult BuildBuiltinBitCastExpr(SourceLocation KWLoc, TypeSourceInfo *TSI, Expr *Operand, SourceLocation RParenLoc); ExprResult BuildCXXTypeId(QualType TypeInfoType, SourceLocation TypeidLoc, TypeSourceInfo *Operand, SourceLocation RParenLoc); ExprResult BuildCXXTypeId(QualType TypeInfoType, SourceLocation TypeidLoc, Expr *Operand, SourceLocation RParenLoc); /// ActOnCXXTypeid - Parse typeid( something ). ExprResult ActOnCXXTypeid(SourceLocation OpLoc, SourceLocation LParenLoc, bool isType, void *TyOrExpr, SourceLocation RParenLoc); ExprResult BuildCXXUuidof(QualType TypeInfoType, SourceLocation TypeidLoc, TypeSourceInfo *Operand, SourceLocation RParenLoc); ExprResult BuildCXXUuidof(QualType TypeInfoType, SourceLocation TypeidLoc, Expr *Operand, SourceLocation RParenLoc); /// ActOnCXXUuidof - Parse __uuidof( something ). ExprResult ActOnCXXUuidof(SourceLocation OpLoc, SourceLocation LParenLoc, bool isType, void *TyOrExpr, SourceLocation RParenLoc); /// Handle a C++1z fold-expression: ( expr op ... op expr ). ExprResult ActOnCXXFoldExpr(Scope *S, SourceLocation LParenLoc, Expr *LHS, tok::TokenKind Operator, SourceLocation EllipsisLoc, Expr *RHS, SourceLocation RParenLoc); ExprResult BuildCXXFoldExpr(UnresolvedLookupExpr *Callee, SourceLocation LParenLoc, Expr *LHS, BinaryOperatorKind Operator, SourceLocation EllipsisLoc, Expr *RHS, SourceLocation RParenLoc, Optional<unsigned> NumExpansions); ExprResult BuildEmptyCXXFoldExpr(SourceLocation EllipsisLoc, BinaryOperatorKind Operator); //// ActOnCXXThis - Parse 'this' pointer. ExprResult ActOnCXXThis(SourceLocation loc); /// Build a CXXThisExpr and mark it referenced in the current context. Expr *BuildCXXThisExpr(SourceLocation Loc, QualType Type, bool IsImplicit); void MarkThisReferenced(CXXThisExpr *This); /// Try to retrieve the type of the 'this' pointer. /// /// \returns The type of 'this', if possible. Otherwise, returns a NULL type. QualType getCurrentThisType(); /// When non-NULL, the C++ 'this' expression is allowed despite the /// current context not being a non-static member function. In such cases, /// this provides the type used for 'this'. QualType CXXThisTypeOverride; /// RAII object used to temporarily allow the C++ 'this' expression /// to be used, with the given qualifiers on the current class type. class CXXThisScopeRAII { Sema &S; QualType OldCXXThisTypeOverride; bool Enabled; public: /// Introduce a new scope where 'this' may be allowed (when enabled), /// using the given declaration (which is either a class template or a /// class) along with the given qualifiers. /// along with the qualifiers placed on '*this'. CXXThisScopeRAII(Sema &S, Decl *ContextDecl, Qualifiers CXXThisTypeQuals, bool Enabled = true); ~CXXThisScopeRAII(); }; /// Make sure the value of 'this' is actually available in the current /// context, if it is a potentially evaluated context. /// /// \param Loc The location at which the capture of 'this' occurs. /// /// \param Explicit Whether 'this' is explicitly captured in a lambda /// capture list. /// /// \param FunctionScopeIndexToStopAt If non-null, it points to the index /// of the FunctionScopeInfo stack beyond which we do not attempt to capture. /// This is useful when enclosing lambdas must speculatively capture /// 'this' that may or may not be used in certain specializations of /// a nested generic lambda (depending on whether the name resolves to /// a non-static member function or a static function). /// \return returns 'true' if failed, 'false' if success. bool CheckCXXThisCapture(SourceLocation Loc, bool Explicit = false, bool BuildAndDiagnose = true, const unsigned *const FunctionScopeIndexToStopAt = nullptr, bool ByCopy = false); /// Determine whether the given type is the type of *this that is used /// outside of the body of a member function for a type that is currently /// being defined. bool isThisOutsideMemberFunctionBody(QualType BaseType); /// ActOnCXXBoolLiteral - Parse {true,false} literals. ExprResult ActOnCXXBoolLiteral(SourceLocation OpLoc, tok::TokenKind Kind); /// ActOnObjCBoolLiteral - Parse {__objc_yes,__objc_no} literals. ExprResult ActOnObjCBoolLiteral(SourceLocation OpLoc, tok::TokenKind Kind); ExprResult ActOnObjCAvailabilityCheckExpr(llvm::ArrayRef<AvailabilitySpec> AvailSpecs, SourceLocation AtLoc, SourceLocation RParen); /// ActOnCXXNullPtrLiteral - Parse 'nullptr'. ExprResult ActOnCXXNullPtrLiteral(SourceLocation Loc); //// ActOnCXXThrow - Parse throw expressions. ExprResult ActOnCXXThrow(Scope *S, SourceLocation OpLoc, Expr *expr); ExprResult BuildCXXThrow(SourceLocation OpLoc, Expr *Ex, bool IsThrownVarInScope); bool CheckCXXThrowOperand(SourceLocation ThrowLoc, QualType ThrowTy, Expr *E); /// ActOnCXXTypeConstructExpr - Parse construction of a specified type. /// Can be interpreted either as function-style casting ("int(x)") /// or class type construction ("ClassType(x,y,z)") /// or creation of a value-initialized type ("int()"). ExprResult ActOnCXXTypeConstructExpr(ParsedType TypeRep, SourceLocation LParenOrBraceLoc, MultiExprArg Exprs, SourceLocation RParenOrBraceLoc, bool ListInitialization); ExprResult BuildCXXTypeConstructExpr(TypeSourceInfo *Type, SourceLocation LParenLoc, MultiExprArg Exprs, SourceLocation RParenLoc, bool ListInitialization); /// ActOnCXXNew - Parsed a C++ 'new' expression. ExprResult ActOnCXXNew(SourceLocation StartLoc, bool UseGlobal, SourceLocation PlacementLParen, MultiExprArg PlacementArgs, SourceLocation PlacementRParen, SourceRange TypeIdParens, Declarator &D, Expr *Initializer); ExprResult BuildCXXNew(SourceRange Range, bool UseGlobal, SourceLocation PlacementLParen, MultiExprArg PlacementArgs, SourceLocation PlacementRParen, SourceRange TypeIdParens, QualType AllocType, TypeSourceInfo *AllocTypeInfo, Optional<Expr *> ArraySize, SourceRange DirectInitRange, Expr *Initializer); /// Determine whether \p FD is an aligned allocation or deallocation /// function that is unavailable. bool isUnavailableAlignedAllocationFunction(const FunctionDecl &FD) const; /// Produce diagnostics if \p FD is an aligned allocation or deallocation /// function that is unavailable. void diagnoseUnavailableAlignedAllocation(const FunctionDecl &FD, SourceLocation Loc); bool CheckAllocatedType(QualType AllocType, SourceLocation Loc, SourceRange R); /// The scope in which to find allocation functions. enum AllocationFunctionScope { /// Only look for allocation functions in the global scope. AFS_Global, /// Only look for allocation functions in the scope of the /// allocated class. AFS_Class, /// Look for allocation functions in both the global scope /// and in the scope of the allocated class. AFS_Both }; /// Finds the overloads of operator new and delete that are appropriate /// for the allocation. bool FindAllocationFunctions(SourceLocation StartLoc, SourceRange Range, AllocationFunctionScope NewScope, AllocationFunctionScope DeleteScope, QualType AllocType, bool IsArray, bool &PassAlignment, MultiExprArg PlaceArgs, FunctionDecl *&OperatorNew, FunctionDecl *&OperatorDelete, bool Diagnose = true); void DeclareGlobalNewDelete(); void DeclareGlobalAllocationFunction(DeclarationName Name, QualType Return, ArrayRef<QualType> Params); bool FindDeallocationFunction(SourceLocation StartLoc, CXXRecordDecl *RD, DeclarationName Name, FunctionDecl* &Operator, bool Diagnose = true); FunctionDecl *FindUsualDeallocationFunction(SourceLocation StartLoc, bool CanProvideSize, bool Overaligned, DeclarationName Name); FunctionDecl *FindDeallocationFunctionForDestructor(SourceLocation StartLoc, CXXRecordDecl *RD); /// ActOnCXXDelete - Parsed a C++ 'delete' expression ExprResult ActOnCXXDelete(SourceLocation StartLoc, bool UseGlobal, bool ArrayForm, Expr *Operand); void CheckVirtualDtorCall(CXXDestructorDecl *dtor, SourceLocation Loc, bool IsDelete, bool CallCanBeVirtual, bool WarnOnNonAbstractTypes, SourceLocation DtorLoc); ExprResult ActOnNoexceptExpr(SourceLocation KeyLoc, SourceLocation LParen, Expr *Operand, SourceLocation RParen); ExprResult BuildCXXNoexceptExpr(SourceLocation KeyLoc, Expr *Operand, SourceLocation RParen); /// Parsed one of the type trait support pseudo-functions. ExprResult ActOnTypeTrait(TypeTrait Kind, SourceLocation KWLoc, ArrayRef<ParsedType> Args, SourceLocation RParenLoc); ExprResult BuildTypeTrait(TypeTrait Kind, SourceLocation KWLoc, ArrayRef<TypeSourceInfo *> Args, SourceLocation RParenLoc); /// ActOnArrayTypeTrait - Parsed one of the binary type trait support /// pseudo-functions. ExprResult ActOnArrayTypeTrait(ArrayTypeTrait ATT, SourceLocation KWLoc, ParsedType LhsTy, Expr *DimExpr, SourceLocation RParen); ExprResult BuildArrayTypeTrait(ArrayTypeTrait ATT, SourceLocation KWLoc, TypeSourceInfo *TSInfo, Expr *DimExpr, SourceLocation RParen); /// ActOnExpressionTrait - Parsed one of the unary type trait support /// pseudo-functions. ExprResult ActOnExpressionTrait(ExpressionTrait OET, SourceLocation KWLoc, Expr *Queried, SourceLocation RParen); ExprResult BuildExpressionTrait(ExpressionTrait OET, SourceLocation KWLoc, Expr *Queried, SourceLocation RParen); ExprResult ActOnStartCXXMemberReference(Scope *S, Expr *Base, SourceLocation OpLoc, tok::TokenKind OpKind, ParsedType &ObjectType, bool &MayBePseudoDestructor); ExprResult BuildPseudoDestructorExpr(Expr *Base, SourceLocation OpLoc, tok::TokenKind OpKind, const CXXScopeSpec &SS, TypeSourceInfo *ScopeType, SourceLocation CCLoc, SourceLocation TildeLoc, PseudoDestructorTypeStorage DestroyedType); ExprResult ActOnPseudoDestructorExpr(Scope *S, Expr *Base, SourceLocation OpLoc, tok::TokenKind OpKind, CXXScopeSpec &SS, UnqualifiedId &FirstTypeName, SourceLocation CCLoc, SourceLocation TildeLoc, UnqualifiedId &SecondTypeName); ExprResult ActOnPseudoDestructorExpr(Scope *S, Expr *Base, SourceLocation OpLoc, tok::TokenKind OpKind, SourceLocation TildeLoc, const DeclSpec& DS); /// MaybeCreateExprWithCleanups - If the current full-expression /// requires any cleanups, surround it with a ExprWithCleanups node. /// Otherwise, just returns the passed-in expression. Expr *MaybeCreateExprWithCleanups(Expr *SubExpr); Stmt *MaybeCreateStmtWithCleanups(Stmt *SubStmt); ExprResult MaybeCreateExprWithCleanups(ExprResult SubExpr); MaterializeTemporaryExpr * CreateMaterializeTemporaryExpr(QualType T, Expr *Temporary, bool BoundToLvalueReference); ExprResult ActOnFinishFullExpr(Expr *Expr, bool DiscardedValue) { return ActOnFinishFullExpr( Expr, Expr ? Expr->getExprLoc() : SourceLocation(), DiscardedValue); } ExprResult ActOnFinishFullExpr(Expr *Expr, SourceLocation CC, bool DiscardedValue, bool IsConstexpr = false); StmtResult ActOnFinishFullStmt(Stmt *Stmt); // Marks SS invalid if it represents an incomplete type. bool RequireCompleteDeclContext(CXXScopeSpec &SS, DeclContext *DC); DeclContext *computeDeclContext(QualType T); DeclContext *computeDeclContext(const CXXScopeSpec &SS, bool EnteringContext = false); bool isDependentScopeSpecifier(const CXXScopeSpec &SS); CXXRecordDecl *getCurrentInstantiationOf(NestedNameSpecifier *NNS); /// The parser has parsed a global nested-name-specifier '::'. /// /// \param CCLoc The location of the '::'. /// /// \param SS The nested-name-specifier, which will be updated in-place /// to reflect the parsed nested-name-specifier. /// /// \returns true if an error occurred, false otherwise. bool ActOnCXXGlobalScopeSpecifier(SourceLocation CCLoc, CXXScopeSpec &SS); /// The parser has parsed a '__super' nested-name-specifier. /// /// \param SuperLoc The location of the '__super' keyword. /// /// \param ColonColonLoc The location of the '::'. /// /// \param SS The nested-name-specifier, which will be updated in-place /// to reflect the parsed nested-name-specifier. /// /// \returns true if an error occurred, false otherwise. bool ActOnSuperScopeSpecifier(SourceLocation SuperLoc, SourceLocation ColonColonLoc, CXXScopeSpec &SS); bool isAcceptableNestedNameSpecifier(const NamedDecl *SD, bool *CanCorrect = nullptr); NamedDecl *FindFirstQualifierInScope(Scope *S, NestedNameSpecifier *NNS); /// Keeps information about an identifier in a nested-name-spec. /// struct NestedNameSpecInfo { /// The type of the object, if we're parsing nested-name-specifier in /// a member access expression. ParsedType ObjectType; /// The identifier preceding the '::'. IdentifierInfo *Identifier; /// The location of the identifier. SourceLocation IdentifierLoc; /// The location of the '::'. SourceLocation CCLoc; /// Creates info object for the most typical case. NestedNameSpecInfo(IdentifierInfo *II, SourceLocation IdLoc, SourceLocation ColonColonLoc, ParsedType ObjectType = ParsedType()) : ObjectType(ObjectType), Identifier(II), IdentifierLoc(IdLoc), CCLoc(ColonColonLoc) { } NestedNameSpecInfo(IdentifierInfo *II, SourceLocation IdLoc, SourceLocation ColonColonLoc, QualType ObjectType) : ObjectType(ParsedType::make(ObjectType)), Identifier(II), IdentifierLoc(IdLoc), CCLoc(ColonColonLoc) { } }; bool isNonTypeNestedNameSpecifier(Scope *S, CXXScopeSpec &SS, NestedNameSpecInfo &IdInfo); bool BuildCXXNestedNameSpecifier(Scope *S, NestedNameSpecInfo &IdInfo, bool EnteringContext, CXXScopeSpec &SS, NamedDecl *ScopeLookupResult, bool ErrorRecoveryLookup, bool *IsCorrectedToColon = nullptr, bool OnlyNamespace = false); /// The parser has parsed a nested-name-specifier 'identifier::'. /// /// \param S The scope in which this nested-name-specifier occurs. /// /// \param IdInfo Parser information about an identifier in the /// nested-name-spec. /// /// \param EnteringContext Whether we're entering the context nominated by /// this nested-name-specifier. /// /// \param SS The nested-name-specifier, which is both an input /// parameter (the nested-name-specifier before this type) and an /// output parameter (containing the full nested-name-specifier, /// including this new type). /// /// \param ErrorRecoveryLookup If true, then this method is called to improve /// error recovery. In this case do not emit error message. /// /// \param IsCorrectedToColon If not null, suggestions to replace '::' -> ':' /// are allowed. The bool value pointed by this parameter is set to 'true' /// if the identifier is treated as if it was followed by ':', not '::'. /// /// \param OnlyNamespace If true, only considers namespaces in lookup. /// /// \returns true if an error occurred, false otherwise. bool ActOnCXXNestedNameSpecifier(Scope *S, NestedNameSpecInfo &IdInfo, bool EnteringContext, CXXScopeSpec &SS, bool ErrorRecoveryLookup = false, bool *IsCorrectedToColon = nullptr, bool OnlyNamespace = false); ExprResult ActOnDecltypeExpression(Expr *E); bool ActOnCXXNestedNameSpecifierDecltype(CXXScopeSpec &SS, const DeclSpec &DS, SourceLocation ColonColonLoc); bool IsInvalidUnlessNestedName(Scope *S, CXXScopeSpec &SS, NestedNameSpecInfo &IdInfo, bool EnteringContext); /// The parser has parsed a nested-name-specifier /// 'template[opt] template-name < template-args >::'. /// /// \param S The scope in which this nested-name-specifier occurs. /// /// \param SS The nested-name-specifier, which is both an input /// parameter (the nested-name-specifier before this type) and an /// output parameter (containing the full nested-name-specifier, /// including this new type). /// /// \param TemplateKWLoc the location of the 'template' keyword, if any. /// \param TemplateName the template name. /// \param TemplateNameLoc The location of the template name. /// \param LAngleLoc The location of the opening angle bracket ('<'). /// \param TemplateArgs The template arguments. /// \param RAngleLoc The location of the closing angle bracket ('>'). /// \param CCLoc The location of the '::'. /// /// \param EnteringContext Whether we're entering the context of the /// nested-name-specifier. /// /// /// \returns true if an error occurred, false otherwise. bool ActOnCXXNestedNameSpecifier(Scope *S, CXXScopeSpec &SS, SourceLocation TemplateKWLoc, TemplateTy TemplateName, SourceLocation TemplateNameLoc, SourceLocation LAngleLoc, ASTTemplateArgsPtr TemplateArgs, SourceLocation RAngleLoc, SourceLocation CCLoc, bool EnteringContext); /// Given a C++ nested-name-specifier, produce an annotation value /// that the parser can use later to reconstruct the given /// nested-name-specifier. /// /// \param SS A nested-name-specifier. /// /// \returns A pointer containing all of the information in the /// nested-name-specifier \p SS. void *SaveNestedNameSpecifierAnnotation(CXXScopeSpec &SS); /// Given an annotation pointer for a nested-name-specifier, restore /// the nested-name-specifier structure. /// /// \param Annotation The annotation pointer, produced by /// \c SaveNestedNameSpecifierAnnotation(). /// /// \param AnnotationRange The source range corresponding to the annotation. /// /// \param SS The nested-name-specifier that will be updated with the contents /// of the annotation pointer. void RestoreNestedNameSpecifierAnnotation(void *Annotation, SourceRange AnnotationRange, CXXScopeSpec &SS); bool ShouldEnterDeclaratorScope(Scope *S, const CXXScopeSpec &SS); /// ActOnCXXEnterDeclaratorScope - Called when a C++ scope specifier (global /// scope or nested-name-specifier) is parsed, part of a declarator-id. /// After this method is called, according to [C++ 3.4.3p3], names should be /// looked up in the declarator-id's scope, until the declarator is parsed and /// ActOnCXXExitDeclaratorScope is called. /// The 'SS' should be a non-empty valid CXXScopeSpec. bool ActOnCXXEnterDeclaratorScope(Scope *S, CXXScopeSpec &SS); /// ActOnCXXExitDeclaratorScope - Called when a declarator that previously /// invoked ActOnCXXEnterDeclaratorScope(), is finished. 'SS' is the same /// CXXScopeSpec that was passed to ActOnCXXEnterDeclaratorScope as well. /// Used to indicate that names should revert to being looked up in the /// defining scope. void ActOnCXXExitDeclaratorScope(Scope *S, const CXXScopeSpec &SS); /// ActOnCXXEnterDeclInitializer - Invoked when we are about to parse an /// initializer for the declaration 'Dcl'. /// After this method is called, according to [C++ 3.4.1p13], if 'Dcl' is a /// static data member of class X, names should be looked up in the scope of /// class X. void ActOnCXXEnterDeclInitializer(Scope *S, Decl *Dcl); /// ActOnCXXExitDeclInitializer - Invoked after we are finished parsing an /// initializer for the declaration 'Dcl'. void ActOnCXXExitDeclInitializer(Scope *S, Decl *Dcl); /// Create a new lambda closure type. CXXRecordDecl *createLambdaClosureType(SourceRange IntroducerRange, TypeSourceInfo *Info, bool KnownDependent, LambdaCaptureDefault CaptureDefault); /// Start the definition of a lambda expression. CXXMethodDecl *startLambdaDefinition(CXXRecordDecl *Class, SourceRange IntroducerRange, TypeSourceInfo *MethodType, SourceLocation EndLoc, ArrayRef<ParmVarDecl *> Params, ConstexprSpecKind ConstexprKind, Expr *TrailingRequiresClause); /// Number lambda for linkage purposes if necessary. void handleLambdaNumbering( CXXRecordDecl *Class, CXXMethodDecl *Method, Optional<std::tuple<bool, unsigned, unsigned, Decl *>> Mangling = None); /// Endow the lambda scope info with the relevant properties. void buildLambdaScope(sema::LambdaScopeInfo *LSI, CXXMethodDecl *CallOperator, SourceRange IntroducerRange, LambdaCaptureDefault CaptureDefault, SourceLocation CaptureDefaultLoc, bool ExplicitParams, bool ExplicitResultType, bool Mutable); /// Perform initialization analysis of the init-capture and perform /// any implicit conversions such as an lvalue-to-rvalue conversion if /// not being used to initialize a reference. ParsedType actOnLambdaInitCaptureInitialization( SourceLocation Loc, bool ByRef, SourceLocation EllipsisLoc, IdentifierInfo *Id, LambdaCaptureInitKind InitKind, Expr *&Init) { return ParsedType::make(buildLambdaInitCaptureInitialization( Loc, ByRef, EllipsisLoc, None, Id, InitKind != LambdaCaptureInitKind::CopyInit, Init)); } QualType buildLambdaInitCaptureInitialization( SourceLocation Loc, bool ByRef, SourceLocation EllipsisLoc, Optional<unsigned> NumExpansions, IdentifierInfo *Id, bool DirectInit, Expr *&Init); /// Create a dummy variable within the declcontext of the lambda's /// call operator, for name lookup purposes for a lambda init capture. /// /// CodeGen handles emission of lambda captures, ignoring these dummy /// variables appropriately. VarDecl *createLambdaInitCaptureVarDecl(SourceLocation Loc, QualType InitCaptureType, SourceLocation EllipsisLoc, IdentifierInfo *Id, unsigned InitStyle, Expr *Init); /// Add an init-capture to a lambda scope. void addInitCapture(sema::LambdaScopeInfo *LSI, VarDecl *Var); /// Note that we have finished the explicit captures for the /// given lambda. void finishLambdaExplicitCaptures(sema::LambdaScopeInfo *LSI); /// \brief This is called after parsing the explicit template parameter list /// on a lambda (if it exists) in C++2a. void ActOnLambdaExplicitTemplateParameterList(SourceLocation LAngleLoc, ArrayRef<NamedDecl *> TParams, SourceLocation RAngleLoc, ExprResult RequiresClause); /// Introduce the lambda parameters into scope. void addLambdaParameters( ArrayRef<LambdaIntroducer::LambdaCapture> Captures, CXXMethodDecl *CallOperator, Scope *CurScope); /// Deduce a block or lambda's return type based on the return /// statements present in the body. void deduceClosureReturnType(sema::CapturingScopeInfo &CSI); /// ActOnStartOfLambdaDefinition - This is called just before we start /// parsing the body of a lambda; it analyzes the explicit captures and /// arguments, and sets up various data-structures for the body of the /// lambda. void ActOnStartOfLambdaDefinition(LambdaIntroducer &Intro, Declarator &ParamInfo, Scope *CurScope); /// ActOnLambdaError - If there is an error parsing a lambda, this callback /// is invoked to pop the information about the lambda. void ActOnLambdaError(SourceLocation StartLoc, Scope *CurScope, bool IsInstantiation = false); /// ActOnLambdaExpr - This is called when the body of a lambda expression /// was successfully completed. ExprResult ActOnLambdaExpr(SourceLocation StartLoc, Stmt *Body, Scope *CurScope); /// Does copying/destroying the captured variable have side effects? bool CaptureHasSideEffects(const sema::Capture &From); /// Diagnose if an explicit lambda capture is unused. Returns true if a /// diagnostic is emitted. bool DiagnoseUnusedLambdaCapture(SourceRange CaptureRange, const sema::Capture &From); /// Build a FieldDecl suitable to hold the given capture. FieldDecl *BuildCaptureField(RecordDecl *RD, const sema::Capture &Capture); /// Initialize the given capture with a suitable expression. ExprResult BuildCaptureInit(const sema::Capture &Capture, SourceLocation ImplicitCaptureLoc, bool IsOpenMPMapping = false); /// Complete a lambda-expression having processed and attached the /// lambda body. ExprResult BuildLambdaExpr(SourceLocation StartLoc, SourceLocation EndLoc, sema::LambdaScopeInfo *LSI); /// Get the return type to use for a lambda's conversion function(s) to /// function pointer type, given the type of the call operator. QualType getLambdaConversionFunctionResultType(const FunctionProtoType *CallOpType, CallingConv CC); /// Define the "body" of the conversion from a lambda object to a /// function pointer. /// /// This routine doesn't actually define a sensible body; rather, it fills /// in the initialization expression needed to copy the lambda object into /// the block, and IR generation actually generates the real body of the /// block pointer conversion. void DefineImplicitLambdaToFunctionPointerConversion( SourceLocation CurrentLoc, CXXConversionDecl *Conv); /// Define the "body" of the conversion from a lambda object to a /// block pointer. /// /// This routine doesn't actually define a sensible body; rather, it fills /// in the initialization expression needed to copy the lambda object into /// the block, and IR generation actually generates the real body of the /// block pointer conversion. void DefineImplicitLambdaToBlockPointerConversion(SourceLocation CurrentLoc, CXXConversionDecl *Conv); ExprResult BuildBlockForLambdaConversion(SourceLocation CurrentLocation, SourceLocation ConvLocation, CXXConversionDecl *Conv, Expr *Src); /// Check whether the given expression is a valid constraint expression. /// A diagnostic is emitted if it is not, false is returned, and /// PossibleNonPrimary will be set to true if the failure might be due to a /// non-primary expression being used as an atomic constraint. bool CheckConstraintExpression(const Expr *CE, Token NextToken = Token(), bool *PossibleNonPrimary = nullptr, bool IsTrailingRequiresClause = false); private: /// Caches pairs of template-like decls whose associated constraints were /// checked for subsumption and whether or not the first's constraints did in /// fact subsume the second's. llvm::DenseMap<std::pair<NamedDecl *, NamedDecl *>, bool> SubsumptionCache; /// Caches the normalized associated constraints of declarations (concepts or /// constrained declarations). If an error occurred while normalizing the /// associated constraints of the template or concept, nullptr will be cached /// here. llvm::DenseMap<NamedDecl *, NormalizedConstraint *> NormalizationCache; llvm::ContextualFoldingSet<ConstraintSatisfaction, const ASTContext &> SatisfactionCache; public: const NormalizedConstraint * getNormalizedAssociatedConstraints( NamedDecl *ConstrainedDecl, ArrayRef<const Expr *> AssociatedConstraints); /// \brief Check whether the given declaration's associated constraints are /// at least as constrained than another declaration's according to the /// partial ordering of constraints. /// /// \param Result If no error occurred, receives the result of true if D1 is /// at least constrained than D2, and false otherwise. /// /// \returns true if an error occurred, false otherwise. bool IsAtLeastAsConstrained(NamedDecl *D1, ArrayRef<const Expr *> AC1, NamedDecl *D2, ArrayRef<const Expr *> AC2, bool &Result); /// If D1 was not at least as constrained as D2, but would've been if a pair /// of atomic constraints involved had been declared in a concept and not /// repeated in two separate places in code. /// \returns true if such a diagnostic was emitted, false otherwise. bool MaybeEmitAmbiguousAtomicConstraintsDiagnostic(NamedDecl *D1, ArrayRef<const Expr *> AC1, NamedDecl *D2, ArrayRef<const Expr *> AC2); /// \brief Check whether the given list of constraint expressions are /// satisfied (as if in a 'conjunction') given template arguments. /// \param Template the template-like entity that triggered the constraints /// check (either a concept or a constrained entity). /// \param ConstraintExprs a list of constraint expressions, treated as if /// they were 'AND'ed together. /// \param TemplateArgs the list of template arguments to substitute into the /// constraint expression. /// \param TemplateIDRange The source range of the template id that /// caused the constraints check. /// \param Satisfaction if true is returned, will contain details of the /// satisfaction, with enough information to diagnose an unsatisfied /// expression. /// \returns true if an error occurred and satisfaction could not be checked, /// false otherwise. bool CheckConstraintSatisfaction( const NamedDecl *Template, ArrayRef<const Expr *> ConstraintExprs, ArrayRef<TemplateArgument> TemplateArgs, SourceRange TemplateIDRange, ConstraintSatisfaction &Satisfaction); /// \brief Check whether the given non-dependent constraint expression is /// satisfied. Returns false and updates Satisfaction with the satisfaction /// verdict if successful, emits a diagnostic and returns true if an error /// occured and satisfaction could not be determined. /// /// \returns true if an error occurred, false otherwise. bool CheckConstraintSatisfaction(const Expr *ConstraintExpr, ConstraintSatisfaction &Satisfaction); /// Check whether the given function decl's trailing requires clause is /// satisfied, if any. Returns false and updates Satisfaction with the /// satisfaction verdict if successful, emits a diagnostic and returns true if /// an error occured and satisfaction could not be determined. /// /// \returns true if an error occurred, false otherwise. bool CheckFunctionConstraints(const FunctionDecl *FD, ConstraintSatisfaction &Satisfaction, SourceLocation UsageLoc = SourceLocation()); /// \brief Ensure that the given template arguments satisfy the constraints /// associated with the given template, emitting a diagnostic if they do not. /// /// \param Template The template to which the template arguments are being /// provided. /// /// \param TemplateArgs The converted, canonicalized template arguments. /// /// \param TemplateIDRange The source range of the template id that /// caused the constraints check. /// /// \returns true if the constrains are not satisfied or could not be checked /// for satisfaction, false if the constraints are satisfied. bool EnsureTemplateArgumentListConstraints(TemplateDecl *Template, ArrayRef<TemplateArgument> TemplateArgs, SourceRange TemplateIDRange); /// \brief Emit diagnostics explaining why a constraint expression was deemed /// unsatisfied. /// \param First whether this is the first time an unsatisfied constraint is /// diagnosed for this error. void DiagnoseUnsatisfiedConstraint(const ConstraintSatisfaction &Satisfaction, bool First = true); /// \brief Emit diagnostics explaining why a constraint expression was deemed /// unsatisfied. void DiagnoseUnsatisfiedConstraint(const ASTConstraintSatisfaction &Satisfaction, bool First = true); // ParseObjCStringLiteral - Parse Objective-C string literals. ExprResult ParseObjCStringLiteral(SourceLocation *AtLocs, ArrayRef<Expr *> Strings); ExprResult BuildObjCStringLiteral(SourceLocation AtLoc, StringLiteral *S); /// BuildObjCNumericLiteral - builds an ObjCBoxedExpr AST node for the /// numeric literal expression. Type of the expression will be "NSNumber *" /// or "id" if NSNumber is unavailable. ExprResult BuildObjCNumericLiteral(SourceLocation AtLoc, Expr *Number); ExprResult ActOnObjCBoolLiteral(SourceLocation AtLoc, SourceLocation ValueLoc, bool Value); ExprResult BuildObjCArrayLiteral(SourceRange SR, MultiExprArg Elements); /// BuildObjCBoxedExpr - builds an ObjCBoxedExpr AST node for the /// '@' prefixed parenthesized expression. The type of the expression will /// either be "NSNumber *", "NSString *" or "NSValue *" depending on the type /// of ValueType, which is allowed to be a built-in numeric type, "char *", /// "const char *" or C structure with attribute 'objc_boxable'. ExprResult BuildObjCBoxedExpr(SourceRange SR, Expr *ValueExpr); ExprResult BuildObjCSubscriptExpression(SourceLocation RB, Expr *BaseExpr, Expr *IndexExpr, ObjCMethodDecl *getterMethod, ObjCMethodDecl *setterMethod); ExprResult BuildObjCDictionaryLiteral(SourceRange SR, MutableArrayRef<ObjCDictionaryElement> Elements); ExprResult BuildObjCEncodeExpression(SourceLocation AtLoc, TypeSourceInfo *EncodedTypeInfo, SourceLocation RParenLoc); ExprResult BuildCXXMemberCallExpr(Expr *Exp, NamedDecl *FoundDecl, CXXConversionDecl *Method, bool HadMultipleCandidates); ExprResult ParseObjCEncodeExpression(SourceLocation AtLoc, SourceLocation EncodeLoc, SourceLocation LParenLoc, ParsedType Ty, SourceLocation RParenLoc); /// ParseObjCSelectorExpression - Build selector expression for \@selector ExprResult ParseObjCSelectorExpression(Selector Sel, SourceLocation AtLoc, SourceLocation SelLoc, SourceLocation LParenLoc, SourceLocation RParenLoc, bool WarnMultipleSelectors); /// ParseObjCProtocolExpression - Build protocol expression for \@protocol ExprResult ParseObjCProtocolExpression(IdentifierInfo * ProtocolName, SourceLocation AtLoc, SourceLocation ProtoLoc, SourceLocation LParenLoc, SourceLocation ProtoIdLoc, SourceLocation RParenLoc); //===--------------------------------------------------------------------===// // C++ Declarations // Decl *ActOnStartLinkageSpecification(Scope *S, SourceLocation ExternLoc, Expr *LangStr, SourceLocation LBraceLoc); Decl *ActOnFinishLinkageSpecification(Scope *S, Decl *LinkageSpec, SourceLocation RBraceLoc); //===--------------------------------------------------------------------===// // C++ Classes // CXXRecordDecl *getCurrentClass(Scope *S, const CXXScopeSpec *SS); bool isCurrentClassName(const IdentifierInfo &II, Scope *S, const CXXScopeSpec *SS = nullptr); bool isCurrentClassNameTypo(IdentifierInfo *&II, const CXXScopeSpec *SS); bool ActOnAccessSpecifier(AccessSpecifier Access, SourceLocation ASLoc, SourceLocation ColonLoc, const ParsedAttributesView &Attrs); NamedDecl *ActOnCXXMemberDeclarator(Scope *S, AccessSpecifier AS, Declarator &D, MultiTemplateParamsArg TemplateParameterLists, Expr *BitfieldWidth, const VirtSpecifiers &VS, InClassInitStyle InitStyle); void ActOnStartCXXInClassMemberInitializer(); void ActOnFinishCXXInClassMemberInitializer(Decl *VarDecl, SourceLocation EqualLoc, Expr *Init); MemInitResult ActOnMemInitializer(Decl *ConstructorD, Scope *S, CXXScopeSpec &SS, IdentifierInfo *MemberOrBase, ParsedType TemplateTypeTy, const DeclSpec &DS, SourceLocation IdLoc, SourceLocation LParenLoc, ArrayRef<Expr *> Args, SourceLocation RParenLoc, SourceLocation EllipsisLoc); MemInitResult ActOnMemInitializer(Decl *ConstructorD, Scope *S, CXXScopeSpec &SS, IdentifierInfo *MemberOrBase, ParsedType TemplateTypeTy, const DeclSpec &DS, SourceLocation IdLoc, Expr *InitList, SourceLocation EllipsisLoc); MemInitResult BuildMemInitializer(Decl *ConstructorD, Scope *S, CXXScopeSpec &SS, IdentifierInfo *MemberOrBase, ParsedType TemplateTypeTy, const DeclSpec &DS, SourceLocation IdLoc, Expr *Init, SourceLocation EllipsisLoc); MemInitResult BuildMemberInitializer(ValueDecl *Member, Expr *Init, SourceLocation IdLoc); MemInitResult BuildBaseInitializer(QualType BaseType, TypeSourceInfo *BaseTInfo, Expr *Init, CXXRecordDecl *ClassDecl, SourceLocation EllipsisLoc); MemInitResult BuildDelegatingInitializer(TypeSourceInfo *TInfo, Expr *Init, CXXRecordDecl *ClassDecl); bool SetDelegatingInitializer(CXXConstructorDecl *Constructor, CXXCtorInitializer *Initializer); bool SetCtorInitializers(CXXConstructorDecl *Constructor, bool AnyErrors, ArrayRef<CXXCtorInitializer *> Initializers = None); void SetIvarInitializers(ObjCImplementationDecl *ObjCImplementation); /// MarkBaseAndMemberDestructorsReferenced - Given a record decl, /// mark all the non-trivial destructors of its members and bases as /// referenced. void MarkBaseAndMemberDestructorsReferenced(SourceLocation Loc, CXXRecordDecl *Record); /// Mark destructors of virtual bases of this class referenced. In the Itanium /// C++ ABI, this is done when emitting a destructor for any non-abstract /// class. In the Microsoft C++ ABI, this is done any time a class's /// destructor is referenced. void MarkVirtualBaseDestructorsReferenced( SourceLocation Location, CXXRecordDecl *ClassDecl, llvm::SmallPtrSetImpl<const RecordType *> *DirectVirtualBases = nullptr); /// Do semantic checks to allow the complete destructor variant to be emitted /// when the destructor is defined in another translation unit. In the Itanium /// C++ ABI, destructor variants are emitted together. In the MS C++ ABI, they /// can be emitted in separate TUs. To emit the complete variant, run a subset /// of the checks performed when emitting a regular destructor. void CheckCompleteDestructorVariant(SourceLocation CurrentLocation, CXXDestructorDecl *Dtor); /// The list of classes whose vtables have been used within /// this translation unit, and the source locations at which the /// first use occurred. typedef std::pair<CXXRecordDecl*, SourceLocation> VTableUse; /// The list of vtables that are required but have not yet been /// materialized. SmallVector<VTableUse, 16> VTableUses; /// The set of classes whose vtables have been used within /// this translation unit, and a bit that will be true if the vtable is /// required to be emitted (otherwise, it should be emitted only if needed /// by code generation). llvm::DenseMap<CXXRecordDecl *, bool> VTablesUsed; /// Load any externally-stored vtable uses. void LoadExternalVTableUses(); /// Note that the vtable for the given class was used at the /// given location. void MarkVTableUsed(SourceLocation Loc, CXXRecordDecl *Class, bool DefinitionRequired = false); /// Mark the exception specifications of all virtual member functions /// in the given class as needed. void MarkVirtualMemberExceptionSpecsNeeded(SourceLocation Loc, const CXXRecordDecl *RD); /// MarkVirtualMembersReferenced - Will mark all members of the given /// CXXRecordDecl referenced. void MarkVirtualMembersReferenced(SourceLocation Loc, const CXXRecordDecl *RD, bool ConstexprOnly = false); /// Define all of the vtables that have been used in this /// translation unit and reference any virtual members used by those /// vtables. /// /// \returns true if any work was done, false otherwise. bool DefineUsedVTables(); void AddImplicitlyDeclaredMembersToClass(CXXRecordDecl *ClassDecl); void ActOnMemInitializers(Decl *ConstructorDecl, SourceLocation ColonLoc, ArrayRef<CXXCtorInitializer*> MemInits, bool AnyErrors); /// Check class-level dllimport/dllexport attribute. The caller must /// ensure that referenceDLLExportedClassMethods is called some point later /// when all outer classes of Class are complete. void checkClassLevelDLLAttribute(CXXRecordDecl *Class); void checkClassLevelCodeSegAttribute(CXXRecordDecl *Class); void referenceDLLExportedClassMethods(); void propagateDLLAttrToBaseClassTemplate( CXXRecordDecl *Class, Attr *ClassAttr, ClassTemplateSpecializationDecl *BaseTemplateSpec, SourceLocation BaseLoc); /// Add gsl::Pointer attribute to std::container::iterator /// \param ND The declaration that introduces the name /// std::container::iterator. \param UnderlyingRecord The record named by ND. void inferGslPointerAttribute(NamedDecl *ND, CXXRecordDecl *UnderlyingRecord); /// Add [[gsl::Owner]] and [[gsl::Pointer]] attributes for std:: types. void inferGslOwnerPointerAttribute(CXXRecordDecl *Record); /// Add [[gsl::Pointer]] attributes for std:: types. void inferGslPointerAttribute(TypedefNameDecl *TD); void CheckCompletedCXXClass(Scope *S, CXXRecordDecl *Record); /// Check that the C++ class annoated with "trivial_abi" satisfies all the /// conditions that are needed for the attribute to have an effect. void checkIllFormedTrivialABIStruct(CXXRecordDecl &RD); void ActOnFinishCXXMemberSpecification(Scope *S, SourceLocation RLoc, Decl *TagDecl, SourceLocation LBrac, SourceLocation RBrac, const ParsedAttributesView &AttrList); void ActOnFinishCXXMemberDecls(); void ActOnFinishCXXNonNestedClass(); void ActOnReenterCXXMethodParameter(Scope *S, ParmVarDecl *Param); unsigned ActOnReenterTemplateScope(Decl *Template, llvm::function_ref<Scope *()> EnterScope); void ActOnStartDelayedMemberDeclarations(Scope *S, Decl *Record); void ActOnStartDelayedCXXMethodDeclaration(Scope *S, Decl *Method); void ActOnDelayedCXXMethodParameter(Scope *S, Decl *Param); void ActOnFinishDelayedMemberDeclarations(Scope *S, Decl *Record); void ActOnFinishDelayedCXXMethodDeclaration(Scope *S, Decl *Method); void ActOnFinishDelayedMemberInitializers(Decl *Record); void MarkAsLateParsedTemplate(FunctionDecl *FD, Decl *FnD, CachedTokens &Toks); void UnmarkAsLateParsedTemplate(FunctionDecl *FD); bool IsInsideALocalClassWithinATemplateFunction(); Decl *ActOnStaticAssertDeclaration(SourceLocation StaticAssertLoc, Expr *AssertExpr, Expr *AssertMessageExpr, SourceLocation RParenLoc); Decl *BuildStaticAssertDeclaration(SourceLocation StaticAssertLoc, Expr *AssertExpr, StringLiteral *AssertMessageExpr, SourceLocation RParenLoc, bool Failed); FriendDecl *CheckFriendTypeDecl(SourceLocation LocStart, SourceLocation FriendLoc, TypeSourceInfo *TSInfo); Decl *ActOnFriendTypeDecl(Scope *S, const DeclSpec &DS, MultiTemplateParamsArg TemplateParams); NamedDecl *ActOnFriendFunctionDecl(Scope *S, Declarator &D, MultiTemplateParamsArg TemplateParams); QualType CheckConstructorDeclarator(Declarator &D, QualType R, StorageClass& SC); void CheckConstructor(CXXConstructorDecl *Constructor); QualType CheckDestructorDeclarator(Declarator &D, QualType R, StorageClass& SC); bool CheckDestructor(CXXDestructorDecl *Destructor); void CheckConversionDeclarator(Declarator &D, QualType &R, StorageClass& SC); Decl *ActOnConversionDeclarator(CXXConversionDecl *Conversion); void CheckDeductionGuideDeclarator(Declarator &D, QualType &R, StorageClass &SC); void CheckDeductionGuideTemplate(FunctionTemplateDecl *TD); void CheckExplicitlyDefaultedFunction(Scope *S, FunctionDecl *MD); bool CheckExplicitlyDefaultedSpecialMember(CXXMethodDecl *MD, CXXSpecialMember CSM); void CheckDelayedMemberExceptionSpecs(); bool CheckExplicitlyDefaultedComparison(Scope *S, FunctionDecl *MD, DefaultedComparisonKind DCK); void DeclareImplicitEqualityComparison(CXXRecordDecl *RD, FunctionDecl *Spaceship); void DefineDefaultedComparison(SourceLocation Loc, FunctionDecl *FD, DefaultedComparisonKind DCK); //===--------------------------------------------------------------------===// // C++ Derived Classes // /// ActOnBaseSpecifier - Parsed a base specifier CXXBaseSpecifier *CheckBaseSpecifier(CXXRecordDecl *Class, SourceRange SpecifierRange, bool Virtual, AccessSpecifier Access, TypeSourceInfo *TInfo, SourceLocation EllipsisLoc); BaseResult ActOnBaseSpecifier(Decl *classdecl, SourceRange SpecifierRange, ParsedAttributes &Attrs, bool Virtual, AccessSpecifier Access, ParsedType basetype, SourceLocation BaseLoc, SourceLocation EllipsisLoc); bool AttachBaseSpecifiers(CXXRecordDecl *Class, MutableArrayRef<CXXBaseSpecifier *> Bases); void ActOnBaseSpecifiers(Decl *ClassDecl, MutableArrayRef<CXXBaseSpecifier *> Bases); bool IsDerivedFrom(SourceLocation Loc, QualType Derived, QualType Base); bool IsDerivedFrom(SourceLocation Loc, QualType Derived, QualType Base, CXXBasePaths &Paths); // FIXME: I don't like this name. void BuildBasePathArray(const CXXBasePaths &Paths, CXXCastPath &BasePath); bool CheckDerivedToBaseConversion(QualType Derived, QualType Base, SourceLocation Loc, SourceRange Range, CXXCastPath *BasePath = nullptr, bool IgnoreAccess = false); bool CheckDerivedToBaseConversion(QualType Derived, QualType Base, unsigned InaccessibleBaseID, unsigned AmbiguousBaseConvID, SourceLocation Loc, SourceRange Range, DeclarationName Name, CXXCastPath *BasePath, bool IgnoreAccess = false); std::string getAmbiguousPathsDisplayString(CXXBasePaths &Paths); bool CheckOverridingFunctionAttributes(const CXXMethodDecl *New, const CXXMethodDecl *Old); /// CheckOverridingFunctionReturnType - Checks whether the return types are /// covariant, according to C++ [class.virtual]p5. bool CheckOverridingFunctionReturnType(const CXXMethodDecl *New, const CXXMethodDecl *Old); /// CheckOverridingFunctionExceptionSpec - Checks whether the exception /// spec is a subset of base spec. bool CheckOverridingFunctionExceptionSpec(const CXXMethodDecl *New, const CXXMethodDecl *Old); bool CheckPureMethod(CXXMethodDecl *Method, SourceRange InitRange); /// CheckOverrideControl - Check C++11 override control semantics. void CheckOverrideControl(NamedDecl *D); /// DiagnoseAbsenceOfOverrideControl - Diagnose if 'override' keyword was /// not used in the declaration of an overriding method. void DiagnoseAbsenceOfOverrideControl(NamedDecl *D, bool Inconsistent); /// CheckForFunctionMarkedFinal - Checks whether a virtual member function /// overrides a virtual member function marked 'final', according to /// C++11 [class.virtual]p4. bool CheckIfOverriddenFunctionIsMarkedFinal(const CXXMethodDecl *New, const CXXMethodDecl *Old); //===--------------------------------------------------------------------===// // C++ Access Control // enum AccessResult { AR_accessible, AR_inaccessible, AR_dependent, AR_delayed }; bool SetMemberAccessSpecifier(NamedDecl *MemberDecl, NamedDecl *PrevMemberDecl, AccessSpecifier LexicalAS); AccessResult CheckUnresolvedMemberAccess(UnresolvedMemberExpr *E, DeclAccessPair FoundDecl); AccessResult CheckUnresolvedLookupAccess(UnresolvedLookupExpr *E, DeclAccessPair FoundDecl); AccessResult CheckAllocationAccess(SourceLocation OperatorLoc, SourceRange PlacementRange, CXXRecordDecl *NamingClass, DeclAccessPair FoundDecl, bool Diagnose = true); AccessResult CheckConstructorAccess(SourceLocation Loc, CXXConstructorDecl *D, DeclAccessPair FoundDecl, const InitializedEntity &Entity, bool IsCopyBindingRefToTemp = false); AccessResult CheckConstructorAccess(SourceLocation Loc, CXXConstructorDecl *D, DeclAccessPair FoundDecl, const InitializedEntity &Entity, const PartialDiagnostic &PDiag); AccessResult CheckDestructorAccess(SourceLocation Loc, CXXDestructorDecl *Dtor, const PartialDiagnostic &PDiag, QualType objectType = QualType()); AccessResult CheckFriendAccess(NamedDecl *D); AccessResult CheckMemberAccess(SourceLocation UseLoc, CXXRecordDecl *NamingClass, DeclAccessPair Found); AccessResult CheckStructuredBindingMemberAccess(SourceLocation UseLoc, CXXRecordDecl *DecomposedClass, DeclAccessPair Field); AccessResult CheckMemberOperatorAccess(SourceLocation Loc, Expr *ObjectExpr, Expr *ArgExpr, DeclAccessPair FoundDecl); AccessResult CheckAddressOfMemberAccess(Expr *OvlExpr, DeclAccessPair FoundDecl); AccessResult CheckBaseClassAccess(SourceLocation AccessLoc, QualType Base, QualType Derived, const CXXBasePath &Path, unsigned DiagID, bool ForceCheck = false, bool ForceUnprivileged = false); void CheckLookupAccess(const LookupResult &R); bool IsSimplyAccessible(NamedDecl *Decl, CXXRecordDecl *NamingClass, QualType BaseType); bool isMemberAccessibleForDeletion(CXXRecordDecl *NamingClass, DeclAccessPair Found, QualType ObjectType, SourceLocation Loc, const PartialDiagnostic &Diag); bool isMemberAccessibleForDeletion(CXXRecordDecl *NamingClass, DeclAccessPair Found, QualType ObjectType) { return isMemberAccessibleForDeletion(NamingClass, Found, ObjectType, SourceLocation(), PDiag()); } void HandleDependentAccessCheck(const DependentDiagnostic &DD, const MultiLevelTemplateArgumentList &TemplateArgs); void PerformDependentDiagnostics(const DeclContext *Pattern, const MultiLevelTemplateArgumentList &TemplateArgs); void HandleDelayedAccessCheck(sema::DelayedDiagnostic &DD, Decl *Ctx); /// When true, access checking violations are treated as SFINAE /// failures rather than hard errors. bool AccessCheckingSFINAE; enum AbstractDiagSelID { AbstractNone = -1, AbstractReturnType, AbstractParamType, AbstractVariableType, AbstractFieldType, AbstractIvarType, AbstractSynthesizedIvarType, AbstractArrayType }; bool isAbstractType(SourceLocation Loc, QualType T); bool RequireNonAbstractType(SourceLocation Loc, QualType T, TypeDiagnoser &Diagnoser); template <typename... Ts> bool RequireNonAbstractType(SourceLocation Loc, QualType T, unsigned DiagID, const Ts &...Args) { BoundTypeDiagnoser<Ts...> Diagnoser(DiagID, Args...); return RequireNonAbstractType(Loc, T, Diagnoser); } void DiagnoseAbstractType(const CXXRecordDecl *RD); //===--------------------------------------------------------------------===// // C++ Overloaded Operators [C++ 13.5] // bool CheckOverloadedOperatorDeclaration(FunctionDecl *FnDecl); bool CheckLiteralOperatorDeclaration(FunctionDecl *FnDecl); //===--------------------------------------------------------------------===// // C++ Templates [C++ 14] // void FilterAcceptableTemplateNames(LookupResult &R, bool AllowFunctionTemplates = true, bool AllowDependent = true); bool hasAnyAcceptableTemplateNames(LookupResult &R, bool AllowFunctionTemplates = true, bool AllowDependent = true, bool AllowNonTemplateFunctions = false); /// Try to interpret the lookup result D as a template-name. /// /// \param D A declaration found by name lookup. /// \param AllowFunctionTemplates Whether function templates should be /// considered valid results. /// \param AllowDependent Whether unresolved using declarations (that might /// name templates) should be considered valid results. static NamedDecl *getAsTemplateNameDecl(NamedDecl *D, bool AllowFunctionTemplates = true, bool AllowDependent = true); enum TemplateNameIsRequiredTag { TemplateNameIsRequired }; /// Whether and why a template name is required in this lookup. class RequiredTemplateKind { public: /// Template name is required if TemplateKWLoc is valid. RequiredTemplateKind(SourceLocation TemplateKWLoc = SourceLocation()) : TemplateKW(TemplateKWLoc) {} /// Template name is unconditionally required. RequiredTemplateKind(TemplateNameIsRequiredTag) : TemplateKW() {} SourceLocation getTemplateKeywordLoc() const { return TemplateKW.getValueOr(SourceLocation()); } bool hasTemplateKeyword() const { return getTemplateKeywordLoc().isValid(); } bool isRequired() const { return TemplateKW != SourceLocation(); } explicit operator bool() const { return isRequired(); } private: llvm::Optional<SourceLocation> TemplateKW; }; enum class AssumedTemplateKind { /// This is not assumed to be a template name. None, /// This is assumed to be a template name because lookup found nothing. FoundNothing, /// This is assumed to be a template name because lookup found one or more /// functions (but no function templates). FoundFunctions, }; bool LookupTemplateName( LookupResult &R, Scope *S, CXXScopeSpec &SS, QualType ObjectType, bool EnteringContext, bool &MemberOfUnknownSpecialization, RequiredTemplateKind RequiredTemplate = SourceLocation(), AssumedTemplateKind *ATK = nullptr, bool AllowTypoCorrection = true); TemplateNameKind isTemplateName(Scope *S, CXXScopeSpec &SS, bool hasTemplateKeyword, const UnqualifiedId &Name, ParsedType ObjectType, bool EnteringContext, TemplateTy &Template, bool &MemberOfUnknownSpecialization, bool Disambiguation = false); /// Try to resolve an undeclared template name as a type template. /// /// Sets II to the identifier corresponding to the template name, and updates /// Name to a corresponding (typo-corrected) type template name and TNK to /// the corresponding kind, if possible. void ActOnUndeclaredTypeTemplateName(Scope *S, TemplateTy &Name, TemplateNameKind &TNK, SourceLocation NameLoc, IdentifierInfo *&II); bool resolveAssumedTemplateNameAsType(Scope *S, TemplateName &Name, SourceLocation NameLoc, bool Diagnose = true); /// Determine whether a particular identifier might be the name in a C++1z /// deduction-guide declaration. bool isDeductionGuideName(Scope *S, const IdentifierInfo &Name, SourceLocation NameLoc, ParsedTemplateTy *Template = nullptr); bool DiagnoseUnknownTemplateName(const IdentifierInfo &II, SourceLocation IILoc, Scope *S, const CXXScopeSpec *SS, TemplateTy &SuggestedTemplate, TemplateNameKind &SuggestedKind); bool DiagnoseUninstantiableTemplate(SourceLocation PointOfInstantiation, NamedDecl *Instantiation, bool InstantiatedFromMember, const NamedDecl *Pattern, const NamedDecl *PatternDef, TemplateSpecializationKind TSK, bool Complain = true); void DiagnoseTemplateParameterShadow(SourceLocation Loc, Decl *PrevDecl); TemplateDecl *AdjustDeclIfTemplate(Decl *&Decl); NamedDecl *ActOnTypeParameter(Scope *S, bool Typename, SourceLocation EllipsisLoc, SourceLocation KeyLoc, IdentifierInfo *ParamName, SourceLocation ParamNameLoc, unsigned Depth, unsigned Position, SourceLocation EqualLoc, ParsedType DefaultArg, bool HasTypeConstraint); bool ActOnTypeConstraint(const CXXScopeSpec &SS, TemplateIdAnnotation *TypeConstraint, TemplateTypeParmDecl *ConstrainedParameter, SourceLocation EllipsisLoc); bool AttachTypeConstraint(NestedNameSpecifierLoc NS, DeclarationNameInfo NameInfo, ConceptDecl *NamedConcept, const TemplateArgumentListInfo *TemplateArgs, TemplateTypeParmDecl *ConstrainedParameter, SourceLocation EllipsisLoc); bool AttachTypeConstraint(AutoTypeLoc TL, NonTypeTemplateParmDecl *ConstrainedParameter, SourceLocation EllipsisLoc); bool RequireStructuralType(QualType T, SourceLocation Loc); QualType CheckNonTypeTemplateParameterType(TypeSourceInfo *&TSI, SourceLocation Loc); QualType CheckNonTypeTemplateParameterType(QualType T, SourceLocation Loc); NamedDecl *ActOnNonTypeTemplateParameter(Scope *S, Declarator &D, unsigned Depth, unsigned Position, SourceLocation EqualLoc, Expr *DefaultArg); NamedDecl *ActOnTemplateTemplateParameter(Scope *S, SourceLocation TmpLoc, TemplateParameterList *Params, SourceLocation EllipsisLoc, IdentifierInfo *ParamName, SourceLocation ParamNameLoc, unsigned Depth, unsigned Position, SourceLocation EqualLoc, ParsedTemplateArgument DefaultArg); TemplateParameterList * ActOnTemplateParameterList(unsigned Depth, SourceLocation ExportLoc, SourceLocation TemplateLoc, SourceLocation LAngleLoc, ArrayRef<NamedDecl *> Params, SourceLocation RAngleLoc, Expr *RequiresClause); /// The context in which we are checking a template parameter list. enum TemplateParamListContext { TPC_ClassTemplate, TPC_VarTemplate, TPC_FunctionTemplate, TPC_ClassTemplateMember, TPC_FriendClassTemplate, TPC_FriendFunctionTemplate, TPC_FriendFunctionTemplateDefinition, TPC_TypeAliasTemplate }; bool CheckTemplateParameterList(TemplateParameterList *NewParams, TemplateParameterList *OldParams, TemplateParamListContext TPC, SkipBodyInfo *SkipBody = nullptr); TemplateParameterList *MatchTemplateParametersToScopeSpecifier( SourceLocation DeclStartLoc, SourceLocation DeclLoc, const CXXScopeSpec &SS, TemplateIdAnnotation *TemplateId, ArrayRef<TemplateParameterList *> ParamLists, bool IsFriend, bool &IsMemberSpecialization, bool &Invalid, bool SuppressDiagnostic = false); DeclResult CheckClassTemplate( Scope *S, unsigned TagSpec, TagUseKind TUK, SourceLocation KWLoc, CXXScopeSpec &SS, IdentifierInfo *Name, SourceLocation NameLoc, const ParsedAttributesView &Attr, TemplateParameterList *TemplateParams, AccessSpecifier AS, SourceLocation ModulePrivateLoc, SourceLocation FriendLoc, unsigned NumOuterTemplateParamLists, TemplateParameterList **OuterTemplateParamLists, SkipBodyInfo *SkipBody = nullptr); TemplateArgumentLoc getTrivialTemplateArgumentLoc(const TemplateArgument &Arg, QualType NTTPType, SourceLocation Loc); /// Get a template argument mapping the given template parameter to itself, /// e.g. for X in \c template<int X>, this would return an expression template /// argument referencing X. TemplateArgumentLoc getIdentityTemplateArgumentLoc(NamedDecl *Param, SourceLocation Location); void translateTemplateArguments(const ASTTemplateArgsPtr &In, TemplateArgumentListInfo &Out); ParsedTemplateArgument ActOnTemplateTypeArgument(TypeResult ParsedType); void NoteAllFoundTemplates(TemplateName Name); QualType CheckTemplateIdType(TemplateName Template, SourceLocation TemplateLoc, TemplateArgumentListInfo &TemplateArgs); TypeResult ActOnTemplateIdType(Scope *S, CXXScopeSpec &SS, SourceLocation TemplateKWLoc, TemplateTy Template, IdentifierInfo *TemplateII, SourceLocation TemplateIILoc, SourceLocation LAngleLoc, ASTTemplateArgsPtr TemplateArgs, SourceLocation RAngleLoc, bool IsCtorOrDtorName = false, bool IsClassName = false); /// Parsed an elaborated-type-specifier that refers to a template-id, /// such as \c class T::template apply<U>. TypeResult ActOnTagTemplateIdType(TagUseKind TUK, TypeSpecifierType TagSpec, SourceLocation TagLoc, CXXScopeSpec &SS, SourceLocation TemplateKWLoc, TemplateTy TemplateD, SourceLocation TemplateLoc, SourceLocation LAngleLoc, ASTTemplateArgsPtr TemplateArgsIn, SourceLocation RAngleLoc); DeclResult ActOnVarTemplateSpecialization( Scope *S, Declarator &D, TypeSourceInfo *DI, SourceLocation TemplateKWLoc, TemplateParameterList *TemplateParams, StorageClass SC, bool IsPartialSpecialization); /// Get the specialization of the given variable template corresponding to /// the specified argument list, or a null-but-valid result if the arguments /// are dependent. DeclResult CheckVarTemplateId(VarTemplateDecl *Template, SourceLocation TemplateLoc, SourceLocation TemplateNameLoc, const TemplateArgumentListInfo &TemplateArgs); /// Form a reference to the specialization of the given variable template /// corresponding to the specified argument list, or a null-but-valid result /// if the arguments are dependent. ExprResult CheckVarTemplateId(const CXXScopeSpec &SS, const DeclarationNameInfo &NameInfo, VarTemplateDecl *Template, SourceLocation TemplateLoc, const TemplateArgumentListInfo *TemplateArgs); ExprResult CheckConceptTemplateId(const CXXScopeSpec &SS, SourceLocation TemplateKWLoc, const DeclarationNameInfo &ConceptNameInfo, NamedDecl *FoundDecl, ConceptDecl *NamedConcept, const TemplateArgumentListInfo *TemplateArgs); void diagnoseMissingTemplateArguments(TemplateName Name, SourceLocation Loc); ExprResult BuildTemplateIdExpr(const CXXScopeSpec &SS, SourceLocation TemplateKWLoc, LookupResult &R, bool RequiresADL, const TemplateArgumentListInfo *TemplateArgs); ExprResult BuildQualifiedTemplateIdExpr(CXXScopeSpec &SS, SourceLocation TemplateKWLoc, const DeclarationNameInfo &NameInfo, const TemplateArgumentListInfo *TemplateArgs); TemplateNameKind ActOnTemplateName( Scope *S, CXXScopeSpec &SS, SourceLocation TemplateKWLoc, const UnqualifiedId &Name, ParsedType ObjectType, bool EnteringContext, TemplateTy &Template, bool AllowInjectedClassName = false); DeclResult ActOnClassTemplateSpecialization( Scope *S, unsigned TagSpec, TagUseKind TUK, SourceLocation KWLoc, SourceLocation ModulePrivateLoc, CXXScopeSpec &SS, TemplateIdAnnotation &TemplateId, const ParsedAttributesView &Attr, MultiTemplateParamsArg TemplateParameterLists, SkipBodyInfo *SkipBody = nullptr); bool CheckTemplatePartialSpecializationArgs(SourceLocation Loc, TemplateDecl *PrimaryTemplate, unsigned NumExplicitArgs, ArrayRef<TemplateArgument> Args); void CheckTemplatePartialSpecialization( ClassTemplatePartialSpecializationDecl *Partial); void CheckTemplatePartialSpecialization( VarTemplatePartialSpecializationDecl *Partial); Decl *ActOnTemplateDeclarator(Scope *S, MultiTemplateParamsArg TemplateParameterLists, Declarator &D); bool CheckSpecializationInstantiationRedecl(SourceLocation NewLoc, TemplateSpecializationKind NewTSK, NamedDecl *PrevDecl, TemplateSpecializationKind PrevTSK, SourceLocation PrevPtOfInstantiation, bool &SuppressNew); bool CheckDependentFunctionTemplateSpecialization(FunctionDecl *FD, const TemplateArgumentListInfo &ExplicitTemplateArgs, LookupResult &Previous); bool CheckFunctionTemplateSpecialization( FunctionDecl *FD, TemplateArgumentListInfo *ExplicitTemplateArgs, LookupResult &Previous, bool QualifiedFriend = false); bool CheckMemberSpecialization(NamedDecl *Member, LookupResult &Previous); void CompleteMemberSpecialization(NamedDecl *Member, LookupResult &Previous); DeclResult ActOnExplicitInstantiation( Scope *S, SourceLocation ExternLoc, SourceLocation TemplateLoc, unsigned TagSpec, SourceLocation KWLoc, const CXXScopeSpec &SS, TemplateTy Template, SourceLocation TemplateNameLoc, SourceLocation LAngleLoc, ASTTemplateArgsPtr TemplateArgs, SourceLocation RAngleLoc, const ParsedAttributesView &Attr); DeclResult ActOnExplicitInstantiation(Scope *S, SourceLocation ExternLoc, SourceLocation TemplateLoc, unsigned TagSpec, SourceLocation KWLoc, CXXScopeSpec &SS, IdentifierInfo *Name, SourceLocation NameLoc, const ParsedAttributesView &Attr); DeclResult ActOnExplicitInstantiation(Scope *S, SourceLocation ExternLoc, SourceLocation TemplateLoc, Declarator &D); TemplateArgumentLoc SubstDefaultTemplateArgumentIfAvailable(TemplateDecl *Template, SourceLocation TemplateLoc, SourceLocation RAngleLoc, Decl *Param, SmallVectorImpl<TemplateArgument> &Converted, bool &HasDefaultArg); /// Specifies the context in which a particular template /// argument is being checked. enum CheckTemplateArgumentKind { /// The template argument was specified in the code or was /// instantiated with some deduced template arguments. CTAK_Specified, /// The template argument was deduced via template argument /// deduction. CTAK_Deduced, /// The template argument was deduced from an array bound /// via template argument deduction. CTAK_DeducedFromArrayBound }; bool CheckTemplateArgument(NamedDecl *Param, TemplateArgumentLoc &Arg, NamedDecl *Template, SourceLocation TemplateLoc, SourceLocation RAngleLoc, unsigned ArgumentPackIndex, SmallVectorImpl<TemplateArgument> &Converted, CheckTemplateArgumentKind CTAK = CTAK_Specified); /// Check that the given template arguments can be be provided to /// the given template, converting the arguments along the way. /// /// \param Template The template to which the template arguments are being /// provided. /// /// \param TemplateLoc The location of the template name in the source. /// /// \param TemplateArgs The list of template arguments. If the template is /// a template template parameter, this function may extend the set of /// template arguments to also include substituted, defaulted template /// arguments. /// /// \param PartialTemplateArgs True if the list of template arguments is /// intentionally partial, e.g., because we're checking just the initial /// set of template arguments. /// /// \param Converted Will receive the converted, canonicalized template /// arguments. /// /// \param UpdateArgsWithConversions If \c true, update \p TemplateArgs to /// contain the converted forms of the template arguments as written. /// Otherwise, \p TemplateArgs will not be modified. /// /// \param ConstraintsNotSatisfied If provided, and an error occured, will /// receive true if the cause for the error is the associated constraints of /// the template not being satisfied by the template arguments. /// /// \returns true if an error occurred, false otherwise. bool CheckTemplateArgumentList(TemplateDecl *Template, SourceLocation TemplateLoc, TemplateArgumentListInfo &TemplateArgs, bool PartialTemplateArgs, SmallVectorImpl<TemplateArgument> &Converted, bool UpdateArgsWithConversions = true, bool *ConstraintsNotSatisfied = nullptr); bool CheckTemplateTypeArgument(TemplateTypeParmDecl *Param, TemplateArgumentLoc &Arg, SmallVectorImpl<TemplateArgument> &Converted); bool CheckTemplateArgument(TemplateTypeParmDecl *Param, TypeSourceInfo *Arg); ExprResult CheckTemplateArgument(NonTypeTemplateParmDecl *Param, QualType InstantiatedParamType, Expr *Arg, TemplateArgument &Converted, CheckTemplateArgumentKind CTAK = CTAK_Specified); bool CheckTemplateTemplateArgument(TemplateTemplateParmDecl *Param, TemplateParameterList *Params, TemplateArgumentLoc &Arg); ExprResult BuildExpressionFromDeclTemplateArgument(const TemplateArgument &Arg, QualType ParamType, SourceLocation Loc); ExprResult BuildExpressionFromIntegralTemplateArgument(const TemplateArgument &Arg, SourceLocation Loc); /// Enumeration describing how template parameter lists are compared /// for equality. enum TemplateParameterListEqualKind { /// We are matching the template parameter lists of two templates /// that might be redeclarations. /// /// \code /// template<typename T> struct X; /// template<typename T> struct X; /// \endcode TPL_TemplateMatch, /// We are matching the template parameter lists of two template /// template parameters as part of matching the template parameter lists /// of two templates that might be redeclarations. /// /// \code /// template<template<int I> class TT> struct X; /// template<template<int Value> class Other> struct X; /// \endcode TPL_TemplateTemplateParmMatch, /// We are matching the template parameter lists of a template /// template argument against the template parameter lists of a template /// template parameter. /// /// \code /// template<template<int Value> class Metafun> struct X; /// template<int Value> struct integer_c; /// X<integer_c> xic; /// \endcode TPL_TemplateTemplateArgumentMatch }; bool TemplateParameterListsAreEqual(TemplateParameterList *New, TemplateParameterList *Old, bool Complain, TemplateParameterListEqualKind Kind, SourceLocation TemplateArgLoc = SourceLocation()); bool CheckTemplateDeclScope(Scope *S, TemplateParameterList *TemplateParams); /// Called when the parser has parsed a C++ typename /// specifier, e.g., "typename T::type". /// /// \param S The scope in which this typename type occurs. /// \param TypenameLoc the location of the 'typename' keyword /// \param SS the nested-name-specifier following the typename (e.g., 'T::'). /// \param II the identifier we're retrieving (e.g., 'type' in the example). /// \param IdLoc the location of the identifier. TypeResult ActOnTypenameType(Scope *S, SourceLocation TypenameLoc, const CXXScopeSpec &SS, const IdentifierInfo &II, SourceLocation IdLoc); /// Called when the parser has parsed a C++ typename /// specifier that ends in a template-id, e.g., /// "typename MetaFun::template apply<T1, T2>". /// /// \param S The scope in which this typename type occurs. /// \param TypenameLoc the location of the 'typename' keyword /// \param SS the nested-name-specifier following the typename (e.g., 'T::'). /// \param TemplateLoc the location of the 'template' keyword, if any. /// \param TemplateName The template name. /// \param TemplateII The identifier used to name the template. /// \param TemplateIILoc The location of the template name. /// \param LAngleLoc The location of the opening angle bracket ('<'). /// \param TemplateArgs The template arguments. /// \param RAngleLoc The location of the closing angle bracket ('>'). TypeResult ActOnTypenameType(Scope *S, SourceLocation TypenameLoc, const CXXScopeSpec &SS, SourceLocation TemplateLoc, TemplateTy TemplateName, IdentifierInfo *TemplateII, SourceLocation TemplateIILoc, SourceLocation LAngleLoc, ASTTemplateArgsPtr TemplateArgs, SourceLocation RAngleLoc); QualType CheckTypenameType(ElaboratedTypeKeyword Keyword, SourceLocation KeywordLoc, NestedNameSpecifierLoc QualifierLoc, const IdentifierInfo &II, SourceLocation IILoc, TypeSourceInfo **TSI, bool DeducedTSTContext); QualType CheckTypenameType(ElaboratedTypeKeyword Keyword, SourceLocation KeywordLoc, NestedNameSpecifierLoc QualifierLoc, const IdentifierInfo &II, SourceLocation IILoc, bool DeducedTSTContext = true); TypeSourceInfo *RebuildTypeInCurrentInstantiation(TypeSourceInfo *T, SourceLocation Loc, DeclarationName Name); bool RebuildNestedNameSpecifierInCurrentInstantiation(CXXScopeSpec &SS); ExprResult RebuildExprInCurrentInstantiation(Expr *E); bool RebuildTemplateParamsInCurrentInstantiation( TemplateParameterList *Params); std::string getTemplateArgumentBindingsText(const TemplateParameterList *Params, const TemplateArgumentList &Args); std::string getTemplateArgumentBindingsText(const TemplateParameterList *Params, const TemplateArgument *Args, unsigned NumArgs); //===--------------------------------------------------------------------===// // C++ Concepts //===--------------------------------------------------------------------===// Decl *ActOnConceptDefinition( Scope *S, MultiTemplateParamsArg TemplateParameterLists, IdentifierInfo *Name, SourceLocation NameLoc, Expr *ConstraintExpr); RequiresExprBodyDecl * ActOnStartRequiresExpr(SourceLocation RequiresKWLoc, ArrayRef<ParmVarDecl *> LocalParameters, Scope *BodyScope); void ActOnFinishRequiresExpr(); concepts::Requirement *ActOnSimpleRequirement(Expr *E); concepts::Requirement *ActOnTypeRequirement( SourceLocation TypenameKWLoc, CXXScopeSpec &SS, SourceLocation NameLoc, IdentifierInfo *TypeName, TemplateIdAnnotation *TemplateId); concepts::Requirement *ActOnCompoundRequirement(Expr *E, SourceLocation NoexceptLoc); concepts::Requirement * ActOnCompoundRequirement( Expr *E, SourceLocation NoexceptLoc, CXXScopeSpec &SS, TemplateIdAnnotation *TypeConstraint, unsigned Depth); concepts::Requirement *ActOnNestedRequirement(Expr *Constraint); concepts::ExprRequirement * BuildExprRequirement( Expr *E, bool IsSatisfied, SourceLocation NoexceptLoc, concepts::ExprRequirement::ReturnTypeRequirement ReturnTypeRequirement); concepts::ExprRequirement * BuildExprRequirement( concepts::Requirement::SubstitutionDiagnostic *ExprSubstDiag, bool IsSatisfied, SourceLocation NoexceptLoc, concepts::ExprRequirement::ReturnTypeRequirement ReturnTypeRequirement); concepts::TypeRequirement *BuildTypeRequirement(TypeSourceInfo *Type); concepts::TypeRequirement * BuildTypeRequirement( concepts::Requirement::SubstitutionDiagnostic *SubstDiag); concepts::NestedRequirement *BuildNestedRequirement(Expr *E); concepts::NestedRequirement * BuildNestedRequirement( concepts::Requirement::SubstitutionDiagnostic *SubstDiag); ExprResult ActOnRequiresExpr(SourceLocation RequiresKWLoc, RequiresExprBodyDecl *Body, ArrayRef<ParmVarDecl *> LocalParameters, ArrayRef<concepts::Requirement *> Requirements, SourceLocation ClosingBraceLoc); //===--------------------------------------------------------------------===// // C++ Variadic Templates (C++0x [temp.variadic]) //===--------------------------------------------------------------------===// /// Determine whether an unexpanded parameter pack might be permitted in this /// location. Useful for error recovery. bool isUnexpandedParameterPackPermitted(); /// The context in which an unexpanded parameter pack is /// being diagnosed. /// /// Note that the values of this enumeration line up with the first /// argument to the \c err_unexpanded_parameter_pack diagnostic. enum UnexpandedParameterPackContext { /// An arbitrary expression. UPPC_Expression = 0, /// The base type of a class type. UPPC_BaseType, /// The type of an arbitrary declaration. UPPC_DeclarationType, /// The type of a data member. UPPC_DataMemberType, /// The size of a bit-field. UPPC_BitFieldWidth, /// The expression in a static assertion. UPPC_StaticAssertExpression, /// The fixed underlying type of an enumeration. UPPC_FixedUnderlyingType, /// The enumerator value. UPPC_EnumeratorValue, /// A using declaration. UPPC_UsingDeclaration, /// A friend declaration. UPPC_FriendDeclaration, /// A declaration qualifier. UPPC_DeclarationQualifier, /// An initializer. UPPC_Initializer, /// A default argument. UPPC_DefaultArgument, /// The type of a non-type template parameter. UPPC_NonTypeTemplateParameterType, /// The type of an exception. UPPC_ExceptionType, /// Partial specialization. UPPC_PartialSpecialization, /// Microsoft __if_exists. UPPC_IfExists, /// Microsoft __if_not_exists. UPPC_IfNotExists, /// Lambda expression. UPPC_Lambda, /// Block expression. UPPC_Block, /// A type constraint. UPPC_TypeConstraint, // A requirement in a requires-expression. UPPC_Requirement, // A requires-clause. UPPC_RequiresClause, }; /// Diagnose unexpanded parameter packs. /// /// \param Loc The location at which we should emit the diagnostic. /// /// \param UPPC The context in which we are diagnosing unexpanded /// parameter packs. /// /// \param Unexpanded the set of unexpanded parameter packs. /// /// \returns true if an error occurred, false otherwise. bool DiagnoseUnexpandedParameterPacks(SourceLocation Loc, UnexpandedParameterPackContext UPPC, ArrayRef<UnexpandedParameterPack> Unexpanded); /// If the given type contains an unexpanded parameter pack, /// diagnose the error. /// /// \param Loc The source location where a diagnostc should be emitted. /// /// \param T The type that is being checked for unexpanded parameter /// packs. /// /// \returns true if an error occurred, false otherwise. bool DiagnoseUnexpandedParameterPack(SourceLocation Loc, TypeSourceInfo *T, UnexpandedParameterPackContext UPPC); /// If the given expression contains an unexpanded parameter /// pack, diagnose the error. /// /// \param E The expression that is being checked for unexpanded /// parameter packs. /// /// \returns true if an error occurred, false otherwise. bool DiagnoseUnexpandedParameterPack(Expr *E, UnexpandedParameterPackContext UPPC = UPPC_Expression); /// If the given requirees-expression contains an unexpanded reference to one /// of its own parameter packs, diagnose the error. /// /// \param RE The requiress-expression that is being checked for unexpanded /// parameter packs. /// /// \returns true if an error occurred, false otherwise. bool DiagnoseUnexpandedParameterPackInRequiresExpr(RequiresExpr *RE); /// If the given nested-name-specifier contains an unexpanded /// parameter pack, diagnose the error. /// /// \param SS The nested-name-specifier that is being checked for /// unexpanded parameter packs. /// /// \returns true if an error occurred, false otherwise. bool DiagnoseUnexpandedParameterPack(const CXXScopeSpec &SS, UnexpandedParameterPackContext UPPC); /// If the given name contains an unexpanded parameter pack, /// diagnose the error. /// /// \param NameInfo The name (with source location information) that /// is being checked for unexpanded parameter packs. /// /// \returns true if an error occurred, false otherwise. bool DiagnoseUnexpandedParameterPack(const DeclarationNameInfo &NameInfo, UnexpandedParameterPackContext UPPC); /// If the given template name contains an unexpanded parameter pack, /// diagnose the error. /// /// \param Loc The location of the template name. /// /// \param Template The template name that is being checked for unexpanded /// parameter packs. /// /// \returns true if an error occurred, false otherwise. bool DiagnoseUnexpandedParameterPack(SourceLocation Loc, TemplateName Template, UnexpandedParameterPackContext UPPC); /// If the given template argument contains an unexpanded parameter /// pack, diagnose the error. /// /// \param Arg The template argument that is being checked for unexpanded /// parameter packs. /// /// \returns true if an error occurred, false otherwise. bool DiagnoseUnexpandedParameterPack(TemplateArgumentLoc Arg, UnexpandedParameterPackContext UPPC); /// Collect the set of unexpanded parameter packs within the given /// template argument. /// /// \param Arg The template argument that will be traversed to find /// unexpanded parameter packs. void collectUnexpandedParameterPacks(TemplateArgument Arg, SmallVectorImpl<UnexpandedParameterPack> &Unexpanded); /// Collect the set of unexpanded parameter packs within the given /// template argument. /// /// \param Arg The template argument that will be traversed to find /// unexpanded parameter packs. void collectUnexpandedParameterPacks(TemplateArgumentLoc Arg, SmallVectorImpl<UnexpandedParameterPack> &Unexpanded); /// Collect the set of unexpanded parameter packs within the given /// type. /// /// \param T The type that will be traversed to find /// unexpanded parameter packs. void collectUnexpandedParameterPacks(QualType T, SmallVectorImpl<UnexpandedParameterPack> &Unexpanded); /// Collect the set of unexpanded parameter packs within the given /// type. /// /// \param TL The type that will be traversed to find /// unexpanded parameter packs. void collectUnexpandedParameterPacks(TypeLoc TL, SmallVectorImpl<UnexpandedParameterPack> &Unexpanded); /// Collect the set of unexpanded parameter packs within the given /// nested-name-specifier. /// /// \param NNS The nested-name-specifier that will be traversed to find /// unexpanded parameter packs. void collectUnexpandedParameterPacks(NestedNameSpecifierLoc NNS, SmallVectorImpl<UnexpandedParameterPack> &Unexpanded); /// Collect the set of unexpanded parameter packs within the given /// name. /// /// \param NameInfo The name that will be traversed to find /// unexpanded parameter packs. void collectUnexpandedParameterPacks(const DeclarationNameInfo &NameInfo, SmallVectorImpl<UnexpandedParameterPack> &Unexpanded); /// Invoked when parsing a template argument followed by an /// ellipsis, which creates a pack expansion. /// /// \param Arg The template argument preceding the ellipsis, which /// may already be invalid. /// /// \param EllipsisLoc The location of the ellipsis. ParsedTemplateArgument ActOnPackExpansion(const ParsedTemplateArgument &Arg, SourceLocation EllipsisLoc); /// Invoked when parsing a type followed by an ellipsis, which /// creates a pack expansion. /// /// \param Type The type preceding the ellipsis, which will become /// the pattern of the pack expansion. /// /// \param EllipsisLoc The location of the ellipsis. TypeResult ActOnPackExpansion(ParsedType Type, SourceLocation EllipsisLoc); /// Construct a pack expansion type from the pattern of the pack /// expansion. TypeSourceInfo *CheckPackExpansion(TypeSourceInfo *Pattern, SourceLocation EllipsisLoc, Optional<unsigned> NumExpansions); /// Construct a pack expansion type from the pattern of the pack /// expansion. QualType CheckPackExpansion(QualType Pattern, SourceRange PatternRange, SourceLocation EllipsisLoc, Optional<unsigned> NumExpansions); /// Invoked when parsing an expression followed by an ellipsis, which /// creates a pack expansion. /// /// \param Pattern The expression preceding the ellipsis, which will become /// the pattern of the pack expansion. /// /// \param EllipsisLoc The location of the ellipsis. ExprResult ActOnPackExpansion(Expr *Pattern, SourceLocation EllipsisLoc); /// Invoked when parsing an expression followed by an ellipsis, which /// creates a pack expansion. /// /// \param Pattern The expression preceding the ellipsis, which will become /// the pattern of the pack expansion. /// /// \param EllipsisLoc The location of the ellipsis. ExprResult CheckPackExpansion(Expr *Pattern, SourceLocation EllipsisLoc, Optional<unsigned> NumExpansions); /// Determine whether we could expand a pack expansion with the /// given set of parameter packs into separate arguments by repeatedly /// transforming the pattern. /// /// \param EllipsisLoc The location of the ellipsis that identifies the /// pack expansion. /// /// \param PatternRange The source range that covers the entire pattern of /// the pack expansion. /// /// \param Unexpanded The set of unexpanded parameter packs within the /// pattern. /// /// \param ShouldExpand Will be set to \c true if the transformer should /// expand the corresponding pack expansions into separate arguments. When /// set, \c NumExpansions must also be set. /// /// \param RetainExpansion Whether the caller should add an unexpanded /// pack expansion after all of the expanded arguments. This is used /// when extending explicitly-specified template argument packs per /// C++0x [temp.arg.explicit]p9. /// /// \param NumExpansions The number of separate arguments that will be in /// the expanded form of the corresponding pack expansion. This is both an /// input and an output parameter, which can be set by the caller if the /// number of expansions is known a priori (e.g., due to a prior substitution) /// and will be set by the callee when the number of expansions is known. /// The callee must set this value when \c ShouldExpand is \c true; it may /// set this value in other cases. /// /// \returns true if an error occurred (e.g., because the parameter packs /// are to be instantiated with arguments of different lengths), false /// otherwise. If false, \c ShouldExpand (and possibly \c NumExpansions) /// must be set. bool CheckParameterPacksForExpansion(SourceLocation EllipsisLoc, SourceRange PatternRange, ArrayRef<UnexpandedParameterPack> Unexpanded, const MultiLevelTemplateArgumentList &TemplateArgs, bool &ShouldExpand, bool &RetainExpansion, Optional<unsigned> &NumExpansions); /// Determine the number of arguments in the given pack expansion /// type. /// /// This routine assumes that the number of arguments in the expansion is /// consistent across all of the unexpanded parameter packs in its pattern. /// /// Returns an empty Optional if the type can't be expanded. Optional<unsigned> getNumArgumentsInExpansion(QualType T, const MultiLevelTemplateArgumentList &TemplateArgs); /// Determine whether the given declarator contains any unexpanded /// parameter packs. /// /// This routine is used by the parser to disambiguate function declarators /// with an ellipsis prior to the ')', e.g., /// /// \code /// void f(T...); /// \endcode /// /// To determine whether we have an (unnamed) function parameter pack or /// a variadic function. /// /// \returns true if the declarator contains any unexpanded parameter packs, /// false otherwise. bool containsUnexpandedParameterPacks(Declarator &D); /// Returns the pattern of the pack expansion for a template argument. /// /// \param OrigLoc The template argument to expand. /// /// \param Ellipsis Will be set to the location of the ellipsis. /// /// \param NumExpansions Will be set to the number of expansions that will /// be generated from this pack expansion, if known a priori. TemplateArgumentLoc getTemplateArgumentPackExpansionPattern( TemplateArgumentLoc OrigLoc, SourceLocation &Ellipsis, Optional<unsigned> &NumExpansions) const; /// Given a template argument that contains an unexpanded parameter pack, but /// which has already been substituted, attempt to determine the number of /// elements that will be produced once this argument is fully-expanded. /// /// This is intended for use when transforming 'sizeof...(Arg)' in order to /// avoid actually expanding the pack where possible. Optional<unsigned> getFullyPackExpandedSize(TemplateArgument Arg); //===--------------------------------------------------------------------===// // C++ Template Argument Deduction (C++ [temp.deduct]) //===--------------------------------------------------------------------===// /// Adjust the type \p ArgFunctionType to match the calling convention, /// noreturn, and optionally the exception specification of \p FunctionType. /// Deduction often wants to ignore these properties when matching function /// types. QualType adjustCCAndNoReturn(QualType ArgFunctionType, QualType FunctionType, bool AdjustExceptionSpec = false); /// Describes the result of template argument deduction. /// /// The TemplateDeductionResult enumeration describes the result of /// template argument deduction, as returned from /// DeduceTemplateArguments(). The separate TemplateDeductionInfo /// structure provides additional information about the results of /// template argument deduction, e.g., the deduced template argument /// list (if successful) or the specific template parameters or /// deduced arguments that were involved in the failure. enum TemplateDeductionResult { /// Template argument deduction was successful. TDK_Success = 0, /// The declaration was invalid; do nothing. TDK_Invalid, /// Template argument deduction exceeded the maximum template /// instantiation depth (which has already been diagnosed). TDK_InstantiationDepth, /// Template argument deduction did not deduce a value /// for every template parameter. TDK_Incomplete, /// Template argument deduction did not deduce a value for every /// expansion of an expanded template parameter pack. TDK_IncompletePack, /// Template argument deduction produced inconsistent /// deduced values for the given template parameter. TDK_Inconsistent, /// Template argument deduction failed due to inconsistent /// cv-qualifiers on a template parameter type that would /// otherwise be deduced, e.g., we tried to deduce T in "const T" /// but were given a non-const "X". TDK_Underqualified, /// Substitution of the deduced template argument values /// resulted in an error. TDK_SubstitutionFailure, /// After substituting deduced template arguments, a dependent /// parameter type did not match the corresponding argument. TDK_DeducedMismatch, /// After substituting deduced template arguments, an element of /// a dependent parameter type did not match the corresponding element /// of the corresponding argument (when deducing from an initializer list). TDK_DeducedMismatchNested, /// A non-depnedent component of the parameter did not match the /// corresponding component of the argument. TDK_NonDeducedMismatch, /// When performing template argument deduction for a function /// template, there were too many call arguments. TDK_TooManyArguments, /// When performing template argument deduction for a function /// template, there were too few call arguments. TDK_TooFewArguments, /// The explicitly-specified template arguments were not valid /// template arguments for the given template. TDK_InvalidExplicitArguments, /// Checking non-dependent argument conversions failed. TDK_NonDependentConversionFailure, /// The deduced arguments did not satisfy the constraints associated /// with the template. TDK_ConstraintsNotSatisfied, /// Deduction failed; that's all we know. TDK_MiscellaneousDeductionFailure, /// CUDA Target attributes do not match. TDK_CUDATargetMismatch }; TemplateDeductionResult DeduceTemplateArguments(ClassTemplatePartialSpecializationDecl *Partial, const TemplateArgumentList &TemplateArgs, sema::TemplateDeductionInfo &Info); TemplateDeductionResult DeduceTemplateArguments(VarTemplatePartialSpecializationDecl *Partial, const TemplateArgumentList &TemplateArgs, sema::TemplateDeductionInfo &Info); TemplateDeductionResult SubstituteExplicitTemplateArguments( FunctionTemplateDecl *FunctionTemplate, TemplateArgumentListInfo &ExplicitTemplateArgs, SmallVectorImpl<DeducedTemplateArgument> &Deduced, SmallVectorImpl<QualType> &ParamTypes, QualType *FunctionType, sema::TemplateDeductionInfo &Info); /// brief A function argument from which we performed template argument // deduction for a call. struct OriginalCallArg { OriginalCallArg(QualType OriginalParamType, bool DecomposedParam, unsigned ArgIdx, QualType OriginalArgType) : OriginalParamType(OriginalParamType), DecomposedParam(DecomposedParam), ArgIdx(ArgIdx), OriginalArgType(OriginalArgType) {} QualType OriginalParamType; bool DecomposedParam; unsigned ArgIdx; QualType OriginalArgType; }; TemplateDeductionResult FinishTemplateArgumentDeduction( FunctionTemplateDecl *FunctionTemplate, SmallVectorImpl<DeducedTemplateArgument> &Deduced, unsigned NumExplicitlySpecified, FunctionDecl *&Specialization, sema::TemplateDeductionInfo &Info, SmallVectorImpl<OriginalCallArg> const *OriginalCallArgs = nullptr, bool PartialOverloading = false, llvm::function_ref<bool()> CheckNonDependent = []{ return false; }); TemplateDeductionResult DeduceTemplateArguments( FunctionTemplateDecl *FunctionTemplate, TemplateArgumentListInfo *ExplicitTemplateArgs, ArrayRef<Expr *> Args, FunctionDecl *&Specialization, sema::TemplateDeductionInfo &Info, bool PartialOverloading, llvm::function_ref<bool(ArrayRef<QualType>)> CheckNonDependent); TemplateDeductionResult DeduceTemplateArguments(FunctionTemplateDecl *FunctionTemplate, TemplateArgumentListInfo *ExplicitTemplateArgs, QualType ArgFunctionType, FunctionDecl *&Specialization, sema::TemplateDeductionInfo &Info, bool IsAddressOfFunction = false); TemplateDeductionResult DeduceTemplateArguments(FunctionTemplateDecl *FunctionTemplate, QualType ToType, CXXConversionDecl *&Specialization, sema::TemplateDeductionInfo &Info); TemplateDeductionResult DeduceTemplateArguments(FunctionTemplateDecl *FunctionTemplate, TemplateArgumentListInfo *ExplicitTemplateArgs, FunctionDecl *&Specialization, sema::TemplateDeductionInfo &Info, bool IsAddressOfFunction = false); /// Substitute Replacement for \p auto in \p TypeWithAuto QualType SubstAutoType(QualType TypeWithAuto, QualType Replacement); /// Substitute Replacement for auto in TypeWithAuto TypeSourceInfo* SubstAutoTypeSourceInfo(TypeSourceInfo *TypeWithAuto, QualType Replacement); /// Completely replace the \c auto in \p TypeWithAuto by /// \p Replacement. This does not retain any \c auto type sugar. QualType ReplaceAutoType(QualType TypeWithAuto, QualType Replacement); TypeSourceInfo *ReplaceAutoTypeSourceInfo(TypeSourceInfo *TypeWithAuto, QualType Replacement); /// Result type of DeduceAutoType. enum DeduceAutoResult { DAR_Succeeded, DAR_Failed, DAR_FailedAlreadyDiagnosed }; DeduceAutoResult DeduceAutoType(TypeSourceInfo *AutoType, Expr *&Initializer, QualType &Result, Optional<unsigned> DependentDeductionDepth = None, bool IgnoreConstraints = false); DeduceAutoResult DeduceAutoType(TypeLoc AutoTypeLoc, Expr *&Initializer, QualType &Result, Optional<unsigned> DependentDeductionDepth = None, bool IgnoreConstraints = false); void DiagnoseAutoDeductionFailure(VarDecl *VDecl, Expr *Init); bool DeduceReturnType(FunctionDecl *FD, SourceLocation Loc, bool Diagnose = true); /// Declare implicit deduction guides for a class template if we've /// not already done so. void DeclareImplicitDeductionGuides(TemplateDecl *Template, SourceLocation Loc); QualType DeduceTemplateSpecializationFromInitializer( TypeSourceInfo *TInfo, const InitializedEntity &Entity, const InitializationKind &Kind, MultiExprArg Init); QualType deduceVarTypeFromInitializer(VarDecl *VDecl, DeclarationName Name, QualType Type, TypeSourceInfo *TSI, SourceRange Range, bool DirectInit, Expr *Init); TypeLoc getReturnTypeLoc(FunctionDecl *FD) const; bool DeduceFunctionTypeFromReturnExpr(FunctionDecl *FD, SourceLocation ReturnLoc, Expr *&RetExpr, AutoType *AT); FunctionTemplateDecl *getMoreSpecializedTemplate( FunctionTemplateDecl *FT1, FunctionTemplateDecl *FT2, SourceLocation Loc, TemplatePartialOrderingContext TPOC, unsigned NumCallArguments1, unsigned NumCallArguments2, bool Reversed = false); UnresolvedSetIterator getMostSpecialized(UnresolvedSetIterator SBegin, UnresolvedSetIterator SEnd, TemplateSpecCandidateSet &FailedCandidates, SourceLocation Loc, const PartialDiagnostic &NoneDiag, const PartialDiagnostic &AmbigDiag, const PartialDiagnostic &CandidateDiag, bool Complain = true, QualType TargetType = QualType()); ClassTemplatePartialSpecializationDecl * getMoreSpecializedPartialSpecialization( ClassTemplatePartialSpecializationDecl *PS1, ClassTemplatePartialSpecializationDecl *PS2, SourceLocation Loc); bool isMoreSpecializedThanPrimary(ClassTemplatePartialSpecializationDecl *T, sema::TemplateDeductionInfo &Info); VarTemplatePartialSpecializationDecl *getMoreSpecializedPartialSpecialization( VarTemplatePartialSpecializationDecl *PS1, VarTemplatePartialSpecializationDecl *PS2, SourceLocation Loc); bool isMoreSpecializedThanPrimary(VarTemplatePartialSpecializationDecl *T, sema::TemplateDeductionInfo &Info); bool isTemplateTemplateParameterAtLeastAsSpecializedAs( TemplateParameterList *PParam, TemplateDecl *AArg, SourceLocation Loc); void MarkUsedTemplateParameters(const Expr *E, bool OnlyDeduced, unsigned Depth, llvm::SmallBitVector &Used); void MarkUsedTemplateParameters(const TemplateArgumentList &TemplateArgs, bool OnlyDeduced, unsigned Depth, llvm::SmallBitVector &Used); void MarkDeducedTemplateParameters( const FunctionTemplateDecl *FunctionTemplate, llvm::SmallBitVector &Deduced) { return MarkDeducedTemplateParameters(Context, FunctionTemplate, Deduced); } static void MarkDeducedTemplateParameters(ASTContext &Ctx, const FunctionTemplateDecl *FunctionTemplate, llvm::SmallBitVector &Deduced); //===--------------------------------------------------------------------===// // C++ Template Instantiation // MultiLevelTemplateArgumentList getTemplateInstantiationArgs(NamedDecl *D, const TemplateArgumentList *Innermost = nullptr, bool RelativeToPrimary = false, const FunctionDecl *Pattern = nullptr); /// A context in which code is being synthesized (where a source location /// alone is not sufficient to identify the context). This covers template /// instantiation and various forms of implicitly-generated functions. struct CodeSynthesisContext { /// The kind of template instantiation we are performing enum SynthesisKind { /// We are instantiating a template declaration. The entity is /// the declaration we're instantiating (e.g., a CXXRecordDecl). TemplateInstantiation, /// We are instantiating a default argument for a template /// parameter. The Entity is the template parameter whose argument is /// being instantiated, the Template is the template, and the /// TemplateArgs/NumTemplateArguments provide the template arguments as /// specified. DefaultTemplateArgumentInstantiation, /// We are instantiating a default argument for a function. /// The Entity is the ParmVarDecl, and TemplateArgs/NumTemplateArgs /// provides the template arguments as specified. DefaultFunctionArgumentInstantiation, /// We are substituting explicit template arguments provided for /// a function template. The entity is a FunctionTemplateDecl. ExplicitTemplateArgumentSubstitution, /// We are substituting template argument determined as part of /// template argument deduction for either a class template /// partial specialization or a function template. The /// Entity is either a {Class|Var}TemplatePartialSpecializationDecl or /// a TemplateDecl. DeducedTemplateArgumentSubstitution, /// We are substituting prior template arguments into a new /// template parameter. The template parameter itself is either a /// NonTypeTemplateParmDecl or a TemplateTemplateParmDecl. PriorTemplateArgumentSubstitution, /// We are checking the validity of a default template argument that /// has been used when naming a template-id. DefaultTemplateArgumentChecking, /// We are computing the exception specification for a defaulted special /// member function. ExceptionSpecEvaluation, /// We are instantiating the exception specification for a function /// template which was deferred until it was needed. ExceptionSpecInstantiation, /// We are instantiating a requirement of a requires expression. RequirementInstantiation, /// We are checking the satisfaction of a nested requirement of a requires /// expression. NestedRequirementConstraintsCheck, /// We are declaring an implicit special member function. DeclaringSpecialMember, /// We are declaring an implicit 'operator==' for a defaulted /// 'operator<=>'. DeclaringImplicitEqualityComparison, /// We are defining a synthesized function (such as a defaulted special /// member). DefiningSynthesizedFunction, // We are checking the constraints associated with a constrained entity or // the constraint expression of a concept. This includes the checks that // atomic constraints have the type 'bool' and that they can be constant // evaluated. ConstraintsCheck, // We are substituting template arguments into a constraint expression. ConstraintSubstitution, // We are normalizing a constraint expression. ConstraintNormalization, // We are substituting into the parameter mapping of an atomic constraint // during normalization. ParameterMappingSubstitution, /// We are rewriting a comparison operator in terms of an operator<=>. RewritingOperatorAsSpaceship, /// We are initializing a structured binding. InitializingStructuredBinding, /// We are marking a class as __dllexport. MarkingClassDllexported, /// Added for Template instantiation observation. /// Memoization means we are _not_ instantiating a template because /// it is already instantiated (but we entered a context where we /// would have had to if it was not already instantiated). Memoization } Kind; /// Was the enclosing context a non-instantiation SFINAE context? bool SavedInNonInstantiationSFINAEContext; /// The point of instantiation or synthesis within the source code. SourceLocation PointOfInstantiation; /// The entity that is being synthesized. Decl *Entity; /// The template (or partial specialization) in which we are /// performing the instantiation, for substitutions of prior template /// arguments. NamedDecl *Template; /// The list of template arguments we are substituting, if they /// are not part of the entity. const TemplateArgument *TemplateArgs; // FIXME: Wrap this union around more members, or perhaps store the // kind-specific members in the RAII object owning the context. union { /// The number of template arguments in TemplateArgs. unsigned NumTemplateArgs; /// The special member being declared or defined. CXXSpecialMember SpecialMember; }; ArrayRef<TemplateArgument> template_arguments() const { assert(Kind != DeclaringSpecialMember); return {TemplateArgs, NumTemplateArgs}; } /// The template deduction info object associated with the /// substitution or checking of explicit or deduced template arguments. sema::TemplateDeductionInfo *DeductionInfo; /// The source range that covers the construct that cause /// the instantiation, e.g., the template-id that causes a class /// template instantiation. SourceRange InstantiationRange; CodeSynthesisContext() : Kind(TemplateInstantiation), SavedInNonInstantiationSFINAEContext(false), Entity(nullptr), Template(nullptr), TemplateArgs(nullptr), NumTemplateArgs(0), DeductionInfo(nullptr) {} /// Determines whether this template is an actual instantiation /// that should be counted toward the maximum instantiation depth. bool isInstantiationRecord() const; }; /// List of active code synthesis contexts. /// /// This vector is treated as a stack. As synthesis of one entity requires /// synthesis of another, additional contexts are pushed onto the stack. SmallVector<CodeSynthesisContext, 16> CodeSynthesisContexts; /// Specializations whose definitions are currently being instantiated. llvm::DenseSet<std::pair<Decl *, unsigned>> InstantiatingSpecializations; /// Non-dependent types used in templates that have already been instantiated /// by some template instantiation. llvm::DenseSet<QualType> InstantiatedNonDependentTypes; /// Extra modules inspected when performing a lookup during a template /// instantiation. Computed lazily. SmallVector<Module*, 16> CodeSynthesisContextLookupModules; /// Cache of additional modules that should be used for name lookup /// within the current template instantiation. Computed lazily; use /// getLookupModules() to get a complete set. llvm::DenseSet<Module*> LookupModulesCache; /// Get the set of additional modules that should be checked during /// name lookup. A module and its imports become visible when instanting a /// template defined within it. llvm::DenseSet<Module*> &getLookupModules(); /// Map from the most recent declaration of a namespace to the most /// recent visible declaration of that namespace. llvm::DenseMap<NamedDecl*, NamedDecl*> VisibleNamespaceCache; /// Whether we are in a SFINAE context that is not associated with /// template instantiation. /// /// This is used when setting up a SFINAE trap (\c see SFINAETrap) outside /// of a template instantiation or template argument deduction. bool InNonInstantiationSFINAEContext; /// The number of \p CodeSynthesisContexts that are not template /// instantiations and, therefore, should not be counted as part of the /// instantiation depth. /// /// When the instantiation depth reaches the user-configurable limit /// \p LangOptions::InstantiationDepth we will abort instantiation. // FIXME: Should we have a similar limit for other forms of synthesis? unsigned NonInstantiationEntries; /// The depth of the context stack at the point when the most recent /// error or warning was produced. /// /// This value is used to suppress printing of redundant context stacks /// when there are multiple errors or warnings in the same instantiation. // FIXME: Does this belong in Sema? It's tough to implement it anywhere else. unsigned LastEmittedCodeSynthesisContextDepth = 0; /// The template instantiation callbacks to trace or track /// instantiations (objects can be chained). /// /// This callbacks is used to print, trace or track template /// instantiations as they are being constructed. std::vector<std::unique_ptr<TemplateInstantiationCallback>> TemplateInstCallbacks; /// The current index into pack expansion arguments that will be /// used for substitution of parameter packs. /// /// The pack expansion index will be -1 to indicate that parameter packs /// should be instantiated as themselves. Otherwise, the index specifies /// which argument within the parameter pack will be used for substitution. int ArgumentPackSubstitutionIndex; /// RAII object used to change the argument pack substitution index /// within a \c Sema object. /// /// See \c ArgumentPackSubstitutionIndex for more information. class ArgumentPackSubstitutionIndexRAII { Sema &Self; int OldSubstitutionIndex; public: ArgumentPackSubstitutionIndexRAII(Sema &Self, int NewSubstitutionIndex) : Self(Self), OldSubstitutionIndex(Self.ArgumentPackSubstitutionIndex) { Self.ArgumentPackSubstitutionIndex = NewSubstitutionIndex; } ~ArgumentPackSubstitutionIndexRAII() { Self.ArgumentPackSubstitutionIndex = OldSubstitutionIndex; } }; friend class ArgumentPackSubstitutionRAII; /// For each declaration that involved template argument deduction, the /// set of diagnostics that were suppressed during that template argument /// deduction. /// /// FIXME: Serialize this structure to the AST file. typedef llvm::DenseMap<Decl *, SmallVector<PartialDiagnosticAt, 1> > SuppressedDiagnosticsMap; SuppressedDiagnosticsMap SuppressedDiagnostics; /// A stack object to be created when performing template /// instantiation. /// /// Construction of an object of type \c InstantiatingTemplate /// pushes the current instantiation onto the stack of active /// instantiations. If the size of this stack exceeds the maximum /// number of recursive template instantiations, construction /// produces an error and evaluates true. /// /// Destruction of this object will pop the named instantiation off /// the stack. struct InstantiatingTemplate { /// Note that we are instantiating a class template, /// function template, variable template, alias template, /// or a member thereof. InstantiatingTemplate(Sema &SemaRef, SourceLocation PointOfInstantiation, Decl *Entity, SourceRange InstantiationRange = SourceRange()); struct ExceptionSpecification {}; /// Note that we are instantiating an exception specification /// of a function template. InstantiatingTemplate(Sema &SemaRef, SourceLocation PointOfInstantiation, FunctionDecl *Entity, ExceptionSpecification, SourceRange InstantiationRange = SourceRange()); /// Note that we are instantiating a default argument in a /// template-id. InstantiatingTemplate(Sema &SemaRef, SourceLocation PointOfInstantiation, TemplateParameter Param, TemplateDecl *Template, ArrayRef<TemplateArgument> TemplateArgs, SourceRange InstantiationRange = SourceRange()); /// Note that we are substituting either explicitly-specified or /// deduced template arguments during function template argument deduction. InstantiatingTemplate(Sema &SemaRef, SourceLocation PointOfInstantiation, FunctionTemplateDecl *FunctionTemplate, ArrayRef<TemplateArgument> TemplateArgs, CodeSynthesisContext::SynthesisKind Kind, sema::TemplateDeductionInfo &DeductionInfo, SourceRange InstantiationRange = SourceRange()); /// Note that we are instantiating as part of template /// argument deduction for a class template declaration. InstantiatingTemplate(Sema &SemaRef, SourceLocation PointOfInstantiation, TemplateDecl *Template, ArrayRef<TemplateArgument> TemplateArgs, sema::TemplateDeductionInfo &DeductionInfo, SourceRange InstantiationRange = SourceRange()); /// Note that we are instantiating as part of template /// argument deduction for a class template partial /// specialization. InstantiatingTemplate(Sema &SemaRef, SourceLocation PointOfInstantiation, ClassTemplatePartialSpecializationDecl *PartialSpec, ArrayRef<TemplateArgument> TemplateArgs, sema::TemplateDeductionInfo &DeductionInfo, SourceRange InstantiationRange = SourceRange()); /// Note that we are instantiating as part of template /// argument deduction for a variable template partial /// specialization. InstantiatingTemplate(Sema &SemaRef, SourceLocation PointOfInstantiation, VarTemplatePartialSpecializationDecl *PartialSpec, ArrayRef<TemplateArgument> TemplateArgs, sema::TemplateDeductionInfo &DeductionInfo, SourceRange InstantiationRange = SourceRange()); /// Note that we are instantiating a default argument for a function /// parameter. InstantiatingTemplate(Sema &SemaRef, SourceLocation PointOfInstantiation, ParmVarDecl *Param, ArrayRef<TemplateArgument> TemplateArgs, SourceRange InstantiationRange = SourceRange()); /// Note that we are substituting prior template arguments into a /// non-type parameter. InstantiatingTemplate(Sema &SemaRef, SourceLocation PointOfInstantiation, NamedDecl *Template, NonTypeTemplateParmDecl *Param, ArrayRef<TemplateArgument> TemplateArgs, SourceRange InstantiationRange); /// Note that we are substituting prior template arguments into a /// template template parameter. InstantiatingTemplate(Sema &SemaRef, SourceLocation PointOfInstantiation, NamedDecl *Template, TemplateTemplateParmDecl *Param, ArrayRef<TemplateArgument> TemplateArgs, SourceRange InstantiationRange); /// Note that we are checking the default template argument /// against the template parameter for a given template-id. InstantiatingTemplate(Sema &SemaRef, SourceLocation PointOfInstantiation, TemplateDecl *Template, NamedDecl *Param, ArrayRef<TemplateArgument> TemplateArgs, SourceRange InstantiationRange); struct ConstraintsCheck {}; /// \brief Note that we are checking the constraints associated with some /// constrained entity (a concept declaration or a template with associated /// constraints). InstantiatingTemplate(Sema &SemaRef, SourceLocation PointOfInstantiation, ConstraintsCheck, NamedDecl *Template, ArrayRef<TemplateArgument> TemplateArgs, SourceRange InstantiationRange); struct ConstraintSubstitution {}; /// \brief Note that we are checking a constraint expression associated /// with a template declaration or as part of the satisfaction check of a /// concept. InstantiatingTemplate(Sema &SemaRef, SourceLocation PointOfInstantiation, ConstraintSubstitution, NamedDecl *Template, sema::TemplateDeductionInfo &DeductionInfo, SourceRange InstantiationRange); struct ConstraintNormalization {}; /// \brief Note that we are normalizing a constraint expression. InstantiatingTemplate(Sema &SemaRef, SourceLocation PointOfInstantiation, ConstraintNormalization, NamedDecl *Template, SourceRange InstantiationRange); struct ParameterMappingSubstitution {}; /// \brief Note that we are subtituting into the parameter mapping of an /// atomic constraint during constraint normalization. InstantiatingTemplate(Sema &SemaRef, SourceLocation PointOfInstantiation, ParameterMappingSubstitution, NamedDecl *Template, SourceRange InstantiationRange); /// \brief Note that we are substituting template arguments into a part of /// a requirement of a requires expression. InstantiatingTemplate(Sema &SemaRef, SourceLocation PointOfInstantiation, concepts::Requirement *Req, sema::TemplateDeductionInfo &DeductionInfo, SourceRange InstantiationRange = SourceRange()); /// \brief Note that we are checking the satisfaction of the constraint /// expression inside of a nested requirement. InstantiatingTemplate(Sema &SemaRef, SourceLocation PointOfInstantiation, concepts::NestedRequirement *Req, ConstraintsCheck, SourceRange InstantiationRange = SourceRange()); /// Note that we have finished instantiating this template. void Clear(); ~InstantiatingTemplate() { Clear(); } /// Determines whether we have exceeded the maximum /// recursive template instantiations. bool isInvalid() const { return Invalid; } /// Determine whether we are already instantiating this /// specialization in some surrounding active instantiation. bool isAlreadyInstantiating() const { return AlreadyInstantiating; } private: Sema &SemaRef; bool Invalid; bool AlreadyInstantiating; bool CheckInstantiationDepth(SourceLocation PointOfInstantiation, SourceRange InstantiationRange); InstantiatingTemplate( Sema &SemaRef, CodeSynthesisContext::SynthesisKind Kind, SourceLocation PointOfInstantiation, SourceRange InstantiationRange, Decl *Entity, NamedDecl *Template = nullptr, ArrayRef<TemplateArgument> TemplateArgs = None, sema::TemplateDeductionInfo *DeductionInfo = nullptr); InstantiatingTemplate(const InstantiatingTemplate&) = delete; InstantiatingTemplate& operator=(const InstantiatingTemplate&) = delete; }; void pushCodeSynthesisContext(CodeSynthesisContext Ctx); void popCodeSynthesisContext(); /// Determine whether we are currently performing template instantiation. bool inTemplateInstantiation() const { return CodeSynthesisContexts.size() > NonInstantiationEntries; } void PrintContextStack() { if (!CodeSynthesisContexts.empty() && CodeSynthesisContexts.size() != LastEmittedCodeSynthesisContextDepth) { PrintInstantiationStack(); LastEmittedCodeSynthesisContextDepth = CodeSynthesisContexts.size(); } if (PragmaAttributeCurrentTargetDecl) PrintPragmaAttributeInstantiationPoint(); } void PrintInstantiationStack(); void PrintPragmaAttributeInstantiationPoint(); /// Determines whether we are currently in a context where /// template argument substitution failures are not considered /// errors. /// /// \returns An empty \c Optional if we're not in a SFINAE context. /// Otherwise, contains a pointer that, if non-NULL, contains the nearest /// template-deduction context object, which can be used to capture /// diagnostics that will be suppressed. Optional<sema::TemplateDeductionInfo *> isSFINAEContext() const; /// Determines whether we are currently in a context that /// is not evaluated as per C++ [expr] p5. bool isUnevaluatedContext() const { assert(!ExprEvalContexts.empty() && "Must be in an expression evaluation context"); return ExprEvalContexts.back().isUnevaluated(); } /// RAII class used to determine whether SFINAE has /// trapped any errors that occur during template argument /// deduction. class SFINAETrap { Sema &SemaRef; unsigned PrevSFINAEErrors; bool PrevInNonInstantiationSFINAEContext; bool PrevAccessCheckingSFINAE; bool PrevLastDiagnosticIgnored; public: explicit SFINAETrap(Sema &SemaRef, bool AccessCheckingSFINAE = false) : SemaRef(SemaRef), PrevSFINAEErrors(SemaRef.NumSFINAEErrors), PrevInNonInstantiationSFINAEContext( SemaRef.InNonInstantiationSFINAEContext), PrevAccessCheckingSFINAE(SemaRef.AccessCheckingSFINAE), PrevLastDiagnosticIgnored( SemaRef.getDiagnostics().isLastDiagnosticIgnored()) { if (!SemaRef.isSFINAEContext()) SemaRef.InNonInstantiationSFINAEContext = true; SemaRef.AccessCheckingSFINAE = AccessCheckingSFINAE; } ~SFINAETrap() { SemaRef.NumSFINAEErrors = PrevSFINAEErrors; SemaRef.InNonInstantiationSFINAEContext = PrevInNonInstantiationSFINAEContext; SemaRef.AccessCheckingSFINAE = PrevAccessCheckingSFINAE; SemaRef.getDiagnostics().setLastDiagnosticIgnored( PrevLastDiagnosticIgnored); } /// Determine whether any SFINAE errors have been trapped. bool hasErrorOccurred() const { return SemaRef.NumSFINAEErrors > PrevSFINAEErrors; } }; /// RAII class used to indicate that we are performing provisional /// semantic analysis to determine the validity of a construct, so /// typo-correction and diagnostics in the immediate context (not within /// implicitly-instantiated templates) should be suppressed. class TentativeAnalysisScope { Sema &SemaRef; // FIXME: Using a SFINAETrap for this is a hack. SFINAETrap Trap; bool PrevDisableTypoCorrection; public: explicit TentativeAnalysisScope(Sema &SemaRef) : SemaRef(SemaRef), Trap(SemaRef, true), PrevDisableTypoCorrection(SemaRef.DisableTypoCorrection) { SemaRef.DisableTypoCorrection = true; } ~TentativeAnalysisScope() { SemaRef.DisableTypoCorrection = PrevDisableTypoCorrection; } }; /// The current instantiation scope used to store local /// variables. LocalInstantiationScope *CurrentInstantiationScope; /// Tracks whether we are in a context where typo correction is /// disabled. bool DisableTypoCorrection; /// The number of typos corrected by CorrectTypo. unsigned TyposCorrected; typedef llvm::SmallSet<SourceLocation, 2> SrcLocSet; typedef llvm::DenseMap<IdentifierInfo *, SrcLocSet> IdentifierSourceLocations; /// A cache containing identifiers for which typo correction failed and /// their locations, so that repeated attempts to correct an identifier in a /// given location are ignored if typo correction already failed for it. IdentifierSourceLocations TypoCorrectionFailures; /// Worker object for performing CFG-based warnings. sema::AnalysisBasedWarnings AnalysisWarnings; threadSafety::BeforeSet *ThreadSafetyDeclCache; /// An entity for which implicit template instantiation is required. /// /// The source location associated with the declaration is the first place in /// the source code where the declaration was "used". It is not necessarily /// the point of instantiation (which will be either before or after the /// namespace-scope declaration that triggered this implicit instantiation), /// However, it is the location that diagnostics should generally refer to, /// because users will need to know what code triggered the instantiation. typedef std::pair<ValueDecl *, SourceLocation> PendingImplicitInstantiation; /// The queue of implicit template instantiations that are required /// but have not yet been performed. std::deque<PendingImplicitInstantiation> PendingInstantiations; /// Queue of implicit template instantiations that cannot be performed /// eagerly. SmallVector<PendingImplicitInstantiation, 1> LateParsedInstantiations; class GlobalEagerInstantiationScope { public: GlobalEagerInstantiationScope(Sema &S, bool Enabled) : S(S), Enabled(Enabled) { if (!Enabled) return; SavedPendingInstantiations.swap(S.PendingInstantiations); SavedVTableUses.swap(S.VTableUses); } void perform() { if (Enabled) { S.DefineUsedVTables(); S.PerformPendingInstantiations(); } } ~GlobalEagerInstantiationScope() { if (!Enabled) return; // Restore the set of pending vtables. assert(S.VTableUses.empty() && "VTableUses should be empty before it is discarded."); S.VTableUses.swap(SavedVTableUses); // Restore the set of pending implicit instantiations. if (S.TUKind != TU_Prefix || !S.LangOpts.PCHInstantiateTemplates) { assert(S.PendingInstantiations.empty() && "PendingInstantiations should be empty before it is discarded."); S.PendingInstantiations.swap(SavedPendingInstantiations); } else { // Template instantiations in the PCH may be delayed until the TU. S.PendingInstantiations.swap(SavedPendingInstantiations); S.PendingInstantiations.insert(S.PendingInstantiations.end(), SavedPendingInstantiations.begin(), SavedPendingInstantiations.end()); } } private: Sema &S; SmallVector<VTableUse, 16> SavedVTableUses; std::deque<PendingImplicitInstantiation> SavedPendingInstantiations; bool Enabled; }; /// The queue of implicit template instantiations that are required /// and must be performed within the current local scope. /// /// This queue is only used for member functions of local classes in /// templates, which must be instantiated in the same scope as their /// enclosing function, so that they can reference function-local /// types, static variables, enumerators, etc. std::deque<PendingImplicitInstantiation> PendingLocalImplicitInstantiations; class LocalEagerInstantiationScope { public: LocalEagerInstantiationScope(Sema &S) : S(S) { SavedPendingLocalImplicitInstantiations.swap( S.PendingLocalImplicitInstantiations); } void perform() { S.PerformPendingInstantiations(/*LocalOnly=*/true); } ~LocalEagerInstantiationScope() { assert(S.PendingLocalImplicitInstantiations.empty() && "there shouldn't be any pending local implicit instantiations"); SavedPendingLocalImplicitInstantiations.swap( S.PendingLocalImplicitInstantiations); } private: Sema &S; std::deque<PendingImplicitInstantiation> SavedPendingLocalImplicitInstantiations; }; /// A helper class for building up ExtParameterInfos. class ExtParameterInfoBuilder { SmallVector<FunctionProtoType::ExtParameterInfo, 16> Infos; bool HasInteresting = false; public: /// Set the ExtParameterInfo for the parameter at the given index, /// void set(unsigned index, FunctionProtoType::ExtParameterInfo info) { assert(Infos.size() <= index); Infos.resize(index); Infos.push_back(info); if (!HasInteresting) HasInteresting = (info != FunctionProtoType::ExtParameterInfo()); } /// Return a pointer (suitable for setting in an ExtProtoInfo) to the /// ExtParameterInfo array we've built up. const FunctionProtoType::ExtParameterInfo * getPointerOrNull(unsigned numParams) { if (!HasInteresting) return nullptr; Infos.resize(numParams); return Infos.data(); } }; void PerformPendingInstantiations(bool LocalOnly = false); TypeSourceInfo *SubstType(TypeSourceInfo *T, const MultiLevelTemplateArgumentList &TemplateArgs, SourceLocation Loc, DeclarationName Entity, bool AllowDeducedTST = false); QualType SubstType(QualType T, const MultiLevelTemplateArgumentList &TemplateArgs, SourceLocation Loc, DeclarationName Entity); TypeSourceInfo *SubstType(TypeLoc TL, const MultiLevelTemplateArgumentList &TemplateArgs, SourceLocation Loc, DeclarationName Entity); TypeSourceInfo *SubstFunctionDeclType(TypeSourceInfo *T, const MultiLevelTemplateArgumentList &TemplateArgs, SourceLocation Loc, DeclarationName Entity, CXXRecordDecl *ThisContext, Qualifiers ThisTypeQuals); void SubstExceptionSpec(FunctionDecl *New, const FunctionProtoType *Proto, const MultiLevelTemplateArgumentList &Args); bool SubstExceptionSpec(SourceLocation Loc, FunctionProtoType::ExceptionSpecInfo &ESI, SmallVectorImpl<QualType> &ExceptionStorage, const MultiLevelTemplateArgumentList &Args); ParmVarDecl *SubstParmVarDecl(ParmVarDecl *D, const MultiLevelTemplateArgumentList &TemplateArgs, int indexAdjustment, Optional<unsigned> NumExpansions, bool ExpectParameterPack); bool SubstParmTypes(SourceLocation Loc, ArrayRef<ParmVarDecl *> Params, const FunctionProtoType::ExtParameterInfo *ExtParamInfos, const MultiLevelTemplateArgumentList &TemplateArgs, SmallVectorImpl<QualType> &ParamTypes, SmallVectorImpl<ParmVarDecl *> *OutParams, ExtParameterInfoBuilder &ParamInfos); ExprResult SubstExpr(Expr *E, const MultiLevelTemplateArgumentList &TemplateArgs); /// Substitute the given template arguments into a list of /// expressions, expanding pack expansions if required. /// /// \param Exprs The list of expressions to substitute into. /// /// \param IsCall Whether this is some form of call, in which case /// default arguments will be dropped. /// /// \param TemplateArgs The set of template arguments to substitute. /// /// \param Outputs Will receive all of the substituted arguments. /// /// \returns true if an error occurred, false otherwise. bool SubstExprs(ArrayRef<Expr *> Exprs, bool IsCall, const MultiLevelTemplateArgumentList &TemplateArgs, SmallVectorImpl<Expr *> &Outputs); StmtResult SubstStmt(Stmt *S, const MultiLevelTemplateArgumentList &TemplateArgs); TemplateParameterList * SubstTemplateParams(TemplateParameterList *Params, DeclContext *Owner, const MultiLevelTemplateArgumentList &TemplateArgs); bool SubstTemplateArguments(ArrayRef<TemplateArgumentLoc> Args, const MultiLevelTemplateArgumentList &TemplateArgs, TemplateArgumentListInfo &Outputs); Decl *SubstDecl(Decl *D, DeclContext *Owner, const MultiLevelTemplateArgumentList &TemplateArgs); /// Substitute the name and return type of a defaulted 'operator<=>' to form /// an implicit 'operator=='. FunctionDecl *SubstSpaceshipAsEqualEqual(CXXRecordDecl *RD, FunctionDecl *Spaceship); ExprResult SubstInitializer(Expr *E, const MultiLevelTemplateArgumentList &TemplateArgs, bool CXXDirectInit); bool SubstBaseSpecifiers(CXXRecordDecl *Instantiation, CXXRecordDecl *Pattern, const MultiLevelTemplateArgumentList &TemplateArgs); bool InstantiateClass(SourceLocation PointOfInstantiation, CXXRecordDecl *Instantiation, CXXRecordDecl *Pattern, const MultiLevelTemplateArgumentList &TemplateArgs, TemplateSpecializationKind TSK, bool Complain = true); bool InstantiateEnum(SourceLocation PointOfInstantiation, EnumDecl *Instantiation, EnumDecl *Pattern, const MultiLevelTemplateArgumentList &TemplateArgs, TemplateSpecializationKind TSK); bool InstantiateInClassInitializer( SourceLocation PointOfInstantiation, FieldDecl *Instantiation, FieldDecl *Pattern, const MultiLevelTemplateArgumentList &TemplateArgs); struct LateInstantiatedAttribute { const Attr *TmplAttr; LocalInstantiationScope *Scope; Decl *NewDecl; LateInstantiatedAttribute(const Attr *A, LocalInstantiationScope *S, Decl *D) : TmplAttr(A), Scope(S), NewDecl(D) { } }; typedef SmallVector<LateInstantiatedAttribute, 16> LateInstantiatedAttrVec; void InstantiateAttrs(const MultiLevelTemplateArgumentList &TemplateArgs, const Decl *Pattern, Decl *Inst, LateInstantiatedAttrVec *LateAttrs = nullptr, LocalInstantiationScope *OuterMostScope = nullptr); void InstantiateAttrsForDecl(const MultiLevelTemplateArgumentList &TemplateArgs, const Decl *Pattern, Decl *Inst, LateInstantiatedAttrVec *LateAttrs = nullptr, LocalInstantiationScope *OuterMostScope = nullptr); void InstantiateDefaultCtorDefaultArgs(CXXConstructorDecl *Ctor); bool usesPartialOrExplicitSpecialization( SourceLocation Loc, ClassTemplateSpecializationDecl *ClassTemplateSpec); bool InstantiateClassTemplateSpecialization(SourceLocation PointOfInstantiation, ClassTemplateSpecializationDecl *ClassTemplateSpec, TemplateSpecializationKind TSK, bool Complain = true); void InstantiateClassMembers(SourceLocation PointOfInstantiation, CXXRecordDecl *Instantiation, const MultiLevelTemplateArgumentList &TemplateArgs, TemplateSpecializationKind TSK); void InstantiateClassTemplateSpecializationMembers( SourceLocation PointOfInstantiation, ClassTemplateSpecializationDecl *ClassTemplateSpec, TemplateSpecializationKind TSK); NestedNameSpecifierLoc SubstNestedNameSpecifierLoc(NestedNameSpecifierLoc NNS, const MultiLevelTemplateArgumentList &TemplateArgs); DeclarationNameInfo SubstDeclarationNameInfo(const DeclarationNameInfo &NameInfo, const MultiLevelTemplateArgumentList &TemplateArgs); TemplateName SubstTemplateName(NestedNameSpecifierLoc QualifierLoc, TemplateName Name, SourceLocation Loc, const MultiLevelTemplateArgumentList &TemplateArgs); bool Subst(const TemplateArgumentLoc *Args, unsigned NumArgs, TemplateArgumentListInfo &Result, const MultiLevelTemplateArgumentList &TemplateArgs); bool InstantiateDefaultArgument(SourceLocation CallLoc, FunctionDecl *FD, ParmVarDecl *Param); void InstantiateExceptionSpec(SourceLocation PointOfInstantiation, FunctionDecl *Function); bool CheckInstantiatedFunctionTemplateConstraints( SourceLocation PointOfInstantiation, FunctionDecl *Decl, ArrayRef<TemplateArgument> TemplateArgs, ConstraintSatisfaction &Satisfaction); FunctionDecl *InstantiateFunctionDeclaration(FunctionTemplateDecl *FTD, const TemplateArgumentList *Args, SourceLocation Loc); void InstantiateFunctionDefinition(SourceLocation PointOfInstantiation, FunctionDecl *Function, bool Recursive = false, bool DefinitionRequired = false, bool AtEndOfTU = false); VarTemplateSpecializationDecl *BuildVarTemplateInstantiation( VarTemplateDecl *VarTemplate, VarDecl *FromVar, const TemplateArgumentList &TemplateArgList, const TemplateArgumentListInfo &TemplateArgsInfo, SmallVectorImpl<TemplateArgument> &Converted, SourceLocation PointOfInstantiation, LateInstantiatedAttrVec *LateAttrs = nullptr, LocalInstantiationScope *StartingScope = nullptr); VarTemplateSpecializationDecl *CompleteVarTemplateSpecializationDecl( VarTemplateSpecializationDecl *VarSpec, VarDecl *PatternDecl, const MultiLevelTemplateArgumentList &TemplateArgs); void BuildVariableInstantiation(VarDecl *NewVar, VarDecl *OldVar, const MultiLevelTemplateArgumentList &TemplateArgs, LateInstantiatedAttrVec *LateAttrs, DeclContext *Owner, LocalInstantiationScope *StartingScope, bool InstantiatingVarTemplate = false, VarTemplateSpecializationDecl *PrevVTSD = nullptr); void InstantiateVariableInitializer( VarDecl *Var, VarDecl *OldVar, const MultiLevelTemplateArgumentList &TemplateArgs); void InstantiateVariableDefinition(SourceLocation PointOfInstantiation, VarDecl *Var, bool Recursive = false, bool DefinitionRequired = false, bool AtEndOfTU = false); void InstantiateMemInitializers(CXXConstructorDecl *New, const CXXConstructorDecl *Tmpl, const MultiLevelTemplateArgumentList &TemplateArgs); NamedDecl *FindInstantiatedDecl(SourceLocation Loc, NamedDecl *D, const MultiLevelTemplateArgumentList &TemplateArgs, bool FindingInstantiatedContext = false); DeclContext *FindInstantiatedContext(SourceLocation Loc, DeclContext *DC, const MultiLevelTemplateArgumentList &TemplateArgs); // Objective-C declarations. enum ObjCContainerKind { OCK_None = -1, OCK_Interface = 0, OCK_Protocol, OCK_Category, OCK_ClassExtension, OCK_Implementation, OCK_CategoryImplementation }; ObjCContainerKind getObjCContainerKind() const; DeclResult actOnObjCTypeParam(Scope *S, ObjCTypeParamVariance variance, SourceLocation varianceLoc, unsigned index, IdentifierInfo *paramName, SourceLocation paramLoc, SourceLocation colonLoc, ParsedType typeBound); ObjCTypeParamList *actOnObjCTypeParamList(Scope *S, SourceLocation lAngleLoc, ArrayRef<Decl *> typeParams, SourceLocation rAngleLoc); void popObjCTypeParamList(Scope *S, ObjCTypeParamList *typeParamList); Decl *ActOnStartClassInterface( Scope *S, SourceLocation AtInterfaceLoc, IdentifierInfo *ClassName, SourceLocation ClassLoc, ObjCTypeParamList *typeParamList, IdentifierInfo *SuperName, SourceLocation SuperLoc, ArrayRef<ParsedType> SuperTypeArgs, SourceRange SuperTypeArgsRange, Decl *const *ProtoRefs, unsigned NumProtoRefs, const SourceLocation *ProtoLocs, SourceLocation EndProtoLoc, const ParsedAttributesView &AttrList); void ActOnSuperClassOfClassInterface(Scope *S, SourceLocation AtInterfaceLoc, ObjCInterfaceDecl *IDecl, IdentifierInfo *ClassName, SourceLocation ClassLoc, IdentifierInfo *SuperName, SourceLocation SuperLoc, ArrayRef<ParsedType> SuperTypeArgs, SourceRange SuperTypeArgsRange); void ActOnTypedefedProtocols(SmallVectorImpl<Decl *> &ProtocolRefs, SmallVectorImpl<SourceLocation> &ProtocolLocs, IdentifierInfo *SuperName, SourceLocation SuperLoc); Decl *ActOnCompatibilityAlias( SourceLocation AtCompatibilityAliasLoc, IdentifierInfo *AliasName, SourceLocation AliasLocation, IdentifierInfo *ClassName, SourceLocation ClassLocation); bool CheckForwardProtocolDeclarationForCircularDependency( IdentifierInfo *PName, SourceLocation &PLoc, SourceLocation PrevLoc, const ObjCList<ObjCProtocolDecl> &PList); Decl *ActOnStartProtocolInterface( SourceLocation AtProtoInterfaceLoc, IdentifierInfo *ProtocolName, SourceLocation ProtocolLoc, Decl *const *ProtoRefNames, unsigned NumProtoRefs, const SourceLocation *ProtoLocs, SourceLocation EndProtoLoc, const ParsedAttributesView &AttrList); Decl *ActOnStartCategoryInterface( SourceLocation AtInterfaceLoc, IdentifierInfo *ClassName, SourceLocation ClassLoc, ObjCTypeParamList *typeParamList, IdentifierInfo *CategoryName, SourceLocation CategoryLoc, Decl *const *ProtoRefs, unsigned NumProtoRefs, const SourceLocation *ProtoLocs, SourceLocation EndProtoLoc, const ParsedAttributesView &AttrList); Decl *ActOnStartClassImplementation(SourceLocation AtClassImplLoc, IdentifierInfo *ClassName, SourceLocation ClassLoc, IdentifierInfo *SuperClassname, SourceLocation SuperClassLoc, const ParsedAttributesView &AttrList); Decl *ActOnStartCategoryImplementation(SourceLocation AtCatImplLoc, IdentifierInfo *ClassName, SourceLocation ClassLoc, IdentifierInfo *CatName, SourceLocation CatLoc, const ParsedAttributesView &AttrList); DeclGroupPtrTy ActOnFinishObjCImplementation(Decl *ObjCImpDecl, ArrayRef<Decl *> Decls); DeclGroupPtrTy ActOnForwardClassDeclaration(SourceLocation Loc, IdentifierInfo **IdentList, SourceLocation *IdentLocs, ArrayRef<ObjCTypeParamList *> TypeParamLists, unsigned NumElts); DeclGroupPtrTy ActOnForwardProtocolDeclaration(SourceLocation AtProtoclLoc, ArrayRef<IdentifierLocPair> IdentList, const ParsedAttributesView &attrList); void FindProtocolDeclaration(bool WarnOnDeclarations, bool ForObjCContainer, ArrayRef<IdentifierLocPair> ProtocolId, SmallVectorImpl<Decl *> &Protocols); void DiagnoseTypeArgsAndProtocols(IdentifierInfo *ProtocolId, SourceLocation ProtocolLoc, IdentifierInfo *TypeArgId, SourceLocation TypeArgLoc, bool SelectProtocolFirst = false); /// Given a list of identifiers (and their locations), resolve the /// names to either Objective-C protocol qualifiers or type /// arguments, as appropriate. void actOnObjCTypeArgsOrProtocolQualifiers( Scope *S, ParsedType baseType, SourceLocation lAngleLoc, ArrayRef<IdentifierInfo *> identifiers, ArrayRef<SourceLocation> identifierLocs, SourceLocation rAngleLoc, SourceLocation &typeArgsLAngleLoc, SmallVectorImpl<ParsedType> &typeArgs, SourceLocation &typeArgsRAngleLoc, SourceLocation &protocolLAngleLoc, SmallVectorImpl<Decl *> &protocols, SourceLocation &protocolRAngleLoc, bool warnOnIncompleteProtocols); /// Build a an Objective-C protocol-qualified 'id' type where no /// base type was specified. TypeResult actOnObjCProtocolQualifierType( SourceLocation lAngleLoc, ArrayRef<Decl *> protocols, ArrayRef<SourceLocation> protocolLocs, SourceLocation rAngleLoc); /// Build a specialized and/or protocol-qualified Objective-C type. TypeResult actOnObjCTypeArgsAndProtocolQualifiers( Scope *S, SourceLocation Loc, ParsedType BaseType, SourceLocation TypeArgsLAngleLoc, ArrayRef<ParsedType> TypeArgs, SourceLocation TypeArgsRAngleLoc, SourceLocation ProtocolLAngleLoc, ArrayRef<Decl *> Protocols, ArrayRef<SourceLocation> ProtocolLocs, SourceLocation ProtocolRAngleLoc); /// Build an Objective-C type parameter type. QualType BuildObjCTypeParamType(const ObjCTypeParamDecl *Decl, SourceLocation ProtocolLAngleLoc, ArrayRef<ObjCProtocolDecl *> Protocols, ArrayRef<SourceLocation> ProtocolLocs, SourceLocation ProtocolRAngleLoc, bool FailOnError = false); /// Build an Objective-C object pointer type. QualType BuildObjCObjectType(QualType BaseType, SourceLocation Loc, SourceLocation TypeArgsLAngleLoc, ArrayRef<TypeSourceInfo *> TypeArgs, SourceLocation TypeArgsRAngleLoc, SourceLocation ProtocolLAngleLoc, ArrayRef<ObjCProtocolDecl *> Protocols, ArrayRef<SourceLocation> ProtocolLocs, SourceLocation ProtocolRAngleLoc, bool FailOnError = false); /// Ensure attributes are consistent with type. /// \param [in, out] Attributes The attributes to check; they will /// be modified to be consistent with \p PropertyTy. void CheckObjCPropertyAttributes(Decl *PropertyPtrTy, SourceLocation Loc, unsigned &Attributes, bool propertyInPrimaryClass); /// Process the specified property declaration and create decls for the /// setters and getters as needed. /// \param property The property declaration being processed void ProcessPropertyDecl(ObjCPropertyDecl *property); void DiagnosePropertyMismatch(ObjCPropertyDecl *Property, ObjCPropertyDecl *SuperProperty, const IdentifierInfo *Name, bool OverridingProtocolProperty); void DiagnoseClassExtensionDupMethods(ObjCCategoryDecl *CAT, ObjCInterfaceDecl *ID); Decl *ActOnAtEnd(Scope *S, SourceRange AtEnd, ArrayRef<Decl *> allMethods = None, ArrayRef<DeclGroupPtrTy> allTUVars = None); Decl *ActOnProperty(Scope *S, SourceLocation AtLoc, SourceLocation LParenLoc, FieldDeclarator &FD, ObjCDeclSpec &ODS, Selector GetterSel, Selector SetterSel, tok::ObjCKeywordKind MethodImplKind, DeclContext *lexicalDC = nullptr); Decl *ActOnPropertyImplDecl(Scope *S, SourceLocation AtLoc, SourceLocation PropertyLoc, bool ImplKind, IdentifierInfo *PropertyId, IdentifierInfo *PropertyIvar, SourceLocation PropertyIvarLoc, ObjCPropertyQueryKind QueryKind); enum ObjCSpecialMethodKind { OSMK_None, OSMK_Alloc, OSMK_New, OSMK_Copy, OSMK_RetainingInit, OSMK_NonRetainingInit }; struct ObjCArgInfo { IdentifierInfo *Name; SourceLocation NameLoc; // The Type is null if no type was specified, and the DeclSpec is invalid // in this case. ParsedType Type; ObjCDeclSpec DeclSpec; /// ArgAttrs - Attribute list for this argument. ParsedAttributesView ArgAttrs; }; Decl *ActOnMethodDeclaration( Scope *S, SourceLocation BeginLoc, // location of the + or -. SourceLocation EndLoc, // location of the ; or {. tok::TokenKind MethodType, ObjCDeclSpec &ReturnQT, ParsedType ReturnType, ArrayRef<SourceLocation> SelectorLocs, Selector Sel, // optional arguments. The number of types/arguments is obtained // from the Sel.getNumArgs(). ObjCArgInfo *ArgInfo, DeclaratorChunk::ParamInfo *CParamInfo, unsigned CNumArgs, // c-style args const ParsedAttributesView &AttrList, tok::ObjCKeywordKind MethodImplKind, bool isVariadic, bool MethodDefinition); ObjCMethodDecl *LookupMethodInQualifiedType(Selector Sel, const ObjCObjectPointerType *OPT, bool IsInstance); ObjCMethodDecl *LookupMethodInObjectType(Selector Sel, QualType Ty, bool IsInstance); bool CheckARCMethodDecl(ObjCMethodDecl *method); bool inferObjCARCLifetime(ValueDecl *decl); void deduceOpenCLAddressSpace(ValueDecl *decl); ExprResult HandleExprPropertyRefExpr(const ObjCObjectPointerType *OPT, Expr *BaseExpr, SourceLocation OpLoc, DeclarationName MemberName, SourceLocation MemberLoc, SourceLocation SuperLoc, QualType SuperType, bool Super); ExprResult ActOnClassPropertyRefExpr(IdentifierInfo &receiverName, IdentifierInfo &propertyName, SourceLocation receiverNameLoc, SourceLocation propertyNameLoc); ObjCMethodDecl *tryCaptureObjCSelf(SourceLocation Loc); /// Describes the kind of message expression indicated by a message /// send that starts with an identifier. enum ObjCMessageKind { /// The message is sent to 'super'. ObjCSuperMessage, /// The message is an instance message. ObjCInstanceMessage, /// The message is a class message, and the identifier is a type /// name. ObjCClassMessage }; ObjCMessageKind getObjCMessageKind(Scope *S, IdentifierInfo *Name, SourceLocation NameLoc, bool IsSuper, bool HasTrailingDot, ParsedType &ReceiverType); ExprResult ActOnSuperMessage(Scope *S, SourceLocation SuperLoc, Selector Sel, SourceLocation LBracLoc, ArrayRef<SourceLocation> SelectorLocs, SourceLocation RBracLoc, MultiExprArg Args); ExprResult BuildClassMessage(TypeSourceInfo *ReceiverTypeInfo, QualType ReceiverType, SourceLocation SuperLoc, Selector Sel, ObjCMethodDecl *Method, SourceLocation LBracLoc, ArrayRef<SourceLocation> SelectorLocs, SourceLocation RBracLoc, MultiExprArg Args, bool isImplicit = false); ExprResult BuildClassMessageImplicit(QualType ReceiverType, bool isSuperReceiver, SourceLocation Loc, Selector Sel, ObjCMethodDecl *Method, MultiExprArg Args); ExprResult ActOnClassMessage(Scope *S, ParsedType Receiver, Selector Sel, SourceLocation LBracLoc, ArrayRef<SourceLocation> SelectorLocs, SourceLocation RBracLoc, MultiExprArg Args); ExprResult BuildInstanceMessage(Expr *Receiver, QualType ReceiverType, SourceLocation SuperLoc, Selector Sel, ObjCMethodDecl *Method, SourceLocation LBracLoc, ArrayRef<SourceLocation> SelectorLocs, SourceLocation RBracLoc, MultiExprArg Args, bool isImplicit = false); ExprResult BuildInstanceMessageImplicit(Expr *Receiver, QualType ReceiverType, SourceLocation Loc, Selector Sel, ObjCMethodDecl *Method, MultiExprArg Args); ExprResult ActOnInstanceMessage(Scope *S, Expr *Receiver, Selector Sel, SourceLocation LBracLoc, ArrayRef<SourceLocation> SelectorLocs, SourceLocation RBracLoc, MultiExprArg Args); ExprResult BuildObjCBridgedCast(SourceLocation LParenLoc, ObjCBridgeCastKind Kind, SourceLocation BridgeKeywordLoc, TypeSourceInfo *TSInfo, Expr *SubExpr); ExprResult ActOnObjCBridgedCast(Scope *S, SourceLocation LParenLoc, ObjCBridgeCastKind Kind, SourceLocation BridgeKeywordLoc, ParsedType Type, SourceLocation RParenLoc, Expr *SubExpr); void CheckTollFreeBridgeCast(QualType castType, Expr *castExpr); void CheckObjCBridgeRelatedCast(QualType castType, Expr *castExpr); bool CheckTollFreeBridgeStaticCast(QualType castType, Expr *castExpr, CastKind &Kind); bool checkObjCBridgeRelatedComponents(SourceLocation Loc, QualType DestType, QualType SrcType, ObjCInterfaceDecl *&RelatedClass, ObjCMethodDecl *&ClassMethod, ObjCMethodDecl *&InstanceMethod, TypedefNameDecl *&TDNDecl, bool CfToNs, bool Diagnose = true); bool CheckObjCBridgeRelatedConversions(SourceLocation Loc, QualType DestType, QualType SrcType, Expr *&SrcExpr, bool Diagnose = true); bool CheckConversionToObjCLiteral(QualType DstType, Expr *&SrcExpr, bool Diagnose = true); bool checkInitMethod(ObjCMethodDecl *method, QualType receiverTypeIfCall); /// Check whether the given new method is a valid override of the /// given overridden method, and set any properties that should be inherited. void CheckObjCMethodOverride(ObjCMethodDecl *NewMethod, const ObjCMethodDecl *Overridden); /// Describes the compatibility of a result type with its method. enum ResultTypeCompatibilityKind { RTC_Compatible, RTC_Incompatible, RTC_Unknown }; void CheckObjCMethodDirectOverrides(ObjCMethodDecl *method, ObjCMethodDecl *overridden); void CheckObjCMethodOverrides(ObjCMethodDecl *ObjCMethod, ObjCInterfaceDecl *CurrentClass, ResultTypeCompatibilityKind RTC); enum PragmaOptionsAlignKind { POAK_Native, // #pragma options align=native POAK_Natural, // #pragma options align=natural POAK_Packed, // #pragma options align=packed POAK_Power, // #pragma options align=power POAK_Mac68k, // #pragma options align=mac68k POAK_Reset // #pragma options align=reset }; /// ActOnPragmaClangSection - Called on well formed \#pragma clang section void ActOnPragmaClangSection(SourceLocation PragmaLoc, PragmaClangSectionAction Action, PragmaClangSectionKind SecKind, StringRef SecName); /// ActOnPragmaOptionsAlign - Called on well formed \#pragma options align. void ActOnPragmaOptionsAlign(PragmaOptionsAlignKind Kind, SourceLocation PragmaLoc); /// ActOnPragmaPack - Called on well formed \#pragma pack(...). void ActOnPragmaPack(SourceLocation PragmaLoc, PragmaMsStackAction Action, StringRef SlotLabel, Expr *Alignment); enum class PragmaAlignPackDiagnoseKind { NonDefaultStateAtInclude, ChangedStateAtExit }; void DiagnoseNonDefaultPragmaAlignPack(PragmaAlignPackDiagnoseKind Kind, SourceLocation IncludeLoc); void DiagnoseUnterminatedPragmaAlignPack(); /// ActOnPragmaMSStruct - Called on well formed \#pragma ms_struct [on|off]. void ActOnPragmaMSStruct(PragmaMSStructKind Kind); /// ActOnPragmaMSComment - Called on well formed /// \#pragma comment(kind, "arg"). void ActOnPragmaMSComment(SourceLocation CommentLoc, PragmaMSCommentKind Kind, StringRef Arg); /// ActOnPragmaMSPointersToMembers - called on well formed \#pragma /// pointers_to_members(representation method[, general purpose /// representation]). void ActOnPragmaMSPointersToMembers( LangOptions::PragmaMSPointersToMembersKind Kind, SourceLocation PragmaLoc); /// Called on well formed \#pragma vtordisp(). void ActOnPragmaMSVtorDisp(PragmaMsStackAction Action, SourceLocation PragmaLoc, MSVtorDispMode Value); enum PragmaSectionKind { PSK_DataSeg, PSK_BSSSeg, PSK_ConstSeg, PSK_CodeSeg, }; bool UnifySection(StringRef SectionName, int SectionFlags, NamedDecl *TheDecl); bool UnifySection(StringRef SectionName, int SectionFlags, SourceLocation PragmaSectionLocation); /// Called on well formed \#pragma bss_seg/data_seg/const_seg/code_seg. void ActOnPragmaMSSeg(SourceLocation PragmaLocation, PragmaMsStackAction Action, llvm::StringRef StackSlotLabel, StringLiteral *SegmentName, llvm::StringRef PragmaName); /// Called on well formed \#pragma section(). void ActOnPragmaMSSection(SourceLocation PragmaLocation, int SectionFlags, StringLiteral *SegmentName); /// Called on well-formed \#pragma init_seg(). void ActOnPragmaMSInitSeg(SourceLocation PragmaLocation, StringLiteral *SegmentName); /// Called on #pragma clang __debug dump II void ActOnPragmaDump(Scope *S, SourceLocation Loc, IdentifierInfo *II); /// ActOnPragmaDetectMismatch - Call on well-formed \#pragma detect_mismatch void ActOnPragmaDetectMismatch(SourceLocation Loc, StringRef Name, StringRef Value); /// Are precise floating point semantics currently enabled? bool isPreciseFPEnabled() { return !CurFPFeatures.getAllowFPReassociate() && !CurFPFeatures.getNoSignedZero() && !CurFPFeatures.getAllowReciprocal() && !CurFPFeatures.getAllowApproxFunc(); } /// ActOnPragmaFloatControl - Call on well-formed \#pragma float_control void ActOnPragmaFloatControl(SourceLocation Loc, PragmaMsStackAction Action, PragmaFloatControlKind Value); /// ActOnPragmaUnused - Called on well-formed '\#pragma unused'. void ActOnPragmaUnused(const Token &Identifier, Scope *curScope, SourceLocation PragmaLoc); /// ActOnPragmaVisibility - Called on well formed \#pragma GCC visibility... . void ActOnPragmaVisibility(const IdentifierInfo* VisType, SourceLocation PragmaLoc); NamedDecl *DeclClonePragmaWeak(NamedDecl *ND, IdentifierInfo *II, SourceLocation Loc); void DeclApplyPragmaWeak(Scope *S, NamedDecl *ND, WeakInfo &W); /// ActOnPragmaWeakID - Called on well formed \#pragma weak ident. void ActOnPragmaWeakID(IdentifierInfo* WeakName, SourceLocation PragmaLoc, SourceLocation WeakNameLoc); /// ActOnPragmaRedefineExtname - Called on well formed /// \#pragma redefine_extname oldname newname. void ActOnPragmaRedefineExtname(IdentifierInfo* WeakName, IdentifierInfo* AliasName, SourceLocation PragmaLoc, SourceLocation WeakNameLoc, SourceLocation AliasNameLoc); /// ActOnPragmaWeakAlias - Called on well formed \#pragma weak ident = ident. void ActOnPragmaWeakAlias(IdentifierInfo* WeakName, IdentifierInfo* AliasName, SourceLocation PragmaLoc, SourceLocation WeakNameLoc, SourceLocation AliasNameLoc); /// ActOnPragmaFPContract - Called on well formed /// \#pragma {STDC,OPENCL} FP_CONTRACT and /// \#pragma clang fp contract void ActOnPragmaFPContract(SourceLocation Loc, LangOptions::FPModeKind FPC); /// Called on well formed /// \#pragma clang fp reassociate void ActOnPragmaFPReassociate(SourceLocation Loc, bool IsEnabled); /// ActOnPragmaFenvAccess - Called on well formed /// \#pragma STDC FENV_ACCESS void ActOnPragmaFEnvAccess(SourceLocation Loc, bool IsEnabled); /// Called on well formed '\#pragma clang fp' that has option 'exceptions'. void ActOnPragmaFPExceptions(SourceLocation Loc, LangOptions::FPExceptionModeKind); /// Called to set constant rounding mode for floating point operations. void setRoundingMode(SourceLocation Loc, llvm::RoundingMode); /// Called to set exception behavior for floating point operations. void setExceptionMode(SourceLocation Loc, LangOptions::FPExceptionModeKind); /// AddAlignmentAttributesForRecord - Adds any needed alignment attributes to /// a the record decl, to handle '\#pragma pack' and '\#pragma options align'. void AddAlignmentAttributesForRecord(RecordDecl *RD); /// AddMsStructLayoutForRecord - Adds ms_struct layout attribute to record. void AddMsStructLayoutForRecord(RecordDecl *RD); /// PushNamespaceVisibilityAttr - Note that we've entered a /// namespace with a visibility attribute. void PushNamespaceVisibilityAttr(const VisibilityAttr *Attr, SourceLocation Loc); /// AddPushedVisibilityAttribute - If '\#pragma GCC visibility' was used, /// add an appropriate visibility attribute. void AddPushedVisibilityAttribute(Decl *RD); /// PopPragmaVisibility - Pop the top element of the visibility stack; used /// for '\#pragma GCC visibility' and visibility attributes on namespaces. void PopPragmaVisibility(bool IsNamespaceEnd, SourceLocation EndLoc); /// FreeVisContext - Deallocate and null out VisContext. void FreeVisContext(); /// AddCFAuditedAttribute - Check whether we're currently within /// '\#pragma clang arc_cf_code_audited' and, if so, consider adding /// the appropriate attribute. void AddCFAuditedAttribute(Decl *D); void ActOnPragmaAttributeAttribute(ParsedAttr &Attribute, SourceLocation PragmaLoc, attr::ParsedSubjectMatchRuleSet Rules); void ActOnPragmaAttributeEmptyPush(SourceLocation PragmaLoc, const IdentifierInfo *Namespace); /// Called on well-formed '\#pragma clang attribute pop'. void ActOnPragmaAttributePop(SourceLocation PragmaLoc, const IdentifierInfo *Namespace); /// Adds the attributes that have been specified using the /// '\#pragma clang attribute push' directives to the given declaration. void AddPragmaAttributes(Scope *S, Decl *D); void DiagnoseUnterminatedPragmaAttribute(); /// Called on well formed \#pragma clang optimize. void ActOnPragmaOptimize(bool On, SourceLocation PragmaLoc); /// Get the location for the currently active "\#pragma clang optimize /// off". If this location is invalid, then the state of the pragma is "on". SourceLocation getOptimizeOffPragmaLocation() const { return OptimizeOffPragmaLocation; } /// Only called on function definitions; if there is a pragma in scope /// with the effect of a range-based optnone, consider marking the function /// with attribute optnone. void AddRangeBasedOptnone(FunctionDecl *FD); /// Adds the 'optnone' attribute to the function declaration if there /// are no conflicts; Loc represents the location causing the 'optnone' /// attribute to be added (usually because of a pragma). void AddOptnoneAttributeIfNoConflicts(FunctionDecl *FD, SourceLocation Loc); /// AddAlignedAttr - Adds an aligned attribute to a particular declaration. void AddAlignedAttr(Decl *D, const AttributeCommonInfo &CI, Expr *E, bool IsPackExpansion); void AddAlignedAttr(Decl *D, const AttributeCommonInfo &CI, TypeSourceInfo *T, bool IsPackExpansion); /// AddAssumeAlignedAttr - Adds an assume_aligned attribute to a particular /// declaration. void AddAssumeAlignedAttr(Decl *D, const AttributeCommonInfo &CI, Expr *E, Expr *OE); /// AddAllocAlignAttr - Adds an alloc_align attribute to a particular /// declaration. void AddAllocAlignAttr(Decl *D, const AttributeCommonInfo &CI, Expr *ParamExpr); /// AddAlignValueAttr - Adds an align_value attribute to a particular /// declaration. void AddAlignValueAttr(Decl *D, const AttributeCommonInfo &CI, Expr *E); /// AddAnnotationAttr - Adds an annotation Annot with Args arguments to D. void AddAnnotationAttr(Decl *D, const AttributeCommonInfo &CI, StringRef Annot, MutableArrayRef<Expr *> Args); /// AddLaunchBoundsAttr - Adds a launch_bounds attribute to a particular /// declaration. void AddLaunchBoundsAttr(Decl *D, const AttributeCommonInfo &CI, Expr *MaxThreads, Expr *MinBlocks); /// AddModeAttr - Adds a mode attribute to a particular declaration. void AddModeAttr(Decl *D, const AttributeCommonInfo &CI, IdentifierInfo *Name, bool InInstantiation = false); void AddParameterABIAttr(Decl *D, const AttributeCommonInfo &CI, ParameterABI ABI); enum class RetainOwnershipKind {NS, CF, OS}; void AddXConsumedAttr(Decl *D, const AttributeCommonInfo &CI, RetainOwnershipKind K, bool IsTemplateInstantiation); /// addAMDGPUFlatWorkGroupSizeAttr - Adds an amdgpu_flat_work_group_size /// attribute to a particular declaration. void addAMDGPUFlatWorkGroupSizeAttr(Decl *D, const AttributeCommonInfo &CI, Expr *Min, Expr *Max); /// addAMDGPUWavePersEUAttr - Adds an amdgpu_waves_per_eu attribute to a /// particular declaration. void addAMDGPUWavesPerEUAttr(Decl *D, const AttributeCommonInfo &CI, Expr *Min, Expr *Max); bool checkNSReturnsRetainedReturnType(SourceLocation loc, QualType type); //===--------------------------------------------------------------------===// // C++ Coroutines TS // bool ActOnCoroutineBodyStart(Scope *S, SourceLocation KwLoc, StringRef Keyword); ExprResult ActOnCoawaitExpr(Scope *S, SourceLocation KwLoc, Expr *E); ExprResult ActOnCoyieldExpr(Scope *S, SourceLocation KwLoc, Expr *E); StmtResult ActOnCoreturnStmt(Scope *S, SourceLocation KwLoc, Expr *E); ExprResult BuildResolvedCoawaitExpr(SourceLocation KwLoc, Expr *E, bool IsImplicit = false); ExprResult BuildUnresolvedCoawaitExpr(SourceLocation KwLoc, Expr *E, UnresolvedLookupExpr* Lookup); ExprResult BuildCoyieldExpr(SourceLocation KwLoc, Expr *E); StmtResult BuildCoreturnStmt(SourceLocation KwLoc, Expr *E, bool IsImplicit = false); StmtResult BuildCoroutineBodyStmt(CoroutineBodyStmt::CtorArgs); bool buildCoroutineParameterMoves(SourceLocation Loc); VarDecl *buildCoroutinePromise(SourceLocation Loc); void CheckCompletedCoroutineBody(FunctionDecl *FD, Stmt *&Body); ClassTemplateDecl *lookupCoroutineTraits(SourceLocation KwLoc, SourceLocation FuncLoc); /// Check that the expression co_await promise.final_suspend() shall not be /// potentially-throwing. bool checkFinalSuspendNoThrow(const Stmt *FinalSuspend); //===--------------------------------------------------------------------===// // OpenCL extensions. // private: std::string CurrOpenCLExtension; /// Extensions required by an OpenCL type. llvm::DenseMap<const Type*, std::set<std::string>> OpenCLTypeExtMap; /// Extensions required by an OpenCL declaration. llvm::DenseMap<const Decl*, std::set<std::string>> OpenCLDeclExtMap; public: llvm::StringRef getCurrentOpenCLExtension() const { return CurrOpenCLExtension; } /// Check if a function declaration \p FD associates with any /// extensions present in OpenCLDeclExtMap and if so return the /// extension(s) name(s). std::string getOpenCLExtensionsFromDeclExtMap(FunctionDecl *FD); /// Check if a function type \p FT associates with any /// extensions present in OpenCLTypeExtMap and if so return the /// extension(s) name(s). std::string getOpenCLExtensionsFromTypeExtMap(FunctionType *FT); /// Find an extension in an appropriate extension map and return its name template<typename T, typename MapT> std::string getOpenCLExtensionsFromExtMap(T* FT, MapT &Map); void setCurrentOpenCLExtension(llvm::StringRef Ext) { CurrOpenCLExtension = std::string(Ext); } /// Set OpenCL extensions for a type which can only be used when these /// OpenCL extensions are enabled. If \p Exts is empty, do nothing. /// \param Exts A space separated list of OpenCL extensions. void setOpenCLExtensionForType(QualType T, llvm::StringRef Exts); /// Set OpenCL extensions for a declaration which can only be /// used when these OpenCL extensions are enabled. If \p Exts is empty, do /// nothing. /// \param Exts A space separated list of OpenCL extensions. void setOpenCLExtensionForDecl(Decl *FD, llvm::StringRef Exts); /// Set current OpenCL extensions for a type which can only be used /// when these OpenCL extensions are enabled. If current OpenCL extension is /// empty, do nothing. void setCurrentOpenCLExtensionForType(QualType T); /// Set current OpenCL extensions for a declaration which /// can only be used when these OpenCL extensions are enabled. If current /// OpenCL extension is empty, do nothing. void setCurrentOpenCLExtensionForDecl(Decl *FD); bool isOpenCLDisabledDecl(Decl *FD); /// Check if type \p T corresponding to declaration specifier \p DS /// is disabled due to required OpenCL extensions being disabled. If so, /// emit diagnostics. /// \return true if type is disabled. bool checkOpenCLDisabledTypeDeclSpec(const DeclSpec &DS, QualType T); /// Check if declaration \p D used by expression \p E /// is disabled due to required OpenCL extensions being disabled. If so, /// emit diagnostics. /// \return true if type is disabled. bool checkOpenCLDisabledDecl(const NamedDecl &D, const Expr &E); //===--------------------------------------------------------------------===// // OpenMP directives and clauses. // private: void *VarDataSharingAttributesStack; /// Number of nested '#pragma omp declare target' directives. SmallVector<SourceLocation, 4> DeclareTargetNesting; /// Initialization of data-sharing attributes stack. void InitDataSharingAttributesStack(); void DestroyDataSharingAttributesStack(); ExprResult VerifyPositiveIntegerConstantInClause(Expr *Op, OpenMPClauseKind CKind, bool StrictlyPositive = true); /// Returns OpenMP nesting level for current directive. unsigned getOpenMPNestingLevel() const; /// Adjusts the function scopes index for the target-based regions. void adjustOpenMPTargetScopeIndex(unsigned &FunctionScopesIndex, unsigned Level) const; /// Returns the number of scopes associated with the construct on the given /// OpenMP level. int getNumberOfConstructScopes(unsigned Level) const; /// Push new OpenMP function region for non-capturing function. void pushOpenMPFunctionRegion(); /// Pop OpenMP function region for non-capturing function. void popOpenMPFunctionRegion(const sema::FunctionScopeInfo *OldFSI); /// Checks if a type or a declaration is disabled due to the owning extension /// being disabled, and emits diagnostic messages if it is disabled. /// \param D type or declaration to be checked. /// \param DiagLoc source location for the diagnostic message. /// \param DiagInfo information to be emitted for the diagnostic message. /// \param SrcRange source range of the declaration. /// \param Map maps type or declaration to the extensions. /// \param Selector selects diagnostic message: 0 for type and 1 for /// declaration. /// \return true if the type or declaration is disabled. template <typename T, typename DiagLocT, typename DiagInfoT, typename MapT> bool checkOpenCLDisabledTypeOrDecl(T D, DiagLocT DiagLoc, DiagInfoT DiagInfo, MapT &Map, unsigned Selector = 0, SourceRange SrcRange = SourceRange()); /// Helper to keep information about the current `omp begin/end declare /// variant` nesting. struct OMPDeclareVariantScope { /// The associated OpenMP context selector. OMPTraitInfo *TI; /// The associated OpenMP context selector mangling. std::string NameSuffix; OMPDeclareVariantScope(OMPTraitInfo &TI); }; /// Return the OMPTraitInfo for the surrounding scope, if any. OMPTraitInfo *getOMPTraitInfoForSurroundingScope() { return OMPDeclareVariantScopes.empty() ? nullptr : OMPDeclareVariantScopes.back().TI; } /// The current `omp begin/end declare variant` scopes. SmallVector<OMPDeclareVariantScope, 4> OMPDeclareVariantScopes; /// The current `omp begin/end assumes` scopes. SmallVector<AssumptionAttr *, 4> OMPAssumeScoped; /// All `omp assumes` we encountered so far. SmallVector<AssumptionAttr *, 4> OMPAssumeGlobal; public: /// The declarator \p D defines a function in the scope \p S which is nested /// in an `omp begin/end declare variant` scope. In this method we create a /// declaration for \p D and rename \p D according to the OpenMP context /// selector of the surrounding scope. Return all base functions in \p Bases. void ActOnStartOfFunctionDefinitionInOpenMPDeclareVariantScope( Scope *S, Declarator &D, MultiTemplateParamsArg TemplateParameterLists, SmallVectorImpl<FunctionDecl *> &Bases); /// Register \p D as specialization of all base functions in \p Bases in the /// current `omp begin/end declare variant` scope. void ActOnFinishedFunctionDefinitionInOpenMPDeclareVariantScope( Decl *D, SmallVectorImpl<FunctionDecl *> &Bases); /// Act on \p D, a function definition inside of an `omp [begin/end] assumes`. void ActOnFinishedFunctionDefinitionInOpenMPAssumeScope(Decl *D); /// Can we exit an OpenMP declare variant scope at the moment. bool isInOpenMPDeclareVariantScope() const { return !OMPDeclareVariantScopes.empty(); } /// Given the potential call expression \p Call, determine if there is a /// specialization via the OpenMP declare variant mechanism available. If /// there is, return the specialized call expression, otherwise return the /// original \p Call. ExprResult ActOnOpenMPCall(ExprResult Call, Scope *Scope, SourceLocation LParenLoc, MultiExprArg ArgExprs, SourceLocation RParenLoc, Expr *ExecConfig); /// Handle a `omp begin declare variant`. void ActOnOpenMPBeginDeclareVariant(SourceLocation Loc, OMPTraitInfo &TI); /// Handle a `omp end declare variant`. void ActOnOpenMPEndDeclareVariant(); /// Checks if the variant/multiversion functions are compatible. bool areMultiversionVariantFunctionsCompatible( const FunctionDecl *OldFD, const FunctionDecl *NewFD, const PartialDiagnostic &NoProtoDiagID, const PartialDiagnosticAt &NoteCausedDiagIDAt, const PartialDiagnosticAt &NoSupportDiagIDAt, const PartialDiagnosticAt &DiffDiagIDAt, bool TemplatesSupported, bool ConstexprSupported, bool CLinkageMayDiffer); /// Function tries to capture lambda's captured variables in the OpenMP region /// before the original lambda is captured. void tryCaptureOpenMPLambdas(ValueDecl *V); /// Return true if the provided declaration \a VD should be captured by /// reference. /// \param Level Relative level of nested OpenMP construct for that the check /// is performed. /// \param OpenMPCaptureLevel Capture level within an OpenMP construct. bool isOpenMPCapturedByRef(const ValueDecl *D, unsigned Level, unsigned OpenMPCaptureLevel) const; /// Check if the specified variable is used in one of the private /// clauses (private, firstprivate, lastprivate, reduction etc.) in OpenMP /// constructs. VarDecl *isOpenMPCapturedDecl(ValueDecl *D, bool CheckScopeInfo = false, unsigned StopAt = 0); ExprResult getOpenMPCapturedExpr(VarDecl *Capture, ExprValueKind VK, ExprObjectKind OK, SourceLocation Loc); /// If the current region is a loop-based region, mark the start of the loop /// construct. void startOpenMPLoop(); /// If the current region is a range loop-based region, mark the start of the /// loop construct. void startOpenMPCXXRangeFor(); /// Check if the specified variable is used in 'private' clause. /// \param Level Relative level of nested OpenMP construct for that the check /// is performed. OpenMPClauseKind isOpenMPPrivateDecl(ValueDecl *D, unsigned Level, unsigned CapLevel) const; /// Sets OpenMP capture kind (OMPC_private, OMPC_firstprivate, OMPC_map etc.) /// for \p FD based on DSA for the provided corresponding captured declaration /// \p D. void setOpenMPCaptureKind(FieldDecl *FD, const ValueDecl *D, unsigned Level); /// Check if the specified variable is captured by 'target' directive. /// \param Level Relative level of nested OpenMP construct for that the check /// is performed. bool isOpenMPTargetCapturedDecl(const ValueDecl *D, unsigned Level, unsigned CaptureLevel) const; /// Check if the specified global variable must be captured by outer capture /// regions. /// \param Level Relative level of nested OpenMP construct for that /// the check is performed. bool isOpenMPGlobalCapturedDecl(ValueDecl *D, unsigned Level, unsigned CaptureLevel) const; ExprResult PerformOpenMPImplicitIntegerConversion(SourceLocation OpLoc, Expr *Op); /// Called on start of new data sharing attribute block. void StartOpenMPDSABlock(OpenMPDirectiveKind K, const DeclarationNameInfo &DirName, Scope *CurScope, SourceLocation Loc); /// Start analysis of clauses. void StartOpenMPClause(OpenMPClauseKind K); /// End analysis of clauses. void EndOpenMPClause(); /// Called on end of data sharing attribute block. void EndOpenMPDSABlock(Stmt *CurDirective); /// Check if the current region is an OpenMP loop region and if it is, /// mark loop control variable, used in \p Init for loop initialization, as /// private by default. /// \param Init First part of the for loop. void ActOnOpenMPLoopInitialization(SourceLocation ForLoc, Stmt *Init); // OpenMP directives and clauses. /// Called on correct id-expression from the '#pragma omp /// threadprivate'. ExprResult ActOnOpenMPIdExpression(Scope *CurScope, CXXScopeSpec &ScopeSpec, const DeclarationNameInfo &Id, OpenMPDirectiveKind Kind); /// Called on well-formed '#pragma omp threadprivate'. DeclGroupPtrTy ActOnOpenMPThreadprivateDirective( SourceLocation Loc, ArrayRef<Expr *> VarList); /// Builds a new OpenMPThreadPrivateDecl and checks its correctness. OMPThreadPrivateDecl *CheckOMPThreadPrivateDecl(SourceLocation Loc, ArrayRef<Expr *> VarList); /// Called on well-formed '#pragma omp allocate'. DeclGroupPtrTy ActOnOpenMPAllocateDirective(SourceLocation Loc, ArrayRef<Expr *> VarList, ArrayRef<OMPClause *> Clauses, DeclContext *Owner = nullptr); /// Called on well-formed '#pragma omp [begin] assume[s]'. void ActOnOpenMPAssumesDirective(SourceLocation Loc, OpenMPDirectiveKind DKind, ArrayRef<StringRef> Assumptions, bool SkippedClauses); /// Check if there is an active global `omp begin assumes` directive. bool isInOpenMPAssumeScope() const { return !OMPAssumeScoped.empty(); } /// Check if there is an active global `omp assumes` directive. bool hasGlobalOpenMPAssumes() const { return !OMPAssumeGlobal.empty(); } /// Called on well-formed '#pragma omp end assumes'. void ActOnOpenMPEndAssumesDirective(); /// Called on well-formed '#pragma omp requires'. DeclGroupPtrTy ActOnOpenMPRequiresDirective(SourceLocation Loc, ArrayRef<OMPClause *> ClauseList); /// Check restrictions on Requires directive OMPRequiresDecl *CheckOMPRequiresDecl(SourceLocation Loc, ArrayRef<OMPClause *> Clauses); /// Check if the specified type is allowed to be used in 'omp declare /// reduction' construct. QualType ActOnOpenMPDeclareReductionType(SourceLocation TyLoc, TypeResult ParsedType); /// Called on start of '#pragma omp declare reduction'. DeclGroupPtrTy ActOnOpenMPDeclareReductionDirectiveStart( Scope *S, DeclContext *DC, DeclarationName Name, ArrayRef<std::pair<QualType, SourceLocation>> ReductionTypes, AccessSpecifier AS, Decl *PrevDeclInScope = nullptr); /// Initialize declare reduction construct initializer. void ActOnOpenMPDeclareReductionCombinerStart(Scope *S, Decl *D); /// Finish current declare reduction construct initializer. void ActOnOpenMPDeclareReductionCombinerEnd(Decl *D, Expr *Combiner); /// Initialize declare reduction construct initializer. /// \return omp_priv variable. VarDecl *ActOnOpenMPDeclareReductionInitializerStart(Scope *S, Decl *D); /// Finish current declare reduction construct initializer. void ActOnOpenMPDeclareReductionInitializerEnd(Decl *D, Expr *Initializer, VarDecl *OmpPrivParm); /// Called at the end of '#pragma omp declare reduction'. DeclGroupPtrTy ActOnOpenMPDeclareReductionDirectiveEnd( Scope *S, DeclGroupPtrTy DeclReductions, bool IsValid); /// Check variable declaration in 'omp declare mapper' construct. TypeResult ActOnOpenMPDeclareMapperVarDecl(Scope *S, Declarator &D); /// Check if the specified type is allowed to be used in 'omp declare /// mapper' construct. QualType ActOnOpenMPDeclareMapperType(SourceLocation TyLoc, TypeResult ParsedType); /// Called on start of '#pragma omp declare mapper'. DeclGroupPtrTy ActOnOpenMPDeclareMapperDirective( Scope *S, DeclContext *DC, DeclarationName Name, QualType MapperType, SourceLocation StartLoc, DeclarationName VN, AccessSpecifier AS, Expr *MapperVarRef, ArrayRef<OMPClause *> Clauses, Decl *PrevDeclInScope = nullptr); /// Build the mapper variable of '#pragma omp declare mapper'. ExprResult ActOnOpenMPDeclareMapperDirectiveVarDecl(Scope *S, QualType MapperType, SourceLocation StartLoc, DeclarationName VN); bool isOpenMPDeclareMapperVarDeclAllowed(const VarDecl *VD) const; const ValueDecl *getOpenMPDeclareMapperVarName() const; /// Called on the start of target region i.e. '#pragma omp declare target'. bool ActOnStartOpenMPDeclareTargetDirective(SourceLocation Loc); /// Called at the end of target region i.e. '#pragme omp end declare target'. void ActOnFinishOpenMPDeclareTargetDirective(); /// Searches for the provided declaration name for OpenMP declare target /// directive. NamedDecl * lookupOpenMPDeclareTargetName(Scope *CurScope, CXXScopeSpec &ScopeSpec, const DeclarationNameInfo &Id, NamedDeclSetType &SameDirectiveDecls); /// Called on correct id-expression from the '#pragma omp declare target'. void ActOnOpenMPDeclareTargetName(NamedDecl *ND, SourceLocation Loc, OMPDeclareTargetDeclAttr::MapTypeTy MT, OMPDeclareTargetDeclAttr::DevTypeTy DT); /// Check declaration inside target region. void checkDeclIsAllowedInOpenMPTarget(Expr *E, Decl *D, SourceLocation IdLoc = SourceLocation()); /// Finishes analysis of the deferred functions calls that may be declared as /// host/nohost during device/host compilation. void finalizeOpenMPDelayedAnalysis(const FunctionDecl *Caller, const FunctionDecl *Callee, SourceLocation Loc); /// Return true inside OpenMP declare target region. bool isInOpenMPDeclareTargetContext() const { return !DeclareTargetNesting.empty(); } /// Return true inside OpenMP target region. bool isInOpenMPTargetExecutionDirective() const; /// Return the number of captured regions created for an OpenMP directive. static int getOpenMPCaptureLevels(OpenMPDirectiveKind Kind); /// Initialization of captured region for OpenMP region. void ActOnOpenMPRegionStart(OpenMPDirectiveKind DKind, Scope *CurScope); /// End of OpenMP region. /// /// \param S Statement associated with the current OpenMP region. /// \param Clauses List of clauses for the current OpenMP region. /// /// \returns Statement for finished OpenMP region. StmtResult ActOnOpenMPRegionEnd(StmtResult S, ArrayRef<OMPClause *> Clauses); StmtResult ActOnOpenMPExecutableDirective( OpenMPDirectiveKind Kind, const DeclarationNameInfo &DirName, OpenMPDirectiveKind CancelRegion, ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp parallel' after parsing /// of the associated statement. StmtResult ActOnOpenMPParallelDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc); using VarsWithInheritedDSAType = llvm::SmallDenseMap<const ValueDecl *, const Expr *, 4>; /// Called on well-formed '\#pragma omp simd' after parsing /// of the associated statement. StmtResult ActOnOpenMPSimdDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp for' after parsing /// of the associated statement. StmtResult ActOnOpenMPForDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp for simd' after parsing /// of the associated statement. StmtResult ActOnOpenMPForSimdDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp sections' after parsing /// of the associated statement. StmtResult ActOnOpenMPSectionsDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp section' after parsing of the /// associated statement. StmtResult ActOnOpenMPSectionDirective(Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp single' after parsing of the /// associated statement. StmtResult ActOnOpenMPSingleDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp master' after parsing of the /// associated statement. StmtResult ActOnOpenMPMasterDirective(Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp critical' after parsing of the /// associated statement. StmtResult ActOnOpenMPCriticalDirective(const DeclarationNameInfo &DirName, ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp parallel for' after parsing /// of the associated statement. StmtResult ActOnOpenMPParallelForDirective( ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp parallel for simd' after /// parsing of the associated statement. StmtResult ActOnOpenMPParallelForSimdDirective( ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp parallel master' after /// parsing of the associated statement. StmtResult ActOnOpenMPParallelMasterDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp parallel sections' after /// parsing of the associated statement. StmtResult ActOnOpenMPParallelSectionsDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp task' after parsing of the /// associated statement. StmtResult ActOnOpenMPTaskDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp taskyield'. StmtResult ActOnOpenMPTaskyieldDirective(SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp barrier'. StmtResult ActOnOpenMPBarrierDirective(SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp taskwait'. StmtResult ActOnOpenMPTaskwaitDirective(SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp taskgroup'. StmtResult ActOnOpenMPTaskgroupDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp flush'. StmtResult ActOnOpenMPFlushDirective(ArrayRef<OMPClause *> Clauses, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp depobj'. StmtResult ActOnOpenMPDepobjDirective(ArrayRef<OMPClause *> Clauses, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp scan'. StmtResult ActOnOpenMPScanDirective(ArrayRef<OMPClause *> Clauses, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp ordered' after parsing of the /// associated statement. StmtResult ActOnOpenMPOrderedDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp atomic' after parsing of the /// associated statement. StmtResult ActOnOpenMPAtomicDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp target' after parsing of the /// associated statement. StmtResult ActOnOpenMPTargetDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp target data' after parsing of /// the associated statement. StmtResult ActOnOpenMPTargetDataDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp target enter data' after /// parsing of the associated statement. StmtResult ActOnOpenMPTargetEnterDataDirective(ArrayRef<OMPClause *> Clauses, SourceLocation StartLoc, SourceLocation EndLoc, Stmt *AStmt); /// Called on well-formed '\#pragma omp target exit data' after /// parsing of the associated statement. StmtResult ActOnOpenMPTargetExitDataDirective(ArrayRef<OMPClause *> Clauses, SourceLocation StartLoc, SourceLocation EndLoc, Stmt *AStmt); /// Called on well-formed '\#pragma omp target parallel' after /// parsing of the associated statement. StmtResult ActOnOpenMPTargetParallelDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp target parallel for' after /// parsing of the associated statement. StmtResult ActOnOpenMPTargetParallelForDirective( ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp teams' after parsing of the /// associated statement. StmtResult ActOnOpenMPTeamsDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp cancellation point'. StmtResult ActOnOpenMPCancellationPointDirective(SourceLocation StartLoc, SourceLocation EndLoc, OpenMPDirectiveKind CancelRegion); /// Called on well-formed '\#pragma omp cancel'. StmtResult ActOnOpenMPCancelDirective(ArrayRef<OMPClause *> Clauses, SourceLocation StartLoc, SourceLocation EndLoc, OpenMPDirectiveKind CancelRegion); /// Called on well-formed '\#pragma omp taskloop' after parsing of the /// associated statement. StmtResult ActOnOpenMPTaskLoopDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp taskloop simd' after parsing of /// the associated statement. StmtResult ActOnOpenMPTaskLoopSimdDirective( ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp master taskloop' after parsing of the /// associated statement. StmtResult ActOnOpenMPMasterTaskLoopDirective( ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp master taskloop simd' after parsing of /// the associated statement. StmtResult ActOnOpenMPMasterTaskLoopSimdDirective( ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp parallel master taskloop' after /// parsing of the associated statement. StmtResult ActOnOpenMPParallelMasterTaskLoopDirective( ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp parallel master taskloop simd' after /// parsing of the associated statement. StmtResult ActOnOpenMPParallelMasterTaskLoopSimdDirective( ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp distribute' after parsing /// of the associated statement. StmtResult ActOnOpenMPDistributeDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp target update'. StmtResult ActOnOpenMPTargetUpdateDirective(ArrayRef<OMPClause *> Clauses, SourceLocation StartLoc, SourceLocation EndLoc, Stmt *AStmt); /// Called on well-formed '\#pragma omp distribute parallel for' after /// parsing of the associated statement. StmtResult ActOnOpenMPDistributeParallelForDirective( ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp distribute parallel for simd' /// after parsing of the associated statement. StmtResult ActOnOpenMPDistributeParallelForSimdDirective( ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp distribute simd' after /// parsing of the associated statement. StmtResult ActOnOpenMPDistributeSimdDirective( ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp target parallel for simd' after /// parsing of the associated statement. StmtResult ActOnOpenMPTargetParallelForSimdDirective( ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp target simd' after parsing of /// the associated statement. StmtResult ActOnOpenMPTargetSimdDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp teams distribute' after parsing of /// the associated statement. StmtResult ActOnOpenMPTeamsDistributeDirective( ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp teams distribute simd' after parsing /// of the associated statement. StmtResult ActOnOpenMPTeamsDistributeSimdDirective( ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp teams distribute parallel for simd' /// after parsing of the associated statement. StmtResult ActOnOpenMPTeamsDistributeParallelForSimdDirective( ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp teams distribute parallel for' /// after parsing of the associated statement. StmtResult ActOnOpenMPTeamsDistributeParallelForDirective( ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp target teams' after parsing of the /// associated statement. StmtResult ActOnOpenMPTargetTeamsDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp target teams distribute' after parsing /// of the associated statement. StmtResult ActOnOpenMPTargetTeamsDistributeDirective( ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp target teams distribute parallel for' /// after parsing of the associated statement. StmtResult ActOnOpenMPTargetTeamsDistributeParallelForDirective( ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp target teams distribute parallel for /// simd' after parsing of the associated statement. StmtResult ActOnOpenMPTargetTeamsDistributeParallelForSimdDirective( ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp target teams distribute simd' after /// parsing of the associated statement. StmtResult ActOnOpenMPTargetTeamsDistributeSimdDirective( ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Checks correctness of linear modifiers. bool CheckOpenMPLinearModifier(OpenMPLinearClauseKind LinKind, SourceLocation LinLoc); /// Checks that the specified declaration matches requirements for the linear /// decls. bool CheckOpenMPLinearDecl(const ValueDecl *D, SourceLocation ELoc, OpenMPLinearClauseKind LinKind, QualType Type, bool IsDeclareSimd = false); /// Called on well-formed '\#pragma omp declare simd' after parsing of /// the associated method/function. DeclGroupPtrTy ActOnOpenMPDeclareSimdDirective( DeclGroupPtrTy DG, OMPDeclareSimdDeclAttr::BranchStateTy BS, Expr *Simdlen, ArrayRef<Expr *> Uniforms, ArrayRef<Expr *> Aligneds, ArrayRef<Expr *> Alignments, ArrayRef<Expr *> Linears, ArrayRef<unsigned> LinModifiers, ArrayRef<Expr *> Steps, SourceRange SR); /// Checks '\#pragma omp declare variant' variant function and original /// functions after parsing of the associated method/function. /// \param DG Function declaration to which declare variant directive is /// applied to. /// \param VariantRef Expression that references the variant function, which /// must be used instead of the original one, specified in \p DG. /// \param TI The trait info object representing the match clause. /// \returns None, if the function/variant function are not compatible with /// the pragma, pair of original function/variant ref expression otherwise. Optional<std::pair<FunctionDecl *, Expr *>> checkOpenMPDeclareVariantFunction(DeclGroupPtrTy DG, Expr *VariantRef, OMPTraitInfo &TI, SourceRange SR); /// Called on well-formed '\#pragma omp declare variant' after parsing of /// the associated method/function. /// \param FD Function declaration to which declare variant directive is /// applied to. /// \param VariantRef Expression that references the variant function, which /// must be used instead of the original one, specified in \p DG. /// \param TI The context traits associated with the function variant. void ActOnOpenMPDeclareVariantDirective(FunctionDecl *FD, Expr *VariantRef, OMPTraitInfo &TI, SourceRange SR); OMPClause *ActOnOpenMPSingleExprClause(OpenMPClauseKind Kind, Expr *Expr, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'allocator' clause. OMPClause *ActOnOpenMPAllocatorClause(Expr *Allocator, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'if' clause. OMPClause *ActOnOpenMPIfClause(OpenMPDirectiveKind NameModifier, Expr *Condition, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation NameModifierLoc, SourceLocation ColonLoc, SourceLocation EndLoc); /// Called on well-formed 'final' clause. OMPClause *ActOnOpenMPFinalClause(Expr *Condition, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'num_threads' clause. OMPClause *ActOnOpenMPNumThreadsClause(Expr *NumThreads, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'safelen' clause. OMPClause *ActOnOpenMPSafelenClause(Expr *Length, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'simdlen' clause. OMPClause *ActOnOpenMPSimdlenClause(Expr *Length, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'collapse' clause. OMPClause *ActOnOpenMPCollapseClause(Expr *NumForLoops, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'ordered' clause. OMPClause * ActOnOpenMPOrderedClause(SourceLocation StartLoc, SourceLocation EndLoc, SourceLocation LParenLoc = SourceLocation(), Expr *NumForLoops = nullptr); /// Called on well-formed 'grainsize' clause. OMPClause *ActOnOpenMPGrainsizeClause(Expr *Size, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'num_tasks' clause. OMPClause *ActOnOpenMPNumTasksClause(Expr *NumTasks, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'hint' clause. OMPClause *ActOnOpenMPHintClause(Expr *Hint, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'detach' clause. OMPClause *ActOnOpenMPDetachClause(Expr *Evt, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); OMPClause *ActOnOpenMPSimpleClause(OpenMPClauseKind Kind, unsigned Argument, SourceLocation ArgumentLoc, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'default' clause. OMPClause *ActOnOpenMPDefaultClause(llvm::omp::DefaultKind Kind, SourceLocation KindLoc, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'proc_bind' clause. OMPClause *ActOnOpenMPProcBindClause(llvm::omp::ProcBindKind Kind, SourceLocation KindLoc, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'order' clause. OMPClause *ActOnOpenMPOrderClause(OpenMPOrderClauseKind Kind, SourceLocation KindLoc, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'update' clause. OMPClause *ActOnOpenMPUpdateClause(OpenMPDependClauseKind Kind, SourceLocation KindLoc, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); OMPClause *ActOnOpenMPSingleExprWithArgClause( OpenMPClauseKind Kind, ArrayRef<unsigned> Arguments, Expr *Expr, SourceLocation StartLoc, SourceLocation LParenLoc, ArrayRef<SourceLocation> ArgumentsLoc, SourceLocation DelimLoc, SourceLocation EndLoc); /// Called on well-formed 'schedule' clause. OMPClause *ActOnOpenMPScheduleClause( OpenMPScheduleClauseModifier M1, OpenMPScheduleClauseModifier M2, OpenMPScheduleClauseKind Kind, Expr *ChunkSize, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation M1Loc, SourceLocation M2Loc, SourceLocation KindLoc, SourceLocation CommaLoc, SourceLocation EndLoc); OMPClause *ActOnOpenMPClause(OpenMPClauseKind Kind, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed 'nowait' clause. OMPClause *ActOnOpenMPNowaitClause(SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed 'untied' clause. OMPClause *ActOnOpenMPUntiedClause(SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed 'mergeable' clause. OMPClause *ActOnOpenMPMergeableClause(SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed 'read' clause. OMPClause *ActOnOpenMPReadClause(SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed 'write' clause. OMPClause *ActOnOpenMPWriteClause(SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed 'update' clause. OMPClause *ActOnOpenMPUpdateClause(SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed 'capture' clause. OMPClause *ActOnOpenMPCaptureClause(SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed 'seq_cst' clause. OMPClause *ActOnOpenMPSeqCstClause(SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed 'acq_rel' clause. OMPClause *ActOnOpenMPAcqRelClause(SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed 'acquire' clause. OMPClause *ActOnOpenMPAcquireClause(SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed 'release' clause. OMPClause *ActOnOpenMPReleaseClause(SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed 'relaxed' clause. OMPClause *ActOnOpenMPRelaxedClause(SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed 'destroy' clause. OMPClause *ActOnOpenMPDestroyClause(SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed 'threads' clause. OMPClause *ActOnOpenMPThreadsClause(SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed 'simd' clause. OMPClause *ActOnOpenMPSIMDClause(SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed 'nogroup' clause. OMPClause *ActOnOpenMPNogroupClause(SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed 'unified_address' clause. OMPClause *ActOnOpenMPUnifiedAddressClause(SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed 'unified_address' clause. OMPClause *ActOnOpenMPUnifiedSharedMemoryClause(SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed 'reverse_offload' clause. OMPClause *ActOnOpenMPReverseOffloadClause(SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed 'dynamic_allocators' clause. OMPClause *ActOnOpenMPDynamicAllocatorsClause(SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed 'atomic_default_mem_order' clause. OMPClause *ActOnOpenMPAtomicDefaultMemOrderClause( OpenMPAtomicDefaultMemOrderClauseKind Kind, SourceLocation KindLoc, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); OMPClause *ActOnOpenMPVarListClause( OpenMPClauseKind Kind, ArrayRef<Expr *> Vars, Expr *DepModOrTailExpr, const OMPVarListLocTy &Locs, SourceLocation ColonLoc, CXXScopeSpec &ReductionOrMapperIdScopeSpec, DeclarationNameInfo &ReductionOrMapperId, int ExtraModifier, ArrayRef<OpenMPMapModifierKind> MapTypeModifiers, ArrayRef<SourceLocation> MapTypeModifiersLoc, bool IsMapTypeImplicit, SourceLocation ExtraModifierLoc, ArrayRef<OpenMPMotionModifierKind> MotionModifiers, ArrayRef<SourceLocation> MotionModifiersLoc); /// Called on well-formed 'inclusive' clause. OMPClause *ActOnOpenMPInclusiveClause(ArrayRef<Expr *> VarList, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'exclusive' clause. OMPClause *ActOnOpenMPExclusiveClause(ArrayRef<Expr *> VarList, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'allocate' clause. OMPClause * ActOnOpenMPAllocateClause(Expr *Allocator, ArrayRef<Expr *> VarList, SourceLocation StartLoc, SourceLocation ColonLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'private' clause. OMPClause *ActOnOpenMPPrivateClause(ArrayRef<Expr *> VarList, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'firstprivate' clause. OMPClause *ActOnOpenMPFirstprivateClause(ArrayRef<Expr *> VarList, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'lastprivate' clause. OMPClause *ActOnOpenMPLastprivateClause( ArrayRef<Expr *> VarList, OpenMPLastprivateModifier LPKind, SourceLocation LPKindLoc, SourceLocation ColonLoc, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'shared' clause. OMPClause *ActOnOpenMPSharedClause(ArrayRef<Expr *> VarList, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'reduction' clause. OMPClause *ActOnOpenMPReductionClause( ArrayRef<Expr *> VarList, OpenMPReductionClauseModifier Modifier, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation ModifierLoc, SourceLocation ColonLoc, SourceLocation EndLoc, CXXScopeSpec &ReductionIdScopeSpec, const DeclarationNameInfo &ReductionId, ArrayRef<Expr *> UnresolvedReductions = llvm::None); /// Called on well-formed 'task_reduction' clause. OMPClause *ActOnOpenMPTaskReductionClause( ArrayRef<Expr *> VarList, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation ColonLoc, SourceLocation EndLoc, CXXScopeSpec &ReductionIdScopeSpec, const DeclarationNameInfo &ReductionId, ArrayRef<Expr *> UnresolvedReductions = llvm::None); /// Called on well-formed 'in_reduction' clause. OMPClause *ActOnOpenMPInReductionClause( ArrayRef<Expr *> VarList, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation ColonLoc, SourceLocation EndLoc, CXXScopeSpec &ReductionIdScopeSpec, const DeclarationNameInfo &ReductionId, ArrayRef<Expr *> UnresolvedReductions = llvm::None); /// Called on well-formed 'linear' clause. OMPClause * ActOnOpenMPLinearClause(ArrayRef<Expr *> VarList, Expr *Step, SourceLocation StartLoc, SourceLocation LParenLoc, OpenMPLinearClauseKind LinKind, SourceLocation LinLoc, SourceLocation ColonLoc, SourceLocation EndLoc); /// Called on well-formed 'aligned' clause. OMPClause *ActOnOpenMPAlignedClause(ArrayRef<Expr *> VarList, Expr *Alignment, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation ColonLoc, SourceLocation EndLoc); /// Called on well-formed 'copyin' clause. OMPClause *ActOnOpenMPCopyinClause(ArrayRef<Expr *> VarList, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'copyprivate' clause. OMPClause *ActOnOpenMPCopyprivateClause(ArrayRef<Expr *> VarList, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'flush' pseudo clause. OMPClause *ActOnOpenMPFlushClause(ArrayRef<Expr *> VarList, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'depobj' pseudo clause. OMPClause *ActOnOpenMPDepobjClause(Expr *Depobj, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'depend' clause. OMPClause * ActOnOpenMPDependClause(Expr *DepModifier, OpenMPDependClauseKind DepKind, SourceLocation DepLoc, SourceLocation ColonLoc, ArrayRef<Expr *> VarList, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'device' clause. OMPClause *ActOnOpenMPDeviceClause(OpenMPDeviceClauseModifier Modifier, Expr *Device, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation ModifierLoc, SourceLocation EndLoc); /// Called on well-formed 'map' clause. OMPClause * ActOnOpenMPMapClause(ArrayRef<OpenMPMapModifierKind> MapTypeModifiers, ArrayRef<SourceLocation> MapTypeModifiersLoc, CXXScopeSpec &MapperIdScopeSpec, DeclarationNameInfo &MapperId, OpenMPMapClauseKind MapType, bool IsMapTypeImplicit, SourceLocation MapLoc, SourceLocation ColonLoc, ArrayRef<Expr *> VarList, const OMPVarListLocTy &Locs, ArrayRef<Expr *> UnresolvedMappers = llvm::None); /// Called on well-formed 'num_teams' clause. OMPClause *ActOnOpenMPNumTeamsClause(Expr *NumTeams, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'thread_limit' clause. OMPClause *ActOnOpenMPThreadLimitClause(Expr *ThreadLimit, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'priority' clause. OMPClause *ActOnOpenMPPriorityClause(Expr *Priority, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'dist_schedule' clause. OMPClause *ActOnOpenMPDistScheduleClause( OpenMPDistScheduleClauseKind Kind, Expr *ChunkSize, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation KindLoc, SourceLocation CommaLoc, SourceLocation EndLoc); /// Called on well-formed 'defaultmap' clause. OMPClause *ActOnOpenMPDefaultmapClause( OpenMPDefaultmapClauseModifier M, OpenMPDefaultmapClauseKind Kind, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation MLoc, SourceLocation KindLoc, SourceLocation EndLoc); /// Called on well-formed 'to' clause. OMPClause * ActOnOpenMPToClause(ArrayRef<OpenMPMotionModifierKind> MotionModifiers, ArrayRef<SourceLocation> MotionModifiersLoc, CXXScopeSpec &MapperIdScopeSpec, DeclarationNameInfo &MapperId, SourceLocation ColonLoc, ArrayRef<Expr *> VarList, const OMPVarListLocTy &Locs, ArrayRef<Expr *> UnresolvedMappers = llvm::None); /// Called on well-formed 'from' clause. OMPClause * ActOnOpenMPFromClause(ArrayRef<OpenMPMotionModifierKind> MotionModifiers, ArrayRef<SourceLocation> MotionModifiersLoc, CXXScopeSpec &MapperIdScopeSpec, DeclarationNameInfo &MapperId, SourceLocation ColonLoc, ArrayRef<Expr *> VarList, const OMPVarListLocTy &Locs, ArrayRef<Expr *> UnresolvedMappers = llvm::None); /// Called on well-formed 'use_device_ptr' clause. OMPClause *ActOnOpenMPUseDevicePtrClause(ArrayRef<Expr *> VarList, const OMPVarListLocTy &Locs); /// Called on well-formed 'use_device_addr' clause. OMPClause *ActOnOpenMPUseDeviceAddrClause(ArrayRef<Expr *> VarList, const OMPVarListLocTy &Locs); /// Called on well-formed 'is_device_ptr' clause. OMPClause *ActOnOpenMPIsDevicePtrClause(ArrayRef<Expr *> VarList, const OMPVarListLocTy &Locs); /// Called on well-formed 'nontemporal' clause. OMPClause *ActOnOpenMPNontemporalClause(ArrayRef<Expr *> VarList, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Data for list of allocators. struct UsesAllocatorsData { /// Allocator. Expr *Allocator = nullptr; /// Allocator traits. Expr *AllocatorTraits = nullptr; /// Locations of '(' and ')' symbols. SourceLocation LParenLoc, RParenLoc; }; /// Called on well-formed 'uses_allocators' clause. OMPClause *ActOnOpenMPUsesAllocatorClause(SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc, ArrayRef<UsesAllocatorsData> Data); /// Called on well-formed 'affinity' clause. OMPClause *ActOnOpenMPAffinityClause(SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation ColonLoc, SourceLocation EndLoc, Expr *Modifier, ArrayRef<Expr *> Locators); /// The kind of conversion being performed. enum CheckedConversionKind { /// An implicit conversion. CCK_ImplicitConversion, /// A C-style cast. CCK_CStyleCast, /// A functional-style cast. CCK_FunctionalCast, /// A cast other than a C-style cast. CCK_OtherCast, /// A conversion for an operand of a builtin overloaded operator. CCK_ForBuiltinOverloadedOp }; static bool isCast(CheckedConversionKind CCK) { return CCK == CCK_CStyleCast || CCK == CCK_FunctionalCast || CCK == CCK_OtherCast; } /// ImpCastExprToType - If Expr is not of type 'Type', insert an implicit /// cast. If there is already an implicit cast, merge into the existing one. /// If isLvalue, the result of the cast is an lvalue. ExprResult ImpCastExprToType(Expr *E, QualType Type, CastKind CK, ExprValueKind VK = VK_RValue, const CXXCastPath *BasePath = nullptr, CheckedConversionKind CCK = CCK_ImplicitConversion); /// ScalarTypeToBooleanCastKind - Returns the cast kind corresponding /// to the conversion from scalar type ScalarTy to the Boolean type. static CastKind ScalarTypeToBooleanCastKind(QualType ScalarTy); /// IgnoredValueConversions - Given that an expression's result is /// syntactically ignored, perform any conversions that are /// required. ExprResult IgnoredValueConversions(Expr *E); // UsualUnaryConversions - promotes integers (C99 6.3.1.1p2) and converts // functions and arrays to their respective pointers (C99 6.3.2.1). ExprResult UsualUnaryConversions(Expr *E); /// CallExprUnaryConversions - a special case of an unary conversion /// performed on a function designator of a call expression. ExprResult CallExprUnaryConversions(Expr *E); // DefaultFunctionArrayConversion - converts functions and arrays // to their respective pointers (C99 6.3.2.1). ExprResult DefaultFunctionArrayConversion(Expr *E, bool Diagnose = true); // DefaultFunctionArrayLvalueConversion - converts functions and // arrays to their respective pointers and performs the // lvalue-to-rvalue conversion. ExprResult DefaultFunctionArrayLvalueConversion(Expr *E, bool Diagnose = true); // DefaultLvalueConversion - performs lvalue-to-rvalue conversion on // the operand. This function is a no-op if the operand has a function type // or an array type. ExprResult DefaultLvalueConversion(Expr *E); // DefaultArgumentPromotion (C99 6.5.2.2p6). Used for function calls that // do not have a prototype. Integer promotions are performed on each // argument, and arguments that have type float are promoted to double. ExprResult DefaultArgumentPromotion(Expr *E); /// If \p E is a prvalue denoting an unmaterialized temporary, materialize /// it as an xvalue. In C++98, the result will still be a prvalue, because /// we don't have xvalues there. ExprResult TemporaryMaterializationConversion(Expr *E); // Used for emitting the right warning by DefaultVariadicArgumentPromotion enum VariadicCallType { VariadicFunction, VariadicBlock, VariadicMethod, VariadicConstructor, VariadicDoesNotApply }; VariadicCallType getVariadicCallType(FunctionDecl *FDecl, const FunctionProtoType *Proto, Expr *Fn); // Used for determining in which context a type is allowed to be passed to a // vararg function. enum VarArgKind { VAK_Valid, VAK_ValidInCXX11, VAK_Undefined, VAK_MSVCUndefined, VAK_Invalid }; // Determines which VarArgKind fits an expression. VarArgKind isValidVarArgType(const QualType &Ty); /// Check to see if the given expression is a valid argument to a variadic /// function, issuing a diagnostic if not. void checkVariadicArgument(const Expr *E, VariadicCallType CT); /// Check to see if a given expression could have '.c_str()' called on it. bool hasCStrMethod(const Expr *E); /// GatherArgumentsForCall - Collector argument expressions for various /// form of call prototypes. bool GatherArgumentsForCall(SourceLocation CallLoc, FunctionDecl *FDecl, const FunctionProtoType *Proto, unsigned FirstParam, ArrayRef<Expr *> Args, SmallVectorImpl<Expr *> &AllArgs, VariadicCallType CallType = VariadicDoesNotApply, bool AllowExplicit = false, bool IsListInitialization = false); // DefaultVariadicArgumentPromotion - Like DefaultArgumentPromotion, but // will create a runtime trap if the resulting type is not a POD type. ExprResult DefaultVariadicArgumentPromotion(Expr *E, VariadicCallType CT, FunctionDecl *FDecl); /// Context in which we're performing a usual arithmetic conversion. enum ArithConvKind { /// An arithmetic operation. ACK_Arithmetic, /// A bitwise operation. ACK_BitwiseOp, /// A comparison. ACK_Comparison, /// A conditional (?:) operator. ACK_Conditional, /// A compound assignment expression. ACK_CompAssign, }; // UsualArithmeticConversions - performs the UsualUnaryConversions on it's // operands and then handles various conversions that are common to binary // operators (C99 6.3.1.8). If both operands aren't arithmetic, this // routine returns the first non-arithmetic type found. The client is // responsible for emitting appropriate error diagnostics. QualType UsualArithmeticConversions(ExprResult &LHS, ExprResult &RHS, SourceLocation Loc, ArithConvKind ACK); /// AssignConvertType - All of the 'assignment' semantic checks return this /// enum to indicate whether the assignment was allowed. These checks are /// done for simple assignments, as well as initialization, return from /// function, argument passing, etc. The query is phrased in terms of a /// source and destination type. enum AssignConvertType { /// Compatible - the types are compatible according to the standard. Compatible, /// PointerToInt - The assignment converts a pointer to an int, which we /// accept as an extension. PointerToInt, /// IntToPointer - The assignment converts an int to a pointer, which we /// accept as an extension. IntToPointer, /// FunctionVoidPointer - The assignment is between a function pointer and /// void*, which the standard doesn't allow, but we accept as an extension. FunctionVoidPointer, /// IncompatiblePointer - The assignment is between two pointers types that /// are not compatible, but we accept them as an extension. IncompatiblePointer, /// IncompatibleFunctionPointer - The assignment is between two function /// pointers types that are not compatible, but we accept them as an /// extension. IncompatibleFunctionPointer, /// IncompatiblePointerSign - The assignment is between two pointers types /// which point to integers which have a different sign, but are otherwise /// identical. This is a subset of the above, but broken out because it's by /// far the most common case of incompatible pointers. IncompatiblePointerSign, /// CompatiblePointerDiscardsQualifiers - The assignment discards /// c/v/r qualifiers, which we accept as an extension. CompatiblePointerDiscardsQualifiers, /// IncompatiblePointerDiscardsQualifiers - The assignment /// discards qualifiers that we don't permit to be discarded, /// like address spaces. IncompatiblePointerDiscardsQualifiers, /// IncompatibleNestedPointerAddressSpaceMismatch - The assignment /// changes address spaces in nested pointer types which is not allowed. /// For instance, converting __private int ** to __generic int ** is /// illegal even though __private could be converted to __generic. IncompatibleNestedPointerAddressSpaceMismatch, /// IncompatibleNestedPointerQualifiers - The assignment is between two /// nested pointer types, and the qualifiers other than the first two /// levels differ e.g. char ** -> const char **, but we accept them as an /// extension. IncompatibleNestedPointerQualifiers, /// IncompatibleVectors - The assignment is between two vector types that /// have the same size, which we accept as an extension. IncompatibleVectors, /// IntToBlockPointer - The assignment converts an int to a block /// pointer. We disallow this. IntToBlockPointer, /// IncompatibleBlockPointer - The assignment is between two block /// pointers types that are not compatible. IncompatibleBlockPointer, /// IncompatibleObjCQualifiedId - The assignment is between a qualified /// id type and something else (that is incompatible with it). For example, /// "id <XXX>" = "Foo *", where "Foo *" doesn't implement the XXX protocol. IncompatibleObjCQualifiedId, /// IncompatibleObjCWeakRef - Assigning a weak-unavailable object to an /// object with __weak qualifier. IncompatibleObjCWeakRef, /// Incompatible - We reject this conversion outright, it is invalid to /// represent it in the AST. Incompatible }; /// DiagnoseAssignmentResult - Emit a diagnostic, if required, for the /// assignment conversion type specified by ConvTy. This returns true if the /// conversion was invalid or false if the conversion was accepted. bool DiagnoseAssignmentResult(AssignConvertType ConvTy, SourceLocation Loc, QualType DstType, QualType SrcType, Expr *SrcExpr, AssignmentAction Action, bool *Complained = nullptr); /// IsValueInFlagEnum - Determine if a value is allowed as part of a flag /// enum. If AllowMask is true, then we also allow the complement of a valid /// value, to be used as a mask. bool IsValueInFlagEnum(const EnumDecl *ED, const llvm::APInt &Val, bool AllowMask) const; /// DiagnoseAssignmentEnum - Warn if assignment to enum is a constant /// integer not in the range of enum values. void DiagnoseAssignmentEnum(QualType DstType, QualType SrcType, Expr *SrcExpr); /// CheckAssignmentConstraints - Perform type checking for assignment, /// argument passing, variable initialization, and function return values. /// C99 6.5.16. AssignConvertType CheckAssignmentConstraints(SourceLocation Loc, QualType LHSType, QualType RHSType); /// Check assignment constraints and optionally prepare for a conversion of /// the RHS to the LHS type. The conversion is prepared for if ConvertRHS /// is true. AssignConvertType CheckAssignmentConstraints(QualType LHSType, ExprResult &RHS, CastKind &Kind, bool ConvertRHS = true); /// Check assignment constraints for an assignment of RHS to LHSType. /// /// \param LHSType The destination type for the assignment. /// \param RHS The source expression for the assignment. /// \param Diagnose If \c true, diagnostics may be produced when checking /// for assignability. If a diagnostic is produced, \p RHS will be /// set to ExprError(). Note that this function may still return /// without producing a diagnostic, even for an invalid assignment. /// \param DiagnoseCFAudited If \c true, the target is a function parameter /// in an audited Core Foundation API and does not need to be checked /// for ARC retain issues. /// \param ConvertRHS If \c true, \p RHS will be updated to model the /// conversions necessary to perform the assignment. If \c false, /// \p Diagnose must also be \c false. AssignConvertType CheckSingleAssignmentConstraints( QualType LHSType, ExprResult &RHS, bool Diagnose = true, bool DiagnoseCFAudited = false, bool ConvertRHS = true); // If the lhs type is a transparent union, check whether we // can initialize the transparent union with the given expression. AssignConvertType CheckTransparentUnionArgumentConstraints(QualType ArgType, ExprResult &RHS); bool IsStringLiteralToNonConstPointerConversion(Expr *From, QualType ToType); bool CheckExceptionSpecCompatibility(Expr *From, QualType ToType); ExprResult PerformImplicitConversion(Expr *From, QualType ToType, AssignmentAction Action, bool AllowExplicit = false); ExprResult PerformImplicitConversion(Expr *From, QualType ToType, const ImplicitConversionSequence& ICS, AssignmentAction Action, CheckedConversionKind CCK = CCK_ImplicitConversion); ExprResult PerformImplicitConversion(Expr *From, QualType ToType, const StandardConversionSequence& SCS, AssignmentAction Action, CheckedConversionKind CCK); ExprResult PerformQualificationConversion( Expr *E, QualType Ty, ExprValueKind VK = VK_RValue, CheckedConversionKind CCK = CCK_ImplicitConversion); /// the following "Check" methods will return a valid/converted QualType /// or a null QualType (indicating an error diagnostic was issued). /// type checking binary operators (subroutines of CreateBuiltinBinOp). QualType InvalidOperands(SourceLocation Loc, ExprResult &LHS, ExprResult &RHS); QualType InvalidLogicalVectorOperands(SourceLocation Loc, ExprResult &LHS, ExprResult &RHS); QualType CheckPointerToMemberOperands( // C++ 5.5 ExprResult &LHS, ExprResult &RHS, ExprValueKind &VK, SourceLocation OpLoc, bool isIndirect); QualType CheckMultiplyDivideOperands( // C99 6.5.5 ExprResult &LHS, ExprResult &RHS, SourceLocation Loc, bool IsCompAssign, bool IsDivide); QualType CheckRemainderOperands( // C99 6.5.5 ExprResult &LHS, ExprResult &RHS, SourceLocation Loc, bool IsCompAssign = false); QualType CheckAdditionOperands( // C99 6.5.6 ExprResult &LHS, ExprResult &RHS, SourceLocation Loc, BinaryOperatorKind Opc, QualType* CompLHSTy = nullptr); QualType CheckSubtractionOperands( // C99 6.5.6 ExprResult &LHS, ExprResult &RHS, SourceLocation Loc, QualType* CompLHSTy = nullptr); QualType CheckShiftOperands( // C99 6.5.7 ExprResult &LHS, ExprResult &RHS, SourceLocation Loc, BinaryOperatorKind Opc, bool IsCompAssign = false); void CheckPtrComparisonWithNullChar(ExprResult &E, ExprResult &NullE); QualType CheckCompareOperands( // C99 6.5.8/9 ExprResult &LHS, ExprResult &RHS, SourceLocation Loc, BinaryOperatorKind Opc); QualType CheckBitwiseOperands( // C99 6.5.[10...12] ExprResult &LHS, ExprResult &RHS, SourceLocation Loc, BinaryOperatorKind Opc); QualType CheckLogicalOperands( // C99 6.5.[13,14] ExprResult &LHS, ExprResult &RHS, SourceLocation Loc, BinaryOperatorKind Opc); // CheckAssignmentOperands is used for both simple and compound assignment. // For simple assignment, pass both expressions and a null converted type. // For compound assignment, pass both expressions and the converted type. QualType CheckAssignmentOperands( // C99 6.5.16.[1,2] Expr *LHSExpr, ExprResult &RHS, SourceLocation Loc, QualType CompoundType); ExprResult checkPseudoObjectIncDec(Scope *S, SourceLocation OpLoc, UnaryOperatorKind Opcode, Expr *Op); ExprResult checkPseudoObjectAssignment(Scope *S, SourceLocation OpLoc, BinaryOperatorKind Opcode, Expr *LHS, Expr *RHS); ExprResult checkPseudoObjectRValue(Expr *E); Expr *recreateSyntacticForm(PseudoObjectExpr *E); QualType CheckConditionalOperands( // C99 6.5.15 ExprResult &Cond, ExprResult &LHS, ExprResult &RHS, ExprValueKind &VK, ExprObjectKind &OK, SourceLocation QuestionLoc); QualType CXXCheckConditionalOperands( // C++ 5.16 ExprResult &cond, ExprResult &lhs, ExprResult &rhs, ExprValueKind &VK, ExprObjectKind &OK, SourceLocation questionLoc); QualType CheckGNUVectorConditionalTypes(ExprResult &Cond, ExprResult &LHS, ExprResult &RHS, SourceLocation QuestionLoc); QualType FindCompositePointerType(SourceLocation Loc, Expr *&E1, Expr *&E2, bool ConvertArgs = true); QualType FindCompositePointerType(SourceLocation Loc, ExprResult &E1, ExprResult &E2, bool ConvertArgs = true) { Expr *E1Tmp = E1.get(), *E2Tmp = E2.get(); QualType Composite = FindCompositePointerType(Loc, E1Tmp, E2Tmp, ConvertArgs); E1 = E1Tmp; E2 = E2Tmp; return Composite; } QualType FindCompositeObjCPointerType(ExprResult &LHS, ExprResult &RHS, SourceLocation QuestionLoc); bool DiagnoseConditionalForNull(Expr *LHSExpr, Expr *RHSExpr, SourceLocation QuestionLoc); void DiagnoseAlwaysNonNullPointer(Expr *E, Expr::NullPointerConstantKind NullType, bool IsEqual, SourceRange Range); /// type checking for vector binary operators. QualType CheckVectorOperands(ExprResult &LHS, ExprResult &RHS, SourceLocation Loc, bool IsCompAssign, bool AllowBothBool, bool AllowBoolConversion); QualType GetSignedVectorType(QualType V); QualType CheckVectorCompareOperands(ExprResult &LHS, ExprResult &RHS, SourceLocation Loc, BinaryOperatorKind Opc); QualType CheckVectorLogicalOperands(ExprResult &LHS, ExprResult &RHS, SourceLocation Loc); /// Type checking for matrix binary operators. QualType CheckMatrixElementwiseOperands(ExprResult &LHS, ExprResult &RHS, SourceLocation Loc, bool IsCompAssign); QualType CheckMatrixMultiplyOperands(ExprResult &LHS, ExprResult &RHS, SourceLocation Loc, bool IsCompAssign); bool isValidSveBitcast(QualType srcType, QualType destType); bool areLaxCompatibleVectorTypes(QualType srcType, QualType destType); bool isLaxVectorConversion(QualType srcType, QualType destType); /// type checking declaration initializers (C99 6.7.8) bool CheckForConstantInitializer(Expr *e, QualType t); // type checking C++ declaration initializers (C++ [dcl.init]). /// ReferenceCompareResult - Expresses the result of comparing two /// types (cv1 T1 and cv2 T2) to determine their compatibility for the /// purposes of initialization by reference (C++ [dcl.init.ref]p4). enum ReferenceCompareResult { /// Ref_Incompatible - The two types are incompatible, so direct /// reference binding is not possible. Ref_Incompatible = 0, /// Ref_Related - The two types are reference-related, which means /// that their unqualified forms (T1 and T2) are either the same /// or T1 is a base class of T2. Ref_Related, /// Ref_Compatible - The two types are reference-compatible. Ref_Compatible }; // Fake up a scoped enumeration that still contextually converts to bool. struct ReferenceConversionsScope { /// The conversions that would be performed on an lvalue of type T2 when /// binding a reference of type T1 to it, as determined when evaluating /// whether T1 is reference-compatible with T2. enum ReferenceConversions { Qualification = 0x1, NestedQualification = 0x2, Function = 0x4, DerivedToBase = 0x8, ObjC = 0x10, ObjCLifetime = 0x20, LLVM_MARK_AS_BITMASK_ENUM(/*LargestValue=*/ObjCLifetime) }; }; using ReferenceConversions = ReferenceConversionsScope::ReferenceConversions; ReferenceCompareResult CompareReferenceRelationship(SourceLocation Loc, QualType T1, QualType T2, ReferenceConversions *Conv = nullptr); ExprResult checkUnknownAnyCast(SourceRange TypeRange, QualType CastType, Expr *CastExpr, CastKind &CastKind, ExprValueKind &VK, CXXCastPath &Path); /// Force an expression with unknown-type to an expression of the /// given type. ExprResult forceUnknownAnyToType(Expr *E, QualType ToType); /// Type-check an expression that's being passed to an /// __unknown_anytype parameter. ExprResult checkUnknownAnyArg(SourceLocation callLoc, Expr *result, QualType &paramType); // CheckVectorCast - check type constraints for vectors. // Since vectors are an extension, there are no C standard reference for this. // We allow casting between vectors and integer datatypes of the same size. // returns true if the cast is invalid bool CheckVectorCast(SourceRange R, QualType VectorTy, QualType Ty, CastKind &Kind); /// Prepare `SplattedExpr` for a vector splat operation, adding /// implicit casts if necessary. ExprResult prepareVectorSplat(QualType VectorTy, Expr *SplattedExpr); // CheckExtVectorCast - check type constraints for extended vectors. // Since vectors are an extension, there are no C standard reference for this. // We allow casting between vectors and integer datatypes of the same size, // or vectors and the element type of that vector. // returns the cast expr ExprResult CheckExtVectorCast(SourceRange R, QualType DestTy, Expr *CastExpr, CastKind &Kind); ExprResult BuildCXXFunctionalCastExpr(TypeSourceInfo *TInfo, QualType Type, SourceLocation LParenLoc, Expr *CastExpr, SourceLocation RParenLoc); enum ARCConversionResult { ACR_okay, ACR_unbridged, ACR_error }; /// Checks for invalid conversions and casts between /// retainable pointers and other pointer kinds for ARC and Weak. ARCConversionResult CheckObjCConversion(SourceRange castRange, QualType castType, Expr *&op, CheckedConversionKind CCK, bool Diagnose = true, bool DiagnoseCFAudited = false, BinaryOperatorKind Opc = BO_PtrMemD ); Expr *stripARCUnbridgedCast(Expr *e); void diagnoseARCUnbridgedCast(Expr *e); bool CheckObjCARCUnavailableWeakConversion(QualType castType, QualType ExprType); /// checkRetainCycles - Check whether an Objective-C message send /// might create an obvious retain cycle. void checkRetainCycles(ObjCMessageExpr *msg); void checkRetainCycles(Expr *receiver, Expr *argument); void checkRetainCycles(VarDecl *Var, Expr *Init); /// checkUnsafeAssigns - Check whether +1 expr is being assigned /// to weak/__unsafe_unretained type. bool checkUnsafeAssigns(SourceLocation Loc, QualType LHS, Expr *RHS); /// checkUnsafeExprAssigns - Check whether +1 expr is being assigned /// to weak/__unsafe_unretained expression. void checkUnsafeExprAssigns(SourceLocation Loc, Expr *LHS, Expr *RHS); /// CheckMessageArgumentTypes - Check types in an Obj-C message send. /// \param Method - May be null. /// \param [out] ReturnType - The return type of the send. /// \return true iff there were any incompatible types. bool CheckMessageArgumentTypes(const Expr *Receiver, QualType ReceiverType, MultiExprArg Args, Selector Sel, ArrayRef<SourceLocation> SelectorLocs, ObjCMethodDecl *Method, bool isClassMessage, bool isSuperMessage, SourceLocation lbrac, SourceLocation rbrac, SourceRange RecRange, QualType &ReturnType, ExprValueKind &VK); /// Determine the result of a message send expression based on /// the type of the receiver, the method expected to receive the message, /// and the form of the message send. QualType getMessageSendResultType(const Expr *Receiver, QualType ReceiverType, ObjCMethodDecl *Method, bool isClassMessage, bool isSuperMessage); /// If the given expression involves a message send to a method /// with a related result type, emit a note describing what happened. void EmitRelatedResultTypeNote(const Expr *E); /// Given that we had incompatible pointer types in a return /// statement, check whether we're in a method with a related result /// type, and if so, emit a note describing what happened. void EmitRelatedResultTypeNoteForReturn(QualType destType); class ConditionResult { Decl *ConditionVar; FullExprArg Condition; bool Invalid; bool HasKnownValue; bool KnownValue; friend class Sema; ConditionResult(Sema &S, Decl *ConditionVar, FullExprArg Condition, bool IsConstexpr) : ConditionVar(ConditionVar), Condition(Condition), Invalid(false), HasKnownValue(IsConstexpr && Condition.get() && !Condition.get()->isValueDependent()), KnownValue(HasKnownValue && !!Condition.get()->EvaluateKnownConstInt(S.Context)) {} explicit ConditionResult(bool Invalid) : ConditionVar(nullptr), Condition(nullptr), Invalid(Invalid), HasKnownValue(false), KnownValue(false) {} public: ConditionResult() : ConditionResult(false) {} bool isInvalid() const { return Invalid; } std::pair<VarDecl *, Expr *> get() const { return std::make_pair(cast_or_null<VarDecl>(ConditionVar), Condition.get()); } llvm::Optional<bool> getKnownValue() const { if (!HasKnownValue) return None; return KnownValue; } }; static ConditionResult ConditionError() { return ConditionResult(true); } enum class ConditionKind { Boolean, ///< A boolean condition, from 'if', 'while', 'for', or 'do'. ConstexprIf, ///< A constant boolean condition from 'if constexpr'. Switch ///< An integral condition for a 'switch' statement. }; ConditionResult ActOnCondition(Scope *S, SourceLocation Loc, Expr *SubExpr, ConditionKind CK); ConditionResult ActOnConditionVariable(Decl *ConditionVar, SourceLocation StmtLoc, ConditionKind CK); DeclResult ActOnCXXConditionDeclaration(Scope *S, Declarator &D); ExprResult CheckConditionVariable(VarDecl *ConditionVar, SourceLocation StmtLoc, ConditionKind CK); ExprResult CheckSwitchCondition(SourceLocation SwitchLoc, Expr *Cond); /// CheckBooleanCondition - Diagnose problems involving the use of /// the given expression as a boolean condition (e.g. in an if /// statement). Also performs the standard function and array /// decays, possibly changing the input variable. /// /// \param Loc - A location associated with the condition, e.g. the /// 'if' keyword. /// \return true iff there were any errors ExprResult CheckBooleanCondition(SourceLocation Loc, Expr *E, bool IsConstexpr = false); /// ActOnExplicitBoolSpecifier - Build an ExplicitSpecifier from an expression /// found in an explicit(bool) specifier. ExplicitSpecifier ActOnExplicitBoolSpecifier(Expr *E); /// tryResolveExplicitSpecifier - Attempt to resolve the explict specifier. /// Returns true if the explicit specifier is now resolved. bool tryResolveExplicitSpecifier(ExplicitSpecifier &ExplicitSpec); /// DiagnoseAssignmentAsCondition - Given that an expression is /// being used as a boolean condition, warn if it's an assignment. void DiagnoseAssignmentAsCondition(Expr *E); /// Redundant parentheses over an equality comparison can indicate /// that the user intended an assignment used as condition. void DiagnoseEqualityWithExtraParens(ParenExpr *ParenE); /// CheckCXXBooleanCondition - Returns true if conversion to bool is invalid. ExprResult CheckCXXBooleanCondition(Expr *CondExpr, bool IsConstexpr = false); /// ConvertIntegerToTypeWarnOnOverflow - Convert the specified APInt to have /// the specified width and sign. If an overflow occurs, detect it and emit /// the specified diagnostic. void ConvertIntegerToTypeWarnOnOverflow(llvm::APSInt &OldVal, unsigned NewWidth, bool NewSign, SourceLocation Loc, unsigned DiagID); /// Checks that the Objective-C declaration is declared in the global scope. /// Emits an error and marks the declaration as invalid if it's not declared /// in the global scope. bool CheckObjCDeclScope(Decl *D); /// Abstract base class used for diagnosing integer constant /// expression violations. class VerifyICEDiagnoser { public: bool Suppress; VerifyICEDiagnoser(bool Suppress = false) : Suppress(Suppress) { } virtual SemaDiagnosticBuilder diagnoseNotICEType(Sema &S, SourceLocation Loc, QualType T); virtual SemaDiagnosticBuilder diagnoseNotICE(Sema &S, SourceLocation Loc) = 0; virtual SemaDiagnosticBuilder diagnoseFold(Sema &S, SourceLocation Loc); virtual ~VerifyICEDiagnoser() {} }; enum AllowFoldKind { NoFold, AllowFold, }; /// VerifyIntegerConstantExpression - Verifies that an expression is an ICE, /// and reports the appropriate diagnostics. Returns false on success. /// Can optionally return the value of the expression. ExprResult VerifyIntegerConstantExpression(Expr *E, llvm::APSInt *Result, VerifyICEDiagnoser &Diagnoser, AllowFoldKind CanFold = NoFold); ExprResult VerifyIntegerConstantExpression(Expr *E, llvm::APSInt *Result, unsigned DiagID, AllowFoldKind CanFold = NoFold); ExprResult VerifyIntegerConstantExpression(Expr *E, llvm::APSInt *Result = nullptr, AllowFoldKind CanFold = NoFold); ExprResult VerifyIntegerConstantExpression(Expr *E, AllowFoldKind CanFold = NoFold) { return VerifyIntegerConstantExpression(E, nullptr, CanFold); } /// VerifyBitField - verifies that a bit field expression is an ICE and has /// the correct width, and that the field type is valid. /// Returns false on success. /// Can optionally return whether the bit-field is of width 0 ExprResult VerifyBitField(SourceLocation FieldLoc, IdentifierInfo *FieldName, QualType FieldTy, bool IsMsStruct, Expr *BitWidth, bool *ZeroWidth = nullptr); private: unsigned ForceCUDAHostDeviceDepth = 0; public: /// Increments our count of the number of times we've seen a pragma forcing /// functions to be __host__ __device__. So long as this count is greater /// than zero, all functions encountered will be __host__ __device__. void PushForceCUDAHostDevice(); /// Decrements our count of the number of times we've seen a pragma forcing /// functions to be __host__ __device__. Returns false if the count is 0 /// before incrementing, so you can emit an error. bool PopForceCUDAHostDevice(); /// Diagnostics that are emitted only if we discover that the given function /// must be codegen'ed. Because handling these correctly adds overhead to /// compilation, this is currently only enabled for CUDA compilations. llvm::DenseMap<CanonicalDeclPtr<FunctionDecl>, std::vector<PartialDiagnosticAt>> DeviceDeferredDiags; /// A pair of a canonical FunctionDecl and a SourceLocation. When used as the /// key in a hashtable, both the FD and location are hashed. struct FunctionDeclAndLoc { CanonicalDeclPtr<FunctionDecl> FD; SourceLocation Loc; }; /// FunctionDecls and SourceLocations for which CheckCUDACall has emitted a /// (maybe deferred) "bad call" diagnostic. We use this to avoid emitting the /// same deferred diag twice. llvm::DenseSet<FunctionDeclAndLoc> LocsWithCUDACallDiags; /// An inverse call graph, mapping known-emitted functions to one of their /// known-emitted callers (plus the location of the call). /// /// Functions that we can tell a priori must be emitted aren't added to this /// map. llvm::DenseMap</* Callee = */ CanonicalDeclPtr<FunctionDecl>, /* Caller = */ FunctionDeclAndLoc> DeviceKnownEmittedFns; /// Creates a SemaDiagnosticBuilder that emits the diagnostic if the current /// context is "used as device code". /// /// - If CurContext is a __host__ function, does not emit any diagnostics /// unless \p EmitOnBothSides is true. /// - If CurContext is a __device__ or __global__ function, emits the /// diagnostics immediately. /// - If CurContext is a __host__ __device__ function and we are compiling for /// the device, creates a diagnostic which is emitted if and when we realize /// that the function will be codegen'ed. /// /// Example usage: /// /// // Variable-length arrays are not allowed in CUDA device code. /// if (CUDADiagIfDeviceCode(Loc, diag::err_cuda_vla) << CurrentCUDATarget()) /// return ExprError(); /// // Otherwise, continue parsing as normal. SemaDiagnosticBuilder CUDADiagIfDeviceCode(SourceLocation Loc, unsigned DiagID); /// Creates a SemaDiagnosticBuilder that emits the diagnostic if the current /// context is "used as host code". /// /// Same as CUDADiagIfDeviceCode, with "host" and "device" switched. SemaDiagnosticBuilder CUDADiagIfHostCode(SourceLocation Loc, unsigned DiagID); /// Creates a SemaDiagnosticBuilder that emits the diagnostic if the current /// context is "used as device code". /// /// - If CurContext is a `declare target` function or it is known that the /// function is emitted for the device, emits the diagnostics immediately. /// - If CurContext is a non-`declare target` function and we are compiling /// for the device, creates a diagnostic which is emitted if and when we /// realize that the function will be codegen'ed. /// /// Example usage: /// /// // Variable-length arrays are not allowed in NVPTX device code. /// if (diagIfOpenMPDeviceCode(Loc, diag::err_vla_unsupported)) /// return ExprError(); /// // Otherwise, continue parsing as normal. SemaDiagnosticBuilder diagIfOpenMPDeviceCode(SourceLocation Loc, unsigned DiagID, FunctionDecl *FD); /// Creates a SemaDiagnosticBuilder that emits the diagnostic if the current /// context is "used as host code". /// /// - If CurContext is a `declare target` function or it is known that the /// function is emitted for the host, emits the diagnostics immediately. /// - If CurContext is a non-host function, just ignore it. /// /// Example usage: /// /// // Variable-length arrays are not allowed in NVPTX device code. /// if (diagIfOpenMPHostode(Loc, diag::err_vla_unsupported)) /// return ExprError(); /// // Otherwise, continue parsing as normal. SemaDiagnosticBuilder diagIfOpenMPHostCode(SourceLocation Loc, unsigned DiagID, FunctionDecl *FD); SemaDiagnosticBuilder targetDiag(SourceLocation Loc, unsigned DiagID, FunctionDecl *FD = nullptr); SemaDiagnosticBuilder targetDiag(SourceLocation Loc, const PartialDiagnostic &PD, FunctionDecl *FD = nullptr) { return targetDiag(Loc, PD.getDiagID(), FD) << PD; } /// Check if the expression is allowed to be used in expressions for the /// offloading devices. void checkDeviceDecl(ValueDecl *D, SourceLocation Loc); enum CUDAFunctionTarget { CFT_Device, CFT_Global, CFT_Host, CFT_HostDevice, CFT_InvalidTarget }; /// Determines whether the given function is a CUDA device/host/kernel/etc. /// function. /// /// Use this rather than examining the function's attributes yourself -- you /// will get it wrong. Returns CFT_Host if D is null. CUDAFunctionTarget IdentifyCUDATarget(const FunctionDecl *D, bool IgnoreImplicitHDAttr = false); CUDAFunctionTarget IdentifyCUDATarget(const ParsedAttributesView &Attrs); /// Gets the CUDA target for the current context. CUDAFunctionTarget CurrentCUDATarget() { return IdentifyCUDATarget(dyn_cast<FunctionDecl>(CurContext)); } static bool isCUDAImplicitHostDeviceFunction(const FunctionDecl *D); // CUDA function call preference. Must be ordered numerically from // worst to best. enum CUDAFunctionPreference { CFP_Never, // Invalid caller/callee combination. CFP_WrongSide, // Calls from host-device to host or device // function that do not match current compilation // mode. CFP_HostDevice, // Any calls to host/device functions. CFP_SameSide, // Calls from host-device to host or device // function matching current compilation mode. CFP_Native, // host-to-host or device-to-device calls. }; /// Identifies relative preference of a given Caller/Callee /// combination, based on their host/device attributes. /// \param Caller function which needs address of \p Callee. /// nullptr in case of global context. /// \param Callee target function /// /// \returns preference value for particular Caller/Callee combination. CUDAFunctionPreference IdentifyCUDAPreference(const FunctionDecl *Caller, const FunctionDecl *Callee); /// Determines whether Caller may invoke Callee, based on their CUDA /// host/device attributes. Returns false if the call is not allowed. /// /// Note: Will return true for CFP_WrongSide calls. These may appear in /// semantically correct CUDA programs, but only if they're never codegen'ed. bool IsAllowedCUDACall(const FunctionDecl *Caller, const FunctionDecl *Callee) { return IdentifyCUDAPreference(Caller, Callee) != CFP_Never; } /// May add implicit CUDAHostAttr and CUDADeviceAttr attributes to FD, /// depending on FD and the current compilation settings. void maybeAddCUDAHostDeviceAttrs(FunctionDecl *FD, const LookupResult &Previous); /// May add implicit CUDAConstantAttr attribute to VD, depending on VD /// and current compilation settings. void MaybeAddCUDAConstantAttr(VarDecl *VD); public: /// Check whether we're allowed to call Callee from the current context. /// /// - If the call is never allowed in a semantically-correct program /// (CFP_Never), emits an error and returns false. /// /// - If the call is allowed in semantically-correct programs, but only if /// it's never codegen'ed (CFP_WrongSide), creates a deferred diagnostic to /// be emitted if and when the caller is codegen'ed, and returns true. /// /// Will only create deferred diagnostics for a given SourceLocation once, /// so you can safely call this multiple times without generating duplicate /// deferred errors. /// /// - Otherwise, returns true without emitting any diagnostics. bool CheckCUDACall(SourceLocation Loc, FunctionDecl *Callee); void CUDACheckLambdaCapture(CXXMethodDecl *D, const sema::Capture &Capture); /// Set __device__ or __host__ __device__ attributes on the given lambda /// operator() method. /// /// CUDA lambdas by default is host device function unless it has explicit /// host or device attribute. void CUDASetLambdaAttrs(CXXMethodDecl *Method); /// Finds a function in \p Matches with highest calling priority /// from \p Caller context and erases all functions with lower /// calling priority. void EraseUnwantedCUDAMatches( const FunctionDecl *Caller, SmallVectorImpl<std::pair<DeclAccessPair, FunctionDecl *>> &Matches); /// Given a implicit special member, infer its CUDA target from the /// calls it needs to make to underlying base/field special members. /// \param ClassDecl the class for which the member is being created. /// \param CSM the kind of special member. /// \param MemberDecl the special member itself. /// \param ConstRHS true if this is a copy operation with a const object on /// its RHS. /// \param Diagnose true if this call should emit diagnostics. /// \return true if there was an error inferring. /// The result of this call is implicit CUDA target attribute(s) attached to /// the member declaration. bool inferCUDATargetForImplicitSpecialMember(CXXRecordDecl *ClassDecl, CXXSpecialMember CSM, CXXMethodDecl *MemberDecl, bool ConstRHS, bool Diagnose); /// \return true if \p CD can be considered empty according to CUDA /// (E.2.3.1 in CUDA 7.5 Programming guide). bool isEmptyCudaConstructor(SourceLocation Loc, CXXConstructorDecl *CD); bool isEmptyCudaDestructor(SourceLocation Loc, CXXDestructorDecl *CD); // \brief Checks that initializers of \p Var satisfy CUDA restrictions. In // case of error emits appropriate diagnostic and invalidates \p Var. // // \details CUDA allows only empty constructors as initializers for global // variables (see E.2.3.1, CUDA 7.5). The same restriction also applies to all // __shared__ variables whether they are local or not (they all are implicitly // static in CUDA). One exception is that CUDA allows constant initializers // for __constant__ and __device__ variables. void checkAllowedCUDAInitializer(VarDecl *VD); /// Check whether NewFD is a valid overload for CUDA. Emits /// diagnostics and invalidates NewFD if not. void checkCUDATargetOverload(FunctionDecl *NewFD, const LookupResult &Previous); /// Copies target attributes from the template TD to the function FD. void inheritCUDATargetAttrs(FunctionDecl *FD, const FunctionTemplateDecl &TD); /// Returns the name of the launch configuration function. This is the name /// of the function that will be called to configure kernel call, with the /// parameters specified via <<<>>>. std::string getCudaConfigureFuncName() const; /// \name Code completion //@{ /// Describes the context in which code completion occurs. enum ParserCompletionContext { /// Code completion occurs at top-level or namespace context. PCC_Namespace, /// Code completion occurs within a class, struct, or union. PCC_Class, /// Code completion occurs within an Objective-C interface, protocol, /// or category. PCC_ObjCInterface, /// Code completion occurs within an Objective-C implementation or /// category implementation PCC_ObjCImplementation, /// Code completion occurs within the list of instance variables /// in an Objective-C interface, protocol, category, or implementation. PCC_ObjCInstanceVariableList, /// Code completion occurs following one or more template /// headers. PCC_Template, /// Code completion occurs following one or more template /// headers within a class. PCC_MemberTemplate, /// Code completion occurs within an expression. PCC_Expression, /// Code completion occurs within a statement, which may /// also be an expression or a declaration. PCC_Statement, /// Code completion occurs at the beginning of the /// initialization statement (or expression) in a for loop. PCC_ForInit, /// Code completion occurs within the condition of an if, /// while, switch, or for statement. PCC_Condition, /// Code completion occurs within the body of a function on a /// recovery path, where we do not have a specific handle on our position /// in the grammar. PCC_RecoveryInFunction, /// Code completion occurs where only a type is permitted. PCC_Type, /// Code completion occurs in a parenthesized expression, which /// might also be a type cast. PCC_ParenthesizedExpression, /// Code completion occurs within a sequence of declaration /// specifiers within a function, method, or block. PCC_LocalDeclarationSpecifiers }; void CodeCompleteModuleImport(SourceLocation ImportLoc, ModuleIdPath Path); void CodeCompleteOrdinaryName(Scope *S, ParserCompletionContext CompletionContext); void CodeCompleteDeclSpec(Scope *S, DeclSpec &DS, bool AllowNonIdentifiers, bool AllowNestedNameSpecifiers); struct CodeCompleteExpressionData; void CodeCompleteExpression(Scope *S, const CodeCompleteExpressionData &Data); void CodeCompleteExpression(Scope *S, QualType PreferredType, bool IsParenthesized = false); void CodeCompleteMemberReferenceExpr(Scope *S, Expr *Base, Expr *OtherOpBase, SourceLocation OpLoc, bool IsArrow, bool IsBaseExprStatement, QualType PreferredType); void CodeCompletePostfixExpression(Scope *S, ExprResult LHS, QualType PreferredType); void CodeCompleteTag(Scope *S, unsigned TagSpec); void CodeCompleteTypeQualifiers(DeclSpec &DS); void CodeCompleteFunctionQualifiers(DeclSpec &DS, Declarator &D, const VirtSpecifiers *VS = nullptr); void CodeCompleteBracketDeclarator(Scope *S); void CodeCompleteCase(Scope *S); /// Reports signatures for a call to CodeCompleteConsumer and returns the /// preferred type for the current argument. Returned type can be null. QualType ProduceCallSignatureHelp(Scope *S, Expr *Fn, ArrayRef<Expr *> Args, SourceLocation OpenParLoc); QualType ProduceConstructorSignatureHelp(Scope *S, QualType Type, SourceLocation Loc, ArrayRef<Expr *> Args, SourceLocation OpenParLoc); QualType ProduceCtorInitMemberSignatureHelp(Scope *S, Decl *ConstructorDecl, CXXScopeSpec SS, ParsedType TemplateTypeTy, ArrayRef<Expr *> ArgExprs, IdentifierInfo *II, SourceLocation OpenParLoc); void CodeCompleteInitializer(Scope *S, Decl *D); /// Trigger code completion for a record of \p BaseType. \p InitExprs are /// expressions in the initializer list seen so far and \p D is the current /// Designation being parsed. void CodeCompleteDesignator(const QualType BaseType, llvm::ArrayRef<Expr *> InitExprs, const Designation &D); void CodeCompleteAfterIf(Scope *S, bool IsBracedThen); void CodeCompleteQualifiedId(Scope *S, CXXScopeSpec &SS, bool EnteringContext, bool IsUsingDeclaration, QualType BaseType, QualType PreferredType); void CodeCompleteUsing(Scope *S); void CodeCompleteUsingDirective(Scope *S); void CodeCompleteNamespaceDecl(Scope *S); void CodeCompleteNamespaceAliasDecl(Scope *S); void CodeCompleteOperatorName(Scope *S); void CodeCompleteConstructorInitializer( Decl *Constructor, ArrayRef<CXXCtorInitializer *> Initializers); void CodeCompleteLambdaIntroducer(Scope *S, LambdaIntroducer &Intro, bool AfterAmpersand); void CodeCompleteAfterFunctionEquals(Declarator &D); void CodeCompleteObjCAtDirective(Scope *S); void CodeCompleteObjCAtVisibility(Scope *S); void CodeCompleteObjCAtStatement(Scope *S); void CodeCompleteObjCAtExpression(Scope *S); void CodeCompleteObjCPropertyFlags(Scope *S, ObjCDeclSpec &ODS); void CodeCompleteObjCPropertyGetter(Scope *S); void CodeCompleteObjCPropertySetter(Scope *S); void CodeCompleteObjCPassingType(Scope *S, ObjCDeclSpec &DS, bool IsParameter); void CodeCompleteObjCMessageReceiver(Scope *S); void CodeCompleteObjCSuperMessage(Scope *S, SourceLocation SuperLoc, ArrayRef<IdentifierInfo *> SelIdents, bool AtArgumentExpression); void CodeCompleteObjCClassMessage(Scope *S, ParsedType Receiver, ArrayRef<IdentifierInfo *> SelIdents, bool AtArgumentExpression, bool IsSuper = false); void CodeCompleteObjCInstanceMessage(Scope *S, Expr *Receiver, ArrayRef<IdentifierInfo *> SelIdents, bool AtArgumentExpression, ObjCInterfaceDecl *Super = nullptr); void CodeCompleteObjCForCollection(Scope *S, DeclGroupPtrTy IterationVar); void CodeCompleteObjCSelector(Scope *S, ArrayRef<IdentifierInfo *> SelIdents); void CodeCompleteObjCProtocolReferences( ArrayRef<IdentifierLocPair> Protocols); void CodeCompleteObjCProtocolDecl(Scope *S); void CodeCompleteObjCInterfaceDecl(Scope *S); void CodeCompleteObjCSuperclass(Scope *S, IdentifierInfo *ClassName, SourceLocation ClassNameLoc); void CodeCompleteObjCImplementationDecl(Scope *S); void CodeCompleteObjCInterfaceCategory(Scope *S, IdentifierInfo *ClassName, SourceLocation ClassNameLoc); void CodeCompleteObjCImplementationCategory(Scope *S, IdentifierInfo *ClassName, SourceLocation ClassNameLoc); void CodeCompleteObjCPropertyDefinition(Scope *S); void CodeCompleteObjCPropertySynthesizeIvar(Scope *S, IdentifierInfo *PropertyName); void CodeCompleteObjCMethodDecl(Scope *S, Optional<bool> IsInstanceMethod, ParsedType ReturnType); void CodeCompleteObjCMethodDeclSelector(Scope *S, bool IsInstanceMethod, bool AtParameterName, ParsedType ReturnType, ArrayRef<IdentifierInfo *> SelIdents); void CodeCompleteObjCClassPropertyRefExpr(Scope *S, IdentifierInfo &ClassName, SourceLocation ClassNameLoc, bool IsBaseExprStatement); void CodeCompletePreprocessorDirective(bool InConditional); void CodeCompleteInPreprocessorConditionalExclusion(Scope *S); void CodeCompletePreprocessorMacroName(bool IsDefinition); void CodeCompletePreprocessorExpression(); void CodeCompletePreprocessorMacroArgument(Scope *S, IdentifierInfo *Macro, MacroInfo *MacroInfo, unsigned Argument); void CodeCompleteIncludedFile(llvm::StringRef Dir, bool IsAngled); void CodeCompleteNaturalLanguage(); void CodeCompleteAvailabilityPlatformName(); void GatherGlobalCodeCompletions(CodeCompletionAllocator &Allocator, CodeCompletionTUInfo &CCTUInfo, SmallVectorImpl<CodeCompletionResult> &Results); //@} //===--------------------------------------------------------------------===// // Extra semantic analysis beyond the C type system public: SourceLocation getLocationOfStringLiteralByte(const StringLiteral *SL, unsigned ByteNo) const; private: void CheckArrayAccess(const Expr *BaseExpr, const Expr *IndexExpr, const ArraySubscriptExpr *ASE=nullptr, bool AllowOnePastEnd=true, bool IndexNegated=false); void CheckArrayAccess(const Expr *E); // Used to grab the relevant information from a FormatAttr and a // FunctionDeclaration. struct FormatStringInfo { unsigned FormatIdx; unsigned FirstDataArg; bool HasVAListArg; }; static bool getFormatStringInfo(const FormatAttr *Format, bool IsCXXMember, FormatStringInfo *FSI); bool CheckFunctionCall(FunctionDecl *FDecl, CallExpr *TheCall, const FunctionProtoType *Proto); bool CheckObjCMethodCall(ObjCMethodDecl *Method, SourceLocation loc, ArrayRef<const Expr *> Args); bool CheckPointerCall(NamedDecl *NDecl, CallExpr *TheCall, const FunctionProtoType *Proto); bool CheckOtherCall(CallExpr *TheCall, const FunctionProtoType *Proto); void CheckConstructorCall(FunctionDecl *FDecl, ArrayRef<const Expr *> Args, const FunctionProtoType *Proto, SourceLocation Loc); void checkCall(NamedDecl *FDecl, const FunctionProtoType *Proto, const Expr *ThisArg, ArrayRef<const Expr *> Args, bool IsMemberFunction, SourceLocation Loc, SourceRange Range, VariadicCallType CallType); bool CheckObjCString(Expr *Arg); ExprResult CheckOSLogFormatStringArg(Expr *Arg); ExprResult CheckBuiltinFunctionCall(FunctionDecl *FDecl, unsigned BuiltinID, CallExpr *TheCall); bool CheckTSBuiltinFunctionCall(const TargetInfo &TI, unsigned BuiltinID, CallExpr *TheCall); void checkFortifiedBuiltinMemoryFunction(FunctionDecl *FD, CallExpr *TheCall); bool CheckARMBuiltinExclusiveCall(unsigned BuiltinID, CallExpr *TheCall, unsigned MaxWidth); bool CheckNeonBuiltinFunctionCall(const TargetInfo &TI, unsigned BuiltinID, CallExpr *TheCall); bool CheckMVEBuiltinFunctionCall(unsigned BuiltinID, CallExpr *TheCall); bool CheckSVEBuiltinFunctionCall(unsigned BuiltinID, CallExpr *TheCall); bool CheckCDEBuiltinFunctionCall(const TargetInfo &TI, unsigned BuiltinID, CallExpr *TheCall); bool CheckARMCoprocessorImmediate(const TargetInfo &TI, const Expr *CoprocArg, bool WantCDE); bool CheckARMBuiltinFunctionCall(const TargetInfo &TI, unsigned BuiltinID, CallExpr *TheCall); bool CheckAArch64BuiltinFunctionCall(const TargetInfo &TI, unsigned BuiltinID, CallExpr *TheCall); bool CheckBPFBuiltinFunctionCall(unsigned BuiltinID, CallExpr *TheCall); bool CheckHexagonBuiltinFunctionCall(unsigned BuiltinID, CallExpr *TheCall); bool CheckHexagonBuiltinArgument(unsigned BuiltinID, CallExpr *TheCall); bool CheckMipsBuiltinFunctionCall(const TargetInfo &TI, unsigned BuiltinID, CallExpr *TheCall); bool CheckMipsBuiltinCpu(const TargetInfo &TI, unsigned BuiltinID, CallExpr *TheCall); bool CheckMipsBuiltinArgument(unsigned BuiltinID, CallExpr *TheCall); bool CheckSystemZBuiltinFunctionCall(unsigned BuiltinID, CallExpr *TheCall); bool CheckX86BuiltinRoundingOrSAE(unsigned BuiltinID, CallExpr *TheCall); bool CheckX86BuiltinGatherScatterScale(unsigned BuiltinID, CallExpr *TheCall); bool CheckX86BuiltinTileArguments(unsigned BuiltinID, CallExpr *TheCall); bool CheckX86BuiltinTileArgumentsRange(CallExpr *TheCall, ArrayRef<int> ArgNums); bool CheckX86BuiltinTileDuplicate(CallExpr *TheCall, ArrayRef<int> ArgNums); bool CheckX86BuiltinTileRangeAndDuplicate(CallExpr *TheCall, ArrayRef<int> ArgNums); bool CheckX86BuiltinFunctionCall(const TargetInfo &TI, unsigned BuiltinID, CallExpr *TheCall); bool CheckPPCBuiltinFunctionCall(const TargetInfo &TI, unsigned BuiltinID, CallExpr *TheCall); bool CheckAMDGCNBuiltinFunctionCall(unsigned BuiltinID, CallExpr *TheCall); bool SemaBuiltinVAStart(unsigned BuiltinID, CallExpr *TheCall); bool SemaBuiltinVAStartARMMicrosoft(CallExpr *Call); bool SemaBuiltinUnorderedCompare(CallExpr *TheCall); bool SemaBuiltinFPClassification(CallExpr *TheCall, unsigned NumArgs); bool SemaBuiltinComplex(CallExpr *TheCall); bool SemaBuiltinVSX(CallExpr *TheCall); bool SemaBuiltinOSLogFormat(CallExpr *TheCall); public: // Used by C++ template instantiation. ExprResult SemaBuiltinShuffleVector(CallExpr *TheCall); ExprResult SemaConvertVectorExpr(Expr *E, TypeSourceInfo *TInfo, SourceLocation BuiltinLoc, SourceLocation RParenLoc); private: bool SemaBuiltinPrefetch(CallExpr *TheCall); bool SemaBuiltinAllocaWithAlign(CallExpr *TheCall); bool SemaBuiltinAssume(CallExpr *TheCall); bool SemaBuiltinAssumeAligned(CallExpr *TheCall); bool SemaBuiltinLongjmp(CallExpr *TheCall); bool SemaBuiltinSetjmp(CallExpr *TheCall); ExprResult SemaBuiltinAtomicOverloaded(ExprResult TheCallResult); ExprResult SemaBuiltinNontemporalOverloaded(ExprResult TheCallResult); ExprResult SemaAtomicOpsOverloaded(ExprResult TheCallResult, AtomicExpr::AtomicOp Op); ExprResult SemaBuiltinOperatorNewDeleteOverloaded(ExprResult TheCallResult, bool IsDelete); bool SemaBuiltinConstantArg(CallExpr *TheCall, int ArgNum, llvm::APSInt &Result); bool SemaBuiltinConstantArgRange(CallExpr *TheCall, int ArgNum, int Low, int High, bool RangeIsError = true); bool SemaBuiltinConstantArgMultiple(CallExpr *TheCall, int ArgNum, unsigned Multiple); bool SemaBuiltinConstantArgPower2(CallExpr *TheCall, int ArgNum); bool SemaBuiltinConstantArgShiftedByte(CallExpr *TheCall, int ArgNum, unsigned ArgBits); bool SemaBuiltinConstantArgShiftedByteOrXXFF(CallExpr *TheCall, int ArgNum, unsigned ArgBits); bool SemaBuiltinARMSpecialReg(unsigned BuiltinID, CallExpr *TheCall, int ArgNum, unsigned ExpectedFieldNum, bool AllowName); bool SemaBuiltinARMMemoryTaggingCall(unsigned BuiltinID, CallExpr *TheCall); bool SemaBuiltinPPCMMACall(CallExpr *TheCall, const char *TypeDesc); bool CheckPPCMMAType(QualType Type, SourceLocation TypeLoc); // Matrix builtin handling. ExprResult SemaBuiltinMatrixTranspose(CallExpr *TheCall, ExprResult CallResult); ExprResult SemaBuiltinMatrixColumnMajorLoad(CallExpr *TheCall, ExprResult CallResult); ExprResult SemaBuiltinMatrixColumnMajorStore(CallExpr *TheCall, ExprResult CallResult); public: enum FormatStringType { FST_Scanf, FST_Printf, FST_NSString, FST_Strftime, FST_Strfmon, FST_Kprintf, FST_FreeBSDKPrintf, FST_OSTrace, FST_OSLog, FST_Unknown }; static FormatStringType GetFormatStringType(const FormatAttr *Format); bool FormatStringHasSArg(const StringLiteral *FExpr); static bool GetFormatNSStringIdx(const FormatAttr *Format, unsigned &Idx); private: bool CheckFormatArguments(const FormatAttr *Format, ArrayRef<const Expr *> Args, bool IsCXXMember, VariadicCallType CallType, SourceLocation Loc, SourceRange Range, llvm::SmallBitVector &CheckedVarArgs); bool CheckFormatArguments(ArrayRef<const Expr *> Args, bool HasVAListArg, unsigned format_idx, unsigned firstDataArg, FormatStringType Type, VariadicCallType CallType, SourceLocation Loc, SourceRange range, llvm::SmallBitVector &CheckedVarArgs); void CheckAbsoluteValueFunction(const CallExpr *Call, const FunctionDecl *FDecl); void CheckMaxUnsignedZero(const CallExpr *Call, const FunctionDecl *FDecl); void CheckMemaccessArguments(const CallExpr *Call, unsigned BId, IdentifierInfo *FnName); void CheckStrlcpycatArguments(const CallExpr *Call, IdentifierInfo *FnName); void CheckStrncatArguments(const CallExpr *Call, IdentifierInfo *FnName); void CheckFreeArguments(const CallExpr *E); void CheckReturnValExpr(Expr *RetValExp, QualType lhsType, SourceLocation ReturnLoc, bool isObjCMethod = false, const AttrVec *Attrs = nullptr, const FunctionDecl *FD = nullptr); public: void CheckFloatComparison(SourceLocation Loc, Expr *LHS, Expr *RHS); private: void CheckImplicitConversions(Expr *E, SourceLocation CC = SourceLocation()); void CheckBoolLikeConversion(Expr *E, SourceLocation CC); void CheckForIntOverflow(Expr *E); void CheckUnsequencedOperations(const Expr *E); /// Perform semantic checks on a completed expression. This will either /// be a full-expression or a default argument expression. void CheckCompletedExpr(Expr *E, SourceLocation CheckLoc = SourceLocation(), bool IsConstexpr = false); void CheckBitFieldInitialization(SourceLocation InitLoc, FieldDecl *Field, Expr *Init); /// Check if there is a field shadowing. void CheckShadowInheritedFields(const SourceLocation &Loc, DeclarationName FieldName, const CXXRecordDecl *RD, bool DeclIsField = true); /// Check if the given expression contains 'break' or 'continue' /// statement that produces control flow different from GCC. void CheckBreakContinueBinding(Expr *E); /// Check whether receiver is mutable ObjC container which /// attempts to add itself into the container void CheckObjCCircularContainer(ObjCMessageExpr *Message); void CheckTCBEnforcement(const CallExpr *TheCall, const FunctionDecl *Callee); void AnalyzeDeleteExprMismatch(const CXXDeleteExpr *DE); void AnalyzeDeleteExprMismatch(FieldDecl *Field, SourceLocation DeleteLoc, bool DeleteWasArrayForm); public: /// Register a magic integral constant to be used as a type tag. void RegisterTypeTagForDatatype(const IdentifierInfo *ArgumentKind, uint64_t MagicValue, QualType Type, bool LayoutCompatible, bool MustBeNull); struct TypeTagData { TypeTagData() {} TypeTagData(QualType Type, bool LayoutCompatible, bool MustBeNull) : Type(Type), LayoutCompatible(LayoutCompatible), MustBeNull(MustBeNull) {} QualType Type; /// If true, \c Type should be compared with other expression's types for /// layout-compatibility. unsigned LayoutCompatible : 1; unsigned MustBeNull : 1; }; /// A pair of ArgumentKind identifier and magic value. This uniquely /// identifies the magic value. typedef std::pair<const IdentifierInfo *, uint64_t> TypeTagMagicValue; private: /// A map from magic value to type information. std::unique_ptr<llvm::DenseMap<TypeTagMagicValue, TypeTagData>> TypeTagForDatatypeMagicValues; /// Peform checks on a call of a function with argument_with_type_tag /// or pointer_with_type_tag attributes. void CheckArgumentWithTypeTag(const ArgumentWithTypeTagAttr *Attr, const ArrayRef<const Expr *> ExprArgs, SourceLocation CallSiteLoc); /// Check if we are taking the address of a packed field /// as this may be a problem if the pointer value is dereferenced. void CheckAddressOfPackedMember(Expr *rhs); /// The parser's current scope. /// /// The parser maintains this state here. Scope *CurScope; mutable IdentifierInfo *Ident_super; mutable IdentifierInfo *Ident___float128; /// Nullability type specifiers. IdentifierInfo *Ident__Nonnull = nullptr; IdentifierInfo *Ident__Nullable = nullptr; IdentifierInfo *Ident__Nullable_result = nullptr; IdentifierInfo *Ident__Null_unspecified = nullptr; IdentifierInfo *Ident_NSError = nullptr; /// The handler for the FileChanged preprocessor events. /// /// Used for diagnostics that implement custom semantic analysis for #include /// directives, like -Wpragma-pack. sema::SemaPPCallbacks *SemaPPCallbackHandler; protected: friend class Parser; friend class InitializationSequence; friend class ASTReader; friend class ASTDeclReader; friend class ASTWriter; public: /// Retrieve the keyword associated IdentifierInfo *getNullabilityKeyword(NullabilityKind nullability); /// The struct behind the CFErrorRef pointer. RecordDecl *CFError = nullptr; bool isCFError(RecordDecl *D); /// Retrieve the identifier "NSError". IdentifierInfo *getNSErrorIdent(); /// Retrieve the parser's current scope. /// /// This routine must only be used when it is certain that semantic analysis /// and the parser are in precisely the same context, which is not the case /// when, e.g., we are performing any kind of template instantiation. /// Therefore, the only safe places to use this scope are in the parser /// itself and in routines directly invoked from the parser and *never* from /// template substitution or instantiation. Scope *getCurScope() const { return CurScope; } void incrementMSManglingNumber() const { return CurScope->incrementMSManglingNumber(); } IdentifierInfo *getSuperIdentifier() const; IdentifierInfo *getFloat128Identifier() const; Decl *getObjCDeclContext() const; DeclContext *getCurLexicalContext() const { return OriginalLexicalContext ? OriginalLexicalContext : CurContext; } const DeclContext *getCurObjCLexicalContext() const { const DeclContext *DC = getCurLexicalContext(); // A category implicitly has the attribute of the interface. if (const ObjCCategoryDecl *CatD = dyn_cast<ObjCCategoryDecl>(DC)) DC = CatD->getClassInterface(); return DC; } /// Determine the number of levels of enclosing template parameters. This is /// only usable while parsing. Note that this does not include dependent /// contexts in which no template parameters have yet been declared, such as /// in a terse function template or generic lambda before the first 'auto' is /// encountered. unsigned getTemplateDepth(Scope *S) const; /// To be used for checking whether the arguments being passed to /// function exceeds the number of parameters expected for it. static bool TooManyArguments(size_t NumParams, size_t NumArgs, bool PartialOverloading = false) { // We check whether we're just after a comma in code-completion. if (NumArgs > 0 && PartialOverloading) return NumArgs + 1 > NumParams; // If so, we view as an extra argument. return NumArgs > NumParams; } // Emitting members of dllexported classes is delayed until the class // (including field initializers) is fully parsed. SmallVector<CXXRecordDecl*, 4> DelayedDllExportClasses; SmallVector<CXXMethodDecl*, 4> DelayedDllExportMemberFunctions; private: int ParsingClassDepth = 0; class SavePendingParsedClassStateRAII { public: SavePendingParsedClassStateRAII(Sema &S) : S(S) { swapSavedState(); } ~SavePendingParsedClassStateRAII() { assert(S.DelayedOverridingExceptionSpecChecks.empty() && "there shouldn't be any pending delayed exception spec checks"); assert(S.DelayedEquivalentExceptionSpecChecks.empty() && "there shouldn't be any pending delayed exception spec checks"); swapSavedState(); } private: Sema &S; decltype(DelayedOverridingExceptionSpecChecks) SavedOverridingExceptionSpecChecks; decltype(DelayedEquivalentExceptionSpecChecks) SavedEquivalentExceptionSpecChecks; void swapSavedState() { SavedOverridingExceptionSpecChecks.swap( S.DelayedOverridingExceptionSpecChecks); SavedEquivalentExceptionSpecChecks.swap( S.DelayedEquivalentExceptionSpecChecks); } }; /// Helper class that collects misaligned member designations and /// their location info for delayed diagnostics. struct MisalignedMember { Expr *E; RecordDecl *RD; ValueDecl *MD; CharUnits Alignment; MisalignedMember() : E(), RD(), MD(), Alignment() {} MisalignedMember(Expr *E, RecordDecl *RD, ValueDecl *MD, CharUnits Alignment) : E(E), RD(RD), MD(MD), Alignment(Alignment) {} explicit MisalignedMember(Expr *E) : MisalignedMember(E, nullptr, nullptr, CharUnits()) {} bool operator==(const MisalignedMember &m) { return this->E == m.E; } }; /// Small set of gathered accesses to potentially misaligned members /// due to the packed attribute. SmallVector<MisalignedMember, 4> MisalignedMembers; /// Adds an expression to the set of gathered misaligned members. void AddPotentialMisalignedMembers(Expr *E, RecordDecl *RD, ValueDecl *MD, CharUnits Alignment); public: /// Diagnoses the current set of gathered accesses. This typically /// happens at full expression level. The set is cleared after emitting the /// diagnostics. void DiagnoseMisalignedMembers(); /// This function checks if the expression is in the sef of potentially /// misaligned members and it is converted to some pointer type T with lower /// or equal alignment requirements. If so it removes it. This is used when /// we do not want to diagnose such misaligned access (e.g. in conversions to /// void*). void DiscardMisalignedMemberAddress(const Type *T, Expr *E); /// This function calls Action when it determines that E designates a /// misaligned member due to the packed attribute. This is used to emit /// local diagnostics like in reference binding. void RefersToMemberWithReducedAlignment( Expr *E, llvm::function_ref<void(Expr *, RecordDecl *, FieldDecl *, CharUnits)> Action); /// Describes the reason a calling convention specification was ignored, used /// for diagnostics. enum class CallingConventionIgnoredReason { ForThisTarget = 0, VariadicFunction, ConstructorDestructor, BuiltinFunction }; /// Creates a SemaDiagnosticBuilder that emits the diagnostic if the current /// context is "used as device code". /// /// - If CurLexicalContext is a kernel function or it is known that the /// function will be emitted for the device, emits the diagnostics /// immediately. /// - If CurLexicalContext is a function and we are compiling /// for the device, but we don't know that this function will be codegen'ed /// for devive yet, creates a diagnostic which is emitted if and when we /// realize that the function will be codegen'ed. /// /// Example usage: /// /// Diagnose __float128 type usage only from SYCL device code if the current /// target doesn't support it /// if (!S.Context.getTargetInfo().hasFloat128Type() && /// S.getLangOpts().SYCLIsDevice) /// SYCLDiagIfDeviceCode(Loc, diag::err_type_unsupported) << "__float128"; SemaDiagnosticBuilder SYCLDiagIfDeviceCode(SourceLocation Loc, unsigned DiagID); /// Check whether we're allowed to call Callee from the current context. /// /// - If the call is never allowed in a semantically-correct program /// emits an error and returns false. /// /// - If the call is allowed in semantically-correct programs, but only if /// it's never codegen'ed, creates a deferred diagnostic to be emitted if /// and when the caller is codegen'ed, and returns true. /// /// - Otherwise, returns true without emitting any diagnostics. /// /// Adds Callee to DeviceCallGraph if we don't know if its caller will be /// codegen'ed yet. bool checkSYCLDeviceFunction(SourceLocation Loc, FunctionDecl *Callee); }; /// RAII object that enters a new expression evaluation context. class EnterExpressionEvaluationContext { Sema &Actions; bool Entered = true; public: EnterExpressionEvaluationContext( Sema &Actions, Sema::ExpressionEvaluationContext NewContext, Decl *LambdaContextDecl = nullptr, Sema::ExpressionEvaluationContextRecord::ExpressionKind ExprContext = Sema::ExpressionEvaluationContextRecord::EK_Other, bool ShouldEnter = true) : Actions(Actions), Entered(ShouldEnter) { if (Entered) Actions.PushExpressionEvaluationContext(NewContext, LambdaContextDecl, ExprContext); } EnterExpressionEvaluationContext( Sema &Actions, Sema::ExpressionEvaluationContext NewContext, Sema::ReuseLambdaContextDecl_t, Sema::ExpressionEvaluationContextRecord::ExpressionKind ExprContext = Sema::ExpressionEvaluationContextRecord::EK_Other) : Actions(Actions) { Actions.PushExpressionEvaluationContext( NewContext, Sema::ReuseLambdaContextDecl, ExprContext); } enum InitListTag { InitList }; EnterExpressionEvaluationContext(Sema &Actions, InitListTag, bool ShouldEnter = true) : Actions(Actions), Entered(false) { // In C++11 onwards, narrowing checks are performed on the contents of // braced-init-lists, even when they occur within unevaluated operands. // Therefore we still need to instantiate constexpr functions used in such // a context. if (ShouldEnter && Actions.isUnevaluatedContext() && Actions.getLangOpts().CPlusPlus11) { Actions.PushExpressionEvaluationContext( Sema::ExpressionEvaluationContext::UnevaluatedList); Entered = true; } } ~EnterExpressionEvaluationContext() { if (Entered) Actions.PopExpressionEvaluationContext(); } }; DeductionFailureInfo MakeDeductionFailureInfo(ASTContext &Context, Sema::TemplateDeductionResult TDK, sema::TemplateDeductionInfo &Info); /// Contains a late templated function. /// Will be parsed at the end of the translation unit, used by Sema & Parser. struct LateParsedTemplate { CachedTokens Toks; /// The template function declaration to be late parsed. Decl *D; }; template <> void Sema::PragmaStack<Sema::AlignPackInfo>::Act(SourceLocation PragmaLocation, PragmaMsStackAction Action, llvm::StringRef StackSlotLabel, AlignPackInfo Value); } // end namespace clang namespace llvm { // Hash a FunctionDeclAndLoc by looking at both its FunctionDecl and its // SourceLocation. template <> struct DenseMapInfo<clang::Sema::FunctionDeclAndLoc> { using FunctionDeclAndLoc = clang::Sema::FunctionDeclAndLoc; using FDBaseInfo = DenseMapInfo<clang::CanonicalDeclPtr<clang::FunctionDecl>>; static FunctionDeclAndLoc getEmptyKey() { return {FDBaseInfo::getEmptyKey(), clang::SourceLocation()}; } static FunctionDeclAndLoc getTombstoneKey() { return {FDBaseInfo::getTombstoneKey(), clang::SourceLocation()}; } static unsigned getHashValue(const FunctionDeclAndLoc &FDL) { return hash_combine(FDBaseInfo::getHashValue(FDL.FD), FDL.Loc.getHashValue()); } static bool isEqual(const FunctionDeclAndLoc &LHS, const FunctionDeclAndLoc &RHS) { return LHS.FD == RHS.FD && LHS.Loc == RHS.Loc; } }; } // namespace llvm #endif
simd_misc_messages.c
// RUN: %clang_cc1 -fsyntax-only -fopenmp -verify %s // expected-error@+1 {{unexpected OpenMP directive '#pragma omp simd'}} #pragma omp simd // expected-error@+1 {{unexpected OpenMP directive '#pragma omp simd'}} #pragma omp simd foo // expected-error@+1 {{unexpected OpenMP directive '#pragma omp simd'}} #pragma omp simd safelen(4) void test_no_clause() { int i; #pragma omp simd for (i = 0; i < 16; ++i) ; // expected-error@+2 {{statement after '#pragma omp simd' must be a for loop}} #pragma omp simd ++i; } void test_branch_protected_scope() { int i = 0; L1: ++i; int x[24]; #pragma omp simd for (i = 0; i < 16; ++i) { if (i == 5) goto L1; // expected-error {{use of undeclared label 'L1'}} else if (i == 6) return; // expected-error {{cannot return from OpenMP region}} else if (i == 7) goto L2; else if (i == 8) { L2: x[i]++; } } if (x[0] == 0) goto L2; // expected-error {{use of undeclared label 'L2'}} else if (x[1] == 1) goto L1; } void test_invalid_clause() { int i; // expected-warning@+1 {{extra tokens at the end of '#pragma omp simd' are ignored}} #pragma omp simd foo bar for (i = 0; i < 16; ++i) ; } void test_non_identifiers() { int i, x; // expected-warning@+1 {{extra tokens at the end of '#pragma omp simd' are ignored}} #pragma omp simd; for (i = 0; i < 16; ++i) ; // expected-error@+2 {{unexpected OpenMP clause 'firstprivate' in directive '#pragma omp simd'}} // expected-warning@+1 {{extra tokens at the end of '#pragma omp simd' are ignored}} #pragma omp simd firstprivate(x); for (i = 0; i < 16; ++i) ; // expected-warning@+1 {{extra tokens at the end of '#pragma omp simd' are ignored}} #pragma omp simd private(x); for (i = 0; i < 16; ++i) ; // expected-warning@+1 {{extra tokens at the end of '#pragma omp simd' are ignored}} #pragma omp simd, private(x); for (i = 0; i < 16; ++i) ; } extern int foo(); void test_safelen() { int i; // expected-error@+1 {{expected '('}} #pragma omp simd safelen for (i = 0; i < 16; ++i) ; // expected-error@+1 {{expected expression}} expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp simd safelen( for (i = 0; i < 16; ++i) ; // expected-error@+1 {{expected expression}} #pragma omp simd safelen() for (i = 0; i < 16; ++i) ; // expected-error@+1 {{expected expression}} expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp simd safelen(, for (i = 0; i < 16; ++i) ; // expected-error@+1 {{expected expression}} expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp simd safelen(, ) for (i = 0; i < 16; ++i) ; // expected-warning@+2 {{extra tokens at the end of '#pragma omp simd' are ignored}} // expected-error@+1 {{expected '('}} #pragma omp simd safelen 4) for (i = 0; i < 16; ++i) ; // expected-error@+2 {{expected ')'}} // expected-note@+1 {{to match this '('}} #pragma omp simd safelen(4 for (i = 0; i < 16; ++i) ; // expected-error@+2 {{expected ')'}} // expected-note@+1 {{to match this '('}} #pragma omp simd safelen(4, for (i = 0; i < 16; ++i) ; // expected-error@+2 {{expected ')'}} // expected-note@+1 {{to match this '('}} #pragma omp simd safelen(4, ) for (i = 0; i < 16; ++i) ; // xxpected-error@+1 {{expected expression}} #pragma omp simd safelen(4) for (i = 0; i < 16; ++i) ; // expected-error@+2 {{expected ')'}} // expected-note@+1 {{to match this '('}} #pragma omp simd safelen(4 4) for (i = 0; i < 16; ++i) ; // expected-error@+2 {{expected ')'}} // expected-note@+1 {{to match this '('}} #pragma omp simd safelen(4, , 4) for (i = 0; i < 16; ++i) ; #pragma omp simd safelen(4) for (i = 0; i < 16; ++i) ; // expected-error@+2 {{expected ')'}} // expected-note@+1 {{to match this '('}} #pragma omp simd safelen(4, 8) for (i = 0; i < 16; ++i) ; // expected-error@+1 {{expression is not an integer constant expression}} #pragma omp simd safelen(2.5) for (i = 0; i < 16; ++i) ; // expected-error@+1 {{expression is not an integer constant expression}} #pragma omp simd safelen(foo()) for (i = 0; i < 16; ++i) ; // expected-error@+1 {{argument to 'safelen' clause must be a positive integer value}} #pragma omp simd safelen(-5) for (i = 0; i < 16; ++i) ; // expected-error@+1 {{argument to 'safelen' clause must be a positive integer value}} #pragma omp simd safelen(0) for (i = 0; i < 16; ++i) ; // expected-error@+1 {{argument to 'safelen' clause must be a positive integer value}} #pragma omp simd safelen(5 - 5) for (i = 0; i < 16; ++i) ; } void test_collapse() { int i; // expected-error@+1 {{expected '('}} #pragma omp simd collapse for (i = 0; i < 16; ++i) ; // expected-error@+1 {{expected expression}} expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp simd collapse( for (i = 0; i < 16; ++i) ; // expected-error@+1 {{expected expression}} #pragma omp simd collapse() for (i = 0; i < 16; ++i) ; // expected-error@+1 {{expected expression}} expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp simd collapse(, for (i = 0; i < 16; ++i) ; // expected-error@+1 {{expected expression}} expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp simd collapse(, ) for (i = 0; i < 16; ++i) ; // expected-warning@+2 {{extra tokens at the end of '#pragma omp simd' are ignored}} // expected-error@+1 {{expected '('}} #pragma omp simd collapse 4) for (i = 0; i < 16; ++i) ; // expected-error@+2 {{expected ')'}} // expected-note@+1 {{to match this '('}} expected-note@+1 {{as specified in 'collapse' clause}} #pragma omp simd collapse(4 for (i = 0; i < 16; ++i) ; // expected-error {{expected 4 for loops after '#pragma omp simd', but found only 1}} // expected-error@+2 {{expected ')'}} // expected-note@+1 {{to match this '('}} expected-note@+1 {{as specified in 'collapse' clause}} #pragma omp simd collapse(4, for (i = 0; i < 16; ++i) ; // expected-error {{expected 4 for loops after '#pragma omp simd', but found only 1}} // expected-error@+2 {{expected ')'}} // expected-note@+1 {{to match this '('}} expected-note@+1 {{as specified in 'collapse' clause}} #pragma omp simd collapse(4, ) for (i = 0; i < 16; ++i) ; // expected-error {{expected 4 for loops after '#pragma omp simd', but found only 1}} // xxpected-error@+1 {{expected expression}} expected-note@+1 {{as specified in 'collapse' clause}} #pragma omp simd collapse(4) for (i = 0; i < 16; ++i) ; // expected-error {{expected 4 for loops after '#pragma omp simd', but found only 1}} // expected-error@+2 {{expected ')'}} // expected-note@+1 {{to match this '('}} expected-note@+1 {{as specified in 'collapse' clause}} #pragma omp simd collapse(4 4) for (i = 0; i < 16; ++i) ; // expected-error {{expected 4 for loops after '#pragma omp simd', but found only 1}} // expected-error@+2 {{expected ')'}} // expected-note@+1 {{to match this '('}} expected-note@+1 {{as specified in 'collapse' clause}} #pragma omp simd collapse(4, , 4) for (i = 0; i < 16; ++i) ; // expected-error {{expected 4 for loops after '#pragma omp simd', but found only 1}} #pragma omp simd collapse(4) for (int i1 = 0; i1 < 16; ++i1) for (int i2 = 0; i2 < 16; ++i2) for (int i3 = 0; i3 < 16; ++i3) for (int i4 = 0; i4 < 16; ++i4) foo(); // expected-error@+2 {{expected ')'}} // expected-note@+1 {{to match this '('}} expected-note@+1 {{as specified in 'collapse' clause}} #pragma omp simd collapse(4, 8) for (i = 0; i < 16; ++i) ; // expected-error {{expected 4 for loops after '#pragma omp simd', but found only 1}} // expected-error@+1 {{expression is not an integer constant expression}} #pragma omp simd collapse(2.5) for (i = 0; i < 16; ++i) ; // expected-error@+1 {{expression is not an integer constant expression}} #pragma omp simd collapse(foo()) for (i = 0; i < 16; ++i) ; // expected-error@+1 {{argument to 'collapse' clause must be a positive integer value}} #pragma omp simd collapse(-5) for (i = 0; i < 16; ++i) ; // expected-error@+1 {{argument to 'collapse' clause must be a positive integer value}} #pragma omp simd collapse(0) for (i = 0; i < 16; ++i) ; // expected-error@+1 {{argument to 'collapse' clause must be a positive integer value}} #pragma omp simd collapse(5 - 5) for (i = 0; i < 16; ++i) ; // expected-note@+2 {{defined as reduction}} #pragma omp parallel #pragma omp simd collapse(2) reduction(+ : i) for (i = 0; i < 16; ++i) // expected-note@+1 {{variable with automatic storage duration is predetermined as private; perhaps you forget to enclose 'omp for' directive into a parallel or another task region?}} for (int j = 0; j < 16; ++j) // expected-error@+3 {{reduction variable must be shared}} // expected-error@+2 {{private variable cannot be reduction}} // expected-error@+1 {{OpenMP constructs may not be nested inside a simd region}} #pragma omp for reduction(+ : i, j) for (int k = 0; k < 16; ++k) i += j; } void test_linear() { int i; // expected-error@+1 {{expected expression}} expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp simd linear( for (i = 0; i < 16; ++i) ; // expected-error@+2 {{expected expression}} // expected-error@+1 {{expected expression}} expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp simd linear(, for (i = 0; i < 16; ++i) ; // expected-error@+2 {{expected expression}} // expected-error@+1 {{expected expression}} #pragma omp simd linear(, ) for (i = 0; i < 16; ++i) ; // expected-error@+1 {{expected expression}} #pragma omp simd linear() for (i = 0; i < 16; ++i) ; // expected-error@+1 {{expected expression}} #pragma omp simd linear(int) for (i = 0; i < 16; ++i) ; // expected-error@+1 {{expected variable name}} #pragma omp simd linear(0) for (i = 0; i < 16; ++i) ; // expected-error@+1 {{use of undeclared identifier 'x'}} #pragma omp simd linear(x) for (i = 0; i < 16; ++i) ; // expected-error@+2 {{use of undeclared identifier 'x'}} // expected-error@+1 {{use of undeclared identifier 'y'}} #pragma omp simd linear(x, y) for (i = 0; i < 16; ++i) ; // expected-error@+3 {{use of undeclared identifier 'x'}} // expected-error@+2 {{use of undeclared identifier 'y'}} // expected-error@+1 {{use of undeclared identifier 'z'}} #pragma omp simd linear(x, y, z) for (i = 0; i < 16; ++i) ; int x, y; // expected-error@+1 {{expected expression}} #pragma omp simd linear(x :) for (i = 0; i < 16; ++i) ; // expected-error@+1 {{expected expression}} expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp simd linear(x :, ) for (i = 0; i < 16; ++i) ; #pragma omp simd linear(x : 1) for (i = 0; i < 16; ++i) ; #pragma omp simd linear(x : 2 * 2) for (i = 0; i < 16; ++i) ; // expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp simd linear(x : 1, y) for (i = 0; i < 16; ++i) ; // expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp simd linear(x : 1, y, z : 1) for (i = 0; i < 16; ++i) ; // expected-note@+2 {{defined as linear}} // expected-error@+1 {{linear variable cannot be linear}} #pragma omp simd linear(x) linear(x) for (i = 0; i < 16; ++i) ; // expected-note@+2 {{defined as private}} // expected-error@+1 {{private variable cannot be linear}} #pragma omp simd private(x) linear(x) for (i = 0; i < 16; ++i) ; // expected-note@+2 {{defined as linear}} // expected-error@+1 {{linear variable cannot be private}} #pragma omp simd linear(x) private(x) for (i = 0; i < 16; ++i) ; // expected-warning@+1 {{zero linear step (x and other variables in clause should probably be const)}} #pragma omp simd linear(x, y : 0) for (i = 0; i < 16; ++i) ; // expected-note@+2 {{defined as linear}} // expected-error@+1 {{linear variable cannot be lastprivate}} #pragma omp simd linear(x) lastprivate(x) for (i = 0; i < 16; ++i) ; // expected-note@+2 {{defined as lastprivate}} // expected-error@+1 {{lastprivate variable cannot be linear}} #pragma omp simd lastprivate(x) linear(x) for (i = 0; i < 16; ++i) ; } void test_aligned() { int i; // expected-error@+1 {{expected expression}} expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp simd aligned( for (i = 0; i < 16; ++i) ; // expected-error@+2 {{expected expression}} // expected-error@+1 {{expected expression}} expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp simd aligned(, for (i = 0; i < 16; ++i) ; // expected-error@+2 {{expected expression}} // expected-error@+1 {{expected expression}} #pragma omp simd aligned(, ) for (i = 0; i < 16; ++i) ; // expected-error@+1 {{expected expression}} #pragma omp simd aligned() for (i = 0; i < 16; ++i) ; // expected-error@+1 {{expected expression}} #pragma omp simd aligned(int) for (i = 0; i < 16; ++i) ; // expected-error@+1 {{expected variable name}} #pragma omp simd aligned(0) for (i = 0; i < 16; ++i) ; // expected-error@+1 {{use of undeclared identifier 'x'}} #pragma omp simd aligned(x) for (i = 0; i < 16; ++i) ; // expected-error@+2 {{use of undeclared identifier 'x'}} // expected-error@+1 {{use of undeclared identifier 'y'}} #pragma omp simd aligned(x, y) for (i = 0; i < 16; ++i) ; // expected-error@+3 {{use of undeclared identifier 'x'}} // expected-error@+2 {{use of undeclared identifier 'y'}} // expected-error@+1 {{use of undeclared identifier 'z'}} #pragma omp simd aligned(x, y, z) for (i = 0; i < 16; ++i) ; int *x, y, z[25]; // expected-note 4 {{'y' defined here}} #pragma omp simd aligned(x) for (i = 0; i < 16; ++i) ; #pragma omp simd aligned(z) for (i = 0; i < 16; ++i) ; // expected-error@+1 {{expected expression}} #pragma omp simd aligned(x :) for (i = 0; i < 16; ++i) ; // expected-error@+1 {{expected expression}} expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp simd aligned(x :, ) for (i = 0; i < 16; ++i) ; #pragma omp simd aligned(x : 1) for (i = 0; i < 16; ++i) ; #pragma omp simd aligned(x : 2 * 2) for (i = 0; i < 16; ++i) ; // expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp simd aligned(x : 1, y) for (i = 0; i < 16; ++i) ; // expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp simd aligned(x : 1, y, z : 1) for (i = 0; i < 16; ++i) ; // expected-error@+1 {{argument of aligned clause should be array or pointer, not 'int'}} #pragma omp simd aligned(x, y) for (i = 0; i < 16; ++i) ; // expected-error@+1 {{argument of aligned clause should be array or pointer, not 'int'}} #pragma omp simd aligned(x, y, z) for (i = 0; i < 16; ++i) ; // expected-note@+2 {{defined as aligned}} // expected-error@+1 {{a variable cannot appear in more than one aligned clause}} #pragma omp simd aligned(x) aligned(z, x) for (i = 0; i < 16; ++i) ; // expected-note@+3 {{defined as aligned}} // expected-error@+2 {{a variable cannot appear in more than one aligned clause}} // expected-error@+1 2 {{argument of aligned clause should be array or pointer, not 'int'}} #pragma omp simd aligned(x, y, z) aligned(y, z) for (i = 0; i < 16; ++i) ; } void test_private() { int i; // expected-error@+2 {{expected expression}} // expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp simd private( for (i = 0; i < 16; ++i) ; // expected-error@+2 {{expected ')'}} expected-note@+2 {{to match this '('}} // expected-error@+1 2 {{expected expression}} #pragma omp simd private(, for (i = 0; i < 16; ++i) ; // expected-error@+1 2 {{expected expression}} #pragma omp simd private(, ) for (i = 0; i < 16; ++i) ; // expected-error@+1 {{expected expression}} #pragma omp simd private() for (i = 0; i < 16; ++i) ; // expected-error@+1 {{expected expression}} #pragma omp simd private(int) for (i = 0; i < 16; ++i) ; // expected-error@+1 {{expected variable name}} #pragma omp simd private(0) for (i = 0; i < 16; ++i) ; int x, y, z; #pragma omp simd private(x) for (i = 0; i < 16; ++i) ; #pragma omp simd private(x, y) for (i = 0; i < 16; ++i) ; #pragma omp simd private(x, y, z) for (i = 0; i < 16; ++i) { x = y * i + z; } } void test_firstprivate() { int i; // expected-error@+3 {{expected ')'}} expected-note@+3 {{to match this '('}} // expected-error@+2 {{unexpected OpenMP clause 'firstprivate' in directive '#pragma omp simd'}} // expected-error@+1 {{expected expression}} #pragma omp simd firstprivate( for (i = 0; i < 16; ++i) ; } void test_lastprivate() { int i; // expected-error@+2 {{expected ')'}} expected-note@+2 {{to match this '('}} // expected-error@+1 {{expected expression}} #pragma omp simd lastprivate( for (i = 0; i < 16; ++i) ; // expected-error@+2 {{expected ')'}} expected-note@+2 {{to match this '('}} // expected-error@+1 2 {{expected expression}} #pragma omp simd lastprivate(, for (i = 0; i < 16; ++i) ; // expected-error@+1 2 {{expected expression}} #pragma omp simd lastprivate(, ) for (i = 0; i < 16; ++i) ; // expected-error@+1 {{expected expression}} #pragma omp simd lastprivate() for (i = 0; i < 16; ++i) ; // expected-error@+1 {{expected expression}} #pragma omp simd lastprivate(int) for (i = 0; i < 16; ++i) ; // expected-error@+1 {{expected variable name}} #pragma omp simd lastprivate(0) for (i = 0; i < 16; ++i) ; int x, y, z; #pragma omp simd lastprivate(x) for (i = 0; i < 16; ++i) ; #pragma omp simd lastprivate(x, y) for (i = 0; i < 16; ++i) ; #pragma omp simd lastprivate(x, y, z) for (i = 0; i < 16; ++i) ; } void test_reduction() { int i, x, y; // expected-error@+3 {{expected ')'}} expected-note@+3 {{to match this '('}} // expected-error@+2 {{expected identifier}} // expected-warning@+1 {{missing ':' after reduction identifier - ignoring}} #pragma omp simd reduction( for (i = 0; i < 16; ++i) ; // expected-error@+2 {{expected identifier}} // expected-warning@+1 {{missing ':' after reduction identifier - ignoring}} #pragma omp simd reduction() for (i = 0; i < 16; ++i) ; // expected-error@+2 {{expected expression}} // expected-warning@+1 {{missing ':' after reduction identifier - ignoring}} #pragma omp simd reduction(x) for (i = 0; i < 16; ++i) ; // expected-error@+1 {{expected identifier}} #pragma omp simd reduction( : x) for (i = 0; i < 16; ++i) ; // expected-error@+3 {{expected ')'}} expected-note@+3 {{to match this '('}} // expected-error@+2 {{expected identifier}} // expected-warning@+1 {{missing ':' after reduction identifier - ignoring}} #pragma omp simd reduction(, for (i = 0; i < 16; ++i) ; // expected-error@+3 {{expected ')'}} expected-note@+3 {{to match this '('}} // expected-error@+2 {{expected expression}} // expected-warning@+1 {{missing ':' after reduction identifier - ignoring}} #pragma omp simd reduction(+ for (i = 0; i < 16; ++i) ; // expected-error@+3 {{expected ')'}} expected-note@+3 {{to match this '('}} // // expected-error@+1 {{expected expression}} #pragma omp simd reduction(+: for (i = 0; i < 16; ++i) ; // expected-error@+1 {{expected expression}} #pragma omp simd reduction(+ :) for (i = 0; i < 16; ++i) ; // expected-error@+1 {{expected expression}} #pragma omp simd reduction(+ :, y) for (i = 0; i < 16; ++i) ; // expected-error@+1 {{expected expression}} #pragma omp simd reduction(+ : x, + : y) for (i = 0; i < 16; ++i) ; // expected-error@+1 {{expected identifier}} #pragma omp simd reduction(% : x) for (i = 0; i < 16; ++i) ; #pragma omp simd reduction(+ : x) for (i = 0; i < 16; ++i) ; #pragma omp simd reduction(* : x) for (i = 0; i < 16; ++i) ; #pragma omp simd reduction(- : x) for (i = 0; i < 16; ++i) ; #pragma omp simd reduction(& : x) for (i = 0; i < 16; ++i) ; #pragma omp simd reduction(| : x) for (i = 0; i < 16; ++i) ; #pragma omp simd reduction(^ : x) for (i = 0; i < 16; ++i) ; #pragma omp simd reduction(&& : x) for (i = 0; i < 16; ++i) ; #pragma omp simd reduction(|| : x) for (i = 0; i < 16; ++i) ; #pragma omp simd reduction(max : x) for (i = 0; i < 16; ++i) ; #pragma omp simd reduction(min : x) for (i = 0; i < 16; ++i) ; struct X { int x; }; struct X X; // expected-error@+1 {{expected variable name}} #pragma omp simd reduction(+ : X.x) for (i = 0; i < 16; ++i) ; // expected-error@+1 {{expected variable name}} #pragma omp simd reduction(+ : x + x) for (i = 0; i < 16; ++i) ; } void test_loop_messages() { float a[100], b[100], c[100]; // expected-error@+2 {{variable must be of integer or pointer type}} #pragma omp simd for (float fi = 0; fi < 10.0; fi++) { c[(int)fi] = a[(int)fi] + b[(int)fi]; } // expected-error@+2 {{variable must be of integer or pointer type}} #pragma omp simd for (double fi = 0; fi < 10.0; fi++) { c[(int)fi] = a[(int)fi] + b[(int)fi]; } }
GB_subassign_04.c
//------------------------------------------------------------------------------ // GB_subassign_04: C(I,J) += A ; using S //------------------------------------------------------------------------------ // SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2022, All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 //------------------------------------------------------------------------------ // Method 04: C(I,J) += A ; using S // M: NULL // Mask_comp: false // C_replace: false // accum: present // A: matrix // S: constructed // C: not bitmap: use GB_bitmap_assign instead // A: any sparsity structure. #include "GB_subassign_methods.h" GrB_Info GB_subassign_04 ( GrB_Matrix C, // input: const GrB_Index *I, const int64_t ni, const int64_t nI, const int Ikind, const int64_t Icolon [3], const GrB_Index *J, const int64_t nj, const int64_t nJ, const int Jkind, const int64_t Jcolon [3], const GrB_BinaryOp accum, const GrB_Matrix A, GB_Context Context ) { //-------------------------------------------------------------------------- // check inputs //-------------------------------------------------------------------------- ASSERT (!GB_IS_BITMAP (C)) ; ASSERT (!GB_aliased (C, A)) ; // NO ALIAS of C==A //-------------------------------------------------------------------------- // S = C(I,J) //-------------------------------------------------------------------------- GB_EMPTY_TASKLIST ; GB_OK (GB_subassign_symbolic (S, C, I, ni, J, nj, true, Context)) ; //-------------------------------------------------------------------------- // get inputs //-------------------------------------------------------------------------- GB_MATRIX_WAIT_IF_JUMBLED (A) ; GB_GET_C ; // C must not be bitmap GB_GET_A ; GB_GET_S ; GB_GET_ACCUM ; //-------------------------------------------------------------------------- // Method 04: C(I,J) += A ; using S //-------------------------------------------------------------------------- // Time: Close to Optimal. Every entry in A must be visited, and the // corresponding entry in S must then be found. Time for this phase is // Omega(nnz(A)), but S has already been constructed, in Omega(nnz(S)) // time. This method simply traverses all of A+S (like GB_add for // computing A+S), the same as Method 02. Time taken is O(nnz(A)+nnz(S)). // The only difference is that the traversal of A+S can terminate if A is // exhausted. Entries in S but not A do not actually require any work // (unlike Method 02, which must visit all entries in A+S). // Method 02 and Method 04 are somewhat similar. They differ on how C is // modified when the entry is present in S but not A. // TODO: phase2 of Method 02 and 04 are identical and could be // done in a single function. // Compare with Method 16, which computes C(I,J)<!M> += A, using S. //-------------------------------------------------------------------------- // Parallel: A+S (Methods 02, 04, 09, 10, 11, 12, 14, 16, 18, 20) //-------------------------------------------------------------------------- if (A_is_bitmap) { // all of IxJ must be examined GB_SUBASSIGN_IXJ_SLICE ; } else { // traverse all A+S GB_SUBASSIGN_TWO_SLICE (A, S) ; } //-------------------------------------------------------------------------- // phase 1: create zombies, update entries, and count pending tuples //-------------------------------------------------------------------------- if (A_is_bitmap) { //---------------------------------------------------------------------- // phase1: A is bitmap //---------------------------------------------------------------------- #pragma omp parallel for num_threads(nthreads) schedule(dynamic,1) \ reduction(+:nzombies) for (taskid = 0 ; taskid < ntasks ; taskid++) { //------------------------------------------------------------------ // get the task descriptor //------------------------------------------------------------------ GB_GET_IXJ_TASK_DESCRIPTOR_PHASE1 (iA_start, iA_end) ; //------------------------------------------------------------------ // compute all vectors in this task //------------------------------------------------------------------ for (int64_t j = kfirst ; j <= klast ; j++) { //-------------------------------------------------------------- // get S(iA_start:iA_end,j) //-------------------------------------------------------------- GB_GET_VECTOR_FOR_IXJ (S, iA_start) ; int64_t pA_start = j * Avlen ; //-------------------------------------------------------------- // do a 2-way merge of S(iA_start:iA_end,j) and A(ditto,j) //-------------------------------------------------------------- for (int64_t iA = iA_start ; iA < iA_end ; iA++) { int64_t pA = pA_start + iA ; bool Sfound = (pS < pS_end) && (GBI (Si, pS, Svlen) == iA) ; bool Afound = Ab [pA] ; if (Sfound && !Afound) { // ----[C . 1] or [X . 1]------------------------------- // S (i,j) is present but A (i,j) is not // [C . 1]: action: ( C ): no change, with accum // [X . 1]: action: ( X ): still a zombie GB_NEXT (S) ; } else if (!Sfound && Afound) { // ----[. A 1]------------------------------------------ // S (i,j) is not present, A (i,j) is present // [. A 1]: action: ( insert ) task_pending++ ; } else if (Sfound && Afound) { // ----[C A 1] or [X A 1]------------------------------- // both S (i,j) and A (i,j) present // [C A 1]: action: ( =C+A ): apply accum // [X A 1]: action: ( undelete ): zombie lives GB_C_S_LOOKUP ; GB_withaccum_C_A_1_matrix ; GB_NEXT (S) ; } } } GB_PHASE1_TASK_WRAPUP ; } } else { //---------------------------------------------------------------------- // phase1: A is hypersparse, sparse, or full //---------------------------------------------------------------------- #pragma omp parallel for num_threads(nthreads) schedule(dynamic,1) \ reduction(+:nzombies) for (taskid = 0 ; taskid < ntasks ; taskid++) { //------------------------------------------------------------------ // get the task descriptor //------------------------------------------------------------------ GB_GET_TASK_DESCRIPTOR_PHASE1 ; //------------------------------------------------------------------ // compute all vectors in this task //------------------------------------------------------------------ for (int64_t k = kfirst ; k <= klast ; k++) { //-------------------------------------------------------------- // get A(:,j) and S(:,j) //-------------------------------------------------------------- int64_t j = GBH (Zh, k) ; GB_GET_MAPPED (pA, pA_end, pA, pA_end, Ap, j, k, Z_to_X, Avlen); GB_GET_MAPPED (pS, pS_end, pB, pB_end, Sp, j, k, Z_to_S, Svlen); //-------------------------------------------------------------- // do a 2-way merge of S(:,j) and A(:,j) //-------------------------------------------------------------- // jC = J [j] ; or J is a colon expression // int64_t jC = GB_ijlist (J, j, Jkind, Jcolon) ; // while both list S (:,j) and A (:,j) have entries while (pS < pS_end && pA < pA_end) { int64_t iS = GBI (Si, pS, Svlen) ; int64_t iA = GBI (Ai, pA, Avlen) ; if (iS < iA) { // ----[C . 1] or [X . 1]------------------------------- // S (i,j) is present but A (i,j) is not // [C . 1]: action: ( C ): no change, with accum // [X . 1]: action: ( X ): still a zombie GB_NEXT (S) ; } else if (iA < iS) { // ----[. A 1]------------------------------------------ // S (i,j) is not present, A (i,j) is present // [. A 1]: action: ( insert ) task_pending++ ; GB_NEXT (A) ; } else { // ----[C A 1] or [X A 1]------------------------------- // both S (i,j) and A (i,j) present // [C A 1]: action: ( =C+A ): apply accum // [X A 1]: action: ( undelete ): zombie lives GB_C_S_LOOKUP ; GB_withaccum_C_A_1_matrix ; GB_NEXT (S) ; GB_NEXT (A) ; } } // ignore the remainder of S (:,j) // List A (:,j) has entries. List S (:,j) exhausted. task_pending += (pA_end - pA) ; } GB_PHASE1_TASK_WRAPUP ; } } //-------------------------------------------------------------------------- // phase 2: insert pending tuples //-------------------------------------------------------------------------- GB_PENDING_CUMSUM ; if (A_is_bitmap) { //---------------------------------------------------------------------- // phase2: A is bitmap //---------------------------------------------------------------------- #pragma omp parallel for num_threads(nthreads) schedule(dynamic,1) \ reduction(&&:pending_sorted) for (taskid = 0 ; taskid < ntasks ; taskid++) { //------------------------------------------------------------------ // get the task descriptor //------------------------------------------------------------------ GB_GET_IXJ_TASK_DESCRIPTOR_PHASE2 (iA_start, iA_end) ; //------------------------------------------------------------------ // compute all vectors in this task //------------------------------------------------------------------ for (int64_t j = kfirst ; j <= klast ; j++) { //-------------------------------------------------------------- // get S(iA_start:iA_end,j) //-------------------------------------------------------------- GB_GET_VECTOR_FOR_IXJ (S, iA_start) ; int64_t pA_start = j * Avlen ; //-------------------------------------------------------------- // do a 2-way merge of S(iA_start:iA_end,j) and A(ditto,j) //-------------------------------------------------------------- // jC = J [j] ; or J is a colon expression int64_t jC = GB_ijlist (J, j, Jkind, Jcolon) ; for (int64_t iA = iA_start ; iA < iA_end ; iA++) { int64_t pA = pA_start + iA ; bool Sfound = (pS < pS_end) && (GBI (Si, pS, Svlen) == iA) ; bool Afound = Ab [pA] ; if (!Sfound && Afound) { // ----[. A 1]------------------------------------------ // S (i,j) is not present, A (i,j) is present // [. A 1]: action: ( insert ) int64_t iC = GB_ijlist (I, iA, Ikind, Icolon) ; GB_PENDING_INSERT_aij ; GB_NEXT (A) ; } else if (Sfound) { // S (i,j) present GB_NEXT (S) ; } } } GB_PHASE2_TASK_WRAPUP ; } } else { //---------------------------------------------------------------------- // phase2: A is hypersparse, sparse, or full //---------------------------------------------------------------------- #pragma omp parallel for num_threads(nthreads) schedule(dynamic,1) \ reduction(&&:pending_sorted) for (taskid = 0 ; taskid < ntasks ; taskid++) { //------------------------------------------------------------------ // get the task descriptor //------------------------------------------------------------------ GB_GET_TASK_DESCRIPTOR_PHASE2 ; //------------------------------------------------------------------ // compute all vectors in this task //------------------------------------------------------------------ for (int64_t k = kfirst ; k <= klast ; k++) { //-------------------------------------------------------------- // get A(:,j) and S(:,j) //-------------------------------------------------------------- int64_t j = GBH (Zh, k) ; GB_GET_MAPPED (pA, pA_end, pA, pA_end, Ap, j, k, Z_to_X, Avlen); GB_GET_MAPPED (pS, pS_end, pB, pB_end, Sp, j, k, Z_to_S, Svlen); //-------------------------------------------------------------- // do a 2-way merge of S(:,j) and A(:,j) //-------------------------------------------------------------- // jC = J [j] ; or J is a colon expression int64_t jC = GB_ijlist (J, j, Jkind, Jcolon) ; // while both list S (:,j) and A (:,j) have entries while (pS < pS_end && pA < pA_end) { int64_t iS = GBI (Si, pS, Svlen) ; int64_t iA = GBI (Ai, pA, Avlen) ; if (iS < iA) { GB_NEXT (S) ; } else if (iA < iS) { // ----[. A 1]------------------------------------------ // S (i,j) is not present, A (i,j) is present // [. A 1]: action: ( insert ) int64_t iC = GB_ijlist (I, iA, Ikind, Icolon) ; GB_PENDING_INSERT_aij ; GB_NEXT (A) ; } else { GB_NEXT (S) ; GB_NEXT (A) ; } } // ignore the remainder of S (:,j) // while list A (:,j) has entries. List S (:,j) exhausted. while (pA < pA_end) { // ----[. A 1]---------------------------------------------- // S (i,j) is not present, A (i,j) is present // [. A 1]: action: ( insert ) int64_t iA = GBI (Ai, pA, Avlen) ; int64_t iC = GB_ijlist (I, iA, Ikind, Icolon) ; GB_PENDING_INSERT_aij ; GB_NEXT (A) ; } } GB_PHASE2_TASK_WRAPUP ; } } //-------------------------------------------------------------------------- // finalize the matrix and return result //-------------------------------------------------------------------------- GB_SUBASSIGN_WRAPUP ; }
test.c
#include <omp.h> #include <stdio.h> #define N 1024 #define EXPLICIT_TARGET_TASK 0 int A[N]; int B[N]; int C[N]; #if EXPLICIT_TARGET_TASK #define LOMP_TASK_DEP_40 1 #define LOMP_TARGET_40 1 #define LOMP_PROC_BIND_40 1 #define LOMP_OS_LINUX 1 #define LOMP_CANCEL_40 1 #include "/gsa/yktgsa-h1/00/eichen/new-tlomp/lomp/include/omp_interface.h" #define MAP_ITEM_SIZE (sizeof(int64_t)) #define MAP_SIZE (4*MAP_ITEM_SIZE) void _of1(lomp_Handle handle, char *fparg, char *sharg) { // for now use a compiler generated target because I am not sure how to // generate taret code, not sure its even possible directly from the // compiler #if 0 // get map pointers into frist private int mapNum1 = 1; int64_t *args1= (int64_t *) fparg; int64_t *args_base1 = args1 + mapNum1; int64_t *arg_sizes1 = args_base1 + mapNum1; int64_t *arg_types1 = arg_sizes1 + mapNum1; #endif #pragma omp target nowait map(A) { int i; for(int i=0; i<N; i++) A[i]++; } } #endif int main() { int i, errors; for(i=0; i<N; i++) { A[i] = i; } #if EXPLICIT_TARGET_TASK #pragma omp target data map(A) { lomp_Handle h = _lomp_GetHandle(); // first task lomp_TaskDep_Public *taskDepArray1; int mapNum1 = 1; void *fpagr1 = _lomp_Task_AllocateFirstPrivate_WithDeps(h, mapNum1 * MAP_SIZE, 1, &taskDepArray1); #if 0 // get map pointers into frist private int64_t *args1= (int64_t *) fparg1; int64_t *args_base1 = args1 + mapNum1; int64_t *arg_sizes1 = args_base1 + mapNum1; int64_t *arg_types1 = arg_sizes1 + mapNum1; // define maps args1[0] = args_base1[0] = &A[0]; arg_sizes1[0] = N * sizeof(int); arg_types1[0] = lomp_tmap_tofrom | lomp_tmap_target_param; #endif // set dependences taskDepArray1[0].addr = &A[0]; taskDepArray1[0].status = LOMP_TASK_DEP_STATUS_OUT; // launch target task _lomp_TargetTask_Setup_WithDep(0, h, _of1, fpagr1, NULL, 0, 1, taskDepArray1, 0); // second task lomp_TaskDep_Public *taskDepArray2; int mapNum2 = 1; void *fpagr2 = _lomp_Task_AllocateFirstPrivate_WithDeps(h, mapNum2 * MAP_SIZE, 1, &taskDepArray2); #if 0 // get map pointers into frist private int64_t *arg2s= (int64_t *) fparg2; int64_t *args_base2 = args2 + mapNum2; int64_t *arg_sizes2 = args_base2 + mapNum2; int64_t *arg_types2 = arg_sizes2 + mapNum2; // define maps args2[0] = args_base2[0] = &A[0]; arg_sizes2[0] = N * sizeof(int); arg_types2[0] = lomp_tmap_tofrom | lomp_tmap_target_param; #endif // set dependences taskDepArray2[0].addr = &A[0]; taskDepArray2[0].status = LOMP_TASK_DEP_STATUS_OUT; // launch target task _lomp_TargetTask_Setup_WithDep(0, h, _of1, fpagr2, NULL, 0, 1, taskDepArray2, 0); #pragma omp taskwait } #elif 1 #pragma omp target data map(A) { #pragma omp target map(A) depend(out: A[0]) nowait { int i; for(int i=0; i<N; i++) A[i]++; } #pragma omp target map(A) depend(out: A[0]) nowait { int i; for(int i=0; i<N; i++) A[i]++; } #pragma omp taskwait } #else #pragma omp target enter data map(to: A) depend(out: A[0]) nowait #pragma omp target map(A) depend(out: A[0]) nowait { int i; for(int i=0; i<N; i++) A[i]++; } #pragma omp target map(A) depend(out: A[0]) nowait { int i; for(int i=0; i<N; i++) A[i]++; } #pragma omp target exit data map(from: A) depend(out: A[0]) nowait #pragma omp taskwait #endif errors = 0; for(i=0; i<N; i++) { if (A[i] != i+2) printf("%d: got %d, expected %d; error %d\n", i, A[i], i+2, ++errors); if (errors>25) break; } printf("completed with %d errors\n", errors); return 1; }
disfuncs.c
/****************************************************************************** * Copyright (c) 2015 - 2016 Philipp Schubert. * * All rights reserved. This program and the accompanying materials are made * * available under the terms of LICENSE.txt. * * * * Contributors: * * Philipp Schubert * *****************************************************************************/ /** @file disfuncs.c * @brief Implementation der Prototypen aus disfuncs.h. * * In dieser Datei sind die Funktionen zur Berechnung der Unähnlichkeitsmatrix * Delta, sowie die zur Berechnung einer (euklidischen) Distanzmatrix (ohne * eigenes Speichermanagment). * * @author Philipp D. Schubert * @bug Keine Bugs bekannt. */ #include "disfuncs.h" #include "m.h" #include "tm.h" #include "utils.h" #include <omp.h> #include <stdlib.h> #include <string.h> tm_t *calcDeltaMatrix(const m_t *data, const enum delta d, const int p) { tm_t *delta = initTM(data->rows); unsigned int i, j; switch (d) { case EUCLIDEAN: #pragma omp parallel for shared(delta) private(i, j) schedule(dynamic) for (i = 0; i < data->rows; ++i) { for (j = 0; j < i; ++j) { delta->elems[(i * (i + 1)) / 2 + j] = euclidean(&data->elems[i * data->cols], &data->elems[j * data->cols], data->cols); } } break; case CITYBLOCK: #pragma omp parallel for shared(delta) private(i, j) schedule(dynamic) for (i = 0; i < data->rows; ++i) { for (j = 0; j < i; ++j) { delta->elems[(i * (i + 1)) / 2 + j] = cityblock(&data->elems[i * data->cols], &data->elems[j * data->cols], data->cols); } } break; case MINKOWSKI: #pragma omp parallel for shared(delta) private(i, j) schedule(dynamic) for (i = 0; i < data->rows; ++i) { for (j = 0; j < i; ++j) { delta->elems[(i * (i + 1)) / 2 + j] = minkowski(&data->elems[i * data->cols], &data->elems[j * data->cols], p, data->cols); } } break; case CANBERRA: #pragma omp parallel for shared(delta) private(i, j) schedule(dynamic) for (i = 0; i < data->rows; ++i) { for (j = 0; j < i; ++j) { delta->elems[(i * (i + 1)) / 2 + j] = canberra(&data->elems[i * data->cols], &data->elems[j * data->cols], data->cols); } } break; case DIVERGENCE: #pragma omp parallel for shared(delta) private(i, j) schedule(dynamic) for (i = 0; i < data->rows; ++i) { for (j = 0; j < i; ++j) { delta->elems[(i * (i + 1)) / 2 + j] = divergence(&data->elems[i * data->cols], &data->elems[j * data->cols], data->cols); } } break; case BRAYCURTIS: #pragma omp parallel for shared(delta) private(i, j) schedule(dynamic) for (i = 0; i < data->rows; ++i) { for (j = 0; j < i; ++j) { delta->elems[(i * (i + 1)) / 2 + j] = braycurtis(&data->elems[i * data->cols], &data->elems[j * data->cols], data->cols); } } break; case SOERGEL: #pragma omp parallel for shared(delta) private(i, j) schedule(dynamic) for (i = 0; i < data->rows; ++i) { for (j = 0; j < i; ++j) { delta->elems[(i * (i + 1)) / 2 + j] = soergel(&data->elems[i * data->cols], &data->elems[j * data->cols], data->cols); } } break; case BAHATTACHARYYA: #pragma omp parallel for shared(delta) private(i, j) schedule(dynamic) for (i = 0; i < data->rows; ++i) { for (j = 0; j < i; ++j) { delta->elems[(i * (i + 1)) / 2 + j] = bahattacharyya(&data->elems[i * data->cols], &data->elems[j * data->cols], data->cols); } } break; case WAVEHEDGES: #pragma omp parallel for shared(delta) private(i, j) schedule(dynamic) for (i = 0; i < data->rows; ++i) { for (j = 0; j < i; ++j) { delta->elems[(i * (i + 1)) / 2 + j] = wavehedges(&data->elems[i * data->cols], &data->elems[j * data->cols], data->cols); } } break; case ANGULARSEPERATION: #pragma omp parallel for shared(delta) private(i, j) schedule(dynamic) for (i = 0; i < data->rows; ++i) { for (j = 0; j < i; ++j) { delta->elems[(i * (i + 1)) / 2 + j] = angularseperation(&data->elems[i * data->cols], &data->elems[j * data->cols], data->cols); } } break; case CORRELATION: #pragma omp parallel for shared(delta) private(i, j) schedule(dynamic) for (i = 0; i < data->rows; ++i) { for (j = 0; j < i; ++j) { delta->elems[(i * (i + 1)) / 2 + j] = correlation(&data->elems[i * data->cols], &data->elems[j * data->cols], data->cols); } } break; case NONE: CERROR(data->rows != data->cols, "input is no valid dissimilarity matrix"); #pragma omp parallel for shared(delta) private(i, j) schedule(dynamic) for (i = 0; i < data->rows; ++i) { for (j = 0; j <= i; ++j) { delta->elems[(i * (i + 1)) / 2 + j] = data->elems[i * data->cols + j]; } } break; default: perror("unsupported measure of DELTA"); HEREANDNOW; exit(-1); break; } return delta; } void calcDistanceMatrix_nomem(const m_t *x, tm_t *dx) { unsigned int i, j; #pragma omp parallel for shared(x, dx) private(i, j) schedule(dynamic) for (i = 0; i < x->rows; ++i) { for (j = 0; j < i; ++j) { dx->elems[(i * (i + 1)) / 2 + j] = euclidean(&x->elems[i * x->cols], &x->elems[j * x->cols], x->cols); } } }
writebw.c
/****************************************************************************** ** Copyright (c) 2013-2018, Alexander Heinecke ** ** All rights reserved. ** ** ** ** Redistribution and use in source and binary forms, with or without ** ** modification, are permitted provided that the following conditions ** ** are met: ** ** 1. Redistributions of source code must retain the above copyright ** ** notice, this list of conditions and the following disclaimer. ** ** 2. Redistributions in binary form must reproduce the above copyright ** ** notice, this list of conditions and the following disclaimer in the ** ** documentation and/or other materials provided with the distribution. ** ** 3. Neither the name of the copyright holder nor the names of its ** ** contributors may be used to endorse or promote products derived ** ** from this software without specific prior written permission. ** ** ** ** THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS ** ** "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT ** ** LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR ** ** A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT ** ** HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, ** ** SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED ** ** TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR ** ** PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF ** ** LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING ** ** NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS ** ** SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. ** ******************************************************************************/ #if 0 #define USE_CORE_PERF_COUNTERS #endif #include <stdio.h> #include <stdlib.h> #include <sys/time.h> #ifdef _OPENMP #include <omp.h> #endif #if defined(USE_UNCORE_PERF_COUNTERS) || defined(USE_CORE_PERF_COUNTERS) #include "./../common/perf_counter_markers.h" #endif #ifndef STREAM_ARRAY_SIZE # define STREAM_ARRAY_SIZE 10000000 #endif #ifdef NTIMES #if NTIMES<=1 # define NTIMES 10 #endif #endif #ifndef NTIMES # define NTIMES 10 #endif # ifndef MIN # define MIN(x,y) ((x)<(y)?(x):(y)) # endif # ifndef MAX # define MAX(x,y) ((x)>(y)?(x):(y)) # endif inline double sec(struct timeval start, struct timeval end) { return ((double)(((end.tv_sec * 1000000 + end.tv_usec) - (start.tv_sec * 1000000 + start.tv_usec)))) / 1.0e6; } int main(int argc, char* argv[]) { double* l_data; size_t l_n = 0; size_t l_i = 0; double* l_times; double l_result; double l_avgTime, l_minTime, l_maxTime; double l_size = (double)((size_t)STREAM_ARRAY_SIZE)*sizeof(double); struct timeval l_startTime, l_endTime; #ifdef USE_CORE_PERF_COUNTERS ctrs_core a, b, s; bw_gibs bw_cnt; setup_core_ctrs( CTRS_EXP_L2_BW ); zero_core_ctrs( &a ); zero_core_ctrs( &b ); zero_core_ctrs( &s ); #endif posix_memalign((void**)&l_data, 4096, ((size_t)STREAM_ARRAY_SIZE)*sizeof(double)); l_times = (double*)malloc(sizeof(double)*NTIMES); printf("WRITE BW Test Size MiB: %f\n", (l_size/(1024.0*1024.0))); // init data #pragma omp parallel for for ( l_n = 0; l_n < STREAM_ARRAY_SIZE; l_n++ ) { l_data[l_n] = (double)l_n; } // run benchmark for( l_i = 0; l_i < NTIMES; l_i++ ) { #ifdef USE_CORE_PERF_COUNTERS read_core_ctrs( &a ); #endif gettimeofday(&l_startTime, NULL); // we do manual reduction here as we don't rely on a smart OpenMP implementation #pragma omp parallel { double l_val = (double)omp_get_thread_num(); #pragma omp for for ( l_n = 0; l_n < STREAM_ARRAY_SIZE; l_n++ ) { l_data[l_n] = l_val; } } gettimeofday(&l_endTime, NULL); #ifdef USE_CORE_PERF_COUNTERS read_core_ctrs( &b ); difa_core_ctrs( &a, &b, &s ); #endif l_times[l_i] = sec(l_startTime, l_endTime); } #ifdef USE_CORE_PERF_COUNTERS divi_core_ctrs( &s, NTIMES ); #endif // postprocess timing l_avgTime = 0.0; l_minTime = 100000.0; l_maxTime = 0.0; for( l_i = 0; l_i < NTIMES; l_i++ ) { l_avgTime += l_times[l_i]; l_minTime = MIN(l_minTime, l_times[l_i]); l_maxTime = MAX(l_maxTime, l_times[l_i]); } l_avgTime /= (double)NTIMES; // output printf("AVG MiB/s: %f\n", (l_size/(1024.0*1024.0))/l_avgTime); printf("MAX MiB/s: %f\n", (l_size/(1024.0*1024.0))/l_minTime); printf("MIN MiB/s: %f\n", (l_size/(1024.0*1024.0))/l_maxTime); #ifdef USE_CORE_PERF_COUNTERS get_l2_bw_core_ctrs( &s, l_avgTime, &bw_cnt ); printf("%f,%f,%f,%f,%f,%f,%f (counters)\n", l_size/1024.0, bw_cnt.rd, bw_cnt.wr, bw_cnt.wr2, bw_cnt.wr3, bw_cnt.wr4, l_avgTime); #endif return 0; }
example-omp.c
// PWR015: Avoid copying unnecessary array elements to the GPU // https://www.appentra.com/knowledge/checks/pwr015 void foo() { int A[100], B[100], sum[100]; #pragma omp target map(to: A[0:100], B[0:100]) map(from: sum[0:100]) #pragma omp parallel for for (int i = 0; i < 50; i++) { sum[i] = A[i] + B[i]; } }
depth-metrics.h
// License: Apache 2.0. See LICENSE file in root directory. // Copyright(c) 2017 Intel Corporation. All Rights Reserved. // // Plane Fit implementation follows http://www.ilikebigbits.com/blog/2015/3/2/plane-from-points algorithm #pragma once #include <vector> #include <mutex> #include <array> #include <imgui.h> #include <any_librealsense2/rsutil.h> #include <any_librealsense2/rs.hpp> #include "rendering.h" namespace rs2 { namespace depth_quality { struct snapshot_metrics { int width; int height; rs2::region_of_interest roi; float distance; float angle; float angle_x; float angle_y; plane p; std::array<float3, 4> plane_corners; }; struct single_metric_data { single_metric_data(std::string name, float val) : val(val), name(name) {} float val; std::string name; }; using callback_type = std::function<void( const std::vector<rs2::float3>& points, const plane p, const rs2::region_of_interest roi, const float baseline_mm, const float focal_length_pixels, const int ground_thruth_mm, const bool plane_fit, const float plane_fit_to_ground_truth_mm, const float distance_mm, bool record, std::vector<single_metric_data>& samples)>; inline plane plane_from_point_and_normal(const rs2::float3& point, const rs2::float3& normal) { return{ normal.x, normal.y, normal.z, -(normal.x*point.x + normal.y*point.y + normal.z*point.z) }; } //Based on: http://www.ilikebigbits.com/blog/2015/3/2/plane-from-points inline plane plane_from_points(const std::vector<rs2::float3> points) { if (points.size() < 3) throw std::runtime_error("Not enough points to calculate plane"); rs2::float3 sum = { 0,0,0 }; for (auto point : points) sum = sum + point; rs2::float3 centroid = sum / float(points.size()); double xx = 0, xy = 0, xz = 0, yy = 0, yz = 0, zz = 0; for (auto point : points) { rs2::float3 temp = point - centroid; xx += temp.x * temp.x; xy += temp.x * temp.y; xz += temp.x * temp.z; yy += temp.y * temp.y; yz += temp.y * temp.z; zz += temp.z * temp.z; } double det_x = yy*zz - yz*yz; double det_y = xx*zz - xz*xz; double det_z = xx*yy - xy*xy; double det_max = std::max({ det_x, det_y, det_z }); if (det_max <= 0) return{ 0, 0, 0, 0 }; rs2::float3 dir{}; if (det_max == det_x) { float a = static_cast<float>((xz*yz - xy*zz) / det_x); float b = static_cast<float>((xy*yz - xz*yy) / det_x); dir = { 1, a, b }; } else if (det_max == det_y) { float a = static_cast<float>((yz*xz - xy*zz) / det_y); float b = static_cast<float>((xy*xz - yz*xx) / det_y); dir = { a, 1, b }; } else { float a = static_cast<float>((yz*xy - xz*yy) / det_z); float b = static_cast<float>((xz*xy - yz*xx) / det_z); dir = { a, b, 1 }; } return plane_from_point_and_normal(centroid, dir.normalize()); } inline double evaluate_pixel(const plane& p, const rs2_intrinsics* intrin, float x, float y, float distance, float3& output) { float pixel[2] = { x, y }; rs2_deproject_pixel_to_point(&output.x, intrin, pixel, distance); return evaluate_plane(p, output); } inline float3 approximate_intersection(const plane& p, const rs2_intrinsics* intrin, float x, float y, float min, float max) { float3 point; auto f = evaluate_pixel(p, intrin, x, y, max, point); if (fabs(max - min) < 1e-3) return point; auto n = evaluate_pixel(p, intrin, x, y, min, point); if (f*n > 0) return{ 0, 0, 0 }; auto avg = (max + min) / 2; auto mid = evaluate_pixel(p, intrin, x, y, avg, point); if (mid*n < 0) return approximate_intersection(p, intrin, x, y, min, avg); return approximate_intersection(p, intrin, x, y, avg, max); } inline float3 approximate_intersection(const plane& p, const rs2_intrinsics* intrin, float x, float y) { return approximate_intersection(p, intrin, x, y, 0.f, 1000.f); } inline snapshot_metrics analyze_depth_image( const rs2::video_frame& frame, float units, float baseline_mm, const rs2_intrinsics * intrin, rs2::region_of_interest roi, const int ground_truth_mm, bool plane_fit_present, std::vector<single_metric_data>& samples, bool record, callback_type callback) { auto pixels = (const uint16_t*)frame.get_data(); const auto w = frame.get_width(); const auto h = frame.get_height(); snapshot_metrics result{ w, h, roi, {} }; std::mutex m; std::vector<rs2::float3> roi_pixels; //#pragma omp parallel for - TODO optimization envisaged for (int y = roi.min_y; y < roi.max_y; ++y) for (int x = roi.min_x; x < roi.max_x; ++x) { auto depth_raw = pixels[y*w + x]; if (depth_raw) { // units is float float pixel[2] = { float(x), float(y) }; float point[3]; auto distance = depth_raw * units; rs2_deproject_pixel_to_point(point, intrin, pixel, distance); std::lock_guard<std::mutex> lock(m); roi_pixels.push_back({ point[0], point[1], point[2] }); } } if (roi_pixels.size() < 3) { // Not enough pixels in RoI to fit a plane return result; } plane p = plane_from_points(roi_pixels); if (p == plane{ 0, 0, 0, 0 }) { // The points in RoI don't span a valid plane return result; } // Calculate intersection of the plane fit with a ray along the center of ROI // that by design coincides with the center of the frame float3 plane_fit_pivot = approximate_intersection(p, intrin, intrin->width / 2.f, intrin->height / 2.f); float plane_fit_to_gt_offset_mm = (ground_truth_mm > 0.f) ? (plane_fit_pivot.z * 1000 - ground_truth_mm) : 0; result.p = p; result.plane_corners[0] = approximate_intersection(p, intrin, float(roi.min_x), float(roi.min_y)); result.plane_corners[1] = approximate_intersection(p, intrin, float(roi.max_x), float(roi.min_y)); result.plane_corners[2] = approximate_intersection(p, intrin, float(roi.max_x), float(roi.max_y)); result.plane_corners[3] = approximate_intersection(p, intrin, float(roi.min_x), float(roi.max_y)); // Distance of origin (the camera) from the plane is encoded in parameter D of the plane // The parameter represents the euclidian distance (along plane normal) from camera to the plane result.distance = static_cast<float>(-p.d * 1000); // Angle can be calculated from param C result.angle = static_cast<float>(std::acos(std::abs(p.c)) / M_PI * 180.); callback(roi_pixels, p, roi, baseline_mm, intrin->fx, ground_truth_mm, plane_fit_present, plane_fit_to_gt_offset_mm, result.distance, record, samples); // Calculate normal auto n = float3{ p.a, p.b, p.c }; auto cam = float3{ 0.f, 0.f, -1.f }; auto dot = n * cam; auto u = cam - n * dot; result.angle_x = u.x; result.angle_y = u.y; return result; } } }
gemv_x_csr.c
#include "alphasparse/util.h" #include "alphasparse/kernel.h" #include "alphasparse/opt.h" #ifdef _OPENMP #include <omp.h> #endif #include <string.h> #include <memory.h> static inline alphasparse_status_t gemv_csr_unroll4(const ALPHA_Number alpha, const ALPHA_SPMAT_CSR *A, const ALPHA_Number *x, const ALPHA_Number beta, ALPHA_Number *y, ALPHA_INT lrs, ALPHA_INT lre) { for (ALPHA_INT i = lrs; i < lre; i++) { ALPHA_INT pks = A->rows_start[i]; ALPHA_INT pke = A->rows_end[i]; ALPHA_INT pkl = pke - pks; ALPHA_Number tmp = vec_doti(pkl, &A->values[pks], &A->col_indx[pks], x); alpha_mule(y[i], beta); alpha_madde(y[i], alpha, tmp); } return ALPHA_SPARSE_STATUS_SUCCESS; } static inline alphasparse_status_t gemv_csr_omp(const ALPHA_Number alpha, const ALPHA_SPMAT_CSR *A, const ALPHA_Number *x, const ALPHA_Number beta, ALPHA_Number *y) { ALPHA_INT m = A->rows; ALPHA_INT num_threads = alpha_get_thread_num(); ALPHA_INT partition[num_threads + 1]; balanced_partition_row_by_nnz(A->rows_end, m, num_threads, partition); #ifdef _OPENMP #pragma omp parallel num_threads(num_threads) #endif { ALPHA_INT tid = alpha_get_thread_id(); ALPHA_INT local_m_s = partition[tid]; ALPHA_INT local_m_e = partition[tid + 1]; gemv_csr_unroll4(alpha, A, x, beta, y, local_m_s, local_m_e); } return ALPHA_SPARSE_STATUS_SUCCESS; } alphasparse_status_t ONAME(const ALPHA_Number alpha, const ALPHA_SPMAT_CSR *mat, const ALPHA_Number *x, const ALPHA_Number beta, ALPHA_Number *y) { return gemv_csr_omp(alpha, mat, x, beta, y); }
gp.h
#include <iostream> #include <armadillo> #include <omp.h> using namespace std; using namespace arma; //const double pi = M_PI; dmat calc_covariance_matrix(dmat X,float bandwidth=0.01) { bandwidth = 1.0 / (2.0 * pow(bandwidth,2)); int n = X.n_cols; dmat K(n,n,fill::eye); #pragma omp parallel { #pragma omp for for(int i=0;i<n;i++) for(int j=i+1;j<n;j++) { vec diff = X.col(i) - X.col(j); double mean_diff = mean(diff % diff); K(i,j) = exp(-mean_diff*bandwidth); K(j,i) = K(i,j); } } return K; } double probit_log_likelihood(vec latent_variables, vec class_labels) { return accu(log(normcdf(latent_variables % class_labels))); } dmat elliptical_slice_sampling(dmat K,vec y,int N_mcmc=100000,int burn_in=1000,int seed=-1,bool verbose=true) { dmat samples; int n = K.n_rows; int N = y.n_elem; if (seed == -1) arma_rng::set_seed_random(); else arma_rng::set_seed(seed); dmat mcmc_samples(burn_in+N_mcmc,N,fill::zeros); dvec mean(n,fill::zeros); dmat norm_samples = mvnrnd(mean,K,burn_in+N_mcmc).t(); dvec unif_samples = randu<dvec>(burn_in+N_mcmc); dvec theta = randu<dvec>(burn_in+N_mcmc)*(2.0*pi); dvec theta_min = theta - (2.0 * pi); dvec theta_max = theta + (2.0 * pi); for(int i=1;i<burn_in+N_mcmc;i++) { if (i < burn_in) { cout << "Burning in...\r"; cout << flush; } else { cout << "Elliptical slice sampling Step " << (i-burn_in+1) << "...\r"; cout << flush; } dvec f = conv_to<dvec>::from(mcmc_samples.row(i-1)); double llh_thresh = probit_log_likelihood(f,y) + log(unif_samples(i)); dvec f_star = f * cos(theta(i)) + norm_samples.row(i).t(); while(probit_log_likelihood(f_star,y) < llh_thresh) { if (theta(i) < 0) theta_min(i) = theta(i); else theta_max(i) = theta(i); theta(i) = randu<double>() * (theta_max(i)-theta_min(i)) + theta_min(i); f_star = f * cos(theta(i)) + norm_samples.row(i).t() * sin(theta(i)); } mcmc_samples.row(i) = f_star.t(); } cout << '\n'; return mcmc_samples.rows(burn_in,burn_in+N_mcmc-1); } dmat sherman_r(dmat A, dvec u, dvec v) { dmat x = v.t() * A * u; dmat B = A * u * v.t() * A; double c = 1.0 / (x(0) + 1.0); return A - B * c; } dvec calc_rate(dmat X, dmat f_draws, bool verbose=true) { dmat beta_draws = (pinv(X) * f_draws.t()).t(); dmat V = cov(beta_draws); dmat D = pinv(V); dmat D_U, D_V; dvec D_s; svd(D_U,D_s,D_V,D); uvec ind = find(D_s > 1e-10); D_U = D_U.cols(ind); dmat U = D_U.each_row() % sqrt(D_s.elem(ind)).t(); dvec mu = conv_to<dvec>::from(mean(beta_draws,0)); mu = abs(mu); dmat Lambda = U * U.t(); dvec kld(mu.n_elem,fill::zeros); for(int q=0;q<mu.n_elem;q++) { if (verbose) cout << "Calculating KLD(" << q << ")...\r"; dvec Vq = conv_to<dvec>::from(V.col(q)); dmat U_Lambda_sub = sherman_r(Lambda,Vq,Vq); dmat U_no_q = U_Lambda_sub; U_no_q.shed_row(q); dmat U_no_qq = U_no_q; U_no_qq.shed_col(q); dvec U_no_q_q = conv_to<dvec>::from(U_no_q.col(q)); dvec alpha = U_no_q_q.t() * U_no_qq * U_no_q_q; kld(q) = pow(mu(q),2.0) * alpha(0) * 0.5; } kld.save("kld.txt",raw_ascii); if (verbose) cout << "KLD calculation Completed.\n"; // Compute the corresponding “RelATive cEntrality” (RATE) measure dvec rates = kld / sum(kld); /// Find the entropic deviation from a uniform distribution //delta = np.sum(rates*np.log(len(mu)*rates)) // Calibrate Delta via the effective sample size (ESS) measures from importance sampling ### // (Gruber and West, 2016, 2017) //eff_samp_size = 1./(1.+delta)*100. return rates; } dmat find_rate_variables_with_other_sampling_methods(dmat X,vec y,float bandwidth = 0.01, string sampling_method = "ESS", int size = 100000, int N_mcmc = 100000, int burn_in = 1000, bool probit = true, int seed = -1) { int n_fils = X.n_cols; uvec nonzero_col = find(any(X,0)); nonzero_col.print(); X = conv_to<dmat>::from(X.cols(nonzero_col)); cout << "X " << X.n_rows << ' ' << X.n_cols << endl; dmat X_colmean = mean(X,0); dmat X_colstd = stddev(X,0,0); X.each_row() -= X_colmean; X.each_row() /= X_colstd; cout << X.n_rows << ' ' << X.n_cols << endl; dmat K = calc_covariance_matrix(X.t(),bandwidth); //K.save("K.bin",arma_binary); dmat samples; //if (not sampling_method.compare("ESS")) samples = elliptical_slice_sampling(K,y,N_mcmc,burn_in,seed,true); //samples.save("ESS.bin",arma_binary); //samples.load("ESS.bin",arma_binary); dvec rates_nv = calc_rate(X,samples); dvec rates(n_fils,fill::zeros); for(int i=0;i<nonzero_col.n_elem;i++) rates(nonzero_col(i)) = rates_nv(i); return rates; }
GB_binop__bor_uint16.c
//------------------------------------------------------------------------------ // GB_binop: hard-coded functions for each built-in binary operator //------------------------------------------------------------------------------ // SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2021, All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 //------------------------------------------------------------------------------ // If this file is in the Generated2/ folder, do not edit it // (it is auto-generated from Generator/*). #include "GB.h" #ifndef GBCOMPACT #include "GB_emult.h" #include "GB_control.h" #include "GB_ek_slice.h" #include "GB_dense.h" #include "GB_atomics.h" #include "GB_bitmap_assign_methods.h" #include "GB_binop__include.h" // C=binop(A,B) is defined by the following types and operators: // A+B function (eWiseAdd): GB (_AaddB__bor_uint16) // A.*B function (eWiseMult): GB (_AemultB_08__bor_uint16) // A.*B function (eWiseMult): GB (_AemultB_02__bor_uint16) // A.*B function (eWiseMult): GB (_AemultB_04__bor_uint16) // A.*B function (eWiseMult): GB (_AemultB_bitmap__bor_uint16) // A*D function (colscale): GB (_AxD__bor_uint16) // D*A function (rowscale): GB (_DxB__bor_uint16) // C+=B function (dense accum): GB (_Cdense_accumB__bor_uint16) // C+=b function (dense accum): GB (_Cdense_accumb__bor_uint16) // C+=A+B function (dense ewise3): GB ((none)) // C=A+B function (dense ewise3): GB (_Cdense_ewise3_noaccum__bor_uint16) // C=scalar+B GB (_bind1st__bor_uint16) // C=scalar+B' GB (_bind1st_tran__bor_uint16) // C=A+scalar GB (_bind2nd__bor_uint16) // C=A'+scalar GB (_bind2nd_tran__bor_uint16) // C type: uint16_t // A type: uint16_t // A pattern? 0 // B type: uint16_t // B pattern? 0 // BinaryOp: cij = (aij) | (bij) #define GB_ATYPE \ uint16_t #define GB_BTYPE \ uint16_t #define GB_CTYPE \ uint16_t // true if the types of A and B are identical #define GB_ATYPE_IS_BTYPE \ 1 // true if the types of C and A are identical #define GB_CTYPE_IS_ATYPE \ 1 // true if the types of C and B are identical #define GB_CTYPE_IS_BTYPE \ 1 // aij = Ax [pA] #define GB_GETA(aij,Ax,pA,A_iso) \ uint16_t aij = GBX (Ax, pA, A_iso) // true if values of A are not used #define GB_A_IS_PATTERN \ 0 \ // bij = Bx [pB] #define GB_GETB(bij,Bx,pB,B_iso) \ uint16_t bij = GBX (Bx, pB, B_iso) // true if values of B are not used #define GB_B_IS_PATTERN \ 0 \ // declare scalar of the same type as C #define GB_CTYPE_SCALAR(t) \ uint16_t t // cij = Ax [pA] #define GB_COPY_A_TO_C(cij,Ax,pA,A_iso) \ cij = GBX (Ax, pA, A_iso) // cij = Bx [pB] #define GB_COPY_B_TO_C(cij,Bx,pB,B_iso) \ cij = GBX (Bx, pB, B_iso) #define GB_CX(p) Cx [p] // binary operator #define GB_BINOP(z,x,y,i,j) \ z = (x) | (y) ; // true if the binop must be flipped #define GB_BINOP_FLIP \ 0 // op is second #define GB_OP_IS_SECOND \ 0 // do the numerical phases of GB_add and GB_emult #define GB_PHASE_2_OF_2 // hard-coded loops can be vectorized #define GB_PRAGMA_SIMD_VECTORIZE GB_PRAGMA_SIMD // disable this operator and use the generic case if these conditions hold #define GB_DISABLE \ (GxB_NO_BOR || GxB_NO_UINT16 || GxB_NO_BOR_UINT16) //------------------------------------------------------------------------------ // C += A+B, all 3 matrices dense //------------------------------------------------------------------------------ #if 0 // The op must be MIN, MAX, PLUS, MINUS, RMINUS, TIMES, DIV, or RDIV. void GB ((none)) ( GrB_Matrix C, const GrB_Matrix A, const GrB_Matrix B, const int nthreads ) { #include "GB_dense_ewise3_accum_template.c" } #endif //------------------------------------------------------------------------------ // C = A+B, all 3 matrices dense //------------------------------------------------------------------------------ void GB (_Cdense_ewise3_noaccum__bor_uint16) ( GrB_Matrix C, const GrB_Matrix A, const GrB_Matrix B, const int nthreads ) { #include "GB_dense_ewise3_noaccum_template.c" } //------------------------------------------------------------------------------ // C += B, accumulate a sparse matrix into a dense matrix //------------------------------------------------------------------------------ GrB_Info GB (_Cdense_accumB__bor_uint16) ( GrB_Matrix C, const GrB_Matrix B, const int64_t *B_ek_slicing, const int B_ntasks, const int B_nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else { #include "GB_dense_subassign_23_template.c" } return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // C += b, accumulate a scalar into a dense matrix //------------------------------------------------------------------------------ GrB_Info GB (_Cdense_accumb__bor_uint16) ( GrB_Matrix C, const GB_void *p_bwork, const int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else { // get the scalar b for C += b, of type uint16_t uint16_t bwork = (*((uint16_t *) p_bwork)) ; #include "GB_dense_subassign_22_template.c" return (GrB_SUCCESS) ; } return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // C = A*D, column scale with diagonal D matrix //------------------------------------------------------------------------------ GrB_Info GB (_AxD__bor_uint16) ( GrB_Matrix C, const GrB_Matrix A, const GrB_Matrix D, const int64_t *A_ek_slicing, const int A_ntasks, const int A_nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else uint16_t *restrict Cx = (uint16_t *) C->x ; #include "GB_AxB_colscale_template.c" return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // C = D*B, row scale with diagonal D matrix //------------------------------------------------------------------------------ GrB_Info GB (_DxB__bor_uint16) ( GrB_Matrix C, const GrB_Matrix D, const GrB_Matrix B, int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else uint16_t *restrict Cx = (uint16_t *) C->x ; #include "GB_AxB_rowscale_template.c" return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // eWiseAdd: C=A+B, C<M>=A+B, C<!M>=A+B //------------------------------------------------------------------------------ GrB_Info GB (_AaddB__bor_uint16) ( GrB_Matrix C, const int C_sparsity, const GrB_Matrix M, const bool Mask_struct, const bool Mask_comp, const GrB_Matrix A, const GrB_Matrix B, const bool is_eWiseUnion, const GB_void *alpha_scalar_in, const GB_void *beta_scalar_in, const bool Ch_is_Mh, const int64_t *restrict C_to_M, const int64_t *restrict C_to_A, const int64_t *restrict C_to_B, const GB_task_struct *restrict TaskList, const int C_ntasks, const int C_nthreads, GB_Context Context ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else GB_WERK_DECLARE (M_ek_slicing, int64_t) ; GB_WERK_DECLARE (A_ek_slicing, int64_t) ; GB_WERK_DECLARE (B_ek_slicing, int64_t) ; uint16_t alpha_scalar ; uint16_t beta_scalar ; if (is_eWiseUnion) { alpha_scalar = (*((uint16_t *) alpha_scalar_in)) ; beta_scalar = (*((uint16_t *) beta_scalar_in )) ; } #include "GB_add_template.c" GB_FREE_WORKSPACE ; return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // eWiseMult: C=A.*B, C<M>=A.*B, or C<M!>=A.*B where C is sparse/hyper //------------------------------------------------------------------------------ GrB_Info GB (_AemultB_08__bor_uint16) ( GrB_Matrix C, const int C_sparsity, const int ewise_method, const GrB_Matrix M, const bool Mask_struct, const bool Mask_comp, const GrB_Matrix A, const GrB_Matrix B, const int64_t *restrict C_to_M, const int64_t *restrict C_to_A, const int64_t *restrict C_to_B, const GB_task_struct *restrict TaskList, const int C_ntasks, const int C_nthreads, GB_Context Context ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else #include "GB_emult_08_meta.c" return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // eWiseMult: C<#> = A.*B when A is sparse/hyper and B is bitmap/full //------------------------------------------------------------------------------ GrB_Info GB (_AemultB_02__bor_uint16) ( GrB_Matrix C, const GrB_Matrix M, const bool Mask_struct, const bool Mask_comp, const GrB_Matrix A, const GrB_Matrix B, const bool flipxy, const int64_t *restrict Cp_kfirst, const int64_t *A_ek_slicing, const int A_ntasks, const int A_nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else #if GB_BINOP_FLIP // The operator is not commutative, and does not have a flipped // variant. For example z=atan2(y,x). if (flipxy) { // use fmult(y,x) #undef GB_FLIPPED #define GB_FLIPPED 1 #include "GB_emult_02_template.c" } else { // use fmult(x,y) #undef GB_FLIPPED #define GB_FLIPPED 0 #include "GB_emult_02_template.c" } #else // No need to handle the flip: the operator is either commutative, or // has been handled by changing z=div(y,x) to z=rdiv(x,y) for example. #undef GB_FLIPPED #define GB_FLIPPED 0 #include "GB_emult_02_template.c" #endif return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // eWiseMult: C<M> = A.*B, M sparse/hyper, A and B bitmap/full //------------------------------------------------------------------------------ GrB_Info GB (_AemultB_04__bor_uint16) ( GrB_Matrix C, const GrB_Matrix M, const bool Mask_struct, const GrB_Matrix A, const GrB_Matrix B, const int64_t *restrict Cp_kfirst, const int64_t *M_ek_slicing, const int M_ntasks, const int M_nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else #include "GB_emult_04_template.c" return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // eWiseMult: C=A.*B, C<M>=A.*B, C<!M>=A.*B where C is bitmap //------------------------------------------------------------------------------ GrB_Info GB (_AemultB_bitmap__bor_uint16) ( GrB_Matrix C, const int ewise_method, const GrB_Matrix M, const bool Mask_struct, const bool Mask_comp, const GrB_Matrix A, const GrB_Matrix B, const int64_t *M_ek_slicing, const int M_ntasks, const int M_nthreads, const int C_nthreads, GB_Context Context ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else #include "GB_bitmap_emult_template.c" return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // Cx = op (x,Bx): apply a binary operator to a matrix with scalar bind1st //------------------------------------------------------------------------------ GrB_Info GB (_bind1st__bor_uint16) ( GB_void *Cx_output, // Cx and Bx may be aliased const GB_void *x_input, const GB_void *Bx_input, const int8_t *restrict Bb, int64_t bnz, int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else uint16_t *Cx = (uint16_t *) Cx_output ; uint16_t x = (*((uint16_t *) x_input)) ; uint16_t *Bx = (uint16_t *) Bx_input ; int64_t p ; #pragma omp parallel for num_threads(nthreads) schedule(static) for (p = 0 ; p < bnz ; p++) { if (!GBB (Bb, p)) continue ; uint16_t bij = GBX (Bx, p, false) ; Cx [p] = (x) | (bij) ; } return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // Cx = op (Ax,y): apply a binary operator to a matrix with scalar bind2nd //------------------------------------------------------------------------------ GrB_Info GB (_bind2nd__bor_uint16) ( GB_void *Cx_output, // Cx and Ax may be aliased const GB_void *Ax_input, const GB_void *y_input, const int8_t *restrict Ab, int64_t anz, int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else int64_t p ; uint16_t *Cx = (uint16_t *) Cx_output ; uint16_t *Ax = (uint16_t *) Ax_input ; uint16_t y = (*((uint16_t *) y_input)) ; #pragma omp parallel for num_threads(nthreads) schedule(static) for (p = 0 ; p < anz ; p++) { if (!GBB (Ab, p)) continue ; uint16_t aij = GBX (Ax, p, false) ; Cx [p] = (aij) | (y) ; } return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // C = op (x, A'): transpose and apply a binary operator //------------------------------------------------------------------------------ // cij = op (x, aij), no typecasting (in spite of the macro name) #undef GB_CAST_OP #define GB_CAST_OP(pC,pA) \ { \ uint16_t aij = GBX (Ax, pA, false) ; \ Cx [pC] = (x) | (aij) ; \ } GrB_Info GB (_bind1st_tran__bor_uint16) ( GrB_Matrix C, const GB_void *x_input, const GrB_Matrix A, int64_t *restrict *Workspaces, const int64_t *restrict A_slice, int nworkspaces, int nthreads ) { // GB_unop_transpose.c uses GB_ATYPE, but A is // the 2nd input to binary operator z=f(x,y). #undef GB_ATYPE #define GB_ATYPE \ uint16_t #if GB_DISABLE return (GrB_NO_VALUE) ; #else uint16_t x = (*((const uint16_t *) x_input)) ; #include "GB_unop_transpose.c" return (GrB_SUCCESS) ; #endif #undef GB_ATYPE #define GB_ATYPE \ uint16_t } //------------------------------------------------------------------------------ // C = op (A', y): transpose and apply a binary operator //------------------------------------------------------------------------------ // cij = op (aij, y), no typecasting (in spite of the macro name) #undef GB_CAST_OP #define GB_CAST_OP(pC,pA) \ { \ uint16_t aij = GBX (Ax, pA, false) ; \ Cx [pC] = (aij) | (y) ; \ } GrB_Info GB (_bind2nd_tran__bor_uint16) ( GrB_Matrix C, const GrB_Matrix A, const GB_void *y_input, int64_t *restrict *Workspaces, const int64_t *restrict A_slice, int nworkspaces, int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else uint16_t y = (*((const uint16_t *) y_input)) ; #include "GB_unop_transpose.c" return (GrB_SUCCESS) ; #endif } #endif
lu.pluto.par.c
#include <stdio.h> #include <stdlib.h> #include <sys/time.h> #include <math.h> #define ceild(n,d) ceil(((double)(n))/((double)(d))) #define floord(n,d) floor(((double)(n))/((double)(d))) #define max(x,y) ((x) > (y)? (x) : (y)) #define min(x,y) ((x) < (y)? (x) : (y)) double L[N][N]; double U[N][N]; double A[N][N+13]; void init_arrays() { int i, j, k; /* have to initialize this matrix properly to prevent * division by zero */ for (i=0; i<N; i++) { for (j=0; j<N; j++) { L[i][j] = 0.0; U[i][j] = 0.0; } } for (i=0; i<N; i++) { for (j=0; j<=i; j++) { L[i][j] = i+j+1; U[j][i] = i+j+1; } } for (i=0; i<N; i++) { for (j=0; j<N; j++) { for (k=0; k<N; k++) { A[i][j] += L[i][k]*U[k][j]; } } } } double rtclock() { struct timezone tzp; struct timeval tp; int stat; gettimeofday (&tp, &tzp); return (tp.tv_sec + tp.tv_usec*1.0e-6); } int main() { init_arrays(); double annot_t_start=0, annot_t_end=0, annot_t_total=0; int annot_i; for (annot_i=0; annot_i<REPS; annot_i++) { annot_t_start = rtclock(); register int i,j,k; #define S1(zT0,zT1,zT2,zT3,k,j) {A[k][j]=A[k][j]/A[k][k];} #define S2(zT0,zT1,zT2,zT3,zT4,zT5,k,i,j) {A[i][j]=A[i][j]-A[i][k]*A[k][j];} int c1, c2, c3, c4, c5, c6, c7, c8, c9; register int lb, ub, lb1, ub1, lb2, ub2; register int lbv, ubv; /* Generated from PLuTo-produced CLooG file by CLooG v0.14.1 64 bits in 1.93s. */ for (c1=-1;c1<=floord(2*N-3,256);c1++) { lb1=max(max(ceild(256*c1-N+2,256),ceild(128*c1-127,256)),0); ub1=min(floord(256*c1+255,256),floord(N-1,256)); #pragma omp parallel for shared(c1,lb1,ub1) private(c2,c3,c4,c5,c6,c7,c8,c9) for (c2=lb1; c2<=ub1; c2++) { for (c3=max(ceild(128*c1-128*c2-32385,32640),ceild(128*c1-128*c2-127,128));c3<=floord(N-1,256);c3++) { for (c4=max(max(8*c1-8*c2,8*c1-8*c2-1792*c3-1778),0);c4<=min(min(min(min(floord(128*c2+127,16),floord(3968*c3+3937,16)),floord(128*c3+127,16)),8*c1-8*c2+7),floord(N-2,32));c4++) { for (c5=max(max(ceild(16*c4-15,16),0),8*c2);c5<=min(8*c2+7,floord(N-1,32));c5++) { for (c6=max(max(max(max(ceild(16*c4-465,496),ceild(8*c1-8*c2-8*c3-c4-217,223)),ceild(-8*c1+8*c2+8*c3+c4-217,225)),8*c3),ceild(16*c4-15,16));c6<=min(8*c3+7,floord(N-1,32));c6++) { if ((c1 == c2+c3) && (c4 == c6)) { for (c7=max(32*c6,0);c7<=min(min(32*c6+30,N-2),32*c5+30);c7++) { for (c8=max(c7+1,32*c5);c8<=min(32*c5+31,N-1);c8++) { S1(c1-c2,c2,c4,c5,c7,c8) ; for (c9=c7+1;c9<=min(32*c6+31,N-1);c9++) { S2(c1-c2,c1-c2,c2,c4,c4,c5,c7,c9,c8) ; } } } } for (c7=max(0,32*c4);c7<=min(min(32*c6-1,32*c4+31),32*c5+30);c7++) { /*@ begin Loop( transform UnrollJam(ufactor=8) for (c8=max(32*c5,c7+1);c8<=min(N-1,32*c5+31);c8++) transform Unroll(ufactor=8) for (c9=32*c6;c9<=min(N-1,32*c6+31);c9++) { S2(c1-c2,c3,c2,c4,c6,c5,c7,c9,c8) ; } ) @*/{ for (c8 = max(32 * c5, c7 + 1); c8 <= min(N - 1, 32 * c5 + 31) - 7; c8 = c8 + 8) { for (c9 = 32 * c6; c9 <= min(N - 1, 32 * c6 + 31) - 7; c9 = c9 + 8) { S2(c1 - c2, c3, c2, c4, c6, c5, c7, c9, c8); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 1), c8); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 2), c8); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 3), c8); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 4), c8); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 5), c8); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 6), c8); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 7), c8); S2(c1 - c2, c3, c2, c4, c6, c5, c7, c9, (c8 + 1)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 1), (c8 + 1)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 2), (c8 + 1)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 3), (c8 + 1)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 4), (c8 + 1)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 5), (c8 + 1)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 6), (c8 + 1)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 7), (c8 + 1)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, c9, (c8 + 2)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 1), (c8 + 2)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 2), (c8 + 2)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 3), (c8 + 2)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 4), (c8 + 2)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 5), (c8 + 2)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 6), (c8 + 2)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 7), (c8 + 2)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, c9, (c8 + 3)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 1), (c8 + 3)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 2), (c8 + 3)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 3), (c8 + 3)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 4), (c8 + 3)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 5), (c8 + 3)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 6), (c8 + 3)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 7), (c8 + 3)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, c9, (c8 + 4)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 1), (c8 + 4)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 2), (c8 + 4)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 3), (c8 + 4)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 4), (c8 + 4)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 5), (c8 + 4)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 6), (c8 + 4)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 7), (c8 + 4)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, c9, (c8 + 5)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 1), (c8 + 5)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 2), (c8 + 5)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 3), (c8 + 5)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 4), (c8 + 5)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 5), (c8 + 5)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 6), (c8 + 5)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 7), (c8 + 5)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, c9, (c8 + 6)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 1), (c8 + 6)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 2), (c8 + 6)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 3), (c8 + 6)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 4), (c8 + 6)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 5), (c8 + 6)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 6), (c8 + 6)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 7), (c8 + 6)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, c9, (c8 + 7)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 1), (c8 + 7)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 2), (c8 + 7)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 3), (c8 + 7)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 4), (c8 + 7)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 5), (c8 + 7)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 6), (c8 + 7)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 7), (c8 + 7)); } for (; c9 <= min(N - 1, 32 * c6 + 31); c9 = c9 + 1) { S2(c1 - c2, c3, c2, c4, c6, c5, c7, c9, c8); S2(c1 - c2, c3, c2, c4, c6, c5, c7, c9, (c8 + 1)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, c9, (c8 + 2)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, c9, (c8 + 3)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, c9, (c8 + 4)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, c9, (c8 + 5)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, c9, (c8 + 6)); S2(c1 - c2, c3, c2, c4, c6, c5, c7, c9, (c8 + 7)); } } for (; c8 <= min(N - 1, 32 * c5 + 31); c8 = c8 + 1) { for (c9 = 32 * c6; c9 <= min(N - 1, 32 * c6 + 31) - 7; c9 = c9 + 8) { S2(c1 - c2, c3, c2, c4, c6, c5, c7, c9, c8); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 1), c8); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 2), c8); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 3), c8); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 4), c8); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 5), c8); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 6), c8); S2(c1 - c2, c3, c2, c4, c6, c5, c7, (c9 + 7), c8); } for (; c9 <= min(N - 1, 32 * c6 + 31); c9 = c9 + 1) S2(c1 - c2, c3, c2, c4, c6, c5, c7, c9, c8); } } /*@ end @*/ } if ((c1 == c2+c3) && (-c4 == -c6) && (c4 <= min(floord(N-33,32),floord(32*c5-1,32)))) { for (c8=max(32*c5,32*c4+32);c8<=min(N-1,32*c5+31);c8++) { S1(c1-c2,c2,c4,c5,32*c4+31,c8) ; } } } } } } } } /* End of CLooG code */ annot_t_end = rtclock(); annot_t_total += annot_t_end - annot_t_start; } annot_t_total = annot_t_total / REPS; printf("%f\n", annot_t_total); return ((int) A[0][0]); }
graphequivalance.c
#include "graph.h" #include "mainFunctions.h" #include "print.h" #include "powerperformacetracking.h" #include "communities.h" #include "graphprop.h" typedef struct graphmap { node_t newPos; // node_t revPos; } graphmap; void readMap(graph *G, graphmap* gm, const char* filename) { int r = 1; FILE* f; f = fopen(filename, "r"); node_t i,j; node_t id = 0; while(id < G->numNodes) { r = fscanf(f,"%d %d",&i,&j); assert(r != EOF); assert(i == id); gm[id].newPos = j; id++; } fclose(f); } void equivalance(graph *G, graph *newG, graphmap *gm) { bool hasEdgeWeight = false; if(G->weights != NULL) { hasEdgeWeight = true; } #pragma omp parallel { node_t x0; #pragma omp for schedule(dynamic, 1024) for (x0 = 0; x0 < G->numNodes; x0 ++) { node_t xNew = gm[x0].newPos; for (edge_t y_idx = G->begin[x0];y_idx < G->begin[x0+1] ; y_idx ++) { node_t y = G->node_idx [y_idx]; node_t yNew = gm[y].newPos; bool neighbour = false; int weight = 0; for(edge_t s = newG->begin[xNew]; s < newG->begin[xNew+1]; s++) { node_t dest = newG->node_idx[s]; if(dest == yNew) { neighbour = true; if(hasEdgeWeight) weight = newG->weights[s]; break; } } assert(neighbour == true); if(hasEdgeWeight) assert(weight == G->weights[y_idx]); } } } } /*** * Common entry point for all algorithms, **/ int runalgo(int argc,char** argv) { if(argc < 5) { const char* argList[4] = {"<inputfile1>" , "<graphformat>","<inputfile2>", "<graphmapfile>"}; printError() } graph* G = readGraph(argv[1], argv[2]); graph* newG = readGraph(argv[3], argv[2]); graphmap* gm = (graphmap*) malloc (G->numNodes * sizeof(graphmap)); readMap(G,gm, argv[4]); equivalance(G, newG, gm); } inline void kernel(graph *G) { }
parallel_for.h
/* Copyright (c) 2016, Taiga Nomi All rights reserved. Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: * Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. * Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. * Neither the name of the <organization> nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. */ #pragma once #include <vector> #include <type_traits> #include <limits> #include <cassert> #include <cstdio> #include <string> #include "aligned_allocator.h" #include "nn_error.h" #include "tiny_dnn/config.h" #ifdef CNN_USE_TBB #ifndef NOMINMAX #define NOMINMAX // tbb includes windows.h in tbb/machine/windows_api.h #endif #include <tbb/tbb.h> #include <tbb/task_group.h> #endif #ifndef CNN_USE_OMP #include <thread> #include <future> #endif namespace tiny_dnn { #ifdef CNN_USE_TBB static tbb::task_scheduler_init tbbScheduler(tbb::task_scheduler_init::automatic);//tbb::task_scheduler_init::deferred); typedef tbb::blocked_range<int> blocked_range; template<typename Func> void parallel_for(int begin, int end, const Func& f, int grainsize) { tbb::parallel_for(blocked_range(begin, end, end - begin > grainsize ? grainsize : 1), f); } template<typename Func> void xparallel_for(int begin, int end, const Func& f) { f(blocked_range(begin, end, 100)); } #else struct blocked_range { typedef int const_iterator; blocked_range(int begin, int end) : begin_(begin), end_(end) {} blocked_range(size_t begin, size_t end) : begin_(static_cast<int>(begin)), end_(static_cast<int>(end)) {} const_iterator begin() const { return begin_; } const_iterator end() const { return end_; } private: int begin_; int end_; }; template<typename Func> void xparallel_for(size_t begin, size_t end, const Func& f) { blocked_range r(begin, end); f(r); } #if defined(CNN_USE_OMP) template<typename Func> void parallel_for(int begin, int end, const Func& f, int /*grainsize*/) { #pragma omp parallel for for (int i=begin; i<end; ++i) f(blocked_range(i,i+1)); } #elif defined(CNN_SINGLE_THREAD) template<typename Func> void parallel_for(int begin, int end, const Func& f, int /*grainsize*/) { xparallel_for(static_cast<size_t>(begin), static_cast<size_t>(end), f); } #else template<typename Func> void parallel_for(int start, int end, const Func &f, int /*grainsize*/) { int nthreads = std::thread::hardware_concurrency(); int blockSize = (end - start) / nthreads; if (blockSize*nthreads < end - start) blockSize++; std::vector<std::future<void>> futures; int blockStart = start; int blockEnd = blockStart + blockSize; if (blockEnd > end) blockEnd = end; for (int i = 0; i < nthreads; i++) { futures.push_back(std::move(std::async(std::launch::async, [blockStart, blockEnd, &f] { f(blocked_range(blockStart, blockEnd)); }))); blockStart += blockSize; blockEnd = blockStart + blockSize; if (blockStart >= end) break; if (blockEnd > end) blockEnd = end; } for (auto &future : futures) future.wait(); } #endif #endif // CNN_USE_TBB template<typename T, typename U> bool value_representation(U const &value) { return static_cast<U>(static_cast<T>(value)) == value; } template<typename T, typename Func> inline void for_(std::true_type, bool parallelize, int begin, T end, Func f, int grainsize = 100){ parallelize = parallelize && value_representation<int>(end); parallelize ? parallel_for(begin, static_cast<int>(end), f, grainsize) : xparallel_for(begin, static_cast<int>(end), f); } template<typename T, typename Func> inline void for_(std::false_type, bool parallelize, int begin, T end, Func f, int grainsize = 100){ parallelize ? parallel_for(begin, static_cast<int>(end), f, grainsize) : xparallel_for(begin, end, f); } template<typename T, typename Func> inline void for_(bool parallelize, int begin, T end, Func f, int grainsize = 100) { static_assert(std::is_integral<T>::value, "end must be integral type"); for_(typename std::is_unsigned<T>::type(), parallelize, begin, end, f, grainsize); } template <typename T, typename Func> void for_i(bool parallelize, T size, Func f, int grainsize = 100) { for_(parallelize, 0, size, [&](const blocked_range& r) { #ifdef CNN_USE_OMP #pragma omp parallel for #endif for (int i = r.begin(); i < r.end(); i++) f(i); }, grainsize); } template <typename T, typename Func> void for_i(T size, Func f, int grainsize = 100) { for_i(true, size, f, grainsize); } } // namespace tiny_dnn
packed.c
/* * This file contains routines for manipulating block matrices with blocks * stored in LAPACK's packed storage scheme. */ #include <stdlib.h> #include <stdio.h> #include "declarations.h" void store_packed(A,B) struct blockmatrix A,B; { int blk,i,j,n; double *p; double *q; for (blk=1; blk<=A.nblocks; blk++) { switch (A.blocks[blk].blockcategory) { case DIAG: p=A.blocks[blk].data.vec; q=B.blocks[blk].data.vec; n=A.blocks[blk].blocksize; for (i=1; i<=n; i++) q[i]=p[i]; break; case MATRIX: p=A.blocks[blk].data.mat; q=B.blocks[blk].data.mat; n=A.blocks[blk].blocksize; #pragma omp parallel for schedule(dynamic,64) private(i,j) shared(p,q,n) for (j=1; j<=n; j++) for (i=1; i<=j; i++) q[ijtokp(i,j,n)]=p[ijtok(i,j,n)]; break; default: printf("store_packed illegal block type \n"); exit(12); }; } } void store_unpacked(A,B) struct blockmatrix A,B; { int blk,i,j,n; double *p; double *q; for (blk=1; blk<=A.nblocks; blk++) { switch (A.blocks[blk].blockcategory) { case DIAG: p=A.blocks[blk].data.vec; q=B.blocks[blk].data.vec; n=A.blocks[blk].blocksize; for (i=1; i<=n; i++) q[i]=p[i]; break; case PACKEDMATRIX: p=A.blocks[blk].data.mat; q=B.blocks[blk].data.mat; n=A.blocks[blk].blocksize; #pragma omp parallel for schedule(dynamic,64) private(i,j) shared(p,q,n) for (j=1; j<=n; j++) for (i=1; i<=j; i++) q[ijtok(i,j,n)]=p[ijtokp(i,j,n)]; for (j=1; j<n; j++) for (i=j+1; i<=n; i++) q[ijtok(i,j,n)]=q[ijtok(j,i,n)]; break; default: printf("store_unpacked block type \n"); exit(12); }; } } /* * Allocate space for a block matrix. Get strucutre info from A, and * allocate the matrix B with matching structure. */ void alloc_mat_packed(A,pB) struct blockmatrix A; struct blockmatrix *pB; { int blk,n; /* * First put up the number of blocks. */ pB->nblocks=A.nblocks; /* * Then allocate space for the block records. */ pB->blocks=(struct blockrec *)malloc(sizeof(struct blockrec)*(A.nblocks+1)); if (pB->blocks == NULL) { printf("Storage allocation failed!\n"); exit(10); }; /* * Now, fill in the info for each block. */ for (blk=1; blk <=A.nblocks; blk++) { switch (A.blocks[blk].blockcategory) { case DIAG: pB->blocks[blk].blockcategory=A.blocks[blk].blockcategory; pB->blocks[blk].blocksize=A.blocks[blk].blocksize; pB->blocks[blk].data.vec=(double *)malloc(sizeof(double)*(A.blocks[blk].blocksize+1)); if (pB->blocks[blk].data.vec == NULL) { printf("Storage allocation failed!\n"); exit(10); }; break; case MATRIX: n=A.blocks[blk].blocksize; pB->blocks[blk].blockcategory=PACKEDMATRIX; pB->blocks[blk].blocksize=n; pB->blocks[blk].data.mat=(double *)malloc(sizeof(double)*n*(n+1)/2); if (pB->blocks[blk].data.mat == NULL) { printf("Storage allocation failed!\n"); exit(10); }; break; default: printf("Illegal block type!\n"); exit(12); }; }; } void free_mat_packed(A) struct blockmatrix A; { int blk; /* * First, free the space for each block. */ for (blk=1; blk <=A.nblocks; blk++) { switch (A.blocks[blk].blockcategory) { case DIAG: free(A.blocks[blk].data.vec); break; case PACKEDMATRIX: free(A.blocks[blk].data.mat); break; default: printf("Illegal block type!\n"); exit(12); }; }; /* * Then free space for the block records. */ free(A.blocks); } void triu(A) struct blockmatrix A; { int i,j,n; int blk; for (blk=1; blk <= A.nblocks; blk++) { switch (A.blocks[blk].blockcategory) { case DIAG: break; case MATRIX: n=A.blocks[blk].blocksize; #pragma omp parallel for schedule(dynamic,64) private(i,j) shared(A,n) for (j=1; j<n; j++) for (i=j+1; i<=n; i++) A.blocks[blk].data.mat[ijtok(i,j,n)]=0.0; break; default: printf("triu illegal block type!\n"); exit(12); }; }; }
DRB047-doallchar-orig-no.c
/* Copyright (c) 2017, Lawrence Livermore National Security, LLC. Produced at the Lawrence Livermore National Laboratory Written by Chunhua Liao, Pei-Hung Lin, Joshua Asplund, Markus Schordan, and Ian Karlin (email: liao6@llnl.gov, lin32@llnl.gov, asplund1@llnl.gov, schordan1@llnl.gov, karlin1@llnl.gov) LLNL-CODE-732144 All rights reserved. This file is part of DataRaceBench. For details, see https://github.com/LLNL/dataracebench. Please also see the LICENSE file for our additional BSD notice. Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: * Redistributions of source code must retain the above copyright notice, this list of conditions and the disclaimer below. * Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the disclaimer (as noted below) in the documentation and/or other materials provided with the distribution. * Neither the name of the LLNS/LLNL nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL LAWRENCE LIVERMORE NATIONAL SECURITY, LLC, THE U.S. DEPARTMENT OF ENERGY OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. */ /* One dimension array computation with finer granularity than traditional 4 bytes. Dynamic tools monitoring 4-bytes elements may wrongfuly report race condition. */ #include "omprace.h" #include <omp.h> char a[100]; int main() { omprace_init(); int i; #pragma omp parallel for schedule(dynamic,1) for (i=0;i<100;i++) a[i]=a[i]+1; omprace_fini(); return 0; }
H2ERI_build_H2.c
#include <stdio.h> #include <string.h> #include <stdlib.h> #include <assert.h> #include <math.h> #include <omp.h> #include "CMS.h" #include "H2ERI_typedef.h" #include "H2Pack_build.h" #include "H2Pack_utils.h" #include "H2Pack_aux_structs.h" #include "H2Pack_ID_compress.h" #include "H2ERI_utils.h" #include "linalg_lib_wrapper.h" // In H2Pack // Partition the ring area (r1 < r < r2) using multiple layers of // box surface and generate the same number of uniformly distributed // proxy points on each box surface layer [-r, r]^3. // Input parameters: // r1, r2 : Radius of ring area // nlayer : Number of layers // npts_layer : Minimum number of proxy points on each layer // Output parameters: // pp : H2P_dense_mat structure, contains coordinates of proxy points void H2ERI_generate_proxy_point_layers( const double r1, const double r2, const int nlayer, int npts_layer, H2P_dense_mat_p pp ) { // 1. Decide the number of proxy points on each layer int npts_face = npts_layer / 6; int npts_axis = (int) ceil(sqrt((double) npts_face)); npts_layer = 6 * npts_axis * npts_axis; int npts_total = nlayer * npts_layer; H2P_dense_mat_resize(pp, 3, npts_total); // 2. Generate a layer of proxy points on a standard [-1, 1]^3 box surface double h = 2.0 / (double) (npts_axis + 1); double *x = pp->data; double *y = pp->data + npts_total; double *z = pp->data + npts_total * 2; int index = 0; for (int i = 0; i < npts_axis; i++) { double h_i = h * (i + 1) - 1.0; for (int j = 0; j < npts_axis; j++) { double h_j = h * (j + 1) - 1.0; x[index + 0] = h_i; y[index + 0] = h_j; z[index + 0] = -1.0; x[index + 1] = h_i; y[index + 1] = h_j; z[index + 1] = 1.0; x[index + 2] = h_i; y[index + 2] = -1.0; z[index + 2] = h_j; x[index + 3] = h_i; y[index + 3] = 1.0; z[index + 3] = h_j; x[index + 4] = -1.0; y[index + 4] = h_i; z[index + 4] = h_j; x[index + 5] = 1.0; y[index + 5] = h_i; z[index + 5] = h_j; index += 6; } } // Copy the proxy points on the standard [-1, 1]^3 box surface to each layer size_t layer_msize = sizeof(double) * npts_layer; for (int i = 1; i < nlayer; i++) { memcpy(x + i * npts_layer, x, layer_msize); memcpy(y + i * npts_layer, y, layer_msize); memcpy(z + i * npts_layer, z, layer_msize); } // 3. Scale each layer int nlayer1 = MAX(nlayer - 1, 1); double dr = ((r2 - r1) / r1) / (double) nlayer1; for (int i = 0; i < nlayer; i++) { double *x_i = x + i * npts_layer; double *y_i = y + i * npts_layer; double *z_i = z + i * npts_layer; double r = r1 * (1.0 + i * dr); #pragma omp simd for (int j = 0; j < npts_layer; j++) { x_i[j] *= r; y_i[j] *= r; z_i[j] *= r; } } } // For all nodes, find shell pairs in idx_in that: // 1. Are admissible from i-th node; // 2. Their extents overlap with i-th node's near field boxes (super cell). // Input parameters: // h2eri->h2pack : H2 tree partitioning info // h2eri->num_sp : Number of screened shell pairs (SSP) // h2eri->sp_center : Array, size 3 * num_sp, centers of SSP, sorted // h2eri->sp_extent : Array, size num_sp, extents of SSP, sorted // Output parameters: // h2eri->ovlp_ff_idx : Array, size h2pack->n_node, i-th vector contains // SSP indices that satisfy the requirements. void H2ERI_calc_ovlp_ff_idx(H2ERI_p h2eri) { H2Pack_p h2pack = h2eri->h2pack; int n_node = h2pack->n_node; int root_idx = h2pack->root_idx; int n_point = h2pack->n_point; // == h2eri->num_sp int min_adm_level = h2pack->min_adm_level; int max_level = h2pack->max_level; // level = [0, max_level], total max_level+1 levels int max_child = h2pack->max_child; int n_leaf_node = h2pack->n_leaf_node; int *children = h2pack->children; int *n_child = h2pack->n_child; int *level_nodes = h2pack->level_nodes; int *level_n_node = h2pack->level_n_node; double *enbox = h2pack->enbox; double *center = h2eri->sp_center; double *extent = h2eri->sp_extent; double *center_x = center; double *center_y = center + n_point; double *center_z = center + n_point * 2; // 1. Initialize ovlp_ff_idx h2eri->ovlp_ff_idx = (H2P_int_vec_p *) malloc(sizeof(H2P_int_vec_p) * n_node); assert(h2eri->ovlp_ff_idx != NULL); H2P_int_vec_p *ovlp_ff_idx = h2eri->ovlp_ff_idx; for (int i = 0; i < n_node; i++) H2P_int_vec_init(&ovlp_ff_idx[i], n_point); // Won't exceed n_point ovlp_ff_idx[root_idx]->length = n_point; for (int i = 0; i < n_point; i++) ovlp_ff_idx[root_idx]->data[i] = i; // 2. Hierarchical partition of all centers for (int i = 0; i < max_level; i++) { int *level_i_nodes = level_nodes + i * n_leaf_node; int level_i_n_node = level_n_node[i]; for (int j = 0; j < level_i_n_node; j++) { int node = level_i_nodes[j]; int node_n_child = n_child[node]; if (node_n_child == 0) continue; int *child_nodes = children + node * max_child; H2P_int_vec_p tmp_ff_idx = ovlp_ff_idx[node]; int n_tmp_ff_idx = tmp_ff_idx->length; for (int k = 0; k < node_n_child; k++) { int child_k = child_nodes[k]; double *enbox_k = enbox + 6 * child_k; double enbox_center[3]; enbox_center[0] = enbox_k[0] + 0.5 * enbox_k[3]; enbox_center[1] = enbox_k[1] + 0.5 * enbox_k[4]; enbox_center[2] = enbox_k[2] + 0.5 * enbox_k[5]; // Half width of current node's super cell double sup_coef = 0.5 + ALPHA_SUP; double sup_semi_L[3]; sup_semi_L[0] = sup_coef * enbox_k[3]; sup_semi_L[1] = sup_coef * enbox_k[4]; sup_semi_L[2] = sup_coef * enbox_k[5]; for (int l = 0; l < n_tmp_ff_idx; l++) { int ff_idx_l = tmp_ff_idx->data[l]; double extent_l = extent[ff_idx_l]; // Left corner of each center's extent box to the left // corner of current child node's super cell box double rel_x = center_x[ff_idx_l] - enbox_center[0]; double rel_y = center_y[ff_idx_l] - enbox_center[1]; double rel_z = center_z[ff_idx_l] - enbox_center[2]; rel_x += sup_semi_L[0] - extent_l; rel_y += sup_semi_L[1] - extent_l; rel_z += sup_semi_L[2] - extent_l; int left_x = (rel_x < 0); int left_y = (rel_y < 0); int left_z = (rel_z < 0); int right_x = (rel_x >= 0); int right_y = (rel_y >= 0); int right_z = (rel_z >= 0); int adm_left_x = (fabs(rel_x) >= 2.0 * extent_l - 1e-8); int adm_left_y = (fabs(rel_y) >= 2.0 * extent_l - 1e-8); int adm_left_z = (fabs(rel_z) >= 2.0 * extent_l - 1e-8); int adm_right_x = (fabs(rel_x) >= 2.0 * sup_semi_L[0] - 1e-8); int adm_right_y = (fabs(rel_y) >= 2.0 * sup_semi_L[1] - 1e-8); int adm_right_z = (fabs(rel_z) >= 2.0 * sup_semi_L[2] - 1e-8); int adm_x = ((left_x && adm_left_x) || (right_x && adm_right_x)); int adm_y = ((left_y && adm_left_y) || (right_y && adm_right_y)); int adm_z = ((left_z && adm_left_z) || (right_z && adm_right_z)); int inadm = (!(adm_x || adm_y || adm_z)); if (inadm) { int tail = ovlp_ff_idx[child_k]->length; ovlp_ff_idx[child_k]->data[tail] = ff_idx_l; ovlp_ff_idx[child_k]->length++; } } // End of l loop } // End of k loop } // End of j loop } // End of i loop // 3. Remove centers that are in each node's inadmissible neighbor nodes int *tmp_ff_idx = (int *) malloc(sizeof(int) * n_point); assert(tmp_ff_idx != NULL); for (int i = min_adm_level; i <= max_level; i++) { int *level_i_nodes = level_nodes + i * n_leaf_node; int level_i_n_node = level_n_node[i]; for (int j = 0; j < level_i_n_node; j++) { int node = level_i_nodes[j]; double enbox_center[3], adm_semi_L[3]; double *node_enbox = enbox + 6 * node; double adm_coef = 0.5 + ALPHA_H2; enbox_center[0] = node_enbox[0] + 0.5 * node_enbox[3]; enbox_center[1] = node_enbox[1] + 0.5 * node_enbox[4]; enbox_center[2] = node_enbox[2] + 0.5 * node_enbox[5]; adm_semi_L[0] = adm_coef * node_enbox[3]; adm_semi_L[1] = adm_coef * node_enbox[4]; adm_semi_L[2] = adm_coef * node_enbox[5]; int *ff_idx = ovlp_ff_idx[node]->data; int n_ff_idx = ovlp_ff_idx[node]->length; int ff_cnt = 0; for (int l = 0; l < n_ff_idx; l++) { int ff_idx_l = ff_idx[l]; double rel_x = fabs(center_x[ff_idx_l] - enbox_center[0]); double rel_y = fabs(center_y[ff_idx_l] - enbox_center[1]); double rel_z = fabs(center_z[ff_idx_l] - enbox_center[2]); int adm_x = (rel_x > adm_semi_L[0]); int adm_y = (rel_y > adm_semi_L[1]); int adm_z = (rel_z > adm_semi_L[2]); if (adm_x || adm_y || adm_z) { tmp_ff_idx[ff_cnt] = ff_idx_l; ff_cnt++; } } memcpy(ff_idx, tmp_ff_idx, sizeof(int) * ff_cnt); ovlp_ff_idx[node]->length = ff_cnt; } // End of j loop } // End of i loop free(tmp_ff_idx); } // Extract shell pair and row indices of a target row index set from // a given set of FISP // Input parameters: // sp : Array, size num_sp, SSP // row_idx : Vector, target row indices set // sp_idx : Vector, given SSP set // work_buf : Vector, work buffer // Output parameters: // pair_idx : Vector, SSP indices that contains target row indices set // row_idx_new : Vector, target row new indices in pair_idx SSP void H2ERI_extract_shell_pair_idx( const multi_sp_t *sp, H2P_int_vec_p row_idx, H2P_int_vec_p sp_idx, H2P_int_vec_p work_buf, H2P_int_vec_p pair_idx, H2P_int_vec_p row_idx_new ) { int num_target = row_idx->length; int num_sp = sp_idx->length; H2P_int_vec_set_capacity(work_buf, num_sp * 5 + num_target + 2); int *nbf1 = work_buf->data; int *nbf2 = nbf1 + num_sp; int *off12 = nbf2 + num_sp; int *sp_flag = off12 + (num_sp + 1); int *tmp_idx = sp_flag + num_sp; int *idx_off = tmp_idx + num_target; off12[0] = 0; for (int i = 0; i < num_sp; i++) { const multi_sp_t *sp_i = sp + sp_idx->data[i]; nbf1[i] = NCART(sp_i->am1); nbf2[i] = NCART(sp_i->am2); off12[i + 1] = off12[i] + nbf1[i] * nbf2[i]; } memset(sp_flag, 0, sizeof(int) * num_sp); for (int i = 0; i < num_target; i++) { int j = 0, x = row_idx->data[i]; for (j = 0; j < num_sp; j++) if (off12[j] <= x && x < off12[j + 1]) break; tmp_idx[i] = j; sp_flag[j] = 1; } H2P_int_vec_set_capacity(pair_idx, num_sp); int npair = 0; for (int i = 0; i < num_sp; i++) { if (sp_flag[i]) { pair_idx->data[npair] = i; sp_flag[i] = npair; npair++; } } pair_idx->length = npair; idx_off[0] = 0; for (int i = 0; i < npair; i++) { int spidx = pair_idx->data[i]; idx_off[i + 1] = idx_off[i] + nbf1[spidx] * nbf2[spidx]; } H2P_int_vec_set_capacity(row_idx_new, num_target); for (int i = 0; i < num_target; i++) { int sp_idx1 = tmp_idx[i]; int sp_idx2 = sp_flag[sp_idx1]; row_idx_new->data[i] = row_idx->data[i] - off12[sp_idx1] + idx_off[sp_idx2]; } row_idx_new->length = num_target; } typedef enum { U_BUILD_ERI_TIMER_IDX = 0, U_BUILD_NAI_TIMER_IDX, U_BUILD_SPMM_TIMER_IDX, U_BUILD_QRID_TIMER_IDX, U_BUILD_OTHER_TIMER_IDX } u_build_timer_idx_t; // Build H2 projection matrices using proxy points // Input parameter: // h2eri : H2ERI structure with point partitioning & shell pair info // Output parameter: // h2eri : H2ERI structure with H2 projection blocks void H2ERI_build_UJ_proxy(H2ERI_p h2eri) { H2Pack_p h2pack = h2eri->h2pack; int n_thread = h2pack->n_thread; int n_point = h2pack->n_point; int n_node = h2pack->n_node; int n_leaf_node = h2pack->n_leaf_node; int min_adm_level = h2pack->min_adm_level; int max_level = h2pack->max_level; int max_child = h2pack->max_child; int num_sp = h2eri->num_sp; int pp_npts_layer = h2eri->pp_npts_layer; int pp_nlayer_ext = h2eri->pp_nlayer_ext; int *children = h2pack->children; int *n_child = h2pack->n_child; int *level_nodes = h2pack->level_nodes; int *level_n_node = h2pack->level_n_node; int *node_level = h2pack->node_level; int *leaf_nodes = h2pack->height_nodes; int *pt_cluster = h2pack->pt_cluster; int *sp_nbfp = h2eri->sp_nbfp; int *index_seq = h2eri->index_seq; double *enbox = h2pack->enbox; double *box_extent = h2eri->box_extent; size_t *mat_size = h2pack->mat_size; void *stop_param = &h2pack->QR_stop_tol; multi_sp_t *sp = h2eri->sp; shell_t *sp_shells = h2eri->sp_shells; H2P_thread_buf_p *thread_buf = h2pack->tb; simint_buff_p *simint_buffs = h2eri->simint_buffs; eri_batch_buff_p *eri_batch_buffs = h2eri->eri_batch_buffs; // 1. Allocate U and J h2pack->n_UJ = n_node; h2pack->U = (H2P_dense_mat_p*) malloc(sizeof(H2P_dense_mat_p) * n_node); h2eri->J_pair = (H2P_int_vec_p*) malloc(sizeof(H2P_int_vec_p) * n_node); h2eri->J_row = (H2P_int_vec_p*) malloc(sizeof(H2P_int_vec_p) * n_node); assert(h2pack->U != NULL && h2eri->J_pair != NULL && h2eri->J_row != NULL); for (int i = 0; i < h2pack->n_UJ; i++) { h2pack->U[i] = NULL; h2eri->J_pair[i] = NULL; h2eri->J_row[i] = NULL; } H2P_dense_mat_p *U = h2pack->U; H2P_int_vec_p *J_pair = h2eri->J_pair; H2P_int_vec_p *J_row = h2eri->J_row; // 2. Calculate overlapping far field (admissible) shell pairs // and auxiliary information for updating skel_flag on each level // skel_flag : Marks if a point is a skeleton point on the current level // lvl_leaf : Leaf nodes above the i-th level // lvl_n_leaf : Number of leaf nodes above the i-th level int n_level = max_level + 1; int *skel_flag = (int *) malloc(sizeof(int) * n_point); int *lvl_leaf = (int *) malloc(sizeof(int) * n_leaf_node * n_level); int *lvl_n_leaf = (int *) malloc(sizeof(int) * n_level); assert(skel_flag != NULL && lvl_leaf != NULL && lvl_n_leaf != NULL); // At the leaf-node level, all points are skeleton points for (int i = 0; i < n_point; i++) skel_flag[i] = 1; memset(lvl_n_leaf, 0, sizeof(int) * n_level); for (int i = 0; i < n_leaf_node; i++) { int leaf_i = leaf_nodes[i]; int level_i = node_level[leaf_i]; for (int j = level_i + 1; j <= max_level; j++) { int idx = lvl_n_leaf[j]; lvl_leaf[j * n_leaf_node + idx] = leaf_i; lvl_n_leaf[j]++; } } H2ERI_calc_ovlp_ff_idx(h2eri); H2P_int_vec_p *ovlp_ff_idx = h2eri->ovlp_ff_idx; // 3. Allocate thread-local buffers H2P_int_vec_p *tb_idx = (H2P_int_vec_p *) malloc(sizeof(H2P_int_vec_p) * n_thread * 10); H2P_dense_mat_p *tb_mat = (H2P_dense_mat_p *) malloc(sizeof(H2P_dense_mat_p) * n_thread * 4); assert(tb_idx != NULL && tb_mat != NULL); for (int i = 0; i < n_thread * 10; i++) H2P_int_vec_init(tb_idx + i, 1024); for (int i = 0; i < n_thread * 4; i++) H2P_dense_mat_init(tb_mat + i, 1024, 1); size_t U_timers_msize = sizeof(double) * n_thread * 8; double *U_timers = (double *) malloc_aligned(U_timers_msize, 64); assert(U_timers != NULL); // 4. Hierarchical construction level by level for (int i = max_level; i >= min_adm_level; i--) { int *level_i_nodes = level_nodes + i * n_leaf_node; int level_i_n_node = level_n_node[i]; int n_thread_i = MIN(n_thread, level_i_n_node); memset(U_timers, 0, U_timers_msize); // A. Compress at the i-th level #pragma omp parallel num_threads(n_thread_i) { int tid = omp_get_thread_num(); H2P_int_vec_p *tid_idx = tb_idx + tid * 10; H2P_dense_mat_p *tid_mat = tb_mat + tid * 4; H2P_int_vec_p pair_idx = tid_idx[0]; H2P_int_vec_p row_idx = tid_idx[1]; H2P_int_vec_p node_ff_idx = tid_idx[2]; H2P_int_vec_p ID_buff = tid_idx[2]; H2P_int_vec_p sub_idx = tid_idx[3]; H2P_int_vec_p rndmatA_idx = tid_idx[4]; H2P_int_vec_p sub_row_idx = tid_idx[2]; H2P_int_vec_p sub_pair = tid_idx[4]; H2P_int_vec_p work_buf1 = tid_idx[5]; H2P_int_vec_p work_buf2 = tid_idx[6]; H2P_int_vec_p rndmatA_idx_cup = tid_idx[7]; H2P_int_vec_p rndmatA_idx1 = tid_idx[8]; H2P_int_vec_p node_ff_idx1 = tid_idx[9]; H2P_dense_mat_p pp = tid_mat[0]; H2P_dense_mat_p A_ff_pp = tid_mat[1]; H2P_dense_mat_p A_block = tid_mat[2]; H2P_dense_mat_p QR_buff = tid_mat[0]; H2P_dense_mat_p rndmatA_val = tid_mat[3]; simint_buff_p simint_buff = simint_buffs[tid]; eri_batch_buff_p eri_batch_buff = eri_batch_buffs[tid]; double *timers = U_timers + tid * 8; double st, et; thread_buf[tid]->timer = -get_wtime_sec(); #pragma omp for schedule(dynamic) nowait for (int j = 0; j < level_i_n_node; j++) { int node = level_i_nodes[j]; int node_n_child = n_child[node]; int *child_nodes = children + node * max_child; // (1) Construct row subset for this node st = get_wtime_sec(); if (node_n_child == 0) { int pt_s = pt_cluster[2 * node]; int pt_e = pt_cluster[2 * node + 1]; int node_npts = pt_e - pt_s + 1; H2P_int_vec_set_capacity(pair_idx, node_npts); memcpy(pair_idx->data, index_seq + pt_s, sizeof(int) * node_npts); pair_idx->length = node_npts; int nbfp = H2ERI_gather_sum_int(sp_nbfp, pair_idx->length, pair_idx->data); H2P_int_vec_set_capacity(row_idx, nbfp); for (int k = 0; k < nbfp; k++) row_idx->data[k] = k; row_idx->length = nbfp; } else { int row_idx_offset = 0; pair_idx->length = 0; row_idx->length = 0; for (int k = 0; k < node_n_child; k++) { int child_k = child_nodes[k]; H2P_int_vec_concatenate(pair_idx, J_pair[child_k]); int row_idx_spos = row_idx->length; int row_idx_epos = row_idx_spos + J_row[child_k]->length; H2P_int_vec_concatenate(row_idx, J_row[child_k]); for (int l = row_idx_spos; l < row_idx_epos; l++) row_idx->data[l] += row_idx_offset; row_idx_offset += H2ERI_gather_sum_int(sp_nbfp, J_pair[child_k]->length, J_pair[child_k]->data); } } // End of "if (node_n_child == 0)" // (2) Generate proxy points //st = get_wtime_sec(); double *node_enbox = enbox + 6 * node; double width = node_enbox[3]; double extent = box_extent[node]; double r1 = width * (0.5 + ALPHA_SUP); double r2 = width * (0.5 + extent); double d_nlayer = (extent - ALPHA_SUP) * (pp_nlayer_ext - 1); int nlayer_node = 1 + ceil(d_nlayer); H2ERI_generate_proxy_point_layers(r1, r2, nlayer_node, pp_npts_layer, pp); int num_pp = pp->ncol; double *pp_x = pp->data; double *pp_y = pp->data + num_pp; double *pp_z = pp->data + num_pp * 2; double center_x = node_enbox[0] + 0.5 * node_enbox[3]; double center_y = node_enbox[1] + 0.5 * node_enbox[4]; double center_z = node_enbox[2] + 0.5 * node_enbox[5]; #pragma omp simd for (int k = 0; k < num_pp; k++) { pp_x[k] += center_x; pp_y[k] += center_y; pp_z[k] += center_z; } //et = get_wtime_sec(); //timers[U_BUILD_OTHER_TIMER_IDX] += et - st; // (3) Prepare current node's overlapping far field point list //st = get_wtime_sec(); int n_ff_idx0 = ovlp_ff_idx[node]->length; int *ff_idx0 = ovlp_ff_idx[node]->data; int n_ff_idx = H2ERI_gather_sum_int(skel_flag, ovlp_ff_idx[node]->length, ovlp_ff_idx[node]->data); H2P_int_vec_set_capacity(node_ff_idx, n_ff_idx); n_ff_idx = 0; for (int k = 0; k < n_ff_idx0; k++) { int l = ff_idx0[k]; if (skel_flag[l] == 1) { node_ff_idx->data[n_ff_idx] = l; n_ff_idx++; } } node_ff_idx->length = n_ff_idx; et = get_wtime_sec(); timers[U_BUILD_OTHER_TIMER_IDX] += et - st; int A_blk_nrow = H2ERI_gather_sum_int(sp_nbfp, pair_idx->length, pair_idx->data); int A_ff_ncol = H2ERI_gather_sum_int(sp_nbfp, node_ff_idx->length, node_ff_idx->data); int A_pp_ncol = num_pp; int A_blk_ncol = 2 * A_blk_nrow; int max_nbfp = NCART(5) * NCART(5); H2P_dense_mat_resize(A_block, A_blk_nrow, A_blk_ncol); double *A_blk_pp = A_block->data; double *A_blk_ff = A_block->data + A_blk_nrow; // (4.1) Construct the random sparse matrix for NAI block normalization st = get_wtime_sec(); int max_nnz_col = 16; H2P_gen_rand_sparse_mat_trans(max_nnz_col, A_pp_ncol, A_blk_nrow, rndmatA_val, rndmatA_idx); // Find the union of all rndmatA_idx int rand_nnz_col = (max_nnz_col <= A_pp_ncol) ? max_nnz_col : A_pp_ncol; int rndmatA_nnz = A_blk_nrow * rand_nnz_col; int *rndmatA_col = rndmatA_idx->data + (A_blk_nrow + 1); H2P_int_vec_set_capacity(work_buf1, A_pp_ncol); for (int k = 0; k < A_pp_ncol; k++) work_buf1->data[k] = -1; work_buf1->length = A_pp_ncol; for (int k = 0; k < rndmatA_nnz; k++) work_buf1->data[rndmatA_col[k]] = 1; H2P_int_vec_set_capacity(rndmatA_idx_cup, A_pp_ncol); int Aidx_cup_cnt = 0; for (int k = 0; k < A_pp_ncol; k++) { if (work_buf1->data[k] == -1) continue; rndmatA_idx_cup->data[Aidx_cup_cnt] = k; work_buf1->data[k] = Aidx_cup_cnt; Aidx_cup_cnt++; } rndmatA_idx_cup->length = Aidx_cup_cnt; Aidx_cup_cnt = 0; for (int k = 0; k < A_pp_ncol; k++) { if (work_buf1->data[k] == -1) continue; if (Aidx_cup_cnt != k) { pp_x[Aidx_cup_cnt] = pp_x[k]; pp_y[Aidx_cup_cnt] = pp_y[k]; pp_z[Aidx_cup_cnt] = pp_z[k]; } Aidx_cup_cnt++; } // Map the old rndmatA_idx to new one for (int k = 0; k < rndmatA_nnz; k++) { int nnz_idx = work_buf1->data[rndmatA_col[k]]; assert(nnz_idx != -1); rndmatA_col[k] = nnz_idx; } H2P_dense_mat_resize(A_ff_pp, A_blk_nrow, Aidx_cup_cnt + 1); et = get_wtime_sec(); timers[U_BUILD_SPMM_TIMER_IDX] += et - st; // (4.2) Calculate the NAI block and use the random sparse matrix to normalize it double *A_pp = A_ff_pp->data; double *A_pp_buf = A_pp + A_blk_nrow * Aidx_cup_cnt; st = get_wtime_sec(); H2ERI_calc_NAI_pairs_to_mat( sp_shells, num_sp, pair_idx->length, pair_idx->data, Aidx_cup_cnt, pp_x, pp_y, pp_z, A_pp, Aidx_cup_cnt, A_pp_buf ); et = get_wtime_sec(); timers[U_BUILD_NAI_TIMER_IDX] += et - st; st = get_wtime_sec(); H2P_calc_sparse_mm_trans( A_blk_nrow, A_blk_nrow, Aidx_cup_cnt, rndmatA_val, rndmatA_idx, A_pp, Aidx_cup_cnt, A_blk_pp, A_blk_ncol ); et = get_wtime_sec(); timers[U_BUILD_SPMM_TIMER_IDX] += et - st; // (5.1) Construct the random sparse matrix for ERI block normalization st = get_wtime_sec(); H2P_gen_rand_sparse_mat_trans(max_nnz_col, A_ff_ncol, A_blk_nrow, rndmatA_val, rndmatA_idx); // Find the union of all rndmatA_idx // Note: the first (A_blk_nrow+1) elements in rndmatA_idx are row_ptr, // the rest RAND_NNZ_COL * A_blk_nrow elements are col rand_nnz_col = (max_nnz_col <= A_ff_ncol) ? max_nnz_col : A_ff_ncol; rndmatA_nnz = A_blk_nrow * rand_nnz_col; rndmatA_col = rndmatA_idx->data + (A_blk_nrow + 1); H2P_int_vec_set_capacity(work_buf1, A_ff_ncol); for (int k = 0; k < A_ff_ncol; k++) work_buf1->data[k] = -1; work_buf1->length = A_ff_ncol; for (int k = 0; k < rndmatA_nnz; k++) work_buf1->data[rndmatA_col[k]] = 1; H2P_int_vec_set_capacity(rndmatA_idx_cup, A_ff_ncol); Aidx_cup_cnt = 0; for (int k = 0; k < A_ff_ncol; k++) { if (work_buf1->data[k] == -1) continue; rndmatA_idx_cup->data[Aidx_cup_cnt] = k; work_buf1->data[k] = Aidx_cup_cnt; Aidx_cup_cnt++; } rndmatA_idx_cup->length = Aidx_cup_cnt; // Find the new far field shell pairs H2ERI_extract_shell_pair_idx( sp, rndmatA_idx_cup, node_ff_idx, work_buf2, node_ff_idx1, rndmatA_idx1 ); for (int k = 0; k < node_ff_idx1->length; k++) { int tmp = node_ff_idx1->data[k]; node_ff_idx1->data[k] = node_ff_idx->data[tmp]; } // Map the old rndmatA_idx to new one for (int k = 0; k < rndmatA_nnz; k++) { int nnz_idx = work_buf1->data[rndmatA_col[k]]; assert(nnz_idx != -1); rndmatA_col[k] = rndmatA_idx1->data[nnz_idx]; } int A_ff_ncol1 = H2ERI_gather_sum_int(sp_nbfp, node_ff_idx1->length, node_ff_idx1->data); assert(A_ff_ncol1 >= rndmatA_idx_cup->length); et = get_wtime_sec(); timers[U_BUILD_SPMM_TIMER_IDX] += et - st; // (5.2) Calculate the ERI block strip by strip and use the random sparse // matrix to normalize it H2P_dense_mat_resize(A_ff_pp, max_nbfp, A_ff_ncol1); double *A_ff = A_ff_pp->data; int nbfp_cnt = 0; for (int k = 0; k < pair_idx->length; k++) { int nbfp_k = CMS_get_sp_nbfp(sp + pair_idx->data[k]); assert(nbfp_k <= max_nbfp); st = get_wtime_sec(); H2ERI_calc_ERI_pairs_to_mat( sp, 1, node_ff_idx1->length, pair_idx->data + k, node_ff_idx1->data, simint_buff, A_ff, A_ff_ncol1, eri_batch_buff ); et = get_wtime_sec(); timers[U_BUILD_ERI_TIMER_IDX] += et - st; st = get_wtime_sec(); H2P_calc_sparse_mm_trans( nbfp_k, A_blk_nrow, A_ff_ncol1, rndmatA_val, rndmatA_idx, A_ff, A_ff_ncol1, A_blk_ff + nbfp_cnt * A_blk_ncol, A_blk_ncol ); et = get_wtime_sec(); timers[U_BUILD_SPMM_TIMER_IDX] += et - st; nbfp_cnt += nbfp_k; } assert(nbfp_cnt == A_blk_nrow); // (6) ID compression st = get_wtime_sec(); H2P_dense_mat_normalize_columns(A_block, rndmatA_val); H2P_dense_mat_select_rows(A_block, row_idx); H2P_dense_mat_resize(QR_buff, 1, A_block->nrow); H2P_int_vec_set_capacity(ID_buff, 4 * A_block->nrow); et = get_wtime_sec(); timers[U_BUILD_OTHER_TIMER_IDX] += et - st; st = get_wtime_sec(); H2P_ID_compress( A_block, QR_REL_NRM, stop_param, &U[node], sub_idx, 1, QR_buff->data, ID_buff->data, 1 ); et = get_wtime_sec(); timers[U_BUILD_QRID_TIMER_IDX] += et - st; st = get_wtime_sec(); H2P_int_vec_gather(row_idx, sub_idx, sub_row_idx); H2P_int_vec_init(&J_pair[node], pair_idx->length); H2P_int_vec_init(&J_row[node], sub_row_idx->length); H2ERI_extract_shell_pair_idx( sp, sub_row_idx, pair_idx, work_buf1, sub_pair, J_row[node] ); H2P_int_vec_gather(pair_idx, sub_pair, J_pair[node]); et = get_wtime_sec(); timers[U_BUILD_OTHER_TIMER_IDX] += et - st; } // End of j loop thread_buf[tid]->timer += get_wtime_sec(); } // End of "#pragma omp parallel" #ifdef PROFILING_OUTPUT double max_t = 0.0, avg_t = 0.0, min_t = 19241112.0; for (int i = 0; i < n_thread_i; i++) { double thread_i_timer = thread_buf[i]->timer; avg_t += thread_i_timer; max_t = MAX(max_t, thread_i_timer); min_t = MIN(min_t, thread_i_timer); } avg_t /= (double) n_thread_i; printf("[PROFILING] Build U: level %d, %d/%d threads, %d nodes, ", i, n_thread_i, n_thread, level_i_n_node); printf("min/avg/max thread wall-time = %.3lf, %.3lf, %.3lf (s)\n", min_t, avg_t, max_t); printf("[PROFILING] Build U subroutine time consumption:\n"); printf("tid, calc ERI, calc NAI, SpMM, ID compress, misc., total\n"); for (int tid = 0; tid < n_thread_i; tid++) { double *timers = U_timers + 8 * tid; printf( "%3d, %6.3lf, %6.3lf, %6.3lf, %6.3lf, %6.3lf, %6.3lf\n", tid, timers[U_BUILD_ERI_TIMER_IDX], timers[U_BUILD_NAI_TIMER_IDX], timers[U_BUILD_SPMM_TIMER_IDX], timers[U_BUILD_QRID_TIMER_IDX], timers[U_BUILD_OTHER_TIMER_IDX], thread_buf[tid]->timer ); } #endif // B. Update skeleton points after the compression at the i-th level. // At the (i-1)-th level, only need to consider overlapping FF shell pairs // inside the skeleton shell pairs at i-th level. Note that the skeleton // shell pairs of leaf nodes at i-th level are all shell pairs in leaf nodes. memset(skel_flag, 0, sizeof(int) * n_point); for (int j = 0; j < level_i_n_node; j++) { int node = level_i_nodes[j]; int *idx = J_pair[node]->data; for (int k = 0; k < J_pair[node]->length; k++) skel_flag[idx[k]] = 1; } for (int j = 0; j < lvl_n_leaf[i]; j++) { int leaf_j = lvl_leaf[i * n_leaf_node + j]; int pt_s = pt_cluster[2 * leaf_j]; int pt_e = pt_cluster[2 * leaf_j + 1]; for (int k = pt_s; k <= pt_e; k++) skel_flag[k] = 1; } } // End of i loop // 5. Initialize other not touched U J & add statistic info for (int i = 0; i < h2pack->n_UJ; i++) { if (U[i] == NULL) { H2P_dense_mat_init(&U[i], 1, 1); U[i]->nrow = 0; U[i]->ncol = 0; U[i]->ld = 0; } else { mat_size[U_SIZE_IDX] += U[i]->nrow * U[i]->ncol; mat_size[MV_FWD_SIZE_IDX] += U[i]->nrow * U[i]->ncol; mat_size[MV_FWD_SIZE_IDX] += U[i]->nrow + U[i]->ncol; mat_size[MV_BWD_SIZE_IDX] += U[i]->nrow * U[i]->ncol; mat_size[MV_BWD_SIZE_IDX] += U[i]->nrow + U[i]->ncol; } if (J_row[i] == NULL) H2P_int_vec_init(&J_row[i], 1); if (J_pair[i] == NULL) H2P_int_vec_init(&J_pair[i], 1); //printf("%4d, %4d\n", U[i]->nrow, U[i]->ncol); } // 6. Free local buffers free(skel_flag); free(lvl_leaf); free(lvl_n_leaf); free_aligned(U_timers); for (int i = 0; i < n_thread; i++) H2P_thread_buf_reset(thread_buf[i]); for (int i = 0; i < n_thread * 10; i++) H2P_int_vec_destroy(&tb_idx[i]); for (int i = 0; i < n_thread * 4; i++) H2P_dense_mat_destroy(&tb_mat[i]); free(tb_idx); free(tb_mat); BLAS_SET_NUM_THREADS(n_thread); } // Compress a B or D block blk into low-rank form using ID approximation. // blk = U * V where V = blk(J, :). If the compressed rank is not small // enough, we will still use the original block. // Input parameters: // blk : B or D block to be compressed, will be overwritten // blk0 : Used for temporarily storing the original blk // U_mat : Used for temporarily storing the U matrix // QR_buff : Used for QR buffer in ID compression // J : Used for temporarily storing the skeleton row indices // ID_buff : Used for ID buffer in ID compression // Output parameter: // *res_blk_ : The output B or D block after compression. If *res_blk_->ld < 0, // -*res_blk_->ld is rank of the low-rank approximation, U and V are stored // contiguous in *res_blk_->data. Otherwise, *res_blk_ stores a dense block. void H2ERI_compress_BD_blk( H2P_dense_mat_p blk, H2P_dense_mat_p blk0, H2P_dense_mat_p U_mat, H2P_dense_mat_p QR_buff, H2P_int_vec_p J, H2P_int_vec_p ID_buff, void *stop_param, H2P_dense_mat_p *res_blk_ ) { int blk_nrow = blk->nrow; int blk_ncol = blk->ncol; // Backup the original block H2P_dense_mat_resize(blk0, blk_nrow, blk_ncol); memcpy(blk0->data, blk->data, sizeof(double) * blk_nrow * blk_ncol); // Perform ID compress on the original block H2P_dense_mat_resize(QR_buff, 1, blk_nrow); H2P_int_vec_set_capacity(ID_buff, 4 * blk_nrow); H2P_ID_compress( blk, QR_REL_NRM, stop_param, &U_mat, J, 1, QR_buff->data, ID_buff->data, 1 ); // Check if we should keep the compressed form or use the original block int blk_rank = J->length; int old_size = blk_nrow * blk_ncol; int new_size = (blk_nrow + blk_ncol) * blk_rank; if (new_size > (old_size * 4 / 5)) { // The compressed form is not small enough, use the original block H2P_dense_mat_init(res_blk_, blk_nrow, blk_ncol); H2P_dense_mat_p res_blk = *res_blk_; memcpy(res_blk->data, blk0->data, sizeof(double) * blk_nrow * blk_ncol); } else { // Use the compressed form, store both the U_mat and the skeleton rows in *res_blk_ H2P_dense_mat_init(res_blk_, 1, new_size); H2P_dense_mat_p res_blk = *res_blk_; res_blk->nrow = blk_nrow; res_blk->ncol = blk_ncol; res_blk->ld = -blk_rank; double *U_ptr = res_blk->data; double *V_ptr = U_ptr + blk_nrow * blk_rank; memcpy(U_ptr, U_mat->data, sizeof(double) * blk_nrow * blk_rank); #if 0 for (int k = 0; k < blk_rank; k++) { double *dst = V_ptr + k * blk_ncol; double *src = blk0->data + J->data[k] * blk_ncol; size_t row_msize = sizeof(double) * blk_ncol; memcpy(dst, src, row_msize); } #else // Transpose V here to reduce the sub-matrix copy time in build_exchange for (int l = 0; l < blk_ncol; l++) { double *V_row_l = V_ptr + l * blk_rank; for (int k = 0; k < blk_rank; k++) V_row_l[k] = blk0->data[J->data[k] * blk_ncol + l]; } #endif } } // Build H2 generator matrices // Input parameter: // h2eri : H2ERI structure with point partitioning & shell pair info // Output parameter: // h2eri : H2ERI structure with H2 generator blocks void H2ERI_build_B(H2ERI_p h2eri) { H2Pack_p h2pack = h2eri->h2pack; int BD_JIT = h2pack->BD_JIT; int n_thread = h2pack->n_thread; int n_node = h2pack->n_node; int n_r_adm_pair = h2pack->n_r_adm_pair; int *r_adm_pairs = h2pack->r_adm_pairs; int *node_level = h2pack->node_level; int *pt_cluster = h2pack->pt_cluster; int *sp_nbfp = h2eri->sp_nbfp; int *sp_bfp_sidx = h2eri->sp_bfp_sidx; int *index_seq = h2eri->index_seq; void *stop_param = &h2pack->QR_stop_tol; multi_sp_t *sp = h2eri->sp; H2P_int_vec_p B_blk = h2pack->B_blk; H2P_int_vec_p *J_pair = h2eri->J_pair; H2P_int_vec_p *J_row = h2eri->J_row; H2P_thread_buf_p *thread_buf = h2pack->tb; simint_buff_p *simint_buffs = h2eri->simint_buffs; eri_batch_buff_p *eri_batch_buffs = h2eri->eri_batch_buffs; // 1. Allocate B h2pack->n_B = n_r_adm_pair; h2pack->B_nrow = (int*) malloc(sizeof(int) * n_r_adm_pair); h2pack->B_ncol = (int*) malloc(sizeof(int) * n_r_adm_pair); h2pack->B_ptr = (size_t*) malloc(sizeof(size_t) * (n_r_adm_pair + 1)); int *B_nrow = h2pack->B_nrow; int *B_ncol = h2pack->B_ncol; size_t *B_ptr = h2pack->B_ptr; assert(h2pack->B_nrow != NULL && h2pack->B_ncol != NULL && h2pack->B_ptr != NULL); int B_pair_cnt = 0; int *B_pair_i = (int*) malloc(sizeof(int) * n_r_adm_pair * 2); int *B_pair_j = (int*) malloc(sizeof(int) * n_r_adm_pair * 2); int *B_pair_v = (int*) malloc(sizeof(int) * n_r_adm_pair * 2); ASSERT_PRINTF( B_pair_i != NULL && B_pair_j != NULL && B_pair_v != NULL, "Failed to allocate working buffer for B matrices indexing\n" ); // 2. Partition B matrices into multiple blocks s.t. each block has approximately // the same workload (total size of B matrices in a block) B_ptr[0] = 0; size_t B_total_size = 0; h2pack->node_n_r_adm = (int*) malloc(sizeof(int) * n_node); assert(h2pack->node_n_r_adm != NULL); int *node_n_r_adm = h2pack->node_n_r_adm; memset(node_n_r_adm, 0, sizeof(int) * n_node); for (int i = 0; i < n_r_adm_pair; i++) { int node0 = r_adm_pairs[2 * i]; int node1 = r_adm_pairs[2 * i + 1]; int level0 = node_level[node0]; int level1 = node_level[node1]; node_n_r_adm[node0]++; node_n_r_adm[node1]++; if (level0 == level1) { B_nrow[i] = J_row[node0]->length; B_ncol[i] = J_row[node1]->length; } if (level0 > level1) { int pt_s1 = pt_cluster[2 * node1]; int pt_e1 = pt_cluster[2 * node1 + 1]; B_nrow[i] = J_row[node0]->length; B_ncol[i] = sp_bfp_sidx[pt_e1 + 1] - sp_bfp_sidx[pt_s1]; } if (level0 < level1) { int pt_s0 = pt_cluster[2 * node0]; int pt_e0 = pt_cluster[2 * node0 + 1]; B_nrow[i] = sp_bfp_sidx[pt_e0 + 1] - sp_bfp_sidx[pt_s0]; B_ncol[i] = J_row[node1]->length; } size_t Bi_size = (size_t) B_nrow[i] * (size_t) B_ncol[i]; B_total_size += Bi_size; B_ptr[i + 1] = Bi_size; B_pair_i[B_pair_cnt] = node0; B_pair_j[B_pair_cnt] = node1; B_pair_v[B_pair_cnt] = i + 1; B_pair_cnt++; B_pair_i[B_pair_cnt] = node1; B_pair_j[B_pair_cnt] = node0; B_pair_v[B_pair_cnt] = -(i + 1); B_pair_cnt++; } int BD_ntask_thread = (BD_JIT == 1) ? BD_NTASK_THREAD : 1; H2P_partition_workload(n_r_adm_pair, B_ptr + 1, B_total_size, n_thread * BD_ntask_thread, B_blk); for (int i = 1; i <= n_r_adm_pair; i++) B_ptr[i] += B_ptr[i - 1]; // 2.1 Store pair-to-index relations in a CSR matrix for matvec, matmul h2pack->B_p2i_rowptr = (int*) malloc(sizeof(int) * (n_node + 1)); h2pack->B_p2i_colidx = (int*) malloc(sizeof(int) * n_r_adm_pair * 2); h2pack->B_p2i_val = (int*) malloc(sizeof(int) * n_r_adm_pair * 2); ASSERT_PRINTF(h2pack->B_p2i_rowptr != NULL, "Failed to allocate arrays for B matrices indexing\n"); ASSERT_PRINTF(h2pack->B_p2i_colidx != NULL, "Failed to allocate arrays for B matrices indexing\n"); ASSERT_PRINTF(h2pack->B_p2i_val != NULL, "Failed to allocate arrays for B matrices indexing\n"); H2P_int_COO_to_CSR( n_node, B_pair_cnt, B_pair_i, B_pair_j, B_pair_v, h2pack->B_p2i_rowptr, h2pack->B_p2i_colidx, h2pack->B_p2i_val ); free(B_pair_i); free(B_pair_j); free(B_pair_v); if (BD_JIT == 1) return; // 3. Generate B matrices h2eri->c_B_blks = (H2P_dense_mat_p*) malloc(sizeof(H2P_dense_mat_p) * h2pack->n_B); assert(h2eri->c_B_blks != NULL); H2P_dense_mat_p *c_B_blks = h2eri->c_B_blks; const int n_B_blk = B_blk->length - 1; #pragma omp parallel num_threads(n_thread) { int tid = omp_get_thread_num(); H2P_dense_mat_p tmpB = thread_buf[tid]->mat0; H2P_dense_mat_p tmpB0 = thread_buf[tid]->mat1; H2P_int_vec_p J = thread_buf[tid]->idx0; H2P_int_vec_p ID_buff = thread_buf[tid]->idx1; simint_buff_p simint_buff = simint_buffs[tid]; eri_batch_buff_p eri_batch_buff = eri_batch_buffs[tid]; H2P_dense_mat_p U_mat, QR_buff; H2P_dense_mat_init(&U_mat, 1, 1024); H2P_dense_mat_init(&QR_buff, 1, 1024); thread_buf[tid]->timer = -get_wtime_sec(); #pragma omp for schedule(dynamic) nowait for (int i_blk = 0; i_blk < n_B_blk; i_blk++) { int B_blk_s = B_blk->data[i_blk]; int B_blk_e = B_blk->data[i_blk + 1]; if (i_blk >= n_B_blk) { B_blk_s = 0; B_blk_e = 0; } for (int i = B_blk_s; i < B_blk_e; i++) { int node0 = r_adm_pairs[2 * i]; int node1 = r_adm_pairs[2 * i + 1]; int level0 = node_level[node0]; int level1 = node_level[node1]; // (1) Two nodes are of the same level, compress on both sides if (level0 == level1) { int tmpB_nrow = H2ERI_gather_sum_int(sp_nbfp, J_pair[node0]->length, J_pair[node0]->data); int tmpB_ncol = H2ERI_gather_sum_int(sp_nbfp, J_pair[node1]->length, J_pair[node1]->data); int n_bra_pair = J_pair[node0]->length; int n_ket_pair = J_pair[node1]->length; int *bra_idx = J_pair[node0]->data; int *ket_idx = J_pair[node1]->data; H2P_dense_mat_resize(tmpB, tmpB_nrow, tmpB_ncol); H2ERI_calc_ERI_pairs_to_mat( sp, n_bra_pair, n_ket_pair, bra_idx, ket_idx, simint_buff, tmpB->data, tmpB->ncol, eri_batch_buff ); H2P_dense_mat_select_rows (tmpB, J_row[node0]); H2P_dense_mat_select_columns(tmpB, J_row[node1]); } // (2) node1 is a leaf node and its level is higher than node0's level, // only compress on node0's side if (level0 > level1) { int tmpB_nrow = H2ERI_gather_sum_int(sp_nbfp, J_pair[node0]->length, J_pair[node0]->data); int tmpB_ncol = B_ncol[i]; int pt_s1 = pt_cluster[2 * node1]; int pt_e1 = pt_cluster[2 * node1 + 1]; int n_bra_pair = J_pair[node0]->length; int n_ket_pair = pt_e1 - pt_s1 + 1; int *bra_idx = J_pair[node0]->data; int *ket_idx = index_seq + pt_s1; H2P_dense_mat_resize(tmpB, tmpB_nrow, tmpB_ncol); H2ERI_calc_ERI_pairs_to_mat( sp, n_bra_pair, n_ket_pair, bra_idx, ket_idx, simint_buff, tmpB->data, tmpB->ncol, eri_batch_buff ); H2P_dense_mat_select_rows(tmpB, J_row[node0]); } // (3) node0 is a leaf node and its level is higher than node1's level, // only compress on node1's side if (level0 < level1) { int tmpB_nrow = B_nrow[i]; int tmpB_ncol = H2ERI_gather_sum_int(sp_nbfp, J_pair[node1]->length, J_pair[node1]->data); int pt_s0 = pt_cluster[2 * node0]; int pt_e0 = pt_cluster[2 * node0 + 1]; int n_bra_pair = pt_e0 - pt_s0 + 1; int n_ket_pair = J_pair[node1]->length; int *bra_idx = index_seq + pt_s0; int *ket_idx = J_pair[node1]->data; H2P_dense_mat_resize(tmpB, tmpB_nrow, tmpB_ncol); H2ERI_calc_ERI_pairs_to_mat( sp, n_bra_pair, n_ket_pair, bra_idx, ket_idx, simint_buff, tmpB->data, tmpB->ncol, eri_batch_buff ); H2P_dense_mat_select_columns(tmpB, J_row[node1]); } H2ERI_compress_BD_blk(tmpB, tmpB0, U_mat, QR_buff, J, ID_buff, stop_param, &c_B_blks[i]); } // End of i loop } // End of i_blk loop thread_buf[tid]->timer += get_wtime_sec(); H2P_dense_mat_destroy(&U_mat); H2P_dense_mat_destroy(&QR_buff); } // End of "pragma omp parallel" // Recalculate the total size of the B blocks and re-partition B blocks for matvec h2pack->mat_size[MV_MID_SIZE_IDX] = 0; B_ptr[0] = 0; B_total_size = 0; for (int i = 0; i < h2pack->n_B; i++) { size_t Bi_size = c_B_blks[i]->size; h2pack->mat_size[MV_MID_SIZE_IDX] += Bi_size; h2pack->mat_size[MV_MID_SIZE_IDX] += (size_t) (B_nrow[i] + B_ncol[i]) * 2; B_ptr[i + 1] = Bi_size; B_total_size += Bi_size; } H2P_partition_workload(n_r_adm_pair, B_ptr + 1, B_total_size, n_thread * BD_ntask_thread, B_blk); for (int i = 1; i <= n_r_adm_pair; i++) B_ptr[i] += B_ptr[i - 1]; h2pack->mat_size[B_SIZE_IDX] = B_total_size; #ifdef PROFILING_OUTPUT double max_t = 0.0, avg_t = 0.0, min_t = 19241112.0; for (int i = 0; i < n_thread; i++) { double thread_i_timer = thread_buf[i]->timer; avg_t += thread_i_timer; max_t = MAX(max_t, thread_i_timer); min_t = MIN(min_t, thread_i_timer); } avg_t /= (double) n_thread; printf("[PROFILING] Build B: min/avg/max thread wall-time = %.3lf, %.3lf, %.3lf (s)\n", min_t, avg_t, max_t); #endif BLAS_SET_NUM_THREADS(n_thread); } // Build dense blocks in the original matrices // Input parameter: // h2eri : H2ERI structure with point partitioning & shell pair info // Output parameter: // h2eri : H2ERI structure with H2 dense blocks void H2ERI_build_D(H2ERI_p h2eri) { H2Pack_p h2pack = h2eri->h2pack; int BD_JIT = h2pack->BD_JIT; int n_thread = h2pack->n_thread; int n_node = h2pack->n_node; int n_leaf_node = h2pack->n_leaf_node; int n_r_inadm_pair = h2pack->n_r_inadm_pair; int *leaf_nodes = h2pack->height_nodes; int *pt_cluster = h2pack->pt_cluster; int *r_inadm_pairs = h2pack->r_inadm_pairs; int *sp_bfp_sidx = h2eri->sp_bfp_sidx; int *index_seq = h2eri->index_seq; void *stop_param = &h2pack->QR_stop_tol; H2P_int_vec_p D_blk0 = h2pack->D_blk0; H2P_int_vec_p D_blk1 = h2pack->D_blk1; multi_sp_t *sp = h2eri->sp; H2P_thread_buf_p *thread_buf = h2pack->tb; simint_buff_p *simint_buffs = h2eri->simint_buffs; eri_batch_buff_p *eri_batch_buffs = h2eri->eri_batch_buffs; // 1. Allocate D h2pack->n_D = n_leaf_node + n_r_inadm_pair; h2pack->D_nrow = (int*) malloc(sizeof(int) * h2pack->n_D); h2pack->D_ncol = (int*) malloc(sizeof(int) * h2pack->n_D); h2pack->D_ptr = (size_t*) malloc(sizeof(size_t) * (h2pack->n_D + 1)); int *D_nrow = h2pack->D_nrow; int *D_ncol = h2pack->D_ncol; size_t *D_ptr = h2pack->D_ptr; assert(h2pack->D_nrow != NULL && h2pack->D_ncol != NULL && h2pack->D_ptr != NULL); int D_pair_cnt = 0; int n_Dij_pair = n_leaf_node + 2 * n_r_inadm_pair; int *D_pair_i = (int*) malloc(sizeof(int) * n_Dij_pair); int *D_pair_j = (int*) malloc(sizeof(int) * n_Dij_pair); int *D_pair_v = (int*) malloc(sizeof(int) * n_Dij_pair); ASSERT_PRINTF( D_pair_i != NULL && D_pair_j != NULL && D_pair_v != NULL, "Failed to allocate working buffer for D matrices indexing\n" ); // 2. Partition D matrices into multiple blocks s.t. each block has approximately // the same total size of D matrices in a block D_ptr[0] = 0; size_t D0_total_size = 0; for (int i = 0; i < n_leaf_node; i++) { int node = leaf_nodes[i]; int pt_s = pt_cluster[2 * node]; int pt_e = pt_cluster[2 * node + 1]; int node_nbfp = sp_bfp_sidx[pt_e + 1] - sp_bfp_sidx[pt_s]; size_t Di_size = (size_t) node_nbfp * (size_t) node_nbfp; D_nrow[i] = node_nbfp; D_ncol[i] = node_nbfp; D_ptr[i + 1] = Di_size; D0_total_size += Di_size; D_pair_i[D_pair_cnt] = node; D_pair_j[D_pair_cnt] = node; D_pair_v[D_pair_cnt] = i + 1; D_pair_cnt++; } int BD_ntask_thread = (BD_JIT == 1) ? BD_NTASK_THREAD : 1; H2P_partition_workload(n_leaf_node, D_ptr + 1, D0_total_size, n_thread * BD_ntask_thread, D_blk0); size_t D1_total_size = 0; for (int i = 0; i < n_r_inadm_pair; i++) { int ii = i + n_leaf_node; int node0 = r_inadm_pairs[2 * i]; int node1 = r_inadm_pairs[2 * i + 1]; int pt_s0 = pt_cluster[2 * node0]; int pt_s1 = pt_cluster[2 * node1]; int pt_e0 = pt_cluster[2 * node0 + 1]; int pt_e1 = pt_cluster[2 * node1 + 1]; int node0_nbfp = sp_bfp_sidx[pt_e0 + 1] - sp_bfp_sidx[pt_s0]; int node1_nbfp = sp_bfp_sidx[pt_e1 + 1] - sp_bfp_sidx[pt_s1]; size_t Di_size = (size_t) node0_nbfp * (size_t) node1_nbfp; D_nrow[i + n_leaf_node] = node0_nbfp; D_ncol[i + n_leaf_node] = node1_nbfp; D_ptr[n_leaf_node + 1 + i] = Di_size; D1_total_size += Di_size; D_pair_i[D_pair_cnt] = node0; D_pair_j[D_pair_cnt] = node1; D_pair_v[D_pair_cnt] = ii + 1; D_pair_cnt++; D_pair_i[D_pair_cnt] = node1; D_pair_j[D_pair_cnt] = node0; D_pair_v[D_pair_cnt] = -(ii + 1); D_pair_cnt++; } H2P_partition_workload(n_r_inadm_pair, D_ptr + n_leaf_node + 1, D1_total_size, n_thread * BD_ntask_thread, D_blk1); for (int i = 1; i <= n_leaf_node + n_r_inadm_pair; i++) D_ptr[i] += D_ptr[i - 1]; // 2.1 Store pair-to-index relations in a CSR matrix for matvec, matmul, and SPDHSS construction h2pack->D_p2i_rowptr = (int*) malloc(sizeof(int) * (n_node + 1)); h2pack->D_p2i_colidx = (int*) malloc(sizeof(int) * n_Dij_pair); h2pack->D_p2i_val = (int*) malloc(sizeof(int) * n_Dij_pair); ASSERT_PRINTF(h2pack->D_p2i_rowptr != NULL, "Failed to allocate arrays for D matrices indexing\n"); ASSERT_PRINTF(h2pack->D_p2i_colidx != NULL, "Failed to allocate arrays for D matrices indexing\n"); ASSERT_PRINTF(h2pack->D_p2i_val != NULL, "Failed to allocate arrays for D matrices indexing\n"); H2P_int_COO_to_CSR( n_node, D_pair_cnt, D_pair_i, D_pair_j, D_pair_v, h2pack->D_p2i_rowptr, h2pack->D_p2i_colidx, h2pack->D_p2i_val ); free(D_pair_i); free(D_pair_j); free(D_pair_v); if (BD_JIT == 1) return; h2eri->c_D_blks = (H2P_dense_mat_p*) malloc(sizeof(H2P_dense_mat_p) * h2pack->n_D); assert(h2eri->c_D_blks != NULL); H2P_dense_mat_p *c_D_blks = h2eri->c_D_blks; const int n_D0_blk = D_blk0->length - 1; const int n_D1_blk = D_blk1->length - 1; #pragma omp parallel num_threads(n_thread) { int tid = omp_get_thread_num(); H2P_dense_mat_p tmpD = thread_buf[tid]->mat0; H2P_dense_mat_p tmpD0 = thread_buf[tid]->mat1; H2P_int_vec_p J = thread_buf[tid]->idx0; H2P_int_vec_p ID_buff = thread_buf[tid]->idx1; simint_buff_p simint_buff = simint_buffs[tid]; eri_batch_buff_p eri_batch_buff = eri_batch_buffs[tid]; H2P_dense_mat_p U_mat, QR_buff; H2P_dense_mat_init(&U_mat, 1, 1024); H2P_dense_mat_init(&QR_buff, 1, 1024); thread_buf[tid]->timer = -get_wtime_sec(); // 3. Generate diagonal blocks (leaf node self interaction) #pragma omp for schedule(dynamic) nowait for (int i_blk0 = 0; i_blk0 < n_D0_blk; i_blk0++) { int D_blk0_s = D_blk0->data[i_blk0]; int D_blk0_e = D_blk0->data[i_blk0 + 1]; if (i_blk0 >= n_D0_blk) { D_blk0_s = 0; D_blk0_e = 0; } for (int i = D_blk0_s; i < D_blk0_e; i++) { int node = leaf_nodes[i]; int pt_s = pt_cluster[2 * node]; int pt_e = pt_cluster[2 * node + 1]; int node_npts = pt_e - pt_s + 1; int Di_nrow = D_nrow[i]; int Di_ncol = D_ncol[i]; H2P_dense_mat_resize(tmpD, Di_nrow, Di_ncol); double *Di = tmpD->data; int *bra_idx = index_seq + pt_s; int *ket_idx = bra_idx; H2ERI_calc_ERI_pairs_to_mat( sp, node_npts, node_npts, bra_idx, ket_idx, simint_buff, Di, Di_ncol, eri_batch_buff ); H2ERI_compress_BD_blk(tmpD, tmpD0, U_mat, QR_buff, J, ID_buff, stop_param, &c_D_blks[i]); } } // End of i_blk0 loop // 4. Generate off-diagonal blocks from inadmissible pairs #pragma omp for schedule(dynamic) nowait for (int i_blk1 = 0; i_blk1 < n_D1_blk; i_blk1++) { int D_blk1_s = D_blk1->data[i_blk1]; int D_blk1_e = D_blk1->data[i_blk1 + 1]; if (i_blk1 >= n_D1_blk) { D_blk1_s = 0; D_blk1_e = 0; } for (int i = D_blk1_s; i < D_blk1_e; i++) { int node0 = r_inadm_pairs[2 * i]; int node1 = r_inadm_pairs[2 * i + 1]; int pt_s0 = pt_cluster[2 * node0]; int pt_s1 = pt_cluster[2 * node1]; int pt_e0 = pt_cluster[2 * node0 + 1]; int pt_e1 = pt_cluster[2 * node1 + 1]; int node0_npts = pt_e0 - pt_s0 + 1; int node1_npts = pt_e1 - pt_s1 + 1; int Di_nrow = D_nrow[i + n_leaf_node]; int Di_ncol = D_ncol[i + n_leaf_node]; H2P_dense_mat_resize(tmpD, Di_nrow, Di_ncol); double *Di = tmpD->data; int *bra_idx = index_seq + pt_s0; int *ket_idx = index_seq + pt_s1; H2ERI_calc_ERI_pairs_to_mat( sp, node0_npts, node1_npts, bra_idx, ket_idx, simint_buff, Di, Di_ncol, eri_batch_buff ); H2ERI_compress_BD_blk(tmpD, tmpD0, U_mat, QR_buff, J, ID_buff, stop_param, &c_D_blks[i + n_leaf_node]); } } // End of i_blk1 loop thread_buf[tid]->timer += get_wtime_sec(); H2P_dense_mat_destroy(&U_mat); H2P_dense_mat_destroy(&QR_buff); } // End of "pragma omp parallel" // Recalculate the total size of the D blocks and re-partition D blocks for matvec h2pack->mat_size[MV_DEN_SIZE_IDX] = 0; D0_total_size = 0; for (int i = 0; i < n_leaf_node; i++) { H2P_dense_mat_p Di = c_D_blks[i]; size_t Di_size = Di->size; h2pack->mat_size[MV_DEN_SIZE_IDX] += Di_size; h2pack->mat_size[MV_DEN_SIZE_IDX] += (size_t) (Di->nrow + Di->ncol); D_ptr[i + 1] = Di_size; D0_total_size += Di_size; } H2P_partition_workload(n_leaf_node, D_ptr + 1, D0_total_size, n_thread * BD_ntask_thread, D_blk0); D1_total_size = 0; for (int i = 0; i < n_r_inadm_pair; i++) { H2P_dense_mat_p Di = c_D_blks[i + n_leaf_node]; size_t Di_size = Di->size; h2pack->mat_size[MV_DEN_SIZE_IDX] += Di_size; h2pack->mat_size[MV_DEN_SIZE_IDX] += (size_t) (2 * (Di->nrow + Di->ncol)); D_ptr[n_leaf_node + 1 + i] = Di_size; D1_total_size += Di_size; } H2P_partition_workload(n_r_inadm_pair, D_ptr + n_leaf_node + 1, D1_total_size, n_thread * BD_ntask_thread, D_blk1); for (int i = 1; i <= n_leaf_node + n_r_inadm_pair; i++) D_ptr[i] += D_ptr[i - 1]; h2pack->mat_size[D_SIZE_IDX] = D0_total_size + D1_total_size; #ifdef PROFILING_OUTPUT double max_t = 0.0, avg_t = 0.0, min_t = 19241112.0; for (int i = 0; i < n_thread; i++) { double thread_i_timer = thread_buf[i]->timer; avg_t += thread_i_timer; max_t = MAX(max_t, thread_i_timer); min_t = MIN(min_t, thread_i_timer); } avg_t /= (double) n_thread; printf("[PROFILING] Build D: min/avg/max thread wall-time = %.3lf, %.3lf, %.3lf (s)\n", min_t, avg_t, max_t); #endif BLAS_SET_NUM_THREADS(n_thread); } // Build H2 representation for ERI tensor void H2ERI_build_H2(H2ERI_p h2eri, const int BD_JIT) { double st, et; if (BD_JIT == 1) h2eri->h2pack->BD_JIT = 1; else h2eri->h2pack->BD_JIT = 0; // 1. Build projection matrices and skeleton row sets st = get_wtime_sec(); H2ERI_build_UJ_proxy(h2eri); et = get_wtime_sec(); h2eri->h2pack->timers[U_BUILD_TIMER_IDX] = et - st; // 2. Build generator matrices st = get_wtime_sec(); H2ERI_build_B(h2eri); et = get_wtime_sec(); h2eri->h2pack->timers[B_BUILD_TIMER_IDX] = et - st; // 3. Build dense blocks st = get_wtime_sec(); H2ERI_build_D(h2eri); et = get_wtime_sec(); h2eri->h2pack->timers[D_BUILD_TIMER_IDX] = et - st; }
_spmv_G_NROWS_34000_G_NCOLS_34000_B_NROWS_4_B_NCOLS_MIN_12_B_NCOLS_MAX_20_B_NCOLS_STRIDE_4.c
/*@ begin PerfTuning ( def build { arg build_command = 'icc -O3 -openmp -lm -I/disks/fast/papi/include -L/disks/fast/papi/lib -lpapi'; } def performance_counter { arg repetitions = 100; } def performance_params { param UNROLL_FAC_OUT[] = [4]; param UNROLL_FAC_IN[] = [1,2,3,4,5,6,7,8]; param N_THREADS[] = [1,4]; param SIMD_TYPE[] = ['none','sse']; param BLK_TYPE[] = ['inode']; constraint simd_unroll_factor = (SIMD_TYPE=='none' or UNROLL_FAC_IN%2==0); } def input_params { param G_NROWS[] = [32000,34000]; param G_NCOLS[] = [32000,34000]; param B_NROWS[] = [4]; param B_NCOLS_MIN[] = [12]; param B_NCOLS_MAX[] = [20]; param B_NCOLS_STRIDE[] = [4]; constraint square_x_y = (G_NROWS==G_NCOLS); } def input_vars { arg decl_file = 'decl_code.h'; arg init_file = 'init_code.c'; } def performance_test_code { arg skeleton_code_file = 'skeleton_code.c'; } def search { arg algorithm = 'Exhaustive'; } ) @*/ /**-- (Generated by Orio) Best performance cost: 453325.000000 Tuned for specific problem sizes: B_NCOLS_MAX = 20 B_NCOLS_MIN = 12 B_NCOLS_STRIDE = 4 B_NROWS = 4 G_NCOLS = 34000 G_NROWS = 34000 Best performance parameters: BLK_TYPE = inode N_THREADS = 4 SIMD_TYPE = none UNROLL_FAC_IN = 6 UNROLL_FAC_OUT = 4 --**/ /*@ begin SpMV ( # SpMV computation: y = y + aa * x; out_vector = y; in_vector = x; in_matrix = aa; row_inds = ai; col_inds = aj; data_type = double; init_val = 0; total_rows = total_rows; total_inodes = total_inodes; inode_sizes = inode_sizes; inode_rows = inode_rows; # transformation parameters out_unroll_factor = UNROLL_FAC_OUT; in_unroll_factor = UNROLL_FAC_IN; num_threads = N_THREADS; simd = SIMD_TYPE; # 'none' (default), 'gcc', 'sse', 'xlc' block_structure = BLK_TYPE; # 'none' (default), 'inode', 'bcsr' (still unsupported) ) @*/ { register int n; omp_set_num_threads(4); #pragma omp parallel for shared(y,x,aa,ai,aj,total_inodes,inode_rows) private(n) for (n=0; n<=total_inodes-1; n+=1) { int start_row=inode_rows[n]; register int rlength=inode_rows[n+1]-start_row; int first_col=ai[start_row]; register int clength=ai[start_row+1]-first_col; double *yc=&y[start_row]; int *ajc=&aj[first_col]; double *aac=&aa[first_col]; register int i=0; while (i<=rlength-4) { double *aa1c=aac+clength,*aa2c=aa1c+clength,*aa3c=aa2c+clength; double y0c=0,y1c=0,y2c=0,y3c=0; register int j=0; while (j<=clength-6) { double x0=x[ajc[0]],x1=x[ajc[1]],x2=x[ajc[2]],x3=x[ajc[3]],x4=x[ajc[4]],x5=x[ajc[5]]; y0c += aac[0]*x0 + aac[1]*x1 + aac[2]*x2 + aac[3]*x3 + aac[4]*x4 + aac[5]*x5; y1c += aa1c[0]*x0 + aa1c[1]*x1 + aa1c[2]*x2 + aa1c[3]*x3 + aa1c[4]*x4 + aa1c[5]*x5; y2c += aa2c[0]*x0 + aa2c[1]*x1 + aa2c[2]*x2 + aa2c[3]*x3 + aa2c[4]*x4 + aa2c[5]*x5; y3c += aa3c[0]*x0 + aa3c[1]*x1 + aa3c[2]*x2 + aa3c[3]*x3 + aa3c[4]*x4 + aa3c[5]*x5; aac+=6; aa1c+=6; aa2c+=6; aa3c+=6; ajc+=6; j+=6; } while (j<=clength-1) { double x0=x[ajc[0]]; y0c += aac[0]*x0; y1c += aa1c[0]*x0; y2c += aa2c[0]*x0; y3c += aa3c[0]*x0; aac+=1; aa1c+=1; aa2c+=1; aa3c+=1; ajc+=1; j+=1; } yc[0]=y0c; yc[1]=y1c; yc[2]=y2c; yc[3]=y3c; yc+=4; aac=aa3c; ajc+=3*clength; i+=4; } while (i<=rlength-1) { double y0c=0; register int j=0; while (j<=clength-6) { y0c += aac[0]*x[ajc[0]] + aac[1]*x[ajc[1]] + aac[2]*x[ajc[2]] + aac[3]*x[ajc[3]] + aac[4]*x[ajc[4]] + aac[5]*x[ajc[5]]; aac+=6; ajc+=6; j+=6; } while (j<=clength-1) { y0c += aac[0]*x[ajc[0]]; aac+=1; ajc+=1; j+=1; } yc[0]=y0c; yc+=1; i+=1; } } } /*@ end @*/ /*@ end @*/
pi-v13.c
/* * Compute pi by approximating the area under the curve f(x) = 4 / (1 + x*x) * between 0 and 1. * * parallel version using OpenMP */ #include <stdio.h> #include <stdlib.h> #include <omp.h> /* OpenMP */ #if _DEBUG_ #define _DEBUG_ 1 #else #define _DEBUG_ 0 #endif int main(int argc, char *argv[]) { double x, sum=0.0, pi=0.0; #if !_DEBUG_ double start,end; #endif int i; const char Usage[] = "Usage: pi <num_steps> (try 1000000000)\n"; if (argc < 2) { fprintf(stderr, Usage); exit(1); } int num_steps = atoi(argv[1]); double step = 1.0/(double) num_steps; #if !_DEBUG_ start= omp_get_wtime(); #endif /* do computation -- using all threads */ // WARNING : correct code #pragma omp parallel private(i,x) { #if _DEBUG_ int id = omp_get_thread_num(); #endif #pragma omp for schedule(static) reduction(+:sum) for (i=0; i < num_steps; i++) { x = (i+0.5)*step; sum += 4.0/(1.0+x*x); #if _DEBUG_ printf("thread id:%d it:%d\n",id,i); #endif } // At this point the aggregated values of all threads are available #pragma omp single pi = step * sum; } #if !_DEBUG_ end = omp_get_wtime(); printf("Wall clock execution time = %.9f seconds\n", end-start); #endif /* print results */ printf("Value of pi = %12.10f\n", pi); return EXIT_SUCCESS; }
matrix.c
#include "matrix.h" #include <stddef.h> #include <stdio.h> #include <stdlib.h> #include <string.h> #include <omp.h> // Include SSE intrinsics #if defined(_MSC_VER) #include <intrin.h> #elif defined(__GNUC__) && (defined(__x86_64__) || defined(__i386__)) #include <immintrin.h> #include <x86intrin.h> #endif /* Below are some intel intrinsics that might be useful * void _mm256_storeu_pd (double * mem_addr, __m256d a) * __m256d _mm256_set1_pd (double a) * __m256d _mm256_set_pd (double e3, double e2, double e1, double e0) * __m256d _mm256_loadu_pd (double const * mem_addr) * __m256d _mm256_add_pd (__m256d a, __m256d b) * __m256d _mm256_sub_pd (__m256d a, __m256d b) * __m256d _mm256_fmadd_pd (__m256d a, __m256d b, __m256d c) * __m256d _mm256_mul_pd (__m256d a, __m256d b) * __m256d _mm256_cmp_pd (__m256d a, __m256d b, const int imm8) * __m256d _mm256_and_pd (__m256d a, __m256d b) * __m256d _mm256_max_pd (__m256d a, __m256d b) */ /* Generates a random double between low and high */ double rand_double(double low, double high) { double range = (high - low); double div = RAND_MAX / range; return low + (rand() / div); } /* Generates a random matrix */ void rand_matrix(matrix *result, unsigned int seed, double low, double high) { srand(seed); for (int i = 0; i < result->rows; i++) { for (int j = 0; j < result->cols; j++) { set(result, i, j, rand_double(low, high)); } } } /* * Allocates space for a matrix struct pointed to by the double pointer mat with * `rows` rows and `cols` columns. You should also allocate memory for the data array * and initialize all entries to be zeros. `parent` should be set to NULL to indicate that * this matrix is not a slice. You should also set `ref_cnt` to 1. * You should return -1 if either `rows` or `cols` or both have invalid values, or if any * call to allocate memory in this function fails. Return 0 upon success. */ //Done! int allocate_matrix(matrix **mat, int rows, int cols) { /* TODO: YOUR CODE HERE */ if (rows <= 0 || cols <= 0){ return -1; } *mat = (malloc(sizeof(matrix))); matrix * mm = *mat; mm->parent=NULL; mm->ref_cnt=1; double * data = calloc(rows * cols, sizeof(double)); for(int i = 0; i < rows * cols; i += 1){ data[i] = 0; } mm->data = data; mm->rows = rows; mm->cols = cols; return 0; } /* * Allocates space for a matrix struct pointed to by `mat` with `rows` rows and `cols` columns. * Its data should point to the `offset`th entry of `from`'s data (you do not need to allocate memory) * for the data field. `parent` should be set to `from` to indicate this matrix is a slice of `from`. * You should return -1 if either `rows` or `cols` or both are non-positive or if any * call to allocate memory in this function fails. Return 0 upon success. */ //Done! int allocate_matrix_ref(matrix **mat, matrix *from, int offset, int rows, int cols) { /* TODO: YOUR CODE HERE */ if (rows <= 0 || cols <= 0){ return -1; } *mat = (malloc(sizeof(matrix))); matrix * mm = *mat; if(mm == NULL){ return -1; } mm->rows = rows; mm->cols = cols; mm->data = from->data + offset; mm->parent = from; from->ref_cnt += 1; mm->ref_cnt = 1; return 0; } /* * You need to maindex2e sure that you only free `mat->data` if `mat` is not a slice and has no existing slices, * or if `mat` is the last existing slice of its parent matrix and its parent matrix has no other references * (including itself). You cannot assume that mat is not NULL.__ */ //Done! void deallocate_matrix(matrix *mat) { /* TODO: YOUR CODE HERE */ // printf("deleting in matrix.c\n"); if(mat == NULL) return; mat->ref_cnt -= 1; if(mat->ref_cnt > 0) return; // printf("ref count == 0, deleting in matrix.c\n"); if(mat->parent != NULL){ deallocate_matrix(mat->parent); } else { free(mat->data); } free(mat); } /* * Returns the double value of the matrix at the given row and column. * You may assume `row` and `col` are valid. */ //Done! double get(matrix *mat, int row, int col) { /* TODO: YOUR CODE HERE */ return mat->data[row*mat->cols + col]; } /* * Sets the value at the given row and column to val. You may assume `row` and * `col` are valid */ //Done! void set(matrix *mat, int row, int col, double val) { /* TODO: YOUR CODE HERE */ mat->data[row*mat->cols + col] = val; } /* * Sets all entries in mat to val */ //Done! void fill_matrix(matrix *mat, double val) { /* TODO: YOUR CODE HERE */ __m256d mat_fill = _mm256_set1_pd(val); int mat_size = mat->rows * mat->cols; #pragma omp parallel for for(int i = 0; i < mat_size / 4*4; i += 4){ _mm256_storeu_pd(mat->data + i, mat_fill); } //Tail Case: for(int i = mat_size / 4*4; i < mat_size; i += 1){ mat->data[i] = val; } } /* * Store the result of adding mat1 and mat2 to `result`. * Return 0 upon success and a nonzero value upon failure. */ //Done! int add_matrix(matrix *result, matrix *mat1, matrix *mat2) { /* TODO: YOUR CODE HERE */ //Error check if (result == NULL) { return -1; } if ( mat1->cols != mat2->cols || mat1->rows != mat2->rows || result->cols != mat2->cols || result->cols < 1 || result->rows < 1 || result->rows != mat2->rows) { return -1; } //Initialize variables int cnt = mat1->cols * mat1->rows; __m256d tmpp, add1, add2; //OpenMp optmization for add operation #pragma omp parallel for private(tmpp, add1, add2) for(int i = 0; i < cnt / 4*4; i += 4) { add1 = _mm256_loadu_pd(mat1->data + i); add2 = _mm256_loadu_pd(mat2->data + i); tmpp = _mm256_add_pd (add1, add2); _mm256_storeu_pd(result->data + i, tmpp); } //Tail case for(int i = cnt / 4*4; i < cnt; i += 1) { result->data[i] = mat1->data[i] + mat2->data[i]; } return 0; } /* * Store the result of subtracting mat2 from mat1 to `result`. * Return 0 upon success and a nonzero value upon failure. */ //Done! int sub_matrix(matrix *result, matrix *mat1, matrix *mat2) { /* TODO: YOUR CODE HERE */ //Error check if (result == NULL) { return -1; } if ( mat1->cols != mat2->cols || mat1->rows != mat2->rows || result->cols != mat2->cols || result->cols < 1 || result->rows < 1 || result->rows != mat2->rows) { return -1; } //Initialize variables int cnt = mat1->cols * mat1->rows; __m256d tmpp, sub1, sub2; //OpenMp optmization for sub operation #pragma omp parallel for private(tmpp, sub1, sub2) for(int i = 0; i < cnt / 4*4; i += 4) { sub1 = _mm256_loadu_pd(mat1->data + i); sub2 = _mm256_loadu_pd(mat2->data + i); tmpp = _mm256_sub_pd (sub1, sub2); _mm256_storeu_pd(result->data + i, tmpp); } //Tail case for(int i = cnt / 4*4; i < cnt; i += 1) { result->data[i] = mat1->data[i] - mat2->data[i]; } return 0; } /* * Store the result of multiplying mat1 and mat2 to `result`. * Return 0 upon success and a nonzero value upon failure. * Remember that matrix multiplication is not the same as multiplying individual elements. */ int mul_matrix(matrix *result, matrix *mat1, matrix *mat2) { /* TODO: YOUR CODE HERE */ //DISCLAIMER: //DISCUSSED CONCEPTS WITH MY ROOMATE BUT WROTE OUR OWN CODE //PS(0810):My roommate said our code looks very similar lol //Been helped by Caroline during office hours for debugging. //BulletPoints: //Allocate buffer matrix for calculation, one for mat one for result //Put the data in mat into the buffer //Initialize result matrix //Calculate power //Store the result bacindex2 //Been helped by Caroline during office hours for debugging. //Error check if (result == NULL) { return -1; } if (mat1->cols != mat2->rows || result->rows != mat1->rows || result->cols != mat2->cols ) { return -1; } //Last Version // static double *transpose = NULL; // static int transpose_len = 0; // if (result == NULL){ // return -1; // } // if ( mat1->cols != mat2->rows || // result->cols != mat2->cols || // result->rows != mat1->rows ){ // return -1; // } // // int cnt = mat1->cols * mat1->rows; // matrix * tmp_mat = result; // if(result == mat1 || result == mat2){ // allocate_matrix(&tmp_mat, result->cols, result->rows); // } // if(transpose_len < mat2->cols*mat2->rows){ // if(transpose !=NULL) free(transpose); // transpose=malloc(sizeof(double)*mat2->cols*mat2->rows); // } matrix *mat_mul = result; //Allocate memory space for the copy of intermediate result if (result == mat1 || result == mat2) { //Allocate memory space successfully mat_mul = (matrix*) malloc(sizeof(matrix)); //If failed in allocation, return wiith malloc errors if(allocate_matrix(&mat_mul, result->rows, result->cols) != 0) { return -1; } } //Declare global variables int ix, px; int mat_shape = mat1->rows * mat2->cols; __m256d mat_404 = _mm256_set1_pd(0); //VERY IMPORTANT: Transposing matrix 2 for performance optmization //Source: Caroline Liu (Huge thanks) and Wikipedia ;) //Optmized for larger matrix generation // if (mat2->cols >= 96) { // #pragma omp parallel for // for (int i = 0; i < mat2->rows * mat2->cols; i += 1) { // mat_tmp2[(i % mat2->cols) * mat2->rows + i / mat2->cols] = mat2->data[i]; // } else { // for (int i = 0; i < mat2->rows * mat2->cols; i += 1) { // mat_tmp2[(i % mat2->cols) * mat2->rows + i / mat2->cols] = mat2->data[i]; // } // //Declare local variables // int ix, px; // int mat_shape = mat1->rows * mat2->cols; // __m256d mat_404 = _mm256_set1_pd(0); //Allocate memory space for transposing matrix 2 double * mat2_trans = (double *) malloc(mat2->rows * mat2->cols * sizeof(double)); //If failed in allocation, return wiith malloc errors if (mat2_trans == NULL) { return -1; } for (ix = 0; ix < mat2->rows * mat2->cols; ix += 1) { mat2_trans[(ix % mat2->cols) * mat2->rows + ix / mat2->cols] = mat2->data[ix]; } // for(int row = 0; row < mat2->rows; row += 1) // for(int col = 0; col < mat2->cols; col += 1){ // transpose[col * mat2->rows + row] = mat2->data[row * mat2->cols + col]; // } // fill_matrix(result, 0); // void set(matrix *mat, int row, int col, double val) { // mat->data[row*mat->cols + col] = val; // } // #pragma omp parallel for // for(int i = 0; i < mat->cols; i += 1){ // result->data[i * result->cols + i] = 1; // } // unsigned int tmpp = 1 << 31; // #pragma omp parallel for // for (;tmpp & pow == 0;){ // tmpp = tmpp >> 1; // } // #pragma omp parallel for // for(;tmpp > 0;) { // mul_matrix(result, result, result); // if(tmpp & pow){ // mul_matrix(result, result, mat); // } // tmpp = tmpp >> 1; // } // return 0; //Divide multiplication into 2 parts: //small matrix (<128*128) multiplication //and large matrix (>128*128) multiplication if (mat1->rows >= 96) { //------------------------------------------ START OF WORKING SPACE-----------------------------------------------// //Version 0.1 // #pragma omp parallel for // for(int row = 0; row < result->rows; row += 1){ // for(int col = 0; col < result->cols; col += 1){ // double res = 0; // int i = 0; // double tmp_store[4]; // double *ref1 = mat1->data + row * mat1->cols + i; // double *ref2 = transpose + col * mat2->rows + i; // for(; i < mat1->cols-4; i += 4){ // __m256d a = _mm256_loadu_pd(ref1); // __m256d b = _mm256_loadu_pd(ref2); // __m256d c = _mm256_mul_pd (a, b); // __m256d d = _mm256_hadd_pd(c, a); // _mm256_storeu_pd(tmp_store, d); // res += tmp_store[0] + tmp_store[2]; // // res += tmp_store[1] + tmp_store[3]; // ref1 += 4; // ref2 += 4; // } // for(; i < mat1->cols; i += 1){ // res += *ref1 * *ref2; // i*mat2->cols + col // ref1 += 1; // ref2 += 1; // } // // printf("%.3lf\n", res); // set(tmp_mat, row, col, res); // } // } // } #pragma omp parallel for private(ix, px) for (ix = 0; ix < mat_shape - (mat_shape % 2); ix += 2) { //Initialize local veriables double tmp_store[4]; __m256d tmpp = mat_404; int rx = ix / mat2->cols * mat1->cols; int cx = ix % mat2->cols * mat2->rows; int rx1 = (ix + 1) / mat2->cols * mat1->cols; int cx1 = (ix + 1) % mat2->cols * mat2->rows; for (px = 0; px < mat1->cols / 4*4; px += 4) { // __m26d mat1_tmp = // _mm256_loadu_pd(mat1->data + mat_row + index2); // __m256d mat2_tmp = // _mm256_loadu_pd(mat_tmp2 + mat_col + index2); // __m256d mat1_load = // _mm256_loadu_pd(mat1->data + mat_row1 + index2); // __m256d mat2_load = // _mm256_loadu_pd(mat_tmp2 + mat_col1 + index2); // __m256d mul_1 = // _mm256_mul_pd(mat1_tmp, mat2_tmp); // __m256d mul_2 = // _mm256_mul_pd(mat1_load, mat2_load); __m256d load_mat1_a = _mm256_loadu_pd(mat1->data + rx + px); __m256d load_mat1_b = _mm256_loadu_pd(mat1->data + rx1 + px); __m256d load_mat2_a = _mm256_loadu_pd(mat2_trans + cx + px); __m256d load_mat2_b = _mm256_loadu_pd(mat2_trans + cx1 + px); // __m256d a = _mm256_loadu_pd(ref1); // __m256d b = _mm256_loadu_pd(ref2); // __m256d c = _mm256_mul_pd (a, b); // __m256d d = _mm256_hadd_pd(c, a); // _mm256_storeu_pd(tmp_store, d); // res += tmp_store[0] + tmp_store[2]; __m256d mul_1 = _mm256_mul_pd(load_mat1_a, load_mat2_a); __m256d mul_2 = _mm256_mul_pd(load_mat1_b, load_mat2_b); // _mm256_mul_pd(mat1_load, mat2_load); // __m256d mul_result = // _mm256_hadd_pd(mul_1, mul_2); // tmp = _mm256_add_pd(tmp, mul_result); __m256d tmp_res = _mm256_hadd_pd(mul_1, mul_2); tmpp = _mm256_add_pd(tmpp, tmp_res); } _mm256_storeu_pd(tmp_store, tmpp); double tmp1 = tmp_store[0] + tmp_store[2]; double tmp2 = tmp_store[1] + tmp_store[3]; for (px = mat1->cols / 4*4; px < mat1->cols; px += 1) { tmp1 += mat1->data[rx + px] * mat2_trans[cx + px]; tmp2 += mat1->data[rx1 + px] * mat2_trans[cx1 + px]; } mat_mul->data[ix] = tmp1; mat_mul->data[ix + 1] = tmp2; } } else { //Non-OpenMp Version for (ix = 0; ix < mat_shape - (mat_shape % 2); ix += 2) { //Initialize local veriables double tmp_store[4]; __m256d tmpp = mat_404; int rx = ix / mat2->cols * mat1->cols; int cx = ix % mat2->cols * mat2->rows; int rx1 = (ix + 1) / mat2->cols * mat1->cols; int cx1 = (ix + 1) % mat2->cols * mat2->rows; for (px = 0; px < mat1->cols / 4*4; px += 4) { // _mm256_loadu_pd(mat_tmp2 + mat_col + index2); // __m256d mat1_load = // _mm256_loadu_pd(mat1->data + mat_row1 + index2); // __m256d mat2_load = // _mm256_loadu_pd(mat_tmp2 + mat_col1 + index2); // __m256d mul_1 = // _mm256_mul_pd(mat1_tmp, mat2_tmp); __m256d load_mat1_a = _mm256_loadu_pd(mat1->data + rx + px); __m256d load_mat1_b = _mm256_loadu_pd(mat1->data + rx1 + px); __m256d load_mat2_a = _mm256_loadu_pd(mat2_trans + cx + px); __m256d load_mat2_b = _mm256_loadu_pd(mat2_trans + cx1 + px); // __m256d a = _mm256_loadu_pd(ref1); // __m256d b = _mm256_loadu_pd(ref2); // __m256d c = _mm256_mul_pd (a, b); // __m256d d = _mm256_hadd_pd(c, a); // _mm256_storeu_pd(tmp_store, d); // res += tmp_store[0] + tmp_store[2]; __m256d mul_1 = _mm256_mul_pd(load_mat1_a, load_mat2_a); __m256d mul_2 = _mm256_mul_pd(load_mat1_b, load_mat2_b); // _mm256_mul_pd(mat1_load, mat2_load); // __m256d mul_result = // _mm256_hadd_pd(mul_1, mul_2); // tmp = _mm256_add_pd(tmp, mul_result); __m256d tmp_res = _mm256_hadd_pd(mul_1, mul_2); tmpp = _mm256_add_pd(tmpp, tmp_res); } _mm256_storeu_pd(tmp_store, tmpp); double tmpp1 = tmp_store[0] + tmp_store[2]; double tmpp2 = tmp_store[1] + tmp_store[3]; for (px = mat1->cols / 4*4; px < mat1->cols; px += 1) { tmpp1 += mat1->data[rx + px] * mat2_trans[cx + px]; tmpp2 += mat1->data[rx1 + px] * mat2_trans[cx1 + px]; } mat_mul->data[ix] = tmpp1; mat_mul->data[ix + 1] = tmpp2; } } //Source: My roommate :) //A big "tail case" for the case that it cannot be distributed by 2 if (mat_shape % 2) { //Initialize local veriables double tmp_store[4]; __m256d mat_0x = mat_404; //Calculate dimension int dim1 = (mat1->rows - 1) * mat1->cols; int dim2 = (mat2->cols - 1) * mat2->rows; for (px = 0; px < mat1->cols / 4*4; px += 4) { __m256d load_mat1 = _mm256_loadu_pd(mat1->data + dim1 + px); __m256d load_mat2 = _mm256_loadu_pd(mat2_trans + dim2 + px); // _mm256_mul_pd(mat1_load, mat2_load); // __m256d mul_result = // _mm256_hadd_pd(mul_1, mul_2); // tmp = _mm256_add_pd(tmp, mul_result); __m256d tmp_mulx = _mm256_mul_pd(load_mat1, load_mat2); mat_0x = _mm256_add_pd(mat_0x, tmp_mulx); } _mm256_storeu_pd(tmp_store, mat_0x); double tmpp = tmp_store[0] + tmp_store[1] + tmp_store[2] + tmp_store[3]; //tail case for (px = mat1->cols / 4*4; px < mat1->cols; px += 1) { tmpp += mat1->data[dim1 + px] * mat2_trans[dim2 + px]; } mat_mul->data[mat_shape - 1] = tmpp; } //------------------------------------------ END OF WORKING SPACE-----------------------------------------------// // if(result == mat1 || result == mat2){ // double * tmp = tmp_mat->data; // tmp_mat->data = result->data; // result->data = tmp; // deallocate_matrix(tmp_mat); // } // return 0; // } free(mat2_trans); if (result == mat1 || result == mat2) { double * swap_buff = mat_mul->data; mat_mul->data = result->data; result->data = swap_buff; deallocate_matrix(mat_mul); } return 0; } /* * Store the result of raising mat to the (pow)th power to `result`. * Return 0 upon success and a nonzero value upon failure. * Remember that pow is defined with matrix multiplication, not element-wise multiplication. */ int pow_matrix(matrix *result, matrix *mat, int pow) { /* TODO: YOUR CODE HERE */ //Error checking if ( result == NULL || pow < 0 || mat->rows != mat->cols || mat->rows < 1 || mat->cols < 1 || result->cols != mat->cols || result->rows != mat->rows || result->cols != result->rows){ return -1; } int cnt = mat->rows * mat->cols; //fill_matrix(result, 0); //void set(matrix *mat, int row, int col, double val) { /* TODO: YOUR CODE HERE */ //mat->data[row*mat->cols + col] = val; //} //#pragma omp parallel for //for(int i = 0; i < mat->cols; i += 1){ // result->data[i * result->cols + i] = 1; //} //unsigned int tmpp = 1 << 31; //#pragma omp parallel for //for (;tmpp & pow == 0;){ // tmpp = tmpp >> 1; //} //#pragma omp parallel for //for(;tmpp > 0;) { // mul_matrix(result, result, result); // if(tmpp & pow){ // mul_matrix(result, result, mat); // } // tmpp = tmpp >> 1; //} //return 0; //} //DISCLAIMER: //DISCUSSED CONCEPTS WITH MY ROOMATE BUT WROTE OUR OWN CODE //Been helped by Caroline during office hours for debugging. //BulletPoints: //Allocate buffer matrix for calculation, one for mat one for result //Put the data in mat into the buffer //Initialize result matrix //Calculate power //Store the result bacindex2 //Been helped by Caroline during office hours for debugging. //Allocate memory space for power calculation matrix *mat_pow = (matrix *) malloc(sizeof(matrix)); //If failed in allocation, return wiith malloc errors if(allocate_matrix(&mat_pow, result->rows, result->cols) != 0) { return -1; } //Copy mat matrix __m256d val; #pragma omp parallel for for(int i = 0; i < cnt / 4 * 4; i += 4) { val = _mm256_loadu_pd(mat->data + i); _mm256_storeu_pd(mat_pow->data + i, val); } //tail case: for(int i = cnt/ 4 * 4; i < cnt; i += 1) { mat_pow->data[i] = mat->data[i]; } //Allocate a temp to store result and access result at the end to reduce memory access matrix *mat_tmp = result; if(result == mat) { mat_tmp = (matrix*) malloc(sizeof(matrix)); //Throw error if allocation fails if(allocate_matrix(&mat_tmp, result->rows, result->cols) != 0) { return -1; } } //Initialize the result matrix fill_matrix(mat_tmp, 0); #pragma omp parallel for for(int i = 0; i < mat->cols; i += 1){ result->data[i * result->cols + i] = 1; } while (pow > 0) { if ((pow & 0x1) == 1) { mul_matrix(mat_tmp, mat_tmp, mat_pow); } pow = pow >> 1; if (pow > 0) { mul_matrix(mat_pow, mat_pow, mat_pow); } } if (result == mat) { //Store the result of power bacindex2 into result double * tmp_data = mat_tmp->data; mat_tmp->data = result->data; result->data = tmp_data; //Free the memory of tmp matrix deallocate_matrix(mat_tmp); } //Question: why no need to free mat_pow? return 0; } /* * Store the result of element-wise negating mat's entries to `result`. * Return 0 upon success and a nonzero value upon failure. */ //Done! int neg_matrix(matrix *result, matrix *mat) { /* TODO: YOUR CODE HERE */ //Error Checindex2ing if (result == NULL || result->cols < 1 || result->rows < 1 ){ return -1; } if (result->cols != mat->cols || result->rows != mat->rows) { return -1; } int cnt = mat->rows * mat->cols; __m256d neg_anchor = _mm256_set1_pd(0); #pragma omp parallel for for (int i = 0; i < cnt / 4 * 4; i += 4) { __m256d mat_data = _mm256_loadu_pd(mat->data + i); __m256d neg_data = _mm256_sub_pd(neg_anchor, mat_data); _mm256_storeu_pd(result->data + i, neg_data); } //Tail case: for (int i = cnt / 4*4; i < cnt; i += 1) { result->data[i] = 0 - mat->data[i]; } return 0; } /* * Store the result of taindex2ing the absolute value element-wise to `result`. * Return 0 upon success and a nonzero value upon failure. */ //Done! int abs_matrix(matrix *result, matrix *mat) { /* TODO: YOUR CODE HERE */ //Error checindex2ing: if (result == NULL || result->cols < 1 || result->rows < 1 ){ return -1; } if (result->cols != mat->cols || result->rows != mat->rows) { return -1; } //Could do manual unrolling and simd here but too lazy to do so. #pragma omp parallel for for (int i = 0; i < mat->rows*mat->cols; i += 1) { if(mat->data[i] < 0) { result->data[i] = 0 - mat->data[i]; } else { result->data[i] = mat->data[i]; } } return 0; }
Par-13-ParForNestedParForNestedParFor.c
int main(int argc, char **argv) { int a[4] = {1,2,3,4}; int b[4] = {1,1,1,1}; int c[4] = {0,2,1,3}; for (int i = 0; i < 1; ++i) { if (i < 2) { return -1; } } #pragma omp parallel for for (int i = 0; i < 4; ++i) { a[i] = 3*a[i]; #pragma omp parallel for for(int j = 0; j < 4; ++j) { b[j] = b[j] + a[i]; #pragma omp parallel for for(int k = 0; k < 4; ++k) { c[k] = a[i] * b[k] + c[k]; } } } return 0; }
kmp_stats.h
#ifndef KMP_STATS_H #define KMP_STATS_H /** @file kmp_stats.h * Functions for collecting statistics. */ //===----------------------------------------------------------------------===// // // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. // See https://llvm.org/LICENSE.txt for license information. // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception // //===----------------------------------------------------------------------===// #include "kmp_config.h" #include "kmp_debug.h" #if KMP_STATS_ENABLED /* Statistics accumulator. Accumulates number of samples and computes min, max, mean, standard deviation on the fly. Online variance calculation algorithm from http://en.wikipedia.org/wiki/Algorithms_for_calculating_variance#On-line_algorithm */ #include "kmp_stats_timing.h" #include <limits> #include <math.h> #include <new> // placement new #include <stdint.h> #include <string> #include <vector> /* Enable developer statistics here if you want them. They are more detailed than is useful for application characterisation and are intended for the runtime library developer. */ #define KMP_DEVELOPER_STATS 0 /* Enable/Disable histogram output */ #define KMP_STATS_HIST 0 /*! * @ingroup STATS_GATHERING * \brief flags to describe the statistic (timer or counter) * */ enum stats_flags_e { noTotal = 1 << 0, //!< do not show a TOTAL_aggregation for this statistic onlyInMaster = 1 << 1, //!< statistic is valid only for master noUnits = 1 << 2, //!< statistic doesn't need units printed next to it notInMaster = 1 << 3, //!< statistic is valid only for non-master threads logEvent = 1 << 4 //!< statistic can be logged on the event timeline when //! KMP_STATS_EVENTS is on (valid only for timers) }; /*! * @ingroup STATS_GATHERING * \brief the states which a thread can be in * */ enum stats_state_e { IDLE, SERIAL_REGION, FORK_JOIN_BARRIER, PLAIN_BARRIER, TASKWAIT, TASKYIELD, TASKGROUP, IMPLICIT_TASK, EXPLICIT_TASK, TEAMS_REGION }; /*! * \brief Add new counters under KMP_FOREACH_COUNTER() macro in kmp_stats.h * * @param macro a user defined macro that takes three arguments - * macro(COUNTER_NAME, flags, arg) * @param arg a user defined argument to send to the user defined macro * * \details A counter counts the occurrence of some event. Each thread * accumulates its own count, at the end of execution the counts are aggregated * treating each thread as a separate measurement. (Unless onlyInMaster is set, * in which case there's only a single measurement). The min,mean,max are * therefore the values for the threads. Adding the counter here and then * putting a KMP_BLOCK_COUNTER(name) at the point you want to count is all you * need to do. All of the tables and printing is generated from this macro. * Format is "macro(name, flags, arg)" * * @ingroup STATS_GATHERING */ // clang-format off #define KMP_FOREACH_COUNTER(macro, arg) \ macro(OMP_PARALLEL,stats_flags_e::onlyInMaster|stats_flags_e::noTotal,arg) \ macro(OMP_NESTED_PARALLEL, 0, arg) \ macro(OMP_LOOP_STATIC, 0, arg) \ macro(OMP_LOOP_STATIC_STEAL, 0, arg) \ macro(OMP_LOOP_DYNAMIC, 0, arg) \ macro(OMP_DISTRIBUTE, 0, arg) \ macro(OMP_BARRIER, 0, arg) \ macro(OMP_CRITICAL, 0, arg) \ macro(OMP_SINGLE, 0, arg) \ macro(OMP_MASTER, 0, arg) \ macro(OMP_TEAMS, 0, arg) \ macro(OMP_set_lock, 0, arg) \ macro(OMP_test_lock, 0, arg) \ macro(REDUCE_wait, 0, arg) \ macro(REDUCE_nowait, 0, arg) \ macro(OMP_TASKYIELD, 0, arg) \ macro(OMP_TASKLOOP, 0, arg) \ macro(TASK_executed, 0, arg) \ macro(TASK_cancelled, 0, arg) \ macro(TASK_stolen, 0, arg) // clang-format on /*! * \brief Add new timers under KMP_FOREACH_TIMER() macro in kmp_stats.h * * @param macro a user defined macro that takes three arguments - * macro(TIMER_NAME, flags, arg) * @param arg a user defined argument to send to the user defined macro * * \details A timer collects multiple samples of some count in each thread and * then finally aggregates all of the samples from all of the threads. For most * timers the printing code also provides an aggregation over the thread totals. * These are printed as TOTAL_foo. The count is normally a time (in ticks), * hence the name "timer". (But can be any value, so we use this for "number of * arguments passed to fork" as well). For timers the threads are not * significant, it's the individual observations that count, so the statistics * are at that level. Format is "macro(name, flags, arg)" * * @ingroup STATS_GATHERING2 */ // clang-format off #define KMP_FOREACH_TIMER(macro, arg) \ macro (OMP_worker_thread_life, stats_flags_e::logEvent, arg) \ macro (OMP_parallel, stats_flags_e::logEvent, arg) \ macro (OMP_parallel_overhead, stats_flags_e::logEvent, arg) \ macro (OMP_teams, stats_flags_e::logEvent, arg) \ macro (OMP_teams_overhead, stats_flags_e::logEvent, arg) \ macro (OMP_loop_static, 0, arg) \ macro (OMP_loop_static_scheduling, 0, arg) \ macro (OMP_loop_dynamic, 0, arg) \ macro (OMP_loop_dynamic_scheduling, 0, arg) \ macro (OMP_distribute, 0, arg) \ macro (OMP_distribute_scheduling, 0, arg) \ macro (OMP_critical, 0, arg) \ macro (OMP_critical_wait, 0, arg) \ macro (OMP_single, 0, arg) \ macro (OMP_master, 0, arg) \ macro (OMP_task_immediate, 0, arg) \ macro (OMP_task_taskwait, 0, arg) \ macro (OMP_task_taskyield, 0, arg) \ macro (OMP_task_taskgroup, 0, arg) \ macro (OMP_task_join_bar, 0, arg) \ macro (OMP_task_plain_bar, 0, arg) \ macro (OMP_taskloop_scheduling, 0, arg) \ macro (OMP_plain_barrier, stats_flags_e::logEvent, arg) \ macro (OMP_idle, stats_flags_e::logEvent, arg) \ macro (OMP_fork_barrier, stats_flags_e::logEvent, arg) \ macro (OMP_join_barrier, stats_flags_e::logEvent, arg) \ macro (OMP_serial, stats_flags_e::logEvent, arg) \ macro (OMP_set_numthreads, stats_flags_e::noUnits | stats_flags_e::noTotal, \ arg) \ macro (OMP_PARALLEL_args, stats_flags_e::noUnits | stats_flags_e::noTotal, \ arg) \ macro (OMP_loop_static_iterations, \ stats_flags_e::noUnits | stats_flags_e::noTotal, arg) \ macro (OMP_loop_static_total_iterations, \ stats_flags_e::noUnits | stats_flags_e::noTotal, arg) \ macro (OMP_loop_dynamic_iterations, \ stats_flags_e::noUnits | stats_flags_e::noTotal, arg) \ macro (OMP_loop_dynamic_total_iterations, \ stats_flags_e::noUnits | stats_flags_e::noTotal, arg) \ macro (OMP_distribute_iterations, \ stats_flags_e::noUnits | stats_flags_e::noTotal, arg) \ KMP_FOREACH_DEVELOPER_TIMER(macro, arg) // clang-format on // OMP_worker_thread_life -- Time from thread becoming an OpenMP thread (either // initializing OpenMP or being created by a master) // until the thread is destroyed // OMP_parallel -- Time thread spends executing work directly // within a #pragma omp parallel // OMP_parallel_overhead -- Time thread spends setting up a parallel region // OMP_loop_static -- Time thread spends executing loop iterations from // a statically scheduled loop // OMP_loop_static_scheduling -- Time thread spends scheduling loop iterations // from a statically scheduled loop // OMP_loop_dynamic -- Time thread spends executing loop iterations from // a dynamically scheduled loop // OMP_loop_dynamic_scheduling -- Time thread spends scheduling loop iterations // from a dynamically scheduled loop // OMP_critical -- Time thread spends executing critical section // OMP_critical_wait -- Time thread spends waiting to enter // a critical section // OMP_single -- Time spent executing a "single" region // OMP_master -- Time spent executing a "master" region // OMP_task_immediate -- Time spent executing non-deferred tasks // OMP_task_taskwait -- Time spent executing tasks inside a taskwait // construct // OMP_task_taskyield -- Time spent executing tasks inside a taskyield // construct // OMP_task_taskgroup -- Time spent executing tasks inside a taskygroup // construct // OMP_task_join_bar -- Time spent executing tasks inside a join barrier // OMP_task_plain_bar -- Time spent executing tasks inside a barrier // construct // OMP_taskloop_scheduling -- Time spent scheduling tasks inside a taskloop // construct // OMP_plain_barrier -- Time spent in a #pragma omp barrier construct or // inside implicit barrier at end of worksharing // construct // OMP_idle -- Time worker threads spend waiting for next // parallel region // OMP_fork_barrier -- Time spent in a the fork barrier surrounding a // parallel region // OMP_join_barrier -- Time spent in a the join barrier surrounding a // parallel region // OMP_serial -- Time thread zero spends executing serial code // OMP_set_numthreads -- Values passed to omp_set_num_threads // OMP_PARALLEL_args -- Number of arguments passed to a parallel region // OMP_loop_static_iterations -- Number of iterations thread is assigned for // statically scheduled loops // OMP_loop_dynamic_iterations -- Number of iterations thread is assigned for // dynamically scheduled loops #if (KMP_DEVELOPER_STATS) // Timers which are of interest to runtime library developers, not end users. // These have to be explicitly enabled in addition to the other stats. // KMP_fork_barrier -- time in __kmp_fork_barrier // KMP_join_barrier -- time in __kmp_join_barrier // KMP_barrier -- time in __kmp_barrier // KMP_end_split_barrier -- time in __kmp_end_split_barrier // KMP_setup_icv_copy -- time in __kmp_setup_icv_copy // KMP_icv_copy -- start/stop timer for any ICV copying // KMP_linear_gather -- time in __kmp_linear_barrier_gather // KMP_linear_release -- time in __kmp_linear_barrier_release // KMP_tree_gather -- time in __kmp_tree_barrier_gather // KMP_tree_release -- time in __kmp_tree_barrier_release // KMP_hyper_gather -- time in __kmp_hyper_barrier_gather // KMP_hyper_release -- time in __kmp_hyper_barrier_release // clang-format off #define KMP_FOREACH_DEVELOPER_TIMER(macro, arg) \ macro(KMP_fork_call, 0, arg) \ macro(KMP_join_call, 0, arg) \ macro(KMP_end_split_barrier, 0, arg) \ macro(KMP_hier_gather, 0, arg) \ macro(KMP_hier_release, 0, arg) \ macro(KMP_hyper_gather, 0, arg) \ macro(KMP_hyper_release, 0, arg) \ macro(KMP_linear_gather, 0, arg) \ macro(KMP_linear_release, 0, arg) \ macro(KMP_tree_gather, 0, arg) \ macro(KMP_tree_release, 0, arg) \ macro(USER_resume, 0, arg) \ macro(USER_suspend, 0, arg) \ macro(KMP_allocate_team, 0, arg) \ macro(KMP_setup_icv_copy, 0, arg) \ macro(USER_icv_copy, 0, arg) \ macro (FOR_static_steal_stolen, \ stats_flags_e::noUnits | stats_flags_e::noTotal, arg) \ macro (FOR_static_steal_chunks, \ stats_flags_e::noUnits | stats_flags_e::noTotal, arg) #else #define KMP_FOREACH_DEVELOPER_TIMER(macro, arg) #endif // clang-format on /*! * \brief Add new explicit timers under KMP_FOREACH_EXPLICIT_TIMER() macro. * * @param macro a user defined macro that takes three arguments - * macro(TIMER_NAME, flags, arg) * @param arg a user defined argument to send to the user defined macro * * \warning YOU MUST HAVE THE SAME NAMED TIMER UNDER KMP_FOREACH_TIMER() OR ELSE * BAD THINGS WILL HAPPEN! * * \details Explicit timers are ones where we need to allocate a timer itself * (as well as the accumulated timing statistics). We allocate these on a * per-thread basis, and explicitly start and stop them. Block timers just * allocate the timer itself on the stack, and use the destructor to notice * block exit; they don't need to be defined here. The name here should be the * same as that of a timer above. * * @ingroup STATS_GATHERING */ #define KMP_FOREACH_EXPLICIT_TIMER(macro, arg) KMP_FOREACH_TIMER(macro, arg) #define ENUMERATE(name, ignore, prefix) prefix##name, enum timer_e { KMP_FOREACH_TIMER(ENUMERATE, TIMER_) TIMER_LAST }; enum explicit_timer_e { KMP_FOREACH_EXPLICIT_TIMER(ENUMERATE, EXPLICIT_TIMER_) EXPLICIT_TIMER_LAST }; enum counter_e { KMP_FOREACH_COUNTER(ENUMERATE, COUNTER_) COUNTER_LAST }; #undef ENUMERATE /* * A logarithmic histogram. It accumulates the number of values in each power of * ten bin. So 1<=x<10, 10<=x<100, ... * Mostly useful where we have some big outliers and want to see information * about them. */ class logHistogram { enum { numBins = 31, /* Number of powers of 10. If this changes you need to change * the initializer for binMax */ /* * If you want to use this to analyse values that may be less than 1, (for * instance times in s), then the logOffset gives you negative powers. * In our case here, we're just looking at times in ticks, or counts, so we * can never see values with magnitude < 1 (other than zero), so we can set * it to 0. As above change the initializer if you change this. */ logOffset = 0 }; uint32_t KMP_ALIGN_CACHE zeroCount; struct { uint32_t count; double total; } bins[numBins]; static double binMax[numBins]; #ifdef KMP_DEBUG uint64_t _total; void check() const { uint64_t t = zeroCount; for (int i = 0; i < numBins; i++) t += bins[i].count; KMP_DEBUG_ASSERT(t == _total); } #else void check() const {} #endif public: logHistogram() { reset(); } logHistogram(logHistogram const &o) { for (int i = 0; i < numBins; i++) bins[i] = o.bins[i]; #ifdef KMP_DEBUG _total = o._total; #endif } void reset() { zeroCount = 0; for (int i = 0; i < numBins; i++) { bins[i].count = 0; bins[i].total = 0; } #ifdef KMP_DEBUG _total = 0; #endif } uint32_t count(int b) const { return bins[b + logOffset].count; } double total(int b) const { return bins[b + logOffset].total; } static uint32_t findBin(double sample); logHistogram &operator+=(logHistogram const &o) { zeroCount += o.zeroCount; for (int i = 0; i < numBins; i++) { bins[i].count += o.bins[i].count; bins[i].total += o.bins[i].total; } #ifdef KMP_DEBUG _total += o._total; check(); #endif return *this; } void addSample(double sample); int minBin() const; int maxBin() const; std::string format(char) const; }; class statistic { double KMP_ALIGN_CACHE minVal; double maxVal; double meanVal; double m2; uint64_t sampleCount; double offset; bool collectingHist; logHistogram hist; public: statistic(bool doHist = bool(KMP_STATS_HIST)) { reset(); collectingHist = doHist; } statistic(statistic const &o) : minVal(o.minVal), maxVal(o.maxVal), meanVal(o.meanVal), m2(o.m2), sampleCount(o.sampleCount), offset(o.offset), collectingHist(o.collectingHist), hist(o.hist) {} statistic(double minv, double maxv, double meanv, uint64_t sc, double sd) : minVal(minv), maxVal(maxv), meanVal(meanv), m2(sd * sd * sc), sampleCount(sc), offset(0.0), collectingHist(false) {} bool haveHist() const { return collectingHist; } double getMin() const { return minVal; } double getMean() const { return meanVal; } double getMax() const { return maxVal; } uint64_t getCount() const { return sampleCount; } double getSD() const { return sqrt(m2 / sampleCount); } double getTotal() const { return sampleCount * meanVal; } logHistogram const *getHist() const { return &hist; } void setOffset(double d) { offset = d; } void reset() { minVal = std::numeric_limits<double>::max(); maxVal = -minVal; meanVal = 0.0; m2 = 0.0; sampleCount = 0; offset = 0.0; hist.reset(); } void addSample(double sample); void scale(double factor); void scaleDown(double f) { scale(1. / f); } void forceCount(uint64_t count) { sampleCount = count; } statistic &operator+=(statistic const &other); std::string format(char unit, bool total = false) const; std::string formatHist(char unit) const { return hist.format(unit); } }; struct statInfo { const char *name; uint32_t flags; }; class timeStat : public statistic { static statInfo timerInfo[]; public: timeStat() : statistic() {} static const char *name(timer_e e) { return timerInfo[e].name; } static bool noTotal(timer_e e) { return timerInfo[e].flags & stats_flags_e::noTotal; } static bool masterOnly(timer_e e) { return timerInfo[e].flags & stats_flags_e::onlyInMaster; } static bool workerOnly(timer_e e) { return timerInfo[e].flags & stats_flags_e::notInMaster; } static bool noUnits(timer_e e) { return timerInfo[e].flags & stats_flags_e::noUnits; } static bool logEvent(timer_e e) { return timerInfo[e].flags & stats_flags_e::logEvent; } static void clearEventFlags() { for (int i = 0; i < TIMER_LAST; i++) { timerInfo[i].flags &= (~(stats_flags_e::logEvent)); } } }; // Where we need explicitly to start and end the timer, this version can be used // Since these timers normally aren't nicely scoped, so don't have a good place // to live on the stack of the thread, they're more work to use. class explicitTimer { timeStat *stat; timer_e timerEnumValue; tsc_tick_count startTime; tsc_tick_count pauseStartTime; tsc_tick_count::tsc_interval_t totalPauseTime; public: explicitTimer(timeStat *s, timer_e te) : stat(s), timerEnumValue(te), startTime(), pauseStartTime(0), totalPauseTime() {} // void setStat(timeStat *s) { stat = s; } void start(tsc_tick_count tick); void pause(tsc_tick_count tick) { pauseStartTime = tick; } void resume(tsc_tick_count tick) { totalPauseTime += (tick - pauseStartTime); } void stop(tsc_tick_count tick, kmp_stats_list *stats_ptr = nullptr); void reset() { startTime = 0; pauseStartTime = 0; totalPauseTime = 0; } timer_e get_type() const { return timerEnumValue; } }; // Where you need to partition a threads clock ticks into separate states // e.g., a partitionedTimers class with two timers of EXECUTING_TASK, and // DOING_NOTHING would render these conditions: // time(EXECUTING_TASK) + time(DOING_NOTHING) = total time thread is alive // No clock tick in the EXECUTING_TASK is a member of DOING_NOTHING and vice // versa class partitionedTimers { private: std::vector<explicitTimer> timer_stack; public: partitionedTimers(); void init(explicitTimer timer); void exchange(explicitTimer timer); void push(explicitTimer timer); void pop(); void windup(); }; // Special wrapper around the partitioned timers to aid timing code blocks // It avoids the need to have an explicit end, leaving the scope suffices. class blockPartitionedTimer { partitionedTimers *part_timers; public: blockPartitionedTimer(partitionedTimers *pt, explicitTimer timer) : part_timers(pt) { part_timers->push(timer); } ~blockPartitionedTimer() { part_timers->pop(); } }; // Special wrapper around the thread state to aid in keeping state in code // blocks It avoids the need to have an explicit end, leaving the scope // suffices. class blockThreadState { stats_state_e *state_pointer; stats_state_e old_state; public: blockThreadState(stats_state_e *thread_state_pointer, stats_state_e new_state) : state_pointer(thread_state_pointer), old_state(*thread_state_pointer) { *state_pointer = new_state; } ~blockThreadState() { *state_pointer = old_state; } }; // If all you want is a count, then you can use this... // The individual per-thread counts will be aggregated into a statistic at // program exit. class counter { uint64_t value; static const statInfo counterInfo[]; public: counter() : value(0) {} void increment() { value++; } uint64_t getValue() const { return value; } void reset() { value = 0; } static const char *name(counter_e e) { return counterInfo[e].name; } static bool masterOnly(counter_e e) { return counterInfo[e].flags & stats_flags_e::onlyInMaster; } }; /* **************************************************************** Class to implement an event There are four components to an event: start time, stop time nest_level, and timer_name. The start and stop time should be obvious (recorded in clock ticks). The nest_level relates to the bar width in the timeline graph. The timer_name is used to determine which timer event triggered this event. the interface to this class is through four read-only operations: 1) getStart() -- returns the start time as 64 bit integer 2) getStop() -- returns the stop time as 64 bit integer 3) getNestLevel() -- returns the nest level of the event 4) getTimerName() -- returns the timer name that triggered event *MORE ON NEST_LEVEL* The nest level is used in the bar graph that represents the timeline. Its main purpose is for showing how events are nested inside eachother. For example, say events, A, B, and C are recorded. If the timeline looks like this: Begin -------------------------------------------------------------> Time | | | | | | A B C C B A start start start end end end Then A, B, C will have a nest level of 1, 2, 3 respectively. These values are then used to calculate the barwidth so you can see that inside A, B has occurred, and inside B, C has occurred. Currently, this is shown with A's bar width being larger than B's bar width, and B's bar width being larger than C's bar width. **************************************************************** */ class kmp_stats_event { uint64_t start; uint64_t stop; int nest_level; timer_e timer_name; public: kmp_stats_event() : start(0), stop(0), nest_level(0), timer_name(TIMER_LAST) {} kmp_stats_event(uint64_t strt, uint64_t stp, int nst, timer_e nme) : start(strt), stop(stp), nest_level(nst), timer_name(nme) {} inline uint64_t getStart() const { return start; } inline uint64_t getStop() const { return stop; } inline int getNestLevel() const { return nest_level; } inline timer_e getTimerName() const { return timer_name; } }; /* **************************************************************** Class to implement a dynamically expandable array of events --------------------------------------------------------- | event 1 | event 2 | event 3 | event 4 | ... | event N | --------------------------------------------------------- An event is pushed onto the back of this array at every explicitTimer->stop() call. The event records the thread #, start time, stop time, and nest level related to the bar width. The event vector starts at size INIT_SIZE and grows (doubles in size) if needed. An implication of this behavior is that log(N) reallocations are needed (where N is number of events). If you want to avoid reallocations, then set INIT_SIZE to a large value. the interface to this class is through six operations: 1) reset() -- sets the internal_size back to 0 but does not deallocate any memory 2) size() -- returns the number of valid elements in the vector 3) push_back(start, stop, nest, timer_name) -- pushes an event onto the back of the array 4) deallocate() -- frees all memory associated with the vector 5) sort() -- sorts the vector by start time 6) operator[index] or at(index) -- returns event reference at that index **************************************************************** */ class kmp_stats_event_vector { kmp_stats_event *events; int internal_size; int allocated_size; static const int INIT_SIZE = 1024; public: kmp_stats_event_vector() { events = (kmp_stats_event *)__kmp_allocate(sizeof(kmp_stats_event) * INIT_SIZE); internal_size = 0; allocated_size = INIT_SIZE; } ~kmp_stats_event_vector() {} inline void reset() { internal_size = 0; } inline int size() const { return internal_size; } void push_back(uint64_t start_time, uint64_t stop_time, int nest_level, timer_e name) { int i; if (internal_size == allocated_size) { kmp_stats_event *tmp = (kmp_stats_event *)__kmp_allocate( sizeof(kmp_stats_event) * allocated_size * 2); for (i = 0; i < internal_size; i++) tmp[i] = events[i]; __kmp_free(events); events = tmp; allocated_size *= 2; } events[internal_size] = kmp_stats_event(start_time, stop_time, nest_level, name); internal_size++; return; } void deallocate(); void sort(); const kmp_stats_event &operator[](int index) const { return events[index]; } kmp_stats_event &operator[](int index) { return events[index]; } const kmp_stats_event &at(int index) const { return events[index]; } kmp_stats_event &at(int index) { return events[index]; } }; /* **************************************************************** Class to implement a doubly-linked, circular, statistics list |---| ---> |---| ---> |---| ---> |---| ---> ... next | | | | | | | | |---| <--- |---| <--- |---| <--- |---| <--- ... prev Sentinel first second third Node node node node The Sentinel Node is the user handle on the list. The first node corresponds to thread 0's statistics. The second node corresponds to thread 1's statistics and so on... Each node has a _timers, _counters, and _explicitTimers array to hold that thread's statistics. The _explicitTimers point to the correct _timer and update its statistics at every stop() call. The explicitTimers' pointers are set up in the constructor. Each node also has an event vector to hold that thread's timing events. The event vector expands as necessary and records the start-stop times for each timer. The nestLevel variable is for plotting events and is related to the bar width in the timeline graph. Every thread will have a thread local pointer to its node in the list. The sentinel node is used by the master thread to store "dummy" statistics before __kmp_create_worker() is called. **************************************************************** */ class kmp_stats_list { int gtid; timeStat _timers[TIMER_LAST + 1]; counter _counters[COUNTER_LAST + 1]; explicitTimer thread_life_timer; partitionedTimers _partitionedTimers; int _nestLevel; // one per thread kmp_stats_event_vector _event_vector; kmp_stats_list *next; kmp_stats_list *prev; stats_state_e state; int thread_is_idle_flag; public: kmp_stats_list() : thread_life_timer(&_timers[TIMER_OMP_worker_thread_life], TIMER_OMP_worker_thread_life), _nestLevel(0), _event_vector(), next(this), prev(this), state(IDLE), thread_is_idle_flag(0) {} ~kmp_stats_list() {} inline timeStat *getTimer(timer_e idx) { return &_timers[idx]; } inline counter *getCounter(counter_e idx) { return &_counters[idx]; } inline partitionedTimers *getPartitionedTimers() { return &_partitionedTimers; } inline timeStat *getTimers() { return _timers; } inline counter *getCounters() { return _counters; } inline kmp_stats_event_vector &getEventVector() { return _event_vector; } inline void startLife() { thread_life_timer.start(tsc_tick_count::now()); } inline void endLife() { thread_life_timer.stop(tsc_tick_count::now(), this); } inline void resetEventVector() { _event_vector.reset(); } inline void incrementNestValue() { _nestLevel++; } inline int getNestValue() { return _nestLevel; } inline void decrementNestValue() { _nestLevel--; } inline int getGtid() const { return gtid; } inline void setGtid(int newgtid) { gtid = newgtid; } inline void setState(stats_state_e newstate) { state = newstate; } inline stats_state_e getState() const { return state; } inline stats_state_e *getStatePointer() { return &state; } inline bool isIdle() { return thread_is_idle_flag == 1; } inline void setIdleFlag() { thread_is_idle_flag = 1; } inline void resetIdleFlag() { thread_is_idle_flag = 0; } kmp_stats_list *push_back(int gtid); // returns newly created list node inline void push_event(uint64_t start_time, uint64_t stop_time, int nest_level, timer_e name) { _event_vector.push_back(start_time, stop_time, nest_level, name); } void deallocate(); class iterator; kmp_stats_list::iterator begin(); kmp_stats_list::iterator end(); int size(); class iterator { kmp_stats_list *ptr; friend kmp_stats_list::iterator kmp_stats_list::begin(); friend kmp_stats_list::iterator kmp_stats_list::end(); public: iterator(); ~iterator(); iterator operator++(); iterator operator++(int dummy); iterator operator--(); iterator operator--(int dummy); bool operator!=(const iterator &rhs); bool operator==(const iterator &rhs); kmp_stats_list *operator*() const; // dereference operator }; }; /* **************************************************************** Class to encapsulate all output functions and the environment variables This module holds filenames for various outputs (normal stats, events, plot file), as well as coloring information for the plot file. The filenames and flags variables are read from environment variables. These are read once by the constructor of the global variable __kmp_stats_output which calls init(). During this init() call, event flags for the timeStat::timerInfo[] global array are cleared if KMP_STATS_EVENTS is not true (on, 1, yes). The only interface function that is public is outputStats(heading). This function should print out everything it needs to, either to files or stderr, depending on the environment variables described below ENVIRONMENT VARIABLES: KMP_STATS_FILE -- if set, all statistics (not events) will be printed to this file, otherwise, print to stderr KMP_STATS_THREADS -- if set to "on", then will print per thread statistics to either KMP_STATS_FILE or stderr KMP_STATS_PLOT_FILE -- if set, print the ploticus plot file to this filename, otherwise, the plot file is sent to "events.plt" KMP_STATS_EVENTS -- if set to "on", then log events, otherwise, don't log events KMP_STATS_EVENTS_FILE -- if set, all events are outputted to this file, otherwise, output is sent to "events.dat" **************************************************************** */ class kmp_stats_output_module { public: struct rgb_color { float r; float g; float b; }; private: std::string outputFileName; static const char *eventsFileName; static const char *plotFileName; static int printPerThreadFlag; static int printPerThreadEventsFlag; static const rgb_color globalColorArray[]; static rgb_color timerColorInfo[]; void init(); static void setupEventColors(); static void printPloticusFile(); static void printHeaderInfo(FILE *statsOut); static void printTimerStats(FILE *statsOut, statistic const *theStats, statistic const *totalStats); static void printCounterStats(FILE *statsOut, statistic const *theStats); static void printCounters(FILE *statsOut, counter const *theCounters); static void printEvents(FILE *eventsOut, kmp_stats_event_vector *theEvents, int gtid); static rgb_color getEventColor(timer_e e) { return timerColorInfo[e]; } static void windupExplicitTimers(); bool eventPrintingEnabled() const { return printPerThreadEventsFlag; } public: kmp_stats_output_module() { init(); } void outputStats(const char *heading); }; #ifdef __cplusplus extern "C" { #endif void __kmp_stats_init(); void __kmp_stats_fini(); void __kmp_reset_stats(); void __kmp_output_stats(const char *); void __kmp_accumulate_stats_at_exit(void); // thread local pointer to stats node within list extern KMP_THREAD_LOCAL kmp_stats_list *__kmp_stats_thread_ptr; // head to stats list. extern kmp_stats_list *__kmp_stats_list; // lock for __kmp_stats_list extern kmp_tas_lock_t __kmp_stats_lock; // reference start time extern tsc_tick_count __kmp_stats_start_time; // interface to output extern kmp_stats_output_module __kmp_stats_output; #ifdef __cplusplus } #endif // Simple, standard interfaces that drop out completely if stats aren't enabled /*! * \brief Adds value to specified timer (name). * * @param name timer name as specified under the KMP_FOREACH_TIMER() macro * @param value double precision sample value to add to statistics for the timer * * \details Use KMP_COUNT_VALUE(name, value) macro to add a particular value to * a timer statistics. * * @ingroup STATS_GATHERING */ #define KMP_COUNT_VALUE(name, value) \ __kmp_stats_thread_ptr->getTimer(TIMER_##name)->addSample(value) /*! * \brief Increments specified counter (name). * * @param name counter name as specified under the KMP_FOREACH_COUNTER() macro * * \details Use KMP_COUNT_BLOCK(name, value) macro to increment a statistics * counter for the executing thread. * * @ingroup STATS_GATHERING */ #define KMP_COUNT_BLOCK(name) \ __kmp_stats_thread_ptr->getCounter(COUNTER_##name)->increment() /*! * \brief Outputs the current thread statistics and reset them. * * @param heading_string heading put above the final stats output * * \details Explicitly stops all timers and outputs all stats. Environment * variable, `OMPTB_STATSFILE=filename`, can be used to output the stats to a * filename instead of stderr. Environment variable, * `OMPTB_STATSTHREADS=true|undefined`, can be used to output thread specific * stats. For now the `OMPTB_STATSTHREADS` environment variable can either be * defined with any value, which will print out thread specific stats, or it can * be undefined (not specified in the environment) and thread specific stats * won't be printed. It should be noted that all statistics are reset when this * macro is called. * * @ingroup STATS_GATHERING */ #define KMP_OUTPUT_STATS(heading_string) __kmp_output_stats(heading_string) /*! * \brief Initializes the partitioned timers to begin with name. * * @param name timer which you want this thread to begin with * * @ingroup STATS_GATHERING */ #define KMP_INIT_PARTITIONED_TIMERS(name) \ __kmp_stats_thread_ptr->getPartitionedTimers()->init(explicitTimer( \ __kmp_stats_thread_ptr->getTimer(TIMER_##name), TIMER_##name)) #define KMP_TIME_PARTITIONED_BLOCK(name) \ blockPartitionedTimer __PBLOCKTIME__( \ __kmp_stats_thread_ptr->getPartitionedTimers(), \ explicitTimer(__kmp_stats_thread_ptr->getTimer(TIMER_##name), \ TIMER_##name)) #define KMP_PUSH_PARTITIONED_TIMER(name) \ __kmp_stats_thread_ptr->getPartitionedTimers()->push(explicitTimer( \ __kmp_stats_thread_ptr->getTimer(TIMER_##name), TIMER_##name)) #define KMP_POP_PARTITIONED_TIMER() \ __kmp_stats_thread_ptr->getPartitionedTimers()->pop() #define KMP_EXCHANGE_PARTITIONED_TIMER(name) \ __kmp_stats_thread_ptr->getPartitionedTimers()->exchange(explicitTimer( \ __kmp_stats_thread_ptr->getTimer(TIMER_##name), TIMER_##name)) #define KMP_SET_THREAD_STATE(state_name) \ __kmp_stats_thread_ptr->setState(state_name) #define KMP_GET_THREAD_STATE() __kmp_stats_thread_ptr->getState() #define KMP_SET_THREAD_STATE_BLOCK(state_name) \ blockThreadState __BTHREADSTATE__(__kmp_stats_thread_ptr->getStatePointer(), \ state_name) /*! * \brief resets all stats (counters to 0, timers to 0 elapsed ticks) * * \details Reset all stats for all threads. * * @ingroup STATS_GATHERING */ #define KMP_RESET_STATS() __kmp_reset_stats() #if (KMP_DEVELOPER_STATS) #define KMP_COUNT_DEVELOPER_VALUE(n, v) KMP_COUNT_VALUE(n, v) #define KMP_COUNT_DEVELOPER_BLOCK(n) KMP_COUNT_BLOCK(n) #define KMP_TIME_DEVELOPER_PARTITIONED_BLOCK(n) KMP_TIME_PARTITIONED_BLOCK(n) #define KMP_PUSH_DEVELOPER_PARTITIONED_TIMER(n) KMP_PUSH_PARTITIONED_TIMER(n) #define KMP_POP_DEVELOPER_PARTITIONED_TIMER(n) KMP_POP_PARTITIONED_TIMER(n) #define KMP_EXCHANGE_DEVELOPER_PARTITIONED_TIMER(n) \ KMP_EXCHANGE_PARTITIONED_TIMER(n) #else // Null definitions #define KMP_COUNT_DEVELOPER_VALUE(n, v) ((void)0) #define KMP_COUNT_DEVELOPER_BLOCK(n) ((void)0) #define KMP_TIME_DEVELOPER_PARTITIONED_BLOCK(n) ((void)0) #define KMP_PUSH_DEVELOPER_PARTITIONED_TIMER(n) ((void)0) #define KMP_POP_DEVELOPER_PARTITIONED_TIMER(n) ((void)0) #define KMP_EXCHANGE_DEVELOPER_PARTITIONED_TIMER(n) ((void)0) #endif #else // KMP_STATS_ENABLED // Null definitions #define KMP_COUNT_VALUE(n, v) ((void)0) #define KMP_COUNT_BLOCK(n) ((void)0) #define KMP_OUTPUT_STATS(heading_string) ((void)0) #define KMP_RESET_STATS() ((void)0) #define KMP_COUNT_DEVELOPER_VALUE(n, v) ((void)0) #define KMP_COUNT_DEVELOPER_BLOCK(n) ((void)0) #define KMP_TIME_DEVELOPER_PARTITIONED_BLOCK(n) ((void)0) #define KMP_PUSH_DEVELOPER_PARTITIONED_TIMER(n) ((void)0) #define KMP_POP_DEVELOPER_PARTITIONED_TIMER(n) ((void)0) #define KMP_EXCHANGE_DEVELOPER_PARTITIONED_TIMER(n) ((void)0) #define KMP_INIT_PARTITIONED_TIMERS(name) ((void)0) #define KMP_TIME_PARTITIONED_BLOCK(name) ((void)0) #define KMP_PUSH_PARTITIONED_TIMER(name) ((void)0) #define KMP_POP_PARTITIONED_TIMER() ((void)0) #define KMP_SET_THREAD_STATE(state_name) ((void)0) #define KMP_GET_THREAD_STATE() ((void)0) #define KMP_SET_THREAD_STATE_BLOCK(state_name) ((void)0) #endif // KMP_STATS_ENABLED #endif // KMP_STATS_H
kernel_launch_impl_cpu.h
#pragma once #include "execution_model/execution_model.h" #include "kernel/detail/kernel_launch_impl.h" #include "kernel/kernel_launch.h" #include "kernel/work_division.h" #include "lib/assert.h" namespace kernel { template <> template <Launchable L> void KernelLaunch<ExecutionModel::CPU>::run_internal( const ThrustData<ExecutionModel::CPU> &, const WorkDivision &division, unsigned start_block, unsigned end_block, const L &launchable_in, bool /* sync */) { // TODO: better scheduling approach? allow input argument to control? #pragma omp parallel for schedule(dynamic, 1) if (!debug_build) for (unsigned block_idx = start_block; block_idx < end_block; block_idx++) { L launchable = launchable_in; auto ref = launchable.block_init(division, block_idx); for (unsigned thread_idx = 0; thread_idx < division.block_size(); thread_idx++) { detail::kernel_launch_run(division, block_idx, thread_idx, ref); } } } } // namespace kernel
GB_binop__isne_fc64.c
//------------------------------------------------------------------------------ // GB_binop: hard-coded functions for each built-in binary operator //------------------------------------------------------------------------------ // SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2021, All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 //------------------------------------------------------------------------------ // If this file is in the Generated/ folder, do not edit it (auto-generated). #include "GB.h" #ifndef GBCOMPACT #include "GB_emult.h" #include "GB_control.h" #include "GB_ek_slice.h" #include "GB_dense.h" #include "GB_atomics.h" #include "GB_bitmap_assign_methods.h" #include "GB_binop__include.h" // C=binop(A,B) is defined by the following types and operators: // A+B function (eWiseAdd): GB (_AaddB__isne_fc64) // A.*B function (eWiseMult): GB (_AemultB) // A.*B function (eWiseMult): GB (_AemultB_02__isne_fc64) // A.*B function (eWiseMult): GB (_AemultB_03__isne_fc64) // A.*B function (eWiseMult): GB (_AemultB_bitmap__isne_fc64) // A*D function (colscale): GB ((none)) // D*A function (rowscale): GB ((node)) // C+=B function (dense accum): GB (_Cdense_accumB__isne_fc64) // C+=b function (dense accum): GB (_Cdense_accumb__isne_fc64) // C+=A+B function (dense ewise3): GB ((none)) // C=A+B function (dense ewise3): GB (_Cdense_ewise3_noaccum__isne_fc64) // C=scalar+B GB (_bind1st__isne_fc64) // C=scalar+B' GB (_bind1st_tran__isne_fc64) // C=A+scalar GB (_bind2nd__isne_fc64) // C=A'+scalar GB (_bind2nd_tran__isne_fc64) // C type: GxB_FC64_t // A type: GxB_FC64_t // B,b type: GxB_FC64_t // BinaryOp: cij = GB_FC64_isne (aij, bij) #define GB_ATYPE \ GxB_FC64_t #define GB_BTYPE \ GxB_FC64_t #define GB_CTYPE \ GxB_FC64_t // true if the types of A and B are identical #define GB_ATYPE_IS_BTYPE \ 1 // true if the types of C and A are identical #define GB_CTYPE_IS_ATYPE \ 1 // true if the types of C and B are identical #define GB_CTYPE_IS_BTYPE \ 1 // aij = Ax [pA] #define GB_GETA(aij,Ax,pA) \ GxB_FC64_t aij = Ax [pA] // bij = Bx [pB] #define GB_GETB(bij,Bx,pB) \ GxB_FC64_t bij = Bx [pB] // declare scalar of the same type as C #define GB_CTYPE_SCALAR(t) \ GxB_FC64_t t // cij = Ax [pA] #define GB_COPY_A_TO_C(cij,Ax,pA) \ cij = Ax [pA] // cij = Bx [pB] #define GB_COPY_B_TO_C(cij,Bx,pB) \ cij = Bx [pB] #define GB_CX(p) Cx [p] // binary operator #define GB_BINOP(z, x, y, i, j) \ z = GB_FC64_isne (x, y) ; // true if the binop must be flipped #define GB_BINOP_FLIP \ 0 // op is second #define GB_OP_IS_SECOND \ 0 // do the numerical phases of GB_add and GB_emult #define GB_PHASE_2_OF_2 // hard-coded loops can be vectorized #define GB_PRAGMA_SIMD_VECTORIZE GB_PRAGMA_SIMD // disable this operator and use the generic case if these conditions hold #define GB_DISABLE \ (GxB_NO_ISNE || GxB_NO_FC64 || GxB_NO_ISNE_FC64) //------------------------------------------------------------------------------ // C += A+B, all 3 matrices dense //------------------------------------------------------------------------------ #if 0 // The op must be MIN, MAX, PLUS, MINUS, RMINUS, TIMES, DIV, or RDIV. void GB ((none)) ( GrB_Matrix C, const GrB_Matrix A, const GrB_Matrix B, const int nthreads ) { #include "GB_dense_ewise3_accum_template.c" } #endif //------------------------------------------------------------------------------ // C = A+B, all 3 matrices dense //------------------------------------------------------------------------------ GrB_Info GB (_Cdense_ewise3_noaccum__isne_fc64) ( GrB_Matrix C, const GrB_Matrix A, const GrB_Matrix B, const int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else #include "GB_dense_ewise3_noaccum_template.c" return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // C += B, accumulate a sparse matrix into a dense matrix //------------------------------------------------------------------------------ GrB_Info GB (_Cdense_accumB__isne_fc64) ( GrB_Matrix C, const GrB_Matrix B, const int64_t *B_ek_slicing, const int B_ntasks, const int B_nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else { #include "GB_dense_subassign_23_template.c" } return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // C += b, accumulate a scalar into a dense matrix //------------------------------------------------------------------------------ GrB_Info GB (_Cdense_accumb__isne_fc64) ( GrB_Matrix C, const GB_void *p_bwork, const int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else { // get the scalar b for C += b, of type GxB_FC64_t GxB_FC64_t bwork = (*((GxB_FC64_t *) p_bwork)) ; #include "GB_dense_subassign_22_template.c" return (GrB_SUCCESS) ; } return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // C = A*D, column scale with diagonal D matrix //------------------------------------------------------------------------------ #if 0 GrB_Info GB ((none)) ( GrB_Matrix C, const GrB_Matrix A, bool A_is_pattern, const GrB_Matrix D, bool D_is_pattern, const int64_t *A_ek_slicing, const int A_ntasks, const int A_nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else GxB_FC64_t *restrict Cx = (GxB_FC64_t *) C->x ; #include "GB_AxB_colscale_meta.c" return (GrB_SUCCESS) ; #endif } #endif //------------------------------------------------------------------------------ // C = D*B, row scale with diagonal D matrix //------------------------------------------------------------------------------ #if 0 GrB_Info GB ((node)) ( GrB_Matrix C, const GrB_Matrix D, bool D_is_pattern, const GrB_Matrix B, bool B_is_pattern, int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else GxB_FC64_t *restrict Cx = (GxB_FC64_t *) C->x ; #include "GB_AxB_rowscale_meta.c" return (GrB_SUCCESS) ; #endif } #endif //------------------------------------------------------------------------------ // eWiseAdd: C = A+B or C<M> = A+B //------------------------------------------------------------------------------ GrB_Info GB (_AaddB__isne_fc64) ( GrB_Matrix C, const int C_sparsity, const GrB_Matrix M, const bool Mask_struct, const bool Mask_comp, const GrB_Matrix A, const GrB_Matrix B, const bool Ch_is_Mh, const int64_t *restrict C_to_M, const int64_t *restrict C_to_A, const int64_t *restrict C_to_B, const GB_task_struct *restrict TaskList, const int C_ntasks, const int C_nthreads, GB_Context Context ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else GB_WERK_DECLARE (M_ek_slicing, int64_t) ; GB_WERK_DECLARE (A_ek_slicing, int64_t) ; GB_WERK_DECLARE (B_ek_slicing, int64_t) ; #include "GB_add_template.c" GB_FREE_WORK ; return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // eWiseMult: C = A.*B or C<M> = A.*B //------------------------------------------------------------------------------ GrB_Info GB (_AemultB_01__isne_fc64) ( GrB_Matrix C, const int C_sparsity, const int ewise_method, const GrB_Matrix M, const bool Mask_struct, const bool Mask_comp, const GrB_Matrix A, const GrB_Matrix B, const int64_t *restrict C_to_M, const int64_t *restrict C_to_A, const int64_t *restrict C_to_B, const GB_task_struct *restrict TaskList, const int C_ntasks, const int C_nthreads, GB_Context Context ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else #include "GB_emult_01_meta.c" return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // eWiseMult: C<#> = A.*B when A is sparse/hyper and B is bitmap/full //------------------------------------------------------------------------------ GrB_Info GB (_AemultB_02__isne_fc64) ( GrB_Matrix C, const GrB_Matrix M, const bool Mask_struct, const bool Mask_comp, const GrB_Matrix A, const GrB_Matrix B, const bool flipxy, const int64_t *restrict Cp_kfirst, const int64_t *A_ek_slicing, const int A_ntasks, const int A_nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else #if GB_BINOP_FLIP // The operator is not commutative, and does not have a flipped // variant. For example z=atan2(y,x). if (flipxy) { // use fmult(y,x) #undef GB_FLIPPED #define GB_FLIPPED 1 #include "GB_emult_02_template.c" } else { // use fmult(x,y) #undef GB_FLIPPED #define GB_FLIPPED 0 #include "GB_emult_02_template.c" } #else // No need to handle the flip: the operator is either commutative, or // has been handled by changing z=div(y,x) to z=rdiv(x,y) for example. #undef GB_FLIPPED #define GB_FLIPPED 0 #include "GB_emult_02_template.c" #endif return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // eWiseMult: C<M> = A.*B, M sparse/hyper, A and B bitmap/full //------------------------------------------------------------------------------ GrB_Info GB (_AemultB_03__isne_fc64) ( GrB_Matrix C, const GrB_Matrix M, const bool Mask_struct, const GrB_Matrix A, const GrB_Matrix B, const int64_t *restrict Cp_kfirst, const int64_t *M_ek_slicing, const int M_ntasks, const int M_nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else #include "GB_emult_03_template.c" return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // eWiseMult: C=A.*B, C<M>=A.*B, C<!M>=A.*B where C is bitmap //------------------------------------------------------------------------------ GrB_Info GB (_AemultB_bitmap__isne_fc64) ( GrB_Matrix C, const int ewise_method, const GrB_Matrix M, const bool Mask_struct, const bool Mask_comp, const GrB_Matrix A, const GrB_Matrix B, const int64_t *M_ek_slicing, const int M_ntasks, const int M_nthreads, const int C_nthreads, GB_Context Context ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else #include "GB_bitmap_emult_template.c" return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // Cx = op (x,Bx): apply a binary operator to a matrix with scalar bind1st //------------------------------------------------------------------------------ GrB_Info GB (_bind1st__isne_fc64) ( GB_void *Cx_output, // Cx and Bx may be aliased const GB_void *x_input, const GB_void *Bx_input, const int8_t *restrict Bb, int64_t anz, int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else GxB_FC64_t *Cx = (GxB_FC64_t *) Cx_output ; GxB_FC64_t x = (*((GxB_FC64_t *) x_input)) ; GxB_FC64_t *Bx = (GxB_FC64_t *) Bx_input ; int64_t p ; #pragma omp parallel for num_threads(nthreads) schedule(static) for (p = 0 ; p < anz ; p++) { if (!GBB (Bb, p)) continue ; GxB_FC64_t bij = Bx [p] ; Cx [p] = GB_FC64_isne (x, bij) ; } return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // Cx = op (Ax,y): apply a binary operator to a matrix with scalar bind2nd //------------------------------------------------------------------------------ GrB_Info GB (_bind2nd__isne_fc64) ( GB_void *Cx_output, // Cx and Ax may be aliased const GB_void *Ax_input, const GB_void *y_input, const int8_t *restrict Ab, int64_t anz, int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else int64_t p ; GxB_FC64_t *Cx = (GxB_FC64_t *) Cx_output ; GxB_FC64_t *Ax = (GxB_FC64_t *) Ax_input ; GxB_FC64_t y = (*((GxB_FC64_t *) y_input)) ; #pragma omp parallel for num_threads(nthreads) schedule(static) for (p = 0 ; p < anz ; p++) { if (!GBB (Ab, p)) continue ; GxB_FC64_t aij = Ax [p] ; Cx [p] = GB_FC64_isne (aij, y) ; } return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // C = op (x, A'): transpose and apply a binary operator //------------------------------------------------------------------------------ // cij = op (x, aij), no typecasting (in spite of the macro name) #undef GB_CAST_OP #define GB_CAST_OP(pC,pA) \ { \ GxB_FC64_t aij = Ax [pA] ; \ Cx [pC] = GB_FC64_isne (x, aij) ; \ } GrB_Info GB (_bind1st_tran__isne_fc64) ( GrB_Matrix C, const GB_void *x_input, const GrB_Matrix A, int64_t *restrict *Workspaces, const int64_t *restrict A_slice, int nworkspaces, int nthreads ) { // GB_unop_transpose.c uses GB_ATYPE, but A is // the 2nd input to binary operator z=f(x,y). #undef GB_ATYPE #define GB_ATYPE \ GxB_FC64_t #if GB_DISABLE return (GrB_NO_VALUE) ; #else GxB_FC64_t x = (*((const GxB_FC64_t *) x_input)) ; #include "GB_unop_transpose.c" return (GrB_SUCCESS) ; #endif #undef GB_ATYPE #define GB_ATYPE \ GxB_FC64_t } //------------------------------------------------------------------------------ // C = op (A', y): transpose and apply a binary operator //------------------------------------------------------------------------------ // cij = op (aij, y), no typecasting (in spite of the macro name) #undef GB_CAST_OP #define GB_CAST_OP(pC,pA) \ { \ GxB_FC64_t aij = Ax [pA] ; \ Cx [pC] = GB_FC64_isne (aij, y) ; \ } GrB_Info GB (_bind2nd_tran__isne_fc64) ( GrB_Matrix C, const GrB_Matrix A, const GB_void *y_input, int64_t *restrict *Workspaces, const int64_t *restrict A_slice, int nworkspaces, int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else GxB_FC64_t y = (*((const GxB_FC64_t *) y_input)) ; #include "GB_unop_transpose.c" return (GrB_SUCCESS) ; #endif } #endif
firstprivate-clause.c
#include <stdio.h> #ifdef _OPENMP #include <omp.h> #else #define omp_get_thread_num()0 #endif main(){ int i,n=7; int a[n], suma=0; for(i=0;i<n;i++) a[i]=i; #pragma omp parallel for firstprivate(suma) for(i=0; i<n; i++){ suma=suma+a[i]; printf ("thread %d suma a[%d] suma=%d\n ",omp_get_thread_num(),i,suma); } printf("\nFuera de la construccion parallel suma=%d\n",suma); }
zero_length_array_section.c
// RUN: %libomptarget-compile-generic -fopenmp-version=51 // RUN: %libomptarget-run-fail-generic 2>&1 \ // RUN: | %fcheck-generic #include <stdio.h> int main() { int arr[5]; // CHECK: addr=0x[[#%x,HOST_ADDR:]] fprintf(stderr, "addr=%p\n", arr); // CHECK-NOT: Libomptarget #pragma omp target data map(alloc: arr[0:5]) #pragma omp target map(present, alloc: arr[0:0]) ; // CHECK: arr is present fprintf(stderr, "arr is present\n"); // arr[0:0] doesn't create an actual mapping in the first directive. // // CHECK: Libomptarget message: device mapping required by 'present' map type modifier does not exist for host address 0x{{0*}}[[#HOST_ADDR]] (0 bytes) // CHECK: Libomptarget error: Call to getOrAllocTgtPtr returned null pointer ('present' map type modifier). // CHECK: Libomptarget error: Call to targetDataBegin failed, abort target. // CHECK: Libomptarget error: Failed to process data before launching the kernel. // CHECK: Libomptarget fatal error 1: failure of target construct while offloading is mandatory #pragma omp target data map(alloc: arr[0:0]) #pragma omp target map(present, alloc: arr[0:0]) ; // CHECK-NOT: arr is present fprintf(stderr, "arr is present\n"); return 0; }
omp_get_num_devices.c
// RUN: %libomptarget-compile-run-and-check-generic #include <stdio.h> #include <omp.h> int test_omp_get_num_devices() { /* checks that omp_get_num_devices() > 0 */ int num_devices = omp_get_num_devices(); printf("num_devices = %d\n", num_devices); #pragma omp target {} return (num_devices > 0); } int main() { int i; int failed=0; if (!test_omp_get_num_devices()) { failed++; } if (failed) printf("FAIL\n"); else printf("PASS\n"); return failed; } // CHECK: PASS
9717.c
/* POLYBENCH/GPU-OPENMP * * This file is a part of the Polybench/GPU-OpenMP suite * * Contact: * William Killian <killian@udel.edu> * * Copyright 2013, The University of Delaware */ #include <stdio.h> #include <unistd.h> #include <string.h> #include <math.h> /* Include polybench common header. */ #include <polybench.h> /* Include benchmark-specific header. */ /* Default data type is double, default size is 4096x4096. */ #include "convolution-2d.h" /* Array initialization. */ static void init_array (int ni, int nj, DATA_TYPE POLYBENCH_2D(A,NI,NJ,ni,nj)) { // printf("Initializing Array\n"); int i, j; for (i = 0; i < ni; i++) for (j = 0; j < nj; j++) { A[i][j] = ((DATA_TYPE) (i + j) / nj); } } /* DCE code. Must scan the entire live-out data. Can be used also to check the correctness of the output. */ static void print_array(int ni, int nj, DATA_TYPE POLYBENCH_2D(B,NI,NJ,ni,nj)) { int i, j; for (i = 0; i < ni; i++) for (j = 0; j < nj; j++) { fprintf(stderr, DATA_PRINTF_MODIFIER, B[i][j]); if ((i * NJ + j) % 20 == 0) fprintf(stderr, "\n"); } fprintf(stderr, "\n"); } /* Main computational kernel. The whole function will be timed, including the call and return. */ static void kernel_conv2d(int ni, int nj, DATA_TYPE POLYBENCH_2D(A,NI,NJ,ni,nj), DATA_TYPE POLYBENCH_2D(B,NI,NJ,ni,nj)) { int i, j; #pragma scop #pragma omp parallel for simd num_threads(28) private(j) for (i = 1; i < _PB_NI - 1; ++i) { #pragma omp parallel for simd num_threads(28) for (j = 1; j < _PB_NJ - 1; ++j) { B[i][j] = 0.2 * A[i-1][j-1] + 0.5 * A[i-1][j] + -0.8 * A[i-1][j+1] + -0.3 * A[ i ][j-1] + 0.6 * A[ i ][j] + -0.9 * A[ i ][j+1] + 0.4 * A[i+1][j-1] + 0.7 * A[i+1][j] + 0.1 * A[i+1][j+1]; } } #pragma endscop // printf("Kernal computation complete !!\n"); } int main(int argc, char** argv) { /* Retrieve problem size. */ int ni = NI; int nj = NJ; /* Variable declaration/allocation. */ POLYBENCH_2D_ARRAY_DECL(A, DATA_TYPE, NI, NJ, ni, nj); POLYBENCH_2D_ARRAY_DECL(B, DATA_TYPE, NI, NJ, ni, nj); /* Initialize array(s). */ init_array (ni, nj, POLYBENCH_ARRAY(A)); /* Start timer. */ //polybench_start_instruments; polybench_timer_start(); /* Run kernel. */ kernel_conv2d (ni, nj, POLYBENCH_ARRAY(A), POLYBENCH_ARRAY(B)); /* Stop and print timer. */ polybench_timer_stop(); polybench_timer_print(); //polybench_stop_instruments; //polybench_print_instruments; /* Prevent dead-code elimination. All live-out data must be printed by the function call in argument. */ polybench_prevent_dce(print_array(ni, nj, POLYBENCH_ARRAY(B))); /* Be clean. */ POLYBENCH_FREE_ARRAY(A); POLYBENCH_FREE_ARRAY(B); return 0; }
facedist.c
/* Generated by Cython 0.24 */ #define PY_SSIZE_T_CLEAN #include "Python.h" #ifndef Py_PYTHON_H #error Python headers needed to compile C extensions, please install development version of Python. #elif PY_VERSION_HEX < 0x02060000 || (0x03000000 <= PY_VERSION_HEX && PY_VERSION_HEX < 0x03020000) #error Cython requires Python 2.6+ or Python 3.2+. #else #define CYTHON_ABI "0_24" #include <stddef.h> #ifndef offsetof #define offsetof(type, member) ( (size_t) & ((type*)0) -> member ) #endif #if !defined(WIN32) && !defined(MS_WINDOWS) #ifndef __stdcall #define __stdcall #endif #ifndef __cdecl #define __cdecl #endif #ifndef __fastcall #define __fastcall #endif #endif #ifndef DL_IMPORT #define DL_IMPORT(t) t #endif #ifndef DL_EXPORT #define DL_EXPORT(t) t #endif #ifndef PY_LONG_LONG #define PY_LONG_LONG LONG_LONG #endif #ifndef Py_HUGE_VAL #define Py_HUGE_VAL HUGE_VAL #endif #ifdef PYPY_VERSION #define CYTHON_COMPILING_IN_PYPY 1 #define CYTHON_COMPILING_IN_CPYTHON 0 #else #define CYTHON_COMPILING_IN_PYPY 0 #define CYTHON_COMPILING_IN_CPYTHON 1 #endif #if !defined(CYTHON_USE_PYLONG_INTERNALS) && CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x02070000 #define CYTHON_USE_PYLONG_INTERNALS 1 #endif #if CYTHON_USE_PYLONG_INTERNALS #include "longintrepr.h" #undef SHIFT #undef BASE #undef MASK #endif #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x02070600 && !defined(Py_OptimizeFlag) #define Py_OptimizeFlag 0 #endif #define __PYX_BUILD_PY_SSIZE_T "n" #define CYTHON_FORMAT_SSIZE_T "z" #if PY_MAJOR_VERSION < 3 #define __Pyx_BUILTIN_MODULE_NAME "__builtin__" #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\ PyCode_New(a+k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) #define __Pyx_DefaultClassType PyClass_Type #else #define __Pyx_BUILTIN_MODULE_NAME "builtins" #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\ PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) #define __Pyx_DefaultClassType PyType_Type #endif #ifndef Py_TPFLAGS_CHECKTYPES #define Py_TPFLAGS_CHECKTYPES 0 #endif #ifndef Py_TPFLAGS_HAVE_INDEX #define Py_TPFLAGS_HAVE_INDEX 0 #endif #ifndef Py_TPFLAGS_HAVE_NEWBUFFER #define Py_TPFLAGS_HAVE_NEWBUFFER 0 #endif #ifndef Py_TPFLAGS_HAVE_FINALIZE #define Py_TPFLAGS_HAVE_FINALIZE 0 #endif #if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND) #define CYTHON_PEP393_ENABLED 1 #define __Pyx_PyUnicode_READY(op) (likely(PyUnicode_IS_READY(op)) ?\ 0 : _PyUnicode_Ready((PyObject *)(op))) #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_LENGTH(u) #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i) #define __Pyx_PyUnicode_KIND(u) PyUnicode_KIND(u) #define __Pyx_PyUnicode_DATA(u) PyUnicode_DATA(u) #define __Pyx_PyUnicode_READ(k, d, i) PyUnicode_READ(k, d, i) #define __Pyx_PyUnicode_IS_TRUE(u) (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : PyUnicode_GET_SIZE(u))) #else #define CYTHON_PEP393_ENABLED 0 #define __Pyx_PyUnicode_READY(op) (0) #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_SIZE(u) #define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i])) #define __Pyx_PyUnicode_KIND(u) (sizeof(Py_UNICODE)) #define __Pyx_PyUnicode_DATA(u) ((void*)PyUnicode_AS_UNICODE(u)) #define __Pyx_PyUnicode_READ(k, d, i) ((void)(k), (Py_UCS4)(((Py_UNICODE*)d)[i])) #define __Pyx_PyUnicode_IS_TRUE(u) (0 != PyUnicode_GET_SIZE(u)) #endif #if CYTHON_COMPILING_IN_PYPY #define __Pyx_PyUnicode_Concat(a, b) PyNumber_Add(a, b) #define __Pyx_PyUnicode_ConcatSafe(a, b) PyNumber_Add(a, b) #else #define __Pyx_PyUnicode_Concat(a, b) PyUnicode_Concat(a, b) #define __Pyx_PyUnicode_ConcatSafe(a, b) ((unlikely((a) == Py_None) || unlikely((b) == Py_None)) ?\ PyNumber_Add(a, b) : __Pyx_PyUnicode_Concat(a, b)) #endif #if CYTHON_COMPILING_IN_PYPY && !defined(PyUnicode_Contains) #define PyUnicode_Contains(u, s) PySequence_Contains(u, s) #endif #if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Format) #define PyObject_Format(obj, fmt) PyObject_CallMethod(obj, "__format__", "O", fmt) #endif #if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Malloc) #define PyObject_Malloc(s) PyMem_Malloc(s) #define PyObject_Free(p) PyMem_Free(p) #define PyObject_Realloc(p) PyMem_Realloc(p) #endif #define __Pyx_PyString_FormatSafe(a, b) ((unlikely((a) == Py_None)) ? PyNumber_Remainder(a, b) : __Pyx_PyString_Format(a, b)) #define __Pyx_PyUnicode_FormatSafe(a, b) ((unlikely((a) == Py_None)) ? PyNumber_Remainder(a, b) : PyUnicode_Format(a, b)) #if PY_MAJOR_VERSION >= 3 #define __Pyx_PyString_Format(a, b) PyUnicode_Format(a, b) #else #define __Pyx_PyString_Format(a, b) PyString_Format(a, b) #endif #if PY_MAJOR_VERSION < 3 && !defined(PyObject_ASCII) #define PyObject_ASCII(o) PyObject_Repr(o) #endif #if PY_MAJOR_VERSION >= 3 #define PyBaseString_Type PyUnicode_Type #define PyStringObject PyUnicodeObject #define PyString_Type PyUnicode_Type #define PyString_Check PyUnicode_Check #define PyString_CheckExact PyUnicode_CheckExact #endif #if PY_MAJOR_VERSION >= 3 #define __Pyx_PyBaseString_Check(obj) PyUnicode_Check(obj) #define __Pyx_PyBaseString_CheckExact(obj) PyUnicode_CheckExact(obj) #else #define __Pyx_PyBaseString_Check(obj) (PyString_Check(obj) || PyUnicode_Check(obj)) #define __Pyx_PyBaseString_CheckExact(obj) (PyString_CheckExact(obj) || PyUnicode_CheckExact(obj)) #endif #ifndef PySet_CheckExact #define PySet_CheckExact(obj) (Py_TYPE(obj) == &PySet_Type) #endif #define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type) #if PY_MAJOR_VERSION >= 3 #define PyIntObject PyLongObject #define PyInt_Type PyLong_Type #define PyInt_Check(op) PyLong_Check(op) #define PyInt_CheckExact(op) PyLong_CheckExact(op) #define PyInt_FromString PyLong_FromString #define PyInt_FromUnicode PyLong_FromUnicode #define PyInt_FromLong PyLong_FromLong #define PyInt_FromSize_t PyLong_FromSize_t #define PyInt_FromSsize_t PyLong_FromSsize_t #define PyInt_AsLong PyLong_AsLong #define PyInt_AS_LONG PyLong_AS_LONG #define PyInt_AsSsize_t PyLong_AsSsize_t #define PyInt_AsUnsignedLongMask PyLong_AsUnsignedLongMask #define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask #define PyNumber_Int PyNumber_Long #endif #if PY_MAJOR_VERSION >= 3 #define PyBoolObject PyLongObject #endif #if PY_MAJOR_VERSION >= 3 && CYTHON_COMPILING_IN_PYPY #ifndef PyUnicode_InternFromString #define PyUnicode_InternFromString(s) PyUnicode_FromString(s) #endif #endif #if PY_VERSION_HEX < 0x030200A4 typedef long Py_hash_t; #define __Pyx_PyInt_FromHash_t PyInt_FromLong #define __Pyx_PyInt_AsHash_t PyInt_AsLong #else #define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t #define __Pyx_PyInt_AsHash_t PyInt_AsSsize_t #endif #if PY_MAJOR_VERSION >= 3 #define __Pyx_PyMethod_New(func, self, klass) ((self) ? PyMethod_New(func, self) : PyInstanceMethod_New(func)) #else #define __Pyx_PyMethod_New(func, self, klass) PyMethod_New(func, self, klass) #endif #if PY_VERSION_HEX >= 0x030500B1 #define __Pyx_PyAsyncMethodsStruct PyAsyncMethods #define __Pyx_PyType_AsAsync(obj) (Py_TYPE(obj)->tp_as_async) #elif CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 typedef struct { unaryfunc am_await; unaryfunc am_aiter; unaryfunc am_anext; } __Pyx_PyAsyncMethodsStruct; #define __Pyx_PyType_AsAsync(obj) ((__Pyx_PyAsyncMethodsStruct*) (Py_TYPE(obj)->tp_reserved)) #else #define __Pyx_PyType_AsAsync(obj) NULL #endif #ifndef CYTHON_RESTRICT #if defined(__GNUC__) #define CYTHON_RESTRICT __restrict__ #elif defined(_MSC_VER) && _MSC_VER >= 1400 #define CYTHON_RESTRICT __restrict #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L #define CYTHON_RESTRICT restrict #else #define CYTHON_RESTRICT #endif #endif #define __Pyx_void_to_None(void_result) ((void)(void_result), Py_INCREF(Py_None), Py_None) #ifndef CYTHON_INLINE #if defined(__GNUC__) #define CYTHON_INLINE __inline__ #elif defined(_MSC_VER) #define CYTHON_INLINE __inline #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L #define CYTHON_INLINE inline #else #define CYTHON_INLINE #endif #endif #if defined(WIN32) || defined(MS_WINDOWS) #define _USE_MATH_DEFINES #endif #include <math.h> #ifdef NAN #define __PYX_NAN() ((float) NAN) #else static CYTHON_INLINE float __PYX_NAN() { float value; memset(&value, 0xFF, sizeof(value)); return value; } #endif #define __PYX_ERR(f_index, lineno, Ln_error) \ { \ __pyx_filename = __pyx_f[f_index]; __pyx_lineno = lineno; __pyx_clineno = __LINE__; goto Ln_error; \ } #if PY_MAJOR_VERSION >= 3 #define __Pyx_PyNumber_Divide(x,y) PyNumber_TrueDivide(x,y) #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceTrueDivide(x,y) #else #define __Pyx_PyNumber_Divide(x,y) PyNumber_Divide(x,y) #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceDivide(x,y) #endif #ifndef __PYX_EXTERN_C #ifdef __cplusplus #define __PYX_EXTERN_C extern "C" #else #define __PYX_EXTERN_C extern #endif #endif #define __PYX_HAVE__facedist #define __PYX_HAVE_API__facedist #include "string.h" #include "stdio.h" #include "stdlib.h" #include "numpy/arrayobject.h" #include "numpy/ufuncobject.h" #include "math.h" #ifdef _OPENMP #include <omp.h> #endif /* _OPENMP */ #ifdef PYREX_WITHOUT_ASSERTIONS #define CYTHON_WITHOUT_ASSERTIONS #endif #ifndef CYTHON_UNUSED # if defined(__GNUC__) # if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4)) # define CYTHON_UNUSED __attribute__ ((__unused__)) # else # define CYTHON_UNUSED # endif # elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER)) # define CYTHON_UNUSED __attribute__ ((__unused__)) # else # define CYTHON_UNUSED # endif #endif #ifndef CYTHON_NCP_UNUSED # if CYTHON_COMPILING_IN_CPYTHON # define CYTHON_NCP_UNUSED # else # define CYTHON_NCP_UNUSED CYTHON_UNUSED # endif #endif typedef struct {PyObject **p; const char *s; const Py_ssize_t n; const char* encoding; const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry; #define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0 #define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT 0 #define __PYX_DEFAULT_STRING_ENCODING "" #define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString #define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize #define __Pyx_uchar_cast(c) ((unsigned char)c) #define __Pyx_long_cast(x) ((long)x) #define __Pyx_fits_Py_ssize_t(v, type, is_signed) (\ (sizeof(type) < sizeof(Py_ssize_t)) ||\ (sizeof(type) > sizeof(Py_ssize_t) &&\ likely(v < (type)PY_SSIZE_T_MAX ||\ v == (type)PY_SSIZE_T_MAX) &&\ (!is_signed || likely(v > (type)PY_SSIZE_T_MIN ||\ v == (type)PY_SSIZE_T_MIN))) ||\ (sizeof(type) == sizeof(Py_ssize_t) &&\ (is_signed || likely(v < (type)PY_SSIZE_T_MAX ||\ v == (type)PY_SSIZE_T_MAX))) ) #if defined (__cplusplus) && __cplusplus >= 201103L #include <cstdlib> #define __Pyx_sst_abs(value) std::abs(value) #elif SIZEOF_INT >= SIZEOF_SIZE_T #define __Pyx_sst_abs(value) abs(value) #elif SIZEOF_LONG >= SIZEOF_SIZE_T #define __Pyx_sst_abs(value) labs(value) #elif defined (_MSC_VER) && defined (_M_X64) #define __Pyx_sst_abs(value) _abs64(value) #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L #define __Pyx_sst_abs(value) llabs(value) #elif defined (__GNUC__) #define __Pyx_sst_abs(value) __builtin_llabs(value) #else #define __Pyx_sst_abs(value) ((value<0) ? -value : value) #endif static CYTHON_INLINE char* __Pyx_PyObject_AsString(PyObject*); static CYTHON_INLINE char* __Pyx_PyObject_AsStringAndSize(PyObject*, Py_ssize_t* length); #define __Pyx_PyByteArray_FromString(s) PyByteArray_FromStringAndSize((const char*)s, strlen((const char*)s)) #define __Pyx_PyByteArray_FromStringAndSize(s, l) PyByteArray_FromStringAndSize((const char*)s, l) #define __Pyx_PyBytes_FromString PyBytes_FromString #define __Pyx_PyBytes_FromStringAndSize PyBytes_FromStringAndSize static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char*); #if PY_MAJOR_VERSION < 3 #define __Pyx_PyStr_FromString __Pyx_PyBytes_FromString #define __Pyx_PyStr_FromStringAndSize __Pyx_PyBytes_FromStringAndSize #else #define __Pyx_PyStr_FromString __Pyx_PyUnicode_FromString #define __Pyx_PyStr_FromStringAndSize __Pyx_PyUnicode_FromStringAndSize #endif #define __Pyx_PyObject_AsSString(s) ((signed char*) __Pyx_PyObject_AsString(s)) #define __Pyx_PyObject_AsUString(s) ((unsigned char*) __Pyx_PyObject_AsString(s)) #define __Pyx_PyObject_FromCString(s) __Pyx_PyObject_FromString((const char*)s) #define __Pyx_PyBytes_FromCString(s) __Pyx_PyBytes_FromString((const char*)s) #define __Pyx_PyByteArray_FromCString(s) __Pyx_PyByteArray_FromString((const char*)s) #define __Pyx_PyStr_FromCString(s) __Pyx_PyStr_FromString((const char*)s) #define __Pyx_PyUnicode_FromCString(s) __Pyx_PyUnicode_FromString((const char*)s) #if PY_MAJOR_VERSION < 3 static CYTHON_INLINE size_t __Pyx_Py_UNICODE_strlen(const Py_UNICODE *u) { const Py_UNICODE *u_end = u; while (*u_end++) ; return (size_t)(u_end - u - 1); } #else #define __Pyx_Py_UNICODE_strlen Py_UNICODE_strlen #endif #define __Pyx_PyUnicode_FromUnicode(u) PyUnicode_FromUnicode(u, __Pyx_Py_UNICODE_strlen(u)) #define __Pyx_PyUnicode_FromUnicodeAndLength PyUnicode_FromUnicode #define __Pyx_PyUnicode_AsUnicode PyUnicode_AsUnicode #define __Pyx_NewRef(obj) (Py_INCREF(obj), obj) #define __Pyx_Owned_Py_None(b) __Pyx_NewRef(Py_None) #define __Pyx_PyBool_FromLong(b) ((b) ? __Pyx_NewRef(Py_True) : __Pyx_NewRef(Py_False)) static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*); static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x); static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*); static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t); #if CYTHON_COMPILING_IN_CPYTHON #define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x)) #else #define __pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x) #endif #define __pyx_PyFloat_AsFloat(x) ((float) __pyx_PyFloat_AsDouble(x)) #if PY_MAJOR_VERSION >= 3 #define __Pyx_PyNumber_Int(x) (PyLong_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Long(x)) #else #define __Pyx_PyNumber_Int(x) (PyInt_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Int(x)) #endif #define __Pyx_PyNumber_Float(x) (PyFloat_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Float(x)) #if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII static int __Pyx_sys_getdefaultencoding_not_ascii; static int __Pyx_init_sys_getdefaultencoding_params(void) { PyObject* sys; PyObject* default_encoding = NULL; PyObject* ascii_chars_u = NULL; PyObject* ascii_chars_b = NULL; const char* default_encoding_c; sys = PyImport_ImportModule("sys"); if (!sys) goto bad; default_encoding = PyObject_CallMethod(sys, (char*) "getdefaultencoding", NULL); Py_DECREF(sys); if (!default_encoding) goto bad; default_encoding_c = PyBytes_AsString(default_encoding); if (!default_encoding_c) goto bad; if (strcmp(default_encoding_c, "ascii") == 0) { __Pyx_sys_getdefaultencoding_not_ascii = 0; } else { char ascii_chars[128]; int c; for (c = 0; c < 128; c++) { ascii_chars[c] = c; } __Pyx_sys_getdefaultencoding_not_ascii = 1; ascii_chars_u = PyUnicode_DecodeASCII(ascii_chars, 128, NULL); if (!ascii_chars_u) goto bad; ascii_chars_b = PyUnicode_AsEncodedString(ascii_chars_u, default_encoding_c, NULL); if (!ascii_chars_b || !PyBytes_Check(ascii_chars_b) || memcmp(ascii_chars, PyBytes_AS_STRING(ascii_chars_b), 128) != 0) { PyErr_Format( PyExc_ValueError, "This module compiled with c_string_encoding=ascii, but default encoding '%.200s' is not a superset of ascii.", default_encoding_c); goto bad; } Py_DECREF(ascii_chars_u); Py_DECREF(ascii_chars_b); } Py_DECREF(default_encoding); return 0; bad: Py_XDECREF(default_encoding); Py_XDECREF(ascii_chars_u); Py_XDECREF(ascii_chars_b); return -1; } #endif #if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT && PY_MAJOR_VERSION >= 3 #define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_DecodeUTF8(c_str, size, NULL) #else #define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_Decode(c_str, size, __PYX_DEFAULT_STRING_ENCODING, NULL) #if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT static char* __PYX_DEFAULT_STRING_ENCODING; static int __Pyx_init_sys_getdefaultencoding_params(void) { PyObject* sys; PyObject* default_encoding = NULL; char* default_encoding_c; sys = PyImport_ImportModule("sys"); if (!sys) goto bad; default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL); Py_DECREF(sys); if (!default_encoding) goto bad; default_encoding_c = PyBytes_AsString(default_encoding); if (!default_encoding_c) goto bad; __PYX_DEFAULT_STRING_ENCODING = (char*) malloc(strlen(default_encoding_c)); if (!__PYX_DEFAULT_STRING_ENCODING) goto bad; strcpy(__PYX_DEFAULT_STRING_ENCODING, default_encoding_c); Py_DECREF(default_encoding); return 0; bad: Py_XDECREF(default_encoding); return -1; } #endif #endif /* Test for GCC > 2.95 */ #if defined(__GNUC__) && (__GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95))) #define likely(x) __builtin_expect(!!(x), 1) #define unlikely(x) __builtin_expect(!!(x), 0) #else /* !__GNUC__ or GCC < 2.95 */ #define likely(x) (x) #define unlikely(x) (x) #endif /* __GNUC__ */ static PyObject *__pyx_m; static PyObject *__pyx_d; static PyObject *__pyx_b; static PyObject *__pyx_empty_tuple; static PyObject *__pyx_empty_bytes; static PyObject *__pyx_empty_unicode; static int __pyx_lineno; static int __pyx_clineno = 0; static const char * __pyx_cfilenm= __FILE__; static const char *__pyx_filename; /* None.proto */ #if !defined(CYTHON_CCOMPLEX) #if defined(__cplusplus) #define CYTHON_CCOMPLEX 1 #elif defined(_Complex_I) #define CYTHON_CCOMPLEX 1 #else #define CYTHON_CCOMPLEX 0 #endif #endif #if CYTHON_CCOMPLEX #ifdef __cplusplus #include <complex> #else #include <complex.h> #endif #endif #if CYTHON_CCOMPLEX && !defined(__cplusplus) && defined(__sun__) && defined(__GNUC__) #undef _Complex_I #define _Complex_I 1.0fj #endif static const char *__pyx_f[] = { "facedist.pyx", "__init__.pxd", "type.pxd", }; /* "../../../../../intel/intelpython27/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":725 * # in Cython to enable them only on the right systems. * * ctypedef npy_int8 int8_t # <<<<<<<<<<<<<< * ctypedef npy_int16 int16_t * ctypedef npy_int32 int32_t */ typedef npy_int8 __pyx_t_5numpy_int8_t; /* "../../../../../intel/intelpython27/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":726 * * ctypedef npy_int8 int8_t * ctypedef npy_int16 int16_t # <<<<<<<<<<<<<< * ctypedef npy_int32 int32_t * ctypedef npy_int64 int64_t */ typedef npy_int16 __pyx_t_5numpy_int16_t; /* "../../../../../intel/intelpython27/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":727 * ctypedef npy_int8 int8_t * ctypedef npy_int16 int16_t * ctypedef npy_int32 int32_t # <<<<<<<<<<<<<< * ctypedef npy_int64 int64_t * #ctypedef npy_int96 int96_t */ typedef npy_int32 __pyx_t_5numpy_int32_t; /* "../../../../../intel/intelpython27/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":728 * ctypedef npy_int16 int16_t * ctypedef npy_int32 int32_t * ctypedef npy_int64 int64_t # <<<<<<<<<<<<<< * #ctypedef npy_int96 int96_t * #ctypedef npy_int128 int128_t */ typedef npy_int64 __pyx_t_5numpy_int64_t; /* "../../../../../intel/intelpython27/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":732 * #ctypedef npy_int128 int128_t * * ctypedef npy_uint8 uint8_t # <<<<<<<<<<<<<< * ctypedef npy_uint16 uint16_t * ctypedef npy_uint32 uint32_t */ typedef npy_uint8 __pyx_t_5numpy_uint8_t; /* "../../../../../intel/intelpython27/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":733 * * ctypedef npy_uint8 uint8_t * ctypedef npy_uint16 uint16_t # <<<<<<<<<<<<<< * ctypedef npy_uint32 uint32_t * ctypedef npy_uint64 uint64_t */ typedef npy_uint16 __pyx_t_5numpy_uint16_t; /* "../../../../../intel/intelpython27/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":734 * ctypedef npy_uint8 uint8_t * ctypedef npy_uint16 uint16_t * ctypedef npy_uint32 uint32_t # <<<<<<<<<<<<<< * ctypedef npy_uint64 uint64_t * #ctypedef npy_uint96 uint96_t */ typedef npy_uint32 __pyx_t_5numpy_uint32_t; /* "../../../../../intel/intelpython27/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":735 * ctypedef npy_uint16 uint16_t * ctypedef npy_uint32 uint32_t * ctypedef npy_uint64 uint64_t # <<<<<<<<<<<<<< * #ctypedef npy_uint96 uint96_t * #ctypedef npy_uint128 uint128_t */ typedef npy_uint64 __pyx_t_5numpy_uint64_t; /* "../../../../../intel/intelpython27/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":739 * #ctypedef npy_uint128 uint128_t * * ctypedef npy_float32 float32_t # <<<<<<<<<<<<<< * ctypedef npy_float64 float64_t * #ctypedef npy_float80 float80_t */ typedef npy_float32 __pyx_t_5numpy_float32_t; /* "../../../../../intel/intelpython27/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":740 * * ctypedef npy_float32 float32_t * ctypedef npy_float64 float64_t # <<<<<<<<<<<<<< * #ctypedef npy_float80 float80_t * #ctypedef npy_float128 float128_t */ typedef npy_float64 __pyx_t_5numpy_float64_t; /* "../../../../../intel/intelpython27/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":749 * # The int types are mapped a bit surprising -- * # numpy.int corresponds to 'l' and numpy.long to 'q' * ctypedef npy_long int_t # <<<<<<<<<<<<<< * ctypedef npy_longlong long_t * ctypedef npy_longlong longlong_t */ typedef npy_long __pyx_t_5numpy_int_t; /* "../../../../../intel/intelpython27/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":750 * # numpy.int corresponds to 'l' and numpy.long to 'q' * ctypedef npy_long int_t * ctypedef npy_longlong long_t # <<<<<<<<<<<<<< * ctypedef npy_longlong longlong_t * */ typedef npy_longlong __pyx_t_5numpy_long_t; /* "../../../../../intel/intelpython27/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":751 * ctypedef npy_long int_t * ctypedef npy_longlong long_t * ctypedef npy_longlong longlong_t # <<<<<<<<<<<<<< * * ctypedef npy_ulong uint_t */ typedef npy_longlong __pyx_t_5numpy_longlong_t; /* "../../../../../intel/intelpython27/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":753 * ctypedef npy_longlong longlong_t * * ctypedef npy_ulong uint_t # <<<<<<<<<<<<<< * ctypedef npy_ulonglong ulong_t * ctypedef npy_ulonglong ulonglong_t */ typedef npy_ulong __pyx_t_5numpy_uint_t; /* "../../../../../intel/intelpython27/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":754 * * ctypedef npy_ulong uint_t * ctypedef npy_ulonglong ulong_t # <<<<<<<<<<<<<< * ctypedef npy_ulonglong ulonglong_t * */ typedef npy_ulonglong __pyx_t_5numpy_ulong_t; /* "../../../../../intel/intelpython27/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":755 * ctypedef npy_ulong uint_t * ctypedef npy_ulonglong ulong_t * ctypedef npy_ulonglong ulonglong_t # <<<<<<<<<<<<<< * * ctypedef npy_intp intp_t */ typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t; /* "../../../../../intel/intelpython27/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":757 * ctypedef npy_ulonglong ulonglong_t * * ctypedef npy_intp intp_t # <<<<<<<<<<<<<< * ctypedef npy_uintp uintp_t * */ typedef npy_intp __pyx_t_5numpy_intp_t; /* "../../../../../intel/intelpython27/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":758 * * ctypedef npy_intp intp_t * ctypedef npy_uintp uintp_t # <<<<<<<<<<<<<< * * ctypedef npy_double float_t */ typedef npy_uintp __pyx_t_5numpy_uintp_t; /* "../../../../../intel/intelpython27/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":760 * ctypedef npy_uintp uintp_t * * ctypedef npy_double float_t # <<<<<<<<<<<<<< * ctypedef npy_double double_t * ctypedef npy_longdouble longdouble_t */ typedef npy_double __pyx_t_5numpy_float_t; /* "../../../../../intel/intelpython27/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":761 * * ctypedef npy_double float_t * ctypedef npy_double double_t # <<<<<<<<<<<<<< * ctypedef npy_longdouble longdouble_t * */ typedef npy_double __pyx_t_5numpy_double_t; /* "../../../../../intel/intelpython27/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":762 * ctypedef npy_double float_t * ctypedef npy_double double_t * ctypedef npy_longdouble longdouble_t # <<<<<<<<<<<<<< * * ctypedef npy_cfloat cfloat_t */ typedef npy_longdouble __pyx_t_5numpy_longdouble_t; /* None.proto */ #if CYTHON_CCOMPLEX #ifdef __cplusplus typedef ::std::complex< float > __pyx_t_float_complex; #else typedef float _Complex __pyx_t_float_complex; #endif #else typedef struct { float real, imag; } __pyx_t_float_complex; #endif /* None.proto */ #if CYTHON_CCOMPLEX #ifdef __cplusplus typedef ::std::complex< double > __pyx_t_double_complex; #else typedef double _Complex __pyx_t_double_complex; #endif #else typedef struct { double real, imag; } __pyx_t_double_complex; #endif /*--- Type declarations ---*/ /* "../../../../../intel/intelpython27/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":764 * ctypedef npy_longdouble longdouble_t * * ctypedef npy_cfloat cfloat_t # <<<<<<<<<<<<<< * ctypedef npy_cdouble cdouble_t * ctypedef npy_clongdouble clongdouble_t */ typedef npy_cfloat __pyx_t_5numpy_cfloat_t; /* "../../../../../intel/intelpython27/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":765 * * ctypedef npy_cfloat cfloat_t * ctypedef npy_cdouble cdouble_t # <<<<<<<<<<<<<< * ctypedef npy_clongdouble clongdouble_t * */ typedef npy_cdouble __pyx_t_5numpy_cdouble_t; 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#else #define __Pyx_PyObject_Call(func, arg, kw) PyObject_Call(func, arg, kw) #endif /* ForceInitThreads.proto */ #ifndef __PYX_FORCE_INIT_THREADS #define __PYX_FORCE_INIT_THREADS 0 #endif /* GetItemInt.proto */ #define __Pyx_GetItemInt(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\ (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\ __Pyx_GetItemInt_Fast(o, (Py_ssize_t)i, is_list, wraparound, boundscheck) :\ (is_list ? (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL) :\ __Pyx_GetItemInt_Generic(o, to_py_func(i)))) #define __Pyx_GetItemInt_List(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\ (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\ __Pyx_GetItemInt_List_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) :\ (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL)) static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, int wraparound, int boundscheck); #define __Pyx_GetItemInt_Tuple(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\ (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\ __Pyx_GetItemInt_Tuple_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) :\ (PyErr_SetString(PyExc_IndexError, "tuple index out of range"), (PyObject*)NULL)) static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i, int wraparound, int boundscheck); static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j); static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, int is_list, int wraparound, int boundscheck); /* PyObjectCallMethO.proto */ #if CYTHON_COMPILING_IN_CPYTHON static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg); #endif /* PyObjectCallOneArg.proto */ static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg); /* PyThreadStateGet.proto */ #if CYTHON_COMPILING_IN_CPYTHON #define __Pyx_PyThreadState_declare PyThreadState *__pyx_tstate; #define __Pyx_PyThreadState_assign __pyx_tstate = PyThreadState_GET(); #else #define __Pyx_PyThreadState_declare #define __Pyx_PyThreadState_assign #endif /* PyErrFetchRestore.proto */ #if CYTHON_COMPILING_IN_CPYTHON #define __Pyx_ErrRestoreWithState(type, value, tb) __Pyx_ErrRestoreInState(PyThreadState_GET(), type, value, tb) #define __Pyx_ErrFetchWithState(type, value, tb) __Pyx_ErrFetchInState(PyThreadState_GET(), type, value, tb) #define __Pyx_ErrRestore(type, value, tb) __Pyx_ErrRestoreInState(__pyx_tstate, type, value, tb) #define __Pyx_ErrFetch(type, value, tb) __Pyx_ErrFetchInState(__pyx_tstate, type, value, tb) static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb); static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb); #else #define __Pyx_ErrRestoreWithState(type, value, tb) PyErr_Restore(type, value, tb) #define __Pyx_ErrFetchWithState(type, value, tb) PyErr_Fetch(type, value, tb) #define __Pyx_ErrRestore(type, value, tb) PyErr_Restore(type, value, tb) #define __Pyx_ErrFetch(type, value, tb) PyErr_Fetch(type, value, tb) #endif /* RaiseException.proto */ static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause); /* DictGetItem.proto */ #if PY_MAJOR_VERSION >= 3 && !CYTHON_COMPILING_IN_PYPY static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject* key) { PyObject *value; value = PyDict_GetItemWithError(d, key); if (unlikely(!value)) { if (!PyErr_Occurred()) { PyObject* args = PyTuple_Pack(1, key); if (likely(args)) PyErr_SetObject(PyExc_KeyError, args); Py_XDECREF(args); } return NULL; } Py_INCREF(value); return value; } #else #define __Pyx_PyDict_GetItem(d, key) PyObject_GetItem(d, key) #endif /* RaiseTooManyValuesToUnpack.proto */ static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected); /* RaiseNeedMoreValuesToUnpack.proto */ static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index); /* RaiseNoneIterError.proto */ static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void); /* ExtTypeTest.proto */ static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); /* Import.proto */ static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level); /* ImportFrom.proto */ static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name); /* CodeObjectCache.proto */ typedef struct { PyCodeObject* code_object; int code_line; } __Pyx_CodeObjectCacheEntry; struct __Pyx_CodeObjectCache { int count; int max_count; __Pyx_CodeObjectCacheEntry* entries; }; static struct __Pyx_CodeObjectCache __pyx_code_cache = {0,0,NULL}; static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line); static PyCodeObject *__pyx_find_code_object(int code_line); static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object); /* AddTraceback.proto */ static void __Pyx_AddTraceback(const char *funcname, int c_line, int py_line, const char *filename); /* None.proto */ #if CYTHON_CCOMPLEX #ifdef __cplusplus #define __Pyx_CREAL(z) ((z).real()) #define __Pyx_CIMAG(z) ((z).imag()) #else #define __Pyx_CREAL(z) (__real__(z)) #define __Pyx_CIMAG(z) (__imag__(z)) #endif #else #define __Pyx_CREAL(z) ((z).real) #define __Pyx_CIMAG(z) ((z).imag) #endif #if defined(__cplusplus) && CYTHON_CCOMPLEX && (defined(_WIN32) || defined(__clang__) || (defined(__GNUC__) && (__GNUC__ >= 5 || __GNUC__ == 4 && __GNUC_MINOR__ >= 4 )) || __cplusplus >= 201103) #define __Pyx_SET_CREAL(z,x) ((z).real(x)) #define __Pyx_SET_CIMAG(z,y) ((z).imag(y)) #else #define __Pyx_SET_CREAL(z,x) __Pyx_CREAL(z) = (x) #define __Pyx_SET_CIMAG(z,y) __Pyx_CIMAG(z) = (y) #endif /* None.proto */ static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float, float); /* None.proto */ #if CYTHON_CCOMPLEX #define __Pyx_c_eqf(a, b) ((a)==(b)) #define __Pyx_c_sumf(a, b) ((a)+(b)) #define __Pyx_c_difff(a, b) ((a)-(b)) #define __Pyx_c_prodf(a, b) ((a)*(b)) #define __Pyx_c_quotf(a, b) ((a)/(b)) #define __Pyx_c_negf(a) (-(a)) #ifdef __cplusplus #define __Pyx_c_is_zerof(z) ((z)==(float)0) #define __Pyx_c_conjf(z) (::std::conj(z)) #if 1 #define __Pyx_c_absf(z) (::std::abs(z)) #define __Pyx_c_powf(a, b) (::std::pow(a, b)) #endif #else #define __Pyx_c_is_zerof(z) ((z)==0) #define __Pyx_c_conjf(z) (conjf(z)) #if 1 #define __Pyx_c_absf(z) (cabsf(z)) #define __Pyx_c_powf(a, b) (cpowf(a, b)) #endif #endif #else static CYTHON_INLINE int __Pyx_c_eqf(__pyx_t_float_complex, __pyx_t_float_complex); static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sumf(__pyx_t_float_complex, __pyx_t_float_complex); static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_difff(__pyx_t_float_complex, __pyx_t_float_complex); static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prodf(__pyx_t_float_complex, __pyx_t_float_complex); static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quotf(__pyx_t_float_complex, __pyx_t_float_complex); static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_negf(__pyx_t_float_complex); static CYTHON_INLINE int __Pyx_c_is_zerof(__pyx_t_float_complex); static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conjf(__pyx_t_float_complex); #if 1 static CYTHON_INLINE float __Pyx_c_absf(__pyx_t_float_complex); static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_powf(__pyx_t_float_complex, __pyx_t_float_complex); #endif #endif /* None.proto */ static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double, double); /* None.proto */ #if CYTHON_CCOMPLEX #define __Pyx_c_eq(a, b) ((a)==(b)) #define __Pyx_c_sum(a, b) ((a)+(b)) #define __Pyx_c_diff(a, b) ((a)-(b)) #define __Pyx_c_prod(a, b) ((a)*(b)) #define __Pyx_c_quot(a, b) ((a)/(b)) #define __Pyx_c_neg(a) (-(a)) #ifdef __cplusplus #define __Pyx_c_is_zero(z) ((z)==(double)0) #define __Pyx_c_conj(z) (::std::conj(z)) #if 1 #define __Pyx_c_abs(z) (::std::abs(z)) #define __Pyx_c_pow(a, b) (::std::pow(a, b)) #endif #else #define __Pyx_c_is_zero(z) ((z)==0) #define __Pyx_c_conj(z) (conj(z)) #if 1 #define __Pyx_c_abs(z) (cabs(z)) #define __Pyx_c_pow(a, b) (cpow(a, b)) #endif #endif #else static CYTHON_INLINE int __Pyx_c_eq(__pyx_t_double_complex, __pyx_t_double_complex); static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum(__pyx_t_double_complex, __pyx_t_double_complex); static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff(__pyx_t_double_complex, __pyx_t_double_complex); static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod(__pyx_t_double_complex, __pyx_t_double_complex); static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot(__pyx_t_double_complex, __pyx_t_double_complex); static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg(__pyx_t_double_complex); static CYTHON_INLINE int __Pyx_c_is_zero(__pyx_t_double_complex); static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj(__pyx_t_double_complex); #if 1 static CYTHON_INLINE double __Pyx_c_abs(__pyx_t_double_complex); static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow(__pyx_t_double_complex, __pyx_t_double_complex); #endif #endif /* CIntToPy.proto */ static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value); /* CIntToPy.proto */ static CYTHON_INLINE PyObject* __Pyx_PyInt_From_enum__NPY_TYPES(enum NPY_TYPES value); /* CIntFromPy.proto */ static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *); /* CIntToPy.proto */ static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value); /* CIntFromPy.proto */ static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *); /* CheckBinaryVersion.proto */ static int __Pyx_check_binary_version(void); /* PyIdentifierFromString.proto */ #if !defined(__Pyx_PyIdentifier_FromString) #if PY_MAJOR_VERSION < 3 #define __Pyx_PyIdentifier_FromString(s) PyString_FromString(s) #else #define __Pyx_PyIdentifier_FromString(s) PyUnicode_FromString(s) #endif #endif /* ModuleImport.proto */ static PyObject *__Pyx_ImportModule(const char *name); /* TypeImport.proto */ static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class_name, size_t size, int strict); /* InitStrings.proto */ static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); /* Module declarations from 'cpython.buffer' */ /* Module declarations from 'libc.string' */ /* Module declarations from 'libc.stdio' */ /* Module declarations from '__builtin__' */ /* Module declarations from 'cpython.type' */ static PyTypeObject *__pyx_ptype_7cpython_4type_type = 0; /* Module declarations from 'cpython' */ /* Module declarations from 'cpython.object' */ /* Module declarations from 'cpython.ref' */ /* Module declarations from 'libc.stdlib' */ /* Module declarations from 'numpy' */ /* Module declarations from 'numpy' */ static PyTypeObject *__pyx_ptype_5numpy_dtype = 0; static PyTypeObject *__pyx_ptype_5numpy_flatiter = 0; static PyTypeObject *__pyx_ptype_5numpy_broadcast = 0; static PyTypeObject *__pyx_ptype_5numpy_ndarray = 0; static PyTypeObject *__pyx_ptype_5numpy_ufunc = 0; static CYTHON_INLINE char *__pyx_f_5numpy__util_dtypestring(PyArray_Descr *, char *, char *, int *); /*proto*/ /* Module declarations from 'cython' */ /* Module declarations from 'libc.math' */ /* Module declarations from 'facedist' */ #define __Pyx_MODULE_NAME "facedist" int __pyx_module_is_main_facedist = 0; /* Implementation of 'facedist' */ static PyObject *__pyx_builtin_range; static PyObject *__pyx_builtin_ValueError; static PyObject *__pyx_builtin_RuntimeError; static const char __pyx_k_A[] = "A"; static const char __pyx_k_D[] = "D"; static const char __pyx_k_ii[] = "ii"; static const char __pyx_k_jj[] = "jj"; static const char __pyx_k_np[] = "np"; static const char __pyx_k_rd[] = "rd"; static const char __pyx_k_max[] = "max"; static const char __pyx_k_main[] = "__main__"; static const char __pyx_k_ncol[] = "ncol"; static const char __pyx_k_nrow[] = "nrow"; static const char __pyx_k_test[] = "__test__"; static const char __pyx_k_cdist[] = "cdist"; static const char __pyx_k_dtype[] = "dtype"; static const char __pyx_k_numpy[] = "numpy"; static const char __pyx_k_range[] = "range"; static const char __pyx_k_double[] = "double"; static const char __pyx_k_import[] = "__import__"; static const char __pyx_k_metric[] = "metric"; static const char __pyx_k_facedist[] = "facedist"; static const char __pyx_k_euclidean[] = "euclidean"; static const char __pyx_k_mean_dist[] = "mean_dist"; static const char __pyx_k_ValueError[] = "ValueError"; static const char __pyx_k_dok_matrix[] = "dok_matrix"; 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} Py_DECREF(__pyx_m); __pyx_m = 0; } else if (!PyErr_Occurred()) { PyErr_SetString(PyExc_ImportError, "init facedist"); } __pyx_L0:; __Pyx_RefNannyFinishContext(); #if PY_MAJOR_VERSION < 3 return; #else return __pyx_m; #endif } /* --- Runtime support code --- */ /* Refnanny */ #if CYTHON_REFNANNY static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname) { PyObject *m = NULL, *p = NULL; void *r = NULL; m = PyImport_ImportModule((char *)modname); if (!m) goto end; p = PyObject_GetAttrString(m, (char *)"RefNannyAPI"); if (!p) goto end; r = PyLong_AsVoidPtr(p); end: Py_XDECREF(p); Py_XDECREF(m); return (__Pyx_RefNannyAPIStruct *)r; } #endif /* GetBuiltinName */ static PyObject *__Pyx_GetBuiltinName(PyObject *name) { PyObject* result = __Pyx_PyObject_GetAttrStr(__pyx_b, name); if (unlikely(!result)) { PyErr_Format(PyExc_NameError, #if PY_MAJOR_VERSION >= 3 "name '%U' is not defined", name); #else "name '%.200s' is not defined", PyString_AS_STRING(name)); #endif } return result; } /* ArgTypeTest */ static void __Pyx_RaiseArgumentTypeInvalid(const char* name, PyObject *obj, PyTypeObject *type) { PyErr_Format(PyExc_TypeError, "Argument '%.200s' has incorrect type (expected %.200s, got %.200s)", name, type->tp_name, Py_TYPE(obj)->tp_name); } static CYTHON_INLINE int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, const char *name, int exact) { if (unlikely(!type)) { PyErr_SetString(PyExc_SystemError, "Missing type object"); return 0; } if (none_allowed && obj == Py_None) return 1; else if (exact) { if (likely(Py_TYPE(obj) == type)) return 1; #if PY_MAJOR_VERSION == 2 else if ((type == &PyBaseString_Type) && likely(__Pyx_PyBaseString_CheckExact(obj))) return 1; #endif } else { if (likely(PyObject_TypeCheck(obj, type))) return 1; } __Pyx_RaiseArgumentTypeInvalid(name, obj, type); return 0; } /* GetModuleGlobalName */ static CYTHON_INLINE PyObject *__Pyx_GetModuleGlobalName(PyObject *name) { PyObject *result; #if CYTHON_COMPILING_IN_CPYTHON result = PyDict_GetItem(__pyx_d, name); if (likely(result)) { Py_INCREF(result); } else { #else result = PyObject_GetItem(__pyx_d, name); if (!result) { PyErr_Clear(); #endif result = __Pyx_GetBuiltinName(name); } return result; } /* PyObjectCall */ #if CYTHON_COMPILING_IN_CPYTHON static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw) { PyObject *result; ternaryfunc call = func->ob_type->tp_call; if (unlikely(!call)) return PyObject_Call(func, arg, kw); if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object"))) return NULL; result = (*call)(func, arg, kw); Py_LeaveRecursiveCall(); if (unlikely(!result) && unlikely(!PyErr_Occurred())) { PyErr_SetString( PyExc_SystemError, "NULL result without error in PyObject_Call"); } return result; } #endif /* GetItemInt */ static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) { PyObject *r; if (!j) return NULL; r = PyObject_GetItem(o, j); Py_DECREF(j); return r; } static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, CYTHON_NCP_UNUSED int wraparound, CYTHON_NCP_UNUSED int boundscheck) { #if CYTHON_COMPILING_IN_CPYTHON if (wraparound & unlikely(i < 0)) i += PyList_GET_SIZE(o); if ((!boundscheck) || likely((0 <= i) & (i < PyList_GET_SIZE(o)))) { PyObject *r = PyList_GET_ITEM(o, i); Py_INCREF(r); return r; } return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); #else return PySequence_GetItem(o, i); #endif } static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i, CYTHON_NCP_UNUSED int wraparound, CYTHON_NCP_UNUSED int boundscheck) { #if CYTHON_COMPILING_IN_CPYTHON if (wraparound & unlikely(i < 0)) i += PyTuple_GET_SIZE(o); if ((!boundscheck) || likely((0 <= i) & (i < PyTuple_GET_SIZE(o)))) { PyObject *r = PyTuple_GET_ITEM(o, i); Py_INCREF(r); return r; } return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); #else return PySequence_GetItem(o, i); #endif } static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, int is_list, CYTHON_NCP_UNUSED int wraparound, CYTHON_NCP_UNUSED int boundscheck) { #if CYTHON_COMPILING_IN_CPYTHON if (is_list || PyList_CheckExact(o)) { Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyList_GET_SIZE(o); if ((!boundscheck) || (likely((n >= 0) & (n < PyList_GET_SIZE(o))))) { PyObject *r = PyList_GET_ITEM(o, n); Py_INCREF(r); return r; } } else if (PyTuple_CheckExact(o)) { Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyTuple_GET_SIZE(o); if ((!boundscheck) || likely((n >= 0) & (n < PyTuple_GET_SIZE(o)))) { PyObject *r = PyTuple_GET_ITEM(o, n); Py_INCREF(r); return r; } } else { PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence; if (likely(m && m->sq_item)) { if (wraparound && unlikely(i < 0) && likely(m->sq_length)) { Py_ssize_t l = m->sq_length(o); if (likely(l >= 0)) { i += l; } else { if (!PyErr_ExceptionMatches(PyExc_OverflowError)) return NULL; PyErr_Clear(); } } return m->sq_item(o, i); } } #else if (is_list || PySequence_Check(o)) { return PySequence_GetItem(o, i); } #endif return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); } /* PyObjectCallMethO */ #if CYTHON_COMPILING_IN_CPYTHON static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg) { PyObject *self, *result; PyCFunction cfunc; cfunc = PyCFunction_GET_FUNCTION(func); self = PyCFunction_GET_SELF(func); if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object"))) return NULL; result = cfunc(self, arg); Py_LeaveRecursiveCall(); if (unlikely(!result) && unlikely(!PyErr_Occurred())) { PyErr_SetString( PyExc_SystemError, "NULL result without error in PyObject_Call"); } return result; } #endif /* PyObjectCallOneArg */ #if CYTHON_COMPILING_IN_CPYTHON static PyObject* __Pyx__PyObject_CallOneArg(PyObject *func, PyObject *arg) { PyObject *result; PyObject *args = PyTuple_New(1); if (unlikely(!args)) return NULL; Py_INCREF(arg); PyTuple_SET_ITEM(args, 0, arg); result = __Pyx_PyObject_Call(func, args, NULL); Py_DECREF(args); return result; } static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) { #ifdef __Pyx_CyFunction_USED if (likely(PyCFunction_Check(func) || PyObject_TypeCheck(func, __pyx_CyFunctionType))) { #else if (likely(PyCFunction_Check(func))) { #endif if (likely(PyCFunction_GET_FLAGS(func) & METH_O)) { return __Pyx_PyObject_CallMethO(func, arg); } } return __Pyx__PyObject_CallOneArg(func, arg); } #else static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) { PyObject *result; PyObject *args = PyTuple_Pack(1, arg); if (unlikely(!args)) return NULL; result = __Pyx_PyObject_Call(func, args, NULL); Py_DECREF(args); return result; } #endif /* PyErrFetchRestore */ #if CYTHON_COMPILING_IN_CPYTHON static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) { PyObject *tmp_type, *tmp_value, *tmp_tb; tmp_type = tstate->curexc_type; tmp_value = tstate->curexc_value; tmp_tb = tstate->curexc_traceback; tstate->curexc_type = type; tstate->curexc_value = value; tstate->curexc_traceback = tb; Py_XDECREF(tmp_type); Py_XDECREF(tmp_value); Py_XDECREF(tmp_tb); } static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) { *type = tstate->curexc_type; *value = tstate->curexc_value; *tb = tstate->curexc_traceback; tstate->curexc_type = 0; tstate->curexc_value = 0; tstate->curexc_traceback = 0; } #endif /* RaiseException */ #if PY_MAJOR_VERSION < 3 static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, CYTHON_UNUSED PyObject *cause) { __Pyx_PyThreadState_declare Py_XINCREF(type); if (!value || value == Py_None) value = NULL; else Py_INCREF(value); if (!tb || tb == Py_None) tb = NULL; else { Py_INCREF(tb); if (!PyTraceBack_Check(tb)) { PyErr_SetString(PyExc_TypeError, "raise: arg 3 must be a traceback or None"); goto raise_error; } } if (PyType_Check(type)) { #if CYTHON_COMPILING_IN_PYPY if (!value) { Py_INCREF(Py_None); value = Py_None; } #endif PyErr_NormalizeException(&type, &value, &tb); } else { if (value) { PyErr_SetString(PyExc_TypeError, "instance exception may not have a separate value"); goto raise_error; } value = type; type = (PyObject*) Py_TYPE(type); Py_INCREF(type); if (!PyType_IsSubtype((PyTypeObject *)type, (PyTypeObject *)PyExc_BaseException)) { PyErr_SetString(PyExc_TypeError, "raise: exception class must be a subclass of BaseException"); goto raise_error; } } __Pyx_PyThreadState_assign __Pyx_ErrRestore(type, value, tb); return; raise_error: Py_XDECREF(value); Py_XDECREF(type); Py_XDECREF(tb); return; } #else static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) { PyObject* owned_instance = NULL; if (tb == Py_None) { tb = 0; } else if (tb && !PyTraceBack_Check(tb)) { PyErr_SetString(PyExc_TypeError, "raise: arg 3 must be a traceback or None"); goto bad; } if (value == Py_None) value = 0; if (PyExceptionInstance_Check(type)) { if (value) { PyErr_SetString(PyExc_TypeError, "instance exception may not have a separate value"); goto bad; } value = type; type = (PyObject*) Py_TYPE(value); } else if (PyExceptionClass_Check(type)) { PyObject *instance_class = NULL; if (value && PyExceptionInstance_Check(value)) { instance_class = (PyObject*) Py_TYPE(value); if (instance_class != type) { int is_subclass = PyObject_IsSubclass(instance_class, type); if (!is_subclass) { instance_class = NULL; } else if (unlikely(is_subclass == -1)) { goto bad; } else { type = instance_class; } } } if (!instance_class) { PyObject *args; if (!value) args = PyTuple_New(0); else if (PyTuple_Check(value)) { Py_INCREF(value); args = value; } else args = PyTuple_Pack(1, value); if (!args) goto bad; owned_instance = PyObject_Call(type, args, NULL); Py_DECREF(args); if (!owned_instance) goto bad; value = owned_instance; if (!PyExceptionInstance_Check(value)) { PyErr_Format(PyExc_TypeError, "calling %R should have returned an instance of " "BaseException, not %R", type, Py_TYPE(value)); goto bad; } } } else { PyErr_SetString(PyExc_TypeError, "raise: exception class must be a subclass of BaseException"); goto bad; } #if PY_VERSION_HEX >= 0x03030000 if (cause) { #else if (cause && cause != Py_None) { #endif PyObject *fixed_cause; if (cause == Py_None) { fixed_cause = NULL; } else if (PyExceptionClass_Check(cause)) { fixed_cause = PyObject_CallObject(cause, NULL); if (fixed_cause == NULL) goto bad; } else if (PyExceptionInstance_Check(cause)) { fixed_cause = cause; Py_INCREF(fixed_cause); } else { PyErr_SetString(PyExc_TypeError, "exception causes must derive from " "BaseException"); goto bad; } PyException_SetCause(value, fixed_cause); } PyErr_SetObject(type, value); if (tb) { #if CYTHON_COMPILING_IN_PYPY PyObject *tmp_type, *tmp_value, *tmp_tb; PyErr_Fetch(&tmp_type, &tmp_value, &tmp_tb); Py_INCREF(tb); PyErr_Restore(tmp_type, tmp_value, tb); Py_XDECREF(tmp_tb); #else PyThreadState *tstate = PyThreadState_GET(); PyObject* tmp_tb = tstate->curexc_traceback; if (tb != tmp_tb) { Py_INCREF(tb); tstate->curexc_traceback = tb; Py_XDECREF(tmp_tb); } #endif } bad: Py_XDECREF(owned_instance); return; } #endif /* RaiseTooManyValuesToUnpack */ static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) { PyErr_Format(PyExc_ValueError, "too many values to unpack (expected %" CYTHON_FORMAT_SSIZE_T "d)", expected); } /* RaiseNeedMoreValuesToUnpack */ static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { PyErr_Format(PyExc_ValueError, "need more than %" CYTHON_FORMAT_SSIZE_T "d value%.1s to unpack", index, (index == 1) ? "" : "s"); } /* RaiseNoneIterError */ static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) { PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); } /* ExtTypeTest */ static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { if (unlikely(!type)) { PyErr_SetString(PyExc_SystemError, "Missing type object"); return 0; } if (likely(PyObject_TypeCheck(obj, type))) return 1; PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s", Py_TYPE(obj)->tp_name, type->tp_name); return 0; } /* Import */ static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) { PyObject *empty_list = 0; PyObject *module = 0; PyObject *global_dict = 0; PyObject *empty_dict = 0; PyObject *list; #if PY_VERSION_HEX < 0x03030000 PyObject *py_import; py_import = __Pyx_PyObject_GetAttrStr(__pyx_b, __pyx_n_s_import); if (!py_import) goto bad; #endif if (from_list) list = from_list; else { empty_list = PyList_New(0); if (!empty_list) goto bad; list = empty_list; } global_dict = PyModule_GetDict(__pyx_m); if (!global_dict) goto bad; empty_dict = PyDict_New(); if (!empty_dict) goto bad; { #if PY_MAJOR_VERSION >= 3 if (level == -1) { if (strchr(__Pyx_MODULE_NAME, '.')) { #if PY_VERSION_HEX < 0x03030000 PyObject *py_level = PyInt_FromLong(1); if (!py_level) goto bad; module = PyObject_CallFunctionObjArgs(py_import, name, global_dict, empty_dict, list, py_level, NULL); Py_DECREF(py_level); #else module = PyImport_ImportModuleLevelObject( name, global_dict, empty_dict, list, 1); #endif if (!module) { if (!PyErr_ExceptionMatches(PyExc_ImportError)) goto bad; PyErr_Clear(); } } level = 0; } #endif if (!module) { #if PY_VERSION_HEX < 0x03030000 PyObject *py_level = PyInt_FromLong(level); if (!py_level) goto bad; module = PyObject_CallFunctionObjArgs(py_import, name, global_dict, empty_dict, list, py_level, NULL); Py_DECREF(py_level); #else module = PyImport_ImportModuleLevelObject( name, global_dict, empty_dict, list, level); #endif } } bad: #if PY_VERSION_HEX < 0x03030000 Py_XDECREF(py_import); #endif Py_XDECREF(empty_list); Py_XDECREF(empty_dict); return module; } /* ImportFrom */ static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name) { PyObject* value = __Pyx_PyObject_GetAttrStr(module, name); if (unlikely(!value) && PyErr_ExceptionMatches(PyExc_AttributeError)) { PyErr_Format(PyExc_ImportError, #if PY_MAJOR_VERSION < 3 "cannot import name %.230s", PyString_AS_STRING(name)); #else "cannot import name %S", name); #endif } return value; } /* CodeObjectCache */ static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) { int start = 0, mid = 0, end = count - 1; if (end >= 0 && code_line > entries[end].code_line) { return count; } while (start < end) { mid = start + (end - start) / 2; if (code_line < entries[mid].code_line) { end = mid; } else if (code_line > entries[mid].code_line) { start = mid + 1; } else { return mid; } } if (code_line <= entries[mid].code_line) { return mid; } else { return mid + 1; } } static PyCodeObject *__pyx_find_code_object(int code_line) { PyCodeObject* code_object; int pos; if (unlikely(!code_line) || unlikely(!__pyx_code_cache.entries)) { return NULL; } pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line); if (unlikely(pos >= __pyx_code_cache.count) || unlikely(__pyx_code_cache.entries[pos].code_line != code_line)) { return NULL; } code_object = __pyx_code_cache.entries[pos].code_object; Py_INCREF(code_object); return code_object; } static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object) { int pos, i; __Pyx_CodeObjectCacheEntry* entries = __pyx_code_cache.entries; if (unlikely(!code_line)) { return; } if (unlikely(!entries)) { entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Malloc(64*sizeof(__Pyx_CodeObjectCacheEntry)); if (likely(entries)) { __pyx_code_cache.entries = entries; __pyx_code_cache.max_count = 64; __pyx_code_cache.count = 1; entries[0].code_line = code_line; entries[0].code_object = code_object; Py_INCREF(code_object); } return; } pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line); if ((pos < __pyx_code_cache.count) && unlikely(__pyx_code_cache.entries[pos].code_line == code_line)) { PyCodeObject* tmp = entries[pos].code_object; entries[pos].code_object = code_object; Py_DECREF(tmp); return; } if (__pyx_code_cache.count == __pyx_code_cache.max_count) { int new_max = __pyx_code_cache.max_count + 64; entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Realloc( __pyx_code_cache.entries, (size_t)new_max*sizeof(__Pyx_CodeObjectCacheEntry)); if (unlikely(!entries)) { return; } __pyx_code_cache.entries = entries; __pyx_code_cache.max_count = new_max; } for (i=__pyx_code_cache.count; i>pos; i--) { entries[i] = entries[i-1]; } entries[pos].code_line = code_line; entries[pos].code_object = code_object; __pyx_code_cache.count++; Py_INCREF(code_object); } /* AddTraceback */ #include "compile.h" #include "frameobject.h" #include "traceback.h" static PyCodeObject* __Pyx_CreateCodeObjectForTraceback( const char *funcname, int c_line, int py_line, const char *filename) { PyCodeObject *py_code = 0; PyObject *py_srcfile = 0; PyObject *py_funcname = 0; #if PY_MAJOR_VERSION < 3 py_srcfile = PyString_FromString(filename); #else py_srcfile = PyUnicode_FromString(filename); #endif if (!py_srcfile) goto bad; if (c_line) { #if PY_MAJOR_VERSION < 3 py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line); #else py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line); #endif } else { #if PY_MAJOR_VERSION < 3 py_funcname = PyString_FromString(funcname); #else py_funcname = PyUnicode_FromString(funcname); #endif } if (!py_funcname) goto bad; py_code = __Pyx_PyCode_New( 0, 0, 0, 0, 0, __pyx_empty_bytes, /*PyObject *code,*/ __pyx_empty_tuple, /*PyObject *consts,*/ __pyx_empty_tuple, /*PyObject *names,*/ __pyx_empty_tuple, /*PyObject *varnames,*/ __pyx_empty_tuple, /*PyObject *freevars,*/ __pyx_empty_tuple, /*PyObject *cellvars,*/ py_srcfile, /*PyObject *filename,*/ py_funcname, /*PyObject *name,*/ py_line, __pyx_empty_bytes /*PyObject *lnotab*/ ); Py_DECREF(py_srcfile); Py_DECREF(py_funcname); return py_code; bad: Py_XDECREF(py_srcfile); Py_XDECREF(py_funcname); return NULL; } static void __Pyx_AddTraceback(const char *funcname, int c_line, int py_line, const char *filename) { PyCodeObject *py_code = 0; PyFrameObject *py_frame = 0; py_code = __pyx_find_code_object(c_line ? c_line : py_line); if (!py_code) { py_code = __Pyx_CreateCodeObjectForTraceback( funcname, c_line, py_line, filename); if (!py_code) goto bad; __pyx_insert_code_object(c_line ? c_line : py_line, py_code); } py_frame = PyFrame_New( PyThreadState_GET(), /*PyThreadState *tstate,*/ py_code, /*PyCodeObject *code,*/ __pyx_d, /*PyObject *globals,*/ 0 /*PyObject *locals*/ ); if (!py_frame) goto bad; py_frame->f_lineno = py_line; PyTraceBack_Here(py_frame); bad: Py_XDECREF(py_code); Py_XDECREF(py_frame); } /* None */ #if CYTHON_CCOMPLEX #ifdef __cplusplus static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { return ::std::complex< float >(x, y); } #else static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { return x + y*(__pyx_t_float_complex)_Complex_I; } #endif #else static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { __pyx_t_float_complex z; z.real = x; z.imag = y; return z; } #endif /* None */ #if CYTHON_CCOMPLEX #else static CYTHON_INLINE int __Pyx_c_eqf(__pyx_t_float_complex a, __pyx_t_float_complex b) { return (a.real == b.real) && (a.imag == b.imag); } static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sumf(__pyx_t_float_complex a, __pyx_t_float_complex b) { __pyx_t_float_complex z; z.real = a.real + b.real; z.imag = a.imag + b.imag; return z; } static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_difff(__pyx_t_float_complex a, __pyx_t_float_complex b) { __pyx_t_float_complex z; z.real = a.real - b.real; z.imag = a.imag - b.imag; return z; } static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prodf(__pyx_t_float_complex a, __pyx_t_float_complex b) { __pyx_t_float_complex z; z.real = a.real * b.real - a.imag * b.imag; z.imag = a.real * b.imag + a.imag * b.real; return z; } static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quotf(__pyx_t_float_complex a, __pyx_t_float_complex b) { __pyx_t_float_complex z; float denom = b.real * b.real + b.imag * b.imag; z.real = (a.real * b.real + a.imag * b.imag) / denom; z.imag = (a.imag * b.real - a.real * b.imag) / denom; return z; } static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_negf(__pyx_t_float_complex a) { __pyx_t_float_complex z; z.real = -a.real; z.imag = -a.imag; return z; } static CYTHON_INLINE int __Pyx_c_is_zerof(__pyx_t_float_complex a) { return (a.real == 0) && (a.imag == 0); } static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conjf(__pyx_t_float_complex a) { __pyx_t_float_complex z; z.real = a.real; z.imag = -a.imag; return z; } #if 1 static CYTHON_INLINE float __Pyx_c_absf(__pyx_t_float_complex z) { #if !defined(HAVE_HYPOT) || defined(_MSC_VER) return sqrtf(z.real*z.real + z.imag*z.imag); #else return hypotf(z.real, z.imag); #endif } static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_powf(__pyx_t_float_complex a, __pyx_t_float_complex b) { __pyx_t_float_complex z; float r, lnr, theta, z_r, z_theta; if (b.imag == 0 && b.real == (int)b.real) { if (b.real < 0) { float denom = a.real * a.real + a.imag * a.imag; a.real = a.real / denom; a.imag = -a.imag / denom; b.real = -b.real; } switch ((int)b.real) { case 0: z.real = 1; z.imag = 0; return z; case 1: return a; case 2: z = __Pyx_c_prodf(a, a); return __Pyx_c_prodf(a, a); case 3: z = __Pyx_c_prodf(a, a); return __Pyx_c_prodf(z, a); case 4: z = __Pyx_c_prodf(a, a); return __Pyx_c_prodf(z, z); } } if (a.imag == 0) { if (a.real == 0) { return a; } r = a.real; theta = 0; } else { r = __Pyx_c_absf(a); theta = atan2f(a.imag, a.real); } lnr = logf(r); z_r = expf(lnr * b.real - theta * b.imag); z_theta = theta * b.real + lnr * b.imag; z.real = z_r * cosf(z_theta); z.imag = z_r * sinf(z_theta); return z; } #endif #endif /* None */ #if CYTHON_CCOMPLEX #ifdef __cplusplus static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) { return ::std::complex< double >(x, y); } #else static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) { return x + y*(__pyx_t_double_complex)_Complex_I; } #endif #else static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) { __pyx_t_double_complex z; z.real = x; z.imag = y; return z; } #endif /* None */ #if CYTHON_CCOMPLEX #else static CYTHON_INLINE int __Pyx_c_eq(__pyx_t_double_complex a, __pyx_t_double_complex b) { return (a.real == b.real) && (a.imag == b.imag); } static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum(__pyx_t_double_complex a, __pyx_t_double_complex b) { __pyx_t_double_complex z; z.real = a.real + b.real; z.imag = a.imag + b.imag; return z; } static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff(__pyx_t_double_complex a, __pyx_t_double_complex b) { __pyx_t_double_complex z; z.real = a.real - b.real; z.imag = a.imag - b.imag; return z; } static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod(__pyx_t_double_complex a, __pyx_t_double_complex b) { __pyx_t_double_complex z; z.real = a.real * b.real - a.imag * b.imag; z.imag = a.real * b.imag + a.imag * b.real; return z; } static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot(__pyx_t_double_complex a, __pyx_t_double_complex b) { __pyx_t_double_complex z; double denom = b.real * b.real + b.imag * b.imag; z.real = (a.real * b.real + a.imag * b.imag) / denom; z.imag = (a.imag * b.real - a.real * b.imag) / denom; return z; } static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg(__pyx_t_double_complex a) { __pyx_t_double_complex z; z.real = -a.real; z.imag = -a.imag; return z; } static CYTHON_INLINE int __Pyx_c_is_zero(__pyx_t_double_complex a) { return (a.real == 0) && (a.imag == 0); } static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj(__pyx_t_double_complex a) { __pyx_t_double_complex z; z.real = a.real; z.imag = -a.imag; return z; } #if 1 static CYTHON_INLINE double __Pyx_c_abs(__pyx_t_double_complex z) { #if !defined(HAVE_HYPOT) || defined(_MSC_VER) return sqrt(z.real*z.real + z.imag*z.imag); #else return hypot(z.real, z.imag); #endif } static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow(__pyx_t_double_complex a, __pyx_t_double_complex b) { __pyx_t_double_complex z; double r, lnr, theta, z_r, z_theta; if (b.imag == 0 && b.real == (int)b.real) { if (b.real < 0) { double denom = a.real * a.real + a.imag * a.imag; a.real = a.real / denom; a.imag = -a.imag / denom; b.real = -b.real; } switch ((int)b.real) { case 0: z.real = 1; z.imag = 0; return z; case 1: return a; case 2: z = __Pyx_c_prod(a, a); return __Pyx_c_prod(a, a); case 3: z = __Pyx_c_prod(a, a); return __Pyx_c_prod(z, a); case 4: z = __Pyx_c_prod(a, a); return __Pyx_c_prod(z, z); } } if (a.imag == 0) { if (a.real == 0) { return a; } r = a.real; theta = 0; } else { r = __Pyx_c_abs(a); theta = atan2(a.imag, a.real); } lnr = log(r); z_r = exp(lnr * b.real - theta * b.imag); z_theta = theta * b.real + lnr * b.imag; z.real = z_r * cos(z_theta); z.imag = z_r * sin(z_theta); return z; } #endif #endif /* CIntToPy */ static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) { const int neg_one = (int) -1, const_zero = (int) 0; const int is_unsigned = neg_one > const_zero; if (is_unsigned) { if (sizeof(int) < sizeof(long)) { return PyInt_FromLong((long) value); } else if (sizeof(int) <= sizeof(unsigned long)) { return PyLong_FromUnsignedLong((unsigned long) value); } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) { return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); } } else { if (sizeof(int) <= sizeof(long)) { return PyInt_FromLong((long) value); } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) { return PyLong_FromLongLong((PY_LONG_LONG) value); } } { int one = 1; int little = (int)*(unsigned char *)&one; unsigned char *bytes = (unsigned char *)&value; return _PyLong_FromByteArray(bytes, sizeof(int), little, !is_unsigned); } } /* CIntFromPyVerify */ #define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value)\ __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 0) #define __PYX_VERIFY_RETURN_INT_EXC(target_type, func_type, func_value)\ __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 1) #define __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, exc)\ {\ func_type value = func_value;\ if (sizeof(target_type) < sizeof(func_type)) {\ if (unlikely(value != (func_type) (target_type) value)) {\ func_type zero = 0;\ if (exc && unlikely(value == (func_type)-1 && PyErr_Occurred()))\ return (target_type) -1;\ if (is_unsigned && unlikely(value < zero))\ goto raise_neg_overflow;\ else\ goto raise_overflow;\ }\ }\ return (target_type) value;\ } /* CIntToPy */ static CYTHON_INLINE PyObject* __Pyx_PyInt_From_enum__NPY_TYPES(enum NPY_TYPES value) { const enum NPY_TYPES neg_one = (enum NPY_TYPES) -1, const_zero = (enum NPY_TYPES) 0; const int is_unsigned = neg_one > const_zero; if (is_unsigned) { if (sizeof(enum NPY_TYPES) < sizeof(long)) { return PyInt_FromLong((long) value); } else if (sizeof(enum NPY_TYPES) <= sizeof(unsigned long)) { return PyLong_FromUnsignedLong((unsigned long) value); } else if (sizeof(enum NPY_TYPES) <= sizeof(unsigned PY_LONG_LONG)) { return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); } } else { if (sizeof(enum NPY_TYPES) <= sizeof(long)) { return PyInt_FromLong((long) value); } else if (sizeof(enum NPY_TYPES) <= sizeof(PY_LONG_LONG)) { return PyLong_FromLongLong((PY_LONG_LONG) value); } } { int one = 1; int little = (int)*(unsigned char *)&one; unsigned char *bytes = (unsigned char *)&value; return _PyLong_FromByteArray(bytes, sizeof(enum NPY_TYPES), little, !is_unsigned); } } /* CIntFromPy */ static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) { const int neg_one = (int) -1, const_zero = (int) 0; const int is_unsigned = neg_one > const_zero; #if PY_MAJOR_VERSION < 3 if (likely(PyInt_Check(x))) { if (sizeof(int) < sizeof(long)) { __PYX_VERIFY_RETURN_INT(int, long, PyInt_AS_LONG(x)) } else { long val = PyInt_AS_LONG(x); if (is_unsigned && unlikely(val < 0)) { goto raise_neg_overflow; } return (int) val; } } else #endif if (likely(PyLong_Check(x))) { if (is_unsigned) { #if CYTHON_USE_PYLONG_INTERNALS const digit* digits = ((PyLongObject*)x)->ob_digit; switch (Py_SIZE(x)) { case 0: return (int) 0; case 1: __PYX_VERIFY_RETURN_INT(int, digit, digits[0]) case 2: if (8 * sizeof(int) > 1 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(int) >= 2 * PyLong_SHIFT) { return (int) (((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])); } } break; case 3: if (8 * sizeof(int) > 2 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(int) >= 3 * PyLong_SHIFT) { return (int) (((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])); } } break; case 4: if (8 * sizeof(int) > 3 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(int) >= 4 * PyLong_SHIFT) { return (int) (((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])); } } break; } #endif #if CYTHON_COMPILING_IN_CPYTHON if (unlikely(Py_SIZE(x) < 0)) { goto raise_neg_overflow; } #else { int result = PyObject_RichCompareBool(x, Py_False, Py_LT); if (unlikely(result < 0)) return (int) -1; if (unlikely(result == 1)) goto raise_neg_overflow; } #endif if (sizeof(int) <= sizeof(unsigned long)) { __PYX_VERIFY_RETURN_INT_EXC(int, unsigned long, PyLong_AsUnsignedLong(x)) } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) { __PYX_VERIFY_RETURN_INT_EXC(int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) } } else { #if CYTHON_USE_PYLONG_INTERNALS const digit* digits = ((PyLongObject*)x)->ob_digit; switch (Py_SIZE(x)) { case 0: return (int) 0; case -1: __PYX_VERIFY_RETURN_INT(int, sdigit, (sdigit) (-(sdigit)digits[0])) case 1: __PYX_VERIFY_RETURN_INT(int, digit, +digits[0]) case -2: if (8 * sizeof(int) - 1 > 1 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) { return (int) (((int)-1)*(((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); } } break; case 2: if (8 * sizeof(int) > 1 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) { return (int) ((((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); } } break; case -3: if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) { return (int) (((int)-1)*(((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); } } break; case 3: if (8 * sizeof(int) > 2 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) { return (int) ((((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); } } break; case -4: if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) { return (int) (((int)-1)*(((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); } } break; case 4: if (8 * sizeof(int) > 3 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) { return (int) ((((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); } } break; } #endif if (sizeof(int) <= sizeof(long)) { __PYX_VERIFY_RETURN_INT_EXC(int, long, PyLong_AsLong(x)) } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) { __PYX_VERIFY_RETURN_INT_EXC(int, PY_LONG_LONG, PyLong_AsLongLong(x)) } } { #if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray) PyErr_SetString(PyExc_RuntimeError, "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers"); #else int val; PyObject *v = __Pyx_PyNumber_IntOrLong(x); #if PY_MAJOR_VERSION < 3 if (likely(v) && !PyLong_Check(v)) { PyObject *tmp = v; v = PyNumber_Long(tmp); Py_DECREF(tmp); } #endif if (likely(v)) { int one = 1; int is_little = (int)*(unsigned char *)&one; unsigned char *bytes = (unsigned char *)&val; int ret = _PyLong_AsByteArray((PyLongObject *)v, bytes, sizeof(val), is_little, !is_unsigned); Py_DECREF(v); if (likely(!ret)) return val; } #endif return (int) -1; } } else { int val; PyObject *tmp = __Pyx_PyNumber_IntOrLong(x); if (!tmp) return (int) -1; val = __Pyx_PyInt_As_int(tmp); Py_DECREF(tmp); return val; } raise_overflow: PyErr_SetString(PyExc_OverflowError, "value too large to convert to int"); return (int) -1; raise_neg_overflow: PyErr_SetString(PyExc_OverflowError, "can't convert negative value to int"); return (int) -1; } /* CIntToPy */ static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) { const long neg_one = (long) -1, const_zero = (long) 0; const int is_unsigned = neg_one > const_zero; if (is_unsigned) { if (sizeof(long) < sizeof(long)) { return PyInt_FromLong((long) value); } else if (sizeof(long) <= sizeof(unsigned long)) { return PyLong_FromUnsignedLong((unsigned long) value); } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) { return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); } } else { if (sizeof(long) <= sizeof(long)) { return PyInt_FromLong((long) value); } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) { return PyLong_FromLongLong((PY_LONG_LONG) value); } } { int one = 1; int little = (int)*(unsigned char *)&one; unsigned char *bytes = (unsigned char *)&value; return _PyLong_FromByteArray(bytes, sizeof(long), little, !is_unsigned); } } /* CIntFromPy */ static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) { const long neg_one = (long) -1, const_zero = (long) 0; const int is_unsigned = neg_one > const_zero; #if PY_MAJOR_VERSION < 3 if (likely(PyInt_Check(x))) { if (sizeof(long) < sizeof(long)) { __PYX_VERIFY_RETURN_INT(long, long, PyInt_AS_LONG(x)) } else { long val = PyInt_AS_LONG(x); if (is_unsigned && unlikely(val < 0)) { goto raise_neg_overflow; } return (long) val; } } else #endif if (likely(PyLong_Check(x))) { if (is_unsigned) { #if CYTHON_USE_PYLONG_INTERNALS const digit* digits = ((PyLongObject*)x)->ob_digit; switch (Py_SIZE(x)) { case 0: return (long) 0; case 1: __PYX_VERIFY_RETURN_INT(long, digit, digits[0]) case 2: if (8 * sizeof(long) > 1 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(long) >= 2 * PyLong_SHIFT) { return (long) (((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0])); } } break; case 3: if (8 * sizeof(long) > 2 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(long) >= 3 * PyLong_SHIFT) { return (long) (((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])); } } break; case 4: if (8 * sizeof(long) > 3 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(long) >= 4 * PyLong_SHIFT) { return (long) (((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])); } } break; } #endif #if CYTHON_COMPILING_IN_CPYTHON if (unlikely(Py_SIZE(x) < 0)) { goto raise_neg_overflow; } #else { int result = PyObject_RichCompareBool(x, Py_False, Py_LT); if (unlikely(result < 0)) return (long) -1; if (unlikely(result == 1)) goto raise_neg_overflow; } #endif if (sizeof(long) <= sizeof(unsigned long)) { __PYX_VERIFY_RETURN_INT_EXC(long, unsigned long, PyLong_AsUnsignedLong(x)) } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) { __PYX_VERIFY_RETURN_INT_EXC(long, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) } } else { #if CYTHON_USE_PYLONG_INTERNALS const digit* digits = ((PyLongObject*)x)->ob_digit; switch (Py_SIZE(x)) { case 0: return (long) 0; case -1: __PYX_VERIFY_RETURN_INT(long, sdigit, (sdigit) (-(sdigit)digits[0])) case 1: __PYX_VERIFY_RETURN_INT(long, digit, +digits[0]) case -2: if (8 * sizeof(long) - 1 > 1 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { return (long) (((long)-1)*(((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); } } break; case 2: if (8 * sizeof(long) > 1 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { return (long) ((((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); } } break; case -3: if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { return (long) (((long)-1)*(((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); } } break; case 3: if (8 * sizeof(long) > 2 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { return (long) ((((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); } } break; case -4: if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { return (long) (((long)-1)*(((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); } } break; case 4: if (8 * sizeof(long) > 3 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { return (long) ((((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); } } break; } #endif if (sizeof(long) <= sizeof(long)) { __PYX_VERIFY_RETURN_INT_EXC(long, long, PyLong_AsLong(x)) } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) { __PYX_VERIFY_RETURN_INT_EXC(long, PY_LONG_LONG, PyLong_AsLongLong(x)) } } { #if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray) PyErr_SetString(PyExc_RuntimeError, "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers"); #else long val; PyObject *v = __Pyx_PyNumber_IntOrLong(x); #if PY_MAJOR_VERSION < 3 if (likely(v) && !PyLong_Check(v)) { PyObject *tmp = v; v = PyNumber_Long(tmp); Py_DECREF(tmp); } #endif if (likely(v)) { int one = 1; int is_little = (int)*(unsigned char *)&one; unsigned char *bytes = (unsigned char *)&val; int ret = _PyLong_AsByteArray((PyLongObject *)v, bytes, sizeof(val), is_little, !is_unsigned); Py_DECREF(v); if (likely(!ret)) return val; } #endif return (long) -1; } } else { long val; PyObject *tmp = __Pyx_PyNumber_IntOrLong(x); if (!tmp) return (long) -1; val = __Pyx_PyInt_As_long(tmp); Py_DECREF(tmp); return val; } raise_overflow: PyErr_SetString(PyExc_OverflowError, "value too large to convert to long"); return (long) -1; raise_neg_overflow: PyErr_SetString(PyExc_OverflowError, "can't convert negative value to long"); return (long) -1; } /* CheckBinaryVersion */ static int __Pyx_check_binary_version(void) { char ctversion[4], rtversion[4]; PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION); PyOS_snprintf(rtversion, 4, "%s", Py_GetVersion()); if (ctversion[0] != rtversion[0] || ctversion[2] != rtversion[2]) { char message[200]; PyOS_snprintf(message, sizeof(message), "compiletime version %s of module '%.100s' " "does not match runtime version %s", ctversion, __Pyx_MODULE_NAME, rtversion); return PyErr_WarnEx(NULL, message, 1); } return 0; } /* ModuleImport */ #ifndef __PYX_HAVE_RT_ImportModule #define __PYX_HAVE_RT_ImportModule static PyObject *__Pyx_ImportModule(const char *name) { PyObject *py_name = 0; PyObject *py_module = 0; py_name = __Pyx_PyIdentifier_FromString(name); if (!py_name) goto bad; py_module = PyImport_Import(py_name); Py_DECREF(py_name); return py_module; bad: Py_XDECREF(py_name); return 0; } #endif /* TypeImport */ #ifndef __PYX_HAVE_RT_ImportType #define __PYX_HAVE_RT_ImportType static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class_name, size_t size, int strict) { PyObject *py_module = 0; PyObject *result = 0; PyObject *py_name = 0; char warning[200]; Py_ssize_t basicsize; #ifdef Py_LIMITED_API PyObject *py_basicsize; #endif py_module = __Pyx_ImportModule(module_name); if (!py_module) goto bad; py_name = __Pyx_PyIdentifier_FromString(class_name); if (!py_name) goto bad; result = PyObject_GetAttr(py_module, py_name); Py_DECREF(py_name); py_name = 0; Py_DECREF(py_module); py_module = 0; if (!result) goto bad; if (!PyType_Check(result)) { PyErr_Format(PyExc_TypeError, "%.200s.%.200s is not a type object", module_name, class_name); goto bad; } #ifndef Py_LIMITED_API basicsize = ((PyTypeObject *)result)->tp_basicsize; #else py_basicsize = PyObject_GetAttrString(result, "__basicsize__"); if (!py_basicsize) goto bad; basicsize = PyLong_AsSsize_t(py_basicsize); Py_DECREF(py_basicsize); py_basicsize = 0; if (basicsize == (Py_ssize_t)-1 && PyErr_Occurred()) goto bad; #endif if (!strict && (size_t)basicsize > size) { PyOS_snprintf(warning, sizeof(warning), "%s.%s size changed, may indicate binary incompatibility. Expected %zd, got %zd", module_name, class_name, basicsize, size); if (PyErr_WarnEx(NULL, warning, 0) < 0) goto bad; } else if ((size_t)basicsize != size) { PyErr_Format(PyExc_ValueError, "%.200s.%.200s has the wrong size, try recompiling. Expected %zd, got %zd", module_name, class_name, basicsize, size); goto bad; } return (PyTypeObject *)result; bad: Py_XDECREF(py_module); Py_XDECREF(result); return NULL; } #endif /* InitStrings */ static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) { while (t->p) { #if PY_MAJOR_VERSION < 3 if (t->is_unicode) { *t->p = PyUnicode_DecodeUTF8(t->s, t->n - 1, NULL); } else if (t->intern) { *t->p = PyString_InternFromString(t->s); } else { *t->p = PyString_FromStringAndSize(t->s, t->n - 1); } #else if (t->is_unicode | t->is_str) { if (t->intern) { *t->p = PyUnicode_InternFromString(t->s); } else if (t->encoding) { *t->p = PyUnicode_Decode(t->s, t->n - 1, t->encoding, NULL); } else { *t->p = PyUnicode_FromStringAndSize(t->s, t->n - 1); } } else { *t->p = PyBytes_FromStringAndSize(t->s, t->n - 1); } #endif if (!*t->p) return -1; ++t; } return 0; } static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char* c_str) { return __Pyx_PyUnicode_FromStringAndSize(c_str, (Py_ssize_t)strlen(c_str)); } static CYTHON_INLINE char* __Pyx_PyObject_AsString(PyObject* o) { Py_ssize_t ignore; return __Pyx_PyObject_AsStringAndSize(o, &ignore); } static CYTHON_INLINE char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) { #if CYTHON_COMPILING_IN_CPYTHON && (__PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT) if ( #if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII __Pyx_sys_getdefaultencoding_not_ascii && #endif PyUnicode_Check(o)) { #if PY_VERSION_HEX < 0x03030000 char* defenc_c; PyObject* defenc = _PyUnicode_AsDefaultEncodedString(o, NULL); if (!defenc) return NULL; defenc_c = PyBytes_AS_STRING(defenc); #if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII { char* end = defenc_c + PyBytes_GET_SIZE(defenc); char* c; for (c = defenc_c; c < end; c++) { if ((unsigned char) (*c) >= 128) { PyUnicode_AsASCIIString(o); return NULL; } } } #endif *length = PyBytes_GET_SIZE(defenc); return defenc_c; #else if (__Pyx_PyUnicode_READY(o) == -1) return NULL; #if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII if (PyUnicode_IS_ASCII(o)) { *length = PyUnicode_GET_LENGTH(o); return PyUnicode_AsUTF8(o); } else { PyUnicode_AsASCIIString(o); return NULL; } #else return PyUnicode_AsUTF8AndSize(o, length); #endif #endif } else #endif #if (!CYTHON_COMPILING_IN_PYPY) || (defined(PyByteArray_AS_STRING) && defined(PyByteArray_GET_SIZE)) if (PyByteArray_Check(o)) { *length = PyByteArray_GET_SIZE(o); return PyByteArray_AS_STRING(o); } else #endif { char* result; int r = PyBytes_AsStringAndSize(o, &result, length); if (unlikely(r < 0)) { return NULL; } else { return result; } } } static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) { int is_true = x == Py_True; if (is_true | (x == Py_False) | (x == Py_None)) return is_true; else return PyObject_IsTrue(x); } static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x) { PyNumberMethods *m; const char *name = NULL; PyObject *res = NULL; #if PY_MAJOR_VERSION < 3 if (PyInt_Check(x) || PyLong_Check(x)) #else if (PyLong_Check(x)) #endif return __Pyx_NewRef(x); m = Py_TYPE(x)->tp_as_number; #if PY_MAJOR_VERSION < 3 if (m && m->nb_int) { name = "int"; res = PyNumber_Int(x); } else if (m && m->nb_long) { name = "long"; res = PyNumber_Long(x); } #else if (m && m->nb_int) { name = "int"; res = PyNumber_Long(x); } #endif if (res) { #if PY_MAJOR_VERSION < 3 if (!PyInt_Check(res) && !PyLong_Check(res)) { #else if (!PyLong_Check(res)) { #endif PyErr_Format(PyExc_TypeError, "__%.4s__ returned non-%.4s (type %.200s)", name, name, Py_TYPE(res)->tp_name); Py_DECREF(res); return NULL; } } else if (!PyErr_Occurred()) { PyErr_SetString(PyExc_TypeError, "an integer is required"); } return res; } static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) { Py_ssize_t ival; PyObject *x; #if PY_MAJOR_VERSION < 3 if (likely(PyInt_CheckExact(b))) { if (sizeof(Py_ssize_t) >= sizeof(long)) return PyInt_AS_LONG(b); else return PyInt_AsSsize_t(x); } #endif if (likely(PyLong_CheckExact(b))) { #if CYTHON_USE_PYLONG_INTERNALS const digit* digits = ((PyLongObject*)b)->ob_digit; const Py_ssize_t size = Py_SIZE(b); if (likely(__Pyx_sst_abs(size) <= 1)) { ival = likely(size) ? digits[0] : 0; if (size == -1) ival = -ival; return ival; } else { switch (size) { case 2: if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) { return (Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); } break; case -2: if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) { return -(Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); } break; case 3: if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) { return (Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); } break; case -3: if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) { return -(Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); } break; case 4: if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) { return (Py_ssize_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); } break; case -4: if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) { return -(Py_ssize_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); } break; } } #endif return PyLong_AsSsize_t(b); } x = PyNumber_Index(b); if (!x) return -1; ival = PyInt_AsSsize_t(x); Py_DECREF(x); return ival; } static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) { return PyInt_FromSize_t(ival); } #endif /* Py_PYTHON_H */
convolution_3x3.h
// Tencent is pleased to support the open source community by making ncnn available. // // Copyright (C) 2017 THL A29 Limited, a Tencent company. All rights reserved. // // Licensed under the BSD 3-Clause License (the "License"); you may not use this file except // in compliance with the License. You may obtain a copy of the License at // // https://opensource.org/licenses/BSD-3-Clause // // Unless required by applicable law or agreed to in writing, software distributed // under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR // CONDITIONS OF ANY KIND, either express or implied. See the License for the // specific language governing permissions and limitations under the License. static void conv3x3s1_neon(const Mat& bottom_blob, Mat& top_blob, const Mat& _kernel, const Mat& _bias, const Option& opt) { int w = bottom_blob.w; int inch = bottom_blob.c; int outw = top_blob.w; int outh = top_blob.h; int outch = top_blob.c; const float* kernel = _kernel; const float* bias = _bias; int nn_outch = outch >> 1; int remain_outch_start = nn_outch << 1; #pragma omp parallel for num_threads(opt.num_threads) for (int pp=0; pp<nn_outch; pp++) { int p = pp * 2; Mat out0 = top_blob.channel(p); Mat out1 = top_blob.channel(p+1); const float bias0 = bias ? bias[p] : 0.f; const float bias1 = bias ? bias[p+1] : 0.f; out0.fill(bias0); out1.fill(bias1); const float* k0 = kernel + p*inch*9; const float* k1 = kernel + (p+1)*inch*9; for (int q=0; q<inch; q++) { float* outptr0 = out0; float* outptr1 = out1; float* outptr0n = outptr0 + outw; float* outptr1n = outptr1 + outw; const float* img0 = bottom_blob.channel(q); const float* r0 = img0; const float* r1 = img0 + w; const float* r2 = img0 + w*2; const float* r3 = img0 + w*3; #if __ARM_NEON float32x4_t _k00 = vld1q_f32(k0); float32x4_t _k03 = vld1q_f32(k0+3); float32x4_t _k06 = vld1q_f32(k0+6); float32x4_t _k10 = vld1q_f32(k1); float32x4_t _k13 = vld1q_f32(k1+3); float32x4_t _k16 = vld1q_f32(k1+6); #endif // __ARM_NEON int i = 0; for (; i+1 < outh; i+=2) { #if __ARM_NEON int nn = outw >> 2; int remain = outw & 3; #else int remain = outw; #endif // __ARM_NEON #if __ARM_NEON #if __aarch64__ if (nn > 0) { asm volatile( "prfm pldl1keep, [%5, #256] \n" "ld1 {v8.4s, v9.4s}, [%5] \n"// r0 "add %5, %5, #16 \n" "prfm pldl1keep, [%8, #256] \n" "ld1 {v14.4s, v15.4s}, [%8] \n"// r3 "add %8, %8, #16 \n" "ext v10.16b, v8.16b, v9.16b, #4 \n" "ext v11.16b, v14.16b, v15.16b, #8 \n" "0: \n" "prfm pldl1keep, [%1, #128] \n" "ld1 {v6.4s}, [%1] \n"// _sum0 "prfm pldl1keep, [%2, #128] \n" "ld1 {v7.4s}, [%2] \n"// _sum1 "fmla v6.4s, v8.4s, %18.s[0] \n" "fmla v7.4s, v8.4s, %21.s[0] \n" "prfm pldl1keep, [%3, #128] \n" "ld1 {v12.4s}, [%3] \n"// _sum0n "prfm pldl1keep, [%4, #128] \n" "ld1 {v13.4s}, [%4] \n"// _sum1n "fmla v12.4s, v14.4s, %20.s[0] \n" "fmla v13.4s, v14.4s, %23.s[0] \n" "ext v8.16b, v8.16b, v9.16b, #8 \n" "ext v9.16b, v14.16b, v15.16b, #4 \n" "fmla v6.4s, v10.4s, %18.s[1] \n" "fmla v7.4s, v10.4s, %21.s[1] \n" "fmla v12.4s, v11.4s, %20.s[2] \n" "fmla v13.4s, v11.4s, %23.s[2] \n" "prfm pldl1keep, [%6, #256] \n" "ld1 {v14.4s, v15.4s}, [%6] \n"// r1 "add %6, %6, #16 \n" "fmla v6.4s, v8.4s, %18.s[2] \n" "fmla v7.4s, v8.4s, %21.s[2] \n" "fmla v12.4s, v9.4s, %20.s[1] \n" "fmla v13.4s, v9.4s, %23.s[1] \n" "ext v10.16b, v14.16b, v15.16b, #4 \n" "fmla v6.4s, v14.4s, %19.s[0] \n" "fmla v7.4s, v14.4s, %22.s[0] \n" "fmla v12.4s, v14.4s, %18.s[0] \n" "fmla v13.4s, v14.4s, %21.s[0] \n" "ext v11.16b, v14.16b, v15.16b, #8 \n" "fmla v6.4s, v10.4s, %19.s[1] \n" "fmla v7.4s, v10.4s, %22.s[1] \n" "fmla v12.4s, v10.4s, %18.s[1] \n" "fmla v13.4s, v10.4s, %21.s[1] \n" "prfm pldl1keep, [%7, #256] \n" "ld1 {v8.4s, v9.4s}, [%7] \n"// r2 "add %7, %7, #16 \n" "fmla v6.4s, v11.4s, %19.s[2] \n" "fmla v7.4s, v11.4s, %22.s[2] \n" "fmla v12.4s, v11.4s, %18.s[2] \n" "fmla v13.4s, v11.4s, %21.s[2] \n" "ext v10.16b, v8.16b, v9.16b, #4 \n" "fmla v6.4s, v8.4s, %20.s[0] \n" "fmla v7.4s, v8.4s, %23.s[0] \n" "fmla v12.4s, v8.4s, %19.s[0] \n" "fmla v13.4s, v8.4s, %22.s[0] \n" "ext v11.16b, v8.16b, v9.16b, #8 \n" "fmla v6.4s, v10.4s, %20.s[1] \n" "fmla v7.4s, v10.4s, %23.s[1] \n" "fmla v12.4s, v10.4s, %19.s[1] \n" "fmla v13.4s, v10.4s, %22.s[1] \n" "prfm pldl1keep, [%5, #256] \n" "ld1 {v8.4s, v9.4s}, [%5] \n"// r0 "add %5, %5, #16 \n" "fmla v6.4s, v11.4s, %20.s[2] \n" "fmla v7.4s, v11.4s, %23.s[2] \n" "fmla v12.4s, v11.4s, %19.s[2] \n" "fmla v13.4s, v11.4s, %22.s[2] \n" "prfm pldl1keep, [%8, #256] \n" "ld1 {v14.4s, v15.4s}, [%8] \n"// r3 "add %8, %8, #16 \n" "ext v10.16b, v8.16b, v9.16b, #4 \n" "st1 {v6.4s}, [%1], #16 \n" "st1 {v7.4s}, [%2], #16 \n" "ext v11.16b, v14.16b, v15.16b, #8 \n" "st1 {v12.4s}, [%3], #16 \n" "st1 {v13.4s}, [%4], #16 \n" "subs %w0, %w0, #1 \n" "bne 0b \n" "sub %5, %5, #16 \n" "sub %8, %8, #16 \n" : "=r"(nn), // %0 "=r"(outptr0), // %1 "=r"(outptr1), // %2 "=r"(outptr0n), // %3 "=r"(outptr1n), // %4 "=r"(r0), // %5 "=r"(r1), // %6 "=r"(r2), // %7 "=r"(r3) // %8 : "0"(nn), "1"(outptr0), "2"(outptr1), "3"(outptr0n), "4"(outptr1n), "5"(r0), "6"(r1), "7"(r2), "8"(r3), "w"(_k00), // %18 "w"(_k03), // %19 "w"(_k06), // %20 "w"(_k10), // %21 "w"(_k13), // %22 "w"(_k16) // %23 : "cc", "memory", "v6", "v7", "v8", "v9", "v10", "v11", "v12", "v13", "v14", "v15" ); } #else if (nn > 0) { asm volatile( "pld [%5, #192] \n" "vld1.f32 {d16-d18}, [%5 :64] \n"// r0 "add %5, #16 \n" "pld [%8, #192] \n" "vld1.f32 {d28-d30}, [%8] \n"// r3 "add %8, #16 \n" "vext.32 q10, q8, q9, #1 \n" "vext.32 q11, q14, q15, #2 \n" "0: \n" "pld [%1, #128] \n" "vld1.f32 {d12-d13}, [%1 :64] \n"// _sum0 "pld [%2, #128] \n" "vld1.f32 {d14-d15}, [%2 :64] \n"// _sum1 "vmla.f32 q6, q8, %e18[0] \n" "vmla.f32 q7, q8, %e21[0] \n" "pld [%3, #128] \n" "vld1.f32 {d24-d25}, [%3] \n"// _sum0n "pld [%4, #128] \n" "vld1.f32 {d26-d27}, [%4] \n"// _sum1n "vmla.f32 q12, q14, %e20[0] \n" "vmla.f32 q13, q14, %e23[0] \n" "vext.32 q8, q8, q9, #2 \n" "vext.32 q9, q14, q15, #1 \n" "vmla.f32 q6, q10, %e18[1] \n" "vmla.f32 q7, q10, %e21[1] \n" "vmla.f32 q12, q11, %f20[0] \n" "vmla.f32 q13, q11, %f23[0] \n" "pld [%6, #192] \n" "vld1.f32 {d28-d30}, [%6] \n"// r1 "add %6, #16 \n" "vmla.f32 q6, q8, %f18[0] \n" "vmla.f32 q7, q8, %f21[0] \n" "vmla.f32 q12, q9, %e20[1] \n" "vmla.f32 q13, q9, %e23[1] \n" "vext.32 q10, q14, q15, #1 \n" "vmla.f32 q6, q14, %e19[0] \n" "vmla.f32 q7, q14, %e22[0] \n" "vmla.f32 q12, q14, %e18[0] \n" "vmla.f32 q13, q14, %e21[0] \n" "vext.32 q11, q14, q15, #2 \n" "vmla.f32 q6, q10, %e19[1] \n" "vmla.f32 q7, q10, %e22[1] \n" "vmla.f32 q12, q10, %e18[1] \n" "vmla.f32 q13, q10, %e21[1] \n" "pld [%7, #192] \n" "vld1.f32 {d16-d18}, [%7 :64] \n"// r2 "add %7, #16 \n" "vmla.f32 q6, q11, %f19[0] \n" "vmla.f32 q7, q11, %f22[0] \n" "vmla.f32 q12, q11, %f18[0] \n" "vmla.f32 q13, q11, %f21[0] \n" "vext.32 q10, q8, q9, #1 \n" "vmla.f32 q6, q8, %e20[0] \n" "vmla.f32 q7, q8, %e23[0] \n" "vmla.f32 q12, q8, %e19[0] \n" "vmla.f32 q13, q8, %e22[0] \n" "vext.32 q11, q8, q9, #2 \n" "vmla.f32 q6, q10, %e20[1] \n" "vmla.f32 q7, q10, %e23[1] \n" "vmla.f32 q12, q10, %e19[1] \n" "vmla.f32 q13, q10, %e22[1] \n" "pld [%5, #192] \n" "vld1.f32 {d16-d18}, [%5 :64] \n"// r0 "add %5, #16 \n" "vmla.f32 q6, q11, %f20[0] \n" "vmla.f32 q7, q11, %f23[0] \n" "vmla.f32 q12, q11, %f19[0] \n" "vmla.f32 q13, q11, %f22[0] \n" "pld [%8, #192] \n" "vld1.f32 {d28-d30}, [%8] \n"// r3 "add %8, #16 \n" "vext.32 q10, q8, q9, #1 \n" "vst1.f32 {d12-d13}, [%1 : 64]!\n" "vst1.f32 {d14-d15}, [%2 : 64]!\n" "vext.32 q11, q14, q15, #2 \n" "vst1.f32 {d24-d25}, [%3]! \n" "vst1.f32 {d26-d27}, [%4]! \n" "subs %0, #1 \n" "bne 0b \n" "sub %5, #16 \n" "sub %8, #16 \n" : "=r"(nn), // %0 "=r"(outptr0), // %1 "=r"(outptr1), // %2 "=r"(outptr0n), // %3 "=r"(outptr1n), // %4 "=r"(r0), // %5 "=r"(r1), // %6 "=r"(r2), // %7 "=r"(r3) // %8 : "0"(nn), "1"(outptr0), "2"(outptr1), "3"(outptr0n), "4"(outptr1n), "5"(r0), "6"(r1), "7"(r2), "8"(r3), "w"(_k00), // %18 "w"(_k03), // %19 "w"(_k06), // %20 "w"(_k10), // %21 "w"(_k13), // %22 "w"(_k16) // %23 : "cc", "memory", "q6", "q7", "q8", "q9", "q10", "q11", "q12", "q13", "q14", "q15" ); } #endif // __aarch64__ #endif // __ARM_NEON for (; remain>0; remain--) { #if __ARM_NEON float32x4_t _r00 = vld1q_f32(r0); float32x4_t _r10 = vld1q_f32(r1); float32x4_t _r20 = vld1q_f32(r2); float32x4_t _r30 = vld1q_f32(r3); float32x4_t _sum0 = vmulq_f32(_r00, _k00); float32x4_t _sum1 = vmulq_f32(_r00, _k10); _sum0 = vmlaq_f32(_sum0, _r10, _k03); _sum1 = vmlaq_f32(_sum1, _r10, _k13); _sum0 = vmlaq_f32(_sum0, _r20, _k06); _sum1 = vmlaq_f32(_sum1, _r20, _k16); float32x4_t _sum0n = vmulq_f32(_r10, _k00); float32x4_t _sum1n = vmulq_f32(_r10, _k10); _sum0n = vmlaq_f32(_sum0n, _r20, _k03); _sum1n = vmlaq_f32(_sum1n, _r20, _k13); _sum0n = vmlaq_f32(_sum0n, _r30, _k06); _sum1n = vmlaq_f32(_sum1n, _r30, _k16); _sum0 = vsetq_lane_f32(*outptr0, _sum0, 3); _sum1 = vsetq_lane_f32(*outptr1, _sum1, 3); _sum0n = vsetq_lane_f32(*outptr0n, _sum0n, 3); _sum1n = vsetq_lane_f32(*outptr1n, _sum1n, 3); #if __aarch64__ *outptr0 = vaddvq_f32(_sum0); *outptr1 = vaddvq_f32(_sum1); *outptr0n = vaddvq_f32(_sum0n); *outptr1n = vaddvq_f32(_sum1n); #else float32x2_t _ss0 = vadd_f32(vget_low_f32(_sum0), vget_high_f32(_sum0)); float32x2_t _ss1 = vadd_f32(vget_low_f32(_sum1), vget_high_f32(_sum1)); float32x2_t _ss0n = vadd_f32(vget_low_f32(_sum0n), vget_high_f32(_sum0n)); float32x2_t _ss1n = vadd_f32(vget_low_f32(_sum1n), vget_high_f32(_sum1n)); float32x2_t _ss01 = vpadd_f32(_ss0, _ss1); float32x2_t _ss01n = vpadd_f32(_ss0n, _ss1n); *outptr0 = vget_lane_f32(_ss01, 0); *outptr1 = vget_lane_f32(_ss01, 1); *outptr0n = vget_lane_f32(_ss01n, 0); *outptr1n = vget_lane_f32(_ss01n, 1); #endif // __aarch64__ #else float sum0 = 0.f; float sum0n = 0.f; float sum1 = 0.f; float sum1n = 0.f; sum0 += r0[0] * k0[0]; sum0 += r0[1] * k0[1]; sum0 += r0[2] * k0[2]; sum0 += r1[0] * k0[3]; sum0 += r1[1] * k0[4]; sum0 += r1[2] * k0[5]; sum0 += r2[0] * k0[6]; sum0 += r2[1] * k0[7]; sum0 += r2[2] * k0[8]; sum1 += r0[0] * k1[0]; sum1 += r0[1] * k1[1]; sum1 += r0[2] * k1[2]; sum1 += r1[0] * k1[3]; sum1 += r1[1] * k1[4]; sum1 += r1[2] * k1[5]; sum1 += r2[0] * k1[6]; sum1 += r2[1] * k1[7]; sum1 += r2[2] * k1[8]; sum0n += r1[0] * k0[0]; sum0n += r1[1] * k0[1]; sum0n += r1[2] * k0[2]; sum0n += r2[0] * k0[3]; sum0n += r2[1] * k0[4]; sum0n += r2[2] * k0[5]; sum0n += r3[0] * k0[6]; sum0n += r3[1] * k0[7]; sum0n += r3[2] * k0[8]; sum1n += r1[0] * k1[0]; sum1n += r1[1] * k1[1]; sum1n += r1[2] * k1[2]; sum1n += r2[0] * k1[3]; sum1n += r2[1] * k1[4]; sum1n += r2[2] * k1[5]; sum1n += r3[0] * k1[6]; sum1n += r3[1] * k1[7]; sum1n += r3[2] * k1[8]; *outptr0 += sum0; *outptr1 += sum1; *outptr0n += sum0n; *outptr1n += sum1n; #endif // __ARM_NEON r0++; r1++; r2++; r3++; outptr0++; outptr1++; outptr0n++; outptr1n++; } r0 += 2 + w; r1 += 2 + w; r2 += 2 + w; r3 += 2 + w; outptr0 += outw; outptr1 += outw; outptr0n += outw; outptr1n += outw; } for (; i < outh; i++) { #if __ARM_NEON int nn = outw >> 2; int remain = outw & 3; #else int remain = outw; #endif // __ARM_NEON #if __ARM_NEON #if __aarch64__ if (nn > 0) { asm volatile( "0: \n" "prfm pldl1keep, [%3, #256] \n" "ld1 {v8.4s, v9.4s}, [%3] \n"// r0 "add %3, %3, #16 \n" "prfm pldl1keep, [%1, #128] \n" "ld1 {v6.4s}, [%1] \n"// _sum0 "prfm pldl1keep, [%2, #128] \n" "ld1 {v7.4s}, [%2] \n"// _sum1 "fmul v14.4s, v8.4s, %12.s[0] \n" "fmul v15.4s, v8.4s, %15.s[0] \n" "ext v10.16b, v8.16b, v9.16b, #4 \n" "ext v11.16b, v8.16b, v9.16b, #8 \n" "fmla v6.4s, v10.4s, %12.s[1] \n" "fmla v7.4s, v10.4s, %15.s[1] \n" "prfm pldl1keep, [%4, #256] \n" "ld1 {v8.4s, v9.4s}, [%4] \n"// r1 "add %4, %4, #16 \n" "fmla v14.4s, v11.4s, %12.s[2] \n" "fmla v15.4s, v11.4s, %15.s[2] \n" "fmla v6.4s, v8.4s, %13.s[0] \n" "fmla v7.4s, v8.4s, %16.s[0] \n" "ext v10.16b, v8.16b, v9.16b, #4 \n" "ext v11.16b, v8.16b, v9.16b, #8 \n" "fmla v14.4s, v10.4s, %13.s[1] \n" "fmla v15.4s, v10.4s, %16.s[1] \n" "prfm pldl1keep, [%5, #256] \n" "ld1 {v8.4s, v9.4s}, [%5] \n"// r2 "add %5, %5, #16 \n" "fmla v6.4s, v11.4s, %13.s[2] \n" "fmla v7.4s, v11.4s, %16.s[2] \n" "fmla v14.4s, v8.4s, %14.s[0] \n" "fmla v15.4s, v8.4s, %17.s[0] \n" "ext v10.16b, v8.16b, v9.16b, #4 \n" "ext v11.16b, v8.16b, v9.16b, #8 \n" "fmla v6.4s, v10.4s, %14.s[1] \n" "fmla v7.4s, v10.4s, %17.s[1] \n" "fmla v14.4s, v11.4s, %14.s[2] \n" "fmla v15.4s, v11.4s, %17.s[2] \n" "fadd v6.4s, v6.4s, v14.4s \n" "fadd v7.4s, v7.4s, v15.4s \n" "st1 {v6.4s}, [%1], #16 \n" "st1 {v7.4s}, [%2], #16 \n" "subs %w0, %w0, #1 \n" "bne 0b \n" : "=r"(nn), // %0 "=r"(outptr0), // %1 "=r"(outptr1), // %2 "=r"(r0), // %3 "=r"(r1), // %4 "=r"(r2) // %5 : "0"(nn), "1"(outptr0), "2"(outptr1), "3"(r0), "4"(r1), "5"(r2), "w"(_k00), // %12 "w"(_k03), // %13 "w"(_k06), // %14 "w"(_k10), // %15 "w"(_k13), // %16 "w"(_k16) // %17 : "cc", "memory", "v6", "v7", "v8", "v9", "v10", "v11", "v12", "v13", "v14", "v15" ); } #else if (nn > 0) { asm volatile( "0: \n" "pld [%3, #192] \n" "vld1.f32 {d16-d18}, [%3] \n"// r0 "add %3, #16 \n" "pld [%1, #128] \n" "vld1.f32 {d12-d13}, [%1] \n"// _sum0 "pld [%2, #128] \n" "vld1.f32 {d14-d15}, [%2] \n"// _sum1 "vmul.f32 q14, q8, %e12[0] \n" "vmul.f32 q15, q8, %e15[0] \n" "vext.32 q10, q8, q9, #1 \n" "vext.32 q11, q8, q9, #2 \n" "vmla.f32 q6, q10, %e12[1] \n" "vmla.f32 q7, q10, %e15[1] \n" "pld [%4, #192] \n" "vld1.f32 {d16-d18}, [%4] \n"// r1 "add %4, #16 \n" "vmla.f32 q14, q11, %f12[0] \n" "vmla.f32 q15, q11, %f15[0] \n" "vmla.f32 q6, q8, %e13[0] \n" "vmla.f32 q7, q8, %e16[0] \n" "vext.32 q10, q8, q9, #1 \n" "vext.32 q11, q8, q9, #2 \n" "vmla.f32 q14, q10, %e13[1] \n" "vmla.f32 q15, q10, %e16[1] \n" "pld [%5, #192] \n" "vld1.f32 {d16-d18}, [%5] \n"// r2 "add %5, #16 \n" "vmla.f32 q6, q11, %f13[0] \n" "vmla.f32 q7, q11, %f16[0] \n" "vmla.f32 q14, q8, %e14[0] \n" "vmla.f32 q15, q8, %e17[0] \n" "vext.32 q10, q8, q9, #1 \n" "vext.32 q11, q8, q9, #2 \n" "vmla.f32 q6, q10, %e14[1] \n" "vmla.f32 q7, q10, %e17[1] \n" "vmla.f32 q14, q11, %f14[0] \n" "vmla.f32 q15, q11, %f17[0] \n" "vadd.f32 q6, q6, q14 \n" "vadd.f32 q7, q7, q15 \n" "vst1.f32 {d12-d13}, [%1]! \n" "vst1.f32 {d14-d15}, [%2]! \n" "subs %0, #1 \n" "bne 0b \n" : "=r"(nn), // %0 "=r"(outptr0), // %1 "=r"(outptr1), // %2 "=r"(r0), // %3 "=r"(r1), // %4 "=r"(r2) // %5 : "0"(nn), "1"(outptr0), "2"(outptr1), "3"(r0), "4"(r1), "5"(r2), "w"(_k00), // %12 "w"(_k03), // %13 "w"(_k06), // %14 "w"(_k10), // %15 "w"(_k13), // %16 "w"(_k16) // %17 : "cc", "memory", "q6", "q7", "q8", "q9", "q10", "q11", "q12", "q13", "q14", "q15" ); } #endif // __aarch64__ #endif // __ARM_NEON for (; remain>0; remain--) { #if __ARM_NEON float32x4_t _r00 = vld1q_f32(r0); float32x4_t _r10 = vld1q_f32(r1); float32x4_t _r20 = vld1q_f32(r2); float32x4_t _sum0 = vmulq_f32(_r00, _k00); float32x4_t _sum1 = vmulq_f32(_r00, _k10); _sum0 = vmlaq_f32(_sum0, _r10, _k03); _sum1 = vmlaq_f32(_sum1, _r10, _k13); _sum0 = vmlaq_f32(_sum0, _r20, _k06); _sum1 = vmlaq_f32(_sum1, _r20, _k16); _sum0 = vsetq_lane_f32(*outptr0, _sum0, 3); _sum1 = vsetq_lane_f32(*outptr1, _sum1, 3); #if __aarch64__ *outptr0 = vaddvq_f32(_sum0); *outptr1 = vaddvq_f32(_sum1); #else float32x2_t _ss0 = vadd_f32(vget_low_f32(_sum0), vget_high_f32(_sum0)); float32x2_t _ss1 = vadd_f32(vget_low_f32(_sum1), vget_high_f32(_sum1)); float32x2_t _ss01 = vpadd_f32(_ss0, _ss1); *outptr0 = vget_lane_f32(_ss01, 0); *outptr1 = vget_lane_f32(_ss01, 1); #endif // __aarch64__ #else float sum0 = 0.f; float sum1 = 0.f; sum0 += r0[0] * k0[0]; sum0 += r0[1] * k0[1]; sum0 += r0[2] * k0[2]; sum0 += r1[0] * k0[3]; sum0 += r1[1] * k0[4]; sum0 += r1[2] * k0[5]; sum0 += r2[0] * k0[6]; sum0 += r2[1] * k0[7]; sum0 += r2[2] * k0[8]; sum1 += r0[0] * k1[0]; sum1 += r0[1] * k1[1]; sum1 += r0[2] * k1[2]; sum1 += r1[0] * k1[3]; sum1 += r1[1] * k1[4]; sum1 += r1[2] * k1[5]; sum1 += r2[0] * k1[6]; sum1 += r2[1] * k1[7]; sum1 += r2[2] * k1[8]; *outptr0 += sum0; *outptr1 += sum1; #endif // __ARM_NEON r0++; r1++; r2++; outptr0++; outptr1++; } r0 += 2; r1 += 2; r2 += 2; } k0 += 9; k1 += 9; } } #pragma omp parallel for num_threads(opt.num_threads) for (int p=remain_outch_start; p<outch; p++) { Mat out = top_blob.channel(p); const float bias0 = bias ? bias[p] : 0.f; out.fill(bias0); const float* kernel0 = kernel + p*inch*9; for (int q=0; q<inch; q++) { float* outptr = out; float* outptr2 = outptr + outw; const float* img0 = bottom_blob.channel(q); const float* r0 = img0; const float* r1 = img0 + w; const float* r2 = img0 + w*2; const float* r3 = img0 + w*3; #if __ARM_NEON float32x4_t _k0123 = vld1q_f32(kernel0); float32x4_t _k3456 = vld1q_f32(kernel0+3); float32x4_t _k6789 = vld1q_f32(kernel0+6); #else const float* k0 = kernel0; const float* k1 = kernel0 + 3; const float* k2 = kernel0 + 6; #endif // __ARM_NEON int i = 0; for (; i+1 < outh; i+=2) { #if __ARM_NEON int nn = outw >> 2; int remain = outw & 3; #else int remain = outw; #endif // __ARM_NEON #if __ARM_NEON #if __aarch64__ if (nn > 0) { asm volatile( "prfm pldl1keep, [%3, #256] \n" "ld1 {v9.4s, v10.4s}, [%3] \n"// r0 "add %3, %3, #16 \n" "ext v11.16b, v9.16b, v10.16b, #4 \n" "ext v12.16b, v9.16b, v10.16b, #8 \n" "0: \n" "prfm pldl1keep, [%1, #128] \n" "ld1 {v7.4s}, [%1] \n"// _sum "fmla v7.4s, v9.4s, %14.s[0] \n" "fmul v6.4s, v11.4s, %14.s[1] \n" "fmul v13.4s, v12.4s, %14.s[2] \n" "prfm pldl1keep, [%4, #256] \n" "ld1 {v9.4s, v10.4s}, [%4] \n"// r1 "add %4, %4, #16 \n" "fmla v7.4s, v9.4s, %15.s[0] \n" "ext v11.16b, v9.16b, v10.16b, #4 \n" "ext v12.16b, v9.16b, v10.16b, #8 \n" "fmla v6.4s, v11.4s, %15.s[1] \n" "fmla v13.4s, v12.4s, %15.s[2] \n" "prfm pldl1keep, [%2, #128] \n" "ld1 {v8.4s}, [%2] \n"// _sum2 "fmla v8.4s, v9.4s, %14.s[0] \n" "fmul v14.4s, v11.4s, %14.s[1] \n" "fmul v15.4s, v12.4s, %14.s[2] \n" "prfm pldl1keep, [%5, #256] \n" "ld1 {v9.4s, v10.4s}, [%5] \n"// r2 "add %5, %5, #16 \n" "fmla v7.4s, v9.4s, %16.s[0] \n" "ext v11.16b, v9.16b, v10.16b, #4 \n" "ext v12.16b, v9.16b, v10.16b, #8 \n" "fmla v6.4s, v11.4s, %16.s[1] \n" "fmla v13.4s, v12.4s, %16.s[2] \n" "fmla v8.4s, v9.4s, %15.s[0] \n" "fmla v14.4s, v11.4s, %15.s[1] \n" "fmla v15.4s, v12.4s, %15.s[2] \n" "prfm pldl1keep, [%6, #256] \n" "ld1 {v9.4s, v10.4s}, [%6] \n"// r3 "add %6, %6, #16 \n" "fmla v8.4s, v9.4s, %16.s[0] \n" "ext v11.16b, v9.16b, v10.16b, #4 \n" "ext v12.16b, v9.16b, v10.16b, #8 \n" "fmla v14.4s, v11.4s, %16.s[1] \n" "fmla v15.4s, v12.4s, %16.s[2] \n" "fadd v7.4s, v7.4s, v6.4s \n" "prfm pldl1keep, [%3, #256] \n" "ld1 {v9.4s, v10.4s}, [%3] \n"// r0 "fadd v8.4s, v8.4s, v14.4s \n" "fadd v7.4s, v7.4s, v13.4s \n" "fadd v8.4s, v8.4s, v15.4s \n" "ext v11.16b, v9.16b, v10.16b, #4 \n" "ext v12.16b, v9.16b, v10.16b, #8 \n" "add %3, %3, #16 \n" "st1 {v7.4s}, [%1], #16 \n" "st1 {v8.4s}, [%2], #16 \n" "subs %w0, %w0, #1 \n" "bne 0b \n" "sub %3, %3, #16 \n" : "=r"(nn), // %0 "=r"(outptr), // %1 "=r"(outptr2), // %2 "=r"(r0), // %3 "=r"(r1), // %4 "=r"(r2), // %5 "=r"(r3) // %6 : "0"(nn), "1"(outptr), "2"(outptr2), "3"(r0), "4"(r1), "5"(r2), "6"(r3), "w"(_k0123), // %14 "w"(_k3456), // %15 "w"(_k6789) // %16 : "cc", "memory", "v6", "v7", "v8", "v9", "v10", "v11", "v12", "v13", "v14", "v15" ); } #else if (nn > 0) { asm volatile( "pld [%3, #192] \n" "vld1.f32 {d18-d20}, [%3 :64] \n"// r0 "add %3, #16 \n" "vext.32 q11, q9, q10, #1 \n" "vext.32 q12, q9, q10, #2 \n" "0: \n" "pld [%1, #128] \n" "vld1.f32 {d14-d15}, [%1 :64] \n"// _sum "vmla.f32 q7, q9, %e14[0] \n" "vmul.f32 q6, q11, %e14[1] \n" "vmul.f32 q13, q12, %f14[0] \n" "pld [%4, #192] \n" "vld1.f32 {d18-d20}, [%4] \n"// r1 "add %4, #16 \n" "vmla.f32 q7, q9, %e15[0] \n" "vext.32 q11, q9, q10, #1 \n" "vext.32 q12, q9, q10, #2 \n" "vmla.f32 q6, q11, %e15[1] \n" "vmla.f32 q13, q12, %f15[0] \n" "pld [%2, #128] \n" "vld1.f32 {d16-d17}, [%2] \n"// _sum2 "vmla.f32 q8, q9, %e14[0] \n" "vmul.f32 q14, q11, %e14[1] \n" "vmul.f32 q15, q12, %f14[0] \n" "pld [%5, #192] \n" "vld1.f32 {d18-d20}, [%5 :64] \n"// r2 "add %5, #16 \n" "vmla.f32 q7, q9, %e16[0] \n" "vext.32 q11, q9, q10, #1 \n" "vext.32 q12, q9, q10, #2 \n" "vmla.f32 q6, q11, %e16[1] \n" "vmla.f32 q13, q12, %f16[0] \n" "vmla.f32 q8, q9, %e15[0] \n" "vmla.f32 q14, q11, %e15[1] \n" "vmla.f32 q15, q12, %f15[0] \n" "pld [%6, #192] \n" "vld1.f32 {d18-d20}, [%6] \n"// r3 "add %6, #16 \n" "vmla.f32 q8, q9, %e16[0] \n" "vext.32 q11, q9, q10, #1 \n" "vext.32 q12, q9, q10, #2 \n" "vmla.f32 q14, q11, %e16[1] \n" "vmla.f32 q15, q12, %f16[0] \n" "vadd.f32 q7, q7, q6 \n" "pld [%3, #192] \n" "vld1.f32 {d18-d20}, [%3 :64] \n"// r0 "vadd.f32 q8, q8, q14 \n" "vadd.f32 q7, q7, q13 \n" "vadd.f32 q8, q8, q15 \n" "vext.32 q11, q9, q10, #1 \n" "vext.32 q12, q9, q10, #2 \n" "add %3, #16 \n" "vst1.f32 {d14-d15}, [%1]! \n" "vst1.f32 {d16-d17}, [%2]! \n" "subs %0, #1 \n" "bne 0b \n" "sub %3, #16 \n" : "=r"(nn), // %0 "=r"(outptr), // %1 "=r"(outptr2), // %2 "=r"(r0), // %3 "=r"(r1), // %4 "=r"(r2), // %5 "=r"(r3) // %6 : "0"(nn), "1"(outptr), "2"(outptr2), "3"(r0), "4"(r1), "5"(r2), "6"(r3), "w"(_k0123), // %14 "w"(_k3456), // %15 "w"(_k6789) // %16 : "cc", "memory", "q6", "q7", "q8", "q9", "q10", "q11", "q12", "q13", "q14", "q15" ); } #endif // __aarch64__ #endif // __ARM_NEON for (; remain>0; remain--) { #if __ARM_NEON float32x4_t _r00 = vld1q_f32(r0); float32x4_t _r10 = vld1q_f32(r1); float32x4_t _r20 = vld1q_f32(r2); float32x4_t _r30 = vld1q_f32(r3); float32x4_t _sum = vmulq_f32(_r00, _k0123); _sum = vmlaq_f32(_sum, _r10, _k3456); _sum = vmlaq_f32(_sum, _r20, _k6789); float32x4_t _sum2 = vmulq_f32(_r10, _k0123); _sum2 = vmlaq_f32(_sum2, _r20, _k3456); _sum2 = vmlaq_f32(_sum2, _r30, _k6789); _sum = vsetq_lane_f32(*outptr, _sum, 3); _sum2 = vsetq_lane_f32(*outptr2, _sum2, 3); #if __aarch64__ *outptr = vaddvq_f32(_sum); *outptr2 = vaddvq_f32(_sum2); #else float32x2_t _ss = vadd_f32(vget_low_f32(_sum), vget_high_f32(_sum)); float32x2_t _ss2 = vadd_f32(vget_low_f32(_sum2), vget_high_f32(_sum2)); float32x2_t _sss2 = vpadd_f32(_ss, _ss2); *outptr = vget_lane_f32(_sss2, 0); *outptr2 = vget_lane_f32(_sss2, 1); #endif // __aarch64__ #else float sum = 0; float sum2 = 0; sum += r0[0] * k0[0]; sum += r0[1] * k0[1]; sum += r0[2] * k0[2]; sum += r1[0] * k1[0]; sum += r1[1] * k1[1]; sum += r1[2] * k1[2]; sum += r2[0] * k2[0]; sum += r2[1] * k2[1]; sum += r2[2] * k2[2]; sum2 += r1[0] * k0[0]; sum2 += r1[1] * k0[1]; sum2 += r1[2] * k0[2]; sum2 += r2[0] * k1[0]; sum2 += r2[1] * k1[1]; sum2 += r2[2] * k1[2]; sum2 += r3[0] * k2[0]; sum2 += r3[1] * k2[1]; sum2 += r3[2] * k2[2]; *outptr += sum; *outptr2 += sum2; #endif r0++; r1++; r2++; r3++; outptr++; outptr2++; } r0 += 2 + w; r1 += 2 + w; r2 += 2 + w; r3 += 2 + w; outptr += outw; outptr2 += outw; } for (; i < outh; i++) { #if __ARM_NEON int nn = outw >> 2; int remain = outw & 3; #else int remain = outw; #endif // __ARM_NEON #if __ARM_NEON #if __aarch64__ if (nn > 0) { asm volatile( "prfm pldl1keep, [%2, #256] \n" "ld1 {v8.4s, v9.4s}, [%2] \n"// r0 "add %2, %2, #16 \n" "ext v10.16b, v8.16b, v9.16b, #4 \n" "ext v11.16b, v8.16b, v9.16b, #8 \n" "0: \n" "prfm pldl1keep, [%1, #128] \n" "ld1 {v7.4s}, [%1] \n"// _sum "fmla v7.4s, v8.4s, %10.s[0] \n" "fmul v13.4s, v10.4s, %10.s[1] \n" "fmul v14.4s, v11.4s, %10.s[2] \n" "prfm pldl1keep, [%3, #256] \n" "ld1 {v8.4s, v9.4s}, [%3] \n"// r1 "add %3, %3, #16 \n" "fmla v7.4s, v8.4s, %11.s[0] \n" "ext v10.16b, v8.16b, v9.16b, #4 \n" "ext v11.16b, v8.16b, v9.16b, #8 \n" "fmla v13.4s, v10.4s, %11.s[1] \n" "fmla v14.4s, v11.4s, %11.s[2] \n" "prfm pldl1keep, [%4, #256] \n" "ld1 {v8.4s, v9.4s}, [%4] \n"// r2 "add %4, %4, #16 \n" "fmla v7.4s, v8.4s, %12.s[0] \n" "ext v10.16b, v8.16b, v9.16b, #4 \n" "ext v11.16b, v8.16b, v9.16b, #8 \n" "fmla v13.4s, v10.4s, %12.s[1] \n" "fmla v14.4s, v11.4s, %12.s[2] \n" "prfm pldl1keep, [%2, #256] \n" "ld1 {v8.4s, v9.4s}, [%2] \n"// r0 "add %2, %2, #16 \n" "fadd v7.4s, v7.4s, v13.4s \n" "fadd v7.4s, v7.4s, v14.4s \n" "ext v10.16b, v8.16b, v9.16b, #4 \n" "ext v11.16b, v8.16b, v9.16b, #8 \n" "st1 {v7.4s}, [%1], #16 \n" "subs %w0, %w0, #1 \n" "bne 0b \n" "sub %2, %2, #16 \n" : "=r"(nn), // %0 "=r"(outptr), // %1 "=r"(r0), // %2 "=r"(r1), // %3 "=r"(r2) // %4 : "0"(nn), "1"(outptr), "2"(r0), "3"(r1), "4"(r2), "w"(_k0123), // %10 "w"(_k3456), // %11 "w"(_k6789) // %12 : "cc", "memory", "v7", "v8", "v9", "v10", "v11", "v12", "v13", "v14", "v15" ); } #else if (nn > 0) { asm volatile( "pld [%2, #192] \n" "vld1.f32 {d16-d18}, [%2] \n"// r0 "add %2, #16 \n" "vext.32 q10, q8, q9, #1 \n" "vext.32 q11, q8, q9, #2 \n" "0: \n" "pld [%1, #128] \n" "vld1.f32 {d14-d15}, [%1] \n"// _sum "vmla.f32 q7, q8, %e10[0] \n" "vmul.f32 q13, q10, %e10[1] \n" "vmul.f32 q14, q11, %f10[0] \n" "pld [%3, #192] \n" "vld1.f32 {d16-d18}, [%3] \n"// r1 "add %3, #16 \n" "vmla.f32 q7, q8, %e11[0] \n" "vext.32 q10, q8, q9, #1 \n" "vext.32 q11, q8, q9, #2 \n" "vmla.f32 q13, q10, %e11[1] \n" "vmla.f32 q14, q11, %f11[0] \n" "pld [%4, #192] \n" "vld1.f32 {d16-d18}, [%4] \n"// r2 "add %4, #16 \n" "vmla.f32 q7, q8, %e12[0] \n" "vext.32 q10, q8, q9, #1 \n" "vext.32 q11, q8, q9, #2 \n" "vmla.f32 q13, q10, %e12[1] \n" "vmla.f32 q14, q11, %f12[0] \n" "pld [%2, #192] \n" "vld1.f32 {d16-d18}, [%2] \n"// r0 "add %2, #16 \n" "vadd.f32 q7, q7, q13 \n" "vadd.f32 q7, q7, q14 \n" "vext.32 q10, q8, q9, #1 \n" "vext.32 q11, q8, q9, #2 \n" "vst1.f32 {d14-d15}, [%1]! \n" "subs %0, #1 \n" "bne 0b \n" "sub %2, #16 \n" : "=r"(nn), // %0 "=r"(outptr), // %1 "=r"(r0), // %2 "=r"(r1), // %3 "=r"(r2) // %4 : "0"(nn), "1"(outptr), "2"(r0), "3"(r1), "4"(r2), "w"(_k0123), // %10 "w"(_k3456), // %11 "w"(_k6789) // %12 : "cc", "memory", "q7", "q8", "q9", "q10", "q11", "q12", "q13", "q14", "q15" ); } #endif // __aarch64__ #endif // __ARM_NEON for (; remain>0; remain--) { #if __ARM_NEON float32x4_t _r00 = vld1q_f32(r0); float32x4_t _r10 = vld1q_f32(r1); float32x4_t _r20 = vld1q_f32(r2); float32x4_t _sum = vmulq_f32(_r00, _k0123); _sum = vmlaq_f32(_sum, _r10, _k3456); _sum = vmlaq_f32(_sum, _r20, _k6789); _sum = vsetq_lane_f32(*outptr, _sum, 3); #if __aarch64__ *outptr = vaddvq_f32(_sum); #else float32x2_t _ss = vadd_f32(vget_low_f32(_sum), vget_high_f32(_sum)); _ss = vpadd_f32(_ss, _ss); *outptr = vget_lane_f32(_ss, 0); #endif // __aarch64__ #else float sum = 0; sum += r0[0] * k0[0]; sum += r0[1] * k0[1]; sum += r0[2] * k0[2]; sum += r1[0] * k1[0]; sum += r1[1] * k1[1]; sum += r1[2] * k1[2]; sum += r2[0] * k2[0]; sum += r2[1] * k2[1]; sum += r2[2] * k2[2]; *outptr += sum; #endif r0++; r1++; r2++; outptr++; } r0 += 2; r1 += 2; r2 += 2; } kernel0 += 9; } } } static void conv3x3s1_winograd64_transform_kernel_neon(const Mat& kernel, Mat& kernel_tm, int inch, int outch) { kernel_tm.create(8*8, inch, outch); const float ktm[8][3] = { { 1.0f, 0.0f, 0.0f}, {-2.0f/9, -2.0f/9, -2.0f/9}, {-2.0f/9, 2.0f/9, -2.0f/9}, {1.0f/90, 1.0f/45, 2.0f/45}, {1.0f/90, -1.0f/45, 2.0f/45}, {1.0f/45, 1.0f/90, 1.0f/180}, {1.0f/45, -1.0f/90, 1.0f/180}, { 0.0f, 0.0f, 1.0f} }; #pragma omp parallel for for (int p = 0; p<outch; p++) { for (int q = 0; q<inch; q++) { const float* kernel0 = (const float*)kernel + p*inch * 9 + q * 9; float* kernel_tm0 = kernel_tm.channel(p).row(q); // transform kernel, transposed const float* k0 = kernel0; const float* k1 = kernel0 + 3; const float* k2 = kernel0 + 6; // h float tmp[8][3]; for (int i=0; i<8; i++) { tmp[i][0] = k0[0] * ktm[i][0] + k0[1] * ktm[i][1] + k0[2] * ktm[i][2]; tmp[i][1] = k1[0] * ktm[i][0] + k1[1] * ktm[i][1] + k1[2] * ktm[i][2]; tmp[i][2] = k2[0] * ktm[i][0] + k2[1] * ktm[i][1] + k2[2] * ktm[i][2]; } // v for (int j=0; j<8; j++) { float* tmpp = &tmp[j][0]; for (int i=0; i<8; i++) { kernel_tm0[j*8 + i] = tmpp[0] * ktm[i][0] + tmpp[1] * ktm[i][1] + tmpp[2] * ktm[i][2]; } } } } // optimized layout for winograd4 // interleave weights int nn_outch = outch >> 2; int remain_outch_start = nn_outch << 2; Mat kernel_tm2(8*8 * inch * 4, 1, nn_outch + (outch % 4 + 3) / 4); #pragma omp parallel for for (int pp=0; pp<nn_outch; pp++) { int p = pp * 4; float* ktm2 = kernel_tm2.channel(pp); const Mat kernel0_tm = kernel_tm.channel(p); const Mat kernel1_tm = kernel_tm.channel(p+1); const Mat kernel2_tm = kernel_tm.channel(p+2); const Mat kernel3_tm = kernel_tm.channel(p+3); int q=0; #if __ARM_NEON && __aarch64__ for (; q+3<inch; q+=4) { const float* k00 = kernel0_tm.row(q); const float* k01 = kernel0_tm.row(q+1); const float* k02 = kernel0_tm.row(q+2); const float* k03 = kernel0_tm.row(q+3); const float* k10 = kernel1_tm.row(q); const float* k11 = kernel1_tm.row(q+1); const float* k12 = kernel1_tm.row(q+2); const float* k13 = kernel1_tm.row(q+3); const float* k20 = kernel2_tm.row(q); const float* k21 = kernel2_tm.row(q+1); const float* k22 = kernel2_tm.row(q+2); const float* k23 = kernel2_tm.row(q+3); const float* k30 = kernel3_tm.row(q); const float* k31 = kernel3_tm.row(q+1); const float* k32 = kernel3_tm.row(q+2); const float* k33 = kernel3_tm.row(q+3); for (int r=0; r<16; r++) { // split into two asm blocks for gcc reject over 30 oprands :( asm volatile( "ld1 {v0.4s}, [%1], #16 \n" "ld1 {v1.4s}, [%2], #16 \n" "ld1 {v2.4s}, [%3], #16 \n" "ld1 {v3.4s}, [%4], #16 \n" "st1 {v0.4s, v1.4s, v2.4s, v3.4s}, [%0], #64 \n" "ld1 {v0.4s}, [%5], #16 \n" "ld1 {v1.4s}, [%6], #16 \n" "ld1 {v2.4s}, [%7], #16 \n" "ld1 {v3.4s}, [%8], #16 \n" "st1 {v0.4s, v1.4s, v2.4s, v3.4s}, [%0], #64 \n" : "=r"(ktm2), // %0 "=r"(k00), // %1 "=r"(k01), // %2 "=r"(k02), // %3 "=r"(k03), // %4 "=r"(k10), // %5 "=r"(k11), // %6 "=r"(k12), // %7 "=r"(k13) // %8 : "0"(ktm2), "1"(k00), "2"(k01), "3"(k02), "4"(k03), "5"(k10), "6"(k11), "7"(k12), "8"(k13) : "cc", "memory", "v0", "v1", "v2", "v3" ); asm volatile( "ld1 {v0.4s}, [%1], #16 \n" "ld1 {v1.4s}, [%2], #16 \n" "ld1 {v2.4s}, [%3], #16 \n" "ld1 {v3.4s}, [%4], #16 \n" "st1 {v0.4s, v1.4s, v2.4s, v3.4s}, [%0], #64 \n" "ld1 {v0.4s}, [%5], #16 \n" "ld1 {v1.4s}, [%6], #16 \n" "ld1 {v2.4s}, [%7], #16 \n" "ld1 {v3.4s}, [%8], #16 \n" "st1 {v0.4s, v1.4s, v2.4s, v3.4s}, [%0], #64 \n" : "=r"(ktm2), // %0 "=r"(k20), // %1 "=r"(k21), // %2 "=r"(k22), // %3 "=r"(k23), // %4 "=r"(k30), // %5 "=r"(k31), // %6 "=r"(k32), // %7 "=r"(k33) // %8 : "0"(ktm2), "1"(k20), "2"(k21), "3"(k22), "4"(k23), "5"(k30), "6"(k31), "7"(k32), "8"(k33) : "cc", "memory", "v0", "v1", "v2", "v3" ); } } #endif // __ARM_NEON && __aarch64__ for (; q+1<inch; q+=2) { const float* k00 = kernel0_tm.row(q); const float* k01 = kernel0_tm.row(q+1); const float* k10 = kernel1_tm.row(q); const float* k11 = kernel1_tm.row(q+1); const float* k20 = kernel2_tm.row(q); const float* k21 = kernel2_tm.row(q+1); const float* k30 = kernel3_tm.row(q); const float* k31 = kernel3_tm.row(q+1); for (int r=0; r<16; r++) { #if __ARM_NEON #if __aarch64__ asm volatile( "ld1 {v0.4s}, [%1], #16 \n" "ld1 {v1.4s}, [%2], #16 \n" "st1 {v0.4s, v1.4s}, [%0], #32 \n" "ld1 {v0.4s}, [%3], #16 \n" "ld1 {v1.4s}, [%4], #16 \n" "st1 {v0.4s, v1.4s}, [%0], #32 \n" "ld1 {v0.4s}, [%5], #16 \n" "ld1 {v1.4s}, [%6], #16 \n" "st1 {v0.4s, v1.4s}, [%0], #32 \n" "ld1 {v0.4s}, [%7], #16 \n" "ld1 {v1.4s}, [%8], #16 \n" "st1 {v0.4s, v1.4s}, [%0], #32 \n" : "=r"(ktm2), // %0 "=r"(k00), // %1 "=r"(k01), // %2 "=r"(k10), // %3 "=r"(k11), // %4 "=r"(k20), // %5 "=r"(k21), // %6 "=r"(k30), // %7 "=r"(k31) // %8 : "0"(ktm2), "1"(k00), "2"(k01), "3"(k10), "4"(k11), "5"(k20), "6"(k21), "7"(k30), "8"(k31) : "cc", "memory", "v0", "v1" ); #else asm volatile( "vld1.f32 {d0-d1}, [%1 :128]! \n" "vld1.f32 {d2-d3}, [%2 :128]! \n" "vst1.f32 {d0-d3}, [%0 :128]! \n" "vld1.f32 {d0-d1}, [%3 :128]! \n" "vld1.f32 {d2-d3}, [%4 :128]! \n" "vst1.f32 {d0-d3}, [%0 :128]! \n" "vld1.f32 {d0-d1}, [%5 :128]! \n" "vld1.f32 {d2-d3}, [%6 :128]! \n" "vst1.f32 {d0-d3}, [%0 :128]! \n" "vld1.f32 {d0-d1}, [%7 :128]! \n" "vld1.f32 {d2-d3}, [%8 :128]! \n" "vst1.f32 {d0-d3}, [%0 :128]! \n" : "=r"(ktm2), // %0 "=r"(k00), // %1 "=r"(k01), // %2 "=r"(k10), // %3 "=r"(k11), // %4 "=r"(k20), // %5 "=r"(k21), // %6 "=r"(k30), // %7 "=r"(k31) // %8 : "0"(ktm2), "1"(k00), "2"(k01), "3"(k10), "4"(k11), "5"(k20), "6"(k21), "7"(k30), "8"(k31) : "cc", "memory", "q0", "q1" ); #endif // __aarch64__ #else for (int m=0; m<4; m++) { ktm2[0 +m] = k00[m]; ktm2[4 +m] = k01[m]; ktm2[8 +m] = k10[m]; ktm2[12+m] = k11[m]; ktm2[16+m] = k20[m]; ktm2[20+m] = k21[m]; ktm2[24+m] = k30[m]; ktm2[28+m] = k31[m]; } k00 += 4; k01 += 4; k10 += 4; k11 += 4; k20 += 4; k21 += 4; k30 += 4; k31 += 4; ktm2 += 32; #endif // __ARM_NEON } } for (; q<inch; q++) { const float* k00 = kernel0_tm.row(q); const float* k10 = kernel1_tm.row(q); const float* k20 = kernel2_tm.row(q); const float* k30 = kernel3_tm.row(q); for (int r=0; r<16; r++) { #if __ARM_NEON #if __aarch64__ asm volatile( "ld1 {v0.4s}, [%1], #16 \n" "ld1 {v1.4s}, [%2], #16 \n" "st1 {v0.4s, v1.4s}, [%0], #32 \n" "ld1 {v0.4s}, [%3], #16 \n" "ld1 {v1.4s}, [%4], #16 \n" "st1 {v0.4s, v1.4s}, [%0], #32 \n" : "=r"(ktm2), // %0 "=r"(k00), // %1 "=r"(k10), // %2 "=r"(k20), // %3 "=r"(k30) // %4 : "0"(ktm2), "1"(k00), "2"(k10), "3"(k20), "4"(k30) : "cc", "memory", "v0", "v1" ); #else asm volatile( "vld1.f32 {d0-d1}, [%1 :128]! \n" "vld1.f32 {d2-d3}, [%2 :128]! \n" "vst1.f32 {d0-d3}, [%0 :128]! \n" "vld1.f32 {d0-d1}, [%3 :128]! \n" "vld1.f32 {d2-d3}, [%4 :128]! \n" "vst1.f32 {d0-d3}, [%0 :128]! \n" : "=r"(ktm2), // %0 "=r"(k00), // %1 "=r"(k10), // %2 "=r"(k20), // %3 "=r"(k30) // %4 : "0"(ktm2), "1"(k00), "2"(k10), "3"(k20), "4"(k30) : "cc", "memory", "q0", "q1" ); #endif // __aarch64__ #else for (int m=0; m<4; m++) { ktm2[0 +m] = k00[m]; ktm2[4 +m] = k10[m]; ktm2[8 +m] = k20[m]; ktm2[12+m] = k30[m]; } k00 += 4; k10 += 4; k20 += 4; k30 += 4; ktm2 += 16; #endif // __ARM_NEON } } } #pragma omp parallel for for (int p = remain_outch_start; p<outch; p++) { float* ktm2 = (float*)kernel_tm2.channel(nn_outch) + 8*8 * inch * (p-remain_outch_start); const Mat kernel0_tm = kernel_tm.channel(p); int q = 0; for (; q<inch; q++) { const float* k00 = kernel0_tm.row(q); for (int r=0; r<16; r++) { #if __ARM_NEON #if __aarch64__ asm volatile( "ld1 {v0.4s}, [%1], #16 \n" "st1 {v0.4s}, [%0], #16 \n" : "=r"(ktm2), // %0 "=r"(k00) // %1 : "0"(ktm2), "1"(k00) : "cc", "memory", "v0" ); #else asm volatile( "vld1.f32 {d0-d1}, [%1 :128]! \n" "vst1.f32 {d0-d1}, [%0 :128]! \n" : "=r"(ktm2), // %0 "=r"(k00) // %1 : "0"(ktm2), "1"(k00) : "cc", "memory", "q0" ); #endif // __aarch64__ #else for (int m=0; m<4; m++) { ktm2[m] = k00[m]; } k00 += 4; ktm2 += 4; #endif // __ARM_NEON } } } kernel_tm = kernel_tm2; } static void conv3x3s1_winograd64_transform_kernel_neon5(const Mat& kernel, Mat& kernel_tm, int inch, int outch) { kernel_tm.create(8*8, inch, outch); const float ktm[8][3] = { { 1.0f, 0.0f, 0.0f}, {-2.0f/9, -2.0f/9, -2.0f/9}, {-2.0f/9, 2.0f/9, -2.0f/9}, {1.0f/90, 1.0f/45, 2.0f/45}, {1.0f/90, -1.0f/45, 2.0f/45}, {1.0f/45, 1.0f/90, 1.0f/180}, {1.0f/45, -1.0f/90, 1.0f/180}, { 0.0f, 0.0f, 1.0f} }; #pragma omp parallel for for (int p = 0; p<outch; p++) { for (int q = 0; q<inch; q++) { const float* kernel0 = (const float*)kernel + p*inch * 9 + q * 9; float* kernel_tm0 = kernel_tm.channel(p).row(q); // transform kernel, transposed const float* k0 = kernel0; const float* k1 = kernel0 + 3; const float* k2 = kernel0 + 6; // h float tmp[8][3]; for (int i=0; i<8; i++) { tmp[i][0] = k0[0] * ktm[i][0] + k0[1] * ktm[i][1] + k0[2] * ktm[i][2]; tmp[i][1] = k1[0] * ktm[i][0] + k1[1] * ktm[i][1] + k1[2] * ktm[i][2]; tmp[i][2] = k2[0] * ktm[i][0] + k2[1] * ktm[i][1] + k2[2] * ktm[i][2]; } // v for (int j=0; j<8; j++) { float* tmpp = &tmp[j][0]; for (int i=0; i<8; i++) { kernel_tm0[j*8 + i] = tmpp[0] * ktm[i][0] + tmpp[1] * ktm[i][1] + tmpp[2] * ktm[i][2]; } } } } // optimized layout for winograd5 // interleave weights // Mat kernel_tm2(8*8, inch, outch); // Mat kernel_tm2(inch, 64, outch); #if __ARM_NEON && __aarch64__ Mat kernel_tm2(8*4*(inch/4) + 8*(inch%4), 64, outch/8 + (outch%8)/4 + outch%4); #else Mat kernel_tm2(4*4*(inch/4) + 4*(inch%4), 64, outch/4 + outch%4); #endif int p=0; #if __aarch64__ for (; p+7<outch; p+=8) { const Mat kernel0_tm = kernel_tm.channel(p); const Mat kernel1_tm = kernel_tm.channel(p+1); const Mat kernel2_tm = kernel_tm.channel(p+2); const Mat kernel3_tm = kernel_tm.channel(p+3); const Mat kernel4_tm = kernel_tm.channel(p+4); const Mat kernel5_tm = kernel_tm.channel(p+5); const Mat kernel6_tm = kernel_tm.channel(p+6); const Mat kernel7_tm = kernel_tm.channel(p+7); Mat ktm2 = kernel_tm2.channel(p/8); for (int r=0; r<64; r++) { float* ktm2p = ktm2.row(r); for (int q=0; q<inch; q++) { const float* ktm0_0 = kernel0_tm.row(q); const float* ktm1_0 = kernel1_tm.row(q); const float* ktm2_0 = kernel2_tm.row(q); const float* ktm3_0 = kernel3_tm.row(q); const float* ktm4_0 = kernel4_tm.row(q); const float* ktm5_0 = kernel5_tm.row(q); const float* ktm6_0 = kernel6_tm.row(q); const float* ktm7_0 = kernel7_tm.row(q); ktm2p[0] = ktm0_0[r]; ktm2p[1] = ktm1_0[r]; ktm2p[2] = ktm2_0[r]; ktm2p[3] = ktm3_0[r]; ktm2p[4] = ktm4_0[r]; ktm2p[5] = ktm5_0[r]; ktm2p[6] = ktm6_0[r]; ktm2p[7] = ktm7_0[r]; ktm2p += 8; } } } #endif // __aarch64__ for (; p+3<outch; p+=4) { const Mat kernel0_tm = kernel_tm.channel(p); const Mat kernel1_tm = kernel_tm.channel(p+1); const Mat kernel2_tm = kernel_tm.channel(p+2); const Mat kernel3_tm = kernel_tm.channel(p+3); #if __ARM_NEON && __aarch64__ Mat ktm2 = kernel_tm2.channel(p/8+(p%8)/4); #else Mat ktm2 = kernel_tm2.channel(p/4); #endif for (int r=0; r<64; r++) { float* ktm2p = ktm2.row(r); for (int q=0; q<inch; q++) { const float* ktm0_0 = kernel0_tm.row(q); const float* ktm1_0 = kernel1_tm.row(q); const float* ktm2_0 = kernel2_tm.row(q); const float* ktm3_0 = kernel3_tm.row(q); ktm2p[0] = ktm0_0[r]; ktm2p[1] = ktm1_0[r]; ktm2p[2] = ktm2_0[r]; ktm2p[3] = ktm3_0[r]; ktm2p += 4; } } } for (; p<outch; p++) { const Mat kernel0_tm = kernel_tm.channel(p); #if __ARM_NEON && __aarch64__ Mat ktm2 = kernel_tm2.channel(p/8+(p%8)/4+p%4); #else Mat ktm2 = kernel_tm2.channel(p/4+p%4); #endif for (int r=0; r<64; r++) { float* ktm2p = ktm2.row(r); for (int q=0; q<inch; q++) { const float* ktm0_0 = kernel0_tm.row(q); ktm2p[0] = ktm0_0[r]; ktm2p += 1; } } } kernel_tm = kernel_tm2; } #if 0//TODO remove old code sometime later static void conv3x3s1_winograd64_neon(const Mat& bottom_blob, Mat& top_blob, const Mat& kernel_tm, const Mat& _bias) { int w = bottom_blob.w; int h = bottom_blob.h; int inch = bottom_blob.c; int outw = top_blob.w; int outh = top_blob.h; int outch = top_blob.c; // pad to 6n+2 Mat bottom_blob_bordered = bottom_blob; outw = (outw + 5) / 6 * 6; outh = (outh + 5) / 6 * 6; w = outw + 2; h = outh + 2; copy_make_border(bottom_blob, bottom_blob_bordered, 0, h - bottom_blob.h, 0, w - bottom_blob.w, 0, 0.f); const float* bias = _bias; // BEGIN transform input Mat bottom_blob_tm; { int w_tm = outw / 6 * 8; int h_tm = outh / 6 * 8; bottom_blob_tm.create(8*8, w_tm/8 * h_tm/8, inch); // const float itm[8][8] = { // {1.0f, 0.0f, -5.25f, 0.00f, 5.25f, 0.00f, -1.0f, 0.0f}, // // {0.0f, 1.0f, 1.00f, -4.25f, -4.25f, 1.00f, 1.0f, 0.0f}, // {0.0f, -1.0f, 1.00f, 4.25f, -4.25f, -1.00f, 1.0f, 0.0f}, // // {0.0f, 0.5f, 0.25f, -2.50f, -1.25f, 2.00f, 1.0f, 0.0f}, // {0.0f, -0.5f, 0.25f, 2.50f, -1.25f, -2.00f, 1.0f, 0.0f}, // // {0.0f, 2.0f, 4.00f, -2.50f, -5.00f, 0.50f, 1.0f, 0.0f}, // {0.0f, -2.0f, 4.00f, 2.50f, -5.00f, -0.50f, 1.0f, 0.0f}, // // {0.0f, -1.0f, 0.00f, 5.25f, 0.00f, -5.25f, 0.0f, 1.0f} // }; // 0 = r00 - r06 + (r04 - r02) * 5.25 // 7 = r07 - r01 + (r03 - r05) * 5.25 // 1 = (r02 + r06 - r04 * 4.25) + (r01 - r03 * 4.25 + r05) // 2 = (r02 + r06 - r04 * 4.25) - (r01 - r03 * 4.25 + r05) // 3 = (r06 + r02 * 0.25 - r04 * 1.25) + (r01 * 0.5 - r03 * 2.5 + r05 * 2) // 4 = (r06 + r02 * 0.25 - r04 * 1.25) - (r01 * 0.5 - r03 * 2.5 + r05 * 2) // reuse r04 * 1.25 // reuse r03 * 2.5 // 5 = (r06 + (r02 - r04 * 1.25) * 4) + (r01 * 2 - r03 * 2.5 + r05 * 0.5) // 6 = (r06 + (r02 - r04 * 1.25) * 4) - (r01 * 2 - r03 * 2.5 + r05 * 0.5) #pragma omp parallel for for (int q = 0; q<inch; q++) { const Mat img0 = bottom_blob_bordered.channel(q); Mat img0_tm = bottom_blob_tm.channel(q); float tmp[8][8]; // tile for (int i=0; i<h_tm/8; i++) { for (int j=0; j<w_tm/8; j++) { const float* r0 = img0.row(i * 6) + j * 6; float* r0_tm = img0_tm.row(i * w_tm/8 + j); // TODO neon optimize for (int m=0; m<8; m++) { tmp[0][m] = r0[0] - r0[6] + (r0[4] - r0[2]) * 5.25; tmp[7][m] = r0[7] - r0[1] + (r0[3] - r0[5]) * 5.25; float tmp12a = (r0[2] + r0[6] - r0[4] * 4.25); float tmp12b = (r0[1] + r0[5] - r0[3] * 4.25); tmp[1][m] = tmp12a + tmp12b; tmp[2][m] = tmp12a - tmp12b; float tmp34a = (r0[6] + r0[2] * 0.25 - r0[4] * 1.25); float tmp34b = (r0[1] * 0.5 - r0[3] * 2.5 + r0[5] * 2); tmp[3][m] = tmp34a + tmp34b; tmp[4][m] = tmp34a - tmp34b; float tmp56a = (r0[6] + (r0[2] - r0[4] * 1.25) * 4); float tmp56b = (r0[1] * 2 - r0[3] * 2.5 + r0[5] * 0.5); tmp[5][m] = tmp56a + tmp56b; tmp[6][m] = tmp56a - tmp56b; r0 += w; } for (int m=0; m<8; m++) { const float* tmp0 = tmp[m]; r0_tm[0] = tmp0[0] - tmp0[6] + (tmp0[4] - tmp0[2]) * 5.25; r0_tm[7] = tmp0[7] - tmp0[1] + (tmp0[3] - tmp0[5]) * 5.25; float tmp12a = (tmp0[2] + tmp0[6] - tmp0[4] * 4.25); float tmp12b = (tmp0[1] - tmp0[3] * 4.25 + tmp0[5]); r0_tm[1] = tmp12a + tmp12b; r0_tm[2] = tmp12a - tmp12b; float tmp34a = (tmp0[6] + tmp0[2] * 0.25 - tmp0[4] * 1.25); float tmp34b = (tmp0[1] * 0.5 - tmp0[3] * 2.5 + tmp0[5] * 2); r0_tm[3] = tmp34a + tmp34b; r0_tm[4] = tmp34a - tmp34b; float tmp56a = (tmp0[6] + (tmp0[2] - tmp0[4] * 1.25) * 4); float tmp56b = (tmp0[1] * 2 - tmp0[3] * 2.5 + tmp0[5] * 0.5); r0_tm[5] = tmp56a + tmp56b; r0_tm[6] = tmp56a - tmp56b; r0_tm += 8; } } } } } bottom_blob_bordered = Mat(); // END transform input // BEGIN dot Mat top_blob_tm; { int w_tm = outw / 6 * 8; int h_tm = outh / 6 * 8; top_blob_tm.create(8*8, w_tm/8 * h_tm/8, outch); int nn_outch = outch >> 2; int remain_outch_start = nn_outch << 2; #pragma omp parallel for for (int pp=0; pp<nn_outch; pp++) { int p = pp * 4; Mat out0_tm = top_blob_tm.channel(p); Mat out1_tm = top_blob_tm.channel(p+1); Mat out2_tm = top_blob_tm.channel(p+2); Mat out3_tm = top_blob_tm.channel(p+3); const Mat kernel0_tm = kernel_tm.channel(p); const Mat kernel1_tm = kernel_tm.channel(p+1); const Mat kernel2_tm = kernel_tm.channel(p+2); const Mat kernel3_tm = kernel_tm.channel(p+3); out0_tm.fill(0.f); out1_tm.fill(0.f); out2_tm.fill(0.f); out3_tm.fill(0.f); int q = 0; for (; q+3<inch; q+=4) { const float* r0 = bottom_blob_tm.channel(q); const float* r1 = bottom_blob_tm.channel(q+1); const float* r2 = bottom_blob_tm.channel(q+2); const float* r3 = bottom_blob_tm.channel(q+3); const float* k00 = kernel0_tm.row(q); const float* k10 = kernel1_tm.row(q); const float* k20 = kernel2_tm.row(q); const float* k30 = kernel3_tm.row(q); float* output0_tm = out0_tm; float* output1_tm = out1_tm; float* output2_tm = out2_tm; float* output3_tm = out3_tm; // tile for (int i=0; i<h_tm/8 * w_tm/8; i++) { #if __ARM_NEON #if __aarch64__ for (int m=0; m+7<64; m+=8) { float32x4_t _output0_tm = vld1q_f32(output0_tm); float32x4_t _output1_tm = vld1q_f32(output1_tm); float32x4_t _output2_tm = vld1q_f32(output2_tm); float32x4_t _output3_tm = vld1q_f32(output3_tm); float32x4_t _r0 = vld1q_f32(r0); float32x4_t _r1 = vld1q_f32(r1); float32x4_t _r2 = vld1q_f32(r2); float32x4_t _r3 = vld1q_f32(r3); float32x4_t _k00 = vld1q_f32(k00); k00 += 64; float32x4_t _k01 = vld1q_f32(k00); k00 += 64; float32x4_t _k02 = vld1q_f32(k00); k00 += 64; float32x4_t _k03 = vld1q_f32(k00); k00 += 64; k00 -= 64*4; _output0_tm = vmlaq_f32(_output0_tm, _r0, _k00); _output0_tm = vmlaq_f32(_output0_tm, _r1, _k01); _output0_tm = vmlaq_f32(_output0_tm, _r2, _k02); _output0_tm = vmlaq_f32(_output0_tm, _r3, _k03); float32x4_t _k10 = vld1q_f32(k10); k10 += 64; float32x4_t _k11 = vld1q_f32(k10); k10 += 64; float32x4_t _k12 = vld1q_f32(k10); k10 += 64; float32x4_t _k13 = vld1q_f32(k10); k10 += 64; k10 -= 64*4; _output1_tm = vmlaq_f32(_output1_tm, _r0, _k10); _output1_tm = vmlaq_f32(_output1_tm, _r1, _k11); _output1_tm = vmlaq_f32(_output1_tm, _r2, _k12); _output1_tm = vmlaq_f32(_output1_tm, _r3, _k13); float32x4_t _k20 = vld1q_f32(k20); k20 += 64; float32x4_t _k21 = vld1q_f32(k20); k20 += 64; float32x4_t _k22 = vld1q_f32(k20); k20 += 64; float32x4_t _k23 = vld1q_f32(k20); k20 += 64; k20 -= 64*4; _output2_tm = vmlaq_f32(_output2_tm, _r0, _k20); _output2_tm = vmlaq_f32(_output2_tm, _r1, _k21); _output2_tm = vmlaq_f32(_output2_tm, _r2, _k22); _output2_tm = vmlaq_f32(_output2_tm, _r3, _k23); float32x4_t _k30 = vld1q_f32(k30); k30 += 64; float32x4_t _k31 = vld1q_f32(k30); k30 += 64; float32x4_t _k32 = vld1q_f32(k30); k30 += 64; float32x4_t _k33 = vld1q_f32(k30); k30 += 64; k30 -= 64*4; _output3_tm = vmlaq_f32(_output3_tm, _r0, _k30); _output3_tm = vmlaq_f32(_output3_tm, _r1, _k31); _output3_tm = vmlaq_f32(_output3_tm, _r2, _k32); _output3_tm = vmlaq_f32(_output3_tm, _r3, _k33); vst1q_f32(output0_tm, _output0_tm); vst1q_f32(output1_tm, _output1_tm); vst1q_f32(output2_tm, _output2_tm); vst1q_f32(output3_tm, _output3_tm); output0_tm += 4; output1_tm += 4; output2_tm += 4; output3_tm += 4; r0 += 4; r1 += 4; r2 += 4; r3 += 4; k00 += 4; k10 += 4; k20 += 4; k30 += 4; float32x4_t _output0_tmn = vld1q_f32(output0_tm); float32x4_t _output1_tmn = vld1q_f32(output1_tm); float32x4_t _output2_tmn = vld1q_f32(output2_tm); float32x4_t _output3_tmn = vld1q_f32(output3_tm); float32x4_t _r0n = vld1q_f32(r0); float32x4_t _r1n = vld1q_f32(r1); float32x4_t _r2n = vld1q_f32(r2); float32x4_t _r3n = vld1q_f32(r3); float32x4_t _k00n = vld1q_f32(k00); k00 += 64; float32x4_t _k01n = vld1q_f32(k00); k00 += 64; float32x4_t _k02n = vld1q_f32(k00); k00 += 64; float32x4_t _k03n = vld1q_f32(k00); k00 += 64; k00 -= 64*4; _output0_tmn = vmlaq_f32(_output0_tmn, _r0n, _k00n); _output0_tmn = vmlaq_f32(_output0_tmn, _r1n, _k01n); _output0_tmn = vmlaq_f32(_output0_tmn, _r2n, _k02n); _output0_tmn = vmlaq_f32(_output0_tmn, _r3n, _k03n); float32x4_t _k10n = vld1q_f32(k10); k10 += 64; float32x4_t _k11n = vld1q_f32(k10); k10 += 64; float32x4_t _k12n = vld1q_f32(k10); k10 += 64; float32x4_t _k13n = vld1q_f32(k10); k10 += 64; k10 -= 64*4; _output1_tmn = vmlaq_f32(_output1_tmn, _r0n, _k10n); _output1_tmn = vmlaq_f32(_output1_tmn, _r1n, _k11n); _output1_tmn = vmlaq_f32(_output1_tmn, _r2n, _k12n); _output1_tmn = vmlaq_f32(_output1_tmn, _r3n, _k13n); float32x4_t _k20n = vld1q_f32(k20); k20 += 64; float32x4_t _k21n = vld1q_f32(k20); k20 += 64; float32x4_t _k22n = vld1q_f32(k20); k20 += 64; float32x4_t _k23n = vld1q_f32(k20); k20 += 64; k20 -= 64*4; _output2_tmn = vmlaq_f32(_output2_tmn, _r0n, _k20n); _output2_tmn = vmlaq_f32(_output2_tmn, _r1n, _k21n); _output2_tmn = vmlaq_f32(_output2_tmn, _r2n, _k22n); _output2_tmn = vmlaq_f32(_output2_tmn, _r3n, _k23n); float32x4_t _k30n = vld1q_f32(k30); k30 += 64; float32x4_t _k31n = vld1q_f32(k30); k30 += 64; float32x4_t _k32n = vld1q_f32(k30); k30 += 64; float32x4_t _k33n = vld1q_f32(k30); k30 += 64; k30 -= 64*4; _output3_tmn = vmlaq_f32(_output3_tmn, _r0n, _k30n); _output3_tmn = vmlaq_f32(_output3_tmn, _r1n, _k31n); _output3_tmn = vmlaq_f32(_output3_tmn, _r2n, _k32n); _output3_tmn = vmlaq_f32(_output3_tmn, _r3n, _k33n); vst1q_f32(output0_tm, _output0_tmn); vst1q_f32(output1_tm, _output1_tmn); vst1q_f32(output2_tm, _output2_tmn); vst1q_f32(output3_tm, _output3_tmn); output0_tm += 4; output1_tm += 4; output2_tm += 4; output3_tm += 4; r0 += 4; r1 += 4; r2 += 4; r3 += 4; k00 += 4; k10 += 4; k20 += 4; k30 += 4; } #else // __aarch64__ asm volatile( "mov r4, #8 \n" "pld [%0, #256] \n" "vld1.f32 {d16-d19}, [%0 :128]\n"//q8 q9 = _output0_tm "0: \n" "pld [%4, #256] \n" "vld1.f32 {d0-d3}, [%4 :128]! \n"//q0 q1 = _r0 "pld [%8, #256] \n" "vld1.f32 {d20-d23}, [%8 :128]\n"//q10 q11 = _k00 "add %8, %8, #256 \n" "vmla.f32 q8, q0, q10 \n" "vmla.f32 q9, q1, q11 \n" "pld [%1, #256] \n" "vld1.f32 {d24-d27}, [%1 :128]\n"//q12 q13 = _output1_tm "pld [%9, #256] \n" "vld1.f32 {d28-d31}, [%9 :128]\n"//q14 q15 = _k10 "add %9, %9, #256 \n" "vmla.f32 q12, q0, q14 \n" "vmla.f32 q13, q1, q15 \n" "pld [%5, #256] \n" "vld1.f32 {d4-d7}, [%5 :128]! \n"//q2 q3 = _r1 "pld [%8, #256] \n" "vld1.f32 {d20-d23}, [%8 :128]\n"//q10 q11 = _k01 "add %8, %8, #256 \n" "vmla.f32 q8, q2, q10 \n" "vmla.f32 q9, q3, q11 \n" "pld [%9, #256] \n" "vld1.f32 {d28-d31}, [%9 :128]\n"//q14 q15 = _k11 "add %9, %9, #256 \n" "vmla.f32 q12, q2, q14 \n" "vmla.f32 q13, q3, q15 \n" "pld [%6, #256] \n" "vld1.f32 {d8-d11}, [%6 :128]!\n"//q4 q5 = _r2 "pld [%8, #256] \n" "vld1.f32 {d20-d23}, [%8 :128]\n"//q10 q11 = _k02 "add %8, %8, #256 \n" "vmla.f32 q8, q4, q10 \n" "vmla.f32 q9, q5, q11 \n" "pld [%9, #256] \n" "vld1.f32 {d28-d31}, [%9 :128]\n"//q14 q15 = _k12 "add %9, %9, #256 \n" "vmla.f32 q12, q4, q14 \n" "vmla.f32 q13, q5, q15 \n" "pld [%7, #256] \n" "vld1.f32 {d12-d15}, [%7 :128]!\n"//q6 q7 = _r3 "pld [%8, #256] \n" "vld1.f32 {d20-d23}, [%8 :128]\n"//q10 q11 = _k03 "sub %8, %8, #736 \n" "vmla.f32 q8, q6, q10 \n" "vmla.f32 q9, q7, q11 \n" "pld [%9, #256] \n" "vld1.f32 {d28-d31}, [%9 :128]\n"//q14 q15 = _k13 "sub %9, %9, #736 \n" "vmla.f32 q12, q6, q14 \n" "vmla.f32 q13, q7, q15 \n" "vst1.f32 {d16-d19}, [%0 :128]!\n" "pld [%2, #256] \n" "vld1.f32 {d16-d19}, [%2 :128]\n"//q8 q9 = _output2_tm "pld [%10, #256] \n" "vld1.f32 {d20-d23}, [%10 :128]\n"//q10 q11 = _k20 "add %10, %10, #256 \n" "vmla.f32 q8, q0, q10 \n" "vmla.f32 q9, q1, q11 \n" "vst1.f32 {d24-d27}, [%1 :128]!\n" "pld [%3, #256] \n" "vld1.f32 {d24-d27}, [%3 :128]\n"//q12 q13 = _output3_tm "pld [%11, #256] \n" "vld1.f32 {d28-d31}, [%11 :128]\n"//q14 q15 = _k30 "add %11, %11, #256 \n" "vmla.f32 q12, q0, q14 \n" "vmla.f32 q13, q1, q15 \n" "pld [%10, #256] \n" "vld1.f32 {d20-d23}, [%10 :128]\n"//q10 q11 = _k21 "add %10, %10, #256 \n" "vmla.f32 q8, q2, q10 \n" "vmla.f32 q9, q3, q11 \n" "pld [%11, #256] \n" "vld1.f32 {d28-d31}, [%11 :128]\n"//q14 q15 = _k31 "add %11, %11, #256 \n" "vmla.f32 q12, q2, q14 \n" "vmla.f32 q13, q3, q15 \n" "pld [%10, #256] \n" "vld1.f32 {d20-d23}, [%10 :128]\n"//q10 q11 = _k22 "add %10, %10, #256 \n" "vmla.f32 q8, q4, q10 \n" "vmla.f32 q9, q5, q11 \n" "pld [%11, #256] \n" "vld1.f32 {d28-d31}, [%11 :128]\n"//q14 q15 = _k32 "add %11, %11, #256 \n" "vmla.f32 q12, q4, q14 \n" "vmla.f32 q13, q5, q15 \n" "pld [%10, #256] \n" "vld1.f32 {d20-d23}, [%10 :128]\n"//q10 q11 = _k23 "sub %10, %10, #736 \n" "vmla.f32 q8, q6, q10 \n" "vmla.f32 q9, q7, q11 \n" "pld [%11, #256] \n" "vld1.f32 {d28-d31}, [%11 :128]\n"//q14 q15 = _k33 "sub %11, %11, #736 \n" "vmla.f32 q12, q6, q14 \n" "vmla.f32 q13, q7, q15 \n" "vst1.f32 {d16-d19}, [%2 :128]!\n" "pld [%0, #256] \n" "vld1.f32 {d16-d19}, [%0 :128]\n"//q8 q9 = _output0_tm "subs r4, r4, #1 \n" "vst1.f32 {d24-d27}, [%3 :128]!\n" "bne 0b \n" : "=r"(output0_tm), // %0 "=r"(output1_tm), // %1 "=r"(output2_tm), // %2 "=r"(output3_tm), // %3 "=r"(r0), // %4 "=r"(r1), // %5 "=r"(r2), // %6 "=r"(r3), // %7 "=r"(k00), // %8 "=r"(k10), // %9 "=r"(k20), // %10 "=r"(k30) // %11 : "0"(output0_tm), "1"(output1_tm), "2"(output2_tm), "3"(output3_tm), "4"(r0), "5"(r1), "6"(r2), "7"(r3), "8"(k00), "9"(k10), "10"(k20), "11"(k30) : "cc", "memory", "r4", "q0", "q1", "q2", "q3", "q4", "q5", "q6", "q7", "q8", "q9", "q10", "q11", "q12", "q13", "q14", "q15" ); #endif // __aarch64__ k00 -= 64; k10 -= 64; k20 -= 64; k30 -= 64; #else for (int m=0; m<64; m++) { output0_tm[m] += r0[m] * k00[m]; k00 += 64; output0_tm[m] += r1[m] * k00[m]; k00 += 64; output0_tm[m] += r2[m] * k00[m]; k00 += 64; output0_tm[m] += r3[m] * k00[m]; k00 += 64; k00 -= 64 * 4; output1_tm[m] += r0[m] * k10[m]; k10 += 64; output1_tm[m] += r1[m] * k10[m]; k10 += 64; output1_tm[m] += r2[m] * k10[m]; k10 += 64; output1_tm[m] += r3[m] * k10[m]; k10 += 64; k10 -= 64 * 4; output2_tm[m] += r0[m] * k20[m]; k20 += 64; output2_tm[m] += r1[m] * k20[m]; k20 += 64; output2_tm[m] += r2[m] * k20[m]; k20 += 64; output2_tm[m] += r3[m] * k20[m]; k20 += 64; k20 -= 64 * 4; output3_tm[m] += r0[m] * k30[m]; k30 += 64; output3_tm[m] += r1[m] * k30[m]; k30 += 64; output3_tm[m] += r2[m] * k30[m]; k30 += 64; output3_tm[m] += r3[m] * k30[m]; k30 += 64; k30 -= 64 * 4; } r0 += 64; r1 += 64; r2 += 64; r3 += 64; output0_tm += 64; output1_tm += 64; output2_tm += 64; output3_tm += 64; #endif // __ARM_NEON } } for (; q<inch; q++) { const float* r0 = bottom_blob_tm.channel(q); const float* k0 = kernel0_tm.row(q); const float* k1 = kernel1_tm.row(q); const float* k2 = kernel2_tm.row(q); const float* k3 = kernel3_tm.row(q); float* output0_tm = out0_tm; float* output1_tm = out1_tm; float* output2_tm = out2_tm; float* output3_tm = out3_tm; // tile for (int i=0; i<h_tm/8 * w_tm/8; i++) { // TODO neon optimize for (int m=0; m<64; m++) { output0_tm[m] += r0[m] * k0[m]; output1_tm[m] += r0[m] * k1[m]; output2_tm[m] += r0[m] * k2[m]; output3_tm[m] += r0[m] * k3[m]; } r0 += 64; output0_tm += 64; output1_tm += 64; output2_tm += 64; output3_tm += 64; } } } #pragma omp parallel for for (int p=remain_outch_start; p<outch; p++) { Mat out0_tm = top_blob_tm.channel(p); const Mat kernel0_tm = kernel_tm.channel(p); out0_tm.fill(0.f); int q = 0; for (; q+3<inch; q+=4) { const float* r0 = bottom_blob_tm.channel(q); const float* r1 = bottom_blob_tm.channel(q+1); const float* r2 = bottom_blob_tm.channel(q+2); const float* r3 = bottom_blob_tm.channel(q+3); const float* k0 = kernel0_tm.row(q); const float* k1 = kernel0_tm.row(q+1); const float* k2 = kernel0_tm.row(q+2); const float* k3 = kernel0_tm.row(q+3); float* output0_tm = out0_tm; // tile for (int i=0; i<h_tm/8 * w_tm/8; i++) { #if __ARM_NEON #if __aarch64__ for (int m=0; m+7<64; m+=8) { float32x4_t _output0_tm = vld1q_f32(output0_tm); float32x4_t _r0 = vld1q_f32(r0); float32x4_t _r1 = vld1q_f32(r1); float32x4_t _r2 = vld1q_f32(r2); float32x4_t _r3 = vld1q_f32(r3); float32x4_t _k0 = vld1q_f32(k0); float32x4_t _k1 = vld1q_f32(k1); float32x4_t _k2 = vld1q_f32(k2); float32x4_t _k3 = vld1q_f32(k3); _output0_tm = vmlaq_f32(_output0_tm, _r0, _k0); _output0_tm = vmlaq_f32(_output0_tm, _r1, _k1); _output0_tm = vmlaq_f32(_output0_tm, _r2, _k2); _output0_tm = vmlaq_f32(_output0_tm, _r3, _k3); vst1q_f32(output0_tm, _output0_tm); output0_tm += 4; r0 += 4; r1 += 4; r2 += 4; r3 += 4; k0 += 4; k1 += 4; k2 += 4; k3 += 4; float32x4_t _output0_tmn = vld1q_f32(output0_tm); float32x4_t _r0n = vld1q_f32(r0); float32x4_t _r1n = vld1q_f32(r1); float32x4_t _r2n = vld1q_f32(r2); float32x4_t _r3n = vld1q_f32(r3); float32x4_t _k0n = vld1q_f32(k0); float32x4_t _k1n = vld1q_f32(k1); float32x4_t _k2n = vld1q_f32(k2); float32x4_t _k3n = vld1q_f32(k3); _output0_tmn = vmlaq_f32(_output0_tmn, _r0n, _k0n); _output0_tmn = vmlaq_f32(_output0_tmn, _r1n, _k1n); _output0_tmn = vmlaq_f32(_output0_tmn, _r2n, _k2n); _output0_tmn = vmlaq_f32(_output0_tmn, _r3n, _k3n); vst1q_f32(output0_tm, _output0_tmn); output0_tm += 4; r0 += 4; r1 += 4; r2 += 4; r3 += 4; k0 += 4; k1 += 4; k2 += 4; k3 += 4; } #else asm volatile( "pld [%1, #256] \n" "vld1.f32 {d0-d3}, [%1 :128]! \n" "mov r4, %0 \n" "pld [%0, #256] \n" "vld1.f32 {d24-d27}, [%0 :128]!\n"//q12 q13 = output0_tm "pld [%5, #256] \n" "vld1.f32 {d4-d7}, [%5 :128]! \n" "vmla.f32 q12, q0, q2 \n" "pld [%2, #256] \n" "vld1.f32 {d16-d19}, [%2 :128]!\n" "vmla.f32 q13, q1, q3 \n" "pld [%6, #256] \n" "vld1.f32 {d20-d23}, [%6 :128]!\n" "vmla.f32 q12, q8, q10 \n" "pld [%3, #256] \n" "vld1.f32 {d0-d3}, [%3 :128]! \n" "vmla.f32 q13, q9, q11 \n" "pld [%7, #256] \n" "vld1.f32 {d4-d7}, [%7 :128]! \n" "vmla.f32 q12, q0, q2 \n" "pld [%4, #256] \n" "vld1.f32 {d16-d19}, [%4 :128]!\n" "vmla.f32 q13, q1, q3 \n" "pld [%8, #256] \n" "vld1.f32 {d20-d23}, [%8 :128]!\n" "vmla.f32 q12, q8, q10 \n" "pld [%0, #256] \n" "vld1.f32 {d28-d31}, [%0 :128]!\n"//q14 q15 = output0_tm "vmla.f32 q13, q9, q11 \n" "pld [%1, #256] \n" "vld1.f32 {d0-d3}, [%1 :128]! \n" "pld [%5, #256] \n" "vld1.f32 {d4-d7}, [%5 :128]! \n" "vmla.f32 q14, q0, q2 \n" "vst1.f32 {d24-d27}, [r4 :128]!\n" "pld [%2, #256] \n" "vld1.f32 {d16-d19}, [%2 :128]!\n" "vmla.f32 q15, q1, q3 \n" "pld [%6, #256] \n" "vld1.f32 {d20-d23}, [%6 :128]!\n" "vmla.f32 q14, q8, q10 \n" "pld [%3, #256] \n" "vld1.f32 {d0-d3}, [%3 :128]! \n" "vmla.f32 q15, q9, q11 \n" "pld [%7, #256] \n" "vld1.f32 {d4-d7}, [%7 :128]! \n" "vmla.f32 q14, q0, q2 \n" "pld [%4, #256] \n" "vld1.f32 {d16-d19}, [%4 :128]!\n" "vmla.f32 q15, q1, q3 \n" "pld [%8, #256] \n" "vld1.f32 {d20-d23}, [%8 :128]!\n" "vmla.f32 q14, q8, q10 \n" "pld [%0, #256] \n" "vld1.f32 {d24-d27}, [%0 :128]!\n"//q12 q13 = output0_tm "vmla.f32 q15, q9, q11 \n" "pld [%1, #256] \n" "vld1.f32 {d0-d3}, [%1 :128]! \n" "pld [%5, #256] \n" "vld1.f32 {d4-d7}, [%5 :128]! \n" "vmla.f32 q12, q0, q2 \n" "vst1.f32 {d28-d31}, [r4 :128]!\n" "pld [%2, #256] \n" "vld1.f32 {d16-d19}, [%2 :128]!\n" "vmla.f32 q13, q1, q3 \n" "pld [%6, #256] \n" "vld1.f32 {d20-d23}, [%6 :128]!\n" "vmla.f32 q12, q8, q10 \n" "pld [%3, #256] \n" "vld1.f32 {d0-d3}, [%3 :128]! \n" "vmla.f32 q13, q9, q11 \n" "pld [%7, #256] \n" "vld1.f32 {d4-d7}, [%7 :128]! \n" "vmla.f32 q12, q0, q2 \n" "pld [%4, #256] \n" "vld1.f32 {d16-d19}, [%4 :128]!\n" "vmla.f32 q13, q1, q3 \n" "pld [%8, #256] \n" "vld1.f32 {d20-d23}, [%8 :128]!\n" "vmla.f32 q12, q8, q10 \n" "pld [%0, #256] \n" "vld1.f32 {d28-d31}, [%0 :128]!\n"//q14 q15 = output0_tm "vmla.f32 q13, q9, q11 \n" "pld [%1, #256] \n" "vld1.f32 {d0-d3}, [%1 :128]! \n" "pld [%5, #256] \n" "vld1.f32 {d4-d7}, [%5 :128]! \n" "vmla.f32 q14, q0, q2 \n" "vst1.f32 {d24-d27}, [r4 :128]!\n" "pld [%2, #256] \n" "vld1.f32 {d16-d19}, [%2 :128]!\n" "vmla.f32 q15, q1, q3 \n" "pld [%6, #256] \n" "vld1.f32 {d20-d23}, [%6 :128]!\n" "vmla.f32 q14, q8, q10 \n" "pld [%3, #256] \n" "vld1.f32 {d0-d3}, [%3 :128]! \n" "vmla.f32 q15, q9, q11 \n" "pld [%7, #256] \n" "vld1.f32 {d4-d7}, [%7 :128]! \n" "vmla.f32 q14, q0, q2 \n" "pld [%4, #256] \n" "vld1.f32 {d16-d19}, [%4 :128]!\n" "vmla.f32 q15, q1, q3 \n" "pld [%8, #256] \n" "vld1.f32 {d20-d23}, [%8 :128]!\n" "vmla.f32 q14, q8, q10 \n" "pld [%0, #256] \n" "vld1.f32 {d24-d27}, [%0 :128]!\n"//q12 q13 = output0_tm "vmla.f32 q15, q9, q11 \n" "pld [%1, #256] \n" "vld1.f32 {d0-d3}, [%1 :128]! \n" "pld [%5, #256] \n" "vld1.f32 {d4-d7}, [%5 :128]! \n" "vmla.f32 q12, q0, q2 \n" "vst1.f32 {d28-d31}, [r4 :128]!\n" "pld [%2, #256] \n" "vld1.f32 {d16-d19}, [%2 :128]!\n" "vmla.f32 q13, q1, q3 \n" "pld [%6, #256] \n" "vld1.f32 {d20-d23}, [%6 :128]!\n" "vmla.f32 q12, q8, q10 \n" "pld [%3, #256] \n" "vld1.f32 {d0-d3}, [%3 :128]! \n" "vmla.f32 q13, q9, q11 \n" "pld [%7, #256] \n" "vld1.f32 {d4-d7}, [%7 :128]! \n" "vmla.f32 q12, q0, q2 \n" "pld [%4, #256] \n" "vld1.f32 {d16-d19}, [%4 :128]!\n" "vmla.f32 q13, q1, q3 \n" "pld [%8, #256] \n" "vld1.f32 {d20-d23}, [%8 :128]!\n" "vmla.f32 q12, q8, q10 \n" "pld [%0, #256] \n" "vld1.f32 {d28-d31}, [%0 :128]!\n"//q14 q15 = output0_tm "vmla.f32 q13, q9, q11 \n" "pld [%1, #256] \n" "vld1.f32 {d0-d3}, [%1 :128]! \n" "pld [%5, #256] \n" "vld1.f32 {d4-d7}, [%5 :128]! \n" "vmla.f32 q14, q0, q2 \n" "vst1.f32 {d24-d27}, [r4 :128]!\n" "pld [%2, #256] \n" "vld1.f32 {d16-d19}, [%2 :128]!\n" "vmla.f32 q15, q1, q3 \n" "pld [%6, #256] \n" "vld1.f32 {d20-d23}, [%6 :128]!\n" "vmla.f32 q14, q8, q10 \n" "pld [%3, #256] \n" "vld1.f32 {d0-d3}, [%3 :128]! \n" "vmla.f32 q15, q9, q11 \n" "pld [%7, #256] \n" "vld1.f32 {d4-d7}, [%7 :128]! \n" "vmla.f32 q14, q0, q2 \n" "pld [%4, #256] \n" "vld1.f32 {d16-d19}, [%4 :128]!\n" "vmla.f32 q15, q1, q3 \n" "pld [%8, #256] \n" "vld1.f32 {d20-d23}, [%8 :128]!\n" "vmla.f32 q14, q8, q10 \n" "pld [%0, #256] \n" "vld1.f32 {d24-d27}, [%0 :128]!\n"//q12 q13 = output0_tm "vmla.f32 q15, q9, q11 \n" "pld [%1, #256] \n" "vld1.f32 {d0-d3}, [%1 :128]! \n" "pld [%5, #256] \n" "vld1.f32 {d4-d7}, [%5 :128]! \n" "vmla.f32 q12, q0, q2 \n" "vst1.f32 {d28-d31}, [r4 :128]!\n" "pld [%2, #256] \n" "vld1.f32 {d16-d19}, [%2 :128]!\n" "vmla.f32 q13, q1, q3 \n" "pld [%6, #256] \n" "vld1.f32 {d20-d23}, [%6 :128]!\n" "vmla.f32 q12, q8, q10 \n" "pld [%3, #256] \n" "vld1.f32 {d0-d3}, [%3 :128]! \n" "vmla.f32 q13, q9, q11 \n" "pld [%7, #256] \n" "vld1.f32 {d4-d7}, [%7 :128]! \n" "vmla.f32 q12, q0, q2 \n" "pld [%4, #256] \n" "vld1.f32 {d16-d19}, [%4 :128]!\n" "vmla.f32 q13, q1, q3 \n" "pld [%8, #256] \n" "vld1.f32 {d20-d23}, [%8 :128]!\n" "vmla.f32 q12, q8, q10 \n" "pld [%0, #256] \n" "vld1.f32 {d28-d31}, [%0 :128]!\n"//q14 q15 = output0_tm "vmla.f32 q13, q9, q11 \n" "pld [%1, #256] \n" "vld1.f32 {d0-d3}, [%1 :128]! \n" "pld [%5, #256] \n" "vld1.f32 {d4-d7}, [%5 :128]! \n" "vmla.f32 q14, q0, q2 \n" "vst1.f32 {d24-d27}, [r4 :128]!\n" "pld [%2, #256] \n" "vld1.f32 {d16-d19}, [%2 :128]!\n" "vmla.f32 q15, q1, q3 \n" "pld [%6, #256] \n" "vld1.f32 {d20-d23}, [%6 :128]!\n" "vmla.f32 q14, q8, q10 \n" "pld [%3, #256] \n" "vld1.f32 {d0-d3}, [%3 :128]! \n" "vmla.f32 q15, q9, q11 \n" "pld [%7, #256] \n" "vld1.f32 {d4-d7}, [%7 :128]! \n" "vmla.f32 q14, q0, q2 \n" "pld [%4, #256] \n" "vld1.f32 {d16-d19}, [%4 :128]!\n" "vmla.f32 q15, q1, q3 \n" "pld [%8, #256] \n" "vld1.f32 {d20-d23}, [%8 :128]!\n" "vmla.f32 q14, q8, q10 \n" "vmla.f32 q15, q9, q11 \n" "vst1.f32 {d28-d31}, [r4 :128]!\n" : "=r"(output0_tm), // %0 "=r"(r0), // %1 "=r"(r1), // %2 "=r"(r2), // %3 "=r"(r3), // %4 "=r"(k0), // %5 "=r"(k1), // %6 "=r"(k2), // %7 "=r"(k3) // %8 : "0"(output0_tm), "1"(r0), "2"(r1), "3"(r2), "4"(r3), "5"(k0), "6"(k1), "7"(k2), "8"(k3) : "cc", "memory", "r4", "q0", "q1", "q2", "q3", "q8", "q9", "q10", "q11", "q12", "q13", "q14", "q15" ); #endif // __aarch64__ k0 -= 64; k1 -= 64; k2 -= 64; k3 -= 64; #else for (int m=0; m<64; m++) { output0_tm[m] += r0[m] * k0[m]; output0_tm[m] += r1[m] * k1[m]; output0_tm[m] += r2[m] * k2[m]; output0_tm[m] += r3[m] * k3[m]; } r0 += 64; r1 += 64; r2 += 64; r3 += 64; output0_tm += 64; #endif // __ARM_NEON } } for (; q<inch; q++) { const float* r0 = bottom_blob_tm.channel(q); const float* k0 = kernel0_tm.row(q); float* output0_tm = out0_tm; // tile for (int i=0; i<h_tm/8 * w_tm/8; i++) { // TODO neon optimize for (int m=0; m<64; m++) { output0_tm[m] += r0[m] * k0[m]; } r0 += 64; output0_tm += 64; } } } } bottom_blob_tm = Mat(); // END dot // BEGIN transform output Mat top_blob_bordered; top_blob_bordered.create(outw, outh, outch); { // const float otm[6][8] = { // {1.0f, 1.0f, 1.0f, 1.0f, 1.0f, 32.0f, 32.0f, 0.0f}, // {0.0f, 1.0f, -1.0f, 2.0f, -2.0f, 16.0f,-16.0f, 0.0f}, // {0.0f, 1.0f, 1.0f, 4.0f, 4.0f, 8.0f, 8.0f, 0.0f}, // {0.0f, 1.0f, -1.0f, 8.0f, -8.0f, 4.0f, -4.0f, 0.0f}, // {0.0f, 1.0f, 1.0f, 16.0f, 16.0f, 2.0f, 2.0f, 0.0f}, // {0.0f, 1.0f, -1.0f, 32.0f, -32.0f, 1.0f, -1.0f, 1.0f} // }; // 0 = r0 + (r1 + r2) + (r3 + r4) + (r5 + r6) * 32 // 1 = (r1 - r2) + (r3 - r4) * 2 + (r5 - r6) * 16 // 2 = (r1 + r2) + (r3 + r4) * 4 + (r5 + r6) * 8 // 3 = (r1 - r2) + (r3 - r4) * 8 + (r5 - r6) * 4 // 4 = (r1 + r2) + (r3 + r4) * 16+ (r5 + r6) * 2 // 5 = r7 + (r1 - r2) + (r3 - r4) * 32+ (r5 - r6) int w_tm = outw / 6 * 8; #pragma omp parallel for for (int p = 0; p<outch; p++) { const Mat out0_tm = top_blob_tm.channel(p); Mat out0 = top_blob_bordered.channel(p); const float bias0 = bias ? bias[p] : 0.f; float tmp[6][8]; // tile for (int i=0; i<outh/6; i++) { for (int j=0; j<outw/6; j++) { const float* output0_tm = out0_tm.row(i * w_tm/8 + j); float* output0 = out0.row(i * 6) + j * 6; // TODO neon optimize for (int m=0; m<8; m++) { float tmp024a = output0_tm[1] + output0_tm[2]; float tmp135a = output0_tm[1] - output0_tm[2]; float tmp024b = output0_tm[3] + output0_tm[4]; float tmp135b = output0_tm[3] - output0_tm[4]; float tmp024c = output0_tm[5] + output0_tm[6]; float tmp135c = output0_tm[5] - output0_tm[6]; tmp[0][m] = output0_tm[0] + tmp024a + tmp024b + tmp024c * 32; tmp[2][m] = tmp024a + tmp024b * 4 + tmp024c * 8; tmp[4][m] = tmp024a + tmp024b * 16 + tmp024c + tmp024c; tmp[1][m] = tmp135a + tmp135b + tmp135b + tmp135c * 16; tmp[3][m] = tmp135a + tmp135b * 8 + tmp135c * 4; tmp[5][m] = output0_tm[7] + tmp135a + tmp135b * 32 + tmp135c; output0_tm += 8; } for (int m=0; m<6; m++) { const float* tmp0 = tmp[m]; float tmp024a = tmp0[1] + tmp0[2]; float tmp135a = tmp0[1] - tmp0[2]; float tmp024b = tmp0[3] + tmp0[4]; float tmp135b = tmp0[3] - tmp0[4]; float tmp024c = tmp0[5] + tmp0[6]; float tmp135c = tmp0[5] - tmp0[6]; output0[0] = bias0 + tmp0[0] + tmp024a + tmp024b + tmp024c * 32; output0[2] = bias0 + tmp024a + tmp024b * 4 + tmp024c * 8; output0[4] = bias0 + tmp024a + tmp024b * 16 + tmp024c + tmp024c; output0[1] = bias0 + tmp135a + tmp135b + tmp135b + tmp135c * 16; output0[3] = bias0 + tmp135a + tmp135b * 8 + tmp135c * 4; output0[5] = bias0 + tmp0[7] + tmp135a + tmp135b * 32 + tmp135c; output0 += outw; } } } } } // END transform output // cut result pad copy_cut_border(top_blob_bordered, top_blob, 0, top_blob_bordered.h - top_blob.h, 0, top_blob_bordered.w - top_blob.w); } static void conv3x3s1_winograd64_neon2(const Mat& bottom_blob, Mat& top_blob, const Mat& kernel_tm, const Mat& _bias) { int w = bottom_blob.w; int h = bottom_blob.h; int inch = bottom_blob.c; int outw = top_blob.w; int outh = top_blob.h; int outch = top_blob.c; // pad to 6n+2 Mat bottom_blob_bordered = bottom_blob; outw = (outw + 5) / 6 * 6; outh = (outh + 5) / 6 * 6; w = outw + 2; h = outh + 2; copy_make_border(bottom_blob, bottom_blob_bordered, 0, h - bottom_blob.h, 0, w - bottom_blob.w, 0, 0.f); const float* bias = _bias; // BEGIN transform input Mat bottom_blob_tm; { int w_tm = outw / 6 * 8; int h_tm = outh / 6 * 8; bottom_blob_tm.create(2*8, 4 * w_tm/8 * h_tm/8, inch); const int tiles = w_tm/8 * h_tm/8; // const float itm[8][8] = { // {1.0f, 0.0f, -5.25f, 0.00f, 5.25f, 0.00f, -1.0f, 0.0f}, // // {0.0f, 1.0f, 1.00f, -4.25f, -4.25f, 1.00f, 1.0f, 0.0f}, // {0.0f, -1.0f, 1.00f, 4.25f, -4.25f, -1.00f, 1.0f, 0.0f}, // // {0.0f, 0.5f, 0.25f, -2.50f, -1.25f, 2.00f, 1.0f, 0.0f}, // {0.0f, -0.5f, 0.25f, 2.50f, -1.25f, -2.00f, 1.0f, 0.0f}, // // {0.0f, 2.0f, 4.00f, -2.50f, -5.00f, 0.50f, 1.0f, 0.0f}, // {0.0f, -2.0f, 4.00f, 2.50f, -5.00f, -0.50f, 1.0f, 0.0f}, // // {0.0f, -1.0f, 0.00f, 5.25f, 0.00f, -5.25f, 0.0f, 1.0f} // }; // 0 = r00 - r06 + (r04 - r02) * 5.25 // 7 = r07 - r01 + (r03 - r05) * 5.25 // 1 = (r02 + r06 - r04 * 4.25) + (r01 - r03 * 4.25 + r05) // 2 = (r02 + r06 - r04 * 4.25) - (r01 - r03 * 4.25 + r05) // 3 = (r06 + r02 * 0.25 - r04 * 1.25) + (r01 * 0.5 - r03 * 2.5 + r05 * 2) // 4 = (r06 + r02 * 0.25 - r04 * 1.25) - (r01 * 0.5 - r03 * 2.5 + r05 * 2) // reuse r04 * 1.25 // reuse r03 * 2.5 // 5 = (r06 + (r02 - r04 * 1.25) * 4) + (r01 * 2 - r03 * 2.5 + r05 * 0.5) // 6 = (r06 + (r02 - r04 * 1.25) * 4) - (r01 * 2 - r03 * 2.5 + r05 * 0.5) #pragma omp parallel for for (int q = 0; q<inch; q++) { const Mat img0 = bottom_blob_bordered.channel(q); Mat img0_tm = bottom_blob_tm.channel(q); float tmp[8][8]; // tile for (int i=0; i<h_tm/8; i++) { for (int j=0; j<w_tm/8; j++) { const float* r0 = img0.row(i * 6) + j * 6; float* r0_tm01 = img0_tm.row(i * w_tm/8 + j); float* r0_tm23 = img0_tm.row(tiles + i * w_tm/8 + j); float* r0_tm45 = img0_tm.row(tiles * 2 + i * w_tm/8 + j); float* r0_tm67 = img0_tm.row(tiles * 3 + i * w_tm/8 + j); for (int m=0; m<8; m++) { tmp[0][m] = r0[0] - r0[6] + (r0[4] - r0[2]) * 5.25; tmp[7][m] = r0[7] - r0[1] + (r0[3] - r0[5]) * 5.25; float tmp12a = (r0[2] + r0[6] - r0[4] * 4.25); float tmp12b = (r0[1] + r0[5] - r0[3] * 4.25); tmp[1][m] = tmp12a + tmp12b; tmp[2][m] = tmp12a - tmp12b; float tmp34a = (r0[6] + r0[2] * 0.25 - r0[4] * 1.25); float tmp34b = (r0[1] * 0.5 - r0[3] * 2.5 + r0[5] * 2); tmp[3][m] = tmp34a + tmp34b; tmp[4][m] = tmp34a - tmp34b; float tmp56a = (r0[6] + (r0[2] - r0[4] * 1.25) * 4); float tmp56b = (r0[1] * 2 - r0[3] * 2.5 + r0[5] * 0.5); tmp[5][m] = tmp56a + tmp56b; tmp[6][m] = tmp56a - tmp56b; r0 += w; } float* r0_tms[4] = { r0_tm01, r0_tm23, r0_tm45, r0_tm67 }; for (int m=0; m<8; m++) { const float* tmp0 = tmp[m]; float* r0_tm = r0_tms[m/2] + (m%2) * 8; r0_tm[0] = tmp0[0] - tmp0[6] + (tmp0[4] - tmp0[2]) * 5.25; r0_tm[7] = tmp0[7] - tmp0[1] + (tmp0[3] - tmp0[5]) * 5.25; float tmp12a = (tmp0[2] + tmp0[6] - tmp0[4] * 4.25); float tmp12b = (tmp0[1] - tmp0[3] * 4.25 + tmp0[5]); r0_tm[1] = tmp12a + tmp12b; r0_tm[2] = tmp12a - tmp12b; float tmp34a = (tmp0[6] + tmp0[2] * 0.25 - tmp0[4] * 1.25); float tmp34b = (tmp0[1] * 0.5 - tmp0[3] * 2.5 + tmp0[5] * 2); r0_tm[3] = tmp34a + tmp34b; r0_tm[4] = tmp34a - tmp34b; float tmp56a = (tmp0[6] + (tmp0[2] - tmp0[4] * 1.25) * 4); float tmp56b = (tmp0[1] * 2 - tmp0[3] * 2.5 + tmp0[5] * 0.5); r0_tm[5] = tmp56a + tmp56b; r0_tm[6] = tmp56a - tmp56b; } } } } } bottom_blob_bordered = Mat(); // END transform input // BEGIN dot Mat top_blob_tm; { int w_tm = outw / 6 * 8; int h_tm = outh / 6 * 8; top_blob_tm.create(2*8, 4 * w_tm/8 * h_tm/8, outch); const int tiles = h_tm/8 * w_tm/8; #pragma omp parallel for for (int p = 0; p<outch; p++) { Mat out0_tm = top_blob_tm.channel(p); const Mat kernel0_tm = kernel_tm.channel(p); out0_tm.fill(0.f); int q = 0; for (; q+1<inch; q+=2) { const float* r0 = bottom_blob_tm.channel(q); const float* r1 = bottom_blob_tm.channel(q+1); const float* k0 = kernel0_tm.row(q); const float* k1 = kernel0_tm.row(q+1); float* output0_tm = out0_tm; for (int r=0; r<4; r++) { #if __ARM_NEON #if __aarch64__ float32x4_t _k0 = vld1q_f32(k0); float32x4_t _k0n = vld1q_f32(k0+4); float32x4_t _k0nn = vld1q_f32(k0+8); float32x4_t _k0nnn = vld1q_f32(k0+12); float32x4_t _k1 = vld1q_f32(k1); float32x4_t _k1n = vld1q_f32(k1+4); float32x4_t _k1nn = vld1q_f32(k1+8); float32x4_t _k1nnn = vld1q_f32(k1+12); #else float32x4_t _k0; float32x4_t _k0n; float32x4_t _k0nn; float32x4_t _k0nnn; float32x4_t _k1; float32x4_t _k1n; float32x4_t _k1nn; float32x4_t _k1nnn; asm volatile( "pld [%0, #512] \n" "vld1.f32 {%e2-%f2}, [%0 :128]! \n" "pld [%1, #512] \n" "vld1.f32 {%e4-%f4}, [%1 :128]! \n" "vld1.f32 {%e3-%f3}, [%0 :128]! \n" "vld1.f32 {%e5-%f5}, [%1 :128]! \n" "vld1.f32 {%e6-%f6}, [%0 :128]! \n" "vld1.f32 {%e8-%f8}, [%1 :128]! \n" "vld1.f32 {%e7-%f7}, [%0 :128]! \n" "vld1.f32 {%e9-%f9}, [%1 :128]! \n" : "=r"(k0), // %0 "=r"(k1), // %1 "=w"(_k0), // %2 "=w"(_k0n), // %3 "=w"(_k1), // %4 "=w"(_k1n), // %5 "=w"(_k0nn), // %6 "=w"(_k0nnn), // %7 "=w"(_k1nn), // %8 "=w"(_k1nnn) // %9 : "0"(k0), "1"(k1) : "cc", "memory" ); #endif // __aarch64__ #endif // __ARM_NEON // tile #if __ARM_NEON int nn = tiles >> 2; int remain = tiles & 3; #else int remain = tiles; #endif // __ARM_NEON #if __ARM_NEON #if __aarch64__ for (; nn>0; nn--) { float32x4_t _output0_tm = vld1q_f32(output0_tm); float32x4_t _output0_tmn = vld1q_f32(output0_tm+4); float32x4_t _r0 = vld1q_f32(r0); float32x4_t _r0n = vld1q_f32(r0+4); float32x4_t _r1 = vld1q_f32(r1); float32x4_t _r1n = vld1q_f32(r1+4); r0 += 8; r1 += 8; _output0_tm = vmlaq_f32(_output0_tm, _r0, _k0); _output0_tmn = vmlaq_f32(_output0_tmn, _r0n, _k0n); _output0_tm = vmlaq_f32(_output0_tm, _r1, _k1); _output0_tmn = vmlaq_f32(_output0_tmn, _r1n, _k1n); vst1q_f32(output0_tm, _output0_tm); vst1q_f32(output0_tm+4, _output0_tmn); output0_tm += 8; _output0_tm = vld1q_f32(output0_tm); _output0_tmn = vld1q_f32(output0_tm+4); _r0 = vld1q_f32(r0); _r0n = vld1q_f32(r0+4); _r1 = vld1q_f32(r1); _r1n = vld1q_f32(r1+4); r0 += 8; r1 += 8; _output0_tm = vmlaq_f32(_output0_tm, _r0, _k0nn); _output0_tmn = vmlaq_f32(_output0_tmn, _r0n, _k0nnn); _output0_tm = vmlaq_f32(_output0_tm, _r1, _k1nn); _output0_tmn = vmlaq_f32(_output0_tmn, _r1n, _k1nnn); vst1q_f32(output0_tm, _output0_tm); vst1q_f32(output0_tm+4, _output0_tmn); output0_tm += 8; _output0_tm = vld1q_f32(output0_tm); _output0_tmn = vld1q_f32(output0_tm+4); _r0 = vld1q_f32(r0); _r0n = vld1q_f32(r0+4); _r1 = vld1q_f32(r1); _r1n = vld1q_f32(r1+4); r0 += 8; r1 += 8; _output0_tm = vmlaq_f32(_output0_tm, _r0, _k0); _output0_tmn = vmlaq_f32(_output0_tmn, _r0n, _k0n); _output0_tm = vmlaq_f32(_output0_tm, _r1, _k1); _output0_tmn = vmlaq_f32(_output0_tmn, _r1n, _k1n); vst1q_f32(output0_tm, _output0_tm); vst1q_f32(output0_tm+4, _output0_tmn); output0_tm += 8; _output0_tm = vld1q_f32(output0_tm); _output0_tmn = vld1q_f32(output0_tm+4); _r0 = vld1q_f32(r0); _r0n = vld1q_f32(r0+4); _r1 = vld1q_f32(r1); _r1n = vld1q_f32(r1+4); r0 += 8; r1 += 8; _output0_tm = vmlaq_f32(_output0_tm, _r0, _k0nn); _output0_tmn = vmlaq_f32(_output0_tmn, _r0n, _k0nnn); _output0_tm = vmlaq_f32(_output0_tm, _r1, _k1nn); _output0_tmn = vmlaq_f32(_output0_tmn, _r1n, _k1nnn); vst1q_f32(output0_tm, _output0_tm); vst1q_f32(output0_tm+4, _output0_tmn); output0_tm += 8; _output0_tm = vld1q_f32(output0_tm); _output0_tmn = vld1q_f32(output0_tm+4); _r0 = vld1q_f32(r0); _r0n = vld1q_f32(r0+4); _r1 = vld1q_f32(r1); _r1n = vld1q_f32(r1+4); r0 += 8; r1 += 8; _output0_tm = vmlaq_f32(_output0_tm, _r0, _k0); _output0_tmn = vmlaq_f32(_output0_tmn, _r0n, _k0n); _output0_tm = vmlaq_f32(_output0_tm, _r1, _k1); _output0_tmn = vmlaq_f32(_output0_tmn, _r1n, _k1n); vst1q_f32(output0_tm, _output0_tm); vst1q_f32(output0_tm+4, _output0_tmn); output0_tm += 8; _output0_tm = vld1q_f32(output0_tm); _output0_tmn = vld1q_f32(output0_tm+4); _r0 = vld1q_f32(r0); _r0n = vld1q_f32(r0+4); _r1 = vld1q_f32(r1); _r1n = vld1q_f32(r1+4); r0 += 8; r1 += 8; _output0_tm = vmlaq_f32(_output0_tm, _r0, _k0nn); _output0_tmn = vmlaq_f32(_output0_tmn, _r0n, _k0nnn); _output0_tm = vmlaq_f32(_output0_tm, _r1, _k1nn); _output0_tmn = vmlaq_f32(_output0_tmn, _r1n, _k1nnn); vst1q_f32(output0_tm, _output0_tm); vst1q_f32(output0_tm+4, _output0_tmn); output0_tm += 8; _output0_tm = vld1q_f32(output0_tm); _output0_tmn = vld1q_f32(output0_tm+4); _r0 = vld1q_f32(r0); _r0n = vld1q_f32(r0+4); _r1 = vld1q_f32(r1); _r1n = vld1q_f32(r1+4); r0 += 8; r1 += 8; _output0_tm = vmlaq_f32(_output0_tm, _r0, _k0); _output0_tmn = vmlaq_f32(_output0_tmn, _r0n, _k0n); _output0_tm = vmlaq_f32(_output0_tm, _r1, _k1); _output0_tmn = vmlaq_f32(_output0_tmn, _r1n, _k1n); vst1q_f32(output0_tm, _output0_tm); vst1q_f32(output0_tm+4, _output0_tmn); output0_tm += 8; _output0_tm = vld1q_f32(output0_tm); _output0_tmn = vld1q_f32(output0_tm+4); _r0 = vld1q_f32(r0); _r0n = vld1q_f32(r0+4); _r1 = vld1q_f32(r1); _r1n = vld1q_f32(r1+4); r0 += 8; r1 += 8; _output0_tm = vmlaq_f32(_output0_tm, _r0, _k0nn); _output0_tmn = vmlaq_f32(_output0_tmn, _r0n, _k0nnn); _output0_tm = vmlaq_f32(_output0_tm, _r1, _k1nn); _output0_tmn = vmlaq_f32(_output0_tmn, _r1n, _k1nnn); vst1q_f32(output0_tm, _output0_tm); vst1q_f32(output0_tm+4, _output0_tmn); output0_tm += 8; } #else if (nn > 0) { asm volatile( "mov r4, %1 \n" "pld [%2, #256] \n" "vld1.f32 {d24-d27}, [%2 :128]! \n"// q12 q13 = _r0 "pld [%1, #256] \n" "vld1.f32 {d16-d19}, [%1 :128]! \n"// q8 q9 = _output0_tm "vmla.f32 q8, q12, %q8 \n" "vmla.f32 q9, q13, %q9 \n" "pld [%2, #256] \n" "vld1.f32 {d24-d27}, [%2 :128]! \n"// q12 q13 = _r0 "0: \n" "pld [%1, #256] \n" "vld1.f32 {d20-d23}, [%1 :128]! \n"// q10 q11 = _output0_tm "vmla.f32 q10, q12, %q12 \n" "vmla.f32 q11, q13, %q13 \n" "pld [%3, #256] \n" "vld1.f32 {d28-d31}, [%3 :128]! \n"// q14 q15 = _r1 "vmla.f32 q8, q14, %q10 \n" "vmla.f32 q9, q15, %q11 \n" "pld [%3, #256] \n" "vld1.f32 {d28-d31}, [%3 :128]! \n"// q14 q15 = _r1 "pld [%2, #256] \n" "vld1.f32 {d24-d27}, [%2 :128]! \n"// q12 q13 = _r0 "vmla.f32 q10, q14, %q14 \n" "vmla.f32 q11, q15, %q15 \n" "vst1.f32 {d16-d19}, [r4 :128]! \n" "pld [%1, #256] \n" "vld1.f32 {d16-d19}, [%1 :128]! \n"// q8 q9 = _output0_tm "vmla.f32 q8, q12, %q8 \n" "vmla.f32 q9, q13, %q9 \n" "pld [%2, #256] \n" "vld1.f32 {d24-d27}, [%2 :128]! \n"// q12 q13 = _r0 "vst1.f32 {d20-d23}, [r4 :128]! \n" "pld [%1, #256] \n" "vld1.f32 {d20-d23}, [%1 :128]! \n"// q10 q11 = _output0_tm "vmla.f32 q10, q12, %q12 \n" "vmla.f32 q11, q13, %q13 \n" "pld [%3, #256] \n" "vld1.f32 {d28-d31}, [%3 :128]! \n"// q14 q15 = _r1 "vmla.f32 q8, q14, %q10 \n" "vmla.f32 q9, q15, %q11 \n" "pld [%3, #256] \n" "vld1.f32 {d28-d31}, [%3 :128]! \n"// q14 q15 = _r1 "pld [%2, #256] \n" "vld1.f32 {d24-d27}, [%2 :128]! \n"// q12 q13 = _r0 "vmla.f32 q10, q14, %q14 \n" "vmla.f32 q11, q15, %q15 \n" "vst1.f32 {d16-d19}, [r4 :128]! \n" "pld [%1, #256] \n" "vld1.f32 {d16-d19}, [%1 :128]! \n"// q8 q9 = _output0_tm "vmla.f32 q8, q12, %q8 \n" "vmla.f32 q9, q13, %q9 \n" "pld [%2, #256] \n" "vld1.f32 {d24-d27}, [%2 :128]! \n"// q12 q13 = _r0 "vst1.f32 {d20-d23}, [r4 :128]! \n" "pld [%1, #256] \n" "vld1.f32 {d20-d23}, [%1 :128]! \n"// q10 q11 = _output0_tm "vmla.f32 q10, q12, %q12 \n" "vmla.f32 q11, q13, %q13 \n" "pld [%3, #256] \n" "vld1.f32 {d28-d31}, [%3 :128]! \n"// q14 q15 = _r1 "vmla.f32 q8, q14, %q10 \n" "vmla.f32 q9, q15, %q11 \n" "pld [%3, #256] \n" "vld1.f32 {d28-d31}, [%3 :128]! \n"// q14 q15 = _r1 "pld [%2, #256] \n" "vld1.f32 {d24-d27}, [%2 :128]! \n"// q12 q13 = _r0 "vmla.f32 q10, q14, %q14 \n" "vmla.f32 q11, q15, %q15 \n" "vst1.f32 {d16-d19}, [r4 :128]! \n" "pld [%1, #256] \n" "vld1.f32 {d16-d19}, [%1 :128]! \n"// q8 q9 = _output0_tm "vmla.f32 q8, q12, %q8 \n" "vmla.f32 q9, q13, %q9 \n" "pld [%2, #256] \n" "vld1.f32 {d24-d27}, [%2 :128]! \n"// q12 q13 = _r0 "vst1.f32 {d20-d23}, [r4 :128]! \n" "pld [%1, #256] \n" "vld1.f32 {d20-d23}, [%1 :128]! \n"// q10 q11 = _output0_tm "vmla.f32 q10, q12, %q12 \n" "vmla.f32 q11, q13, %q13 \n" "pld [%3, #256] \n" "vld1.f32 {d28-d31}, [%3 :128]! \n"// q14 q15 = _r1 "vmla.f32 q8, q14, %q10 \n" "vmla.f32 q9, q15, %q11 \n" "pld [%3, #256] \n" "vld1.f32 {d28-d31}, [%3 :128]! \n"// q14 q15 = _r1 "pld [%2, #256] \n" "vld1.f32 {d24-d27}, [%2 :128]! \n"// q12 q13 = _r0 "vmla.f32 q10, q14, %q14 \n" "vmla.f32 q11, q15, %q15 \n" "vst1.f32 {d16-d19}, [r4 :128]! \n" "pld [%1, #256] \n" "vld1.f32 {d16-d19}, [%1 :128]! \n"// q8 q9 = _output0_tm "vmla.f32 q8, q12, %q8 \n" "vmla.f32 q9, q13, %q9 \n" "pld [%2, #256] \n" "vld1.f32 {d24-d27}, [%2 :128]! \n"// q12 q13 = _r0 "subs %0, #1 \n" "vst1.f32 {d20-d23}, [r4 :128]! \n" "bne 0b \n" "sub %1, #32 \n" "sub %2, #64 \n" : "=r"(nn), // %0 "=r"(output0_tm), // %1 "=r"(r0), // %2 "=r"(r1) // %3 : "0"(nn), "1"(output0_tm), "2"(r0), "3"(r1), "w"(_k0), // %8 "w"(_k0n), // %9 "w"(_k1), // %10 "w"(_k1n), // %11 "w"(_k0nn), // %12 "w"(_k0nnn), // %13 "w"(_k1nn), // %14 "w"(_k1nnn) // %15 : "cc", "memory", "r4", "q8", "q9", "q10", "q11", "q12", "q13", "q14", "q15" ); } #endif // __aarch64__ #endif // __ARM_NEON for (; remain>0; remain--) { #if __ARM_NEON #if __aarch64__ float32x4_t _output0_tm = vld1q_f32(output0_tm); float32x4_t _output0_tmn = vld1q_f32(output0_tm+4); float32x4_t _r0 = vld1q_f32(r0); float32x4_t _r0n = vld1q_f32(r0+4); float32x4_t _r1 = vld1q_f32(r1); float32x4_t _r1n = vld1q_f32(r1+4); r0 += 8; r1 += 8; _output0_tm = vmlaq_f32(_output0_tm, _r0, _k0); _output0_tmn = vmlaq_f32(_output0_tmn, _r0n, _k0n); _output0_tm = vmlaq_f32(_output0_tm, _r1, _k1); _output0_tmn = vmlaq_f32(_output0_tmn, _r1n, _k1n); vst1q_f32(output0_tm, _output0_tm); vst1q_f32(output0_tm+4, _output0_tmn); output0_tm += 8; _output0_tm = vld1q_f32(output0_tm); _output0_tmn = vld1q_f32(output0_tm+4); _r0 = vld1q_f32(r0); _r0n = vld1q_f32(r0+4); _r1 = vld1q_f32(r1); _r1n = vld1q_f32(r1+4); r0 += 8; r1 += 8; _output0_tm = vmlaq_f32(_output0_tm, _r0, _k0nn); _output0_tmn = vmlaq_f32(_output0_tmn, _r0n, _k0nnn); _output0_tm = vmlaq_f32(_output0_tm, _r1, _k1nn); _output0_tmn = vmlaq_f32(_output0_tmn, _r1n, _k1nnn); vst1q_f32(output0_tm, _output0_tm); vst1q_f32(output0_tm+4, _output0_tmn); output0_tm += 8; #else asm volatile( "mov r4, %0 \n" "pld [%1, #256] \n" "vld1.f32 {d24-d27}, [%1 :128]! \n"// q12 q13 = _r0 "pld [%0, #256] \n" "vld1.f32 {d16-d19}, [%0 :128]! \n"// q8 q9 = _output0_tm "vmla.f32 q8, q12, %q6 \n" "pld [%2, #256] \n" "vld1.f32 {d28-d31}, [%2 :128]! \n"// q14 q15 = _r1 "vmla.f32 q9, q13, %q7 \n" "pld [%1, #256] \n" "vld1.f32 {d24-d27}, [%1 :128]! \n"// q12 q13 = _r0 "vmla.f32 q8, q14, %q8 \n" "pld [%0, #256] \n" "vld1.f32 {d20-d23}, [%0 :128] \n"// q10 q11 = _output0_tm "vmla.f32 q9, q15, %q9 \n" "vmla.f32 q10, q12, %q10 \n" "vmla.f32 q11, q13, %q11 \n" "vst1.f32 {d16-d19}, [r4 :128] \n" "pld [%2, #256] \n" "vld1.f32 {d28-d31}, [%2 :128]! \n"// q14 q15 = _r1 "vmla.f32 q10, q14, %q12 \n" "vmla.f32 q11, q15, %q13 \n" "vst1.f32 {d20-d23}, [%0 :128]! \n" : "=r"(output0_tm), // %0 "=r"(r0), // %1 "=r"(r1) // %2 : "0"(output0_tm), "1"(r0), "2"(r1), "w"(_k0), // %6 "w"(_k0n), // %7 "w"(_k1), // %8 "w"(_k1n), // %9 "w"(_k0nn), // %10 "w"(_k0nnn), // %11 "w"(_k1nn), // %12 "w"(_k1nnn) // %13 : "cc", "memory", "r4", "q8", "q9", "q10", "q11", "q12", "q13", "q14", "q15" ); #endif // __aarch64__ #else for (int m=0; m<16; m++) { output0_tm[m] += r0[m] * k0[m]; output0_tm[m] += r1[m] * k1[m]; } r0 += 16; r1 += 16; output0_tm += 16; #endif // __ARM_NEON } #if __ARM_NEON #if __aarch64__ k0 += 16; k1 += 16; #endif // __aarch64__ #else k0 += 16; k1 += 16; #endif // __ARM_NEON } } for (; q<inch; q++) { const float* r0 = bottom_blob_tm.channel(q); const float* k0 = kernel0_tm.row(q); float* output0_tm = out0_tm; for (int r=0; r<4; r++) { #if __ARM_NEON #if __aarch64__ float32x4_t _k0 = vld1q_f32(k0); float32x4_t _k0n = vld1q_f32(k0+4); float32x4_t _k0nn = vld1q_f32(k0+8); float32x4_t _k0nnn = vld1q_f32(k0+12); #else float32x4_t _k0; float32x4_t _k0n; float32x4_t _k0nn; float32x4_t _k0nnn; asm volatile( "pld [%0, #512] \n" "vld1.f32 {%e1-%f1}, [%0 :128]! \n" "vld1.f32 {%e2-%f2}, [%0 :128]! \n" "vld1.f32 {%e3-%f3}, [%0 :128]! \n" "vld1.f32 {%e4-%f4}, [%0 :128]! \n" : "=r"(k0), // %0 "=w"(_k0), // %1 "=w"(_k0n), // %2 "=w"(_k0nn), // %3 "=w"(_k0nnn) // %4 : "0"(k0) : "cc", "memory" ); #endif // __aarch64__ #endif // __ARM_NEON // tile for (int i=0; i<tiles; i++) { #if __ARM_NEON #if __aarch64__ float32x4_t _output0_tm = vld1q_f32(output0_tm); float32x4_t _output0_tmn = vld1q_f32(output0_tm+4); float32x4_t _r0 = vld1q_f32(r0); float32x4_t _r0n = vld1q_f32(r0+4); r0 += 8; _output0_tm = vmlaq_f32(_output0_tm, _r0, _k0); _output0_tmn = vmlaq_f32(_output0_tmn, _r0n, _k0n); vst1q_f32(output0_tm, _output0_tm); vst1q_f32(output0_tm+4, _output0_tmn); output0_tm += 8; _output0_tm = vld1q_f32(output0_tm); _output0_tmn = vld1q_f32(output0_tm+4); _r0 = vld1q_f32(r0); _r0n = vld1q_f32(r0+4); r0 += 8; _output0_tm = vmlaq_f32(_output0_tm, _r0, _k0nn); _output0_tmn = vmlaq_f32(_output0_tmn, _r0n, _k0nnn); vst1q_f32(output0_tm, _output0_tm); vst1q_f32(output0_tm+4, _output0_tmn); output0_tm += 8; #else asm volatile( "mov r4, %0 \n" "pld [%1, #256] \n" "vld1.f32 {d24-d27}, [%1 :128]! \n"// q12 q13 = _r0 "pld [%0, #256] \n" "vld1.f32 {d16-d19}, [%0 :128]! \n"// q8 q9 = _output0_tm "vmla.f32 q8, q12, %q4 \n" "vmla.f32 q9, q13, %q5 \n" "pld [%1, #256] \n" "vld1.f32 {d24-d27}, [%1 :128]! \n"// q12 q13 = _r0 "pld [%0, #256] \n" "vld1.f32 {d20-d23}, [%0 :128] \n"// q10 q11 = _output0_tm "vmla.f32 q10, q12, %q6 \n" "vst1.f32 {d16-d19}, [r4 :128] \n" "vmla.f32 q11, q13, %q7 \n" "vst1.f32 {d20-d23}, [%0 :128]! \n" : "=r"(output0_tm), // %0 "=r"(r0) // %1 : "0"(output0_tm), "1"(r0), "w"(_k0), // %4 "w"(_k0n), // %5 "w"(_k0nn), // %6 "w"(_k0nnn) // %7 : "cc", "memory", "r4", "q8", "q9", "q10", "q11", "q12", "q13", "q14", "q15" ); #endif // __aarch64__ #else for (int m=0; m<16; m++) { output0_tm[m] += r0[m] * k0[m]; } r0 += 16; output0_tm += 16; #endif // __ARM_NEON } #if __ARM_NEON #if __aarch64__ k0 += 16; #endif // __aarch64__ #else k0 += 16; #endif // __ARM_NEON } } } } bottom_blob_tm = Mat(); // END dot // BEGIN transform output Mat top_blob_bordered; top_blob_bordered.create(outw, outh, outch); { // const float otm[6][8] = { // {1.0f, 1.0f, 1.0f, 1.0f, 1.0f, 32.0f, 32.0f, 0.0f}, // {0.0f, 1.0f, -1.0f, 2.0f, -2.0f, 16.0f,-16.0f, 0.0f}, // {0.0f, 1.0f, 1.0f, 4.0f, 4.0f, 8.0f, 8.0f, 0.0f}, // {0.0f, 1.0f, -1.0f, 8.0f, -8.0f, 4.0f, -4.0f, 0.0f}, // {0.0f, 1.0f, 1.0f, 16.0f, 16.0f, 2.0f, 2.0f, 0.0f}, // {0.0f, 1.0f, -1.0f, 32.0f, -32.0f, 1.0f, -1.0f, 1.0f} // }; // 0 = r0 + (r1 + r2) + (r3 + r4) + (r5 + r6) * 32 // 1 = (r1 - r2) + (r3 - r4) * 2 + (r5 - r6) * 16 // 2 = (r1 + r2) + (r3 + r4) * 4 + (r5 + r6) * 8 // 3 = (r1 - r2) + (r3 - r4) * 8 + (r5 - r6) * 4 // 4 = (r1 + r2) + (r3 + r4) * 16+ (r5 + r6) * 2 // 5 = r7 + (r1 - r2) + (r3 - r4) * 32+ (r5 - r6) int w_tm = outw / 6 * 8; int h_tm = outh / 6 * 8; const int tiles = w_tm/8 * h_tm/8; #pragma omp parallel for for (int p = 0; p<outch; p++) { const Mat out0_tm = top_blob_tm.channel(p); Mat out0 = top_blob_bordered.channel(p); const float bias0 = bias ? bias[p] : 0.f; float tmp[6][8]; // tile for (int i=0; i<outh/6; i++) { for (int j=0; j<outw/6; j++) { const float* output0_tm01 = out0_tm.row(i * w_tm/8 + j); const float* output0_tm23 = out0_tm.row(tiles + i * w_tm/8 + j); const float* output0_tm45 = out0_tm.row(tiles * 2 + i * w_tm/8 + j); const float* output0_tm67 = out0_tm.row(tiles * 3 + i * w_tm/8 + j); float* output0 = out0.row(i * 6) + j * 6; const float* output0_tms[4] = { output0_tm01, output0_tm23, output0_tm45, output0_tm67 }; for (int m=0; m<8; m++) { const float* output0_tm = output0_tms[m/2] + (m%2) * 8; float tmp024a = output0_tm[1] + output0_tm[2]; float tmp135a = output0_tm[1] - output0_tm[2]; float tmp024b = output0_tm[3] + output0_tm[4]; float tmp135b = output0_tm[3] - output0_tm[4]; float tmp024c = output0_tm[5] + output0_tm[6]; float tmp135c = output0_tm[5] - output0_tm[6]; tmp[0][m] = output0_tm[0] + tmp024a + tmp024b + tmp024c * 32; tmp[2][m] = tmp024a + tmp024b * 4 + tmp024c * 8; tmp[4][m] = tmp024a + tmp024b * 16 + tmp024c + tmp024c; tmp[1][m] = tmp135a + tmp135b + tmp135b + tmp135c * 16; tmp[3][m] = tmp135a + tmp135b * 8 + tmp135c * 4; tmp[5][m] = output0_tm[7] + tmp135a + tmp135b * 32 + tmp135c; } for (int m=0; m<6; m++) { const float* tmp0 = tmp[m]; float tmp024a = tmp0[1] + tmp0[2]; float tmp135a = tmp0[1] - tmp0[2]; float tmp024b = tmp0[3] + tmp0[4]; float tmp135b = tmp0[3] - tmp0[4]; float tmp024c = tmp0[5] + tmp0[6]; float tmp135c = tmp0[5] - tmp0[6]; output0[0] = bias0 + tmp0[0] + tmp024a + tmp024b + tmp024c * 32; output0[2] = bias0 + tmp024a + tmp024b * 4 + tmp024c * 8; output0[4] = bias0 + tmp024a + tmp024b * 16 + tmp024c + tmp024c; output0[1] = bias0 + tmp135a + tmp135b + tmp135b + tmp135c * 16; output0[3] = bias0 + tmp135a + tmp135b * 8 + tmp135c * 4; output0[5] = bias0 + tmp0[7] + tmp135a + tmp135b * 32 + tmp135c; output0 += outw; } } } } } // END transform output // cut result pad copy_cut_border(top_blob_bordered, top_blob, 0, top_blob_bordered.h - top_blob.h, 0, top_blob_bordered.w - top_blob.w); } static void conv3x3s1_winograd64_neon3(const Mat& bottom_blob, Mat& top_blob, const Mat& kernel_tm, const Mat& _bias) { int w = bottom_blob.w; int h = bottom_blob.h; int inch = bottom_blob.c; int outw = top_blob.w; int outh = top_blob.h; int outch = top_blob.c; // pad to 6n+2 Mat bottom_blob_bordered = bottom_blob; outw = (outw + 5) / 6 * 6; outh = (outh + 5) / 6 * 6; w = outw + 2; h = outh + 2; copy_make_border(bottom_blob, bottom_blob_bordered, 0, h - bottom_blob.h, 0, w - bottom_blob.w, 0, 0.f); const float* bias = _bias; // BEGIN transform input Mat bottom_blob_tm; { int w_tm = outw / 6 * 8; int h_tm = outh / 6 * 8; bottom_blob_tm.create(8, 8 * w_tm/8 * h_tm/8, inch); const int tiles = w_tm/8 * h_tm/8; // const float itm[8][8] = { // {1.0f, 0.0f, -5.25f, 0.00f, 5.25f, 0.00f, -1.0f, 0.0f}, // // {0.0f, 1.0f, 1.00f, -4.25f, -4.25f, 1.00f, 1.0f, 0.0f}, // {0.0f, -1.0f, 1.00f, 4.25f, -4.25f, -1.00f, 1.0f, 0.0f}, // // {0.0f, 0.5f, 0.25f, -2.50f, -1.25f, 2.00f, 1.0f, 0.0f}, // {0.0f, -0.5f, 0.25f, 2.50f, -1.25f, -2.00f, 1.0f, 0.0f}, // // {0.0f, 2.0f, 4.00f, -2.50f, -5.00f, 0.50f, 1.0f, 0.0f}, // {0.0f, -2.0f, 4.00f, 2.50f, -5.00f, -0.50f, 1.0f, 0.0f}, // // {0.0f, -1.0f, 0.00f, 5.25f, 0.00f, -5.25f, 0.0f, 1.0f} // }; // 0 = r00 - r06 + (r04 - r02) * 5.25 // 7 = r07 - r01 + (r03 - r05) * 5.25 // 1 = (r02 + r06 - r04 * 4.25) + (r01 - r03 * 4.25 + r05) // 2 = (r02 + r06 - r04 * 4.25) - (r01 - r03 * 4.25 + r05) // 3 = (r06 + r02 * 0.25 - r04 * 1.25) + (r01 * 0.5 - r03 * 2.5 + r05 * 2) // 4 = (r06 + r02 * 0.25 - r04 * 1.25) - (r01 * 0.5 - r03 * 2.5 + r05 * 2) // reuse r04 * 1.25 // reuse r03 * 2.5 // 5 = (r06 + (r02 - r04 * 1.25) * 4) + (r01 * 2 - r03 * 2.5 + r05 * 0.5) // 6 = (r06 + (r02 - r04 * 1.25) * 4) - (r01 * 2 - r03 * 2.5 + r05 * 0.5) #pragma omp parallel for for (int q = 0; q<inch; q++) { const Mat img0 = bottom_blob_bordered.channel(q); Mat img0_tm = bottom_blob_tm.channel(q); float tmp[8][8]; // tile for (int i=0; i<h_tm/8; i++) { for (int j=0; j<w_tm/8; j++) { const float* r0 = img0.row(i * 6) + j * 6; float* r0_tm0 = img0_tm.row(i * w_tm/8 + j); float* r0_tm1 = img0_tm.row(i * w_tm/8 + j + tiles); float* r0_tm2 = img0_tm.row(i * w_tm/8 + j + tiles * 2); float* r0_tm3 = img0_tm.row(i * w_tm/8 + j + tiles * 3); float* r0_tm4 = img0_tm.row(i * w_tm/8 + j + tiles * 4); float* r0_tm5 = img0_tm.row(i * w_tm/8 + j + tiles * 5); float* r0_tm6 = img0_tm.row(i * w_tm/8 + j + tiles * 6); float* r0_tm7 = img0_tm.row(i * w_tm/8 + j + tiles * 7); for (int m=0; m<8; m++) { tmp[0][m] = r0[0] - r0[6] + (r0[4] - r0[2]) * 5.25; tmp[7][m] = r0[7] - r0[1] + (r0[3] - r0[5]) * 5.25; float tmp12a = (r0[2] + r0[6] - r0[4] * 4.25); float tmp12b = (r0[1] + r0[5] - r0[3] * 4.25); tmp[1][m] = tmp12a + tmp12b; tmp[2][m] = tmp12a - tmp12b; float tmp34a = (r0[6] + r0[2] * 0.25 - r0[4] * 1.25); float tmp34b = (r0[1] * 0.5 - r0[3] * 2.5 + r0[5] * 2); tmp[3][m] = tmp34a + tmp34b; tmp[4][m] = tmp34a - tmp34b; float tmp56a = (r0[6] + (r0[2] - r0[4] * 1.25) * 4); float tmp56b = (r0[1] * 2 - r0[3] * 2.5 + r0[5] * 0.5); tmp[5][m] = tmp56a + tmp56b; tmp[6][m] = tmp56a - tmp56b; r0 += w; } float* r0_tms[8] = { r0_tm0, r0_tm1, r0_tm2, r0_tm3, r0_tm4, r0_tm5, r0_tm6, r0_tm7 }; for (int m=0; m<8; m++) { const float* tmp0 = tmp[m]; float* r0_tm = r0_tms[m]; r0_tm[0] = tmp0[0] - tmp0[6] + (tmp0[4] - tmp0[2]) * 5.25; r0_tm[7] = tmp0[7] - tmp0[1] + (tmp0[3] - tmp0[5]) * 5.25; float tmp12a = (tmp0[2] + tmp0[6] - tmp0[4] * 4.25); float tmp12b = (tmp0[1] - tmp0[3] * 4.25 + tmp0[5]); r0_tm[1] = tmp12a + tmp12b; r0_tm[2] = tmp12a - tmp12b; float tmp34a = (tmp0[6] + tmp0[2] * 0.25 - tmp0[4] * 1.25); float tmp34b = (tmp0[1] * 0.5 - tmp0[3] * 2.5 + tmp0[5] * 2); r0_tm[3] = tmp34a + tmp34b; r0_tm[4] = tmp34a - tmp34b; float tmp56a = (tmp0[6] + (tmp0[2] - tmp0[4] * 1.25) * 4); float tmp56b = (tmp0[1] * 2 - tmp0[3] * 2.5 + tmp0[5] * 0.5); r0_tm[5] = tmp56a + tmp56b; r0_tm[6] = tmp56a - tmp56b; } } } } } bottom_blob_bordered = Mat(); // END transform input // BEGIN dot Mat top_blob_tm; { int w_tm = outw / 6 * 8; int h_tm = outh / 6 * 8; top_blob_tm.create(8, 8 * w_tm/8 * h_tm/8, outch); const int tiles = h_tm/8 * w_tm/8; int nn_outch = outch >> 1; int remain_outch_start = nn_outch << 1; #pragma omp parallel for for (int pp=0; pp<nn_outch; pp++) { int p = pp * 2; Mat out0_tm = top_blob_tm.channel(p); Mat out1_tm = top_blob_tm.channel(p+1); const Mat kernel0_tm = kernel_tm.channel(p); const Mat kernel1_tm = kernel_tm.channel(p+1); out0_tm.fill(0.f); out1_tm.fill(0.f); int q = 0; for (; q+1<inch; q+=2) { const float* r0 = bottom_blob_tm.channel(q); const float* r1 = bottom_blob_tm.channel(q+1); const float* k00 = kernel0_tm.row(q); const float* k01 = kernel0_tm.row(q+1); const float* k10 = kernel1_tm.row(q); const float* k11 = kernel1_tm.row(q+1); float* output0_tm = out0_tm; float* output1_tm = out1_tm; for (int r=0; r<8; r++) { #if __ARM_NEON #if __aarch64__ float32x4_t _k00 = vld1q_f32(k00); float32x4_t _k00n = vld1q_f32(k00+4); float32x4_t _k01 = vld1q_f32(k01); float32x4_t _k01n = vld1q_f32(k01+4); float32x4_t _k10 = vld1q_f32(k10); float32x4_t _k10n = vld1q_f32(k10+4); float32x4_t _k11 = vld1q_f32(k11); float32x4_t _k11n = vld1q_f32(k11+4); #else float32x4_t _k00; float32x4_t _k00n; float32x4_t _k01; float32x4_t _k01n; float32x4_t _k10; float32x4_t _k10n; float32x4_t _k11; float32x4_t _k11n; asm volatile( "pld [%0, #256] \n" "vld1.f32 {%e4-%f4}, [%0 :128]! \n" "pld [%1, #256] \n" "vld1.f32 {%e6-%f6}, [%1 :128]! \n" "pld [%2, #256] \n" "vld1.f32 {%e8-%f8}, [%2 :128]! \n" "pld [%3, #256] \n" "vld1.f32 {%e10-%f10}, [%3 :128]! \n" "vld1.f32 {%e5-%f5}, [%0 :128]! \n" "vld1.f32 {%e7-%f7}, [%1 :128]! \n" "vld1.f32 {%e9-%f9}, [%2 :128]! \n" "vld1.f32 {%e11-%f11}, [%3 :128]! \n" : "=r"(k00), // %0 "=r"(k01), // %1 "=r"(k10), // %2 "=r"(k11), // %3 "=w"(_k00), // %4 "=w"(_k00n), // %5 "=w"(_k01), // %6 "=w"(_k01n), // %7 "=w"(_k10), // %8 "=w"(_k10n), // %9 "=w"(_k11), // %10 "=w"(_k11n) // %11 : "0"(k00), "1"(k01), "2"(k10), "3"(k11) : "cc", "memory" ); #endif // __aarch64__ #endif // __ARM_NEON // tile #if __ARM_NEON int nn = tiles >> 2; int remain = tiles & 3; #else int remain = tiles; #endif // __ARM_NEON #if __ARM_NEON #if __aarch64__ for (; nn>0; nn--) { float32x4_t _output0_tm = vld1q_f32(output0_tm); float32x4_t _output0_tmn = vld1q_f32(output0_tm+4); float32x4_t _output1_tm = vld1q_f32(output1_tm); float32x4_t _output1_tmn = vld1q_f32(output1_tm+4); float32x4_t _r0 = vld1q_f32(r0); float32x4_t _r0n = vld1q_f32(r0+4); float32x4_t _r1 = vld1q_f32(r1); float32x4_t _r1n = vld1q_f32(r1+4); r0 += 8; r1 += 8; _output0_tm = vmlaq_f32(_output0_tm, _r0, _k00); _output0_tmn = vmlaq_f32(_output0_tmn, _r0n, _k00n); _output0_tm = vmlaq_f32(_output0_tm, _r1, _k01); _output0_tmn = vmlaq_f32(_output0_tmn, _r1n, _k01n); _output1_tm = vmlaq_f32(_output1_tm, _r0, _k10); _output1_tmn = vmlaq_f32(_output1_tmn, _r0n, _k10n); _output1_tm = vmlaq_f32(_output1_tm, _r1, _k11); _output1_tmn = vmlaq_f32(_output1_tmn, _r1n, _k11n); vst1q_f32(output0_tm, _output0_tm); vst1q_f32(output0_tm+4, _output0_tmn); vst1q_f32(output1_tm, _output1_tm); vst1q_f32(output1_tm+4, _output1_tmn); output0_tm += 8; output1_tm += 8; _output0_tm = vld1q_f32(output0_tm); _output0_tmn = vld1q_f32(output0_tm+4); _output1_tm = vld1q_f32(output1_tm); _output1_tmn = vld1q_f32(output1_tm+4); _r0 = vld1q_f32(r0); _r0n = vld1q_f32(r0+4); _r1 = vld1q_f32(r1); _r1n = vld1q_f32(r1+4); r0 += 8; r1 += 8; _output0_tm = vmlaq_f32(_output0_tm, _r0, _k00); _output0_tmn = vmlaq_f32(_output0_tmn, _r0n, _k00n); _output0_tm = vmlaq_f32(_output0_tm, _r1, _k01); _output0_tmn = vmlaq_f32(_output0_tmn, _r1n, _k01n); _output1_tm = vmlaq_f32(_output1_tm, _r0, _k10); _output1_tmn = vmlaq_f32(_output1_tmn, _r0n, _k10n); _output1_tm = vmlaq_f32(_output1_tm, _r1, _k11); _output1_tmn = vmlaq_f32(_output1_tmn, _r1n, _k11n); vst1q_f32(output0_tm, _output0_tm); vst1q_f32(output0_tm+4, _output0_tmn); vst1q_f32(output1_tm, _output1_tm); vst1q_f32(output1_tm+4, _output1_tmn); output0_tm += 8; output1_tm += 8; _output0_tm = vld1q_f32(output0_tm); _output0_tmn = vld1q_f32(output0_tm+4); _output1_tm = vld1q_f32(output1_tm); _output1_tmn = vld1q_f32(output1_tm+4); _r0 = vld1q_f32(r0); _r0n = vld1q_f32(r0+4); _r1 = vld1q_f32(r1); _r1n = vld1q_f32(r1+4); r0 += 8; r1 += 8; _output0_tm = vmlaq_f32(_output0_tm, _r0, _k00); _output0_tmn = vmlaq_f32(_output0_tmn, _r0n, _k00n); _output0_tm = vmlaq_f32(_output0_tm, _r1, _k01); _output0_tmn = vmlaq_f32(_output0_tmn, _r1n, _k01n); _output1_tm = vmlaq_f32(_output1_tm, _r0, _k10); _output1_tmn = vmlaq_f32(_output1_tmn, _r0n, _k10n); _output1_tm = vmlaq_f32(_output1_tm, _r1, _k11); _output1_tmn = vmlaq_f32(_output1_tmn, _r1n, _k11n); vst1q_f32(output0_tm, _output0_tm); vst1q_f32(output0_tm+4, _output0_tmn); vst1q_f32(output1_tm, _output1_tm); vst1q_f32(output1_tm+4, _output1_tmn); output0_tm += 8; output1_tm += 8; _output0_tm = vld1q_f32(output0_tm); _output0_tmn = vld1q_f32(output0_tm+4); _output1_tm = vld1q_f32(output1_tm); _output1_tmn = vld1q_f32(output1_tm+4); _r0 = vld1q_f32(r0); _r0n = vld1q_f32(r0+4); _r1 = vld1q_f32(r1); _r1n = vld1q_f32(r1+4); r0 += 8; r1 += 8; _output0_tm = vmlaq_f32(_output0_tm, _r0, _k00); _output0_tmn = vmlaq_f32(_output0_tmn, _r0n, _k00n); _output0_tm = vmlaq_f32(_output0_tm, _r1, _k01); _output0_tmn = vmlaq_f32(_output0_tmn, _r1n, _k01n); _output1_tm = vmlaq_f32(_output1_tm, _r0, _k10); _output1_tmn = vmlaq_f32(_output1_tmn, _r0n, _k10n); _output1_tm = vmlaq_f32(_output1_tm, _r1, _k11); _output1_tmn = vmlaq_f32(_output1_tmn, _r1n, _k11n); vst1q_f32(output0_tm, _output0_tm); vst1q_f32(output0_tm+4, _output0_tmn); vst1q_f32(output1_tm, _output1_tm); vst1q_f32(output1_tm+4, _output1_tmn); output0_tm += 8; output1_tm += 8; } #else if (nn > 0) { asm volatile( "0: \n" "pld [%3, #256] \n" "vld1.f32 {d24-d27}, [%3 :128]! \n"// q12 q13 = _r0 "pld [%1, #256] \n" "vld1.f32 {d16-d19}, [%1 :128] \n"// q8 q9 = _output0_tm "vmla.f32 q8, q12, %q10 \n" "vmla.f32 q9, q13, %q11 \n" "pld [%4, #256] \n" "vld1.f32 {d28-d31}, [%4 :128]! \n"// q14 q15 = _r1 "vmla.f32 q8, q14, %q12 \n" "vmla.f32 q9, q15, %q13 \n" "pld [%2, #256] \n" "vld1.f32 {d20-d23}, [%2 :128] \n"// q10 q11 = _output1_tm "vmla.f32 q10, q12, %q14 \n" "vmla.f32 q11, q13, %q15 \n" "pld [%3, #256] \n" "vld1.f32 {d24-d27}, [%3 :128]! \n"// q12 q13 = _r0 "vmla.f32 q10, q14, %q16 \n" "vmla.f32 q11, q15, %q17 \n" "vst1.f32 {d16-d19}, [%1 :128]! \n" "pld [%1, #256] \n" "vld1.f32 {d16-d19}, [%1 :128] \n"// q8 q9 = _output0_tm "vmla.f32 q8, q12, %q10 \n" "vmla.f32 q9, q13, %q11 \n" "pld [%4, #256] \n" "vld1.f32 {d28-d31}, [%4 :128]! \n"// q14 q15 = _r1 "vmla.f32 q8, q14, %q12 \n" "vmla.f32 q9, q15, %q13 \n" "vst1.f32 {d20-d23}, [%2 :128]! \n" "pld [%2, #256] \n" "vld1.f32 {d20-d23}, [%2 :128] \n"// q10 q11 = _output1_tm "vmla.f32 q10, q12, %q14 \n" "vmla.f32 q11, q13, %q15 \n" "pld [%3, #256] \n" "vld1.f32 {d24-d27}, [%3 :128]! \n"// q12 q13 = _r0 "vmla.f32 q10, q14, %q16 \n" "vmla.f32 q11, q15, %q17 \n" "vst1.f32 {d16-d19}, [%1 :128]! \n" "pld [%1, #256] \n" "vld1.f32 {d16-d19}, [%1 :128] \n"// q8 q9 = _output0_tm "vmla.f32 q8, q12, %q10 \n" "vmla.f32 q9, q13, %q11 \n" "pld [%4, #256] \n" "vld1.f32 {d28-d31}, [%4 :128]! \n"// q14 q15 = _r1 "vmla.f32 q8, q14, %q12 \n" "vmla.f32 q9, q15, %q13 \n" "vst1.f32 {d20-d23}, [%2 :128]! \n" "pld [%2, #256] \n" "vld1.f32 {d20-d23}, [%2 :128] \n"// q10 q11 = _output1_tm "vmla.f32 q10, q12, %q14 \n" "vmla.f32 q11, q13, %q15 \n" "pld [%3, #256] \n" "vld1.f32 {d24-d27}, [%3 :128]! \n"// q12 q13 = _r0 "vmla.f32 q10, q14, %q16 \n" "vmla.f32 q11, q15, %q17 \n" "vst1.f32 {d16-d19}, [%1 :128]! \n" "pld [%1, #256] \n" "vld1.f32 {d16-d19}, [%1 :128] \n"// q8 q9 = _output0_tm "vmla.f32 q8, q12, %q10 \n" "vmla.f32 q9, q13, %q11 \n" "pld [%4, #256] \n" "vld1.f32 {d28-d31}, [%4 :128]! \n"// q14 q15 = _r1 "vmla.f32 q8, q14, %q12 \n" "vmla.f32 q9, q15, %q13 \n" "vst1.f32 {d20-d23}, [%2 :128]! \n" "pld [%2, #256] \n" "vld1.f32 {d20-d23}, [%2 :128] \n"// q10 q11 = _output1_tm "vmla.f32 q10, q12, %q14 \n" "vmla.f32 q11, q13, %q15 \n" "vmla.f32 q10, q14, %q16 \n" "vmla.f32 q11, q15, %q17 \n" "vst1.f32 {d16-d19}, [%1 :128]! \n" "vst1.f32 {d20-d23}, [%2 :128]! \n" "subs %0, #1 \n" "bne 0b \n" : "=r"(nn), // %0 "=r"(output0_tm), // %1 "=r"(output1_tm), // %2 "=r"(r0), // %3 "=r"(r1) // %4 : "0"(nn), "1"(output0_tm), "2"(output1_tm), "3"(r0), "4"(r1), "w"(_k00), // %10 "w"(_k00n), // %11 "w"(_k01), // %12 "w"(_k01n), // %13 "w"(_k10), // %14 "w"(_k10n), // %15 "w"(_k11), // %16 "w"(_k11n) // %17 : "cc", "memory", "q8", "q9", "q10", "q11", "q12", "q13", "q14", "q15" ); } #endif // __aarch64__ #endif // __ARM_NEON for (; remain>0; remain--) { #if __ARM_NEON #if __aarch64__ float32x4_t _output0_tm = vld1q_f32(output0_tm); float32x4_t _output0_tmn = vld1q_f32(output0_tm+4); float32x4_t _output1_tm = vld1q_f32(output1_tm); float32x4_t _output1_tmn = vld1q_f32(output1_tm+4); float32x4_t _r0 = vld1q_f32(r0); float32x4_t _r0n = vld1q_f32(r0+4); float32x4_t _r1 = vld1q_f32(r1); float32x4_t _r1n = vld1q_f32(r1+4); r0 += 8; r1 += 8; _output0_tm = vmlaq_f32(_output0_tm, _r0, _k00); _output0_tmn = vmlaq_f32(_output0_tmn, _r0n, _k00n); _output0_tm = vmlaq_f32(_output0_tm, _r1, _k01); _output0_tmn = vmlaq_f32(_output0_tmn, _r1n, _k01n); _output1_tm = vmlaq_f32(_output1_tm, _r0, _k10); _output1_tmn = vmlaq_f32(_output1_tmn, _r0n, _k10n); _output1_tm = vmlaq_f32(_output1_tm, _r1, _k11); _output1_tmn = vmlaq_f32(_output1_tmn, _r1n, _k11n); vst1q_f32(output0_tm, _output0_tm); vst1q_f32(output0_tm+4, _output0_tmn); vst1q_f32(output1_tm, _output1_tm); vst1q_f32(output1_tm+4, _output1_tmn); output0_tm += 8; output1_tm += 8; #else asm volatile( "pld [%2, #256] \n" "vld1.f32 {d24-d27}, [%2 :128]! \n"// q12 q13 = _r0 "pld [%0, #256] \n" "vld1.f32 {d16-d19}, [%0 :128] \n"// q8 q9 = _output0_tm "vmla.f32 q8, q12, %q8 \n" "vmla.f32 q9, q13, %q9 \n" "pld [%3, #256] \n" "vld1.f32 {d28-d31}, [%3 :128]! \n"// q14 q15 = _r1 "vmla.f32 q8, q14, %q10 \n" "vmla.f32 q9, q15, %q11 \n" "pld [%1, #256] \n" "vld1.f32 {d20-d23}, [%1 :128] \n"// q10 q11 = _output1_tm "vmla.f32 q10, q12, %q12 \n" "vmla.f32 q11, q13, %q13 \n" "vmla.f32 q10, q14, %q14 \n" "vmla.f32 q11, q15, %q15 \n" "vst1.f32 {d16-d19}, [%0 :128]! \n" "vst1.f32 {d20-d23}, [%1 :128]! \n" : "=r"(output0_tm), // %0 "=r"(output1_tm), // %1 "=r"(r0), // %2 "=r"(r1) // %3 : "0"(output0_tm), "1"(output1_tm), "2"(r0), "3"(r1), "w"(_k00), // %8 "w"(_k00n), // %9 "w"(_k01), // %10 "w"(_k01n), // %11 "w"(_k10), // %12 "w"(_k10n), // %13 "w"(_k11), // %14 "w"(_k11n) // %15 : "cc", "memory", "q8", "q9", "q10", "q11", "q12", "q13", "q14", "q15" ); #endif // __aarch64__ #else for (int m=0; m<8; m++) { output0_tm[m] += r0[m] * k00[m]; output0_tm[m] += r1[m] * k01[m]; output1_tm[m] += r0[m] * k10[m]; output1_tm[m] += r1[m] * k11[m]; } r0 += 8; r1 += 8; output0_tm += 8; output1_tm += 8; #endif // __ARM_NEON } #if __ARM_NEON #if __aarch64__ k00 += 8; k01 += 8; k10 += 8; k11 += 8; #endif // __aarch64__ #else k00 += 8; k01 += 8; k10 += 8; k11 += 8; #endif // __ARM_NEON } } for (; q<inch; q++) { const float* r0 = bottom_blob_tm.channel(q); const float* k00 = kernel0_tm.row(q); const float* k10 = kernel1_tm.row(q); float* output0_tm = out0_tm; float* output1_tm = out1_tm; for (int r=0; r<8; r++) { #if __ARM_NEON #if __aarch64__ float32x4_t _k00 = vld1q_f32(k00); float32x4_t _k00n = vld1q_f32(k00+4); float32x4_t _k10 = vld1q_f32(k10); float32x4_t _k10n = vld1q_f32(k10+4); #else float32x4_t _k00; float32x4_t _k00n; float32x4_t _k10; float32x4_t _k10n; asm volatile( "pld [%0, #256] \n" "vld1.f32 {%e2-%f2}, [%0 :128]! \n" "pld [%1, #256] \n" "vld1.f32 {%e4-%f4}, [%1 :128]! \n" "vld1.f32 {%e3-%f3}, [%0 :128]! \n" "vld1.f32 {%e5-%f5}, [%1 :128]! \n" : "=r"(k00), // %0 "=r"(k10), // %1 "=w"(_k00), // %2 "=w"(_k00n), // %3 "=w"(_k10), // %4 "=w"(_k10n) // %5 : "0"(k00), "1"(k10) : "cc", "memory" ); #endif // __aarch64__ #endif // __ARM_NEON // tile #if __ARM_NEON int nn = tiles >> 2; int remain = tiles & 3; #else int remain = tiles; #endif // __ARM_NEON #if __ARM_NEON #if __aarch64__ for (; nn>0; nn--) { float32x4_t _output0_tm = vld1q_f32(output0_tm); float32x4_t _output0_tmn = vld1q_f32(output0_tm+4); float32x4_t _output1_tm = vld1q_f32(output1_tm); float32x4_t _output1_tmn = vld1q_f32(output1_tm+4); float32x4_t _r0 = vld1q_f32(r0); float32x4_t _r0n = vld1q_f32(r0+4); r0 += 8; _output0_tm = vmlaq_f32(_output0_tm, _r0, _k00); _output0_tmn = vmlaq_f32(_output0_tmn, _r0n, _k00n); _output1_tm = vmlaq_f32(_output1_tm, _r0, _k10); _output1_tmn = vmlaq_f32(_output1_tmn, _r0n, _k10n); vst1q_f32(output0_tm, _output0_tm); vst1q_f32(output0_tm+4, _output0_tmn); vst1q_f32(output1_tm, _output1_tm); vst1q_f32(output1_tm+4, _output1_tmn); output0_tm += 8; output1_tm += 8; _output0_tm = vld1q_f32(output0_tm); _output0_tmn = vld1q_f32(output0_tm+4); _output1_tm = vld1q_f32(output1_tm); _output1_tmn = vld1q_f32(output1_tm+4); _r0 = vld1q_f32(r0); _r0n = vld1q_f32(r0+4); r0 += 8; _output0_tm = vmlaq_f32(_output0_tm, _r0, _k00); _output0_tmn = vmlaq_f32(_output0_tmn, _r0n, _k00n); _output1_tm = vmlaq_f32(_output1_tm, _r0, _k10); _output1_tmn = vmlaq_f32(_output1_tmn, _r0n, _k10n); vst1q_f32(output0_tm, _output0_tm); vst1q_f32(output0_tm+4, _output0_tmn); vst1q_f32(output1_tm, _output1_tm); vst1q_f32(output1_tm+4, _output1_tmn); output0_tm += 8; output1_tm += 8; _output0_tm = vld1q_f32(output0_tm); _output0_tmn = vld1q_f32(output0_tm+4); _output1_tm = vld1q_f32(output1_tm); _output1_tmn = vld1q_f32(output1_tm+4); _r0 = vld1q_f32(r0); _r0n = vld1q_f32(r0+4); r0 += 8; _output0_tm = vmlaq_f32(_output0_tm, _r0, _k00); _output0_tmn = vmlaq_f32(_output0_tmn, _r0n, _k00n); _output1_tm = vmlaq_f32(_output1_tm, _r0, _k10); _output1_tmn = vmlaq_f32(_output1_tmn, _r0n, _k10n); vst1q_f32(output0_tm, _output0_tm); vst1q_f32(output0_tm+4, _output0_tmn); vst1q_f32(output1_tm, _output1_tm); vst1q_f32(output1_tm+4, _output1_tmn); output0_tm += 8; output1_tm += 8; _output0_tm = vld1q_f32(output0_tm); _output0_tmn = vld1q_f32(output0_tm+4); _output1_tm = vld1q_f32(output1_tm); _output1_tmn = vld1q_f32(output1_tm+4); _r0 = vld1q_f32(r0); _r0n = vld1q_f32(r0+4); r0 += 8; _output0_tm = vmlaq_f32(_output0_tm, _r0, _k00); _output0_tmn = vmlaq_f32(_output0_tmn, _r0n, _k00n); _output1_tm = vmlaq_f32(_output1_tm, _r0, _k10); _output1_tmn = vmlaq_f32(_output1_tmn, _r0n, _k10n); vst1q_f32(output0_tm, _output0_tm); vst1q_f32(output0_tm+4, _output0_tmn); vst1q_f32(output1_tm, _output1_tm); vst1q_f32(output1_tm+4, _output1_tmn); output0_tm += 8; output1_tm += 8; } #else if (nn > 0) { asm volatile( "0: \n" "pld [%3, #256] \n" "vld1.f32 {d24-d27}, [%3 :128]! \n"// q12 q13 = _r0 "pld [%1, #256] \n" "vld1.f32 {d16-d19}, [%1 :128] \n"// q8 q9 = _output0_tm "vmla.f32 q8, q12, %q8 \n" "vmla.f32 q9, q13, %q9 \n" "pld [%2, #256] \n" "vld1.f32 {d20-d23}, [%2 :128] \n"// q10 q11 = _output1_tm "vmla.f32 q10, q12, %q10 \n" "vmla.f32 q11, q13, %q11 \n" "pld [%3, #256] \n" "vld1.f32 {d24-d27}, [%3 :128]! \n"// q12 q13 = _r0 "vst1.f32 {d16-d19}, [%1 :128]! \n" "pld [%1, #256] \n" "vld1.f32 {d16-d19}, [%1 :128] \n"// q8 q9 = _output0_tm "vmla.f32 q8, q12, %q8 \n" "vmla.f32 q9, q13, %q9 \n" "vst1.f32 {d20-d23}, [%2 :128]! \n" "pld [%2, #256] \n" "vld1.f32 {d20-d23}, [%2 :128] \n"// q10 q11 = _output1_tm "vmla.f32 q10, q12, %q10 \n" "vmla.f32 q11, q13, %q11 \n" "pld [%3, #256] \n" "vld1.f32 {d24-d27}, [%3 :128]! \n"// q12 q13 = _r0 "vst1.f32 {d16-d19}, [%1 :128]! \n" "pld [%1, #256] \n" "vld1.f32 {d16-d19}, [%1 :128] \n"// q8 q9 = _output0_tm "vmla.f32 q8, q12, %q8 \n" "vmla.f32 q9, q13, %q9 \n" "vst1.f32 {d20-d23}, [%2 :128]! \n" "pld [%2, #256] \n" "vld1.f32 {d20-d23}, [%2 :128] \n"// q10 q11 = _output1_tm "vmla.f32 q10, q12, %q10 \n" "vmla.f32 q11, q13, %q11 \n" "pld [%3, #256] \n" "vld1.f32 {d24-d27}, [%3 :128]! \n"// q12 q13 = _r0 "vst1.f32 {d16-d19}, [%1 :128]! \n" "pld [%1, #256] \n" "vld1.f32 {d16-d19}, [%1 :128] \n"// q8 q9 = _output0_tm "vmla.f32 q8, q12, %q8 \n" "vmla.f32 q9, q13, %q9 \n" "vst1.f32 {d20-d23}, [%2 :128]! \n" "pld [%2, #256] \n" "vld1.f32 {d20-d23}, [%2 :128] \n"// q10 q11 = _output1_tm "vmla.f32 q10, q12, %q10 \n" "vmla.f32 q11, q13, %q11 \n" "vst1.f32 {d16-d19}, [%1 :128]! \n" "vst1.f32 {d20-d23}, [%2 :128]! \n" "subs %0, #1 \n" "bne 0b \n" : "=r"(nn), // %0 "=r"(output0_tm), // %1 "=r"(output1_tm), // %2 "=r"(r0) // %3 : "0"(nn), "1"(output0_tm), "2"(output1_tm), "3"(r0), "w"(_k00), // %8 "w"(_k00n), // %9 "w"(_k10), // %10 "w"(_k10n) // %11 : "cc", "memory", "q8", "q9", "q10", "q11", "q12", "q13" ); } #endif // __aarch64__ #endif // __ARM_NEON for (; remain>0; remain--) { #if __ARM_NEON #if __aarch64__ float32x4_t _output0_tm = vld1q_f32(output0_tm); float32x4_t _output0_tmn = vld1q_f32(output0_tm+4); float32x4_t _output1_tm = vld1q_f32(output1_tm); float32x4_t _output1_tmn = vld1q_f32(output1_tm+4); float32x4_t _r0 = vld1q_f32(r0); float32x4_t _r0n = vld1q_f32(r0+4); r0 += 8; _output0_tm = vmlaq_f32(_output0_tm, _r0, _k00); _output0_tmn = vmlaq_f32(_output0_tmn, _r0n, _k00n); _output1_tm = vmlaq_f32(_output1_tm, _r0, _k10); _output1_tmn = vmlaq_f32(_output1_tmn, _r0n, _k10n); vst1q_f32(output0_tm, _output0_tm); vst1q_f32(output0_tm+4, _output0_tmn); vst1q_f32(output1_tm, _output1_tm); vst1q_f32(output1_tm+4, _output1_tmn); output0_tm += 8; output1_tm += 8; #else asm volatile( "pld [%2, #256] \n" "vld1.f32 {d24-d27}, [%2 :128]! \n"// q12 q13 = _r0 "pld [%0, #256] \n" "vld1.f32 {d16-d19}, [%0 :128] \n"// q8 q9 = _output0_tm "vmla.f32 q8, q12, %q6 \n" "vmla.f32 q9, q13, %q7 \n" "pld [%1, #256] \n" "vld1.f32 {d20-d23}, [%1 :128] \n"// q10 q11 = _output1_tm "vmla.f32 q10, q12, %q8 \n" "vmla.f32 q11, q13, %q9 \n" "vst1.f32 {d16-d19}, [%0 :128]! \n" "vst1.f32 {d20-d23}, [%1 :128]! \n" : "=r"(output0_tm), // %0 "=r"(output1_tm), // %1 "=r"(r0) // %2 : "0"(output0_tm), "1"(output1_tm), "2"(r0), "w"(_k00), // %6 "w"(_k00n), // %7 "w"(_k10), // %8 "w"(_k10n) // %9 : "cc", "memory", "q8", "q9", "q10", "q11", "q12", "q13" ); #endif // __aarch64__ #else for (int m=0; m<8; m++) { output0_tm[m] += r0[m] * k00[m]; output1_tm[m] += r0[m] * k10[m]; } r0 += 8; output0_tm += 8; output1_tm += 8; #endif // __ARM_NEON } #if __ARM_NEON #if __aarch64__ k00 += 8; k10 += 8; #endif // __aarch64__ #else k00 += 8; k10 += 8; #endif // __ARM_NEON } } } #pragma omp parallel for for (int p = remain_outch_start; p<outch; p++) { Mat out0_tm = top_blob_tm.channel(p); const Mat kernel0_tm = kernel_tm.channel(p); out0_tm.fill(0.f); int q = 0; for (; q+1<inch; q+=2) { const float* r0 = bottom_blob_tm.channel(q); const float* r1 = bottom_blob_tm.channel(q+1); const float* k00 = kernel0_tm.row(q); const float* k01 = kernel0_tm.row(q+1); float* output0_tm = out0_tm; for (int r=0; r<8; r++) { #if __ARM_NEON #if __aarch64__ float32x4_t _k00 = vld1q_f32(k00); float32x4_t _k00n = vld1q_f32(k00+4); float32x4_t _k01 = vld1q_f32(k01); float32x4_t _k01n = vld1q_f32(k01+4); #else float32x4_t _k00; float32x4_t _k00n; float32x4_t _k01; float32x4_t _k01n; asm volatile( "pld [%0, #256] \n" "vld1.f32 {%e2-%f2}, [%0 :128]! \n" "pld [%1, #256] \n" "vld1.f32 {%e4-%f4}, [%1 :128]! \n" "vld1.f32 {%e3-%f3}, [%0 :128]! \n" "vld1.f32 {%e5-%f5}, [%1 :128]! \n" : "=r"(k00), // %0 "=r"(k01), // %1 "=w"(_k00), // %2 "=w"(_k00n), // %3 "=w"(_k01), // %4 "=w"(_k01n) // %5 : "0"(k00), "1"(k01) : "cc", "memory" ); #endif // __aarch64__ #endif // __ARM_NEON // tile #if __ARM_NEON int nn = tiles >> 2; int remain = tiles & 3; #else int remain = tiles; #endif // __ARM_NEON #if __ARM_NEON #if __aarch64__ for (; nn>0; nn--) { float32x4_t _output0_tm = vld1q_f32(output0_tm); float32x4_t _output0_tmn = vld1q_f32(output0_tm+4); float32x4_t _r0 = vld1q_f32(r0); float32x4_t _r0n = vld1q_f32(r0+4); float32x4_t _r1 = vld1q_f32(r1); float32x4_t _r1n = vld1q_f32(r1+4); r0 += 8; r1 += 8; _output0_tm = vmlaq_f32(_output0_tm, _r0, _k00); _output0_tmn = vmlaq_f32(_output0_tmn, _r0n, _k00n); _output0_tm = vmlaq_f32(_output0_tm, _r1, _k01); _output0_tmn = vmlaq_f32(_output0_tmn, _r1n, _k01n); vst1q_f32(output0_tm, _output0_tm); vst1q_f32(output0_tm+4, _output0_tmn); output0_tm += 8; _output0_tm = vld1q_f32(output0_tm); _output0_tmn = vld1q_f32(output0_tm+4); _r0 = vld1q_f32(r0); _r0n = vld1q_f32(r0+4); _r1 = vld1q_f32(r1); _r1n = vld1q_f32(r1+4); r0 += 8; r1 += 8; _output0_tm = vmlaq_f32(_output0_tm, _r0, _k00); _output0_tmn = vmlaq_f32(_output0_tmn, _r0n, _k00n); _output0_tm = vmlaq_f32(_output0_tm, _r1, _k01); _output0_tmn = vmlaq_f32(_output0_tmn, _r1n, _k01n); vst1q_f32(output0_tm, _output0_tm); vst1q_f32(output0_tm+4, _output0_tmn); output0_tm += 8; _output0_tm = vld1q_f32(output0_tm); _output0_tmn = vld1q_f32(output0_tm+4); _r0 = vld1q_f32(r0); _r0n = vld1q_f32(r0+4); _r1 = vld1q_f32(r1); _r1n = vld1q_f32(r1+4); r0 += 8; r1 += 8; _output0_tm = vmlaq_f32(_output0_tm, _r0, _k00); _output0_tmn = vmlaq_f32(_output0_tmn, _r0n, _k00n); _output0_tm = vmlaq_f32(_output0_tm, _r1, _k01); _output0_tmn = vmlaq_f32(_output0_tmn, _r1n, _k01n); vst1q_f32(output0_tm, _output0_tm); vst1q_f32(output0_tm+4, _output0_tmn); output0_tm += 8; _output0_tm = vld1q_f32(output0_tm); _output0_tmn = vld1q_f32(output0_tm+4); _r0 = vld1q_f32(r0); _r0n = vld1q_f32(r0+4); _r1 = vld1q_f32(r1); _r1n = vld1q_f32(r1+4); r0 += 8; r1 += 8; _output0_tm = vmlaq_f32(_output0_tm, _r0, _k00); _output0_tmn = vmlaq_f32(_output0_tmn, _r0n, _k00n); _output0_tm = vmlaq_f32(_output0_tm, _r1, _k01); _output0_tmn = vmlaq_f32(_output0_tmn, _r1n, _k01n); vst1q_f32(output0_tm, _output0_tm); vst1q_f32(output0_tm+4, _output0_tmn); output0_tm += 8; } #else if (nn > 0) { asm volatile( "0: \n" "pld [%2, #256] \n" "vld1.f32 {d24-d27}, [%2 :128]! \n"// q12 q13 = _r0 "pld [%1, #256] \n" "vld1.f32 {d16-d19}, [%1 :128] \n"// q8 q9 = _output0_tm "vmla.f32 q8, q12, %q8 \n" "vmla.f32 q9, q13, %q9 \n" "pld [%3, #256] \n" "vld1.f32 {d28-d31}, [%3 :128]! \n"// q14 q15 = _r1 "vmla.f32 q8, q14, %q10 \n" "vmla.f32 q9, q15, %q11 \n" "pld [%2, #256] \n" "vld1.f32 {d24-d27}, [%2 :128]! \n"// q12 q13 = _r0 "vst1.f32 {d16-d19}, [%1 :128]! \n" "pld [%1, #256] \n" "vld1.f32 {d16-d19}, [%1 :128] \n"// q8 q9 = _output0_tm "vmla.f32 q8, q12, %q8 \n" "vmla.f32 q9, q13, %q9 \n" "pld [%3, #256] \n" "vld1.f32 {d28-d31}, [%3 :128]! \n"// q14 q15 = _r1 "vmla.f32 q8, q14, %q10 \n" "vmla.f32 q9, q15, %q11 \n" "pld [%2, #256] \n" "vld1.f32 {d24-d27}, [%2 :128]! \n"// q12 q13 = _r0 "vst1.f32 {d16-d19}, [%1 :128]! \n" "pld [%1, #256] \n" "vld1.f32 {d16-d19}, [%1 :128] \n"// q8 q9 = _output0_tm "vmla.f32 q8, q12, %q8 \n" "vmla.f32 q9, q13, %q9 \n" "pld [%3, #256] \n" "vld1.f32 {d28-d31}, [%3 :128]! \n"// q14 q15 = _r1 "vmla.f32 q8, q14, %q10 \n" "vmla.f32 q9, q15, %q11 \n" "pld [%2, #256] \n" "vld1.f32 {d24-d27}, [%2 :128]! \n"// q12 q13 = _r0 "vst1.f32 {d16-d19}, [%1 :128]! \n" "pld [%1, #256] \n" "vld1.f32 {d16-d19}, [%1 :128] \n"// q8 q9 = _output0_tm "vmla.f32 q8, q12, %q8 \n" "vmla.f32 q9, q13, %q9 \n" "pld [%3, #256] \n" "vld1.f32 {d28-d31}, [%3 :128]! \n"// q14 q15 = _r1 "vmla.f32 q8, q14, %q10 \n" "vmla.f32 q9, q15, %q11 \n" "vst1.f32 {d16-d19}, [%1 :128]! \n" "subs %0, #1 \n" "bne 0b \n" : "=r"(nn), // %0 "=r"(output0_tm), // %1 "=r"(r0), // %2 "=r"(r1) // %3 : "0"(nn), "1"(output0_tm), "2"(r0), "3"(r1), "w"(_k00), // %8 "w"(_k00n), // %9 "w"(_k01), // %10 "w"(_k01n) // %11 : "cc", "memory", "q8", "q9", "q10", "q11", "q12", "q13", "q14", "q15" ); } #endif // __aarch64__ #endif // __ARM_NEON for (; remain>0; remain--) { #if __ARM_NEON #if __aarch64__ float32x4_t _output0_tm = vld1q_f32(output0_tm); float32x4_t _output0_tmn = vld1q_f32(output0_tm+4); float32x4_t _r0 = vld1q_f32(r0); float32x4_t _r0n = vld1q_f32(r0+4); float32x4_t _r1 = vld1q_f32(r1); float32x4_t _r1n = vld1q_f32(r1+4); r0 += 8; r1 += 8; _output0_tm = vmlaq_f32(_output0_tm, _r0, _k00); _output0_tmn = vmlaq_f32(_output0_tmn, _r0n, _k00n); _output0_tm = vmlaq_f32(_output0_tm, _r1, _k01); _output0_tmn = vmlaq_f32(_output0_tmn, _r1n, _k01n); vst1q_f32(output0_tm, _output0_tm); vst1q_f32(output0_tm+4, _output0_tmn); output0_tm += 8; #else asm volatile( "pld [%1, #256] \n" "vld1.f32 {d24-d27}, [%1 :128]! \n"// q12 q13 = _r0 "pld [%0, #256] \n" "vld1.f32 {d16-d19}, [%0 :128] \n"// q8 q9 = _output0_tm "vmla.f32 q8, q12, %q6 \n" "vmla.f32 q9, q13, %q7 \n" "pld [%2, #256] \n" "vld1.f32 {d28-d31}, [%2 :128]! \n"// q14 q15 = _r1 "vmla.f32 q8, q14, %q8 \n" "vmla.f32 q9, q15, %q9 \n" "vst1.f32 {d16-d19}, [%0 :128]! \n" : "=r"(output0_tm), // %0 "=r"(r0), // %1 "=r"(r1) // %2 : "0"(output0_tm), "1"(r0), "2"(r1), "w"(_k00), // %6 "w"(_k00n), // %7 "w"(_k01), // %8 "w"(_k01n) // %9 : "cc", "memory", "q8", "q9", "q10", "q11", "q12", "q13", "q14", "q15" ); #endif // __aarch64__ #else for (int m=0; m<8; m++) { output0_tm[m] += r0[m] * k00[m]; output0_tm[m] += r1[m] * k01[m]; } r0 += 8; r1 += 8; output0_tm += 8; #endif // __ARM_NEON } #if __ARM_NEON #if __aarch64__ k00 += 8; k01 += 8; #endif // __aarch64__ #else k00 += 8; k01 += 8; #endif // __ARM_NEON } } for (; q<inch; q++) { const float* r0 = bottom_blob_tm.channel(q); const float* k00 = kernel0_tm.row(q); float* output0_tm = out0_tm; for (int r=0; r<8; r++) { #if __ARM_NEON #if __aarch64__ float32x4_t _k00 = vld1q_f32(k00); float32x4_t _k00n = vld1q_f32(k00+4); #else float32x4_t _k00; float32x4_t _k00n; asm volatile( "pld [%0, #256] \n" "vld1.f32 {%e1-%f1}, [%0 :128]! \n" "vld1.f32 {%e2-%f2}, [%0 :128]! \n" : "=r"(k00), // %0 "=w"(_k00), // %1 "=w"(_k00n) // %2 : "0"(k00) : "cc", "memory" ); #endif // __aarch64__ #endif // __ARM_NEON // tile for (int i=0; i<tiles; i++) { #if __ARM_NEON #if __aarch64__ float32x4_t _output0_tm = vld1q_f32(output0_tm); float32x4_t _output0_tmn = vld1q_f32(output0_tm+4); float32x4_t _r0 = vld1q_f32(r0); float32x4_t _r0n = vld1q_f32(r0+4); r0 += 8; _output0_tm = vmlaq_f32(_output0_tm, _r0, _k00); _output0_tmn = vmlaq_f32(_output0_tmn, _r0n, _k00n); vst1q_f32(output0_tm, _output0_tm); vst1q_f32(output0_tm+4, _output0_tmn); output0_tm += 8; #else asm volatile( "pld [%1, #256] \n" "vld1.f32 {d24-d27}, [%1 :128]! \n"// q12 q13 = _r0 "pld [%0, #256] \n" "vld1.f32 {d16-d19}, [%0 :128] \n"// q8 q9 = _output0_tm "vmla.f32 q8, q12, %q4 \n" "vmla.f32 q9, q13, %q5 \n" "vst1.f32 {d16-d19}, [%0 :128]! \n" : "=r"(output0_tm), // %0 "=r"(r0) // %1 : "0"(output0_tm), "1"(r0), "w"(_k00), // %4 "w"(_k00n) // %5 : "cc", "memory", "q8", "q9", "q10", "q11", "q12", "q13", "q14", "q15" ); #endif // __aarch64__ #else for (int m=0; m<8; m++) { output0_tm[m] += r0[m] * k00[m]; } r0 += 8; output0_tm += 8; #endif // __ARM_NEON } #if __ARM_NEON #if __aarch64__ k00 += 8; #endif // __aarch64__ #else k00 += 8; #endif // __ARM_NEON } } } } bottom_blob_tm = Mat(); // END dot // BEGIN transform output Mat top_blob_bordered; top_blob_bordered.create(outw, outh, outch); { // const float otm[6][8] = { // {1.0f, 1.0f, 1.0f, 1.0f, 1.0f, 32.0f, 32.0f, 0.0f}, // {0.0f, 1.0f, -1.0f, 2.0f, -2.0f, 16.0f,-16.0f, 0.0f}, // {0.0f, 1.0f, 1.0f, 4.0f, 4.0f, 8.0f, 8.0f, 0.0f}, // {0.0f, 1.0f, -1.0f, 8.0f, -8.0f, 4.0f, -4.0f, 0.0f}, // {0.0f, 1.0f, 1.0f, 16.0f, 16.0f, 2.0f, 2.0f, 0.0f}, // {0.0f, 1.0f, -1.0f, 32.0f, -32.0f, 1.0f, -1.0f, 1.0f} // }; // 0 = r0 + (r1 + r2) + (r3 + r4) + (r5 + r6) * 32 // 1 = (r1 - r2) + (r3 - r4) * 2 + (r5 - r6) * 16 // 2 = (r1 + r2) + (r3 + r4) * 4 + (r5 + r6) * 8 // 3 = (r1 - r2) + (r3 - r4) * 8 + (r5 - r6) * 4 // 4 = (r1 + r2) + (r3 + r4) * 16+ (r5 + r6) * 2 // 5 = r7 + (r1 - r2) + (r3 - r4) * 32+ (r5 - r6) int w_tm = outw / 6 * 8; int h_tm = outh / 6 * 8; const int tiles = w_tm/8 * h_tm/8; #pragma omp parallel for for (int p = 0; p<outch; p++) { const Mat out0_tm = top_blob_tm.channel(p); Mat out0 = top_blob_bordered.channel(p); const float bias0 = bias ? bias[p] : 0.f; float tmp[6][8]; // tile for (int i=0; i<outh/6; i++) { for (int j=0; j<outw/6; j++) { const float* output0_tm0 = out0_tm.row(i * w_tm/8 + j); const float* output0_tm1 = out0_tm.row(i * w_tm/8 + j + tiles); const float* output0_tm2 = out0_tm.row(i * w_tm/8 + j + tiles * 2); const float* output0_tm3 = out0_tm.row(i * w_tm/8 + j + tiles * 3); const float* output0_tm4 = out0_tm.row(i * w_tm/8 + j + tiles * 4); const float* output0_tm5 = out0_tm.row(i * w_tm/8 + j + tiles * 5); const float* output0_tm6 = out0_tm.row(i * w_tm/8 + j + tiles * 6); const float* output0_tm7 = out0_tm.row(i * w_tm/8 + j + tiles * 7); float* output0 = out0.row(i * 6) + j * 6; const float* output0_tms[8] = { output0_tm0, output0_tm1, output0_tm2, output0_tm3, output0_tm4, output0_tm5, output0_tm6, output0_tm7 }; for (int m=0; m<8; m++) { const float* output0_tm = output0_tms[m]; float tmp024a = output0_tm[1] + output0_tm[2]; float tmp135a = output0_tm[1] - output0_tm[2]; float tmp024b = output0_tm[3] + output0_tm[4]; float tmp135b = output0_tm[3] - output0_tm[4]; float tmp024c = output0_tm[5] + output0_tm[6]; float tmp135c = output0_tm[5] - output0_tm[6]; tmp[0][m] = output0_tm[0] + tmp024a + tmp024b + tmp024c * 32; tmp[2][m] = tmp024a + tmp024b * 4 + tmp024c * 8; tmp[4][m] = tmp024a + tmp024b * 16 + tmp024c + tmp024c; tmp[1][m] = tmp135a + tmp135b + tmp135b + tmp135c * 16; tmp[3][m] = tmp135a + tmp135b * 8 + tmp135c * 4; tmp[5][m] = output0_tm[7] + tmp135a + tmp135b * 32 + tmp135c; } for (int m=0; m<6; m++) { const float* tmp0 = tmp[m]; float tmp024a = tmp0[1] + tmp0[2]; float tmp135a = tmp0[1] - tmp0[2]; float tmp024b = tmp0[3] + tmp0[4]; float tmp135b = tmp0[3] - tmp0[4]; float tmp024c = tmp0[5] + tmp0[6]; float tmp135c = tmp0[5] - tmp0[6]; output0[0] = bias0 + tmp0[0] + tmp024a + tmp024b + tmp024c * 32; output0[2] = bias0 + tmp024a + tmp024b * 4 + tmp024c * 8; output0[4] = bias0 + tmp024a + tmp024b * 16 + tmp024c + tmp024c; output0[1] = bias0 + tmp135a + tmp135b + tmp135b + tmp135c * 16; output0[3] = bias0 + tmp135a + tmp135b * 8 + tmp135c * 4; output0[5] = bias0 + tmp0[7] + tmp135a + tmp135b * 32 + tmp135c; output0 += outw; } } } } } // END transform output // cut result pad copy_cut_border(top_blob_bordered, top_blob, 0, top_blob_bordered.h - top_blob.h, 0, top_blob_bordered.w - top_blob.w); } #endif static void conv3x3s1_winograd64_neon4(const Mat& bottom_blob, Mat& top_blob, const Mat& kernel_tm, const Mat& _bias, const Option& opt) { int w = bottom_blob.w; int h = bottom_blob.h; int inch = bottom_blob.c; int outw = top_blob.w; int outh = top_blob.h; int outch = top_blob.c; // pad to 6n+2 Mat bottom_blob_bordered = bottom_blob; outw = (outw + 5) / 6 * 6; outh = (outh + 5) / 6 * 6; w = outw + 2; h = outh + 2; copy_make_border(bottom_blob, bottom_blob_bordered, 0, h - bottom_blob.h, 0, w - bottom_blob.w, 0, 0.f, opt.workspace_allocator, opt.num_threads); const float* bias = _bias; // BEGIN transform input Mat bottom_blob_tm; { int w_tm = outw / 6 * 8; int h_tm = outh / 6 * 8; bottom_blob_tm.create(4, 16 * w_tm/8 * h_tm/8, inch, 4u, opt.workspace_allocator); const int tiles = w_tm/8 * h_tm/8; // const float itm[8][8] = { // {1.0f, 0.0f, -5.25f, 0.00f, 5.25f, 0.00f, -1.0f, 0.0f}, // // {0.0f, 1.0f, 1.00f, -4.25f, -4.25f, 1.00f, 1.0f, 0.0f}, // {0.0f, -1.0f, 1.00f, 4.25f, -4.25f, -1.00f, 1.0f, 0.0f}, // // {0.0f, 0.5f, 0.25f, -2.50f, -1.25f, 2.00f, 1.0f, 0.0f}, // {0.0f, -0.5f, 0.25f, 2.50f, -1.25f, -2.00f, 1.0f, 0.0f}, // // {0.0f, 2.0f, 4.00f, -2.50f, -5.00f, 0.50f, 1.0f, 0.0f}, // {0.0f, -2.0f, 4.00f, 2.50f, -5.00f, -0.50f, 1.0f, 0.0f}, // // {0.0f, -1.0f, 0.00f, 5.25f, 0.00f, -5.25f, 0.0f, 1.0f} // }; // 0 = r00 - r06 + (r04 - r02) * 5.25 // 7 = r07 - r01 + (r03 - r05) * 5.25 // 1 = (r02 + r06 - r04 * 4.25) + (r01 - r03 * 4.25 + r05) // 2 = (r02 + r06 - r04 * 4.25) - (r01 - r03 * 4.25 + r05) // 3 = (r06 + r02 * 0.25 - r04 * 1.25) + (r01 * 0.5 - r03 * 2.5 + r05 * 2) // 4 = (r06 + r02 * 0.25 - r04 * 1.25) - (r01 * 0.5 - r03 * 2.5 + r05 * 2) // reuse r04 * 1.25 // reuse r03 * 2.5 // 5 = (r06 + (r02 - r04 * 1.25) * 4) + (r01 * 2 - r03 * 2.5 + r05 * 0.5) // 6 = (r06 + (r02 - r04 * 1.25) * 4) - (r01 * 2 - r03 * 2.5 + r05 * 0.5) #if __ARM_NEON const float coeff[8] = { 0.25f, 0.5f, -1.25f, 2.f, -2.5f, 4.f, 4.25f, 5.25f }; float32x4_t _coeff0 = vld1q_f32(coeff); float32x4_t _coeff1 = vld1q_f32(coeff+4); #endif // __ARM_NEON #pragma omp parallel for num_threads(opt.num_threads) for (int q = 0; q<inch; q++) { const Mat img0 = bottom_blob_bordered.channel(q); Mat img0_tm = bottom_blob_tm.channel(q); float tmp[8][8]; // tile for (int i=0; i<h_tm/8; i++) { for (int j=0; j<w_tm/8; j++) { #if __ARM_NEON const float* r0 = img0.row(i * 6) + j * 6; const float* r1 = r0 + w; const float* r2 = r0 + w*2; const float* r3 = r0 + w*3; #if __aarch64__ for (int m=0; m+3<8; m+=4) { float32x4_t _r0_0123 = vld1q_f32(r0); float32x4_t _r0_4567 = vld1q_f32(r0+4); float32x4_t _r1_0123 = vld1q_f32(r1); float32x4_t _r1_4567 = vld1q_f32(r1+4); float32x4_t _r2_0123 = vld1q_f32(r2); float32x4_t _r2_4567 = vld1q_f32(r2+4); float32x4_t _r3_0123 = vld1q_f32(r3); float32x4_t _r3_4567 = vld1q_f32(r3+4); float32x4x2_t _r01_00221133 = vtrnq_f32(_r0_0123, _r1_0123); float32x4x2_t _r01_44665577 = vtrnq_f32(_r0_4567, _r1_4567); float32x4x2_t _r23_00221133 = vtrnq_f32(_r2_0123, _r3_0123); float32x4x2_t _r23_44665577 = vtrnq_f32(_r2_4567, _r3_4567); // no vswp intrinsic :( float32x4_t _r_00 = vcombine_f32(vget_low_f32(_r01_00221133.val[0]), vget_low_f32(_r23_00221133.val[0])); float32x4_t _r_11 = vcombine_f32(vget_low_f32(_r01_00221133.val[1]), vget_low_f32(_r23_00221133.val[1])); float32x4_t _r_22 = vcombine_f32(vget_high_f32(_r01_00221133.val[0]), vget_high_f32(_r23_00221133.val[0])); float32x4_t _r_33 = vcombine_f32(vget_high_f32(_r01_00221133.val[1]), vget_high_f32(_r23_00221133.val[1])); float32x4_t _r_44 = vcombine_f32(vget_low_f32(_r01_44665577.val[0]), vget_low_f32(_r23_44665577.val[0])); float32x4_t _r_55 = vcombine_f32(vget_low_f32(_r01_44665577.val[1]), vget_low_f32(_r23_44665577.val[1])); float32x4_t _r_66 = vcombine_f32(vget_high_f32(_r01_44665577.val[0]), vget_high_f32(_r23_44665577.val[0])); float32x4_t _r_77 = vcombine_f32(vget_high_f32(_r01_44665577.val[1]), vget_high_f32(_r23_44665577.val[1])); float32x4_t _r_0_m_6 = vsubq_f32(_r_00, _r_66); float32x4_t _r_7_m_1 = vsubq_f32(_r_77, _r_11); float32x4_t _r_4_m_2 = vsubq_f32(_r_44, _r_22); float32x4_t _r_3_m_5 = vsubq_f32(_r_33, _r_55); float32x4_t _tmp0 = vmlaq_lane_f32(_r_0_m_6, _r_4_m_2, vget_high_f32(_coeff1), 1); float32x4_t _tmp7 = vmlaq_lane_f32(_r_7_m_1, _r_3_m_5, vget_high_f32(_coeff1), 1); vst1q_f32(&tmp[0][m], _tmp0); vst1q_f32(&tmp[7][m], _tmp7); float32x4_t _r_2_a_6 = vaddq_f32(_r_22, _r_66); float32x4_t _r_1_a_5 = vaddq_f32(_r_11, _r_55); float32x4_t _tmp12a = vmlsq_lane_f32(_r_2_a_6, _r_44, vget_high_f32(_coeff1), 0); float32x4_t _tmp12b = vmlsq_lane_f32(_r_1_a_5, _r_33, vget_high_f32(_coeff1), 0); float32x4_t _tmp1 = vaddq_f32(_tmp12a, _tmp12b); float32x4_t _tmp2 = vsubq_f32(_tmp12a, _tmp12b); vst1q_f32(&tmp[1][m], _tmp1); vst1q_f32(&tmp[2][m], _tmp2); float32x4_t _r_4_x_c = vmulq_lane_f32(_r_44, vget_high_f32(_coeff0), 0); float32x4_t _r_3_x_c = vmulq_lane_f32(_r_33, vget_low_f32(_coeff1), 0); float32x4_t _tmp34a = vaddq_f32(_r_66, _r_4_x_c); _tmp34a = vmlaq_lane_f32(_tmp34a, _r_22, vget_low_f32(_coeff0), 0); float32x4_t _tmp34b = vmlaq_lane_f32(_r_3_x_c, _r_11, vget_low_f32(_coeff0), 1); _tmp34b = vmlaq_lane_f32(_tmp34b, _r_55, vget_high_f32(_coeff0), 1); float32x4_t _tmp3 = vaddq_f32(_tmp34a, _tmp34b); float32x4_t _tmp4 = vsubq_f32(_tmp34a, _tmp34b); vst1q_f32(&tmp[3][m], _tmp3); vst1q_f32(&tmp[4][m], _tmp4); // reuse r04 * 1.25 // reuse r03 * 2.5 float32x4_t _r_2_a_4c = vaddq_f32(_r_22, _r_4_x_c); float32x4_t _tmp56a = vmlaq_lane_f32(_r_66, _r_2_a_4c, vget_low_f32(_coeff1), 1); float32x4_t _tmp56b = vmlaq_lane_f32(_r_3_x_c, _r_11, vget_high_f32(_coeff0), 1); _tmp56b = vmlaq_lane_f32(_tmp56b, _r_55, vget_low_f32(_coeff0), 1); float32x4_t _tmp5 = vaddq_f32(_tmp56a, _tmp56b); float32x4_t _tmp6 = vsubq_f32(_tmp56a, _tmp56b); vst1q_f32(&tmp[5][m], _tmp5); vst1q_f32(&tmp[6][m], _tmp6); r0 += w*4; r1 += w*4; r2 += w*4; r3 += w*4; } const float* t0 = tmp[0]; const float* t1 = tmp[1]; const float* t2 = tmp[2]; const float* t3 = tmp[3]; float* r0_tm0_0 = img0_tm.row(i * w_tm/8 + j); float* r0_tm0_4 = img0_tm.row(i * w_tm/8 + j + tiles); float* r0_tm1_0 = img0_tm.row(i * w_tm/8 + j + tiles*2); float* r0_tm1_4 = img0_tm.row(i * w_tm/8 + j + tiles*3); float* r0_tm2_0 = img0_tm.row(i * w_tm/8 + j + tiles*4); float* r0_tm2_4 = img0_tm.row(i * w_tm/8 + j + tiles*5); float* r0_tm3_0 = img0_tm.row(i * w_tm/8 + j + tiles*6); float* r0_tm3_4 = img0_tm.row(i * w_tm/8 + j + tiles*7); for (int m=0; m+3<8; m+=4) { float32x4_t _t0_0123 = vld1q_f32(t0); float32x4_t _t0_4567 = vld1q_f32(t0+4); float32x4_t _t1_0123 = vld1q_f32(t1); float32x4_t _t1_4567 = vld1q_f32(t1+4); float32x4_t _t2_0123 = vld1q_f32(t2); float32x4_t _t2_4567 = vld1q_f32(t2+4); float32x4_t _t3_0123 = vld1q_f32(t3); float32x4_t _t3_4567 = vld1q_f32(t3+4); float32x4x2_t _t01_00221133 = vtrnq_f32(_t0_0123, _t1_0123); float32x4x2_t _t01_44665577 = vtrnq_f32(_t0_4567, _t1_4567); float32x4x2_t _t23_00221133 = vtrnq_f32(_t2_0123, _t3_0123); float32x4x2_t _t23_44665577 = vtrnq_f32(_t2_4567, _t3_4567); // no vswp intrinsic :( float32x4_t _t_00 = vcombine_f32(vget_low_f32(_t01_00221133.val[0]), vget_low_f32(_t23_00221133.val[0])); float32x4_t _t_11 = vcombine_f32(vget_low_f32(_t01_00221133.val[1]), vget_low_f32(_t23_00221133.val[1])); float32x4_t _t_22 = vcombine_f32(vget_high_f32(_t01_00221133.val[0]), vget_high_f32(_t23_00221133.val[0])); float32x4_t _t_33 = vcombine_f32(vget_high_f32(_t01_00221133.val[1]), vget_high_f32(_t23_00221133.val[1])); float32x4_t _t_44 = vcombine_f32(vget_low_f32(_t01_44665577.val[0]), vget_low_f32(_t23_44665577.val[0])); float32x4_t _t_55 = vcombine_f32(vget_low_f32(_t01_44665577.val[1]), vget_low_f32(_t23_44665577.val[1])); float32x4_t _t_66 = vcombine_f32(vget_high_f32(_t01_44665577.val[0]), vget_high_f32(_t23_44665577.val[0])); float32x4_t _t_77 = vcombine_f32(vget_high_f32(_t01_44665577.val[1]), vget_high_f32(_t23_44665577.val[1])); float32x4_t _t_0_m_6 = vsubq_f32(_t_00, _t_66); float32x4_t _t_7_m_1 = vsubq_f32(_t_77, _t_11); float32x4_t _t_4_m_2 = vsubq_f32(_t_44, _t_22); float32x4_t _t_3_m_5 = vsubq_f32(_t_33, _t_55); float32x4_t _r0_tm_0_0 = vmlaq_lane_f32(_t_0_m_6, _t_4_m_2, vget_high_f32(_coeff1), 1); float32x4_t _r0_tm_4_3 = vmlaq_lane_f32(_t_7_m_1, _t_3_m_5, vget_high_f32(_coeff1), 1); r0_tm0_0[0] = vgetq_lane_f32(_r0_tm_0_0, 0); r0_tm1_0[0] = vgetq_lane_f32(_r0_tm_0_0, 1); r0_tm2_0[0] = vgetq_lane_f32(_r0_tm_0_0, 2); r0_tm3_0[0] = vgetq_lane_f32(_r0_tm_0_0, 3); r0_tm0_4[3] = vgetq_lane_f32(_r0_tm_4_3, 0); r0_tm1_4[3] = vgetq_lane_f32(_r0_tm_4_3, 1); r0_tm2_4[3] = vgetq_lane_f32(_r0_tm_4_3, 2); r0_tm3_4[3] = vgetq_lane_f32(_r0_tm_4_3, 3); float32x4_t _t_2_m_6 = vaddq_f32(_t_22, _t_66); float32x4_t _t_1_m_5 = vaddq_f32(_t_11, _t_55); float32x4_t _tmp12a = vmlsq_lane_f32(_t_2_m_6, _t_44, vget_high_f32(_coeff1), 0); float32x4_t _tmp12b = vmlsq_lane_f32(_t_1_m_5, _t_33, vget_high_f32(_coeff1), 0); float32x4_t _r0_tm_0_1 = vaddq_f32(_tmp12a, _tmp12b); float32x4_t _r0_tm_0_2 = vsubq_f32(_tmp12a, _tmp12b); r0_tm0_0[1] = vgetq_lane_f32(_r0_tm_0_1, 0); r0_tm1_0[1] = vgetq_lane_f32(_r0_tm_0_1, 1); r0_tm2_0[1] = vgetq_lane_f32(_r0_tm_0_1, 2); r0_tm3_0[1] = vgetq_lane_f32(_r0_tm_0_1, 3); r0_tm0_0[2] = vgetq_lane_f32(_r0_tm_0_2, 0); r0_tm1_0[2] = vgetq_lane_f32(_r0_tm_0_2, 1); r0_tm2_0[2] = vgetq_lane_f32(_r0_tm_0_2, 2); r0_tm3_0[2] = vgetq_lane_f32(_r0_tm_0_2, 3); float32x4_t _t_4_x_c = vmulq_lane_f32(_t_44, vget_high_f32(_coeff0), 0); float32x4_t _t_3_x_c = vmulq_lane_f32(_t_33, vget_low_f32(_coeff1), 0); float32x4_t _tmp34a = vaddq_f32(_t_66, _t_4_x_c); _tmp34a = vmlaq_lane_f32(_tmp34a, _t_22, vget_low_f32(_coeff0), 0); float32x4_t _tmp34b = vmlaq_lane_f32(_t_3_x_c, _t_11, vget_low_f32(_coeff0), 1); _tmp34b = vmlaq_lane_f32(_tmp34b, _t_55, vget_high_f32(_coeff0), 1); float32x4_t _r0_tm_0_3 = vaddq_f32(_tmp34a, _tmp34b); float32x4_t _r0_tm_4_0 = vsubq_f32(_tmp34a, _tmp34b); r0_tm0_0[3] = vgetq_lane_f32(_r0_tm_0_3, 0); r0_tm1_0[3] = vgetq_lane_f32(_r0_tm_0_3, 1); r0_tm2_0[3] = vgetq_lane_f32(_r0_tm_0_3, 2); r0_tm3_0[3] = vgetq_lane_f32(_r0_tm_0_3, 3); r0_tm0_4[0] = vgetq_lane_f32(_r0_tm_4_0, 0); r0_tm1_4[0] = vgetq_lane_f32(_r0_tm_4_0, 1); r0_tm2_4[0] = vgetq_lane_f32(_r0_tm_4_0, 2); r0_tm3_4[0] = vgetq_lane_f32(_r0_tm_4_0, 3); float32x4_t _t_2_a_4c = vaddq_f32(_t_22, _t_4_x_c); float32x4_t _tmp56a = vmlaq_lane_f32(_t_66, _t_2_a_4c, vget_low_f32(_coeff1), 1); float32x4_t _tmp56b = vmlaq_lane_f32(_t_3_x_c, _t_11, vget_high_f32(_coeff0), 1); _tmp56b = vmlaq_lane_f32(_tmp56b, _t_55, vget_low_f32(_coeff0), 1); float32x4_t _r0_tm_4_1 = vaddq_f32(_tmp56a, _tmp56b); float32x4_t _r0_tm_4_2 = vsubq_f32(_tmp56a, _tmp56b); r0_tm0_4[1] = vgetq_lane_f32(_r0_tm_4_1, 0); r0_tm1_4[1] = vgetq_lane_f32(_r0_tm_4_1, 1); r0_tm2_4[1] = vgetq_lane_f32(_r0_tm_4_1, 2); r0_tm3_4[1] = vgetq_lane_f32(_r0_tm_4_1, 3); r0_tm0_4[2] = vgetq_lane_f32(_r0_tm_4_2, 0); r0_tm1_4[2] = vgetq_lane_f32(_r0_tm_4_2, 1); r0_tm2_4[2] = vgetq_lane_f32(_r0_tm_4_2, 2); r0_tm3_4[2] = vgetq_lane_f32(_r0_tm_4_2, 3); t0 += 8*4; t1 += 8*4; t2 += 8*4; t3 += 8*4; r0_tm0_0 += img0_tm.w*tiles*2*4; r0_tm0_4 += img0_tm.w*tiles*2*4; r0_tm1_0 += img0_tm.w*tiles*2*4; r0_tm1_4 += img0_tm.w*tiles*2*4; r0_tm2_0 += img0_tm.w*tiles*2*4; r0_tm2_4 += img0_tm.w*tiles*2*4; r0_tm3_0 += img0_tm.w*tiles*2*4; r0_tm3_4 += img0_tm.w*tiles*2*4; } #else // __aarch64__ float* t0 = tmp[0]; float* t1 = tmp[1]; float* t2 = tmp[2]; float* t3 = tmp[3]; float* t4 = tmp[4]; float* t5 = tmp[5]; float* t6 = tmp[6]; float* t7 = tmp[7]; int stepw = w*4*4; asm volatile( // loop0 "vld1.f32 {d16-d19}, [%8], %26 \n" "vld1.f32 {d20-d23}, [%9], %26 \n" "vld1.f32 {d24-d27}, [%10], %26 \n" "vtrn.32 q8, q10 \n" "vld1.f32 {d28-d31}, [%11], %26 \n" "vtrn.32 q9, q11 \n" "vtrn.32 q12, q14 \n" "vtrn.32 q13, q15 \n" "vswp d17, d24 \n" "vswp d19, d26 \n" "vswp d21, d28 \n"// q8 = 00 q9 = 44 q10 = 11 q11 = 55 "vswp d23, d30 \n"// q12 = 22 q13 = 66 q14 = 33 q15 = 77 "vsub.f32 q2, q8, q13 \n" "vsub.f32 q3, q9, q12 \n" "vadd.f32 q4, q12, q13 \n" "vadd.f32 q5, q10, q11 \n" "vmla.f32 q2, q3, %f25[1] \n" "vmul.f32 q7, q14, %e25[0] \n"// q7 = _r_3_x_c "vmul.f32 q6, q9, %f24[0] \n"// q6 = _r_4_x_c "vmls.f32 q4, q9, %f25[0] \n" "vmls.f32 q5, q14, %f25[0] \n" "vst1.f32 {d4-d5}, [%0]! \n"// tmp[0][m] "vmov q3, q7 \n"// use q7 "vadd.f32 q2, q13, q6 \n"// use q6 "vmla.f32 q3, q10, %e24[1] \n" "vadd.f32 q8, q4, q5 \n" "vsub.f32 q9, q4, q5 \n" "vmov q5, q7 \n"// use q7 "vadd.f32 q6, q12, q6 \n"// use q6 "vmla.f32 q5, q10, %f24[1] \n" "vmov q4, q13 \n" "vmla.f32 q2, q12, %e24[0] \n" "vmla.f32 q3, q11, %f24[1] \n" "vst1.f32 {d16-d17}, [%1]! \n"// tmp[1][m] "vmla.f32 q4, q6, %e25[1] \n" "vmla.f32 q5, q11, %e24[1] \n" "vst1.f32 {d18-d19}, [%2]! \n"// tmp[2][m] "vadd.f32 q8, q2, q3 \n" "vsub.f32 q9, q2, q3 \n" "vsub.f32 q6, q15, q10 \n" "vsub.f32 q7, q14, q11 \n" "vadd.f32 q2, q4, q5 \n" "vsub.f32 q3, q4, q5 \n" "vst1.f32 {d16-d17}, [%3]! \n"// tmp[3][m] "vst1.f32 {d18-d19}, [%4]! \n"// tmp[4][m] "vmla.f32 q6, q7, %f25[1] \n" "vst1.f32 {d4-d5}, [%5]! \n"// tmp[5][m] "vst1.f32 {d6-d7}, [%6]! \n"// tmp[6][m] "vst1.f32 {d12-d13}, [%7]! \n"// tmp[7][m] // loop1 "vld1.f32 {d16-d19}, [%8] \n" "vld1.f32 {d20-d23}, [%9] \n" "vld1.f32 {d24-d27}, [%10] \n" "vtrn.32 q8, q10 \n" "vld1.f32 {d28-d31}, [%11] \n" "vtrn.32 q9, q11 \n" "vtrn.32 q12, q14 \n" "vtrn.32 q13, q15 \n" "vswp d17, d24 \n" "vswp d19, d26 \n" "vswp d21, d28 \n"// q8 = 00 q9 = 44 q10 = 11 q11 = 55 "vswp d23, d30 \n"// q12 = 22 q13 = 66 q14 = 33 q15 = 77 "vsub.f32 q2, q8, q13 \n" "vsub.f32 q3, q9, q12 \n" "vadd.f32 q4, q12, q13 \n" "vadd.f32 q5, q10, q11 \n" "vmla.f32 q2, q3, %f25[1] \n" "vmul.f32 q7, q14, %e25[0] \n"// q7 = _r_3_x_c "vmul.f32 q6, q9, %f24[0] \n"// q6 = _r_4_x_c "vmls.f32 q4, q9, %f25[0] \n" "vmls.f32 q5, q14, %f25[0] \n" "vst1.f32 {d4-d5}, [%0]! \n"// tmp[0][m] "vmov q3, q7 \n"// use q7 "vadd.f32 q2, q13, q6 \n"// use q6 "vmla.f32 q3, q10, %e24[1] \n" "vadd.f32 q8, q4, q5 \n" "vsub.f32 q9, q4, q5 \n" "vmov q5, q7 \n"// use q7 "vadd.f32 q6, q12, q6 \n"// use q6 "vmla.f32 q5, q10, %f24[1] \n" "vmov q4, q13 \n" "vmla.f32 q2, q12, %e24[0] \n" "vmla.f32 q3, q11, %f24[1] \n" "vst1.f32 {d16-d17}, [%1]! \n"// tmp[1][m] "vmla.f32 q4, q6, %e25[1] \n" "vmla.f32 q5, q11, %e24[1] \n" "vst1.f32 {d18-d19}, [%2]! \n"// tmp[2][m] "vadd.f32 q8, q2, q3 \n" "vsub.f32 q9, q2, q3 \n" "vsub.f32 q6, q15, q10 \n" "vsub.f32 q7, q14, q11 \n" "vadd.f32 q2, q4, q5 \n" "vsub.f32 q3, q4, q5 \n" "vst1.f32 {d16-d17}, [%3]! \n"// tmp[3][m] "vst1.f32 {d18-d19}, [%4]! \n"// tmp[4][m] "vmla.f32 q6, q7, %f25[1] \n" "vst1.f32 {d4-d5}, [%5]! \n"// tmp[5][m] "vst1.f32 {d6-d7}, [%6]! \n"// tmp[6][m] "vst1.f32 {d12-d13}, [%7]! \n"// tmp[7][m] : "=r"(t0), // %0 "=r"(t1), // %1 "=r"(t2), // %2 "=r"(t3), // %3 "=r"(t4), // %4 "=r"(t5), // %5 "=r"(t6), // %6 "=r"(t7), // %7 "=r"(r0), // %8 "=r"(r1), // %9 "=r"(r2), // %10 "=r"(r3) // %11 : "0"(t0), "1"(t1), "2"(t2), "3"(t3), "4"(t4), "5"(t5), "6"(t6), "7"(t7), "8"(r0), "9"(r1), "10"(r2), "11"(r3), "w"(_coeff0), // %24 "w"(_coeff1), // %25 "r"(stepw) // %26 : "memory", "q2", "q3", "q4", "q5", "q6", "q7", "q8", "q9", "q10", "q11", "q12", "q13", "q14", "q15" ); t0 = tmp[0]; t1 = tmp[1]; t2 = tmp[2]; t3 = tmp[3]; float* r0_tm0_0 = img0_tm.row(i * w_tm/8 + j); float* r0_tm0_4 = img0_tm.row(i * w_tm/8 + j + tiles); float* r0_tm1_0 = img0_tm.row(i * w_tm/8 + j + tiles*2); float* r0_tm1_4 = img0_tm.row(i * w_tm/8 + j + tiles*3); float* r0_tm2_0 = img0_tm.row(i * w_tm/8 + j + tiles*4); float* r0_tm2_4 = img0_tm.row(i * w_tm/8 + j + tiles*5); float* r0_tm3_0 = img0_tm.row(i * w_tm/8 + j + tiles*6); float* r0_tm3_4 = img0_tm.row(i * w_tm/8 + j + tiles*7); int step = img0_tm.w*tiles*2*4*4; asm volatile( // loop0 "vld1.f32 {d16-d19}, [%8] \n" "add %8, %8, #128 \n" "vld1.f32 {d20-d23}, [%9] \n" "add %9, %9, #128 \n" "vld1.f32 {d24-d27}, [%10] \n" "add %10, %10, #128 \n" "vtrn.32 q8, q10 \n" "vld1.f32 {d28-d31}, [%11] \n" "add %11, %11, #128 \n" "vtrn.32 q9, q11 \n" "vtrn.32 q12, q14 \n" "vtrn.32 q13, q15 \n" "vswp d17, d24 \n" "vswp d19, d26 \n" "vswp d21, d28 \n"// q8 = 00 q9 = 44 q10 = 11 q11 = 55 "vswp d23, d30 \n"// q12 = 22 q13 = 66 q14 = 33 q15 = 77 "vsub.f32 q2, q8, q13 \n" "vsub.f32 q3, q9, q12 \n" "vadd.f32 q4, q12, q13 \n" "vadd.f32 q5, q10, q11 \n" "vmla.f32 q2, q3, %f25[1] \n" "vmul.f32 q7, q14, %e25[0] \n"// q7 = _r_3_x_c "vmul.f32 q6, q9, %f24[0] \n"// q6 = _r_4_x_c "vmls.f32 q4, q9, %f25[0] \n" "vmls.f32 q5, q14, %f25[0] \n" "vst1.f32 {d4[0]}, [%0]! \n" "vst1.f32 {d4[1]}, [%2]! \n" "vmov q3, q7 \n"// use q7 "vst1.f32 {d5[0]}, [%4]! \n" "vst1.f32 {d5[1]}, [%6]! \n" "vadd.f32 q2, q13, q6 \n"// use q6 "vmla.f32 q3, q10, %e24[1] \n" "vadd.f32 q8, q4, q5 \n" "vsub.f32 q9, q4, q5 \n" "vmov q5, q7 \n"// use q7 "vadd.f32 q6, q12, q6 \n"// use q6 "vmla.f32 q5, q10, %f24[1] \n" "vmov q4, q13 \n" "vmla.f32 q2, q12, %e24[0] \n" "vmla.f32 q3, q11, %f24[1] \n" "vst1.f32 {d16[0]}, [%0]! \n" "vst1.f32 {d16[1]}, [%2]! \n" "vmla.f32 q4, q6, %e25[1] \n" "vst1.f32 {d17[0]}, [%4]! \n" "vst1.f32 {d17[1]}, [%6]! \n" "vmla.f32 q5, q11, %e24[1] \n" "vst1.f32 {d18[0]}, [%0]! \n" "vst1.f32 {d18[1]}, [%2]! \n" "vadd.f32 q8, q2, q3 \n" "vst1.f32 {d19[0]}, [%4]! \n" "vst1.f32 {d19[1]}, [%6]! \n" "vsub.f32 q9, q2, q3 \n" "vsub.f32 q6, q15, q10 \n" "vsub.f32 q7, q14, q11 \n" "vadd.f32 q2, q4, q5 \n" "vsub.f32 q3, q4, q5 \n" "vst1.f32 {d16[0]}, [%0], %26 \n" "vst1.f32 {d16[1]}, [%2], %26 \n" "vmla.f32 q6, q7, %f25[1] \n" "vst1.f32 {d17[0]}, [%4], %26 \n" "vst1.f32 {d17[1]}, [%6], %26 \n" "vtrn.32 q9, q2 \n" "vtrn.32 q3, q6 \n" "sub %0, %0, #12 \n" "sub %2, %2, #12 \n" "sub %4, %4, #12 \n" "sub %6, %6, #12 \n" "vswp d19, d6 \n" "vswp d5, d12 \n" "vst1.f32 {d18-d19}, [%1], %26 \n" "vst1.f32 {d4-d5}, [%3], %26 \n" "vst1.f32 {d6-d7}, [%5], %26 \n" "vst1.f32 {d12-d13}, [%7], %26 \n" // loop1 "vld1.f32 {d16-d19}, [%8] \n" "vld1.f32 {d20-d23}, [%9] \n" "vld1.f32 {d24-d27}, [%10] \n" "vtrn.32 q8, q10 \n" "vld1.f32 {d28-d31}, [%11] \n" "vtrn.32 q9, q11 \n" "vtrn.32 q12, q14 \n" "vtrn.32 q13, q15 \n" "vswp d17, d24 \n" "vswp d19, d26 \n" "vswp d21, d28 \n"// q8 = 00 q9 = 44 q10 = 11 q11 = 55 "vswp d23, d30 \n"// q12 = 22 q13 = 66 q14 = 33 q15 = 77 "vsub.f32 q2, q8, q13 \n" "vsub.f32 q3, q9, q12 \n" "vadd.f32 q4, q12, q13 \n" "vadd.f32 q5, q10, q11 \n" "vmla.f32 q2, q3, %f25[1] \n" "vmul.f32 q7, q14, %e25[0] \n"// q7 = _r_3_x_c "vmul.f32 q6, q9, %f24[0] \n"// q6 = _r_4_x_c "vmls.f32 q4, q9, %f25[0] \n" "vmls.f32 q5, q14, %f25[0] \n" "vst1.f32 {d4[0]}, [%0]! \n" "vst1.f32 {d4[1]}, [%2]! \n" "vmov q3, q7 \n"// use q7 "vst1.f32 {d5[0]}, [%4]! \n" "vst1.f32 {d5[1]}, [%6]! \n" "vadd.f32 q2, q13, q6 \n"// use q6 "vmla.f32 q3, q10, %e24[1] \n" "vadd.f32 q8, q4, q5 \n" "vsub.f32 q9, q4, q5 \n" "vmov q5, q7 \n"// use q7 "vadd.f32 q6, q12, q6 \n"// use q6 "vmla.f32 q5, q10, %f24[1] \n" "vmov q4, q13 \n" "vmla.f32 q2, q12, %e24[0] \n" "vmla.f32 q3, q11, %f24[1] \n" "vst1.f32 {d16[0]}, [%0]! \n" "vst1.f32 {d16[1]}, [%2]! \n" "vmla.f32 q4, q6, %e25[1] \n" "vst1.f32 {d17[0]}, [%4]! \n" "vst1.f32 {d17[1]}, [%6]! \n" "vmla.f32 q5, q11, %e24[1] \n" "vst1.f32 {d18[0]}, [%0]! \n" "vst1.f32 {d18[1]}, [%2]! \n" "vadd.f32 q8, q2, q3 \n" "vst1.f32 {d19[0]}, [%4]! \n" "vst1.f32 {d19[1]}, [%6]! \n" "vsub.f32 q9, q2, q3 \n" "vsub.f32 q6, q15, q10 \n" "vsub.f32 q7, q14, q11 \n" "vadd.f32 q2, q4, q5 \n" "vsub.f32 q3, q4, q5 \n" "vst1.f32 {d16[0]}, [%0] \n" "vst1.f32 {d16[1]}, [%2] \n" "vmla.f32 q6, q7, %f25[1] \n" "vst1.f32 {d17[0]}, [%4] \n" "vst1.f32 {d17[1]}, [%6] \n" "vtrn.32 q9, q2 \n" "vtrn.32 q3, q6 \n" "vswp d19, d6 \n" "vswp d5, d12 \n" "vst1.f32 {d18-d19}, [%1] \n" "vst1.f32 {d4-d5}, [%3] \n" "vst1.f32 {d6-d7}, [%5] \n" "vst1.f32 {d12-d13}, [%7] \n" : "=r"(r0_tm0_0), // %0 "=r"(r0_tm0_4), // %1 "=r"(r0_tm1_0), // %2 "=r"(r0_tm1_4), // %3 "=r"(r0_tm2_0), // %4 "=r"(r0_tm2_4), // %5 "=r"(r0_tm3_0), // %6 "=r"(r0_tm3_4), // %7 "=r"(t0), // %8 "=r"(t1), // %9 "=r"(t2), // %10 "=r"(t3) // %11 : "0"(r0_tm0_0), "1"(r0_tm0_4), "2"(r0_tm1_0), "3"(r0_tm1_4), "4"(r0_tm2_0), "5"(r0_tm2_4), "6"(r0_tm3_0), "7"(r0_tm3_4), "8"(t0), "9"(t1), "10"(t2), "11"(t3), "w"(_coeff0), // %24 "w"(_coeff1), // %25 "r"(step) // %26 : "memory", "q2", "q3", "q4", "q5", "q6", "q7", "q8", "q9", "q10", "q11", "q12", "q13", "q14", "q15" ); #endif // __aarch64__ #else const float* r0 = img0.row(i * 6) + j * 6; for (int m=0; m<8; m++) { tmp[0][m] = r0[0] - r0[6] + (r0[4] - r0[2]) * 5.25f; tmp[7][m] = r0[7] - r0[1] + (r0[3] - r0[5]) * 5.25f; float tmp12a = (r0[2] + r0[6] - r0[4] * 4.25f); float tmp12b = (r0[1] + r0[5] - r0[3] * 4.25f); tmp[1][m] = tmp12a + tmp12b; tmp[2][m] = tmp12a - tmp12b; float tmp34a = (r0[6] + r0[2] * 0.25f - r0[4] * 1.25f); float tmp34b = (r0[1] * 0.5f - r0[3] * 2.5f + r0[5] * 2.f); tmp[3][m] = tmp34a + tmp34b; tmp[4][m] = tmp34a - tmp34b; float tmp56a = (r0[6] + (r0[2] - r0[4] * 1.25f) * 4.f); float tmp56b = (r0[1] * 2.f - r0[3] * 2.5f + r0[5] * 0.5f); tmp[5][m] = tmp56a + tmp56b; tmp[6][m] = tmp56a - tmp56b; r0 += w; } float* r0_tm_0 = img0_tm.row(i * w_tm/8 + j); float* r0_tm_4 = img0_tm.row(i * w_tm/8 + j + tiles); for (int m=0; m<8; m++) { const float* tmp0 = tmp[m]; r0_tm_0[0] = tmp0[0] - tmp0[6] + (tmp0[4] - tmp0[2]) * 5.25f; r0_tm_4[3] = tmp0[7] - tmp0[1] + (tmp0[3] - tmp0[5]) * 5.25f; float tmp12a = (tmp0[2] + tmp0[6] - tmp0[4] * 4.25f); float tmp12b = (tmp0[1] - tmp0[3] * 4.25f + tmp0[5]); r0_tm_0[1] = tmp12a + tmp12b; r0_tm_0[2] = tmp12a - tmp12b; float tmp34a = (tmp0[6] + tmp0[2] * 0.25f - tmp0[4] * 1.25f); float tmp34b = (tmp0[1] * 0.5f - tmp0[3] * 2.5f + tmp0[5] * 2.f); r0_tm_0[3] = tmp34a + tmp34b; r0_tm_4[0] = tmp34a - tmp34b; float tmp56a = (tmp0[6] + (tmp0[2] - tmp0[4] * 1.25f) * 4.f); float tmp56b = (tmp0[1] * 2.f - tmp0[3] * 2.5f + tmp0[5] * 0.5f); r0_tm_4[1] = tmp56a + tmp56b; r0_tm_4[2] = tmp56a - tmp56b; r0_tm_0 += img0_tm.w * tiles * 2; r0_tm_4 += img0_tm.w * tiles * 2; } #endif // __ARM_NEON } } } } bottom_blob_bordered = Mat(); // END transform input // BEGIN dot Mat top_blob_tm; { int w_tm = outw / 6 * 8; int h_tm = outh / 6 * 8; top_blob_tm.create(4, 16 * w_tm/8 * h_tm/8, outch, 4u, opt.workspace_allocator); const int tiles = h_tm/8 * w_tm/8; int nn_outch = outch >> 2; int remain_outch_start = nn_outch << 2; #pragma omp parallel for num_threads(opt.num_threads) for (int pp=0; pp<nn_outch; pp++) { int p = pp * 4; Mat out0_tm = top_blob_tm.channel(p); Mat out1_tm = top_blob_tm.channel(p+1); Mat out2_tm = top_blob_tm.channel(p+2); Mat out3_tm = top_blob_tm.channel(p+3); const float* ktm = kernel_tm.channel(pp); out0_tm.fill(0.f); out1_tm.fill(0.f); out2_tm.fill(0.f); out3_tm.fill(0.f); int q = 0; #if __ARM_NEON && __aarch64__ for (; q+3<inch; q+=4) { const float* r0 = bottom_blob_tm.channel(q); const float* r1 = bottom_blob_tm.channel(q+1); const float* r2 = bottom_blob_tm.channel(q+2); const float* r3 = bottom_blob_tm.channel(q+3); float* output0_tm = out0_tm; float* output1_tm = out1_tm; float* output2_tm = out2_tm; float* output3_tm = out3_tm; asm volatile( "mov w0, #16 \n"// w0 = r = 16 "0: \n" "prfm pldl1keep, [%8, #512] \n" "ld1 {v0.4s, v1.4s, v2.4s, v3.4s}, [%8], #64 \n"// v0 v1 v2 v3 = _k00 _k01 _k02 _k03 "prfm pldl1keep, [%8, #512] \n" "ld1 {v4.4s, v5.4s, v6.4s, v7.4s}, [%8], #64 \n"// v4 v5 v6 v7 = _k10 _k11 _k12 _k13 "prfm pldl1keep, [%8, #512] \n" "ld1 {v8.4s, v9.4s, v10.4s, v11.4s}, [%8], #64 \n"// v8 v9 v10 v11 = _k20 _k21 _k22 _k23 "prfm pldl1keep, [%8, #512] \n" "ld1 {v12.4s, v13.4s, v14.4s, v15.4s}, [%8], #64 \n"// v12 v13 v14 v15 = _k30 _k31 _k32 _k33 // tile loop "lsr w1, %w18, #2 \n"// w1 = nn = tiles >> 2 "cmp w1, #0 \n" "beq 2f \n" //BEGIN tile loop "prfm pldl1keep, [%4, #128] \n"// "ld1 {v16.4s}, [%4], #16 \n" "1: \n" "prfm pldl1keep, [%0, #128] \n" "ld1 {v20.4s}, [%0] \n" "add x4, %0, #16 \n"// x4 = %0 next "fmla v20.4s, v16.4s, v0.4s \n" "prfm pldl1keep, [%1, #128] \n" "ld1 {v21.4s}, [%1] \n" "add x5, %1, #16 \n"// x5 = %1 next "fmla v21.4s, v16.4s, v4.4s \n" "prfm pldl1keep, [%2, #128] \n" "ld1 {v22.4s}, [%2] \n" "add x6, %2, #16 \n"// x6 = %2 next "fmla v22.4s, v16.4s, v8.4s \n" "prfm pldl1keep, [%3, #128] \n" "ld1 {v23.4s}, [%3] \n" "add x7, %3, #16 \n"// x7 = %3 next "prfm pldl1keep, [%5, #128] \n" "ld1 {v17.4s}, [%5], #16 \n" "fmla v23.4s, v16.4s, v12.4s \n" "prfm pldl1keep, [x4, #128] \n" "ld1 {v24.4s}, [x4] \n" "fmla v20.4s, v17.4s, v1.4s \n" "fmla v21.4s, v17.4s, v5.4s \n" "prfm pldl1keep, [%6, #128] \n" "ld1 {v18.4s}, [%6], #16 \n" "fmla v22.4s, v17.4s, v9.4s \n" "fmla v23.4s, v17.4s, v13.4s \n" "prfm pldl1keep, [x5, #128] \n" "ld1 {v25.4s}, [x5] \n" "fmla v20.4s, v18.4s, v2.4s \n" "fmla v21.4s, v18.4s, v6.4s \n" "prfm pldl1keep, [%7, #128] \n" "ld1 {v19.4s}, [%7], #16 \n" "fmla v22.4s, v18.4s, v10.4s \n" "fmla v23.4s, v18.4s, v14.4s \n" "prfm pldl1keep, [x6, #128] \n" "ld1 {v26.4s}, [x6] \n" "fmla v20.4s, v19.4s, v3.4s \n" "fmla v21.4s, v19.4s, v7.4s \n" "prfm pldl1keep, [%4, #128] \n" "ld1 {v16.4s}, [%4], #16 \n" "fmla v22.4s, v19.4s, v11.4s \n" "fmla v23.4s, v19.4s, v15.4s \n" /////// "prfm pldl1keep, [x7, #128] \n" "ld1 {v27.4s}, [x7] \n" "st1 {v20.4s}, [%0] \n" "add %0, %0, #32 \n" "fmla v24.4s, v16.4s, v0.4s \n" "fmla v25.4s, v16.4s, v4.4s \n" "prfm pldl1keep, [%5, #128] \n" "ld1 {v17.4s}, [%5], #16 \n" "fmla v26.4s, v16.4s, v8.4s \n" "fmla v27.4s, v16.4s, v12.4s \n" "prfm pldl1keep, [%0, #128] \n" "ld1 {v20.4s}, [%0] \n" "st1 {v21.4s}, [%1] \n" "add %1, %1, #32 \n" "fmla v24.4s, v17.4s, v1.4s \n" "fmla v25.4s, v17.4s, v5.4s \n" "prfm pldl1keep, [%6, #128] \n" "ld1 {v18.4s}, [%6], #16 \n" "fmla v26.4s, v17.4s, v9.4s \n" "fmla v27.4s, v17.4s, v13.4s \n" "prfm pldl1keep, [%1, #128] \n" "ld1 {v21.4s}, [%1] \n" "st1 {v22.4s}, [%2] \n" "add %2, %2, #32 \n" "fmla v24.4s, v18.4s, v2.4s \n" "fmla v25.4s, v18.4s, v6.4s \n" "prfm pldl1keep, [%7, #128] \n" "ld1 {v19.4s}, [%7], #16 \n" "fmla v26.4s, v18.4s, v10.4s \n" "fmla v27.4s, v18.4s, v14.4s \n" "prfm pldl1keep, [%2, #128] \n" "ld1 {v22.4s}, [%2] \n" "st1 {v23.4s}, [%3] \n" "add %3, %3, #32 \n" "fmla v24.4s, v19.4s, v3.4s \n" "fmla v25.4s, v19.4s, v7.4s \n" "prfm pldl1keep, [%4, #128] \n" "ld1 {v16.4s}, [%4], #16 \n" "fmla v26.4s, v19.4s, v11.4s \n" "fmla v27.4s, v19.4s, v15.4s \n" /////// "prfm pldl1keep, [%3, #128] \n" "ld1 {v23.4s}, [%3] \n" "st1 {v24.4s}, [x4] \n" "add x4, x4, #32 \n" "fmla v20.4s, v16.4s, v0.4s \n" "fmla v21.4s, v16.4s, v4.4s \n" "prfm pldl1keep, [%5, #128] \n" "ld1 {v17.4s}, [%5], #16 \n" "fmla v22.4s, v16.4s, v8.4s \n" "fmla v23.4s, v16.4s, v12.4s \n" "prfm pldl1keep, [x4, #128] \n" "ld1 {v24.4s}, [x4] \n" "st1 {v25.4s}, [x5] \n" "add x5, x5, #32 \n" "fmla v20.4s, v17.4s, v1.4s \n" "fmla v21.4s, v17.4s, v5.4s \n" "prfm pldl1keep, [%6, #128] \n" "ld1 {v18.4s}, [%6], #16 \n" "fmla v22.4s, v17.4s, v9.4s \n" "fmla v23.4s, v17.4s, v13.4s \n" "prfm pldl1keep, [x5, #128] \n" "ld1 {v25.4s}, [x5] \n" "st1 {v26.4s}, [x6] \n" "add x6, x6, #32 \n" "fmla v20.4s, v18.4s, v2.4s \n" "fmla v21.4s, v18.4s, v6.4s \n" "prfm pldl1keep, [%7, #128] \n" "ld1 {v19.4s}, [%7], #16 \n" "fmla v22.4s, v18.4s, v10.4s \n" "fmla v23.4s, v18.4s, v14.4s \n" "prfm pldl1keep, [x6, #128] \n" "ld1 {v26.4s}, [x6] \n" "st1 {v27.4s}, [x7] \n" "add x7, x7, #32 \n" "fmla v20.4s, v19.4s, v3.4s \n" "fmla v21.4s, v19.4s, v7.4s \n" "prfm pldl1keep, [%4, #128] \n" "ld1 {v16.4s}, [%4], #16 \n" "fmla v22.4s, v19.4s, v11.4s \n" "fmla v23.4s, v19.4s, v15.4s \n" /////// "prfm pldl1keep, [x7, #128] \n" "ld1 {v27.4s}, [x7] \n" "st1 {v20.4s}, [%0] \n" "fmla v24.4s, v16.4s, v0.4s \n" "fmla v25.4s, v16.4s, v4.4s \n" "prfm pldl1keep, [%5, #128] \n" "ld1 {v17.4s}, [%5], #16 \n" "fmla v26.4s, v16.4s, v8.4s \n" "fmla v27.4s, v16.4s, v12.4s \n" "st1 {v21.4s}, [%1] \n" "fmla v24.4s, v17.4s, v1.4s \n" "fmla v25.4s, v17.4s, v5.4s \n" "prfm pldl1keep, [%6, #128] \n" "ld1 {v18.4s}, [%6], #16 \n" "fmla v26.4s, v17.4s, v9.4s \n" "fmla v27.4s, v17.4s, v13.4s \n" "st1 {v22.4s}, [%2] \n" "fmla v24.4s, v18.4s, v2.4s \n" "fmla v25.4s, v18.4s, v6.4s \n" "prfm pldl1keep, [%7, #128] \n" "ld1 {v19.4s}, [%7], #16 \n" "fmla v26.4s, v18.4s, v10.4s \n" "fmla v27.4s, v18.4s, v14.4s \n" "st1 {v23.4s}, [%3] \n" "fmla v24.4s, v19.4s, v3.4s \n" "fmla v25.4s, v19.4s, v7.4s \n" "prfm pldl1keep, [%4, #128] \n" "ld1 {v16.4s}, [%4], #16 \n" "fmla v26.4s, v19.4s, v11.4s \n" "fmla v27.4s, v19.4s, v15.4s \n" "st1 {v24.4s}, [x4], #16 \n" "mov %0, x4 \n" "st1 {v25.4s}, [x5], #16 \n" "mov %1, x5 \n" "subs w1, w1, #1 \n" "st1 {v26.4s}, [x6], #16 \n" "mov %2, x6 \n" "st1 {v27.4s}, [x7], #16 \n" "mov %3, x7 \n" "bne 1b \n" "sub %4, %4, #16 \n" //END tile loop "2: \n" // remain loop "and w1, %w18, #3 \n"// w1 = remain = tiles & 3; "cmp w1, #0 \n" "beq 4f \n" //BEGIN remain loop "3: \n" "prfm pldl1keep, [%4, #128] \n" "ld1 {v16.4s}, [%4], #16 \n" "prfm pldl1keep, [%0, #128] \n" "ld1 {v20.4s}, [%0] \n" "fmla v20.4s, v16.4s, v0.4s \n" "prfm pldl1keep, [%1, #128] \n" "ld1 {v21.4s}, [%1] \n" "fmla v21.4s, v16.4s, v4.4s \n" "prfm pldl1keep, [%2, #128] \n" "ld1 {v22.4s}, [%2] \n" "fmla v22.4s, v16.4s, v8.4s \n" "prfm pldl1keep, [%3, #128] \n" "ld1 {v23.4s}, [%3] \n" "fmla v23.4s, v16.4s, v12.4s \n" "prfm pldl1keep, [%5, #128] \n" "ld1 {v17.4s}, [%5], #16 \n" "fmla v20.4s, v17.4s, v1.4s \n" "fmla v21.4s, v17.4s, v5.4s \n" "fmla v22.4s, v17.4s, v9.4s \n" "fmla v23.4s, v17.4s, v13.4s \n" "prfm pldl1keep, [%6, #128] \n" "ld1 {v18.4s}, [%6], #16 \n" "fmla v20.4s, v18.4s, v2.4s \n" "fmla v21.4s, v18.4s, v6.4s \n" "fmla v22.4s, v18.4s, v10.4s \n" "fmla v23.4s, v18.4s, v14.4s \n" "prfm pldl1keep, [%7, #128] \n" "ld1 {v19.4s}, [%7], #16 \n" "fmla v20.4s, v19.4s, v3.4s \n" "fmla v21.4s, v19.4s, v7.4s \n" "fmla v22.4s, v19.4s, v11.4s \n" "fmla v23.4s, v19.4s, v15.4s \n" "st1 {v20.4s}, [%0], #16 \n" "st1 {v21.4s}, [%1], #16 \n" "subs w1, w1, #1 \n" "st1 {v22.4s}, [%2], #16 \n" "st1 {v23.4s}, [%3], #16 \n" "bne 3b \n" //END remain loop "4: \n" "subs w0, w0, #1 \n" "bne 0b \n" : "=r"(output0_tm), // %0 "=r"(output1_tm), // %1 "=r"(output2_tm), // %2 "=r"(output3_tm), // %3 "=r"(r0), // %4 "=r"(r1), // %5 "=r"(r2), // %6 "=r"(r3), // %7 "=r"(ktm) // %8 : "0"(output0_tm), "1"(output1_tm), "2"(output2_tm), "3"(output3_tm), "4"(r0), "5"(r1), "6"(r2), "7"(r3), "8"(ktm), "r"(tiles) // %18 : "cc", "memory", "x0", "x1", "x4", "x5", "x6", "x7", "v0", "v1", "v2", "v3", "v4", "v5", "v6", "v7", "v8", "v9", "v10", "v11", "v12", "v13", "v14", "v15", "v16", "v17", "v18", "v19", "v20", "v21", "v22", "v23", "v24", "v25", "v26", "v27" ); } #endif // __ARM_NEON && __aarch64__ for (; q+1<inch; q+=2) { const float* r0 = bottom_blob_tm.channel(q); const float* r1 = bottom_blob_tm.channel(q+1); float* output0_tm = out0_tm; float* output1_tm = out1_tm; float* output2_tm = out2_tm; float* output3_tm = out3_tm; #if __ARM_NEON #if __aarch64__ asm volatile( "mov w0, #16 \n"// w0 = r = 16 "0: \n" "prfm pldl1keep, [%6, #256] \n" "ld1 {v0.4s, v1.4s}, [%6], #32 \n"// v0 v1 = _k00 _k01 "prfm pldl1keep, [%6, #256] \n" "ld1 {v2.4s, v3.4s}, [%6], #32 \n"// v2 v3 = _k10 _k11 "prfm pldl1keep, [%6, #256] \n" "ld1 {v4.4s, v5.4s}, [%6], #32 \n"// v4 v5 = _k20 _k21 "prfm pldl1keep, [%6, #256] \n" "ld1 {v6.4s, v7.4s}, [%6], #32 \n"// v6 v7 = _k30 _k31 // tile loop "lsr w1, %w14, #2 \n"// w1 = nn = tiles >> 2 "cmp w1, #0 \n" "beq 2f \n" //BEGIN tile loop "prfm pldl1keep, [%4, #128] \n" "ld1 {v20.4s}, [%4], #16 \n" "1: \n" "prfm pldl1keep, [%0, #128] \n" "ld1 {v16.4s}, [%0] \n" "fmla v16.4s, v20.4s, v0.4s \n" "prfm pldl1keep, [%1, #128] \n" "ld1 {v17.4s}, [%1] \n" "fmla v17.4s, v20.4s, v2.4s \n" "prfm pldl1keep, [%2, #128] \n" "ld1 {v18.4s}, [%2] \n" "fmla v18.4s, v20.4s, v4.4s \n" "prfm pldl1keep, [%3, #128] \n" "ld1 {v19.4s}, [%3] \n" "fmla v19.4s, v20.4s, v6.4s \n" "prfm pldl1keep, [%5, #128] \n" "ld1 {v21.4s}, [%5], #16 \n" "fmla v16.4s, v21.4s, v1.4s \n" "fmla v17.4s, v21.4s, v3.4s \n" "prfm pldl1keep, [%4, #128] \n" "ld1 {v20.4s}, [%4], #16 \n" "fmla v18.4s, v21.4s, v5.4s \n" "fmla v19.4s, v21.4s, v7.4s \n" "st1 {v16.4s}, [%0], #16 \n" "st1 {v17.4s}, [%1], #16 \n" //// "prfm pldl1keep, [%0, #128] \n" "ld1 {v16.4s}, [%0] \n" "fmla v16.4s, v20.4s, v0.4s \n" "prfm pldl1keep, [%1, #128] \n" "ld1 {v17.4s}, [%1] \n" "fmla v17.4s, v20.4s, v2.4s \n" "st1 {v18.4s}, [%2], #16 \n" "st1 {v19.4s}, [%3], #16 \n" "prfm pldl1keep, [%2, #128] \n" "ld1 {v18.4s}, [%2] \n" "fmla v18.4s, v20.4s, v4.4s \n" "prfm pldl1keep, [%3, #128] \n" "ld1 {v19.4s}, [%3] \n" "fmla v19.4s, v20.4s, v6.4s \n" "prfm pldl1keep, [%5, #128] \n" "ld1 {v21.4s}, [%5], #16 \n" "fmla v16.4s, v21.4s, v1.4s \n" "fmla v17.4s, v21.4s, v3.4s \n" "prfm pldl1keep, [%4, #128] \n" "ld1 {v20.4s}, [%4], #16 \n" "fmla v18.4s, v21.4s, v5.4s \n" "fmla v19.4s, v21.4s, v7.4s \n" "st1 {v16.4s}, [%0], #16 \n" "st1 {v17.4s}, [%1], #16 \n" //// "prfm pldl1keep, [%0, #128] \n" "ld1 {v16.4s}, [%0] \n" "fmla v16.4s, v20.4s, v0.4s \n" "prfm pldl1keep, [%1, #128] \n" "ld1 {v17.4s}, [%1] \n" "fmla v17.4s, v20.4s, v2.4s \n" "st1 {v18.4s}, [%2], #16 \n" "st1 {v19.4s}, [%3], #16 \n" "prfm pldl1keep, [%2, #128] \n" "ld1 {v18.4s}, [%2] \n" "fmla v18.4s, v20.4s, v4.4s \n" "prfm pldl1keep, [%3, #128] \n" "ld1 {v19.4s}, [%3] \n" "fmla v19.4s, v20.4s, v6.4s \n" "prfm pldl1keep, [%5, #128] \n" "ld1 {v21.4s}, [%5], #16 \n" "fmla v16.4s, v21.4s, v1.4s \n" "fmla v17.4s, v21.4s, v3.4s \n" "prfm pldl1keep, [%4, #128] \n" "ld1 {v20.4s}, [%4], #16 \n" "fmla v18.4s, v21.4s, v5.4s \n" "fmla v19.4s, v21.4s, v7.4s \n" "st1 {v16.4s}, [%0], #16 \n" "st1 {v17.4s}, [%1], #16 \n" //// "prfm pldl1keep, [%0, #128] \n" "ld1 {v16.4s}, [%0] \n" "fmla v16.4s, v20.4s, v0.4s \n" "prfm pldl1keep, [%1, #128] \n" "ld1 {v17.4s}, [%1] \n" "fmla v17.4s, v20.4s, v2.4s \n" "st1 {v18.4s}, [%2], #16 \n" "st1 {v19.4s}, [%3], #16 \n" "prfm pldl1keep, [%2, #128] \n" "ld1 {v18.4s}, [%2] \n" "fmla v18.4s, v20.4s, v4.4s \n" "prfm pldl1keep, [%3, #128] \n" "ld1 {v19.4s}, [%3] \n" "fmla v19.4s, v20.4s, v6.4s \n" "prfm pldl1keep, [%5, #128] \n" "ld1 {v21.4s}, [%5], #16 \n" "fmla v16.4s, v21.4s, v1.4s \n" "fmla v17.4s, v21.4s, v3.4s \n" "prfm pldl1keep, [%4, #128] \n" "ld1 {v20.4s}, [%4], #16 \n" "fmla v18.4s, v21.4s, v5.4s \n" "fmla v19.4s, v21.4s, v7.4s \n" "st1 {v16.4s}, [%0], #16 \n" "st1 {v17.4s}, [%1], #16 \n" "subs w1, w1, #1 \n" "st1 {v18.4s}, [%2], #16 \n" "st1 {v19.4s}, [%3], #16 \n" "bne 1b \n" "sub %4, %4, #16 \n" //END tile loop "2: \n" // remain loop "and w1, %w14, #3 \n"// w1 = remain = tiles & 3; "cmp w1, #0 \n" "beq 4f \n" //BEGIN remain loop "3: \n" "prfm pldl1keep, [%4, #128] \n" "ld1 {v20.4s}, [%4], #16 \n" "prfm pldl1keep, [%0, #128] \n" "ld1 {v16.4s}, [%0] \n" "fmla v16.4s, v20.4s, v0.4s \n" "prfm pldl1keep, [%1, #128] \n" "ld1 {v17.4s}, [%1] \n" "fmla v17.4s, v20.4s, v2.4s \n" "prfm pldl1keep, [%2, #128] \n" "ld1 {v18.4s}, [%2] \n" "fmla v18.4s, v20.4s, v4.4s \n" "prfm pldl1keep, [%3, #128] \n" "ld1 {v19.4s}, [%3] \n" "fmla v19.4s, v20.4s, v6.4s \n" "prfm pldl1keep, [%5, #128] \n" "ld1 {v21.4s}, [%5], #16 \n" "fmla v16.4s, v21.4s, v1.4s \n" "fmla v17.4s, v21.4s, v3.4s \n" "fmla v18.4s, v21.4s, v5.4s \n" "fmla v19.4s, v21.4s, v7.4s \n" "st1 {v16.4s}, [%0], #16 \n" "st1 {v17.4s}, [%1], #16 \n" "subs w1, w1, #1 \n" "st1 {v18.4s}, [%2], #16 \n" "st1 {v19.4s}, [%3], #16 \n" "bne 3b \n" //END remain loop "4: \n" "subs w0, w0, #1 \n" "bne 0b \n" : "=r"(output0_tm), // %0 "=r"(output1_tm), // %1 "=r"(output2_tm), // %2 "=r"(output3_tm), // %3 "=r"(r0), // %4 "=r"(r1), // %5 "=r"(ktm) // %6 : "0"(output0_tm), "1"(output1_tm), "2"(output2_tm), "3"(output3_tm), "4"(r0), "5"(r1), "6"(ktm), "r"(tiles) // %14 : "cc", "memory", "x0", "x1", "v0", "v1", "v2", "v3", "v4", "v5", "v6", "v7", "v16", "v17", "v18", "v19", "v20", "v21" ); #else asm volatile( "mov r0, #16 \n"// r0 = r = 16 "0: \n" "pld [%6, #256] \n" "vld1.f32 {d0-d3}, [%6 :128]! \n"// q0 q1 = _k00 _k01 "pld [%6, #256] \n" "vld1.f32 {d4-d7}, [%6 :128]! \n"// q2 q3 = _k10 _k11 "pld [%6, #256] \n" "vld1.f32 {d8-d11}, [%6 :128]! \n"// q4 q5 = _k20 _k21 "pld [%6, #256] \n" "vld1.f32 {d12-d15}, [%6 :128]! \n"// q6 q7 = _k30 _k31 // tile loop "lsr r1, %14, #2 \n"// r1 = nn = tiles >> 2 "cmp r1, #0 \n" "beq 2f \n" //BEGIN tile loop "pld [%4, #128] \n" "vld1.f32 {d24-d25}, [%4 :128]! \n"// q12 = _r0 "1: \n" "pld [%0, #128] \n" "vld1.f32 {d16-d17}, [%0 :128] \n"// q8 = _output0_tm "vmla.f32 q8, q12, q0 \n" "pld [%1, #128] \n" "vld1.f32 {d18-d19}, [%1 :128] \n"// q9 = _output1_tm "vmla.f32 q9, q12, q2 \n" "pld [%2, #128] \n" "vld1.f32 {d20-d21}, [%2 :128] \n"// q10 = _output2_tm "vmla.f32 q10, q12, q4 \n" "pld [%3, #128] \n" "vld1.f32 {d22-d23}, [%3 :128] \n"// q11 = _output3_tm "vmla.f32 q11, q12, q6 \n" "pld [%5, #128] \n" "vld1.f32 {d26-d27}, [%5 :128]! \n"// q13 = _r1 "vmla.f32 q8, q13, q1 \n" "vmla.f32 q9, q13, q3 \n" "pld [%4, #128] \n" "vld1.f32 {d24-d25}, [%4 :128]! \n"// q12 = _r0 "vmla.f32 q10, q13, q5 \n" "vmla.f32 q11, q13, q7 \n" "vst1.f32 {d16-d17}, [%0 :128]! \n" "vst1.f32 {d18-d19}, [%1 :128]! \n" //// "pld [%0, #128] \n" "vld1.f32 {d16-d17}, [%0 :128] \n"// q8 = _output0_tm "vmla.f32 q8, q12, q0 \n" "pld [%1, #128] \n" "vld1.f32 {d18-d19}, [%1 :128] \n"// q9 = _output1_tm "vmla.f32 q9, q12, q2 \n" "vst1.f32 {d20-d21}, [%2 :128]! \n" "vst1.f32 {d22-d23}, [%3 :128]! \n" "pld [%2, #128] \n" "vld1.f32 {d20-d21}, [%2 :128] \n"// q10 = _output2_tm "vmla.f32 q10, q12, q4 \n" "pld [%3, #128] \n" "vld1.f32 {d22-d23}, [%3 :128] \n"// q11 = _output3_tm "vmla.f32 q11, q12, q6 \n" "pld [%5, #128] \n" "vld1.f32 {d26-d27}, [%5 :128]! \n"// q13 = _r1 "vmla.f32 q8, q13, q1 \n" "vmla.f32 q9, q13, q3 \n" "pld [%4, #128] \n" "vld1.f32 {d24-d25}, [%4 :128]! \n"// q12 = _r0 "vmla.f32 q10, q13, q5 \n" "vmla.f32 q11, q13, q7 \n" "vst1.f32 {d16-d17}, [%0 :128]! \n" "vst1.f32 {d18-d19}, [%1 :128]! \n" //// "pld [%0, #128] \n" "vld1.f32 {d16-d17}, [%0 :128] \n"// q8 = _output0_tm "vmla.f32 q8, q12, q0 \n" "pld [%1, #128] \n" "vld1.f32 {d18-d19}, [%1 :128] \n"// q9 = _output1_tm "vmla.f32 q9, q12, q2 \n" "vst1.f32 {d20-d21}, [%2 :128]! \n" "vst1.f32 {d22-d23}, [%3 :128]! \n" "pld [%2, #128] \n" "vld1.f32 {d20-d21}, [%2 :128] \n"// q10 = _output2_tm "vmla.f32 q10, q12, q4 \n" "pld [%3, #128] \n" "vld1.f32 {d22-d23}, [%3 :128] \n"// q11 = _output3_tm "vmla.f32 q11, q12, q6 \n" "pld [%5, #128] \n" "vld1.f32 {d26-d27}, [%5 :128]! \n"// q13 = _r1 "vmla.f32 q8, q13, q1 \n" "vmla.f32 q9, q13, q3 \n" "pld [%4, #128] \n" "vld1.f32 {d24-d25}, [%4 :128]! \n"// q12 = _r0 "vmla.f32 q10, q13, q5 \n" "vmla.f32 q11, q13, q7 \n" "vst1.f32 {d16-d17}, [%0 :128]! \n" "vst1.f32 {d18-d19}, [%1 :128]! \n" //// "pld [%0, #128] \n" "vld1.f32 {d16-d17}, [%0 :128] \n"// q8 = _output0_tm "vmla.f32 q8, q12, q0 \n" "pld [%1, #128] \n" "vld1.f32 {d18-d19}, [%1 :128] \n"// q9 = _output1_tm "vmla.f32 q9, q12, q2 \n" "vst1.f32 {d20-d21}, [%2 :128]! \n" "vst1.f32 {d22-d23}, [%3 :128]! \n" "pld [%2, #128] \n" "vld1.f32 {d20-d21}, [%2 :128] \n"// q10 = _output2_tm "vmla.f32 q10, q12, q4 \n" "pld [%3, #128] \n" "vld1.f32 {d22-d23}, [%3 :128] \n"// q11 = _output3_tm "vmla.f32 q11, q12, q6 \n" "pld [%5, #128] \n" "vld1.f32 {d26-d27}, [%5 :128]! \n"// q13 = _r1 "vmla.f32 q8, q13, q1 \n" "vmla.f32 q9, q13, q3 \n" "pld [%4, #128] \n" "vld1.f32 {d24-d25}, [%4 :128]! \n"// q12 = _r0 "vmla.f32 q10, q13, q5 \n" "vmla.f32 q11, q13, q7 \n" "vst1.f32 {d16-d17}, [%0 :128]! \n" "vst1.f32 {d18-d19}, [%1 :128]! \n" "subs r1, #1 \n" "vst1.f32 {d20-d21}, [%2 :128]! \n" "vst1.f32 {d22-d23}, [%3 :128]! \n" "bne 1b \n" "sub %4, %4, #16 \n" //END tile loop "2: \n" // remain loop "and r1, %14, #3 \n"// r1 = remain = tiles & 3; "cmp r1, #0 \n" "beq 4f \n" //BEGIN remain loop "3: \n" "pld [%4, #128] \n" "vld1.f32 {d24-d25}, [%4 :128]! \n"// q12 = _r0 "pld [%0, #128] \n" "vld1.f32 {d16-d17}, [%0 :128] \n"// q8 = _output0_tm "vmla.f32 q8, q12, q0 \n" "pld [%1, #128] \n" "vld1.f32 {d18-d19}, [%1 :128] \n"// q9 = _output1_tm "vmla.f32 q9, q12, q2 \n" "pld [%2, #128] \n" "vld1.f32 {d20-d21}, [%2 :128] \n"// q10 = _output2_tm "vmla.f32 q10, q12, q4 \n" "pld [%3, #128] \n" "vld1.f32 {d22-d23}, [%3 :128] \n"// q11 = _output3_tm "vmla.f32 q11, q12, q6 \n" "pld [%5, #128] \n" "vld1.f32 {d26-d27}, [%5 :128]! \n"// q13 = _r1 "vmla.f32 q8, q13, q1 \n" "vmla.f32 q9, q13, q3 \n" "vmla.f32 q10, q13, q5 \n" "vmla.f32 q11, q13, q7 \n" "vst1.f32 {d16-d17}, [%0 :128]! \n" "vst1.f32 {d18-d19}, [%1 :128]! \n" "subs r1, #1 \n" "vst1.f32 {d20-d21}, [%2 :128]! \n" "vst1.f32 {d22-d23}, [%3 :128]! \n" "bne 3b \n" //END remain loop "4: \n" "subs r0, #1 \n" "bne 0b \n" : "=r"(output0_tm), // %0 "=r"(output1_tm), // %1 "=r"(output2_tm), // %2 "=r"(output3_tm), // %3 "=r"(r0), // %4 "=r"(r1), // %5 "=r"(ktm) // %6 : "0"(output0_tm), "1"(output1_tm), "2"(output2_tm), "3"(output3_tm), "4"(r0), "5"(r1), "6"(ktm), "r"(tiles) // %14 : "cc", "memory", "r0", "r1", "q0", "q1", "q2", "q3", "q4", "q5", "q6", "q7", "q8", "q9", "q10", "q11", "q12", "q13" ); #endif // __aarch64__ #else for (int r=0; r<16; r++) { for (int t=0; t<tiles; t++) { for (int m=0; m<4; m++) { output0_tm[m] += r0[m] * ktm[0 +m]; output0_tm[m] += r1[m] * ktm[4 +m]; output1_tm[m] += r0[m] * ktm[8 +m]; output1_tm[m] += r1[m] * ktm[12+m]; output2_tm[m] += r0[m] * ktm[16+m]; output2_tm[m] += r1[m] * ktm[20+m]; output3_tm[m] += r0[m] * ktm[24+m]; output3_tm[m] += r1[m] * ktm[28+m]; } r0 += 4; r1 += 4; output0_tm += 4; output1_tm += 4; output2_tm += 4; output3_tm += 4; } ktm += 32; } #endif // __ARM_NEON } for (; q<inch; q++) { const float* r0 = bottom_blob_tm.channel(q); float* output0_tm = out0_tm; float* output1_tm = out1_tm; float* output2_tm = out2_tm; float* output3_tm = out3_tm; #if __ARM_NEON #if __aarch64__ asm volatile( "mov w0, #16 \n"// w0 = r = 16 "0: \n" "prfm pldl1keep, [%5, #256] \n" "ld1 {v0.4s, v1.4s}, [%5], #32 \n"// v0 v1 = _k00 _k10 "prfm pldl1keep, [%5, #256] \n" "ld1 {v2.4s, v3.4s}, [%5], #32 \n"// v2 v3 = _k20 _k30 // tile loop "mov w1, %w12 \n"// w1 = tiles "cmp w1, #0 \n" "beq 2f \n" //BEGIN tile loop "1: \n" "prfm pldl1keep, [%4, #128] \n" "ld1 {v16.4s}, [%4], #16 \n" "prfm pldl1keep, [%0, #128] \n" "ld1 {v17.4s}, [%0] \n" "fmla v17.4s, v16.4s, v0.4s \n" "prfm pldl1keep, [%1, #128] \n" "ld1 {v18.4s}, [%1] \n" "fmla v18.4s, v16.4s, v1.4s \n" "prfm pldl1keep, [%2, #128] \n" "ld1 {v19.4s}, [%2] \n" "fmla v19.4s, v16.4s, v2.4s \n" "prfm pldl1keep, [%3, #128] \n" "ld1 {v20.4s}, [%3] \n" "fmla v20.4s, v16.4s, v3.4s \n" "st1 {v17.4s}, [%0], #16 \n" "st1 {v18.4s}, [%1], #16 \n" "subs w1, w1, #1 \n" "st1 {v19.4s}, [%2], #16 \n" "st1 {v20.4s}, [%3], #16 \n" "bne 1b \n" //END tile loop "2: \n" "subs w0, w0, #1 \n" "bne 0b \n" : "=r"(output0_tm), // %0 "=r"(output1_tm), // %1 "=r"(output2_tm), // %2 "=r"(output3_tm), // %3 "=r"(r0), // %4 "=r"(ktm) // %5 : "0"(output0_tm), "1"(output1_tm), "2"(output2_tm), "3"(output3_tm), "4"(r0), "5"(ktm), "r"(tiles) // %12 : "cc", "memory", "x0", "x1", "v0", "v1", "v2", "v3", "v16", "v17", "v18", "v19", "v20" ); #else asm volatile( "mov r0, #16 \n"// r0 = r = 16 "0: \n" "pld [%5, #256] \n" "vld1.f32 {d0-d3}, [%5 :128]! \n"// q0 q1 = _k00 _k10 "pld [%5, #256] \n" "vld1.f32 {d4-d7}, [%5 :128]! \n"// q2 q3 = _k20 _k30 // tile loop "mov r1, %12 \n"// r1 = tiles "cmp r1, #0 \n" "beq 2f \n" //BEGIN tile loop "1: \n" "pld [%4, #128] \n" "vld1.f32 {d24-d25}, [%4 :128]! \n"// q12 = _r0 "pld [%0, #128] \n" "vld1.f32 {d16-d17}, [%0 :128] \n"// q8 = _output0_tm "vmla.f32 q8, q12, q0 \n" "pld [%1, #128] \n" "vld1.f32 {d18-d19}, [%1 :128] \n"// q9 = _output1_tm "vmla.f32 q9, q12, q1 \n" "pld [%2, #128] \n" "vld1.f32 {d20-d21}, [%2 :128] \n"// q10 = _output2_tm "vmla.f32 q10, q12, q2 \n" "pld [%3, #128] \n" "vld1.f32 {d22-d23}, [%3 :128] \n"// q11 = _output3_tm "vmla.f32 q11, q12, q3 \n" "vst1.f32 {d16-d17}, [%0 :128]! \n" "vst1.f32 {d18-d19}, [%1 :128]! \n" "subs r1, #1 \n" "vst1.f32 {d20-d21}, [%2 :128]! \n" "vst1.f32 {d22-d23}, [%3 :128]! \n" "bne 1b \n" //END tile loop "2: \n" "subs r0, #1 \n" "bne 0b \n" : "=r"(output0_tm), // %0 "=r"(output1_tm), // %1 "=r"(output2_tm), // %2 "=r"(output3_tm), // %3 "=r"(r0), // %4 "=r"(ktm) // %5 : "0"(output0_tm), "1"(output1_tm), "2"(output2_tm), "3"(output3_tm), "4"(r0), "5"(ktm), "r"(tiles) // %12 : "cc", "memory", "r0", "r1", "q0", "q1", "q2", "q3", "q4", "q5", "q6", "q7", "q8", "q9", "q10", "q11", "q12", "q13" ); #endif // __aarch64__ #else for (int r=0; r<16; r++) { for (int t=0; t<tiles; t++) { for (int m=0; m<4; m++) { output0_tm[m] += r0[m] * ktm[0 +m]; output1_tm[m] += r0[m] * ktm[4 +m]; output2_tm[m] += r0[m] * ktm[8 +m]; output3_tm[m] += r0[m] * ktm[12+m]; } r0 += 4; output0_tm += 4; output1_tm += 4; output2_tm += 4; output3_tm += 4; } ktm += 16; } #endif // __ARM_NEON } } #pragma omp parallel for num_threads(opt.num_threads) for (int p = remain_outch_start; p<outch; p++) { Mat out0_tm = top_blob_tm.channel(p); const float* ktm = (const float*)kernel_tm.channel(nn_outch) + 8*8 * inch * (p-remain_outch_start); out0_tm.fill(0.f); int q = 0; for (; q<inch; q++) { const float* r0 = bottom_blob_tm.channel(q); float* output0_tm = out0_tm; for (int r=0; r<16; r++) { #if __ARM_NEON float32x4_t _k00 = vld1q_f32(ktm); ktm += 4; #endif // __ARM_NEON // tile for (int i=0; i<tiles; i++) { #if __ARM_NEON #if __aarch64__ asm volatile( "prfm pldl1keep, [%1, #128] \n" "ld1 {v17.4s}, [%1], #16 \n" "prfm pldl1keep, [%0, #128] \n" "ld1 {v16.4s}, [%0] \n" "fmla v16.4s, v17.4s, %4.4s \n" "st1 {v16.4s}, [%0], #16 \n" : "=r"(output0_tm), // %0 "=r"(r0) // %1 : "0"(output0_tm), "1"(r0), "w"(_k00) // %4 : "cc", "memory", "v16", "v17" ); #else asm volatile( "pld [%1, #128] \n" "vld1.f32 {d18-d19}, [%1 :128]! \n"// q9 = _r0 "pld [%0, #128] \n" "vld1.f32 {d16-d17}, [%0 :128] \n"// q8 = _output0_tm "vmla.f32 q8, q9, %q4 \n" "vst1.f32 {d16-d17}, [%0 :128]! \n" : "=r"(output0_tm), // %0 "=r"(r0) // %1 : "0"(output0_tm), "1"(r0), "w"(_k00) // %4 : "cc", "memory", "q8", "q9" ); #endif // __aarch64__ #else for (int m=0; m<4; m++) { output0_tm[m] += r0[m] * ktm[m]; } r0 += 4; output0_tm += 4; #endif // __ARM_NEON } #if !__ARM_NEON ktm += 4; #endif // __ARM_NEON } } } } bottom_blob_tm = Mat(); // END dot // BEGIN transform output Mat top_blob_bordered; top_blob_bordered.create(outw, outh, outch, 4u, opt.workspace_allocator); { // const float otm[6][8] = { // {1.0f, 1.0f, 1.0f, 1.0f, 1.0f, 32.0f, 32.0f, 0.0f}, // {0.0f, 1.0f, -1.0f, 2.0f, -2.0f, 16.0f,-16.0f, 0.0f}, // {0.0f, 1.0f, 1.0f, 4.0f, 4.0f, 8.0f, 8.0f, 0.0f}, // {0.0f, 1.0f, -1.0f, 8.0f, -8.0f, 4.0f, -4.0f, 0.0f}, // {0.0f, 1.0f, 1.0f, 16.0f, 16.0f, 2.0f, 2.0f, 0.0f}, // {0.0f, 1.0f, -1.0f, 32.0f, -32.0f, 1.0f, -1.0f, 1.0f} // }; // 0 = r0 + (r1 + r2) + (r3 + r4) + (r5 + r6) * 32 // 1 = (r1 - r2) + (r3 - r4) * 2 + (r5 - r6) * 16 // 2 = (r1 + r2) + (r3 + r4) * 4 + (r5 + r6) * 8 // 3 = (r1 - r2) + (r3 - r4) * 8 + (r5 - r6) * 4 // 4 = (r1 + r2) + (r3 + r4) * 16+ (r5 + r6) * 2 // 5 = r7 + (r1 - r2) + (r3 - r4) * 32+ (r5 - r6) #if __ARM_NEON const float coeff[4] = { 4.f, 8.f, 16.f, 32.f }; float32x4_t _coeff = vld1q_f32(coeff); #endif // __ARM_NEON int w_tm = outw / 6 * 8; int h_tm = outh / 6 * 8; const int tiles = w_tm/8 * h_tm/8; #pragma omp parallel for num_threads(opt.num_threads) for (int p = 0; p<outch; p++) { const Mat out0_tm = top_blob_tm.channel(p); Mat out0 = top_blob_bordered.channel(p); const float bias0 = bias ? bias[p] : 0.f; #if __ARM_NEON float32x2_t _bias0 = vdup_n_f32(bias0); #endif // __ARM_NEON float tmp[6][8]; // tile for (int i=0; i<outh/6; i++) { for (int j=0; j<outw/6; j++) { #if __ARM_NEON const float* output0_tm0_0 = out0_tm.row(i * w_tm/8 + j); const float* output0_tm0_4 = out0_tm.row(i * w_tm/8 + j + tiles); const float* output0_tm1_0 = out0_tm.row(i * w_tm/8 + j + tiles*2); const float* output0_tm1_4 = out0_tm.row(i * w_tm/8 + j + tiles*3); const float* output0_tm2_0 = out0_tm.row(i * w_tm/8 + j + tiles*4); const float* output0_tm2_4 = out0_tm.row(i * w_tm/8 + j + tiles*5); const float* output0_tm3_0 = out0_tm.row(i * w_tm/8 + j + tiles*6); const float* output0_tm3_4 = out0_tm.row(i * w_tm/8 + j + tiles*7); #if __aarch64__ for (int m=0; m+3<8; m+=4) { float32x4_t _output0_tm0_0123 = vld1q_f32(output0_tm0_0); float32x4_t _output0_tm0_4567 = vld1q_f32(output0_tm0_4); float32x4_t _output0_tm1_0123 = vld1q_f32(output0_tm1_0); float32x4_t _output0_tm1_4567 = vld1q_f32(output0_tm1_4); float32x4_t _output0_tm2_0123 = vld1q_f32(output0_tm2_0); float32x4_t _output0_tm2_4567 = vld1q_f32(output0_tm2_4); float32x4_t _output0_tm3_0123 = vld1q_f32(output0_tm3_0); float32x4_t _output0_tm3_4567 = vld1q_f32(output0_tm3_4); float32x4x2_t _output0_tm01_00221133 = vtrnq_f32(_output0_tm0_0123, _output0_tm1_0123); float32x4x2_t _output0_tm01_44665577 = vtrnq_f32(_output0_tm0_4567, _output0_tm1_4567); float32x4x2_t _output0_tm23_00221133 = vtrnq_f32(_output0_tm2_0123, _output0_tm3_0123); float32x4x2_t _output0_tm23_44665577 = vtrnq_f32(_output0_tm2_4567, _output0_tm3_4567); // no vswp intrinsic :( float32x4_t _output0_tm_00 = vcombine_f32(vget_low_f32(_output0_tm01_00221133.val[0]), vget_low_f32(_output0_tm23_00221133.val[0])); float32x4_t _output0_tm_11 = vcombine_f32(vget_low_f32(_output0_tm01_00221133.val[1]), vget_low_f32(_output0_tm23_00221133.val[1])); float32x4_t _output0_tm_22 = vcombine_f32(vget_high_f32(_output0_tm01_00221133.val[0]), vget_high_f32(_output0_tm23_00221133.val[0])); float32x4_t _output0_tm_33 = vcombine_f32(vget_high_f32(_output0_tm01_00221133.val[1]), vget_high_f32(_output0_tm23_00221133.val[1])); float32x4_t _output0_tm_44 = vcombine_f32(vget_low_f32(_output0_tm01_44665577.val[0]), vget_low_f32(_output0_tm23_44665577.val[0])); float32x4_t _output0_tm_55 = vcombine_f32(vget_low_f32(_output0_tm01_44665577.val[1]), vget_low_f32(_output0_tm23_44665577.val[1])); float32x4_t _output0_tm_66 = vcombine_f32(vget_high_f32(_output0_tm01_44665577.val[0]), vget_high_f32(_output0_tm23_44665577.val[0])); float32x4_t _output0_tm_77 = vcombine_f32(vget_high_f32(_output0_tm01_44665577.val[1]), vget_high_f32(_output0_tm23_44665577.val[1])); float32x4_t _tmp024a = vaddq_f32(_output0_tm_11, _output0_tm_22); float32x4_t _tmp135a = vsubq_f32(_output0_tm_11, _output0_tm_22); float32x4_t _tmp024b = vaddq_f32(_output0_tm_33, _output0_tm_44); float32x4_t _tmp135b = vsubq_f32(_output0_tm_33, _output0_tm_44); float32x4_t _tmp024c = vaddq_f32(_output0_tm_55, _output0_tm_66); float32x4_t _tmp135c = vsubq_f32(_output0_tm_55, _output0_tm_66); float32x4_t _tmp0 = vaddq_f32(_output0_tm_00, _tmp024a); _tmp0 = vmlaq_lane_f32(_tmp0, _tmp024c, vget_high_f32(_coeff), 1); _tmp0 = vaddq_f32(_tmp0, _tmp024b); float32x4_t _tmp2 = vmlaq_lane_f32(_tmp024a, _tmp024b, vget_low_f32(_coeff), 0); _tmp2 = vmlaq_lane_f32(_tmp2, _tmp024c, vget_low_f32(_coeff), 1); float32x4_t _tmp4 = vmlaq_lane_f32(_tmp024a, _tmp024b, vget_high_f32(_coeff), 0); _tmp4 = vaddq_f32(_tmp4, _tmp024c); _tmp4 = vaddq_f32(_tmp4, _tmp024c); vst1q_f32(&tmp[0][m], _tmp0); vst1q_f32(&tmp[2][m], _tmp2); vst1q_f32(&tmp[4][m], _tmp4); float32x4_t _tmp1 = vmlaq_lane_f32(_tmp135a, _tmp135c, vget_high_f32(_coeff), 0); _tmp1 = vaddq_f32(_tmp1, _tmp135b); _tmp1 = vaddq_f32(_tmp1, _tmp135b); float32x4_t _tmp3 = vmlaq_lane_f32(_tmp135a, _tmp135b, vget_low_f32(_coeff), 1); _tmp3 = vmlaq_lane_f32(_tmp3, _tmp135c, vget_low_f32(_coeff), 0); float32x4_t _tmp5 = vaddq_f32(_output0_tm_77, _tmp135a); _tmp5 = vmlaq_lane_f32(_tmp5, _tmp135b, vget_high_f32(_coeff), 1); _tmp5 = vaddq_f32(_tmp5, _tmp135c); vst1q_f32(&tmp[1][m], _tmp1); vst1q_f32(&tmp[3][m], _tmp3); vst1q_f32(&tmp[5][m], _tmp5); output0_tm0_0 += out0_tm.w * tiles * 2*4; output0_tm0_4 += out0_tm.w * tiles * 2*4; output0_tm1_0 += out0_tm.w * tiles * 2*4; output0_tm1_4 += out0_tm.w * tiles * 2*4; output0_tm2_0 += out0_tm.w * tiles * 2*4; output0_tm2_4 += out0_tm.w * tiles * 2*4; output0_tm3_0 += out0_tm.w * tiles * 2*4; output0_tm3_4 += out0_tm.w * tiles * 2*4; } const float* t0 = tmp[0]; const float* t1 = tmp[1]; float* output0 = out0.row(i * 6) + j * 6; float* output1 = output0 + outw; for (int m=0; m+1<6; m+=2) { float32x4_t _t0_0123 = vld1q_f32(t0); float32x4_t _t0_4567 = vld1q_f32(t0+4); float32x4_t _t1_0123 = vld1q_f32(t1); float32x4_t _t1_4567 = vld1q_f32(t1+4); float32x4x2_t _t01_00221133 = vtrnq_f32(_t0_0123, _t1_0123); float32x4x2_t _t01_44665577 = vtrnq_f32(_t0_4567, _t1_4567); float32x2_t _t_00 = vget_low_f32(_t01_00221133.val[0]); float32x2_t _t_11 = vget_low_f32(_t01_00221133.val[1]); float32x2_t _t_22 = vget_high_f32(_t01_00221133.val[0]); float32x2_t _t_33 = vget_high_f32(_t01_00221133.val[1]); float32x2_t _t_44 = vget_low_f32(_t01_44665577.val[0]); float32x2_t _t_55 = vget_low_f32(_t01_44665577.val[1]); float32x2_t _t_66 = vget_high_f32(_t01_44665577.val[0]); float32x2_t _t_77 = vget_high_f32(_t01_44665577.val[1]); float32x2_t _tmp024a = vadd_f32(_t_11, _t_22); float32x2_t _tmp135a = vsub_f32(_t_11, _t_22); float32x2_t _tmp024b = vadd_f32(_t_33, _t_44); float32x2_t _tmp135b = vsub_f32(_t_33, _t_44); float32x2_t _tmp024c = vadd_f32(_t_55, _t_66); float32x2_t _tmp135c = vsub_f32(_t_55, _t_66); float32x2_t _output_0 = vadd_f32(_t_00, _tmp024a); _output_0 = vmla_lane_f32(_output_0, _tmp024c, vget_high_f32(_coeff), 1); _output_0 = vadd_f32(_output_0, _tmp024b); _output_0 = vadd_f32(_output_0, _bias0); float32x2_t _output_2 = vmla_lane_f32(_tmp024a, _tmp024b, vget_low_f32(_coeff), 0); _output_2 = vmla_lane_f32(_output_2, _tmp024c, vget_low_f32(_coeff), 1); _output_2 = vadd_f32(_output_2, _bias0); float32x2_t _output_4 = vmla_lane_f32(_tmp024a, _tmp024b, vget_high_f32(_coeff), 0); _output_4 = vadd_f32(_output_4, _tmp024c); _output_4 = vadd_f32(_output_4, _tmp024c); _output_4 = vadd_f32(_output_4, _bias0); output0[0] = vget_lane_f32(_output_0, 0); output1[0] = vget_lane_f32(_output_0, 1); output0[2] = vget_lane_f32(_output_2, 0); output1[2] = vget_lane_f32(_output_2, 1); output0[4] = vget_lane_f32(_output_4, 0); output1[4] = vget_lane_f32(_output_4, 1); float32x2_t _output_1 = vmla_lane_f32(_tmp135a, _tmp135c, vget_high_f32(_coeff), 0); _output_1 = vadd_f32(_output_1, _tmp135b); _output_1 = vadd_f32(_output_1, _tmp135b); _output_1 = vadd_f32(_output_1, _bias0); float32x2_t _output_3 = vmla_lane_f32(_tmp135a, _tmp135b, vget_low_f32(_coeff), 1); _output_3 = vmla_lane_f32(_output_3, _tmp135c, vget_low_f32(_coeff), 0); _output_3 = vadd_f32(_output_3, _bias0); float32x2_t _output_5 = vadd_f32(_t_77, _tmp135a); _output_5 = vmla_lane_f32(_output_5, _tmp135b, vget_high_f32(_coeff), 1); _output_5 = vadd_f32(_output_5, _tmp135c); _output_5 = vadd_f32(_output_5, _bias0); output0[1] = vget_lane_f32(_output_1, 0); output1[1] = vget_lane_f32(_output_1, 1); output0[3] = vget_lane_f32(_output_3, 0); output1[3] = vget_lane_f32(_output_3, 1); output0[5] = vget_lane_f32(_output_5, 0); output1[5] = vget_lane_f32(_output_5, 1); t0 += 8*2; t1 += 8*2; output0 += outw*2; output1 += outw*2; } #else // __aarch64__ float* t0 = tmp[0]; float* t1 = tmp[1]; int step = out0_tm.w * tiles * 2*4 *4; asm volatile( // loop0 "vld1.f32 {d16-d17}, [%2], %21 \n" "vld1.f32 {d18-d19}, [%3], %21 \n" "vld1.f32 {d20-d21}, [%4], %21 \n" "vld1.f32 {d22-d23}, [%5], %21 \n" "vld1.f32 {d24-d25}, [%6], %21 \n" "vld1.f32 {d26-d27}, [%7], %21 \n" "vld1.f32 {d28-d29}, [%8], %21 \n" "vld1.f32 {d30-d31}, [%9], %21 \n" "vtrn.32 q8, q10 \n" "vtrn.32 q9, q11 \n" "vtrn.32 q12, q14 \n" "vtrn.32 q13, q15 \n" "vswp d17, d24 \n" "vswp d19, d26 \n" "vswp d21, d28 \n"// q8 = 00 q9 = 44 q10 = 11 q11 = 55 "vswp d23, d30 \n"// q12 = 22 q13 = 66 q14 = 33 q15 = 77 "vadd.f32 q2, q10, q12 \n" "vsub.f32 q3, q10, q12 \n" "vadd.f32 q4, q14, q9 \n" "vsub.f32 q5, q14, q9 \n" "vadd.f32 q6, q11, q13 \n" "vsub.f32 q7, q11, q13 \n"// spare q9 q10 q11 q12 q13 q14 "vmov q9, q3 \n" "vadd.f32 q8, q8, q2 \n" "vmla.f32 q9, q7, %f20[0] \n" "vmov q12, q2 \n" "vmov q10, q2 \n" "vmov q11, q3 \n" "vmla.f32 q12, q4, %f20[0] \n" "vadd.f32 q15, q15, q3 \n" "vmla.f32 q8, q6, %f20[1] \n" "vadd.f32 q9, q9, q5 \n" "vmla.f32 q10, q4, %e20[0] \n" "vmla.f32 q11, q5, %e20[1] \n" "vadd.f32 q12, q12, q6 \n" "vmla.f32 q15, q5, %f20[1] \n" "vadd.f32 q8, q8, q4 \n" "vadd.f32 q9, q9, q5 \n" "vmla.f32 q10, q6, %e20[1] \n" "vmla.f32 q11, q7, %e20[0] \n" "vadd.f32 q12, q12, q6 \n" "vadd.f32 q15, q15, q7 \n" "vst1.f32 {d16-d17}, [%0] \n" "add %0, %0, #64 \n" "vst1.f32 {d18-d19}, [%1] \n" "add %1, %1, #64 \n" "vst1.f32 {d20-d21}, [%0] \n" "add %0, %0, #64 \n" "vst1.f32 {d22-d23}, [%1] \n" "add %1, %1, #64 \n" "vst1.f32 {d24-d25}, [%0] \n" "sub %0, %0, #112 \n" "vst1.f32 {d30-d31}, [%1] \n" "sub %1, %1, #112 \n" // loop1 "vld1.f32 {d16-d17}, [%2] \n" "vld1.f32 {d18-d19}, [%3] \n" "vld1.f32 {d20-d21}, [%4] \n" "vld1.f32 {d22-d23}, [%5] \n" "vld1.f32 {d24-d25}, [%6] \n" "vld1.f32 {d26-d27}, [%7] \n" "vld1.f32 {d28-d29}, [%8] \n" "vld1.f32 {d30-d31}, [%9] \n" "vtrn.32 q8, q10 \n" "vtrn.32 q9, q11 \n" "vtrn.32 q12, q14 \n" "vtrn.32 q13, q15 \n" "vswp d17, d24 \n" "vswp d19, d26 \n" "vswp d21, d28 \n"// q8 = 00 q9 = 44 q10 = 11 q11 = 55 "vswp d23, d30 \n"// q12 = 22 q13 = 66 q14 = 33 q15 = 77 "vadd.f32 q2, q10, q12 \n" "vsub.f32 q3, q10, q12 \n" "vadd.f32 q4, q14, q9 \n" "vsub.f32 q5, q14, q9 \n" "vadd.f32 q6, q11, q13 \n" "vsub.f32 q7, q11, q13 \n"// spare q9 q10 q11 q12 q13 q14 "vmov q9, q3 \n" "vadd.f32 q8, q8, q2 \n" "vmla.f32 q9, q7, %f20[0] \n" "vmov q12, q2 \n" "vmov q10, q2 \n" "vmov q11, q3 \n" "vmla.f32 q12, q4, %f20[0] \n" "vadd.f32 q15, q15, q3 \n" "vmla.f32 q8, q6, %f20[1] \n" "vadd.f32 q9, q9, q5 \n" "vmla.f32 q10, q4, %e20[0] \n" "vmla.f32 q11, q5, %e20[1] \n" "vadd.f32 q12, q12, q6 \n" "vmla.f32 q15, q5, %f20[1] \n" "vadd.f32 q8, q8, q4 \n" "vadd.f32 q9, q9, q5 \n" "vmla.f32 q10, q6, %e20[1] \n" "vmla.f32 q11, q7, %e20[0] \n" "vadd.f32 q12, q12, q6 \n" "vadd.f32 q15, q15, q7 \n" "vst1.f32 {d16-d17}, [%0] \n" "add %0, %0, #64 \n" "vst1.f32 {d18-d19}, [%1] \n" "add %1, %1, #64 \n" "vst1.f32 {d20-d21}, [%0] \n" "add %0, %0, #64 \n" "vst1.f32 {d22-d23}, [%1] \n" "add %1, %1, #64 \n" "vst1.f32 {d24-d25}, [%0] \n" "vst1.f32 {d30-d31}, [%1] \n" : "=r"(t0), // %0 "=r"(t1), // %1 "=r"(output0_tm0_0), // %2 "=r"(output0_tm0_4), // %3 "=r"(output0_tm1_0), // %4 "=r"(output0_tm1_4), // %5 "=r"(output0_tm2_0), // %6 "=r"(output0_tm2_4), // %7 "=r"(output0_tm3_0), // %8 "=r"(output0_tm3_4) // %9 : "0"(t0), "1"(t1), "2"(output0_tm0_0), "3"(output0_tm0_4), "4"(output0_tm1_0), "5"(output0_tm1_4), "6"(output0_tm2_0), "7"(output0_tm2_4), "8"(output0_tm3_0), "9"(output0_tm3_4), "w"(_coeff), // %20 "r"(step) // %21 : "memory", "q2", "q3", "q4", "q5", "q6", "q7", "q8", "q9", "q10", "q11", "q12", "q13", "q14", "q15" ); t0 = tmp[0]; t1 = tmp[1]; float* output0 = out0.row(i * 6) + j * 6; float* output1 = output0 + outw; int stepw = outw*2 * 4; asm volatile( // loop0 "vld1.f32 {d16-d19}, [%2] \n" "vld1.f32 {d20-d23}, [%3] \n" "add %2, %2, #64 \n" "add %3, %3, #64 \n" "vtrn.32 q8, q10 \n"// q8 = 0 2 q10 = 1 3 "vtrn.32 q9, q11 \n"// q9 = 4 6 q11 = 5 7 "vadd.f32 d4, d20, d17 \n" "vsub.f32 d5, d20, d17 \n" "vadd.f32 d6, d21, d18 \n" "vsub.f32 d7, d21, d18 \n" "vadd.f32 d8, d22, d19 \n" "vsub.f32 d9, d22, d19 \n"// spare d17 ~ d22 "vmov d20, d5 \n" "vmov d18, d4 \n" "vadd.f32 d16, d16, d4 \n" "vmla.f32 d20, d9, %f8[0] \n" "vmov d17, d4 \n" "vmov d21, d5 \n" "vmla.f32 d18, d6, %f8[0] \n" "vadd.f32 d22, d23, d5 \n" "vmla.f32 d16, d8, %f8[1] \n" "vadd.f32 d20, d20, d7 \n" "vmla.f32 d17, d6, %e8[0] \n" "vmla.f32 d21, d7, %e8[1] \n" "vadd.f32 d18, d18, d8 \n" "vmla.f32 d22, d7, %f8[1] \n" "vadd.f32 d16, d16, d6 \n" "vadd.f32 d20, d20, d7 \n" "vmla.f32 d17, d8, %e8[1] \n" "vmla.f32 d21, d9, %e8[0] \n" "vadd.f32 d18, d18, d8 \n" "vadd.f32 d22, d22, d9 \n" "vadd.f32 d16, d16, %P9 \n"// _bias0 "vadd.f32 d20, d20, %P9 \n"// _bias0 "vadd.f32 d17, d17, %P9 \n"// _bias0 "vadd.f32 d21, d21, %P9 \n"// _bias0 "vadd.f32 d18, d18, %P9 \n"// _bias0 "vadd.f32 d22, d22, %P9 \n"// _bias0 "vtrn.f32 q8, q10 \n" "vtrn.f32 d18, d22 \n" "vst1.f32 {d16-d18}, [%0], %10 \n" "vst1.f32 {d20-d22}, [%1], %10 \n" // loop1 "vld1.f32 {d16-d19}, [%2] \n" "vld1.f32 {d20-d23}, [%3] \n" "add %2, %2, #64 \n" "add %3, %3, #64 \n" "vtrn.32 q8, q10 \n"// q8 = 0 2 q10 = 1 3 "vtrn.32 q9, q11 \n"// q9 = 4 6 q11 = 5 7 "vadd.f32 d4, d20, d17 \n" "vsub.f32 d5, d20, d17 \n" "vadd.f32 d6, d21, d18 \n" "vsub.f32 d7, d21, d18 \n" "vadd.f32 d8, d22, d19 \n" "vsub.f32 d9, d22, d19 \n"// spare d17 ~ d22 "vmov d20, d5 \n" "vmov d18, d4 \n" "vadd.f32 d16, d16, d4 \n" "vmla.f32 d20, d9, %f8[0] \n" "vmov d17, d4 \n" "vmov d21, d5 \n" "vmla.f32 d18, d6, %f8[0] \n" "vadd.f32 d22, d23, d5 \n" "vmla.f32 d16, d8, %f8[1] \n" "vadd.f32 d20, d20, d7 \n" "vmla.f32 d17, d6, %e8[0] \n" "vmla.f32 d21, d7, %e8[1] \n" "vadd.f32 d18, d18, d8 \n" "vmla.f32 d22, d7, %f8[1] \n" "vadd.f32 d16, d16, d6 \n" "vadd.f32 d20, d20, d7 \n" "vmla.f32 d17, d8, %e8[1] \n" "vmla.f32 d21, d9, %e8[0] \n" "vadd.f32 d18, d18, d8 \n" "vadd.f32 d22, d22, d9 \n" "vadd.f32 d16, d16, %P9 \n"// _bias0 "vadd.f32 d20, d20, %P9 \n"// _bias0 "vadd.f32 d17, d17, %P9 \n"// _bias0 "vadd.f32 d21, d21, %P9 \n"// _bias0 "vadd.f32 d18, d18, %P9 \n"// _bias0 "vadd.f32 d22, d22, %P9 \n"// _bias0 "vtrn.f32 q8, q10 \n" "vtrn.f32 d18, d22 \n" "vst1.f32 {d16-d18}, [%0], %10 \n" "vst1.f32 {d20-d22}, [%1], %10 \n" // loop2 "vld1.f32 {d16-d19}, [%2] \n" "vld1.f32 {d20-d23}, [%3] \n" "add %2, %2, #64 \n" "add %3, %3, #64 \n" "vtrn.32 q8, q10 \n"// q8 = 0 2 q10 = 1 3 "vtrn.32 q9, q11 \n"// q9 = 4 6 q11 = 5 7 "vadd.f32 d4, d20, d17 \n" "vsub.f32 d5, d20, d17 \n" "vadd.f32 d6, d21, d18 \n" "vsub.f32 d7, d21, d18 \n" "vadd.f32 d8, d22, d19 \n" "vsub.f32 d9, d22, d19 \n"// spare d17 ~ d22 "vmov d20, d5 \n" "vmov d18, d4 \n" "vadd.f32 d16, d16, d4 \n" "vmla.f32 d20, d9, %f8[0] \n" "vmov d17, d4 \n" "vmov d21, d5 \n" "vmla.f32 d18, d6, %f8[0] \n" "vadd.f32 d22, d23, d5 \n" "vmla.f32 d16, d8, %f8[1] \n" "vadd.f32 d20, d20, d7 \n" "vmla.f32 d17, d6, %e8[0] \n" "vmla.f32 d21, d7, %e8[1] \n" "vadd.f32 d18, d18, d8 \n" "vmla.f32 d22, d7, %f8[1] \n" "vadd.f32 d16, d16, d6 \n" "vadd.f32 d20, d20, d7 \n" "vmla.f32 d17, d8, %e8[1] \n" "vmla.f32 d21, d9, %e8[0] \n" "vadd.f32 d18, d18, d8 \n" "vadd.f32 d22, d22, d9 \n" "vadd.f32 d16, d16, %P9 \n"// _bias0 "vadd.f32 d20, d20, %P9 \n"// _bias0 "vadd.f32 d17, d17, %P9 \n"// _bias0 "vadd.f32 d21, d21, %P9 \n"// _bias0 "vadd.f32 d18, d18, %P9 \n"// _bias0 "vadd.f32 d22, d22, %P9 \n"// _bias0 "vtrn.f32 q8, q10 \n" "vtrn.f32 d18, d22 \n" "vst1.f32 {d16-d18}, [%0], %10 \n" "vst1.f32 {d20-d22}, [%1], %10 \n" : "=r"(output0), // %0 "=r"(output1), // %1 "=r"(t0), // %2 "=r"(t1) // %3 : "0"(output0), "1"(output1), "2"(t0), "3"(t1), "w"(_coeff), // %8 "w"(_bias0), // %9 "r"(stepw) // %10 : "memory", "q2", "q3", "q4", "q5", "q6", "q7", "q8", "q9", "q10", "q11", "q12", "q13", "q14", "q15" ); #endif // __aarch64__ #else const float* output0_tm_0 = out0_tm.row(i * w_tm/8 + j); const float* output0_tm_4 = out0_tm.row(i * w_tm/8 + j + tiles); for (int m=0; m<8; m++) { float tmp024a = output0_tm_0[1] + output0_tm_0[2]; float tmp135a = output0_tm_0[1] - output0_tm_0[2]; float tmp024b = output0_tm_0[3] + output0_tm_4[0]; float tmp135b = output0_tm_0[3] - output0_tm_4[0]; float tmp024c = output0_tm_4[1] + output0_tm_4[2]; float tmp135c = output0_tm_4[1] - output0_tm_4[2]; tmp[0][m] = output0_tm_0[0] + tmp024a + tmp024b + tmp024c * 32; tmp[2][m] = tmp024a + tmp024b * 4 + tmp024c * 8; tmp[4][m] = tmp024a + tmp024b * 16 + tmp024c + tmp024c; tmp[1][m] = tmp135a + tmp135b + tmp135b + tmp135c * 16; tmp[3][m] = tmp135a + tmp135b * 8 + tmp135c * 4; tmp[5][m] = output0_tm_4[3] + tmp135a + tmp135b * 32 + tmp135c; output0_tm_0 += out0_tm.w * tiles * 2; output0_tm_4 += out0_tm.w * tiles * 2; } float* output0 = out0.row(i * 6) + j * 6; for (int m=0; m<6; m++) { const float* tmp0 = tmp[m]; float tmp024a = tmp0[1] + tmp0[2]; float tmp135a = tmp0[1] - tmp0[2]; float tmp024b = tmp0[3] + tmp0[4]; float tmp135b = tmp0[3] - tmp0[4]; float tmp024c = tmp0[5] + tmp0[6]; float tmp135c = tmp0[5] - tmp0[6]; output0[0] = bias0 + tmp0[0] + tmp024a + tmp024b + tmp024c * 32; output0[2] = bias0 + tmp024a + tmp024b * 4 + tmp024c * 8; output0[4] = bias0 + tmp024a + tmp024b * 16 + tmp024c + tmp024c; output0[1] = bias0 + tmp135a + tmp135b + tmp135b + tmp135c * 16; output0[3] = bias0 + tmp135a + tmp135b * 8 + tmp135c * 4; output0[5] = bias0 + tmp0[7] + tmp135a + tmp135b * 32 + tmp135c; output0 += outw; } #endif // __ARM_NEON } } } } // END transform output // cut result pad copy_cut_border(top_blob_bordered, top_blob, 0, top_blob_bordered.h - top_blob.h, 0, top_blob_bordered.w - top_blob.w, opt.blob_allocator, opt.num_threads); } static void conv3x3s1_winograd64_neon5(const Mat& bottom_blob, Mat& top_blob, const Mat& kernel_tm, const Mat& _bias, const Option& opt) { int w = bottom_blob.w; int h = bottom_blob.h; int inch = bottom_blob.c; int outw = top_blob.w; int outh = top_blob.h; int outch = top_blob.c; // pad to 6n+2 Mat bottom_blob_bordered = bottom_blob; outw = (outw + 5) / 6 * 6; outh = (outh + 5) / 6 * 6; w = outw + 2; h = outh + 2; copy_make_border(bottom_blob, bottom_blob_bordered, 0, h - bottom_blob.h, 0, w - bottom_blob.w, 0, 0.f, opt.workspace_allocator, opt.num_threads); const float* bias = _bias; // BEGIN transform input Mat bottom_blob_tm; { int w_tm = outw / 6 * 8; int h_tm = outh / 6 * 8; const int tiles = w_tm/8 * h_tm/8; bottom_blob_tm.create(1, 64 * tiles, inch, 4u, opt.workspace_allocator); // bottom_blob_tm.create(inch, tiles, 64); // const float itm[8][8] = { // {1.0f, 0.0f, -5.25f, 0.00f, 5.25f, 0.00f, -1.0f, 0.0f}, // // {0.0f, 1.0f, 1.00f, -4.25f, -4.25f, 1.00f, 1.0f, 0.0f}, // {0.0f, -1.0f, 1.00f, 4.25f, -4.25f, -1.00f, 1.0f, 0.0f}, // // {0.0f, 0.5f, 0.25f, -2.50f, -1.25f, 2.00f, 1.0f, 0.0f}, // {0.0f, -0.5f, 0.25f, 2.50f, -1.25f, -2.00f, 1.0f, 0.0f}, // // {0.0f, 2.0f, 4.00f, -2.50f, -5.00f, 0.50f, 1.0f, 0.0f}, // {0.0f, -2.0f, 4.00f, 2.50f, -5.00f, -0.50f, 1.0f, 0.0f}, // // {0.0f, -1.0f, 0.00f, 5.25f, 0.00f, -5.25f, 0.0f, 1.0f} // }; // 0 = r00 - r06 + (r04 - r02) * 5.25 // 7 = r07 - r01 + (r03 - r05) * 5.25 // 1 = (r02 + r06 - r04 * 4.25) + (r01 - r03 * 4.25 + r05) // 2 = (r02 + r06 - r04 * 4.25) - (r01 - r03 * 4.25 + r05) // 3 = (r06 + r02 * 0.25 - r04 * 1.25) + (r01 * 0.5 - r03 * 2.5 + r05 * 2) // 4 = (r06 + r02 * 0.25 - r04 * 1.25) - (r01 * 0.5 - r03 * 2.5 + r05 * 2) // reuse r04 * 1.25 // reuse r03 * 2.5 // 5 = (r06 + (r02 - r04 * 1.25) * 4) + (r01 * 2 - r03 * 2.5 + r05 * 0.5) // 6 = (r06 + (r02 - r04 * 1.25) * 4) - (r01 * 2 - r03 * 2.5 + r05 * 0.5) #if __ARM_NEON const float coeff[8] = { 0.25f, 0.5f, -1.25f, 2.f, -2.5f, 4.f, 4.25f, 5.25f }; float32x4_t _coeff0 = vld1q_f32(coeff); float32x4_t _coeff1 = vld1q_f32(coeff+4); #endif // __ARM_NEON #pragma omp parallel for num_threads(opt.num_threads) for (int q = 0; q<inch; q++) { const Mat img0 = bottom_blob_bordered.channel(q); Mat img0_tm = bottom_blob_tm.channel(q); float tmp[8][8]; // tile for (int i=0; i<h_tm/8; i++) { for (int j=0; j<w_tm/8; j++) { #if __ARM_NEON const float* r0 = img0.row(i * 6) + j * 6; const float* r1 = r0 + w; const float* r2 = r0 + w*2; const float* r3 = r0 + w*3; #if __aarch64__ for (int m=0; m+3<8; m+=4) { float32x4_t _r0_0123 = vld1q_f32(r0); float32x4_t _r0_4567 = vld1q_f32(r0+4); float32x4_t _r1_0123 = vld1q_f32(r1); float32x4_t _r1_4567 = vld1q_f32(r1+4); float32x4_t _r2_0123 = vld1q_f32(r2); float32x4_t _r2_4567 = vld1q_f32(r2+4); float32x4_t _r3_0123 = vld1q_f32(r3); float32x4_t _r3_4567 = vld1q_f32(r3+4); float32x4x2_t _r01_00221133 = vtrnq_f32(_r0_0123, _r1_0123); float32x4x2_t _r01_44665577 = vtrnq_f32(_r0_4567, _r1_4567); float32x4x2_t _r23_00221133 = vtrnq_f32(_r2_0123, _r3_0123); float32x4x2_t _r23_44665577 = vtrnq_f32(_r2_4567, _r3_4567); // no vswp intrinsic :( float32x4_t _r_00 = vcombine_f32(vget_low_f32(_r01_00221133.val[0]), vget_low_f32(_r23_00221133.val[0])); float32x4_t _r_11 = vcombine_f32(vget_low_f32(_r01_00221133.val[1]), vget_low_f32(_r23_00221133.val[1])); float32x4_t _r_22 = vcombine_f32(vget_high_f32(_r01_00221133.val[0]), vget_high_f32(_r23_00221133.val[0])); float32x4_t _r_33 = vcombine_f32(vget_high_f32(_r01_00221133.val[1]), vget_high_f32(_r23_00221133.val[1])); float32x4_t _r_44 = vcombine_f32(vget_low_f32(_r01_44665577.val[0]), vget_low_f32(_r23_44665577.val[0])); float32x4_t _r_55 = vcombine_f32(vget_low_f32(_r01_44665577.val[1]), vget_low_f32(_r23_44665577.val[1])); float32x4_t _r_66 = vcombine_f32(vget_high_f32(_r01_44665577.val[0]), vget_high_f32(_r23_44665577.val[0])); float32x4_t _r_77 = vcombine_f32(vget_high_f32(_r01_44665577.val[1]), vget_high_f32(_r23_44665577.val[1])); float32x4_t _r_0_m_6 = vsubq_f32(_r_00, _r_66); float32x4_t _r_7_m_1 = vsubq_f32(_r_77, _r_11); float32x4_t _r_4_m_2 = vsubq_f32(_r_44, _r_22); float32x4_t _r_3_m_5 = vsubq_f32(_r_33, _r_55); float32x4_t _tmp0 = vmlaq_lane_f32(_r_0_m_6, _r_4_m_2, vget_high_f32(_coeff1), 1); float32x4_t _tmp7 = vmlaq_lane_f32(_r_7_m_1, _r_3_m_5, vget_high_f32(_coeff1), 1); vst1q_f32(&tmp[0][m], _tmp0); vst1q_f32(&tmp[7][m], _tmp7); float32x4_t _r_2_a_6 = vaddq_f32(_r_22, _r_66); float32x4_t _r_1_a_5 = vaddq_f32(_r_11, _r_55); float32x4_t _tmp12a = vmlsq_lane_f32(_r_2_a_6, _r_44, vget_high_f32(_coeff1), 0); float32x4_t _tmp12b = vmlsq_lane_f32(_r_1_a_5, _r_33, vget_high_f32(_coeff1), 0); float32x4_t _tmp1 = vaddq_f32(_tmp12a, _tmp12b); float32x4_t _tmp2 = vsubq_f32(_tmp12a, _tmp12b); vst1q_f32(&tmp[1][m], _tmp1); vst1q_f32(&tmp[2][m], _tmp2); float32x4_t _r_4_x_c = vmulq_lane_f32(_r_44, vget_high_f32(_coeff0), 0); float32x4_t _r_3_x_c = vmulq_lane_f32(_r_33, vget_low_f32(_coeff1), 0); float32x4_t _tmp34a = vaddq_f32(_r_66, _r_4_x_c); _tmp34a = vmlaq_lane_f32(_tmp34a, _r_22, vget_low_f32(_coeff0), 0); float32x4_t _tmp34b = vmlaq_lane_f32(_r_3_x_c, _r_11, vget_low_f32(_coeff0), 1); _tmp34b = vmlaq_lane_f32(_tmp34b, _r_55, vget_high_f32(_coeff0), 1); float32x4_t _tmp3 = vaddq_f32(_tmp34a, _tmp34b); float32x4_t _tmp4 = vsubq_f32(_tmp34a, _tmp34b); vst1q_f32(&tmp[3][m], _tmp3); vst1q_f32(&tmp[4][m], _tmp4); // reuse r04 * 1.25 // reuse r03 * 2.5 float32x4_t _r_2_a_4c = vaddq_f32(_r_22, _r_4_x_c); float32x4_t _tmp56a = vmlaq_lane_f32(_r_66, _r_2_a_4c, vget_low_f32(_coeff1), 1); float32x4_t _tmp56b = vmlaq_lane_f32(_r_3_x_c, _r_11, vget_high_f32(_coeff0), 1); _tmp56b = vmlaq_lane_f32(_tmp56b, _r_55, vget_low_f32(_coeff0), 1); float32x4_t _tmp5 = vaddq_f32(_tmp56a, _tmp56b); float32x4_t _tmp6 = vsubq_f32(_tmp56a, _tmp56b); vst1q_f32(&tmp[5][m], _tmp5); vst1q_f32(&tmp[6][m], _tmp6); r0 += w*4; r1 += w*4; r2 += w*4; r3 += w*4; } const float* t0 = tmp[0]; const float* t1 = tmp[1]; const float* t2 = tmp[2]; const float* t3 = tmp[3]; float* r0_tm0 = img0_tm.row(i * w_tm/8 + j); float* r0_tm1 = img0_tm.row(i * w_tm/8 + j + tiles*8); float* r0_tm2 = img0_tm.row(i * w_tm/8 + j + tiles*16); float* r0_tm3 = img0_tm.row(i * w_tm/8 + j + tiles*24); for (int m=0; m+3<8; m+=4) { float32x4_t _t0_0123 = vld1q_f32(t0); float32x4_t _t0_4567 = vld1q_f32(t0+4); float32x4_t _t1_0123 = vld1q_f32(t1); float32x4_t _t1_4567 = vld1q_f32(t1+4); float32x4_t _t2_0123 = vld1q_f32(t2); float32x4_t _t2_4567 = vld1q_f32(t2+4); float32x4_t _t3_0123 = vld1q_f32(t3); float32x4_t _t3_4567 = vld1q_f32(t3+4); float32x4x2_t _t01_00221133 = vtrnq_f32(_t0_0123, _t1_0123); float32x4x2_t _t01_44665577 = vtrnq_f32(_t0_4567, _t1_4567); float32x4x2_t _t23_00221133 = vtrnq_f32(_t2_0123, _t3_0123); float32x4x2_t _t23_44665577 = vtrnq_f32(_t2_4567, _t3_4567); // no vswp intrinsic :( float32x4_t _t_00 = vcombine_f32(vget_low_f32(_t01_00221133.val[0]), vget_low_f32(_t23_00221133.val[0])); float32x4_t _t_11 = vcombine_f32(vget_low_f32(_t01_00221133.val[1]), vget_low_f32(_t23_00221133.val[1])); float32x4_t _t_22 = vcombine_f32(vget_high_f32(_t01_00221133.val[0]), vget_high_f32(_t23_00221133.val[0])); float32x4_t _t_33 = vcombine_f32(vget_high_f32(_t01_00221133.val[1]), vget_high_f32(_t23_00221133.val[1])); float32x4_t _t_44 = vcombine_f32(vget_low_f32(_t01_44665577.val[0]), vget_low_f32(_t23_44665577.val[0])); float32x4_t _t_55 = vcombine_f32(vget_low_f32(_t01_44665577.val[1]), vget_low_f32(_t23_44665577.val[1])); float32x4_t _t_66 = vcombine_f32(vget_high_f32(_t01_44665577.val[0]), vget_high_f32(_t23_44665577.val[0])); float32x4_t _t_77 = vcombine_f32(vget_high_f32(_t01_44665577.val[1]), vget_high_f32(_t23_44665577.val[1])); float32x4_t _t_0_m_6 = vsubq_f32(_t_00, _t_66); float32x4_t _t_7_m_1 = vsubq_f32(_t_77, _t_11); float32x4_t _t_4_m_2 = vsubq_f32(_t_44, _t_22); float32x4_t _t_3_m_5 = vsubq_f32(_t_33, _t_55); float32x4_t _r0_tm_0_0 = vmlaq_lane_f32(_t_0_m_6, _t_4_m_2, vget_high_f32(_coeff1), 1); float32x4_t _r0_tm_4_3 = vmlaq_lane_f32(_t_7_m_1, _t_3_m_5, vget_high_f32(_coeff1), 1); r0_tm0[0] = vgetq_lane_f32(_r0_tm_0_0, 0); r0_tm1[0] = vgetq_lane_f32(_r0_tm_0_0, 1); r0_tm2[0] = vgetq_lane_f32(_r0_tm_0_0, 2); r0_tm3[0] = vgetq_lane_f32(_r0_tm_0_0, 3); r0_tm0 += img0_tm.w*tiles; r0_tm1 += img0_tm.w*tiles; r0_tm2 += img0_tm.w*tiles; r0_tm3 += img0_tm.w*tiles; float32x4_t _t_2_m_6 = vaddq_f32(_t_22, _t_66); float32x4_t _t_1_m_5 = vaddq_f32(_t_11, _t_55); float32x4_t _tmp12a = vmlsq_lane_f32(_t_2_m_6, _t_44, vget_high_f32(_coeff1), 0); float32x4_t _tmp12b = vmlsq_lane_f32(_t_1_m_5, _t_33, vget_high_f32(_coeff1), 0); float32x4_t _r0_tm_0_1 = vaddq_f32(_tmp12a, _tmp12b); float32x4_t _r0_tm_0_2 = vsubq_f32(_tmp12a, _tmp12b); r0_tm0[0] = vgetq_lane_f32(_r0_tm_0_1, 0); r0_tm1[0] = vgetq_lane_f32(_r0_tm_0_1, 1); r0_tm2[0] = vgetq_lane_f32(_r0_tm_0_1, 2); r0_tm3[0] = vgetq_lane_f32(_r0_tm_0_1, 3); r0_tm0 += img0_tm.w*tiles; r0_tm1 += img0_tm.w*tiles; r0_tm2 += img0_tm.w*tiles; r0_tm3 += img0_tm.w*tiles; r0_tm0[0] = vgetq_lane_f32(_r0_tm_0_2, 0); r0_tm1[0] = vgetq_lane_f32(_r0_tm_0_2, 1); r0_tm2[0] = vgetq_lane_f32(_r0_tm_0_2, 2); r0_tm3[0] = vgetq_lane_f32(_r0_tm_0_2, 3); r0_tm0 += img0_tm.w*tiles; r0_tm1 += img0_tm.w*tiles; r0_tm2 += img0_tm.w*tiles; r0_tm3 += img0_tm.w*tiles; float32x4_t _t_4_x_c = vmulq_lane_f32(_t_44, vget_high_f32(_coeff0), 0); float32x4_t _t_3_x_c = vmulq_lane_f32(_t_33, vget_low_f32(_coeff1), 0); float32x4_t _tmp34a = vaddq_f32(_t_66, _t_4_x_c); _tmp34a = vmlaq_lane_f32(_tmp34a, _t_22, vget_low_f32(_coeff0), 0); float32x4_t _tmp34b = vmlaq_lane_f32(_t_3_x_c, _t_11, vget_low_f32(_coeff0), 1); _tmp34b = vmlaq_lane_f32(_tmp34b, _t_55, vget_high_f32(_coeff0), 1); float32x4_t _r0_tm_0_3 = vaddq_f32(_tmp34a, _tmp34b); float32x4_t _r0_tm_4_0 = vsubq_f32(_tmp34a, _tmp34b); r0_tm0[0] = vgetq_lane_f32(_r0_tm_0_3, 0); r0_tm1[0] = vgetq_lane_f32(_r0_tm_0_3, 1); r0_tm2[0] = vgetq_lane_f32(_r0_tm_0_3, 2); r0_tm3[0] = vgetq_lane_f32(_r0_tm_0_3, 3); r0_tm0 += img0_tm.w*tiles; r0_tm1 += img0_tm.w*tiles; r0_tm2 += img0_tm.w*tiles; r0_tm3 += img0_tm.w*tiles; r0_tm0[0] = vgetq_lane_f32(_r0_tm_4_0, 0); r0_tm1[0] = vgetq_lane_f32(_r0_tm_4_0, 1); r0_tm2[0] = vgetq_lane_f32(_r0_tm_4_0, 2); r0_tm3[0] = vgetq_lane_f32(_r0_tm_4_0, 3); r0_tm0 += img0_tm.w*tiles; r0_tm1 += img0_tm.w*tiles; r0_tm2 += img0_tm.w*tiles; r0_tm3 += img0_tm.w*tiles; float32x4_t _t_2_a_4c = vaddq_f32(_t_22, _t_4_x_c); float32x4_t _tmp56a = vmlaq_lane_f32(_t_66, _t_2_a_4c, vget_low_f32(_coeff1), 1); float32x4_t _tmp56b = vmlaq_lane_f32(_t_3_x_c, _t_11, vget_high_f32(_coeff0), 1); _tmp56b = vmlaq_lane_f32(_tmp56b, _t_55, vget_low_f32(_coeff0), 1); float32x4_t _r0_tm_4_1 = vaddq_f32(_tmp56a, _tmp56b); float32x4_t _r0_tm_4_2 = vsubq_f32(_tmp56a, _tmp56b); r0_tm0[0] = vgetq_lane_f32(_r0_tm_4_1, 0); r0_tm1[0] = vgetq_lane_f32(_r0_tm_4_1, 1); r0_tm2[0] = vgetq_lane_f32(_r0_tm_4_1, 2); r0_tm3[0] = vgetq_lane_f32(_r0_tm_4_1, 3); r0_tm0 += img0_tm.w*tiles; r0_tm1 += img0_tm.w*tiles; r0_tm2 += img0_tm.w*tiles; r0_tm3 += img0_tm.w*tiles; r0_tm0[0] = vgetq_lane_f32(_r0_tm_4_2, 0); r0_tm1[0] = vgetq_lane_f32(_r0_tm_4_2, 1); r0_tm2[0] = vgetq_lane_f32(_r0_tm_4_2, 2); r0_tm3[0] = vgetq_lane_f32(_r0_tm_4_2, 3); r0_tm0 += img0_tm.w*tiles; r0_tm1 += img0_tm.w*tiles; r0_tm2 += img0_tm.w*tiles; r0_tm3 += img0_tm.w*tiles; r0_tm0[0] = vgetq_lane_f32(_r0_tm_4_3, 0); r0_tm1[0] = vgetq_lane_f32(_r0_tm_4_3, 1); r0_tm2[0] = vgetq_lane_f32(_r0_tm_4_3, 2); r0_tm3[0] = vgetq_lane_f32(_r0_tm_4_3, 3); t0 += 8*4; t1 += 8*4; t2 += 8*4; t3 += 8*4; r0_tm0 += img0_tm.w*tiles*25; r0_tm1 += img0_tm.w*tiles*25; r0_tm2 += img0_tm.w*tiles*25; r0_tm3 += img0_tm.w*tiles*25; } #else // __aarch64__ float* t0 = tmp[0]; float* t1 = tmp[1]; float* t2 = tmp[2]; float* t3 = tmp[3]; float* t4 = tmp[4]; float* t5 = tmp[5]; float* t6 = tmp[6]; float* t7 = tmp[7]; int stepw = w*4*4; asm volatile( // loop0 "vld1.f32 {d16-d19}, [%8], %26 \n" "vld1.f32 {d20-d23}, [%9], %26 \n" "vld1.f32 {d24-d27}, [%10], %26 \n" "vtrn.32 q8, q10 \n" "vld1.f32 {d28-d31}, [%11], %26 \n" "vtrn.32 q9, q11 \n" "vtrn.32 q12, q14 \n" "vtrn.32 q13, q15 \n" "vswp d17, d24 \n" "vswp d19, d26 \n" "vswp d21, d28 \n"// q8 = 00 q9 = 44 q10 = 11 q11 = 55 "vswp d23, d30 \n"// q12 = 22 q13 = 66 q14 = 33 q15 = 77 "vsub.f32 q2, q8, q13 \n" "vsub.f32 q3, q9, q12 \n" "vadd.f32 q4, q12, q13 \n" "vadd.f32 q5, q10, q11 \n" "vmla.f32 q2, q3, %f25[1] \n" "vmul.f32 q7, q14, %e25[0] \n"// q7 = _r_3_x_c "vmul.f32 q6, q9, %f24[0] \n"// q6 = _r_4_x_c "vmls.f32 q4, q9, %f25[0] \n" "vmls.f32 q5, q14, %f25[0] \n" "vst1.f32 {d4-d5}, [%0]! \n"// tmp[0][m] "vmov q3, q7 \n"// use q7 "vadd.f32 q2, q13, q6 \n"// use q6 "vmla.f32 q3, q10, %e24[1] \n" "vadd.f32 q8, q4, q5 \n" "vsub.f32 q9, q4, q5 \n" "vmov q5, q7 \n"// use q7 "vadd.f32 q6, q12, q6 \n"// use q6 "vmla.f32 q5, q10, %f24[1] \n" "vmov q4, q13 \n" "vmla.f32 q2, q12, %e24[0] \n" "vmla.f32 q3, q11, %f24[1] \n" "vst1.f32 {d16-d17}, [%1]! \n"// tmp[1][m] "vmla.f32 q4, q6, %e25[1] \n" "vmla.f32 q5, q11, %e24[1] \n" "vst1.f32 {d18-d19}, [%2]! \n"// tmp[2][m] "vadd.f32 q8, q2, q3 \n" "vsub.f32 q9, q2, q3 \n" "vsub.f32 q6, q15, q10 \n" "vsub.f32 q7, q14, q11 \n" "vadd.f32 q2, q4, q5 \n" "vsub.f32 q3, q4, q5 \n" "vst1.f32 {d16-d17}, [%3]! \n"// tmp[3][m] "vst1.f32 {d18-d19}, [%4]! \n"// tmp[4][m] "vmla.f32 q6, q7, %f25[1] \n" "vst1.f32 {d4-d5}, [%5]! \n"// tmp[5][m] "vst1.f32 {d6-d7}, [%6]! \n"// tmp[6][m] "vst1.f32 {d12-d13}, [%7]! \n"// tmp[7][m] // loop1 "vld1.f32 {d16-d19}, [%8] \n" "vld1.f32 {d20-d23}, [%9] \n" "vld1.f32 {d24-d27}, [%10] \n" "vtrn.32 q8, q10 \n" "vld1.f32 {d28-d31}, [%11] \n" "vtrn.32 q9, q11 \n" "vtrn.32 q12, q14 \n" "vtrn.32 q13, q15 \n" "vswp d17, d24 \n" "vswp d19, d26 \n" "vswp d21, d28 \n"// q8 = 00 q9 = 44 q10 = 11 q11 = 55 "vswp d23, d30 \n"// q12 = 22 q13 = 66 q14 = 33 q15 = 77 "vsub.f32 q2, q8, q13 \n" "vsub.f32 q3, q9, q12 \n" "vadd.f32 q4, q12, q13 \n" "vadd.f32 q5, q10, q11 \n" "vmla.f32 q2, q3, %f25[1] \n" "vmul.f32 q7, q14, %e25[0] \n"// q7 = _r_3_x_c "vmul.f32 q6, q9, %f24[0] \n"// q6 = _r_4_x_c "vmls.f32 q4, q9, %f25[0] \n" "vmls.f32 q5, q14, %f25[0] \n" "vst1.f32 {d4-d5}, [%0]! \n"// tmp[0][m] "vmov q3, q7 \n"// use q7 "vadd.f32 q2, q13, q6 \n"// use q6 "vmla.f32 q3, q10, %e24[1] \n" "vadd.f32 q8, q4, q5 \n" "vsub.f32 q9, q4, q5 \n" "vmov q5, q7 \n"// use q7 "vadd.f32 q6, q12, q6 \n"// use q6 "vmla.f32 q5, q10, %f24[1] \n" "vmov q4, q13 \n" "vmla.f32 q2, q12, %e24[0] \n" "vmla.f32 q3, q11, %f24[1] \n" "vst1.f32 {d16-d17}, [%1]! \n"// tmp[1][m] "vmla.f32 q4, q6, %e25[1] \n" "vmla.f32 q5, q11, %e24[1] \n" "vst1.f32 {d18-d19}, [%2]! \n"// tmp[2][m] "vadd.f32 q8, q2, q3 \n" "vsub.f32 q9, q2, q3 \n" "vsub.f32 q6, q15, q10 \n" "vsub.f32 q7, q14, q11 \n" "vadd.f32 q2, q4, q5 \n" "vsub.f32 q3, q4, q5 \n" "vst1.f32 {d16-d17}, [%3]! \n"// tmp[3][m] "vst1.f32 {d18-d19}, [%4]! \n"// tmp[4][m] "vmla.f32 q6, q7, %f25[1] \n" "vst1.f32 {d4-d5}, [%5]! \n"// tmp[5][m] "vst1.f32 {d6-d7}, [%6]! \n"// tmp[6][m] "vst1.f32 {d12-d13}, [%7]! \n"// tmp[7][m] : "=r"(t0), // %0 "=r"(t1), // %1 "=r"(t2), // %2 "=r"(t3), // %3 "=r"(t4), // %4 "=r"(t5), // %5 "=r"(t6), // %6 "=r"(t7), // %7 "=r"(r0), // %8 "=r"(r1), // %9 "=r"(r2), // %10 "=r"(r3) // %11 : "0"(t0), "1"(t1), "2"(t2), "3"(t3), "4"(t4), "5"(t5), "6"(t6), "7"(t7), "8"(r0), "9"(r1), "10"(r2), "11"(r3), "w"(_coeff0), // %24 "w"(_coeff1), // %25 "r"(stepw) // %26 : "memory", "q2", "q3", "q4", "q5", "q6", "q7", "q8", "q9", "q10", "q11", "q12", "q13", "q14", "q15" ); t0 = tmp[0]; t1 = tmp[1]; t2 = tmp[2]; t3 = tmp[3]; float* r0_tm0_0 = img0_tm.row(i * w_tm/8 + j); float* r0_tm1_0 = img0_tm.row(i * w_tm/8 + j + tiles*8); float* r0_tm2_0 = img0_tm.row(i * w_tm/8 + j + tiles*16); float* r0_tm3_0 = img0_tm.row(i * w_tm/8 + j + tiles*24); float* r0_tm0_4 = img0_tm.row(i * w_tm/8 + j + tiles*32); float* r0_tm1_4 = img0_tm.row(i * w_tm/8 + j + tiles*40); float* r0_tm2_4 = img0_tm.row(i * w_tm/8 + j + tiles*48); float* r0_tm3_4 = img0_tm.row(i * w_tm/8 + j + tiles*56); int step = img0_tm.w*tiles*4; asm volatile( // loop0 "vld1.f32 {d16-d19}, [%8] \n" "add %8, %8, #128 \n" "vld1.f32 {d20-d23}, [%9] \n" "add %9, %9, #128 \n" "vld1.f32 {d24-d27}, [%10] \n" "add %10, %10, #128 \n" "vtrn.32 q8, q10 \n" "vld1.f32 {d28-d31}, [%11] \n" "add %11, %11, #128 \n" "vtrn.32 q9, q11 \n" "vtrn.32 q12, q14 \n" "vtrn.32 q13, q15 \n" "vswp d17, d24 \n" "vswp d19, d26 \n" "vswp d21, d28 \n"// q8 = 00 q9 = 44 q10 = 11 q11 = 55 "vswp d23, d30 \n"// q12 = 22 q13 = 66 q14 = 33 q15 = 77 "vsub.f32 q2, q8, q13 \n" "vsub.f32 q3, q9, q12 \n" "vadd.f32 q4, q12, q13 \n" "vadd.f32 q5, q10, q11 \n" "vmla.f32 q2, q3, %f25[1] \n" "vmul.f32 q7, q14, %e25[0] \n"// q7 = _r_3_x_c "vmul.f32 q6, q9, %f24[0] \n"// q6 = _r_4_x_c "vmls.f32 q4, q9, %f25[0] \n" "vmls.f32 q5, q14, %f25[0] \n" "vst1.f32 {d4[0]}, [%0], %26 \n" "vst1.f32 {d4[1]}, [%1], %26 \n" "vmov q3, q7 \n"// use q7 "vst1.f32 {d5[0]}, [%2], %26 \n" "vst1.f32 {d5[1]}, [%3], %26 \n" "vadd.f32 q2, q13, q6 \n"// use q6 "vmla.f32 q3, q10, %e24[1] \n" "vadd.f32 q8, q4, q5 \n" "vsub.f32 q9, q4, q5 \n" "vmov q5, q7 \n"// use q7 "vadd.f32 q6, q12, q6 \n"// use q6 "vmla.f32 q5, q10, %f24[1] \n" "vmov q4, q13 \n" "vmla.f32 q2, q12, %e24[0] \n" "vmla.f32 q3, q11, %f24[1] \n" "vst1.f32 {d16[0]}, [%0], %26 \n" "vst1.f32 {d16[1]}, [%1], %26 \n" "vmla.f32 q4, q6, %e25[1] \n" "vst1.f32 {d17[0]}, [%2], %26 \n" "vst1.f32 {d17[1]}, [%3], %26 \n" "vmla.f32 q5, q11, %e24[1] \n" "vst1.f32 {d18[0]}, [%0], %26 \n" "vst1.f32 {d18[1]}, [%1], %26 \n" "vadd.f32 q8, q2, q3 \n" "vst1.f32 {d19[0]}, [%2], %26 \n" "vst1.f32 {d19[1]}, [%3], %26 \n" "vsub.f32 q9, q2, q3 \n" "vsub.f32 q6, q15, q10 \n" "vsub.f32 q7, q14, q11 \n" "vst1.f32 {d16[0]}, [%0], %26 \n" "vst1.f32 {d16[1]}, [%1], %26 \n" "vst1.f32 {d17[0]}, [%2], %26 \n" "vst1.f32 {d17[1]}, [%3], %26 \n" "vadd.f32 q2, q4, q5 \n" "vst1.f32 {d18[0]}, [%0], %26 \n" "vst1.f32 {d18[1]}, [%1], %26 \n" "vst1.f32 {d19[0]}, [%2], %26 \n" "vst1.f32 {d19[1]}, [%3], %26 \n" "vsub.f32 q3, q4, q5 \n" "vst1.f32 {d4[0]}, [%0], %26 \n" "vst1.f32 {d4[1]}, [%1], %26 \n" "vst1.f32 {d5[0]}, [%2], %26 \n" "vst1.f32 {d5[1]}, [%3], %26 \n" "vmla.f32 q6, q7, %f25[1] \n" "vst1.f32 {d6[0]}, [%0], %26 \n" "vst1.f32 {d6[1]}, [%1], %26 \n" "vst1.f32 {d7[0]}, [%2], %26 \n" "vst1.f32 {d7[1]}, [%3], %26 \n" "vst1.f32 {d12[0]}, [%0] \n" "vst1.f32 {d12[1]}, [%1] \n" "vst1.f32 {d13[0]}, [%2] \n" "vst1.f32 {d13[1]}, [%3] \n" // loop1 "vld1.f32 {d16-d19}, [%8] \n" "vld1.f32 {d20-d23}, [%9] \n" "vld1.f32 {d24-d27}, [%10] \n" "vtrn.32 q8, q10 \n" "vld1.f32 {d28-d31}, [%11] \n" "vtrn.32 q9, q11 \n" "vtrn.32 q12, q14 \n" "vtrn.32 q13, q15 \n" "vswp d17, d24 \n" "vswp d19, d26 \n" "vswp d21, d28 \n"// q8 = 00 q9 = 44 q10 = 11 q11 = 55 "vswp d23, d30 \n"// q12 = 22 q13 = 66 q14 = 33 q15 = 77 "vsub.f32 q2, q8, q13 \n" "vsub.f32 q3, q9, q12 \n" "vadd.f32 q4, q12, q13 \n" "vadd.f32 q5, q10, q11 \n" "vmla.f32 q2, q3, %f25[1] \n" "vmul.f32 q7, q14, %e25[0] \n"// q7 = _r_3_x_c "vmul.f32 q6, q9, %f24[0] \n"// q6 = _r_4_x_c "vmls.f32 q4, q9, %f25[0] \n" "vmls.f32 q5, q14, %f25[0] \n" "vst1.f32 {d4[0]}, [%4], %26 \n" "vst1.f32 {d4[1]}, [%5], %26 \n" "vmov q3, q7 \n"// use q7 "vst1.f32 {d5[0]}, [%6], %26 \n" "vst1.f32 {d5[1]}, [%7], %26 \n" "vadd.f32 q2, q13, q6 \n"// use q6 "vmla.f32 q3, q10, %e24[1] \n" "vadd.f32 q8, q4, q5 \n" "vsub.f32 q9, q4, q5 \n" "vmov q5, q7 \n"// use q7 "vadd.f32 q6, q12, q6 \n"// use q6 "vmla.f32 q5, q10, %f24[1] \n" "vmov q4, q13 \n" "vmla.f32 q2, q12, %e24[0] \n" "vmla.f32 q3, q11, %f24[1] \n" "vst1.f32 {d16[0]}, [%4], %26 \n" "vst1.f32 {d16[1]}, [%5], %26 \n" "vmla.f32 q4, q6, %e25[1] \n" "vst1.f32 {d17[0]}, [%6], %26 \n" "vst1.f32 {d17[1]}, [%7], %26 \n" "vmla.f32 q5, q11, %e24[1] \n" "vst1.f32 {d18[0]}, [%4], %26 \n" "vst1.f32 {d18[1]}, [%5], %26 \n" "vadd.f32 q8, q2, q3 \n" "vst1.f32 {d19[0]}, [%6], %26 \n" "vst1.f32 {d19[1]}, [%7], %26 \n" "vsub.f32 q9, q2, q3 \n" "vsub.f32 q6, q15, q10 \n" "vsub.f32 q7, q14, q11 \n" "vst1.f32 {d16[0]}, [%4], %26 \n" "vst1.f32 {d16[1]}, [%5], %26 \n" "vst1.f32 {d17[0]}, [%6], %26 \n" "vst1.f32 {d17[1]}, [%7], %26 \n" "vadd.f32 q2, q4, q5 \n" "vst1.f32 {d18[0]}, [%4], %26 \n" "vst1.f32 {d18[1]}, [%5], %26 \n" "vst1.f32 {d19[0]}, [%6], %26 \n" "vst1.f32 {d19[1]}, [%7], %26 \n" "vsub.f32 q3, q4, q5 \n" "vst1.f32 {d4[0]}, [%4], %26 \n" "vst1.f32 {d4[1]}, [%5], %26 \n" "vst1.f32 {d5[0]}, [%6], %26 \n" "vst1.f32 {d5[1]}, [%7], %26 \n" "vmla.f32 q6, q7, %f25[1] \n" "vst1.f32 {d6[0]}, [%4], %26 \n" "vst1.f32 {d6[1]}, [%5], %26 \n" "vst1.f32 {d7[0]}, [%6], %26 \n" "vst1.f32 {d7[1]}, [%7], %26 \n" "vst1.f32 {d12[0]}, [%4] \n" "vst1.f32 {d12[1]}, [%5] \n" "vst1.f32 {d13[0]}, [%6] \n" "vst1.f32 {d13[1]}, [%7] \n" : "=r"(r0_tm0_0), // %0 "=r"(r0_tm1_0), // %1 "=r"(r0_tm2_0), // %2 "=r"(r0_tm3_0), // %3 "=r"(r0_tm0_4), // %4 "=r"(r0_tm1_4), // %5 "=r"(r0_tm2_4), // %6 "=r"(r0_tm3_4), // %7 "=r"(t0), // %8 "=r"(t1), // %9 "=r"(t2), // %10 "=r"(t3) // %11 : "0"(r0_tm0_0), "1"(r0_tm1_0), "2"(r0_tm2_0), "3"(r0_tm3_0), "4"(r0_tm0_4), "5"(r0_tm1_4), "6"(r0_tm2_4), "7"(r0_tm3_4), "8"(t0), "9"(t1), "10"(t2), "11"(t3), "w"(_coeff0), // %24 "w"(_coeff1), // %25 "r"(step) // %26 : "memory", "q2", "q3", "q4", "q5", "q6", "q7", "q8", "q9", "q10", "q11", "q12", "q13", "q14", "q15" ); #endif // __aarch64__ #else const float* r0 = img0.row(i * 6) + j * 6; for (int m=0; m<8; m++) { tmp[0][m] = r0[0] - r0[6] + (r0[4] - r0[2]) * 5.25f; tmp[7][m] = r0[7] - r0[1] + (r0[3] - r0[5]) * 5.25f; float tmp12a = (r0[2] + r0[6] - r0[4] * 4.25f); float tmp12b = (r0[1] + r0[5] - r0[3] * 4.25f); tmp[1][m] = tmp12a + tmp12b; tmp[2][m] = tmp12a - tmp12b; float tmp34a = (r0[6] + r0[2] * 0.25f - r0[4] * 1.25f); float tmp34b = (r0[1] * 0.5f - r0[3] * 2.5f + r0[5] * 2.f); tmp[3][m] = tmp34a + tmp34b; tmp[4][m] = tmp34a - tmp34b; float tmp56a = (r0[6] + (r0[2] - r0[4] * 1.25f) * 4.f); float tmp56b = (r0[1] * 2.f - r0[3] * 2.5f + r0[5] * 0.5f); tmp[5][m] = tmp56a + tmp56b; tmp[6][m] = tmp56a - tmp56b; r0 += w; } float* r0_tm_0 = img0_tm.row(i * w_tm/8 + j); float* r0_tm_1 = img0_tm.row(i * w_tm/8 + j + tiles); float* r0_tm_2 = img0_tm.row(i * w_tm/8 + j + tiles*2); float* r0_tm_3 = img0_tm.row(i * w_tm/8 + j + tiles*3); float* r0_tm_4 = img0_tm.row(i * w_tm/8 + j + tiles*4); float* r0_tm_5 = img0_tm.row(i * w_tm/8 + j + tiles*5); float* r0_tm_6 = img0_tm.row(i * w_tm/8 + j + tiles*6); float* r0_tm_7 = img0_tm.row(i * w_tm/8 + j + tiles*7); for (int m=0; m<8; m++) { const float* tmp0 = tmp[m]; r0_tm_0[0] = tmp0[0] - tmp0[6] + (tmp0[4] - tmp0[2]) * 5.25f; r0_tm_7[0] = tmp0[7] - tmp0[1] + (tmp0[3] - tmp0[5]) * 5.25f; float tmp12a = (tmp0[2] + tmp0[6] - tmp0[4] * 4.25f); float tmp12b = (tmp0[1] - tmp0[3] * 4.25f + tmp0[5]); r0_tm_1[0] = tmp12a + tmp12b; r0_tm_2[0] = tmp12a - tmp12b; float tmp34a = (tmp0[6] + tmp0[2] * 0.25f - tmp0[4] * 1.25f); float tmp34b = (tmp0[1] * 0.5f - tmp0[3] * 2.5f + tmp0[5] * 2.f); r0_tm_3[0] = tmp34a + tmp34b; r0_tm_4[0] = tmp34a - tmp34b; float tmp56a = (tmp0[6] + (tmp0[2] - tmp0[4] * 1.25f) * 4.f); float tmp56b = (tmp0[1] * 2.f - tmp0[3] * 2.5f + tmp0[5] * 0.5f); r0_tm_5[0] = tmp56a + tmp56b; r0_tm_6[0] = tmp56a - tmp56b; r0_tm_0 += img0_tm.w * tiles * 8; r0_tm_1 += img0_tm.w * tiles * 8; r0_tm_2 += img0_tm.w * tiles * 8; r0_tm_3 += img0_tm.w * tiles * 8; r0_tm_4 += img0_tm.w * tiles * 8; r0_tm_5 += img0_tm.w * tiles * 8; r0_tm_6 += img0_tm.w * tiles * 8; r0_tm_7 += img0_tm.w * tiles * 8; } #endif // __ARM_NEON } } } } bottom_blob_bordered = Mat(); // END transform input // BEGIN dot Mat top_blob_tm; { int w_tm = outw / 6 * 8; int h_tm = outh / 6 * 8; const int tiles = w_tm/8 * h_tm/8; // permute // bottom_blob_tm.create(1, 64 * tiles, inch); // Mat bottom_blob_tm2(inch, tiles, 64); Mat bottom_blob_tm2(8*inch, tiles/8 + (tiles%8)/4 + tiles%4, 64, 4u, opt.workspace_allocator); #pragma omp parallel for num_threads(opt.num_threads) for (int r=0; r<64; r++) { Mat tm2 = bottom_blob_tm2.channel(r); // tile int i=0; for (; i+7<tiles; i+=8) { float* tm2p = tm2.row(i/8); const float* r0 = bottom_blob_tm; r0 += r*tiles + i; for (int q=0; q<inch; q++) { #if __ARM_NEON float32x4_t _r0 = vld1q_f32(r0); float32x4_t _r0n = vld1q_f32(r0+4); vst1q_f32(tm2p, _r0); vst1q_f32(tm2p+4, _r0n); #else tm2p[0] = r0[0]; tm2p[1] = r0[1]; tm2p[2] = r0[2]; tm2p[3] = r0[3]; tm2p[4] = r0[4]; tm2p[5] = r0[5]; tm2p[6] = r0[6]; tm2p[7] = r0[7]; #endif // __ARM_NEON r0 += bottom_blob_tm.cstep; tm2p += 8; } } for (; i+3<tiles; i+=4) { float* tm2p = tm2.row(i/8+(i%8)/4); const float* r0 = bottom_blob_tm; r0 += r*tiles + i; for (int q=0; q<inch; q++) { #if __ARM_NEON float32x4_t _r0 = vld1q_f32(r0); vst1q_f32(tm2p, _r0); #else tm2p[0] = r0[0]; tm2p[1] = r0[1]; tm2p[2] = r0[2]; tm2p[3] = r0[3]; #endif // __ARM_NEON r0 += bottom_blob_tm.cstep; tm2p += 4; } } for (; i<tiles; i++) { float* tm2p = tm2.row(i/8+(i%8)/4+i%4); const float* r0 = bottom_blob_tm; r0 += r*tiles + i; for (int q=0; q<inch; q++) { tm2p[0] = r0[0]; r0 += bottom_blob_tm.cstep; tm2p += 1; } } } bottom_blob_tm = Mat(); // permute end top_blob_tm.create(1, 64 * tiles, outch); int nn_outch = 0; int remain_outch_start = 0; #if __ARM_NEON && __aarch64__ nn_outch = outch >> 3; remain_outch_start = nn_outch << 3; #pragma omp parallel for num_threads(opt.num_threads) for (int pp=0; pp<nn_outch; pp++) { int p = pp * 8; const Mat kernel_tm0 = kernel_tm.channel(p/8); Mat out0_tm = top_blob_tm.channel(p); Mat out1_tm = top_blob_tm.channel(p+1); Mat out2_tm = top_blob_tm.channel(p+2); Mat out3_tm = top_blob_tm.channel(p+3); Mat out4_tm = top_blob_tm.channel(p+4); Mat out5_tm = top_blob_tm.channel(p+5); Mat out6_tm = top_blob_tm.channel(p+6); Mat out7_tm = top_blob_tm.channel(p+7); float* output0_tm = out0_tm; float* output1_tm = out1_tm; float* output2_tm = out2_tm; float* output3_tm = out3_tm; float* output4_tm = out4_tm; float* output5_tm = out5_tm; float* output6_tm = out6_tm; float* output7_tm = out7_tm; for (int r=0; r<64; r++) { const Mat bb2 = bottom_blob_tm2.channel(r); // tile int i=0; for (; i+7<tiles; i+=8) { const float* bb2p0 = bb2.row(i/8); const float* ktm0 = kernel_tm0.row(r); asm volatile( "eor v16.16b, v16.16b, v16.16b \n" "eor v17.16b, v17.16b, v17.16b \n" "eor v18.16b, v18.16b, v18.16b \n" "eor v19.16b, v19.16b, v19.16b \n" "eor v20.16b, v20.16b, v20.16b \n" "eor v21.16b, v21.16b, v21.16b \n" "eor v22.16b, v22.16b, v22.16b \n" "eor v23.16b, v23.16b, v23.16b \n" "eor v24.16b, v24.16b, v24.16b \n" "eor v25.16b, v25.16b, v25.16b \n" "eor v26.16b, v26.16b, v26.16b \n" "eor v27.16b, v27.16b, v27.16b \n" "eor v28.16b, v28.16b, v28.16b \n" "eor v29.16b, v29.16b, v29.16b \n" "eor v30.16b, v30.16b, v30.16b \n" "eor v31.16b, v31.16b, v31.16b \n" // inch loop "lsr w4, %w20, #2 \n"// w4 = nn = inch >> 2 "cmp w4, #0 \n" "beq 1f \n" "0: \n" "prfm pldl1keep, [%8, #512] \n" "ld1 {v8.4s, v9.4s, v10.4s, v11.4s}, [%8], #64 \n" "prfm pldl1keep, [%9, #512] \n" "ld1 {v0.4s, v1.4s, v2.4s, v3.4s}, [%9], #64 \n" "fmla v16.4s, v8.4s, v0.s[0] \n" "fmla v17.4s, v9.4s, v0.s[0] \n" "fmla v18.4s, v8.4s, v0.s[1] \n" "fmla v19.4s, v9.4s, v0.s[1] \n" "fmla v20.4s, v8.4s, v0.s[2] \n" "fmla v21.4s, v9.4s, v0.s[2] \n" "fmla v22.4s, v8.4s, v0.s[3] \n" "fmla v23.4s, v9.4s, v0.s[3] \n" "prfm pldl1keep, [%9, #512] \n" "ld1 {v4.4s, v5.4s, v6.4s, v7.4s}, [%9], #64 \n" "fmla v24.4s, v8.4s, v1.s[0] \n" "fmla v25.4s, v9.4s, v1.s[0] \n" "fmla v26.4s, v8.4s, v1.s[1] \n" "fmla v27.4s, v9.4s, v1.s[1] \n" "fmla v28.4s, v8.4s, v1.s[2] \n" "fmla v29.4s, v9.4s, v1.s[2] \n" "fmla v30.4s, v8.4s, v1.s[3] \n" "fmla v31.4s, v9.4s, v1.s[3] \n" "fmla v16.4s, v10.4s, v2.s[0] \n" "fmla v17.4s, v11.4s, v2.s[0] \n" "fmla v18.4s, v10.4s, v2.s[1] \n" "fmla v19.4s, v11.4s, v2.s[1] \n" "fmla v20.4s, v10.4s, v2.s[2] \n" "fmla v21.4s, v11.4s, v2.s[2] \n" "fmla v22.4s, v10.4s, v2.s[3] \n" "fmla v23.4s, v11.4s, v2.s[3] \n" "prfm pldl1keep, [%8, #512] \n" "ld1 {v12.4s, v13.4s, v14.4s, v15.4s}, [%8], #64 \n" "fmla v24.4s, v10.4s, v3.s[0] \n" "fmla v25.4s, v11.4s, v3.s[0] \n" "fmla v26.4s, v10.4s, v3.s[1] \n" "fmla v27.4s, v11.4s, v3.s[1] \n" "fmla v28.4s, v10.4s, v3.s[2] \n" "fmla v29.4s, v11.4s, v3.s[2] \n" "fmla v30.4s, v10.4s, v3.s[3] \n" "fmla v31.4s, v11.4s, v3.s[3] \n" "fmla v16.4s, v12.4s, v4.s[0] \n" "fmla v17.4s, v13.4s, v4.s[0] \n" "fmla v18.4s, v12.4s, v4.s[1] \n" "fmla v19.4s, v13.4s, v4.s[1] \n" "fmla v20.4s, v12.4s, v4.s[2] \n" "fmla v21.4s, v13.4s, v4.s[2] \n" "fmla v22.4s, v12.4s, v4.s[3] \n" "fmla v23.4s, v13.4s, v4.s[3] \n" "fmla v24.4s, v12.4s, v5.s[0] \n" "fmla v25.4s, v13.4s, v5.s[0] \n" "fmla v26.4s, v12.4s, v5.s[1] \n" "fmla v27.4s, v13.4s, v5.s[1] \n" "fmla v28.4s, v12.4s, v5.s[2] \n" "fmla v29.4s, v13.4s, v5.s[2] \n" "fmla v30.4s, v12.4s, v5.s[3] \n" "fmla v31.4s, v13.4s, v5.s[3] \n" "fmla v16.4s, v14.4s, v6.s[0] \n" "fmla v17.4s, v15.4s, v6.s[0] \n" "fmla v18.4s, v14.4s, v6.s[1] \n" "fmla v19.4s, v15.4s, v6.s[1] \n" "fmla v20.4s, v14.4s, v6.s[2] \n" "fmla v21.4s, v15.4s, v6.s[2] \n" "fmla v22.4s, v14.4s, v6.s[3] \n" "fmla v23.4s, v15.4s, v6.s[3] \n" "subs w4, w4, #1 \n" "fmla v24.4s, v14.4s, v7.s[0] \n" "fmla v25.4s, v15.4s, v7.s[0] \n" "fmla v26.4s, v14.4s, v7.s[1] \n" "fmla v27.4s, v15.4s, v7.s[1] \n" "fmla v28.4s, v14.4s, v7.s[2] \n" "fmla v29.4s, v15.4s, v7.s[2] \n" "fmla v30.4s, v14.4s, v7.s[3] \n" "fmla v31.4s, v15.4s, v7.s[3] \n" "bne 0b \n" "1: \n" // remain loop "and w4, %w20, #3 \n"// w4 = remain = tiles & 3; "cmp w4, #0 \n" "beq 3f \n" "2: \n" "prfm pldl1keep, [%8, #256] \n" "ld1 {v8.4s, v9.4s}, [%8], #32 \n" "prfm pldl1keep, [%9, #256] \n" "ld1 {v0.4s, v1.4s}, [%9], #32 \n" "fmla v16.4s, v8.4s, v0.s[0] \n" "fmla v17.4s, v9.4s, v0.s[0] \n" "fmla v18.4s, v8.4s, v0.s[1] \n" "fmla v19.4s, v9.4s, v0.s[1] \n" "fmla v20.4s, v8.4s, v0.s[2] \n" "fmla v21.4s, v9.4s, v0.s[2] \n" "fmla v22.4s, v8.4s, v0.s[3] \n" "fmla v23.4s, v9.4s, v0.s[3] \n" "subs w4, w4, #1 \n" "fmla v24.4s, v8.4s, v1.s[0] \n" "fmla v25.4s, v9.4s, v1.s[0] \n" "fmla v26.4s, v8.4s, v1.s[1] \n" "fmla v27.4s, v9.4s, v1.s[1] \n" "fmla v28.4s, v8.4s, v1.s[2] \n" "fmla v29.4s, v9.4s, v1.s[2] \n" "fmla v30.4s, v8.4s, v1.s[3] \n" "fmla v31.4s, v9.4s, v1.s[3] \n" "bne 2b \n" "3: \n" "st1 {v16.4s, v17.4s}, [%0], #32 \n" "st1 {v18.4s, v19.4s}, [%1], #32 \n" "st1 {v20.4s, v21.4s}, [%2], #32 \n" "st1 {v22.4s, v23.4s}, [%3], #32 \n" "st1 {v24.4s, v25.4s}, [%4], #32 \n" "st1 {v26.4s, v27.4s}, [%5], #32 \n" "st1 {v28.4s, v29.4s}, [%6], #32 \n" "st1 {v30.4s, v31.4s}, [%7], #32 \n" : "=r"(output0_tm), // %0 "=r"(output1_tm), // %1 "=r"(output2_tm), // %2 "=r"(output3_tm), // %3 "=r"(output4_tm), // %4 "=r"(output5_tm), // %5 "=r"(output6_tm), // %6 "=r"(output7_tm), // %7 "=r"(bb2p0), // %8 "=r"(ktm0) // %9 : "0"(output0_tm), "1"(output1_tm), "2"(output2_tm), "3"(output3_tm), "4"(output4_tm), "5"(output5_tm), "6"(output6_tm), "7"(output7_tm), "8"(bb2p0), "9"(ktm0), "r"(inch) // %20 : "cc", "memory", "x4", "v0", "v1", "v2", "v3", "v4", "v5", "v6", "v7", "v8", "v9", "v10", "v11", "v12", "v13", "v14", "v15", "v16", "v17", "v18", "v19", "v20", "v21", "v22", "v23", "v24", "v25", "v26", "v27", "v28", "v29", "v30", "v31" ); } for (; i+3<tiles; i+=4) { const float* bb2p0 = bb2.row(i/8+(i%8)/4); const float* ktm0 = kernel_tm0.row(r); asm volatile( "eor v16.16b, v16.16b, v16.16b \n" "eor v17.16b, v17.16b, v17.16b \n" "eor v18.16b, v18.16b, v18.16b \n" "eor v19.16b, v19.16b, v19.16b \n" "eor v20.16b, v20.16b, v20.16b \n" "eor v21.16b, v21.16b, v21.16b \n" "eor v22.16b, v22.16b, v22.16b \n" "eor v23.16b, v23.16b, v23.16b \n" // inch loop "lsr w4, %w20, #2 \n"// w4 = nn = inch >> 2 "cmp w4, #0 \n" "beq 1f \n" "0: \n" "prfm pldl1keep, [%8, #512] \n" "ld1 {v8.4s, v9.4s, v10.4s, v11.4s}, [%8], #64 \n" "prfm pldl1keep, [%9, #512] \n" "ld1 {v0.4s, v1.4s, v2.4s, v3.4s}, [%9], #64 \n" "fmla v16.4s, v8.4s, v0.s[0] \n" "fmla v17.4s, v8.4s, v0.s[1] \n" "fmla v18.4s, v8.4s, v0.s[2] \n" "fmla v19.4s, v8.4s, v0.s[3] \n" "fmla v20.4s, v8.4s, v1.s[0] \n" "fmla v21.4s, v8.4s, v1.s[1] \n" "fmla v22.4s, v8.4s, v1.s[2] \n" "fmla v23.4s, v8.4s, v1.s[3] \n" "prfm pldl1keep, [%9, #512] \n" "ld1 {v4.4s, v5.4s, v6.4s, v7.4s}, [%9], #64 \n" "fmla v16.4s, v9.4s, v2.s[0] \n" "fmla v17.4s, v9.4s, v2.s[1] \n" "fmla v18.4s, v9.4s, v2.s[2] \n" "fmla v19.4s, v9.4s, v2.s[3] \n" "fmla v20.4s, v9.4s, v3.s[0] \n" "fmla v21.4s, v9.4s, v3.s[1] \n" "fmla v22.4s, v9.4s, v3.s[2] \n" "fmla v23.4s, v9.4s, v3.s[3] \n" "fmla v16.4s, v10.4s, v4.s[0] \n" "fmla v17.4s, v10.4s, v4.s[1] \n" "fmla v18.4s, v10.4s, v4.s[2] \n" "fmla v19.4s, v10.4s, v4.s[3] \n" "fmla v20.4s, v10.4s, v5.s[0] \n" "fmla v21.4s, v10.4s, v5.s[1] \n" "fmla v22.4s, v10.4s, v5.s[2] \n" "fmla v23.4s, v10.4s, v5.s[3] \n" "subs w4, w4, #1 \n" "fmla v16.4s, v11.4s, v6.s[0] \n" "fmla v17.4s, v11.4s, v6.s[1] \n" "fmla v18.4s, v11.4s, v6.s[2] \n" "fmla v19.4s, v11.4s, v6.s[3] \n" "fmla v20.4s, v11.4s, v7.s[0] \n" "fmla v21.4s, v11.4s, v7.s[1] \n" "fmla v22.4s, v11.4s, v7.s[2] \n" "fmla v23.4s, v11.4s, v7.s[3] \n" "bne 0b \n" "1: \n" // remain loop "and w4, %w20, #3 \n"// w4 = remain = tiles & 3; "cmp w4, #0 \n" "beq 3f \n" "2: \n" "prfm pldl1keep, [%8, #128] \n" "ld1 {v8.4s}, [%8], #16 \n" "prfm pldl1keep, [%9, #256] \n" "ld1 {v0.4s, v1.4s}, [%9], #32 \n" "fmla v16.4s, v8.4s, v0.s[0] \n" "fmla v17.4s, v8.4s, v0.s[1] \n" "fmla v18.4s, v8.4s, v0.s[2] \n" "fmla v19.4s, v8.4s, v0.s[3] \n" "subs w4, w4, #1 \n" "fmla v20.4s, v8.4s, v1.s[0] \n" "fmla v21.4s, v8.4s, v1.s[1] \n" "fmla v22.4s, v8.4s, v1.s[2] \n" "fmla v23.4s, v8.4s, v1.s[3] \n" "bne 2b \n" "3: \n" "st1 {v16.4s}, [%0], #16 \n" "st1 {v17.4s}, [%1], #16 \n" "st1 {v18.4s}, [%2], #16 \n" "st1 {v19.4s}, [%3], #16 \n" "st1 {v20.4s}, [%4], #16 \n" "st1 {v21.4s}, [%5], #16 \n" "st1 {v22.4s}, [%6], #16 \n" "st1 {v23.4s}, [%7], #16 \n" : "=r"(output0_tm), // %0 "=r"(output1_tm), // %1 "=r"(output2_tm), // %2 "=r"(output3_tm), // %3 "=r"(output4_tm), // %4 "=r"(output5_tm), // %5 "=r"(output6_tm), // %6 "=r"(output7_tm), // %7 "=r"(bb2p0), // %8 "=r"(ktm0) // %9 : "0"(output0_tm), "1"(output1_tm), "2"(output2_tm), "3"(output3_tm), "4"(output4_tm), "5"(output5_tm), "6"(output6_tm), "7"(output7_tm), "8"(bb2p0), "9"(ktm0), "r"(inch) // %20 : "cc", "memory", "x4", "v0", "v1", "v2", "v3", "v4", "v5", "v6", "v7", "v8", "v9", "v10", "v11", "v16", "v17", "v18", "v19", "v20", "v21", "v22", "v23" ); } for (; i<tiles; i++) { const float* bb2p0 = bb2.row(i/8+(i%8)/4+i%4); const float* ktm0 = kernel_tm0.row(r); float32x4_t _sum0123 = vdupq_n_f32(0.f); float32x4_t _sum4567 = vdupq_n_f32(0.f); int q=0; for (; q+3<inch; q+=4) { // asm volatile("prfm pldl1keep, [%0, #128] \n" : :"r"(bb2p0) :); float32x4_t _bb2p0 = vld1q_f32(bb2p0); bb2p0 += 4; // asm volatile("prfm pldl1keep, [%0, #512] \n" : :"r"(ktm0) :); float32x4_t _ktm0 = vld1q_f32(ktm0 + 0); float32x4_t _ktm1 = vld1q_f32(ktm0 + 4); float32x4_t _ktm2 = vld1q_f32(ktm0 + 8); float32x4_t _ktm3 = vld1q_f32(ktm0 + 12); ktm0 += 16; _sum0123 = vmlaq_laneq_f32(_sum0123, _ktm0, _bb2p0, 0); _sum4567 = vmlaq_laneq_f32(_sum4567, _ktm1, _bb2p0, 0); _sum0123 = vmlaq_laneq_f32(_sum0123, _ktm2, _bb2p0, 1); _sum4567 = vmlaq_laneq_f32(_sum4567, _ktm3, _bb2p0, 1); // asm volatile("prfm pldl1keep, [%0, #512] \n" : :"r"(ktm0) :); float32x4_t _ktm4 = vld1q_f32(ktm0 + 0); float32x4_t _ktm5 = vld1q_f32(ktm0 + 4); float32x4_t _ktm6 = vld1q_f32(ktm0 + 8); float32x4_t _ktm7 = vld1q_f32(ktm0 + 12); ktm0 += 16; _sum0123 = vmlaq_laneq_f32(_sum0123, _ktm4, _bb2p0, 2); _sum4567 = vmlaq_laneq_f32(_sum4567, _ktm5, _bb2p0, 2); _sum0123 = vmlaq_laneq_f32(_sum0123, _ktm6, _bb2p0, 3); _sum4567 = vmlaq_laneq_f32(_sum4567, _ktm7, _bb2p0, 3); } for (; q<inch; q++) { float32x4_t _bb2p0 = vld1q_dup_f32(bb2p0); float32x4_t _ktm0123 = vld1q_f32(ktm0 + 0); float32x4_t _ktm4567 = vld1q_f32(ktm0 + 4); _sum0123 = vmlaq_f32(_sum0123, _bb2p0, _ktm0123); _sum4567 = vmlaq_f32(_sum4567, _bb2p0, _ktm4567); bb2p0 += 1; ktm0 += 8; } float sum0 = vgetq_lane_f32(_sum0123, 0); float sum1 = vgetq_lane_f32(_sum0123, 1); float sum2 = vgetq_lane_f32(_sum0123, 2); float sum3 = vgetq_lane_f32(_sum0123, 3); float sum4 = vgetq_lane_f32(_sum4567, 0); float sum5 = vgetq_lane_f32(_sum4567, 1); float sum6 = vgetq_lane_f32(_sum4567, 2); float sum7 = vgetq_lane_f32(_sum4567, 3); output0_tm[0] = sum0; output1_tm[0] = sum1; output2_tm[0] = sum2; output3_tm[0] = sum3; output4_tm[0] = sum4; output5_tm[0] = sum5; output6_tm[0] = sum6; output7_tm[0] = sum7; output0_tm += 1; output1_tm += 1; output2_tm += 1; output3_tm += 1; output4_tm += 1; output5_tm += 1; output6_tm += 1; output7_tm += 1; } } } #endif // __aarch64__ nn_outch = (outch - remain_outch_start) >> 2; #pragma omp parallel for num_threads(opt.num_threads) for (int pp=0; pp<nn_outch; pp++) { int p = remain_outch_start + pp * 4; #if __ARM_NEON && __aarch64__ const Mat kernel_tm0 = kernel_tm.channel(p/8+(p%8)/4); #else const Mat kernel_tm0 = kernel_tm.channel(p/4); #endif Mat out0_tm = top_blob_tm.channel(p); Mat out1_tm = top_blob_tm.channel(p+1); Mat out2_tm = top_blob_tm.channel(p+2); Mat out3_tm = top_blob_tm.channel(p+3); float* output0_tm = out0_tm; float* output1_tm = out1_tm; float* output2_tm = out2_tm; float* output3_tm = out3_tm; for (int r=0; r<64; r++) { const Mat bb2 = bottom_blob_tm2.channel(r); // tile int i=0; for (; i+7<tiles; i+=8) { const float* bb2p0 = bb2.row(i/8); const float* ktm0 = kernel_tm0.row(r); #if __ARM_NEON #if __aarch64__ asm volatile( "eor v8.16b, v8.16b, v8.16b \n" "eor v9.16b, v9.16b, v9.16b \n" "eor v10.16b, v10.16b, v10.16b \n" "eor v11.16b, v11.16b, v11.16b \n" "eor v12.16b, v12.16b, v12.16b \n" "eor v13.16b, v13.16b, v13.16b \n" "eor v14.16b, v14.16b, v14.16b \n" "eor v15.16b, v15.16b, v15.16b \n" // inch loop "lsr w4, %w12, #2 \n"// w4 = nn = inch >> 2 "cmp w4, #0 \n" "beq 1f \n" "0: \n" "prfm pldl1keep, [%4, #512] \n" "ld1 {v4.4s, v5.4s, v6.4s, v7.4s}, [%4], #64 \n" "prfm pldl1keep, [%5, #512] \n" "ld1 {v0.4s, v1.4s, v2.4s, v3.4s}, [%5], #64 \n" "fmla v8.4s, v4.4s, v0.s[0] \n" "fmla v9.4s, v5.4s, v0.s[0] \n" "fmla v10.4s, v4.4s, v0.s[1] \n" "fmla v11.4s, v5.4s, v0.s[1] \n" "fmla v12.4s, v4.4s, v0.s[2] \n" "fmla v13.4s, v5.4s, v0.s[2] \n" "fmla v14.4s, v4.4s, v0.s[3] \n" "fmla v15.4s, v5.4s, v0.s[3] \n" "prfm pldl1keep, [%4, #512] \n" "ld1 {v16.4s, v17.4s, v18.4s, v19.4s}, [%4], #64 \n" "fmla v8.4s, v6.4s, v1.s[0] \n" "fmla v9.4s, v7.4s, v1.s[0] \n" "fmla v10.4s, v6.4s, v1.s[1] \n" "fmla v11.4s, v7.4s, v1.s[1] \n" "fmla v12.4s, v6.4s, v1.s[2] \n" "fmla v13.4s, v7.4s, v1.s[2] \n" "fmla v14.4s, v6.4s, v1.s[3] \n" "fmla v15.4s, v7.4s, v1.s[3] \n" "fmla v8.4s, v16.4s, v2.s[0] \n" "fmla v9.4s, v17.4s, v2.s[0] \n" "fmla v10.4s, v16.4s, v2.s[1] \n" "fmla v11.4s, v17.4s, v2.s[1] \n" "fmla v12.4s, v16.4s, v2.s[2] \n" "fmla v13.4s, v17.4s, v2.s[2] \n" "fmla v14.4s, v16.4s, v2.s[3] \n" "fmla v15.4s, v17.4s, v2.s[3] \n" "fmla v8.4s, v18.4s, v3.s[0] \n" "fmla v9.4s, v19.4s, v3.s[0] \n" "fmla v10.4s, v18.4s, v3.s[1] \n" "fmla v11.4s, v19.4s, v3.s[1] \n" "fmla v12.4s, v18.4s, v3.s[2] \n" "fmla v13.4s, v19.4s, v3.s[2] \n" "fmla v14.4s, v18.4s, v3.s[3] \n" "fmla v15.4s, v19.4s, v3.s[3] \n" "subs w4, w4, #1 \n" "bne 0b \n" "1: \n" // remain loop "and w4, %w12, #3 \n"// w4 = remain = tiles & 3; "cmp w4, #0 \n" "beq 3f \n" "2: \n" "prfm pldl1keep, [%4, #256] \n" "ld1 {v4.4s, v5.4s}, [%4], #32 \n" "prfm pldl1keep, [%5, #128] \n" "ld1 {v0.4s}, [%5], #16 \n" "fmla v8.4s, v4.4s, v0.s[0] \n" "fmla v9.4s, v5.4s, v0.s[0] \n" "fmla v10.4s, v4.4s, v0.s[1] \n" "fmla v11.4s, v5.4s, v0.s[1] \n" "fmla v12.4s, v4.4s, v0.s[2] \n" "fmla v13.4s, v5.4s, v0.s[2] \n" "fmla v14.4s, v4.4s, v0.s[3] \n" "fmla v15.4s, v5.4s, v0.s[3] \n" "subs w4, w4, #1 \n" "bne 2b \n" "3: \n" "st1 {v8.4s, v9.4s}, [%0], #32 \n" "st1 {v10.4s, v11.4s}, [%1], #32 \n" "st1 {v12.4s, v13.4s}, [%2], #32 \n" "st1 {v14.4s, v15.4s}, [%3], #32 \n" : "=r"(output0_tm), // %0 "=r"(output1_tm), // %1 "=r"(output2_tm), // %2 "=r"(output3_tm), // %3 "=r"(bb2p0), // %4 "=r"(ktm0) // %5 : "0"(output0_tm), "1"(output1_tm), "2"(output2_tm), "3"(output3_tm), "4"(bb2p0), "5"(ktm0), "r"(inch) // %12 : "cc", "memory", "x4", "v0", "v1", "v2", "v3", "v4", "v5", "v6", "v7", "v8", "v9", "v10", "v11", "v12", "v13", "v14", "v15", "v16", "v17", "v18", "v19" ); #else // __aarch64__ asm volatile( "veor q8, q8, q8 \n" "veor q9, q9, q9 \n" "veor q10, q10, q10 \n" "veor q11, q11, q11 \n" "veor q12, q12, q12 \n" "veor q13, q13, q13 \n" "veor q14, q14, q14 \n" "veor q15, q15, q15 \n" // inch loop "lsr r4, %12, #2 \n"// r4 = nn = inch >> 2 "cmp r4, #0 \n" "beq 1f \n" "0: \n" "pld [%4, #512] \n" "vldm %4!, {d8-d15} \n" // "vld1.f32 {d8-d11}, [%4 :128]! \n" // "vld1.f32 {d12-d15}, [%4 :128]! \n" "pld [%5, #512] \n" "vldm %5!, {d0-d7} \n" // "vld1.f32 {d0-d3}, [%5 :128]! \n" // "vld1.f32 {d4-d7}, [%5 :128]! \n" "vmla.f32 q8, q4, d0[0] \n" "vmla.f32 q9, q5, d0[0] \n" "vmla.f32 q10, q4, d0[1] \n" "vmla.f32 q11, q5, d0[1] \n" "vmla.f32 q12, q4, d1[0] \n" "vmla.f32 q13, q5, d1[0] \n" "vmla.f32 q14, q4, d1[1] \n" "vmla.f32 q15, q5, d1[1] \n" "vmla.f32 q8, q6, d2[0] \n" "vmla.f32 q9, q7, d2[0] \n" "vmla.f32 q10, q6, d2[1] \n" "vmla.f32 q11, q7, d2[1] \n" "vmla.f32 q12, q6, d3[0] \n" "vmla.f32 q13, q7, d3[0] \n" "vmla.f32 q14, q6, d3[1] \n" "vmla.f32 q15, q7, d3[1] \n" "pld [%4, #512] \n" "vldm %4!, {d8-d15} \n" // "vld1.f32 {d8-d11}, [%4 :128]! \n" // "vld1.f32 {d12-d15}, [%4 :128]! \n" "vmla.f32 q8, q4, d4[0] \n" "vmla.f32 q9, q5, d4[0] \n" "vmla.f32 q10, q4, d4[1] \n" "vmla.f32 q11, q5, d4[1] \n" "vmla.f32 q12, q4, d5[0] \n" "vmla.f32 q13, q5, d5[0] \n" "vmla.f32 q14, q4, d5[1] \n" "vmla.f32 q15, q5, d5[1] \n" "subs r4, r4, #1 \n" "vmla.f32 q8, q6, d6[0] \n" "vmla.f32 q9, q7, d6[0] \n" "vmla.f32 q10, q6, d6[1] \n" "vmla.f32 q11, q7, d6[1] \n" "vmla.f32 q12, q6, d7[0] \n" "vmla.f32 q13, q7, d7[0] \n" "vmla.f32 q14, q6, d7[1] \n" "vmla.f32 q15, q7, d7[1] \n" "bne 0b \n" "1: \n" // remain loop "and r4, %12, #3 \n"// r4 = remain = tiles & 3; "cmp r4, #0 \n" "beq 3f \n" "2: \n" "pld [%4, #256] \n" "vld1.f32 {d8-d11}, [%4 :128]! \n" "pld [%5, #128] \n" "vld1.f32 {d0-d1}, [%5 :128]! \n" "vmla.f32 q8, q4, d0[0] \n" "vmla.f32 q9, q5, d0[0] \n" "vmla.f32 q10, q4, d0[1] \n" "vmla.f32 q11, q5, d0[1] \n" "subs r4, r4, #1 \n" "vmla.f32 q12, q4, d1[0] \n" "vmla.f32 q13, q5, d1[0] \n" "vmla.f32 q14, q4, d1[1] \n" "vmla.f32 q15, q5, d1[1] \n" "bne 2b \n" "3: \n" "vst1.f32 {d16-d19}, [%0]! \n" "vst1.f32 {d20-d23}, [%1]! \n" "vst1.f32 {d24-d27}, [%2]! \n" "vst1.f32 {d28-d31}, [%3]! \n" : "=r"(output0_tm), // %0 "=r"(output1_tm), // %1 "=r"(output2_tm), // %2 "=r"(output3_tm), // %3 "=r"(bb2p0), // %4 "=r"(ktm0) // %5 : "0"(output0_tm), "1"(output1_tm), "2"(output2_tm), "3"(output3_tm), "4"(bb2p0), "5"(ktm0), "r"(inch) // %12 : "cc", "memory", "r4", "q0", "q1", "q2", "q3", "q4", "q5", "q6", "q7", "q8", "q9", "q10", "q11", "q12", "q13", "q14", "q15" ); #endif // __aarch64__ #else float sum0_0 = 0.f; float sum0_1 = 0.f; float sum0_2 = 0.f; float sum0_3 = 0.f; float sum0_4 = 0.f; float sum0_5 = 0.f; float sum0_6 = 0.f; float sum0_7 = 0.f; float sum1_0 = 0.f; float sum1_1 = 0.f; float sum1_2 = 0.f; float sum1_3 = 0.f; float sum1_4 = 0.f; float sum1_5 = 0.f; float sum1_6 = 0.f; float sum1_7 = 0.f; float sum2_0 = 0.f; float sum2_1 = 0.f; float sum2_2 = 0.f; float sum2_3 = 0.f; float sum2_4 = 0.f; float sum2_5 = 0.f; float sum2_6 = 0.f; float sum2_7 = 0.f; float sum3_0 = 0.f; float sum3_1 = 0.f; float sum3_2 = 0.f; float sum3_3 = 0.f; float sum3_4 = 0.f; float sum3_5 = 0.f; float sum3_6 = 0.f; float sum3_7 = 0.f; for (int q=0; q<inch; q++) { sum0_0 += bb2p0[0] * ktm0[0]; sum0_1 += bb2p0[1] * ktm0[0]; sum0_2 += bb2p0[2] * ktm0[0]; sum0_3 += bb2p0[3] * ktm0[0]; sum0_4 += bb2p0[4] * ktm0[0]; sum0_5 += bb2p0[5] * ktm0[0]; sum0_6 += bb2p0[6] * ktm0[0]; sum0_7 += bb2p0[7] * ktm0[0]; sum1_0 += bb2p0[0] * ktm0[1]; sum1_1 += bb2p0[1] * ktm0[1]; sum1_2 += bb2p0[2] * ktm0[1]; sum1_3 += bb2p0[3] * ktm0[1]; sum1_4 += bb2p0[4] * ktm0[1]; sum1_5 += bb2p0[5] * ktm0[1]; sum1_6 += bb2p0[6] * ktm0[1]; sum1_7 += bb2p0[7] * ktm0[1]; sum2_0 += bb2p0[0] * ktm0[2]; sum2_1 += bb2p0[1] * ktm0[2]; sum2_2 += bb2p0[2] * ktm0[2]; sum2_3 += bb2p0[3] * ktm0[2]; sum2_4 += bb2p0[4] * ktm0[2]; sum2_5 += bb2p0[5] * ktm0[2]; sum2_6 += bb2p0[6] * ktm0[2]; sum2_7 += bb2p0[7] * ktm0[2]; sum3_0 += bb2p0[0] * ktm0[3]; sum3_1 += bb2p0[1] * ktm0[3]; sum3_2 += bb2p0[2] * ktm0[3]; sum3_3 += bb2p0[3] * ktm0[3]; sum3_4 += bb2p0[4] * ktm0[3]; sum3_5 += bb2p0[5] * ktm0[3]; sum3_6 += bb2p0[6] * ktm0[3]; sum3_7 += bb2p0[7] * ktm0[3]; bb2p0 += 8; ktm0 += 4; } output0_tm[0] = sum0_0; output0_tm[1] = sum0_1; output0_tm[2] = sum0_2; output0_tm[3] = sum0_3; output0_tm[4] = sum0_4; output0_tm[5] = sum0_5; output0_tm[6] = sum0_6; output0_tm[7] = sum0_7; output1_tm[0] = sum1_0; output1_tm[1] = sum1_1; output1_tm[2] = sum1_2; output1_tm[3] = sum1_3; output1_tm[4] = sum1_4; output1_tm[5] = sum1_5; output1_tm[6] = sum1_6; output1_tm[7] = sum1_7; output2_tm[0] = sum2_0; output2_tm[1] = sum2_1; output2_tm[2] = sum2_2; output2_tm[3] = sum2_3; output2_tm[4] = sum2_4; output2_tm[5] = sum2_5; output2_tm[6] = sum2_6; output2_tm[7] = sum2_7; output3_tm[0] = sum3_0; output3_tm[1] = sum3_1; output3_tm[2] = sum3_2; output3_tm[3] = sum3_3; output3_tm[4] = sum3_4; output3_tm[5] = sum3_5; output3_tm[6] = sum3_6; output3_tm[7] = sum3_7; output0_tm += 8; output1_tm += 8; output2_tm += 8; output3_tm += 8; #endif // __ARM_NEON } for (; i+3<tiles; i+=4) { const float* bb2p0 = bb2.row(i/8+(i%8)/4); const float* ktm0 = kernel_tm0.row(r); #if __ARM_NEON #if __aarch64__ asm volatile( "eor v8.16b, v8.16b, v8.16b \n" "eor v9.16b, v9.16b, v9.16b \n" "eor v10.16b, v10.16b, v10.16b \n" "eor v11.16b, v11.16b, v11.16b \n" // inch loop "lsr w4, %w12, #2 \n"// w4 = nn = inch >> 2 "cmp w4, #0 \n" "beq 1f \n" "0: \n" "prfm pldl1keep, [%4, #512] \n" "ld1 {v4.4s, v5.4s, v6.4s, v7.4s}, [%4], #64 \n" "prfm pldl1keep, [%5, #512] \n" "ld1 {v0.4s, v1.4s, v2.4s, v3.4s}, [%5], #64 \n" "fmla v8.4s, v4.4s, v0.s[0] \n" "fmla v9.4s, v4.4s, v0.s[1] \n" "fmla v10.4s, v4.4s, v0.s[2] \n" "fmla v11.4s, v4.4s, v0.s[3] \n" "fmla v8.4s, v5.4s, v1.s[0] \n" "fmla v9.4s, v5.4s, v1.s[1] \n" "fmla v10.4s, v5.4s, v1.s[2] \n" "fmla v11.4s, v5.4s, v1.s[3] \n" "fmla v8.4s, v6.4s, v2.s[0] \n" "fmla v9.4s, v6.4s, v2.s[1] \n" "fmla v10.4s, v6.4s, v2.s[2] \n" "fmla v11.4s, v6.4s, v2.s[3] \n" "fmla v8.4s, v7.4s, v3.s[0] \n" "fmla v9.4s, v7.4s, v3.s[1] \n" "fmla v10.4s, v7.4s, v3.s[2] \n" "fmla v11.4s, v7.4s, v3.s[3] \n" "subs w4, w4, #1 \n" "bne 0b \n" "1: \n" // remain loop "and w4, %w12, #3 \n"// w4 = remain = tiles & 3; "cmp w4, #0 \n" "beq 3f \n" "2: \n" "prfm pldl1keep, [%4, #128] \n" "ld1 {v4.4s}, [%4], #16 \n" "prfm pldl1keep, [%5, #128] \n" "ld1 {v0.4s}, [%5], #16 \n" "fmla v8.4s, v4.4s, v0.s[0] \n" "fmla v9.4s, v4.4s, v0.s[1] \n" "fmla v10.4s, v4.4s, v0.s[2] \n" "fmla v11.4s, v4.4s, v0.s[3] \n" "subs w4, w4, #1 \n" "bne 2b \n" "3: \n" "st1 {v8.4s}, [%0], #16 \n" "st1 {v9.4s}, [%1], #16 \n" "st1 {v10.4s}, [%2], #16 \n" "st1 {v11.4s}, [%3], #16 \n" : "=r"(output0_tm), // %0 "=r"(output1_tm), // %1 "=r"(output2_tm), // %2 "=r"(output3_tm), // %3 "=r"(bb2p0), // %4 "=r"(ktm0) // %5 : "0"(output0_tm), "1"(output1_tm), "2"(output2_tm), "3"(output3_tm), "4"(bb2p0), "5"(ktm0), "r"(inch) // %12 : "cc", "memory", "x4", "v0", "v1", "v2", "v3", "v4", "v5", "v6", "v7", "v8", "v9", "v10", "v11" ); #else // __aarch64__ asm volatile( "veor q8, q8, q8 \n" "veor q9, q9, q9 \n" "veor q10, q10, q10 \n" "veor q11, q11, q11 \n" // inch loop "lsr r4, %12, #2 \n"// r4 = nn = inch >> 2 "cmp r4, #0 \n" "beq 1f \n" "0: \n" "pld [%4, #512] \n" "vldm %4!, {d8-d15} \n" // "vld1.f32 {d8-d11}, [%4 :128]! \n" // "vld1.f32 {d12-d15}, [%4 :128]! \n" "pld [%5, #512] \n" "vldm %5!, {d0-d7} \n" // "vld1.f32 {d0-d3}, [%5 :128]! \n" // "vld1.f32 {d4-d7}, [%5 :128]! \n" "vmla.f32 q8, q4, d0[0] \n" "vmla.f32 q9, q4, d0[1] \n" "vmla.f32 q10, q4, d1[0] \n" "vmla.f32 q11, q4, d1[1] \n" "vmla.f32 q8, q5, d2[0] \n" "vmla.f32 q9, q5, d2[1] \n" "vmla.f32 q10, q5, d3[0] \n" "vmla.f32 q11, q5, d3[1] \n" "subs r4, r4, #1 \n" "vmla.f32 q8, q6, d4[0] \n" "vmla.f32 q9, q6, d4[1] \n" "vmla.f32 q10, q6, d5[0] \n" "vmla.f32 q11, q6, d5[1] \n" "vmla.f32 q8, q7, d6[0] \n" "vmla.f32 q9, q7, d6[1] \n" "vmla.f32 q10, q7, d7[0] \n" "vmla.f32 q11, q7, d7[1] \n" "bne 0b \n" "1: \n" // remain loop "and r4, %12, #3 \n"// r4 = remain = tiles & 3; "cmp r4, #0 \n" "beq 3f \n" "2: \n" "pld [%4, #128] \n" "vld1.f32 {d8-d9}, [%4 :128]! \n" "pld [%5, #128] \n" "vld1.f32 {d0-d1}, [%5 :128]! \n" "subs r4, r4, #1 \n" "vmla.f32 q8, q4, d0[0] \n" "vmla.f32 q9, q4, d0[1] \n" "vmla.f32 q10, q4, d1[0] \n" "vmla.f32 q11, q4, d1[1] \n" "bne 2b \n" "3: \n" "vst1.f32 {d16-d17}, [%0]! \n" "vst1.f32 {d18-d19}, [%1]! \n" "vst1.f32 {d20-d21}, [%2]! \n" "vst1.f32 {d22-d23}, [%3]! \n" : "=r"(output0_tm), // %0 "=r"(output1_tm), // %1 "=r"(output2_tm), // %2 "=r"(output3_tm), // %3 "=r"(bb2p0), // %4 "=r"(ktm0) // %5 : "0"(output0_tm), "1"(output1_tm), "2"(output2_tm), "3"(output3_tm), "4"(bb2p0), "5"(ktm0), "r"(inch) // %12 : "cc", "memory", "r4", "q0", "q1", "q2", "q3", "q4", "q5", "q6", "q7", "q8", "q9", "q10", "q11" ); #endif // __aarch64__ #else float sum0_0 = 0.f; float sum0_1 = 0.f; float sum0_2 = 0.f; float sum0_3 = 0.f; float sum1_0 = 0.f; float sum1_1 = 0.f; float sum1_2 = 0.f; float sum1_3 = 0.f; float sum2_0 = 0.f; float sum2_1 = 0.f; float sum2_2 = 0.f; float sum2_3 = 0.f; float sum3_0 = 0.f; float sum3_1 = 0.f; float sum3_2 = 0.f; float sum3_3 = 0.f; for (int q=0; q<inch; q++) { sum0_0 += bb2p0[0] * ktm0[0]; sum0_1 += bb2p0[1] * ktm0[0]; sum0_2 += bb2p0[2] * ktm0[0]; sum0_3 += bb2p0[3] * ktm0[0]; sum1_0 += bb2p0[0] * ktm0[1]; sum1_1 += bb2p0[1] * ktm0[1]; sum1_2 += bb2p0[2] * ktm0[1]; sum1_3 += bb2p0[3] * ktm0[1]; sum2_0 += bb2p0[0] * ktm0[2]; sum2_1 += bb2p0[1] * ktm0[2]; sum2_2 += bb2p0[2] * ktm0[2]; sum2_3 += bb2p0[3] * ktm0[2]; sum3_0 += bb2p0[0] * ktm0[3]; sum3_1 += bb2p0[1] * ktm0[3]; sum3_2 += bb2p0[2] * ktm0[3]; sum3_3 += bb2p0[3] * ktm0[3]; bb2p0 += 4; ktm0 += 4; } output0_tm[0] = sum0_0; output0_tm[1] = sum0_1; output0_tm[2] = sum0_2; output0_tm[3] = sum0_3; output1_tm[0] = sum1_0; output1_tm[1] = sum1_1; output1_tm[2] = sum1_2; output1_tm[3] = sum1_3; output2_tm[0] = sum2_0; output2_tm[1] = sum2_1; output2_tm[2] = sum2_2; output2_tm[3] = sum2_3; output3_tm[0] = sum3_0; output3_tm[1] = sum3_1; output3_tm[2] = sum3_2; output3_tm[3] = sum3_3; output0_tm += 4; output1_tm += 4; output2_tm += 4; output3_tm += 4; #endif // __ARM_NEON } for (; i<tiles; i++) { const float* bb2p0 = bb2.row(i/8+(i%8)/4+i%4); const float* ktm0 = kernel_tm0.row(r); #if __ARM_NEON float32x4_t _sum0123 = vdupq_n_f32(0.f); int q=0; for (; q+3<inch; q+=4) { // asm volatile("prfm pldl1keep, [%0, #128] \n" : :"r"(bb2p0) :); float32x4_t _bb2p0 = vld1q_f32(bb2p0); bb2p0 += 4; // asm volatile("prfm pldl1keep, [%0, #512] \n" : :"r"(ktm0) :); float32x4_t _ktm0 = vld1q_f32(ktm0 + 0); float32x4_t _ktm1 = vld1q_f32(ktm0 + 4); float32x4_t _ktm2 = vld1q_f32(ktm0 + 8); float32x4_t _ktm3 = vld1q_f32(ktm0 + 12); ktm0 += 16; #if __aarch64__ _sum0123 = vmlaq_laneq_f32(_sum0123, _ktm0, _bb2p0, 0); _sum0123 = vmlaq_laneq_f32(_sum0123, _ktm1, _bb2p0, 1); _sum0123 = vmlaq_laneq_f32(_sum0123, _ktm2, _bb2p0, 2); _sum0123 = vmlaq_laneq_f32(_sum0123, _ktm3, _bb2p0, 3); #else _sum0123 = vmlaq_lane_f32(_sum0123, _ktm0, vget_low_f32(_bb2p0), 0); _sum0123 = vmlaq_lane_f32(_sum0123, _ktm1, vget_low_f32(_bb2p0), 1); _sum0123 = vmlaq_lane_f32(_sum0123, _ktm2, vget_high_f32(_bb2p0), 0); _sum0123 = vmlaq_lane_f32(_sum0123, _ktm3, vget_high_f32(_bb2p0), 1); #endif // __aarch64__ } for (; q<inch; q++) { float32x4_t _bb2p0 = vld1q_dup_f32(bb2p0); float32x4_t _ktm0 = vld1q_f32(ktm0); _sum0123 = vmlaq_f32(_sum0123, _bb2p0, _ktm0); bb2p0 += 1; ktm0 += 4; } float sum0 = vgetq_lane_f32(_sum0123, 0); float sum1 = vgetq_lane_f32(_sum0123, 1); float sum2 = vgetq_lane_f32(_sum0123, 2); float sum3 = vgetq_lane_f32(_sum0123, 3); #else float sum0 = 0.f; float sum1 = 0.f; float sum2 = 0.f; float sum3 = 0.f; for (int q=0; q<inch; q++) { sum0 += bb2p0[0] * ktm0[0]; sum1 += bb2p0[0] * ktm0[1]; sum2 += bb2p0[0] * ktm0[2]; sum3 += bb2p0[0] * ktm0[3]; bb2p0 += 1; ktm0 += 4; } #endif // __ARM_NEON output0_tm[0] = sum0; output1_tm[0] = sum1; output2_tm[0] = sum2; output3_tm[0] = sum3; output0_tm += 1; output1_tm += 1; output2_tm += 1; output3_tm += 1; } } } remain_outch_start += nn_outch << 2; #pragma omp parallel for num_threads(opt.num_threads) for (int p=remain_outch_start; p<outch; p++) { #if __ARM_NEON && __aarch64__ const Mat kernel_tm0 = kernel_tm.channel(p/8+(p%8)/4+p%4); #else const Mat kernel_tm0 = kernel_tm.channel(p/4+p%4); #endif Mat out0_tm = top_blob_tm.channel(p); float* output0_tm = out0_tm; for (int r=0; r<64; r++) { const Mat bb2 = bottom_blob_tm2.channel(r); // tile int i=0; for (; i+7<tiles; i+=8) { const float* bb2p0 = bb2.row(i/8); const float* ktm0 = kernel_tm0.row(r); #if __ARM_NEON #if __aarch64__ asm volatile( "eor v8.16b, v8.16b, v8.16b \n" "eor v9.16b, v9.16b, v9.16b \n" // inch loop "lsr w4, %w6, #2 \n"// w4 = nn = inch >> 2 "cmp w4, #0 \n" "beq 1f \n" "0: \n" "prfm pldl1keep, [%1, #512] \n" "ld1 {v4.4s, v5.4s, v6.4s, v7.4s}, [%1], #64 \n" "prfm pldl1keep, [%2, #128] \n" "ld1 {v0.4s}, [%2], #16 \n" "fmla v8.4s, v4.4s, v0.s[0] \n" "fmla v9.4s, v5.4s, v0.s[0] \n" "fmla v8.4s, v6.4s, v0.s[1] \n" "fmla v9.4s, v7.4s, v0.s[1] \n" "prfm pldl1keep, [%1, #512] \n" "ld1 {v12.4s, v13.4s, v14.4s, v15.4s}, [%1], #64 \n" "fmla v8.4s, v12.4s, v0.s[2] \n" "fmla v9.4s, v13.4s, v0.s[2] \n" "fmla v8.4s, v14.4s, v0.s[3] \n" "fmla v9.4s, v15.4s, v0.s[3] \n" "subs w4, w4, #1 \n" "bne 0b \n" "1: \n" // remain loop "and w4, %w6, #3 \n"// w4 = remain = tiles & 3; "cmp w4, #0 \n" "beq 3f \n" "2: \n" "prfm pldl1keep, [%1, #256] \n" "ld1 {v4.4s, v5.4s}, [%1], #32 \n" "prfm pldl1keep, [%2, #32] \n" "ld1r {v0.4s}, [%2], #4 \n" "fmla v8.4s, v4.4s, v0.4s \n" "fmla v9.4s, v5.4s, v0.4s \n" "subs w4, w4, #1 \n" "bne 2b \n" "3: \n" "st1 {v8.4s, v9.4s}, [%0], #32 \n" : "=r"(output0_tm), // %0 "=r"(bb2p0), // %1 "=r"(ktm0) // %2 : "0"(output0_tm), "1"(bb2p0), "2"(ktm0), "r"(inch) // %6 : "cc", "memory", "x4", "v0", "v4", "v5", "v6", "v7", "v8", "v9", "v12", "v13", "v14", "v15" ); #else // __aarch64__ asm volatile( "veor q8, q8, q8 \n" "veor q9, q9, q9 \n" // inch loop "lsr r4, %6, #2 \n"// r4 = nn = inch >> 2 "cmp r4, #0 \n" "beq 1f \n" "0: \n" "pld [%1, #512] \n" "vldm %1!, {d8-d15} \n" // "vld1.f32 {d8-d11}, [%1 :128]! \n" // "vld1.f32 {d12-d15}, [%1 :128]! \n" "pld [%2, #128] \n" "vld1.f32 {d0-d1}, [%2 :128]! \n" "vmla.f32 q8, q4, d0[0] \n" "vmla.f32 q9, q5, d0[0] \n" "vmla.f32 q8, q6, d0[1] \n" "vmla.f32 q9, q7, d0[1] \n" "pld [%1, #512] \n" "vldm %1!, {d24-d31} \n" // "vld1.f32 {d24-d27}, [%1 :128]! \n" // "vld1.f32 {d28-d31}, [%1 :128]! \n" "subs r4, r4, #1 \n" "vmla.f32 q8, q12, d1[0] \n" "vmla.f32 q9, q13, d1[0] \n" "vmla.f32 q8, q14, d1[1] \n" "vmla.f32 q9, q15, d1[1] \n" "bne 0b \n" "1: \n" // remain loop "and r4, %6, #3 \n"// r4 = remain = tiles & 3; "cmp r4, #0 \n" "beq 3f \n" "2: \n" "pld [%1, #256] \n" "vld1.f32 {d8-d11}, [%1 :128]! \n" "pld [%2, #32] \n" "vld1.f32 {d0[],d1[]}, [%2]! \n" "subs r4, r4, #1 \n" "vmla.f32 q8, q4, q0 \n" "vmla.f32 q9, q5, q0 \n" "bne 2b \n" "3: \n" "vst1.f32 {d16-d19}, [%0]! \n" : "=r"(output0_tm), // %0 "=r"(bb2p0), // %1 "=r"(ktm0) // %2 : "0"(output0_tm), "1"(bb2p0), "2"(ktm0), "r"(inch) // %6 : "cc", "memory", "r4", "q0", "q4", "q5", "q6", "q7", "q8", "q9", "q12", "q13", "q14", "q15" ); #endif // __aarch64__ #else float sum0 = 0.f; float sum1 = 0.f; float sum2 = 0.f; float sum3 = 0.f; float sum4 = 0.f; float sum5 = 0.f; float sum6 = 0.f; float sum7 = 0.f; for (int q=0; q<inch; q++) { sum0 += bb2p0[0] * ktm0[0]; sum1 += bb2p0[1] * ktm0[0]; sum2 += bb2p0[2] * ktm0[0]; sum3 += bb2p0[3] * ktm0[0]; sum4 += bb2p0[4] * ktm0[0]; sum5 += bb2p0[5] * ktm0[0]; sum6 += bb2p0[6] * ktm0[0]; sum7 += bb2p0[7] * ktm0[0]; bb2p0 += 8; ktm0 += 1; } output0_tm[0] = sum0; output0_tm[1] = sum1; output0_tm[2] = sum2; output0_tm[3] = sum3; output0_tm[4] = sum4; output0_tm[5] = sum5; output0_tm[6] = sum6; output0_tm[7] = sum7; output0_tm += 8; #endif // __ARM_NEON } for (; i+3<tiles; i+=4) { const float* bb2p0 = bb2.row(i/8+(i%8)/4); const float* ktm0 = kernel_tm0.row(r); #if __ARM_NEON #if __aarch64__ asm volatile( "eor v8.16b, v8.16b, v8.16b \n" // inch loop "lsr w4, %w6, #2 \n"// w4 = nn = inch >> 2 "cmp w4, #0 \n" "beq 1f \n" "0: \n" "prfm pldl1keep, [%4, #512] \n" "ld1 {v4.4s, v5.4s, v6.4s, v7.4s}, [%4], #64 \n" "prfm pldl1keep, [%5, #128] \n" "ld1 {v0.4s}, [%5], #16 \n" "fmla v8.4s, v4.4s, v0.s[0] \n" "fmla v8.4s, v5.4s, v0.s[1] \n" "fmla v8.4s, v6.4s, v0.s[2] \n" "fmla v8.4s, v7.4s, v0.s[3] \n" "subs w4, w4, #1 \n" "bne 0b \n" "1: \n" // remain loop "and w4, %w6, #3 \n"// w4 = remain = tiles & 3; "cmp w4, #0 \n" "beq 3f \n" "2: \n" "prfm pldl1keep, [%4, #128] \n" "ld1 {v4.4s}, [%4], #16 \n" "prfm pldl1keep, [%5, #32] \n" "ld1r {v0.4s}, [%5], #4 \n" "fmla v8.4s, v4.4s, v0.4s \n" "subs w4, w4, #1 \n" "bne 2b \n" "3: \n" "st1 {v8.4s}, [%0], #16 \n" : "=r"(output0_tm), // %0 "=r"(bb2p0), // %1 "=r"(ktm0) // %2 : "0"(output0_tm), "1"(bb2p0), "2"(ktm0), "r"(inch) // %6 : "cc", "memory", "x4", "v0", "v4", "v5", "v6", "v7", "v8" ); #else // __aarch64__ asm volatile( "veor q8, q8, q8 \n" // inch loop "lsr r4, %6, #2 \n"// r4 = nn = inch >> 2 "cmp r4, #0 \n" "beq 1f \n" "0: \n" "pld [%4, #512] \n" "vldm %4!, {d8-d15} \n" // "vld1.f32 {d8-d11}, [%4 :128]! \n" // "vld1.f32 {d12-d15}, [%4 :128]! \n" "pld [%5, #128] \n" "vld1.f32 {d0-d1}, [%5 :128]! \n" "subs r4, r4, #1 \n" "vmla.f32 q8, q4, d0[0] \n" "vmla.f32 q8, q5, d0[1] \n" "vmla.f32 q8, q6, d1[0] \n" "vmla.f32 q8, q7, d1[1] \n" "bne 0b \n" "1: \n" // remain loop "and r4, %6, #3 \n"// r4 = remain = tiles & 3; "cmp r4, #0 \n" "beq 3f \n" "2: \n" "pld [%4, #128] \n" "vld1.f32 {d8-d9}, [%4]! \n" "pld [%5, #32] \n" "vld1.f32 {d0[],d1[]}, [%5]! \n" "subs r4, r4, #1 \n" "vmla.f32 q8, q4, q0 \n" "bne 2b \n" "3: \n" "vst1.f32 {d16-d17}, [%0]! \n" : "=r"(output0_tm), // %0 "=r"(bb2p0), // %1 "=r"(ktm0) // %2 : "0"(output0_tm), "1"(bb2p0), "2"(ktm0), "r"(inch) // %6 : "cc", "memory", "r4", "q0", "q4", "q5", "q6", "q7", "q8" ); #endif // __aarch64__ #else float sum0 = 0.f; float sum1 = 0.f; float sum2 = 0.f; float sum3 = 0.f; for (int q=0; q<inch; q++) { sum0 += bb2p0[0] * ktm0[0]; sum1 += bb2p0[1] * ktm0[0]; sum2 += bb2p0[2] * ktm0[0]; sum3 += bb2p0[3] * ktm0[0]; bb2p0 += 4; ktm0 += 1; } output0_tm[0] = sum0; output0_tm[1] = sum1; output0_tm[2] = sum2; output0_tm[3] = sum3; output0_tm += 4; #endif // __ARM_NEON } for (; i<tiles; i++) { const float* bb2p0 = bb2.row(i/8+(i%8)/4+i%4); const float* ktm0 = kernel_tm0.row(r); int q=0; #if __ARM_NEON float32x4_t _sum0 = vdupq_n_f32(0.f); for (; q+3<inch; q+=4) { // asm volatile("prfm pldl1keep, [%0, #128] \n" : :"r"(bb2p0) :); float32x4_t _bb2p0 = vld1q_f32(bb2p0); bb2p0 += 4; float32x4_t _ktm0 = vld1q_f32(ktm0); ktm0 += 4; _sum0 = vmlaq_f32(_sum0, _bb2p0, _ktm0); } #if __aarch64__ float sum0 = vaddvq_f32(_sum0); #else float32x2_t _ss0 = vadd_f32(vget_low_f32(_sum0), vget_high_f32(_sum0)); float sum0 = vget_lane_f32(vpadd_f32(_ss0, _ss0), 0); #endif // __aarch64__ #else float sum0 = 0.f; #endif for (; q<inch; q++) { sum0 += bb2p0[0] * ktm0[0]; bb2p0 += 1; ktm0 += 1; } output0_tm[0] = sum0; output0_tm += 1; } } } } bottom_blob_tm = Mat(); // END dot // BEGIN transform output Mat top_blob_bordered; top_blob_bordered.create(outw, outh, outch, 4u, opt.workspace_allocator); { // const float otm[6][8] = { // {1.0f, 1.0f, 1.0f, 1.0f, 1.0f, 32.0f, 32.0f, 0.0f}, // {0.0f, 1.0f, -1.0f, 2.0f, -2.0f, 16.0f,-16.0f, 0.0f}, // {0.0f, 1.0f, 1.0f, 4.0f, 4.0f, 8.0f, 8.0f, 0.0f}, // {0.0f, 1.0f, -1.0f, 8.0f, -8.0f, 4.0f, -4.0f, 0.0f}, // {0.0f, 1.0f, 1.0f, 16.0f, 16.0f, 2.0f, 2.0f, 0.0f}, // {0.0f, 1.0f, -1.0f, 32.0f, -32.0f, 1.0f, -1.0f, 1.0f} // }; // 0 = r0 + (r1 + r2) + (r3 + r4) + (r5 + r6) * 32 // 1 = (r1 - r2) + (r3 - r4) * 2 + (r5 - r6) * 16 // 2 = (r1 + r2) + (r3 + r4) * 4 + (r5 + r6) * 8 // 3 = (r1 - r2) + (r3 - r4) * 8 + (r5 - r6) * 4 // 4 = (r1 + r2) + (r3 + r4) * 16+ (r5 + r6) * 2 // 5 = r7 + (r1 - r2) + (r3 - r4) * 32+ (r5 - r6) #if __ARM_NEON const float coeff[4] = { 4.f, 8.f, 16.f, 32.f }; float32x4_t _coeff = vld1q_f32(coeff); #endif // __ARM_NEON int w_tm = outw / 6 * 8; int h_tm = outh / 6 * 8; const int tiles = w_tm/8 * h_tm/8; #pragma omp parallel for num_threads(opt.num_threads) for (int p = 0; p<outch; p++) { const Mat out0_tm = top_blob_tm.channel(p); Mat out0 = top_blob_bordered.channel(p); const float bias0 = bias ? bias[p] : 0.f; #if __ARM_NEON float32x2_t _bias0 = vdup_n_f32(bias0); #endif // __ARM_NEON float tmp[6][8]; // tile for (int i=0; i<outh/6; i++) { for (int j=0; j<outw/6; j++) { #if __ARM_NEON #if __aarch64__ const float* output0_tm0 = out0_tm.row(i * w_tm/8 + j); const float* output0_tm1 = out0_tm.row(i * w_tm/8 + j + tiles*8); const float* output0_tm2 = out0_tm.row(i * w_tm/8 + j + tiles*16); const float* output0_tm3 = out0_tm.row(i * w_tm/8 + j + tiles*24); for (int m=0; m+3<8; m+=4) { float32x4_t _output0_tm_00; float32x4_t _output0_tm_11; float32x4_t _output0_tm_22; float32x4_t _output0_tm_33; float32x4_t _output0_tm_44; float32x4_t _output0_tm_55; float32x4_t _output0_tm_66; float32x4_t _output0_tm_77; _output0_tm_00 = vsetq_lane_f32(output0_tm0[0], _output0_tm_00, 0); output0_tm0 += out0_tm.w * tiles; _output0_tm_00 = vsetq_lane_f32(output0_tm1[0], _output0_tm_00, 1); output0_tm1 += out0_tm.w * tiles; _output0_tm_00 = vsetq_lane_f32(output0_tm2[0], _output0_tm_00, 2); output0_tm2 += out0_tm.w * tiles; _output0_tm_00 = vsetq_lane_f32(output0_tm3[0], _output0_tm_00, 3); output0_tm3 += out0_tm.w * tiles; _output0_tm_11 = vsetq_lane_f32(output0_tm0[0], _output0_tm_11, 0); output0_tm0 += out0_tm.w * tiles; _output0_tm_11 = vsetq_lane_f32(output0_tm1[0], _output0_tm_11, 1); output0_tm1 += out0_tm.w * tiles; _output0_tm_11 = vsetq_lane_f32(output0_tm2[0], _output0_tm_11, 2); output0_tm2 += out0_tm.w * tiles; _output0_tm_11 = vsetq_lane_f32(output0_tm3[0], _output0_tm_11, 3); output0_tm3 += out0_tm.w * tiles; _output0_tm_22 = vsetq_lane_f32(output0_tm0[0], _output0_tm_22, 0); output0_tm0 += out0_tm.w * tiles; _output0_tm_22 = vsetq_lane_f32(output0_tm1[0], _output0_tm_22, 1); output0_tm1 += out0_tm.w * tiles; _output0_tm_22 = vsetq_lane_f32(output0_tm2[0], _output0_tm_22, 2); output0_tm2 += out0_tm.w * tiles; _output0_tm_22 = vsetq_lane_f32(output0_tm3[0], _output0_tm_22, 3); output0_tm3 += out0_tm.w * tiles; _output0_tm_33 = vsetq_lane_f32(output0_tm0[0], _output0_tm_33, 0); output0_tm0 += out0_tm.w * tiles; _output0_tm_33 = vsetq_lane_f32(output0_tm1[0], _output0_tm_33, 1); output0_tm1 += out0_tm.w * tiles; _output0_tm_33 = vsetq_lane_f32(output0_tm2[0], _output0_tm_33, 2); output0_tm2 += out0_tm.w * tiles; _output0_tm_33 = vsetq_lane_f32(output0_tm3[0], _output0_tm_33, 3); output0_tm3 += out0_tm.w * tiles; _output0_tm_44 = vsetq_lane_f32(output0_tm0[0], _output0_tm_44, 0); output0_tm0 += out0_tm.w * tiles; _output0_tm_44 = vsetq_lane_f32(output0_tm1[0], _output0_tm_44, 1); output0_tm1 += out0_tm.w * tiles; _output0_tm_44 = vsetq_lane_f32(output0_tm2[0], _output0_tm_44, 2); output0_tm2 += out0_tm.w * tiles; _output0_tm_44 = vsetq_lane_f32(output0_tm3[0], _output0_tm_44, 3); output0_tm3 += out0_tm.w * tiles; _output0_tm_55 = vsetq_lane_f32(output0_tm0[0], _output0_tm_55, 0); output0_tm0 += out0_tm.w * tiles; _output0_tm_55 = vsetq_lane_f32(output0_tm1[0], _output0_tm_55, 1); output0_tm1 += out0_tm.w * tiles; _output0_tm_55 = vsetq_lane_f32(output0_tm2[0], _output0_tm_55, 2); output0_tm2 += out0_tm.w * tiles; _output0_tm_55 = vsetq_lane_f32(output0_tm3[0], _output0_tm_55, 3); output0_tm3 += out0_tm.w * tiles; _output0_tm_66 = vsetq_lane_f32(output0_tm0[0], _output0_tm_66, 0); output0_tm0 += out0_tm.w * tiles; _output0_tm_66 = vsetq_lane_f32(output0_tm1[0], _output0_tm_66, 1); output0_tm1 += out0_tm.w * tiles; _output0_tm_66 = vsetq_lane_f32(output0_tm2[0], _output0_tm_66, 2); output0_tm2 += out0_tm.w * tiles; _output0_tm_66 = vsetq_lane_f32(output0_tm3[0], _output0_tm_66, 3); output0_tm3 += out0_tm.w * tiles; _output0_tm_77 = vsetq_lane_f32(output0_tm0[0], _output0_tm_77, 0); _output0_tm_77 = vsetq_lane_f32(output0_tm1[0], _output0_tm_77, 1); _output0_tm_77 = vsetq_lane_f32(output0_tm2[0], _output0_tm_77, 2); _output0_tm_77 = vsetq_lane_f32(output0_tm3[0], _output0_tm_77, 3); float32x4_t _tmp024a = vaddq_f32(_output0_tm_11, _output0_tm_22); float32x4_t _tmp135a = vsubq_f32(_output0_tm_11, _output0_tm_22); float32x4_t _tmp024b = vaddq_f32(_output0_tm_33, _output0_tm_44); float32x4_t _tmp135b = vsubq_f32(_output0_tm_33, _output0_tm_44); float32x4_t _tmp024c = vaddq_f32(_output0_tm_55, _output0_tm_66); float32x4_t _tmp135c = vsubq_f32(_output0_tm_55, _output0_tm_66); float32x4_t _tmp0 = vaddq_f32(_output0_tm_00, _tmp024a); _tmp0 = vmlaq_lane_f32(_tmp0, _tmp024c, vget_high_f32(_coeff), 1); _tmp0 = vaddq_f32(_tmp0, _tmp024b); float32x4_t _tmp2 = vmlaq_lane_f32(_tmp024a, _tmp024b, vget_low_f32(_coeff), 0); _tmp2 = vmlaq_lane_f32(_tmp2, _tmp024c, vget_low_f32(_coeff), 1); float32x4_t _tmp4 = vmlaq_lane_f32(_tmp024a, _tmp024b, vget_high_f32(_coeff), 0); _tmp4 = vaddq_f32(_tmp4, _tmp024c); _tmp4 = vaddq_f32(_tmp4, _tmp024c); vst1q_f32(&tmp[0][m], _tmp0); vst1q_f32(&tmp[2][m], _tmp2); vst1q_f32(&tmp[4][m], _tmp4); float32x4_t _tmp1 = vmlaq_lane_f32(_tmp135a, _tmp135c, vget_high_f32(_coeff), 0); _tmp1 = vaddq_f32(_tmp1, _tmp135b); _tmp1 = vaddq_f32(_tmp1, _tmp135b); float32x4_t _tmp3 = vmlaq_lane_f32(_tmp135a, _tmp135b, vget_low_f32(_coeff), 1); _tmp3 = vmlaq_lane_f32(_tmp3, _tmp135c, vget_low_f32(_coeff), 0); float32x4_t _tmp5 = vaddq_f32(_output0_tm_77, _tmp135a); _tmp5 = vmlaq_lane_f32(_tmp5, _tmp135b, vget_high_f32(_coeff), 1); _tmp5 = vaddq_f32(_tmp5, _tmp135c); vst1q_f32(&tmp[1][m], _tmp1); vst1q_f32(&tmp[3][m], _tmp3); vst1q_f32(&tmp[5][m], _tmp5); output0_tm0 += out0_tm.w*tiles*25; output0_tm1 += out0_tm.w*tiles*25; output0_tm2 += out0_tm.w*tiles*25; output0_tm3 += out0_tm.w*tiles*25; } const float* t0 = tmp[0]; const float* t1 = tmp[1]; float* output0 = out0.row(i * 6) + j * 6; float* output1 = output0 + outw; for (int m=0; m+1<6; m+=2) { float32x4_t _t0_0123 = vld1q_f32(t0); float32x4_t _t0_4567 = vld1q_f32(t0+4); float32x4_t _t1_0123 = vld1q_f32(t1); float32x4_t _t1_4567 = vld1q_f32(t1+4); float32x4x2_t _t01_00221133 = vtrnq_f32(_t0_0123, _t1_0123); float32x4x2_t _t01_44665577 = vtrnq_f32(_t0_4567, _t1_4567); float32x2_t _t_00 = vget_low_f32(_t01_00221133.val[0]); float32x2_t _t_11 = vget_low_f32(_t01_00221133.val[1]); float32x2_t _t_22 = vget_high_f32(_t01_00221133.val[0]); float32x2_t _t_33 = vget_high_f32(_t01_00221133.val[1]); float32x2_t _t_44 = vget_low_f32(_t01_44665577.val[0]); float32x2_t _t_55 = vget_low_f32(_t01_44665577.val[1]); float32x2_t _t_66 = vget_high_f32(_t01_44665577.val[0]); float32x2_t _t_77 = vget_high_f32(_t01_44665577.val[1]); float32x2_t _tmp024a = vadd_f32(_t_11, _t_22); float32x2_t _tmp135a = vsub_f32(_t_11, _t_22); float32x2_t _tmp024b = vadd_f32(_t_33, _t_44); float32x2_t _tmp135b = vsub_f32(_t_33, _t_44); float32x2_t _tmp024c = vadd_f32(_t_55, _t_66); float32x2_t _tmp135c = vsub_f32(_t_55, _t_66); float32x2_t _output_0 = vadd_f32(_t_00, _tmp024a); _output_0 = vmla_lane_f32(_output_0, _tmp024c, vget_high_f32(_coeff), 1); _output_0 = vadd_f32(_output_0, _tmp024b); _output_0 = vadd_f32(_output_0, _bias0); float32x2_t _output_2 = vmla_lane_f32(_tmp024a, _tmp024b, vget_low_f32(_coeff), 0); _output_2 = vmla_lane_f32(_output_2, _tmp024c, vget_low_f32(_coeff), 1); _output_2 = vadd_f32(_output_2, _bias0); float32x2_t _output_4 = vmla_lane_f32(_tmp024a, _tmp024b, vget_high_f32(_coeff), 0); _output_4 = vadd_f32(_output_4, _tmp024c); _output_4 = vadd_f32(_output_4, _tmp024c); _output_4 = vadd_f32(_output_4, _bias0); output0[0] = vget_lane_f32(_output_0, 0); output1[0] = vget_lane_f32(_output_0, 1); output0[2] = vget_lane_f32(_output_2, 0); output1[2] = vget_lane_f32(_output_2, 1); output0[4] = vget_lane_f32(_output_4, 0); output1[4] = vget_lane_f32(_output_4, 1); float32x2_t _output_1 = vmla_lane_f32(_tmp135a, _tmp135c, vget_high_f32(_coeff), 0); _output_1 = vadd_f32(_output_1, _tmp135b); _output_1 = vadd_f32(_output_1, _tmp135b); _output_1 = vadd_f32(_output_1, _bias0); float32x2_t _output_3 = vmla_lane_f32(_tmp135a, _tmp135b, vget_low_f32(_coeff), 1); _output_3 = vmla_lane_f32(_output_3, _tmp135c, vget_low_f32(_coeff), 0); _output_3 = vadd_f32(_output_3, _bias0); float32x2_t _output_5 = vadd_f32(_t_77, _tmp135a); _output_5 = vmla_lane_f32(_output_5, _tmp135b, vget_high_f32(_coeff), 1); _output_5 = vadd_f32(_output_5, _tmp135c); _output_5 = vadd_f32(_output_5, _bias0); output0[1] = vget_lane_f32(_output_1, 0); output1[1] = vget_lane_f32(_output_1, 1); output0[3] = vget_lane_f32(_output_3, 0); output1[3] = vget_lane_f32(_output_3, 1); output0[5] = vget_lane_f32(_output_5, 0); output1[5] = vget_lane_f32(_output_5, 1); t0 += 8*2; t1 += 8*2; output0 += outw*2; output1 += outw*2; } #else // __aarch64__ const float* output0_tm0_0 = out0_tm.row(i * w_tm/8 + j); const float* output0_tm1_0 = out0_tm.row(i * w_tm/8 + j + tiles*8); const float* output0_tm2_0 = out0_tm.row(i * w_tm/8 + j + tiles*16); const float* output0_tm3_0 = out0_tm.row(i * w_tm/8 + j + tiles*24); const float* output0_tm0_4 = out0_tm.row(i * w_tm/8 + j + tiles*32); const float* output0_tm1_4 = out0_tm.row(i * w_tm/8 + j + tiles*40); const float* output0_tm2_4 = out0_tm.row(i * w_tm/8 + j + tiles*48); const float* output0_tm3_4 = out0_tm.row(i * w_tm/8 + j + tiles*56); float* t0 = tmp[0]; float* t1 = tmp[1]; // int step = out0_tm.w * tiles * 2*4 *4; int step = out0_tm.w * tiles *4; asm volatile( // loop0 // "vld1.f32 {d16-d17}, [%2], %21 \n" // "vld1.f32 {d18-d19}, [%3], %21 \n" // "vld1.f32 {d20-d21}, [%4], %21 \n" // "vld1.f32 {d22-d23}, [%5], %21 \n" // "vld1.f32 {d24-d25}, [%6], %21 \n" // "vld1.f32 {d26-d27}, [%7], %21 \n" // "vld1.f32 {d28-d29}, [%8], %21 \n" // "vld1.f32 {d30-d31}, [%9], %21 \n" // "vtrn.32 q8, q10 \n" // "vtrn.32 q9, q11 \n" // "vtrn.32 q12, q14 \n" // "vtrn.32 q13, q15 \n" // "vswp d17, d24 \n" // "vswp d19, d26 \n" // "vswp d21, d28 \n"// q8 = 00 q9 = 44 q10 = 11 q11 = 55 // "vswp d23, d30 \n"// q12 = 22 q13 = 66 q14 = 33 q15 = 77 "vld1.f32 {d16[0]}, [%2], %21 \n" "vld1.f32 {d16[1]}, [%3], %21 \n" "vld1.f32 {d17[0]}, [%4], %21 \n" "vld1.f32 {d17[1]}, [%5], %21 \n" "vld1.f32 {d20[0]}, [%2], %21 \n" "vld1.f32 {d20[1]}, [%3], %21 \n" "vld1.f32 {d21[0]}, [%4], %21 \n" "vld1.f32 {d21[1]}, [%5], %21 \n" "vld1.f32 {d24[0]}, [%2], %21 \n" "vld1.f32 {d24[1]}, [%3], %21 \n" "vld1.f32 {d25[0]}, [%4], %21 \n" "vld1.f32 {d25[1]}, [%5], %21 \n" "vadd.f32 q2, q10, q12 \n" "vsub.f32 q3, q10, q12 \n" "vld1.f32 {d28[0]}, [%2], %21 \n" "vld1.f32 {d28[1]}, [%3], %21 \n" "vld1.f32 {d29[0]}, [%4], %21 \n" "vld1.f32 {d29[1]}, [%5], %21 \n" "vld1.f32 {d18[0]}, [%2], %21 \n" "vld1.f32 {d18[1]}, [%3], %21 \n" "vld1.f32 {d19[0]}, [%4], %21 \n" "vld1.f32 {d19[1]}, [%5], %21 \n" "vadd.f32 q4, q14, q9 \n" "vsub.f32 q5, q14, q9 \n" "vld1.f32 {d22[0]}, [%2], %21 \n" "vld1.f32 {d22[1]}, [%3], %21 \n" "vld1.f32 {d23[0]}, [%4], %21 \n" "vld1.f32 {d23[1]}, [%5], %21 \n" "vld1.f32 {d26[0]}, [%2], %21 \n" "vld1.f32 {d26[1]}, [%3], %21 \n" "vld1.f32 {d27[0]}, [%4], %21 \n" "vld1.f32 {d27[1]}, [%5], %21 \n" "vadd.f32 q6, q11, q13 \n" "vsub.f32 q7, q11, q13 \n"// spare q9 q10 q11 q12 q13 q14 "vld1.f32 {d30[0]}, [%2] \n" "vld1.f32 {d30[1]}, [%3] \n" "vld1.f32 {d31[0]}, [%4] \n" "vld1.f32 {d31[1]}, [%5] \n" "vmov q9, q3 \n" "vadd.f32 q8, q8, q2 \n" "vmla.f32 q9, q7, %f20[0] \n" "vmov q12, q2 \n" "vmov q10, q2 \n" "vmov q11, q3 \n" "vmla.f32 q12, q4, %f20[0] \n" "vadd.f32 q15, q15, q3 \n" "vmla.f32 q8, q6, %f20[1] \n" "vadd.f32 q9, q9, q5 \n" "vmla.f32 q10, q4, %e20[0] \n" "vmla.f32 q11, q5, %e20[1] \n" "vadd.f32 q12, q12, q6 \n" "vmla.f32 q15, q5, %f20[1] \n" "vadd.f32 q8, q8, q4 \n" "vadd.f32 q9, q9, q5 \n" "vmla.f32 q10, q6, %e20[1] \n" "vmla.f32 q11, q7, %e20[0] \n" "vadd.f32 q12, q12, q6 \n" "vadd.f32 q15, q15, q7 \n" "vst1.f32 {d16-d17}, [%0] \n" "add %0, %0, #64 \n" "vst1.f32 {d18-d19}, [%1] \n" "add %1, %1, #64 \n" "vst1.f32 {d20-d21}, [%0] \n" "add %0, %0, #64 \n" "vst1.f32 {d22-d23}, [%1] \n" "add %1, %1, #64 \n" "vst1.f32 {d24-d25}, [%0] \n" "sub %0, %0, #112 \n" "vst1.f32 {d30-d31}, [%1] \n" "sub %1, %1, #112 \n" // loop1 // "vld1.f32 {d16-d17}, [%2] \n" // "vld1.f32 {d18-d19}, [%3] \n" // "vld1.f32 {d20-d21}, [%4] \n" // "vld1.f32 {d22-d23}, [%5] \n" // "vld1.f32 {d24-d25}, [%6] \n" // "vld1.f32 {d26-d27}, [%7] \n" // "vld1.f32 {d28-d29}, [%8] \n" // "vld1.f32 {d30-d31}, [%9] \n" // "vtrn.32 q8, q10 \n" // "vtrn.32 q9, q11 \n" // "vtrn.32 q12, q14 \n" // "vtrn.32 q13, q15 \n" // "vswp d17, d24 \n" // "vswp d19, d26 \n" // "vswp d21, d28 \n"// q8 = 00 q9 = 44 q10 = 11 q11 = 55 // "vswp d23, d30 \n"// q12 = 22 q13 = 66 q14 = 33 q15 = 77 "vld1.f32 {d16[0]}, [%6], %21 \n" "vld1.f32 {d16[1]}, [%7], %21 \n" "vld1.f32 {d17[0]}, [%8], %21 \n" "vld1.f32 {d17[1]}, [%9], %21 \n" "vld1.f32 {d20[0]}, [%6], %21 \n" "vld1.f32 {d20[1]}, [%7], %21 \n" "vld1.f32 {d21[0]}, [%8], %21 \n" "vld1.f32 {d21[1]}, [%9], %21 \n" "vld1.f32 {d24[0]}, [%6], %21 \n" "vld1.f32 {d24[1]}, [%7], %21 \n" "vld1.f32 {d25[0]}, [%8], %21 \n" "vld1.f32 {d25[1]}, [%9], %21 \n" "vadd.f32 q2, q10, q12 \n" "vsub.f32 q3, q10, q12 \n" "vld1.f32 {d28[0]}, [%6], %21 \n" "vld1.f32 {d28[1]}, [%7], %21 \n" "vld1.f32 {d29[0]}, [%8], %21 \n" "vld1.f32 {d29[1]}, [%9], %21 \n" "vld1.f32 {d18[0]}, [%6], %21 \n" "vld1.f32 {d18[1]}, [%7], %21 \n" "vld1.f32 {d19[0]}, [%8], %21 \n" "vld1.f32 {d19[1]}, [%9], %21 \n" "vadd.f32 q4, q14, q9 \n" "vsub.f32 q5, q14, q9 \n" "vld1.f32 {d22[0]}, [%6], %21 \n" "vld1.f32 {d22[1]}, [%7], %21 \n" "vld1.f32 {d23[0]}, [%8], %21 \n" "vld1.f32 {d23[1]}, [%9], %21 \n" "vld1.f32 {d26[0]}, [%6], %21 \n" "vld1.f32 {d26[1]}, [%7], %21 \n" "vld1.f32 {d27[0]}, [%8], %21 \n" "vld1.f32 {d27[1]}, [%9], %21 \n" "vadd.f32 q6, q11, q13 \n" "vsub.f32 q7, q11, q13 \n"// spare q9 q10 q11 q12 q13 q14 "vld1.f32 {d30[0]}, [%6] \n" "vld1.f32 {d30[1]}, [%7] \n" "vld1.f32 {d31[0]}, [%8] \n" "vld1.f32 {d31[1]}, [%9] \n" "vmov q9, q3 \n" "vadd.f32 q8, q8, q2 \n" "vmla.f32 q9, q7, %f20[0] \n" "vmov q12, q2 \n" "vmov q10, q2 \n" "vmov q11, q3 \n" "vmla.f32 q12, q4, %f20[0] \n" "vadd.f32 q15, q15, q3 \n" "vmla.f32 q8, q6, %f20[1] \n" "vadd.f32 q9, q9, q5 \n" "vmla.f32 q10, q4, %e20[0] \n" "vmla.f32 q11, q5, %e20[1] \n" "vadd.f32 q12, q12, q6 \n" "vmla.f32 q15, q5, %f20[1] \n" "vadd.f32 q8, q8, q4 \n" "vadd.f32 q9, q9, q5 \n" "vmla.f32 q10, q6, %e20[1] \n" "vmla.f32 q11, q7, %e20[0] \n" "vadd.f32 q12, q12, q6 \n" "vadd.f32 q15, q15, q7 \n" "vst1.f32 {d16-d17}, [%0] \n" "add %0, %0, #64 \n" "vst1.f32 {d18-d19}, [%1] \n" "add %1, %1, #64 \n" "vst1.f32 {d20-d21}, [%0] \n" "add %0, %0, #64 \n" "vst1.f32 {d22-d23}, [%1] \n" "add %1, %1, #64 \n" "vst1.f32 {d24-d25}, [%0] \n" "vst1.f32 {d30-d31}, [%1] \n" : "=r"(t0), // %0 "=r"(t1), // %1 "=r"(output0_tm0_0), // %2 "=r"(output0_tm1_0), // %3 "=r"(output0_tm2_0), // %4 "=r"(output0_tm3_0), // %5 "=r"(output0_tm0_4), // %6 "=r"(output0_tm1_4), // %7 "=r"(output0_tm2_4), // %8 "=r"(output0_tm3_4) // %9 : "0"(t0), "1"(t1), "2"(output0_tm0_0), "3"(output0_tm1_0), "4"(output0_tm2_0), "5"(output0_tm3_0), "6"(output0_tm0_4), "7"(output0_tm1_4), "8"(output0_tm2_4), "9"(output0_tm3_4), "w"(_coeff), // %20 "r"(step) // %21 : "memory", "q2", "q3", "q4", "q5", "q6", "q7", "q8", "q9", "q10", "q11", "q12", "q13", "q14", "q15" ); t0 = tmp[0]; t1 = tmp[1]; float* output0 = out0.row(i * 6) + j * 6; float* output1 = output0 + outw; int stepw = outw*2 * 4; asm volatile( // loop0 "vld1.f32 {d16-d19}, [%2] \n" "vld1.f32 {d20-d23}, [%3] \n" "add %2, %2, #64 \n" "add %3, %3, #64 \n" "vtrn.32 q8, q10 \n"// q8 = 0 2 q10 = 1 3 "vtrn.32 q9, q11 \n"// q9 = 4 6 q11 = 5 7 "vadd.f32 d4, d20, d17 \n" "vsub.f32 d5, d20, d17 \n" "vadd.f32 d6, d21, d18 \n" "vsub.f32 d7, d21, d18 \n" "vadd.f32 d8, d22, d19 \n" "vsub.f32 d9, d22, d19 \n"// spare d17 ~ d22 "vmov d20, d5 \n" "vmov d18, d4 \n" "vadd.f32 d16, d16, d4 \n" "vmla.f32 d20, d9, %f8[0] \n" "vmov d17, d4 \n" "vmov d21, d5 \n" "vmla.f32 d18, d6, %f8[0] \n" "vadd.f32 d22, d23, d5 \n" "vmla.f32 d16, d8, %f8[1] \n" "vadd.f32 d20, d20, d7 \n" "vmla.f32 d17, d6, %e8[0] \n" "vmla.f32 d21, d7, %e8[1] \n" "vadd.f32 d18, d18, d8 \n" "vmla.f32 d22, d7, %f8[1] \n" "vadd.f32 d16, d16, d6 \n" "vadd.f32 d20, d20, d7 \n" "vmla.f32 d17, d8, %e8[1] \n" "vmla.f32 d21, d9, %e8[0] \n" "vadd.f32 d18, d18, d8 \n" "vadd.f32 d22, d22, d9 \n" "vadd.f32 d16, d16, %P9 \n"// _bias0 "vadd.f32 d20, d20, %P9 \n"// _bias0 "vadd.f32 d17, d17, %P9 \n"// _bias0 "vadd.f32 d21, d21, %P9 \n"// _bias0 "vadd.f32 d18, d18, %P9 \n"// _bias0 "vadd.f32 d22, d22, %P9 \n"// _bias0 "vtrn.f32 q8, q10 \n" "vtrn.f32 d18, d22 \n" "vst1.f32 {d16-d18}, [%0], %10 \n" "vst1.f32 {d20-d22}, [%1], %10 \n" // loop1 "vld1.f32 {d16-d19}, [%2] \n" "vld1.f32 {d20-d23}, [%3] \n" "add %2, %2, #64 \n" "add %3, %3, #64 \n" "vtrn.32 q8, q10 \n"// q8 = 0 2 q10 = 1 3 "vtrn.32 q9, q11 \n"// q9 = 4 6 q11 = 5 7 "vadd.f32 d4, d20, d17 \n" "vsub.f32 d5, d20, d17 \n" "vadd.f32 d6, d21, d18 \n" "vsub.f32 d7, d21, d18 \n" "vadd.f32 d8, d22, d19 \n" "vsub.f32 d9, d22, d19 \n"// spare d17 ~ d22 "vmov d20, d5 \n" "vmov d18, d4 \n" "vadd.f32 d16, d16, d4 \n" "vmla.f32 d20, d9, %f8[0] \n" "vmov d17, d4 \n" "vmov d21, d5 \n" "vmla.f32 d18, d6, %f8[0] \n" "vadd.f32 d22, d23, d5 \n" "vmla.f32 d16, d8, %f8[1] \n" "vadd.f32 d20, d20, d7 \n" "vmla.f32 d17, d6, %e8[0] \n" "vmla.f32 d21, d7, %e8[1] \n" "vadd.f32 d18, d18, d8 \n" "vmla.f32 d22, d7, %f8[1] \n" "vadd.f32 d16, d16, d6 \n" "vadd.f32 d20, d20, d7 \n" "vmla.f32 d17, d8, %e8[1] \n" "vmla.f32 d21, d9, %e8[0] \n" "vadd.f32 d18, d18, d8 \n" "vadd.f32 d22, d22, d9 \n" "vadd.f32 d16, d16, %P9 \n"// _bias0 "vadd.f32 d20, d20, %P9 \n"// _bias0 "vadd.f32 d17, d17, %P9 \n"// _bias0 "vadd.f32 d21, d21, %P9 \n"// _bias0 "vadd.f32 d18, d18, %P9 \n"// _bias0 "vadd.f32 d22, d22, %P9 \n"// _bias0 "vtrn.f32 q8, q10 \n" "vtrn.f32 d18, d22 \n" "vst1.f32 {d16-d18}, [%0], %10 \n" "vst1.f32 {d20-d22}, [%1], %10 \n" // loop2 "vld1.f32 {d16-d19}, [%2] \n" "vld1.f32 {d20-d23}, [%3] \n" "add %2, %2, #64 \n" "add %3, %3, #64 \n" "vtrn.32 q8, q10 \n"// q8 = 0 2 q10 = 1 3 "vtrn.32 q9, q11 \n"// q9 = 4 6 q11 = 5 7 "vadd.f32 d4, d20, d17 \n" "vsub.f32 d5, d20, d17 \n" "vadd.f32 d6, d21, d18 \n" "vsub.f32 d7, d21, d18 \n" "vadd.f32 d8, d22, d19 \n" "vsub.f32 d9, d22, d19 \n"// spare d17 ~ d22 "vmov d20, d5 \n" "vmov d18, d4 \n" "vadd.f32 d16, d16, d4 \n" "vmla.f32 d20, d9, %f8[0] \n" "vmov d17, d4 \n" "vmov d21, d5 \n" "vmla.f32 d18, d6, %f8[0] \n" "vadd.f32 d22, d23, d5 \n" "vmla.f32 d16, d8, %f8[1] \n" "vadd.f32 d20, d20, d7 \n" "vmla.f32 d17, d6, %e8[0] \n" "vmla.f32 d21, d7, %e8[1] \n" "vadd.f32 d18, d18, d8 \n" "vmla.f32 d22, d7, %f8[1] \n" "vadd.f32 d16, d16, d6 \n" "vadd.f32 d20, d20, d7 \n" "vmla.f32 d17, d8, %e8[1] \n" "vmla.f32 d21, d9, %e8[0] \n" "vadd.f32 d18, d18, d8 \n" "vadd.f32 d22, d22, d9 \n" "vadd.f32 d16, d16, %P9 \n"// _bias0 "vadd.f32 d20, d20, %P9 \n"// _bias0 "vadd.f32 d17, d17, %P9 \n"// _bias0 "vadd.f32 d21, d21, %P9 \n"// _bias0 "vadd.f32 d18, d18, %P9 \n"// _bias0 "vadd.f32 d22, d22, %P9 \n"// _bias0 "vtrn.f32 q8, q10 \n" "vtrn.f32 d18, d22 \n" "vst1.f32 {d16-d18}, [%0], %10 \n" "vst1.f32 {d20-d22}, [%1], %10 \n" : "=r"(output0), // %0 "=r"(output1), // %1 "=r"(t0), // %2 "=r"(t1) // %3 : "0"(output0), "1"(output1), "2"(t0), "3"(t1), "w"(_coeff), // %8 "w"(_bias0), // %9 "r"(stepw) // %10 : "memory", "q2", "q3", "q4", "q5", "q6", "q7", "q8", "q9", "q10", "q11", "q12", "q13", "q14", "q15" ); #endif // __aarch64__ #else const float* output0_tm_0 = out0_tm.row(i * w_tm/8 + j); const float* output0_tm_1 = out0_tm.row(i * w_tm/8 + j + tiles); const float* output0_tm_2 = out0_tm.row(i * w_tm/8 + j + tiles*2); const float* output0_tm_3 = out0_tm.row(i * w_tm/8 + j + tiles*3); const float* output0_tm_4 = out0_tm.row(i * w_tm/8 + j + tiles*4); const float* output0_tm_5 = out0_tm.row(i * w_tm/8 + j + tiles*5); const float* output0_tm_6 = out0_tm.row(i * w_tm/8 + j + tiles*6); const float* output0_tm_7 = out0_tm.row(i * w_tm/8 + j + tiles*7); for (int m=0; m<8; m++) { float tmp024a = output0_tm_1[0] + output0_tm_2[0]; float tmp135a = output0_tm_1[0] - output0_tm_2[0]; float tmp024b = output0_tm_3[0] + output0_tm_4[0]; float tmp135b = output0_tm_3[0] - output0_tm_4[0]; float tmp024c = output0_tm_5[0] + output0_tm_6[0]; float tmp135c = output0_tm_5[0] - output0_tm_6[0]; tmp[0][m] = output0_tm_0[0] + tmp024a + tmp024b + tmp024c * 32; tmp[2][m] = tmp024a + tmp024b * 4 + tmp024c * 8; tmp[4][m] = tmp024a + tmp024b * 16 + tmp024c + tmp024c; tmp[1][m] = tmp135a + tmp135b + tmp135b + tmp135c * 16; tmp[3][m] = tmp135a + tmp135b * 8 + tmp135c * 4; tmp[5][m] = output0_tm_7[0] + tmp135a + tmp135b * 32 + tmp135c; output0_tm_0 += out0_tm.w * tiles * 8; output0_tm_1 += out0_tm.w * tiles * 8; output0_tm_2 += out0_tm.w * tiles * 8; output0_tm_3 += out0_tm.w * tiles * 8; output0_tm_4 += out0_tm.w * tiles * 8; output0_tm_5 += out0_tm.w * tiles * 8; output0_tm_6 += out0_tm.w * tiles * 8; output0_tm_7 += out0_tm.w * tiles * 8; } float* output0 = out0.row(i * 6) + j * 6; for (int m=0; m<6; m++) { const float* tmp0 = tmp[m]; float tmp024a = tmp0[1] + tmp0[2]; float tmp135a = tmp0[1] - tmp0[2]; float tmp024b = tmp0[3] + tmp0[4]; float tmp135b = tmp0[3] - tmp0[4]; float tmp024c = tmp0[5] + tmp0[6]; float tmp135c = tmp0[5] - tmp0[6]; output0[0] = bias0 + tmp0[0] + tmp024a + tmp024b + tmp024c * 32; output0[2] = bias0 + tmp024a + tmp024b * 4 + tmp024c * 8; output0[4] = bias0 + tmp024a + tmp024b * 16 + tmp024c + tmp024c; output0[1] = bias0 + tmp135a + tmp135b + tmp135b + tmp135c * 16; output0[3] = bias0 + tmp135a + tmp135b * 8 + tmp135c * 4; output0[5] = bias0 + tmp0[7] + tmp135a + tmp135b * 32 + tmp135c; output0 += outw; } #endif // __ARM_NEON } } } } // END transform output // cut result pad copy_cut_border(top_blob_bordered, top_blob, 0, top_blob_bordered.h - top_blob.h, 0, top_blob_bordered.w - top_blob.w, opt.blob_allocator, opt.num_threads); } static void conv3x3s2_neon(const Mat& bottom_blob, Mat& top_blob, const Mat& _kernel, const Mat& _bias, const Option& opt) { int w = bottom_blob.w; int inch = bottom_blob.c; int outw = top_blob.w; int outh = top_blob.h; int outch = top_blob.c; const int tailstep = w - 2*outw + w; const float* kernel = _kernel; const float* bias = _bias; int nn_outch = outch >> 1; int remain_outch_start = nn_outch << 1; #pragma omp parallel for num_threads(opt.num_threads) for (int pp=0; pp<nn_outch; pp++) { int p = pp * 2; Mat out0 = top_blob.channel(p); Mat out1 = top_blob.channel(p+1); const float bias0 = bias ? bias[p] : 0.f; const float bias1 = bias ? bias[p+1] : 0.f; out0.fill(bias0); out1.fill(bias1); const float* k0 = kernel + p*inch*9; const float* k1 = kernel + (p+1)*inch*9; for (int q=0; q<inch; q++) { float* outptr0 = out0; float* outptr1 = out1; const float* img0 = bottom_blob.channel(q); const float* r0 = img0; const float* r1 = img0 + w; const float* r2 = img0 + w*2; #if __ARM_NEON float32x4_t _k00 = vld1q_f32(k0); float32x4_t _k03 = vld1q_f32(k0+3); float32x4_t _k06 = vld1q_f32(k0+6); float32x4_t _k10 = vld1q_f32(k1); float32x4_t _k13 = vld1q_f32(k1+3); float32x4_t _k16 = vld1q_f32(k1+6); #endif // __ARM_NEON int i = 0; for (; i < outh; i++) { #if __ARM_NEON int nn = outw >> 2; int remain = outw & 3; #else int remain = outw; #endif // __ARM_NEON #if __ARM_NEON #if __aarch64__ if (nn > 0) { asm volatile( "prfm pldl1keep, [%3, #256] \n" "ld2 {v8.4s, v9.4s}, [%3], #32 \n"// v8 v9 = r0 "0: \n" "prfm pldl1keep, [%1, #128] \n" "ld1 {v6.4s}, [%1] \n"// v6 = _sum0 "fmul v12.4s, v8.4s, %12.s[0] \n" "prfm pldl1keep, [%2, #128] \n" "ld1 {v7.4s}, [%2] \n"// v7 = _sum1 "fmul v13.4s, v8.4s, %15.s[0] \n" "prfm pldl1keep, [%3, #128] \n" "ld2 {v10.4s, v11.4s}, [%3] \n"// v10 "fmla v6.4s, v9.4s, %12.s[1] \n" "ext v14.16b, v8.16b, v10.16b, #4\n" "fmla v7.4s, v9.4s, %15.s[1] \n" "prfm pldl1keep, [%4, #256] \n" "ld2 {v8.4s, v9.4s}, [%4], #32 \n"// r1 "fmla v12.4s, v14.4s, %12.s[2] \n" "fmla v13.4s, v14.4s, %15.s[2] \n" "prfm pldl1keep, [%4, #128] \n" "ld2 {v10.4s, v11.4s}, [%4] \n" "fmla v6.4s, v8.4s, %13.s[0] \n" "fmla v7.4s, v8.4s, %16.s[0] \n" "ext v14.16b, v8.16b, v10.16b, #4\n" "fmla v12.4s, v9.4s, %13.s[1] \n" "fmla v13.4s, v9.4s, %16.s[1] \n" "prfm pldl1keep, [%5, #256] \n" "ld2 {v8.4s, v9.4s}, [%5], #32 \n"// r2 "fmla v6.4s, v14.4s, %13.s[2] \n" "fmla v7.4s, v14.4s, %16.s[2] \n" "prfm pldl1keep, [%5, #128] \n" "ld2 {v10.4s, v11.4s}, [%5] \n" "fmla v12.4s, v8.4s, %14.s[0] \n" "fmla v13.4s, v8.4s, %17.s[0] \n" "ext v14.16b, v8.16b, v10.16b, #4\n" "fmla v6.4s, v9.4s, %14.s[1] \n" "fmla v7.4s, v9.4s, %17.s[1] \n" "fmla v12.4s, v14.4s, %14.s[2] \n" "fmla v13.4s, v14.4s, %17.s[2] \n" "prfm pldl1keep, [%3, #256] \n" "ld2 {v8.4s, v9.4s}, [%3], #32 \n"// v8 v9 = r0 "fadd v6.4s, v6.4s, v12.4s \n" "fadd v7.4s, v7.4s, v13.4s \n" "subs %w0, %w0, #1 \n" "st1 {v6.4s}, [%1], #16 \n" "st1 {v7.4s}, [%2], #16 \n" "bne 0b \n" "sub %3, %3, #32 \n" : "=r"(nn), // %0 "=r"(outptr0), // %1 "=r"(outptr1), // %2 "=r"(r0), // %3 "=r"(r1), // %4 "=r"(r2) // %5 : "0"(nn), "1"(outptr0), "2"(outptr1), "3"(r0), "4"(r1), "5"(r2), "w"(_k00), // %12 "w"(_k03), // %13 "w"(_k06), // %14 "w"(_k10), // %15 "w"(_k13), // %16 "w"(_k16) // %17 : "cc", "memory", "v6", "v7", "v8", "v9", "v10", "v11", "v12", "v13", "v14", "v15" ); } #else if (nn > 0) { asm volatile( "pld [%3, #256] \n" "vld2.f32 {d16-d19}, [%3]! \n"// q8 q9 = r0 "0: \n" "pld [%1, #128] \n" "vld1.f32 {d12-d13}, [%1] \n"// q6 = _sum0 "vmul.f32 q12, q8, %e12[0] \n" "pld [%2, #128] \n" "vld1.f32 {d14-d15}, [%2] \n"// q7 = _sum1 "vmul.f32 q13, q8, %e15[0] \n" "pld [%3, #128] \n" "vld2.f32 {d20-d21}, [%3] \n"// q10 "vmla.f32 q6, q9, %e12[1] \n" "vext.32 q11, q8, q10, #1 \n" "vmla.f32 q7, q9, %e15[1] \n" "pld [%4, #256] \n" "vld2.f32 {d16-d19}, [%4]! \n"// r1 "vmla.f32 q12, q11, %f12[0] \n" "vmla.f32 q13, q11, %f15[0] \n" "pld [%4, #128] \n" "vld2.f32 {d20-d21}, [%4] \n" "vmla.f32 q6, q8, %e13[0] \n" "vmla.f32 q7, q8, %e16[0] \n" "vext.32 q11, q8, q10, #1 \n" "vmla.f32 q12, q9, %e13[1] \n" "vmla.f32 q13, q9, %e16[1] \n" "pld [%5, #256] \n" "vld2.f32 {d16-d19}, [%5]! \n"// r2 "vmla.f32 q6, q11, %f13[0] \n" "vmla.f32 q7, q11, %f16[0] \n" "pld [%5, #128] \n" "vld2.f32 {d20-d21}, [%5] \n" "vmla.f32 q12, q8, %e14[0] \n" "vmla.f32 q13, q8, %e17[0] \n" "vext.32 q11, q8, q10, #1 \n" "vmla.f32 q6, q9, %e14[1] \n" "vmla.f32 q7, q9, %e17[1] \n" "vmla.f32 q12, q11, %f14[0] \n" "vmla.f32 q13, q11, %f17[0] \n" "pld [%3, #256] \n" "vld2.f32 {d16-d19}, [%3]! \n"// q8 q9 = r0 "vadd.f32 q6, q6, q12 \n" "vadd.f32 q7, q7, q13 \n" "subs %0, #1 \n" "vst1.f32 {d12-d13}, [%1]! \n" "vst1.f32 {d14-d15}, [%2]! \n" "bne 0b \n" "sub %3, #32 \n" : "=r"(nn), // %0 "=r"(outptr0), // %1 "=r"(outptr1), // %2 "=r"(r0), // %3 "=r"(r1), // %4 "=r"(r2) // %5 : "0"(nn), "1"(outptr0), "2"(outptr1), "3"(r0), "4"(r1), "5"(r2), "w"(_k00), // %12 "w"(_k03), // %13 "w"(_k06), // %14 "w"(_k10), // %15 "w"(_k13), // %16 "w"(_k16) // %17 : "cc", "memory", "q6", "q7", "q8", "q9", "q10", "q11", "q12", "q13", "q14", "q15" ); } #endif // __aarch64__ #endif // __ARM_NEON for (; remain>0; remain--) { #if __ARM_NEON float32x4_t _r00 = vld1q_f32(r0); float32x4_t _r10 = vld1q_f32(r1); float32x4_t _r20 = vld1q_f32(r2); float32x4_t _sum0 = vmulq_f32(_r00, _k00); float32x4_t _sum1 = vmulq_f32(_r00, _k10); _sum0 = vmlaq_f32(_sum0, _r10, _k03); _sum1 = vmlaq_f32(_sum1, _r10, _k13); _sum0 = vmlaq_f32(_sum0, _r20, _k06); _sum1 = vmlaq_f32(_sum1, _r20, _k16); _sum0 = vsetq_lane_f32(*outptr0, _sum0, 3); _sum1 = vsetq_lane_f32(*outptr1, _sum1, 3); #if __aarch64__ *outptr0 = vaddvq_f32(_sum0); *outptr1 = vaddvq_f32(_sum1); #else float32x2_t _ss0 = vadd_f32(vget_low_f32(_sum0), vget_high_f32(_sum0)); float32x2_t _ss1 = vadd_f32(vget_low_f32(_sum1), vget_high_f32(_sum1)); float32x2_t _ss01 = vpadd_f32(_ss0, _ss1); *outptr0 = vget_lane_f32(_ss01, 0); *outptr1 = vget_lane_f32(_ss01, 1); #endif // __aarch64__ #else float sum0 = 0.f; float sum1 = 0.f; sum0 += r0[0] * k0[0]; sum0 += r0[1] * k0[1]; sum0 += r0[2] * k0[2]; sum0 += r1[0] * k0[3]; sum0 += r1[1] * k0[4]; sum0 += r1[2] * k0[5]; sum0 += r2[0] * k0[6]; sum0 += r2[1] * k0[7]; sum0 += r2[2] * k0[8]; sum1 += r0[0] * k1[0]; sum1 += r0[1] * k1[1]; sum1 += r0[2] * k1[2]; sum1 += r1[0] * k1[3]; sum1 += r1[1] * k1[4]; sum1 += r1[2] * k1[5]; sum1 += r2[0] * k1[6]; sum1 += r2[1] * k1[7]; sum1 += r2[2] * k1[8]; *outptr0 += sum0; *outptr1 += sum1; #endif // __ARM_NEON r0 += 2; r1 += 2; r2 += 2; outptr0++; outptr1++; } r0 += tailstep; r1 += tailstep; r2 += tailstep; } k0 += 9; k1 += 9; } } #pragma omp parallel for num_threads(opt.num_threads) for (int p=remain_outch_start; p<outch; p++) { Mat out = top_blob.channel(p); const float bias0 = bias ? bias[p] : 0.f; out.fill(bias0); const float* kernel0 = kernel + p*inch*9; for (int q=0; q<inch; q++) { float* outptr = out; const float* img0 = bottom_blob.channel(q); const float* r0 = img0; const float* r1 = img0 + w; const float* r2 = img0 + w*2; const float* k0 = kernel0; const float* k1 = kernel0 + 3; const float* k2 = kernel0 + 6; #if __ARM_NEON float32x4_t _k0123 = vld1q_f32(k0); float32x4_t _k3456 = vld1q_f32(k1); float32x4_t _k6789 = vld1q_f32(k2); #endif // __ARM_NEON int i = 0; for (; i < outh; i++) { #if __ARM_NEON int nn = outw >> 2; int remain = outw & 3; #else int remain = outw; #endif // __ARM_NEON #if __ARM_NEON #if __aarch64__ if (nn > 0) { asm volatile( "prfm pldl1keep, [%2, #256] \n" "ld2 {v2.4s, v3.4s}, [%2], #32 \n" "0: \n" "prfm pldl1keep, [%1, #128] \n" "ld1 {v0.4s}, [%1] \n" "fmla v0.4s, v2.4s, %10.s[0] \n" "fmul v10.4s, v3.4s, %10.s[1] \n" "prfm pldl1keep, [%2, #256] \n" "ld2 {v8.4s, v9.4s}, [%2] \n" "ext v1.16b, v2.16b, v8.16b, #4 \n" "fmul v11.4s, v1.4s, %10.s[2] \n" "prfm pldl1keep, [%3, #256] \n" "ld2 {v2.4s, v3.4s}, [%3], #32 \n" "fmla v0.4s, v2.4s, %11.s[0] \n" "fmla v10.4s, v3.4s, %11.s[1] \n" "prfm pldl1keep, [%3, #256] \n" "ld2 {v8.4s, v9.4s}, [%3] \n" "ext v1.16b, v2.16b, v8.16b, #4 \n" "fmla v11.4s, v1.4s, %11.s[2] \n" "prfm pldl1keep, [%4, #256] \n" "ld2 {v2.4s, v3.4s}, [%4], #32 \n" "fmla v0.4s, v2.4s, %12.s[0] \n" "fmla v10.4s, v3.4s, %12.s[1] \n" "prfm pldl1keep, [%4, #256] \n" "ld2 {v8.4s, v9.4s}, [%4] \n" "ext v1.16b, v2.16b, v8.16b, #4 \n" "fmla v11.4s, v1.4s, %12.s[2] \n" "prfm pldl1keep, [%2, #256] \n" "ld2 {v2.4s, v3.4s}, [%2], #32 \n" "fadd v0.4s, v0.4s, v10.4s \n" "fadd v0.4s, v0.4s, v11.4s \n" "subs %w0, %w0, #1 \n" "st1 {v0.4s}, [%1], #16 \n" "bne 0b \n" "sub %2, %2, #32 \n" : "=r"(nn), // %0 "=r"(outptr), // %1 "=r"(r0), // %2 "=r"(r1), // %3 "=r"(r2) // %4 : "0"(nn), "1"(outptr), "2"(r0), "3"(r1), "4"(r2), "w"(_k0123), // %10 "w"(_k3456), // %11 "w"(_k6789) // %12 : "cc", "memory", "v0", "v1", "v2", "v3", "v8", "v9", "v10", "v11", "v12", "v13", "v14", "v15" ); } #else if (nn > 0) { asm volatile( "pld [%2, #256] \n" "vld2.f32 {d4-d7}, [%2]! \n" "0: \n" "pld [%1, #128] \n" "vld1.f32 {d0-d1}, [%1] \n" "vmla.f32 q0, q2, %e10[0] \n" "vmul.f32 q10, q3, %e10[1] \n" "pld [%2, #128] \n" "vld2.f32 {d16-d17}, [%2] \n" "vext.32 q1, q2, q8, #1 \n" "vmul.f32 q11, q1, %f10[0] \n" "pld [%3, #256] \n" "vld2.f32 {d4-d7}, [%3]! \n" "vmla.f32 q0, q2, %e11[0] \n" "vmla.f32 q10, q3, %e11[1] \n" "pld [%3, #128] \n" "vld2.f32 {d16-d17}, [%3] \n" "vext.32 q1, q2, q8, #1 \n" "vmla.f32 q11, q1, %f11[0] \n" "pld [%4, #256] \n" "vld2.f32 {d4-d7}, [%4]! \n" "vmla.f32 q0, q2, %e12[0] \n" "vmla.f32 q10, q3, %e12[1] \n" "pld [%4, #128] \n" "vld2.f32 {d16-d17}, [%4] \n" "vext.32 q1, q2, q8, #1 \n" "vmla.f32 q11, q1, %f12[0] \n" "pld [%2, #256] \n" "vld2.f32 {d4-d7}, [%2]! \n" "vadd.f32 q0, q0, q10 \n" "vadd.f32 q0, q0, q11 \n" "subs %0, #1 \n" "vst1.f32 {d0-d1}, [%1]! \n" "bne 0b \n" "sub %2, #32 \n" : "=r"(nn), // %0 "=r"(outptr), // %1 "=r"(r0), // %2 "=r"(r1), // %3 "=r"(r2) // %4 : "0"(nn), "1"(outptr), "2"(r0), "3"(r1), "4"(r2), "w"(_k0123), // %10 "w"(_k3456), // %11 "w"(_k6789) // %12 : "cc", "memory", "q0", "q1", "q2", "q3", "q8", "q9", "q10", "q11", "q12", "q13", "q14", "q15" ); } #endif // __aarch64__ #endif // __ARM_NEON for (; remain>0; remain--) { #if __ARM_NEON float32x4_t _r00 = vld1q_f32(r0); float32x4_t _r10 = vld1q_f32(r1); float32x4_t _r20 = vld1q_f32(r2); float32x4_t _sum = vmulq_f32(_r00, _k0123); _sum = vmlaq_f32(_sum, _r10, _k3456); _sum = vmlaq_f32(_sum, _r20, _k6789); _sum = vsetq_lane_f32(*outptr, _sum, 3); #if __aarch64__ *outptr = vaddvq_f32(_sum); #else float32x2_t _ss = vadd_f32(vget_low_f32(_sum), vget_high_f32(_sum)); _ss = vpadd_f32(_ss, _ss); *outptr = vget_lane_f32(_ss, 0); #endif // __aarch64__ #else float sum = 0; sum += r0[0] * k0[0]; sum += r0[1] * k0[1]; sum += r0[2] * k0[2]; sum += r1[0] * k1[0]; sum += r1[1] * k1[1]; sum += r1[2] * k1[2]; sum += r2[0] * k2[0]; sum += r2[1] * k2[1]; sum += r2[2] * k2[2]; *outptr += sum; #endif // __ARM_NEON r0 += 2; r1 += 2; r2 += 2; outptr++; } r0 += tailstep; r1 += tailstep; r2 += tailstep; } kernel0 += 9; } } } static void conv3x3s2_transform_kernel_neon(const Mat& _kernel, Mat& kernel_tm, int inch, int outch) { kernel_tm.create(8*9, inch, outch/8 + outch%8); const float* kernel = _kernel; int p=0; for (; p+7<outch; p+=8) { const float* k0 = kernel + (p+0)*inch*9; const float* k1 = kernel + (p+1)*inch*9; const float* k2 = kernel + (p+2)*inch*9; const float* k3 = kernel + (p+3)*inch*9; const float* k4 = kernel + (p+4)*inch*9; const float* k5 = kernel + (p+5)*inch*9; const float* k6 = kernel + (p+6)*inch*9; const float* k7 = kernel + (p+7)*inch*9; float* ktmp = kernel_tm.channel(p/8); for (int q=0; q<inch; q++) { for (int k=0; k<9; k++) { ktmp[0] = k0[k]; ktmp[1] = k1[k]; ktmp[2] = k2[k]; ktmp[3] = k3[k]; ktmp[4] = k4[k]; ktmp[5] = k5[k]; ktmp[6] = k6[k]; ktmp[7] = k7[k]; ktmp += 8; } k0 += 9; k1 += 9; k2 += 9; k3 += 9; k4 += 9; k5 += 9; k6 += 9; k7 += 9; } } for (; p<outch; p++) { const float* k0 = kernel + (p+0)*inch*9; float* ktmp = kernel_tm.channel(p/8 + p%8); for (int q=0; q<inch; q++) { for (int k=0; k<9; k++) { ktmp[k] = k0[k]; } ktmp += 9; k0 += 9; } } } static void conv3x3s2_packed_neon(const Mat& bottom_blob, Mat& top_blob, const Mat& _kernel, const Mat& _bias, const Option& opt) { int w = bottom_blob.w; int inch = bottom_blob.c; int outw = top_blob.w; int outh = top_blob.h; int outch = top_blob.c; const int tailstep = w - 2*outw + w; // const float* kernel = _kernel; const float* bias = _bias; int nn_outch = outch >> 3; int remain_outch_start = nn_outch << 3; #pragma omp parallel for num_threads(opt.num_threads) for (int pp=0; pp<nn_outch; pp++) { int p = pp * 8; Mat out0 = top_blob.channel(p+0); Mat out1 = top_blob.channel(p+1); Mat out2 = top_blob.channel(p+2); Mat out3 = top_blob.channel(p+3); Mat out4 = top_blob.channel(p+4); Mat out5 = top_blob.channel(p+5); Mat out6 = top_blob.channel(p+6); Mat out7 = top_blob.channel(p+7); const float bias0 = bias ? bias[p+0] : 0.f; const float bias1 = bias ? bias[p+1] : 0.f; const float bias2 = bias ? bias[p+2] : 0.f; const float bias3 = bias ? bias[p+3] : 0.f; const float bias4 = bias ? bias[p+4] : 0.f; const float bias5 = bias ? bias[p+5] : 0.f; const float bias6 = bias ? bias[p+6] : 0.f; const float bias7 = bias ? bias[p+7] : 0.f; out0.fill(bias0); out1.fill(bias1); out2.fill(bias2); out3.fill(bias3); out4.fill(bias4); out5.fill(bias5); out6.fill(bias6); out7.fill(bias7); const float* ktmp = _kernel.channel(p/8); for (int q=0; q<inch; q++) { float* outptr0 = out0; float* outptr1 = out1; float* outptr2 = out2; float* outptr3 = out3; float* outptr4 = out4; float* outptr5 = out5; float* outptr6 = out6; float* outptr7 = out7; const float* img0 = bottom_blob.channel(q); const float* r0 = img0; const float* r1 = img0 + w; const float* r2 = img0 + w*2; int i = 0; for (; i < outh; i++) { #if __ARM_NEON int nn = outw >> 2; int remain = outw & 3; #else int remain = outw; #endif // __ARM_NEON #if __ARM_NEON #if __aarch64__ if (nn > 0) { asm volatile( "0: \n" "prfm pldl1keep, [%1, #128] \n" "ld1 {v8.4s}, [%1] \n" "prfm pldl1keep, [%2, #128] \n" "ld1 {v9.4s}, [%2] \n" "prfm pldl1keep, [%3, #128] \n" "ld1 {v10.4s}, [%3] \n" "prfm pldl1keep, [%4, #128] \n" "ld1 {v11.4s}, [%4] \n" /// "prfm pldl1keep, [%9, #256] \n" "ld2 {v4.4s, v5.4s}, [%9], #32 \n"// v4=00 v5=01 "ld1 {v0.4s, v1.4s}, [%12], #32 \n" "fmla v8.4s, v4.4s, v0.s[0] \n" "fmla v9.4s, v4.4s, v0.s[1] \n" "prfm pldl1keep, [%5, #128] \n" "ld1 {v12.4s}, [%5] \n" "prfm pldl1keep, [%6, #128] \n" "ld1 {v13.4s}, [%6] \n" "fmla v10.4s, v4.4s, v0.s[2] \n" "fmla v11.4s, v4.4s, v0.s[3] \n" "prfm pldl1keep, [%7, #128] \n" "ld1 {v14.4s}, [%7] \n" "prfm pldl1keep, [%8, #128] \n" "ld1 {v15.4s}, [%8] \n" "ld1 {v2.4s, v3.4s}, [%12], #32 \n" "fmla v12.4s, v4.4s, v1.s[0] \n" "fmla v13.4s, v4.4s, v1.s[1] \n" "fmla v14.4s, v4.4s, v1.s[2] \n" "fmla v15.4s, v4.4s, v1.s[3] \n" "prfm pldl1keep, [%9, #256] \n" "ld2 {v6.4s, v7.4s}, [%9] \n"// v6 "fmla v8.4s, v5.4s, v2.s[0] \n" "fmla v9.4s, v5.4s, v2.s[1] \n" "fmla v10.4s, v5.4s, v2.s[2] \n" "fmla v11.4s, v5.4s, v2.s[3] \n" "ext v6.16b, v4.16b, v6.16b, #4 \n"// v6=02 "ld1 {v0.4s, v1.4s}, [%12], #32 \n" "fmla v12.4s, v5.4s, v3.s[0] \n" "fmla v13.4s, v5.4s, v3.s[1] \n" "fmla v14.4s, v5.4s, v3.s[2] \n" "fmla v15.4s, v5.4s, v3.s[3] \n" /// "prfm pldl1keep, [%10, #256] \n" "ld2 {v4.4s, v5.4s}, [%10], #32 \n"// v4=10 v5=11 "fmla v8.4s, v6.4s, v0.s[0] \n" "fmla v9.4s, v6.4s, v0.s[1] \n" "fmla v10.4s, v6.4s, v0.s[2] \n" "fmla v11.4s, v6.4s, v0.s[3] \n" "ld1 {v2.4s, v3.4s}, [%12], #32 \n" "fmla v12.4s, v6.4s, v1.s[0] \n" "fmla v13.4s, v6.4s, v1.s[1] \n" "fmla v14.4s, v6.4s, v1.s[2] \n" "fmla v15.4s, v6.4s, v1.s[3] \n" "fmla v8.4s, v4.4s, v2.s[0] \n" "fmla v9.4s, v4.4s, v2.s[1] \n" "fmla v10.4s, v4.4s, v2.s[2] \n" "fmla v11.4s, v4.4s, v2.s[3] \n" "ld1 {v0.4s, v1.4s}, [%12], #32 \n" "fmla v12.4s, v4.4s, v3.s[0] \n" "fmla v13.4s, v4.4s, v3.s[1] \n" "fmla v14.4s, v4.4s, v3.s[2] \n" "fmla v15.4s, v4.4s, v3.s[3] \n" "prfm pldl1keep, [%10, #256] \n" "ld2 {v6.4s, v7.4s}, [%10] \n"// v6 "fmla v8.4s, v5.4s, v0.s[0] \n" "fmla v9.4s, v5.4s, v0.s[1] \n" "fmla v10.4s, v5.4s, v0.s[2] \n" "fmla v11.4s, v5.4s, v0.s[3] \n" "ld1 {v2.4s, v3.4s}, [%12], #32 \n" "ext v6.16b, v4.16b, v6.16b, #4 \n"// v6=12 "fmla v12.4s, v5.4s, v1.s[0] \n" "fmla v13.4s, v5.4s, v1.s[1] \n" "fmla v14.4s, v5.4s, v1.s[2] \n" "fmla v15.4s, v5.4s, v1.s[3] \n" /// "prfm pldl1keep, [%11, #256] \n" "ld2 {v4.4s, v5.4s}, [%11], #32 \n"// v4=20 v5=21 "fmla v8.4s, v6.4s, v2.s[0] \n" "fmla v9.4s, v6.4s, v2.s[1] \n" "fmla v10.4s, v6.4s, v2.s[2] \n" "fmla v11.4s, v6.4s, v2.s[3] \n" "ld1 {v0.4s, v1.4s}, [%12], #32 \n" "fmla v12.4s, v6.4s, v3.s[0] \n" "fmla v13.4s, v6.4s, v3.s[1] \n" "fmla v14.4s, v6.4s, v3.s[2] \n" "fmla v15.4s, v6.4s, v3.s[3] \n" "fmla v8.4s, v4.4s, v0.s[0] \n" "fmla v9.4s, v4.4s, v0.s[1] \n" "fmla v10.4s, v4.4s, v0.s[2] \n" "fmla v11.4s, v4.4s, v0.s[3] \n" "ld1 {v2.4s, v3.4s}, [%12], #32 \n" "fmla v12.4s, v4.4s, v1.s[0] \n" "fmla v13.4s, v4.4s, v1.s[1] \n" "fmla v14.4s, v4.4s, v1.s[2] \n" "fmla v15.4s, v4.4s, v1.s[3] \n" "prfm pldl1keep, [%11, #256] \n" "ld2 {v6.4s, v7.4s}, [%11] \n"// v6 "fmla v8.4s, v5.4s, v2.s[0] \n" "fmla v9.4s, v5.4s, v2.s[1] \n" "fmla v10.4s, v5.4s, v2.s[2] \n" "fmla v11.4s, v5.4s, v2.s[3] \n" "ext v6.16b, v4.16b, v6.16b, #4 \n"// v6=22 "ld1 {v0.4s, v1.4s}, [%12], #32 \n" "fmla v12.4s, v5.4s, v3.s[0] \n" "fmla v13.4s, v5.4s, v3.s[1] \n" "fmla v14.4s, v5.4s, v3.s[2] \n" "fmla v15.4s, v5.4s, v3.s[3] \n" "fmla v8.4s, v6.4s, v0.s[0] \n" "fmla v9.4s, v6.4s, v0.s[1] \n" "fmla v10.4s, v6.4s, v0.s[2] \n" "fmla v11.4s, v6.4s, v0.s[3] \n" "fmla v12.4s, v6.4s, v1.s[0] \n" "fmla v13.4s, v6.4s, v1.s[1] \n" "st1 {v8.4s}, [%1], #16 \n" "st1 {v9.4s}, [%2], #16 \n" "fmla v14.4s, v6.4s, v1.s[2] \n" "fmla v15.4s, v6.4s, v1.s[3] \n" "st1 {v10.4s}, [%3], #16 \n" "st1 {v11.4s}, [%4], #16 \n" "sub %12, %12, #288 \n" "st1 {v12.4s}, [%5], #16 \n" "st1 {v13.4s}, [%6], #16 \n" "subs %w0, %w0, #1 \n" "st1 {v14.4s}, [%7], #16 \n" "st1 {v15.4s}, [%8], #16 \n" "bne 0b \n" : "=r"(nn), // %0 "=r"(outptr0), // %1 "=r"(outptr1), // %2 "=r"(outptr2), // %3 "=r"(outptr3), // %4 "=r"(outptr4), // %5 "=r"(outptr5), // %6 "=r"(outptr6), // %7 "=r"(outptr7), // %8 "=r"(r0), // %9 "=r"(r1), // %10 "=r"(r2), // %11 "=r"(ktmp) // %12 : "0"(nn), "1"(outptr0), "2"(outptr1), "3"(outptr2), "4"(outptr3), "5"(outptr4), "6"(outptr5), "7"(outptr6), "8"(outptr7), "9"(r0), "10"(r1), "11"(r2), "12"(ktmp) : "cc", "memory", "v0", "v1", "v2", "v3", "v4", "v5", "v6", "v7", "v8", "v9", "v10", "v11", "v12", "v13", "v14", "v15" ); } #else // __aarch64__ if (nn > 0) { asm volatile( "0: \n" "pld [%1, #128] \n" "vld1.f32 {d16-d17}, [%1] \n" "pld [%2, #128] \n" "vld1.f32 {d18-d19}, [%2] \n" "pld [%3, #128] \n" "vld1.f32 {d20-d21}, [%3] \n" "pld [%4, #128] \n" "vld1.f32 {d22-d23}, [%4] \n" /// "pld [%9, #256] \n" "vld2.f32 {d8-d11}, [%9]! \n"// q4=00 q5=01 "vld1.f32 {d0-d3}, [%12 :128]! \n" "vmla.f32 q8, q4, d0[0] \n" "vmla.f32 q9, q4, d0[1] \n" "pld [%5, #128] \n" "vld1.f32 {d24-d25}, [%5] \n" "pld [%6, #128] \n" "vld1.f32 {d26-d27}, [%6] \n" "vmla.f32 q10, q4, d1[0] \n" "vmla.f32 q11, q4, d1[1] \n" "pld [%7, #128] \n" "vld1.f32 {d28-d29}, [%7] \n" "pld [%8, #128] \n" "vld1.f32 {d30-d31}, [%8] \n" "vld1.f32 {d4-d7}, [%12 :128]! \n" "vmla.f32 q12, q4, d2[0] \n" "vmla.f32 q13, q4, d2[1] \n" "vmla.f32 q14, q4, d3[0] \n" "vmla.f32 q15, q4, d3[1] \n" "pld [%9, #128] \n" "vld2.f32 {d12-d13}, [%9] \n"// q6 "vmla.f32 q8, q5, d4[0] \n" "vmla.f32 q9, q5, d4[1] \n" "vmla.f32 q10, q5, d5[0] \n" "vmla.f32 q11, q5, d5[1] \n" "vext.f32 q6, q4, q6, #1 \n"// q6=02 "vld1.f32 {d0-d3}, [%12 :128]! \n" "vmla.f32 q12, q5, d6[0] \n" "vmla.f32 q13, q5, d6[1] \n" "vmla.f32 q14, q5, d7[0] \n" "vmla.f32 q15, q5, d7[1] \n" /// "pld [%10, #256] \n" "vld2.f32 {d8-d11}, [%10]! \n"// q4=10 q5=11 "vmla.f32 q8, q6, d0[0] \n" "vmla.f32 q9, q6, d0[1] \n" "vmla.f32 q10, q6, d1[0] \n" "vmla.f32 q11, q6, d1[1] \n" "vld1.f32 {d4-d7}, [%12 :128]! \n" "vmla.f32 q12, q6, d2[0] \n" "vmla.f32 q13, q6, d2[1] \n" "vmla.f32 q14, q6, d3[0] \n" "vmla.f32 q15, q6, d3[1] \n" "vmla.f32 q8, q4, d4[0] \n" "vmla.f32 q9, q4, d4[1] \n" "vmla.f32 q10, q4, d5[0] \n" "vmla.f32 q11, q4, d5[1] \n" "vld1.f32 {d0-d3}, [%12 :128]! \n" "vmla.f32 q12, q4, d6[0] \n" "vmla.f32 q13, q4, d6[1] \n" "vmla.f32 q14, q4, d7[0] \n" "vmla.f32 q15, q4, d7[1] \n" "pld [%10, #128] \n" "vld2.f32 {d12-d13}, [%10] \n"// q6 "vmla.f32 q8, q5, d0[0] \n" "vmla.f32 q9, q5, d0[1] \n" "vmla.f32 q10, q5, d1[0] \n" "vmla.f32 q11, q5, d1[1] \n" "vld1.f32 {d4-d7}, [%12 :128]! \n" "vext.f32 q6, q4, q6, #1 \n"// q6=12 "vmla.f32 q12, q5, d2[0] \n" "vmla.f32 q13, q5, d2[1] \n" "vmla.f32 q14, q5, d3[0] \n" "vmla.f32 q15, q5, d3[1] \n" /// "pld [%11, #256] \n" "vld2.f32 {d8-d11}, [%11]! \n"// q4=20 q5=21 "vmla.f32 q8, q6, d4[0] \n" "vmla.f32 q9, q6, d4[1] \n" "vmla.f32 q10, q6, d5[0] \n" "vmla.f32 q11, q6, d5[1] \n" "vld1.f32 {d0-d3}, [%12 :128]! \n" "vmla.f32 q12, q6, d6[0] \n" "vmla.f32 q13, q6, d6[1] \n" "vmla.f32 q14, q6, d7[0] \n" "vmla.f32 q15, q6, d7[1] \n" "vmla.f32 q8, q4, d0[0] \n" "vmla.f32 q9, q4, d0[1] \n" "vmla.f32 q10, q4, d1[0] \n" "vmla.f32 q11, q4, d1[1] \n" "vld1.f32 {d4-d7}, [%12 :128]! \n" "vmla.f32 q12, q4, d2[0] \n" "vmla.f32 q13, q4, d2[1] \n" "vmla.f32 q14, q4, d3[0] \n" "vmla.f32 q15, q4, d3[1] \n" "pld [%11, #128] \n" "vld2.f32 {d12-d13}, [%11] \n"// q6 "vmla.f32 q8, q5, d4[0] \n" "vmla.f32 q9, q5, d4[1] \n" "vmla.f32 q10, q5, d5[0] \n" "vmla.f32 q11, q5, d5[1] \n" "vext.f32 q6, q4, q6, #1 \n"// q6=22 "vld1.f32 {d0-d3}, [%12 :128]! \n" "vmla.f32 q12, q5, d6[0] \n" "vmla.f32 q13, q5, d6[1] \n" "vmla.f32 q14, q5, d7[0] \n" "vmla.f32 q15, q5, d7[1] \n" "vmla.f32 q8, q6, d0[0] \n" "vmla.f32 q9, q6, d0[1] \n" "vmla.f32 q10, q6, d1[0] \n" "vmla.f32 q11, q6, d1[1] \n" "vmla.f32 q12, q6, d2[0] \n" "vmla.f32 q13, q6, d2[1] \n" "vst1.f32 {d16-d17}, [%1]! \n" "vst1.f32 {d18-d19}, [%2]! \n" "vmla.f32 q14, q6, d3[0] \n" "vmla.f32 q15, q6, d3[1] \n" "vst1.f32 {d20-d21}, [%3]! \n" "vst1.f32 {d22-d23}, [%4]! \n" "sub %12, %12, #288 \n" "vst1.f32 {d24-d25}, [%5]! \n" "vst1.f32 {d26-d27}, [%6]! \n" "subs %0, #1 \n" "vst1.f32 {d28-d29}, [%7]! \n" "vst1.f32 {d30-d31}, [%8]! \n" "bne 0b \n" : "=r"(nn), // %0 "=r"(outptr0), // %1 "=r"(outptr1), // %2 "=r"(outptr2), // %3 "=r"(outptr3), // %4 "=r"(outptr4), // %5 "=r"(outptr5), // %6 "=r"(outptr6), // %7 "=r"(outptr7), // %8 "=r"(r0), // %9 "=r"(r1), // %10 "=r"(r2), // %11 "=r"(ktmp) // %12 : "0"(nn), "1"(outptr0), "2"(outptr1), "3"(outptr2), "4"(outptr3), "5"(outptr4), "6"(outptr5), "7"(outptr6), "8"(outptr7), "9"(r0), "10"(r1), "11"(r2), "12"(ktmp) : "cc", "memory", "q0", "q1", "q2", "q3", "q4", "q5", "q6", "q7", "q8", "q9", "q10", "q11", "q12", "q13", "q14", "q15" ); } #endif // __aarch64__ #endif // __ARM_NEON for (; remain>0; remain--) { #if __ARM_NEON #if __aarch64__ asm volatile( "ld1 {v10.4s, v11.4s}, [%11], #32 \n" "prfm pldl1keep, [%8, #128] \n" "ld1 {v0.4s}, [%8] \n" "ld1 {v12.4s, v13.4s}, [%11], #32 \n" "ld1 {v8.s}[0], [%0] \n" "ld1 {v8.s}[1], [%1] \n" "ld1 {v8.s}[2], [%2] \n" "ld1 {v8.s}[3], [%3] \n" "fmul v14.4s, v10.4s, v0.s[0] \n" "fmul v15.4s, v11.4s, v0.s[0] \n" "ld1 {v9.s}[0], [%4] \n" "ld1 {v9.s}[1], [%5] \n" "ld1 {v9.s}[2], [%6] \n" "ld1 {v9.s}[3], [%7] \n" "ld1 {v10.4s, v11.4s}, [%11], #32 \n" "fmla v8.4s, v12.4s, v0.s[1] \n" "fmla v9.4s, v13.4s, v0.s[1] \n" "ld1 {v12.4s, v13.4s}, [%11], #32 \n" "fmla v14.4s, v10.4s, v0.s[2] \n" "fmla v15.4s, v11.4s, v0.s[2] \n" "prfm pldl1keep, [%9, #128] \n" "ld1 {v1.4s}, [%9] \n" "ld1 {v10.4s, v11.4s}, [%11], #32 \n" "fmla v8.4s, v12.4s, v1.s[0] \n" "fmla v9.4s, v13.4s, v1.s[0] \n" "ld1 {v12.4s, v13.4s}, [%11], #32 \n" "fmla v14.4s, v10.4s, v1.s[1] \n" "fmla v15.4s, v11.4s, v1.s[1] \n" "ld1 {v10.4s, v11.4s}, [%11], #32 \n" "fmla v8.4s, v12.4s, v1.s[2] \n" "fmla v9.4s, v13.4s, v1.s[2] \n" "prfm pldl1keep, [%10, #128] \n" "ld1 {v0.4s}, [%10] \n" "ld1 {v12.4s, v13.4s}, [%11], #32 \n" "fmla v14.4s, v10.4s, v0.s[0] \n" "fmla v15.4s, v11.4s, v0.s[0] \n" "ld1 {v10.4s, v11.4s}, [%11], #32 \n" "fmla v8.4s, v12.4s, v0.s[1] \n" "fmla v9.4s, v13.4s, v0.s[1] \n" "fmla v14.4s, v10.4s, v0.s[2] \n" "fmla v15.4s, v11.4s, v0.s[2] \n" "fadd v8.4s, v8.4s, v14.4s \n" "fadd v9.4s, v9.4s, v15.4s \n" "sub %11, %11, #288 \n" "st1 {v8.s}[0], [%0], #4 \n" "st1 {v8.s}[1], [%1], #4 \n" "st1 {v8.s}[2], [%2], #4 \n" "st1 {v8.s}[3], [%3], #4 \n" "st1 {v9.s}[0], [%4], #4 \n" "st1 {v9.s}[1], [%5], #4 \n" "st1 {v9.s}[2], [%6], #4 \n" "st1 {v9.s}[3], [%7], #4 \n" : "=r"(outptr0), // %0 "=r"(outptr1), // %1 "=r"(outptr2), // %2 "=r"(outptr3), // %3 "=r"(outptr4), // %4 "=r"(outptr5), // %5 "=r"(outptr6), // %6 "=r"(outptr7), // %7 "=r"(r0), // %8 "=r"(r1), // %9 "=r"(r2), // %10 "=r"(ktmp) // %11 : "0"(outptr0), "1"(outptr1), "2"(outptr2), "3"(outptr3), "4"(outptr4), "5"(outptr5), "6"(outptr6), "7"(outptr7), "8"(r0), "9"(r1), "10"(r2), "11"(ktmp) : "memory", "v0", "v1", "v8", "v9", "v10", "v11", "v12", "v13", "v14", "v15" ); #else // __aarch64__ asm volatile( "vld1.f32 {d20-d23}, [%11 :128]! \n" "pld [%8, #128] \n" "vld1.f32 {d0-d1}, [%8] \n" "vld1.f32 {d24-d27}, [%11 :128]! \n" "vld1.f32 {d16[0]}, [%0] \n" "vld1.f32 {d16[1]}, [%1] \n" "vld1.f32 {d17[0]}, [%2] \n" "vld1.f32 {d17[1]}, [%3] \n" "vmul.f32 q14, q10, d0[0] \n" "vmul.f32 q15, q11, d0[0] \n" "vld1.f32 {d18[0]}, [%4] \n" "vld1.f32 {d18[1]}, [%5] \n" "vld1.f32 {d19[0]}, [%6] \n" "vld1.f32 {d19[1]}, [%7] \n" "vld1.f32 {d20-d23}, [%11 :128]! \n" "vmla.f32 q8, q12, d0[1] \n" "vmla.f32 q9, q13, d0[1] \n" "vld1.f32 {d24-d27}, [%11 :128]! \n" "vmla.f32 q14, q10, d1[0] \n" "vmla.f32 q15, q11, d1[0] \n" "pld [%9, #128] \n" "vld1.f32 {d2-d3}, [%9] \n" "vld1.f32 {d20-d23}, [%11 :128]! \n" "vmla.f32 q8, q12, d2[0] \n" "vmla.f32 q9, q13, d2[0] \n" "vld1.f32 {d24-d27}, [%11 :128]! \n" "vmla.f32 q14, q10, d2[1] \n" "vmla.f32 q15, q11, d2[1] \n" "vld1.f32 {d20-d23}, [%11 :128]! \n" "vmla.f32 q8, q12, d3[0] \n" "vmla.f32 q9, q13, d3[0] \n" "pld [%10, #128] \n" "vld1.f32 {d0-d1}, [%10] \n" "vld1.f32 {d24-d27}, [%11 :128]! \n" "vmla.f32 q14, q10, d0[0] \n" "vmla.f32 q15, q11, d0[0] \n" "vld1.f32 {d20-d23}, [%11 :128]! \n" "vmla.f32 q8, q12, d0[1] \n" "vmla.f32 q9, q13, d0[1] \n" "vmla.f32 q14, q10, d1[0] \n" "vmla.f32 q15, q11, d1[0] \n" "vadd.f32 q8, q8, q14 \n" "vadd.f32 q9, q9, q15 \n" "sub %11, %11, #288 \n" "vst1.f32 {d16[0]}, [%0]! \n" "vst1.f32 {d16[1]}, [%1]! \n" "vst1.f32 {d17[0]}, [%2]! \n" "vst1.f32 {d17[1]}, [%3]! \n" "vst1.f32 {d18[0]}, [%4]! \n" "vst1.f32 {d18[1]}, [%5]! \n" "vst1.f32 {d19[0]}, [%6]! \n" "vst1.f32 {d19[1]}, [%7]! \n" : "=r"(outptr0), // %0 "=r"(outptr1), // %1 "=r"(outptr2), // %2 "=r"(outptr3), // %3 "=r"(outptr4), // %4 "=r"(outptr5), // %5 "=r"(outptr6), // %6 "=r"(outptr7), // %7 "=r"(r0), // %8 "=r"(r1), // %9 "=r"(r2), // %10 "=r"(ktmp) // %11 : "0"(outptr0), "1"(outptr1), "2"(outptr2), "3"(outptr3), "4"(outptr4), "5"(outptr5), "6"(outptr6), "7"(outptr7), "8"(r0), "9"(r1), "10"(r2), "11"(ktmp) : "memory", "q0", "q1", "q8", "q9", "q10", "q11", "q12", "q13", "q14", "q15" ); #endif // __aarch64__ #else // __ARM_NEON float sum0 = 0.f; float sum1 = 0.f; float sum2 = 0.f; float sum3 = 0.f; float sum4 = 0.f; float sum5 = 0.f; float sum6 = 0.f; float sum7 = 0.f; sum0 += r0[0] * ktmp[0]; sum1 += r0[0] * ktmp[1]; sum2 += r0[0] * ktmp[2]; sum3 += r0[0] * ktmp[3]; sum4 += r0[0] * ktmp[4]; sum5 += r0[0] * ktmp[5]; sum6 += r0[0] * ktmp[6]; sum7 += r0[0] * ktmp[7]; ktmp += 8; sum0 += r0[1] * ktmp[0]; sum1 += r0[1] * ktmp[1]; sum2 += r0[1] * ktmp[2]; sum3 += r0[1] * ktmp[3]; sum4 += r0[1] * ktmp[4]; sum5 += r0[1] * ktmp[5]; sum6 += r0[1] * ktmp[6]; sum7 += r0[1] * ktmp[7]; ktmp += 8; sum0 += r0[2] * ktmp[0]; sum1 += r0[2] * ktmp[1]; sum2 += r0[2] * ktmp[2]; sum3 += r0[2] * ktmp[3]; sum4 += r0[2] * ktmp[4]; sum5 += r0[2] * ktmp[5]; sum6 += r0[2] * ktmp[6]; sum7 += r0[2] * ktmp[7]; ktmp += 8; sum0 += r1[0] * ktmp[0]; sum1 += r1[0] * ktmp[1]; sum2 += r1[0] * ktmp[2]; sum3 += r1[0] * ktmp[3]; sum4 += r1[0] * ktmp[4]; sum5 += r1[0] * ktmp[5]; sum6 += r1[0] * ktmp[6]; sum7 += r1[0] * ktmp[7]; ktmp += 8; sum0 += r1[1] * ktmp[0]; sum1 += r1[1] * ktmp[1]; sum2 += r1[1] * ktmp[2]; sum3 += r1[1] * ktmp[3]; sum4 += r1[1] * ktmp[4]; sum5 += r1[1] * ktmp[5]; sum6 += r1[1] * ktmp[6]; sum7 += r1[1] * ktmp[7]; ktmp += 8; sum0 += r1[2] * ktmp[0]; sum1 += r1[2] * ktmp[1]; sum2 += r1[2] * ktmp[2]; sum3 += r1[2] * ktmp[3]; sum4 += r1[2] * ktmp[4]; sum5 += r1[2] * ktmp[5]; sum6 += r1[2] * ktmp[6]; sum7 += r1[2] * ktmp[7]; ktmp += 8; sum0 += r2[0] * ktmp[0]; sum1 += r2[0] * ktmp[1]; sum2 += r2[0] * ktmp[2]; sum3 += r2[0] * ktmp[3]; sum4 += r2[0] * ktmp[4]; sum5 += r2[0] * ktmp[5]; sum6 += r2[0] * ktmp[6]; sum7 += r2[0] * ktmp[7]; ktmp += 8; sum0 += r2[1] * ktmp[0]; sum1 += r2[1] * ktmp[1]; sum2 += r2[1] * ktmp[2]; sum3 += r2[1] * ktmp[3]; sum4 += r2[1] * ktmp[4]; sum5 += r2[1] * ktmp[5]; sum6 += r2[1] * ktmp[6]; sum7 += r2[1] * ktmp[7]; ktmp += 8; sum0 += r2[2] * ktmp[0]; sum1 += r2[2] * ktmp[1]; sum2 += r2[2] * ktmp[2]; sum3 += r2[2] * ktmp[3]; sum4 += r2[2] * ktmp[4]; sum5 += r2[2] * ktmp[5]; sum6 += r2[2] * ktmp[6]; sum7 += r2[2] * ktmp[7]; ktmp += 8; *outptr0 += sum0; *outptr1 += sum1; *outptr2 += sum2; *outptr3 += sum3; *outptr4 += sum4; *outptr5 += sum5; *outptr6 += sum6; *outptr7 += sum7; ktmp -= 8*9; outptr0++; outptr1++; outptr2++; outptr3++; outptr4++; outptr5++; outptr6++; outptr7++; #endif // __ARM_NEON r0 += 2; r1 += 2; r2 += 2; } r0 += tailstep; r1 += tailstep; r2 += tailstep; } ktmp += 8*9; } } #pragma omp parallel for num_threads(opt.num_threads) for (int p=remain_outch_start; p<outch; p++) { Mat out = top_blob.channel(p); const float bias0 = bias ? bias[p] : 0.f; out.fill(bias0); const float* ktmp = _kernel.channel(p/8 + p%8); for (int q=0; q<inch; q++) { float* outptr = out; const float* img0 = bottom_blob.channel(q); const float* r0 = img0; const float* r1 = img0 + w; const float* r2 = img0 + w*2; const float* k0 = ktmp; const float* k1 = ktmp + 3; const float* k2 = ktmp + 6; #if __ARM_NEON float32x4_t _k0123 = vld1q_f32(k0); float32x4_t _k3456 = vld1q_f32(k1); float32x4_t _k6789 = vld1q_f32(k2); #endif // __ARM_NEON int i = 0; for (; i < outh; i++) { #if __ARM_NEON int nn = outw >> 2; int remain = outw & 3; #else int remain = outw; #endif // __ARM_NEON #if __ARM_NEON #if __aarch64__ if (nn > 0) { asm volatile( "prfm pldl1keep, [%2, #256] \n" "ld2 {v2.4s, v3.4s}, [%2], #32 \n" "0: \n" "prfm pldl1keep, [%1, #128] \n" "ld1 {v0.4s}, [%1] \n" "fmla v0.4s, v2.4s, %10.s[0] \n" "fmul v10.4s, v3.4s, %10.s[1] \n" "prfm pldl1keep, [%2, #256] \n" "ld2 {v8.4s, v9.4s}, [%2] \n" "ext v1.16b, v2.16b, v8.16b, #4 \n" "fmul v11.4s, v1.4s, %10.s[2] \n" "prfm pldl1keep, [%3, #256] \n" "ld2 {v2.4s, v3.4s}, [%3], #32 \n" "fmla v0.4s, v2.4s, %11.s[0] \n" "fmla v10.4s, v3.4s, %11.s[1] \n" "prfm pldl1keep, [%3, #256] \n" "ld2 {v8.4s, v9.4s}, [%3] \n" "ext v1.16b, v2.16b, v8.16b, #4 \n" "fmla v11.4s, v1.4s, %11.s[2] \n" "prfm pldl1keep, [%4, #256] \n" "ld2 {v2.4s, v3.4s}, [%4], #32 \n" "fmla v0.4s, v2.4s, %12.s[0] \n" "fmla v10.4s, v3.4s, %12.s[1] \n" "prfm pldl1keep, [%4, #256] \n" "ld2 {v8.4s, v9.4s}, [%4] \n" "ext v1.16b, v2.16b, v8.16b, #4 \n" "fmla v11.4s, v1.4s, %12.s[2] \n" "prfm pldl1keep, [%2, #256] \n" "ld2 {v2.4s, v3.4s}, [%2], #32 \n" "fadd v0.4s, v0.4s, v10.4s \n" "fadd v0.4s, v0.4s, v11.4s \n" "subs %w0, %w0, #1 \n" "st1 {v0.4s}, [%1], #16 \n" "bne 0b \n" "sub %2, %2, #32 \n" : "=r"(nn), // %0 "=r"(outptr), // %1 "=r"(r0), // %2 "=r"(r1), // %3 "=r"(r2) // %4 : "0"(nn), "1"(outptr), "2"(r0), "3"(r1), "4"(r2), "w"(_k0123), // %10 "w"(_k3456), // %11 "w"(_k6789) // %12 : "cc", "memory", "v0", "v1", "v2", "v3", "v8", "v9", "v10", "v11", "v12", "v13", "v14", "v15" ); } #else if (nn > 0) { asm volatile( "pld [%2, #256] \n" "vld2.f32 {d4-d7}, [%2]! \n" "0: \n" "pld [%1, #128] \n" "vld1.f32 {d0-d1}, [%1] \n" "vmla.f32 q0, q2, %e10[0] \n" "vmul.f32 q10, q3, %e10[1] \n" "pld [%2, #128] \n" "vld2.f32 {d16-d17}, [%2] \n" "vext.32 q1, q2, q8, #1 \n" "vmul.f32 q11, q1, %f10[0] \n" "pld [%3, #256] \n" "vld2.f32 {d4-d7}, [%3]! \n" "vmla.f32 q0, q2, %e11[0] \n" "vmla.f32 q10, q3, %e11[1] \n" "pld [%3, #128] \n" "vld2.f32 {d16-d17}, [%3] \n" "vext.32 q1, q2, q8, #1 \n" "vmla.f32 q11, q1, %f11[0] \n" "pld [%4, #256] \n" "vld2.f32 {d4-d7}, [%4]! \n" "vmla.f32 q0, q2, %e12[0] \n" "vmla.f32 q10, q3, %e12[1] \n" "pld [%4, #128] \n" "vld2.f32 {d16-d17}, [%4] \n" "vext.32 q1, q2, q8, #1 \n" "vmla.f32 q11, q1, %f12[0] \n" "pld [%2, #256] \n" "vld2.f32 {d4-d7}, [%2]! \n" "vadd.f32 q0, q0, q10 \n" "vadd.f32 q0, q0, q11 \n" "subs %0, #1 \n" "vst1.f32 {d0-d1}, [%1]! \n" "bne 0b \n" "sub %2, #32 \n" : "=r"(nn), // %0 "=r"(outptr), // %1 "=r"(r0), // %2 "=r"(r1), // %3 "=r"(r2) // %4 : "0"(nn), "1"(outptr), "2"(r0), "3"(r1), "4"(r2), "w"(_k0123), // %10 "w"(_k3456), // %11 "w"(_k6789) // %12 : "cc", "memory", "q0", "q1", "q2", "q3", "q8", "q9", "q10", "q11", "q12", "q13", "q14", "q15" ); } #endif // __aarch64__ #endif // __ARM_NEON for (; remain>0; remain--) { #if __ARM_NEON float32x4_t _r00 = vld1q_f32(r0); float32x4_t _r10 = vld1q_f32(r1); float32x4_t _r20 = vld1q_f32(r2); float32x4_t _sum = vmulq_f32(_r00, _k0123); _sum = vmlaq_f32(_sum, _r10, _k3456); _sum = vmlaq_f32(_sum, _r20, _k6789); _sum = vsetq_lane_f32(*outptr, _sum, 3); #if __aarch64__ *outptr = vaddvq_f32(_sum); #else float32x2_t _ss = vadd_f32(vget_low_f32(_sum), vget_high_f32(_sum)); _ss = vpadd_f32(_ss, _ss); *outptr = vget_lane_f32(_ss, 0); #endif // __aarch64__ #else float sum = 0; sum += r0[0] * ktmp[0]; sum += r0[1] * ktmp[1]; sum += r0[2] * ktmp[2]; sum += r1[0] * ktmp[3]; sum += r1[1] * ktmp[4]; sum += r1[2] * ktmp[5]; sum += r2[0] * ktmp[6]; sum += r2[1] * ktmp[7]; sum += r2[2] * ktmp[8]; *outptr += sum; #endif // __ARM_NEON r0 += 2; r1 += 2; r2 += 2; outptr++; } r0 += tailstep; r1 += tailstep; r2 += tailstep; } ktmp += 9; } } }
DRB062-matrixvector2-orig-no.c
/* Copyright (c) 2017, Lawrence Livermore National Security, LLC. Produced at the Lawrence Livermore National Laboratory Written by Chunhua Liao, Pei-Hung Lin, Joshua Asplund, Markus Schordan, and Ian Karlin (email: liao6@llnl.gov, lin32@llnl.gov, asplund1@llnl.gov, schordan1@llnl.gov, karlin1@llnl.gov) LLNL-CODE-732144 All rights reserved. This file is part of DataRaceBench. For details, see https://github.com/LLNL/dataracebench. Please also see the LICENSE file for our additional BSD notice. Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: * Redistributions of source code must retain the above copyright notice, this list of conditions and the disclaimer below. * Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the disclaimer (as noted below) in the documentation and/or other materials provided with the distribution. * Neither the name of the LLNS/LLNL nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL LAWRENCE LIVERMORE NATIONAL SECURITY, LLC, THE U.S. DEPARTMENT OF ENERGY OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. */ /* Matrix-vector multiplication: inner level parallelization. */ #define N 1000 #include <omp.h> double a[1000][1000]; double v[1000]; double v_out[1000]; int init() { int i; int j; int k; #pragma omp parallel for private (i,j) for (i = 0; i <= 999; i += 1) { #pragma omp parallel for private (j) for (j = 0; j <= 999; j += 1) { a[i][j] = (i * j) + 0.01; } v_out[i] = (i * j) + 0.01; v[i] = (i * j) + 0.01; } return 0; } void mv() { int i; int j; #pragma omp parallel for private (i,j) for (i = 0; i <= 999; i += 1) { double sum = 0.0; #pragma omp parallel for private (j) reduction (+:sum) for (j = 0; j <= 999; j += 1) { sum += a[i][j] * v[j]; } v_out[i] = sum; } } int print() { int i; int j; int k; for (i = 0; i <= 999; i += 1) { for (j = 0; j <= 999; j += 1) { printf("%lf\n",a[i][j]); } printf("%lf\n",v_out[i]); printf("%lf\n",v[i]); } return 0; } int main() { init(); mv(); print(); return 0; }
glove_cython.c
/* Generated by Cython 0.29.23 */ /* BEGIN: Cython Metadata { "distutils": { "depends": [], "extra_compile_args": [ "-fopenmp", "-ffast-math" ], "extra_link_args": [ "-fopenmp" ], "name": "glove.glove_cython", "sources": [ "glove/glove_cython.pyx" ] }, "module_name": "glove.glove_cython" } END: Cython Metadata */ #ifndef PY_SSIZE_T_CLEAN #define PY_SSIZE_T_CLEAN #endif /* PY_SSIZE_T_CLEAN */ #include "Python.h" #ifndef Py_PYTHON_H #error Python headers needed to compile C extensions, please install development version of Python. #elif PY_VERSION_HEX < 0x02060000 || (0x03000000 <= PY_VERSION_HEX && PY_VERSION_HEX < 0x03030000) #error Cython requires Python 2.6+ or Python 3.3+. #else #define CYTHON_ABI "0_29_23" #define CYTHON_HEX_VERSION 0x001D17F0 #define CYTHON_FUTURE_DIVISION 0 #include <stddef.h> #ifndef offsetof #define offsetof(type, member) ( (size_t) & ((type*)0) -> member ) #endif #if !defined(WIN32) && !defined(MS_WINDOWS) #ifndef __stdcall #define __stdcall #endif #ifndef __cdecl #define __cdecl #endif #ifndef __fastcall #define __fastcall #endif #endif #ifndef DL_IMPORT #define DL_IMPORT(t) t #endif #ifndef DL_EXPORT #define DL_EXPORT(t) t #endif #define __PYX_COMMA , #ifndef HAVE_LONG_LONG #if PY_VERSION_HEX >= 0x02070000 #define HAVE_LONG_LONG #endif #endif #ifndef PY_LONG_LONG #define PY_LONG_LONG LONG_LONG #endif #ifndef Py_HUGE_VAL #define Py_HUGE_VAL HUGE_VAL #endif #ifdef PYPY_VERSION #define CYTHON_COMPILING_IN_PYPY 1 #define CYTHON_COMPILING_IN_PYSTON 0 #define CYTHON_COMPILING_IN_CPYTHON 0 #undef CYTHON_USE_TYPE_SLOTS #define CYTHON_USE_TYPE_SLOTS 0 #undef CYTHON_USE_PYTYPE_LOOKUP #define CYTHON_USE_PYTYPE_LOOKUP 0 #if PY_VERSION_HEX < 0x03050000 #undef CYTHON_USE_ASYNC_SLOTS #define CYTHON_USE_ASYNC_SLOTS 0 #elif !defined(CYTHON_USE_ASYNC_SLOTS) #define CYTHON_USE_ASYNC_SLOTS 1 #endif #undef CYTHON_USE_PYLIST_INTERNALS #define CYTHON_USE_PYLIST_INTERNALS 0 #undef CYTHON_USE_UNICODE_INTERNALS #define CYTHON_USE_UNICODE_INTERNALS 0 #undef CYTHON_USE_UNICODE_WRITER #define CYTHON_USE_UNICODE_WRITER 0 #undef CYTHON_USE_PYLONG_INTERNALS #define CYTHON_USE_PYLONG_INTERNALS 0 #undef CYTHON_AVOID_BORROWED_REFS #define CYTHON_AVOID_BORROWED_REFS 1 #undef CYTHON_ASSUME_SAFE_MACROS #define CYTHON_ASSUME_SAFE_MACROS 0 #undef CYTHON_UNPACK_METHODS #define CYTHON_UNPACK_METHODS 0 #undef CYTHON_FAST_THREAD_STATE #define CYTHON_FAST_THREAD_STATE 0 #undef CYTHON_FAST_PYCALL #define CYTHON_FAST_PYCALL 0 #undef CYTHON_PEP489_MULTI_PHASE_INIT #define CYTHON_PEP489_MULTI_PHASE_INIT 0 #undef CYTHON_USE_TP_FINALIZE #define CYTHON_USE_TP_FINALIZE 0 #undef CYTHON_USE_DICT_VERSIONS #define CYTHON_USE_DICT_VERSIONS 0 #undef CYTHON_USE_EXC_INFO_STACK #define CYTHON_USE_EXC_INFO_STACK 0 #elif defined(PYSTON_VERSION) #define CYTHON_COMPILING_IN_PYPY 0 #define CYTHON_COMPILING_IN_PYSTON 1 #define CYTHON_COMPILING_IN_CPYTHON 0 #ifndef CYTHON_USE_TYPE_SLOTS #define CYTHON_USE_TYPE_SLOTS 1 #endif #undef CYTHON_USE_PYTYPE_LOOKUP #define CYTHON_USE_PYTYPE_LOOKUP 0 #undef CYTHON_USE_ASYNC_SLOTS #define CYTHON_USE_ASYNC_SLOTS 0 #undef CYTHON_USE_PYLIST_INTERNALS #define CYTHON_USE_PYLIST_INTERNALS 0 #ifndef CYTHON_USE_UNICODE_INTERNALS #define CYTHON_USE_UNICODE_INTERNALS 1 #endif #undef CYTHON_USE_UNICODE_WRITER #define CYTHON_USE_UNICODE_WRITER 0 #undef CYTHON_USE_PYLONG_INTERNALS #define CYTHON_USE_PYLONG_INTERNALS 0 #ifndef CYTHON_AVOID_BORROWED_REFS #define CYTHON_AVOID_BORROWED_REFS 0 #endif #ifndef CYTHON_ASSUME_SAFE_MACROS #define CYTHON_ASSUME_SAFE_MACROS 1 #endif #ifndef CYTHON_UNPACK_METHODS #define CYTHON_UNPACK_METHODS 1 #endif #undef CYTHON_FAST_THREAD_STATE #define CYTHON_FAST_THREAD_STATE 0 #undef CYTHON_FAST_PYCALL #define CYTHON_FAST_PYCALL 0 #undef CYTHON_PEP489_MULTI_PHASE_INIT #define CYTHON_PEP489_MULTI_PHASE_INIT 0 #undef CYTHON_USE_TP_FINALIZE #define CYTHON_USE_TP_FINALIZE 0 #undef CYTHON_USE_DICT_VERSIONS #define CYTHON_USE_DICT_VERSIONS 0 #undef CYTHON_USE_EXC_INFO_STACK #define CYTHON_USE_EXC_INFO_STACK 0 #else #define CYTHON_COMPILING_IN_PYPY 0 #define CYTHON_COMPILING_IN_PYSTON 0 #define CYTHON_COMPILING_IN_CPYTHON 1 #ifndef CYTHON_USE_TYPE_SLOTS #define CYTHON_USE_TYPE_SLOTS 1 #endif #if PY_VERSION_HEX < 0x02070000 #undef CYTHON_USE_PYTYPE_LOOKUP #define CYTHON_USE_PYTYPE_LOOKUP 0 #elif !defined(CYTHON_USE_PYTYPE_LOOKUP) #define CYTHON_USE_PYTYPE_LOOKUP 1 #endif #if PY_MAJOR_VERSION < 3 #undef CYTHON_USE_ASYNC_SLOTS #define CYTHON_USE_ASYNC_SLOTS 0 #elif !defined(CYTHON_USE_ASYNC_SLOTS) #define CYTHON_USE_ASYNC_SLOTS 1 #endif #if PY_VERSION_HEX < 0x02070000 #undef CYTHON_USE_PYLONG_INTERNALS #define CYTHON_USE_PYLONG_INTERNALS 0 #elif !defined(CYTHON_USE_PYLONG_INTERNALS) #define CYTHON_USE_PYLONG_INTERNALS 1 #endif #ifndef CYTHON_USE_PYLIST_INTERNALS #define CYTHON_USE_PYLIST_INTERNALS 1 #endif #ifndef CYTHON_USE_UNICODE_INTERNALS #define CYTHON_USE_UNICODE_INTERNALS 1 #endif #if PY_VERSION_HEX < 0x030300F0 #undef CYTHON_USE_UNICODE_WRITER #define CYTHON_USE_UNICODE_WRITER 0 #elif !defined(CYTHON_USE_UNICODE_WRITER) #define CYTHON_USE_UNICODE_WRITER 1 #endif #ifndef CYTHON_AVOID_BORROWED_REFS #define CYTHON_AVOID_BORROWED_REFS 0 #endif #ifndef CYTHON_ASSUME_SAFE_MACROS #define CYTHON_ASSUME_SAFE_MACROS 1 #endif #ifndef CYTHON_UNPACK_METHODS #define CYTHON_UNPACK_METHODS 1 #endif #ifndef CYTHON_FAST_THREAD_STATE #define CYTHON_FAST_THREAD_STATE 1 #endif #ifndef CYTHON_FAST_PYCALL #define CYTHON_FAST_PYCALL 1 #endif #ifndef CYTHON_PEP489_MULTI_PHASE_INIT #define CYTHON_PEP489_MULTI_PHASE_INIT (PY_VERSION_HEX >= 0x03050000) #endif #ifndef CYTHON_USE_TP_FINALIZE #define CYTHON_USE_TP_FINALIZE (PY_VERSION_HEX >= 0x030400a1) #endif #ifndef CYTHON_USE_DICT_VERSIONS #define CYTHON_USE_DICT_VERSIONS (PY_VERSION_HEX >= 0x030600B1) #endif #ifndef CYTHON_USE_EXC_INFO_STACK #define CYTHON_USE_EXC_INFO_STACK (PY_VERSION_HEX >= 0x030700A3) #endif #endif #if !defined(CYTHON_FAST_PYCCALL) #define CYTHON_FAST_PYCCALL (CYTHON_FAST_PYCALL && PY_VERSION_HEX >= 0x030600B1) #endif #if CYTHON_USE_PYLONG_INTERNALS #include "longintrepr.h" #undef SHIFT #undef BASE #undef MASK #ifdef SIZEOF_VOID_P enum { __pyx_check_sizeof_voidp = 1 / (int)(SIZEOF_VOID_P == sizeof(void*)) }; #endif #endif #ifndef __has_attribute #define __has_attribute(x) 0 #endif #ifndef __has_cpp_attribute #define __has_cpp_attribute(x) 0 #endif #ifndef CYTHON_RESTRICT #if defined(__GNUC__) #define CYTHON_RESTRICT __restrict__ #elif defined(_MSC_VER) && _MSC_VER >= 1400 #define CYTHON_RESTRICT __restrict #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L #define CYTHON_RESTRICT restrict #else #define CYTHON_RESTRICT #endif #endif #ifndef CYTHON_UNUSED # if defined(__GNUC__) # if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4)) # define CYTHON_UNUSED __attribute__ ((__unused__)) # else # define CYTHON_UNUSED # endif # elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER)) # define CYTHON_UNUSED __attribute__ ((__unused__)) # else # define CYTHON_UNUSED # endif #endif #ifndef CYTHON_MAYBE_UNUSED_VAR # if defined(__cplusplus) template<class T> void CYTHON_MAYBE_UNUSED_VAR( const T& ) { } # else # define CYTHON_MAYBE_UNUSED_VAR(x) (void)(x) # endif #endif #ifndef CYTHON_NCP_UNUSED # if CYTHON_COMPILING_IN_CPYTHON # define CYTHON_NCP_UNUSED # else # define CYTHON_NCP_UNUSED CYTHON_UNUSED # endif #endif #define __Pyx_void_to_None(void_result) ((void)(void_result), Py_INCREF(Py_None), Py_None) #ifdef _MSC_VER #ifndef _MSC_STDINT_H_ #if _MSC_VER < 1300 typedef unsigned char uint8_t; typedef unsigned int uint32_t; #else typedef unsigned __int8 uint8_t; typedef unsigned __int32 uint32_t; #endif #endif #else #include <stdint.h> #endif #ifndef CYTHON_FALLTHROUGH #if defined(__cplusplus) && __cplusplus >= 201103L #if __has_cpp_attribute(fallthrough) #define CYTHON_FALLTHROUGH [[fallthrough]] #elif __has_cpp_attribute(clang::fallthrough) #define CYTHON_FALLTHROUGH [[clang::fallthrough]] #elif __has_cpp_attribute(gnu::fallthrough) #define CYTHON_FALLTHROUGH [[gnu::fallthrough]] #endif #endif #ifndef CYTHON_FALLTHROUGH #if __has_attribute(fallthrough) #define CYTHON_FALLTHROUGH __attribute__((fallthrough)) #else #define CYTHON_FALLTHROUGH #endif #endif #if defined(__clang__ ) && defined(__apple_build_version__) #if __apple_build_version__ < 7000000 #undef CYTHON_FALLTHROUGH #define CYTHON_FALLTHROUGH #endif #endif #endif #ifndef CYTHON_INLINE #if defined(__clang__) #define CYTHON_INLINE __inline__ __attribute__ ((__unused__)) #elif defined(__GNUC__) #define CYTHON_INLINE __inline__ #elif defined(_MSC_VER) #define CYTHON_INLINE __inline #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L #define CYTHON_INLINE inline #else #define CYTHON_INLINE #endif #endif #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x02070600 && !defined(Py_OptimizeFlag) #define Py_OptimizeFlag 0 #endif #define __PYX_BUILD_PY_SSIZE_T "n" #define CYTHON_FORMAT_SSIZE_T "z" #if PY_MAJOR_VERSION < 3 #define __Pyx_BUILTIN_MODULE_NAME "__builtin__" #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\ PyCode_New(a+k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) #define __Pyx_DefaultClassType PyClass_Type #else #define __Pyx_BUILTIN_MODULE_NAME "builtins" #if PY_VERSION_HEX >= 0x030800A4 && PY_VERSION_HEX < 0x030800B2 #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\ PyCode_New(a, 0, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) #else #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\ PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) #endif #define __Pyx_DefaultClassType PyType_Type #endif #ifndef Py_TPFLAGS_CHECKTYPES #define Py_TPFLAGS_CHECKTYPES 0 #endif #ifndef Py_TPFLAGS_HAVE_INDEX #define Py_TPFLAGS_HAVE_INDEX 0 #endif #ifndef Py_TPFLAGS_HAVE_NEWBUFFER #define Py_TPFLAGS_HAVE_NEWBUFFER 0 #endif #ifndef Py_TPFLAGS_HAVE_FINALIZE #define Py_TPFLAGS_HAVE_FINALIZE 0 #endif #ifndef METH_STACKLESS #define METH_STACKLESS 0 #endif #if PY_VERSION_HEX <= 0x030700A3 || !defined(METH_FASTCALL) #ifndef METH_FASTCALL #define METH_FASTCALL 0x80 #endif typedef PyObject *(*__Pyx_PyCFunctionFast) (PyObject *self, PyObject *const *args, Py_ssize_t nargs); typedef PyObject *(*__Pyx_PyCFunctionFastWithKeywords) (PyObject *self, PyObject *const *args, Py_ssize_t nargs, PyObject *kwnames); #else #define __Pyx_PyCFunctionFast _PyCFunctionFast #define __Pyx_PyCFunctionFastWithKeywords _PyCFunctionFastWithKeywords #endif #if CYTHON_FAST_PYCCALL #define __Pyx_PyFastCFunction_Check(func)\ ((PyCFunction_Check(func) && (METH_FASTCALL == (PyCFunction_GET_FLAGS(func) & ~(METH_CLASS | METH_STATIC | METH_COEXIST | METH_KEYWORDS | METH_STACKLESS))))) #else #define __Pyx_PyFastCFunction_Check(func) 0 #endif #if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Malloc) #define PyObject_Malloc(s) PyMem_Malloc(s) #define PyObject_Free(p) PyMem_Free(p) #define PyObject_Realloc(p) PyMem_Realloc(p) #endif #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030400A1 #define PyMem_RawMalloc(n) PyMem_Malloc(n) #define PyMem_RawRealloc(p, n) PyMem_Realloc(p, n) #define PyMem_RawFree(p) PyMem_Free(p) #endif #if CYTHON_COMPILING_IN_PYSTON #define __Pyx_PyCode_HasFreeVars(co) PyCode_HasFreeVars(co) #define __Pyx_PyFrame_SetLineNumber(frame, lineno) PyFrame_SetLineNumber(frame, lineno) #else #define __Pyx_PyCode_HasFreeVars(co) (PyCode_GetNumFree(co) > 0) #define __Pyx_PyFrame_SetLineNumber(frame, lineno) (frame)->f_lineno = (lineno) #endif #if !CYTHON_FAST_THREAD_STATE || PY_VERSION_HEX < 0x02070000 #define __Pyx_PyThreadState_Current PyThreadState_GET() #elif PY_VERSION_HEX >= 0x03060000 #define __Pyx_PyThreadState_Current _PyThreadState_UncheckedGet() #elif PY_VERSION_HEX >= 0x03000000 #define __Pyx_PyThreadState_Current PyThreadState_GET() #else #define __Pyx_PyThreadState_Current _PyThreadState_Current #endif #if PY_VERSION_HEX < 0x030700A2 && !defined(PyThread_tss_create) && !defined(Py_tss_NEEDS_INIT) #include "pythread.h" #define Py_tss_NEEDS_INIT 0 typedef int Py_tss_t; static CYTHON_INLINE int PyThread_tss_create(Py_tss_t *key) { *key = PyThread_create_key(); return 0; } static CYTHON_INLINE Py_tss_t * PyThread_tss_alloc(void) { Py_tss_t *key = (Py_tss_t *)PyObject_Malloc(sizeof(Py_tss_t)); *key = Py_tss_NEEDS_INIT; return key; } static CYTHON_INLINE void PyThread_tss_free(Py_tss_t *key) { PyObject_Free(key); } static CYTHON_INLINE int PyThread_tss_is_created(Py_tss_t *key) { return *key != Py_tss_NEEDS_INIT; } static CYTHON_INLINE void PyThread_tss_delete(Py_tss_t *key) { PyThread_delete_key(*key); *key = Py_tss_NEEDS_INIT; } static CYTHON_INLINE int PyThread_tss_set(Py_tss_t *key, void *value) { return PyThread_set_key_value(*key, value); } static CYTHON_INLINE void * PyThread_tss_get(Py_tss_t *key) { return PyThread_get_key_value(*key); } #endif #if CYTHON_COMPILING_IN_CPYTHON || defined(_PyDict_NewPresized) #define __Pyx_PyDict_NewPresized(n) ((n <= 8) ? PyDict_New() : _PyDict_NewPresized(n)) #else #define __Pyx_PyDict_NewPresized(n) PyDict_New() #endif #if PY_MAJOR_VERSION >= 3 || CYTHON_FUTURE_DIVISION #define __Pyx_PyNumber_Divide(x,y) PyNumber_TrueDivide(x,y) #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceTrueDivide(x,y) #else #define __Pyx_PyNumber_Divide(x,y) PyNumber_Divide(x,y) #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceDivide(x,y) #endif #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1 && CYTHON_USE_UNICODE_INTERNALS #define __Pyx_PyDict_GetItemStr(dict, name) _PyDict_GetItem_KnownHash(dict, name, ((PyASCIIObject *) name)->hash) #else #define __Pyx_PyDict_GetItemStr(dict, name) PyDict_GetItem(dict, name) #endif #if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND) #define CYTHON_PEP393_ENABLED 1 #define __Pyx_PyUnicode_READY(op) (likely(PyUnicode_IS_READY(op)) ?\ 0 : _PyUnicode_Ready((PyObject *)(op))) #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_LENGTH(u) #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i) #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u) PyUnicode_MAX_CHAR_VALUE(u) #define __Pyx_PyUnicode_KIND(u) PyUnicode_KIND(u) #define __Pyx_PyUnicode_DATA(u) PyUnicode_DATA(u) #define __Pyx_PyUnicode_READ(k, d, i) PyUnicode_READ(k, d, i) #define __Pyx_PyUnicode_WRITE(k, d, i, ch) PyUnicode_WRITE(k, d, i, ch) #if defined(PyUnicode_IS_READY) && defined(PyUnicode_GET_SIZE) #define __Pyx_PyUnicode_IS_TRUE(u) (0 != (likely(PyUnicode_IS_READY(u)) ? 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__Pyx_NewRef(obj) : PySequence_Tuple(obj)) static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*); static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t); #if CYTHON_ASSUME_SAFE_MACROS #define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? 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default_encoding_c = PyBytes_AsString(default_encoding); if (!default_encoding_c) goto bad; if (strcmp(default_encoding_c, "ascii") == 0) { __Pyx_sys_getdefaultencoding_not_ascii = 0; } else { char ascii_chars[128]; int c; for (c = 0; c < 128; c++) { ascii_chars[c] = c; } __Pyx_sys_getdefaultencoding_not_ascii = 1; ascii_chars_u = PyUnicode_DecodeASCII(ascii_chars, 128, NULL); if (!ascii_chars_u) goto bad; ascii_chars_b = PyUnicode_AsEncodedString(ascii_chars_u, default_encoding_c, NULL); if (!ascii_chars_b || !PyBytes_Check(ascii_chars_b) || memcmp(ascii_chars, PyBytes_AS_STRING(ascii_chars_b), 128) != 0) { PyErr_Format( PyExc_ValueError, "This module compiled with c_string_encoding=ascii, but default encoding '%.200s' is not a superset of ascii.", default_encoding_c); goto bad; } Py_DECREF(ascii_chars_u); Py_DECREF(ascii_chars_b); } Py_DECREF(default_encoding); return 0; bad: Py_XDECREF(default_encoding); Py_XDECREF(ascii_chars_u); Py_XDECREF(ascii_chars_b); return -1; } #endif #if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT && PY_MAJOR_VERSION >= 3 #define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_DecodeUTF8(c_str, size, NULL) #else #define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_Decode(c_str, size, __PYX_DEFAULT_STRING_ENCODING, NULL) #if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT static char* __PYX_DEFAULT_STRING_ENCODING; 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/* PyObjectCall.proto */ #if CYTHON_COMPILING_IN_CPYTHON static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw); #else #define __Pyx_PyObject_Call(func, arg, kw) PyObject_Call(func, arg, kw) #endif /* PyThreadStateGet.proto */ #if CYTHON_FAST_THREAD_STATE #define __Pyx_PyThreadState_declare PyThreadState *__pyx_tstate; #define __Pyx_PyThreadState_assign __pyx_tstate = __Pyx_PyThreadState_Current; #define __Pyx_PyErr_Occurred() __pyx_tstate->curexc_type #else #define __Pyx_PyThreadState_declare #define __Pyx_PyThreadState_assign #define __Pyx_PyErr_Occurred() PyErr_Occurred() #endif /* PyErrFetchRestore.proto */ #if CYTHON_FAST_THREAD_STATE #define __Pyx_PyErr_Clear() __Pyx_ErrRestore(NULL, NULL, NULL) #define __Pyx_ErrRestoreWithState(type, value, tb) __Pyx_ErrRestoreInState(PyThreadState_GET(), type, value, tb) #define __Pyx_ErrFetchWithState(type, value, tb) __Pyx_ErrFetchInState(PyThreadState_GET(), type, value, tb) #define __Pyx_ErrRestore(type, value, tb) __Pyx_ErrRestoreInState(__pyx_tstate, type, value, tb) #define __Pyx_ErrFetch(type, value, tb) __Pyx_ErrFetchInState(__pyx_tstate, type, value, tb) static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb); static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb); #if CYTHON_COMPILING_IN_CPYTHON #define __Pyx_PyErr_SetNone(exc) (Py_INCREF(exc), __Pyx_ErrRestore((exc), NULL, NULL)) #else #define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc) #endif #else #define __Pyx_PyErr_Clear() PyErr_Clear() #define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc) #define __Pyx_ErrRestoreWithState(type, value, tb) PyErr_Restore(type, value, tb) #define __Pyx_ErrFetchWithState(type, value, tb) PyErr_Fetch(type, value, tb) #define __Pyx_ErrRestoreInState(tstate, type, value, tb) PyErr_Restore(type, value, tb) #define __Pyx_ErrFetchInState(tstate, type, value, tb) PyErr_Fetch(type, value, tb) #define __Pyx_ErrRestore(type, value, tb) PyErr_Restore(type, value, tb) #define __Pyx_ErrFetch(type, value, tb) PyErr_Fetch(type, value, tb) #endif /* RaiseException.proto */ static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause); /* PyCFunctionFastCall.proto */ #if CYTHON_FAST_PYCCALL static CYTHON_INLINE PyObject *__Pyx_PyCFunction_FastCall(PyObject *func, PyObject **args, Py_ssize_t nargs); #else #define __Pyx_PyCFunction_FastCall(func, args, nargs) (assert(0), NULL) #endif /* PyFunctionFastCall.proto */ #if CYTHON_FAST_PYCALL #define __Pyx_PyFunction_FastCall(func, args, nargs)\ __Pyx_PyFunction_FastCallDict((func), (args), (nargs), NULL) #if 1 || PY_VERSION_HEX < 0x030600B1 static PyObject *__Pyx_PyFunction_FastCallDict(PyObject *func, PyObject **args, Py_ssize_t nargs, PyObject *kwargs); #else #define __Pyx_PyFunction_FastCallDict(func, args, nargs, kwargs) _PyFunction_FastCallDict(func, args, nargs, kwargs) #endif #define __Pyx_BUILD_ASSERT_EXPR(cond)\ (sizeof(char [1 - 2*!(cond)]) - 1) #ifndef Py_MEMBER_SIZE #define Py_MEMBER_SIZE(type, member) sizeof(((type *)0)->member) #endif static size_t __pyx_pyframe_localsplus_offset = 0; #include "frameobject.h" #define __Pxy_PyFrame_Initialize_Offsets()\ ((void)__Pyx_BUILD_ASSERT_EXPR(sizeof(PyFrameObject) == offsetof(PyFrameObject, f_localsplus) + Py_MEMBER_SIZE(PyFrameObject, f_localsplus)),\ (void)(__pyx_pyframe_localsplus_offset = ((size_t)PyFrame_Type.tp_basicsize) - Py_MEMBER_SIZE(PyFrameObject, f_localsplus))) #define __Pyx_PyFrame_GetLocalsplus(frame)\ (assert(__pyx_pyframe_localsplus_offset), (PyObject **)(((char *)(frame)) + __pyx_pyframe_localsplus_offset)) #endif /* PyObjectCall2Args.proto */ static CYTHON_UNUSED PyObject* __Pyx_PyObject_Call2Args(PyObject* function, PyObject* arg1, PyObject* arg2); 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/*proto*/ /* GetAttr.proto */ static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *, PyObject *); /* GetItemInt.proto */ #define __Pyx_GetItemInt(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\ (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\ __Pyx_GetItemInt_Fast(o, (Py_ssize_t)i, is_list, wraparound, boundscheck) :\ (is_list ? 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__Pyx_NewRef(__pyx_dict_cached_value) : __Pyx_GetBuiltinName(name)) :\ __Pyx__GetModuleGlobalName(name, &__pyx_dict_version, &__pyx_dict_cached_value);\ } #define __Pyx_GetModuleGlobalNameUncached(var, name) {\ PY_UINT64_T __pyx_dict_version;\ PyObject *__pyx_dict_cached_value;\ (var) = __Pyx__GetModuleGlobalName(name, &__pyx_dict_version, &__pyx_dict_cached_value);\ } static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, PY_UINT64_T *dict_version, PyObject **dict_cached_value); #else #define __Pyx_GetModuleGlobalName(var, name) (var) = __Pyx__GetModuleGlobalName(name) #define __Pyx_GetModuleGlobalNameUncached(var, name) (var) = __Pyx__GetModuleGlobalName(name) static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name); #endif /* RaiseTooManyValuesToUnpack.proto */ static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected); /* RaiseNeedMoreValuesToUnpack.proto */ static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index); /* RaiseNoneIterError.proto */ static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void); /* ExtTypeTest.proto */ static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); /* GetTopmostException.proto */ #if CYTHON_USE_EXC_INFO_STACK static _PyErr_StackItem * __Pyx_PyErr_GetTopmostException(PyThreadState *tstate); #endif /* SaveResetException.proto */ #if CYTHON_FAST_THREAD_STATE #define __Pyx_ExceptionSave(type, value, tb) __Pyx__ExceptionSave(__pyx_tstate, type, value, tb) static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb); #define __Pyx_ExceptionReset(type, value, tb) __Pyx__ExceptionReset(__pyx_tstate, type, value, tb) static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb); #else #define __Pyx_ExceptionSave(type, value, tb) PyErr_GetExcInfo(type, value, tb) #define __Pyx_ExceptionReset(type, value, tb) PyErr_SetExcInfo(type, value, tb) #endif /* GetException.proto */ #if CYTHON_FAST_THREAD_STATE #define __Pyx_GetException(type, value, tb) __Pyx__GetException(__pyx_tstate, type, value, tb) static int __Pyx__GetException(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb); #else static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb); #endif /* SwapException.proto */ #if CYTHON_FAST_THREAD_STATE #define __Pyx_ExceptionSwap(type, value, tb) __Pyx__ExceptionSwap(__pyx_tstate, type, value, tb) static CYTHON_INLINE void __Pyx__ExceptionSwap(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb); #else static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb); #endif /* Import.proto */ static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level); /* FastTypeChecks.proto */ #if CYTHON_COMPILING_IN_CPYTHON #define __Pyx_TypeCheck(obj, type) __Pyx_IsSubtype(Py_TYPE(obj), (PyTypeObject *)type) static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b); static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, PyObject *type); static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObject *type1, PyObject *type2); #else #define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type) #define __Pyx_PyErr_GivenExceptionMatches(err, type) PyErr_GivenExceptionMatches(err, type) #define __Pyx_PyErr_GivenExceptionMatches2(err, type1, type2) (PyErr_GivenExceptionMatches(err, type1) || PyErr_GivenExceptionMatches(err, type2)) #endif #define __Pyx_PyException_Check(obj) __Pyx_TypeCheck(obj, PyExc_Exception) static CYTHON_UNUSED int __pyx_memoryview_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/ /* ListCompAppend.proto */ #if CYTHON_USE_PYLIST_INTERNALS && CYTHON_ASSUME_SAFE_MACROS static CYTHON_INLINE int __Pyx_ListComp_Append(PyObject* list, PyObject* x) { PyListObject* L = (PyListObject*) list; Py_ssize_t len = Py_SIZE(list); if (likely(L->allocated > len)) { Py_INCREF(x); PyList_SET_ITEM(list, len, x); __Pyx_SET_SIZE(list, len + 1); return 0; } return PyList_Append(list, x); } #else #define __Pyx_ListComp_Append(L,x) PyList_Append(L,x) #endif /* PyIntBinop.proto */ #if !CYTHON_COMPILING_IN_PYPY static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, long intval, int inplace, int zerodivision_check); #else #define __Pyx_PyInt_AddObjC(op1, op2, intval, inplace, zerodivision_check)\ (inplace ? PyNumber_InPlaceAdd(op1, op2) : PyNumber_Add(op1, op2)) #endif /* ListExtend.proto */ static CYTHON_INLINE int __Pyx_PyList_Extend(PyObject* L, PyObject* v) { #if CYTHON_COMPILING_IN_CPYTHON PyObject* none = _PyList_Extend((PyListObject*)L, v); if (unlikely(!none)) return -1; Py_DECREF(none); return 0; #else return PyList_SetSlice(L, PY_SSIZE_T_MAX, PY_SSIZE_T_MAX, v); #endif } /* ListAppend.proto */ #if CYTHON_USE_PYLIST_INTERNALS && CYTHON_ASSUME_SAFE_MACROS static CYTHON_INLINE int __Pyx_PyList_Append(PyObject* list, PyObject* x) { PyListObject* L = (PyListObject*) list; Py_ssize_t len = Py_SIZE(list); if (likely(L->allocated > len) & likely(len > (L->allocated >> 1))) { Py_INCREF(x); PyList_SET_ITEM(list, len, x); __Pyx_SET_SIZE(list, len + 1); return 0; } return PyList_Append(list, x); } #else #define __Pyx_PyList_Append(L,x) PyList_Append(L,x) #endif /* None.proto */ static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname); /* ImportFrom.proto */ static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name); /* HasAttr.proto */ static CYTHON_INLINE int __Pyx_HasAttr(PyObject *, PyObject *); /* PyObject_GenericGetAttrNoDict.proto */ #if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000 static CYTHON_INLINE PyObject* __Pyx_PyObject_GenericGetAttrNoDict(PyObject* obj, PyObject* attr_name); #else #define __Pyx_PyObject_GenericGetAttrNoDict PyObject_GenericGetAttr #endif /* PyObject_GenericGetAttr.proto */ #if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000 static PyObject* __Pyx_PyObject_GenericGetAttr(PyObject* obj, PyObject* attr_name); #else #define __Pyx_PyObject_GenericGetAttr PyObject_GenericGetAttr #endif /* SetVTable.proto */ static int __Pyx_SetVtable(PyObject *dict, void *vtable); /* PyObjectGetAttrStrNoError.proto */ static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStrNoError(PyObject* obj, PyObject* attr_name); /* SetupReduce.proto */ static int __Pyx_setup_reduce(PyObject* type_obj); /* CLineInTraceback.proto */ #ifdef CYTHON_CLINE_IN_TRACEBACK #define __Pyx_CLineForTraceback(tstate, c_line) (((CYTHON_CLINE_IN_TRACEBACK)) ? c_line : 0) #else static int __Pyx_CLineForTraceback(PyThreadState *tstate, int c_line); #endif /* CodeObjectCache.proto */ typedef struct { PyCodeObject* code_object; int code_line; } __Pyx_CodeObjectCacheEntry; struct __Pyx_CodeObjectCache { int count; int max_count; __Pyx_CodeObjectCacheEntry* entries; }; static struct __Pyx_CodeObjectCache __pyx_code_cache = {0,0,NULL}; static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line); static PyCodeObject *__pyx_find_code_object(int code_line); static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object); /* AddTraceback.proto */ static void __Pyx_AddTraceback(const char *funcname, int c_line, int py_line, const char *filename); #if PY_MAJOR_VERSION < 3 static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags); static void __Pyx_ReleaseBuffer(Py_buffer *view); #else #define __Pyx_GetBuffer PyObject_GetBuffer #define __Pyx_ReleaseBuffer PyBuffer_Release #endif /* BufferStructDeclare.proto */ typedef struct { Py_ssize_t shape, strides, suboffsets; } __Pyx_Buf_DimInfo; typedef struct { size_t refcount; Py_buffer pybuffer; } __Pyx_Buffer; typedef struct { __Pyx_Buffer *rcbuffer; char *data; __Pyx_Buf_DimInfo diminfo[8]; } __Pyx_LocalBuf_ND; /* MemviewSliceIsContig.proto */ static int __pyx_memviewslice_is_contig(const __Pyx_memviewslice mvs, char order, int ndim); /* OverlappingSlices.proto */ static int __pyx_slices_overlap(__Pyx_memviewslice *slice1, __Pyx_memviewslice *slice2, int ndim, size_t itemsize); /* Capsule.proto */ static CYTHON_INLINE PyObject *__pyx_capsule_create(void *p, const char *sig); /* IsLittleEndian.proto */ static CYTHON_INLINE int __Pyx_Is_Little_Endian(void); /* BufferFormatCheck.proto */ static const char* __Pyx_BufFmt_CheckString(__Pyx_BufFmt_Context* ctx, const char* ts); static void __Pyx_BufFmt_Init(__Pyx_BufFmt_Context* ctx, __Pyx_BufFmt_StackElem* stack, __Pyx_TypeInfo* type); /* TypeInfoCompare.proto */ static int __pyx_typeinfo_cmp(__Pyx_TypeInfo *a, __Pyx_TypeInfo *b); /* MemviewSliceValidateAndInit.proto */ static int __Pyx_ValidateAndInit_memviewslice( int *axes_specs, int c_or_f_flag, int buf_flags, int ndim, __Pyx_TypeInfo *dtype, __Pyx_BufFmt_StackElem stack[], __Pyx_memviewslice *memviewslice, PyObject *original_obj); /* ObjectToMemviewSlice.proto */ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_d_dc_double(PyObject *, int writable_flag); /* ObjectToMemviewSlice.proto */ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_dc_double(PyObject *, int writable_flag); /* ObjectToMemviewSlice.proto */ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_dc_int(PyObject *, int writable_flag); /* GCCDiagnostics.proto */ #if defined(__GNUC__) && (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 6)) #define __Pyx_HAS_GCC_DIAGNOSTIC #endif /* MemviewSliceCopyTemplate.proto */ static __Pyx_memviewslice __pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, const char *mode, int ndim, size_t sizeof_dtype, int contig_flag, int dtype_is_object); /* CIntFromPy.proto */ static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *); /* CIntToPy.proto */ static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value); /* CIntFromPy.proto */ static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *); /* CIntToPy.proto */ static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value); /* CIntFromPy.proto */ static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *); /* CheckBinaryVersion.proto */ static int __Pyx_check_binary_version(void); /* InitStrings.proto */ static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); static PyObject *__pyx_array_get_memview(struct __pyx_array_obj *__pyx_v_self); /* proto*/ static char *__pyx_memoryview_get_item_pointer(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index); /* proto*/ static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_obj); /* proto*/ static PyObject *__pyx_memoryview_setitem_slice_assignment(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_dst, PyObject *__pyx_v_src); /* proto*/ static PyObject *__pyx_memoryview_setitem_slice_assign_scalar(struct __pyx_memoryview_obj *__pyx_v_self, struct __pyx_memoryview_obj *__pyx_v_dst, PyObject *__pyx_v_value); /* proto*/ static PyObject *__pyx_memoryview_setitem_indexed(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value); /* proto*/ static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview_obj *__pyx_v_self, char *__pyx_v_itemp); /* proto*/ static PyObject *__pyx_memoryview_assign_item_from_object(struct __pyx_memoryview_obj *__pyx_v_self, char *__pyx_v_itemp, PyObject *__pyx_v_value); /* proto*/ static PyObject *__pyx_memoryviewslice_convert_item_to_object(struct __pyx_memoryviewslice_obj *__pyx_v_self, char *__pyx_v_itemp); /* proto*/ static PyObject *__pyx_memoryviewslice_assign_item_from_object(struct __pyx_memoryviewslice_obj *__pyx_v_self, char *__pyx_v_itemp, PyObject *__pyx_v_value); /* proto*/ /* Module declarations from 'glove.glove_cython' */ static PyTypeObject *__pyx_array_type = 0; static PyTypeObject *__pyx_MemviewEnum_type = 0; static PyTypeObject *__pyx_memoryview_type = 0; static PyTypeObject *__pyx_memoryviewslice_type = 0; static PyObject *generic = 0; static PyObject *strided = 0; static PyObject *indirect = 0; static PyObject *contiguous = 0; static PyObject *indirect_contiguous = 0; static int __pyx_memoryview_thread_locks_used; static PyThread_type_lock __pyx_memoryview_thread_locks[8]; static CYTHON_INLINE double __pyx_f_5glove_12glove_cython_double_min(double, double); /*proto*/ static struct __pyx_array_obj *__pyx_array_new(PyObject *, Py_ssize_t, char *, char *, char *); /*proto*/ static void *__pyx_align_pointer(void *, size_t); /*proto*/ static PyObject *__pyx_memoryview_new(PyObject *, int, int, __Pyx_TypeInfo *); /*proto*/ static CYTHON_INLINE int __pyx_memoryview_check(PyObject *); /*proto*/ static PyObject *_unellipsify(PyObject *, int); /*proto*/ static PyObject *assert_direct_dimensions(Py_ssize_t *, int); /*proto*/ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_obj *, PyObject *); /*proto*/ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *, Py_ssize_t, Py_ssize_t, Py_ssize_t, int, int, int *, Py_ssize_t, Py_ssize_t, Py_ssize_t, int, int, int, int); /*proto*/ static char *__pyx_pybuffer_index(Py_buffer *, char *, Py_ssize_t, Py_ssize_t); /*proto*/ static int __pyx_memslice_transpose(__Pyx_memviewslice *); /*proto*/ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice, int, PyObject *(*)(char *), int (*)(char *, PyObject *), int); /*proto*/ static __Pyx_memviewslice *__pyx_memoryview_get_slice_from_memoryview(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/ static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/ static PyObject *__pyx_memoryview_copy_object(struct __pyx_memoryview_obj *); /*proto*/ static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/ static Py_ssize_t abs_py_ssize_t(Py_ssize_t); /*proto*/ static char __pyx_get_best_slice_order(__Pyx_memviewslice *, int); /*proto*/ static void _copy_strided_to_strided(char *, Py_ssize_t *, char *, Py_ssize_t *, Py_ssize_t *, Py_ssize_t *, int, size_t); /*proto*/ static void copy_strided_to_strided(__Pyx_memviewslice *, __Pyx_memviewslice *, int, size_t); /*proto*/ static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *, int); /*proto*/ static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *, Py_ssize_t *, Py_ssize_t, int, char); /*proto*/ static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *, __Pyx_memviewslice *, char, int); /*proto*/ static int __pyx_memoryview_err_extents(int, Py_ssize_t, Py_ssize_t); /*proto*/ static int __pyx_memoryview_err_dim(PyObject *, char *, int); /*proto*/ static int __pyx_memoryview_err(PyObject *, char *); /*proto*/ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice, __Pyx_memviewslice, int, int, int); /*proto*/ static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *, int, int); /*proto*/ static void __pyx_memoryview_refcount_copying(__Pyx_memviewslice *, int, int, int); /*proto*/ static void __pyx_memoryview_refcount_objects_in_slice_with_gil(char *, Py_ssize_t *, Py_ssize_t *, int, int); /*proto*/ static void __pyx_memoryview_refcount_objects_in_slice(char *, Py_ssize_t *, Py_ssize_t *, int, int); /*proto*/ static void __pyx_memoryview_slice_assign_scalar(__Pyx_memviewslice *, int, size_t, void *, int); /*proto*/ static void __pyx_memoryview__slice_assign_scalar(char *, Py_ssize_t *, Py_ssize_t *, int, size_t, void *); /*proto*/ static PyObject *__pyx_unpickle_Enum__set_state(struct __pyx_MemviewEnum_obj *, PyObject *); /*proto*/ static __Pyx_TypeInfo __Pyx_TypeInfo_double = { "double", NULL, sizeof(double), { 0 }, 0, 'R', 0, 0 }; static __Pyx_TypeInfo __Pyx_TypeInfo_int = { "int", NULL, sizeof(int), { 0 }, 0, IS_UNSIGNED(int) ? 'U' : 'I', IS_UNSIGNED(int), 0 }; #define __Pyx_MODULE_NAME "glove.glove_cython" extern int __pyx_module_is_main_glove__glove_cython; int __pyx_module_is_main_glove__glove_cython = 0; /* Implementation of 'glove.glove_cython' */ static PyObject *__pyx_builtin_range; static PyObject *__pyx_builtin_ValueError; static PyObject *__pyx_builtin_MemoryError; static PyObject *__pyx_builtin_enumerate; static PyObject *__pyx_builtin_TypeError; static PyObject *__pyx_builtin_Ellipsis; static PyObject *__pyx_builtin_id; static PyObject *__pyx_builtin_IndexError; static const char __pyx_k_O[] = "O"; static const char __pyx_k_c[] = "c"; static const char __pyx_k_i[] = "i"; static const char __pyx_k_j[] = "j"; static const char __pyx_k_id[] = "id"; static const char __pyx_k_np[] = "np"; static const char __pyx_k_sp[] = "sp"; static const char __pyx_k__19[] = "*"; static const char __pyx_k_col[] = "col"; static const char __pyx_k_dim[] = "dim"; static const char __pyx_k_new[] = "__new__"; static const char __pyx_k_obj[] = "obj"; static const char __pyx_k_row[] = "row"; static const char __pyx_k_base[] = "base"; static const char __pyx_k_dict[] = "__dict__"; static const char __pyx_k_loss[] = "loss"; static const char __pyx_k_main[] = "__main__"; static const char __pyx_k_mode[] = "mode"; static const char __pyx_k_name[] = "name"; static const char __pyx_k_ndim[] = "ndim"; static const char __pyx_k_pack[] = "pack"; static const char __pyx_k_size[] = "size"; static const char __pyx_k_step[] = "step"; static const char __pyx_k_stop[] = "stop"; static const char __pyx_k_test[] = "__test__"; static const char __pyx_k_ASCII[] = "ASCII"; static const char __pyx_k_alpha[] = "alpha"; static const char __pyx_k_class[] = "__class__"; static const char __pyx_k_count[] = "count"; static const char __pyx_k_epoch[] = "epoch"; static const char __pyx_k_error[] = "error"; static const char __pyx_k_flags[] = "flags"; static const char __pyx_k_numpy[] = "numpy"; static const char __pyx_k_range[] = "range"; static const char __pyx_k_shape[] = "shape"; static const char __pyx_k_start[] = "start"; static const char __pyx_k_counts[] = "counts"; static const char __pyx_k_encode[] = "encode"; static const char __pyx_k_epochs[] = "epochs"; static const char __pyx_k_format[] = "format"; static const char __pyx_k_import[] = "__import__"; static const char __pyx_k_name_2[] = "__name__"; static const char __pyx_k_pickle[] = "pickle"; static const char __pyx_k_reduce[] = "__reduce__"; static const char __pyx_k_struct[] = "struct"; static const char __pyx_k_unpack[] = "unpack"; static const char __pyx_k_update[] = "update"; static const char __pyx_k_word_a[] = "word_a"; static const char __pyx_k_word_b[] = "word_b"; static const char __pyx_k_fortran[] = "fortran"; static const char __pyx_k_memview[] = "memview"; static const char __pyx_k_wordvec[] = "wordvec"; static const char __pyx_k_Ellipsis[] = "Ellipsis"; static const char __pyx_k_getstate[] = "__getstate__"; static const char __pyx_k_gradient[] = "gradient"; static const char __pyx_k_itemsize[] = "itemsize"; static const char __pyx_k_max_loss[] = "max_loss"; static const char __pyx_k_pyx_type[] = "__pyx_type"; static const char __pyx_k_setstate[] = "__setstate__"; static const char __pyx_k_wordbias[] = "wordbias"; static const char __pyx_k_TypeError[] = "TypeError"; static const char __pyx_k_enumerate[] = "enumerate"; static const char __pyx_k_max_count[] = "max_count"; static const char __pyx_k_pyx_state[] = "__pyx_state"; static const char __pyx_k_reduce_ex[] = "__reduce_ex__"; static const char __pyx_k_IndexError[] = "IndexError"; static const char __pyx_k_ValueError[] = "ValueError"; static const char __pyx_k_bias_count[] = "bias_count"; static const char __pyx_k_no_threads[] = "no_threads"; static const char __pyx_k_prediction[] = "prediction"; static const char __pyx_k_pyx_result[] = "__pyx_result"; static const char __pyx_k_pyx_vtable[] = "__pyx_vtable__"; static const char __pyx_k_MemoryError[] = "MemoryError"; static const char __pyx_k_PickleError[] = "PickleError"; static const char __pyx_k_bias_counts[] = "bias_counts"; static const char __pyx_k_collections[] = "collections"; static const char __pyx_k_fit_vectors[] = "fit_vectors"; static const char __pyx_k_entry_weight[] = "entry_weight"; static const char __pyx_k_paragraphvec[] = "paragraphvec"; static const char __pyx_k_pyx_checksum[] = "__pyx_checksum"; static const char __pyx_k_scipy_sparse[] = "scipy.sparse"; static const char __pyx_k_stringsource[] = "stringsource"; static const char __pyx_k_learning_rate[] = "learning_rate"; static const char __pyx_k_pyx_getbuffer[] = "__pyx_getbuffer"; static const char __pyx_k_reduce_cython[] = "__reduce_cython__"; static const char __pyx_k_shuffle_index[] = "shuffle_index"; static const char __pyx_k_sum_gradients[] = "sum_gradients"; static const char __pyx_k_View_MemoryView[] = "View.MemoryView"; static const char __pyx_k_allocate_buffer[] = "allocate_buffer"; static const char __pyx_k_dtype_is_object[] = "dtype_is_object"; static const char __pyx_k_pyx_PickleError[] = "__pyx_PickleError"; static const char __pyx_k_setstate_cython[] = "__setstate_cython__"; static const char __pyx_k_shuffle_indices[] = "shuffle_indices"; static const char __pyx_k_no_cooccurrences[] = "no_cooccurrences"; static const char __pyx_k_pyx_unpickle_Enum[] = "__pyx_unpickle_Enum"; static const char __pyx_k_cline_in_traceback[] = "cline_in_traceback"; static const char __pyx_k_glove_glove_cython[] = "glove.glove_cython"; static const char __pyx_k_strided_and_direct[] = "<strided and direct>"; static const char __pyx_k_transform_paragraph[] = "transform_paragraph"; static const char __pyx_k_strided_and_indirect[] = "<strided and indirect>"; static const char __pyx_k_contiguous_and_direct[] = "<contiguous and direct>"; static const char __pyx_k_initial_learning_rate[] = "initial_learning_rate"; static const char __pyx_k_wordvec_sum_gradients[] = "wordvec_sum_gradients"; static const char __pyx_k_MemoryView_of_r_object[] = "<MemoryView of %r object>"; static const char __pyx_k_glove_glove_cython_pyx[] = "glove/glove_cython.pyx"; static const char __pyx_k_wordbias_sum_gradients[] = "wordbias_sum_gradients"; static const char __pyx_k_MemoryView_of_r_at_0x_x[] = "<MemoryView of %r at 0x%x>"; static const char __pyx_k_contiguous_and_indirect[] = "<contiguous and indirect>"; static const char __pyx_k_Cannot_index_with_type_s[] = "Cannot index with type '%s'"; static const char __pyx_k_Invalid_shape_in_axis_d_d[] = "Invalid shape in axis %d: %d."; static const char __pyx_k_itemsize_0_for_cython_array[] = "itemsize <= 0 for cython.array"; static const char __pyx_k_unable_to_allocate_array_data[] = "unable to allocate array data."; static const char __pyx_k_strided_and_direct_or_indirect[] = "<strided and direct or indirect>"; static const char __pyx_k_Buffer_view_does_not_expose_stri[] = "Buffer view does not expose strides"; static const char __pyx_k_Can_only_create_a_buffer_that_is[] = "Can only create a buffer that is contiguous in memory."; static const char __pyx_k_Cannot_assign_to_read_only_memor[] = "Cannot assign to read-only memoryview"; static const char __pyx_k_Cannot_create_writable_memory_vi[] = "Cannot create writable memory view from read-only memoryview"; static const char __pyx_k_Empty_shape_tuple_for_cython_arr[] = "Empty shape tuple for cython.array"; static const char __pyx_k_Incompatible_checksums_s_vs_0xb0[] = "Incompatible checksums (%s vs 0xb068931 = (name))"; static const char __pyx_k_Indirect_dimensions_not_supporte[] = "Indirect dimensions not supported"; static const char __pyx_k_Invalid_mode_expected_c_or_fortr[] = "Invalid mode, expected 'c' or 'fortran', got %s"; static const char __pyx_k_Out_of_bounds_on_buffer_access_a[] = "Out of bounds on buffer access (axis %d)"; static const char __pyx_k_Unable_to_convert_item_to_object[] = "Unable to convert item to object"; static const char __pyx_k_got_differing_extents_in_dimensi[] = "got differing extents in dimension %d (got %d and %d)"; static const char __pyx_k_no_default___reduce___due_to_non[] = "no default __reduce__ due to non-trivial __cinit__"; static const char __pyx_k_unable_to_allocate_shape_and_str[] = "unable to allocate shape and strides."; static PyObject *__pyx_n_s_ASCII; static PyObject *__pyx_kp_s_Buffer_view_does_not_expose_stri; static PyObject *__pyx_kp_s_Can_only_create_a_buffer_that_is; static PyObject *__pyx_kp_s_Cannot_assign_to_read_only_memor; static PyObject *__pyx_kp_s_Cannot_create_writable_memory_vi; static PyObject *__pyx_kp_s_Cannot_index_with_type_s; static PyObject *__pyx_n_s_Ellipsis; static PyObject *__pyx_kp_s_Empty_shape_tuple_for_cython_arr; static PyObject *__pyx_kp_s_Incompatible_checksums_s_vs_0xb0; static PyObject *__pyx_n_s_IndexError; static PyObject *__pyx_kp_s_Indirect_dimensions_not_supporte; static PyObject *__pyx_kp_s_Invalid_mode_expected_c_or_fortr; static PyObject *__pyx_kp_s_Invalid_shape_in_axis_d_d; static PyObject *__pyx_n_s_MemoryError; static PyObject *__pyx_kp_s_MemoryView_of_r_at_0x_x; static PyObject *__pyx_kp_s_MemoryView_of_r_object; static PyObject *__pyx_n_b_O; static PyObject *__pyx_kp_s_Out_of_bounds_on_buffer_access_a; static PyObject *__pyx_n_s_PickleError; static PyObject *__pyx_n_s_TypeError; static PyObject *__pyx_kp_s_Unable_to_convert_item_to_object; static PyObject *__pyx_n_s_ValueError; static PyObject *__pyx_n_s_View_MemoryView; static PyObject *__pyx_n_s__19; static PyObject *__pyx_n_s_allocate_buffer; static PyObject *__pyx_n_s_alpha; static PyObject *__pyx_n_s_base; static PyObject *__pyx_n_s_bias_count; static PyObject *__pyx_n_s_bias_counts; static PyObject *__pyx_n_s_c; static PyObject *__pyx_n_u_c; static PyObject *__pyx_n_s_class; static PyObject *__pyx_n_s_cline_in_traceback; static PyObject *__pyx_n_s_col; static PyObject *__pyx_n_s_collections; static PyObject *__pyx_kp_s_contiguous_and_direct; static PyObject *__pyx_kp_s_contiguous_and_indirect; static PyObject *__pyx_n_s_count; static PyObject *__pyx_n_s_counts; static PyObject *__pyx_n_s_dict; static PyObject *__pyx_n_s_dim; static PyObject *__pyx_n_s_dtype_is_object; static PyObject *__pyx_n_s_encode; static PyObject *__pyx_n_s_entry_weight; static PyObject *__pyx_n_s_enumerate; static PyObject *__pyx_n_s_epoch; static PyObject *__pyx_n_s_epochs; static PyObject *__pyx_n_s_error; static PyObject *__pyx_n_s_fit_vectors; static PyObject *__pyx_n_s_flags; static PyObject *__pyx_n_s_format; static PyObject *__pyx_n_s_fortran; static PyObject *__pyx_n_u_fortran; static PyObject *__pyx_n_s_getstate; static PyObject *__pyx_n_s_glove_glove_cython; static PyObject *__pyx_kp_s_glove_glove_cython_pyx; static PyObject *__pyx_kp_s_got_differing_extents_in_dimensi; static PyObject *__pyx_n_s_gradient; static PyObject *__pyx_n_s_i; static PyObject *__pyx_n_s_id; static PyObject *__pyx_n_s_import; static PyObject *__pyx_n_s_initial_learning_rate; static PyObject *__pyx_n_s_itemsize; static PyObject *__pyx_kp_s_itemsize_0_for_cython_array; static PyObject *__pyx_n_s_j; static PyObject *__pyx_n_s_learning_rate; static PyObject *__pyx_n_s_loss; static PyObject *__pyx_n_s_main; static PyObject *__pyx_n_s_max_count; static PyObject *__pyx_n_s_max_loss; static PyObject *__pyx_n_s_memview; static PyObject *__pyx_n_s_mode; static PyObject *__pyx_n_s_name; static PyObject *__pyx_n_s_name_2; static PyObject *__pyx_n_s_ndim; static PyObject *__pyx_n_s_new; static PyObject *__pyx_n_s_no_cooccurrences; static PyObject *__pyx_kp_s_no_default___reduce___due_to_non; static PyObject *__pyx_n_s_no_threads; static PyObject *__pyx_n_s_np; static PyObject *__pyx_n_s_numpy; static PyObject *__pyx_n_s_obj; static PyObject *__pyx_n_s_pack; static PyObject *__pyx_n_s_paragraphvec; static PyObject *__pyx_n_s_pickle; static PyObject *__pyx_n_s_prediction; static PyObject *__pyx_n_s_pyx_PickleError; static PyObject *__pyx_n_s_pyx_checksum; static PyObject *__pyx_n_s_pyx_getbuffer; static PyObject *__pyx_n_s_pyx_result; static PyObject *__pyx_n_s_pyx_state; static PyObject *__pyx_n_s_pyx_type; static PyObject *__pyx_n_s_pyx_unpickle_Enum; static PyObject *__pyx_n_s_pyx_vtable; static PyObject *__pyx_n_s_range; static PyObject *__pyx_n_s_reduce; static PyObject *__pyx_n_s_reduce_cython; static PyObject *__pyx_n_s_reduce_ex; static PyObject *__pyx_n_s_row; static PyObject *__pyx_n_s_scipy_sparse; static PyObject *__pyx_n_s_setstate; static PyObject *__pyx_n_s_setstate_cython; static PyObject *__pyx_n_s_shape; static PyObject *__pyx_n_s_shuffle_index; static PyObject *__pyx_n_s_shuffle_indices; static PyObject *__pyx_n_s_size; static PyObject *__pyx_n_s_sp; static PyObject *__pyx_n_s_start; static PyObject *__pyx_n_s_step; static PyObject *__pyx_n_s_stop; static PyObject *__pyx_kp_s_strided_and_direct; static PyObject *__pyx_kp_s_strided_and_direct_or_indirect; static PyObject *__pyx_kp_s_strided_and_indirect; static PyObject *__pyx_kp_s_stringsource; static PyObject *__pyx_n_s_struct; static PyObject *__pyx_n_s_sum_gradients; static PyObject *__pyx_n_s_test; static PyObject *__pyx_n_s_transform_paragraph; static PyObject *__pyx_kp_s_unable_to_allocate_array_data; static PyObject *__pyx_kp_s_unable_to_allocate_shape_and_str; static PyObject *__pyx_n_s_unpack; static PyObject *__pyx_n_s_update; static PyObject *__pyx_n_s_word_a; static PyObject *__pyx_n_s_word_b; static PyObject *__pyx_n_s_wordbias; static PyObject *__pyx_n_s_wordbias_sum_gradients; static PyObject *__pyx_n_s_wordvec; static PyObject *__pyx_n_s_wordvec_sum_gradients; static PyObject *__pyx_pf_5glove_12glove_cython_fit_vectors(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_wordvec, __Pyx_memviewslice __pyx_v_wordvec_sum_gradients, __Pyx_memviewslice __pyx_v_wordbias, __Pyx_memviewslice __pyx_v_wordbias_sum_gradients, __Pyx_memviewslice __pyx_v_row, __Pyx_memviewslice __pyx_v_col, __Pyx_memviewslice __pyx_v_counts, __Pyx_memviewslice __pyx_v_bias_counts, __Pyx_memviewslice __pyx_v_shuffle_indices, double __pyx_v_initial_learning_rate, double __pyx_v_max_count, double __pyx_v_alpha, double __pyx_v_max_loss, CYTHON_UNUSED int __pyx_v_no_threads); /* proto */ static PyObject *__pyx_pf_5glove_12glove_cython_2transform_paragraph(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_wordvec, __Pyx_memviewslice __pyx_v_wordbias, __Pyx_memviewslice __pyx_v_paragraphvec, __Pyx_memviewslice __pyx_v_sum_gradients, __Pyx_memviewslice __pyx_v_row, __Pyx_memviewslice __pyx_v_counts, __Pyx_memviewslice __pyx_v_shuffle_indices, double __pyx_v_initial_learning_rate, double __pyx_v_max_count, double __pyx_v_alpha, int __pyx_v_epochs); /* proto */ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_shape, Py_ssize_t __pyx_v_itemsize, PyObject *__pyx_v_format, PyObject *__pyx_v_mode, int __pyx_v_allocate_buffer); /* proto */ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(struct __pyx_array_obj *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */ static void __pyx_array___pyx_pf_15View_dot_MemoryView_5array_4__dealloc__(struct __pyx_array_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_15View_dot_MemoryView_5array_7memview___get__(struct __pyx_array_obj *__pyx_v_self); /* proto */ static Py_ssize_t __pyx_array___pyx_pf_15View_dot_MemoryView_5array_6__len__(struct __pyx_array_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_array___pyx_pf_15View_dot_MemoryView_5array_8__getattr__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_attr); /* proto */ static PyObject *__pyx_array___pyx_pf_15View_dot_MemoryView_5array_10__getitem__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_item); /* proto */ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_12__setitem__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_item, PyObject *__pyx_v_value); /* proto */ static PyObject *__pyx_pf___pyx_array___reduce_cython__(CYTHON_UNUSED struct __pyx_array_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_pf___pyx_array_2__setstate_cython__(CYTHON_UNUSED struct __pyx_array_obj *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v___pyx_state); /* proto */ static int __pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum___init__(struct __pyx_MemviewEnum_obj *__pyx_v_self, PyObject *__pyx_v_name); /* proto */ static PyObject *__pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum_2__repr__(struct __pyx_MemviewEnum_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_pf___pyx_MemviewEnum___reduce_cython__(struct __pyx_MemviewEnum_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_pf___pyx_MemviewEnum_2__setstate_cython__(struct __pyx_MemviewEnum_obj *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_obj, int __pyx_v_flags, int __pyx_v_dtype_is_object); /* proto */ static void __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_2__dealloc__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4__getitem__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index); /* proto */ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setitem__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value); /* proto */ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbuffer__(struct __pyx_memoryview_obj *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_1T___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4base___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_5shape___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_7strides___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_10suboffsets___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4ndim___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_8itemsize___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_6nbytes___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4size___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ static Py_ssize_t __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_10__len__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_12__repr__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_14__str__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_16is_c_contig(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_18is_f_contig(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_20copy(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_22copy_fortran(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_pf___pyx_memoryview___reduce_cython__(CYTHON_UNUSED struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_pf___pyx_memoryview_2__setstate_cython__(CYTHON_UNUSED struct __pyx_memoryview_obj *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v___pyx_state); /* proto */ static void __pyx_memoryviewslice___pyx_pf_15View_dot_MemoryView_16_memoryviewslice___dealloc__(struct __pyx_memoryviewslice_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_15View_dot_MemoryView_16_memoryviewslice_4base___get__(struct __pyx_memoryviewslice_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_pf___pyx_memoryviewslice___reduce_cython__(CYTHON_UNUSED struct __pyx_memoryviewslice_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_pf___pyx_memoryviewslice_2__setstate_cython__(CYTHON_UNUSED struct __pyx_memoryviewslice_obj *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v___pyx_state); /* proto */ static PyObject *__pyx_pf_15View_dot_MemoryView___pyx_unpickle_Enum(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v___pyx_type, long __pyx_v___pyx_checksum, PyObject *__pyx_v___pyx_state); /* proto */ static PyObject *__pyx_tp_new_array(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ static PyObject *__pyx_tp_new_Enum(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ static PyObject *__pyx_tp_new_memoryview(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ static PyObject *__pyx_tp_new__memoryviewslice(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ static PyObject *__pyx_int_0; static PyObject *__pyx_int_1; static PyObject *__pyx_int_184977713; static PyObject *__pyx_int_neg_1; static PyObject *__pyx_tuple_; static PyObject *__pyx_tuple__2; static PyObject *__pyx_tuple__3; static PyObject *__pyx_tuple__4; static PyObject *__pyx_tuple__5; static PyObject *__pyx_tuple__6; static PyObject *__pyx_tuple__7; static PyObject *__pyx_tuple__8; static PyObject *__pyx_tuple__9; static PyObject *__pyx_slice__15; static PyObject *__pyx_tuple__10; static PyObject *__pyx_tuple__11; static PyObject *__pyx_tuple__12; static PyObject *__pyx_tuple__13; static PyObject *__pyx_tuple__14; static PyObject *__pyx_tuple__16; static PyObject *__pyx_tuple__17; static PyObject *__pyx_tuple__18; static PyObject *__pyx_tuple__20; static PyObject *__pyx_tuple__22; static PyObject *__pyx_tuple__24; static PyObject *__pyx_tuple__25; static PyObject *__pyx_tuple__26; static PyObject *__pyx_tuple__27; static PyObject *__pyx_tuple__28; static PyObject *__pyx_tuple__29; static PyObject *__pyx_codeobj__21; static PyObject *__pyx_codeobj__23; static PyObject *__pyx_codeobj__30; /* Late includes */ /* "glove/glove_cython.pyx":10 * * * cdef inline double double_min(double a, double b) nogil: return a if a <= b else b # <<<<<<<<<<<<<< * cdef inline int int_min(int a, int b) nogil: return a if a <= b else b * cdef inline int int_max(int a, int b) nogil: return a if a > b else b */ static CYTHON_INLINE double __pyx_f_5glove_12glove_cython_double_min(double __pyx_v_a, double __pyx_v_b) { double __pyx_r; double __pyx_t_1; if (((__pyx_v_a <= __pyx_v_b) != 0)) { __pyx_t_1 = __pyx_v_a; } else { __pyx_t_1 = __pyx_v_b; } __pyx_r = __pyx_t_1; goto __pyx_L0; /* function exit code */ __pyx_L0:; return __pyx_r; } /* "glove/glove_cython.pyx":11 * * cdef inline double double_min(double a, double b) nogil: return a if a <= b else b * cdef inline int int_min(int a, int b) nogil: return a if a <= b else b # <<<<<<<<<<<<<< * cdef inline int int_max(int a, int b) nogil: return a if a > b else b * */ static CYTHON_INLINE int __pyx_f_5glove_12glove_cython_int_min(int __pyx_v_a, int __pyx_v_b) { int __pyx_r; int __pyx_t_1; if (((__pyx_v_a <= __pyx_v_b) != 0)) { __pyx_t_1 = __pyx_v_a; } else { __pyx_t_1 = __pyx_v_b; } __pyx_r = __pyx_t_1; goto __pyx_L0; /* function exit code */ __pyx_L0:; return __pyx_r; } /* "glove/glove_cython.pyx":12 * cdef inline double double_min(double a, double b) nogil: return a if a <= b else b * cdef inline int int_min(int a, int b) nogil: return a if a <= b else b * cdef inline int int_max(int a, int b) nogil: return a if a > b else b # <<<<<<<<<<<<<< * * */ static CYTHON_INLINE int __pyx_f_5glove_12glove_cython_int_max(int __pyx_v_a, int __pyx_v_b) { int __pyx_r; int __pyx_t_1; if (((__pyx_v_a > __pyx_v_b) != 0)) { __pyx_t_1 = __pyx_v_a; } else { __pyx_t_1 = __pyx_v_b; } __pyx_r = __pyx_t_1; goto __pyx_L0; /* function exit code */ __pyx_L0:; return __pyx_r; } /* "glove/glove_cython.pyx":20 * * * def fit_vectors(double[:, ::1] wordvec, # <<<<<<<<<<<<<< * double[:, ::1] wordvec_sum_gradients, * double[::1] wordbias, */ /* Python wrapper */ static PyObject *__pyx_pw_5glove_12glove_cython_1fit_vectors(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ static char __pyx_doc_5glove_12glove_cython_fit_vectors[] = "\n Estimate GloVe word embeddings given the cooccurrence matrix.\n Modifies the word vector and word bias array in-place.\n\n Training is performed via asynchronous stochastic gradient descent,\n using the AdaGrad per-coordinate learning rate.\n "; static PyMethodDef __pyx_mdef_5glove_12glove_cython_1fit_vectors = {"fit_vectors", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5glove_12glove_cython_1fit_vectors, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5glove_12glove_cython_fit_vectors}; 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CYTHON_UNUSED int __pyx_v_no_cooccurrences; int __pyx_v_word_a; int __pyx_v_word_b; double __pyx_v_count; double __pyx_v_learning_rate; double __pyx_v_gradient; double __pyx_v_bias_count; double __pyx_v_prediction; double __pyx_v_entry_weight; double __pyx_v_loss; int __pyx_v_i; int __pyx_v_j; int __pyx_v_shuffle_index; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations int __pyx_t_1; int __pyx_t_2; int __pyx_t_3; Py_ssize_t __pyx_t_4; int __pyx_t_5; int __pyx_t_6; int __pyx_t_7; Py_ssize_t __pyx_t_8; Py_ssize_t __pyx_t_9; Py_ssize_t __pyx_t_10; int __pyx_t_11; __Pyx_RefNannySetupContext("fit_vectors", 0); /* "glove/glove_cython.pyx":44 * # Get number of latent dimensions and * # number of cooccurrences. * cdef int dim = wordvec.shape[1] # <<<<<<<<<<<<<< * cdef int no_cooccurrences = row.shape[0] * */ __pyx_v_dim = (__pyx_v_wordvec.shape[1]); /* "glove/glove_cython.pyx":45 * # number of cooccurrences. * cdef int dim = wordvec.shape[1] * cdef int no_cooccurrences = row.shape[0] # <<<<<<<<<<<<<< * * # Hold indices of current words and */ __pyx_v_no_cooccurrences = (__pyx_v_row.shape[0]); 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__pyx_v_word_a = (*((int *) ( /* dim=0 */ ((char *) (((int *) __pyx_v_row.data) + __pyx_t_4)) ))); /* "glove/glove_cython.pyx":65 * shuffle_index = shuffle_indices[j] * word_a = row[shuffle_index] * word_b = col[shuffle_index] # <<<<<<<<<<<<<< * count = counts[shuffle_index] * bias_count = bias_counts[shuffle_index] */ __pyx_t_4 = __pyx_v_shuffle_index; __pyx_v_word_b = (*((int *) ( /* dim=0 */ ((char *) (((int *) __pyx_v_col.data) + __pyx_t_4)) ))); /* "glove/glove_cython.pyx":66 * word_a = row[shuffle_index] * word_b = col[shuffle_index] * count = counts[shuffle_index] # <<<<<<<<<<<<<< * bias_count = bias_counts[shuffle_index] * */ __pyx_t_4 = __pyx_v_shuffle_index; __pyx_v_count = (*((double *) ( /* dim=0 */ ((char *) (((double *) __pyx_v_counts.data) + __pyx_t_4)) ))); /* "glove/glove_cython.pyx":67 * word_b = col[shuffle_index] * count = counts[shuffle_index] * bias_count = bias_counts[shuffle_index] # <<<<<<<<<<<<<< * * # Get prediction */ __pyx_t_4 = __pyx_v_shuffle_index; __pyx_v_bias_count = (*((double *) ( /* dim=0 */ ((char *) (((double *) __pyx_v_bias_counts.data) + __pyx_t_4)) ))); /* "glove/glove_cython.pyx":70 * * # Get prediction * prediction = 0.0 # <<<<<<<<<<<<<< * * for i in range(dim): */ __pyx_v_prediction = 0.0; /* "glove/glove_cython.pyx":72 * prediction = 0.0 * * for i in range(dim): # <<<<<<<<<<<<<< * prediction = prediction + wordvec[word_a, i] * wordvec[word_b, i] * */ __pyx_t_5 = __pyx_v_dim; __pyx_t_6 = __pyx_t_5; for (__pyx_t_7 = 0; __pyx_t_7 < __pyx_t_6; __pyx_t_7+=1) { __pyx_v_i = __pyx_t_7; /* "glove/glove_cython.pyx":73 * * for i in range(dim): * prediction = prediction + wordvec[word_a, i] * wordvec[word_b, i] # <<<<<<<<<<<<<< * * prediction = prediction + wordbias[word_a] + wordbias[word_b] */ __pyx_t_4 = __pyx_v_word_a; __pyx_t_8 = __pyx_v_i; __pyx_t_9 = __pyx_v_word_b; __pyx_t_10 = __pyx_v_i; __pyx_v_prediction = (__pyx_v_prediction + ((*((double *) ( /* dim=1 */ ((char *) (((double *) ( /* dim=0 */ (__pyx_v_wordvec.data + __pyx_t_4 * __pyx_v_wordvec.strides[0]) )) + __pyx_t_8)) ))) * (*((double *) ( /* dim=1 */ ((char *) (((double *) ( /* dim=0 */ (__pyx_v_wordvec.data + __pyx_t_9 * __pyx_v_wordvec.strides[0]) )) + __pyx_t_10)) ))))); } /* "glove/glove_cython.pyx":75 * prediction = prediction + wordvec[word_a, i] * wordvec[word_b, i] * * prediction = prediction + wordbias[word_a] + wordbias[word_b] # <<<<<<<<<<<<<< * * # Compute loss and the example weight. */ __pyx_t_10 = __pyx_v_word_a; __pyx_t_9 = __pyx_v_word_b; __pyx_v_prediction = ((__pyx_v_prediction + (*((double *) ( /* dim=0 */ ((char *) (((double *) __pyx_v_wordbias.data) + __pyx_t_10)) )))) + (*((double *) ( /* dim=0 */ ((char *) (((double *) __pyx_v_wordbias.data) + __pyx_t_9)) )))); /* "glove/glove_cython.pyx":78 * * # Compute loss and the example weight. * entry_weight = double_min(1.0, (count / max_count)) ** alpha # <<<<<<<<<<<<<< * loss = entry_weight * (prediction - c_log(count) - c_log(bias_count)) * */ __pyx_v_entry_weight = pow(__pyx_f_5glove_12glove_cython_double_min(1.0, (__pyx_v_count / __pyx_v_max_count)), __pyx_v_alpha); /* "glove/glove_cython.pyx":79 * # Compute loss and the example weight. * entry_weight = double_min(1.0, (count / max_count)) ** alpha * loss = entry_weight * (prediction - c_log(count) - c_log(bias_count)) # <<<<<<<<<<<<<< * * # Clip the loss for numerical stability. */ __pyx_v_loss = (__pyx_v_entry_weight * ((__pyx_v_prediction - log(__pyx_v_count)) - log(__pyx_v_bias_count))); /* "glove/glove_cython.pyx":82 * * # Clip the loss for numerical stability. * if loss < -max_loss: # <<<<<<<<<<<<<< * loss = -max_loss * elif loss > max_loss: */ __pyx_t_11 = ((__pyx_v_loss < (-__pyx_v_max_loss)) != 0); if (__pyx_t_11) { /* "glove/glove_cython.pyx":83 * # Clip the loss for numerical stability. * if loss < -max_loss: * loss = -max_loss # <<<<<<<<<<<<<< * elif loss > max_loss: * loss = max_loss */ __pyx_v_loss = (-__pyx_v_max_loss); /* "glove/glove_cython.pyx":82 * * # Clip the loss for numerical stability. * if loss < -max_loss: # <<<<<<<<<<<<<< * loss = -max_loss * elif loss > max_loss: */ goto __pyx_L12; } /* "glove/glove_cython.pyx":84 * if loss < -max_loss: * loss = -max_loss * elif loss > max_loss: # <<<<<<<<<<<<<< * loss = max_loss * */ __pyx_t_11 = ((__pyx_v_loss > __pyx_v_max_loss) != 0); if (__pyx_t_11) { /* "glove/glove_cython.pyx":85 * loss = -max_loss * elif loss > max_loss: * loss = max_loss # <<<<<<<<<<<<<< * * # Update step: apply gradients and reproject */ __pyx_v_loss = __pyx_v_max_loss; /* "glove/glove_cython.pyx":84 * if loss < -max_loss: * loss = -max_loss * elif loss > max_loss: # <<<<<<<<<<<<<< * loss = max_loss * */ } __pyx_L12:; /* "glove/glove_cython.pyx":89 * # Update step: apply gradients and reproject * # onto the unit sphere. * for i in range(dim): # <<<<<<<<<<<<<< * * learning_rate = initial_learning_rate / sqrt(wordvec_sum_gradients[word_a, i]) */ __pyx_t_5 = __pyx_v_dim; __pyx_t_6 = __pyx_t_5; for (__pyx_t_7 = 0; __pyx_t_7 < __pyx_t_6; __pyx_t_7+=1) { __pyx_v_i = __pyx_t_7; /* "glove/glove_cython.pyx":91 * for i in range(dim): * * learning_rate = initial_learning_rate / sqrt(wordvec_sum_gradients[word_a, i]) # <<<<<<<<<<<<<< * gradient = loss * wordvec[word_b, i] * wordvec[word_a, i] = (wordvec[word_a, i] - learning_rate */ __pyx_t_9 = __pyx_v_word_a; __pyx_t_10 = __pyx_v_i; __pyx_v_learning_rate = (__pyx_v_initial_learning_rate / sqrt((*((double *) ( /* dim=1 */ ((char *) (((double *) ( /* dim=0 */ (__pyx_v_wordvec_sum_gradients.data + __pyx_t_9 * __pyx_v_wordvec_sum_gradients.strides[0]) )) + __pyx_t_10)) ))))); /* "glove/glove_cython.pyx":92 * * learning_rate = initial_learning_rate / sqrt(wordvec_sum_gradients[word_a, i]) * gradient = loss * wordvec[word_b, i] # <<<<<<<<<<<<<< * wordvec[word_a, i] = (wordvec[word_a, i] - learning_rate * * gradient) */ __pyx_t_10 = __pyx_v_word_b; __pyx_t_9 = __pyx_v_i; __pyx_v_gradient = (__pyx_v_loss * (*((double *) ( /* dim=1 */ ((char *) (((double *) ( /* dim=0 */ (__pyx_v_wordvec.data + __pyx_t_10 * __pyx_v_wordvec.strides[0]) )) + __pyx_t_9)) )))); /* "glove/glove_cython.pyx":93 * learning_rate = initial_learning_rate / sqrt(wordvec_sum_gradients[word_a, i]) * gradient = loss * wordvec[word_b, i] * wordvec[word_a, i] = (wordvec[word_a, i] - learning_rate # <<<<<<<<<<<<<< * * gradient) * wordvec_sum_gradients[word_a, i] += gradient ** 2 */ __pyx_t_9 = __pyx_v_word_a; __pyx_t_10 = __pyx_v_i; /* "glove/glove_cython.pyx":94 * gradient = loss * wordvec[word_b, i] * wordvec[word_a, i] = (wordvec[word_a, i] - learning_rate * * gradient) # <<<<<<<<<<<<<< * wordvec_sum_gradients[word_a, i] += gradient ** 2 * */ __pyx_t_8 = __pyx_v_word_a; __pyx_t_4 = __pyx_v_i; *((double *) ( /* dim=1 */ ((char *) (((double *) ( /* dim=0 */ (__pyx_v_wordvec.data + __pyx_t_8 * __pyx_v_wordvec.strides[0]) )) + __pyx_t_4)) )) = ((*((double *) ( /* dim=1 */ ((char *) (((double *) ( /* dim=0 */ (__pyx_v_wordvec.data + __pyx_t_9 * __pyx_v_wordvec.strides[0]) )) + __pyx_t_10)) ))) - (__pyx_v_learning_rate * __pyx_v_gradient)); /* "glove/glove_cython.pyx":95 * wordvec[word_a, i] = (wordvec[word_a, i] - learning_rate * * gradient) * wordvec_sum_gradients[word_a, i] += gradient ** 2 # <<<<<<<<<<<<<< * * learning_rate = initial_learning_rate / sqrt(wordvec_sum_gradients[word_b, i]) */ __pyx_t_10 = __pyx_v_word_a; __pyx_t_9 = __pyx_v_i; *((double *) ( /* dim=1 */ ((char *) (((double *) ( /* dim=0 */ (__pyx_v_wordvec_sum_gradients.data + __pyx_t_10 * __pyx_v_wordvec_sum_gradients.strides[0]) )) + __pyx_t_9)) )) += pow(__pyx_v_gradient, 2.0); /* "glove/glove_cython.pyx":97 * wordvec_sum_gradients[word_a, i] += gradient ** 2 * * learning_rate = initial_learning_rate / sqrt(wordvec_sum_gradients[word_b, i]) # <<<<<<<<<<<<<< * gradient = loss * wordvec[word_a, i] * wordvec[word_b, i] = (wordvec[word_b, i] - learning_rate */ __pyx_t_9 = __pyx_v_word_b; __pyx_t_10 = __pyx_v_i; __pyx_v_learning_rate = (__pyx_v_initial_learning_rate / sqrt((*((double *) ( /* dim=1 */ ((char *) (((double *) ( /* dim=0 */ (__pyx_v_wordvec_sum_gradients.data + __pyx_t_9 * __pyx_v_wordvec_sum_gradients.strides[0]) )) + __pyx_t_10)) ))))); /* "glove/glove_cython.pyx":98 * * learning_rate = initial_learning_rate / sqrt(wordvec_sum_gradients[word_b, i]) * gradient = loss * wordvec[word_a, i] # <<<<<<<<<<<<<< * wordvec[word_b, i] = (wordvec[word_b, i] - learning_rate * * gradient) */ __pyx_t_10 = __pyx_v_word_a; __pyx_t_9 = __pyx_v_i; __pyx_v_gradient = (__pyx_v_loss * (*((double *) ( /* dim=1 */ ((char *) (((double *) ( /* dim=0 */ (__pyx_v_wordvec.data + __pyx_t_10 * __pyx_v_wordvec.strides[0]) )) + __pyx_t_9)) )))); /* "glove/glove_cython.pyx":99 * learning_rate = initial_learning_rate / sqrt(wordvec_sum_gradients[word_b, i]) * gradient = loss * wordvec[word_a, i] * wordvec[word_b, i] = (wordvec[word_b, i] - learning_rate # <<<<<<<<<<<<<< * * gradient) * wordvec_sum_gradients[word_b, i] += gradient ** 2 */ __pyx_t_9 = __pyx_v_word_b; __pyx_t_10 = __pyx_v_i; /* "glove/glove_cython.pyx":100 * gradient = loss * wordvec[word_a, i] * wordvec[word_b, i] = (wordvec[word_b, i] - learning_rate * * gradient) # <<<<<<<<<<<<<< * wordvec_sum_gradients[word_b, i] += gradient ** 2 * */ __pyx_t_4 = __pyx_v_word_b; __pyx_t_8 = __pyx_v_i; *((double *) ( /* dim=1 */ ((char *) (((double *) ( /* dim=0 */ (__pyx_v_wordvec.data + __pyx_t_4 * __pyx_v_wordvec.strides[0]) )) + __pyx_t_8)) )) = ((*((double *) ( /* dim=1 */ ((char *) (((double *) ( /* dim=0 */ (__pyx_v_wordvec.data + __pyx_t_9 * __pyx_v_wordvec.strides[0]) )) + __pyx_t_10)) ))) - (__pyx_v_learning_rate * __pyx_v_gradient)); /* "glove/glove_cython.pyx":101 * wordvec[word_b, i] = (wordvec[word_b, i] - learning_rate * * gradient) * wordvec_sum_gradients[word_b, i] += gradient ** 2 # <<<<<<<<<<<<<< * * # Update word biases. */ __pyx_t_10 = __pyx_v_word_b; __pyx_t_9 = __pyx_v_i; *((double *) ( /* dim=1 */ ((char *) (((double *) ( /* dim=0 */ (__pyx_v_wordvec_sum_gradients.data + __pyx_t_10 * __pyx_v_wordvec_sum_gradients.strides[0]) )) + __pyx_t_9)) )) += pow(__pyx_v_gradient, 2.0); } /* "glove/glove_cython.pyx":104 * * # Update word biases. * learning_rate = initial_learning_rate / sqrt(wordbias_sum_gradients[word_a]) # <<<<<<<<<<<<<< * wordbias[word_a] -= learning_rate * loss * wordbias_sum_gradients[word_a] += loss ** 2 */ __pyx_t_9 = __pyx_v_word_a; __pyx_v_learning_rate = (__pyx_v_initial_learning_rate / sqrt((*((double *) ( /* dim=0 */ ((char *) (((double *) __pyx_v_wordbias_sum_gradients.data) + __pyx_t_9)) ))))); /* "glove/glove_cython.pyx":105 * # Update word biases. * learning_rate = initial_learning_rate / sqrt(wordbias_sum_gradients[word_a]) * wordbias[word_a] -= learning_rate * loss # <<<<<<<<<<<<<< * wordbias_sum_gradients[word_a] += loss ** 2 * */ __pyx_t_9 = __pyx_v_word_a; *((double *) ( /* dim=0 */ ((char *) (((double *) __pyx_v_wordbias.data) + __pyx_t_9)) )) -= (__pyx_v_learning_rate * __pyx_v_loss); /* "glove/glove_cython.pyx":106 * learning_rate = initial_learning_rate / sqrt(wordbias_sum_gradients[word_a]) * wordbias[word_a] -= learning_rate * loss * wordbias_sum_gradients[word_a] += loss ** 2 # <<<<<<<<<<<<<< * * learning_rate = initial_learning_rate / sqrt(wordbias_sum_gradients[word_b]) */ __pyx_t_9 = __pyx_v_word_a; *((double *) ( /* dim=0 */ ((char *) (((double *) __pyx_v_wordbias_sum_gradients.data) + __pyx_t_9)) )) += pow(__pyx_v_loss, 2.0); /* "glove/glove_cython.pyx":108 * wordbias_sum_gradients[word_a] += loss ** 2 * * learning_rate = initial_learning_rate / sqrt(wordbias_sum_gradients[word_b]) # <<<<<<<<<<<<<< * wordbias[word_b] -= learning_rate * loss * wordbias_sum_gradients[word_b] += loss ** 2 */ __pyx_t_9 = __pyx_v_word_b; __pyx_v_learning_rate = (__pyx_v_initial_learning_rate / sqrt((*((double *) ( /* dim=0 */ ((char *) (((double *) __pyx_v_wordbias_sum_gradients.data) + __pyx_t_9)) ))))); /* "glove/glove_cython.pyx":109 * * learning_rate = initial_learning_rate / sqrt(wordbias_sum_gradients[word_b]) * wordbias[word_b] -= learning_rate * loss # <<<<<<<<<<<<<< * wordbias_sum_gradients[word_b] += loss ** 2 * */ __pyx_t_9 = __pyx_v_word_b; *((double *) ( /* dim=0 */ ((char *) (((double *) __pyx_v_wordbias.data) + __pyx_t_9)) )) -= (__pyx_v_learning_rate * __pyx_v_loss); /* "glove/glove_cython.pyx":110 * learning_rate = initial_learning_rate / sqrt(wordbias_sum_gradients[word_b]) * wordbias[word_b] -= learning_rate * loss * wordbias_sum_gradients[word_b] += loss ** 2 # <<<<<<<<<<<<<< * * */ __pyx_t_9 = __pyx_v_word_b; *((double *) ( /* dim=0 */ ((char *) (((double *) __pyx_v_wordbias_sum_gradients.data) + __pyx_t_9)) )) += pow(__pyx_v_loss, 2.0); } } } } } #if ((defined(__APPLE__) || defined(__OSX__)) && (defined(__GNUC__) && (__GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95))))) #undef likely #undef unlikely #define likely(x) __builtin_expect(!!(x), 1) #define unlikely(x) __builtin_expect(!!(x), 0) #endif } /* "glove/glove_cython.pyx":60 * # We iterate over random indices to simulate * # shuffling the cooccurrence matrix. * with nogil: # <<<<<<<<<<<<<< * for j in prange(no_cooccurrences, num_threads=no_threads, * schedule='dynamic'): */ /*finally:*/ { /*normal exit:*/{ #ifdef WITH_THREAD __Pyx_FastGIL_Forget(); Py_BLOCK_THREADS #endif goto __pyx_L5; } __pyx_L5:; } } /* "glove/glove_cython.pyx":20 * * * def fit_vectors(double[:, ::1] wordvec, # <<<<<<<<<<<<<< * double[:, ::1] wordvec_sum_gradients, * double[::1] wordbias, */ /* function exit code */ __pyx_r = Py_None; __Pyx_INCREF(Py_None); __PYX_XDEC_MEMVIEW(&__pyx_v_wordvec, 1); __PYX_XDEC_MEMVIEW(&__pyx_v_wordvec_sum_gradients, 1); __PYX_XDEC_MEMVIEW(&__pyx_v_wordbias, 1); __PYX_XDEC_MEMVIEW(&__pyx_v_wordbias_sum_gradients, 1); __PYX_XDEC_MEMVIEW(&__pyx_v_row, 1); __PYX_XDEC_MEMVIEW(&__pyx_v_col, 1); __PYX_XDEC_MEMVIEW(&__pyx_v_counts, 1); __PYX_XDEC_MEMVIEW(&__pyx_v_bias_counts, 1); __PYX_XDEC_MEMVIEW(&__pyx_v_shuffle_indices, 1); __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; } /* "glove/glove_cython.pyx":113 * * * def transform_paragraph(double[:, ::1] wordvec, # <<<<<<<<<<<<<< * double[::1] wordbias, * double[::1] paragraphvec, */ /* Python wrapper */ static PyObject *__pyx_pw_5glove_12glove_cython_3transform_paragraph(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ static char __pyx_doc_5glove_12glove_cython_2transform_paragraph[] = "\n Compute a vector representation of a paragraph. This has\n the effect of making the paragraph vector close to words\n that occur in it. 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__Pyx_memviewslice *dst, * Py_ssize_t shape, Py_ssize_t stride, Py_ssize_t suboffset, */ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, Py_ssize_t __pyx_v_shape, Py_ssize_t __pyx_v_stride, Py_ssize_t __pyx_v_suboffset, int __pyx_v_dim, int __pyx_v_new_ndim, int *__pyx_v_suboffset_dim, Py_ssize_t __pyx_v_start, Py_ssize_t __pyx_v_stop, Py_ssize_t __pyx_v_step, int __pyx_v_have_start, int __pyx_v_have_stop, int __pyx_v_have_step, int __pyx_v_is_slice) { Py_ssize_t __pyx_v_new_shape; int __pyx_v_negative_step; int __pyx_r; int __pyx_t_1; int __pyx_t_2; int __pyx_t_3; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; /* "View.MemoryView":827 * cdef bint negative_step * * if not is_slice: # <<<<<<<<<<<<<< * * if start < 0: */ __pyx_t_1 = ((!(__pyx_v_is_slice != 0)) != 0); if (__pyx_t_1) { /* "View.MemoryView":829 * if not is_slice: * * if start < 0: # <<<<<<<<<<<<<< * start += shape * if not 0 <= start < shape: */ __pyx_t_1 = ((__pyx_v_start < 0) != 0); if (__pyx_t_1) { /* "View.MemoryView":830 * * if start < 0: * start += shape # <<<<<<<<<<<<<< * if not 0 <= start < shape: * _err_dim(IndexError, "Index out of bounds (axis %d)", dim) */ __pyx_v_start = (__pyx_v_start + __pyx_v_shape); /* "View.MemoryView":829 * if not is_slice: * * if start < 0: # <<<<<<<<<<<<<< * start += shape * if not 0 <= start < shape: */ } /* "View.MemoryView":831 * if start < 0: * start += shape * if not 0 <= start < shape: # <<<<<<<<<<<<<< * _err_dim(IndexError, "Index out of bounds (axis %d)", dim) * else: */ __pyx_t_1 = (0 <= __pyx_v_start); if (__pyx_t_1) { __pyx_t_1 = (__pyx_v_start < __pyx_v_shape); } __pyx_t_2 = ((!(__pyx_t_1 != 0)) != 0); if (__pyx_t_2) { /* "View.MemoryView":832 * start += shape * if not 0 <= start < shape: * _err_dim(IndexError, "Index out of bounds (axis %d)", dim) # <<<<<<<<<<<<<< * else: * */ __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_IndexError, ((char *)"Index out of bounds (axis %d)"), __pyx_v_dim); if (unlikely(__pyx_t_3 == ((int)-1))) __PYX_ERR(1, 832, __pyx_L1_error) /* "View.MemoryView":831 * if start < 0: * start += shape * if not 0 <= start < shape: # <<<<<<<<<<<<<< * _err_dim(IndexError, "Index out of bounds (axis %d)", dim) * else: */ } /* "View.MemoryView":827 * cdef bint negative_step * * if not is_slice: # <<<<<<<<<<<<<< * * if start < 0: */ goto __pyx_L3; } /* "View.MemoryView":835 * else: * * negative_step = have_step != 0 and step < 0 # <<<<<<<<<<<<<< * * if have_step and step == 0: */ /*else*/ { __pyx_t_1 = ((__pyx_v_have_step != 0) != 0); if (__pyx_t_1) { } else { __pyx_t_2 = __pyx_t_1; goto __pyx_L6_bool_binop_done; } __pyx_t_1 = ((__pyx_v_step < 0) != 0); __pyx_t_2 = __pyx_t_1; __pyx_L6_bool_binop_done:; __pyx_v_negative_step = __pyx_t_2; /* "View.MemoryView":837 * negative_step = have_step != 0 and step < 0 * * if have_step and step == 0: # <<<<<<<<<<<<<< * _err_dim(ValueError, "Step may not be zero (axis %d)", dim) * */ __pyx_t_1 = (__pyx_v_have_step != 0); if (__pyx_t_1) { } else { __pyx_t_2 = __pyx_t_1; goto __pyx_L9_bool_binop_done; } __pyx_t_1 = ((__pyx_v_step == 0) != 0); __pyx_t_2 = __pyx_t_1; __pyx_L9_bool_binop_done:; if (__pyx_t_2) { /* "View.MemoryView":838 * * if have_step and step == 0: * _err_dim(ValueError, "Step may not be zero (axis %d)", dim) # <<<<<<<<<<<<<< * * */ __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, ((char *)"Step may not be zero (axis %d)"), __pyx_v_dim); if (unlikely(__pyx_t_3 == ((int)-1))) __PYX_ERR(1, 838, __pyx_L1_error) /* "View.MemoryView":837 * negative_step = have_step != 0 and step < 0 * * if have_step and step == 0: # <<<<<<<<<<<<<< * _err_dim(ValueError, "Step may not be zero (axis %d)", dim) * */ } /* "View.MemoryView":841 * * * if have_start: # <<<<<<<<<<<<<< * if start < 0: * start += shape */ __pyx_t_2 = (__pyx_v_have_start != 0); if (__pyx_t_2) { /* "View.MemoryView":842 * * if have_start: * if start < 0: # <<<<<<<<<<<<<< * start += shape * if start < 0: */ __pyx_t_2 = ((__pyx_v_start < 0) != 0); if (__pyx_t_2) { /* "View.MemoryView":843 * if have_start: * if start < 0: * start += shape # <<<<<<<<<<<<<< * if start < 0: * start = 0 */ __pyx_v_start = (__pyx_v_start + __pyx_v_shape); /* "View.MemoryView":844 * if start < 0: * start += shape * if start < 0: # <<<<<<<<<<<<<< * start = 0 * elif start >= shape: */ __pyx_t_2 = ((__pyx_v_start < 0) != 0); if (__pyx_t_2) { /* "View.MemoryView":845 * start += shape * if start < 0: * start = 0 # <<<<<<<<<<<<<< * elif start >= shape: * if negative_step: */ __pyx_v_start = 0; /* "View.MemoryView":844 * if start < 0: * start += shape * if start < 0: # <<<<<<<<<<<<<< * start = 0 * elif start >= shape: */ } /* "View.MemoryView":842 * * if have_start: * if start < 0: # <<<<<<<<<<<<<< * start += shape * if start < 0: */ goto __pyx_L12; } /* "View.MemoryView":846 * if start < 0: * start = 0 * elif start >= shape: # <<<<<<<<<<<<<< * if negative_step: * start = shape - 1 */ __pyx_t_2 = ((__pyx_v_start >= __pyx_v_shape) != 0); if (__pyx_t_2) { /* "View.MemoryView":847 * start = 0 * elif start >= shape: * if negative_step: # <<<<<<<<<<<<<< * start = shape - 1 * else: */ __pyx_t_2 = (__pyx_v_negative_step != 0); if (__pyx_t_2) { /* "View.MemoryView":848 * elif start >= shape: * if negative_step: * start = shape - 1 # <<<<<<<<<<<<<< * else: * start = shape */ __pyx_v_start = (__pyx_v_shape - 1); /* "View.MemoryView":847 * start = 0 * elif start >= shape: * if negative_step: # <<<<<<<<<<<<<< * start = shape - 1 * else: */ goto __pyx_L14; } /* "View.MemoryView":850 * start = shape - 1 * else: * start = shape # <<<<<<<<<<<<<< * else: * if negative_step: */ /*else*/ { __pyx_v_start = __pyx_v_shape; } __pyx_L14:; /* "View.MemoryView":846 * if start < 0: * start = 0 * elif start >= shape: # <<<<<<<<<<<<<< * if negative_step: * start = shape - 1 */ } __pyx_L12:; /* "View.MemoryView":841 * * * if have_start: # <<<<<<<<<<<<<< * if start < 0: * start += shape */ goto __pyx_L11; } /* 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__pyx_v_stop = __pyx_v_shape; /* "View.MemoryView":862 * if stop < 0: * stop = 0 * elif stop > shape: # <<<<<<<<<<<<<< * stop = shape * else: */ } __pyx_L17:; /* "View.MemoryView":857 * start = 0 * * if have_stop: # <<<<<<<<<<<<<< * if stop < 0: * stop += shape */ goto __pyx_L16; } /* "View.MemoryView":865 * stop = shape * else: * if negative_step: # <<<<<<<<<<<<<< * stop = -1 * else: */ /*else*/ { __pyx_t_2 = (__pyx_v_negative_step != 0); if (__pyx_t_2) { /* "View.MemoryView":866 * else: * if negative_step: * stop = -1 # <<<<<<<<<<<<<< * else: * stop = shape */ __pyx_v_stop = -1L; /* "View.MemoryView":865 * stop = shape * else: * if negative_step: # <<<<<<<<<<<<<< * stop = -1 * else: */ goto __pyx_L19; } /* "View.MemoryView":868 * stop = -1 * else: * stop = shape # <<<<<<<<<<<<<< * * if not have_step: */ /*else*/ { __pyx_v_stop = __pyx_v_shape; } __pyx_L19:; } __pyx_L16:; /* "View.MemoryView":870 * stop = shape * * if not have_step: # <<<<<<<<<<<<<< * step = 1 * */ __pyx_t_2 = 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= 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) { __pyx_v_i = __pyx_t_4; /* "View.MemoryView":1130 * * for i in range(ndim): * if mslice.shape[i] > 1: # <<<<<<<<<<<<<< * f_stride = mslice.strides[i] * break */ __pyx_t_2 = (((__pyx_v_mslice->shape[__pyx_v_i]) > 1) != 0); if (__pyx_t_2) { /* "View.MemoryView":1131 * for i in range(ndim): * if mslice.shape[i] > 1: * f_stride = mslice.strides[i] # <<<<<<<<<<<<<< * break * */ __pyx_v_f_stride = (__pyx_v_mslice->strides[__pyx_v_i]); /* "View.MemoryView":1132 * if mslice.shape[i] > 1: * f_stride = mslice.strides[i] * break # <<<<<<<<<<<<<< * * if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride): */ goto __pyx_L7_break; /* "View.MemoryView":1130 * * for i in range(ndim): * if mslice.shape[i] > 1: # <<<<<<<<<<<<<< * f_stride = mslice.strides[i] * break */ } } __pyx_L7_break:; /* "View.MemoryView":1134 * break * * if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride): # <<<<<<<<<<<<<< * return 'C' * else: */ __pyx_t_2 = ((abs_py_ssize_t(__pyx_v_c_stride) <= abs_py_ssize_t(__pyx_v_f_stride)) != 0); if (__pyx_t_2) { /* "View.MemoryView":1135 * * if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride): * return 'C' # <<<<<<<<<<<<<< * else: * return 'F' */ __pyx_r = 'C'; goto __pyx_L0; /* "View.MemoryView":1134 * break * * if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride): # <<<<<<<<<<<<<< * return 'C' * else: */ } /* "View.MemoryView":1137 * return 'C' * else: * return 'F' # <<<<<<<<<<<<<< * * @cython.cdivision(True) */ /*else*/ { __pyx_r = 'F'; goto __pyx_L0; } /* "View.MemoryView":1116 * * @cname('__pyx_get_best_slice_order') * cdef char get_best_order(__Pyx_memviewslice *mslice, int ndim) nogil: # <<<<<<<<<<<<<< * """ * Figure out the best memory access order for a given slice. */ /* function exit code */ __pyx_L0:; return __pyx_r; } /* "View.MemoryView":1140 * * @cython.cdivision(True) * cdef void _copy_strided_to_strided(char *src_data, Py_ssize_t *src_strides, # <<<<<<<<<<<<<< * char *dst_data, Py_ssize_t *dst_strides, * Py_ssize_t *src_shape, Py_ssize_t *dst_shape, */ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v_src_strides, char *__pyx_v_dst_data, Py_ssize_t *__pyx_v_dst_strides, Py_ssize_t *__pyx_v_src_shape, Py_ssize_t *__pyx_v_dst_shape, int __pyx_v_ndim, size_t __pyx_v_itemsize) { CYTHON_UNUSED Py_ssize_t __pyx_v_i; CYTHON_UNUSED Py_ssize_t __pyx_v_src_extent; Py_ssize_t __pyx_v_dst_extent; Py_ssize_t __pyx_v_src_stride; Py_ssize_t __pyx_v_dst_stride; int __pyx_t_1; int __pyx_t_2; int __pyx_t_3; Py_ssize_t __pyx_t_4; Py_ssize_t __pyx_t_5; Py_ssize_t __pyx_t_6; /* "View.MemoryView":1147 * * cdef Py_ssize_t i * cdef Py_ssize_t src_extent = src_shape[0] # <<<<<<<<<<<<<< * cdef Py_ssize_t dst_extent = dst_shape[0] * cdef Py_ssize_t src_stride = src_strides[0] */ __pyx_v_src_extent = (__pyx_v_src_shape[0]); /* "View.MemoryView":1148 * cdef Py_ssize_t i * cdef Py_ssize_t src_extent = src_shape[0] * cdef Py_ssize_t dst_extent = dst_shape[0] # <<<<<<<<<<<<<< * cdef Py_ssize_t src_stride = src_strides[0] * cdef Py_ssize_t dst_stride = dst_strides[0] */ __pyx_v_dst_extent = (__pyx_v_dst_shape[0]); /* "View.MemoryView":1149 * cdef Py_ssize_t src_extent = src_shape[0] * cdef Py_ssize_t dst_extent = dst_shape[0] * cdef Py_ssize_t src_stride = src_strides[0] # <<<<<<<<<<<<<< * cdef Py_ssize_t dst_stride = dst_strides[0] * */ __pyx_v_src_stride = (__pyx_v_src_strides[0]); /* "View.MemoryView":1150 * cdef Py_ssize_t dst_extent = dst_shape[0] * cdef Py_ssize_t src_stride = src_strides[0] * cdef Py_ssize_t dst_stride = dst_strides[0] # <<<<<<<<<<<<<< * * if ndim == 1: */ __pyx_v_dst_stride = (__pyx_v_dst_strides[0]); /* "View.MemoryView":1152 * cdef Py_ssize_t dst_stride = dst_strides[0] * * if ndim == 1: # <<<<<<<<<<<<<< * if (src_stride > 0 and dst_stride > 0 and * <size_t> src_stride == itemsize == <size_t> dst_stride): */ __pyx_t_1 = ((__pyx_v_ndim == 1) != 0); if (__pyx_t_1) { /* "View.MemoryView":1153 * * if ndim == 1: * if (src_stride > 0 and dst_stride > 0 and # <<<<<<<<<<<<<< * <size_t> src_stride == itemsize == <size_t> dst_stride): * memcpy(dst_data, src_data, itemsize * dst_extent) */ __pyx_t_2 = ((__pyx_v_src_stride > 0) != 0); if (__pyx_t_2) { } else { __pyx_t_1 = __pyx_t_2; goto __pyx_L5_bool_binop_done; } __pyx_t_2 = ((__pyx_v_dst_stride > 0) != 0); if (__pyx_t_2) { } else { __pyx_t_1 = __pyx_t_2; goto __pyx_L5_bool_binop_done; } /* "View.MemoryView":1154 * if ndim == 1: * if (src_stride > 0 and dst_stride > 0 and * <size_t> src_stride == itemsize == <size_t> dst_stride): # <<<<<<<<<<<<<< * memcpy(dst_data, src_data, itemsize * dst_extent) * else: */ __pyx_t_2 = (((size_t)__pyx_v_src_stride) == __pyx_v_itemsize); if (__pyx_t_2) { __pyx_t_2 = (__pyx_v_itemsize == ((size_t)__pyx_v_dst_stride)); } __pyx_t_3 = (__pyx_t_2 != 0); __pyx_t_1 = __pyx_t_3; __pyx_L5_bool_binop_done:; /* "View.MemoryView":1153 * * if ndim == 1: * if (src_stride > 0 and dst_stride > 0 and # <<<<<<<<<<<<<< * <size_t> src_stride == itemsize == <size_t> dst_stride): * memcpy(dst_data, src_data, itemsize * dst_extent) */ if (__pyx_t_1) { /* "View.MemoryView":1155 * if (src_stride > 0 and dst_stride > 0 and * <size_t> src_stride == itemsize == <size_t> dst_stride): * memcpy(dst_data, src_data, itemsize * dst_extent) # <<<<<<<<<<<<<< * else: * for i in range(dst_extent): */ (void)(memcpy(__pyx_v_dst_data, __pyx_v_src_data, (__pyx_v_itemsize * __pyx_v_dst_extent))); /* "View.MemoryView":1153 * * if ndim == 1: * if (src_stride > 0 and dst_stride > 0 and # <<<<<<<<<<<<<< * <size_t> src_stride == itemsize == <size_t> dst_stride): * memcpy(dst_data, src_data, itemsize * dst_extent) */ goto __pyx_L4; } /* "View.MemoryView":1157 * memcpy(dst_data, src_data, itemsize * dst_extent) * else: * for i in range(dst_extent): # <<<<<<<<<<<<<< * memcpy(dst_data, src_data, itemsize) * src_data += src_stride */ /*else*/ { __pyx_t_4 = __pyx_v_dst_extent; __pyx_t_5 = __pyx_t_4; for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) { __pyx_v_i = __pyx_t_6; /* "View.MemoryView":1158 * else: * for i in range(dst_extent): * memcpy(dst_data, src_data, itemsize) # <<<<<<<<<<<<<< * src_data += src_stride * dst_data += dst_stride */ (void)(memcpy(__pyx_v_dst_data, __pyx_v_src_data, __pyx_v_itemsize)); /* "View.MemoryView":1159 * for i in range(dst_extent): * memcpy(dst_data, src_data, itemsize) * src_data += src_stride # <<<<<<<<<<<<<< * dst_data += dst_stride * else: */ __pyx_v_src_data = (__pyx_v_src_data + __pyx_v_src_stride); /* "View.MemoryView":1160 * memcpy(dst_data, src_data, itemsize) * src_data += src_stride * dst_data += dst_stride # <<<<<<<<<<<<<< * else: * for i in range(dst_extent): */ __pyx_v_dst_data = (__pyx_v_dst_data + __pyx_v_dst_stride); } } __pyx_L4:; /* "View.MemoryView":1152 * cdef Py_ssize_t dst_stride = dst_strides[0] * * if ndim == 1: # <<<<<<<<<<<<<< * if (src_stride > 0 and dst_stride > 0 and * <size_t> src_stride == itemsize == <size_t> dst_stride): */ goto __pyx_L3; } /* "View.MemoryView":1162 * dst_data += dst_stride * else: * for i in range(dst_extent): # <<<<<<<<<<<<<< * _copy_strided_to_strided(src_data, src_strides + 1, * dst_data, dst_strides + 1, */ /*else*/ { __pyx_t_4 = __pyx_v_dst_extent; __pyx_t_5 = __pyx_t_4; for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) { __pyx_v_i = __pyx_t_6; /* "View.MemoryView":1163 * else: * for i in range(dst_extent): * _copy_strided_to_strided(src_data, src_strides + 1, # <<<<<<<<<<<<<< * dst_data, dst_strides + 1, * src_shape + 1, dst_shape + 1, */ _copy_strided_to_strided(__pyx_v_src_data, (__pyx_v_src_strides + 1), __pyx_v_dst_data, (__pyx_v_dst_strides + 1), (__pyx_v_src_shape + 1), (__pyx_v_dst_shape + 1), (__pyx_v_ndim - 1), __pyx_v_itemsize); /* "View.MemoryView":1167 * src_shape + 1, dst_shape + 1, * ndim - 1, itemsize) * src_data += src_stride # <<<<<<<<<<<<<< * dst_data += dst_stride * */ __pyx_v_src_data = (__pyx_v_src_data + __pyx_v_src_stride); /* "View.MemoryView":1168 * ndim - 1, itemsize) * src_data += src_stride * dst_data += dst_stride # <<<<<<<<<<<<<< * * cdef void copy_strided_to_strided(__Pyx_memviewslice *src, */ __pyx_v_dst_data = (__pyx_v_dst_data + __pyx_v_dst_stride); } } __pyx_L3:; /* "View.MemoryView":1140 * * @cython.cdivision(True) * cdef void _copy_strided_to_strided(char *src_data, Py_ssize_t *src_strides, # <<<<<<<<<<<<<< * char *dst_data, Py_ssize_t *dst_strides, * Py_ssize_t *src_shape, Py_ssize_t *dst_shape, */ /* function exit code */ } /* "View.MemoryView":1170 * dst_data += dst_stride * * cdef void copy_strided_to_strided(__Pyx_memviewslice *src, # <<<<<<<<<<<<<< * __Pyx_memviewslice *dst, * int ndim, size_t itemsize) nogil: */ static void copy_strided_to_strided(__Pyx_memviewslice *__pyx_v_src, __Pyx_memviewslice *__pyx_v_dst, int __pyx_v_ndim, size_t __pyx_v_itemsize) { /* "View.MemoryView":1173 * __Pyx_memviewslice *dst, * int ndim, size_t itemsize) nogil: * _copy_strided_to_strided(src.data, src.strides, dst.data, dst.strides, # <<<<<<<<<<<<<< * src.shape, dst.shape, ndim, itemsize) * */ _copy_strided_to_strided(__pyx_v_src->data, __pyx_v_src->strides, __pyx_v_dst->data, __pyx_v_dst->strides, __pyx_v_src->shape, __pyx_v_dst->shape, __pyx_v_ndim, __pyx_v_itemsize); /* "View.MemoryView":1170 * dst_data += dst_stride * * cdef void copy_strided_to_strided(__Pyx_memviewslice *src, # <<<<<<<<<<<<<< * __Pyx_memviewslice *dst, * int ndim, size_t itemsize) nogil: */ /* function exit code */ } /* "View.MemoryView":1177 * * @cname('__pyx_memoryview_slice_get_size') * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) nogil: # <<<<<<<<<<<<<< * "Return the size of the memory occupied by the slice in number of bytes" * cdef Py_ssize_t shape, size = src.memview.view.itemsize */ static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *__pyx_v_src, int __pyx_v_ndim) { Py_ssize_t __pyx_v_shape; Py_ssize_t __pyx_v_size; Py_ssize_t __pyx_r; Py_ssize_t __pyx_t_1; Py_ssize_t *__pyx_t_2; Py_ssize_t *__pyx_t_3; Py_ssize_t *__pyx_t_4; /* "View.MemoryView":1179 * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) nogil: * "Return the size of the memory occupied by the slice in number of bytes" * cdef Py_ssize_t shape, size = src.memview.view.itemsize # <<<<<<<<<<<<<< * * for shape in src.shape[:ndim]: */ __pyx_t_1 = __pyx_v_src->memview->view.itemsize; __pyx_v_size = __pyx_t_1; /* "View.MemoryView":1181 * cdef Py_ssize_t shape, size = src.memview.view.itemsize * * for shape in src.shape[:ndim]: # <<<<<<<<<<<<<< * size *= shape * */ __pyx_t_3 = (__pyx_v_src->shape + __pyx_v_ndim); for (__pyx_t_4 = __pyx_v_src->shape; __pyx_t_4 < __pyx_t_3; __pyx_t_4++) { __pyx_t_2 = __pyx_t_4; __pyx_v_shape = (__pyx_t_2[0]); /* "View.MemoryView":1182 * * for shape in src.shape[:ndim]: * size *= shape # <<<<<<<<<<<<<< * * return size */ __pyx_v_size = (__pyx_v_size * __pyx_v_shape); } /* "View.MemoryView":1184 * size *= shape * * return size # <<<<<<<<<<<<<< * * @cname('__pyx_fill_contig_strides_array') */ __pyx_r = __pyx_v_size; goto __pyx_L0; /* "View.MemoryView":1177 * * @cname('__pyx_memoryview_slice_get_size') * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) nogil: # <<<<<<<<<<<<<< * "Return the size of the memory occupied by the slice in number of bytes" * cdef Py_ssize_t shape, size = src.memview.view.itemsize */ /* function exit code */ __pyx_L0:; return __pyx_r; } /* "View.MemoryView":1187 * * @cname('__pyx_fill_contig_strides_array') * cdef Py_ssize_t fill_contig_strides_array( # <<<<<<<<<<<<<< * Py_ssize_t *shape, Py_ssize_t *strides, Py_ssize_t stride, * int ndim, char order) nogil: */ static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, Py_ssize_t __pyx_v_stride, int __pyx_v_ndim, char __pyx_v_order) { int __pyx_v_idx; Py_ssize_t __pyx_r; int __pyx_t_1; int __pyx_t_2; int __pyx_t_3; int __pyx_t_4; /* "View.MemoryView":1196 * cdef int idx * * if order == 'F': # <<<<<<<<<<<<<< * for idx in range(ndim): * strides[idx] = stride */ __pyx_t_1 = ((__pyx_v_order == 'F') != 0); if (__pyx_t_1) { /* "View.MemoryView":1197 * * if order == 'F': * for idx in range(ndim): # <<<<<<<<<<<<<< * strides[idx] = stride * stride *= shape[idx] */ __pyx_t_2 = __pyx_v_ndim; __pyx_t_3 = __pyx_t_2; for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) { __pyx_v_idx = __pyx_t_4; /* "View.MemoryView":1198 * if order == 'F': * for idx in range(ndim): * strides[idx] = stride # <<<<<<<<<<<<<< * stride *= shape[idx] * else: */ (__pyx_v_strides[__pyx_v_idx]) = __pyx_v_stride; /* "View.MemoryView":1199 * for idx in range(ndim): * strides[idx] = stride * stride *= shape[idx] # <<<<<<<<<<<<<< * else: * for idx in range(ndim - 1, -1, -1): */ __pyx_v_stride = (__pyx_v_stride * (__pyx_v_shape[__pyx_v_idx])); } /* "View.MemoryView":1196 * cdef int idx * * if order == 'F': # <<<<<<<<<<<<<< * for idx in range(ndim): * strides[idx] = stride */ goto __pyx_L3; } /* "View.MemoryView":1201 * stride *= shape[idx] * else: * for idx in range(ndim - 1, -1, -1): # <<<<<<<<<<<<<< * strides[idx] = stride * stride *= shape[idx] */ /*else*/ { for (__pyx_t_2 = (__pyx_v_ndim - 1); __pyx_t_2 > -1; __pyx_t_2-=1) { __pyx_v_idx = __pyx_t_2; /* "View.MemoryView":1202 * else: * for idx in range(ndim - 1, -1, -1): * strides[idx] = stride # <<<<<<<<<<<<<< * stride *= shape[idx] * */ (__pyx_v_strides[__pyx_v_idx]) = __pyx_v_stride; /* "View.MemoryView":1203 * for idx in range(ndim - 1, -1, -1): * strides[idx] = stride * stride *= shape[idx] # <<<<<<<<<<<<<< * * return stride */ __pyx_v_stride = (__pyx_v_stride * (__pyx_v_shape[__pyx_v_idx])); } } __pyx_L3:; /* "View.MemoryView":1205 * stride *= shape[idx] * * return stride # <<<<<<<<<<<<<< * * @cname('__pyx_memoryview_copy_data_to_temp') */ __pyx_r = __pyx_v_stride; goto __pyx_L0; /* "View.MemoryView":1187 * * @cname('__pyx_fill_contig_strides_array') * cdef Py_ssize_t fill_contig_strides_array( # <<<<<<<<<<<<<< * Py_ssize_t *shape, Py_ssize_t *strides, Py_ssize_t stride, * int ndim, char order) nogil: */ /* function exit code */ __pyx_L0:; return __pyx_r; } /* "View.MemoryView":1208 * * @cname('__pyx_memoryview_copy_data_to_temp') * cdef void *copy_data_to_temp(__Pyx_memviewslice *src, # <<<<<<<<<<<<<< * __Pyx_memviewslice *tmpslice, * char order, */ static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *__pyx_v_src, __Pyx_memviewslice *__pyx_v_tmpslice, char __pyx_v_order, int __pyx_v_ndim) { int __pyx_v_i; void *__pyx_v_result; size_t __pyx_v_itemsize; size_t __pyx_v_size; void *__pyx_r; Py_ssize_t __pyx_t_1; int __pyx_t_2; int __pyx_t_3; struct __pyx_memoryview_obj *__pyx_t_4; int __pyx_t_5; int __pyx_t_6; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; /* "View.MemoryView":1219 * cdef void *result * * cdef size_t itemsize = src.memview.view.itemsize # <<<<<<<<<<<<<< * cdef size_t size = slice_get_size(src, ndim) * */ __pyx_t_1 = __pyx_v_src->memview->view.itemsize; __pyx_v_itemsize = __pyx_t_1; /* "View.MemoryView":1220 * * cdef size_t itemsize = src.memview.view.itemsize * cdef size_t size = slice_get_size(src, ndim) # <<<<<<<<<<<<<< * * result = malloc(size) */ __pyx_v_size = __pyx_memoryview_slice_get_size(__pyx_v_src, __pyx_v_ndim); /* "View.MemoryView":1222 * cdef size_t size = slice_get_size(src, ndim) * * result = malloc(size) # <<<<<<<<<<<<<< * if not result: * _err(MemoryError, NULL) */ __pyx_v_result = malloc(__pyx_v_size); /* "View.MemoryView":1223 * * result = malloc(size) * if not result: # <<<<<<<<<<<<<< * _err(MemoryError, NULL) * */ __pyx_t_2 = ((!(__pyx_v_result != 0)) != 0); if (__pyx_t_2) { /* "View.MemoryView":1224 * result = malloc(size) * if not result: * _err(MemoryError, NULL) # <<<<<<<<<<<<<< * * */ __pyx_t_3 = __pyx_memoryview_err(__pyx_builtin_MemoryError, NULL); if (unlikely(__pyx_t_3 == ((int)-1))) __PYX_ERR(1, 1224, __pyx_L1_error) /* "View.MemoryView":1223 * * result = 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in range(ndim): * if src.shape[i] != dst.shape[i]: * if src.shape[i] == 1: # <<<<<<<<<<<<<< * broadcasting = True * src.strides[i] = 0 */ __pyx_t_2 = (((__pyx_v_src.shape[__pyx_v_i]) == 1) != 0); if (__pyx_t_2) { /* "View.MemoryView":1294 * if src.shape[i] != dst.shape[i]: * if src.shape[i] == 1: * broadcasting = True # <<<<<<<<<<<<<< * src.strides[i] = 0 * else: */ __pyx_v_broadcasting = 1; /* "View.MemoryView":1295 * if src.shape[i] == 1: * broadcasting = True * src.strides[i] = 0 # <<<<<<<<<<<<<< * else: * _err_extents(i, dst.shape[i], src.shape[i]) */ (__pyx_v_src.strides[__pyx_v_i]) = 0; /* "View.MemoryView":1293 * for i in range(ndim): * if src.shape[i] != dst.shape[i]: * if src.shape[i] == 1: # <<<<<<<<<<<<<< * broadcasting = True * src.strides[i] = 0 */ goto __pyx_L7; } /* "View.MemoryView":1297 * src.strides[i] = 0 * else: * _err_extents(i, dst.shape[i], src.shape[i]) # <<<<<<<<<<<<<< * * if src.suboffsets[i] >= 0: */ /*else*/ { __pyx_t_6 = __pyx_memoryview_err_extents(__pyx_v_i, (__pyx_v_dst.shape[__pyx_v_i]), (__pyx_v_src.shape[__pyx_v_i])); if (unlikely(__pyx_t_6 == ((int)-1))) __PYX_ERR(1, 1297, __pyx_L1_error) } __pyx_L7:; /* "View.MemoryView":1292 * * for i in range(ndim): * if src.shape[i] != dst.shape[i]: # <<<<<<<<<<<<<< * if src.shape[i] == 1: * broadcasting = True */ } /* "View.MemoryView":1299 * _err_extents(i, dst.shape[i], src.shape[i]) * * if src.suboffsets[i] >= 0: # <<<<<<<<<<<<<< * _err_dim(ValueError, "Dimension %d is not direct", i) * */ __pyx_t_2 = (((__pyx_v_src.suboffsets[__pyx_v_i]) >= 0) != 0); if (__pyx_t_2) { /* "View.MemoryView":1300 * * if src.suboffsets[i] >= 0: * _err_dim(ValueError, "Dimension %d is not direct", i) # <<<<<<<<<<<<<< * * if slices_overlap(&src, &dst, ndim, itemsize): */ __pyx_t_6 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, ((char *)"Dimension %d is not direct"), __pyx_v_i); if (unlikely(__pyx_t_6 == ((int)-1))) __PYX_ERR(1, 1300, __pyx_L1_error) /* "View.MemoryView":1299 * _err_extents(i, dst.shape[i], src.shape[i]) * * if src.suboffsets[i] >= 0: # <<<<<<<<<<<<<< * _err_dim(ValueError, "Dimension %d is not direct", i) * */ } } /* "View.MemoryView":1302 * _err_dim(ValueError, "Dimension %d is not direct", i) * * if slices_overlap(&src, &dst, ndim, itemsize): # <<<<<<<<<<<<<< * * if not slice_is_contig(src, order, ndim): */ __pyx_t_2 = (__pyx_slices_overlap((&__pyx_v_src), (&__pyx_v_dst), __pyx_v_ndim, __pyx_v_itemsize) != 0); if (__pyx_t_2) { /* "View.MemoryView":1304 * if slices_overlap(&src, &dst, ndim, itemsize): * * if not slice_is_contig(src, order, ndim): # <<<<<<<<<<<<<< * order = get_best_order(&dst, ndim) * */ __pyx_t_2 = ((!(__pyx_memviewslice_is_contig(__pyx_v_src, __pyx_v_order, __pyx_v_ndim) != 0)) != 0); if (__pyx_t_2) { /* "View.MemoryView":1305 * * if not slice_is_contig(src, order, ndim): * order = get_best_order(&dst, ndim) # <<<<<<<<<<<<<< * * tmpdata = copy_data_to_temp(&src, &tmp, order, ndim) */ __pyx_v_order = __pyx_get_best_slice_order((&__pyx_v_dst), __pyx_v_ndim); /* "View.MemoryView":1304 * if slices_overlap(&src, &dst, ndim, itemsize): * * if not slice_is_contig(src, order, ndim): # <<<<<<<<<<<<<< * order = get_best_order(&dst, ndim) * */ } /* "View.MemoryView":1307 * order = get_best_order(&dst, ndim) * * tmpdata = copy_data_to_temp(&src, &tmp, order, ndim) # <<<<<<<<<<<<<< * src = tmp * */ __pyx_t_7 = __pyx_memoryview_copy_data_to_temp((&__pyx_v_src), (&__pyx_v_tmp), __pyx_v_order, __pyx_v_ndim); if (unlikely(__pyx_t_7 == ((void *)NULL))) __PYX_ERR(1, 1307, __pyx_L1_error) __pyx_v_tmpdata = __pyx_t_7; /* "View.MemoryView":1308 * * tmpdata = copy_data_to_temp(&src, &tmp, order, ndim) * src = tmp # <<<<<<<<<<<<<< * * if not broadcasting: */ __pyx_v_src = __pyx_v_tmp; /* "View.MemoryView":1302 * _err_dim(ValueError, "Dimension %d is not direct", i) * * if slices_overlap(&src, &dst, ndim, itemsize): # <<<<<<<<<<<<<< * * if not slice_is_contig(src, order, ndim): */ } /* "View.MemoryView":1310 * src = tmp * * if not broadcasting: # <<<<<<<<<<<<<< * * */ __pyx_t_2 = ((!(__pyx_v_broadcasting != 0)) != 0); if (__pyx_t_2) { /* "View.MemoryView":1313 * * * if slice_is_contig(src, 'C', ndim): # <<<<<<<<<<<<<< * direct_copy = slice_is_contig(dst, 'C', ndim) * elif slice_is_contig(src, 'F', ndim): */ __pyx_t_2 = (__pyx_memviewslice_is_contig(__pyx_v_src, 'C', __pyx_v_ndim) != 0); if (__pyx_t_2) { /* "View.MemoryView":1314 * * if slice_is_contig(src, 'C', ndim): * direct_copy = slice_is_contig(dst, 'C', ndim) # <<<<<<<<<<<<<< * elif slice_is_contig(src, 'F', ndim): * direct_copy = slice_is_contig(dst, 'F', ndim) */ __pyx_v_direct_copy = __pyx_memviewslice_is_contig(__pyx_v_dst, 'C', __pyx_v_ndim); /* "View.MemoryView":1313 * * * if slice_is_contig(src, 'C', ndim): # <<<<<<<<<<<<<< * direct_copy = slice_is_contig(dst, 'C', ndim) * elif slice_is_contig(src, 'F', ndim): */ goto __pyx_L12; } /* "View.MemoryView":1315 * if slice_is_contig(src, 'C', ndim): * direct_copy = slice_is_contig(dst, 'C', ndim) * elif slice_is_contig(src, 'F', ndim): # <<<<<<<<<<<<<< * direct_copy = slice_is_contig(dst, 'F', ndim) * */ __pyx_t_2 = (__pyx_memviewslice_is_contig(__pyx_v_src, 'F', __pyx_v_ndim) != 0); if (__pyx_t_2) { /* "View.MemoryView":1316 * direct_copy = slice_is_contig(dst, 'C', ndim) * elif slice_is_contig(src, 'F', ndim): * direct_copy = slice_is_contig(dst, 'F', ndim) # <<<<<<<<<<<<<< * * if direct_copy: */ __pyx_v_direct_copy = __pyx_memviewslice_is_contig(__pyx_v_dst, 'F', __pyx_v_ndim); /* "View.MemoryView":1315 * if slice_is_contig(src, 'C', ndim): * direct_copy = slice_is_contig(dst, 'C', ndim) * elif slice_is_contig(src, 'F', ndim): # <<<<<<<<<<<<<< * direct_copy = slice_is_contig(dst, 'F', ndim) * */ } __pyx_L12:; /* "View.MemoryView":1318 * direct_copy = slice_is_contig(dst, 'F', ndim) * * if direct_copy: # <<<<<<<<<<<<<< * * refcount_copying(&dst, dtype_is_object, ndim, False) */ __pyx_t_2 = (__pyx_v_direct_copy != 0); if (__pyx_t_2) { /* "View.MemoryView":1320 * if direct_copy: * * refcount_copying(&dst, dtype_is_object, ndim, False) # <<<<<<<<<<<<<< * memcpy(dst.data, src.data, slice_get_size(&src, ndim)) * refcount_copying(&dst, dtype_is_object, ndim, True) */ __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 0); /* "View.MemoryView":1321 * * refcount_copying(&dst, dtype_is_object, ndim, False) * memcpy(dst.data, src.data, slice_get_size(&src, ndim)) # <<<<<<<<<<<<<< * refcount_copying(&dst, dtype_is_object, ndim, True) * free(tmpdata) */ (void)(memcpy(__pyx_v_dst.data, __pyx_v_src.data, __pyx_memoryview_slice_get_size((&__pyx_v_src), __pyx_v_ndim))); /* "View.MemoryView":1322 * refcount_copying(&dst, dtype_is_object, ndim, False) * memcpy(dst.data, src.data, slice_get_size(&src, ndim)) * refcount_copying(&dst, dtype_is_object, ndim, True) # <<<<<<<<<<<<<< * free(tmpdata) * return 0 */ __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 1); /* "View.MemoryView":1323 * memcpy(dst.data, src.data, slice_get_size(&src, ndim)) * refcount_copying(&dst, dtype_is_object, ndim, True) * free(tmpdata) # <<<<<<<<<<<<<< * return 0 * */ free(__pyx_v_tmpdata); /* "View.MemoryView":1324 * refcount_copying(&dst, dtype_is_object, ndim, True) * free(tmpdata) * return 0 # <<<<<<<<<<<<<< * * if order == 'F' == get_best_order(&dst, ndim): */ __pyx_r = 0; goto __pyx_L0; /* "View.MemoryView":1318 * direct_copy = slice_is_contig(dst, 'F', ndim) * * if direct_copy: # <<<<<<<<<<<<<< * * refcount_copying(&dst, dtype_is_object, ndim, False) */ } /* "View.MemoryView":1310 * src = tmp * * if not broadcasting: # <<<<<<<<<<<<<< * * */ } /* "View.MemoryView":1326 * return 0 * * if order == 'F' == get_best_order(&dst, ndim): # <<<<<<<<<<<<<< * * */ __pyx_t_2 = (__pyx_v_order == 'F'); if (__pyx_t_2) { __pyx_t_2 = ('F' == __pyx_get_best_slice_order((&__pyx_v_dst), __pyx_v_ndim)); } __pyx_t_8 = (__pyx_t_2 != 0); if (__pyx_t_8) { /* "View.MemoryView":1329 * * * transpose_memslice(&src) # <<<<<<<<<<<<<< * transpose_memslice(&dst) * */ __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_src)); if (unlikely(__pyx_t_5 == ((int)0))) __PYX_ERR(1, 1329, __pyx_L1_error) /* "View.MemoryView":1330 * * transpose_memslice(&src) * transpose_memslice(&dst) # <<<<<<<<<<<<<< * * refcount_copying(&dst, dtype_is_object, ndim, False) */ __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_dst)); if (unlikely(__pyx_t_5 == ((int)0))) __PYX_ERR(1, 1330, __pyx_L1_error) /* "View.MemoryView":1326 * return 0 * * if order == 'F' == get_best_order(&dst, ndim): # <<<<<<<<<<<<<< * * */ } /* "View.MemoryView":1332 * transpose_memslice(&dst) * * refcount_copying(&dst, dtype_is_object, ndim, False) # <<<<<<<<<<<<<< * copy_strided_to_strided(&src, &dst, ndim, itemsize) * refcount_copying(&dst, dtype_is_object, ndim, True) */ __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 0); /* "View.MemoryView":1333 * * refcount_copying(&dst, dtype_is_object, ndim, False) * copy_strided_to_strided(&src, &dst, ndim, itemsize) # <<<<<<<<<<<<<< * refcount_copying(&dst, dtype_is_object, ndim, True) * */ copy_strided_to_strided((&__pyx_v_src), (&__pyx_v_dst), __pyx_v_ndim, __pyx_v_itemsize); /* "View.MemoryView":1334 * refcount_copying(&dst, dtype_is_object, ndim, False) * copy_strided_to_strided(&src, &dst, ndim, itemsize) * refcount_copying(&dst, dtype_is_object, ndim, True) # <<<<<<<<<<<<<< * * free(tmpdata) */ __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 1); /* "View.MemoryView":1336 * refcount_copying(&dst, dtype_is_object, ndim, True) * * free(tmpdata) # <<<<<<<<<<<<<< * return 0 * */ free(__pyx_v_tmpdata); /* "View.MemoryView":1337 * * free(tmpdata) * return 0 # <<<<<<<<<<<<<< * * @cname('__pyx_memoryview_broadcast_leading') */ __pyx_r = 0; goto __pyx_L0; /* "View.MemoryView":1268 * * @cname('__pyx_memoryview_copy_contents') * cdef int 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p->_size = Py_None; Py_INCREF(Py_None); p->_array_interface = Py_None; Py_INCREF(Py_None); p->view.obj = NULL; if (unlikely(__pyx_memoryview___cinit__(o, a, k) < 0)) goto bad; return o; bad: Py_DECREF(o); o = 0; return NULL; } static void __pyx_tp_dealloc_memoryview(PyObject *o) { struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o; #if CYTHON_USE_TP_FINALIZE if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) { if (PyObject_CallFinalizerFromDealloc(o)) return; } #endif PyObject_GC_UnTrack(o); { PyObject *etype, *eval, *etb; PyErr_Fetch(&etype, &eval, &etb); __Pyx_SET_REFCNT(o, Py_REFCNT(o) + 1); __pyx_memoryview___dealloc__(o); __Pyx_SET_REFCNT(o, Py_REFCNT(o) - 1); PyErr_Restore(etype, eval, etb); } Py_CLEAR(p->obj); Py_CLEAR(p->_size); Py_CLEAR(p->_array_interface); (*Py_TYPE(o)->tp_free)(o); } static int __pyx_tp_traverse_memoryview(PyObject *o, visitproc v, void *a) { int e; struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o; if (p->obj) { e = (*v)(p->obj, a); if (e) return e; } if (p->_size) { e = (*v)(p->_size, a); if (e) return e; } if (p->_array_interface) { e = (*v)(p->_array_interface, a); if (e) return e; } if (p->view.obj) { e = (*v)(p->view.obj, a); if (e) return e; } return 0; } static int __pyx_tp_clear_memoryview(PyObject *o) { PyObject* tmp; struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o; tmp = ((PyObject*)p->obj); p->obj = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); tmp = ((PyObject*)p->_size); p->_size = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); tmp = ((PyObject*)p->_array_interface); p->_array_interface = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); Py_CLEAR(p->view.obj); return 0; } static PyObject *__pyx_sq_item_memoryview(PyObject *o, Py_ssize_t i) { PyObject *r; PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); Py_DECREF(x); return r; } static int __pyx_mp_ass_subscript_memoryview(PyObject *o, PyObject *i, PyObject *v) { if (v) { return __pyx_memoryview___setitem__(o, i, v); } else { PyErr_Format(PyExc_NotImplementedError, "Subscript deletion not supported by %.200s", Py_TYPE(o)->tp_name); return -1; } } static PyObject *__pyx_getprop___pyx_memoryview_T(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_15View_dot_MemoryView_10memoryview_1T_1__get__(o); } static PyObject *__pyx_getprop___pyx_memoryview_base(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_15View_dot_MemoryView_10memoryview_4base_1__get__(o); } static PyObject *__pyx_getprop___pyx_memoryview_shape(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_15View_dot_MemoryView_10memoryview_5shape_1__get__(o); } static PyObject *__pyx_getprop___pyx_memoryview_strides(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_15View_dot_MemoryView_10memoryview_7strides_1__get__(o); } static PyObject *__pyx_getprop___pyx_memoryview_suboffsets(PyObject *o, 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(PyCFunction)__pyx_memoryview_copy, METH_NOARGS, 0}, {"copy_fortran", (PyCFunction)__pyx_memoryview_copy_fortran, METH_NOARGS, 0}, {"__reduce_cython__", (PyCFunction)__pyx_pw___pyx_memoryview_1__reduce_cython__, METH_NOARGS, 0}, {"__setstate_cython__", (PyCFunction)__pyx_pw___pyx_memoryview_3__setstate_cython__, METH_O, 0}, {0, 0, 0, 0} }; static struct PyGetSetDef __pyx_getsets_memoryview[] = { {(char *)"T", __pyx_getprop___pyx_memoryview_T, 0, (char *)0, 0}, {(char *)"base", __pyx_getprop___pyx_memoryview_base, 0, (char *)0, 0}, {(char *)"shape", __pyx_getprop___pyx_memoryview_shape, 0, (char *)0, 0}, {(char *)"strides", __pyx_getprop___pyx_memoryview_strides, 0, (char *)0, 0}, {(char *)"suboffsets", __pyx_getprop___pyx_memoryview_suboffsets, 0, (char *)0, 0}, {(char *)"ndim", __pyx_getprop___pyx_memoryview_ndim, 0, (char *)0, 0}, {(char *)"itemsize", __pyx_getprop___pyx_memoryview_itemsize, 0, (char *)0, 0}, {(char *)"nbytes", __pyx_getprop___pyx_memoryview_nbytes, 0, (char *)0, 0}, 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__pyx_tp_clear_memoryview, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ __pyx_methods_memoryview, /*tp_methods*/ 0, /*tp_members*/ __pyx_getsets_memoryview, /*tp_getset*/ 0, /*tp_base*/ 0, /*tp_dict*/ 0, /*tp_descr_get*/ 0, /*tp_descr_set*/ 0, /*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ __pyx_tp_new_memoryview, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ 0, /*tp_mro*/ 0, /*tp_cache*/ 0, /*tp_subclasses*/ 0, /*tp_weaklist*/ 0, /*tp_del*/ 0, /*tp_version_tag*/ #if PY_VERSION_HEX >= 0x030400a1 0, /*tp_finalize*/ #endif #if PY_VERSION_HEX >= 0x030800b1 0, /*tp_vectorcall*/ #endif #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000 0, /*tp_print*/ #endif }; static struct __pyx_vtabstruct__memoryviewslice __pyx_vtable__memoryviewslice; static PyObject *__pyx_tp_new__memoryviewslice(PyTypeObject *t, PyObject *a, PyObject *k) { struct __pyx_memoryviewslice_obj *p; PyObject *o = __pyx_tp_new_memoryview(t, a, k); if 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*a) { int e; struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o; e = __pyx_tp_traverse_memoryview(o, v, a); if (e) return e; if (p->from_object) { e = (*v)(p->from_object, a); if (e) return e; } return 0; } static int __pyx_tp_clear__memoryviewslice(PyObject *o) { PyObject* tmp; struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o; __pyx_tp_clear_memoryview(o); tmp = ((PyObject*)p->from_object); p->from_object = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); __PYX_XDEC_MEMVIEW(&p->from_slice, 1); return 0; } static PyObject *__pyx_getprop___pyx_memoryviewslice_base(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_15View_dot_MemoryView_16_memoryviewslice_4base_1__get__(o); } static PyMethodDef __pyx_methods__memoryviewslice[] = { {"__reduce_cython__", (PyCFunction)__pyx_pw___pyx_memoryviewslice_1__reduce_cython__, METH_NOARGS, 0}, {"__setstate_cython__", (PyCFunction)__pyx_pw___pyx_memoryviewslice_3__setstate_cython__, METH_O, 0}, {0, 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"" : "s", num_found); } /* RaiseDoubleKeywords */ static void __Pyx_RaiseDoubleKeywordsError( const char* func_name, PyObject* kw_name) { PyErr_Format(PyExc_TypeError, #if PY_MAJOR_VERSION >= 3 "%s() got multiple values for keyword argument '%U'", func_name, kw_name); #else "%s() got multiple values for keyword argument '%s'", func_name, PyString_AsString(kw_name)); #endif } /* ParseKeywords */ static int __Pyx_ParseOptionalKeywords( PyObject *kwds, PyObject **argnames[], PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args, const char* function_name) { PyObject *key = 0, *value = 0; Py_ssize_t pos = 0; PyObject*** name; PyObject*** first_kw_arg = argnames + num_pos_args; while (PyDict_Next(kwds, &pos, &key, &value)) { name = first_kw_arg; while (*name && (**name != key)) name++; if (*name) { values[name-argnames] = value; continue; } name = first_kw_arg; #if PY_MAJOR_VERSION < 3 if (likely(PyString_Check(key))) { while (*name) { if ((CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**name) == PyString_GET_SIZE(key)) && _PyString_Eq(**name, key)) { values[name-argnames] = value; break; } name++; } if (*name) continue; else { PyObject*** argname = argnames; while (argname != first_kw_arg) { if ((**argname == key) || ( (CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**argname) == PyString_GET_SIZE(key)) && _PyString_Eq(**argname, key))) { goto arg_passed_twice; } argname++; } } } else #endif if (likely(PyUnicode_Check(key))) { while (*name) { int cmp = (**name == key) ? 0 : #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 (__Pyx_PyUnicode_GET_LENGTH(**name) != __Pyx_PyUnicode_GET_LENGTH(key)) ? 1 : #endif PyUnicode_Compare(**name, key); if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; if (cmp == 0) { values[name-argnames] = value; break; } name++; } if (*name) continue; else { PyObject*** argname = argnames; while (argname != first_kw_arg) { int cmp = (**argname == key) ? 0 : #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 (__Pyx_PyUnicode_GET_LENGTH(**argname) != __Pyx_PyUnicode_GET_LENGTH(key)) ? 1 : #endif PyUnicode_Compare(**argname, key); if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; if (cmp == 0) goto arg_passed_twice; argname++; } } } else goto invalid_keyword_type; if (kwds2) { if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad; } else { goto invalid_keyword; } } return 0; arg_passed_twice: __Pyx_RaiseDoubleKeywordsError(function_name, key); goto bad; invalid_keyword_type: PyErr_Format(PyExc_TypeError, "%.200s() keywords must be strings", function_name); goto bad; invalid_keyword: PyErr_Format(PyExc_TypeError, #if PY_MAJOR_VERSION < 3 "%.200s() got an unexpected keyword argument '%.200s'", function_name, PyString_AsString(key)); #else "%s() got an unexpected keyword argument '%U'", function_name, key); #endif bad: return -1; } /* MemviewSliceInit */ static int __Pyx_init_memviewslice(struct __pyx_memoryview_obj *memview, int ndim, __Pyx_memviewslice *memviewslice, int memview_is_new_reference) { __Pyx_RefNannyDeclarations int i, retval=-1; Py_buffer *buf = &memview->view; __Pyx_RefNannySetupContext("init_memviewslice", 0); if (unlikely(memviewslice->memview || memviewslice->data)) { PyErr_SetString(PyExc_ValueError, "memviewslice is already initialized!"); goto fail; } if (buf->strides) { for (i = 0; i < ndim; i++) { memviewslice->strides[i] = buf->strides[i]; } } else { Py_ssize_t stride = buf->itemsize; for (i = ndim - 1; i >= 0; i--) { memviewslice->strides[i] = stride; stride *= buf->shape[i]; } } for (i = 0; i < ndim; i++) { memviewslice->shape[i] = buf->shape[i]; if (buf->suboffsets) { memviewslice->suboffsets[i] = buf->suboffsets[i]; } else { memviewslice->suboffsets[i] = -1; } } memviewslice->memview = memview; memviewslice->data = (char *)buf->buf; if (__pyx_add_acquisition_count(memview) == 0 && !memview_is_new_reference) { Py_INCREF(memview); } retval = 0; goto no_fail; fail: memviewslice->memview = 0; memviewslice->data = 0; retval = -1; no_fail: __Pyx_RefNannyFinishContext(); return retval; } #ifndef Py_NO_RETURN #define Py_NO_RETURN #endif static void __pyx_fatalerror(const char *fmt, ...) Py_NO_RETURN { va_list vargs; char msg[200]; #ifdef HAVE_STDARG_PROTOTYPES va_start(vargs, fmt); #else va_start(vargs); #endif vsnprintf(msg, 200, fmt, vargs); va_end(vargs); Py_FatalError(msg); } static CYTHON_INLINE int __pyx_add_acquisition_count_locked(__pyx_atomic_int *acquisition_count, PyThread_type_lock lock) { int result; PyThread_acquire_lock(lock, 1); result = (*acquisition_count)++; PyThread_release_lock(lock); return result; } static CYTHON_INLINE int __pyx_sub_acquisition_count_locked(__pyx_atomic_int *acquisition_count, PyThread_type_lock lock) { int result; PyThread_acquire_lock(lock, 1); result = (*acquisition_count)--; PyThread_release_lock(lock); return result; } static CYTHON_INLINE void __Pyx_INC_MEMVIEW(__Pyx_memviewslice *memslice, int have_gil, int lineno) { int first_time; struct __pyx_memoryview_obj *memview = memslice->memview; if (unlikely(!memview || (PyObject *) memview == Py_None)) return; if (unlikely(__pyx_get_slice_count(memview) < 0)) __pyx_fatalerror("Acquisition count is %d (line %d)", __pyx_get_slice_count(memview), lineno); first_time = __pyx_add_acquisition_count(memview) == 0; if (unlikely(first_time)) { if (have_gil) { Py_INCREF((PyObject *) memview); } else { PyGILState_STATE _gilstate = PyGILState_Ensure(); Py_INCREF((PyObject *) memview); PyGILState_Release(_gilstate); } } } static CYTHON_INLINE void __Pyx_XDEC_MEMVIEW(__Pyx_memviewslice *memslice, int have_gil, int lineno) { int last_time; struct __pyx_memoryview_obj *memview = memslice->memview; if (unlikely(!memview || (PyObject *) memview == Py_None)) { memslice->memview = NULL; return; } if (unlikely(__pyx_get_slice_count(memview) <= 0)) __pyx_fatalerror("Acquisition count is %d (line %d)", __pyx_get_slice_count(memview), lineno); last_time = __pyx_sub_acquisition_count(memview) == 1; memslice->data = NULL; if (unlikely(last_time)) { if (have_gil) { Py_CLEAR(memslice->memview); } else { PyGILState_STATE _gilstate = PyGILState_Ensure(); Py_CLEAR(memslice->memview); PyGILState_Release(_gilstate); } } else { memslice->memview = NULL; } } /* ArgTypeTest */ static int __Pyx__ArgTypeTest(PyObject *obj, PyTypeObject *type, const char *name, int exact) { if (unlikely(!type)) { PyErr_SetString(PyExc_SystemError, "Missing type object"); return 0; } else if (exact) { #if PY_MAJOR_VERSION == 2 if ((type == &PyBaseString_Type) && likely(__Pyx_PyBaseString_CheckExact(obj))) return 1; #endif } else { if (likely(__Pyx_TypeCheck(obj, type))) return 1; } PyErr_Format(PyExc_TypeError, "Argument '%.200s' has incorrect type (expected %.200s, got %.200s)", name, type->tp_name, Py_TYPE(obj)->tp_name); return 0; } /* PyObjectCall */ #if CYTHON_COMPILING_IN_CPYTHON static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw) { PyObject *result; ternaryfunc call = func->ob_type->tp_call; if (unlikely(!call)) return PyObject_Call(func, arg, kw); if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object"))) return NULL; result = (*call)(func, arg, kw); Py_LeaveRecursiveCall(); if (unlikely(!result) && unlikely(!PyErr_Occurred())) { PyErr_SetString( PyExc_SystemError, "NULL result without error in PyObject_Call"); } return result; } #endif /* PyErrFetchRestore */ #if CYTHON_FAST_THREAD_STATE static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) { PyObject *tmp_type, *tmp_value, *tmp_tb; tmp_type = tstate->curexc_type; tmp_value = tstate->curexc_value; tmp_tb = tstate->curexc_traceback; tstate->curexc_type = type; tstate->curexc_value = value; tstate->curexc_traceback = tb; Py_XDECREF(tmp_type); Py_XDECREF(tmp_value); Py_XDECREF(tmp_tb); } static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) { *type = tstate->curexc_type; *value = tstate->curexc_value; *tb = tstate->curexc_traceback; tstate->curexc_type = 0; tstate->curexc_value = 0; tstate->curexc_traceback = 0; } #endif /* RaiseException */ #if PY_MAJOR_VERSION < 3 static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, CYTHON_UNUSED PyObject *cause) { __Pyx_PyThreadState_declare Py_XINCREF(type); if (!value || value == Py_None) value = NULL; else Py_INCREF(value); if (!tb || tb == Py_None) tb = NULL; else { Py_INCREF(tb); if (!PyTraceBack_Check(tb)) { PyErr_SetString(PyExc_TypeError, "raise: arg 3 must be a traceback or None"); goto raise_error; } } if (PyType_Check(type)) { #if CYTHON_COMPILING_IN_PYPY if (!value) { Py_INCREF(Py_None); value = Py_None; } #endif PyErr_NormalizeException(&type, &value, &tb); } else { if (value) { PyErr_SetString(PyExc_TypeError, "instance exception may not have a separate value"); goto raise_error; } value = type; type = (PyObject*) Py_TYPE(type); Py_INCREF(type); if (!PyType_IsSubtype((PyTypeObject *)type, (PyTypeObject *)PyExc_BaseException)) { PyErr_SetString(PyExc_TypeError, "raise: exception class must be a subclass of BaseException"); goto raise_error; } } __Pyx_PyThreadState_assign __Pyx_ErrRestore(type, value, tb); return; raise_error: Py_XDECREF(value); Py_XDECREF(type); Py_XDECREF(tb); return; } #else static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) { PyObject* owned_instance = NULL; if (tb == Py_None) { tb = 0; } else if (tb && !PyTraceBack_Check(tb)) { PyErr_SetString(PyExc_TypeError, "raise: arg 3 must be a traceback or None"); goto bad; } if (value == Py_None) value = 0; if (PyExceptionInstance_Check(type)) { if (value) { PyErr_SetString(PyExc_TypeError, "instance exception may not have a separate value"); goto bad; } value = type; type = (PyObject*) Py_TYPE(value); } else if (PyExceptionClass_Check(type)) { PyObject *instance_class = NULL; if (value && PyExceptionInstance_Check(value)) { instance_class = (PyObject*) Py_TYPE(value); if (instance_class != type) { int is_subclass = PyObject_IsSubclass(instance_class, type); if (!is_subclass) { instance_class = NULL; } else if (unlikely(is_subclass == -1)) { goto bad; } else { type = instance_class; } } } if (!instance_class) { PyObject *args; if (!value) args = PyTuple_New(0); else if (PyTuple_Check(value)) { Py_INCREF(value); args = value; } else args = PyTuple_Pack(1, value); if (!args) goto bad; owned_instance = PyObject_Call(type, args, NULL); Py_DECREF(args); if (!owned_instance) goto bad; value = owned_instance; if (!PyExceptionInstance_Check(value)) { PyErr_Format(PyExc_TypeError, "calling %R should have returned an instance of " "BaseException, not %R", type, Py_TYPE(value)); goto bad; } } } else { PyErr_SetString(PyExc_TypeError, "raise: exception class must be a subclass of BaseException"); goto bad; } if (cause) { PyObject *fixed_cause; if (cause == Py_None) { fixed_cause = NULL; } else if (PyExceptionClass_Check(cause)) { fixed_cause = PyObject_CallObject(cause, NULL); if (fixed_cause == NULL) goto bad; } else if (PyExceptionInstance_Check(cause)) { fixed_cause = cause; Py_INCREF(fixed_cause); } else { PyErr_SetString(PyExc_TypeError, "exception causes must derive from " "BaseException"); goto bad; } PyException_SetCause(value, fixed_cause); } PyErr_SetObject(type, value); if (tb) { #if CYTHON_COMPILING_IN_PYPY PyObject *tmp_type, *tmp_value, *tmp_tb; PyErr_Fetch(&tmp_type, &tmp_value, &tmp_tb); Py_INCREF(tb); PyErr_Restore(tmp_type, tmp_value, tb); Py_XDECREF(tmp_tb); #else PyThreadState *tstate = __Pyx_PyThreadState_Current; PyObject* tmp_tb = tstate->curexc_traceback; if (tb != tmp_tb) { Py_INCREF(tb); tstate->curexc_traceback = tb; Py_XDECREF(tmp_tb); } #endif } bad: Py_XDECREF(owned_instance); return; } #endif /* PyCFunctionFastCall */ #if CYTHON_FAST_PYCCALL static CYTHON_INLINE PyObject * __Pyx_PyCFunction_FastCall(PyObject *func_obj, PyObject **args, Py_ssize_t nargs) { PyCFunctionObject *func = (PyCFunctionObject*)func_obj; PyCFunction meth = PyCFunction_GET_FUNCTION(func); PyObject *self = PyCFunction_GET_SELF(func); int flags = PyCFunction_GET_FLAGS(func); assert(PyCFunction_Check(func)); assert(METH_FASTCALL == (flags & ~(METH_CLASS | METH_STATIC | METH_COEXIST | METH_KEYWORDS | METH_STACKLESS))); assert(nargs >= 0); assert(nargs == 0 || args != NULL); /* _PyCFunction_FastCallDict() must not be called with an exception set, because it may clear it (directly or indirectly) and so the caller loses its exception */ assert(!PyErr_Occurred()); if ((PY_VERSION_HEX < 0x030700A0) || unlikely(flags & METH_KEYWORDS)) { return (*((__Pyx_PyCFunctionFastWithKeywords)(void*)meth)) (self, args, nargs, NULL); } else { return (*((__Pyx_PyCFunctionFast)(void*)meth)) (self, args, nargs); } } #endif /* PyFunctionFastCall */ #if CYTHON_FAST_PYCALL static PyObject* __Pyx_PyFunction_FastCallNoKw(PyCodeObject *co, PyObject **args, Py_ssize_t na, PyObject *globals) { PyFrameObject *f; PyThreadState *tstate = __Pyx_PyThreadState_Current; PyObject **fastlocals; Py_ssize_t i; PyObject *result; assert(globals != NULL); /* XXX Perhaps we should create a specialized PyFrame_New() that doesn't take locals, but does take builtins without sanity checking them. */ assert(tstate != NULL); f = PyFrame_New(tstate, co, globals, NULL); if (f == NULL) { return NULL; } fastlocals = __Pyx_PyFrame_GetLocalsplus(f); for (i = 0; i < na; i++) { Py_INCREF(*args); fastlocals[i] = *args++; } result = PyEval_EvalFrameEx(f,0); ++tstate->recursion_depth; Py_DECREF(f); --tstate->recursion_depth; return result; } #if 1 || PY_VERSION_HEX < 0x030600B1 static PyObject *__Pyx_PyFunction_FastCallDict(PyObject *func, PyObject **args, Py_ssize_t nargs, PyObject *kwargs) { PyCodeObject *co = (PyCodeObject *)PyFunction_GET_CODE(func); PyObject *globals = PyFunction_GET_GLOBALS(func); PyObject *argdefs = PyFunction_GET_DEFAULTS(func); PyObject *closure; #if PY_MAJOR_VERSION >= 3 PyObject *kwdefs; #endif PyObject *kwtuple, **k; PyObject **d; Py_ssize_t nd; Py_ssize_t nk; PyObject *result; assert(kwargs == NULL || PyDict_Check(kwargs)); nk = kwargs ? PyDict_Size(kwargs) : 0; if (Py_EnterRecursiveCall((char*)" while calling a Python object")) { return NULL; } if ( #if PY_MAJOR_VERSION >= 3 co->co_kwonlyargcount == 0 && #endif likely(kwargs == NULL || nk == 0) && co->co_flags == (CO_OPTIMIZED | CO_NEWLOCALS | CO_NOFREE)) { if (argdefs == NULL && co->co_argcount == nargs) { result = __Pyx_PyFunction_FastCallNoKw(co, args, nargs, globals); goto done; } else if (nargs == 0 && argdefs != NULL && co->co_argcount == Py_SIZE(argdefs)) { /* function called with no arguments, but all parameters have a default value: use default values as arguments .*/ args = &PyTuple_GET_ITEM(argdefs, 0); result =__Pyx_PyFunction_FastCallNoKw(co, args, Py_SIZE(argdefs), globals); goto done; } } if (kwargs != NULL) { Py_ssize_t pos, i; kwtuple = PyTuple_New(2 * nk); if (kwtuple == NULL) { result = NULL; goto done; } k = &PyTuple_GET_ITEM(kwtuple, 0); pos = i = 0; while (PyDict_Next(kwargs, &pos, &k[i], &k[i+1])) { Py_INCREF(k[i]); Py_INCREF(k[i+1]); i += 2; } nk = i / 2; } else { kwtuple = NULL; k = NULL; } closure = PyFunction_GET_CLOSURE(func); #if PY_MAJOR_VERSION >= 3 kwdefs = PyFunction_GET_KW_DEFAULTS(func); #endif if (argdefs != NULL) { d = &PyTuple_GET_ITEM(argdefs, 0); nd = Py_SIZE(argdefs); } else { d = NULL; nd = 0; } #if PY_MAJOR_VERSION >= 3 result = PyEval_EvalCodeEx((PyObject*)co, globals, (PyObject *)NULL, args, (int)nargs, k, (int)nk, d, (int)nd, kwdefs, closure); #else result = PyEval_EvalCodeEx(co, globals, (PyObject *)NULL, args, (int)nargs, k, (int)nk, d, (int)nd, closure); #endif Py_XDECREF(kwtuple); done: Py_LeaveRecursiveCall(); return result; } #endif #endif /* PyObjectCall2Args */ static CYTHON_UNUSED PyObject* __Pyx_PyObject_Call2Args(PyObject* function, PyObject* arg1, PyObject* arg2) { PyObject *args, *result = NULL; #if CYTHON_FAST_PYCALL if (PyFunction_Check(function)) { PyObject *args[2] = {arg1, arg2}; return __Pyx_PyFunction_FastCall(function, args, 2); } #endif #if CYTHON_FAST_PYCCALL if (__Pyx_PyFastCFunction_Check(function)) { PyObject *args[2] = {arg1, arg2}; return __Pyx_PyCFunction_FastCall(function, args, 2); } #endif args = PyTuple_New(2); if (unlikely(!args)) goto done; Py_INCREF(arg1); PyTuple_SET_ITEM(args, 0, arg1); Py_INCREF(arg2); PyTuple_SET_ITEM(args, 1, arg2); Py_INCREF(function); result = __Pyx_PyObject_Call(function, args, NULL); Py_DECREF(args); Py_DECREF(function); done: return result; } /* PyObjectCallMethO */ #if CYTHON_COMPILING_IN_CPYTHON static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg) { PyObject *self, *result; PyCFunction cfunc; cfunc = PyCFunction_GET_FUNCTION(func); self = PyCFunction_GET_SELF(func); if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object"))) return NULL; result = cfunc(self, arg); Py_LeaveRecursiveCall(); if (unlikely(!result) && unlikely(!PyErr_Occurred())) { PyErr_SetString( PyExc_SystemError, "NULL result without error in PyObject_Call"); } return result; } #endif /* PyObjectCallOneArg */ #if CYTHON_COMPILING_IN_CPYTHON static PyObject* __Pyx__PyObject_CallOneArg(PyObject *func, PyObject *arg) { PyObject *result; PyObject *args = PyTuple_New(1); if (unlikely(!args)) return NULL; Py_INCREF(arg); PyTuple_SET_ITEM(args, 0, arg); result = __Pyx_PyObject_Call(func, args, NULL); Py_DECREF(args); return result; } static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) { #if CYTHON_FAST_PYCALL if (PyFunction_Check(func)) { return __Pyx_PyFunction_FastCall(func, &arg, 1); } #endif if (likely(PyCFunction_Check(func))) { if (likely(PyCFunction_GET_FLAGS(func) & METH_O)) { return __Pyx_PyObject_CallMethO(func, arg); #if CYTHON_FAST_PYCCALL } else if (__Pyx_PyFastCFunction_Check(func)) { return __Pyx_PyCFunction_FastCall(func, &arg, 1); #endif } } return __Pyx__PyObject_CallOneArg(func, arg); } #else static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) { PyObject *result; PyObject *args = PyTuple_Pack(1, arg); if (unlikely(!args)) return NULL; result = __Pyx_PyObject_Call(func, args, NULL); Py_DECREF(args); return result; } #endif /* BytesEquals */ static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals) { #if CYTHON_COMPILING_IN_PYPY return PyObject_RichCompareBool(s1, s2, equals); #else if (s1 == s2) { return (equals == Py_EQ); } else if (PyBytes_CheckExact(s1) & PyBytes_CheckExact(s2)) { const char *ps1, *ps2; Py_ssize_t length = PyBytes_GET_SIZE(s1); if (length != PyBytes_GET_SIZE(s2)) return (equals == Py_NE); ps1 = PyBytes_AS_STRING(s1); ps2 = PyBytes_AS_STRING(s2); if (ps1[0] != ps2[0]) { return (equals == Py_NE); } else if (length == 1) { return (equals == Py_EQ); } else { int result; #if CYTHON_USE_UNICODE_INTERNALS Py_hash_t hash1, hash2; hash1 = ((PyBytesObject*)s1)->ob_shash; hash2 = ((PyBytesObject*)s2)->ob_shash; if (hash1 != hash2 && hash1 != -1 && hash2 != -1) { return (equals == Py_NE); } #endif result = memcmp(ps1, ps2, (size_t)length); return (equals == Py_EQ) ? (result == 0) : (result != 0); } } else if ((s1 == Py_None) & PyBytes_CheckExact(s2)) { return (equals == Py_NE); } else if ((s2 == Py_None) & PyBytes_CheckExact(s1)) { return (equals == Py_NE); } else { int result; PyObject* py_result = PyObject_RichCompare(s1, s2, equals); if (!py_result) return -1; result = __Pyx_PyObject_IsTrue(py_result); Py_DECREF(py_result); return result; } #endif } /* UnicodeEquals */ static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals) { #if CYTHON_COMPILING_IN_PYPY return PyObject_RichCompareBool(s1, s2, equals); #else #if PY_MAJOR_VERSION < 3 PyObject* owned_ref = NULL; #endif int s1_is_unicode, s2_is_unicode; if (s1 == s2) { goto return_eq; } s1_is_unicode = PyUnicode_CheckExact(s1); s2_is_unicode = PyUnicode_CheckExact(s2); #if PY_MAJOR_VERSION < 3 if ((s1_is_unicode & (!s2_is_unicode)) && PyString_CheckExact(s2)) { owned_ref = PyUnicode_FromObject(s2); if (unlikely(!owned_ref)) return -1; s2 = owned_ref; s2_is_unicode = 1; } else if ((s2_is_unicode & (!s1_is_unicode)) && PyString_CheckExact(s1)) { owned_ref = PyUnicode_FromObject(s1); if (unlikely(!owned_ref)) return -1; s1 = owned_ref; s1_is_unicode = 1; } else if (((!s2_is_unicode) & (!s1_is_unicode))) { return __Pyx_PyBytes_Equals(s1, s2, equals); } #endif if (s1_is_unicode & s2_is_unicode) { Py_ssize_t length; int kind; void *data1, *data2; if (unlikely(__Pyx_PyUnicode_READY(s1) < 0) || unlikely(__Pyx_PyUnicode_READY(s2) < 0)) return -1; length = __Pyx_PyUnicode_GET_LENGTH(s1); if (length != __Pyx_PyUnicode_GET_LENGTH(s2)) { goto return_ne; } #if CYTHON_USE_UNICODE_INTERNALS { Py_hash_t hash1, hash2; #if CYTHON_PEP393_ENABLED hash1 = ((PyASCIIObject*)s1)->hash; hash2 = ((PyASCIIObject*)s2)->hash; #else hash1 = ((PyUnicodeObject*)s1)->hash; hash2 = ((PyUnicodeObject*)s2)->hash; #endif if (hash1 != hash2 && hash1 != -1 && hash2 != -1) { goto return_ne; } } #endif kind = __Pyx_PyUnicode_KIND(s1); if (kind != __Pyx_PyUnicode_KIND(s2)) { goto return_ne; } data1 = __Pyx_PyUnicode_DATA(s1); data2 = __Pyx_PyUnicode_DATA(s2); if (__Pyx_PyUnicode_READ(kind, data1, 0) != __Pyx_PyUnicode_READ(kind, data2, 0)) { goto return_ne; } else if (length == 1) { goto return_eq; } else { int result = memcmp(data1, data2, (size_t)(length * kind)); #if PY_MAJOR_VERSION < 3 Py_XDECREF(owned_ref); #endif return (equals == Py_EQ) ? (result == 0) : (result != 0); } } else if ((s1 == Py_None) & s2_is_unicode) { goto return_ne; } else if ((s2 == Py_None) & s1_is_unicode) { goto return_ne; } else { int result; PyObject* py_result = PyObject_RichCompare(s1, s2, equals); #if PY_MAJOR_VERSION < 3 Py_XDECREF(owned_ref); #endif if (!py_result) return -1; result = __Pyx_PyObject_IsTrue(py_result); Py_DECREF(py_result); return result; } return_eq: #if PY_MAJOR_VERSION < 3 Py_XDECREF(owned_ref); #endif return (equals == Py_EQ); return_ne: #if PY_MAJOR_VERSION < 3 Py_XDECREF(owned_ref); #endif return (equals == Py_NE); #endif } /* GetAttr */ static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *o, PyObject *n) { #if CYTHON_USE_TYPE_SLOTS #if PY_MAJOR_VERSION >= 3 if (likely(PyUnicode_Check(n))) #else if (likely(PyString_Check(n))) #endif return __Pyx_PyObject_GetAttrStr(o, n); #endif return PyObject_GetAttr(o, n); } /* GetItemInt */ static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) { PyObject *r; if (!j) return NULL; r = PyObject_GetItem(o, j); Py_DECREF(j); return r; } static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, CYTHON_NCP_UNUSED int wraparound, CYTHON_NCP_UNUSED int boundscheck) { #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS Py_ssize_t wrapped_i = i; if (wraparound & unlikely(i < 0)) { wrapped_i += PyList_GET_SIZE(o); } if ((!boundscheck) || likely(__Pyx_is_valid_index(wrapped_i, PyList_GET_SIZE(o)))) { PyObject *r = PyList_GET_ITEM(o, wrapped_i); Py_INCREF(r); return r; } return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); #else return PySequence_GetItem(o, i); #endif } static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i, CYTHON_NCP_UNUSED int wraparound, CYTHON_NCP_UNUSED int boundscheck) { #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS Py_ssize_t wrapped_i = i; if (wraparound & unlikely(i < 0)) { wrapped_i += PyTuple_GET_SIZE(o); } if ((!boundscheck) || likely(__Pyx_is_valid_index(wrapped_i, PyTuple_GET_SIZE(o)))) { PyObject *r = PyTuple_GET_ITEM(o, wrapped_i); Py_INCREF(r); return r; } return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); #else return PySequence_GetItem(o, i); #endif } static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, int is_list, CYTHON_NCP_UNUSED int wraparound, CYTHON_NCP_UNUSED int boundscheck) { #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS && CYTHON_USE_TYPE_SLOTS if (is_list || PyList_CheckExact(o)) { Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyList_GET_SIZE(o); if ((!boundscheck) || (likely(__Pyx_is_valid_index(n, PyList_GET_SIZE(o))))) { PyObject *r = PyList_GET_ITEM(o, n); Py_INCREF(r); return r; } } else if (PyTuple_CheckExact(o)) { Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyTuple_GET_SIZE(o); if ((!boundscheck) || likely(__Pyx_is_valid_index(n, PyTuple_GET_SIZE(o)))) { PyObject *r = PyTuple_GET_ITEM(o, n); Py_INCREF(r); return r; } } else { PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence; if (likely(m && m->sq_item)) { if (wraparound && unlikely(i < 0) && likely(m->sq_length)) { Py_ssize_t l = m->sq_length(o); if (likely(l >= 0)) { i += l; } else { if (!PyErr_ExceptionMatches(PyExc_OverflowError)) return NULL; PyErr_Clear(); } } return m->sq_item(o, i); } } #else if (is_list || PySequence_Check(o)) { return PySequence_GetItem(o, i); } #endif return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); } /* ObjectGetItem */ #if CYTHON_USE_TYPE_SLOTS static PyObject *__Pyx_PyObject_GetIndex(PyObject *obj, PyObject* index) { PyObject *runerr; Py_ssize_t key_value; PySequenceMethods *m = Py_TYPE(obj)->tp_as_sequence; if (unlikely(!(m && m->sq_item))) { PyErr_Format(PyExc_TypeError, "'%.200s' object is not subscriptable", Py_TYPE(obj)->tp_name); return NULL; } key_value = __Pyx_PyIndex_AsSsize_t(index); if (likely(key_value != -1 || !(runerr = PyErr_Occurred()))) { return __Pyx_GetItemInt_Fast(obj, key_value, 0, 1, 1); } if (PyErr_GivenExceptionMatches(runerr, PyExc_OverflowError)) { PyErr_Clear(); PyErr_Format(PyExc_IndexError, "cannot fit '%.200s' into an index-sized integer", Py_TYPE(index)->tp_name); } return NULL; } static PyObject *__Pyx_PyObject_GetItem(PyObject *obj, PyObject* key) { PyMappingMethods *m = Py_TYPE(obj)->tp_as_mapping; if (likely(m && m->mp_subscript)) { return m->mp_subscript(obj, key); } return __Pyx_PyObject_GetIndex(obj, key); } #endif /* decode_c_string */ static CYTHON_INLINE PyObject* __Pyx_decode_c_string( const char* cstring, Py_ssize_t start, Py_ssize_t stop, const char* encoding, const char* errors, PyObject* (*decode_func)(const char *s, Py_ssize_t size, const char *errors)) { Py_ssize_t length; if (unlikely((start < 0) | (stop < 0))) { size_t slen = strlen(cstring); if (unlikely(slen > (size_t) PY_SSIZE_T_MAX)) { PyErr_SetString(PyExc_OverflowError, "c-string too long to convert to Python"); return NULL; } length = (Py_ssize_t) slen; if (start < 0) { start += length; if (start < 0) start = 0; } if (stop < 0) stop += length; } if (unlikely(stop <= start)) return __Pyx_NewRef(__pyx_empty_unicode); length = stop - start; cstring += start; if (decode_func) { return decode_func(cstring, length, errors); } else { return PyUnicode_Decode(cstring, length, encoding, errors); } } /* PyErrExceptionMatches */ #if CYTHON_FAST_THREAD_STATE static int __Pyx_PyErr_ExceptionMatchesTuple(PyObject *exc_type, PyObject *tuple) { Py_ssize_t i, n; n = PyTuple_GET_SIZE(tuple); #if PY_MAJOR_VERSION >= 3 for (i=0; i<n; i++) { if (exc_type == PyTuple_GET_ITEM(tuple, i)) return 1; } #endif for (i=0; i<n; i++) { if (__Pyx_PyErr_GivenExceptionMatches(exc_type, PyTuple_GET_ITEM(tuple, i))) return 1; } return 0; } static CYTHON_INLINE int __Pyx_PyErr_ExceptionMatchesInState(PyThreadState* tstate, PyObject* err) { PyObject *exc_type = tstate->curexc_type; if (exc_type == err) return 1; if (unlikely(!exc_type)) return 0; if (unlikely(PyTuple_Check(err))) return __Pyx_PyErr_ExceptionMatchesTuple(exc_type, err); return __Pyx_PyErr_GivenExceptionMatches(exc_type, err); } #endif /* GetAttr3 */ static PyObject *__Pyx_GetAttr3Default(PyObject *d) { __Pyx_PyThreadState_declare __Pyx_PyThreadState_assign if (unlikely(!__Pyx_PyErr_ExceptionMatches(PyExc_AttributeError))) return NULL; __Pyx_PyErr_Clear(); Py_INCREF(d); return d; } static CYTHON_INLINE PyObject *__Pyx_GetAttr3(PyObject *o, PyObject *n, PyObject *d) { PyObject *r = __Pyx_GetAttr(o, n); return (likely(r)) ? r : __Pyx_GetAttr3Default(d); } /* PyDictVersioning */ #if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj) { PyObject *dict = Py_TYPE(obj)->tp_dict; return likely(dict) ? __PYX_GET_DICT_VERSION(dict) : 0; } static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj) { PyObject **dictptr = NULL; Py_ssize_t offset = Py_TYPE(obj)->tp_dictoffset; if (offset) { #if CYTHON_COMPILING_IN_CPYTHON dictptr = (likely(offset > 0)) ? (PyObject **) ((char *)obj + offset) : _PyObject_GetDictPtr(obj); #else dictptr = _PyObject_GetDictPtr(obj); #endif } return (dictptr && *dictptr) ? __PYX_GET_DICT_VERSION(*dictptr) : 0; } static CYTHON_INLINE int __Pyx_object_dict_version_matches(PyObject* obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version) { PyObject *dict = Py_TYPE(obj)->tp_dict; if (unlikely(!dict) || unlikely(tp_dict_version != __PYX_GET_DICT_VERSION(dict))) return 0; return obj_dict_version == __Pyx_get_object_dict_version(obj); } #endif /* GetModuleGlobalName */ #if CYTHON_USE_DICT_VERSIONS static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, PY_UINT64_T *dict_version, PyObject **dict_cached_value) #else static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name) #endif { PyObject *result; #if !CYTHON_AVOID_BORROWED_REFS #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1 result = _PyDict_GetItem_KnownHash(__pyx_d, name, ((PyASCIIObject *) name)->hash); __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version) if (likely(result)) { return __Pyx_NewRef(result); } else if (unlikely(PyErr_Occurred())) { return NULL; } #else result = PyDict_GetItem(__pyx_d, name); __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version) if (likely(result)) { return __Pyx_NewRef(result); } #endif #else result = PyObject_GetItem(__pyx_d, name); __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version) if (likely(result)) { return __Pyx_NewRef(result); } PyErr_Clear(); #endif return __Pyx_GetBuiltinName(name); } /* RaiseTooManyValuesToUnpack */ static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) { PyErr_Format(PyExc_ValueError, "too many values to unpack (expected %" CYTHON_FORMAT_SSIZE_T "d)", expected); } /* RaiseNeedMoreValuesToUnpack */ static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { PyErr_Format(PyExc_ValueError, "need more than %" CYTHON_FORMAT_SSIZE_T "d value%.1s to unpack", index, (index == 1) ? "" : "s"); } /* RaiseNoneIterError */ static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) { PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); } /* ExtTypeTest */ static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { if (unlikely(!type)) { PyErr_SetString(PyExc_SystemError, "Missing type object"); return 0; } if (likely(__Pyx_TypeCheck(obj, type))) return 1; PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s", Py_TYPE(obj)->tp_name, type->tp_name); return 0; } /* GetTopmostException */ #if CYTHON_USE_EXC_INFO_STACK static _PyErr_StackItem * __Pyx_PyErr_GetTopmostException(PyThreadState *tstate) { _PyErr_StackItem *exc_info = tstate->exc_info; while ((exc_info->exc_type == NULL || exc_info->exc_type == Py_None) && exc_info->previous_item != NULL) { exc_info = exc_info->previous_item; } return exc_info; } #endif /* SaveResetException */ #if CYTHON_FAST_THREAD_STATE static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) { #if CYTHON_USE_EXC_INFO_STACK _PyErr_StackItem *exc_info = __Pyx_PyErr_GetTopmostException(tstate); *type = exc_info->exc_type; *value = exc_info->exc_value; *tb = exc_info->exc_traceback; #else *type = tstate->exc_type; *value = tstate->exc_value; *tb = tstate->exc_traceback; #endif Py_XINCREF(*type); Py_XINCREF(*value); Py_XINCREF(*tb); } static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) { PyObject *tmp_type, *tmp_value, *tmp_tb; #if CYTHON_USE_EXC_INFO_STACK _PyErr_StackItem *exc_info = tstate->exc_info; tmp_type = exc_info->exc_type; tmp_value = exc_info->exc_value; tmp_tb = exc_info->exc_traceback; exc_info->exc_type = type; exc_info->exc_value = value; exc_info->exc_traceback = tb; #else tmp_type = tstate->exc_type; tmp_value = tstate->exc_value; tmp_tb = tstate->exc_traceback; tstate->exc_type = type; tstate->exc_value = value; tstate->exc_traceback = tb; #endif Py_XDECREF(tmp_type); Py_XDECREF(tmp_value); Py_XDECREF(tmp_tb); } #endif /* GetException */ #if CYTHON_FAST_THREAD_STATE static int __Pyx__GetException(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) #else static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) #endif { PyObject *local_type, *local_value, *local_tb; #if CYTHON_FAST_THREAD_STATE PyObject *tmp_type, *tmp_value, *tmp_tb; local_type = tstate->curexc_type; local_value = tstate->curexc_value; local_tb = tstate->curexc_traceback; tstate->curexc_type = 0; tstate->curexc_value = 0; tstate->curexc_traceback = 0; #else PyErr_Fetch(&local_type, &local_value, &local_tb); #endif PyErr_NormalizeException(&local_type, &local_value, &local_tb); #if CYTHON_FAST_THREAD_STATE if (unlikely(tstate->curexc_type)) #else if (unlikely(PyErr_Occurred())) #endif goto bad; #if PY_MAJOR_VERSION >= 3 if (local_tb) { if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0)) goto bad; } #endif Py_XINCREF(local_tb); Py_XINCREF(local_type); Py_XINCREF(local_value); *type = local_type; *value = local_value; *tb = local_tb; #if CYTHON_FAST_THREAD_STATE #if CYTHON_USE_EXC_INFO_STACK { _PyErr_StackItem *exc_info = tstate->exc_info; tmp_type = exc_info->exc_type; tmp_value = exc_info->exc_value; tmp_tb = exc_info->exc_traceback; exc_info->exc_type = local_type; exc_info->exc_value = local_value; exc_info->exc_traceback = local_tb; } #else tmp_type = tstate->exc_type; tmp_value = tstate->exc_value; tmp_tb = tstate->exc_traceback; tstate->exc_type = local_type; tstate->exc_value = local_value; tstate->exc_traceback = local_tb; #endif Py_XDECREF(tmp_type); Py_XDECREF(tmp_value); Py_XDECREF(tmp_tb); #else PyErr_SetExcInfo(local_type, local_value, local_tb); #endif return 0; bad: *type = 0; *value = 0; *tb = 0; Py_XDECREF(local_type); Py_XDECREF(local_value); Py_XDECREF(local_tb); return -1; } /* SwapException */ #if CYTHON_FAST_THREAD_STATE static CYTHON_INLINE void __Pyx__ExceptionSwap(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) { PyObject *tmp_type, *tmp_value, *tmp_tb; #if CYTHON_USE_EXC_INFO_STACK _PyErr_StackItem *exc_info = tstate->exc_info; tmp_type = exc_info->exc_type; tmp_value = exc_info->exc_value; tmp_tb = exc_info->exc_traceback; exc_info->exc_type = *type; exc_info->exc_value = *value; exc_info->exc_traceback = *tb; #else tmp_type = tstate->exc_type; tmp_value = tstate->exc_value; tmp_tb = tstate->exc_traceback; tstate->exc_type = *type; tstate->exc_value = *value; tstate->exc_traceback = *tb; #endif *type = tmp_type; *value = tmp_value; *tb = tmp_tb; } #else static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) { PyObject *tmp_type, *tmp_value, *tmp_tb; PyErr_GetExcInfo(&tmp_type, &tmp_value, &tmp_tb); PyErr_SetExcInfo(*type, *value, *tb); *type = tmp_type; *value = tmp_value; *tb = tmp_tb; } #endif /* Import */ static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) { PyObject *empty_list = 0; PyObject *module = 0; PyObject *global_dict = 0; PyObject *empty_dict = 0; PyObject *list; #if PY_MAJOR_VERSION < 3 PyObject *py_import; py_import = __Pyx_PyObject_GetAttrStr(__pyx_b, __pyx_n_s_import); if (!py_import) goto bad; #endif if (from_list) list = from_list; else { empty_list = PyList_New(0); if (!empty_list) goto bad; list = empty_list; } global_dict = PyModule_GetDict(__pyx_m); if (!global_dict) goto bad; empty_dict = PyDict_New(); if (!empty_dict) goto bad; { #if PY_MAJOR_VERSION >= 3 if (level == -1) { if ((1) && (strchr(__Pyx_MODULE_NAME, '.'))) { module = PyImport_ImportModuleLevelObject( name, global_dict, empty_dict, list, 1); if (!module) { if (!PyErr_ExceptionMatches(PyExc_ImportError)) goto bad; PyErr_Clear(); } } level = 0; } #endif if (!module) { #if PY_MAJOR_VERSION < 3 PyObject *py_level = PyInt_FromLong(level); if (!py_level) goto bad; module = PyObject_CallFunctionObjArgs(py_import, name, global_dict, empty_dict, list, py_level, (PyObject *)NULL); Py_DECREF(py_level); #else module = PyImport_ImportModuleLevelObject( name, global_dict, empty_dict, list, level); #endif } } bad: #if PY_MAJOR_VERSION < 3 Py_XDECREF(py_import); #endif Py_XDECREF(empty_list); Py_XDECREF(empty_dict); return module; } /* FastTypeChecks */ #if CYTHON_COMPILING_IN_CPYTHON static int __Pyx_InBases(PyTypeObject *a, PyTypeObject *b) { while (a) { a = a->tp_base; if (a == b) return 1; } return b == &PyBaseObject_Type; } static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b) { PyObject *mro; if (a == b) return 1; mro = a->tp_mro; if (likely(mro)) { Py_ssize_t i, n; n = PyTuple_GET_SIZE(mro); for (i = 0; i < n; i++) { if (PyTuple_GET_ITEM(mro, i) == (PyObject *)b) return 1; } return 0; } return __Pyx_InBases(a, b); } #if PY_MAJOR_VERSION == 2 static int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, PyObject* exc_type1, PyObject* exc_type2) { PyObject *exception, *value, *tb; int res; __Pyx_PyThreadState_declare __Pyx_PyThreadState_assign __Pyx_ErrFetch(&exception, &value, &tb); res = exc_type1 ? PyObject_IsSubclass(err, exc_type1) : 0; if (unlikely(res == -1)) { PyErr_WriteUnraisable(err); res = 0; } if (!res) { res = PyObject_IsSubclass(err, exc_type2); if (unlikely(res == -1)) { PyErr_WriteUnraisable(err); res = 0; } } __Pyx_ErrRestore(exception, value, tb); return res; } #else static CYTHON_INLINE int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, PyObject* exc_type1, PyObject *exc_type2) { int res = exc_type1 ? __Pyx_IsSubtype((PyTypeObject*)err, (PyTypeObject*)exc_type1) : 0; if (!res) { res = __Pyx_IsSubtype((PyTypeObject*)err, (PyTypeObject*)exc_type2); } return res; } #endif static int __Pyx_PyErr_GivenExceptionMatchesTuple(PyObject *exc_type, PyObject *tuple) { Py_ssize_t i, n; assert(PyExceptionClass_Check(exc_type)); n = PyTuple_GET_SIZE(tuple); #if PY_MAJOR_VERSION >= 3 for (i=0; i<n; i++) { if (exc_type == PyTuple_GET_ITEM(tuple, i)) return 1; } #endif for (i=0; i<n; i++) { PyObject *t = PyTuple_GET_ITEM(tuple, i); #if PY_MAJOR_VERSION < 3 if (likely(exc_type == t)) return 1; #endif if (likely(PyExceptionClass_Check(t))) { if (__Pyx_inner_PyErr_GivenExceptionMatches2(exc_type, NULL, t)) return 1; } else { } } return 0; } static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, PyObject* exc_type) { if (likely(err == exc_type)) return 1; if (likely(PyExceptionClass_Check(err))) { if (likely(PyExceptionClass_Check(exc_type))) { return __Pyx_inner_PyErr_GivenExceptionMatches2(err, NULL, exc_type); } else if (likely(PyTuple_Check(exc_type))) { return __Pyx_PyErr_GivenExceptionMatchesTuple(err, exc_type); } else { } } return PyErr_GivenExceptionMatches(err, exc_type); } static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObject *exc_type1, PyObject *exc_type2) { assert(PyExceptionClass_Check(exc_type1)); assert(PyExceptionClass_Check(exc_type2)); if (likely(err == exc_type1 || err == exc_type2)) return 1; if (likely(PyExceptionClass_Check(err))) { return __Pyx_inner_PyErr_GivenExceptionMatches2(err, exc_type1, exc_type2); } return (PyErr_GivenExceptionMatches(err, exc_type1) || PyErr_GivenExceptionMatches(err, exc_type2)); } #endif /* PyIntBinop */ #if !CYTHON_COMPILING_IN_PYPY static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, int inplace, int zerodivision_check) { (void)inplace; (void)zerodivision_check; #if PY_MAJOR_VERSION < 3 if (likely(PyInt_CheckExact(op1))) { const long b = intval; long x; long a = PyInt_AS_LONG(op1); x = (long)((unsigned long)a + b); if (likely((x^a) >= 0 || (x^b) >= 0)) return PyInt_FromLong(x); return PyLong_Type.tp_as_number->nb_add(op1, op2); } #endif #if CYTHON_USE_PYLONG_INTERNALS if (likely(PyLong_CheckExact(op1))) { const long b = intval; long a, x; #ifdef HAVE_LONG_LONG const PY_LONG_LONG llb = intval; PY_LONG_LONG lla, llx; #endif const digit* digits = ((PyLongObject*)op1)->ob_digit; const Py_ssize_t size = Py_SIZE(op1); if (likely(__Pyx_sst_abs(size) <= 1)) { a = likely(size) ? digits[0] : 0; if (size == -1) a = -a; } else { switch (size) { case -2: if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { a = -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); break; #ifdef HAVE_LONG_LONG } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) { lla = -(PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); goto long_long; #endif } CYTHON_FALLTHROUGH; case 2: if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { a = (long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); break; #ifdef HAVE_LONG_LONG } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) { lla = (PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); goto long_long; #endif } CYTHON_FALLTHROUGH; case -3: if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { a = -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); break; #ifdef HAVE_LONG_LONG } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) { lla = -(PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); goto long_long; #endif } CYTHON_FALLTHROUGH; case 3: if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { a = (long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); break; #ifdef HAVE_LONG_LONG } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) { lla = (PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); goto long_long; #endif } CYTHON_FALLTHROUGH; case -4: if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { a = -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); break; #ifdef HAVE_LONG_LONG } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) { lla = -(PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); goto long_long; #endif } CYTHON_FALLTHROUGH; case 4: if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { a = (long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); break; #ifdef HAVE_LONG_LONG } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) { lla = (PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); goto long_long; #endif } CYTHON_FALLTHROUGH; default: return PyLong_Type.tp_as_number->nb_add(op1, op2); } } x = a + b; return PyLong_FromLong(x); #ifdef HAVE_LONG_LONG long_long: llx = lla + llb; return PyLong_FromLongLong(llx); #endif } #endif if (PyFloat_CheckExact(op1)) { const long b = intval; double a = PyFloat_AS_DOUBLE(op1); double result; PyFPE_START_PROTECT("add", return NULL) result = ((double)a) + (double)b; PyFPE_END_PROTECT(result) return PyFloat_FromDouble(result); } return (inplace ? PyNumber_InPlaceAdd : PyNumber_Add)(op1, op2); } #endif /* None */ static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname) { PyErr_Format(PyExc_UnboundLocalError, "local variable '%s' referenced before assignment", varname); } /* ImportFrom */ static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name) { PyObject* value = __Pyx_PyObject_GetAttrStr(module, name); if (unlikely(!value) && PyErr_ExceptionMatches(PyExc_AttributeError)) { PyErr_Format(PyExc_ImportError, #if PY_MAJOR_VERSION < 3 "cannot import name %.230s", PyString_AS_STRING(name)); #else "cannot import name %S", name); #endif } return value; } /* HasAttr */ static CYTHON_INLINE int __Pyx_HasAttr(PyObject *o, PyObject *n) { PyObject *r; if (unlikely(!__Pyx_PyBaseString_Check(n))) { PyErr_SetString(PyExc_TypeError, "hasattr(): attribute name must be string"); return -1; } r = __Pyx_GetAttr(o, n); if (unlikely(!r)) { PyErr_Clear(); return 0; } else { Py_DECREF(r); return 1; } } /* PyObject_GenericGetAttrNoDict */ #if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000 static PyObject *__Pyx_RaiseGenericGetAttributeError(PyTypeObject *tp, PyObject *attr_name) { PyErr_Format(PyExc_AttributeError, #if PY_MAJOR_VERSION >= 3 "'%.50s' object has no attribute '%U'", tp->tp_name, attr_name); #else "'%.50s' object has no attribute '%.400s'", tp->tp_name, PyString_AS_STRING(attr_name)); #endif return NULL; } static CYTHON_INLINE PyObject* __Pyx_PyObject_GenericGetAttrNoDict(PyObject* obj, PyObject* attr_name) { PyObject *descr; PyTypeObject *tp = Py_TYPE(obj); if (unlikely(!PyString_Check(attr_name))) { return PyObject_GenericGetAttr(obj, attr_name); } assert(!tp->tp_dictoffset); descr = _PyType_Lookup(tp, attr_name); if (unlikely(!descr)) { return __Pyx_RaiseGenericGetAttributeError(tp, attr_name); } Py_INCREF(descr); #if PY_MAJOR_VERSION < 3 if (likely(PyType_HasFeature(Py_TYPE(descr), Py_TPFLAGS_HAVE_CLASS))) #endif { descrgetfunc f = Py_TYPE(descr)->tp_descr_get; if (unlikely(f)) { PyObject *res = f(descr, obj, (PyObject *)tp); Py_DECREF(descr); return res; } } return descr; } #endif /* PyObject_GenericGetAttr */ #if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000 static PyObject* __Pyx_PyObject_GenericGetAttr(PyObject* obj, PyObject* attr_name) { if (unlikely(Py_TYPE(obj)->tp_dictoffset)) { return PyObject_GenericGetAttr(obj, attr_name); } return __Pyx_PyObject_GenericGetAttrNoDict(obj, attr_name); } #endif /* SetVTable */ static int __Pyx_SetVtable(PyObject *dict, void *vtable) { #if PY_VERSION_HEX >= 0x02070000 PyObject *ob = PyCapsule_New(vtable, 0, 0); #else PyObject *ob = PyCObject_FromVoidPtr(vtable, 0); #endif if (!ob) goto bad; if (PyDict_SetItem(dict, __pyx_n_s_pyx_vtable, ob) < 0) goto bad; Py_DECREF(ob); return 0; bad: Py_XDECREF(ob); return -1; } /* PyObjectGetAttrStrNoError */ static void __Pyx_PyObject_GetAttrStr_ClearAttributeError(void) { __Pyx_PyThreadState_declare __Pyx_PyThreadState_assign if (likely(__Pyx_PyErr_ExceptionMatches(PyExc_AttributeError))) __Pyx_PyErr_Clear(); } static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStrNoError(PyObject* obj, PyObject* attr_name) { PyObject *result; #if CYTHON_COMPILING_IN_CPYTHON && CYTHON_USE_TYPE_SLOTS && PY_VERSION_HEX >= 0x030700B1 PyTypeObject* tp = Py_TYPE(obj); if (likely(tp->tp_getattro == PyObject_GenericGetAttr)) { return _PyObject_GenericGetAttrWithDict(obj, attr_name, NULL, 1); } #endif result = __Pyx_PyObject_GetAttrStr(obj, attr_name); if (unlikely(!result)) { __Pyx_PyObject_GetAttrStr_ClearAttributeError(); } return result; } /* SetupReduce */ static int __Pyx_setup_reduce_is_named(PyObject* meth, PyObject* name) { int ret; PyObject *name_attr; name_attr = __Pyx_PyObject_GetAttrStr(meth, __pyx_n_s_name_2); if (likely(name_attr)) { ret = PyObject_RichCompareBool(name_attr, name, Py_EQ); } else { ret = -1; } if (unlikely(ret < 0)) { PyErr_Clear(); ret = 0; } Py_XDECREF(name_attr); return ret; } static int __Pyx_setup_reduce(PyObject* type_obj) { int ret = 0; PyObject *object_reduce = NULL; PyObject *object_reduce_ex = NULL; PyObject *reduce = NULL; PyObject *reduce_ex = NULL; PyObject *reduce_cython = NULL; PyObject *setstate = NULL; PyObject *setstate_cython = NULL; #if CYTHON_USE_PYTYPE_LOOKUP if (_PyType_Lookup((PyTypeObject*)type_obj, __pyx_n_s_getstate)) goto __PYX_GOOD; #else if (PyObject_HasAttr(type_obj, __pyx_n_s_getstate)) goto __PYX_GOOD; #endif #if CYTHON_USE_PYTYPE_LOOKUP object_reduce_ex = _PyType_Lookup(&PyBaseObject_Type, __pyx_n_s_reduce_ex); if (!object_reduce_ex) goto __PYX_BAD; #else object_reduce_ex = __Pyx_PyObject_GetAttrStr((PyObject*)&PyBaseObject_Type, __pyx_n_s_reduce_ex); if (!object_reduce_ex) goto __PYX_BAD; #endif reduce_ex = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_n_s_reduce_ex); if (unlikely(!reduce_ex)) goto __PYX_BAD; if (reduce_ex == object_reduce_ex) { #if CYTHON_USE_PYTYPE_LOOKUP object_reduce = _PyType_Lookup(&PyBaseObject_Type, __pyx_n_s_reduce); if (!object_reduce) goto __PYX_BAD; #else object_reduce = __Pyx_PyObject_GetAttrStr((PyObject*)&PyBaseObject_Type, __pyx_n_s_reduce); if (!object_reduce) goto __PYX_BAD; #endif reduce = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_n_s_reduce); if (unlikely(!reduce)) goto __PYX_BAD; if (reduce == object_reduce || __Pyx_setup_reduce_is_named(reduce, __pyx_n_s_reduce_cython)) { reduce_cython = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_n_s_reduce_cython); if (likely(reduce_cython)) { ret = PyDict_SetItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_reduce, reduce_cython); if (unlikely(ret < 0)) goto __PYX_BAD; ret = PyDict_DelItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_reduce_cython); if (unlikely(ret < 0)) goto __PYX_BAD; } else if (reduce == object_reduce || PyErr_Occurred()) { goto __PYX_BAD; } setstate = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_n_s_setstate); if (!setstate) PyErr_Clear(); if (!setstate || __Pyx_setup_reduce_is_named(setstate, __pyx_n_s_setstate_cython)) { setstate_cython = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_n_s_setstate_cython); if (likely(setstate_cython)) { ret = PyDict_SetItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_setstate, setstate_cython); if (unlikely(ret < 0)) goto __PYX_BAD; ret = PyDict_DelItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_setstate_cython); if (unlikely(ret < 0)) goto __PYX_BAD; } else if (!setstate || PyErr_Occurred()) { goto __PYX_BAD; } } PyType_Modified((PyTypeObject*)type_obj); } } goto __PYX_GOOD; __PYX_BAD: if (!PyErr_Occurred()) PyErr_Format(PyExc_RuntimeError, "Unable to initialize pickling for %s", ((PyTypeObject*)type_obj)->tp_name); ret = -1; __PYX_GOOD: #if !CYTHON_USE_PYTYPE_LOOKUP Py_XDECREF(object_reduce); Py_XDECREF(object_reduce_ex); #endif Py_XDECREF(reduce); Py_XDECREF(reduce_ex); Py_XDECREF(reduce_cython); Py_XDECREF(setstate); Py_XDECREF(setstate_cython); return ret; } /* CLineInTraceback */ #ifndef CYTHON_CLINE_IN_TRACEBACK static int __Pyx_CLineForTraceback(CYTHON_NCP_UNUSED PyThreadState *tstate, int c_line) { PyObject *use_cline; PyObject *ptype, *pvalue, *ptraceback; #if CYTHON_COMPILING_IN_CPYTHON PyObject **cython_runtime_dict; #endif if (unlikely(!__pyx_cython_runtime)) { return c_line; } __Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback); #if CYTHON_COMPILING_IN_CPYTHON cython_runtime_dict = _PyObject_GetDictPtr(__pyx_cython_runtime); if (likely(cython_runtime_dict)) { __PYX_PY_DICT_LOOKUP_IF_MODIFIED( use_cline, *cython_runtime_dict, __Pyx_PyDict_GetItemStr(*cython_runtime_dict, __pyx_n_s_cline_in_traceback)) } else #endif { PyObject *use_cline_obj = __Pyx_PyObject_GetAttrStr(__pyx_cython_runtime, __pyx_n_s_cline_in_traceback); if (use_cline_obj) { use_cline = PyObject_Not(use_cline_obj) ? Py_False : Py_True; Py_DECREF(use_cline_obj); } else { PyErr_Clear(); use_cline = NULL; } } if (!use_cline) { c_line = 0; PyObject_SetAttr(__pyx_cython_runtime, __pyx_n_s_cline_in_traceback, Py_False); } else if (use_cline == Py_False || (use_cline != Py_True && PyObject_Not(use_cline) != 0)) { c_line = 0; } __Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback); return c_line; } #endif /* CodeObjectCache */ static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) { int start = 0, mid = 0, end = count - 1; if (end >= 0 && code_line > entries[end].code_line) { return count; } while (start < end) { mid = start + (end - start) / 2; if (code_line < entries[mid].code_line) { end = mid; } else if (code_line > entries[mid].code_line) { start = mid + 1; } else { return mid; } } if (code_line <= entries[mid].code_line) { return mid; } else { return mid + 1; } } static PyCodeObject *__pyx_find_code_object(int code_line) { PyCodeObject* code_object; int pos; if (unlikely(!code_line) || unlikely(!__pyx_code_cache.entries)) { return NULL; } pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line); if (unlikely(pos >= __pyx_code_cache.count) || unlikely(__pyx_code_cache.entries[pos].code_line != code_line)) { return NULL; } code_object = __pyx_code_cache.entries[pos].code_object; Py_INCREF(code_object); return code_object; } static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object) { int pos, i; __Pyx_CodeObjectCacheEntry* entries = __pyx_code_cache.entries; if (unlikely(!code_line)) { return; } if (unlikely(!entries)) { entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Malloc(64*sizeof(__Pyx_CodeObjectCacheEntry)); if (likely(entries)) { __pyx_code_cache.entries = entries; __pyx_code_cache.max_count = 64; __pyx_code_cache.count = 1; entries[0].code_line = code_line; entries[0].code_object = code_object; Py_INCREF(code_object); } return; } pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line); if ((pos < __pyx_code_cache.count) && unlikely(__pyx_code_cache.entries[pos].code_line == code_line)) { PyCodeObject* tmp = entries[pos].code_object; entries[pos].code_object = code_object; Py_DECREF(tmp); return; } if (__pyx_code_cache.count == __pyx_code_cache.max_count) { int new_max = __pyx_code_cache.max_count + 64; entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Realloc( __pyx_code_cache.entries, ((size_t)new_max) * sizeof(__Pyx_CodeObjectCacheEntry)); if (unlikely(!entries)) { return; } __pyx_code_cache.entries = entries; __pyx_code_cache.max_count = new_max; } for (i=__pyx_code_cache.count; i>pos; i--) { entries[i] = entries[i-1]; } entries[pos].code_line = code_line; entries[pos].code_object = code_object; __pyx_code_cache.count++; Py_INCREF(code_object); } /* AddTraceback */ #include "compile.h" #include "frameobject.h" #include "traceback.h" static PyCodeObject* __Pyx_CreateCodeObjectForTraceback( const char *funcname, int c_line, int py_line, const char *filename) { PyCodeObject *py_code = 0; PyObject *py_srcfile = 0; PyObject *py_funcname = 0; #if PY_MAJOR_VERSION < 3 py_srcfile = PyString_FromString(filename); #else py_srcfile = PyUnicode_FromString(filename); #endif if (!py_srcfile) goto bad; if (c_line) { #if PY_MAJOR_VERSION < 3 py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line); #else py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line); #endif } else { #if PY_MAJOR_VERSION < 3 py_funcname = PyString_FromString(funcname); #else py_funcname = PyUnicode_FromString(funcname); #endif } if (!py_funcname) goto bad; py_code = __Pyx_PyCode_New( 0, 0, 0, 0, 0, __pyx_empty_bytes, /*PyObject *code,*/ __pyx_empty_tuple, /*PyObject *consts,*/ __pyx_empty_tuple, /*PyObject *names,*/ __pyx_empty_tuple, /*PyObject *varnames,*/ __pyx_empty_tuple, /*PyObject *freevars,*/ __pyx_empty_tuple, /*PyObject *cellvars,*/ py_srcfile, /*PyObject *filename,*/ py_funcname, /*PyObject *name,*/ py_line, __pyx_empty_bytes /*PyObject *lnotab*/ ); Py_DECREF(py_srcfile); Py_DECREF(py_funcname); return py_code; bad: Py_XDECREF(py_srcfile); Py_XDECREF(py_funcname); return NULL; } static void __Pyx_AddTraceback(const char *funcname, int c_line, int py_line, const char *filename) { PyCodeObject *py_code = 0; PyFrameObject *py_frame = 0; PyThreadState *tstate = __Pyx_PyThreadState_Current; if (c_line) { c_line = __Pyx_CLineForTraceback(tstate, c_line); } py_code = __pyx_find_code_object(c_line ? -c_line : py_line); if (!py_code) { py_code = __Pyx_CreateCodeObjectForTraceback( funcname, c_line, py_line, filename); if (!py_code) goto bad; __pyx_insert_code_object(c_line ? -c_line : py_line, py_code); } py_frame = PyFrame_New( tstate, /*PyThreadState *tstate,*/ py_code, /*PyCodeObject *code,*/ __pyx_d, /*PyObject *globals,*/ 0 /*PyObject *locals*/ ); if (!py_frame) goto bad; __Pyx_PyFrame_SetLineNumber(py_frame, py_line); PyTraceBack_Here(py_frame); bad: Py_XDECREF(py_code); Py_XDECREF(py_frame); } #if PY_MAJOR_VERSION < 3 static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags) { if (PyObject_CheckBuffer(obj)) return PyObject_GetBuffer(obj, view, flags); if (__Pyx_TypeCheck(obj, __pyx_array_type)) return __pyx_array_getbuffer(obj, view, flags); if (__Pyx_TypeCheck(obj, __pyx_memoryview_type)) return __pyx_memoryview_getbuffer(obj, view, flags); PyErr_Format(PyExc_TypeError, "'%.200s' does not have the buffer interface", Py_TYPE(obj)->tp_name); return -1; } static void __Pyx_ReleaseBuffer(Py_buffer *view) { PyObject *obj = view->obj; if (!obj) return; if (PyObject_CheckBuffer(obj)) { PyBuffer_Release(view); return; } if ((0)) {} view->obj = NULL; Py_DECREF(obj); } #endif /* MemviewSliceIsContig */ static int __pyx_memviewslice_is_contig(const __Pyx_memviewslice mvs, char order, int ndim) { int i, index, step, start; Py_ssize_t itemsize = mvs.memview->view.itemsize; if (order == 'F') { step = 1; start = 0; } else { step = -1; start = ndim - 1; } for (i = 0; i < ndim; i++) { index = start + step * i; if (mvs.suboffsets[index] >= 0 || mvs.strides[index] != itemsize) return 0; itemsize *= mvs.shape[index]; } return 1; } /* OverlappingSlices */ static void __pyx_get_array_memory_extents(__Pyx_memviewslice *slice, void **out_start, void **out_end, int ndim, size_t itemsize) { char *start, *end; int i; start = end = slice->data; for (i = 0; i < ndim; i++) { Py_ssize_t stride = slice->strides[i]; Py_ssize_t extent = slice->shape[i]; if (extent == 0) { *out_start = *out_end = start; return; } else { if (stride > 0) end += stride * (extent - 1); else start += stride * (extent - 1); } } *out_start = start; *out_end = end + itemsize; } static int __pyx_slices_overlap(__Pyx_memviewslice *slice1, __Pyx_memviewslice *slice2, int ndim, size_t itemsize) { void *start1, *end1, *start2, *end2; __pyx_get_array_memory_extents(slice1, &start1, &end1, ndim, itemsize); __pyx_get_array_memory_extents(slice2, &start2, &end2, ndim, itemsize); return (start1 < end2) && (start2 < end1); } /* Capsule */ static CYTHON_INLINE PyObject * __pyx_capsule_create(void *p, CYTHON_UNUSED const char *sig) { PyObject *cobj; #if PY_VERSION_HEX >= 0x02070000 cobj = PyCapsule_New(p, sig, NULL); #else cobj = PyCObject_FromVoidPtr(p, NULL); #endif return cobj; } /* IsLittleEndian */ static CYTHON_INLINE int __Pyx_Is_Little_Endian(void) { union { uint32_t u32; uint8_t u8[4]; } S; S.u32 = 0x01020304; return S.u8[0] == 4; } /* BufferFormatCheck */ static void __Pyx_BufFmt_Init(__Pyx_BufFmt_Context* ctx, __Pyx_BufFmt_StackElem* stack, __Pyx_TypeInfo* type) { stack[0].field = &ctx->root; stack[0].parent_offset = 0; ctx->root.type = type; ctx->root.name = "buffer dtype"; ctx->root.offset = 0; ctx->head = stack; ctx->head->field = &ctx->root; ctx->fmt_offset = 0; ctx->head->parent_offset = 0; ctx->new_packmode = '@'; ctx->enc_packmode = '@'; ctx->new_count = 1; ctx->enc_count = 0; ctx->enc_type = 0; ctx->is_complex = 0; ctx->is_valid_array = 0; ctx->struct_alignment = 0; while (type->typegroup == 'S') { ++ctx->head; ctx->head->field = type->fields; ctx->head->parent_offset = 0; type = type->fields->type; } } static int __Pyx_BufFmt_ParseNumber(const char** ts) { int count; const char* t = *ts; if (*t < '0' || *t > '9') { return -1; } else { count = *t++ - '0'; while (*t >= '0' && *t <= '9') { count *= 10; count += *t++ - '0'; } } *ts = t; return count; } static int __Pyx_BufFmt_ExpectNumber(const char **ts) { int number = __Pyx_BufFmt_ParseNumber(ts); if (number == -1) PyErr_Format(PyExc_ValueError,\ "Does not understand character buffer dtype format string ('%c')", **ts); return number; } static void __Pyx_BufFmt_RaiseUnexpectedChar(char ch) { PyErr_Format(PyExc_ValueError, "Unexpected format string character: '%c'", ch); } static const char* __Pyx_BufFmt_DescribeTypeChar(char ch, int is_complex) { switch (ch) { case '?': return "'bool'"; case 'c': return "'char'"; case 'b': return "'signed char'"; case 'B': return "'unsigned char'"; case 'h': return "'short'"; case 'H': return "'unsigned short'"; case 'i': return "'int'"; case 'I': return "'unsigned int'"; case 'l': return "'long'"; case 'L': return "'unsigned long'"; case 'q': return "'long long'"; case 'Q': return "'unsigned long long'"; case 'f': return (is_complex ? "'complex float'" : "'float'"); case 'd': return (is_complex ? "'complex double'" : "'double'"); case 'g': return (is_complex ? "'complex long double'" : "'long double'"); case 'T': return "a struct"; case 'O': return "Python object"; case 'P': return "a pointer"; case 's': case 'p': return "a string"; case 0: return "end"; default: return "unparseable format string"; } } static size_t __Pyx_BufFmt_TypeCharToStandardSize(char ch, int is_complex) { switch (ch) { case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1; case 'h': case 'H': return 2; case 'i': case 'I': case 'l': case 'L': return 4; case 'q': case 'Q': return 8; case 'f': return (is_complex ? 8 : 4); case 'd': return (is_complex ? 16 : 8); case 'g': { PyErr_SetString(PyExc_ValueError, "Python does not define a standard format string size for long double ('g').."); return 0; } case 'O': case 'P': return sizeof(void*); default: __Pyx_BufFmt_RaiseUnexpectedChar(ch); return 0; } } static size_t __Pyx_BufFmt_TypeCharToNativeSize(char ch, int is_complex) { switch (ch) { case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1; case 'h': case 'H': return sizeof(short); case 'i': case 'I': return sizeof(int); case 'l': case 'L': return sizeof(long); #ifdef HAVE_LONG_LONG case 'q': case 'Q': return sizeof(PY_LONG_LONG); #endif case 'f': return sizeof(float) * (is_complex ? 2 : 1); case 'd': return sizeof(double) * (is_complex ? 2 : 1); case 'g': return sizeof(long double) * (is_complex ? 2 : 1); case 'O': case 'P': return sizeof(void*); default: { __Pyx_BufFmt_RaiseUnexpectedChar(ch); return 0; } } } typedef struct { char c; short x; } __Pyx_st_short; typedef struct { char c; int x; } __Pyx_st_int; typedef struct { char c; long x; } __Pyx_st_long; typedef struct { char c; float x; } __Pyx_st_float; typedef struct { char c; double x; } __Pyx_st_double; typedef struct { char c; long double x; } __Pyx_st_longdouble; typedef struct { char c; void *x; } __Pyx_st_void_p; #ifdef HAVE_LONG_LONG typedef struct { char c; PY_LONG_LONG x; } __Pyx_st_longlong; #endif static size_t __Pyx_BufFmt_TypeCharToAlignment(char ch, CYTHON_UNUSED int is_complex) { switch (ch) { case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1; case 'h': case 'H': return sizeof(__Pyx_st_short) - sizeof(short); case 'i': case 'I': return sizeof(__Pyx_st_int) - sizeof(int); case 'l': case 'L': return sizeof(__Pyx_st_long) - sizeof(long); #ifdef HAVE_LONG_LONG case 'q': case 'Q': return sizeof(__Pyx_st_longlong) - sizeof(PY_LONG_LONG); #endif case 'f': return sizeof(__Pyx_st_float) - sizeof(float); case 'd': return sizeof(__Pyx_st_double) - sizeof(double); case 'g': return sizeof(__Pyx_st_longdouble) - sizeof(long double); case 'P': case 'O': return sizeof(__Pyx_st_void_p) - sizeof(void*); default: __Pyx_BufFmt_RaiseUnexpectedChar(ch); return 0; } } /* These are for computing the padding at the end of the struct to align on the first member of the struct. This will probably the same as above, but we don't have any guarantees. */ typedef struct { short x; char c; } __Pyx_pad_short; typedef struct { int x; char c; } __Pyx_pad_int; typedef struct { long x; char c; } __Pyx_pad_long; typedef struct { float x; char c; } __Pyx_pad_float; typedef struct { double x; char c; } __Pyx_pad_double; typedef struct { long double x; char c; } __Pyx_pad_longdouble; typedef struct { void *x; char c; } __Pyx_pad_void_p; #ifdef HAVE_LONG_LONG typedef struct { PY_LONG_LONG x; char c; } __Pyx_pad_longlong; #endif static size_t __Pyx_BufFmt_TypeCharToPadding(char ch, CYTHON_UNUSED int is_complex) { switch (ch) { case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1; case 'h': case 'H': return sizeof(__Pyx_pad_short) - sizeof(short); case 'i': case 'I': return sizeof(__Pyx_pad_int) - sizeof(int); case 'l': case 'L': return sizeof(__Pyx_pad_long) - sizeof(long); #ifdef HAVE_LONG_LONG case 'q': case 'Q': return sizeof(__Pyx_pad_longlong) - sizeof(PY_LONG_LONG); #endif case 'f': return sizeof(__Pyx_pad_float) - sizeof(float); case 'd': return sizeof(__Pyx_pad_double) - sizeof(double); case 'g': return sizeof(__Pyx_pad_longdouble) - sizeof(long double); case 'P': case 'O': return sizeof(__Pyx_pad_void_p) - sizeof(void*); default: __Pyx_BufFmt_RaiseUnexpectedChar(ch); return 0; } } static char __Pyx_BufFmt_TypeCharToGroup(char ch, int is_complex) { switch (ch) { case 'c': return 'H'; case 'b': case 'h': case 'i': case 'l': case 'q': case 's': case 'p': return 'I'; case '?': case 'B': case 'H': case 'I': case 'L': case 'Q': return 'U'; case 'f': case 'd': case 'g': return (is_complex ? 'C' : 'R'); case 'O': return 'O'; case 'P': return 'P'; default: { __Pyx_BufFmt_RaiseUnexpectedChar(ch); return 0; } } } static void __Pyx_BufFmt_RaiseExpected(__Pyx_BufFmt_Context* ctx) { if (ctx->head == NULL || ctx->head->field == &ctx->root) { const char* expected; const char* quote; if (ctx->head == NULL) { expected = "end"; quote = ""; } else { expected = ctx->head->field->type->name; quote = "'"; } PyErr_Format(PyExc_ValueError, "Buffer dtype mismatch, expected %s%s%s but got %s", quote, expected, quote, __Pyx_BufFmt_DescribeTypeChar(ctx->enc_type, ctx->is_complex)); } else { __Pyx_StructField* field = ctx->head->field; __Pyx_StructField* parent = (ctx->head - 1)->field; PyErr_Format(PyExc_ValueError, "Buffer dtype mismatch, expected '%s' but got %s in '%s.%s'", field->type->name, __Pyx_BufFmt_DescribeTypeChar(ctx->enc_type, ctx->is_complex), parent->type->name, field->name); } } static int __Pyx_BufFmt_ProcessTypeChunk(__Pyx_BufFmt_Context* ctx) { char group; size_t size, offset, arraysize = 1; if (ctx->enc_type == 0) return 0; if (ctx->head->field->type->arraysize[0]) { int i, ndim = 0; if (ctx->enc_type == 's' || ctx->enc_type == 'p') { ctx->is_valid_array = ctx->head->field->type->ndim == 1; ndim = 1; if (ctx->enc_count != ctx->head->field->type->arraysize[0]) { PyErr_Format(PyExc_ValueError, "Expected a dimension of size %zu, got %zu", ctx->head->field->type->arraysize[0], ctx->enc_count); return -1; } } if (!ctx->is_valid_array) { PyErr_Format(PyExc_ValueError, "Expected %d dimensions, got %d", ctx->head->field->type->ndim, ndim); return -1; } for (i = 0; i < ctx->head->field->type->ndim; i++) { arraysize *= ctx->head->field->type->arraysize[i]; } ctx->is_valid_array = 0; ctx->enc_count = 1; } group = __Pyx_BufFmt_TypeCharToGroup(ctx->enc_type, ctx->is_complex); do { __Pyx_StructField* field = ctx->head->field; __Pyx_TypeInfo* type = field->type; if (ctx->enc_packmode == '@' || ctx->enc_packmode == '^') { size = __Pyx_BufFmt_TypeCharToNativeSize(ctx->enc_type, ctx->is_complex); } else { size = __Pyx_BufFmt_TypeCharToStandardSize(ctx->enc_type, ctx->is_complex); } if (ctx->enc_packmode == '@') { size_t align_at = __Pyx_BufFmt_TypeCharToAlignment(ctx->enc_type, ctx->is_complex); size_t align_mod_offset; if (align_at == 0) return -1; align_mod_offset = ctx->fmt_offset % align_at; if (align_mod_offset > 0) ctx->fmt_offset += align_at - align_mod_offset; if (ctx->struct_alignment == 0) ctx->struct_alignment = __Pyx_BufFmt_TypeCharToPadding(ctx->enc_type, ctx->is_complex); } if (type->size != size || type->typegroup != group) { if (type->typegroup == 'C' && type->fields != NULL) { size_t parent_offset = ctx->head->parent_offset + field->offset; ++ctx->head; ctx->head->field = type->fields; ctx->head->parent_offset = parent_offset; continue; } if ((type->typegroup == 'H' || group == 'H') && type->size == size) { } else { __Pyx_BufFmt_RaiseExpected(ctx); return -1; } } offset = ctx->head->parent_offset + field->offset; if (ctx->fmt_offset != offset) { PyErr_Format(PyExc_ValueError, "Buffer dtype mismatch; next field is at offset %" CYTHON_FORMAT_SSIZE_T "d but %" CYTHON_FORMAT_SSIZE_T "d expected", (Py_ssize_t)ctx->fmt_offset, (Py_ssize_t)offset); return -1; } ctx->fmt_offset += size; if (arraysize) ctx->fmt_offset += (arraysize - 1) * size; --ctx->enc_count; while (1) { if (field == &ctx->root) { ctx->head = NULL; if (ctx->enc_count != 0) { __Pyx_BufFmt_RaiseExpected(ctx); return -1; } break; } ctx->head->field = ++field; if (field->type == NULL) { --ctx->head; field = ctx->head->field; continue; } else if (field->type->typegroup == 'S') { size_t parent_offset = ctx->head->parent_offset + field->offset; if (field->type->fields->type == NULL) continue; field = field->type->fields; ++ctx->head; ctx->head->field = field; ctx->head->parent_offset = parent_offset; break; } else { break; } } } while (ctx->enc_count); ctx->enc_type = 0; ctx->is_complex = 0; return 0; } static PyObject * __pyx_buffmt_parse_array(__Pyx_BufFmt_Context* ctx, const char** tsp) { const char *ts = *tsp; int i = 0, number, ndim; ++ts; if (ctx->new_count != 1) { PyErr_SetString(PyExc_ValueError, "Cannot handle repeated arrays in format string"); return NULL; } if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL; ndim = ctx->head->field->type->ndim; while (*ts && *ts != ')') { switch (*ts) { case ' ': case '\f': case '\r': case '\n': case '\t': case '\v': continue; default: break; } number = __Pyx_BufFmt_ExpectNumber(&ts); if (number == -1) return NULL; if (i < ndim && (size_t) number != ctx->head->field->type->arraysize[i]) return PyErr_Format(PyExc_ValueError, "Expected a dimension of size %zu, got %d", ctx->head->field->type->arraysize[i], number); if (*ts != ',' && *ts != ')') return PyErr_Format(PyExc_ValueError, "Expected a comma in format string, got '%c'", *ts); if (*ts == ',') ts++; i++; } if (i != ndim) return PyErr_Format(PyExc_ValueError, "Expected %d dimension(s), got %d", ctx->head->field->type->ndim, i); if (!*ts) { PyErr_SetString(PyExc_ValueError, "Unexpected end of format string, expected ')'"); return NULL; } ctx->is_valid_array = 1; ctx->new_count = 1; *tsp = ++ts; return Py_None; } static const char* __Pyx_BufFmt_CheckString(__Pyx_BufFmt_Context* ctx, const char* ts) { int got_Z = 0; while (1) { switch(*ts) { case 0: if (ctx->enc_type != 0 && ctx->head == NULL) { __Pyx_BufFmt_RaiseExpected(ctx); return NULL; } if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL; if (ctx->head != NULL) { __Pyx_BufFmt_RaiseExpected(ctx); return NULL; } return ts; case ' ': case '\r': case '\n': ++ts; break; case '<': if (!__Pyx_Is_Little_Endian()) { PyErr_SetString(PyExc_ValueError, "Little-endian buffer not supported on big-endian compiler"); return NULL; } ctx->new_packmode = '='; ++ts; break; case '>': case '!': if (__Pyx_Is_Little_Endian()) { PyErr_SetString(PyExc_ValueError, "Big-endian buffer not supported on little-endian compiler"); return NULL; } ctx->new_packmode = '='; ++ts; break; case '=': case '@': case '^': ctx->new_packmode = *ts++; break; case 'T': { const char* ts_after_sub; size_t i, struct_count = ctx->new_count; size_t struct_alignment = ctx->struct_alignment; ctx->new_count = 1; ++ts; if (*ts != '{') { PyErr_SetString(PyExc_ValueError, "Buffer acquisition: Expected '{' after 'T'"); return NULL; } if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL; ctx->enc_type = 0; ctx->enc_count = 0; ctx->struct_alignment = 0; ++ts; ts_after_sub = ts; for (i = 0; i != struct_count; ++i) { ts_after_sub = __Pyx_BufFmt_CheckString(ctx, ts); if (!ts_after_sub) return NULL; } ts = ts_after_sub; if (struct_alignment) ctx->struct_alignment = struct_alignment; } break; case '}': { size_t alignment = ctx->struct_alignment; ++ts; if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL; ctx->enc_type = 0; if (alignment && ctx->fmt_offset % alignment) { ctx->fmt_offset += alignment - (ctx->fmt_offset % alignment); } } return ts; case 'x': if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL; ctx->fmt_offset += ctx->new_count; ctx->new_count = 1; ctx->enc_count = 0; ctx->enc_type = 0; ctx->enc_packmode = ctx->new_packmode; ++ts; break; case 'Z': got_Z = 1; ++ts; if (*ts != 'f' && *ts != 'd' && *ts != 'g') { __Pyx_BufFmt_RaiseUnexpectedChar('Z'); return NULL; } CYTHON_FALLTHROUGH; case '?': case 'c': case 'b': case 'B': case 'h': case 'H': case 'i': case 'I': case 'l': case 'L': case 'q': case 'Q': case 'f': case 'd': case 'g': case 'O': case 'p': if ((ctx->enc_type == *ts) && (got_Z == ctx->is_complex) && (ctx->enc_packmode == ctx->new_packmode) && (!ctx->is_valid_array)) { ctx->enc_count += ctx->new_count; ctx->new_count = 1; got_Z = 0; ++ts; break; } CYTHON_FALLTHROUGH; case 's': if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL; ctx->enc_count = ctx->new_count; ctx->enc_packmode = ctx->new_packmode; ctx->enc_type = *ts; ctx->is_complex = got_Z; ++ts; ctx->new_count = 1; got_Z = 0; break; case ':': ++ts; while(*ts != ':') ++ts; ++ts; break; case '(': if (!__pyx_buffmt_parse_array(ctx, &ts)) return NULL; break; default: { int number = __Pyx_BufFmt_ExpectNumber(&ts); if (number == -1) return NULL; ctx->new_count = (size_t)number; } } } } /* TypeInfoCompare */ static int __pyx_typeinfo_cmp(__Pyx_TypeInfo *a, __Pyx_TypeInfo *b) { int i; if (!a || !b) return 0; if (a == b) return 1; if (a->size != b->size || a->typegroup != b->typegroup || a->is_unsigned != b->is_unsigned || a->ndim != b->ndim) { if (a->typegroup == 'H' || b->typegroup == 'H') { return a->size == b->size; } else { return 0; } } if (a->ndim) { for (i = 0; i < a->ndim; i++) if (a->arraysize[i] != b->arraysize[i]) return 0; } if (a->typegroup == 'S') { if (a->flags != b->flags) return 0; if (a->fields || b->fields) { if (!(a->fields && b->fields)) return 0; for (i = 0; a->fields[i].type && b->fields[i].type; i++) { __Pyx_StructField *field_a = a->fields + i; __Pyx_StructField *field_b = b->fields + i; if (field_a->offset != field_b->offset || !__pyx_typeinfo_cmp(field_a->type, field_b->type)) return 0; } return !a->fields[i].type && !b->fields[i].type; } } return 1; } /* MemviewSliceValidateAndInit */ static int __pyx_check_strides(Py_buffer *buf, int dim, int ndim, int spec) { if (buf->shape[dim] <= 1) return 1; if (buf->strides) { if (spec & __Pyx_MEMVIEW_CONTIG) { if (spec & (__Pyx_MEMVIEW_PTR|__Pyx_MEMVIEW_FULL)) { if (unlikely(buf->strides[dim] != sizeof(void *))) { PyErr_Format(PyExc_ValueError, "Buffer is not indirectly contiguous " "in dimension %d.", dim); goto fail; } } else if (unlikely(buf->strides[dim] != buf->itemsize)) { PyErr_SetString(PyExc_ValueError, "Buffer and memoryview are not contiguous " "in the same dimension."); goto fail; } } if (spec & __Pyx_MEMVIEW_FOLLOW) { Py_ssize_t stride = buf->strides[dim]; if (stride < 0) stride = -stride; if (unlikely(stride < buf->itemsize)) { PyErr_SetString(PyExc_ValueError, "Buffer and memoryview are not contiguous " "in the same dimension."); goto fail; } } } else { if (unlikely(spec & __Pyx_MEMVIEW_CONTIG && dim != ndim - 1)) { PyErr_Format(PyExc_ValueError, "C-contiguous buffer is not contiguous in " "dimension %d", dim); goto fail; } else if (unlikely(spec & (__Pyx_MEMVIEW_PTR))) { PyErr_Format(PyExc_ValueError, "C-contiguous buffer is not indirect in " "dimension %d", dim); goto fail; } else if (unlikely(buf->suboffsets)) { PyErr_SetString(PyExc_ValueError, "Buffer exposes suboffsets but no strides"); goto fail; } } return 1; fail: return 0; } static int __pyx_check_suboffsets(Py_buffer *buf, int dim, CYTHON_UNUSED int ndim, int spec) { if (spec & __Pyx_MEMVIEW_DIRECT) { if (unlikely(buf->suboffsets && buf->suboffsets[dim] >= 0)) { PyErr_Format(PyExc_ValueError, "Buffer not compatible with direct access " "in dimension %d.", dim); goto fail; } } if (spec & __Pyx_MEMVIEW_PTR) { if (unlikely(!buf->suboffsets || (buf->suboffsets[dim] < 0))) { PyErr_Format(PyExc_ValueError, "Buffer is not indirectly accessible " "in dimension %d.", dim); goto fail; } } return 1; fail: return 0; } static int __pyx_verify_contig(Py_buffer *buf, int ndim, int c_or_f_flag) { int i; if (c_or_f_flag & __Pyx_IS_F_CONTIG) { Py_ssize_t stride = 1; for (i = 0; i < ndim; i++) { if (unlikely(stride * buf->itemsize != buf->strides[i] && buf->shape[i] > 1)) { PyErr_SetString(PyExc_ValueError, "Buffer not fortran contiguous."); goto fail; } stride = stride * buf->shape[i]; } } else if (c_or_f_flag & __Pyx_IS_C_CONTIG) { Py_ssize_t stride = 1; for (i = ndim - 1; i >- 1; i--) { if (unlikely(stride * buf->itemsize != buf->strides[i] && buf->shape[i] > 1)) { PyErr_SetString(PyExc_ValueError, "Buffer not C contiguous."); goto fail; } stride = stride * buf->shape[i]; } } return 1; fail: return 0; } static int __Pyx_ValidateAndInit_memviewslice( int *axes_specs, int c_or_f_flag, int buf_flags, int ndim, __Pyx_TypeInfo *dtype, __Pyx_BufFmt_StackElem stack[], __Pyx_memviewslice *memviewslice, PyObject *original_obj) { struct __pyx_memoryview_obj *memview, *new_memview; __Pyx_RefNannyDeclarations Py_buffer *buf; int i, spec = 0, retval = -1; __Pyx_BufFmt_Context ctx; int from_memoryview = __pyx_memoryview_check(original_obj); __Pyx_RefNannySetupContext("ValidateAndInit_memviewslice", 0); if (from_memoryview && __pyx_typeinfo_cmp(dtype, ((struct __pyx_memoryview_obj *) original_obj)->typeinfo)) { memview = (struct __pyx_memoryview_obj *) original_obj; new_memview = NULL; } else { memview = (struct __pyx_memoryview_obj *) __pyx_memoryview_new( original_obj, buf_flags, 0, dtype); new_memview = memview; if (unlikely(!memview)) goto fail; } buf = &memview->view; if (unlikely(buf->ndim != ndim)) { PyErr_Format(PyExc_ValueError, "Buffer has wrong number of dimensions (expected %d, got %d)", ndim, buf->ndim); goto fail; } if (new_memview) { __Pyx_BufFmt_Init(&ctx, stack, dtype); if (unlikely(!__Pyx_BufFmt_CheckString(&ctx, buf->format))) goto fail; } if (unlikely((unsigned) buf->itemsize != dtype->size)) { PyErr_Format(PyExc_ValueError, "Item size of buffer (%" CYTHON_FORMAT_SSIZE_T "u byte%s) " "does not match size of '%s' (%" CYTHON_FORMAT_SSIZE_T "u byte%s)", buf->itemsize, (buf->itemsize > 1) ? "s" : "", dtype->name, dtype->size, (dtype->size > 1) ? "s" : ""); goto fail; } if (buf->len > 0) { for (i = 0; i < ndim; i++) { spec = axes_specs[i]; if (unlikely(!__pyx_check_strides(buf, i, ndim, spec))) goto fail; if (unlikely(!__pyx_check_suboffsets(buf, i, ndim, spec))) goto fail; } if (unlikely(buf->strides && !__pyx_verify_contig(buf, ndim, c_or_f_flag))) goto fail; } if (unlikely(__Pyx_init_memviewslice(memview, ndim, memviewslice, new_memview != NULL) == -1)) { goto fail; } retval = 0; goto no_fail; fail: Py_XDECREF(new_memview); retval = -1; no_fail: __Pyx_RefNannyFinishContext(); return retval; } /* ObjectToMemviewSlice */ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_d_dc_double(PyObject *obj, int writable_flag) { __Pyx_memviewslice result = { 0, 0, { 0 }, { 0 }, { 0 } }; __Pyx_BufFmt_StackElem stack[1]; int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_FOLLOW), (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_CONTIG) }; int retcode; if (obj == Py_None) { result.memview = (struct __pyx_memoryview_obj *) Py_None; return result; } retcode = __Pyx_ValidateAndInit_memviewslice(axes_specs, __Pyx_IS_C_CONTIG, (PyBUF_C_CONTIGUOUS | PyBUF_FORMAT) | writable_flag, 2, &__Pyx_TypeInfo_double, stack, &result, obj); if (unlikely(retcode == -1)) goto __pyx_fail; return result; __pyx_fail: result.memview = NULL; result.data = NULL; return result; } /* ObjectToMemviewSlice */ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_dc_double(PyObject *obj, int writable_flag) { __Pyx_memviewslice result = { 0, 0, { 0 }, { 0 }, { 0 } }; __Pyx_BufFmt_StackElem stack[1]; int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_CONTIG) }; int retcode; if (obj == Py_None) { result.memview = (struct __pyx_memoryview_obj *) Py_None; return result; } retcode = __Pyx_ValidateAndInit_memviewslice(axes_specs, __Pyx_IS_C_CONTIG, (PyBUF_C_CONTIGUOUS | PyBUF_FORMAT) | writable_flag, 1, &__Pyx_TypeInfo_double, stack, &result, obj); if (unlikely(retcode == -1)) goto __pyx_fail; return result; __pyx_fail: result.memview = NULL; result.data = NULL; return result; } /* ObjectToMemviewSlice */ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_dc_int(PyObject *obj, int writable_flag) { __Pyx_memviewslice result = { 0, 0, { 0 }, { 0 }, { 0 } }; __Pyx_BufFmt_StackElem stack[1]; int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_CONTIG) }; int retcode; if (obj == Py_None) { result.memview = (struct __pyx_memoryview_obj *) Py_None; return result; } retcode = __Pyx_ValidateAndInit_memviewslice(axes_specs, __Pyx_IS_C_CONTIG, (PyBUF_C_CONTIGUOUS | PyBUF_FORMAT) | writable_flag, 1, &__Pyx_TypeInfo_int, stack, &result, obj); if (unlikely(retcode == -1)) goto __pyx_fail; return result; __pyx_fail: result.memview = NULL; result.data = NULL; return result; } /* CIntFromPyVerify */ #define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value)\ __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 0) #define __PYX_VERIFY_RETURN_INT_EXC(target_type, func_type, func_value)\ __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 1) #define __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, exc)\ {\ func_type value = func_value;\ if (sizeof(target_type) < sizeof(func_type)) {\ if (unlikely(value != (func_type) (target_type) value)) {\ func_type zero = 0;\ if (exc && unlikely(value == (func_type)-1 && PyErr_Occurred()))\ return (target_type) -1;\ if (is_unsigned && unlikely(value < zero))\ goto raise_neg_overflow;\ else\ goto raise_overflow;\ }\ }\ return (target_type) value;\ } /* MemviewSliceCopyTemplate */ static __Pyx_memviewslice __pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, const char *mode, int ndim, size_t sizeof_dtype, int contig_flag, int dtype_is_object) { __Pyx_RefNannyDeclarations int i; __Pyx_memviewslice new_mvs = { 0, 0, { 0 }, { 0 }, { 0 } }; struct __pyx_memoryview_obj *from_memview = from_mvs->memview; Py_buffer *buf = &from_memview->view; PyObject *shape_tuple = NULL; PyObject *temp_int = NULL; struct __pyx_array_obj *array_obj = NULL; struct __pyx_memoryview_obj *memview_obj = NULL; __Pyx_RefNannySetupContext("__pyx_memoryview_copy_new_contig", 0); for (i = 0; i < ndim; i++) { if (unlikely(from_mvs->suboffsets[i] >= 0)) { PyErr_Format(PyExc_ValueError, "Cannot copy memoryview slice with " "indirect dimensions (axis %d)", i); goto fail; } } shape_tuple = PyTuple_New(ndim); if (unlikely(!shape_tuple)) { goto fail; } __Pyx_GOTREF(shape_tuple); for(i = 0; i < ndim; i++) { temp_int = PyInt_FromSsize_t(from_mvs->shape[i]); if(unlikely(!temp_int)) { goto fail; } else { PyTuple_SET_ITEM(shape_tuple, i, temp_int); temp_int = NULL; } } array_obj = __pyx_array_new(shape_tuple, sizeof_dtype, buf->format, (char *) mode, NULL); if (unlikely(!array_obj)) { goto fail; } __Pyx_GOTREF(array_obj); memview_obj = (struct __pyx_memoryview_obj *) __pyx_memoryview_new( (PyObject *) array_obj, contig_flag, dtype_is_object, from_mvs->memview->typeinfo); if (unlikely(!memview_obj)) goto fail; if (unlikely(__Pyx_init_memviewslice(memview_obj, ndim, &new_mvs, 1) < 0)) goto fail; if (unlikely(__pyx_memoryview_copy_contents(*from_mvs, new_mvs, ndim, ndim, dtype_is_object) < 0)) goto fail; goto no_fail; fail: __Pyx_XDECREF(new_mvs.memview); new_mvs.memview = NULL; new_mvs.data = NULL; no_fail: __Pyx_XDECREF(shape_tuple); __Pyx_XDECREF(temp_int); __Pyx_XDECREF(array_obj); __Pyx_RefNannyFinishContext(); return new_mvs; } /* CIntFromPy */ static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) { #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic push #pragma GCC diagnostic ignored "-Wconversion" #endif const int neg_one = (int) -1, const_zero = (int) 0; #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic pop #endif const int is_unsigned = neg_one > const_zero; #if PY_MAJOR_VERSION < 3 if (likely(PyInt_Check(x))) { if (sizeof(int) < sizeof(long)) { __PYX_VERIFY_RETURN_INT(int, long, PyInt_AS_LONG(x)) } else { long val = PyInt_AS_LONG(x); if (is_unsigned && unlikely(val < 0)) { goto raise_neg_overflow; } return (int) val; } } else #endif if (likely(PyLong_Check(x))) { if (is_unsigned) { #if CYTHON_USE_PYLONG_INTERNALS const digit* digits = ((PyLongObject*)x)->ob_digit; switch (Py_SIZE(x)) { case 0: return (int) 0; case 1: __PYX_VERIFY_RETURN_INT(int, digit, digits[0]) case 2: if (8 * sizeof(int) > 1 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(int) >= 2 * PyLong_SHIFT) { return (int) (((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])); } } break; case 3: if (8 * sizeof(int) > 2 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(int) >= 3 * PyLong_SHIFT) { return (int) (((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])); } } break; case 4: if (8 * sizeof(int) > 3 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(int) >= 4 * PyLong_SHIFT) { return (int) (((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])); } } break; } #endif #if CYTHON_COMPILING_IN_CPYTHON if (unlikely(Py_SIZE(x) < 0)) { goto raise_neg_overflow; } #else { int result = PyObject_RichCompareBool(x, Py_False, Py_LT); if (unlikely(result < 0)) return (int) -1; if (unlikely(result == 1)) goto raise_neg_overflow; } #endif if (sizeof(int) <= sizeof(unsigned long)) { __PYX_VERIFY_RETURN_INT_EXC(int, unsigned long, PyLong_AsUnsignedLong(x)) #ifdef HAVE_LONG_LONG } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) { __PYX_VERIFY_RETURN_INT_EXC(int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) #endif } } else { #if CYTHON_USE_PYLONG_INTERNALS const digit* digits = ((PyLongObject*)x)->ob_digit; switch (Py_SIZE(x)) { case 0: return (int) 0; case -1: __PYX_VERIFY_RETURN_INT(int, sdigit, (sdigit) (-(sdigit)digits[0])) case 1: __PYX_VERIFY_RETURN_INT(int, digit, +digits[0]) case -2: if (8 * sizeof(int) - 1 > 1 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) { return (int) (((int)-1)*(((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); } } break; case 2: if (8 * sizeof(int) > 1 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) { return (int) ((((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); } } break; case -3: if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) { return (int) (((int)-1)*(((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); } } break; case 3: if (8 * sizeof(int) > 2 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) { return (int) ((((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); } } break; case -4: if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) { return (int) (((int)-1)*(((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); } } break; case 4: if (8 * sizeof(int) > 3 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) { return (int) ((((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); } } break; } #endif if (sizeof(int) <= sizeof(long)) { __PYX_VERIFY_RETURN_INT_EXC(int, long, PyLong_AsLong(x)) #ifdef HAVE_LONG_LONG } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) { __PYX_VERIFY_RETURN_INT_EXC(int, PY_LONG_LONG, PyLong_AsLongLong(x)) #endif } } { #if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray) PyErr_SetString(PyExc_RuntimeError, "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers"); #else int val; PyObject *v = __Pyx_PyNumber_IntOrLong(x); #if PY_MAJOR_VERSION < 3 if (likely(v) && !PyLong_Check(v)) { PyObject *tmp = v; v = PyNumber_Long(tmp); Py_DECREF(tmp); } #endif if (likely(v)) { int one = 1; int is_little = (int)*(unsigned char *)&one; unsigned char *bytes = (unsigned char *)&val; int ret = _PyLong_AsByteArray((PyLongObject *)v, bytes, sizeof(val), is_little, !is_unsigned); Py_DECREF(v); if (likely(!ret)) return val; } #endif return (int) -1; } } else { int val; PyObject *tmp = __Pyx_PyNumber_IntOrLong(x); if (!tmp) return (int) -1; val = __Pyx_PyInt_As_int(tmp); Py_DECREF(tmp); return val; } raise_overflow: PyErr_SetString(PyExc_OverflowError, "value too large to convert to int"); return (int) -1; raise_neg_overflow: PyErr_SetString(PyExc_OverflowError, "can't convert negative value to int"); return (int) -1; } /* CIntToPy */ static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) { #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic push #pragma GCC diagnostic ignored "-Wconversion" #endif const int neg_one = (int) -1, const_zero = (int) 0; #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic pop #endif const int is_unsigned = neg_one > const_zero; if (is_unsigned) { if (sizeof(int) < sizeof(long)) { return PyInt_FromLong((long) value); } else if (sizeof(int) <= sizeof(unsigned long)) { return PyLong_FromUnsignedLong((unsigned long) value); #ifdef HAVE_LONG_LONG } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) { return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); #endif } } else { if (sizeof(int) <= sizeof(long)) { return PyInt_FromLong((long) value); #ifdef HAVE_LONG_LONG } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) { return PyLong_FromLongLong((PY_LONG_LONG) value); #endif } } { int one = 1; int little = (int)*(unsigned char *)&one; unsigned char *bytes = (unsigned char *)&value; return _PyLong_FromByteArray(bytes, sizeof(int), little, !is_unsigned); } } /* CIntFromPy */ static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) { #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic push #pragma GCC diagnostic ignored "-Wconversion" #endif const long neg_one = (long) -1, const_zero = (long) 0; #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic pop #endif const int is_unsigned = neg_one > const_zero; #if PY_MAJOR_VERSION < 3 if (likely(PyInt_Check(x))) { if (sizeof(long) < sizeof(long)) { __PYX_VERIFY_RETURN_INT(long, long, PyInt_AS_LONG(x)) } else { long val = PyInt_AS_LONG(x); if (is_unsigned && unlikely(val < 0)) { goto raise_neg_overflow; } return (long) val; } } else #endif if (likely(PyLong_Check(x))) { if (is_unsigned) { #if CYTHON_USE_PYLONG_INTERNALS const digit* digits = ((PyLongObject*)x)->ob_digit; switch (Py_SIZE(x)) { case 0: return (long) 0; case 1: __PYX_VERIFY_RETURN_INT(long, digit, digits[0]) case 2: if (8 * sizeof(long) > 1 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(long) >= 2 * PyLong_SHIFT) { return (long) (((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0])); } } break; case 3: if (8 * sizeof(long) > 2 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(long) >= 3 * PyLong_SHIFT) { return (long) (((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])); } } break; case 4: if (8 * sizeof(long) > 3 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(long) >= 4 * PyLong_SHIFT) { return (long) (((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])); } } break; } #endif #if CYTHON_COMPILING_IN_CPYTHON if (unlikely(Py_SIZE(x) < 0)) { goto raise_neg_overflow; } #else { int result = PyObject_RichCompareBool(x, Py_False, Py_LT); if (unlikely(result < 0)) return (long) -1; if (unlikely(result == 1)) goto raise_neg_overflow; } #endif if (sizeof(long) <= sizeof(unsigned long)) { __PYX_VERIFY_RETURN_INT_EXC(long, unsigned long, PyLong_AsUnsignedLong(x)) #ifdef HAVE_LONG_LONG } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) { __PYX_VERIFY_RETURN_INT_EXC(long, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) #endif } } else { #if CYTHON_USE_PYLONG_INTERNALS const digit* digits = ((PyLongObject*)x)->ob_digit; switch (Py_SIZE(x)) { case 0: return (long) 0; case -1: __PYX_VERIFY_RETURN_INT(long, sdigit, (sdigit) (-(sdigit)digits[0])) case 1: __PYX_VERIFY_RETURN_INT(long, digit, +digits[0]) case -2: if (8 * sizeof(long) - 1 > 1 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { return (long) (((long)-1)*(((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); } } break; case 2: if (8 * sizeof(long) > 1 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { return (long) ((((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); } } break; case -3: if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { return (long) (((long)-1)*(((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); } } break; case 3: if (8 * sizeof(long) > 2 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { return (long) ((((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); } } break; case -4: if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { return (long) (((long)-1)*(((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); } } break; case 4: if (8 * sizeof(long) > 3 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { return (long) ((((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); } } break; } #endif if (sizeof(long) <= sizeof(long)) { __PYX_VERIFY_RETURN_INT_EXC(long, long, PyLong_AsLong(x)) #ifdef HAVE_LONG_LONG } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) { __PYX_VERIFY_RETURN_INT_EXC(long, PY_LONG_LONG, PyLong_AsLongLong(x)) #endif } } { #if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray) PyErr_SetString(PyExc_RuntimeError, "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers"); #else long val; PyObject *v = __Pyx_PyNumber_IntOrLong(x); #if PY_MAJOR_VERSION < 3 if (likely(v) && !PyLong_Check(v)) { PyObject *tmp = v; v = PyNumber_Long(tmp); Py_DECREF(tmp); } #endif if (likely(v)) { int one = 1; int is_little = (int)*(unsigned char *)&one; unsigned char *bytes = (unsigned char *)&val; int ret = _PyLong_AsByteArray((PyLongObject *)v, bytes, sizeof(val), is_little, !is_unsigned); Py_DECREF(v); if (likely(!ret)) return val; } #endif return (long) -1; } } else { long val; PyObject *tmp = __Pyx_PyNumber_IntOrLong(x); if (!tmp) return (long) -1; val = __Pyx_PyInt_As_long(tmp); Py_DECREF(tmp); return val; } raise_overflow: PyErr_SetString(PyExc_OverflowError, "value too large to convert to long"); return (long) -1; raise_neg_overflow: PyErr_SetString(PyExc_OverflowError, "can't convert negative value to long"); return (long) -1; } /* CIntToPy */ static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) { #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic push #pragma GCC diagnostic ignored "-Wconversion" #endif const long neg_one = (long) -1, const_zero = (long) 0; #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic pop #endif const int is_unsigned = neg_one > const_zero; if (is_unsigned) { if (sizeof(long) < sizeof(long)) { return PyInt_FromLong((long) value); } else if (sizeof(long) <= sizeof(unsigned long)) { return PyLong_FromUnsignedLong((unsigned long) value); #ifdef HAVE_LONG_LONG } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) { return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); #endif } } else { if (sizeof(long) <= sizeof(long)) { return PyInt_FromLong((long) value); #ifdef HAVE_LONG_LONG } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) { return PyLong_FromLongLong((PY_LONG_LONG) value); #endif } } { int one = 1; int little = (int)*(unsigned char *)&one; unsigned char *bytes = (unsigned char *)&value; return _PyLong_FromByteArray(bytes, sizeof(long), little, !is_unsigned); } } /* CIntFromPy */ static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *x) { #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic push #pragma GCC diagnostic ignored "-Wconversion" #endif const char neg_one = (char) -1, const_zero = (char) 0; #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic pop #endif const int is_unsigned = neg_one > const_zero; #if PY_MAJOR_VERSION < 3 if (likely(PyInt_Check(x))) { if (sizeof(char) < sizeof(long)) { __PYX_VERIFY_RETURN_INT(char, long, PyInt_AS_LONG(x)) } else { long val = PyInt_AS_LONG(x); if (is_unsigned && unlikely(val < 0)) { goto raise_neg_overflow; } return (char) val; } } else #endif if (likely(PyLong_Check(x))) { if (is_unsigned) { #if CYTHON_USE_PYLONG_INTERNALS const digit* digits = ((PyLongObject*)x)->ob_digit; switch (Py_SIZE(x)) { case 0: return (char) 0; case 1: __PYX_VERIFY_RETURN_INT(char, digit, digits[0]) case 2: if (8 * sizeof(char) > 1 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(char) >= 2 * PyLong_SHIFT) { return (char) (((((char)digits[1]) << PyLong_SHIFT) | (char)digits[0])); } } break; case 3: if (8 * sizeof(char) > 2 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(char) >= 3 * PyLong_SHIFT) { return (char) (((((((char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0])); } } break; case 4: if (8 * sizeof(char) > 3 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(char) >= 4 * PyLong_SHIFT) { return (char) (((((((((char)digits[3]) << PyLong_SHIFT) | (char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0])); } } break; } #endif #if CYTHON_COMPILING_IN_CPYTHON if (unlikely(Py_SIZE(x) < 0)) { goto raise_neg_overflow; } #else { int result = PyObject_RichCompareBool(x, Py_False, Py_LT); if (unlikely(result < 0)) return (char) -1; if (unlikely(result == 1)) goto raise_neg_overflow; } #endif if (sizeof(char) <= sizeof(unsigned long)) { __PYX_VERIFY_RETURN_INT_EXC(char, unsigned long, PyLong_AsUnsignedLong(x)) #ifdef HAVE_LONG_LONG } else if (sizeof(char) <= sizeof(unsigned PY_LONG_LONG)) { __PYX_VERIFY_RETURN_INT_EXC(char, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) #endif } } else { #if CYTHON_USE_PYLONG_INTERNALS const digit* digits = ((PyLongObject*)x)->ob_digit; switch (Py_SIZE(x)) { case 0: return (char) 0; case -1: __PYX_VERIFY_RETURN_INT(char, sdigit, (sdigit) (-(sdigit)digits[0])) case 1: __PYX_VERIFY_RETURN_INT(char, digit, +digits[0]) case -2: if (8 * sizeof(char) - 1 > 1 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(char, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(char) - 1 > 2 * PyLong_SHIFT) { return (char) (((char)-1)*(((((char)digits[1]) << PyLong_SHIFT) | (char)digits[0]))); } } break; case 2: if (8 * sizeof(char) > 1 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(char) - 1 > 2 * PyLong_SHIFT) { return (char) ((((((char)digits[1]) << PyLong_SHIFT) | (char)digits[0]))); } } break; case -3: if (8 * sizeof(char) - 1 > 2 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(char, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(char) - 1 > 3 * PyLong_SHIFT) { return (char) (((char)-1)*(((((((char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0]))); } } break; case 3: if (8 * sizeof(char) > 2 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(char) - 1 > 3 * PyLong_SHIFT) { return (char) ((((((((char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0]))); } } break; case -4: if (8 * sizeof(char) - 1 > 3 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(char, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(char) - 1 > 4 * PyLong_SHIFT) { return (char) (((char)-1)*(((((((((char)digits[3]) << PyLong_SHIFT) | (char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0]))); } } break; case 4: if (8 * sizeof(char) > 3 * PyLong_SHIFT) { if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if (8 * sizeof(char) - 1 > 4 * PyLong_SHIFT) { return (char) ((((((((((char)digits[3]) << PyLong_SHIFT) | (char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0]))); } } break; } #endif if (sizeof(char) <= sizeof(long)) { __PYX_VERIFY_RETURN_INT_EXC(char, long, PyLong_AsLong(x)) #ifdef HAVE_LONG_LONG } else if (sizeof(char) <= sizeof(PY_LONG_LONG)) { __PYX_VERIFY_RETURN_INT_EXC(char, PY_LONG_LONG, PyLong_AsLongLong(x)) #endif } } { #if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray) PyErr_SetString(PyExc_RuntimeError, "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers"); #else char val; PyObject *v = __Pyx_PyNumber_IntOrLong(x); #if PY_MAJOR_VERSION < 3 if (likely(v) && !PyLong_Check(v)) { PyObject *tmp = v; v = PyNumber_Long(tmp); Py_DECREF(tmp); } #endif if (likely(v)) { int one = 1; int is_little = (int)*(unsigned char *)&one; unsigned char *bytes = (unsigned char *)&val; int ret = _PyLong_AsByteArray((PyLongObject *)v, bytes, sizeof(val), is_little, !is_unsigned); Py_DECREF(v); if (likely(!ret)) return val; } #endif return (char) -1; } } else { char val; PyObject *tmp = __Pyx_PyNumber_IntOrLong(x); if (!tmp) return (char) -1; val = __Pyx_PyInt_As_char(tmp); Py_DECREF(tmp); return val; } raise_overflow: PyErr_SetString(PyExc_OverflowError, "value too large to convert to char"); return (char) -1; raise_neg_overflow: PyErr_SetString(PyExc_OverflowError, "can't convert negative value to char"); return (char) -1; } /* CheckBinaryVersion */ static int __Pyx_check_binary_version(void) { char ctversion[4], rtversion[4]; PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION); PyOS_snprintf(rtversion, 4, "%s", Py_GetVersion()); if (ctversion[0] != rtversion[0] || ctversion[2] != rtversion[2]) { char message[200]; PyOS_snprintf(message, sizeof(message), "compiletime version %s of module '%.100s' " "does not match runtime version %s", ctversion, __Pyx_MODULE_NAME, rtversion); return PyErr_WarnEx(NULL, message, 1); } return 0; } /* InitStrings */ static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) { while (t->p) { #if PY_MAJOR_VERSION < 3 if (t->is_unicode) { *t->p = PyUnicode_DecodeUTF8(t->s, t->n - 1, NULL); } else if (t->intern) { *t->p = PyString_InternFromString(t->s); } else { *t->p = PyString_FromStringAndSize(t->s, t->n - 1); } #else if (t->is_unicode | t->is_str) { if (t->intern) { *t->p = PyUnicode_InternFromString(t->s); } else if (t->encoding) { *t->p = PyUnicode_Decode(t->s, t->n - 1, t->encoding, NULL); } else { *t->p = PyUnicode_FromStringAndSize(t->s, t->n - 1); } } else { *t->p = PyBytes_FromStringAndSize(t->s, t->n - 1); } #endif if (!*t->p) return -1; if (PyObject_Hash(*t->p) == -1) return -1; ++t; } return 0; } static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char* c_str) { return __Pyx_PyUnicode_FromStringAndSize(c_str, (Py_ssize_t)strlen(c_str)); } static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject* o) { Py_ssize_t ignore; return __Pyx_PyObject_AsStringAndSize(o, &ignore); } #if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT #if !CYTHON_PEP393_ENABLED static const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) { char* defenc_c; PyObject* defenc = _PyUnicode_AsDefaultEncodedString(o, NULL); if (!defenc) return NULL; defenc_c = PyBytes_AS_STRING(defenc); #if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII { char* end = defenc_c + PyBytes_GET_SIZE(defenc); char* c; for (c = defenc_c; c < end; c++) { if ((unsigned char) (*c) >= 128) { PyUnicode_AsASCIIString(o); return NULL; } } } #endif *length = PyBytes_GET_SIZE(defenc); return defenc_c; } #else static CYTHON_INLINE const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) { if (unlikely(__Pyx_PyUnicode_READY(o) == -1)) return NULL; #if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII if (likely(PyUnicode_IS_ASCII(o))) { *length = PyUnicode_GET_LENGTH(o); return PyUnicode_AsUTF8(o); } else { PyUnicode_AsASCIIString(o); return NULL; } #else return PyUnicode_AsUTF8AndSize(o, length); #endif } #endif #endif static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) { #if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT if ( #if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII __Pyx_sys_getdefaultencoding_not_ascii && #endif PyUnicode_Check(o)) { return __Pyx_PyUnicode_AsStringAndSize(o, length); } else #endif #if (!CYTHON_COMPILING_IN_PYPY) || (defined(PyByteArray_AS_STRING) && defined(PyByteArray_GET_SIZE)) if (PyByteArray_Check(o)) { *length = PyByteArray_GET_SIZE(o); return PyByteArray_AS_STRING(o); } else #endif { char* result; int r = PyBytes_AsStringAndSize(o, &result, length); if (unlikely(r < 0)) { return NULL; } else { return result; } } } static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) { int is_true = x == Py_True; if (is_true | (x == Py_False) | (x == Py_None)) return is_true; else return PyObject_IsTrue(x); } static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject* x) { int retval; if (unlikely(!x)) return -1; retval = __Pyx_PyObject_IsTrue(x); Py_DECREF(x); return retval; } static PyObject* __Pyx_PyNumber_IntOrLongWrongResultType(PyObject* result, const char* type_name) { #if PY_MAJOR_VERSION >= 3 if (PyLong_Check(result)) { if (PyErr_WarnFormat(PyExc_DeprecationWarning, 1, "__int__ returned non-int (type %.200s). " "The ability to return an instance of a strict subclass of int " "is deprecated, and may be removed in a future version of Python.", Py_TYPE(result)->tp_name)) { Py_DECREF(result); return NULL; } return result; } #endif PyErr_Format(PyExc_TypeError, "__%.4s__ returned non-%.4s (type %.200s)", type_name, type_name, Py_TYPE(result)->tp_name); Py_DECREF(result); return NULL; } static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x) { #if CYTHON_USE_TYPE_SLOTS PyNumberMethods *m; #endif const char *name = NULL; PyObject *res = NULL; #if PY_MAJOR_VERSION < 3 if (likely(PyInt_Check(x) || PyLong_Check(x))) #else if (likely(PyLong_Check(x))) #endif return __Pyx_NewRef(x); #if CYTHON_USE_TYPE_SLOTS m = Py_TYPE(x)->tp_as_number; #if PY_MAJOR_VERSION < 3 if (m && m->nb_int) { name = "int"; res = m->nb_int(x); } else if (m && m->nb_long) { name = "long"; res = m->nb_long(x); } #else if (likely(m && m->nb_int)) { name = "int"; res = m->nb_int(x); } #endif #else if (!PyBytes_CheckExact(x) && !PyUnicode_CheckExact(x)) { res = PyNumber_Int(x); } #endif if (likely(res)) { #if PY_MAJOR_VERSION < 3 if (unlikely(!PyInt_Check(res) && !PyLong_Check(res))) { #else if (unlikely(!PyLong_CheckExact(res))) { #endif return __Pyx_PyNumber_IntOrLongWrongResultType(res, name); } } else if (!PyErr_Occurred()) { PyErr_SetString(PyExc_TypeError, "an integer is required"); } return res; } static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) { Py_ssize_t ival; PyObject *x; #if PY_MAJOR_VERSION < 3 if (likely(PyInt_CheckExact(b))) { if (sizeof(Py_ssize_t) >= sizeof(long)) return PyInt_AS_LONG(b); else return PyInt_AsSsize_t(b); } #endif if (likely(PyLong_CheckExact(b))) { #if CYTHON_USE_PYLONG_INTERNALS const digit* digits = ((PyLongObject*)b)->ob_digit; const Py_ssize_t size = Py_SIZE(b); if (likely(__Pyx_sst_abs(size) <= 1)) { ival = likely(size) ? digits[0] : 0; if (size == -1) ival = -ival; return ival; } else { switch (size) { case 2: if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) { return (Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); } break; case -2: if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) { return -(Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); } break; case 3: if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) { return (Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); } break; case -3: if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) { return -(Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); } break; case 4: if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) { return (Py_ssize_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); } break; case -4: if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) { return -(Py_ssize_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); } break; } } #endif return PyLong_AsSsize_t(b); } x = PyNumber_Index(b); if (!x) return -1; ival = PyInt_AsSsize_t(x); Py_DECREF(x); return ival; } static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b) { return b ? __Pyx_NewRef(Py_True) : __Pyx_NewRef(Py_False); } static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) { return PyInt_FromSize_t(ival); } #endif /* Py_PYTHON_H */
convolution_sgemm_pack1to4_fp16s.h
// Tencent is pleased to support the open source community by making ncnn available. // // Copyright (C) 2021 THL A29 Limited, a Tencent company. All rights reserved. // // Licensed under the BSD 3-Clause License (the "License"); you may not use this file except // in compliance with the License. You may obtain a copy of the License at // // https://opensource.org/licenses/BSD-3-Clause // // Unless required by applicable law or agreed to in writing, software distributed // under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR // CONDITIONS OF ANY KIND, either express or implied. See the License for the // specific language governing permissions and limitations under the License. static void im2col_sgemm_pack1to4_fp16sa_neon(const Mat& bottom_im2col, Mat& top_blob, const Mat& kernel, const Mat& _bias, const Option& opt) { // Mat bottom_im2col(size, maxk, inch, 2u, 1, opt.workspace_allocator); const int size = bottom_im2col.w; const int maxk = bottom_im2col.h; const int inch = bottom_im2col.c; const int outch = top_blob.c; const __fp16* bias = _bias; // permute Mat tmp; if (size >= 8) tmp.create(8 * maxk, inch, size / 8 + (size % 8) / 4 + size % 4, 2u, 1, opt.workspace_allocator); else if (size >= 4) tmp.create(4 * maxk, inch, size / 4 + size % 4, 2u, 1, opt.workspace_allocator); else tmp.create(maxk, inch, size, 2u, 1, opt.workspace_allocator); { int nn_size = size >> 3; int remain_size_start = 0; #pragma omp parallel for num_threads(opt.num_threads) for (int ii = 0; ii < nn_size; ii++) { int i = remain_size_start + ii * 8; __fp16* tmpptr = tmp.channel(i / 8); for (int q = 0; q < inch; q++) { const __fp16* img0 = (const __fp16*)bottom_im2col.channel(q) + i; for (int k = 0; k < maxk; k++) { vst1q_f16(tmpptr, vld1q_f16(img0)); img0 += size; tmpptr += 8; } } } remain_size_start += nn_size << 3; nn_size = (size - remain_size_start) >> 2; #pragma omp parallel for num_threads(opt.num_threads) for (int ii = 0; ii < nn_size; ii++) { int i = remain_size_start + ii * 4; __fp16* tmpptr = tmp.channel(i / 8 + (i % 8) / 4); for (int q = 0; q < inch; q++) { const __fp16* img0 = (const __fp16*)bottom_im2col.channel(q) + i; for (int k = 0; k < maxk; k++) { vst1_f16(tmpptr, vld1_f16(img0)); img0 += size; tmpptr += 4; } } } remain_size_start += nn_size << 2; #pragma omp parallel for num_threads(opt.num_threads) for (int i = remain_size_start; i < size; i++) { __fp16* tmpptr = tmp.channel(i / 8 + (i % 8) / 4 + i % 4); for (int q = 0; q < inch; q++) { const __fp16* img0 = (const __fp16*)bottom_im2col.channel(q) + i; for (int k = 0; k < maxk; k++) { tmpptr[0] = img0[0]; img0 += size; tmpptr += 1; } } } } int remain_outch_start = 0; int nn_outch = outch >> 1; remain_outch_start = nn_outch << 1; #pragma omp parallel for num_threads(opt.num_threads) for (int pp = 0; pp < nn_outch; pp++) { int p = pp * 2; __fp16* outptr0 = top_blob.channel(p); __fp16* outptr1 = top_blob.channel(p + 1); const __fp16 zeros[8] = {0.f, 0.f, 0.f, 0.f, 0.f, 0.f, 0.f, 0.f}; const __fp16* biasptr = bias ? bias + p * 4 : zeros; int i = 0; for (; i + 7 < size; i += 8) { const __fp16* tmpptr = tmp.channel(i / 8); const __fp16* kptr0 = kernel.channel(p / 2); int nn = inch * maxk; // inch always > 0 float16x8_t _sum010 = vld1q_f16(biasptr); float16x8_t _sum011 = vld1q_f16(biasptr); float16x8_t _sum012 = vld1q_f16(biasptr); float16x8_t _sum013 = vld1q_f16(biasptr); float16x8_t _sum014 = vld1q_f16(biasptr); float16x8_t _sum015 = vld1q_f16(biasptr); float16x8_t _sum016 = vld1q_f16(biasptr); float16x8_t _sum017 = vld1q_f16(biasptr); for (int j = 0; j < nn; j++) { float16x8_t _val = vld1q_f16(tmpptr); float16x8_t _w01 = vld1q_f16(kptr0); _sum010 = vfmaq_laneq_f16(_sum010, _w01, _val, 0); _sum011 = vfmaq_laneq_f16(_sum011, _w01, _val, 1); _sum012 = vfmaq_laneq_f16(_sum012, _w01, _val, 2); _sum013 = vfmaq_laneq_f16(_sum013, _w01, _val, 3); _sum014 = vfmaq_laneq_f16(_sum014, _w01, _val, 4); _sum015 = vfmaq_laneq_f16(_sum015, _w01, _val, 5); _sum016 = vfmaq_laneq_f16(_sum016, _w01, _val, 6); _sum017 = vfmaq_laneq_f16(_sum017, _w01, _val, 7); tmpptr += 8; kptr0 += 8; } // TODO optimize with transpose vst1_f16(outptr0, vget_low_f16(_sum010)); vst1_f16(outptr0 + 4, vget_low_f16(_sum011)); vst1_f16(outptr0 + 8, vget_low_f16(_sum012)); vst1_f16(outptr0 + 12, vget_low_f16(_sum013)); vst1_f16(outptr0 + 16, vget_low_f16(_sum014)); vst1_f16(outptr0 + 20, vget_low_f16(_sum015)); vst1_f16(outptr0 + 24, vget_low_f16(_sum016)); vst1_f16(outptr0 + 28, vget_low_f16(_sum017)); vst1_f16(outptr1, vget_high_f16(_sum010)); vst1_f16(outptr1 + 4, vget_high_f16(_sum011)); vst1_f16(outptr1 + 8, vget_high_f16(_sum012)); vst1_f16(outptr1 + 12, vget_high_f16(_sum013)); vst1_f16(outptr1 + 16, vget_high_f16(_sum014)); vst1_f16(outptr1 + 20, vget_high_f16(_sum015)); vst1_f16(outptr1 + 24, vget_high_f16(_sum016)); vst1_f16(outptr1 + 28, vget_high_f16(_sum017)); outptr0 += 32; outptr1 += 32; } for (; i + 3 < size; i += 4) { const __fp16* tmpptr = tmp.channel(i / 8 + (i % 8) / 4); const __fp16* kptr0 = kernel.channel(p / 2); int nn = inch * maxk; // inch always > 0 float16x8_t _sum010 = vld1q_f16(biasptr); float16x8_t _sum011 = vld1q_f16(biasptr); float16x8_t _sum012 = vld1q_f16(biasptr); float16x8_t _sum013 = vld1q_f16(biasptr); for (int j = 0; j < nn; j++) { float16x4_t _val = vld1_f16(tmpptr); float16x8_t _w01 = vld1q_f16(kptr0); _sum010 = vfmaq_lane_f16(_sum010, _w01, _val, 0); _sum011 = vfmaq_lane_f16(_sum011, _w01, _val, 1); _sum012 = vfmaq_lane_f16(_sum012, _w01, _val, 2); _sum013 = vfmaq_lane_f16(_sum013, _w01, _val, 3); tmpptr += 4; kptr0 += 8; } // TODO optimize with transpose vst1_f16(outptr0, vget_low_f16(_sum010)); vst1_f16(outptr0 + 4, vget_low_f16(_sum011)); vst1_f16(outptr0 + 8, vget_low_f16(_sum012)); vst1_f16(outptr0 + 12, vget_low_f16(_sum013)); vst1_f16(outptr1, vget_high_f16(_sum010)); vst1_f16(outptr1 + 4, vget_high_f16(_sum011)); vst1_f16(outptr1 + 8, vget_high_f16(_sum012)); vst1_f16(outptr1 + 12, vget_high_f16(_sum013)); outptr0 += 16; outptr1 += 16; } for (; i < size; i++) { const __fp16* tmpptr = tmp.channel(i / 8 + (i % 8) / 4 + i % 4); const __fp16* kptr0 = kernel.channel(p / 2); int nn = inch * maxk; // inch always > 0 float16x8_t _sum01 = vld1q_f16(biasptr); for (int j = 0; j < nn; j++) { float16x8_t _val = vdupq_n_f16(tmpptr[0]); float16x8_t _w01 = vld1q_f16(kptr0); _sum01 = vfmaq_f16(_sum01, _val, _w01); tmpptr += 1; kptr0 += 8; } vst1_f16(outptr0, vget_low_f16(_sum01)); vst1_f16(outptr1, vget_high_f16(_sum01)); outptr0 += 4; outptr1 += 4; } } #pragma omp parallel for num_threads(opt.num_threads) for (int p = remain_outch_start; p < outch; p++) { __fp16* outptr0 = top_blob.channel(p); const __fp16 zeros[4] = {0.f, 0.f, 0.f, 0.f}; const __fp16* biasptr = bias ? bias + p * 4 : zeros; int i = 0; for (; i + 7 < size; i += 8) { const __fp16* tmpptr = tmp.channel(i / 8); const __fp16* kptr0 = kernel.channel(p / 2 + p % 2); int nn = inch * maxk; // inch always > 0 float16x4_t _sum0 = vld1_f16(biasptr); float16x4_t _sum1 = vld1_f16(biasptr); float16x4_t _sum2 = vld1_f16(biasptr); float16x4_t _sum3 = vld1_f16(biasptr); float16x4_t _sum4 = vld1_f16(biasptr); float16x4_t _sum5 = vld1_f16(biasptr); float16x4_t _sum6 = vld1_f16(biasptr); float16x4_t _sum7 = vld1_f16(biasptr); for (int j = 0; j < nn; j++) { float16x8_t _val = vld1q_f16(tmpptr); float16x4_t _w0 = vld1_f16(kptr0); _sum0 = vfma_laneq_f16(_sum0, _w0, _val, 0); _sum1 = vfma_laneq_f16(_sum1, _w0, _val, 1); _sum2 = vfma_laneq_f16(_sum2, _w0, _val, 2); _sum3 = vfma_laneq_f16(_sum3, _w0, _val, 3); _sum4 = vfma_laneq_f16(_sum4, _w0, _val, 4); _sum5 = vfma_laneq_f16(_sum5, _w0, _val, 5); _sum6 = vfma_laneq_f16(_sum6, _w0, _val, 6); _sum7 = vfma_laneq_f16(_sum7, _w0, _val, 7); tmpptr += 8; kptr0 += 4; } vst1_f16(outptr0, _sum0); vst1_f16(outptr0 + 4, _sum1); vst1_f16(outptr0 + 8, _sum2); vst1_f16(outptr0 + 12, _sum3); vst1_f16(outptr0 + 16, _sum4); vst1_f16(outptr0 + 20, _sum5); vst1_f16(outptr0 + 24, _sum6); vst1_f16(outptr0 + 28, _sum7); outptr0 += 32; } for (; i + 3 < size; i += 4) { const __fp16* tmpptr = tmp.channel(i / 8 + (i % 8) / 4); const __fp16* kptr0 = kernel.channel(p / 2 + p % 2); int nn = inch * maxk; // inch always > 0 float16x4_t _sum0 = vld1_f16(biasptr); float16x4_t _sum1 = vld1_f16(biasptr); float16x4_t _sum2 = vld1_f16(biasptr); float16x4_t _sum3 = vld1_f16(biasptr); for (int j = 0; j < nn; j++) { float16x4_t _val = vld1_f16(tmpptr); float16x4_t _w0 = vld1_f16(kptr0); _sum0 = vfma_lane_f16(_sum0, _w0, _val, 0); _sum1 = vfma_lane_f16(_sum1, _w0, _val, 1); _sum2 = vfma_lane_f16(_sum2, _w0, _val, 2); _sum3 = vfma_lane_f16(_sum3, _w0, _val, 3); tmpptr += 4; kptr0 += 4; } vst1_f16(outptr0, _sum0); vst1_f16(outptr0 + 4, _sum1); vst1_f16(outptr0 + 8, _sum2); vst1_f16(outptr0 + 12, _sum3); outptr0 += 16; } for (; i < size; i++) { const __fp16* tmpptr = tmp.channel(i / 8 + (i % 8) / 4 + i % 4); const __fp16* kptr0 = kernel.channel(p / 2 + p % 2); int nn = inch * maxk; // inch always > 0 float16x4_t _sum = vld1_f16(biasptr); for (int j = 0; j < nn; j++) { float16x4_t _val = vdup_n_f16(tmpptr[0]); float16x4_t _w0 = vld1_f16(kptr0); _sum = vfma_f16(_sum, _val, _w0); tmpptr += 1; kptr0 += 4; } vst1_f16(outptr0, _sum); outptr0 += 4; } } } static void convolution_im2col_sgemm_transform_kernel_pack1to4_fp16sa_neon(const Mat& _kernel, Mat& kernel_tm, int inch, int outch, int kernel_w, int kernel_h) { const int maxk = kernel_w * kernel_h; // interleave // src = maxk-inch-outch // dst = 4b-4a-maxk-inch/4a-outch/4b Mat kernel = _kernel.reshape(maxk, inch, outch); kernel_tm.create(8 * maxk, inch, outch / 8 + (outch % 8) / 4, (size_t)2u, 1); int q = 0; for (; q + 7 < outch; q += 8) { const Mat k0 = kernel.channel(q); const Mat k1 = kernel.channel(q + 1); const Mat k2 = kernel.channel(q + 2); const Mat k3 = kernel.channel(q + 3); const Mat k4 = kernel.channel(q + 4); const Mat k5 = kernel.channel(q + 5); const Mat k6 = kernel.channel(q + 6); const Mat k7 = kernel.channel(q + 7); __fp16* g00 = kernel_tm.channel(q / 8); for (int p = 0; p < inch; p++) { const float* k00 = k0.row(p); const float* k10 = k1.row(p); const float* k20 = k2.row(p); const float* k30 = k3.row(p); const float* k40 = k4.row(p); const float* k50 = k5.row(p); const float* k60 = k6.row(p); const float* k70 = k7.row(p); for (int k = 0; k < maxk; k++) { g00[0] = (__fp16)k00[k]; g00[1] = (__fp16)k10[k]; g00[2] = (__fp16)k20[k]; g00[3] = (__fp16)k30[k]; g00[4] = (__fp16)k40[k]; g00[5] = (__fp16)k50[k]; g00[6] = (__fp16)k60[k]; g00[7] = (__fp16)k70[k]; g00 += 8; } } } for (; q + 3 < outch; q += 4) { const Mat k0 = kernel.channel(q); const Mat k1 = kernel.channel(q + 1); const Mat k2 = kernel.channel(q + 2); const Mat k3 = kernel.channel(q + 3); __fp16* g00 = kernel_tm.channel(q / 8 + (q % 8) / 4); for (int p = 0; p < inch; p++) { const float* k00 = k0.row(p); const float* k10 = k1.row(p); const float* k20 = k2.row(p); const float* k30 = k3.row(p); for (int k = 0; k < maxk; k++) { g00[0] = (__fp16)k00[k]; g00[1] = (__fp16)k10[k]; g00[2] = (__fp16)k20[k]; g00[3] = (__fp16)k30[k]; g00 += 4; } } } } static void convolution_im2col_sgemm_pack1to4_fp16sa_neon(const Mat& bottom_blob, Mat& top_blob, const Mat& kernel, const Mat& _bias, int kernel_w, int kernel_h, int dilation_w, int dilation_h, int stride_w, int stride_h, const Option& opt) { int w = bottom_blob.w; int inch = bottom_blob.c; int outw = top_blob.w; int outh = top_blob.h; const int size = outw * outh; const int maxk = kernel_w * kernel_h; // im2col Mat bottom_im2col(size, maxk, inch, 2u, 1, opt.workspace_allocator); { const int gap = w * stride_h - outw * stride_w; #pragma omp parallel for num_threads(opt.num_threads) for (int p = 0; p < inch; p++) { const Mat img = bottom_blob.channel(p); __fp16* ptr = bottom_im2col.channel(p); for (int u = 0; u < kernel_h; u++) { for (int v = 0; v < kernel_w; v++) { const __fp16* sptr = img.row<const __fp16>(dilation_h * u) + dilation_w * v; for (int i = 0; i < outh; i++) { int j = 0; for (; j < outw; j++) { ptr[0] = sptr[0]; sptr += stride_w; ptr += 1; } sptr += gap; } } } } } im2col_sgemm_pack1to4_fp16sa_neon(bottom_im2col, top_blob, kernel, _bias, opt); }
GB_unop__tanh_fc64_fc64.c
//------------------------------------------------------------------------------ // GB_unop: hard-coded functions for each built-in unary operator //------------------------------------------------------------------------------ // SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2021, All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 //------------------------------------------------------------------------------ // If this file is in the Generated/ folder, do not edit it (auto-generated). #include "GB.h" #ifndef GBCOMPACT #include "GB_control.h" #include "GB_atomics.h" #include "GB_unop__include.h" // C=unop(A) is defined by the following types and operators: // op(A) function: GB (_unop_apply__tanh_fc64_fc64) // op(A') function: GB (_unop_tran__tanh_fc64_fc64) // C type: GxB_FC64_t // A type: GxB_FC64_t // cast: GxB_FC64_t cij = aij // unaryop: cij = ctanh (aij) #define GB_ATYPE \ GxB_FC64_t #define GB_CTYPE \ GxB_FC64_t // aij = Ax [pA] #define GB_GETA(aij,Ax,pA) \ GxB_FC64_t aij = Ax [pA] #define GB_CX(p) Cx [p] // unary operator #define GB_OP(z, x) \ z = ctanh (x) ; // casting #define GB_CAST(z, aij) \ GxB_FC64_t z = aij ; // cij = op (aij) #define GB_CAST_OP(pC,pA) \ { \ /* aij = Ax [pA] */ \ GxB_FC64_t aij = Ax [pA] ; \ /* Cx [pC] = op (cast (aij)) */ \ GxB_FC64_t z = aij ; \ Cx [pC] = ctanh (z) ; \ } // true if operator is the identity op with no typecasting #define GB_OP_IS_IDENTITY_WITH_NO_TYPECAST \ 0 // disable this operator and use the generic case if these conditions hold #define GB_DISABLE \ (GxB_NO_TANH || GxB_NO_FC64) //------------------------------------------------------------------------------ // Cx = op (cast (Ax)): apply a unary operator //------------------------------------------------------------------------------ GrB_Info GB (_unop_apply__tanh_fc64_fc64) ( GxB_FC64_t *Cx, // Cx and Ax may be aliased const GxB_FC64_t *Ax, const int8_t *restrict Ab, // A->b if A is bitmap int64_t anz, int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else int64_t p ; // TODO: if OP is ONE and uniform-valued matrices are exploited, then // do this in O(1) time if (Ab == NULL) { #if ( GB_OP_IS_IDENTITY_WITH_NO_TYPECAST ) GB_memcpy (Cx, Ax, anz * sizeof (GxB_FC64_t), nthreads) ; #else #pragma omp parallel for num_threads(nthreads) schedule(static) for (p = 0 ; p < anz ; p++) { GxB_FC64_t aij = Ax [p] ; GxB_FC64_t z = aij ; Cx [p] = ctanh (z) ; } #endif } else { // bitmap case, no transpose; A->b already memcpy'd into C->b #pragma omp parallel for num_threads(nthreads) schedule(static) for (p = 0 ; p < anz ; p++) { if (!Ab [p]) continue ; GxB_FC64_t aij = Ax [p] ; GxB_FC64_t z = aij ; Cx [p] = ctanh (z) ; } } return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // C = op (cast (A')): transpose, typecast, and apply a unary operator //------------------------------------------------------------------------------ GrB_Info GB (_unop_tran__tanh_fc64_fc64) ( GrB_Matrix C, const GrB_Matrix A, int64_t *restrict *Workspaces, const int64_t *restrict A_slice, int nworkspaces, int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else #include "GB_unop_transpose.c" return (GrB_SUCCESS) ; #endif } #endif
L2solverDMAp.c
/*--+----1----+----2----+----3----+----4----+----5----+----6----+----7----+--*/ /* GRACE/GRAIL L2 solver (MPI, MKL, OMP modules) Version: June 2014 Copyright (c) 2014 Kun Shang (shang.34@osu.edu) All Right Reserved */ /*--+----1----+----2----+----3----+----4----+----5----+----6----+----7----+--*/ #include <math.h> #include <stdio.h> #include <stdlib.h> //#include <omp.h> #include "mkl.h" //#include "mkl_pblas.h" #include "mpi.h" //#include "mkl_scalapack.h" #define LAPACK_ROW_MAJOR 101 #define LAPACK_COL_MAJOR 102 #define max(A,B) ((A)>(B)?(A):(B)) #define min(A,B) ((A)>(B)?(B):(A)) const double T0 = 2451545.00000000; const double TWOPI = 6.283185307179586476925287; const double ASEC2RAD = 4.848136811095359935899141e-6; const double DEG2RAD = 0.017453292519943296; const double RAD2DEG = 57.295779513082321; void cal_date (double tjd, short int *year, short int *month, short int *day, double *hour); double julian_date (short int year, short int month, short int day, double hour); double grv_open (char *grv_name, char *label, int nmax, int mmax, double *coef); double cs2gp_pt (double *llr, double *cs, double gm, double a, int nmax, double *gpt, double *pt); double lgdr(double t, int nmax, int m, double *pbar); double zero0zero1 (double *cs, int nmax); int brinv (double *a,int n); int brank(double *a, int m, int n); void choldc(double *a, int n, double p[]); void cholsl(double *a, int n, double p[], double b[], double x[]); void solvels_chol(double *a, int n, double *y, double *x, int nocov); void solvegaus(double *a, int n, double *y, double *x); double modvect (double *v); double dotvect (double *v1, double *v2); void crsvect (double *v1, double *v2, double *v); void mt (double *a, int m, int n, double *b); void brmul (double *a, double *b, int m,int n, int k,double *c); /*--+----1----+----2----+----3----+----4----+----5----+----6----+----7----+--*/ int main (int argc, char *argv[]) { int ndata, ndata_all, ndata_avg, dt; double GMA[2]; FILE *fp_stdin, *fpin_l1c, *fpout_coef; int i, j, n, nmax, mmax, slvls, l_old, ndat_max, factor_b1, factor_b2, m, l, k, ind, num, *num_arc, *gps_arc, narc_max, *ind_m, LFIX = 0, ifix[4000], LSTK = 0, istk[4000], nply, ncpr, nemp, ndt, narc, npd, *gpst, *gps_eph, solvefor, solvegrv, solveemp; short int year, month, day; double *tp1, *csr, *gfz, *jpl, std, alpha, *yi, GMR2, r2R, hour, JD0, t, Tprd, *pt1, *pt2, *ai, *coefaam, factor_n, *lambda, *ksiupd, *k0, *aksi, *l1cf, *factor_a, *factor_b, factor_p, factor_r, *ksi, *dksi, *dks,*dksiupd, r0[1], sigma0, pweight, *p0, *p0b0, *knk0, *knk, *kksi, *id, *kfix, *kfixt,*kn, *nk, *nkknk, *atpa, *atpy, *atpai, *atpyi, *atpa_one, *cest, omega, etpe, c, s, vfix[4000], vstk[4000], *llr1, *llr2, *l1c_eph, *l1ct, vb1, vb2; char line[500], card[20], f_aam[2][200]={"GIF48.GEO", "\0"}, stdname[200], l1cfile[400], l2file[400]; time_t s0, s1, s2, s3, s4, s5, s6; long nl, solveforN, solvegrvN, solvefor2, is, in; double tbeg, tend; int myrank = 0, root_process = 0, nprocs = 1, ierr, ndata_s, ndata_e, npara_s, npara_e, npara_all, npara_avg, npara; int i_one = 1, i_negone = -1, i_zero = 0; double zero=0.0E+0, one=1.0E+0; int nprow, npcol, context, ictxt, myrow, mycol, nb, lld, lld_distr, mp, nq, info, desc_atpa[9], desc_atpy[9], desc_ksi[9], desc_ai[9], desc_yi[9]; double int_lim, mem_lim; ierr = MPI_Init(&argc, &argv); ierr = MPI_Comm_rank(MPI_COMM_WORLD, &myrank); ierr = MPI_Comm_size(MPI_COMM_WORLD, &nprocs); nprow = 1; npcol = nprocs; blacs_get_( &i_negone, &i_zero, &ictxt ); blacs_gridinit_( &ictxt, "R", &nprow, &npcol ); blacs_gridinfo_( &ictxt, &nprow, &npcol, &myrow, &mycol ); printf ("(%4d) nprocs = %4d nprow = %4d npcol = %4d myrow = %4d mycol = %4d\n", myrank, nprocs, nprow, npcol, myrow, mycol); if (argc != 3) { printf ("usage: L2solver l1cfile nmax\n"); exit(0); } else { sscanf (argv[1], "%s", l1cfile); sscanf (argv[2], "%d", &nmax); } if ( (fpin_l1c = fopen (l1cfile,"r")) == NULL) { printf ("Cannot open fpout_a file!\n"); exit (0); } s0 = time(NULL); dt = 5; /*--+----1----+----2----+----3----+----4----+----5----+----6----+----7----+--*/ // distribute ndata_all ndata_all = 0; while (1) { if (fgets(line,400, fpin_l1c) ==NULL) break; ndata_all ++; } rewind(fpin_l1c); ndata_avg = (int)(ndata_all / nprocs) + 1; mp = numroc_( &ndata_all, &ndata_avg, &myrank, &i_zero, &nprocs ); ndata_s = myrank * ndata_avg; ndata_e = (myrank + 1) * ndata_avg - 1; if (ndata_e > ndata_all - 1) ndata_e = ndata_all - 1; ndata = ndata_e - ndata_s + 1; if (ndata < 0) ndata = 0; printf("(%4d) ndata_all = %d ndata_avg = %d ndata = %d ndata_s = %d ndata_e = %d mp = %d\n", myrank, ndata_all, ndata_avg, ndata, ndata_s, ndata_e, mp); /*--+----1----+----2----+----3----+----4----+----5----+----6----+----7----+--*/ // distribute solvefor mmax = nmax; npara_all = (nmax + 1) * (nmax + 1); npara_avg = (int)(npara_all / nprocs) + 1; npara_s = myrank * npara_avg; npara_e = (myrank + 1) * npara_avg - 1; if (npara_e > npara_all - 1) npara_e = npara_all - 1; npara = npara_e - npara_s + 1; if (npara < 0) npara = 0; printf("(%4d) nmax = %d npara_all = %d npara_avg = %d npara = %d npara_s = %d npara_e = %d\n", myrank, nmax, npara_all, npara_avg, npara, npara_s, npara_e); /*--+----1----+----2----+----3----+----4----+----5----+----6----+----7----+--*/ // index and memeory check int_lim = (double)npara_all * (double)ndata /1024.0/1024.0/1024.0; mem_lim = ((double)npara_all * (double)(ndata + npara) + (double) ndata_all * 10) / 1024.0/1024.0/1024.0 * 8; printf("(%4d) index check: ", myrank); if (int_lim > 2) printf ("int_lim ~= %fG > INT_LIM (2G) : warning!!!\n", int_lim); else printf ("int_lim ~= %fG < INT_LIM (2G) : safe~~~\n", int_lim); printf("(%4d) memory check: ", myrank); if (mem_lim > 4) printf ("mem_lim ~= %fG > MEM_LIM (4G) : warning!!!\n", mem_lim); else printf ("mem_lim ~= %fG < MEM_LIM (4G) : safe~~~\n", mem_lim); /*--+----1----+----2----+----3----+----4----+----5----+----6----+----7----+--*/ // calloc local ndata l1c_eph = (double *) calloc (10 * ndata_all, sizeof(double)); llr1 = (double *) calloc (3 * ndata, sizeof(double)); llr2 = (double *) calloc (3 * ndata, sizeof(double)); yi = (double *) calloc ( ndata, sizeof(double)); /* yi is actually distributed into local, but atpy can only stay in procs = 0*/ descinit_( desc_yi, &i_one, &ndata_all, &i_one, &ndata, &i_zero, &i_zero, &ictxt, &i_one, &info ); i = 0; while (1) { if (fgets(line,400, fpin_l1c) ==NULL) break; sscanf (line, "%*d%lf%lf%lf%lf%lf%lf%lf%lf%lf%lf", &l1c_eph[i * 10], &l1c_eph[i * 10 + 1], &l1c_eph[i * 10 + 2], &l1c_eph[i * 10 + 3], &l1c_eph[i * 10 + 4], &l1c_eph[i * 10 + 5], &l1c_eph[i * 10 + 6], &l1c_eph[i * 10 + 7], &l1c_eph[i * 10 + 8], &l1c_eph[i * 10 + 9]); i ++; } if (i != ndata_all) { printf ("(%4d) ndata_all (%d) != i (%d)\n", myrank, ndata_all, i); free (l1c_eph); fclose(fpin_l1c); exit(0); } fclose(fpin_l1c); n = 0; for (i = ndata_s; i <= ndata_e; i ++) { llr1[n * 3] = l1c_eph[i * 10]; llr1[n * 3 + 1] = l1c_eph[i * 10 + 1]; llr1[n * 3 + 2] = l1c_eph[i * 10 + 2]; llr2[n * 3] = l1c_eph[i * 10 + 3]; llr2[n * 3 + 1] = l1c_eph[i * 10 + 4]; llr2[n * 3 + 2] = l1c_eph[i * 10 + 5]; yi[n] = l1c_eph[i * 10 + 6]; // csr[n] = l1c_eph[i * 10 + 7]; // gfz[n] = l1c_eph[i * 10 + 8]; // jpl[n] = l1c_eph[i * 10 + 9]; n++; } if (n != ndata) { printf ("(%4d) ndata (%d) != n (%d)\n", myrank, ndata, i); free (l1c_eph); exit(0); } free (l1c_eph); /*--+----1----+----2----+----3----+----4----+----5----+----6----+----7----+--*/ // calloc local ai, atpa /* int m_ai = numroc_( &npara_all, &npara_all, &myrow, &i_zero, &nprow ); int n_ai = numroc_( &ndata_all, &ndata_avg, &mycol, &i_zero, &npcol ); printf ("(%4d) m_ai = %d n_ai = %d npara_all = %d ndata = %d\n", myrank, m_ai, n_ai, npara_all, ndata); int m_atpa = numroc_( &npara_all, &npara_all, &myrow, &i_zero, &nprow ); int n_atpa = numroc_( &npara_all, &npara_avg, &mycol, &i_zero, &npcol ); printf ("(%4d) m_atpa = %d n_atpa = %d npara_all = %d npara = %d\n", myrank, m_atpa, n_atpa, npara_all, npara); int m_atpy = numroc_( &npara_all, &npara_all, &myrow, &i_zero, &nprow ); int n_atpy = numroc_( &i_one, &npara_avg, &mycol, &i_zero, &npcol ); printf ("(%4d) m_atpy = %d n_atpy = %d npara_all = %d \n", myrank, m_atpy, n_atpy, npara_all); descinit_( desc_ai, &npara_all, &ndata_all, &npara_all, &ndata, &i_zero, &i_zero, &ictxt, &npara_all, &info ); ai = (double *) calloc ( m_ai * n_ai, sizeof(double)); descinit_( desc_atpa, &npara_all, &npara_all, &npara_avg, &npara_avg, &i_zero, &i_zero, &ictxt, &npara_all, &info ); atpa = (double *) calloc ( m_atpa * n_atpa, sizeof(double)); descinit_( desc_atpy, &npara_all, &i_one, &npara_avg, &npara_avg, &i_zero, &i_zero, &ictxt, &npara_all, &info ); atpy = (double *) calloc ( m_atpy * n_atpy, sizeof(double)); */ descinit_( desc_ai, &npara_all, &ndata_all, &npara_all, &ndata, &i_zero, &i_zero, &ictxt, &npara_all, &info ); ai = (double *) calloc ( npara_all * ndata, sizeof(double)); descinit_( desc_atpa, &npara_all, &npara_all, &npara_avg, &npara_avg, &i_zero, &i_zero, &ictxt, &npara_all, &info ); atpa = (double *) calloc ( npara_all * npara, sizeof(double)); descinit_( desc_atpy, &npara_all, &i_one, &npara_avg, &npara_avg, &i_zero, &i_zero, &ictxt, &npara_all, &info ); atpy = (double *) calloc ( npara_all, sizeof(double)); /* atpy is distributed local matrix, but in this case, only stays in (0,0), i.e. procs = 0 */ descinit_( desc_ksi, &npara_all, &i_one, &npara_all, &i_one, &i_zero, &i_zero, &ictxt, &npara_all, &info ); ksi = (double *) calloc ( npara_all, sizeof(double)); dks = (double *) calloc ( npara_all, sizeof(double)); /* ksi and dksi are global matrix, only stays in (0,0), i.e. procs = 0 */ dksi = (double *) calloc ( npara_all, sizeof(double)); /* for (i = 0; i < 9; i ++) printf ("(%4d) ai[%d] = %9d atpa[%d] = %9d atpy[%d] = %9d yi[%d] = %9d ksi[%d] = %9d\n", myrank, i, desc_ai[i], i, desc_atpa[i], i, desc_atpy[i], i, desc_yi[i], i, desc_ksi[i]); */ coefaam = (double *) calloc (npara_all, sizeof(double)); GMA[0] = 398600.44150E+09; GMA[1] = 6378136.3; grv_open (f_aam[0], f_aam[1], nmax, mmax, coefaam); zero0zero1 (coefaam, nmax); s1 = time(NULL); printf("(%4d) %5ld: seconds of initialization and scan data\n", myrank, s1-s0); fflush(stdout); /*--+----1----+----2----+----3----+----4----+----5----+----6----+----7----+--*/ pt1 = (double *) calloc ( npara_all, sizeof(double)); pt2 = (double *) calloc ( npara_all, sizeof(double)); for (i = 0; i < ndata; i ++) { cs2gp_pt (&llr1[i * 3], coefaam, GMA[0], GMA[1], nmax, &vb1, pt1); cs2gp_pt (&llr2[i * 3], coefaam, GMA[0], GMA[1], nmax, &vb2, pt2); //////////////////////////////////////// for(n = 0; n < npara_all; n++) { ai[i * npara_all + n] = pt2[n] - pt1[n]; } } free (llr1); free (llr2); free (pt1); free (pt2); s2 = time(NULL); printf("(%4d) %5ld: seconds of processing gravity and partial\n", myrank, s2-s1); fflush(stdout); MPI_Barrier (MPI_COMM_WORLD); /*--+----1----+----2----+----3----+----4----+----5----+----6----+----7----+--*/ std = 0.8e-3; pweight = 1.0/std/std; alpha = 1.0; alpha = pweight; pdsyrk_ ("L", "N", &npara_all, &ndata_all, &alpha, ai, &i_one, &i_one, desc_ai, &zero, atpa, &i_one, &i_one, desc_atpa); /* for (n=0; n<npara_all; n++) { for (m=0; m<npara_all; m++) { printf("%10.2e ", atpa[n*npara_all + m]); } printf("\n"); } printf("\n"); s3 = time(NULL); printf("\n%5ld: seconds of finish pdsyrk_\n", s3-s2); fflush(stdout); */ pdgemv_ ("N", &npara_all, &ndata_all, &alpha, ai, &i_one, &i_one, desc_ai, yi, &i_one, &i_one, desc_yi, &i_one, &zero, atpy, &i_one, &i_one, desc_atpy, &i_one); s3 = time(NULL); printf("(%4d) %5ld: seconds of finish ATPA&ATPY\n", myrank, s3-s2); fflush(stdout); free (ai); /*--+----1----+----2----+----3----+----4----+----5----+----6----+----7----+--*/ pdpotrf_("L", &npara_all, atpa, &i_one, &i_one, desc_atpa, &info); pdpotrs_("L", &npara_all, &i_one, atpa, &i_one, &i_one, desc_atpa, atpy, &i_one, &i_one, desc_atpy, &info); pdpotri_("L", &npara_all, atpa, &i_one, &i_one, desc_atpa, &info); /* for (n=0; n<npara_all; n++) { for (m=0; m<npara_all; m++) { printf("%10.2e ", atpa[n*npara_all + m]); } printf("\n"); } printf("\n"); */ blacs_barrier_( &ictxt, "A"); //////////////////////////////////// // get dksi from distributed atpa /* npara_all = (nmax + 1) * (nmax + 1); npara_avg = (int)(npara_all / nprocs) + 1; npara_s = myrank * npara_avg; npara_e = (myrank + 1) * npara_avg - 1; if (npara_e > npara_all - 1) npara_e = npara_all - 1; npara = npara_e - npara_s + 1; if (npara < 0) npara = 0; printf("(%4d) nmax = %d npara_all = %d npara_avg = %d npara = %d npara_s = %d npara_e = %d\n", myrank, nmax, npara_all, npara_avg, npara, npara_s, npara_e); */ for (n = 0; n < npara; n++) { dksi[npara_s + n] = atpa[n * npara_all + (npara_s + n)]; } MPI_Reduce(dksi, dks, npara_all, MPI_DOUBLE, MPI_SUM, root_process, MPI_COMM_WORLD); /////////////////////////////// if(myrank == root_process) { /*--+----1----+----2----+----3----+----4----+----5----+----6----+----7----+--*/ for (n = 0; n < npara_all; n++) ksi[n] = atpy[n]; s4 = time(NULL); printf("(%4d) %5ld: seconds of inverting N\n", myrank, s4-s3); fflush(stdout); /* for (n = 0; n < solvefor; n++) { for (m = 0; m < solvefor; m++) { // dksi[n * solvefor + m] = atpa[n * solvefor + m] - dksiupd[n * solvefor + m]; dksi[n * solvefor + m] = atpa[n * solvefor + m]; if (dksi[n * solvefor + m] < 0) dksi[n * solvefor + m] = 0; } } */ sigma0 = 1; sprintf (l2file, "%s.%d.DMA.L2", l1cfile, nmax); // strcat (l1cfile,".L2"); printf ("OUTPUT: %s\n", l2file); if ( (fpout_coef = fopen (l2file,"w")) == NULL) { printf ("Cannot open fpout_coef file!\n"); exit (0); } for (m = 0; m <= nmax; m ++) { l = nmax - m + 1; for (k = 0; k < l; k++) { if (m==0) { n = k + m; fprintf(fpout_coef, "%4d %4d %23.13e %23.13e %23.13e %23.13e\n", n, m, ksi[k], zero, sigma0 * sqrt(dks[k]), zero); // zero, zero); } else { ind = nmax + 1 + (2 * nmax - m + 2) * (m - 1); n = k + m; fprintf(fpout_coef, "%4d %4d %23.13e %23.13e %23.13e %23.13e\n", n, m, ksi[ind + n - m], ksi[ind + n - m + l], sigma0 * sqrt(dks[ind + n - m]), sigma0 * sqrt(dks[ind + n - m + l])); // zero, zero); } } } s5 = time(NULL); printf("(%4d) %5ld: seconds of output data\n", myrank, s5-s4); fflush(stdout); free (ksi); free (dks); free (dksi); free (atpa); free (atpy); free (coefaam); fclose(fpout_coef); printf ("\nNormal end of ECHO!\n\npress any key to finish...\n"); } // blacs_gridexit_( &ictxt ); // blacs_exit_( &i_zero ); ierr = MPI_Finalize(); exit(0); } /*--+----1----+----2----+----3----+----4----+----5----+----6----+----7----+--*/ double julian_date (short int year, short int month, short int day, double hour) { long int jd12h; double tjd; jd12h = (long) day - 32075L + 1461L * ((long) year + 4800L + ((long) month - 14L) / 12L) / 4L + 367L * ((long) month - 2L - ((long) month - 14L) / 12L * 12L) / 12L - 3L * (((long) year + 4900L + ((long) month - 14L) / 12L) / 100L) / 4L; tjd = (double) jd12h - 0.5 + hour / 24.0; return (tjd); } void cal_date (double tjd, short int *year, short int *month, short int *day, double *hour) { long int jd, k, m, n; double djd; djd = tjd + 0.5; jd = (long int) djd; *hour = fmod (djd,1.0) * 24.0; k = jd + 68569L; n = 4L * k / 146097L; k = k - (146097L * n + 3L) / 4L; m = 4000L * (k + 1L) / 1461001L; k = k - 1461L * m / 4L + 31L; *month = (short int) (80L * k / 2447L); *day = (short int) (k - 2447L * (long int) *month / 80L); k = (long int) *month / 11L; *month = (short int) ((long int) *month + 2L - 12L * k); *year = (short int) (100L * (n - 49L) + m + k); return; } /*--+----1----+----2----+----3----+----4----+----5----+----6----+----7----+--*/ /* */ /*--+----1----+----2----+----3----+----4----+----5----+----6----+----7----+--*/ double grv_open (char *grv_name, char *label, int nmax, int mmax, double *coef) { FILE *fp_grv; double c,s, nd, md; int n=999,m=999, l, ind; char string[200], name[20]; if ((fp_grv = fopen (grv_name,"r")) == NULL) { printf ("Cannot open gravity file?\n"); exit (0); } memset (coef,0,(nmax+1)*(nmax+1)); // coef[0] = 1; while (1) { if (fgets (string, 200, fp_grv) == NULL) break; if (strlen(label)==0) { sscanf (string, "%lf%lf%lf%lf", &nd, &md, &c, &s); n = (int)nd; m = (int)md; } else { sscanf (string, "%s", name); if (strcmp (name, label) ==0) { sscanf (string, "%*s%lf%lf%lf%lf", &nd, &md, &c, &s); n = (int)nd; m = (int)md; } } if (n > nmax || m > mmax) continue; else if (m == 0) { coef[n] = c; } else { l = nmax - m + 1; ind = nmax + 1 + (2 * nmax - m + 2) * (m - 1); coef[ind + n - m] = c; coef[ind + n - m + l] = s; } } fclose(fp_grv); return 0; } /*--+----1----+----2----+----3----+----4----+----5----+----6----+----7----+--*/ /* */ /*--+----1----+----2----+----3----+----4----+----5----+----6----+----7----+--*/ double cs2gp_pt (double *llr, double *cs, double gm, double a, int nmax, double *gpt, double *pt) { int n, m, k, l, ind; double sinf, cosf, *cosml, *sinml, *aprn, *pbar, lat, lon, r, gpti, t, a2r; /*--+----1----+----2----+----3----+----4----+----5----+----6----+----7----+--*/ lat = llr[0]; lon = llr[1]; r = llr[2]; sinf = sin(lat * DEG2RAD); cosf = cos(lat * DEG2RAD); // #pragma omp parallel private(cosml, sinml, aprn, pbar, pbar1, pbar2, n, m, k, l, ind, sinf, cosf) cosml = (double *) calloc ( nmax + 1, sizeof(double)); //cos(m*lamta) sinml = (double *) calloc ( nmax + 1, sizeof(double)); //sin(m*lamta) aprn = (double *) calloc ( nmax + 1, sizeof(double)); //sin(m*lamta) pbar = (double *) calloc ( nmax + 1, sizeof(double)); cosml[0] = 1; sinml[0] = 0; cosml[1] = cos(lon * DEG2RAD); sinml[1] = sin(lon * DEG2RAD); for (m = 2; m <= nmax; m++) { // cosml[m] = cos(m * lon * DEG2RAD); // sinml[m] = sin(m * lon * DEG2RAD); cosml[m] = 2.0 * cosml[1] * cosml[m-1] - cosml[m-2]; sinml[m] = 2.0 * cosml[1] * sinml[m-1] - sinml[m-2]; } aprn[0] = gm / r; a2r = a / r; for (n = 1; n <= nmax; n++) { // aprn[n] = pow (a / r, n) * gm / r; aprn[n] = aprn[n - 1] * a2r; } /*--+----1----+----2----+----3----+----4----+----5----+----6----+----7----+--*/ t = sinf; for (m = 0; m <= nmax; m ++) { l = nmax - m + 1; // lgdr2(t, nmax, m, pbar, pbar1, pbar2); lgdr(t, nmax, m, pbar); for (k = 0; k < l; k++) { if (m==0) { // ind = 0; n = k + m; pt[k] = aprn[n] * pbar[k]; } else { ind = nmax + 1 + (2 * nmax - m + 2) * (m - 1); n = k + m; pt[ind + n - m] = aprn[n] * pbar[k] * cosml[m]; pt[ind + n - m + l] = aprn[n] * pbar[k] * sinml[m]; } } } //! ATPA gpti = 0; for(k = 0; k < (nmax + 1) * (nmax + 1); k++) { gpti = gpti + pt[k] * cs[k]; // printf ("k = %d pt = %e\t cs = %e\t gp = %e \n", k, pt[k], cs[k], pt[k] * cs[k]); // pt[k] = pnmc[k]; } *gpt = gpti; // *gpt = gm/r + gm/r * a/r * a/r * (sqrt(5.0) * (1.5 * t * t - 0.5)) * cs[2]; // printf ("cs[2] = %e\n", cs[2]); free (pbar); free (cosml); free (sinml); free (aprn); return 1; } /*--+----1----+----2----+----3----+----4----+----5----+----6----+----7----+--*/ /*--+----1----+----2----+----3----+----4----+----5----+----6----+----7----+--*/ double lgdr(double t, int nmax, int m, double *pbar) /* ! THIS CALCULATES THE FULLY NORMALIZED LEGENDRE FUNCTION WITH GIVEN ORDER(M), ! MAXIMUM DEGREE (NMAX), AND GIVEN EVALUATION POINT, T (COSINES OF COLATITUDE). ! THIS RETURNS ALL Pn,m, P'n,m, AND P''n,m (m=<n<=Nmax). ! THE RECURSION FORMULAR FOR THE FUNCTION ITSELF IS GIVEN IN JEKELI(1996). ! THE RECURSION FORMULAR FOR THE 1ST DERIVATIVE IS GIVEN IN TSCHERNING, ET AL(1983). ! THE FORMULAR FOR THE 2ND DERIVATIVE IS FROM THE ASSOCIATE LEGENDRE EQUATION. ! NOTE : EQUATIONS GIVEN IN TSCHERNING, ET AL(1983) HAVE ERRATA. ! ! S.C. Han, 1/24/01 (MODIFIED FOR CRAY T94 2/13/01) ! */ { int i; //REAL*8 :: PBAR(NMAX-M+1),PBAR1(NMAX-M+1),PBAR2(NMAX-M+1),T,P00,P11,C,D double p00, p11, c, d; //! THE FULLY NORMALIZED ASSOCIATED LEGENDRE FUNCTION //! Pm,m : JEKEIL (A.3c) & (A.3d) , P'm,m : TSCHERNING (7) p00 = 1.0; p11 = sqrt (3.0*(1.0-t*t)); if (m>=1) { pbar[0] = p11; for (i = 2; i <= m; i++) { pbar[0] = sqrt((2.0*i+1.0)/(2.0*i)*(1.0-t*t))*pbar[0]; } } else { pbar[0]=p00; } if (nmax - m + 1 >= 2) { pbar[1] = sqrt(2.0*m +3.0) * t * pbar[0]; } for(i = 3; i <= nmax-m+1; i++) { c=((2.0*m+2.0*i-3.0) * (2.0*m + 2.0*i-1.0)) / ((i-1.0)*(2.0*m+i-1.0)); d=((2.0*m+2.0*i-1.0)*(2.0*m+i-2.0)*(i-2.0)) / ((2.0*m+2.0*i-5.0)*(i-1.0)*(2.0*m+i-1.0)); pbar[i-1] = sqrt(c)*t*pbar[i-2] - sqrt(d) * pbar[i-3]; } return 0; } double zero0zero1 (double *cs, int nmax) { int n, m, l, ind, ic, is; cs[0] = 0; cs[1] = 0; n = 1; m = 1; l = nmax - m + 1; ind = nmax + 1 + (2 * nmax - m + 2) * (m - 1); ic = ind + n - m; is = ind + n - m + l; cs[ic] = 0; cs[is] = 0; return 0; } /* ------------------------------------------------------------------------ Purpose: some subroutines of matrix and vector operation Notes: Programmer: Kun Shang @ 4.29.2014 Functions: int brinv (double *a,int n); int brank(double *a, int m, int n); void choldc(double *a, int n, double p[]); void cholsl(double *a, int n, double p[], double b[], double x[]); void solvels_chol(double *a, int n, double *y, double *x, int nocov); void solvegaus(double *a, int n, double *y, double *x); double modvect (double *v); double dotvect (double *v1, double *v2); void crsvect (double *v1, double *v2, double *v); void mt (double *a, int m, int n, double *b); void brmul (double *a, double *b, int m,int n, int k,double *c); ------------------------------------------------------------------------ */ /*--+----1----+----2----+----3----+----4----+----5----+----6----+----7----+--*/ /* * brinv - * @param1: description of param1 * @param2: description of param2 * * version: 20 Aug 2010 */ /*--+----1----+----2----+----3----+----4----+----5----+----6----+----7----+--*/ int brinv (double *a,int n) { int *is, *js, i, j, k, l, u, v; double d, p; is = (int *)malloc (n * sizeof(int)); js = (int *)malloc (n * sizeof(int)); for (k = 0; k <= n - 1; k++) { d=0.0; for (i = k; i <= n - 1; i++) { for (j = k; j <= n - 1; j++) { l = i * n + j; p = fabs (a[l]); if (p > d) { d = p; is[k] = i; js[k] = j; } } } if (d + 1.0 == 1.0) { // rk = brank(a, n, n); printf ("warning: Matrix may be ill-conditioned\n"); // printf ("rank = %d < dimension %d\n", rk, n); // free (is); // free (js); // exit(0); } if (is[k] != k) { for (j = 0; j <= n - 1; j++) { u = k * n + j; v = is[k] * n + j; p = a[u]; a[u] = a[v]; a[v] = p; } } if (js[k] != k) { for (i = 0; i <= n - 1; i++) { u = i * n + k; v = i * n + js[k]; p = a[u]; a[u] = a[v]; a[v] = p; } } l = k * n + k; a[l] = 1.0 / a[l]; for (j = 0; j <= n - 1; j++) { if (j != k) { u = k * n + j; a[u] = a[u] * a[l]; } } for (i = 0; i <= n - 1; i++) { if (i != k) for (j = 0; j <= n - 1; j++) if (j != k) { u = i * n + j; a[u] = a[u] - a[i * n + k] * a[k * n + j]; } } for (i = 0; i <= n - 1; i++) { if (i != k) { u = i * n + k; a[u] = - a[u] * a[l]; } } } for (k = n - 1; k >= 0; k--) { if (js[k] != k) { for (j = 0; j <= n - 1; j++) { u = k * n + j; v = js[k] * n + j; p = a[u]; a[u] = a[v]; a[v] = p; } } if (is[k] != k) { for (i = 0; i <= n - 1; i++) { u = i * n + k; v = i * n + is[k]; p = a[u]; a[u] = a[v]; a[v] = p; } } } free(is); free(js); return(1); } int brank(double *a, int m, int n) { int i,j,k,nn,is = 0,js = 0,l,ll,u,v; double q,d; nn=m; if (m>=n) nn=n; k=0; for (l=0; l<=nn-1; l++) { q=0.0; for (i=l; i<=m-1; i++) for (j=l; j<=n-1; j++) { ll=i*n+j; d=fabs(a[ll]); if (d>q) { q=d; is=i; js=j;} } if (q+1.0==1.0) return(k); k=k+1; if (is!=l) { for (j=l; j<=n-1; j++) { u=l*n+j; v=is*n+j; d=a[u]; a[u]=a[v]; a[v]=d; } } if (js!=l) { for (i=l; i<=m-1; i++) { u=i*n+js; v=i*n+l; d=a[u]; a[u]=a[v]; a[v]=d; } } ll=l*n+l; for (i=l+1; i<=n-1; i++) { d=a[i*n+l]/a[ll]; for (j=l+1; j<=n-1; j++) { u=i*n+j; a[u]=a[u]-d*a[l*n+j]; } } } return(k); } void choldc(double *a, int n, double p[]) /* * Given a positive-definite symmetric matrix a[1..n][1..n], * this routine constructs its Cholesky decomposition, A = L · LT . * On input, only the upper triangle of a need be given; it is not modified. * The Cholesky factor L is returned in the lower triangle of a, * except for its diagonal elements which are returned in p[1..n]. * */ { int i,j,k, rk; double sum; for (i=0;i<n;i++) { for (j=i;j<n;j++) { sum=a[i * n + j]; for (k=i-1;k>=0;k--) sum -= a[i * n + k]*a[j * n + k]; if (i == j) { if (sum <= 0.0) { rk = brank(a, n, n); printf("error: Matrix is not positive definite:\n"); printf(" i = %d\tj = %d\tsum = %e\n", i, j, sum); printf(" rank = %d\n", rk); exit(0); } p[i]=sqrt(sum); } else a[j * n + i]=sum/p[i]; } } } void cholsl(double *a, int n, double p[], double b[], double x[]) /* * Solves the set of n linear equations A · x = b, * where a is a positive-definite symmetric matrix. * a[1..n][1..n] and p[1..n] are input as the output of the routine choldc. * Only the lower subdiagonal portion of a is accessed. * b[1..n] is input as the right-hand side vector. * The solution vector is returned in x[1..n]. * a, n, and p are not modified and can be left in place for * successive calls with different right-hand sides b. * b is not modified unless you identify b and x in the calling sequence, * which is allowed. * */ { int i,k; double sum; for (i=0;i<n;i++) { for (sum=b[i],k=i-1;k>=0;k--) sum -= a[i * n + k]*x[k]; x[i]=sum/p[i]; } for (i=n-1;i>=0;i--) { for (sum=x[i],k=i+1;k<n;k++) sum -= a[k * n + i]*x[k]; x[i]=sum/p[i]; } } ///////////********************//////////////// void solvels_chol(double *a, int n, double *y, double *x, int nocov) { double *p, sum; int i, k, j; p = (double *)calloc (n, sizeof(double)); choldc(a, n, p); cholsl(a, n, p, y, x); if (nocov == 1) { free (p); return; } for (i=0;i<n;i++) { a[i * n + i]=1.0/p[i]; for (j=i+1;j<n;j++) { sum=0.0; for (k=i;k<j;k++) sum -= a[j * n + k]*a[k * n + i]; a[j * n + i]=sum/p[j]; } } for (i = 0; i <= n - 1; i++) { for (j = i; j <= n - 1; j++) { sum = 0.0; for (k = j; k <= n - 1; k++) sum = sum + a[k * n + i] * a[k * n + j]; a[i * n + j] = sum; } } for (i = 0; i <= n - 1; i++) { for (j = 0; j <= i - 1; j++) { a[i * n + j] = a[j * n + i] ; } } free(p); return; } void solvegaus(double *a, int n, double *y, double *x) { brinv(a, n); brmul(a, y, n, n, 1, x); } double modvect (double *v) { return sqrt(v[0] * v[0] + v[1] * v[1] + v[2] * v[2]); } double dotvect (double *v1, double *v2) { return v1[0]*v2[0] + v1[1]*v2[1] + v1[2]*v2[2]; } void crsvect (double *v1, double *v2, double *v) { v[0] = v1[1] * v2[2] - v1[2] * v2[1]; v[1] = v1[2] * v2[0] - v1[0] * v2[2]; v[2] = v1[0] * v2[1] - v1[1] * v2[0]; } /*--+----1----+----2----+----3----+----4----+----5----+----6----+----7----+--*/ /* * mt - * @param1: description of param1 * @param2: description of param2 * * version: 20 Aug 2010 */ /*--+----1----+----2----+----3----+----4----+----5----+----6----+----7----+--*/ void mt (double *a, int m, int n, double *b) { int i, j; for (i = 0; i <= m - 1; i++) { for (j = 0; j <= n - 1; j++) b[j * m + i] = a[i * n + j]; } return; } /*--+----1----+----2----+----3----+----4----+----5----+----6----+----7----+--*/ /* * brmul - * @param1: description of param1 * @param2: description of param2 * * version: 20 Aug 2010 */ /*--+----1----+----2----+----3----+----4----+----5----+----6----+----7----+--*/ void brmul (double *a, double *b, int m,int n, int k,double *c) { int i, j, l, u; for (i = 0; i <= m - 1; i++) { for (j = 0; j <= k - 1; j++) { u = i * k + j; c[u] = 0.0; for (l = 0; l <= n - 1; l++) c[u] = c[u] + a[i * n + l] * b[l * k + j]; } } return; }
estimator.h
// Copyright (C) 2014 The Regents of the University of California (Regents). // All rights reserved. // // Redistribution and use in source and binary forms, with or without // modification, are permitted provided that the following conditions are // met: // // * Redistributions of source code must retain the above copyright // notice, this list of conditions and the following disclaimer. // // * Redistributions in binary form must reproduce the above // copyright notice, this list of conditions and the following // disclaimer in the documentation and/or other materials provided // with the distribution. // // * Neither the name of The Regents or University of California nor the // names of its contributors may be used to endorse or promote products // derived from this software without specific prior written permission. // // THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" // AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE // IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE // ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDERS OR CONTRIBUTORS BE // LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR // CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF // SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS // INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN // CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) // ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE // POSSIBILITY OF SUCH DAMAGE. // // Please contact the author of this library if you have any questions. // Author: Chris Sweeney (cmsweeney@cs.ucsb.edu) // BSD 3-Clause License // Copyright (c) 2020, Chenyu // All rights reserved. // Redistribution and use in source and binary forms, with or without // modification, are permitted provided that the following conditions are met: // 1. Redistributions of source code must retain the above copyright notice, // this // list of conditions and the following disclaimer. // 2. Redistributions in binary form must reproduce the above copyright notice, // this list of conditions and the following disclaimer in the documentation // and/or other materials provided with the distribution. // 3. Neither the name of the copyright holder nor the names of its // contributors may be used to endorse or promote products derived from // this software without specific prior written permission. // THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" // AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE // IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE // ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE // LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR // CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF // SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS // INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN // CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) // ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE // POSSIBILITY OF SUCH DAMAGE. #ifndef RANSAC_ESTIMATOR_H #define RANSAC_ESTIMATOR_H #include <glog/logging.h> // #ifdef THEIA_USE_OPENMP #include <omp.h> // #endif #include <vector> namespace DAGSfM { // Templated class for estimating a model for RANSAC. This class is purely a // virtual class and should be implemented for the specific task that RANSAC is // being used for. Two methods must be implemented: EstimateModel and Error. All // other methods are optional, but will likely enhance the quality of the RANSAC // output. // // NOTE: RANSAC, ARRSAC, and other RANSAC work best if Datum and Model are // lightweight classes or structs. template <typename DatumType, typename ModelType> class Estimator { public: typedef DatumType Datum; typedef ModelType Model; Estimator() {} virtual ~Estimator() {} // Get the minimum number of samples needed to generate a model. virtual double SampleSize() const = 0; // Given a set of data points, estimate the model. Users should implement this // function appropriately for the task being solved. Returns true for // successful model estimation (and outputs model), false for failed // estimation. Typically, this is a minimal set, but it is not required to be. virtual bool EstimateModel(const std::vector<Datum>& data, std::vector<Model>* model) const = 0; // Estimate a model from a non-minimal sampling of the data. E.g. for a line, // use SVD on a set of points instead of constructing a line from two points. // By default, this simply implements the minimal case. virtual bool EstimateModelNonminimal(const std::vector<Datum>& data, std::vector<Model>* model) const { return EstimateModel(data, model); } // Refine the model based on an updated subset of data, and a pre-computed // model. Can be optionally implemented. virtual bool RefineModel(const std::vector<Datum>& data, Model* model) const { return true; } // Given a model and a data point, calculate the error. Users should implement // this function appropriately for the task being solved. virtual double Error(const Datum& data, const Model& model) const = 0; // Compute the residuals of many data points. By default this is just a loop // that calls Error() on each data point, but this function can be useful if // the errors of multiple points may be estimated simultanesously (e.g., // matrix multiplication to compute the reprojection error of many points at // once). virtual std::vector<double> Residuals(const std::vector<Datum>& data, const Model& model) const { std::vector<double> residuals(data.size()); #pragma omp parallel for for (uint i = 0; i < data.size(); i++) { residuals[i] = Error(data[i], model); } return residuals; } // Returns the set inliers of the data set based on the error threshold // provided. std::vector<int> GetInliers(const std::vector<Datum>& data, const Model& model, double error_threshold) const { std::vector<int> inliers; inliers.reserve(data.size()); for (int i = 0; i < data.size(); i++) { if (Error(data[i], model) < error_threshold) { inliers.push_back(i); } } return inliers; } // Enable a quick check to see if the model is valid. This can be a geometric // check or some other verification of the model structure. virtual bool ValidModel(const Model& model) const { return true; } }; } // namespace DAGSfM #endif // RANSAC_ESTIMATOR_H
THTensorMath.c
#ifndef TH_GENERIC_FILE #define TH_GENERIC_FILE "generic/THTensorMath.c" #else #define TH_OMP_OVERHEAD_THRESHOLD 100000 void THTensor_(fill)(THTensor *r_, real value) { TH_TENSOR_APPLY(real, r_, THVector_(fill)(r__data, value, r__size); break;); } void THTensor_(zero)(THTensor *r_) { TH_TENSOR_APPLY(real, r_, THVector_(fill)(r__data, 0, r__size); break;); } void THTensor_(maskedFill)(THTensor *tensor, THByteTensor *mask, real value) { TH_TENSOR_APPLY2(real, tensor, unsigned char, mask, if (*mask_data > 1) { THFree(mask_counter); THFree(tensor_counter); THError("Mask tensor can take 0 and 1 values only"); } else if (*mask_data == 1) { *tensor_data = value; }); } void THTensor_(maskedCopy)(THTensor *tensor, THByteTensor *mask, THTensor* src ) { THTensor *srct = THTensor_(newContiguous)(src); real *src_data = THTensor_(data)(srct); long cntr = 0; long nelem = THTensor_(nElement)(srct); if (THTensor_(nElement)(tensor) != THByteTensor_nElement(mask)) { THTensor_(free)(srct); THError("Number of elements of destination tensor != Number of elements in mask"); } TH_TENSOR_APPLY2(real, tensor, unsigned char, mask, if (*mask_data > 1) { THTensor_(free)(srct); THFree(mask_counter); THFree(tensor_counter); THError("Mask tensor can take 0 and 1 values only"); } else if (*mask_data == 1) { if (cntr == nelem) { THTensor_(free)(srct); THFree(mask_counter); THFree(tensor_counter); THError("Number of elements of src < number of ones in mask"); } *tensor_data = *src_data; src_data++; cntr++; }); THTensor_(free)(srct); } void THTensor_(maskedSelect)(THTensor *tensor, THTensor *src, THByteTensor *mask) { long numel = THByteTensor_sumall(mask); real *tensor_data; THTensor_(resize1d)(tensor,numel); tensor_data = THTensor_(data)(tensor); TH_TENSOR_APPLY2(real, src, unsigned char, mask, if (*mask_data > 1) { THFree(mask_counter); THFree(src_counter); THError("Mask tensor can take 0 and 1 values only"); } else if (*mask_data == 1) { *tensor_data = *src_data; tensor_data++; }); } // Finds non-zero elements of a tensor and returns their subscripts void THTensor_(nonzero)(THLongTensor *subscript, THTensor *tensor) { long numel = 0; long *subscript_data; long i = 0; long dim; long div = 1; /* First Pass to determine size of subscripts */ TH_TENSOR_APPLY(real, tensor, if (*tensor_data != 0) { ++numel; }); THLongTensor_resize2d(subscript, numel, tensor->nDimension); /* Second pass populates subscripts */ subscript_data = THLongTensor_data(subscript); TH_TENSOR_APPLY(real, tensor, if (*tensor_data != 0) { div = 1; for (dim = tensor->nDimension - 1; dim >= 0; dim--) { *(subscript_data + dim) = (i/div) % tensor->size[dim]; div *= tensor->size[dim]; } subscript_data += tensor->nDimension; } ++i;); } void THTensor_(indexSelect)(THTensor *tensor, THTensor *src, int dim, THLongTensor *index) { long i, numel; THLongStorage *newSize; THTensor *tSlice, *sSlice; long *index_data; real *tensor_data, *src_data; THArgCheck(index->nDimension == 1, 3, "Index is supposed to be a vector"); THArgCheck(dim < src->nDimension, 4,"Indexing dim %d is out of bounds of tensor", dim+1); THArgCheck(src->nDimension > 0,2,"Source tensor is empty"); numel = THLongTensor_nElement(index); newSize = THLongStorage_newWithSize(src->nDimension); THLongStorage_rawCopy(newSize,src->size); newSize->data[dim] = numel; THTensor_(resize)(tensor,newSize,NULL); THLongStorage_free(newSize); index = THLongTensor_newContiguous(index); index_data = THLongTensor_data(index); if (dim == 0 && THTensor_(isContiguous)(src) && THTensor_(isContiguous)(tensor)) { tensor_data = THTensor_(data)(tensor); src_data = THTensor_(data)(src); long rowsize = THTensor_(nElement)(src) / src->size[0]; // check that the indices are within range long max = src->size[0]; for (i=0; i<numel; i++) { if (index_data[i] < 1 || index_data[i] > max) { THLongTensor_free(index); THError("index out of range"); } } if (src->nDimension == 1) { #pragma omp parallel for if(numel > TH_OMP_OVERHEAD_THRESHOLD) private(i) for (i=0; i<numel; i++) tensor_data[i] = src_data[index_data[i]-1]; } else { #pragma omp parallel for if(numel*rowsize > TH_OMP_OVERHEAD_THRESHOLD) private(i) for (i=0; i<numel; i++) memcpy(tensor_data + i*rowsize, src_data + (index_data[i]-1)*rowsize, rowsize*sizeof(real)); } } else if (src->nDimension == 1) { for (i=0; i<numel; i++) THTensor_(set1d)(tensor,i,THTensor_(get1d)(src,index_data[i]-1)); } else { for (i=0; i<numel; i++) { tSlice = THTensor_(new)(); sSlice = THTensor_(new)(); THTensor_(select)(tSlice, tensor, dim, i); THTensor_(select)(sSlice, src, dim, index_data[i]-1); THTensor_(copy)(tSlice, sSlice); THTensor_(free)(tSlice); THTensor_(free)(sSlice); } } THLongTensor_free(index); } void THTensor_(indexCopy)(THTensor *tensor, int dim, THLongTensor *index, THTensor *src) { long i, numel; THTensor *tSlice, *sSlice; long *index_data; numel = THLongTensor_nElement(index); THArgCheck(index->nDimension == 1, 3, "Index is supposed to be a vector"); THArgCheck(dim < src->nDimension, 4,"Indexing dim %d is out of bounds of tensor", dim+1); THArgCheck(numel == src->size[dim],4,"Number of indices should be equal to source:size(dim)"); index = THLongTensor_newContiguous(index); index_data = THLongTensor_data(index); if (tensor->nDimension > 1 ) { tSlice = THTensor_(new)(); sSlice = THTensor_(new)(); for (i=0; i<numel; i++) { THTensor_(select)(tSlice, tensor, dim, index_data[i]-1); THTensor_(select)(sSlice, src, dim, i); THTensor_(copy)(tSlice, sSlice); } THTensor_(free)(tSlice); THTensor_(free)(sSlice); } else { for (i=0; i<numel; i++) { THTensor_(set1d)(tensor,index_data[i]-1,THTensor_(get1d)(src,i)); } } THLongTensor_free(index); } void THTensor_(indexAdd)(THTensor *tensor, int dim, THLongTensor *index, THTensor *src) { long i, numel; THTensor *tSlice, *sSlice; long *index_data; numel = THLongTensor_nElement(index); THArgCheck(index->nDimension == 1, 3, "Index is supposed to be a vector"); THArgCheck(dim < src->nDimension, 4,"Indexing dim %d is out of bounds of tensor", dim+1); THArgCheck(numel == src->size[dim],4,"Number of indices should be equal to source:size(dim)"); index = THLongTensor_newContiguous(index); index_data = THLongTensor_data(index); if (tensor->nDimension > 1 ) { tSlice = THTensor_(new)(); sSlice = THTensor_(new)(); for (i=0; i<numel; i++) { THTensor_(select)(tSlice, tensor, dim, index_data[i]-1); THTensor_(select)(sSlice, src, dim, i); THTensor_(cadd)(tSlice, tSlice, 1.0, sSlice); } THTensor_(free)(tSlice); THTensor_(free)(sSlice); } else { for (i=0; i<numel; i++) { THTensor_(set1d)(tensor,index_data[i]-1,THTensor_(get1d)(src,i) + THTensor_(get1d)(tensor,index_data[i]-1)); } } THLongTensor_free(index); } void THTensor_(indexFill)(THTensor *tensor, int dim, THLongTensor *index, real val) { long i, numel; THTensor *tSlice; long *index_data; numel = THLongTensor_nElement(index); THArgCheck(index->nDimension == 1, 3, "Index is supposed to be a vector"); THArgCheck(dim < tensor->nDimension, 4,"Indexing dim %d is out of bounds of tensor", dim+1); index = THLongTensor_newContiguous(index); index_data = THLongTensor_data(index); for (i=0; i<numel; i++) { if (tensor->nDimension > 1 ) { tSlice = THTensor_(new)(); THTensor_(select)(tSlice, tensor,dim,index_data[i]-1); THTensor_(fill)(tSlice, val); THTensor_(free)(tSlice); } else { THTensor_(set1d)(tensor,index_data[i]-1,val); } } THLongTensor_free(index); } void THTensor_(gather)(THTensor *tensor, THTensor *src, int dim, THLongTensor *index) { long elems_per_row, i, idx; THArgCheck(THTensor_(nDimension)(src) == THTensor_(nDimension)(tensor), 2, "Input tensor must have same dimensions as output tensor"); THArgCheck(dim < THTensor_(nDimension)(tensor), 3, "Index dimension is out of bounds"); THArgCheck(THLongTensor_nDimension(index) == THTensor_(nDimension)(src), 4, "Index tensor must have same dimensions as input tensor"); elems_per_row = THLongTensor_size(index, dim); TH_TENSOR_DIM_APPLY3(real, tensor, real, src, long, index, dim, for (i = 0; i < elems_per_row; ++i) { idx = *(index_data + i*index_stride); if (idx < 1 || idx > src_size) { THFree(TH_TENSOR_DIM_APPLY_counter); THError("Invalid index in gather"); } *(tensor_data + i*tensor_stride) = src_data[(idx - 1) * src_stride]; }) } void THTensor_(scatter)(THTensor *tensor, int dim, THLongTensor *index, THTensor *src) { long elems_per_row, i, idx; THArgCheck(dim < THTensor_(nDimension)(tensor), 2, "Index dimension is out of bounds"); THArgCheck(THLongTensor_nDimension(index) == THTensor_(nDimension)(tensor), 3, "Index tensor must have same dimensions as output tensor"); THArgCheck(THTensor_(nDimension)(src) == THTensor_(nDimension)(tensor), 4, "Input tensor must have same dimensions as output tensor"); elems_per_row = THLongTensor_size(index, dim); TH_TENSOR_DIM_APPLY3(real, tensor, real, src, long, index, dim, for (i = 0; i < elems_per_row; ++i) { idx = *(index_data + i*index_stride); if (idx < 1 || idx > tensor_size) { THFree(TH_TENSOR_DIM_APPLY_counter); THError("Invalid index in scatter"); } tensor_data[(idx - 1) * tensor_stride] = *(src_data + i*src_stride); }) } void THTensor_(scatterFill)(THTensor *tensor, int dim, THLongTensor *index, real val) { long elems_per_row, i, idx; THArgCheck(dim < THTensor_(nDimension)(tensor), 2, "Index dimension is out of bounds"); THArgCheck(THLongTensor_nDimension(index) == THTensor_(nDimension)(tensor), 3, "Index tensor must have same dimensions as output tensor"); elems_per_row = THLongTensor_size(index, dim); TH_TENSOR_DIM_APPLY2(real, tensor, long, index, dim, for (i = 0; i < elems_per_row; ++i) { idx = *(index_data + i*index_stride); if (idx < 1 || idx > tensor_size) { THFree(TH_TENSOR_DIM_APPLY_counter); THError("Invalid index in scatter"); } tensor_data[(idx - 1) * tensor_stride] = val; }) } accreal THTensor_(dot)(THTensor *tensor, THTensor *src) { accreal sum = 0; /* we use a trick here. careful with that. */ TH_TENSOR_APPLY2(real, tensor, real, src, long sz = (tensor_size-tensor_i < src_size-src_i ? tensor_size-tensor_i : src_size-src_i); sum += THBlas_(dot)(sz, src_data, src_stride, tensor_data, tensor_stride); tensor_i += sz; src_i += sz; tensor_data += sz*tensor_stride; src_data += sz*src_stride; break;); return sum; } #if defined(TH_REAL_IS_FLOAT) || defined(TH_REAL_IS_DOUBLE) #define th_isnan(val) \ if (isnan(value)) break; #else #define th_isnan(val) #endif real THTensor_(minall)(THTensor *tensor) { real theMin; real value; THArgCheck(tensor->nDimension > 0, 1, "tensor must have one dimension"); theMin = THTensor_(data)(tensor)[0]; TH_TENSOR_APPLY(real, tensor, value = *tensor_data; /* This is not the same as value<theMin in the case of NaNs */ if(!(value >= theMin)) { theMin = value; th_isnan(value) }); return theMin; } real THTensor_(maxall)(THTensor *tensor) { real theMax; real value; THArgCheck(tensor->nDimension > 0, 1, "tensor must have one dimension"); theMax = THTensor_(data)(tensor)[0]; TH_TENSOR_APPLY(real, tensor, value = *tensor_data; /* This is not the same as value>theMax in the case of NaNs */ if(!(value <= theMax)) { theMax = value; th_isnan(value) }); return theMax; } accreal THTensor_(sumall)(THTensor *tensor) { accreal sum = 0; TH_TENSOR_APPLY(real, tensor, sum += *tensor_data;); return sum; } accreal THTensor_(prodall)(THTensor *tensor) { accreal prod = 1; TH_TENSOR_APPLY(real, tensor, prod *= *tensor_data;); return prod; } void THTensor_(add)(THTensor *r_, THTensor *t, real value) { THTensor_(resizeAs)(r_, t); if (THTensor_(isContiguous)(r_) && THTensor_(isContiguous)(t) && THTensor_(nElement)(r_) == THTensor_(nElement)(t)) { real *tp = THTensor_(data)(t); real *rp = THTensor_(data)(r_); long sz = THTensor_(nElement)(t); long i; #pragma omp parallel for if(sz > TH_OMP_OVERHEAD_THRESHOLD) private(i) for (i=0; i<sz; i++) rp[i] = tp[i] + value; } else { TH_TENSOR_APPLY2(real, r_, real, t, *r__data = *t_data + value;); } } void THTensor_(sub)(THTensor *r_, THTensor *t, real value) { THTensor_(add)(r_, t, -value); } void THTensor_(mul)(THTensor *r_, THTensor *t, real value) { THTensor_(resizeAs)(r_, t); if (THTensor_(isContiguous)(r_) && THTensor_(isContiguous)(t) && THTensor_(nElement)(r_) == THTensor_(nElement)(t)) { real *tp = THTensor_(data)(t); real *rp = THTensor_(data)(r_); long sz = THTensor_(nElement)(t); long i; #pragma omp parallel for if(sz > TH_OMP_OVERHEAD_THRESHOLD) private(i) for (i=0; i<sz; i++) rp[i] = tp[i] * value; } else { TH_TENSOR_APPLY2(real, r_, real, t, *r__data = *t_data * value;); } } void THTensor_(div)(THTensor *r_, THTensor *t, real value) { THTensor_(resizeAs)(r_, t); if (THTensor_(isContiguous)(r_) && THTensor_(isContiguous)(t) && THTensor_(nElement)(r_) == THTensor_(nElement)(t)) { real *tp = THTensor_(data)(t); real *rp = THTensor_(data)(r_); long sz = THTensor_(nElement)(t); long i; #pragma omp parallel for if(sz > TH_OMP_OVERHEAD_THRESHOLD) private(i) for (i=0; i<sz; i++) rp[i] = tp[i] / value; } else { TH_TENSOR_APPLY2(real, r_, real, t, *r__data = *t_data / value;); } } void THTensor_(fmod)(THTensor *r_, THTensor *t, real value) { THTensor_(resizeAs)(r_, t); if (THTensor_(isContiguous)(r_) && THTensor_(isContiguous)(t) && THTensor_(nElement)(r_) == THTensor_(nElement)(t)) { real *tp = THTensor_(data)(t); real *rp = THTensor_(data)(r_); long sz = THTensor_(nElement)(t); long i; #pragma omp parallel for if(sz > TH_OMP_OVERHEAD_THRESHOLD) private(i) for (i=0; i<sz; i++) rp[i] = fmod(tp[i], value); } else { TH_TENSOR_APPLY2(real, r_, real, t, *r__data = fmod(*t_data, value);); } } void THTensor_(remainder)(THTensor *r_, THTensor *t, real value) { THTensor_(resizeAs)(r_, t); if (THTensor_(isContiguous)(r_) && THTensor_(isContiguous)(t) && THTensor_(nElement)(r_) == THTensor_(nElement)(t)) { real *tp = THTensor_(data)(t); real *rp = THTensor_(data)(r_); long sz = THTensor_(nElement)(t); long i; #pragma omp parallel for if(sz > TH_OMP_OVERHEAD_THRESHOLD) private(i) for (i=0; i<sz; i++) rp[i] = (value == 0)? NAN : tp[i] - value * floor(tp[i] / value); } else { TH_TENSOR_APPLY2(real, r_, real, t, *r__data = (value == 0)? NAN : *t_data - value * floor(*t_data / value);); } } void THTensor_(clamp)(THTensor *r_, THTensor *t, real min_value, real max_value) { THTensor_(resizeAs)(r_, t); if (THTensor_(isContiguous)(r_) && THTensor_(isContiguous)(t) && THTensor_(nElement)(r_) == THTensor_(nElement)(t)) { real *tp = THTensor_(data)(t); real *rp = THTensor_(data)(r_); real t_val; long sz = THTensor_(nElement)(t); long i; #pragma omp parallel for if(sz > TH_OMP_OVERHEAD_THRESHOLD) private(i) for (i=0; i<sz; i++) rp[i] = (tp[i] < min_value) ? min_value : (tp[i] > max_value ? max_value : tp[i]); } else { TH_TENSOR_APPLY2(real, r_, real, t, *r__data = (*t_data < min_value) ? min_value : (*t_data > max_value ? max_value : *t_data);); } } void THTensor_(cadd)(THTensor *r_, THTensor *t, real value, THTensor *src) { THTensor_(resizeAs)(r_, t); if (THTensor_(isContiguous)(r_) && THTensor_(isContiguous)(t) && THTensor_(isContiguous)(src) && THTensor_(nElement)(r_) == THTensor_(nElement)(src)) { if(r_ == t) { THBlas_(axpy)(THTensor_(nElement)(t), value, THTensor_(data)(src), 1, THTensor_(data)(r_), 1); } else { real *tp = THTensor_(data)(t); real *sp = THTensor_(data)(src); real *rp = THTensor_(data)(r_); long sz = THTensor_(nElement)(t); long i; #pragma omp parallel for if(sz > TH_OMP_OVERHEAD_THRESHOLD) private(i) for (i=0; i< sz; i++) rp[i] = tp[i] + value * sp[i]; } } else { TH_TENSOR_APPLY3(real, r_, real, t, real, src, *r__data = *t_data + value * *src_data;); } } void THTensor_(csub)(THTensor *r_, THTensor *t, real value,THTensor *src) { THTensor_(cadd)(r_, t, -value, src); } void THTensor_(cmul)(THTensor *r_, THTensor *t, THTensor *src) { THTensor_(resizeAs)(r_, t); if (THTensor_(isContiguous)(r_) && THTensor_(isContiguous)(t) && THTensor_(isContiguous)(src) && THTensor_(nElement)(r_) == THTensor_(nElement)(src)) { real *tp = THTensor_(data)(t); real *sp = THTensor_(data)(src); real *rp = THTensor_(data)(r_); long sz = THTensor_(nElement)(t); long i; #pragma omp parallel for if(sz > TH_OMP_OVERHEAD_THRESHOLD) private(i) for (i=0; i<sz; i++) rp[i] = tp[i] * sp[i]; } else { TH_TENSOR_APPLY3(real, r_, real, t, real, src, *r__data = *t_data * *src_data;); } } void THTensor_(cpow)(THTensor *r_, THTensor *t, THTensor *src) { THTensor_(resizeAs)(r_, t); if (THTensor_(isContiguous)(r_) && THTensor_(isContiguous)(t) && THTensor_(isContiguous)(src) && THTensor_(nElement)(r_) == THTensor_(nElement)(src)) { real *tp = THTensor_(data)(t); real *sp = THTensor_(data)(src); real *rp = THTensor_(data)(r_); long sz = THTensor_(nElement)(t); long i; #pragma omp parallel for if(sz > TH_OMP_OVERHEAD_THRESHOLD) private(i) for (i=0; i<sz; i++) rp[i] = pow(tp[i], sp[i]); } else { TH_TENSOR_APPLY3(real, r_, real, t, real, src, *r__data = pow(*t_data, *src_data);); } } void THTensor_(cdiv)(THTensor *r_, THTensor *t, THTensor *src) { THTensor_(resizeAs)(r_, t); if (THTensor_(isContiguous)(r_) && THTensor_(isContiguous)(t) && THTensor_(isContiguous)(src) && THTensor_(nElement)(r_) == THTensor_(nElement)(src)) { real *tp = THTensor_(data)(t); real *sp = THTensor_(data)(src); real *rp = THTensor_(data)(r_); long sz = THTensor_(nElement)(t); long i; #pragma omp parallel for if(sz > TH_OMP_OVERHEAD_THRESHOLD) private(i) for (i=0; i<sz; i++) rp[i] = tp[i] / sp[i]; } else { TH_TENSOR_APPLY3(real, r_, real, t, real, src, *r__data = *t_data / *src_data;); } } void THTensor_(cfmod)(THTensor *r_, THTensor *t, THTensor *src) { THTensor_(resizeAs)(r_, t); if (THTensor_(isContiguous)(r_) && THTensor_(isContiguous)(t) && THTensor_(isContiguous)(src) && THTensor_(nElement)(r_) == THTensor_(nElement)(src)) { real *tp = THTensor_(data)(t); real *sp = THTensor_(data)(src); real *rp = THTensor_(data)(r_); long sz = THTensor_(nElement)(t); long i; #pragma omp parallel for if(sz > TH_OMP_OVERHEAD_THRESHOLD) private(i) for (i=0; i<sz; i++) rp[i] = fmod(tp[i], sp[i]); } else { TH_TENSOR_APPLY3(real, r_, real, t, real, src, *r__data = fmod(*t_data, *src_data);); } } void THTensor_(cremainder)(THTensor *r_, THTensor *t, THTensor *src) { THTensor_(resizeAs)(r_, t); if (THTensor_(isContiguous)(r_) && THTensor_(isContiguous)(t) && THTensor_(isContiguous)(src) && THTensor_(nElement)(r_) == THTensor_(nElement)(src)) { real *tp = THTensor_(data)(t); real *sp = THTensor_(data)(src); real *rp = THTensor_(data)(r_); long sz = THTensor_(nElement)(t); long i; #pragma omp parallel for if(sz > TH_OMP_OVERHEAD_THRESHOLD) private(i) for (i=0; i<sz; i++) rp[i] = (sp[i] == 0)? NAN : tp[i] - sp[i] * floor(tp[i] / sp[i]); } else { TH_TENSOR_APPLY3(real, r_, real, t, real, src, *r__data = (*src_data == 0)? NAN : *t_data - *src_data * floor(*t_data / *src_data);); } } void THTensor_(tpow)(THTensor *r_, real value, THTensor *t) { THTensor_(resizeAs)(r_, t); if (THTensor_(isContiguous)(r_) && THTensor_(isContiguous)(t) && THTensor_(nElement)(r_) == THTensor_(nElement)(t)) { real *tp = THTensor_(data)(t); real *rp = THTensor_(data)(r_); long sz = THTensor_(nElement)(t); long i; #pragma omp parallel for if(sz > TH_OMP_OVERHEAD_THRESHOLD) private(i) for (i=0; i<sz; i++) rp[i] = pow(value, tp[i]); } else { TH_TENSOR_APPLY2(real, r_, real, t, *r__data = pow(value, *t_data);); } } void THTensor_(addcmul)(THTensor *r_, THTensor *t, real value, THTensor *src1, THTensor *src2) { if(r_ != t) { THTensor_(resizeAs)(r_, t); THTensor_(copy)(r_, t); } TH_TENSOR_APPLY3(real, r_, real, src1, real, src2, *r__data += value * *src1_data * *src2_data;); } void THTensor_(addcdiv)(THTensor *r_, THTensor *t, real value, THTensor *src1, THTensor *src2) { if(r_ != t) { THTensor_(resizeAs)(r_, t); THTensor_(copy)(r_, t); } TH_TENSOR_APPLY3(real, r_, real, src1, real, src2, *r__data += value * *src1_data / *src2_data;); } void THTensor_(addmv)(THTensor *r_, real beta, THTensor *t, real alpha, THTensor *mat, THTensor *vec) { if( (mat->nDimension != 2) || (vec->nDimension != 1) ) THError("matrix and vector expected, got %dD, %dD", mat->nDimension, vec->nDimension); if( mat->size[1] != vec->size[0] ) { THDescBuff bm = THTensor_(sizeDesc)(mat); THDescBuff bv = THTensor_(sizeDesc)(vec); THError("size mismatch, %s, %s", bm.str, bv.str); } if(t->nDimension != 1) THError("vector expected, got t: %dD", t->nDimension); if(t->size[0] != mat->size[0]) { THDescBuff bt = THTensor_(sizeDesc)(t); THDescBuff bm = THTensor_(sizeDesc)(mat); THError("size mismatch, t: %s, mat: %s", bt.str, bm.str); } if(r_ != t) { THTensor_(resizeAs)(r_, t); THTensor_(copy)(r_, t); } if(mat->stride[0] == 1) { THBlas_(gemv)('n', mat->size[0], mat->size[1], alpha, THTensor_(data)(mat), mat->stride[1], THTensor_(data)(vec), vec->stride[0], beta, THTensor_(data)(r_), r_->stride[0]); } else if(mat->stride[1] == 1) { THBlas_(gemv)('t', mat->size[1], mat->size[0], alpha, THTensor_(data)(mat), mat->stride[0], THTensor_(data)(vec), vec->stride[0], beta, THTensor_(data)(r_), r_->stride[0]); } else { THTensor *cmat = THTensor_(newContiguous)(mat); THBlas_(gemv)('t', mat->size[1], mat->size[0], alpha, THTensor_(data)(cmat), cmat->stride[0], THTensor_(data)(vec), vec->stride[0], beta, THTensor_(data)(r_), r_->stride[0]); THTensor_(free)(cmat); } } void THTensor_(match)(THTensor *r_, THTensor *m1, THTensor *m2, real gain) { long N1 = m1->size[0]; long N2 = m2->size[0]; long dim; real *m1_p; real *m2_p; real *r_p; long i; THTensor_(resize2d)(r_, N1, N2); m1 = THTensor_(newContiguous)(m1); m2 = THTensor_(newContiguous)(m2); THTensor_(resize2d)(m1, N1, THTensor_(nElement)(m1) / N1); THTensor_(resize2d)(m2, N2, THTensor_(nElement)(m2) / N2); dim = m1->size[1]; THArgCheck(m1->size[1] == m2->size[1], 3, "m1 and m2 must have the same inner vector dim"); m1_p = THTensor_(data)(m1); m2_p = THTensor_(data)(m2); r_p = THTensor_(data)(r_); #pragma omp parallel for private(i) for (i=0; i<N1; i++) { long j,k; for (j=0; j<N2; j++) { real sum = 0; for (k=0; k<dim; k++) { real term = m1_p[ i*dim + k ] - m2_p[ j*dim + k ]; sum += term*term; } r_p[ i*N2 + j ] = gain * sum; } } THTensor_(free)(m1); THTensor_(free)(m2); } void THTensor_(addmm)(THTensor *r_, real beta, THTensor *t, real alpha, THTensor *m1, THTensor *m2) { char transpose_r, transpose_m1, transpose_m2; THTensor *r__, *m1_, *m2_; if( (m1->nDimension != 2) || (m2->nDimension != 2)) THError("matrices expected, got %dD, %dD tensors", m1->nDimension, m2->nDimension); if(m1->size[1] != m2->size[0]) { THDescBuff bm1 = THTensor_(sizeDesc)(m1); THDescBuff bm2 = THTensor_(sizeDesc)(m2); THError("size mismatch, m1: %s, m2: %s", bm1.str, bm2.str); } if( t->nDimension != 2 ) THError("matrix expected, got %dD tensor for t", t->nDimension); if( (t->size[0] != m1->size[0]) || (t->size[1] != m2->size[1]) ) { THDescBuff bt = THTensor_(sizeDesc)(t); THDescBuff bm1 = THTensor_(sizeDesc)(m1); THDescBuff bm2 = THTensor_(sizeDesc)(m2); THError("size mismatch, t: %s, m1: %s, m2: %s", bt.str, bm1.str, bm2.str); } if(t != r_) { THTensor_(resizeAs)(r_, t); THTensor_(copy)(r_, t); } /* printf("%ldx%ld = %ldx%ld X %ldx%ld\n", r_->size[0], r_->size[1], m1->size[0], m1->size[1], m2->size[0], m2->size[1]); */ /* r_ */ if(r_->stride[0] == 1 && r_->stride[1] != 0) { transpose_r = 'n'; r__ = r_; } else if(r_->stride[1] == 1 && r_->stride[0] != 0) { THTensor *swap = m2; m2 = m1; m1 = swap; transpose_r = 't'; r__ = r_; } else { transpose_r = 'n'; THTensor *transp_r_ = THTensor_(newTranspose)(r_, 0, 1); r__ = THTensor_(newClone)(transp_r_); THTensor_(free)(transp_r_); THTensor_(transpose)(r__, NULL, 0, 1); } /* m1 */ if(m1->stride[(transpose_r == 'n' ? 0 : 1)] == 1 && m1->stride[(transpose_r == 'n' ? 1 : 0)] != 0) { transpose_m1 = 'n'; m1_ = m1; } else if(m1->stride[(transpose_r == 'n' ? 1 : 0)] == 1 && m1->stride[(transpose_r == 'n' ? 0 : 1)] != 0) { transpose_m1 = 't'; m1_ = m1; } else { transpose_m1 = (transpose_r == 'n' ? 't' : 'n'); m1_ = THTensor_(newContiguous)(m1); } /* m2 */ if(m2->stride[(transpose_r == 'n' ? 0 : 1)] == 1 && m2->stride[(transpose_r == 'n' ? 1 : 0)] != 0) { transpose_m2 = 'n'; m2_ = m2; } else if(m2->stride[(transpose_r == 'n' ? 1 : 0)] == 1 && m2->stride[(transpose_r == 'n' ? 0 : 1)] != 0) { transpose_m2 = 't'; m2_ = m2; } else { transpose_m2 = (transpose_r == 'n' ? 't' : 'n'); m2_ = THTensor_(newContiguous)(m2); } /* do the operation */ THBlas_(gemm)(transpose_m1, transpose_m2, r__->size[(transpose_r == 'n' ? 0 : 1)], r__->size[(transpose_r == 'n' ? 1 : 0)], m1_->size[(transpose_r == 'n' ? 1 : 0)], alpha, THTensor_(data)(m1_), (transpose_m1 == 'n' ? m1_->stride[(transpose_r == 'n' ? 1 : 0)] : m1_->stride[(transpose_r == 'n' ? 0 : 1)]), THTensor_(data)(m2_), (transpose_m2 == 'n' ? m2_->stride[(transpose_r == 'n' ? 1 : 0)] : m2_->stride[(transpose_r == 'n' ? 0 : 1)]), beta, THTensor_(data)(r__), r__->stride[(transpose_r == 'n' ? 1 : 0)]); /* free intermediate variables */ if(m1_ != m1) THTensor_(free)(m1_); if(m2_ != m2) THTensor_(free)(m2_); if(r__ != r_) THTensor_(freeCopyTo)(r__, r_); } void THTensor_(addr)(THTensor *r_, real beta, THTensor *t, real alpha, THTensor *vec1, THTensor *vec2) { if( (vec1->nDimension != 1) || (vec2->nDimension != 1) ) THError("vector and vector expected, got %dD, %dD tensors", vec1->nDimension, vec2->nDimension); if(t->nDimension != 2) THError("expected matrix, got %dD tensor for t", t->nDimension); if( (t->size[0] != vec1->size[0]) || (t->size[1] != vec2->size[0]) ) { THDescBuff bt = THTensor_(sizeDesc)(t); THDescBuff bv1 = THTensor_(sizeDesc)(vec1); THDescBuff bv2 = THTensor_(sizeDesc)(vec2); THError("size mismatch, t: %s, vec1: %s, vec2: %s", bt.str, bv1.str, bv2.str); } if(r_ != t) { THTensor_(resizeAs)(r_, t); THTensor_(copy)(r_, t); } if(beta != 1) THTensor_(mul)(r_, r_, beta); if(r_->stride[0] == 1) { THBlas_(ger)(vec1->size[0], vec2->size[0], alpha, THTensor_(data)(vec1), vec1->stride[0], THTensor_(data)(vec2), vec2->stride[0], THTensor_(data)(r_), r_->stride[1]); } else if(r_->stride[1] == 1) { THBlas_(ger)(vec2->size[0], vec1->size[0], alpha, THTensor_(data)(vec2), vec2->stride[0], THTensor_(data)(vec1), vec1->stride[0], THTensor_(data)(r_), r_->stride[0]); } else { THTensor *cr = THTensor_(newClone)(r_); THBlas_(ger)(vec2->size[0], vec1->size[0], alpha, THTensor_(data)(vec2), vec2->stride[0], THTensor_(data)(vec1), vec1->stride[0], THTensor_(data)(cr), cr->stride[0]); THTensor_(freeCopyTo)(cr, r_); } } void THTensor_(addbmm)(THTensor *result, real beta, THTensor *t, real alpha, THTensor *batch1, THTensor *batch2) { long batch; THArgCheck(THTensor_(nDimension)(batch1) == 3, 1, "expected 3D tensor"); THArgCheck(THTensor_(nDimension)(batch2) == 3, 2, "expected 3D tensor"); THArgCheck(THTensor_(size)(batch1, 0) == THTensor_(size)(batch2, 0), 2, "equal number of batches expected, got %d, %d", THTensor_(size)(batch1, 0), THTensor_(size)(batch2, 0)); THArgCheck(THTensor_(size)(batch1, 2) == THTensor_(size)(batch2, 1), 2, "wrong matrix size, batch1: %dx%d, batch2: %dx%d", THTensor_(size)(batch1, 1), THTensor_(size)(batch1,2), THTensor_(size)(batch2, 1), THTensor_(size)(batch2,2)); long dim1 = THTensor_(size)(batch1, 1); long dim2 = THTensor_(size)(batch2, 2); THArgCheck(THTensor_(size)(t, 0) == dim1, 1, "output tensor of incorrect size"); THArgCheck(THTensor_(size)(t, 1) == dim2, 1, "output tensor of incorrect size"); if (t != result) { THTensor_(resizeAs)(result, t); THTensor_(copy)(result, t); } THTensor *matrix1 = THTensor_(new)(); THTensor *matrix2 = THTensor_(new)(); for (batch = 0; batch < THTensor_(size)(batch1, 0); ++batch) { THTensor_(select)(matrix1, batch1, 0, batch); THTensor_(select)(matrix2, batch2, 0, batch); THTensor_(addmm)(result, beta, result, alpha, matrix1, matrix2); beta = 1; // accumulate output once } THTensor_(free)(matrix1); THTensor_(free)(matrix2); } void THTensor_(baddbmm)(THTensor *result, real beta, THTensor *t, real alpha, THTensor *batch1, THTensor *batch2) { long batch; THArgCheck(THTensor_(nDimension)(batch1) == 3, 1, "expected 3D tensor, got %dD", THTensor_(nDimension)(batch1)); THArgCheck(THTensor_(nDimension)(batch2) == 3, 2, "expected 3D tensor, got %dD", THTensor_(nDimension)(batch2)); THArgCheck(THTensor_(size)(batch1, 0) == THTensor_(size)(batch2, 0), 2, "equal number of batches expected, got %d, %d", THTensor_(size)(batch1, 0), THTensor_(size)(batch2, 0)); THArgCheck(THTensor_(size)(batch1, 2) == THTensor_(size)(batch2, 1), 2, "wrong matrix size, batch1: %dx%d, batch2: %dx%d", THTensor_(size)(batch1, 1), THTensor_(size)(batch1, 2), THTensor_(size)(batch2, 1), THTensor_(size)(batch2, 2)); long bs = THTensor_(size)(batch1, 0); long dim1 = THTensor_(size)(batch1, 1); long dim2 = THTensor_(size)(batch2, 2); THArgCheck(THTensor_(size)(t, 0) == bs, 1, "output tensor of incorrect size"); THArgCheck(THTensor_(size)(t, 1) == dim1, 1, "output tensor of incorrect size"); THArgCheck(THTensor_(size)(t, 2) == dim2, 1, "output tensor of incorrect size"); if (t != result) { THTensor_(resizeAs)(result, t); THTensor_(copy)(result, t); } THTensor *matrix1 = THTensor_(new)(); THTensor *matrix2 = THTensor_(new)(); THTensor *result_matrix = THTensor_(new)(); for (batch = 0; batch < THTensor_(size)(batch1, 0); ++batch) { THTensor_(select)(matrix1, batch1, 0, batch); THTensor_(select)(matrix2, batch2, 0, batch); THTensor_(select)(result_matrix, result, 0, batch); THTensor_(addmm)(result_matrix, beta, result_matrix, alpha, matrix1, matrix2); } THTensor_(free)(matrix1); THTensor_(free)(matrix2); THTensor_(free)(result_matrix); } long THTensor_(numel)(THTensor *t) { return THTensor_(nElement)(t); } void THTensor_(max)(THTensor *values_, THLongTensor *indices_, THTensor *t, int dimension) { THLongStorage *dim; real theMax; real value; long theIndex; long i; THArgCheck(dimension >= 0 && dimension < THTensor_(nDimension)(t), 2, "dimension %d out of range", dimension+1); dim = THTensor_(newSizeOf)(t); THLongStorage_set(dim, dimension, 1); THTensor_(resize)(values_, dim, NULL); THLongTensor_resize(indices_, dim, NULL); THLongStorage_free(dim); TH_TENSOR_DIM_APPLY3(real, t, real, values_, long, indices_, dimension, theMax = t_data[0]; theIndex = 0; for(i = 0; i < t_size; i++) { value = t_data[i*t_stride]; /* This is not the same as value>theMax in the case of NaNs */ if(!(value <= theMax)) { theIndex = i; theMax = value; th_isnan(value) } } *indices__data = theIndex; *values__data = theMax;); } void THTensor_(min)(THTensor *values_, THLongTensor *indices_, THTensor *t, int dimension) { THLongStorage *dim; real theMin; real value; long theIndex; long i; THArgCheck(dimension >= 0 && dimension < THTensor_(nDimension)(t), 2, "dimension %d out of range", dimension+1); dim = THTensor_(newSizeOf)(t); THLongStorage_set(dim, dimension, 1); THTensor_(resize)(values_, dim, NULL); THLongTensor_resize(indices_, dim, NULL); THLongStorage_free(dim); TH_TENSOR_DIM_APPLY3(real, t, real, values_, long, indices_, dimension, theMin = t_data[0]; theIndex = 0; for(i = 0; i < t_size; i++) { value = t_data[i*t_stride]; /* This is not the same as value<theMin in the case of NaNs */ if(!(value >= theMin)) { theIndex = i; theMin = value; th_isnan(value) } } *indices__data = theIndex; *values__data = theMin;); } void THTensor_(sum)(THTensor *r_, THTensor *t, int dimension) { THLongStorage *dim; THArgCheck(dimension >= 0 && dimension < THTensor_(nDimension)(t), 2, "dimension %d out of range", dimension+1); dim = THTensor_(newSizeOf)(t); THLongStorage_set(dim, dimension, 1); THTensor_(resize)(r_, dim, NULL); THLongStorage_free(dim); TH_TENSOR_DIM_APPLY2(real, t, real, r_, dimension, accreal sum = 0; long i; for(i = 0; i < t_size; i++) sum += t_data[i*t_stride]; *r__data = (real)sum;); } void THTensor_(prod)(THTensor *r_, THTensor *t, int dimension) { THLongStorage *dim; THArgCheck(dimension >= 0 && dimension < THTensor_(nDimension)(t), 2, "dimension %d out of range", dimension+1); dim = THTensor_(newSizeOf)(t); THLongStorage_set(dim, dimension, 1); THTensor_(resize)(r_, dim, NULL); THLongStorage_free(dim); TH_TENSOR_DIM_APPLY2(real, t, real, r_, dimension, accreal prod = 1; long i; for(i = 0; i < t_size; i++) prod *= t_data[i*t_stride]; *r__data = (real)prod;); } void THTensor_(cumsum)(THTensor *r_, THTensor *t, int dimension) { THArgCheck(dimension >= 0 && dimension < THTensor_(nDimension)(t), 2, "dimension %d out of range", dimension+1); THTensor_(resizeAs)(r_, t); TH_TENSOR_DIM_APPLY2(real, t, real, r_, dimension, accreal cumsum = 0; long i; for(i = 0; i < t_size; i++) { cumsum += t_data[i*t_stride]; r__data[i*r__stride] = (real)cumsum; }); } void THTensor_(cumprod)(THTensor *r_, THTensor *t, int dimension) { THArgCheck(dimension >= 0 && dimension < THTensor_(nDimension)(t), 2, "dimension %d out of range", dimension+1); THTensor_(resizeAs)(r_, t); TH_TENSOR_DIM_APPLY2(real, t, real, r_, dimension, accreal cumprod = 1; long i; for(i = 0; i < t_size; i++) { cumprod *= t_data[i*t_stride]; r__data[i*r__stride] = (real)cumprod; }); } void THTensor_(sign)(THTensor *r_, THTensor *t) { THTensor_(resizeAs)(r_, t); #if defined (TH_REAL_IS_BYTE) TH_TENSOR_APPLY2(real, r_, real, t, if (*t_data > 0) *r__data = 1; else *r__data = 0;); #else TH_TENSOR_APPLY2(real, r_, real, t, if (*t_data > 0) *r__data = 1; else if (*t_data < 0) *r__data = -1; else *r__data = 0;); #endif } accreal THTensor_(trace)(THTensor *t) { real *t_data = THTensor_(data)(t); accreal sum = 0; long i = 0; long t_stride_0, t_stride_1, t_diag_size; THArgCheck(THTensor_(nDimension)(t) == 2, 1, "expected a matrix"); t_stride_0 = THTensor_(stride)(t, 0); t_stride_1 = THTensor_(stride)(t, 1); t_diag_size = THMin(THTensor_(size)(t, 0), THTensor_(size)(t, 1)); while(i < t_diag_size) { sum += t_data[i*(t_stride_0+t_stride_1)]; i++; } return sum; } void THTensor_(cross)(THTensor *r_, THTensor *a, THTensor *b, int dimension) { int i; if(THTensor_(nDimension)(a) != THTensor_(nDimension)(b)) THError("inconsistent tensor dimension %dD, %dD", THTensor_(nDimension)(a), THTensor_(nDimension)(b)); for(i = 0; i < THTensor_(nDimension)(a); i++) { if(THTensor_(size)(a, i) != THTensor_(size)(b, i)) { THDescBuff ba = THTensor_(sizeDesc)(a); THDescBuff bb = THTensor_(sizeDesc)(b); THError("inconsistent tensor sizes %s, %s", ba.str, bb.str); } } if(dimension < 0) { for(i = 0; i < THTensor_(nDimension)(a); i++) { if(THTensor_(size)(a, i) == 3) { dimension = i; break; } } if(dimension < 0) { THDescBuff ba = THTensor_(sizeDesc)(a); THError("no dimension of size 3 in a: %s", ba.str); } } THArgCheck(dimension >= 0 && dimension < THTensor_(nDimension)(a), 3, "dimension %d out of range", dimension+1); THArgCheck(THTensor_(size)(a, dimension) == 3, 3, "dimension %d does not have size 3", dimension+1); THTensor_(resizeAs)(r_, a); TH_TENSOR_DIM_APPLY3(real, a, real, b, real, r_, dimension, r__data[0*r__stride] = a_data[1*a_stride]*b_data[2*b_stride] - a_data[2*a_stride]*b_data[1*b_stride]; r__data[1*r__stride] = a_data[2*a_stride]*b_data[0*b_stride] - a_data[0*a_stride]*b_data[2*b_stride]; r__data[2*r__stride] = a_data[0*a_stride]*b_data[1*b_stride] - a_data[1*a_stride]*b_data[0*b_stride];); } void THTensor_(cmax)(THTensor *r, THTensor *t, THTensor *src) { THTensor_(resizeAs)(r, t); TH_TENSOR_APPLY3(real, r, real, t, real, src, *r_data = *t_data > *src_data ? *t_data : *src_data;); } void THTensor_(cmin)(THTensor *r, THTensor *t, THTensor *src) { THTensor_(resizeAs)(r, t); TH_TENSOR_APPLY3(real, r, real, t, real, src, *r_data = *t_data < *src_data ? *t_data : *src_data;); } void THTensor_(cmaxValue)(THTensor *r, THTensor *t, real value) { THTensor_(resizeAs)(r, t); TH_TENSOR_APPLY2(real, r, real, t, *r_data = *t_data > value ? *t_data : value;); } void THTensor_(cminValue)(THTensor *r, THTensor *t, real value) { THTensor_(resizeAs)(r, t); TH_TENSOR_APPLY2(real, r, real, t, *r_data = *t_data < value ? *t_data : value;); } void THTensor_(zeros)(THTensor *r_, THLongStorage *size) { THTensor_(resize)(r_, size, NULL); THTensor_(zero)(r_); } void THTensor_(ones)(THTensor *r_, THLongStorage *size) { THTensor_(resize)(r_, size, NULL); THTensor_(fill)(r_, 1); } void THTensor_(diag)(THTensor *r_, THTensor *t, int k) { THArgCheck(THTensor_(nDimension)(t) == 1 || THTensor_(nDimension)(t) == 2, 1, "matrix or a vector expected"); if(THTensor_(nDimension)(t) == 1) { real *t_data = THTensor_(data)(t); long t_stride_0 = THTensor_(stride)(t, 0); long t_size = THTensor_(size)(t, 0); long sz = t_size + (k >= 0 ? k : -k); real *r__data; long r__stride_0; long r__stride_1; long i; THTensor_(resize2d)(r_, sz, sz); THTensor_(zero)(r_); r__data = THTensor_(data)(r_); r__stride_0 = THTensor_(stride)(r_, 0); r__stride_1 = THTensor_(stride)(r_, 1); r__data += (k >= 0 ? k*r__stride_1 : -k*r__stride_0); for(i = 0; i < t_size; i++) r__data[i*(r__stride_0+r__stride_1)] = t_data[i*t_stride_0]; } else { real *t_data = THTensor_(data)(t); long t_stride_0 = THTensor_(stride)(t, 0); long t_stride_1 = THTensor_(stride)(t, 1); long sz; real *r__data; long r__stride_0; long i; if(k >= 0) sz = THMin(THTensor_(size)(t, 0), THTensor_(size)(t, 1)-k); else sz = THMin(THTensor_(size)(t, 0)+k, THTensor_(size)(t, 1)); THTensor_(resize1d)(r_, sz); r__data = THTensor_(data)(r_); r__stride_0 = THTensor_(stride)(r_, 0); t_data += (k >= 0 ? k*t_stride_1 : -k*t_stride_0); for(i = 0; i < sz; i++) r__data[i*r__stride_0] = t_data[i*(t_stride_0+t_stride_1)]; } } void THTensor_(eye)(THTensor *r_, long n, long m) { real *r__data; long i, sz; THArgCheck(n > 0, 1, "invalid argument"); if(m <= 0) m = n; THTensor_(resize2d)(r_, n, m); THTensor_(zero)(r_); i = 0; r__data = THTensor_(data)(r_); sz = THMin(THTensor_(size)(r_, 0), THTensor_(size)(r_, 1)); for(i = 0; i < sz; i++) r__data[i*(r_->stride[0]+r_->stride[1])] = 1; } void THTensor_(range)(THTensor *r_, accreal xmin, accreal xmax, accreal step) { long size; real i = 0; THArgCheck(step > 0 || step < 0, 3, "step must be a non-null number"); THArgCheck(((step > 0) && (xmax >= xmin)) || ((step < 0) && (xmax <= xmin)) , 2, "upper bound and larger bound incoherent with step sign"); size = (long) (((xmax - xmin) / step) + 1); if (THTensor_(nElement)(r_) != size) { THTensor_(resize1d)(r_, size); } TH_TENSOR_APPLY(real, r_, *r__data = xmin + (i++)*step;); } void THTensor_(randperm)(THTensor *r_, THGenerator *_generator, long n) { real *r__data; long r__stride_0; long i; THArgCheck(n > 0, 1, "must be strictly positive"); THTensor_(resize1d)(r_, n); r__data = THTensor_(data)(r_); r__stride_0 = THTensor_(stride)(r_,0); for(i = 0; i < n; i++) r__data[i*r__stride_0] = (real)(i); for(i = 0; i < n-1; i++) { long z = THRandom_random(_generator) % (n-i); real sav = r__data[i*r__stride_0]; r__data[i*r__stride_0] = r__data[(z+i)*r__stride_0]; r__data[(z+i)*r__stride_0] = sav; } } void THTensor_(reshape)(THTensor *r_, THTensor *t, THLongStorage *size) { THTensor_(resize)(r_, size, NULL); THTensor_(copy)(r_, t); } /* I cut and pasted (slightly adapted) the quicksort code from Sedgewick's 1978 "Implementing Quicksort Programs" article http://www.csie.ntu.edu.tw/~b93076/p847-sedgewick.pdf It is the state of the art existing implementation. The macros are here to make as close a match as possible to the pseudocode of Program 2 p.851 Note that other partition schemes exist, and are typically presented in textbook, but those are less efficient. See e.g. http://cs.stackexchange.com/questions/11458/quicksort-partitioning-hoare-vs-lomuto Julien, November 12th 2013 */ #define MAX_LEVELS 300 #define M_SMALL 10 /* Limit for small subfiles */ #define ARR(III) arr[(III)*stride] #define IDX(III) idx[(III)*stride] #define LONG_SWAP(AAA, BBB) swap = AAA; AAA = BBB; BBB = swap #define REAL_SWAP(AAA, BBB) rswap = AAA; AAA = BBB; BBB = rswap #define BOTH_SWAP(III, JJJ) \ REAL_SWAP(ARR(III), ARR(JJJ)); \ LONG_SWAP(IDX(III), IDX(JJJ)) static void THTensor_(quicksortascend)(real *arr, long *idx, long elements, long stride) { long beg[MAX_LEVELS], end[MAX_LEVELS], i, j, L, R, P, swap, pid, stack = 0, sz_right, sz_left; real rswap, piv; unsigned char done = 0; /* beg[0]=0; end[0]=elements; */ stack = 0; L = 0; R = elements-1; done = elements-1 <= M_SMALL; while(!done) { /* Use median of three for pivot choice */ P=(L+R)>>1; BOTH_SWAP(P, L+1); if (ARR(L+1) > ARR(R)) { BOTH_SWAP(L+1, R); } if (ARR(L) > ARR(R)) { BOTH_SWAP(L, R); } if (ARR(L+1) > ARR(L)) { BOTH_SWAP(L+1, L); } i = L+1; j = R; piv = ARR(L); pid = IDX(L); do { do { i = i+1; } while(ARR(i) < piv); do { j = j-1; } while(ARR(j) > piv); if (j < i) break; BOTH_SWAP(i, j); } while(1); BOTH_SWAP(L, j); /* Left subfile is (L, j-1) */ /* Right subfile is (i, R) */ sz_left = j-L; sz_right = R-i+1; if (sz_left <= M_SMALL && sz_right <= M_SMALL) { /* both subfiles are small */ /* if stack empty */ if (stack == 0) { done = 1; } else { stack--; L = beg[stack]; R = end[stack]; } } else if (sz_left <= M_SMALL || sz_right <= M_SMALL) { /* exactly one of the subfiles is small */ /* (L,R) = large subfile */ if (sz_left > sz_right) { /* Implicit: L = L; */ R = j-1; } else { L = i; /* Implicit: R = R; */ } } else { /* none of the subfiles is small */ /* push large subfile */ /* (L,R) = small subfile */ if (sz_left > sz_right) { beg[stack] = L; end[stack] = j-1; stack++; L = i; /* Implicit: R = R */ } else { beg[stack] = i; end[stack] = R; stack++; /* Implicit: L = L; */ R = j-1; } } } /* while not done */ /* Now insertion sort on the concatenation of subfiles */ for(i=elements-2; i>=0; i--) { if (ARR(i) > ARR(i+1)) { piv = ARR(i); pid = IDX(i); j = i+1; do { ARR(j-1) = ARR(j); IDX(j-1) = IDX(j); j = j+1; } while(j < elements && ARR(j) < piv); ARR(j-1) = piv; IDX(j-1) = pid; } } } static void THTensor_(quicksortdescend)(real *arr, long *idx, long elements, long stride) { long beg[MAX_LEVELS], end[MAX_LEVELS], i, j, L, R, P, swap, pid, stack = 0, sz_right, sz_left; real rswap, piv; unsigned char done = 0; /* beg[0]=0; end[0]=elements; */ stack = 0; L = 0; R = elements-1; done = elements-1 <= M_SMALL; while(!done) { /* Use median of three for pivot choice */ P=(L+R)>>1; BOTH_SWAP(P, L+1); if (ARR(L+1) < ARR(R)) { BOTH_SWAP(L+1, R); } if (ARR(L) < ARR(R)) { BOTH_SWAP(L, R); } if (ARR(L+1) < ARR(L)) { BOTH_SWAP(L+1, L); } i = L+1; j = R; piv = ARR(L); pid = IDX(L); do { do { i = i+1; } while(ARR(i) > piv); do { j = j-1; } while(ARR(j) < piv); if (j < i) break; BOTH_SWAP(i, j); } while(1); BOTH_SWAP(L, j); /* Left subfile is (L, j-1) */ /* Right subfile is (i, R) */ sz_left = j-L; sz_right = R-i+1; if (sz_left <= M_SMALL && sz_right <= M_SMALL) { /* both subfiles are small */ /* if stack empty */ if (stack == 0) { done = 1; } else { stack--; L = beg[stack]; R = end[stack]; } } else if (sz_left <= M_SMALL || sz_right <= M_SMALL) { /* exactly one of the subfiles is small */ /* (L,R) = large subfile */ if (sz_left > sz_right) { /* Implicit: L = L; */ R = j-1; } else { L = i; /* Implicit: R = R; */ } } else { /* none of the subfiles is small */ /* push large subfile */ /* (L,R) = small subfile */ if (sz_left > sz_right) { beg[stack] = L; end[stack] = j-1; stack++; L = i; /* Implicit: R = R */ } else { beg[stack] = i; end[stack] = R; stack++; /* Implicit: L = L; */ R = j-1; } } } /* while not done */ /* Now insertion sort on the concatenation of subfiles */ for(i=elements-2; i>=0; i--) { if (ARR(i) < ARR(i+1)) { piv = ARR(i); pid = IDX(i); j = i+1; do { ARR(j-1) = ARR(j); IDX(j-1) = IDX(j); j = j+1; } while(j < elements && ARR(j) > piv); ARR(j-1) = piv; IDX(j-1) = pid; } } } #undef MAX_LEVELS #undef M_SMALL void THTensor_(sort)(THTensor *rt_, THLongTensor *ri_, THTensor *t, int dimension, int descendingOrder) { THArgCheck(dimension >= 0 && dimension < THTensor_(nDimension)(t), 2, "invalid dimension %d", dimension+1); THTensor_(resizeAs)(rt_, t); THTensor_(copy)(rt_, t); { THLongStorage *size = THTensor_(newSizeOf)(t); THLongTensor_resize(ri_, size, NULL); THLongStorage_free(size); } if(descendingOrder) { TH_TENSOR_DIM_APPLY2(real, rt_, long, ri_, dimension, long i; for(i = 0; i < ri__size; i++) ri__data[i*ri__stride] = i; THTensor_(quicksortdescend)(rt__data, ri__data, rt__size, rt__stride);) } else { TH_TENSOR_DIM_APPLY2(real, rt_, long, ri_, dimension, long i; for(i = 0; i < ri__size; i++) ri__data[i*ri__stride] = i; THTensor_(quicksortascend)(rt__data, ri__data, rt__size, rt__stride);) } } /* Implementation of the Quickselect algorithm, based on Nicolas Devillard's public domain implementation at http://ndevilla.free.fr/median/median/ Adapted similarly to the above Quicksort algorithm. */ static void THTensor_(quickselect)(real *arr, long *idx, long k, long elements, long stride) { long P, L, R, i, j, swap, pid; real rswap, piv; L = 0; R = elements-1; do { if (R <= L) /* One element only */ return; if (R == L+1) { /* Two elements only */ if (ARR(L) > ARR(R)) { BOTH_SWAP(L, R); } return; } /* Use median of three for pivot choice */ P=(L+R)>>1; BOTH_SWAP(P, L+1); if (ARR(L+1) > ARR(R)) { BOTH_SWAP(L+1, R); } if (ARR(L) > ARR(R)) { BOTH_SWAP(L, R); } if (ARR(L+1) > ARR(L)) { BOTH_SWAP(L+1, L); } i = L+1; j = R; piv = ARR(L); pid = IDX(L); do { do i++; while(ARR(i) < piv); do j--; while(ARR(j) > piv); if (j < i) break; BOTH_SWAP(i, j); } while(1); BOTH_SWAP(L, j); /* Re-set active partition */ if (j <= k) L=i; if (j >= k) R=j-1; } while(1); } #undef ARR #undef IDX #undef LONG_SWAP #undef REAL_SWAP #undef BOTH_SWAP void THTensor_(mode)(THTensor *values_, THLongTensor *indices_, THTensor *t, int dimension) { THLongStorage *dim; THTensor *temp_; THLongTensor *tempi_; real *temp__data; long *tempi__data; long t_size_dim; THArgCheck(dimension >= 0 && dimension < THTensor_(nDimension)(t), 3, "dimension out of range"); dim = THTensor_(newSizeOf)(t); THLongStorage_set(dim, dimension, 1); THTensor_(resize)(values_, dim, NULL); THLongTensor_resize(indices_, dim, NULL); THLongStorage_free(dim); t_size_dim = THTensor_(size)(t, dimension); temp_ = THTensor_(new)(); THTensor_(resize1d)(temp_, t_size_dim); temp__data = THTensor_(data)(temp_); tempi_ = THLongTensor_new(); THLongTensor_resize1d(tempi_, t_size_dim); tempi__data = THLongTensor_data(tempi_); TH_TENSOR_DIM_APPLY3(real, t, real, values_, long, indices_, dimension, long i; long mode = 0; long modei = 0; long temp_freq = 0; long max_freq = 0; for(i = 0; i < t_size_dim; i++) temp__data[i] = t_data[i*t_stride]; for(i = 0; i < t_size_dim; i++) tempi__data[i] = i; THTensor_(quicksortascend)(temp__data, tempi__data, t_size_dim, 1); for(i = 0; i < t_size_dim; i++) { temp_freq++; if ((i == t_size_dim - 1) || (temp__data[i] != temp__data[i+1])) { if (temp_freq > max_freq) { mode = temp__data[i]; modei = tempi__data[i]; max_freq = temp_freq; } temp_freq = 0; } } *values__data = mode; *indices__data = modei;); THTensor_(free)(temp_); THLongTensor_free(tempi_); } void THTensor_(kthvalue)(THTensor *values_, THLongTensor *indices_, THTensor *t, long k, int dimension) { THLongStorage *dim; THTensor *temp_; THLongTensor *tempi_; real *temp__data; long *tempi__data; long t_size_dim; THArgCheck(dimension >= 0 && dimension < THTensor_(nDimension)(t), 3, "dimension out of range"); THArgCheck(k >= 0 && k < t->size[dimension], 2, "selected index out of range"); dim = THTensor_(newSizeOf)(t); THLongStorage_set(dim, dimension, 1); THTensor_(resize)(values_, dim, NULL); THLongTensor_resize(indices_, dim, NULL); THLongStorage_free(dim); t_size_dim = THTensor_(size)(t, dimension); temp_ = THTensor_(new)(); THTensor_(resize1d)(temp_, t_size_dim); temp__data = THTensor_(data)(temp_); tempi_ = THLongTensor_new(); THLongTensor_resize1d(tempi_, t_size_dim); tempi__data = THLongTensor_data(tempi_); TH_TENSOR_DIM_APPLY3(real, t, real, values_, long, indices_, dimension, long i; for(i = 0; i < t_size_dim; i++) temp__data[i] = t_data[i*t_stride]; for(i = 0; i < t_size_dim; i++) tempi__data[i] = i; THTensor_(quickselect)(temp__data, tempi__data, k, t_size_dim, 1); *values__data = temp__data[k]; *indices__data = tempi__data[k];); THTensor_(free)(temp_); THLongTensor_free(tempi_); } void THTensor_(median)(THTensor *values_, THLongTensor *indices_, THTensor *t, int dimension) { long t_size_dim, k; THArgCheck(dimension >= 0 && dimension < THTensor_(nDimension)(t), 3, "dimension out of range"); t_size_dim = THTensor_(size)(t, dimension); k = (t_size_dim-1) >> 1; /* take middle or one-before-middle element */ THTensor_(kthvalue)(values_, indices_, t, k, dimension); } void THTensor_(topk)(THTensor *rt_, THLongTensor *ri_, THTensor *t, long k, int dim, int dir, int sorted) { int numDims = THTensor_(nDimension)(t); THArgCheck(dim >= 0 && dim < numDims, 3, "dim not in range"); long sliceSize = THTensor_(size)(t, dim); THArgCheck(k > 0 && k <= sliceSize, 2, "k not in range for dimension"); THTensor *tmpResults = THTensor_(new)(); THTensor_(resize1d)(tmpResults, sliceSize); real *tmp__data = THTensor_(data)(tmpResults); THLongTensor *tmpIndices = THLongTensor_new(); THLongTensor_resize1d(tmpIndices, sliceSize); long *tmpi__data = THLongTensor_data(tmpIndices); THLongStorage *topKSize = THTensor_(newSizeOf)(t); THLongStorage_set(topKSize, dim, k); THTensor_(resize)(rt_, topKSize, NULL); THLongTensor_resize(ri_, topKSize, NULL); THLongStorage_free(topKSize); if (dir) { /* k largest elements, descending order (optional: see sorted) */ long K = sliceSize - k; TH_TENSOR_DIM_APPLY3(real, t, real, rt_, long, ri_, dim, long i; for(i = 0; i < sliceSize; i++) { tmp__data[i] = t_data[i*t_stride]; tmpi__data[i] = i; } if (K > 0) THTensor_(quickselect)(tmp__data, tmpi__data, K - 1, sliceSize, 1); if (sorted) THTensor_(quicksortdescend)(tmp__data + K, tmpi__data + K, k, 1); for(i = 0; i < k; i++) { rt__data[i*rt__stride] = tmp__data[i + K]; ri__data[i*ri__stride] = tmpi__data[i + K]; }) } else { /* k smallest elements, ascending order (optional: see sorted) */ TH_TENSOR_DIM_APPLY3(real, t, real, rt_, long, ri_, dim, long i; for(i = 0; i < sliceSize; i++) { tmp__data[i] = t_data[i*t_stride]; tmpi__data[i] = i; } THTensor_(quickselect)(tmp__data, tmpi__data, k - 1, sliceSize, 1); if (sorted) THTensor_(quicksortascend)(tmp__data, tmpi__data, k - 1, 1); for(i = 0; i < k; i++) { rt__data[i*rt__stride] = tmp__data[i]; ri__data[i*ri__stride] = tmpi__data[i]; }) } THTensor_(free)(tmpResults); THLongTensor_free(tmpIndices); } void THTensor_(tril)(THTensor *r_, THTensor *t, long k) { long t_size_0, t_size_1; long t_stride_0, t_stride_1; long r__stride_0, r__stride_1; real *t_data, *r__data; long r, c; THArgCheck(THTensor_(nDimension)(t) == 2, 1, "expected a matrix"); THTensor_(resizeAs)(r_, t); t_size_0 = THTensor_(size)(t, 0); t_size_1 = THTensor_(size)(t, 1); t_stride_0 = THTensor_(stride)(t, 0); t_stride_1 = THTensor_(stride)(t, 1); r__stride_0 = THTensor_(stride)(r_, 0); r__stride_1 = THTensor_(stride)(r_, 1); r__data = THTensor_(data)(r_); t_data = THTensor_(data)(t); for(r = 0; r < t_size_0; r++) { long sz = THMin(r+k+1, t_size_1); for(c = THMax(0, r+k); c < t_size_1; c++) r__data[r*r__stride_0+c*r__stride_1] = 0; for(c = 0; c < sz; c++) r__data[r*r__stride_0+c*r__stride_1] = t_data[r*t_stride_0+c*t_stride_1]; } } void THTensor_(triu)(THTensor *r_, THTensor *t, long k) { long t_size_0, t_size_1; long t_stride_0, t_stride_1; long r__stride_0, r__stride_1; real *t_data, *r__data; long r, c; THArgCheck(THTensor_(nDimension)(t) == 2, 1, "expected a matrix"); THTensor_(resizeAs)(r_, t); t_size_0 = THTensor_(size)(t, 0); t_size_1 = THTensor_(size)(t, 1); t_stride_0 = THTensor_(stride)(t, 0); t_stride_1 = THTensor_(stride)(t, 1); r__stride_0 = THTensor_(stride)(r_, 0); r__stride_1 = THTensor_(stride)(r_, 1); r__data = THTensor_(data)(r_); t_data = THTensor_(data)(t); for(r = 0; r < t_size_0; r++) { long sz = THMin(r+k, t_size_1); for(c = THMax(0, r+k); c < t_size_1; c++) r__data[r*r__stride_0+c*r__stride_1] = t_data[r*t_stride_0+c*t_stride_1]; for(c = 0; c < sz; c++) r__data[r*r__stride_0+c*r__stride_1] = 0; } } void THTensor_(cat)(THTensor *r_, THTensor *ta, THTensor *tb, int dimension) { THTensor* inputs[2]; inputs[0] = ta; inputs[1] = tb; THTensor_(catArray)(r_, inputs, 2, dimension); } void THTensor_(catArray)(THTensor *result, THTensor **inputs, int numInputs, int dimension) { THLongStorage *size; int i, j; long offset; int ndim = dimension + 1; for (i = 0; i < numInputs; i++) { ndim = THMax(ndim, inputs[i]->nDimension); } THArgCheck(numInputs > 0, 3, "invalid number of inputs %d", numInputs); THArgCheck(dimension >= 0, 4, "invalid dimension %d", dimension+1); size = THLongStorage_newWithSize(ndim); for(i = 0; i < ndim; i++) { long dimSize = i < inputs[0]->nDimension ? inputs[0]->size[i] : 1; if (i == dimension) { for (j = 1; j < numInputs; j++) { dimSize += i < inputs[j]->nDimension ? inputs[j]->size[i] : 1; } } else { for (j = 1; j < numInputs; j++) { if (dimSize != (i < inputs[j]->nDimension ? inputs[j]->size[i] : 1)) { THLongStorage_free(size); THError("inconsistent tensor sizes"); } } } size->data[i] = dimSize; } THTensor_(resize)(result, size, NULL); THLongStorage_free(size); offset = 0; for (j = 0; j < numInputs; j++) { long dimSize = dimension < inputs[j]->nDimension ? inputs[j]->size[dimension] : 1; THTensor *nt = THTensor_(newWithTensor)(result); THTensor_(narrow)(nt, NULL, dimension, offset, dimSize); THTensor_(copy)(nt, inputs[j]); THTensor_(free)(nt); offset += dimSize; } } int THTensor_(equal)(THTensor *ta, THTensor* tb) { int equal = 1; if(!THTensor_(isSameSizeAs)(ta, tb)) return 0; if (THTensor_(isContiguous)(ta) && THTensor_(isContiguous)(tb)) { real *tap = THTensor_(data)(ta); real *tbp = THTensor_(data)(tb); long sz = THTensor_(nElement)(ta); long i; for (i=0; i<sz; ++i){ if(tap[i] != tbp[i]) return 0; } } else { // Short-circuit the apply function on inequality TH_TENSOR_APPLY2(real, ta, real, tb, if (equal && *ta_data != *tb_data) { equal = 0; TH_TENSOR_APPLY_hasFinished = 1; break; }) } return equal; } #define TENSOR_IMPLEMENT_LOGICAL(NAME,OP) \ void THTensor_(NAME##Value)(THByteTensor *r_, THTensor* t, real value) \ { \ THByteTensor_rawResize(r_, t->nDimension, t->size, NULL); \ THByteTensor_zero(r_); \ TH_TENSOR_APPLY2(unsigned char, r_, real, t, \ if (*t_data OP value) *r__data = 1;); \ } \ void THTensor_(NAME##ValueT)(THTensor* r_, THTensor* t, real value) \ { \ THTensor_(rawResize)(r_, t->nDimension, t->size, NULL); \ THTensor_(zero)(r_); \ TH_TENSOR_APPLY2(real, r_, real, t, \ if (*t_data OP value) *r__data = 1;); \ } \ void THTensor_(NAME##Tensor)(THByteTensor *r_, THTensor *ta, THTensor *tb) \ { \ THByteTensor_rawResize(r_, ta->nDimension, ta->size, NULL); \ THByteTensor_zero(r_); \ TH_TENSOR_APPLY3(unsigned char, r_, real, ta, real, tb, \ if(*ta_data OP *tb_data) *r__data = 1;); \ } \ void THTensor_(NAME##TensorT)(THTensor *r_, THTensor *ta, THTensor *tb) \ { \ THTensor_(rawResize)(r_, ta->nDimension, ta->size, NULL); \ THTensor_(zero)(r_); \ TH_TENSOR_APPLY3(real, r_, real, ta, real, tb, \ if(*ta_data OP *tb_data) *r__data = 1;); \ } \ TENSOR_IMPLEMENT_LOGICAL(lt,<) TENSOR_IMPLEMENT_LOGICAL(gt,>) TENSOR_IMPLEMENT_LOGICAL(le,<=) TENSOR_IMPLEMENT_LOGICAL(ge,>=) TENSOR_IMPLEMENT_LOGICAL(eq,==) TENSOR_IMPLEMENT_LOGICAL(ne,!=) #define LAB_IMPLEMENT_BASIC_FUNCTION(NAME, CFUNC) \ void THTensor_(NAME)(THTensor *r_, THTensor *t) \ { \ THTensor_(resizeAs)(r_, t); \ TH_TENSOR_APPLY2(real, t, real, r_, *r__data = CFUNC(*t_data);); \ } \ #define LAB_IMPLEMENT_BASIC_FUNCTION_VALUE(NAME, CFUNC) \ void THTensor_(NAME)(THTensor *r_, THTensor *t, real value) \ { \ THTensor_(resizeAs)(r_, t); \ TH_TENSOR_APPLY2(real, t, real, r_, *r__data = CFUNC(*t_data, value);); \ } \ #if defined(TH_REAL_IS_LONG) LAB_IMPLEMENT_BASIC_FUNCTION(abs,labs) #endif /* long only part */ #if defined(TH_REAL_IS_INT) LAB_IMPLEMENT_BASIC_FUNCTION(abs,abs) #endif /* int only part */ #if defined(TH_REAL_IS_BYTE) #define TENSOR_IMPLEMENT_LOGICAL_SUM(NAME, OP, INIT_VALUE) \ int THTensor_(NAME)(THTensor *tensor) \ { \ THArgCheck(tensor->nDimension > 0, 1, "empty Tensor"); \ int sum = INIT_VALUE; \ TH_TENSOR_APPLY(real, tensor, sum = sum OP *tensor_data;); \ return sum; \ } TENSOR_IMPLEMENT_LOGICAL_SUM(logicalall, &&, 1) TENSOR_IMPLEMENT_LOGICAL_SUM(logicalany, ||, 0) #endif /* Byte only part */ /* floating point only now */ #if defined(TH_REAL_IS_FLOAT) || defined(TH_REAL_IS_DOUBLE) LAB_IMPLEMENT_BASIC_FUNCTION(log,log) LAB_IMPLEMENT_BASIC_FUNCTION(log1p,log1p) LAB_IMPLEMENT_BASIC_FUNCTION(sigmoid,TH_sigmoid) LAB_IMPLEMENT_BASIC_FUNCTION(exp,exp) LAB_IMPLEMENT_BASIC_FUNCTION(cos,cos) LAB_IMPLEMENT_BASIC_FUNCTION(acos,acos) LAB_IMPLEMENT_BASIC_FUNCTION(cosh,cosh) LAB_IMPLEMENT_BASIC_FUNCTION(sin,sin) LAB_IMPLEMENT_BASIC_FUNCTION(asin,asin) LAB_IMPLEMENT_BASIC_FUNCTION(sinh,sinh) LAB_IMPLEMENT_BASIC_FUNCTION(tan,tan) LAB_IMPLEMENT_BASIC_FUNCTION(atan,atan) LAB_IMPLEMENT_BASIC_FUNCTION(tanh,tanh) LAB_IMPLEMENT_BASIC_FUNCTION_VALUE(pow,pow) LAB_IMPLEMENT_BASIC_FUNCTION(sqrt,sqrt) LAB_IMPLEMENT_BASIC_FUNCTION(rsqrt,TH_rsqrt) LAB_IMPLEMENT_BASIC_FUNCTION(ceil,ceil) LAB_IMPLEMENT_BASIC_FUNCTION(floor,floor) LAB_IMPLEMENT_BASIC_FUNCTION(round,round) LAB_IMPLEMENT_BASIC_FUNCTION(abs,fabs) LAB_IMPLEMENT_BASIC_FUNCTION(trunc,trunc) LAB_IMPLEMENT_BASIC_FUNCTION(frac,TH_frac) LAB_IMPLEMENT_BASIC_FUNCTION(neg,-) LAB_IMPLEMENT_BASIC_FUNCTION(cinv, 1.0 / ) void THTensor_(atan2)(THTensor *r_, THTensor *tx, THTensor *ty) { THTensor_(resizeAs)(r_, tx); TH_TENSOR_APPLY3(real, r_, real, tx, real, ty, *r__data = atan2(*tx_data,*ty_data);); } void THTensor_(lerp)(THTensor *r_, THTensor *a, THTensor *b, real weight) { THArgCheck(THTensor_(nElement)(a) == THTensor_(nElement)(b), 2, "sizes do not match"); THTensor_(resizeAs)(r_, a); TH_TENSOR_APPLY3(real, r_, real, a, real, b, *r__data = TH_lerp(*a_data, *b_data, weight);); } void THTensor_(mean)(THTensor *r_, THTensor *t, int dimension) { THLongStorage *dim; THArgCheck(dimension >= 0 && dimension < THTensor_(nDimension)(t), 2, "invalid dimension %d", dimension+1); dim = THTensor_(newSizeOf)(t); THLongStorage_set(dim, dimension, 1); THTensor_(resize)(r_, dim, NULL); THLongStorage_free(dim); TH_TENSOR_DIM_APPLY2(real, t, real, r_, dimension, accreal sum = 0; long i; for(i = 0; i < t_size; i++) sum += t_data[i*t_stride]; *r__data = (real)sum/t_size;); } void THTensor_(std)(THTensor *r_, THTensor *t, int dimension, int flag) { THLongStorage *dim; THArgCheck(dimension >= 0 && dimension < THTensor_(nDimension)(t), 3, "invalid dimension %d", dimension+1); dim = THTensor_(newSizeOf)(t); THLongStorage_set(dim, dimension, 1); THTensor_(resize)(r_, dim, NULL); THLongStorage_free(dim); TH_TENSOR_DIM_APPLY2(real, t, real, r_, dimension, accreal sum = 0; accreal sum2 = 0; long i; for(i = 0; i < t_size; i++) { real z = t_data[i*t_stride]; sum += z; sum2 += z*z; } if(flag) { sum /= t_size; sum2 /= t_size; sum2 -= sum*sum; sum2 = (sum2 < 0 ? 0 : sum2); *r__data = (real)sqrt(sum2); } else { sum /= t_size; sum2 /= t_size-1; sum2 -= ((real)t_size)/((real)(t_size-1))*sum*sum; sum2 = (sum2 < 0 ? 0 : sum2); *r__data = (real)sqrt(sum2); }); } void THTensor_(var)(THTensor *r_, THTensor *t, int dimension, int flag) { THLongStorage *dim; THArgCheck(dimension >= 0 && dimension < THTensor_(nDimension)(t), 3, "invalid dimension %d", dimension+1); dim = THTensor_(newSizeOf)(t); THLongStorage_set(dim, dimension, 1); THTensor_(resize)(r_, dim, NULL); THLongStorage_free(dim); TH_TENSOR_DIM_APPLY2(real, t, real, r_, dimension, accreal sum = 0; accreal sum2 = 0; long i; for(i = 0; i < t_size; i++) { real z = t_data[i*t_stride]; sum += z; sum2 += z*z; } if(flag) { sum /= t_size; sum2 /= t_size; sum2 -= sum*sum; sum2 = (sum2 < 0 ? 0 : sum2); *r__data = sum2; } else { sum /= t_size; sum2 /= t_size-1; sum2 -= ((real)t_size)/((real)(t_size-1))*sum*sum; sum2 = (sum2 < 0 ? 0 : sum2); *r__data = (real)sum2; }); } void THTensor_(norm)(THTensor *r_, THTensor *t, real value, int dimension) { THLongStorage *dim; THArgCheck(dimension >= 0 && dimension < THTensor_(nDimension)(t), 3, "invalid dimension %d", dimension+1); dim = THTensor_(newSizeOf)(t); THLongStorage_set(dim, dimension, 1); THTensor_(resize)(r_, dim, NULL); THLongStorage_free(dim); if(value == 0) { TH_TENSOR_DIM_APPLY2(real, t, real, r_, dimension, accreal sum = 0; long i; for(i = 0; i < t_size; i++) sum += t_data[i*t_stride] != 0.0; *r__data = sum;) } else { TH_TENSOR_DIM_APPLY2(real, t, real, r_, dimension, accreal sum = 0; long i; for(i = 0; i < t_size; i++) sum += pow(fabs(t_data[i*t_stride]), value); *r__data = pow(sum, 1.0/value);) } } accreal THTensor_(normall)(THTensor *tensor, real value) { accreal sum = 0; if(value == 0) { TH_TENSOR_APPLY(real, tensor, sum += *tensor_data != 0.0;); return sum; } else if(value == 1) { TH_TENSOR_APPLY(real, tensor, sum += fabs(*tensor_data);); return sum; } else if(value == 2) { TH_TENSOR_APPLY(real, tensor, accreal z = *tensor_data; sum += z*z;); return sqrt(sum); } else { TH_TENSOR_APPLY(real, tensor, sum += pow(fabs(*tensor_data), value);); return pow(sum, 1.0/value); } } void THTensor_(renorm)(THTensor *res, THTensor *src, real value, int dimension, real maxnorm) { int i; THTensor *rowR, *rowS; THArgCheck(dimension >= 0 && dimension < THTensor_(nDimension)(src), 3, "invalid dimension %d", dimension+1); THArgCheck(value > 0, 2, "non-positive-norm not supported"); THArgCheck(THTensor_(nDimension)(src) > 1, 1, "need at least 2 dimensions, got %d dimensions", THTensor_(nDimension)(src)); rowR = THTensor_(new)(); rowS = THTensor_(new)(); THTensor_(resizeAs)(res, src); for (i=0; i<src->size[dimension]; i++) { real norm = 0; real new_norm; THTensor_(select)(rowS, src, dimension, i); THTensor_(select)(rowR, res, dimension, i); if (value == 1) { TH_TENSOR_APPLY(real, rowS, norm += fabs(*rowS_data);); } else if (value == 2) { TH_TENSOR_APPLY(real, rowS, accreal z = *rowS_data; norm += z*z;); } else { TH_TENSOR_APPLY(real, rowS, norm += pow(fabs(*rowS_data), value);); } norm = pow(norm, 1/value); if (norm > maxnorm) { new_norm = maxnorm / (norm + 1e-7); TH_TENSOR_APPLY2( real, rowR, real, rowS, *rowR_data = (*rowS_data) * new_norm; ) } else THTensor_(copy)(rowR, rowS); } THTensor_(free)(rowR); THTensor_(free)(rowS); } accreal THTensor_(dist)(THTensor *tensor, THTensor *src, real value) { real sum = 0; TH_TENSOR_APPLY2(real, tensor, real, src, sum += pow(fabs(*tensor_data - *src_data), value);) return pow(sum, 1.0/value); } accreal THTensor_(meanall)(THTensor *tensor) { THArgCheck(tensor->nDimension > 0, 1, "empty Tensor"); return THTensor_(sumall)(tensor)/THTensor_(nElement)(tensor); } accreal THTensor_(varall)(THTensor *tensor) { accreal mean = THTensor_(meanall)(tensor); accreal sum = 0; TH_TENSOR_APPLY(real, tensor, sum += (*tensor_data - mean)*(*tensor_data - mean);); sum /= (THTensor_(nElement)(tensor)-1); return sum; } accreal THTensor_(stdall)(THTensor *tensor) { return sqrt(THTensor_(varall)(tensor)); } void THTensor_(linspace)(THTensor *r_, real a, real b, long n) { real i = 0; THArgCheck(n > 1 || (n == 1 && (a == b)), 3, "invalid number of points"); if (THTensor_(nElement)(r_) != n) { THTensor_(resize1d)(r_, n); } if(n == 1) { TH_TENSOR_APPLY(real, r_, *r__data = a; i++; ); } else { TH_TENSOR_APPLY(real, r_, *r__data = a + i*(b-a)/((real)(n-1)); i++; ); } } void THTensor_(logspace)(THTensor *r_, real a, real b, long n) { real i = 0; THArgCheck(n > 1 || (n == 1 && (a == b)), 3, "invalid number of points"); if (THTensor_(nElement)(r_) != n) { THTensor_(resize1d)(r_, n); } if(n == 1) { TH_TENSOR_APPLY(real, r_, *r__data = pow(10.0, a); i++; ); } else { TH_TENSOR_APPLY(real, r_, *r__data = pow(10.0, a + i*(b-a)/((real)(n-1))); i++; ); } } void THTensor_(rand)(THTensor *r_, THGenerator *_generator, THLongStorage *size) { THTensor_(resize)(r_, size, NULL); THTensor_(uniform)(r_, _generator, 0, 1); } void THTensor_(randn)(THTensor *r_, THGenerator *_generator, THLongStorage *size) { THTensor_(resize)(r_, size, NULL); THTensor_(normal)(r_, _generator, 0, 1); } void THTensor_(histc)(THTensor *hist, THTensor *tensor, long nbins, real minvalue, real maxvalue) { THTensor *clone; real minval; real maxval; real bins; real *h_data; THTensor_(resize1d)(hist, nbins); THTensor_(zero)(hist); minval = minvalue; maxval = maxvalue; if (minval == maxval) { minval = THTensor_(minall)(tensor); maxval = THTensor_(maxall)(tensor); } if (minval == maxval) { minval = minval - 1; maxval = maxval + 1; } bins = (real)(nbins)-1e-6; clone = THTensor_(newWithSize1d)(THTensor_(nElement)(tensor)); THTensor_(copy)(clone,tensor); THTensor_(add)(clone, clone, -minval); THTensor_(div)(clone, clone, (maxval-minval)); THTensor_(mul)(clone, clone, bins); THTensor_(floor)(clone, clone); THTensor_(add)(clone, clone, 1); h_data = THTensor_(data)(hist); TH_TENSOR_APPLY(real, clone, \ if ((*clone_data <= nbins) && (*clone_data >= 1)) { \ *(h_data + (int)(*clone_data) - 1) += 1; \ }); THTensor_(free)(clone); } #endif /* floating point only part */ #endif
GB_binop__bset_uint8.c
//------------------------------------------------------------------------------ // GB_binop: hard-coded functions for each built-in binary operator //------------------------------------------------------------------------------ // SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2021, All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 //------------------------------------------------------------------------------ // If this file is in the Generated2/ folder, do not edit it // (it is auto-generated from Generator/*). #include "GB.h" #ifndef GBCOMPACT #include "GB_emult.h" #include "GB_control.h" #include "GB_ek_slice.h" #include "GB_dense.h" #include "GB_atomics.h" #include "GB_bitmap_assign_methods.h" #include "GB_binop__include.h" // C=binop(A,B) is defined by the following types and operators: // A+B function (eWiseAdd): GB (_AaddB__bset_uint8) // A.*B function (eWiseMult): GB (_AemultB_08__bset_uint8) // A.*B function (eWiseMult): GB (_AemultB_02__bset_uint8) // A.*B function (eWiseMult): GB (_AemultB_04__bset_uint8) // A.*B function (eWiseMult): GB (_AemultB_bitmap__bset_uint8) // A*D function (colscale): GB ((none)) // D*A function (rowscale): GB ((none)) // C+=B function (dense accum): GB (_Cdense_accumB__bset_uint8) // C+=b function (dense accum): GB (_Cdense_accumb__bset_uint8) // C+=A+B function (dense ewise3): GB ((none)) // C=A+B function (dense ewise3): GB (_Cdense_ewise3_noaccum__bset_uint8) // C=scalar+B GB (_bind1st__bset_uint8) // C=scalar+B' GB (_bind1st_tran__bset_uint8) // C=A+scalar GB (_bind2nd__bset_uint8) // C=A'+scalar GB (_bind2nd_tran__bset_uint8) // C type: uint8_t // A type: uint8_t // B,b type: uint8_t // BinaryOp: cij = GB_BITSET (aij, bij, uint8_t, 8) #define GB_ATYPE \ uint8_t #define GB_BTYPE \ uint8_t #define GB_CTYPE \ uint8_t // true if the types of A and B are identical #define GB_ATYPE_IS_BTYPE \ 1 // true if the types of C and A are identical #define GB_CTYPE_IS_ATYPE \ 1 // true if the types of C and B are identical #define GB_CTYPE_IS_BTYPE \ 1 // aij = Ax [pA] #define GB_GETA(aij,Ax,pA,A_iso) \ uint8_t aij = GBX (Ax, pA, A_iso) // bij = Bx [pB] #define GB_GETB(bij,Bx,pB,B_iso) \ uint8_t bij = GBX (Bx, pB, B_iso) // declare scalar of the same type as C #define GB_CTYPE_SCALAR(t) \ uint8_t t // cij = Ax [pA] #define GB_COPY_A_TO_C(cij,Ax,pA,A_iso) \ cij = GBX (Ax, pA, A_iso) // cij = Bx [pB] #define GB_COPY_B_TO_C(cij,Bx,pB,B_iso) \ cij = GBX (Bx, pB, B_iso) #define GB_CX(p) Cx [p] // binary operator #define GB_BINOP(z,x,y,i,j) \ z = GB_BITSET (x, y, uint8_t, 8) ; // true if the binop must be flipped #define GB_BINOP_FLIP \ 1 // op is second #define GB_OP_IS_SECOND \ 0 // do the numerical phases of GB_add and GB_emult #define GB_PHASE_2_OF_2 // hard-coded loops can be vectorized #define GB_PRAGMA_SIMD_VECTORIZE GB_PRAGMA_SIMD // disable this operator and use the generic case if these conditions hold #define GB_DISABLE \ (GxB_NO_BSET || GxB_NO_UINT8 || GxB_NO_BSET_UINT8) //------------------------------------------------------------------------------ // C += A+B, all 3 matrices dense //------------------------------------------------------------------------------ #if 0 // The op must be MIN, MAX, PLUS, MINUS, RMINUS, TIMES, DIV, or RDIV. void GB ((none)) ( GrB_Matrix C, const GrB_Matrix A, const GrB_Matrix B, const int nthreads ) { #include "GB_dense_ewise3_accum_template.c" } #endif //------------------------------------------------------------------------------ // C = A+B, all 3 matrices dense //------------------------------------------------------------------------------ GrB_Info GB (_Cdense_ewise3_noaccum__bset_uint8) ( GrB_Matrix C, const GrB_Matrix A, const GrB_Matrix B, const int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else #include "GB_dense_ewise3_noaccum_template.c" return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // C += B, accumulate a sparse matrix into a dense matrix //------------------------------------------------------------------------------ GrB_Info GB (_Cdense_accumB__bset_uint8) ( GrB_Matrix C, const GrB_Matrix B, const int64_t *B_ek_slicing, const int B_ntasks, const int B_nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else { #include "GB_dense_subassign_23_template.c" } return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // C += b, accumulate a scalar into a dense matrix //------------------------------------------------------------------------------ GrB_Info GB (_Cdense_accumb__bset_uint8) ( GrB_Matrix C, const GB_void *p_bwork, const int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else { // get the scalar b for C += b, of type uint8_t uint8_t bwork = (*((uint8_t *) p_bwork)) ; #include "GB_dense_subassign_22_template.c" return (GrB_SUCCESS) ; } return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // C = A*D, column scale with diagonal D matrix //------------------------------------------------------------------------------ #if 0 GrB_Info GB ((none)) ( GrB_Matrix C, const GrB_Matrix A, bool A_is_pattern, const GrB_Matrix D, bool D_is_pattern, const int64_t *A_ek_slicing, const int A_ntasks, const int A_nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else uint8_t *restrict Cx = (uint8_t *) C->x ; #include "GB_AxB_colscale_template.c" return (GrB_SUCCESS) ; #endif } #endif //------------------------------------------------------------------------------ // C = D*B, row scale with diagonal D matrix //------------------------------------------------------------------------------ #if 0 GrB_Info GB ((none)) ( GrB_Matrix C, const GrB_Matrix D, bool D_is_pattern, const GrB_Matrix B, bool B_is_pattern, int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else uint8_t *restrict Cx = (uint8_t *) C->x ; #include "GB_AxB_rowscale_template.c" return (GrB_SUCCESS) ; #endif } #endif //------------------------------------------------------------------------------ // eWiseAdd: C=A+B, C<M>=A+B, C<!M>=A+B //------------------------------------------------------------------------------ GrB_Info GB (_AaddB__bset_uint8) ( GrB_Matrix C, const int C_sparsity, const GrB_Matrix M, const bool Mask_struct, const bool Mask_comp, const GrB_Matrix A, const GrB_Matrix B, const bool Ch_is_Mh, const int64_t *restrict C_to_M, const int64_t *restrict C_to_A, const int64_t *restrict C_to_B, const GB_task_struct *restrict TaskList, const int C_ntasks, const int C_nthreads, GB_Context Context ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else GB_WERK_DECLARE (M_ek_slicing, int64_t) ; GB_WERK_DECLARE (A_ek_slicing, int64_t) ; GB_WERK_DECLARE (B_ek_slicing, int64_t) ; #include "GB_add_template.c" GB_FREE_WORK ; return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // eWiseMult: C=A.*B, C<M>=A.*B, or C<M!>=A.*B where C is sparse/hyper //------------------------------------------------------------------------------ GrB_Info GB (_AemultB_08__bset_uint8) ( GrB_Matrix C, const int C_sparsity, const int ewise_method, const GrB_Matrix M, const bool Mask_struct, const bool Mask_comp, const GrB_Matrix A, const GrB_Matrix B, const int64_t *restrict C_to_M, const int64_t *restrict C_to_A, const int64_t *restrict C_to_B, const GB_task_struct *restrict TaskList, const int C_ntasks, const int C_nthreads, GB_Context Context ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else #include "GB_emult_08_meta.c" return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // eWiseMult: C<#> = A.*B when A is sparse/hyper and B is bitmap/full //------------------------------------------------------------------------------ GrB_Info GB (_AemultB_02__bset_uint8) ( GrB_Matrix C, const GrB_Matrix M, const bool Mask_struct, const bool Mask_comp, const GrB_Matrix A, const GrB_Matrix B, const bool flipxy, const int64_t *restrict Cp_kfirst, const int64_t *A_ek_slicing, const int A_ntasks, const int A_nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else #if GB_BINOP_FLIP // The operator is not commutative, and does not have a flipped // variant. For example z=atan2(y,x). if (flipxy) { // use fmult(y,x) #undef GB_FLIPPED #define GB_FLIPPED 1 #include "GB_emult_02_template.c" } else { // use fmult(x,y) #undef GB_FLIPPED #define GB_FLIPPED 0 #include "GB_emult_02_template.c" } #else // No need to handle the flip: the operator is either commutative, or // has been handled by changing z=div(y,x) to z=rdiv(x,y) for example. #undef GB_FLIPPED #define GB_FLIPPED 0 #include "GB_emult_02_template.c" #endif return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // eWiseMult: C<M> = A.*B, M sparse/hyper, A and B bitmap/full //------------------------------------------------------------------------------ GrB_Info GB (_AemultB_04__bset_uint8) ( GrB_Matrix C, const GrB_Matrix M, const bool Mask_struct, const GrB_Matrix A, const GrB_Matrix B, const int64_t *restrict Cp_kfirst, const int64_t *M_ek_slicing, const int M_ntasks, const int M_nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else #include "GB_emult_04_template.c" return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // eWiseMult: C=A.*B, C<M>=A.*B, C<!M>=A.*B where C is bitmap //------------------------------------------------------------------------------ GrB_Info GB (_AemultB_bitmap__bset_uint8) ( GrB_Matrix C, const int ewise_method, const GrB_Matrix M, const bool Mask_struct, const bool Mask_comp, const GrB_Matrix A, const GrB_Matrix B, const int64_t *M_ek_slicing, const int M_ntasks, const int M_nthreads, const int C_nthreads, GB_Context Context ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else #include "GB_bitmap_emult_template.c" return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // Cx = op (x,Bx): apply a binary operator to a matrix with scalar bind1st //------------------------------------------------------------------------------ GrB_Info GB (_bind1st__bset_uint8) ( GB_void *Cx_output, // Cx and Bx may be aliased const GB_void *x_input, const GB_void *Bx_input, const int8_t *restrict Bb, int64_t bnz, int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else uint8_t *Cx = (uint8_t *) Cx_output ; uint8_t x = (*((uint8_t *) x_input)) ; uint8_t *Bx = (uint8_t *) Bx_input ; int64_t p ; #pragma omp parallel for num_threads(nthreads) schedule(static) for (p = 0 ; p < bnz ; p++) { if (!GBB (Bb, p)) continue ; uint8_t bij = GBX (Bx, p, false) ; Cx [p] = GB_BITSET (x, bij, uint8_t, 8) ; } return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // Cx = op (Ax,y): apply a binary operator to a matrix with scalar bind2nd //------------------------------------------------------------------------------ GrB_Info GB (_bind2nd__bset_uint8) ( GB_void *Cx_output, // Cx and Ax may be aliased const GB_void *Ax_input, const GB_void *y_input, const int8_t *restrict Ab, int64_t anz, int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else int64_t p ; uint8_t *Cx = (uint8_t *) Cx_output ; uint8_t *Ax = (uint8_t *) Ax_input ; uint8_t y = (*((uint8_t *) y_input)) ; #pragma omp parallel for num_threads(nthreads) schedule(static) for (p = 0 ; p < anz ; p++) { if (!GBB (Ab, p)) continue ; uint8_t aij = GBX (Ax, p, false) ; Cx [p] = GB_BITSET (aij, y, uint8_t, 8) ; } return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // C = op (x, A'): transpose and apply a binary operator //------------------------------------------------------------------------------ // cij = op (x, aij), no typecasting (in spite of the macro name) #undef GB_CAST_OP #define GB_CAST_OP(pC,pA) \ { \ uint8_t aij = GBX (Ax, pA, false) ; \ Cx [pC] = GB_BITSET (x, aij, uint8_t, 8) ; \ } GrB_Info GB (_bind1st_tran__bset_uint8) ( GrB_Matrix C, const GB_void *x_input, const GrB_Matrix A, int64_t *restrict *Workspaces, const int64_t *restrict A_slice, int nworkspaces, int nthreads ) { // GB_unop_transpose.c uses GB_ATYPE, but A is // the 2nd input to binary operator z=f(x,y). #undef GB_ATYPE #define GB_ATYPE \ uint8_t #if GB_DISABLE return (GrB_NO_VALUE) ; #else uint8_t x = (*((const uint8_t *) x_input)) ; #include "GB_unop_transpose.c" return (GrB_SUCCESS) ; #endif #undef GB_ATYPE #define GB_ATYPE \ uint8_t } //------------------------------------------------------------------------------ // C = op (A', y): transpose and apply a binary operator //------------------------------------------------------------------------------ // cij = op (aij, y), no typecasting (in spite of the macro name) #undef GB_CAST_OP #define GB_CAST_OP(pC,pA) \ { \ uint8_t aij = GBX (Ax, pA, false) ; \ Cx [pC] = GB_BITSET (aij, y, uint8_t, 8) ; \ } GrB_Info GB (_bind2nd_tran__bset_uint8) ( GrB_Matrix C, const GrB_Matrix A, const GB_void *y_input, int64_t *restrict *Workspaces, const int64_t *restrict A_slice, int nworkspaces, int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else uint8_t y = (*((const uint8_t *) y_input)) ; #include "GB_unop_transpose.c" return (GrB_SUCCESS) ; #endif } #endif
3d7pt_var.lbpar.c
#include <omp.h> #include <math.h> #define ceild(n,d) ceil(((double)(n))/((double)(d))) #define floord(n,d) floor(((double)(n))/((double)(d))) #define max(x,y) ((x) > (y)? (x) : (y)) #define min(x,y) ((x) < (y)? (x) : (y)) /* * Order-1, 3D 7 point stencil with variable coefficients * Adapted from PLUTO and Pochoir test bench * * Tareq Malas */ #include <stdio.h> #include <stdlib.h> #include <sys/time.h> #ifdef LIKWID_PERFMON #include <likwid.h> #endif #include "print_utils.h" #define TESTS 2 #define MAX(a,b) ((a) > (b) ? a : b) #define MIN(a,b) ((a) < (b) ? a : b) /* Subtract the `struct timeval' values X and Y, * storing the result in RESULT. * * Return 1 if the difference is negative, otherwise 0. */ int timeval_subtract(struct timeval *result, struct timeval *x, struct timeval *y) { /* Perform the carry for the later subtraction by updating y. */ if (x->tv_usec < y->tv_usec) { int nsec = (y->tv_usec - x->tv_usec) / 1000000 + 1; y->tv_usec -= 1000000 * nsec; y->tv_sec += nsec; } if (x->tv_usec - y->tv_usec > 1000000) { int nsec = (x->tv_usec - y->tv_usec) / 1000000; y->tv_usec += 1000000 * nsec; y->tv_sec -= nsec; } /* Compute the time remaining to wait. * tv_usec is certainly positive. */ result->tv_sec = x->tv_sec - y->tv_sec; result->tv_usec = x->tv_usec - y->tv_usec; /* Return 1 if result is negative. */ return x->tv_sec < y->tv_sec; } int main(int argc, char *argv[]) { int t, i, j, k, m, test; int Nx, Ny, Nz, Nt; if (argc > 3) { Nx = atoi(argv[1])+2; Ny = atoi(argv[2])+2; Nz = atoi(argv[3])+2; } if (argc > 4) Nt = atoi(argv[4]); // allocate the arrays double ****A = (double ****) malloc(sizeof(double***)*2); for(m=0; m<2;m++){ A[m] = (double ***) malloc(sizeof(double**)*Nz); for(i=0; i<Nz; i++){ A[m][i] = (double**) malloc(sizeof(double*)*Ny); for(j=0;j<Ny;j++){ A[m][i][j] = (double*) malloc(sizeof(double)*Nx); } } } double ****coef = (double ****) malloc(sizeof(double***)*7); for(m=0; m<7;m++){ coef[m] = (double ***) malloc(sizeof(double**)*Nz); for(i=0; i<Nz; i++){ coef[m][i] = (double**) malloc(sizeof(double*)*Ny); for(j=0;j<Ny;j++){ coef[m][i][j] = (double*) malloc(sizeof(double)*Nx); } } } // tile size information, including extra element to decide the list length int *tile_size = (int*) malloc(sizeof(int)); tile_size[0] = -1; // The list is modified here before source-to-source transformations tile_size = (int*) realloc((void *)tile_size, sizeof(int)*5); tile_size[0] = 8; tile_size[1] = 8; tile_size[2] = 24; tile_size[3] = 2048; tile_size[4] = -1; // for timekeeping int ts_return = -1; struct timeval start, end, result; double tdiff = 0.0, min_tdiff=1.e100; const int BASE = 1024; // initialize variables // srand(42); for (i = 1; i < Nz; i++) { for (j = 1; j < Ny; j++) { for (k = 1; k < Nx; k++) { A[0][i][j][k] = 1.0 * (rand() % BASE); } } } for (m=0; m<7; m++) { for (i=1; i<Nz; i++) { for (j=1; j<Ny; j++) { for (k=1; k<Nx; k++) { coef[m][i][j][k] = 1.0 * (rand() % BASE); } } } } #ifdef LIKWID_PERFMON LIKWID_MARKER_INIT; #pragma omp parallel { LIKWID_MARKER_THREADINIT; #pragma omp barrier LIKWID_MARKER_START("calc"); } #endif int num_threads = 1; #if defined(_OPENMP) num_threads = omp_get_max_threads(); #endif for(test=0; test<TESTS; test++){ gettimeofday(&start, 0); // serial execution - Addition: 6 && Multiplication: 2 /* Copyright (C) 1991-2014 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http://www.gnu.org/licenses/>. */ /* This header is separate from features.h so that the compiler can include it implicitly at the start of every compilation. It must not itself include <features.h> or any other header that includes <features.h> because the implicit include comes before any feature test macros that may be defined in a source file before it first explicitly includes a system header. GCC knows the name of this header in order to preinclude it. */ /* glibc's intent is to support the IEC 559 math functionality, real and complex. If the GCC (4.9 and later) predefined macros specifying compiler intent are available, use them to determine whether the overall intent is to support these features; otherwise, presume an older compiler has intent to support these features and define these macros by default. */ /* wchar_t uses ISO/IEC 10646 (2nd ed., published 2011-03-15) / Unicode 6.0. */ /* We do not support C11 <threads.h>. */ int t1, t2, t3, t4, t5, t6, t7, t8; int lb, ub, lbp, ubp, lb2, ub2; register int lbv, ubv; /* Start of CLooG code */ if ((Nt >= 2) && (Nx >= 3) && (Ny >= 3) && (Nz >= 3)) { for (t1=-1;t1<=floord(Nt-2,4);t1++) { lbp=max(ceild(t1,2),ceild(8*t1-Nt+3,8)); ubp=min(floord(Nt+Nz-4,8),floord(4*t1+Nz+1,8)); #pragma omp parallel for private(lbv,ubv,t3,t4,t5,t6,t7,t8) for (t2=lbp;t2<=ubp;t2++) { for (t3=max(max(0,ceild(t1-5,6)),ceild(8*t2-Nz-20,24));t3<=min(min(min(floord(Nt+Ny-4,24),floord(4*t1+Ny+5,24)),floord(8*t2+Ny+4,24)),floord(8*t1-8*t2+Nz+Ny+3,24));t3++) { for (t4=max(max(max(0,ceild(t1-511,512)),ceild(8*t2-Nz-2044,2048)),ceild(24*t3-Ny-2044,2048));t4<=min(min(min(min(floord(Nt+Nx-4,2048),floord(4*t1+Nx+5,2048)),floord(8*t2+Nx+4,2048)),floord(24*t3+Nx+20,2048)),floord(8*t1-8*t2+Nz+Nx+3,2048));t4++) { for (t5=max(max(max(max(max(0,4*t1),8*t1-8*t2+1),8*t2-Nz+2),24*t3-Ny+2),2048*t4-Nx+2);t5<=min(min(min(min(min(Nt-2,4*t1+7),8*t2+6),24*t3+22),2048*t4+2046),8*t1-8*t2+Nz+5);t5++) { for (t6=max(max(8*t2,t5+1),-8*t1+8*t2+2*t5-7);t6<=min(min(8*t2+7,-8*t1+8*t2+2*t5),t5+Nz-2);t6++) { for (t7=max(24*t3,t5+1);t7<=min(24*t3+23,t5+Ny-2);t7++) { lbv=max(2048*t4,t5+1); ubv=min(2048*t4+2047,t5+Nx-2); #pragma ivdep #pragma vector always for (t8=lbv;t8<=ubv;t8++) { A[( t5 + 1) % 2][ (-t5+t6)][ (-t5+t7)][ (-t5+t8)] = (((((((coef[0][ (-t5+t6)][ (-t5+t7)][ (-t5+t8)] * A[ t5 % 2][ (-t5+t6)][ (-t5+t7)][ (-t5+t8)]) + (coef[1][ (-t5+t6)][ (-t5+t7)][ (-t5+t8)] * A[ t5 % 2][ (-t5+t6) - 1][ (-t5+t7)][ (-t5+t8)])) + (coef[2][ (-t5+t6)][ (-t5+t7)][ (-t5+t8)] * A[ t5 % 2][ (-t5+t6)][ (-t5+t7) - 1][ (-t5+t8)])) + (coef[3][ (-t5+t6)][ (-t5+t7)][ (-t5+t8)] * A[ t5 % 2][ (-t5+t6)][ (-t5+t7)][ (-t5+t8) - 1])) + (coef[4][ (-t5+t6)][ (-t5+t7)][ (-t5+t8)] * A[ t5 % 2][ (-t5+t6) + 1][ (-t5+t7)][ (-t5+t8)])) + (coef[5][ (-t5+t6)][ (-t5+t7)][ (-t5+t8)] * A[ t5 % 2][ (-t5+t6)][ (-t5+t7) + 1][ (-t5+t8)])) + (coef[6][ (-t5+t6)][ (-t5+t7)][ (-t5+t8)] * A[ t5 % 2][ (-t5+t6)][ (-t5+t7)][ (-t5+t8) + 1]));; } } } } } } } } } /* End of CLooG code */ gettimeofday(&end, 0); ts_return = timeval_subtract(&result, &end, &start); tdiff = (double) (result.tv_sec + result.tv_usec * 1.0e-6); min_tdiff = min(min_tdiff, tdiff); printf("Rank 0 TEST# %d time: %f\n", test, tdiff); } PRINT_RESULTS(1, "variable no-symmetry") #ifdef LIKWID_PERFMON #pragma omp parallel { LIKWID_MARKER_STOP("calc"); } LIKWID_MARKER_CLOSE; #endif // Free allocated arrays for(i=0; i<Nz; i++){ for(j=0;j<Ny;j++){ free(A[0][i][j]); free(A[1][i][j]); } free(A[0][i]); free(A[1][i]); } free(A[0]); free(A[1]); for(m=0; m<7;m++){ for(i=0; i<Nz; i++){ for(j=0;j<Ny;j++){ free(coef[m][i][j]); } free(coef[m][i]); } free(coef[m]); } return 0; }
GB_unop__identity_fp64_fp32.c
//------------------------------------------------------------------------------ // GB_unop: hard-coded functions for each built-in unary operator //------------------------------------------------------------------------------ // SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2022, All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 //------------------------------------------------------------------------------ // If this file is in the Generated2/ folder, do not edit it // (it is auto-generated from Generator/*). #include "GB.h" #ifndef GBCUDA_DEV #include "GB_control.h" #include "GB_atomics.h" #include "GB_unop__include.h" // C=unop(A) is defined by the following types and operators: // op(A) function: GB (_unop_apply__identity_fp64_fp32) // op(A') function: GB (_unop_tran__identity_fp64_fp32) // C type: double // A type: float // cast: double cij = (double) aij // unaryop: cij = aij #define GB_ATYPE \ float #define GB_CTYPE \ double // aij = Ax [pA] #define GB_GETA(aij,Ax,pA) \ float aij = Ax [pA] #define GB_CX(p) Cx [p] // unary operator #define GB_OP(z, x) \ z = x ; // casting #define GB_CAST(z, aij) \ double z = (double) aij ; // cij = op (aij) #define GB_CAST_OP(pC,pA) \ { \ /* aij = Ax [pA] */ \ float aij = Ax [pA] ; \ /* Cx [pC] = op (cast (aij)) */ \ double z = (double) aij ; \ Cx [pC] = z ; \ } // disable this operator and use the generic case if these conditions hold #define GB_DISABLE \ (GxB_NO_IDENTITY || GxB_NO_FP64 || GxB_NO_FP32) //------------------------------------------------------------------------------ // Cx = op (cast (Ax)): apply a unary operator //------------------------------------------------------------------------------ GrB_Info GB (_unop_apply__identity_fp64_fp32) ( double *Cx, // Cx and Ax may be aliased const float *Ax, const int8_t *restrict Ab, // A->b if A is bitmap int64_t anz, int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else int64_t p ; if (Ab == NULL) { #pragma omp parallel for num_threads(nthreads) schedule(static) for (p = 0 ; p < anz ; p++) { float aij = Ax [p] ; double z = (double) aij ; Cx [p] = z ; } } else { // bitmap case, no transpose; A->b already memcpy'd into C->b #pragma omp parallel for num_threads(nthreads) schedule(static) for (p = 0 ; p < anz ; p++) { if (!Ab [p]) continue ; float aij = Ax [p] ; double z = (double) aij ; Cx [p] = z ; } } return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // C = op (cast (A')): transpose, typecast, and apply a unary operator //------------------------------------------------------------------------------ GrB_Info GB (_unop_tran__identity_fp64_fp32) ( GrB_Matrix C, const GrB_Matrix A, int64_t *restrict *Workspaces, const int64_t *restrict A_slice, int nworkspaces, int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else #include "GB_unop_transpose.c" return (GrB_SUCCESS) ; #endif } #endif
Sema.h
//===--- Sema.h - Semantic Analysis & AST Building --------------*- C++ -*-===// // // The LLVM Compiler Infrastructure // // This file is distributed under the University of Illinois Open Source // License. See LICENSE.TXT for details. // //===----------------------------------------------------------------------===// // // This file defines the Sema class, which performs semantic analysis and // builds ASTs. // //===----------------------------------------------------------------------===// #ifndef LLVM_CLANG_SEMA_SEMA_H #define LLVM_CLANG_SEMA_SEMA_H #include "clang/AST/Attr.h" #include "clang/AST/Availability.h" #include "clang/AST/ComparisonCategories.h" #include "clang/AST/DeclTemplate.h" #include "clang/AST/DeclarationName.h" #include "clang/AST/Expr.h" #include "clang/AST/ExprCXX.h" #include "clang/AST/ExprObjC.h" #include "clang/AST/ExternalASTSource.h" #include "clang/AST/LocInfoType.h" #include "clang/AST/MangleNumberingContext.h" #include "clang/AST/NSAPI.h" #include "clang/AST/PrettyPrinter.h" #include "clang/AST/StmtCXX.h" #include "clang/AST/TypeLoc.h" #include "clang/AST/TypeOrdering.h" #include "clang/Basic/ExpressionTraits.h" #include "clang/Basic/Module.h" #include "clang/Basic/OpenMPKinds.h" #include "clang/Basic/PragmaKinds.h" #include "clang/Basic/Specifiers.h" #include "clang/Basic/TemplateKinds.h" #include "clang/Basic/TypeTraits.h" #include "clang/Sema/AnalysisBasedWarnings.h" #include "clang/Sema/CleanupInfo.h" #include "clang/Sema/DeclSpec.h" #include "clang/Sema/ExternalSemaSource.h" #include "clang/Sema/IdentifierResolver.h" #include "clang/Sema/ObjCMethodList.h" #include "clang/Sema/Ownership.h" #include "clang/Sema/Scope.h" #include "clang/Sema/TypoCorrection.h" #include "clang/Sema/Weak.h" #include "llvm/ADT/ArrayRef.h" #include "llvm/ADT/Optional.h" #include "llvm/ADT/SetVector.h" #include "llvm/ADT/SmallBitVector.h" #include "llvm/ADT/SmallPtrSet.h" #include "llvm/ADT/SmallVector.h" #include "llvm/ADT/TinyPtrVector.h" #include <deque> #include <memory> #include <string> #include <vector> namespace llvm { class APSInt; template <typename ValueT> struct DenseMapInfo; template <typename ValueT, typename ValueInfoT> class DenseSet; class SmallBitVector; struct InlineAsmIdentifierInfo; } namespace clang { class ADLResult; class ASTConsumer; class ASTContext; class ASTMutationListener; class ASTReader; class ASTWriter; class ArrayType; class ParsedAttr; class BindingDecl; class BlockDecl; class CapturedDecl; class CXXBasePath; class CXXBasePaths; class CXXBindTemporaryExpr; typedef SmallVector<CXXBaseSpecifier*, 4> CXXCastPath; class CXXConstructorDecl; class CXXConversionDecl; class CXXDeleteExpr; class CXXDestructorDecl; class CXXFieldCollector; class CXXMemberCallExpr; class CXXMethodDecl; class CXXScopeSpec; class CXXTemporary; class CXXTryStmt; class CallExpr; class ClassTemplateDecl; class ClassTemplatePartialSpecializationDecl; class ClassTemplateSpecializationDecl; class VarTemplatePartialSpecializationDecl; class CodeCompleteConsumer; class CodeCompletionAllocator; class CodeCompletionTUInfo; class CodeCompletionResult; class CoroutineBodyStmt; class Decl; class DeclAccessPair; class DeclContext; class DeclRefExpr; class DeclaratorDecl; class DeducedTemplateArgument; class DependentDiagnostic; class DesignatedInitExpr; class Designation; class EnableIfAttr; class EnumConstantDecl; class Expr; class ExtVectorType; class FormatAttr; class FriendDecl; class FunctionDecl; class FunctionProtoType; class FunctionTemplateDecl; class ImplicitConversionSequence; typedef MutableArrayRef<ImplicitConversionSequence> ConversionSequenceList; class InitListExpr; class InitializationKind; class InitializationSequence; class InitializedEntity; class IntegerLiteral; class LabelStmt; class LambdaExpr; class LangOptions; class LocalInstantiationScope; class LookupResult; class MacroInfo; typedef ArrayRef<std::pair<IdentifierInfo *, SourceLocation>> ModuleIdPath; class ModuleLoader; class MultiLevelTemplateArgumentList; class NamedDecl; class ObjCCategoryDecl; class ObjCCategoryImplDecl; class ObjCCompatibleAliasDecl; class ObjCContainerDecl; class ObjCImplDecl; class ObjCImplementationDecl; class ObjCInterfaceDecl; class ObjCIvarDecl; template <class T> class ObjCList; class ObjCMessageExpr; class ObjCMethodDecl; class ObjCPropertyDecl; class ObjCProtocolDecl; class OMPThreadPrivateDecl; class OMPDeclareReductionDecl; class OMPDeclareSimdDecl; class OMPClause; struct OverloadCandidate; class OverloadCandidateSet; class OverloadExpr; class ParenListExpr; class ParmVarDecl; class Preprocessor; class PseudoDestructorTypeStorage; class PseudoObjectExpr; class QualType; class StandardConversionSequence; class Stmt; class StringLiteral; class SwitchStmt; class TemplateArgument; class TemplateArgumentList; class TemplateArgumentLoc; class TemplateDecl; class TemplateInstantiationCallback; class TemplateParameterList; class TemplatePartialOrderingContext; class TemplateTemplateParmDecl; class Token; class TypeAliasDecl; class TypedefDecl; class TypedefNameDecl; class TypeLoc; class TypoCorrectionConsumer; class UnqualifiedId; class UnresolvedLookupExpr; class UnresolvedMemberExpr; class UnresolvedSetImpl; class UnresolvedSetIterator; class UsingDecl; class UsingShadowDecl; class ValueDecl; class VarDecl; class VarTemplateSpecializationDecl; class VisibilityAttr; class VisibleDeclConsumer; class IndirectFieldDecl; struct DeductionFailureInfo; class TemplateSpecCandidateSet; namespace sema { class AccessedEntity; class BlockScopeInfo; class Capture; class CapturedRegionScopeInfo; class CapturingScopeInfo; class CompoundScopeInfo; class DelayedDiagnostic; class DelayedDiagnosticPool; class FunctionScopeInfo; class LambdaScopeInfo; class PossiblyUnreachableDiag; class SemaPPCallbacks; class TemplateDeductionInfo; } namespace threadSafety { class BeforeSet; void threadSafetyCleanup(BeforeSet* Cache); } // FIXME: No way to easily map from TemplateTypeParmTypes to // TemplateTypeParmDecls, so we have this horrible PointerUnion. typedef std::pair<llvm::PointerUnion<const TemplateTypeParmType*, NamedDecl*>, SourceLocation> UnexpandedParameterPack; /// Describes whether we've seen any nullability information for the given /// file. struct FileNullability { /// The first pointer declarator (of any pointer kind) in the file that does /// not have a corresponding nullability annotation. SourceLocation PointerLoc; /// The end location for the first pointer declarator in the file. Used for /// placing fix-its. SourceLocation PointerEndLoc; /// Which kind of pointer declarator we saw. uint8_t PointerKind; /// Whether we saw any type nullability annotations in the given file. bool SawTypeNullability = false; }; /// A mapping from file IDs to a record of whether we've seen nullability /// information in that file. class FileNullabilityMap { /// A mapping from file IDs to the nullability information for each file ID. llvm::DenseMap<FileID, FileNullability> Map; /// A single-element cache based on the file ID. struct { FileID File; FileNullability Nullability; } Cache; public: FileNullability &operator[](FileID file) { // Check the single-element cache. if (file == Cache.File) return Cache.Nullability; // It's not in the single-element cache; flush the cache if we have one. if (!Cache.File.isInvalid()) { Map[Cache.File] = Cache.Nullability; } // Pull this entry into the cache. Cache.File = file; Cache.Nullability = Map[file]; return Cache.Nullability; } }; /// Sema - This implements semantic analysis and AST building for C. class Sema { Sema(const Sema &) = delete; void operator=(const Sema &) = delete; ///Source of additional semantic information. ExternalSemaSource *ExternalSource; ///Whether Sema has generated a multiplexer and has to delete it. bool isMultiplexExternalSource; static bool mightHaveNonExternalLinkage(const DeclaratorDecl *FD); bool isVisibleSlow(const NamedDecl *D); /// Determine whether two declarations should be linked together, given that /// the old declaration might not be visible and the new declaration might /// not have external linkage. bool shouldLinkPossiblyHiddenDecl(const NamedDecl *Old, const NamedDecl *New) { if (isVisible(Old)) return true; // See comment in below overload for why it's safe to compute the linkage // of the new declaration here. if (New->isExternallyDeclarable()) { assert(Old->isExternallyDeclarable() && "should not have found a non-externally-declarable previous decl"); return true; } return false; } bool shouldLinkPossiblyHiddenDecl(LookupResult &Old, const NamedDecl *New); public: typedef OpaquePtr<DeclGroupRef> DeclGroupPtrTy; typedef OpaquePtr<TemplateName> TemplateTy; typedef OpaquePtr<QualType> TypeTy; OpenCLOptions OpenCLFeatures; FPOptions FPFeatures; const LangOptions &LangOpts; Preprocessor &PP; ASTContext &Context; ASTConsumer &Consumer; DiagnosticsEngine &Diags; SourceManager &SourceMgr; /// Flag indicating whether or not to collect detailed statistics. bool CollectStats; /// Code-completion consumer. CodeCompleteConsumer *CodeCompleter; /// CurContext - This is the current declaration context of parsing. DeclContext *CurContext; /// Generally null except when we temporarily switch decl contexts, /// like in \see ActOnObjCTemporaryExitContainerContext. DeclContext *OriginalLexicalContext; /// VAListTagName - The declaration name corresponding to __va_list_tag. /// This is used as part of a hack to omit that class from ADL results. DeclarationName VAListTagName; bool MSStructPragmaOn; // True when \#pragma ms_struct on /// Controls member pointer representation format under the MS ABI. LangOptions::PragmaMSPointersToMembersKind MSPointerToMemberRepresentationMethod; /// Stack of active SEH __finally scopes. Can be empty. SmallVector<Scope*, 2> CurrentSEHFinally; /// Source location for newly created implicit MSInheritanceAttrs SourceLocation ImplicitMSInheritanceAttrLoc; /// pragma clang section kind enum PragmaClangSectionKind { PCSK_Invalid = 0, PCSK_BSS = 1, PCSK_Data = 2, PCSK_Rodata = 3, PCSK_Text = 4 }; enum PragmaClangSectionAction { PCSA_Set = 0, PCSA_Clear = 1 }; struct PragmaClangSection { std::string SectionName; bool Valid = false; SourceLocation PragmaLocation; void Act(SourceLocation PragmaLocation, PragmaClangSectionAction Action, StringLiteral* Name); }; PragmaClangSection PragmaClangBSSSection; PragmaClangSection PragmaClangDataSection; PragmaClangSection PragmaClangRodataSection; PragmaClangSection PragmaClangTextSection; enum PragmaMsStackAction { PSK_Reset = 0x0, // #pragma () PSK_Set = 0x1, // #pragma (value) PSK_Push = 0x2, // #pragma (push[, id]) PSK_Pop = 0x4, // #pragma (pop[, id]) PSK_Show = 0x8, // #pragma (show) -- only for "pack"! PSK_Push_Set = PSK_Push | PSK_Set, // #pragma (push[, id], value) PSK_Pop_Set = PSK_Pop | PSK_Set, // #pragma (pop[, id], value) }; template<typename ValueType> struct PragmaStack { struct Slot { llvm::StringRef StackSlotLabel; ValueType Value; SourceLocation PragmaLocation; SourceLocation PragmaPushLocation; Slot(llvm::StringRef StackSlotLabel, ValueType Value, SourceLocation PragmaLocation, SourceLocation PragmaPushLocation) : StackSlotLabel(StackSlotLabel), Value(Value), PragmaLocation(PragmaLocation), PragmaPushLocation(PragmaPushLocation) {} }; void Act(SourceLocation PragmaLocation, PragmaMsStackAction Action, llvm::StringRef StackSlotLabel, ValueType Value); // MSVC seems to add artificial slots to #pragma stacks on entering a C++ // method body to restore the stacks on exit, so it works like this: // // struct S { // #pragma <name>(push, InternalPragmaSlot, <current_pragma_value>) // void Method {} // #pragma <name>(pop, InternalPragmaSlot) // }; // // It works even with #pragma vtordisp, although MSVC doesn't support // #pragma vtordisp(push [, id], n) // syntax. // // Push / pop a named sentinel slot. void SentinelAction(PragmaMsStackAction Action, StringRef Label) { assert((Action == PSK_Push || Action == PSK_Pop) && "Can only push / pop #pragma stack sentinels!"); Act(CurrentPragmaLocation, Action, Label, CurrentValue); } // Constructors. explicit PragmaStack(const ValueType &Default) : DefaultValue(Default), CurrentValue(Default) {} bool hasValue() const { return CurrentValue != DefaultValue; } SmallVector<Slot, 2> Stack; ValueType DefaultValue; // Value used for PSK_Reset action. ValueType CurrentValue; SourceLocation CurrentPragmaLocation; }; // FIXME: We should serialize / deserialize these if they occur in a PCH (but // we shouldn't do so if they're in a module). /// Whether to insert vtordisps prior to virtual bases in the Microsoft /// C++ ABI. Possible values are 0, 1, and 2, which mean: /// /// 0: Suppress all vtordisps /// 1: Insert vtordisps in the presence of vbase overrides and non-trivial /// structors /// 2: Always insert vtordisps to support RTTI on partially constructed /// objects PragmaStack<MSVtorDispAttr::Mode> VtorDispStack; // #pragma pack. // Sentinel to represent when the stack is set to mac68k alignment. static const unsigned kMac68kAlignmentSentinel = ~0U; PragmaStack<unsigned> PackStack; // The current #pragma pack values and locations at each #include. struct PackIncludeState { unsigned CurrentValue; SourceLocation CurrentPragmaLocation; bool HasNonDefaultValue, ShouldWarnOnInclude; }; SmallVector<PackIncludeState, 8> PackIncludeStack; // Segment #pragmas. PragmaStack<StringLiteral *> DataSegStack; PragmaStack<StringLiteral *> BSSSegStack; PragmaStack<StringLiteral *> ConstSegStack; PragmaStack<StringLiteral *> CodeSegStack; // RAII object to push / pop sentinel slots for all MS #pragma stacks. // Actions should be performed only if we enter / exit a C++ method body. class PragmaStackSentinelRAII { public: PragmaStackSentinelRAII(Sema &S, StringRef SlotLabel, bool ShouldAct); ~PragmaStackSentinelRAII(); private: Sema &S; StringRef SlotLabel; bool ShouldAct; }; /// A mapping that describes the nullability we've seen in each header file. FileNullabilityMap NullabilityMap; /// Last section used with #pragma init_seg. StringLiteral *CurInitSeg; SourceLocation CurInitSegLoc; /// VisContext - Manages the stack for \#pragma GCC visibility. void *VisContext; // Really a "PragmaVisStack*" /// This represents the stack of attributes that were pushed by /// \#pragma clang attribute. struct PragmaAttributeEntry { SourceLocation Loc; ParsedAttr *Attribute; SmallVector<attr::SubjectMatchRule, 4> MatchRules; bool IsUsed; }; SmallVector<PragmaAttributeEntry, 2> PragmaAttributeStack; /// The declaration that is currently receiving an attribute from the /// #pragma attribute stack. const Decl *PragmaAttributeCurrentTargetDecl; /// This represents the last location of a "#pragma clang optimize off" /// directive if such a directive has not been closed by an "on" yet. If /// optimizations are currently "on", this is set to an invalid location. SourceLocation OptimizeOffPragmaLocation; /// Flag indicating if Sema is building a recovery call expression. /// /// This flag is used to avoid building recovery call expressions /// if Sema is already doing so, which would cause infinite recursions. bool IsBuildingRecoveryCallExpr; /// Used to control the generation of ExprWithCleanups. CleanupInfo Cleanup; /// ExprCleanupObjects - This is the stack of objects requiring /// cleanup that are created by the current full expression. The /// element type here is ExprWithCleanups::Object. SmallVector<BlockDecl*, 8> ExprCleanupObjects; /// Store a list of either DeclRefExprs or MemberExprs /// that contain a reference to a variable (constant) that may or may not /// be odr-used in this Expr, and we won't know until all lvalue-to-rvalue /// and discarded value conversions have been applied to all subexpressions /// of the enclosing full expression. This is cleared at the end of each /// full expression. llvm::SmallPtrSet<Expr*, 2> MaybeODRUseExprs; std::unique_ptr<sema::FunctionScopeInfo> PreallocatedFunctionScope; /// Stack containing information about each of the nested /// function, block, and method scopes that are currently active. SmallVector<sema::FunctionScopeInfo *, 4> FunctionScopes; typedef LazyVector<TypedefNameDecl *, ExternalSemaSource, &ExternalSemaSource::ReadExtVectorDecls, 2, 2> ExtVectorDeclsType; /// ExtVectorDecls - This is a list all the extended vector types. This allows /// us to associate a raw vector type with one of the ext_vector type names. /// This is only necessary for issuing pretty diagnostics. ExtVectorDeclsType ExtVectorDecls; /// FieldCollector - Collects CXXFieldDecls during parsing of C++ classes. std::unique_ptr<CXXFieldCollector> FieldCollector; typedef llvm::SmallSetVector<NamedDecl *, 16> NamedDeclSetType; /// Set containing all declared private fields that are not used. NamedDeclSetType UnusedPrivateFields; /// Set containing all typedefs that are likely unused. llvm::SmallSetVector<const TypedefNameDecl *, 4> UnusedLocalTypedefNameCandidates; /// Delete-expressions to be analyzed at the end of translation unit /// /// This list contains class members, and locations of delete-expressions /// that could not be proven as to whether they mismatch with new-expression /// used in initializer of the field. typedef std::pair<SourceLocation, bool> DeleteExprLoc; typedef llvm::SmallVector<DeleteExprLoc, 4> DeleteLocs; llvm::MapVector<FieldDecl *, DeleteLocs> DeleteExprs; typedef llvm::SmallPtrSet<const CXXRecordDecl*, 8> RecordDeclSetTy; /// PureVirtualClassDiagSet - a set of class declarations which we have /// emitted a list of pure virtual functions. Used to prevent emitting the /// same list more than once. std::unique_ptr<RecordDeclSetTy> PureVirtualClassDiagSet; /// ParsingInitForAutoVars - a set of declarations with auto types for which /// we are currently parsing the initializer. llvm::SmallPtrSet<const Decl*, 4> ParsingInitForAutoVars; /// Look for a locally scoped extern "C" declaration by the given name. NamedDecl *findLocallyScopedExternCDecl(DeclarationName Name); typedef LazyVector<VarDecl *, ExternalSemaSource, &ExternalSemaSource::ReadTentativeDefinitions, 2, 2> TentativeDefinitionsType; /// All the tentative definitions encountered in the TU. TentativeDefinitionsType TentativeDefinitions; typedef LazyVector<const DeclaratorDecl *, ExternalSemaSource, &ExternalSemaSource::ReadUnusedFileScopedDecls, 2, 2> UnusedFileScopedDeclsType; /// The set of file scoped decls seen so far that have not been used /// and must warn if not used. Only contains the first declaration. UnusedFileScopedDeclsType UnusedFileScopedDecls; typedef LazyVector<CXXConstructorDecl *, ExternalSemaSource, &ExternalSemaSource::ReadDelegatingConstructors, 2, 2> DelegatingCtorDeclsType; /// All the delegating constructors seen so far in the file, used for /// cycle detection at the end of the TU. DelegatingCtorDeclsType DelegatingCtorDecls; /// All the overriding functions seen during a class definition /// that had their exception spec checks delayed, plus the overridden /// function. SmallVector<std::pair<const CXXMethodDecl*, const CXXMethodDecl*>, 2> DelayedExceptionSpecChecks; /// All the members seen during a class definition which were both /// explicitly defaulted and had explicitly-specified exception /// specifications, along with the function type containing their /// user-specified exception specification. Those exception specifications /// were overridden with the default specifications, but we still need to /// check whether they are compatible with the default specification, and /// we can't do that until the nesting set of class definitions is complete. SmallVector<std::pair<CXXMethodDecl*, const FunctionProtoType*>, 2> DelayedDefaultedMemberExceptionSpecs; typedef llvm::MapVector<const FunctionDecl *, std::unique_ptr<LateParsedTemplate>> LateParsedTemplateMapT; LateParsedTemplateMapT LateParsedTemplateMap; /// Callback to the parser to parse templated functions when needed. typedef void LateTemplateParserCB(void *P, LateParsedTemplate &LPT); typedef void LateTemplateParserCleanupCB(void *P); LateTemplateParserCB *LateTemplateParser; LateTemplateParserCleanupCB *LateTemplateParserCleanup; void *OpaqueParser; void SetLateTemplateParser(LateTemplateParserCB *LTP, LateTemplateParserCleanupCB *LTPCleanup, void *P) { LateTemplateParser = LTP; LateTemplateParserCleanup = LTPCleanup; OpaqueParser = P; } class DelayedDiagnostics; class DelayedDiagnosticsState { sema::DelayedDiagnosticPool *SavedPool; friend class Sema::DelayedDiagnostics; }; typedef DelayedDiagnosticsState ParsingDeclState; typedef DelayedDiagnosticsState ProcessingContextState; /// A class which encapsulates the logic for delaying diagnostics /// during parsing and other processing. class DelayedDiagnostics { /// The current pool of diagnostics into which delayed /// diagnostics should go. sema::DelayedDiagnosticPool *CurPool; public: DelayedDiagnostics() : CurPool(nullptr) {} /// Adds a delayed diagnostic. void add(const sema::DelayedDiagnostic &diag); // in DelayedDiagnostic.h /// Determines whether diagnostics should be delayed. bool shouldDelayDiagnostics() { return CurPool != nullptr; } /// Returns the current delayed-diagnostics pool. sema::DelayedDiagnosticPool *getCurrentPool() const { return CurPool; } /// Enter a new scope. Access and deprecation diagnostics will be /// collected in this pool. DelayedDiagnosticsState push(sema::DelayedDiagnosticPool &pool) { DelayedDiagnosticsState state; state.SavedPool = CurPool; CurPool = &pool; return state; } /// Leave a delayed-diagnostic state that was previously pushed. /// Do not emit any of the diagnostics. This is performed as part /// of the bookkeeping of popping a pool "properly". void popWithoutEmitting(DelayedDiagnosticsState state) { CurPool = state.SavedPool; } /// Enter a new scope where access and deprecation diagnostics are /// not delayed. DelayedDiagnosticsState pushUndelayed() { DelayedDiagnosticsState state; state.SavedPool = CurPool; CurPool = nullptr; return state; } /// Undo a previous pushUndelayed(). void popUndelayed(DelayedDiagnosticsState state) { assert(CurPool == nullptr); CurPool = state.SavedPool; } } DelayedDiagnostics; /// A RAII object to temporarily push a declaration context. class ContextRAII { private: Sema &S; DeclContext *SavedContext; ProcessingContextState SavedContextState; QualType SavedCXXThisTypeOverride; public: ContextRAII(Sema &S, DeclContext *ContextToPush, bool NewThisContext = true) : S(S), SavedContext(S.CurContext), SavedContextState(S.DelayedDiagnostics.pushUndelayed()), SavedCXXThisTypeOverride(S.CXXThisTypeOverride) { assert(ContextToPush && "pushing null context"); S.CurContext = ContextToPush; if (NewThisContext) S.CXXThisTypeOverride = QualType(); } void pop() { if (!SavedContext) return; S.CurContext = SavedContext; S.DelayedDiagnostics.popUndelayed(SavedContextState); S.CXXThisTypeOverride = SavedCXXThisTypeOverride; SavedContext = nullptr; } ~ContextRAII() { pop(); } }; /// RAII object to handle the state changes required to synthesize /// a function body. class SynthesizedFunctionScope { Sema &S; Sema::ContextRAII SavedContext; bool PushedCodeSynthesisContext = false; public: SynthesizedFunctionScope(Sema &S, DeclContext *DC) : S(S), SavedContext(S, DC) { S.PushFunctionScope(); S.PushExpressionEvaluationContext( Sema::ExpressionEvaluationContext::PotentiallyEvaluated); if (auto *FD = dyn_cast<FunctionDecl>(DC)) FD->setWillHaveBody(true); else assert(isa<ObjCMethodDecl>(DC)); } void addContextNote(SourceLocation UseLoc) { assert(!PushedCodeSynthesisContext); Sema::CodeSynthesisContext Ctx; Ctx.Kind = Sema::CodeSynthesisContext::DefiningSynthesizedFunction; Ctx.PointOfInstantiation = UseLoc; Ctx.Entity = cast<Decl>(S.CurContext); S.pushCodeSynthesisContext(Ctx); PushedCodeSynthesisContext = true; } ~SynthesizedFunctionScope() { if (PushedCodeSynthesisContext) S.popCodeSynthesisContext(); if (auto *FD = dyn_cast<FunctionDecl>(S.CurContext)) FD->setWillHaveBody(false); S.PopExpressionEvaluationContext(); S.PopFunctionScopeInfo(); } }; /// WeakUndeclaredIdentifiers - Identifiers contained in /// \#pragma weak before declared. rare. may alias another /// identifier, declared or undeclared llvm::MapVector<IdentifierInfo *, WeakInfo> WeakUndeclaredIdentifiers; /// ExtnameUndeclaredIdentifiers - Identifiers contained in /// \#pragma redefine_extname before declared. Used in Solaris system headers /// to define functions that occur in multiple standards to call the version /// in the currently selected standard. llvm::DenseMap<IdentifierInfo*,AsmLabelAttr*> ExtnameUndeclaredIdentifiers; /// Load weak undeclared identifiers from the external source. void LoadExternalWeakUndeclaredIdentifiers(); /// WeakTopLevelDecl - Translation-unit scoped declarations generated by /// \#pragma weak during processing of other Decls. /// I couldn't figure out a clean way to generate these in-line, so /// we store them here and handle separately -- which is a hack. /// It would be best to refactor this. SmallVector<Decl*,2> WeakTopLevelDecl; IdentifierResolver IdResolver; /// Translation Unit Scope - useful to Objective-C actions that need /// to lookup file scope declarations in the "ordinary" C decl namespace. /// For example, user-defined classes, built-in "id" type, etc. Scope *TUScope; /// The C++ "std" namespace, where the standard library resides. LazyDeclPtr StdNamespace; /// The C++ "std::bad_alloc" class, which is defined by the C++ /// standard library. LazyDeclPtr StdBadAlloc; /// The C++ "std::align_val_t" enum class, which is defined by the C++ /// standard library. LazyDeclPtr StdAlignValT; /// The C++ "std::experimental" namespace, where the experimental parts /// of the standard library resides. NamespaceDecl *StdExperimentalNamespaceCache; /// The C++ "std::initializer_list" template, which is defined in /// \<initializer_list>. ClassTemplateDecl *StdInitializerList; /// The C++ "std::coroutine_traits" template, which is defined in /// \<coroutine_traits> ClassTemplateDecl *StdCoroutineTraitsCache; /// The C++ "type_info" declaration, which is defined in \<typeinfo>. RecordDecl *CXXTypeInfoDecl; /// The MSVC "_GUID" struct, which is defined in MSVC header files. RecordDecl *MSVCGuidDecl; /// Caches identifiers/selectors for NSFoundation APIs. std::unique_ptr<NSAPI> NSAPIObj; /// The declaration of the Objective-C NSNumber class. ObjCInterfaceDecl *NSNumberDecl; /// The declaration of the Objective-C NSValue class. ObjCInterfaceDecl *NSValueDecl; /// Pointer to NSNumber type (NSNumber *). QualType NSNumberPointer; /// Pointer to NSValue type (NSValue *). QualType NSValuePointer; /// The Objective-C NSNumber methods used to create NSNumber literals. ObjCMethodDecl *NSNumberLiteralMethods[NSAPI::NumNSNumberLiteralMethods]; /// The declaration of the Objective-C NSString class. ObjCInterfaceDecl *NSStringDecl; /// Pointer to NSString type (NSString *). QualType NSStringPointer; /// The declaration of the stringWithUTF8String: method. ObjCMethodDecl *StringWithUTF8StringMethod; /// The declaration of the valueWithBytes:objCType: method. ObjCMethodDecl *ValueWithBytesObjCTypeMethod; /// The declaration of the Objective-C NSArray class. ObjCInterfaceDecl *NSArrayDecl; /// The declaration of the arrayWithObjects:count: method. ObjCMethodDecl *ArrayWithObjectsMethod; /// The declaration of the Objective-C NSDictionary class. ObjCInterfaceDecl *NSDictionaryDecl; /// The declaration of the dictionaryWithObjects:forKeys:count: method. ObjCMethodDecl *DictionaryWithObjectsMethod; /// id<NSCopying> type. QualType QIDNSCopying; /// will hold 'respondsToSelector:' Selector RespondsToSelectorSel; /// A flag to remember whether the implicit forms of operator new and delete /// have been declared. bool GlobalNewDeleteDeclared; /// A flag to indicate that we're in a context that permits abstract /// references to fields. This is really a bool AllowAbstractFieldReference; /// Describes how the expressions currently being parsed are /// evaluated at run-time, if at all. enum class ExpressionEvaluationContext { /// The current expression and its subexpressions occur within an /// unevaluated operand (C++11 [expr]p7), such as the subexpression of /// \c sizeof, where the type of the expression may be significant but /// no code will be generated to evaluate the value of the expression at /// run time. Unevaluated, /// The current expression occurs within a braced-init-list within /// an unevaluated operand. This is mostly like a regular unevaluated /// context, except that we still instantiate constexpr functions that are /// referenced here so that we can perform narrowing checks correctly. UnevaluatedList, /// The current expression occurs within a discarded statement. /// This behaves largely similarly to an unevaluated operand in preventing /// definitions from being required, but not in other ways. DiscardedStatement, /// The current expression occurs within an unevaluated /// operand that unconditionally permits abstract references to /// fields, such as a SIZE operator in MS-style inline assembly. UnevaluatedAbstract, /// The current context is "potentially evaluated" in C++11 terms, /// but the expression is evaluated at compile-time (like the values of /// cases in a switch statement). ConstantEvaluated, /// The current expression is potentially evaluated at run time, /// which means that code may be generated to evaluate the value of the /// expression at run time. PotentiallyEvaluated, /// The current expression is potentially evaluated, but any /// declarations referenced inside that expression are only used if /// in fact the current expression is used. /// /// This value is used when parsing default function arguments, for which /// we would like to provide diagnostics (e.g., passing non-POD arguments /// through varargs) but do not want to mark declarations as "referenced" /// until the default argument is used. PotentiallyEvaluatedIfUsed }; /// Data structure used to record current or nested /// expression evaluation contexts. struct ExpressionEvaluationContextRecord { /// The expression evaluation context. ExpressionEvaluationContext Context; /// Whether the enclosing context needed a cleanup. CleanupInfo ParentCleanup; /// Whether we are in a decltype expression. bool IsDecltype; /// The number of active cleanup objects when we entered /// this expression evaluation context. unsigned NumCleanupObjects; /// The number of typos encountered during this expression evaluation /// context (i.e. the number of TypoExprs created). unsigned NumTypos; llvm::SmallPtrSet<Expr*, 2> SavedMaybeODRUseExprs; /// The lambdas that are present within this context, if it /// is indeed an unevaluated context. SmallVector<LambdaExpr *, 2> Lambdas; /// The declaration that provides context for lambda expressions /// and block literals if the normal declaration context does not /// suffice, e.g., in a default function argument. Decl *ManglingContextDecl; /// The context information used to mangle lambda expressions /// and block literals within this context. /// /// This mangling information is allocated lazily, since most contexts /// do not have lambda expressions or block literals. std::unique_ptr<MangleNumberingContext> MangleNumbering; /// If we are processing a decltype type, a set of call expressions /// for which we have deferred checking the completeness of the return type. SmallVector<CallExpr *, 8> DelayedDecltypeCalls; /// If we are processing a decltype type, a set of temporary binding /// expressions for which we have deferred checking the destructor. SmallVector<CXXBindTemporaryExpr *, 8> DelayedDecltypeBinds; /// \brief Describes whether we are in an expression constext which we have /// to handle differently. enum ExpressionKind { EK_Decltype, EK_TemplateArgument, EK_Other } ExprContext; ExpressionEvaluationContextRecord(ExpressionEvaluationContext Context, unsigned NumCleanupObjects, CleanupInfo ParentCleanup, Decl *ManglingContextDecl, ExpressionKind ExprContext) : Context(Context), ParentCleanup(ParentCleanup), NumCleanupObjects(NumCleanupObjects), NumTypos(0), ManglingContextDecl(ManglingContextDecl), MangleNumbering(), ExprContext(ExprContext) {} /// Retrieve the mangling numbering context, used to consistently /// number constructs like lambdas for mangling. MangleNumberingContext &getMangleNumberingContext(ASTContext &Ctx); bool isUnevaluated() const { return Context == ExpressionEvaluationContext::Unevaluated || Context == ExpressionEvaluationContext::UnevaluatedAbstract || Context == ExpressionEvaluationContext::UnevaluatedList; } bool isConstantEvaluated() const { return Context == ExpressionEvaluationContext::ConstantEvaluated; } }; /// A stack of expression evaluation contexts. SmallVector<ExpressionEvaluationContextRecord, 8> ExprEvalContexts; /// Compute the mangling number context for a lambda expression or /// block literal. /// /// \param DC - The DeclContext containing the lambda expression or /// block literal. /// \param[out] ManglingContextDecl - Returns the ManglingContextDecl /// associated with the context, if relevant. MangleNumberingContext *getCurrentMangleNumberContext( const DeclContext *DC, Decl *&ManglingContextDecl); /// SpecialMemberOverloadResult - The overloading result for a special member /// function. /// /// This is basically a wrapper around PointerIntPair. The lowest bits of the /// integer are used to determine whether overload resolution succeeded. class SpecialMemberOverloadResult { public: enum Kind { NoMemberOrDeleted, Ambiguous, Success }; private: llvm::PointerIntPair<CXXMethodDecl*, 2> Pair; public: SpecialMemberOverloadResult() : Pair() {} SpecialMemberOverloadResult(CXXMethodDecl *MD) : Pair(MD, MD->isDeleted() ? NoMemberOrDeleted : Success) {} CXXMethodDecl *getMethod() const { return Pair.getPointer(); } void setMethod(CXXMethodDecl *MD) { Pair.setPointer(MD); } Kind getKind() const { return static_cast<Kind>(Pair.getInt()); } void setKind(Kind K) { Pair.setInt(K); } }; class SpecialMemberOverloadResultEntry : public llvm::FastFoldingSetNode, public SpecialMemberOverloadResult { public: SpecialMemberOverloadResultEntry(const llvm::FoldingSetNodeID &ID) : FastFoldingSetNode(ID) {} }; /// A cache of special member function overload resolution results /// for C++ records. llvm::FoldingSet<SpecialMemberOverloadResultEntry> SpecialMemberCache; /// A cache of the flags available in enumerations with the flag_bits /// attribute. mutable llvm::DenseMap<const EnumDecl*, llvm::APInt> FlagBitsCache; /// The kind of translation unit we are processing. /// /// When we're processing a complete translation unit, Sema will perform /// end-of-translation-unit semantic tasks (such as creating /// initializers for tentative definitions in C) once parsing has /// completed. Modules and precompiled headers perform different kinds of /// checks. TranslationUnitKind TUKind; llvm::BumpPtrAllocator BumpAlloc; /// The number of SFINAE diagnostics that have been trapped. unsigned NumSFINAEErrors; typedef llvm::DenseMap<ParmVarDecl *, llvm::TinyPtrVector<ParmVarDecl *>> UnparsedDefaultArgInstantiationsMap; /// A mapping from parameters with unparsed default arguments to the /// set of instantiations of each parameter. /// /// This mapping is a temporary data structure used when parsing /// nested class templates or nested classes of class templates, /// where we might end up instantiating an inner class before the /// default arguments of its methods have been parsed. UnparsedDefaultArgInstantiationsMap UnparsedDefaultArgInstantiations; // Contains the locations of the beginning of unparsed default // argument locations. llvm::DenseMap<ParmVarDecl *, SourceLocation> UnparsedDefaultArgLocs; /// UndefinedInternals - all the used, undefined objects which require a /// definition in this translation unit. llvm::MapVector<NamedDecl *, SourceLocation> UndefinedButUsed; /// Determine if VD, which must be a variable or function, is an external /// symbol that nonetheless can't be referenced from outside this translation /// unit because its type has no linkage and it's not extern "C". bool isExternalWithNoLinkageType(ValueDecl *VD); /// Obtain a sorted list of functions that are undefined but ODR-used. void getUndefinedButUsed( SmallVectorImpl<std::pair<NamedDecl *, SourceLocation> > &Undefined); /// Retrieves list of suspicious delete-expressions that will be checked at /// the end of translation unit. const llvm::MapVector<FieldDecl *, DeleteLocs> & getMismatchingDeleteExpressions() const; typedef std::pair<ObjCMethodList, ObjCMethodList> GlobalMethods; typedef llvm::DenseMap<Selector, GlobalMethods> GlobalMethodPool; /// Method Pool - allows efficient lookup when typechecking messages to "id". /// We need to maintain a list, since selectors can have differing signatures /// across classes. In Cocoa, this happens to be extremely uncommon (only 1% /// of selectors are "overloaded"). /// At the head of the list it is recorded whether there were 0, 1, or >= 2 /// methods inside categories with a particular selector. GlobalMethodPool MethodPool; /// Method selectors used in a \@selector expression. Used for implementation /// of -Wselector. llvm::MapVector<Selector, SourceLocation> ReferencedSelectors; /// Kinds of C++ special members. enum CXXSpecialMember { CXXDefaultConstructor, CXXCopyConstructor, CXXMoveConstructor, CXXCopyAssignment, CXXMoveAssignment, CXXDestructor, CXXInvalid }; typedef llvm::PointerIntPair<CXXRecordDecl *, 3, CXXSpecialMember> SpecialMemberDecl; /// The C++ special members which we are currently in the process of /// declaring. If this process recursively triggers the declaration of the /// same special member, we should act as if it is not yet declared. llvm::SmallPtrSet<SpecialMemberDecl, 4> SpecialMembersBeingDeclared; /// The function definitions which were renamed as part of typo-correction /// to match their respective declarations. We want to keep track of them /// to ensure that we don't emit a "redefinition" error if we encounter a /// correctly named definition after the renamed definition. llvm::SmallPtrSet<const NamedDecl *, 4> TypoCorrectedFunctionDefinitions; /// Stack of types that correspond to the parameter entities that are /// currently being copy-initialized. Can be empty. llvm::SmallVector<QualType, 4> CurrentParameterCopyTypes; void ReadMethodPool(Selector Sel); void updateOutOfDateSelector(Selector Sel); /// Private Helper predicate to check for 'self'. bool isSelfExpr(Expr *RExpr); bool isSelfExpr(Expr *RExpr, const ObjCMethodDecl *Method); /// Cause the active diagnostic on the DiagosticsEngine to be /// emitted. This is closely coupled to the SemaDiagnosticBuilder class and /// should not be used elsewhere. void EmitCurrentDiagnostic(unsigned DiagID); /// Records and restores the FP_CONTRACT state on entry/exit of compound /// statements. class FPContractStateRAII { public: FPContractStateRAII(Sema &S) : S(S), OldFPFeaturesState(S.FPFeatures) {} ~FPContractStateRAII() { S.FPFeatures = OldFPFeaturesState; } private: Sema& S; FPOptions OldFPFeaturesState; }; void addImplicitTypedef(StringRef Name, QualType T); public: Sema(Preprocessor &pp, ASTContext &ctxt, ASTConsumer &consumer, TranslationUnitKind TUKind = TU_Complete, CodeCompleteConsumer *CompletionConsumer = nullptr); ~Sema(); /// Perform initialization that occurs after the parser has been /// initialized but before it parses anything. void Initialize(); const LangOptions &getLangOpts() const { return LangOpts; } OpenCLOptions &getOpenCLOptions() { return OpenCLFeatures; } FPOptions &getFPOptions() { return FPFeatures; } DiagnosticsEngine &getDiagnostics() const { return Diags; } SourceManager &getSourceManager() const { return SourceMgr; } Preprocessor &getPreprocessor() const { return PP; } ASTContext &getASTContext() const { return Context; } ASTConsumer &getASTConsumer() const { return Consumer; } ASTMutationListener *getASTMutationListener() const; ExternalSemaSource* getExternalSource() const { return ExternalSource; } ///Registers an external source. If an external source already exists, /// creates a multiplex external source and appends to it. /// ///\param[in] E - A non-null external sema source. /// void addExternalSource(ExternalSemaSource *E); void PrintStats() const; /// Helper class that creates diagnostics with optional /// template instantiation stacks. /// /// This class provides a wrapper around the basic DiagnosticBuilder /// class that emits diagnostics. SemaDiagnosticBuilder is /// responsible for emitting the diagnostic (as DiagnosticBuilder /// does) and, if the diagnostic comes from inside a template /// instantiation, printing the template instantiation stack as /// well. class SemaDiagnosticBuilder : public DiagnosticBuilder { Sema &SemaRef; unsigned DiagID; public: SemaDiagnosticBuilder(DiagnosticBuilder &DB, Sema &SemaRef, unsigned DiagID) : DiagnosticBuilder(DB), SemaRef(SemaRef), DiagID(DiagID) { } // This is a cunning lie. DiagnosticBuilder actually performs move // construction in its copy constructor (but due to varied uses, it's not // possible to conveniently express this as actual move construction). So // the default copy ctor here is fine, because the base class disables the // source anyway, so the user-defined ~SemaDiagnosticBuilder is a safe no-op // in that case anwyay. SemaDiagnosticBuilder(const SemaDiagnosticBuilder&) = default; ~SemaDiagnosticBuilder() { // If we aren't active, there is nothing to do. if (!isActive()) return; // Otherwise, we need to emit the diagnostic. First flush the underlying // DiagnosticBuilder data, and clear the diagnostic builder itself so it // won't emit the diagnostic in its own destructor. // // This seems wasteful, in that as written the DiagnosticBuilder dtor will // do its own needless checks to see if the diagnostic needs to be // emitted. However, because we take care to ensure that the builder // objects never escape, a sufficiently smart compiler will be able to // eliminate that code. FlushCounts(); Clear(); // Dispatch to Sema to emit the diagnostic. SemaRef.EmitCurrentDiagnostic(DiagID); } /// Teach operator<< to produce an object of the correct type. template<typename T> friend const SemaDiagnosticBuilder &operator<<( const SemaDiagnosticBuilder &Diag, const T &Value) { const DiagnosticBuilder &BaseDiag = Diag; BaseDiag << Value; return Diag; } }; /// Emit a diagnostic. SemaDiagnosticBuilder Diag(SourceLocation Loc, unsigned DiagID) { DiagnosticBuilder DB = Diags.Report(Loc, DiagID); return SemaDiagnosticBuilder(DB, *this, DiagID); } /// Emit a partial diagnostic. SemaDiagnosticBuilder Diag(SourceLocation Loc, const PartialDiagnostic& PD); /// Build a partial diagnostic. PartialDiagnostic PDiag(unsigned DiagID = 0); // in SemaInternal.h bool findMacroSpelling(SourceLocation &loc, StringRef name); /// Get a string to suggest for zero-initialization of a type. std::string getFixItZeroInitializerForType(QualType T, SourceLocation Loc) const; std::string getFixItZeroLiteralForType(QualType T, SourceLocation Loc) const; /// Calls \c Lexer::getLocForEndOfToken() SourceLocation getLocForEndOfToken(SourceLocation Loc, unsigned Offset = 0); /// Retrieve the module loader associated with the preprocessor. ModuleLoader &getModuleLoader() const; void emitAndClearUnusedLocalTypedefWarnings(); void ActOnStartOfTranslationUnit(); void ActOnEndOfTranslationUnit(); void CheckDelegatingCtorCycles(); Scope *getScopeForContext(DeclContext *Ctx); void PushFunctionScope(); void PushBlockScope(Scope *BlockScope, BlockDecl *Block); sema::LambdaScopeInfo *PushLambdaScope(); /// This is used to inform Sema what the current TemplateParameterDepth /// is during Parsing. Currently it is used to pass on the depth /// when parsing generic lambda 'auto' parameters. void RecordParsingTemplateParameterDepth(unsigned Depth); void PushCapturedRegionScope(Scope *RegionScope, CapturedDecl *CD, RecordDecl *RD, CapturedRegionKind K); void PopFunctionScopeInfo(const sema::AnalysisBasedWarnings::Policy *WP = nullptr, const Decl *D = nullptr, const BlockExpr *blkExpr = nullptr); sema::FunctionScopeInfo *getCurFunction() const { return FunctionScopes.empty() ? nullptr : FunctionScopes.back(); } sema::FunctionScopeInfo *getEnclosingFunction() const; void setFunctionHasBranchIntoScope(); void setFunctionHasBranchProtectedScope(); void setFunctionHasIndirectGoto(); void PushCompoundScope(bool IsStmtExpr); void PopCompoundScope(); sema::CompoundScopeInfo &getCurCompoundScope() const; bool hasAnyUnrecoverableErrorsInThisFunction() const; /// Retrieve the current block, if any. sema::BlockScopeInfo *getCurBlock(); /// Retrieve the current lambda scope info, if any. /// \param IgnoreNonLambdaCapturingScope true if should find the top-most /// lambda scope info ignoring all inner capturing scopes that are not /// lambda scopes. sema::LambdaScopeInfo * getCurLambda(bool IgnoreNonLambdaCapturingScope = false); /// Retrieve the current generic lambda info, if any. sema::LambdaScopeInfo *getCurGenericLambda(); /// Retrieve the current captured region, if any. sema::CapturedRegionScopeInfo *getCurCapturedRegion(); /// WeakTopLevelDeclDecls - access to \#pragma weak-generated Decls SmallVectorImpl<Decl *> &WeakTopLevelDecls() { return WeakTopLevelDecl; } void ActOnComment(SourceRange Comment); //===--------------------------------------------------------------------===// // Type Analysis / Processing: SemaType.cpp. // QualType BuildQualifiedType(QualType T, SourceLocation Loc, Qualifiers Qs, const DeclSpec *DS = nullptr); QualType BuildQualifiedType(QualType T, SourceLocation Loc, unsigned CVRA, const DeclSpec *DS = nullptr); QualType BuildPointerType(QualType T, SourceLocation Loc, DeclarationName Entity); QualType BuildReferenceType(QualType T, bool LValueRef, SourceLocation Loc, DeclarationName Entity); QualType BuildArrayType(QualType T, ArrayType::ArraySizeModifier ASM, Expr *ArraySize, unsigned Quals, SourceRange Brackets, DeclarationName Entity); QualType BuildVectorType(QualType T, Expr *VecSize, SourceLocation AttrLoc); QualType BuildExtVectorType(QualType T, Expr *ArraySize, SourceLocation AttrLoc); QualType BuildAddressSpaceAttr(QualType &T, Expr *AddrSpace, SourceLocation AttrLoc); bool CheckFunctionReturnType(QualType T, SourceLocation Loc); /// Build a function type. /// /// This routine checks the function type according to C++ rules and /// under the assumption that the result type and parameter types have /// just been instantiated from a template. It therefore duplicates /// some of the behavior of GetTypeForDeclarator, but in a much /// simpler form that is only suitable for this narrow use case. /// /// \param T The return type of the function. /// /// \param ParamTypes The parameter types of the function. This array /// will be modified to account for adjustments to the types of the /// function parameters. /// /// \param Loc The location of the entity whose type involves this /// function type or, if there is no such entity, the location of the /// type that will have function type. /// /// \param Entity The name of the entity that involves the function /// type, if known. /// /// \param EPI Extra information about the function type. Usually this will /// be taken from an existing function with the same prototype. /// /// \returns A suitable function type, if there are no errors. The /// unqualified type will always be a FunctionProtoType. /// Otherwise, returns a NULL type. QualType BuildFunctionType(QualType T, MutableArrayRef<QualType> ParamTypes, SourceLocation Loc, DeclarationName Entity, const FunctionProtoType::ExtProtoInfo &EPI); QualType BuildMemberPointerType(QualType T, QualType Class, SourceLocation Loc, DeclarationName Entity); QualType BuildBlockPointerType(QualType T, SourceLocation Loc, DeclarationName Entity); QualType BuildParenType(QualType T); QualType BuildAtomicType(QualType T, SourceLocation Loc); QualType BuildReadPipeType(QualType T, SourceLocation Loc); QualType BuildWritePipeType(QualType T, SourceLocation Loc); TypeSourceInfo *GetTypeForDeclarator(Declarator &D, Scope *S); TypeSourceInfo *GetTypeForDeclaratorCast(Declarator &D, QualType FromTy); TypeSourceInfo *GetTypeSourceInfoForDeclarator(Declarator &D, QualType T, TypeSourceInfo *ReturnTypeInfo); /// Package the given type and TSI into a ParsedType. ParsedType CreateParsedType(QualType T, TypeSourceInfo *TInfo); DeclarationNameInfo GetNameForDeclarator(Declarator &D); DeclarationNameInfo GetNameFromUnqualifiedId(const UnqualifiedId &Name); static QualType GetTypeFromParser(ParsedType Ty, TypeSourceInfo **TInfo = nullptr); CanThrowResult canThrow(const Expr *E); const FunctionProtoType *ResolveExceptionSpec(SourceLocation Loc, const FunctionProtoType *FPT); void UpdateExceptionSpec(FunctionDecl *FD, const FunctionProtoType::ExceptionSpecInfo &ESI); bool CheckSpecifiedExceptionType(QualType &T, SourceRange Range); bool CheckDistantExceptionSpec(QualType T); bool CheckEquivalentExceptionSpec(FunctionDecl *Old, FunctionDecl *New); bool CheckEquivalentExceptionSpec( const FunctionProtoType *Old, SourceLocation OldLoc, const FunctionProtoType *New, SourceLocation NewLoc); bool CheckEquivalentExceptionSpec( const PartialDiagnostic &DiagID, const PartialDiagnostic & NoteID, const FunctionProtoType *Old, SourceLocation OldLoc, const FunctionProtoType *New, SourceLocation NewLoc); bool handlerCanCatch(QualType HandlerType, QualType ExceptionType); bool CheckExceptionSpecSubset(const PartialDiagnostic &DiagID, const PartialDiagnostic &NestedDiagID, const PartialDiagnostic &NoteID, const FunctionProtoType *Superset, SourceLocation SuperLoc, const FunctionProtoType *Subset, SourceLocation SubLoc); bool CheckParamExceptionSpec(const PartialDiagnostic &NestedDiagID, const PartialDiagnostic &NoteID, const FunctionProtoType *Target, SourceLocation TargetLoc, const FunctionProtoType *Source, SourceLocation SourceLoc); TypeResult ActOnTypeName(Scope *S, Declarator &D); /// The parser has parsed the context-sensitive type 'instancetype' /// in an Objective-C message declaration. Return the appropriate type. ParsedType ActOnObjCInstanceType(SourceLocation Loc); /// Abstract class used to diagnose incomplete types. struct TypeDiagnoser { TypeDiagnoser() {} virtual void diagnose(Sema &S, SourceLocation Loc, QualType T) = 0; virtual ~TypeDiagnoser() {} }; static int getPrintable(int I) { return I; } static unsigned getPrintable(unsigned I) { return I; } static bool getPrintable(bool B) { return B; } static const char * getPrintable(const char *S) { return S; } static StringRef getPrintable(StringRef S) { return S; } static const std::string &getPrintable(const std::string &S) { return S; } static const IdentifierInfo *getPrintable(const IdentifierInfo *II) { return II; } static DeclarationName getPrintable(DeclarationName N) { return N; } static QualType getPrintable(QualType T) { return T; } static SourceRange getPrintable(SourceRange R) { return R; } static SourceRange getPrintable(SourceLocation L) { return L; } static SourceRange getPrintable(const Expr *E) { return E->getSourceRange(); } static SourceRange getPrintable(TypeLoc TL) { return TL.getSourceRange();} template <typename... Ts> class BoundTypeDiagnoser : public TypeDiagnoser { unsigned DiagID; std::tuple<const Ts &...> Args; template <std::size_t... Is> void emit(const SemaDiagnosticBuilder &DB, llvm::index_sequence<Is...>) const { // Apply all tuple elements to the builder in order. bool Dummy[] = {false, (DB << getPrintable(std::get<Is>(Args)))...}; (void)Dummy; } public: BoundTypeDiagnoser(unsigned DiagID, const Ts &...Args) : TypeDiagnoser(), DiagID(DiagID), Args(Args...) { assert(DiagID != 0 && "no diagnostic for type diagnoser"); } void diagnose(Sema &S, SourceLocation Loc, QualType T) override { const SemaDiagnosticBuilder &DB = S.Diag(Loc, DiagID); emit(DB, llvm::index_sequence_for<Ts...>()); DB << T; } }; private: bool RequireCompleteTypeImpl(SourceLocation Loc, QualType T, TypeDiagnoser *Diagnoser); struct ModuleScope { clang::Module *Module = nullptr; bool ModuleInterface = false; VisibleModuleSet OuterVisibleModules; }; /// The modules we're currently parsing. llvm::SmallVector<ModuleScope, 16> ModuleScopes; /// Get the module whose scope we are currently within. Module *getCurrentModule() const { return ModuleScopes.empty() ? nullptr : ModuleScopes.back().Module; } VisibleModuleSet VisibleModules; public: /// Get the module owning an entity. Module *getOwningModule(Decl *Entity) { return Entity->getOwningModule(); } /// Make a merged definition of an existing hidden definition \p ND /// visible at the specified location. void makeMergedDefinitionVisible(NamedDecl *ND); bool isModuleVisible(const Module *M) { return VisibleModules.isVisible(M); } /// Determine whether a declaration is visible to name lookup. bool isVisible(const NamedDecl *D) { return !D->isHidden() || isVisibleSlow(D); } /// Determine whether any declaration of an entity is visible. bool hasVisibleDeclaration(const NamedDecl *D, llvm::SmallVectorImpl<Module *> *Modules = nullptr) { return isVisible(D) || hasVisibleDeclarationSlow(D, Modules); } bool hasVisibleDeclarationSlow(const NamedDecl *D, llvm::SmallVectorImpl<Module *> *Modules); bool hasVisibleMergedDefinition(NamedDecl *Def); bool hasMergedDefinitionInCurrentModule(NamedDecl *Def); /// Determine if \p D and \p Suggested have a structurally compatible /// layout as described in C11 6.2.7/1. bool hasStructuralCompatLayout(Decl *D, Decl *Suggested); /// Determine if \p D has a visible definition. If not, suggest a declaration /// that should be made visible to expose the definition. bool hasVisibleDefinition(NamedDecl *D, NamedDecl **Suggested, bool OnlyNeedComplete = false); bool hasVisibleDefinition(const NamedDecl *D) { NamedDecl *Hidden; return hasVisibleDefinition(const_cast<NamedDecl*>(D), &Hidden); } /// Determine if the template parameter \p D has a visible default argument. bool hasVisibleDefaultArgument(const NamedDecl *D, llvm::SmallVectorImpl<Module *> *Modules = nullptr); /// Determine if there is a visible declaration of \p D that is an explicit /// specialization declaration for a specialization of a template. (For a /// member specialization, use hasVisibleMemberSpecialization.) bool hasVisibleExplicitSpecialization( const NamedDecl *D, llvm::SmallVectorImpl<Module *> *Modules = nullptr); /// Determine if there is a visible declaration of \p D that is a member /// specialization declaration (as opposed to an instantiated declaration). bool hasVisibleMemberSpecialization( const NamedDecl *D, llvm::SmallVectorImpl<Module *> *Modules = nullptr); /// Determine if \p A and \p B are equivalent internal linkage declarations /// from different modules, and thus an ambiguity error can be downgraded to /// an extension warning. bool isEquivalentInternalLinkageDeclaration(const NamedDecl *A, const NamedDecl *B); void diagnoseEquivalentInternalLinkageDeclarations( SourceLocation Loc, const NamedDecl *D, ArrayRef<const NamedDecl *> Equiv); bool isCompleteType(SourceLocation Loc, QualType T) { return !RequireCompleteTypeImpl(Loc, T, nullptr); } bool RequireCompleteType(SourceLocation Loc, QualType T, TypeDiagnoser &Diagnoser); bool RequireCompleteType(SourceLocation Loc, QualType T, unsigned DiagID); template <typename... Ts> bool RequireCompleteType(SourceLocation Loc, QualType T, unsigned DiagID, const Ts &...Args) { BoundTypeDiagnoser<Ts...> Diagnoser(DiagID, Args...); return RequireCompleteType(Loc, T, Diagnoser); } void completeExprArrayBound(Expr *E); bool RequireCompleteExprType(Expr *E, TypeDiagnoser &Diagnoser); bool RequireCompleteExprType(Expr *E, unsigned DiagID); template <typename... Ts> bool RequireCompleteExprType(Expr *E, unsigned DiagID, const Ts &...Args) { BoundTypeDiagnoser<Ts...> Diagnoser(DiagID, Args...); return RequireCompleteExprType(E, Diagnoser); } bool RequireLiteralType(SourceLocation Loc, QualType T, TypeDiagnoser &Diagnoser); bool RequireLiteralType(SourceLocation Loc, QualType T, unsigned DiagID); template <typename... Ts> bool RequireLiteralType(SourceLocation Loc, QualType T, unsigned DiagID, const Ts &...Args) { BoundTypeDiagnoser<Ts...> Diagnoser(DiagID, Args...); return RequireLiteralType(Loc, T, Diagnoser); } QualType getElaboratedType(ElaboratedTypeKeyword Keyword, const CXXScopeSpec &SS, QualType T, TagDecl *OwnedTagDecl = nullptr); QualType BuildTypeofExprType(Expr *E, SourceLocation Loc); /// If AsUnevaluated is false, E is treated as though it were an evaluated /// context, such as when building a type for decltype(auto). QualType BuildDecltypeType(Expr *E, SourceLocation Loc, bool AsUnevaluated = true); QualType BuildUnaryTransformType(QualType BaseType, UnaryTransformType::UTTKind UKind, SourceLocation Loc); //===--------------------------------------------------------------------===// // Symbol table / Decl tracking callbacks: SemaDecl.cpp. // struct SkipBodyInfo { SkipBodyInfo() : ShouldSkip(false), CheckSameAsPrevious(false), Previous(nullptr), New(nullptr) {} bool ShouldSkip; bool CheckSameAsPrevious; NamedDecl *Previous; NamedDecl *New; }; DeclGroupPtrTy ConvertDeclToDeclGroup(Decl *Ptr, Decl *OwnedType = nullptr); void DiagnoseUseOfUnimplementedSelectors(); bool isSimpleTypeSpecifier(tok::TokenKind Kind) const; ParsedType getTypeName(const IdentifierInfo &II, SourceLocation NameLoc, Scope *S, CXXScopeSpec *SS = nullptr, bool isClassName = false, bool HasTrailingDot = false, ParsedType ObjectType = nullptr, bool IsCtorOrDtorName = false, bool WantNontrivialTypeSourceInfo = false, bool IsClassTemplateDeductionContext = true, IdentifierInfo **CorrectedII = nullptr); TypeSpecifierType isTagName(IdentifierInfo &II, Scope *S); bool isMicrosoftMissingTypename(const CXXScopeSpec *SS, Scope *S); void DiagnoseUnknownTypeName(IdentifierInfo *&II, SourceLocation IILoc, Scope *S, CXXScopeSpec *SS, ParsedType &SuggestedType, bool IsTemplateName = false); /// Attempt to behave like MSVC in situations where lookup of an unqualified /// type name has failed in a dependent context. In these situations, we /// automatically form a DependentTypeName that will retry lookup in a related /// scope during instantiation. ParsedType ActOnMSVCUnknownTypeName(const IdentifierInfo &II, SourceLocation NameLoc, bool IsTemplateTypeArg); /// Describes the result of the name lookup and resolution performed /// by \c ClassifyName(). enum NameClassificationKind { NC_Unknown, NC_Error, NC_Keyword, NC_Type, NC_Expression, NC_NestedNameSpecifier, NC_TypeTemplate, NC_VarTemplate, NC_FunctionTemplate }; class NameClassification { NameClassificationKind Kind; ExprResult Expr; TemplateName Template; ParsedType Type; explicit NameClassification(NameClassificationKind Kind) : Kind(Kind) {} public: NameClassification(ExprResult Expr) : Kind(NC_Expression), Expr(Expr) {} NameClassification(ParsedType Type) : Kind(NC_Type), Type(Type) {} NameClassification(const IdentifierInfo *Keyword) : Kind(NC_Keyword) {} static NameClassification Error() { return NameClassification(NC_Error); } static NameClassification Unknown() { return NameClassification(NC_Unknown); } static NameClassification NestedNameSpecifier() { return NameClassification(NC_NestedNameSpecifier); } static NameClassification TypeTemplate(TemplateName Name) { NameClassification Result(NC_TypeTemplate); Result.Template = Name; return Result; } static NameClassification VarTemplate(TemplateName Name) { NameClassification Result(NC_VarTemplate); Result.Template = Name; return Result; } static NameClassification FunctionTemplate(TemplateName Name) { NameClassification Result(NC_FunctionTemplate); Result.Template = Name; return Result; } NameClassificationKind getKind() const { return Kind; } ParsedType getType() const { assert(Kind == NC_Type); return Type; } ExprResult getExpression() const { assert(Kind == NC_Expression); return Expr; } TemplateName getTemplateName() const { assert(Kind == NC_TypeTemplate || Kind == NC_FunctionTemplate || Kind == NC_VarTemplate); return Template; } TemplateNameKind getTemplateNameKind() const { switch (Kind) { case NC_TypeTemplate: return TNK_Type_template; case NC_FunctionTemplate: return TNK_Function_template; case NC_VarTemplate: return TNK_Var_template; default: llvm_unreachable("unsupported name classification."); } } }; /// Perform name lookup on the given name, classifying it based on /// the results of name lookup and the following token. /// /// This routine is used by the parser to resolve identifiers and help direct /// parsing. When the identifier cannot be found, this routine will attempt /// to correct the typo and classify based on the resulting name. /// /// \param S The scope in which we're performing name lookup. /// /// \param SS The nested-name-specifier that precedes the name. /// /// \param Name The identifier. If typo correction finds an alternative name, /// this pointer parameter will be updated accordingly. /// /// \param NameLoc The location of the identifier. /// /// \param NextToken The token following the identifier. Used to help /// disambiguate the name. /// /// \param IsAddressOfOperand True if this name is the operand of a unary /// address of ('&') expression, assuming it is classified as an /// expression. /// /// \param CCC The correction callback, if typo correction is desired. NameClassification ClassifyName(Scope *S, CXXScopeSpec &SS, IdentifierInfo *&Name, SourceLocation NameLoc, const Token &NextToken, bool IsAddressOfOperand, std::unique_ptr<CorrectionCandidateCallback> CCC = nullptr); /// Describes the detailed kind of a template name. Used in diagnostics. enum class TemplateNameKindForDiagnostics { ClassTemplate, FunctionTemplate, VarTemplate, AliasTemplate, TemplateTemplateParam, DependentTemplate }; TemplateNameKindForDiagnostics getTemplateNameKindForDiagnostics(TemplateName Name); /// Determine whether it's plausible that E was intended to be a /// template-name. bool mightBeIntendedToBeTemplateName(ExprResult E, bool &Dependent) { if (!getLangOpts().CPlusPlus || E.isInvalid()) return false; Dependent = false; if (auto *DRE = dyn_cast<DeclRefExpr>(E.get())) return !DRE->hasExplicitTemplateArgs(); if (auto *ME = dyn_cast<MemberExpr>(E.get())) return !ME->hasExplicitTemplateArgs(); Dependent = true; if (auto *DSDRE = dyn_cast<DependentScopeDeclRefExpr>(E.get())) return !DSDRE->hasExplicitTemplateArgs(); if (auto *DSME = dyn_cast<CXXDependentScopeMemberExpr>(E.get())) return !DSME->hasExplicitTemplateArgs(); // Any additional cases recognized here should also be handled by // diagnoseExprIntendedAsTemplateName. return false; } void diagnoseExprIntendedAsTemplateName(Scope *S, ExprResult TemplateName, SourceLocation Less, SourceLocation Greater); Decl *ActOnDeclarator(Scope *S, Declarator &D); NamedDecl *HandleDeclarator(Scope *S, Declarator &D, MultiTemplateParamsArg TemplateParameterLists); void RegisterLocallyScopedExternCDecl(NamedDecl *ND, Scope *S); bool DiagnoseClassNameShadow(DeclContext *DC, DeclarationNameInfo Info); bool diagnoseQualifiedDeclaration(CXXScopeSpec &SS, DeclContext *DC, DeclarationName Name, SourceLocation Loc, bool IsTemplateId); void diagnoseIgnoredQualifiers(unsigned DiagID, unsigned Quals, SourceLocation FallbackLoc, SourceLocation ConstQualLoc = SourceLocation(), SourceLocation VolatileQualLoc = SourceLocation(), SourceLocation RestrictQualLoc = SourceLocation(), SourceLocation AtomicQualLoc = SourceLocation(), SourceLocation UnalignedQualLoc = SourceLocation()); static bool adjustContextForLocalExternDecl(DeclContext *&DC); void DiagnoseFunctionSpecifiers(const DeclSpec &DS); NamedDecl *getShadowedDeclaration(const TypedefNameDecl *D, const LookupResult &R); NamedDecl *getShadowedDeclaration(const VarDecl *D, const LookupResult &R); void CheckShadow(NamedDecl *D, NamedDecl *ShadowedDecl, const LookupResult &R); void CheckShadow(Scope *S, VarDecl *D); /// Warn if 'E', which is an expression that is about to be modified, refers /// to a shadowing declaration. void CheckShadowingDeclModification(Expr *E, SourceLocation Loc); void DiagnoseShadowingLambdaDecls(const sema::LambdaScopeInfo *LSI); private: /// Map of current shadowing declarations to shadowed declarations. Warn if /// it looks like the user is trying to modify the shadowing declaration. llvm::DenseMap<const NamedDecl *, const NamedDecl *> ShadowingDecls; public: void CheckCastAlign(Expr *Op, QualType T, SourceRange TRange); void handleTagNumbering(const TagDecl *Tag, Scope *TagScope); void setTagNameForLinkagePurposes(TagDecl *TagFromDeclSpec, TypedefNameDecl *NewTD); void CheckTypedefForVariablyModifiedType(Scope *S, TypedefNameDecl *D); NamedDecl* ActOnTypedefDeclarator(Scope* S, Declarator& D, DeclContext* DC, TypeSourceInfo *TInfo, LookupResult &Previous); NamedDecl* ActOnTypedefNameDecl(Scope* S, DeclContext* DC, TypedefNameDecl *D, LookupResult &Previous, bool &Redeclaration); NamedDecl *ActOnVariableDeclarator(Scope *S, Declarator &D, DeclContext *DC, TypeSourceInfo *TInfo, LookupResult &Previous, MultiTemplateParamsArg TemplateParamLists, bool &AddToScope, ArrayRef<BindingDecl *> Bindings = None); NamedDecl * ActOnDecompositionDeclarator(Scope *S, Declarator &D, MultiTemplateParamsArg TemplateParamLists); // Returns true if the variable declaration is a redeclaration bool CheckVariableDeclaration(VarDecl *NewVD, LookupResult &Previous); void CheckVariableDeclarationType(VarDecl *NewVD); bool DeduceVariableDeclarationType(VarDecl *VDecl, bool DirectInit, Expr *Init); void CheckCompleteVariableDeclaration(VarDecl *VD); void CheckCompleteDecompositionDeclaration(DecompositionDecl *DD); void MaybeSuggestAddingStaticToDecl(const FunctionDecl *D); NamedDecl* ActOnFunctionDeclarator(Scope* S, Declarator& D, DeclContext* DC, TypeSourceInfo *TInfo, LookupResult &Previous, MultiTemplateParamsArg TemplateParamLists, bool &AddToScope); bool AddOverriddenMethods(CXXRecordDecl *DC, CXXMethodDecl *MD); bool CheckConstexprFunctionDecl(const FunctionDecl *FD); bool CheckConstexprFunctionBody(const FunctionDecl *FD, Stmt *Body); void DiagnoseHiddenVirtualMethods(CXXMethodDecl *MD); void FindHiddenVirtualMethods(CXXMethodDecl *MD, SmallVectorImpl<CXXMethodDecl*> &OverloadedMethods); void NoteHiddenVirtualMethods(CXXMethodDecl *MD, SmallVectorImpl<CXXMethodDecl*> &OverloadedMethods); // Returns true if the function declaration is a redeclaration bool CheckFunctionDeclaration(Scope *S, FunctionDecl *NewFD, LookupResult &Previous, bool IsMemberSpecialization); bool shouldLinkDependentDeclWithPrevious(Decl *D, Decl *OldDecl); void CheckMain(FunctionDecl *FD, const DeclSpec &D); void CheckMSVCRTEntryPoint(FunctionDecl *FD); Attr *getImplicitCodeSegOrSectionAttrForFunction(const FunctionDecl *FD, bool IsDefinition); Decl *ActOnParamDeclarator(Scope *S, Declarator &D); ParmVarDecl *BuildParmVarDeclForTypedef(DeclContext *DC, SourceLocation Loc, QualType T); ParmVarDecl *CheckParameter(DeclContext *DC, SourceLocation StartLoc, SourceLocation NameLoc, IdentifierInfo *Name, QualType T, TypeSourceInfo *TSInfo, StorageClass SC); void ActOnParamDefaultArgument(Decl *param, SourceLocation EqualLoc, Expr *defarg); void ActOnParamUnparsedDefaultArgument(Decl *param, SourceLocation EqualLoc, SourceLocation ArgLoc); void ActOnParamDefaultArgumentError(Decl *param, SourceLocation EqualLoc); bool SetParamDefaultArgument(ParmVarDecl *Param, Expr *DefaultArg, SourceLocation EqualLoc); void AddInitializerToDecl(Decl *dcl, Expr *init, bool DirectInit); void ActOnUninitializedDecl(Decl *dcl); void ActOnInitializerError(Decl *Dcl); void ActOnPureSpecifier(Decl *D, SourceLocation PureSpecLoc); void ActOnCXXForRangeDecl(Decl *D); StmtResult ActOnCXXForRangeIdentifier(Scope *S, SourceLocation IdentLoc, IdentifierInfo *Ident, ParsedAttributes &Attrs, SourceLocation AttrEnd); void SetDeclDeleted(Decl *dcl, SourceLocation DelLoc); void SetDeclDefaulted(Decl *dcl, SourceLocation DefaultLoc); void FinalizeDeclaration(Decl *D); DeclGroupPtrTy FinalizeDeclaratorGroup(Scope *S, const DeclSpec &DS, ArrayRef<Decl *> Group); DeclGroupPtrTy BuildDeclaratorGroup(MutableArrayRef<Decl *> Group); /// Should be called on all declarations that might have attached /// documentation comments. void ActOnDocumentableDecl(Decl *D); void ActOnDocumentableDecls(ArrayRef<Decl *> Group); void ActOnFinishKNRParamDeclarations(Scope *S, Declarator &D, SourceLocation LocAfterDecls); void CheckForFunctionRedefinition( FunctionDecl *FD, const FunctionDecl *EffectiveDefinition = nullptr, SkipBodyInfo *SkipBody = nullptr); Decl *ActOnStartOfFunctionDef(Scope *S, Declarator &D, MultiTemplateParamsArg TemplateParamLists, SkipBodyInfo *SkipBody = nullptr); Decl *ActOnStartOfFunctionDef(Scope *S, Decl *D, SkipBodyInfo *SkipBody = nullptr); void ActOnStartOfObjCMethodDef(Scope *S, Decl *D); bool isObjCMethodDecl(Decl *D) { return D && isa<ObjCMethodDecl>(D); } /// Determine whether we can delay parsing the body of a function or /// function template until it is used, assuming we don't care about emitting /// code for that function. /// /// This will be \c false if we may need the body of the function in the /// middle of parsing an expression (where it's impractical to switch to /// parsing a different function), for instance, if it's constexpr in C++11 /// or has an 'auto' return type in C++14. These cases are essentially bugs. bool canDelayFunctionBody(const Declarator &D); /// Determine whether we can skip parsing the body of a function /// definition, assuming we don't care about analyzing its body or emitting /// code for that function. /// /// This will be \c false only if we may need the body of the function in /// order to parse the rest of the program (for instance, if it is /// \c constexpr in C++11 or has an 'auto' return type in C++14). bool canSkipFunctionBody(Decl *D); void computeNRVO(Stmt *Body, sema::FunctionScopeInfo *Scope); Decl *ActOnFinishFunctionBody(Decl *Decl, Stmt *Body); Decl *ActOnFinishFunctionBody(Decl *Decl, Stmt *Body, bool IsInstantiation); Decl *ActOnSkippedFunctionBody(Decl *Decl); void ActOnFinishInlineFunctionDef(FunctionDecl *D); /// ActOnFinishDelayedAttribute - Invoked when we have finished parsing an /// attribute for which parsing is delayed. void ActOnFinishDelayedAttribute(Scope *S, Decl *D, ParsedAttributes &Attrs); /// Diagnose any unused parameters in the given sequence of /// ParmVarDecl pointers. void DiagnoseUnusedParameters(ArrayRef<ParmVarDecl *> Parameters); /// Diagnose whether the size of parameters or return value of a /// function or obj-c method definition is pass-by-value and larger than a /// specified threshold. void DiagnoseSizeOfParametersAndReturnValue(ArrayRef<ParmVarDecl *> Parameters, QualType ReturnTy, NamedDecl *D); void DiagnoseInvalidJumps(Stmt *Body); Decl *ActOnFileScopeAsmDecl(Expr *expr, SourceLocation AsmLoc, SourceLocation RParenLoc); /// Handle a C++11 empty-declaration and attribute-declaration. Decl *ActOnEmptyDeclaration(Scope *S, const ParsedAttributesView &AttrList, SourceLocation SemiLoc); enum class ModuleDeclKind { Interface, ///< 'export module X;' Implementation, ///< 'module X;' Partition, ///< 'module partition X;' }; /// The parser has processed a module-declaration that begins the definition /// of a module interface or implementation. DeclGroupPtrTy ActOnModuleDecl(SourceLocation StartLoc, SourceLocation ModuleLoc, ModuleDeclKind MDK, ModuleIdPath Path); /// The parser has processed a module import declaration. /// /// \param AtLoc The location of the '@' symbol, if any. /// /// \param ImportLoc The location of the 'import' keyword. /// /// \param Path The module access path. DeclResult ActOnModuleImport(SourceLocation AtLoc, SourceLocation ImportLoc, ModuleIdPath Path); /// The parser has processed a module import translated from a /// #include or similar preprocessing directive. void ActOnModuleInclude(SourceLocation DirectiveLoc, Module *Mod); void BuildModuleInclude(SourceLocation DirectiveLoc, Module *Mod); /// The parsed has entered a submodule. void ActOnModuleBegin(SourceLocation DirectiveLoc, Module *Mod); /// The parser has left a submodule. void ActOnModuleEnd(SourceLocation DirectiveLoc, Module *Mod); /// Create an implicit import of the given module at the given /// source location, for error recovery, if possible. /// /// This routine is typically used when an entity found by name lookup /// is actually hidden within a module that we know about but the user /// has forgotten to import. void createImplicitModuleImportForErrorRecovery(SourceLocation Loc, Module *Mod); /// Kinds of missing import. Note, the values of these enumerators correspond /// to %select values in diagnostics. enum class MissingImportKind { Declaration, Definition, DefaultArgument, ExplicitSpecialization, PartialSpecialization }; /// Diagnose that the specified declaration needs to be visible but /// isn't, and suggest a module import that would resolve the problem. void diagnoseMissingImport(SourceLocation Loc, NamedDecl *Decl, MissingImportKind MIK, bool Recover = true); void diagnoseMissingImport(SourceLocation Loc, NamedDecl *Decl, SourceLocation DeclLoc, ArrayRef<Module *> Modules, MissingImportKind MIK, bool Recover); Decl *ActOnStartExportDecl(Scope *S, SourceLocation ExportLoc, SourceLocation LBraceLoc); Decl *ActOnFinishExportDecl(Scope *S, Decl *ExportDecl, SourceLocation RBraceLoc); /// We've found a use of a templated declaration that would trigger an /// implicit instantiation. Check that any relevant explicit specializations /// and partial specializations are visible, and diagnose if not. void checkSpecializationVisibility(SourceLocation Loc, NamedDecl *Spec); /// We've found a use of a template specialization that would select a /// partial specialization. Check that the partial specialization is visible, /// and diagnose if not. void checkPartialSpecializationVisibility(SourceLocation Loc, NamedDecl *Spec); /// Retrieve a suitable printing policy for diagnostics. PrintingPolicy getPrintingPolicy() const { return getPrintingPolicy(Context, PP); } /// Retrieve a suitable printing policy for diagnostics. static PrintingPolicy getPrintingPolicy(const ASTContext &Ctx, const Preprocessor &PP); /// Scope actions. void ActOnPopScope(SourceLocation Loc, Scope *S); void ActOnTranslationUnitScope(Scope *S); Decl *ParsedFreeStandingDeclSpec(Scope *S, AccessSpecifier AS, DeclSpec &DS, RecordDecl *&AnonRecord); Decl *ParsedFreeStandingDeclSpec(Scope *S, AccessSpecifier AS, DeclSpec &DS, MultiTemplateParamsArg TemplateParams, bool IsExplicitInstantiation, RecordDecl *&AnonRecord); Decl *BuildAnonymousStructOrUnion(Scope *S, DeclSpec &DS, AccessSpecifier AS, RecordDecl *Record, const PrintingPolicy &Policy); Decl *BuildMicrosoftCAnonymousStruct(Scope *S, DeclSpec &DS, RecordDecl *Record); /// Common ways to introduce type names without a tag for use in diagnostics. /// Keep in sync with err_tag_reference_non_tag. enum NonTagKind { NTK_NonStruct, NTK_NonClass, NTK_NonUnion, NTK_NonEnum, NTK_Typedef, NTK_TypeAlias, NTK_Template, NTK_TypeAliasTemplate, NTK_TemplateTemplateArgument, }; /// Given a non-tag type declaration, returns an enum useful for indicating /// what kind of non-tag type this is. NonTagKind getNonTagTypeDeclKind(const Decl *D, TagTypeKind TTK); bool isAcceptableTagRedeclaration(const TagDecl *Previous, TagTypeKind NewTag, bool isDefinition, SourceLocation NewTagLoc, const IdentifierInfo *Name); enum TagUseKind { TUK_Reference, // Reference to a tag: 'struct foo *X;' TUK_Declaration, // Fwd decl of a tag: 'struct foo;' TUK_Definition, // Definition of a tag: 'struct foo { int X; } Y;' TUK_Friend // Friend declaration: 'friend struct foo;' }; Decl *ActOnTag(Scope *S, unsigned TagSpec, TagUseKind TUK, SourceLocation KWLoc, CXXScopeSpec &SS, IdentifierInfo *Name, SourceLocation NameLoc, const ParsedAttributesView &Attr, AccessSpecifier AS, SourceLocation ModulePrivateLoc, MultiTemplateParamsArg TemplateParameterLists, bool &OwnedDecl, bool &IsDependent, SourceLocation ScopedEnumKWLoc, bool ScopedEnumUsesClassTag, TypeResult UnderlyingType, bool IsTypeSpecifier, bool IsTemplateParamOrArg, SkipBodyInfo *SkipBody = nullptr); Decl *ActOnTemplatedFriendTag(Scope *S, SourceLocation FriendLoc, unsigned TagSpec, SourceLocation TagLoc, CXXScopeSpec &SS, IdentifierInfo *Name, SourceLocation NameLoc, const ParsedAttributesView &Attr, MultiTemplateParamsArg TempParamLists); TypeResult ActOnDependentTag(Scope *S, unsigned TagSpec, TagUseKind TUK, const CXXScopeSpec &SS, IdentifierInfo *Name, SourceLocation TagLoc, SourceLocation NameLoc); void ActOnDefs(Scope *S, Decl *TagD, SourceLocation DeclStart, IdentifierInfo *ClassName, SmallVectorImpl<Decl *> &Decls); Decl *ActOnField(Scope *S, Decl *TagD, SourceLocation DeclStart, Declarator &D, Expr *BitfieldWidth); FieldDecl *HandleField(Scope *S, RecordDecl *TagD, SourceLocation DeclStart, Declarator &D, Expr *BitfieldWidth, InClassInitStyle InitStyle, AccessSpecifier AS); MSPropertyDecl *HandleMSProperty(Scope *S, RecordDecl *TagD, SourceLocation DeclStart, Declarator &D, Expr *BitfieldWidth, InClassInitStyle InitStyle, AccessSpecifier AS, const ParsedAttr &MSPropertyAttr); FieldDecl *CheckFieldDecl(DeclarationName Name, QualType T, TypeSourceInfo *TInfo, RecordDecl *Record, SourceLocation Loc, bool Mutable, Expr *BitfieldWidth, InClassInitStyle InitStyle, SourceLocation TSSL, AccessSpecifier AS, NamedDecl *PrevDecl, Declarator *D = nullptr); bool CheckNontrivialField(FieldDecl *FD); void DiagnoseNontrivial(const CXXRecordDecl *Record, CXXSpecialMember CSM); enum TrivialABIHandling { /// The triviality of a method unaffected by "trivial_abi". TAH_IgnoreTrivialABI, /// The triviality of a method affected by "trivial_abi". TAH_ConsiderTrivialABI }; bool SpecialMemberIsTrivial(CXXMethodDecl *MD, CXXSpecialMember CSM, TrivialABIHandling TAH = TAH_IgnoreTrivialABI, bool Diagnose = false); CXXSpecialMember getSpecialMember(const CXXMethodDecl *MD); void ActOnLastBitfield(SourceLocation DeclStart, SmallVectorImpl<Decl *> &AllIvarDecls); Decl *ActOnIvar(Scope *S, SourceLocation DeclStart, Declarator &D, Expr *BitfieldWidth, tok::ObjCKeywordKind visibility); // This is used for both record definitions and ObjC interface declarations. void ActOnFields(Scope *S, SourceLocation RecLoc, Decl *TagDecl, ArrayRef<Decl *> Fields, SourceLocation LBrac, SourceLocation RBrac, const ParsedAttributesView &AttrList); /// ActOnTagStartDefinition - Invoked when we have entered the /// scope of a tag's definition (e.g., for an enumeration, class, /// struct, or union). void ActOnTagStartDefinition(Scope *S, Decl *TagDecl); /// Perform ODR-like check for C/ObjC when merging tag types from modules. /// Differently from C++, actually parse the body and reject / error out /// in case of a structural mismatch. bool ActOnDuplicateDefinition(DeclSpec &DS, Decl *Prev, SkipBodyInfo &SkipBody); typedef void *SkippedDefinitionContext; /// Invoked when we enter a tag definition that we're skipping. SkippedDefinitionContext ActOnTagStartSkippedDefinition(Scope *S, Decl *TD); Decl *ActOnObjCContainerStartDefinition(Decl *IDecl); /// ActOnStartCXXMemberDeclarations - Invoked when we have parsed a /// C++ record definition's base-specifiers clause and are starting its /// member declarations. void ActOnStartCXXMemberDeclarations(Scope *S, Decl *TagDecl, SourceLocation FinalLoc, bool IsFinalSpelledSealed, SourceLocation LBraceLoc); /// ActOnTagFinishDefinition - Invoked once we have finished parsing /// the definition of a tag (enumeration, class, struct, or union). void ActOnTagFinishDefinition(Scope *S, Decl *TagDecl, SourceRange BraceRange); void ActOnTagFinishSkippedDefinition(SkippedDefinitionContext Context); void ActOnObjCContainerFinishDefinition(); /// Invoked when we must temporarily exit the objective-c container /// scope for parsing/looking-up C constructs. /// /// Must be followed by a call to \see ActOnObjCReenterContainerContext void ActOnObjCTemporaryExitContainerContext(DeclContext *DC); void ActOnObjCReenterContainerContext(DeclContext *DC); /// ActOnTagDefinitionError - Invoked when there was an unrecoverable /// error parsing the definition of a tag. void ActOnTagDefinitionError(Scope *S, Decl *TagDecl); EnumConstantDecl *CheckEnumConstant(EnumDecl *Enum, EnumConstantDecl *LastEnumConst, SourceLocation IdLoc, IdentifierInfo *Id, Expr *val); bool CheckEnumUnderlyingType(TypeSourceInfo *TI); bool CheckEnumRedeclaration(SourceLocation EnumLoc, bool IsScoped, QualType EnumUnderlyingTy, bool IsFixed, const EnumDecl *Prev); /// Determine whether the body of an anonymous enumeration should be skipped. /// \param II The name of the first enumerator. SkipBodyInfo shouldSkipAnonEnumBody(Scope *S, IdentifierInfo *II, SourceLocation IILoc); Decl *ActOnEnumConstant(Scope *S, Decl *EnumDecl, Decl *LastEnumConstant, SourceLocation IdLoc, IdentifierInfo *Id, const ParsedAttributesView &Attrs, SourceLocation EqualLoc, Expr *Val); void ActOnEnumBody(SourceLocation EnumLoc, SourceRange BraceRange, Decl *EnumDecl, ArrayRef<Decl *> Elements, Scope *S, const ParsedAttributesView &Attr); DeclContext *getContainingDC(DeclContext *DC); /// Set the current declaration context until it gets popped. void PushDeclContext(Scope *S, DeclContext *DC); void PopDeclContext(); /// EnterDeclaratorContext - Used when we must lookup names in the context /// of a declarator's nested name specifier. void EnterDeclaratorContext(Scope *S, DeclContext *DC); void ExitDeclaratorContext(Scope *S); /// Push the parameters of D, which must be a function, into scope. void ActOnReenterFunctionContext(Scope* S, Decl* D); void ActOnExitFunctionContext(); DeclContext *getFunctionLevelDeclContext(); /// getCurFunctionDecl - If inside of a function body, this returns a pointer /// to the function decl for the function being parsed. If we're currently /// in a 'block', this returns the containing context. FunctionDecl *getCurFunctionDecl(); /// getCurMethodDecl - If inside of a method body, this returns a pointer to /// the method decl for the method being parsed. If we're currently /// in a 'block', this returns the containing context. ObjCMethodDecl *getCurMethodDecl(); /// getCurFunctionOrMethodDecl - Return the Decl for the current ObjC method /// or C function we're in, otherwise return null. If we're currently /// in a 'block', this returns the containing context. NamedDecl *getCurFunctionOrMethodDecl(); /// Add this decl to the scope shadowed decl chains. void PushOnScopeChains(NamedDecl *D, Scope *S, bool AddToContext = true); /// Make the given externally-produced declaration visible at the /// top level scope. /// /// \param D The externally-produced declaration to push. /// /// \param Name The name of the externally-produced declaration. void pushExternalDeclIntoScope(NamedDecl *D, DeclarationName Name); /// isDeclInScope - If 'Ctx' is a function/method, isDeclInScope returns true /// if 'D' is in Scope 'S', otherwise 'S' is ignored and isDeclInScope returns /// true if 'D' belongs to the given declaration context. /// /// \param AllowInlineNamespace If \c true, allow the declaration to be in the /// enclosing namespace set of the context, rather than contained /// directly within it. bool isDeclInScope(NamedDecl *D, DeclContext *Ctx, Scope *S = nullptr, bool AllowInlineNamespace = false); /// Finds the scope corresponding to the given decl context, if it /// happens to be an enclosing scope. Otherwise return NULL. static Scope *getScopeForDeclContext(Scope *S, DeclContext *DC); /// Subroutines of ActOnDeclarator(). TypedefDecl *ParseTypedefDecl(Scope *S, Declarator &D, QualType T, TypeSourceInfo *TInfo); bool isIncompatibleTypedef(TypeDecl *Old, TypedefNameDecl *New); /// Describes the kind of merge to perform for availability /// attributes (including "deprecated", "unavailable", and "availability"). enum AvailabilityMergeKind { /// Don't merge availability attributes at all. AMK_None, /// Merge availability attributes for a redeclaration, which requires /// an exact match. AMK_Redeclaration, /// Merge availability attributes for an override, which requires /// an exact match or a weakening of constraints. AMK_Override, /// Merge availability attributes for an implementation of /// a protocol requirement. AMK_ProtocolImplementation, }; /// Attribute merging methods. Return true if a new attribute was added. AvailabilityAttr *mergeAvailabilityAttr(NamedDecl *D, SourceRange Range, IdentifierInfo *Platform, bool Implicit, VersionTuple Introduced, VersionTuple Deprecated, VersionTuple Obsoleted, bool IsUnavailable, StringRef Message, bool IsStrict, StringRef Replacement, AvailabilityMergeKind AMK, unsigned AttrSpellingListIndex); TypeVisibilityAttr *mergeTypeVisibilityAttr(Decl *D, SourceRange Range, TypeVisibilityAttr::VisibilityType Vis, unsigned AttrSpellingListIndex); VisibilityAttr *mergeVisibilityAttr(Decl *D, SourceRange Range, VisibilityAttr::VisibilityType Vis, unsigned AttrSpellingListIndex); UuidAttr *mergeUuidAttr(Decl *D, SourceRange Range, unsigned AttrSpellingListIndex, StringRef Uuid); DLLImportAttr *mergeDLLImportAttr(Decl *D, SourceRange Range, unsigned AttrSpellingListIndex); DLLExportAttr *mergeDLLExportAttr(Decl *D, SourceRange Range, unsigned AttrSpellingListIndex); MSInheritanceAttr * mergeMSInheritanceAttr(Decl *D, SourceRange Range, bool BestCase, unsigned AttrSpellingListIndex, MSInheritanceAttr::Spelling SemanticSpelling); FormatAttr *mergeFormatAttr(Decl *D, SourceRange Range, IdentifierInfo *Format, int FormatIdx, int FirstArg, unsigned AttrSpellingListIndex); SectionAttr *mergeSectionAttr(Decl *D, SourceRange Range, StringRef Name, unsigned AttrSpellingListIndex); CodeSegAttr *mergeCodeSegAttr(Decl *D, SourceRange Range, StringRef Name, unsigned AttrSpellingListIndex); AlwaysInlineAttr *mergeAlwaysInlineAttr(Decl *D, SourceRange Range, IdentifierInfo *Ident, unsigned AttrSpellingListIndex); MinSizeAttr *mergeMinSizeAttr(Decl *D, SourceRange Range, unsigned AttrSpellingListIndex); OptimizeNoneAttr *mergeOptimizeNoneAttr(Decl *D, SourceRange Range, unsigned AttrSpellingListIndex); InternalLinkageAttr *mergeInternalLinkageAttr(Decl *D, SourceRange Range, IdentifierInfo *Ident, unsigned AttrSpellingListIndex); CommonAttr *mergeCommonAttr(Decl *D, SourceRange Range, IdentifierInfo *Ident, unsigned AttrSpellingListIndex); void mergeDeclAttributes(NamedDecl *New, Decl *Old, AvailabilityMergeKind AMK = AMK_Redeclaration); void MergeTypedefNameDecl(Scope *S, TypedefNameDecl *New, LookupResult &OldDecls); bool MergeFunctionDecl(FunctionDecl *New, NamedDecl *&Old, Scope *S, bool MergeTypeWithOld); bool MergeCompatibleFunctionDecls(FunctionDecl *New, FunctionDecl *Old, Scope *S, bool MergeTypeWithOld); void mergeObjCMethodDecls(ObjCMethodDecl *New, ObjCMethodDecl *Old); void MergeVarDecl(VarDecl *New, LookupResult &Previous); void MergeVarDeclTypes(VarDecl *New, VarDecl *Old, bool MergeTypeWithOld); void MergeVarDeclExceptionSpecs(VarDecl *New, VarDecl *Old); bool checkVarDeclRedefinition(VarDecl *OldDefn, VarDecl *NewDefn); void notePreviousDefinition(const NamedDecl *Old, SourceLocation New); bool MergeCXXFunctionDecl(FunctionDecl *New, FunctionDecl *Old, Scope *S); // AssignmentAction - This is used by all the assignment diagnostic functions // to represent what is actually causing the operation enum AssignmentAction { AA_Assigning, AA_Passing, AA_Returning, AA_Converting, AA_Initializing, AA_Sending, AA_Casting, AA_Passing_CFAudited }; /// C++ Overloading. enum OverloadKind { /// This is a legitimate overload: the existing declarations are /// functions or function templates with different signatures. Ovl_Overload, /// This is not an overload because the signature exactly matches /// an existing declaration. Ovl_Match, /// This is not an overload because the lookup results contain a /// non-function. Ovl_NonFunction }; OverloadKind CheckOverload(Scope *S, FunctionDecl *New, const LookupResult &OldDecls, NamedDecl *&OldDecl, bool IsForUsingDecl); bool IsOverload(FunctionDecl *New, FunctionDecl *Old, bool IsForUsingDecl, bool ConsiderCudaAttrs = true); /// Checks availability of the function depending on the current /// function context.Inside an unavailable function,unavailability is ignored. /// /// \returns true if \p FD is unavailable and current context is inside /// an available function, false otherwise. bool isFunctionConsideredUnavailable(FunctionDecl *FD); ImplicitConversionSequence TryImplicitConversion(Expr *From, QualType ToType, bool SuppressUserConversions, bool AllowExplicit, bool InOverloadResolution, bool CStyle, bool AllowObjCWritebackConversion); bool IsIntegralPromotion(Expr *From, QualType FromType, QualType ToType); bool IsFloatingPointPromotion(QualType FromType, QualType ToType); bool IsComplexPromotion(QualType FromType, QualType ToType); bool IsPointerConversion(Expr *From, QualType FromType, QualType ToType, bool InOverloadResolution, QualType& ConvertedType, bool &IncompatibleObjC); bool isObjCPointerConversion(QualType FromType, QualType ToType, QualType& ConvertedType, bool &IncompatibleObjC); bool isObjCWritebackConversion(QualType FromType, QualType ToType, QualType &ConvertedType); bool IsBlockPointerConversion(QualType FromType, QualType ToType, QualType& ConvertedType); bool FunctionParamTypesAreEqual(const FunctionProtoType *OldType, const FunctionProtoType *NewType, unsigned *ArgPos = nullptr); void HandleFunctionTypeMismatch(PartialDiagnostic &PDiag, QualType FromType, QualType ToType); void maybeExtendBlockObject(ExprResult &E); CastKind PrepareCastToObjCObjectPointer(ExprResult &E); bool CheckPointerConversion(Expr *From, QualType ToType, CastKind &Kind, CXXCastPath& BasePath, bool IgnoreBaseAccess, bool Diagnose = true); bool IsMemberPointerConversion(Expr *From, QualType FromType, QualType ToType, bool InOverloadResolution, QualType &ConvertedType); bool CheckMemberPointerConversion(Expr *From, QualType ToType, CastKind &Kind, CXXCastPath &BasePath, bool IgnoreBaseAccess); bool IsQualificationConversion(QualType FromType, QualType ToType, bool CStyle, bool &ObjCLifetimeConversion); bool IsFunctionConversion(QualType FromType, QualType ToType, QualType &ResultTy); bool DiagnoseMultipleUserDefinedConversion(Expr *From, QualType ToType); bool isSameOrCompatibleFunctionType(CanQualType Param, CanQualType Arg); ExprResult PerformMoveOrCopyInitialization(const InitializedEntity &Entity, const VarDecl *NRVOCandidate, QualType ResultType, Expr *Value, bool AllowNRVO = true); bool CanPerformCopyInitialization(const InitializedEntity &Entity, ExprResult Init); ExprResult PerformCopyInitialization(const InitializedEntity &Entity, SourceLocation EqualLoc, ExprResult Init, bool TopLevelOfInitList = false, bool AllowExplicit = false); ExprResult PerformObjectArgumentInitialization(Expr *From, NestedNameSpecifier *Qualifier, NamedDecl *FoundDecl, CXXMethodDecl *Method); /// Check that the lifetime of the initializer (and its subobjects) is /// sufficient for initializing the entity, and perform lifetime extension /// (when permitted) if not. void checkInitializerLifetime(const InitializedEntity &Entity, Expr *Init); ExprResult PerformContextuallyConvertToBool(Expr *From); ExprResult PerformContextuallyConvertToObjCPointer(Expr *From); /// Contexts in which a converted constant expression is required. enum CCEKind { CCEK_CaseValue, ///< Expression in a case label. CCEK_Enumerator, ///< Enumerator value with fixed underlying type. CCEK_TemplateArg, ///< Value of a non-type template parameter. CCEK_NewExpr, ///< Constant expression in a noptr-new-declarator. CCEK_ConstexprIf ///< Condition in a constexpr if statement. }; ExprResult CheckConvertedConstantExpression(Expr *From, QualType T, llvm::APSInt &Value, CCEKind CCE); ExprResult CheckConvertedConstantExpression(Expr *From, QualType T, APValue &Value, CCEKind CCE); /// Abstract base class used to perform a contextual implicit /// conversion from an expression to any type passing a filter. class ContextualImplicitConverter { public: bool Suppress; bool SuppressConversion; ContextualImplicitConverter(bool Suppress = false, bool SuppressConversion = false) : Suppress(Suppress), SuppressConversion(SuppressConversion) {} /// Determine whether the specified type is a valid destination type /// for this conversion. virtual bool match(QualType T) = 0; /// Emits a diagnostic complaining that the expression does not have /// integral or enumeration type. virtual SemaDiagnosticBuilder diagnoseNoMatch(Sema &S, SourceLocation Loc, QualType T) = 0; /// Emits a diagnostic when the expression has incomplete class type. virtual SemaDiagnosticBuilder diagnoseIncomplete(Sema &S, SourceLocation Loc, QualType T) = 0; /// Emits a diagnostic when the only matching conversion function /// is explicit. virtual SemaDiagnosticBuilder diagnoseExplicitConv( Sema &S, SourceLocation Loc, QualType T, QualType ConvTy) = 0; /// Emits a note for the explicit conversion function. virtual SemaDiagnosticBuilder noteExplicitConv(Sema &S, CXXConversionDecl *Conv, QualType ConvTy) = 0; /// Emits a diagnostic when there are multiple possible conversion /// functions. virtual SemaDiagnosticBuilder diagnoseAmbiguous(Sema &S, SourceLocation Loc, QualType T) = 0; /// Emits a note for one of the candidate conversions. virtual SemaDiagnosticBuilder noteAmbiguous(Sema &S, CXXConversionDecl *Conv, QualType ConvTy) = 0; /// Emits a diagnostic when we picked a conversion function /// (for cases when we are not allowed to pick a conversion function). virtual SemaDiagnosticBuilder diagnoseConversion( Sema &S, SourceLocation Loc, QualType T, QualType ConvTy) = 0; virtual ~ContextualImplicitConverter() {} }; class ICEConvertDiagnoser : public ContextualImplicitConverter { bool AllowScopedEnumerations; public: ICEConvertDiagnoser(bool AllowScopedEnumerations, bool Suppress, bool SuppressConversion) : ContextualImplicitConverter(Suppress, SuppressConversion), AllowScopedEnumerations(AllowScopedEnumerations) {} /// Match an integral or (possibly scoped) enumeration type. bool match(QualType T) override; SemaDiagnosticBuilder diagnoseNoMatch(Sema &S, SourceLocation Loc, QualType T) override { return diagnoseNotInt(S, Loc, T); } /// Emits a diagnostic complaining that the expression does not have /// integral or enumeration type. virtual SemaDiagnosticBuilder diagnoseNotInt(Sema &S, SourceLocation Loc, QualType T) = 0; }; /// Perform a contextual implicit conversion. ExprResult PerformContextualImplicitConversion( SourceLocation Loc, Expr *FromE, ContextualImplicitConverter &Converter); enum ObjCSubscriptKind { OS_Array, OS_Dictionary, OS_Error }; ObjCSubscriptKind CheckSubscriptingKind(Expr *FromE); // Note that LK_String is intentionally after the other literals, as // this is used for diagnostics logic. enum ObjCLiteralKind { LK_Array, LK_Dictionary, LK_Numeric, LK_Boxed, LK_String, LK_Block, LK_None }; ObjCLiteralKind CheckLiteralKind(Expr *FromE); ExprResult PerformObjectMemberConversion(Expr *From, NestedNameSpecifier *Qualifier, NamedDecl *FoundDecl, NamedDecl *Member); // Members have to be NamespaceDecl* or TranslationUnitDecl*. // TODO: make this is a typesafe union. typedef llvm::SmallSetVector<DeclContext *, 16> AssociatedNamespaceSet; typedef llvm::SmallSetVector<CXXRecordDecl *, 16> AssociatedClassSet; void AddOverloadCandidate(FunctionDecl *Function, DeclAccessPair FoundDecl, ArrayRef<Expr *> Args, OverloadCandidateSet &CandidateSet, bool SuppressUserConversions = false, bool PartialOverloading = false, bool AllowExplicit = false, ConversionSequenceList EarlyConversions = None); void AddFunctionCandidates(const UnresolvedSetImpl &Functions, ArrayRef<Expr *> Args, OverloadCandidateSet &CandidateSet, TemplateArgumentListInfo *ExplicitTemplateArgs = nullptr, bool SuppressUserConversions = false, bool PartialOverloading = false, bool FirstArgumentIsBase = false); void AddMethodCandidate(DeclAccessPair FoundDecl, QualType ObjectType, Expr::Classification ObjectClassification, ArrayRef<Expr *> Args, OverloadCandidateSet& CandidateSet, bool SuppressUserConversion = false); void AddMethodCandidate(CXXMethodDecl *Method, DeclAccessPair FoundDecl, CXXRecordDecl *ActingContext, QualType ObjectType, Expr::Classification ObjectClassification, ArrayRef<Expr *> Args, OverloadCandidateSet& CandidateSet, bool SuppressUserConversions = false, bool PartialOverloading = false, ConversionSequenceList EarlyConversions = None); void AddMethodTemplateCandidate(FunctionTemplateDecl *MethodTmpl, DeclAccessPair FoundDecl, CXXRecordDecl *ActingContext, TemplateArgumentListInfo *ExplicitTemplateArgs, QualType ObjectType, Expr::Classification ObjectClassification, ArrayRef<Expr *> Args, OverloadCandidateSet& CandidateSet, bool SuppressUserConversions = false, bool PartialOverloading = false); void AddTemplateOverloadCandidate(FunctionTemplateDecl *FunctionTemplate, DeclAccessPair FoundDecl, TemplateArgumentListInfo *ExplicitTemplateArgs, ArrayRef<Expr *> Args, OverloadCandidateSet& CandidateSet, bool SuppressUserConversions = false, bool PartialOverloading = false); bool CheckNonDependentConversions(FunctionTemplateDecl *FunctionTemplate, ArrayRef<QualType> ParamTypes, ArrayRef<Expr *> Args, OverloadCandidateSet &CandidateSet, ConversionSequenceList &Conversions, bool SuppressUserConversions, CXXRecordDecl *ActingContext = nullptr, QualType ObjectType = QualType(), Expr::Classification ObjectClassification = {}); void AddConversionCandidate(CXXConversionDecl *Conversion, DeclAccessPair FoundDecl, CXXRecordDecl *ActingContext, Expr *From, QualType ToType, OverloadCandidateSet& CandidateSet, bool AllowObjCConversionOnExplicit, bool AllowResultConversion = true); void AddTemplateConversionCandidate(FunctionTemplateDecl *FunctionTemplate, DeclAccessPair FoundDecl, CXXRecordDecl *ActingContext, Expr *From, QualType ToType, OverloadCandidateSet &CandidateSet, bool AllowObjCConversionOnExplicit, bool AllowResultConversion = true); void AddSurrogateCandidate(CXXConversionDecl *Conversion, DeclAccessPair FoundDecl, CXXRecordDecl *ActingContext, const FunctionProtoType *Proto, Expr *Object, ArrayRef<Expr *> Args, OverloadCandidateSet& CandidateSet); void AddMemberOperatorCandidates(OverloadedOperatorKind Op, SourceLocation OpLoc, ArrayRef<Expr *> Args, OverloadCandidateSet& CandidateSet, SourceRange OpRange = SourceRange()); void AddBuiltinCandidate(QualType *ParamTys, ArrayRef<Expr *> Args, OverloadCandidateSet& CandidateSet, bool IsAssignmentOperator = false, unsigned NumContextualBoolArguments = 0); void AddBuiltinOperatorCandidates(OverloadedOperatorKind Op, SourceLocation OpLoc, ArrayRef<Expr *> Args, OverloadCandidateSet& CandidateSet); void AddArgumentDependentLookupCandidates(DeclarationName Name, SourceLocation Loc, ArrayRef<Expr *> Args, TemplateArgumentListInfo *ExplicitTemplateArgs, OverloadCandidateSet& CandidateSet, bool PartialOverloading = false); // Emit as a 'note' the specific overload candidate void NoteOverloadCandidate(NamedDecl *Found, FunctionDecl *Fn, QualType DestType = QualType(), bool TakingAddress = false); // Emit as a series of 'note's all template and non-templates identified by // the expression Expr void NoteAllOverloadCandidates(Expr *E, QualType DestType = QualType(), bool TakingAddress = false); /// Check the enable_if expressions on the given function. Returns the first /// failing attribute, or NULL if they were all successful. EnableIfAttr *CheckEnableIf(FunctionDecl *Function, ArrayRef<Expr *> Args, bool MissingImplicitThis = false); /// Find the failed Boolean condition within a given Boolean /// constant expression, and describe it with a string. /// /// \param AllowTopLevelCond Whether to allow the result to be the /// complete top-level condition. std::pair<Expr *, std::string> findFailedBooleanCondition(Expr *Cond, bool AllowTopLevelCond); /// Emit diagnostics for the diagnose_if attributes on Function, ignoring any /// non-ArgDependent DiagnoseIfAttrs. /// /// Argument-dependent diagnose_if attributes should be checked each time a /// function is used as a direct callee of a function call. /// /// Returns true if any errors were emitted. bool diagnoseArgDependentDiagnoseIfAttrs(const FunctionDecl *Function, const Expr *ThisArg, ArrayRef<const Expr *> Args, SourceLocation Loc); /// Emit diagnostics for the diagnose_if attributes on Function, ignoring any /// ArgDependent DiagnoseIfAttrs. /// /// Argument-independent diagnose_if attributes should be checked on every use /// of a function. /// /// Returns true if any errors were emitted. bool diagnoseArgIndependentDiagnoseIfAttrs(const NamedDecl *ND, SourceLocation Loc); /// Returns whether the given function's address can be taken or not, /// optionally emitting a diagnostic if the address can't be taken. /// /// Returns false if taking the address of the function is illegal. bool checkAddressOfFunctionIsAvailable(const FunctionDecl *Function, bool Complain = false, SourceLocation Loc = SourceLocation()); // [PossiblyAFunctionType] --> [Return] // NonFunctionType --> NonFunctionType // R (A) --> R(A) // R (*)(A) --> R (A) // R (&)(A) --> R (A) // R (S::*)(A) --> R (A) QualType ExtractUnqualifiedFunctionType(QualType PossiblyAFunctionType); FunctionDecl * ResolveAddressOfOverloadedFunction(Expr *AddressOfExpr, QualType TargetType, bool Complain, DeclAccessPair &Found, bool *pHadMultipleCandidates = nullptr); FunctionDecl * resolveAddressOfOnlyViableOverloadCandidate(Expr *E, DeclAccessPair &FoundResult); bool resolveAndFixAddressOfOnlyViableOverloadCandidate( ExprResult &SrcExpr, bool DoFunctionPointerConversion = false); FunctionDecl * ResolveSingleFunctionTemplateSpecialization(OverloadExpr *ovl, bool Complain = false, DeclAccessPair *Found = nullptr); bool ResolveAndFixSingleFunctionTemplateSpecialization( ExprResult &SrcExpr, bool DoFunctionPointerConverion = false, bool Complain = false, SourceRange OpRangeForComplaining = SourceRange(), QualType DestTypeForComplaining = QualType(), unsigned DiagIDForComplaining = 0); Expr *FixOverloadedFunctionReference(Expr *E, DeclAccessPair FoundDecl, FunctionDecl *Fn); ExprResult FixOverloadedFunctionReference(ExprResult, DeclAccessPair FoundDecl, FunctionDecl *Fn); void AddOverloadedCallCandidates(UnresolvedLookupExpr *ULE, ArrayRef<Expr *> Args, OverloadCandidateSet &CandidateSet, bool PartialOverloading = false); // An enum used to represent the different possible results of building a // range-based for loop. enum ForRangeStatus { FRS_Success, FRS_NoViableFunction, FRS_DiagnosticIssued }; ForRangeStatus BuildForRangeBeginEndCall(SourceLocation Loc, SourceLocation RangeLoc, const DeclarationNameInfo &NameInfo, LookupResult &MemberLookup, OverloadCandidateSet *CandidateSet, Expr *Range, ExprResult *CallExpr); ExprResult BuildOverloadedCallExpr(Scope *S, Expr *Fn, UnresolvedLookupExpr *ULE, SourceLocation LParenLoc, MultiExprArg Args, SourceLocation RParenLoc, Expr *ExecConfig, bool AllowTypoCorrection=true, bool CalleesAddressIsTaken=false); bool buildOverloadedCallSet(Scope *S, Expr *Fn, UnresolvedLookupExpr *ULE, MultiExprArg Args, SourceLocation RParenLoc, OverloadCandidateSet *CandidateSet, ExprResult *Result); ExprResult CreateOverloadedUnaryOp(SourceLocation OpLoc, UnaryOperatorKind Opc, const UnresolvedSetImpl &Fns, Expr *input, bool RequiresADL = true); ExprResult CreateOverloadedBinOp(SourceLocation OpLoc, BinaryOperatorKind Opc, const UnresolvedSetImpl &Fns, Expr *LHS, Expr *RHS, bool RequiresADL = true); ExprResult CreateOverloadedArraySubscriptExpr(SourceLocation LLoc, SourceLocation RLoc, Expr *Base,Expr *Idx); ExprResult BuildCallToMemberFunction(Scope *S, Expr *MemExpr, SourceLocation LParenLoc, MultiExprArg Args, SourceLocation RParenLoc); ExprResult BuildCallToObjectOfClassType(Scope *S, Expr *Object, SourceLocation LParenLoc, MultiExprArg Args, SourceLocation RParenLoc); ExprResult BuildOverloadedArrowExpr(Scope *S, Expr *Base, SourceLocation OpLoc, bool *NoArrowOperatorFound = nullptr); /// CheckCallReturnType - Checks that a call expression's return type is /// complete. Returns true on failure. The location passed in is the location /// that best represents the call. bool CheckCallReturnType(QualType ReturnType, SourceLocation Loc, CallExpr *CE, FunctionDecl *FD); /// Helpers for dealing with blocks and functions. bool CheckParmsForFunctionDef(ArrayRef<ParmVarDecl *> Parameters, bool CheckParameterNames); void CheckCXXDefaultArguments(FunctionDecl *FD); void CheckExtraCXXDefaultArguments(Declarator &D); Scope *getNonFieldDeclScope(Scope *S); /// \name Name lookup /// /// These routines provide name lookup that is used during semantic /// analysis to resolve the various kinds of names (identifiers, /// overloaded operator names, constructor names, etc.) into zero or /// more declarations within a particular scope. The major entry /// points are LookupName, which performs unqualified name lookup, /// and LookupQualifiedName, which performs qualified name lookup. /// /// All name lookup is performed based on some specific criteria, /// which specify what names will be visible to name lookup and how /// far name lookup should work. These criteria are important both /// for capturing language semantics (certain lookups will ignore /// certain names, for example) and for performance, since name /// lookup is often a bottleneck in the compilation of C++. Name /// lookup criteria is specified via the LookupCriteria enumeration. /// /// The results of name lookup can vary based on the kind of name /// lookup performed, the current language, and the translation /// unit. In C, for example, name lookup will either return nothing /// (no entity found) or a single declaration. In C++, name lookup /// can additionally refer to a set of overloaded functions or /// result in an ambiguity. All of the possible results of name /// lookup are captured by the LookupResult class, which provides /// the ability to distinguish among them. //@{ /// Describes the kind of name lookup to perform. enum LookupNameKind { /// Ordinary name lookup, which finds ordinary names (functions, /// variables, typedefs, etc.) in C and most kinds of names /// (functions, variables, members, types, etc.) in C++. LookupOrdinaryName = 0, /// Tag name lookup, which finds the names of enums, classes, /// structs, and unions. LookupTagName, /// Label name lookup. LookupLabel, /// Member name lookup, which finds the names of /// class/struct/union members. LookupMemberName, /// Look up of an operator name (e.g., operator+) for use with /// operator overloading. This lookup is similar to ordinary name /// lookup, but will ignore any declarations that are class members. LookupOperatorName, /// Look up of a name that precedes the '::' scope resolution /// operator in C++. This lookup completely ignores operator, object, /// function, and enumerator names (C++ [basic.lookup.qual]p1). LookupNestedNameSpecifierName, /// Look up a namespace name within a C++ using directive or /// namespace alias definition, ignoring non-namespace names (C++ /// [basic.lookup.udir]p1). LookupNamespaceName, /// Look up all declarations in a scope with the given name, /// including resolved using declarations. This is appropriate /// for checking redeclarations for a using declaration. LookupUsingDeclName, /// Look up an ordinary name that is going to be redeclared as a /// name with linkage. This lookup ignores any declarations that /// are outside of the current scope unless they have linkage. See /// C99 6.2.2p4-5 and C++ [basic.link]p6. LookupRedeclarationWithLinkage, /// Look up a friend of a local class. This lookup does not look /// outside the innermost non-class scope. See C++11 [class.friend]p11. LookupLocalFriendName, /// Look up the name of an Objective-C protocol. LookupObjCProtocolName, /// Look up implicit 'self' parameter of an objective-c method. LookupObjCImplicitSelfParam, /// Look up the name of an OpenMP user-defined reduction operation. LookupOMPReductionName, /// Look up any declaration with any name. LookupAnyName }; /// Specifies whether (or how) name lookup is being performed for a /// redeclaration (vs. a reference). enum RedeclarationKind { /// The lookup is a reference to this name that is not for the /// purpose of redeclaring the name. NotForRedeclaration = 0, /// The lookup results will be used for redeclaration of a name, /// if an entity by that name already exists and is visible. ForVisibleRedeclaration, /// The lookup results will be used for redeclaration of a name /// with external linkage; non-visible lookup results with external linkage /// may also be found. ForExternalRedeclaration }; RedeclarationKind forRedeclarationInCurContext() { // A declaration with an owning module for linkage can never link against // anything that is not visible. We don't need to check linkage here; if // the context has internal linkage, redeclaration lookup won't find things // from other TUs, and we can't safely compute linkage yet in general. if (cast<Decl>(CurContext) ->getOwningModuleForLinkage(/*IgnoreLinkage*/true)) return ForVisibleRedeclaration; return ForExternalRedeclaration; } /// The possible outcomes of name lookup for a literal operator. enum LiteralOperatorLookupResult { /// The lookup resulted in an error. LOLR_Error, /// The lookup found no match but no diagnostic was issued. LOLR_ErrorNoDiagnostic, /// The lookup found a single 'cooked' literal operator, which /// expects a normal literal to be built and passed to it. LOLR_Cooked, /// The lookup found a single 'raw' literal operator, which expects /// a string literal containing the spelling of the literal token. LOLR_Raw, /// The lookup found an overload set of literal operator templates, /// which expect the characters of the spelling of the literal token to be /// passed as a non-type template argument pack. LOLR_Template, /// The lookup found an overload set of literal operator templates, /// which expect the character type and characters of the spelling of the /// string literal token to be passed as template arguments. LOLR_StringTemplate }; SpecialMemberOverloadResult LookupSpecialMember(CXXRecordDecl *D, CXXSpecialMember SM, bool ConstArg, bool VolatileArg, bool RValueThis, bool ConstThis, bool VolatileThis); typedef std::function<void(const TypoCorrection &)> TypoDiagnosticGenerator; typedef std::function<ExprResult(Sema &, TypoExpr *, TypoCorrection)> TypoRecoveryCallback; private: bool CppLookupName(LookupResult &R, Scope *S); struct TypoExprState { std::unique_ptr<TypoCorrectionConsumer> Consumer; TypoDiagnosticGenerator DiagHandler; TypoRecoveryCallback RecoveryHandler; TypoExprState(); TypoExprState(TypoExprState &&other) noexcept; TypoExprState &operator=(TypoExprState &&other) noexcept; }; /// The set of unhandled TypoExprs and their associated state. llvm::MapVector<TypoExpr *, TypoExprState> DelayedTypos; /// Creates a new TypoExpr AST node. TypoExpr *createDelayedTypo(std::unique_ptr<TypoCorrectionConsumer> TCC, TypoDiagnosticGenerator TDG, TypoRecoveryCallback TRC); // The set of known/encountered (unique, canonicalized) NamespaceDecls. // // The boolean value will be true to indicate that the namespace was loaded // from an AST/PCH file, or false otherwise. llvm::MapVector<NamespaceDecl*, bool> KnownNamespaces; /// Whether we have already loaded known namespaces from an extenal /// source. bool LoadedExternalKnownNamespaces; /// Helper for CorrectTypo and CorrectTypoDelayed used to create and /// populate a new TypoCorrectionConsumer. Returns nullptr if typo correction /// should be skipped entirely. std::unique_ptr<TypoCorrectionConsumer> makeTypoCorrectionConsumer(const DeclarationNameInfo &Typo, Sema::LookupNameKind LookupKind, Scope *S, CXXScopeSpec *SS, std::unique_ptr<CorrectionCandidateCallback> CCC, DeclContext *MemberContext, bool EnteringContext, const ObjCObjectPointerType *OPT, bool ErrorRecovery); public: const TypoExprState &getTypoExprState(TypoExpr *TE) const; /// Clears the state of the given TypoExpr. void clearDelayedTypo(TypoExpr *TE); /// Look up a name, looking for a single declaration. Return /// null if the results were absent, ambiguous, or overloaded. /// /// It is preferable to use the elaborated form and explicitly handle /// ambiguity and overloaded. NamedDecl *LookupSingleName(Scope *S, DeclarationName Name, SourceLocation Loc, LookupNameKind NameKind, RedeclarationKind Redecl = NotForRedeclaration); bool LookupName(LookupResult &R, Scope *S, bool AllowBuiltinCreation = false); bool LookupQualifiedName(LookupResult &R, DeclContext *LookupCtx, bool InUnqualifiedLookup = false); bool LookupQualifiedName(LookupResult &R, DeclContext *LookupCtx, CXXScopeSpec &SS); bool LookupParsedName(LookupResult &R, Scope *S, CXXScopeSpec *SS, bool AllowBuiltinCreation = false, bool EnteringContext = false); ObjCProtocolDecl *LookupProtocol(IdentifierInfo *II, SourceLocation IdLoc, RedeclarationKind Redecl = NotForRedeclaration); bool LookupInSuper(LookupResult &R, CXXRecordDecl *Class); void LookupOverloadedOperatorName(OverloadedOperatorKind Op, Scope *S, QualType T1, QualType T2, UnresolvedSetImpl &Functions); LabelDecl *LookupOrCreateLabel(IdentifierInfo *II, SourceLocation IdentLoc, SourceLocation GnuLabelLoc = SourceLocation()); DeclContextLookupResult LookupConstructors(CXXRecordDecl *Class); CXXConstructorDecl *LookupDefaultConstructor(CXXRecordDecl *Class); CXXConstructorDecl *LookupCopyingConstructor(CXXRecordDecl *Class, unsigned Quals); CXXMethodDecl *LookupCopyingAssignment(CXXRecordDecl *Class, unsigned Quals, bool RValueThis, unsigned ThisQuals); CXXConstructorDecl *LookupMovingConstructor(CXXRecordDecl *Class, unsigned Quals); CXXMethodDecl *LookupMovingAssignment(CXXRecordDecl *Class, unsigned Quals, bool RValueThis, unsigned ThisQuals); CXXDestructorDecl *LookupDestructor(CXXRecordDecl *Class); bool checkLiteralOperatorId(const CXXScopeSpec &SS, const UnqualifiedId &Id); LiteralOperatorLookupResult LookupLiteralOperator(Scope *S, LookupResult &R, ArrayRef<QualType> ArgTys, bool AllowRaw, bool AllowTemplate, bool AllowStringTemplate, bool DiagnoseMissing); bool isKnownName(StringRef name); void ArgumentDependentLookup(DeclarationName Name, SourceLocation Loc, ArrayRef<Expr *> Args, ADLResult &Functions); void LookupVisibleDecls(Scope *S, LookupNameKind Kind, VisibleDeclConsumer &Consumer, bool IncludeGlobalScope = true, bool LoadExternal = true); void LookupVisibleDecls(DeclContext *Ctx, LookupNameKind Kind, VisibleDeclConsumer &Consumer, bool IncludeGlobalScope = true, bool IncludeDependentBases = false, bool LoadExternal = true); enum CorrectTypoKind { CTK_NonError, // CorrectTypo used in a non error recovery situation. CTK_ErrorRecovery // CorrectTypo used in normal error recovery. }; TypoCorrection CorrectTypo(const DeclarationNameInfo &Typo, Sema::LookupNameKind LookupKind, Scope *S, CXXScopeSpec *SS, std::unique_ptr<CorrectionCandidateCallback> CCC, CorrectTypoKind Mode, DeclContext *MemberContext = nullptr, bool EnteringContext = false, const ObjCObjectPointerType *OPT = nullptr, bool RecordFailure = true); TypoExpr *CorrectTypoDelayed(const DeclarationNameInfo &Typo, Sema::LookupNameKind LookupKind, Scope *S, CXXScopeSpec *SS, std::unique_ptr<CorrectionCandidateCallback> CCC, TypoDiagnosticGenerator TDG, TypoRecoveryCallback TRC, CorrectTypoKind Mode, DeclContext *MemberContext = nullptr, bool EnteringContext = false, const ObjCObjectPointerType *OPT = nullptr); /// Process any TypoExprs in the given Expr and its children, /// generating diagnostics as appropriate and returning a new Expr if there /// were typos that were all successfully corrected and ExprError if one or /// more typos could not be corrected. /// /// \param E The Expr to check for TypoExprs. /// /// \param InitDecl A VarDecl to avoid because the Expr being corrected is its /// initializer. /// /// \param Filter A function applied to a newly rebuilt Expr to determine if /// it is an acceptable/usable result from a single combination of typo /// corrections. As long as the filter returns ExprError, different /// combinations of corrections will be tried until all are exhausted. ExprResult CorrectDelayedTyposInExpr(Expr *E, VarDecl *InitDecl = nullptr, llvm::function_ref<ExprResult(Expr *)> Filter = [](Expr *E) -> ExprResult { return E; }); ExprResult CorrectDelayedTyposInExpr(Expr *E, llvm::function_ref<ExprResult(Expr *)> Filter) { return CorrectDelayedTyposInExpr(E, nullptr, Filter); } ExprResult CorrectDelayedTyposInExpr(ExprResult ER, VarDecl *InitDecl = nullptr, llvm::function_ref<ExprResult(Expr *)> Filter = [](Expr *E) -> ExprResult { return E; }) { return ER.isInvalid() ? ER : CorrectDelayedTyposInExpr(ER.get(), Filter); } ExprResult CorrectDelayedTyposInExpr(ExprResult ER, llvm::function_ref<ExprResult(Expr *)> Filter) { return CorrectDelayedTyposInExpr(ER, nullptr, Filter); } void diagnoseTypo(const TypoCorrection &Correction, const PartialDiagnostic &TypoDiag, bool ErrorRecovery = true); void diagnoseTypo(const TypoCorrection &Correction, const PartialDiagnostic &TypoDiag, const PartialDiagnostic &PrevNote, bool ErrorRecovery = true); void MarkTypoCorrectedFunctionDefinition(const NamedDecl *F); void FindAssociatedClassesAndNamespaces(SourceLocation InstantiationLoc, ArrayRef<Expr *> Args, AssociatedNamespaceSet &AssociatedNamespaces, AssociatedClassSet &AssociatedClasses); void FilterLookupForScope(LookupResult &R, DeclContext *Ctx, Scope *S, bool ConsiderLinkage, bool AllowInlineNamespace); bool CheckRedeclarationModuleOwnership(NamedDecl *New, NamedDecl *Old); void DiagnoseAmbiguousLookup(LookupResult &Result); //@} ObjCInterfaceDecl *getObjCInterfaceDecl(IdentifierInfo *&Id, SourceLocation IdLoc, bool TypoCorrection = false); NamedDecl *LazilyCreateBuiltin(IdentifierInfo *II, unsigned ID, Scope *S, bool ForRedeclaration, SourceLocation Loc); NamedDecl *ImplicitlyDefineFunction(SourceLocation Loc, IdentifierInfo &II, Scope *S); void AddKnownFunctionAttributes(FunctionDecl *FD); // More parsing and symbol table subroutines. void ProcessPragmaWeak(Scope *S, Decl *D); // Decl attributes - this routine is the top level dispatcher. void ProcessDeclAttributes(Scope *S, Decl *D, const Declarator &PD); // Helper for delayed processing of attributes. void ProcessDeclAttributeDelayed(Decl *D, const ParsedAttributesView &AttrList); void ProcessDeclAttributeList(Scope *S, Decl *D, const ParsedAttributesView &AL, bool IncludeCXX11Attributes = true); bool ProcessAccessDeclAttributeList(AccessSpecDecl *ASDecl, const ParsedAttributesView &AttrList); void checkUnusedDeclAttributes(Declarator &D); /// Determine if type T is a valid subject for a nonnull and similar /// attributes. By default, we look through references (the behavior used by /// nonnull), but if the second parameter is true, then we treat a reference /// type as valid. bool isValidPointerAttrType(QualType T, bool RefOkay = false); bool CheckRegparmAttr(const ParsedAttr &attr, unsigned &value); bool CheckCallingConvAttr(const ParsedAttr &attr, CallingConv &CC, const FunctionDecl *FD = nullptr); bool CheckAttrTarget(const ParsedAttr &CurrAttr); bool CheckAttrNoArgs(const ParsedAttr &CurrAttr); bool checkStringLiteralArgumentAttr(const ParsedAttr &Attr, unsigned ArgNum, StringRef &Str, SourceLocation *ArgLocation = nullptr); bool checkSectionName(SourceLocation LiteralLoc, StringRef Str); bool checkTargetAttr(SourceLocation LiteralLoc, StringRef Str); bool checkMSInheritanceAttrOnDefinition( CXXRecordDecl *RD, SourceRange Range, bool BestCase, MSInheritanceAttr::Spelling SemanticSpelling); void CheckAlignasUnderalignment(Decl *D); /// Adjust the calling convention of a method to be the ABI default if it /// wasn't specified explicitly. This handles method types formed from /// function type typedefs and typename template arguments. void adjustMemberFunctionCC(QualType &T, bool IsStatic, bool IsCtorOrDtor, SourceLocation Loc); // Check if there is an explicit attribute, but only look through parens. // The intent is to look for an attribute on the current declarator, but not // one that came from a typedef. bool hasExplicitCallingConv(QualType &T); /// Get the outermost AttributedType node that sets a calling convention. /// Valid types should not have multiple attributes with different CCs. const AttributedType *getCallingConvAttributedType(QualType T) const; /// Check whether a nullability type specifier can be added to the given /// type. /// /// \param type The type to which the nullability specifier will be /// added. On success, this type will be updated appropriately. /// /// \param nullability The nullability specifier to add. /// /// \param nullabilityLoc The location of the nullability specifier. /// /// \param isContextSensitive Whether this nullability specifier was /// written as a context-sensitive keyword (in an Objective-C /// method) or an Objective-C property attribute, rather than as an /// underscored type specifier. /// /// \param allowArrayTypes Whether to accept nullability specifiers on an /// array type (e.g., because it will decay to a pointer). /// /// \returns true if nullability cannot be applied, false otherwise. bool checkNullabilityTypeSpecifier(QualType &type, NullabilityKind nullability, SourceLocation nullabilityLoc, bool isContextSensitive, bool allowArrayTypes); /// Stmt attributes - this routine is the top level dispatcher. StmtResult ProcessStmtAttributes(Stmt *Stmt, const ParsedAttributesView &Attrs, SourceRange Range); void WarnConflictingTypedMethods(ObjCMethodDecl *Method, ObjCMethodDecl *MethodDecl, bool IsProtocolMethodDecl); void CheckConflictingOverridingMethod(ObjCMethodDecl *Method, ObjCMethodDecl *Overridden, bool IsProtocolMethodDecl); /// WarnExactTypedMethods - This routine issues a warning if method /// implementation declaration matches exactly that of its declaration. void WarnExactTypedMethods(ObjCMethodDecl *Method, ObjCMethodDecl *MethodDecl, bool IsProtocolMethodDecl); typedef llvm::SmallPtrSet<Selector, 8> SelectorSet; /// CheckImplementationIvars - This routine checks if the instance variables /// listed in the implelementation match those listed in the interface. void CheckImplementationIvars(ObjCImplementationDecl *ImpDecl, ObjCIvarDecl **Fields, unsigned nIvars, SourceLocation Loc); /// ImplMethodsVsClassMethods - This is main routine to warn if any method /// remains unimplemented in the class or category \@implementation. void ImplMethodsVsClassMethods(Scope *S, ObjCImplDecl* IMPDecl, ObjCContainerDecl* IDecl, bool IncompleteImpl = false); /// DiagnoseUnimplementedProperties - This routine warns on those properties /// which must be implemented by this implementation. void DiagnoseUnimplementedProperties(Scope *S, ObjCImplDecl* IMPDecl, ObjCContainerDecl *CDecl, bool SynthesizeProperties); /// Diagnose any null-resettable synthesized setters. void diagnoseNullResettableSynthesizedSetters(const ObjCImplDecl *impDecl); /// DefaultSynthesizeProperties - This routine default synthesizes all /// properties which must be synthesized in the class's \@implementation. void DefaultSynthesizeProperties(Scope *S, ObjCImplDecl *IMPDecl, ObjCInterfaceDecl *IDecl, SourceLocation AtEnd); void DefaultSynthesizeProperties(Scope *S, Decl *D, SourceLocation AtEnd); /// IvarBacksCurrentMethodAccessor - This routine returns 'true' if 'IV' is /// an ivar synthesized for 'Method' and 'Method' is a property accessor /// declared in class 'IFace'. bool IvarBacksCurrentMethodAccessor(ObjCInterfaceDecl *IFace, ObjCMethodDecl *Method, ObjCIvarDecl *IV); /// DiagnoseUnusedBackingIvarInAccessor - Issue an 'unused' warning if ivar which /// backs the property is not used in the property's accessor. void DiagnoseUnusedBackingIvarInAccessor(Scope *S, const ObjCImplementationDecl *ImplD); /// GetIvarBackingPropertyAccessor - If method is a property setter/getter and /// it property has a backing ivar, returns this ivar; otherwise, returns NULL. /// It also returns ivar's property on success. ObjCIvarDecl *GetIvarBackingPropertyAccessor(const ObjCMethodDecl *Method, const ObjCPropertyDecl *&PDecl) const; /// Called by ActOnProperty to handle \@property declarations in /// class extensions. ObjCPropertyDecl *HandlePropertyInClassExtension(Scope *S, SourceLocation AtLoc, SourceLocation LParenLoc, FieldDeclarator &FD, Selector GetterSel, SourceLocation GetterNameLoc, Selector SetterSel, SourceLocation SetterNameLoc, const bool isReadWrite, unsigned &Attributes, const unsigned AttributesAsWritten, QualType T, TypeSourceInfo *TSI, tok::ObjCKeywordKind MethodImplKind); /// Called by ActOnProperty and HandlePropertyInClassExtension to /// handle creating the ObjcPropertyDecl for a category or \@interface. ObjCPropertyDecl *CreatePropertyDecl(Scope *S, ObjCContainerDecl *CDecl, SourceLocation AtLoc, SourceLocation LParenLoc, FieldDeclarator &FD, Selector GetterSel, SourceLocation GetterNameLoc, Selector SetterSel, SourceLocation SetterNameLoc, const bool isReadWrite, const unsigned Attributes, const unsigned AttributesAsWritten, QualType T, TypeSourceInfo *TSI, tok::ObjCKeywordKind MethodImplKind, DeclContext *lexicalDC = nullptr); /// AtomicPropertySetterGetterRules - This routine enforces the rule (via /// warning) when atomic property has one but not the other user-declared /// setter or getter. void AtomicPropertySetterGetterRules(ObjCImplDecl* IMPDecl, ObjCInterfaceDecl* IDecl); void DiagnoseOwningPropertyGetterSynthesis(const ObjCImplementationDecl *D); void DiagnoseMissingDesignatedInitOverrides( const ObjCImplementationDecl *ImplD, const ObjCInterfaceDecl *IFD); void DiagnoseDuplicateIvars(ObjCInterfaceDecl *ID, ObjCInterfaceDecl *SID); enum MethodMatchStrategy { MMS_loose, MMS_strict }; /// MatchTwoMethodDeclarations - Checks if two methods' type match and returns /// true, or false, accordingly. bool MatchTwoMethodDeclarations(const ObjCMethodDecl *Method, const ObjCMethodDecl *PrevMethod, MethodMatchStrategy strategy = MMS_strict); /// MatchAllMethodDeclarations - Check methods declaraed in interface or /// or protocol against those declared in their implementations. void MatchAllMethodDeclarations(const SelectorSet &InsMap, const SelectorSet &ClsMap, SelectorSet &InsMapSeen, SelectorSet &ClsMapSeen, ObjCImplDecl* IMPDecl, ObjCContainerDecl* IDecl, bool &IncompleteImpl, bool ImmediateClass, bool WarnCategoryMethodImpl=false); /// CheckCategoryVsClassMethodMatches - Checks that methods implemented in /// category matches with those implemented in its primary class and /// warns each time an exact match is found. void CheckCategoryVsClassMethodMatches(ObjCCategoryImplDecl *CatIMP); /// Add the given method to the list of globally-known methods. void addMethodToGlobalList(ObjCMethodList *List, ObjCMethodDecl *Method); private: /// AddMethodToGlobalPool - Add an instance or factory method to the global /// pool. See descriptoin of AddInstanceMethodToGlobalPool. void AddMethodToGlobalPool(ObjCMethodDecl *Method, bool impl, bool instance); /// LookupMethodInGlobalPool - Returns the instance or factory method and /// optionally warns if there are multiple signatures. ObjCMethodDecl *LookupMethodInGlobalPool(Selector Sel, SourceRange R, bool receiverIdOrClass, bool instance); public: /// - Returns instance or factory methods in global method pool for /// given selector. It checks the desired kind first, if none is found, and /// parameter checkTheOther is set, it then checks the other kind. If no such /// method or only one method is found, function returns false; otherwise, it /// returns true. bool CollectMultipleMethodsInGlobalPool(Selector Sel, SmallVectorImpl<ObjCMethodDecl*>& Methods, bool InstanceFirst, bool CheckTheOther, const ObjCObjectType *TypeBound = nullptr); bool AreMultipleMethodsInGlobalPool(Selector Sel, ObjCMethodDecl *BestMethod, SourceRange R, bool receiverIdOrClass, SmallVectorImpl<ObjCMethodDecl*>& Methods); void DiagnoseMultipleMethodInGlobalPool(SmallVectorImpl<ObjCMethodDecl*> &Methods, Selector Sel, SourceRange R, bool receiverIdOrClass); private: /// - Returns a selector which best matches given argument list or /// nullptr if none could be found ObjCMethodDecl *SelectBestMethod(Selector Sel, MultiExprArg Args, bool IsInstance, SmallVectorImpl<ObjCMethodDecl*>& Methods); /// Record the typo correction failure and return an empty correction. TypoCorrection FailedCorrection(IdentifierInfo *Typo, SourceLocation TypoLoc, bool RecordFailure = true) { if (RecordFailure) TypoCorrectionFailures[Typo].insert(TypoLoc); return TypoCorrection(); } public: /// AddInstanceMethodToGlobalPool - All instance methods in a translation /// unit are added to a global pool. This allows us to efficiently associate /// a selector with a method declaraation for purposes of typechecking /// messages sent to "id" (where the class of the object is unknown). void AddInstanceMethodToGlobalPool(ObjCMethodDecl *Method, bool impl=false) { AddMethodToGlobalPool(Method, impl, /*instance*/true); } /// AddFactoryMethodToGlobalPool - Same as above, but for factory methods. void AddFactoryMethodToGlobalPool(ObjCMethodDecl *Method, bool impl=false) { AddMethodToGlobalPool(Method, impl, /*instance*/false); } /// AddAnyMethodToGlobalPool - Add any method, instance or factory to global /// pool. void AddAnyMethodToGlobalPool(Decl *D); /// LookupInstanceMethodInGlobalPool - Returns the method and warns if /// there are multiple signatures. ObjCMethodDecl *LookupInstanceMethodInGlobalPool(Selector Sel, SourceRange R, bool receiverIdOrClass=false) { return LookupMethodInGlobalPool(Sel, R, receiverIdOrClass, /*instance*/true); } /// LookupFactoryMethodInGlobalPool - Returns the method and warns if /// there are multiple signatures. ObjCMethodDecl *LookupFactoryMethodInGlobalPool(Selector Sel, SourceRange R, bool receiverIdOrClass=false) { return LookupMethodInGlobalPool(Sel, R, receiverIdOrClass, /*instance*/false); } const ObjCMethodDecl *SelectorsForTypoCorrection(Selector Sel, QualType ObjectType=QualType()); /// LookupImplementedMethodInGlobalPool - Returns the method which has an /// implementation. ObjCMethodDecl *LookupImplementedMethodInGlobalPool(Selector Sel); /// CollectIvarsToConstructOrDestruct - Collect those ivars which require /// initialization. void CollectIvarsToConstructOrDestruct(ObjCInterfaceDecl *OI, SmallVectorImpl<ObjCIvarDecl*> &Ivars); //===--------------------------------------------------------------------===// // Statement Parsing Callbacks: SemaStmt.cpp. public: class FullExprArg { public: FullExprArg() : E(nullptr) { } FullExprArg(Sema &actions) : E(nullptr) { } ExprResult release() { return E; } Expr *get() const { return E; } Expr *operator->() { return E; } private: // FIXME: No need to make the entire Sema class a friend when it's just // Sema::MakeFullExpr that needs access to the constructor below. friend class Sema; explicit FullExprArg(Expr *expr) : E(expr) {} Expr *E; }; FullExprArg MakeFullExpr(Expr *Arg) { return MakeFullExpr(Arg, Arg ? Arg->getExprLoc() : SourceLocation()); } FullExprArg MakeFullExpr(Expr *Arg, SourceLocation CC) { return FullExprArg(ActOnFinishFullExpr(Arg, CC).get()); } FullExprArg MakeFullDiscardedValueExpr(Expr *Arg) { ExprResult FE = ActOnFinishFullExpr(Arg, Arg ? Arg->getExprLoc() : SourceLocation(), /*DiscardedValue*/ true); return FullExprArg(FE.get()); } StmtResult ActOnExprStmt(ExprResult Arg); StmtResult ActOnExprStmtError(); StmtResult ActOnNullStmt(SourceLocation SemiLoc, bool HasLeadingEmptyMacro = false); void ActOnStartOfCompoundStmt(bool IsStmtExpr); void ActOnFinishOfCompoundStmt(); StmtResult ActOnCompoundStmt(SourceLocation L, SourceLocation R, ArrayRef<Stmt *> Elts, bool isStmtExpr); /// A RAII object to enter scope of a compound statement. class CompoundScopeRAII { public: CompoundScopeRAII(Sema &S, bool IsStmtExpr = false) : S(S) { S.ActOnStartOfCompoundStmt(IsStmtExpr); } ~CompoundScopeRAII() { S.ActOnFinishOfCompoundStmt(); } private: Sema &S; }; /// An RAII helper that pops function a function scope on exit. struct FunctionScopeRAII { Sema &S; bool Active; FunctionScopeRAII(Sema &S) : S(S), Active(true) {} ~FunctionScopeRAII() { if (Active) S.PopFunctionScopeInfo(); } void disable() { Active = false; } }; StmtResult ActOnDeclStmt(DeclGroupPtrTy Decl, SourceLocation StartLoc, SourceLocation EndLoc); void ActOnForEachDeclStmt(DeclGroupPtrTy Decl); StmtResult ActOnForEachLValueExpr(Expr *E); ExprResult ActOnCaseExpr(SourceLocation CaseLoc, ExprResult Val); StmtResult ActOnCaseStmt(SourceLocation CaseLoc, ExprResult LHS, SourceLocation DotDotDotLoc, ExprResult RHS, SourceLocation ColonLoc); void ActOnCaseStmtBody(Stmt *CaseStmt, Stmt *SubStmt); StmtResult ActOnDefaultStmt(SourceLocation DefaultLoc, SourceLocation ColonLoc, Stmt *SubStmt, Scope *CurScope); StmtResult ActOnLabelStmt(SourceLocation IdentLoc, LabelDecl *TheDecl, SourceLocation ColonLoc, Stmt *SubStmt); StmtResult ActOnAttributedStmt(SourceLocation AttrLoc, ArrayRef<const Attr*> Attrs, Stmt *SubStmt); class ConditionResult; StmtResult ActOnIfStmt(SourceLocation IfLoc, bool IsConstexpr, Stmt *InitStmt, ConditionResult Cond, Stmt *ThenVal, SourceLocation ElseLoc, Stmt *ElseVal); StmtResult BuildIfStmt(SourceLocation IfLoc, bool IsConstexpr, Stmt *InitStmt, ConditionResult Cond, Stmt *ThenVal, SourceLocation ElseLoc, Stmt *ElseVal); StmtResult ActOnStartOfSwitchStmt(SourceLocation SwitchLoc, Stmt *InitStmt, ConditionResult Cond); StmtResult ActOnFinishSwitchStmt(SourceLocation SwitchLoc, Stmt *Switch, Stmt *Body); StmtResult ActOnWhileStmt(SourceLocation WhileLoc, ConditionResult Cond, Stmt *Body); StmtResult ActOnDoStmt(SourceLocation DoLoc, Stmt *Body, SourceLocation WhileLoc, SourceLocation CondLParen, Expr *Cond, SourceLocation CondRParen); StmtResult ActOnForStmt(SourceLocation ForLoc, SourceLocation LParenLoc, Stmt *First, ConditionResult Second, FullExprArg Third, SourceLocation RParenLoc, Stmt *Body); ExprResult CheckObjCForCollectionOperand(SourceLocation forLoc, Expr *collection); StmtResult ActOnObjCForCollectionStmt(SourceLocation ForColLoc, Stmt *First, Expr *collection, SourceLocation RParenLoc); StmtResult FinishObjCForCollectionStmt(Stmt *ForCollection, Stmt *Body); enum BuildForRangeKind { /// Initial building of a for-range statement. BFRK_Build, /// Instantiation or recovery rebuild of a for-range statement. Don't /// attempt any typo-correction. BFRK_Rebuild, /// Determining whether a for-range statement could be built. Avoid any /// unnecessary or irreversible actions. BFRK_Check }; StmtResult ActOnCXXForRangeStmt(Scope *S, SourceLocation ForLoc, SourceLocation CoawaitLoc, Stmt *LoopVar, SourceLocation ColonLoc, Expr *Collection, SourceLocation RParenLoc, BuildForRangeKind Kind); StmtResult BuildCXXForRangeStmt(SourceLocation ForLoc, SourceLocation CoawaitLoc, SourceLocation ColonLoc, Stmt *RangeDecl, Stmt *Begin, Stmt *End, Expr *Cond, Expr *Inc, Stmt *LoopVarDecl, SourceLocation RParenLoc, BuildForRangeKind Kind); StmtResult FinishCXXForRangeStmt(Stmt *ForRange, Stmt *Body); StmtResult ActOnGotoStmt(SourceLocation GotoLoc, SourceLocation LabelLoc, LabelDecl *TheDecl); StmtResult ActOnIndirectGotoStmt(SourceLocation GotoLoc, SourceLocation StarLoc, Expr *DestExp); StmtResult ActOnContinueStmt(SourceLocation ContinueLoc, Scope *CurScope); StmtResult ActOnBreakStmt(SourceLocation BreakLoc, Scope *CurScope); void ActOnCapturedRegionStart(SourceLocation Loc, Scope *CurScope, CapturedRegionKind Kind, unsigned NumParams); typedef std::pair<StringRef, QualType> CapturedParamNameType; void ActOnCapturedRegionStart(SourceLocation Loc, Scope *CurScope, CapturedRegionKind Kind, ArrayRef<CapturedParamNameType> Params); StmtResult ActOnCapturedRegionEnd(Stmt *S); void ActOnCapturedRegionError(); RecordDecl *CreateCapturedStmtRecordDecl(CapturedDecl *&CD, SourceLocation Loc, unsigned NumParams); enum CopyElisionSemanticsKind { CES_Strict = 0, CES_AllowParameters = 1, CES_AllowDifferentTypes = 2, CES_AllowExceptionVariables = 4, CES_FormerDefault = (CES_AllowParameters), CES_Default = (CES_AllowParameters | CES_AllowDifferentTypes), CES_AsIfByStdMove = (CES_AllowParameters | CES_AllowDifferentTypes | CES_AllowExceptionVariables), }; VarDecl *getCopyElisionCandidate(QualType ReturnType, Expr *E, CopyElisionSemanticsKind CESK); bool isCopyElisionCandidate(QualType ReturnType, const VarDecl *VD, CopyElisionSemanticsKind CESK); StmtResult ActOnReturnStmt(SourceLocation ReturnLoc, Expr *RetValExp, Scope *CurScope); StmtResult BuildReturnStmt(SourceLocation ReturnLoc, Expr *RetValExp); StmtResult ActOnCapScopeReturnStmt(SourceLocation ReturnLoc, Expr *RetValExp); StmtResult ActOnGCCAsmStmt(SourceLocation AsmLoc, bool IsSimple, bool IsVolatile, unsigned NumOutputs, unsigned NumInputs, IdentifierInfo **Names, MultiExprArg Constraints, MultiExprArg Exprs, Expr *AsmString, MultiExprArg Clobbers, SourceLocation RParenLoc); void FillInlineAsmIdentifierInfo(Expr *Res, llvm::InlineAsmIdentifierInfo &Info); ExprResult LookupInlineAsmIdentifier(CXXScopeSpec &SS, SourceLocation TemplateKWLoc, UnqualifiedId &Id, bool IsUnevaluatedContext); bool LookupInlineAsmField(StringRef Base, StringRef Member, unsigned &Offset, SourceLocation AsmLoc); ExprResult LookupInlineAsmVarDeclField(Expr *RefExpr, StringRef Member, SourceLocation AsmLoc); StmtResult ActOnMSAsmStmt(SourceLocation AsmLoc, SourceLocation LBraceLoc, ArrayRef<Token> AsmToks, StringRef AsmString, unsigned NumOutputs, unsigned NumInputs, ArrayRef<StringRef> Constraints, ArrayRef<StringRef> Clobbers, ArrayRef<Expr*> Exprs, SourceLocation EndLoc); LabelDecl *GetOrCreateMSAsmLabel(StringRef ExternalLabelName, SourceLocation Location, bool AlwaysCreate); VarDecl *BuildObjCExceptionDecl(TypeSourceInfo *TInfo, QualType ExceptionType, SourceLocation StartLoc, SourceLocation IdLoc, IdentifierInfo *Id, bool Invalid = false); Decl *ActOnObjCExceptionDecl(Scope *S, Declarator &D); StmtResult ActOnObjCAtCatchStmt(SourceLocation AtLoc, SourceLocation RParen, Decl *Parm, Stmt *Body); StmtResult ActOnObjCAtFinallyStmt(SourceLocation AtLoc, Stmt *Body); StmtResult ActOnObjCAtTryStmt(SourceLocation AtLoc, Stmt *Try, MultiStmtArg Catch, Stmt *Finally); StmtResult BuildObjCAtThrowStmt(SourceLocation AtLoc, Expr *Throw); StmtResult ActOnObjCAtThrowStmt(SourceLocation AtLoc, Expr *Throw, Scope *CurScope); ExprResult ActOnObjCAtSynchronizedOperand(SourceLocation atLoc, Expr *operand); StmtResult ActOnObjCAtSynchronizedStmt(SourceLocation AtLoc, Expr *SynchExpr, Stmt *SynchBody); StmtResult ActOnObjCAutoreleasePoolStmt(SourceLocation AtLoc, Stmt *Body); VarDecl *BuildExceptionDeclaration(Scope *S, TypeSourceInfo *TInfo, SourceLocation StartLoc, SourceLocation IdLoc, IdentifierInfo *Id); Decl *ActOnExceptionDeclarator(Scope *S, Declarator &D); StmtResult ActOnCXXCatchBlock(SourceLocation CatchLoc, Decl *ExDecl, Stmt *HandlerBlock); StmtResult ActOnCXXTryBlock(SourceLocation TryLoc, Stmt *TryBlock, ArrayRef<Stmt *> Handlers); StmtResult ActOnSEHTryBlock(bool IsCXXTry, // try (true) or __try (false) ? SourceLocation TryLoc, Stmt *TryBlock, Stmt *Handler); StmtResult ActOnSEHExceptBlock(SourceLocation Loc, Expr *FilterExpr, Stmt *Block); void ActOnStartSEHFinallyBlock(); void ActOnAbortSEHFinallyBlock(); StmtResult ActOnFinishSEHFinallyBlock(SourceLocation Loc, Stmt *Block); StmtResult ActOnSEHLeaveStmt(SourceLocation Loc, Scope *CurScope); void DiagnoseReturnInConstructorExceptionHandler(CXXTryStmt *TryBlock); bool ShouldWarnIfUnusedFileScopedDecl(const DeclaratorDecl *D) const; /// If it's a file scoped decl that must warn if not used, keep track /// of it. void MarkUnusedFileScopedDecl(const DeclaratorDecl *D); /// DiagnoseUnusedExprResult - If the statement passed in is an expression /// whose result is unused, warn. void DiagnoseUnusedExprResult(const Stmt *S); void DiagnoseUnusedNestedTypedefs(const RecordDecl *D); void DiagnoseUnusedDecl(const NamedDecl *ND); /// Emit \p DiagID if statement located on \p StmtLoc has a suspicious null /// statement as a \p Body, and it is located on the same line. /// /// This helps prevent bugs due to typos, such as: /// if (condition); /// do_stuff(); void DiagnoseEmptyStmtBody(SourceLocation StmtLoc, const Stmt *Body, unsigned DiagID); /// Warn if a for/while loop statement \p S, which is followed by /// \p PossibleBody, has a suspicious null statement as a body. void DiagnoseEmptyLoopBody(const Stmt *S, const Stmt *PossibleBody); /// Warn if a value is moved to itself. void DiagnoseSelfMove(const Expr *LHSExpr, const Expr *RHSExpr, SourceLocation OpLoc); /// Warn if we're implicitly casting from a _Nullable pointer type to a /// _Nonnull one. void diagnoseNullableToNonnullConversion(QualType DstType, QualType SrcType, SourceLocation Loc); /// Warn when implicitly casting 0 to nullptr. void diagnoseZeroToNullptrConversion(CastKind Kind, const Expr *E); ParsingDeclState PushParsingDeclaration(sema::DelayedDiagnosticPool &pool) { return DelayedDiagnostics.push(pool); } void PopParsingDeclaration(ParsingDeclState state, Decl *decl); typedef ProcessingContextState ParsingClassState; ParsingClassState PushParsingClass() { return DelayedDiagnostics.pushUndelayed(); } void PopParsingClass(ParsingClassState state) { DelayedDiagnostics.popUndelayed(state); } void redelayDiagnostics(sema::DelayedDiagnosticPool &pool); void DiagnoseAvailabilityOfDecl(NamedDecl *D, ArrayRef<SourceLocation> Locs, const ObjCInterfaceDecl *UnknownObjCClass, bool ObjCPropertyAccess, bool AvoidPartialAvailabilityChecks = false); bool makeUnavailableInSystemHeader(SourceLocation loc, UnavailableAttr::ImplicitReason reason); /// Issue any -Wunguarded-availability warnings in \c FD void DiagnoseUnguardedAvailabilityViolations(Decl *FD); //===--------------------------------------------------------------------===// // Expression Parsing Callbacks: SemaExpr.cpp. bool CanUseDecl(NamedDecl *D, bool TreatUnavailableAsInvalid); bool DiagnoseUseOfDecl(NamedDecl *D, ArrayRef<SourceLocation> Locs, const ObjCInterfaceDecl *UnknownObjCClass = nullptr, bool ObjCPropertyAccess = false, bool AvoidPartialAvailabilityChecks = false); void NoteDeletedFunction(FunctionDecl *FD); void NoteDeletedInheritingConstructor(CXXConstructorDecl *CD); std::string getDeletedOrUnavailableSuffix(const FunctionDecl *FD); bool DiagnosePropertyAccessorMismatch(ObjCPropertyDecl *PD, ObjCMethodDecl *Getter, SourceLocation Loc); void DiagnoseSentinelCalls(NamedDecl *D, SourceLocation Loc, ArrayRef<Expr *> Args); void PushExpressionEvaluationContext( ExpressionEvaluationContext NewContext, Decl *LambdaContextDecl = nullptr, ExpressionEvaluationContextRecord::ExpressionKind Type = ExpressionEvaluationContextRecord::EK_Other); enum ReuseLambdaContextDecl_t { ReuseLambdaContextDecl }; void PushExpressionEvaluationContext( ExpressionEvaluationContext NewContext, ReuseLambdaContextDecl_t, ExpressionEvaluationContextRecord::ExpressionKind Type = ExpressionEvaluationContextRecord::EK_Other); void PopExpressionEvaluationContext(); void DiscardCleanupsInEvaluationContext(); ExprResult TransformToPotentiallyEvaluated(Expr *E); ExprResult HandleExprEvaluationContextForTypeof(Expr *E); ExprResult ActOnConstantExpression(ExprResult Res); // Functions for marking a declaration referenced. These functions also // contain the relevant logic for marking if a reference to a function or // variable is an odr-use (in the C++11 sense). There are separate variants // for expressions referring to a decl; these exist because odr-use marking // needs to be delayed for some constant variables when we build one of the // named expressions. // // MightBeOdrUse indicates whether the use could possibly be an odr-use, and // should usually be true. This only needs to be set to false if the lack of // odr-use cannot be determined from the current context (for instance, // because the name denotes a virtual function and was written without an // explicit nested-name-specifier). void MarkAnyDeclReferenced(SourceLocation Loc, Decl *D, bool MightBeOdrUse); void MarkFunctionReferenced(SourceLocation Loc, FunctionDecl *Func, bool MightBeOdrUse = true); void MarkVariableReferenced(SourceLocation Loc, VarDecl *Var); void MarkDeclRefReferenced(DeclRefExpr *E, const Expr *Base = nullptr); void MarkMemberReferenced(MemberExpr *E); void UpdateMarkingForLValueToRValue(Expr *E); void CleanupVarDeclMarking(); enum TryCaptureKind { TryCapture_Implicit, TryCapture_ExplicitByVal, TryCapture_ExplicitByRef }; /// Try to capture the given variable. /// /// \param Var The variable to capture. /// /// \param Loc The location at which the capture occurs. /// /// \param Kind The kind of capture, which may be implicit (for either a /// block or a lambda), or explicit by-value or by-reference (for a lambda). /// /// \param EllipsisLoc The location of the ellipsis, if one is provided in /// an explicit lambda capture. /// /// \param BuildAndDiagnose Whether we are actually supposed to add the /// captures or diagnose errors. If false, this routine merely check whether /// the capture can occur without performing the capture itself or complaining /// if the variable cannot be captured. /// /// \param CaptureType Will be set to the type of the field used to capture /// this variable in the innermost block or lambda. Only valid when the /// variable can be captured. /// /// \param DeclRefType Will be set to the type of a reference to the capture /// from within the current scope. Only valid when the variable can be /// captured. /// /// \param FunctionScopeIndexToStopAt If non-null, it points to the index /// of the FunctionScopeInfo stack beyond which we do not attempt to capture. /// This is useful when enclosing lambdas must speculatively capture /// variables that may or may not be used in certain specializations of /// a nested generic lambda. /// /// \returns true if an error occurred (i.e., the variable cannot be /// captured) and false if the capture succeeded. bool tryCaptureVariable(VarDecl *Var, SourceLocation Loc, TryCaptureKind Kind, SourceLocation EllipsisLoc, bool BuildAndDiagnose, QualType &CaptureType, QualType &DeclRefType, const unsigned *const FunctionScopeIndexToStopAt); /// Try to capture the given variable. bool tryCaptureVariable(VarDecl *Var, SourceLocation Loc, TryCaptureKind Kind = TryCapture_Implicit, SourceLocation EllipsisLoc = SourceLocation()); /// Checks if the variable must be captured. bool NeedToCaptureVariable(VarDecl *Var, SourceLocation Loc); /// Given a variable, determine the type that a reference to that /// variable will have in the given scope. QualType getCapturedDeclRefType(VarDecl *Var, SourceLocation Loc); /// Mark all of the declarations referenced within a particular AST node as /// referenced. Used when template instantiation instantiates a non-dependent /// type -- entities referenced by the type are now referenced. void MarkDeclarationsReferencedInType(SourceLocation Loc, QualType T); void MarkDeclarationsReferencedInExpr(Expr *E, bool SkipLocalVariables = false); /// Try to recover by turning the given expression into a /// call. Returns true if recovery was attempted or an error was /// emitted; this may also leave the ExprResult invalid. bool tryToRecoverWithCall(ExprResult &E, const PartialDiagnostic &PD, bool ForceComplain = false, bool (*IsPlausibleResult)(QualType) = nullptr); /// Figure out if an expression could be turned into a call. bool tryExprAsCall(Expr &E, QualType &ZeroArgCallReturnTy, UnresolvedSetImpl &NonTemplateOverloads); /// Conditionally issue a diagnostic based on the current /// evaluation context. /// /// \param Statement If Statement is non-null, delay reporting the /// diagnostic until the function body is parsed, and then do a basic /// reachability analysis to determine if the statement is reachable. /// If it is unreachable, the diagnostic will not be emitted. bool DiagRuntimeBehavior(SourceLocation Loc, const Stmt *Statement, const PartialDiagnostic &PD); // Primary Expressions. SourceRange getExprRange(Expr *E) const; ExprResult ActOnIdExpression( Scope *S, CXXScopeSpec &SS, SourceLocation TemplateKWLoc, UnqualifiedId &Id, bool HasTrailingLParen, bool IsAddressOfOperand, std::unique_ptr<CorrectionCandidateCallback> CCC = nullptr, bool IsInlineAsmIdentifier = false, Token *KeywordReplacement = nullptr); void DecomposeUnqualifiedId(const UnqualifiedId &Id, TemplateArgumentListInfo &Buffer, DeclarationNameInfo &NameInfo, const TemplateArgumentListInfo *&TemplateArgs); bool DiagnoseEmptyLookup(Scope *S, CXXScopeSpec &SS, LookupResult &R, std::unique_ptr<CorrectionCandidateCallback> CCC, TemplateArgumentListInfo *ExplicitTemplateArgs = nullptr, ArrayRef<Expr *> Args = None, TypoExpr **Out = nullptr); ExprResult LookupInObjCMethod(LookupResult &LookUp, Scope *S, IdentifierInfo *II, bool AllowBuiltinCreation=false); ExprResult ActOnDependentIdExpression(const CXXScopeSpec &SS, SourceLocation TemplateKWLoc, const DeclarationNameInfo &NameInfo, bool isAddressOfOperand, const TemplateArgumentListInfo *TemplateArgs); ExprResult BuildDeclRefExpr(ValueDecl *D, QualType Ty, ExprValueKind VK, SourceLocation Loc, const CXXScopeSpec *SS = nullptr); ExprResult BuildDeclRefExpr(ValueDecl *D, QualType Ty, ExprValueKind VK, const DeclarationNameInfo &NameInfo, const CXXScopeSpec *SS = nullptr, NamedDecl *FoundD = nullptr, const TemplateArgumentListInfo *TemplateArgs = nullptr); ExprResult BuildAnonymousStructUnionMemberReference( const CXXScopeSpec &SS, SourceLocation nameLoc, IndirectFieldDecl *indirectField, DeclAccessPair FoundDecl = DeclAccessPair::make(nullptr, AS_none), Expr *baseObjectExpr = nullptr, SourceLocation opLoc = SourceLocation()); ExprResult BuildPossibleImplicitMemberExpr(const CXXScopeSpec &SS, SourceLocation TemplateKWLoc, LookupResult &R, const TemplateArgumentListInfo *TemplateArgs, const Scope *S); ExprResult BuildImplicitMemberExpr(const CXXScopeSpec &SS, SourceLocation TemplateKWLoc, LookupResult &R, const TemplateArgumentListInfo *TemplateArgs, bool IsDefiniteInstance, const Scope *S); bool UseArgumentDependentLookup(const CXXScopeSpec &SS, const LookupResult &R, bool HasTrailingLParen); ExprResult BuildQualifiedDeclarationNameExpr(CXXScopeSpec &SS, const DeclarationNameInfo &NameInfo, bool IsAddressOfOperand, const Scope *S, TypeSourceInfo **RecoveryTSI = nullptr); ExprResult BuildDependentDeclRefExpr(const CXXScopeSpec &SS, SourceLocation TemplateKWLoc, const DeclarationNameInfo &NameInfo, const TemplateArgumentListInfo *TemplateArgs); ExprResult BuildDeclarationNameExpr(const CXXScopeSpec &SS, LookupResult &R, bool NeedsADL, bool AcceptInvalidDecl = false); ExprResult BuildDeclarationNameExpr( const CXXScopeSpec &SS, const DeclarationNameInfo &NameInfo, NamedDecl *D, NamedDecl *FoundD = nullptr, const TemplateArgumentListInfo *TemplateArgs = nullptr, bool AcceptInvalidDecl = false); ExprResult BuildLiteralOperatorCall(LookupResult &R, DeclarationNameInfo &SuffixInfo, ArrayRef<Expr *> Args, SourceLocation LitEndLoc, TemplateArgumentListInfo *ExplicitTemplateArgs = nullptr); ExprResult BuildPredefinedExpr(SourceLocation Loc, PredefinedExpr::IdentType IT); ExprResult ActOnPredefinedExpr(SourceLocation Loc, tok::TokenKind Kind); ExprResult ActOnIntegerConstant(SourceLocation Loc, uint64_t Val); bool CheckLoopHintExpr(Expr *E, SourceLocation Loc); ExprResult ActOnNumericConstant(const Token &Tok, Scope *UDLScope = nullptr); ExprResult ActOnCharacterConstant(const Token &Tok, Scope *UDLScope = nullptr); ExprResult ActOnParenExpr(SourceLocation L, SourceLocation R, Expr *E); ExprResult ActOnParenListExpr(SourceLocation L, SourceLocation R, MultiExprArg Val); /// ActOnStringLiteral - The specified tokens were lexed as pasted string /// fragments (e.g. "foo" "bar" L"baz"). ExprResult ActOnStringLiteral(ArrayRef<Token> StringToks, Scope *UDLScope = nullptr); ExprResult ActOnGenericSelectionExpr(SourceLocation KeyLoc, SourceLocation DefaultLoc, SourceLocation RParenLoc, Expr *ControllingExpr, ArrayRef<ParsedType> ArgTypes, ArrayRef<Expr *> ArgExprs); ExprResult CreateGenericSelectionExpr(SourceLocation KeyLoc, SourceLocation DefaultLoc, SourceLocation RParenLoc, Expr *ControllingExpr, ArrayRef<TypeSourceInfo *> Types, ArrayRef<Expr *> Exprs); // Binary/Unary Operators. 'Tok' is the token for the operator. ExprResult CreateBuiltinUnaryOp(SourceLocation OpLoc, UnaryOperatorKind Opc, Expr *InputExpr); ExprResult BuildUnaryOp(Scope *S, SourceLocation OpLoc, UnaryOperatorKind Opc, Expr *Input); ExprResult ActOnUnaryOp(Scope *S, SourceLocation OpLoc, tok::TokenKind Op, Expr *Input); bool isQualifiedMemberAccess(Expr *E); QualType CheckAddressOfOperand(ExprResult &Operand, SourceLocation OpLoc); ExprResult CreateUnaryExprOrTypeTraitExpr(TypeSourceInfo *TInfo, SourceLocation OpLoc, UnaryExprOrTypeTrait ExprKind, SourceRange R); ExprResult CreateUnaryExprOrTypeTraitExpr(Expr *E, SourceLocation OpLoc, UnaryExprOrTypeTrait ExprKind); ExprResult ActOnUnaryExprOrTypeTraitExpr(SourceLocation OpLoc, UnaryExprOrTypeTrait ExprKind, bool IsType, void *TyOrEx, SourceRange ArgRange); ExprResult CheckPlaceholderExpr(Expr *E); bool CheckVecStepExpr(Expr *E); bool CheckUnaryExprOrTypeTraitOperand(Expr *E, UnaryExprOrTypeTrait ExprKind); bool CheckUnaryExprOrTypeTraitOperand(QualType ExprType, SourceLocation OpLoc, SourceRange ExprRange, UnaryExprOrTypeTrait ExprKind); ExprResult ActOnSizeofParameterPackExpr(Scope *S, SourceLocation OpLoc, IdentifierInfo &Name, SourceLocation NameLoc, SourceLocation RParenLoc); ExprResult ActOnPostfixUnaryOp(Scope *S, SourceLocation OpLoc, tok::TokenKind Kind, Expr *Input); ExprResult ActOnArraySubscriptExpr(Scope *S, Expr *Base, SourceLocation LLoc, Expr *Idx, SourceLocation RLoc); ExprResult CreateBuiltinArraySubscriptExpr(Expr *Base, SourceLocation LLoc, Expr *Idx, SourceLocation RLoc); ExprResult ActOnOMPArraySectionExpr(Expr *Base, SourceLocation LBLoc, Expr *LowerBound, SourceLocation ColonLoc, Expr *Length, SourceLocation RBLoc); // This struct is for use by ActOnMemberAccess to allow // BuildMemberReferenceExpr to be able to reinvoke ActOnMemberAccess after // changing the access operator from a '.' to a '->' (to see if that is the // change needed to fix an error about an unknown member, e.g. when the class // defines a custom operator->). struct ActOnMemberAccessExtraArgs { Scope *S; UnqualifiedId &Id; Decl *ObjCImpDecl; }; ExprResult BuildMemberReferenceExpr( Expr *Base, QualType BaseType, SourceLocation OpLoc, bool IsArrow, CXXScopeSpec &SS, SourceLocation TemplateKWLoc, NamedDecl *FirstQualifierInScope, const DeclarationNameInfo &NameInfo, const TemplateArgumentListInfo *TemplateArgs, const Scope *S, ActOnMemberAccessExtraArgs *ExtraArgs = nullptr); ExprResult BuildMemberReferenceExpr(Expr *Base, QualType BaseType, SourceLocation OpLoc, bool IsArrow, const CXXScopeSpec &SS, SourceLocation TemplateKWLoc, NamedDecl *FirstQualifierInScope, LookupResult &R, const TemplateArgumentListInfo *TemplateArgs, const Scope *S, bool SuppressQualifierCheck = false, ActOnMemberAccessExtraArgs *ExtraArgs = nullptr); ExprResult BuildFieldReferenceExpr(Expr *BaseExpr, bool IsArrow, SourceLocation OpLoc, const CXXScopeSpec &SS, FieldDecl *Field, DeclAccessPair FoundDecl, const DeclarationNameInfo &MemberNameInfo); ExprResult PerformMemberExprBaseConversion(Expr *Base, bool IsArrow); bool CheckQualifiedMemberReference(Expr *BaseExpr, QualType BaseType, const CXXScopeSpec &SS, const LookupResult &R); ExprResult ActOnDependentMemberExpr(Expr *Base, QualType BaseType, bool IsArrow, SourceLocation OpLoc, const CXXScopeSpec &SS, SourceLocation TemplateKWLoc, NamedDecl *FirstQualifierInScope, const DeclarationNameInfo &NameInfo, const TemplateArgumentListInfo *TemplateArgs); ExprResult ActOnMemberAccessExpr(Scope *S, Expr *Base, SourceLocation OpLoc, tok::TokenKind OpKind, CXXScopeSpec &SS, SourceLocation TemplateKWLoc, UnqualifiedId &Member, Decl *ObjCImpDecl); void ActOnDefaultCtorInitializers(Decl *CDtorDecl); bool ConvertArgumentsForCall(CallExpr *Call, Expr *Fn, FunctionDecl *FDecl, const FunctionProtoType *Proto, ArrayRef<Expr *> Args, SourceLocation RParenLoc, bool ExecConfig = false); void CheckStaticArrayArgument(SourceLocation CallLoc, ParmVarDecl *Param, const Expr *ArgExpr); /// ActOnCallExpr - Handle a call to Fn with the specified array of arguments. /// This provides the location of the left/right parens and a list of comma /// locations. ExprResult ActOnCallExpr(Scope *S, Expr *Fn, SourceLocation LParenLoc, MultiExprArg ArgExprs, SourceLocation RParenLoc, Expr *ExecConfig = nullptr, bool IsExecConfig = false); ExprResult BuildResolvedCallExpr(Expr *Fn, NamedDecl *NDecl, SourceLocation LParenLoc, ArrayRef<Expr *> Arg, SourceLocation RParenLoc, Expr *Config = nullptr, bool IsExecConfig = false); ExprResult ActOnCUDAExecConfigExpr(Scope *S, SourceLocation LLLLoc, MultiExprArg ExecConfig, SourceLocation GGGLoc); ExprResult ActOnCastExpr(Scope *S, SourceLocation LParenLoc, Declarator &D, ParsedType &Ty, SourceLocation RParenLoc, Expr *CastExpr); ExprResult BuildCStyleCastExpr(SourceLocation LParenLoc, TypeSourceInfo *Ty, SourceLocation RParenLoc, Expr *Op); CastKind PrepareScalarCast(ExprResult &src, QualType destType); /// Build an altivec or OpenCL literal. ExprResult BuildVectorLiteral(SourceLocation LParenLoc, SourceLocation RParenLoc, Expr *E, TypeSourceInfo *TInfo); ExprResult MaybeConvertParenListExprToParenExpr(Scope *S, Expr *ME); ExprResult ActOnCompoundLiteral(SourceLocation LParenLoc, ParsedType Ty, SourceLocation RParenLoc, Expr *InitExpr); ExprResult BuildCompoundLiteralExpr(SourceLocation LParenLoc, TypeSourceInfo *TInfo, SourceLocation RParenLoc, Expr *LiteralExpr); ExprResult ActOnInitList(SourceLocation LBraceLoc, MultiExprArg InitArgList, SourceLocation RBraceLoc); ExprResult ActOnDesignatedInitializer(Designation &Desig, SourceLocation Loc, bool GNUSyntax, ExprResult Init); private: static BinaryOperatorKind ConvertTokenKindToBinaryOpcode(tok::TokenKind Kind); public: ExprResult ActOnBinOp(Scope *S, SourceLocation TokLoc, tok::TokenKind Kind, Expr *LHSExpr, Expr *RHSExpr); ExprResult BuildBinOp(Scope *S, SourceLocation OpLoc, BinaryOperatorKind Opc, Expr *LHSExpr, Expr *RHSExpr); ExprResult CreateBuiltinBinOp(SourceLocation OpLoc, BinaryOperatorKind Opc, Expr *LHSExpr, Expr *RHSExpr); void DiagnoseCommaOperator(const Expr *LHS, SourceLocation Loc); /// ActOnConditionalOp - Parse a ?: operation. Note that 'LHS' may be null /// in the case of a the GNU conditional expr extension. ExprResult ActOnConditionalOp(SourceLocation QuestionLoc, SourceLocation ColonLoc, Expr *CondExpr, Expr *LHSExpr, Expr *RHSExpr); /// ActOnAddrLabel - Parse the GNU address of label extension: "&&foo". ExprResult ActOnAddrLabel(SourceLocation OpLoc, SourceLocation LabLoc, LabelDecl *TheDecl); void ActOnStartStmtExpr(); ExprResult ActOnStmtExpr(SourceLocation LPLoc, Stmt *SubStmt, SourceLocation RPLoc); // "({..})" void ActOnStmtExprError(); // __builtin_offsetof(type, identifier(.identifier|[expr])*) struct OffsetOfComponent { SourceLocation LocStart, LocEnd; bool isBrackets; // true if [expr], false if .ident union { IdentifierInfo *IdentInfo; Expr *E; } U; }; /// __builtin_offsetof(type, a.b[123][456].c) ExprResult BuildBuiltinOffsetOf(SourceLocation BuiltinLoc, TypeSourceInfo *TInfo, ArrayRef<OffsetOfComponent> Components, SourceLocation RParenLoc); ExprResult ActOnBuiltinOffsetOf(Scope *S, SourceLocation BuiltinLoc, SourceLocation TypeLoc, ParsedType ParsedArgTy, ArrayRef<OffsetOfComponent> Components, SourceLocation RParenLoc); // __builtin_choose_expr(constExpr, expr1, expr2) ExprResult ActOnChooseExpr(SourceLocation BuiltinLoc, Expr *CondExpr, Expr *LHSExpr, Expr *RHSExpr, SourceLocation RPLoc); // __builtin_va_arg(expr, type) ExprResult ActOnVAArg(SourceLocation BuiltinLoc, Expr *E, ParsedType Ty, SourceLocation RPLoc); ExprResult BuildVAArgExpr(SourceLocation BuiltinLoc, Expr *E, TypeSourceInfo *TInfo, SourceLocation RPLoc); // __null ExprResult ActOnGNUNullExpr(SourceLocation TokenLoc); bool CheckCaseExpression(Expr *E); /// Describes the result of an "if-exists" condition check. enum IfExistsResult { /// The symbol exists. IER_Exists, /// The symbol does not exist. IER_DoesNotExist, /// The name is a dependent name, so the results will differ /// from one instantiation to the next. IER_Dependent, /// An error occurred. IER_Error }; IfExistsResult CheckMicrosoftIfExistsSymbol(Scope *S, CXXScopeSpec &SS, const DeclarationNameInfo &TargetNameInfo); IfExistsResult CheckMicrosoftIfExistsSymbol(Scope *S, SourceLocation KeywordLoc, bool IsIfExists, CXXScopeSpec &SS, UnqualifiedId &Name); StmtResult BuildMSDependentExistsStmt(SourceLocation KeywordLoc, bool IsIfExists, NestedNameSpecifierLoc QualifierLoc, DeclarationNameInfo NameInfo, Stmt *Nested); StmtResult ActOnMSDependentExistsStmt(SourceLocation KeywordLoc, bool IsIfExists, CXXScopeSpec &SS, UnqualifiedId &Name, Stmt *Nested); //===------------------------- "Block" Extension ------------------------===// /// ActOnBlockStart - This callback is invoked when a block literal is /// started. void ActOnBlockStart(SourceLocation CaretLoc, Scope *CurScope); /// ActOnBlockArguments - This callback allows processing of block arguments. /// If there are no arguments, this is still invoked. void ActOnBlockArguments(SourceLocation CaretLoc, Declarator &ParamInfo, Scope *CurScope); /// ActOnBlockError - If there is an error parsing a block, this callback /// is invoked to pop the information about the block from the action impl. void ActOnBlockError(SourceLocation CaretLoc, Scope *CurScope); /// ActOnBlockStmtExpr - This is called when the body of a block statement /// literal was successfully completed. ^(int x){...} ExprResult ActOnBlockStmtExpr(SourceLocation CaretLoc, Stmt *Body, Scope *CurScope); //===---------------------------- Clang Extensions ----------------------===// /// __builtin_convertvector(...) ExprResult ActOnConvertVectorExpr(Expr *E, ParsedType ParsedDestTy, SourceLocation BuiltinLoc, SourceLocation RParenLoc); //===---------------------------- OpenCL Features -----------------------===// /// __builtin_astype(...) ExprResult ActOnAsTypeExpr(Expr *E, ParsedType ParsedDestTy, SourceLocation BuiltinLoc, SourceLocation RParenLoc); //===---------------------------- C++ Features --------------------------===// // Act on C++ namespaces Decl *ActOnStartNamespaceDef(Scope *S, SourceLocation InlineLoc, SourceLocation NamespaceLoc, SourceLocation IdentLoc, IdentifierInfo *Ident, SourceLocation LBrace, const ParsedAttributesView &AttrList, UsingDirectiveDecl *&UsingDecl); void ActOnFinishNamespaceDef(Decl *Dcl, SourceLocation RBrace); NamespaceDecl *getStdNamespace() const; NamespaceDecl *getOrCreateStdNamespace(); NamespaceDecl *lookupStdExperimentalNamespace(); CXXRecordDecl *getStdBadAlloc() const; EnumDecl *getStdAlignValT() const; private: // A cache representing if we've fully checked the various comparison category // types stored in ASTContext. The bit-index corresponds to the integer value // of a ComparisonCategoryType enumerator. llvm::SmallBitVector FullyCheckedComparisonCategories; public: /// Lookup the specified comparison category types in the standard /// library, an check the VarDecls possibly returned by the operator<=> /// builtins for that type. /// /// \return The type of the comparison category type corresponding to the /// specified Kind, or a null type if an error occurs QualType CheckComparisonCategoryType(ComparisonCategoryType Kind, SourceLocation Loc); /// Tests whether Ty is an instance of std::initializer_list and, if /// it is and Element is not NULL, assigns the element type to Element. bool isStdInitializerList(QualType Ty, QualType *Element); /// Looks for the std::initializer_list template and instantiates it /// with Element, or emits an error if it's not found. /// /// \returns The instantiated template, or null on error. QualType BuildStdInitializerList(QualType Element, SourceLocation Loc); /// Determine whether Ctor is an initializer-list constructor, as /// defined in [dcl.init.list]p2. bool isInitListConstructor(const FunctionDecl *Ctor); Decl *ActOnUsingDirective(Scope *CurScope, SourceLocation UsingLoc, SourceLocation NamespcLoc, CXXScopeSpec &SS, SourceLocation IdentLoc, IdentifierInfo *NamespcName, const ParsedAttributesView &AttrList); void PushUsingDirective(Scope *S, UsingDirectiveDecl *UDir); Decl *ActOnNamespaceAliasDef(Scope *CurScope, SourceLocation NamespaceLoc, SourceLocation AliasLoc, IdentifierInfo *Alias, CXXScopeSpec &SS, SourceLocation IdentLoc, IdentifierInfo *Ident); void HideUsingShadowDecl(Scope *S, UsingShadowDecl *Shadow); bool CheckUsingShadowDecl(UsingDecl *UD, NamedDecl *Target, const LookupResult &PreviousDecls, UsingShadowDecl *&PrevShadow); UsingShadowDecl *BuildUsingShadowDecl(Scope *S, UsingDecl *UD, NamedDecl *Target, UsingShadowDecl *PrevDecl); bool CheckUsingDeclRedeclaration(SourceLocation UsingLoc, bool HasTypenameKeyword, const CXXScopeSpec &SS, SourceLocation NameLoc, const LookupResult &Previous); bool CheckUsingDeclQualifier(SourceLocation UsingLoc, bool HasTypename, const CXXScopeSpec &SS, const DeclarationNameInfo &NameInfo, SourceLocation NameLoc); NamedDecl *BuildUsingDeclaration( Scope *S, AccessSpecifier AS, SourceLocation UsingLoc, bool HasTypenameKeyword, SourceLocation TypenameLoc, CXXScopeSpec &SS, DeclarationNameInfo NameInfo, SourceLocation EllipsisLoc, const ParsedAttributesView &AttrList, bool IsInstantiation); NamedDecl *BuildUsingPackDecl(NamedDecl *InstantiatedFrom, ArrayRef<NamedDecl *> Expansions); bool CheckInheritingConstructorUsingDecl(UsingDecl *UD); /// Given a derived-class using shadow declaration for a constructor and the /// correspnding base class constructor, find or create the implicit /// synthesized derived class constructor to use for this initialization. CXXConstructorDecl * findInheritingConstructor(SourceLocation Loc, CXXConstructorDecl *BaseCtor, ConstructorUsingShadowDecl *DerivedShadow); Decl *ActOnUsingDeclaration(Scope *CurScope, AccessSpecifier AS, SourceLocation UsingLoc, SourceLocation TypenameLoc, CXXScopeSpec &SS, UnqualifiedId &Name, SourceLocation EllipsisLoc, const ParsedAttributesView &AttrList); Decl *ActOnAliasDeclaration(Scope *CurScope, AccessSpecifier AS, MultiTemplateParamsArg TemplateParams, SourceLocation UsingLoc, UnqualifiedId &Name, const ParsedAttributesView &AttrList, TypeResult Type, Decl *DeclFromDeclSpec); /// BuildCXXConstructExpr - Creates a complete call to a constructor, /// including handling of its default argument expressions. /// /// \param ConstructKind - a CXXConstructExpr::ConstructionKind ExprResult BuildCXXConstructExpr(SourceLocation ConstructLoc, QualType DeclInitType, NamedDecl *FoundDecl, CXXConstructorDecl *Constructor, MultiExprArg Exprs, bool HadMultipleCandidates, bool IsListInitialization, bool IsStdInitListInitialization, bool RequiresZeroInit, unsigned ConstructKind, SourceRange ParenRange); /// Build a CXXConstructExpr whose constructor has already been resolved if /// it denotes an inherited constructor. ExprResult BuildCXXConstructExpr(SourceLocation ConstructLoc, QualType DeclInitType, CXXConstructorDecl *Constructor, bool Elidable, MultiExprArg Exprs, bool HadMultipleCandidates, bool IsListInitialization, bool IsStdInitListInitialization, bool RequiresZeroInit, unsigned ConstructKind, SourceRange ParenRange); // FIXME: Can we remove this and have the above BuildCXXConstructExpr check if // the constructor can be elidable? ExprResult BuildCXXConstructExpr(SourceLocation ConstructLoc, QualType DeclInitType, NamedDecl *FoundDecl, CXXConstructorDecl *Constructor, bool Elidable, MultiExprArg Exprs, bool HadMultipleCandidates, bool IsListInitialization, bool IsStdInitListInitialization, bool RequiresZeroInit, unsigned ConstructKind, SourceRange ParenRange); ExprResult BuildCXXDefaultInitExpr(SourceLocation Loc, FieldDecl *Field); /// Instantiate or parse a C++ default argument expression as necessary. /// Return true on error. bool CheckCXXDefaultArgExpr(SourceLocation CallLoc, FunctionDecl *FD, ParmVarDecl *Param); /// BuildCXXDefaultArgExpr - Creates a CXXDefaultArgExpr, instantiating /// the default expr if needed. ExprResult BuildCXXDefaultArgExpr(SourceLocation CallLoc, FunctionDecl *FD, ParmVarDecl *Param); /// FinalizeVarWithDestructor - Prepare for calling destructor on the /// constructed variable. void FinalizeVarWithDestructor(VarDecl *VD, const RecordType *DeclInitType); /// Helper class that collects exception specifications for /// implicitly-declared special member functions. class ImplicitExceptionSpecification { // Pointer to allow copying Sema *Self; // We order exception specifications thus: // noexcept is the most restrictive, but is only used in C++11. // throw() comes next. // Then a throw(collected exceptions) // Finally no specification, which is expressed as noexcept(false). // throw(...) is used instead if any called function uses it. ExceptionSpecificationType ComputedEST; llvm::SmallPtrSet<CanQualType, 4> ExceptionsSeen; SmallVector<QualType, 4> Exceptions; void ClearExceptions() { ExceptionsSeen.clear(); Exceptions.clear(); } public: explicit ImplicitExceptionSpecification(Sema &Self) : Self(&Self), ComputedEST(EST_BasicNoexcept) { if (!Self.getLangOpts().CPlusPlus11) ComputedEST = EST_DynamicNone; } /// Get the computed exception specification type. ExceptionSpecificationType getExceptionSpecType() const { assert(!isComputedNoexcept(ComputedEST) && "noexcept(expr) should not be a possible result"); return ComputedEST; } /// The number of exceptions in the exception specification. unsigned size() const { return Exceptions.size(); } /// The set of exceptions in the exception specification. const QualType *data() const { return Exceptions.data(); } /// Integrate another called method into the collected data. void CalledDecl(SourceLocation CallLoc, const CXXMethodDecl *Method); /// Integrate an invoked expression into the collected data. void CalledExpr(Expr *E); /// Overwrite an EPI's exception specification with this /// computed exception specification. FunctionProtoType::ExceptionSpecInfo getExceptionSpec() const { FunctionProtoType::ExceptionSpecInfo ESI; ESI.Type = getExceptionSpecType(); if (ESI.Type == EST_Dynamic) { ESI.Exceptions = Exceptions; } else if (ESI.Type == EST_None) { /// C++11 [except.spec]p14: /// The exception-specification is noexcept(false) if the set of /// potential exceptions of the special member function contains "any" ESI.Type = EST_NoexceptFalse; ESI.NoexceptExpr = Self->ActOnCXXBoolLiteral(SourceLocation(), tok::kw_false).get(); } return ESI; } }; /// Determine what sort of exception specification a defaulted /// copy constructor of a class will have. ImplicitExceptionSpecification ComputeDefaultedDefaultCtorExceptionSpec(SourceLocation Loc, CXXMethodDecl *MD); /// Determine what sort of exception specification a defaulted /// default constructor of a class will have, and whether the parameter /// will be const. ImplicitExceptionSpecification ComputeDefaultedCopyCtorExceptionSpec(CXXMethodDecl *MD); /// Determine what sort of exception specification a defautled /// copy assignment operator of a class will have, and whether the /// parameter will be const. ImplicitExceptionSpecification ComputeDefaultedCopyAssignmentExceptionSpec(CXXMethodDecl *MD); /// Determine what sort of exception specification a defaulted move /// constructor of a class will have. ImplicitExceptionSpecification ComputeDefaultedMoveCtorExceptionSpec(CXXMethodDecl *MD); /// Determine what sort of exception specification a defaulted move /// assignment operator of a class will have. ImplicitExceptionSpecification ComputeDefaultedMoveAssignmentExceptionSpec(CXXMethodDecl *MD); /// Determine what sort of exception specification a defaulted /// destructor of a class will have. ImplicitExceptionSpecification ComputeDefaultedDtorExceptionSpec(CXXMethodDecl *MD); /// Determine what sort of exception specification an inheriting /// constructor of a class will have. ImplicitExceptionSpecification ComputeInheritingCtorExceptionSpec(SourceLocation Loc, CXXConstructorDecl *CD); /// Evaluate the implicit exception specification for a defaulted /// special member function. void EvaluateImplicitExceptionSpec(SourceLocation Loc, CXXMethodDecl *MD); /// Check the given noexcept-specifier, convert its expression, and compute /// the appropriate ExceptionSpecificationType. ExprResult ActOnNoexceptSpec(SourceLocation NoexceptLoc, Expr *NoexceptExpr, ExceptionSpecificationType &EST); /// Check the given exception-specification and update the /// exception specification information with the results. void checkExceptionSpecification(bool IsTopLevel, ExceptionSpecificationType EST, ArrayRef<ParsedType> DynamicExceptions, ArrayRef<SourceRange> DynamicExceptionRanges, Expr *NoexceptExpr, SmallVectorImpl<QualType> &Exceptions, FunctionProtoType::ExceptionSpecInfo &ESI); /// Determine if we're in a case where we need to (incorrectly) eagerly /// parse an exception specification to work around a libstdc++ bug. bool isLibstdcxxEagerExceptionSpecHack(const Declarator &D); /// Add an exception-specification to the given member function /// (or member function template). The exception-specification was parsed /// after the method itself was declared. void actOnDelayedExceptionSpecification(Decl *Method, ExceptionSpecificationType EST, SourceRange SpecificationRange, ArrayRef<ParsedType> DynamicExceptions, ArrayRef<SourceRange> DynamicExceptionRanges, Expr *NoexceptExpr); class InheritedConstructorInfo; /// Determine if a special member function should have a deleted /// definition when it is defaulted. bool ShouldDeleteSpecialMember(CXXMethodDecl *MD, CXXSpecialMember CSM, InheritedConstructorInfo *ICI = nullptr, bool Diagnose = false); /// Declare the implicit default constructor for the given class. /// /// \param ClassDecl The class declaration into which the implicit /// default constructor will be added. /// /// \returns The implicitly-declared default constructor. CXXConstructorDecl *DeclareImplicitDefaultConstructor( CXXRecordDecl *ClassDecl); /// DefineImplicitDefaultConstructor - Checks for feasibility of /// defining this constructor as the default constructor. void DefineImplicitDefaultConstructor(SourceLocation CurrentLocation, CXXConstructorDecl *Constructor); /// Declare the implicit destructor for the given class. /// /// \param ClassDecl The class declaration into which the implicit /// destructor will be added. /// /// \returns The implicitly-declared destructor. CXXDestructorDecl *DeclareImplicitDestructor(CXXRecordDecl *ClassDecl); /// DefineImplicitDestructor - Checks for feasibility of /// defining this destructor as the default destructor. void DefineImplicitDestructor(SourceLocation CurrentLocation, CXXDestructorDecl *Destructor); /// Build an exception spec for destructors that don't have one. /// /// C++11 says that user-defined destructors with no exception spec get one /// that looks as if the destructor was implicitly declared. void AdjustDestructorExceptionSpec(CXXRecordDecl *ClassDecl, CXXDestructorDecl *Destructor); /// Define the specified inheriting constructor. void DefineInheritingConstructor(SourceLocation UseLoc, CXXConstructorDecl *Constructor); /// Declare the implicit copy constructor for the given class. /// /// \param ClassDecl The class declaration into which the implicit /// copy constructor will be added. /// /// \returns The implicitly-declared copy constructor. CXXConstructorDecl *DeclareImplicitCopyConstructor(CXXRecordDecl *ClassDecl); /// DefineImplicitCopyConstructor - Checks for feasibility of /// defining this constructor as the copy constructor. void DefineImplicitCopyConstructor(SourceLocation CurrentLocation, CXXConstructorDecl *Constructor); /// Declare the implicit move constructor for the given class. /// /// \param ClassDecl The Class declaration into which the implicit /// move constructor will be added. /// /// \returns The implicitly-declared move constructor, or NULL if it wasn't /// declared. CXXConstructorDecl *DeclareImplicitMoveConstructor(CXXRecordDecl *ClassDecl); /// DefineImplicitMoveConstructor - Checks for feasibility of /// defining this constructor as the move constructor. void DefineImplicitMoveConstructor(SourceLocation CurrentLocation, CXXConstructorDecl *Constructor); /// Declare the implicit copy assignment operator for the given class. /// /// \param ClassDecl The class declaration into which the implicit /// copy assignment operator will be added. /// /// \returns The implicitly-declared copy assignment operator. CXXMethodDecl *DeclareImplicitCopyAssignment(CXXRecordDecl *ClassDecl); /// Defines an implicitly-declared copy assignment operator. void DefineImplicitCopyAssignment(SourceLocation CurrentLocation, CXXMethodDecl *MethodDecl); /// Declare the implicit move assignment operator for the given class. /// /// \param ClassDecl The Class declaration into which the implicit /// move assignment operator will be added. /// /// \returns The implicitly-declared move assignment operator, or NULL if it /// wasn't declared. CXXMethodDecl *DeclareImplicitMoveAssignment(CXXRecordDecl *ClassDecl); /// Defines an implicitly-declared move assignment operator. void DefineImplicitMoveAssignment(SourceLocation CurrentLocation, CXXMethodDecl *MethodDecl); /// Force the declaration of any implicitly-declared members of this /// class. void ForceDeclarationOfImplicitMembers(CXXRecordDecl *Class); /// Check a completed declaration of an implicit special member. void CheckImplicitSpecialMemberDeclaration(Scope *S, FunctionDecl *FD); /// Determine whether the given function is an implicitly-deleted /// special member function. bool isImplicitlyDeleted(FunctionDecl *FD); /// Check whether 'this' shows up in the type of a static member /// function after the (naturally empty) cv-qualifier-seq would be. /// /// \returns true if an error occurred. bool checkThisInStaticMemberFunctionType(CXXMethodDecl *Method); /// Whether this' shows up in the exception specification of a static /// member function. bool checkThisInStaticMemberFunctionExceptionSpec(CXXMethodDecl *Method); /// Check whether 'this' shows up in the attributes of the given /// static member function. /// /// \returns true if an error occurred. bool checkThisInStaticMemberFunctionAttributes(CXXMethodDecl *Method); /// MaybeBindToTemporary - If the passed in expression has a record type with /// a non-trivial destructor, this will return CXXBindTemporaryExpr. Otherwise /// it simply returns the passed in expression. ExprResult MaybeBindToTemporary(Expr *E); bool CompleteConstructorCall(CXXConstructorDecl *Constructor, MultiExprArg ArgsPtr, SourceLocation Loc, SmallVectorImpl<Expr*> &ConvertedArgs, bool AllowExplicit = false, bool IsListInitialization = false); ParsedType getInheritingConstructorName(CXXScopeSpec &SS, SourceLocation NameLoc, IdentifierInfo &Name); ParsedType getConstructorName(IdentifierInfo &II, SourceLocation NameLoc, Scope *S, CXXScopeSpec &SS, bool EnteringContext); ParsedType getDestructorName(SourceLocation TildeLoc, IdentifierInfo &II, SourceLocation NameLoc, Scope *S, CXXScopeSpec &SS, ParsedType ObjectType, bool EnteringContext); ParsedType getDestructorTypeForDecltype(const DeclSpec &DS, ParsedType ObjectType); // Checks that reinterpret casts don't have undefined behavior. void CheckCompatibleReinterpretCast(QualType SrcType, QualType DestType, bool IsDereference, SourceRange Range); /// ActOnCXXNamedCast - Parse {dynamic,static,reinterpret,const}_cast's. ExprResult ActOnCXXNamedCast(SourceLocation OpLoc, tok::TokenKind Kind, SourceLocation LAngleBracketLoc, Declarator &D, SourceLocation RAngleBracketLoc, SourceLocation LParenLoc, Expr *E, SourceLocation RParenLoc); ExprResult BuildCXXNamedCast(SourceLocation OpLoc, tok::TokenKind Kind, TypeSourceInfo *Ty, Expr *E, SourceRange AngleBrackets, SourceRange Parens); ExprResult BuildCXXTypeId(QualType TypeInfoType, SourceLocation TypeidLoc, TypeSourceInfo *Operand, SourceLocation RParenLoc); ExprResult BuildCXXTypeId(QualType TypeInfoType, SourceLocation TypeidLoc, Expr *Operand, SourceLocation RParenLoc); /// ActOnCXXTypeid - Parse typeid( something ). ExprResult ActOnCXXTypeid(SourceLocation OpLoc, SourceLocation LParenLoc, bool isType, void *TyOrExpr, SourceLocation RParenLoc); ExprResult BuildCXXUuidof(QualType TypeInfoType, SourceLocation TypeidLoc, TypeSourceInfo *Operand, SourceLocation RParenLoc); ExprResult BuildCXXUuidof(QualType TypeInfoType, SourceLocation TypeidLoc, Expr *Operand, SourceLocation RParenLoc); /// ActOnCXXUuidof - Parse __uuidof( something ). ExprResult ActOnCXXUuidof(SourceLocation OpLoc, SourceLocation LParenLoc, bool isType, void *TyOrExpr, SourceLocation RParenLoc); /// Handle a C++1z fold-expression: ( expr op ... op expr ). ExprResult ActOnCXXFoldExpr(SourceLocation LParenLoc, Expr *LHS, tok::TokenKind Operator, SourceLocation EllipsisLoc, Expr *RHS, SourceLocation RParenLoc); ExprResult BuildCXXFoldExpr(SourceLocation LParenLoc, Expr *LHS, BinaryOperatorKind Operator, SourceLocation EllipsisLoc, Expr *RHS, SourceLocation RParenLoc); ExprResult BuildEmptyCXXFoldExpr(SourceLocation EllipsisLoc, BinaryOperatorKind Operator); //// ActOnCXXThis - Parse 'this' pointer. ExprResult ActOnCXXThis(SourceLocation loc); /// Try to retrieve the type of the 'this' pointer. /// /// \returns The type of 'this', if possible. Otherwise, returns a NULL type. QualType getCurrentThisType(); /// When non-NULL, the C++ 'this' expression is allowed despite the /// current context not being a non-static member function. In such cases, /// this provides the type used for 'this'. QualType CXXThisTypeOverride; /// RAII object used to temporarily allow the C++ 'this' expression /// to be used, with the given qualifiers on the current class type. class CXXThisScopeRAII { Sema &S; QualType OldCXXThisTypeOverride; bool Enabled; public: /// Introduce a new scope where 'this' may be allowed (when enabled), /// using the given declaration (which is either a class template or a /// class) along with the given qualifiers. /// along with the qualifiers placed on '*this'. CXXThisScopeRAII(Sema &S, Decl *ContextDecl, unsigned CXXThisTypeQuals, bool Enabled = true); ~CXXThisScopeRAII(); }; /// Make sure the value of 'this' is actually available in the current /// context, if it is a potentially evaluated context. /// /// \param Loc The location at which the capture of 'this' occurs. /// /// \param Explicit Whether 'this' is explicitly captured in a lambda /// capture list. /// /// \param FunctionScopeIndexToStopAt If non-null, it points to the index /// of the FunctionScopeInfo stack beyond which we do not attempt to capture. /// This is useful when enclosing lambdas must speculatively capture /// 'this' that may or may not be used in certain specializations of /// a nested generic lambda (depending on whether the name resolves to /// a non-static member function or a static function). /// \return returns 'true' if failed, 'false' if success. bool CheckCXXThisCapture(SourceLocation Loc, bool Explicit = false, bool BuildAndDiagnose = true, const unsigned *const FunctionScopeIndexToStopAt = nullptr, bool ByCopy = false); /// Determine whether the given type is the type of *this that is used /// outside of the body of a member function for a type that is currently /// being defined. bool isThisOutsideMemberFunctionBody(QualType BaseType); /// ActOnCXXBoolLiteral - Parse {true,false} literals. ExprResult ActOnCXXBoolLiteral(SourceLocation OpLoc, tok::TokenKind Kind); /// ActOnObjCBoolLiteral - Parse {__objc_yes,__objc_no} literals. ExprResult ActOnObjCBoolLiteral(SourceLocation OpLoc, tok::TokenKind Kind); ExprResult ActOnObjCAvailabilityCheckExpr(llvm::ArrayRef<AvailabilitySpec> AvailSpecs, SourceLocation AtLoc, SourceLocation RParen); /// ActOnCXXNullPtrLiteral - Parse 'nullptr'. ExprResult ActOnCXXNullPtrLiteral(SourceLocation Loc); //// ActOnCXXThrow - Parse throw expressions. ExprResult ActOnCXXThrow(Scope *S, SourceLocation OpLoc, Expr *expr); ExprResult BuildCXXThrow(SourceLocation OpLoc, Expr *Ex, bool IsThrownVarInScope); bool CheckCXXThrowOperand(SourceLocation ThrowLoc, QualType ThrowTy, Expr *E); /// ActOnCXXTypeConstructExpr - Parse construction of a specified type. /// Can be interpreted either as function-style casting ("int(x)") /// or class type construction ("ClassType(x,y,z)") /// or creation of a value-initialized type ("int()"). ExprResult ActOnCXXTypeConstructExpr(ParsedType TypeRep, SourceLocation LParenOrBraceLoc, MultiExprArg Exprs, SourceLocation RParenOrBraceLoc, bool ListInitialization); ExprResult BuildCXXTypeConstructExpr(TypeSourceInfo *Type, SourceLocation LParenLoc, MultiExprArg Exprs, SourceLocation RParenLoc, bool ListInitialization); /// ActOnCXXNew - Parsed a C++ 'new' expression. ExprResult ActOnCXXNew(SourceLocation StartLoc, bool UseGlobal, SourceLocation PlacementLParen, MultiExprArg PlacementArgs, SourceLocation PlacementRParen, SourceRange TypeIdParens, Declarator &D, Expr *Initializer); ExprResult BuildCXXNew(SourceRange Range, bool UseGlobal, SourceLocation PlacementLParen, MultiExprArg PlacementArgs, SourceLocation PlacementRParen, SourceRange TypeIdParens, QualType AllocType, TypeSourceInfo *AllocTypeInfo, Expr *ArraySize, SourceRange DirectInitRange, Expr *Initializer); bool CheckAllocatedType(QualType AllocType, SourceLocation Loc, SourceRange R); /// The scope in which to find allocation functions. enum AllocationFunctionScope { /// Only look for allocation functions in the global scope. AFS_Global, /// Only look for allocation functions in the scope of the /// allocated class. AFS_Class, /// Look for allocation functions in both the global scope /// and in the scope of the allocated class. AFS_Both }; /// Finds the overloads of operator new and delete that are appropriate /// for the allocation. bool FindAllocationFunctions(SourceLocation StartLoc, SourceRange Range, AllocationFunctionScope NewScope, AllocationFunctionScope DeleteScope, QualType AllocType, bool IsArray, bool &PassAlignment, MultiExprArg PlaceArgs, FunctionDecl *&OperatorNew, FunctionDecl *&OperatorDelete, bool Diagnose = true); void DeclareGlobalNewDelete(); void DeclareGlobalAllocationFunction(DeclarationName Name, QualType Return, ArrayRef<QualType> Params); bool FindDeallocationFunction(SourceLocation StartLoc, CXXRecordDecl *RD, DeclarationName Name, FunctionDecl* &Operator, bool Diagnose = true); FunctionDecl *FindUsualDeallocationFunction(SourceLocation StartLoc, bool CanProvideSize, bool Overaligned, DeclarationName Name); FunctionDecl *FindDeallocationFunctionForDestructor(SourceLocation StartLoc, CXXRecordDecl *RD); /// ActOnCXXDelete - Parsed a C++ 'delete' expression ExprResult ActOnCXXDelete(SourceLocation StartLoc, bool UseGlobal, bool ArrayForm, Expr *Operand); void CheckVirtualDtorCall(CXXDestructorDecl *dtor, SourceLocation Loc, bool IsDelete, bool CallCanBeVirtual, bool WarnOnNonAbstractTypes, SourceLocation DtorLoc); ExprResult ActOnNoexceptExpr(SourceLocation KeyLoc, SourceLocation LParen, Expr *Operand, SourceLocation RParen); ExprResult BuildCXXNoexceptExpr(SourceLocation KeyLoc, Expr *Operand, SourceLocation RParen); /// Parsed one of the type trait support pseudo-functions. ExprResult ActOnTypeTrait(TypeTrait Kind, SourceLocation KWLoc, ArrayRef<ParsedType> Args, SourceLocation RParenLoc); ExprResult BuildTypeTrait(TypeTrait Kind, SourceLocation KWLoc, ArrayRef<TypeSourceInfo *> Args, SourceLocation RParenLoc); /// ActOnArrayTypeTrait - Parsed one of the binary type trait support /// pseudo-functions. ExprResult ActOnArrayTypeTrait(ArrayTypeTrait ATT, SourceLocation KWLoc, ParsedType LhsTy, Expr *DimExpr, SourceLocation RParen); ExprResult BuildArrayTypeTrait(ArrayTypeTrait ATT, SourceLocation KWLoc, TypeSourceInfo *TSInfo, Expr *DimExpr, SourceLocation RParen); /// ActOnExpressionTrait - Parsed one of the unary type trait support /// pseudo-functions. ExprResult ActOnExpressionTrait(ExpressionTrait OET, SourceLocation KWLoc, Expr *Queried, SourceLocation RParen); ExprResult BuildExpressionTrait(ExpressionTrait OET, SourceLocation KWLoc, Expr *Queried, SourceLocation RParen); ExprResult ActOnStartCXXMemberReference(Scope *S, Expr *Base, SourceLocation OpLoc, tok::TokenKind OpKind, ParsedType &ObjectType, bool &MayBePseudoDestructor); ExprResult BuildPseudoDestructorExpr(Expr *Base, SourceLocation OpLoc, tok::TokenKind OpKind, const CXXScopeSpec &SS, TypeSourceInfo *ScopeType, SourceLocation CCLoc, SourceLocation TildeLoc, PseudoDestructorTypeStorage DestroyedType); ExprResult ActOnPseudoDestructorExpr(Scope *S, Expr *Base, SourceLocation OpLoc, tok::TokenKind OpKind, CXXScopeSpec &SS, UnqualifiedId &FirstTypeName, SourceLocation CCLoc, SourceLocation TildeLoc, UnqualifiedId &SecondTypeName); ExprResult ActOnPseudoDestructorExpr(Scope *S, Expr *Base, SourceLocation OpLoc, tok::TokenKind OpKind, SourceLocation TildeLoc, const DeclSpec& DS); /// MaybeCreateExprWithCleanups - If the current full-expression /// requires any cleanups, surround it with a ExprWithCleanups node. /// Otherwise, just returns the passed-in expression. Expr *MaybeCreateExprWithCleanups(Expr *SubExpr); Stmt *MaybeCreateStmtWithCleanups(Stmt *SubStmt); ExprResult MaybeCreateExprWithCleanups(ExprResult SubExpr); MaterializeTemporaryExpr * CreateMaterializeTemporaryExpr(QualType T, Expr *Temporary, bool BoundToLvalueReference); ExprResult ActOnFinishFullExpr(Expr *Expr) { return ActOnFinishFullExpr(Expr, Expr ? Expr->getExprLoc() : SourceLocation()); } ExprResult ActOnFinishFullExpr(Expr *Expr, SourceLocation CC, bool DiscardedValue = false, bool IsConstexpr = false, bool IsLambdaInitCaptureInitializer = false); StmtResult ActOnFinishFullStmt(Stmt *Stmt); // Marks SS invalid if it represents an incomplete type. bool RequireCompleteDeclContext(CXXScopeSpec &SS, DeclContext *DC); DeclContext *computeDeclContext(QualType T); DeclContext *computeDeclContext(const CXXScopeSpec &SS, bool EnteringContext = false); bool isDependentScopeSpecifier(const CXXScopeSpec &SS); CXXRecordDecl *getCurrentInstantiationOf(NestedNameSpecifier *NNS); /// The parser has parsed a global nested-name-specifier '::'. /// /// \param CCLoc The location of the '::'. /// /// \param SS The nested-name-specifier, which will be updated in-place /// to reflect the parsed nested-name-specifier. /// /// \returns true if an error occurred, false otherwise. bool ActOnCXXGlobalScopeSpecifier(SourceLocation CCLoc, CXXScopeSpec &SS); /// The parser has parsed a '__super' nested-name-specifier. /// /// \param SuperLoc The location of the '__super' keyword. /// /// \param ColonColonLoc The location of the '::'. /// /// \param SS The nested-name-specifier, which will be updated in-place /// to reflect the parsed nested-name-specifier. /// /// \returns true if an error occurred, false otherwise. bool ActOnSuperScopeSpecifier(SourceLocation SuperLoc, SourceLocation ColonColonLoc, CXXScopeSpec &SS); bool isAcceptableNestedNameSpecifier(const NamedDecl *SD, bool *CanCorrect = nullptr); NamedDecl *FindFirstQualifierInScope(Scope *S, NestedNameSpecifier *NNS); /// Keeps information about an identifier in a nested-name-spec. /// struct NestedNameSpecInfo { /// The type of the object, if we're parsing nested-name-specifier in /// a member access expression. ParsedType ObjectType; /// The identifier preceding the '::'. IdentifierInfo *Identifier; /// The location of the identifier. SourceLocation IdentifierLoc; /// The location of the '::'. SourceLocation CCLoc; /// Creates info object for the most typical case. NestedNameSpecInfo(IdentifierInfo *II, SourceLocation IdLoc, SourceLocation ColonColonLoc, ParsedType ObjectType = ParsedType()) : ObjectType(ObjectType), Identifier(II), IdentifierLoc(IdLoc), CCLoc(ColonColonLoc) { } NestedNameSpecInfo(IdentifierInfo *II, SourceLocation IdLoc, SourceLocation ColonColonLoc, QualType ObjectType) : ObjectType(ParsedType::make(ObjectType)), Identifier(II), IdentifierLoc(IdLoc), CCLoc(ColonColonLoc) { } }; bool isNonTypeNestedNameSpecifier(Scope *S, CXXScopeSpec &SS, NestedNameSpecInfo &IdInfo); bool BuildCXXNestedNameSpecifier(Scope *S, NestedNameSpecInfo &IdInfo, bool EnteringContext, CXXScopeSpec &SS, NamedDecl *ScopeLookupResult, bool ErrorRecoveryLookup, bool *IsCorrectedToColon = nullptr, bool OnlyNamespace = false); /// The parser has parsed a nested-name-specifier 'identifier::'. /// /// \param S The scope in which this nested-name-specifier occurs. /// /// \param IdInfo Parser information about an identifier in the /// nested-name-spec. /// /// \param EnteringContext Whether we're entering the context nominated by /// this nested-name-specifier. /// /// \param SS The nested-name-specifier, which is both an input /// parameter (the nested-name-specifier before this type) and an /// output parameter (containing the full nested-name-specifier, /// including this new type). /// /// \param ErrorRecoveryLookup If true, then this method is called to improve /// error recovery. In this case do not emit error message. /// /// \param IsCorrectedToColon If not null, suggestions to replace '::' -> ':' /// are allowed. The bool value pointed by this parameter is set to 'true' /// if the identifier is treated as if it was followed by ':', not '::'. /// /// \param OnlyNamespace If true, only considers namespaces in lookup. /// /// \returns true if an error occurred, false otherwise. bool ActOnCXXNestedNameSpecifier(Scope *S, NestedNameSpecInfo &IdInfo, bool EnteringContext, CXXScopeSpec &SS, bool ErrorRecoveryLookup = false, bool *IsCorrectedToColon = nullptr, bool OnlyNamespace = false); ExprResult ActOnDecltypeExpression(Expr *E); bool ActOnCXXNestedNameSpecifierDecltype(CXXScopeSpec &SS, const DeclSpec &DS, SourceLocation ColonColonLoc); bool IsInvalidUnlessNestedName(Scope *S, CXXScopeSpec &SS, NestedNameSpecInfo &IdInfo, bool EnteringContext); /// The parser has parsed a nested-name-specifier /// 'template[opt] template-name < template-args >::'. /// /// \param S The scope in which this nested-name-specifier occurs. /// /// \param SS The nested-name-specifier, which is both an input /// parameter (the nested-name-specifier before this type) and an /// output parameter (containing the full nested-name-specifier, /// including this new type). /// /// \param TemplateKWLoc the location of the 'template' keyword, if any. /// \param TemplateName the template name. /// \param TemplateNameLoc The location of the template name. /// \param LAngleLoc The location of the opening angle bracket ('<'). /// \param TemplateArgs The template arguments. /// \param RAngleLoc The location of the closing angle bracket ('>'). /// \param CCLoc The location of the '::'. /// /// \param EnteringContext Whether we're entering the context of the /// nested-name-specifier. /// /// /// \returns true if an error occurred, false otherwise. bool ActOnCXXNestedNameSpecifier(Scope *S, CXXScopeSpec &SS, SourceLocation TemplateKWLoc, TemplateTy TemplateName, SourceLocation TemplateNameLoc, SourceLocation LAngleLoc, ASTTemplateArgsPtr TemplateArgs, SourceLocation RAngleLoc, SourceLocation CCLoc, bool EnteringContext); /// Given a C++ nested-name-specifier, produce an annotation value /// that the parser can use later to reconstruct the given /// nested-name-specifier. /// /// \param SS A nested-name-specifier. /// /// \returns A pointer containing all of the information in the /// nested-name-specifier \p SS. void *SaveNestedNameSpecifierAnnotation(CXXScopeSpec &SS); /// Given an annotation pointer for a nested-name-specifier, restore /// the nested-name-specifier structure. /// /// \param Annotation The annotation pointer, produced by /// \c SaveNestedNameSpecifierAnnotation(). /// /// \param AnnotationRange The source range corresponding to the annotation. /// /// \param SS The nested-name-specifier that will be updated with the contents /// of the annotation pointer. void RestoreNestedNameSpecifierAnnotation(void *Annotation, SourceRange AnnotationRange, CXXScopeSpec &SS); bool ShouldEnterDeclaratorScope(Scope *S, const CXXScopeSpec &SS); /// ActOnCXXEnterDeclaratorScope - Called when a C++ scope specifier (global /// scope or nested-name-specifier) is parsed, part of a declarator-id. /// After this method is called, according to [C++ 3.4.3p3], names should be /// looked up in the declarator-id's scope, until the declarator is parsed and /// ActOnCXXExitDeclaratorScope is called. /// The 'SS' should be a non-empty valid CXXScopeSpec. bool ActOnCXXEnterDeclaratorScope(Scope *S, CXXScopeSpec &SS); /// ActOnCXXExitDeclaratorScope - Called when a declarator that previously /// invoked ActOnCXXEnterDeclaratorScope(), is finished. 'SS' is the same /// CXXScopeSpec that was passed to ActOnCXXEnterDeclaratorScope as well. /// Used to indicate that names should revert to being looked up in the /// defining scope. void ActOnCXXExitDeclaratorScope(Scope *S, const CXXScopeSpec &SS); /// ActOnCXXEnterDeclInitializer - Invoked when we are about to parse an /// initializer for the declaration 'Dcl'. /// After this method is called, according to [C++ 3.4.1p13], if 'Dcl' is a /// static data member of class X, names should be looked up in the scope of /// class X. void ActOnCXXEnterDeclInitializer(Scope *S, Decl *Dcl); /// ActOnCXXExitDeclInitializer - Invoked after we are finished parsing an /// initializer for the declaration 'Dcl'. void ActOnCXXExitDeclInitializer(Scope *S, Decl *Dcl); /// Create a new lambda closure type. CXXRecordDecl *createLambdaClosureType(SourceRange IntroducerRange, TypeSourceInfo *Info, bool KnownDependent, LambdaCaptureDefault CaptureDefault); /// Start the definition of a lambda expression. CXXMethodDecl *startLambdaDefinition(CXXRecordDecl *Class, SourceRange IntroducerRange, TypeSourceInfo *MethodType, SourceLocation EndLoc, ArrayRef<ParmVarDecl *> Params, bool IsConstexprSpecified); /// Endow the lambda scope info with the relevant properties. void buildLambdaScope(sema::LambdaScopeInfo *LSI, CXXMethodDecl *CallOperator, SourceRange IntroducerRange, LambdaCaptureDefault CaptureDefault, SourceLocation CaptureDefaultLoc, bool ExplicitParams, bool ExplicitResultType, bool Mutable); /// Perform initialization analysis of the init-capture and perform /// any implicit conversions such as an lvalue-to-rvalue conversion if /// not being used to initialize a reference. ParsedType actOnLambdaInitCaptureInitialization( SourceLocation Loc, bool ByRef, IdentifierInfo *Id, LambdaCaptureInitKind InitKind, Expr *&Init) { return ParsedType::make(buildLambdaInitCaptureInitialization( Loc, ByRef, Id, InitKind != LambdaCaptureInitKind::CopyInit, Init)); } QualType buildLambdaInitCaptureInitialization(SourceLocation Loc, bool ByRef, IdentifierInfo *Id, bool DirectInit, Expr *&Init); /// Create a dummy variable within the declcontext of the lambda's /// call operator, for name lookup purposes for a lambda init capture. /// /// CodeGen handles emission of lambda captures, ignoring these dummy /// variables appropriately. VarDecl *createLambdaInitCaptureVarDecl(SourceLocation Loc, QualType InitCaptureType, IdentifierInfo *Id, unsigned InitStyle, Expr *Init); /// Build the implicit field for an init-capture. FieldDecl *buildInitCaptureField(sema::LambdaScopeInfo *LSI, VarDecl *Var); /// Note that we have finished the explicit captures for the /// given lambda. void finishLambdaExplicitCaptures(sema::LambdaScopeInfo *LSI); /// Introduce the lambda parameters into scope. void addLambdaParameters(CXXMethodDecl *CallOperator, Scope *CurScope); /// Deduce a block or lambda's return type based on the return /// statements present in the body. void deduceClosureReturnType(sema::CapturingScopeInfo &CSI); /// ActOnStartOfLambdaDefinition - This is called just before we start /// parsing the body of a lambda; it analyzes the explicit captures and /// arguments, and sets up various data-structures for the body of the /// lambda. void ActOnStartOfLambdaDefinition(LambdaIntroducer &Intro, Declarator &ParamInfo, Scope *CurScope); /// ActOnLambdaError - If there is an error parsing a lambda, this callback /// is invoked to pop the information about the lambda. void ActOnLambdaError(SourceLocation StartLoc, Scope *CurScope, bool IsInstantiation = false); /// ActOnLambdaExpr - This is called when the body of a lambda expression /// was successfully completed. ExprResult ActOnLambdaExpr(SourceLocation StartLoc, Stmt *Body, Scope *CurScope); /// Does copying/destroying the captured variable have side effects? bool CaptureHasSideEffects(const sema::Capture &From); /// Diagnose if an explicit lambda capture is unused. Returns true if a /// diagnostic is emitted. bool DiagnoseUnusedLambdaCapture(SourceRange CaptureRange, const sema::Capture &From); /// Complete a lambda-expression having processed and attached the /// lambda body. ExprResult BuildLambdaExpr(SourceLocation StartLoc, SourceLocation EndLoc, sema::LambdaScopeInfo *LSI); /// Get the return type to use for a lambda's conversion function(s) to /// function pointer type, given the type of the call operator. QualType getLambdaConversionFunctionResultType(const FunctionProtoType *CallOpType); /// Define the "body" of the conversion from a lambda object to a /// function pointer. /// /// This routine doesn't actually define a sensible body; rather, it fills /// in the initialization expression needed to copy the lambda object into /// the block, and IR generation actually generates the real body of the /// block pointer conversion. void DefineImplicitLambdaToFunctionPointerConversion( SourceLocation CurrentLoc, CXXConversionDecl *Conv); /// Define the "body" of the conversion from a lambda object to a /// block pointer. /// /// This routine doesn't actually define a sensible body; rather, it fills /// in the initialization expression needed to copy the lambda object into /// the block, and IR generation actually generates the real body of the /// block pointer conversion. void DefineImplicitLambdaToBlockPointerConversion(SourceLocation CurrentLoc, CXXConversionDecl *Conv); ExprResult BuildBlockForLambdaConversion(SourceLocation CurrentLocation, SourceLocation ConvLocation, CXXConversionDecl *Conv, Expr *Src); // ParseObjCStringLiteral - Parse Objective-C string literals. ExprResult ParseObjCStringLiteral(SourceLocation *AtLocs, ArrayRef<Expr *> Strings); ExprResult BuildObjCStringLiteral(SourceLocation AtLoc, StringLiteral *S); /// BuildObjCNumericLiteral - builds an ObjCBoxedExpr AST node for the /// numeric literal expression. Type of the expression will be "NSNumber *" /// or "id" if NSNumber is unavailable. ExprResult BuildObjCNumericLiteral(SourceLocation AtLoc, Expr *Number); ExprResult ActOnObjCBoolLiteral(SourceLocation AtLoc, SourceLocation ValueLoc, bool Value); ExprResult BuildObjCArrayLiteral(SourceRange SR, MultiExprArg Elements); /// BuildObjCBoxedExpr - builds an ObjCBoxedExpr AST node for the /// '@' prefixed parenthesized expression. The type of the expression will /// either be "NSNumber *", "NSString *" or "NSValue *" depending on the type /// of ValueType, which is allowed to be a built-in numeric type, "char *", /// "const char *" or C structure with attribute 'objc_boxable'. ExprResult BuildObjCBoxedExpr(SourceRange SR, Expr *ValueExpr); ExprResult BuildObjCSubscriptExpression(SourceLocation RB, Expr *BaseExpr, Expr *IndexExpr, ObjCMethodDecl *getterMethod, ObjCMethodDecl *setterMethod); ExprResult BuildObjCDictionaryLiteral(SourceRange SR, MutableArrayRef<ObjCDictionaryElement> Elements); ExprResult BuildObjCEncodeExpression(SourceLocation AtLoc, TypeSourceInfo *EncodedTypeInfo, SourceLocation RParenLoc); ExprResult BuildCXXMemberCallExpr(Expr *Exp, NamedDecl *FoundDecl, CXXConversionDecl *Method, bool HadMultipleCandidates); ExprResult ParseObjCEncodeExpression(SourceLocation AtLoc, SourceLocation EncodeLoc, SourceLocation LParenLoc, ParsedType Ty, SourceLocation RParenLoc); /// ParseObjCSelectorExpression - Build selector expression for \@selector ExprResult ParseObjCSelectorExpression(Selector Sel, SourceLocation AtLoc, SourceLocation SelLoc, SourceLocation LParenLoc, SourceLocation RParenLoc, bool WarnMultipleSelectors); /// ParseObjCProtocolExpression - Build protocol expression for \@protocol ExprResult ParseObjCProtocolExpression(IdentifierInfo * ProtocolName, SourceLocation AtLoc, SourceLocation ProtoLoc, SourceLocation LParenLoc, SourceLocation ProtoIdLoc, SourceLocation RParenLoc); //===--------------------------------------------------------------------===// // C++ Declarations // Decl *ActOnStartLinkageSpecification(Scope *S, SourceLocation ExternLoc, Expr *LangStr, SourceLocation LBraceLoc); Decl *ActOnFinishLinkageSpecification(Scope *S, Decl *LinkageSpec, SourceLocation RBraceLoc); //===--------------------------------------------------------------------===// // C++ Classes // CXXRecordDecl *getCurrentClass(Scope *S, const CXXScopeSpec *SS); bool isCurrentClassName(const IdentifierInfo &II, Scope *S, const CXXScopeSpec *SS = nullptr); bool isCurrentClassNameTypo(IdentifierInfo *&II, const CXXScopeSpec *SS); bool ActOnAccessSpecifier(AccessSpecifier Access, SourceLocation ASLoc, SourceLocation ColonLoc, const ParsedAttributesView &Attrs); NamedDecl *ActOnCXXMemberDeclarator(Scope *S, AccessSpecifier AS, Declarator &D, MultiTemplateParamsArg TemplateParameterLists, Expr *BitfieldWidth, const VirtSpecifiers &VS, InClassInitStyle InitStyle); void ActOnStartCXXInClassMemberInitializer(); void ActOnFinishCXXInClassMemberInitializer(Decl *VarDecl, SourceLocation EqualLoc, Expr *Init); MemInitResult ActOnMemInitializer(Decl *ConstructorD, Scope *S, CXXScopeSpec &SS, IdentifierInfo *MemberOrBase, ParsedType TemplateTypeTy, const DeclSpec &DS, SourceLocation IdLoc, SourceLocation LParenLoc, ArrayRef<Expr *> Args, SourceLocation RParenLoc, SourceLocation EllipsisLoc); MemInitResult ActOnMemInitializer(Decl *ConstructorD, Scope *S, CXXScopeSpec &SS, IdentifierInfo *MemberOrBase, ParsedType TemplateTypeTy, const DeclSpec &DS, SourceLocation IdLoc, Expr *InitList, SourceLocation EllipsisLoc); MemInitResult BuildMemInitializer(Decl *ConstructorD, Scope *S, CXXScopeSpec &SS, IdentifierInfo *MemberOrBase, ParsedType TemplateTypeTy, const DeclSpec &DS, SourceLocation IdLoc, Expr *Init, SourceLocation EllipsisLoc); MemInitResult BuildMemberInitializer(ValueDecl *Member, Expr *Init, SourceLocation IdLoc); MemInitResult BuildBaseInitializer(QualType BaseType, TypeSourceInfo *BaseTInfo, Expr *Init, CXXRecordDecl *ClassDecl, SourceLocation EllipsisLoc); MemInitResult BuildDelegatingInitializer(TypeSourceInfo *TInfo, Expr *Init, CXXRecordDecl *ClassDecl); bool SetDelegatingInitializer(CXXConstructorDecl *Constructor, CXXCtorInitializer *Initializer); bool SetCtorInitializers(CXXConstructorDecl *Constructor, bool AnyErrors, ArrayRef<CXXCtorInitializer *> Initializers = None); void SetIvarInitializers(ObjCImplementationDecl *ObjCImplementation); /// MarkBaseAndMemberDestructorsReferenced - Given a record decl, /// mark all the non-trivial destructors of its members and bases as /// referenced. void MarkBaseAndMemberDestructorsReferenced(SourceLocation Loc, CXXRecordDecl *Record); /// The list of classes whose vtables have been used within /// this translation unit, and the source locations at which the /// first use occurred. typedef std::pair<CXXRecordDecl*, SourceLocation> VTableUse; /// The list of vtables that are required but have not yet been /// materialized. SmallVector<VTableUse, 16> VTableUses; /// The set of classes whose vtables have been used within /// this translation unit, and a bit that will be true if the vtable is /// required to be emitted (otherwise, it should be emitted only if needed /// by code generation). llvm::DenseMap<CXXRecordDecl *, bool> VTablesUsed; /// Load any externally-stored vtable uses. void LoadExternalVTableUses(); /// Note that the vtable for the given class was used at the /// given location. void MarkVTableUsed(SourceLocation Loc, CXXRecordDecl *Class, bool DefinitionRequired = false); /// Mark the exception specifications of all virtual member functions /// in the given class as needed. void MarkVirtualMemberExceptionSpecsNeeded(SourceLocation Loc, const CXXRecordDecl *RD); /// MarkVirtualMembersReferenced - Will mark all members of the given /// CXXRecordDecl referenced. void MarkVirtualMembersReferenced(SourceLocation Loc, const CXXRecordDecl *RD); /// Define all of the vtables that have been used in this /// translation unit and reference any virtual members used by those /// vtables. /// /// \returns true if any work was done, false otherwise. bool DefineUsedVTables(); void AddImplicitlyDeclaredMembersToClass(CXXRecordDecl *ClassDecl); void ActOnMemInitializers(Decl *ConstructorDecl, SourceLocation ColonLoc, ArrayRef<CXXCtorInitializer*> MemInits, bool AnyErrors); /// Check class-level dllimport/dllexport attribute. The caller must /// ensure that referenceDLLExportedClassMethods is called some point later /// when all outer classes of Class are complete. void checkClassLevelDLLAttribute(CXXRecordDecl *Class); void checkClassLevelCodeSegAttribute(CXXRecordDecl *Class); void referenceDLLExportedClassMethods(); void propagateDLLAttrToBaseClassTemplate( CXXRecordDecl *Class, Attr *ClassAttr, ClassTemplateSpecializationDecl *BaseTemplateSpec, SourceLocation BaseLoc); void CheckCompletedCXXClass(CXXRecordDecl *Record); /// Check that the C++ class annoated with "trivial_abi" satisfies all the /// conditions that are needed for the attribute to have an effect. void checkIllFormedTrivialABIStruct(CXXRecordDecl &RD); void ActOnFinishCXXMemberSpecification(Scope *S, SourceLocation RLoc, Decl *TagDecl, SourceLocation LBrac, SourceLocation RBrac, const ParsedAttributesView &AttrList); void ActOnFinishCXXMemberDecls(); void ActOnFinishCXXNonNestedClass(Decl *D); void ActOnReenterCXXMethodParameter(Scope *S, ParmVarDecl *Param); unsigned ActOnReenterTemplateScope(Scope *S, Decl *Template); void ActOnStartDelayedMemberDeclarations(Scope *S, Decl *Record); void ActOnStartDelayedCXXMethodDeclaration(Scope *S, Decl *Method); void ActOnDelayedCXXMethodParameter(Scope *S, Decl *Param); void ActOnFinishDelayedMemberDeclarations(Scope *S, Decl *Record); void ActOnFinishDelayedCXXMethodDeclaration(Scope *S, Decl *Method); void ActOnFinishDelayedMemberInitializers(Decl *Record); void MarkAsLateParsedTemplate(FunctionDecl *FD, Decl *FnD, CachedTokens &Toks); void UnmarkAsLateParsedTemplate(FunctionDecl *FD); bool IsInsideALocalClassWithinATemplateFunction(); Decl *ActOnStaticAssertDeclaration(SourceLocation StaticAssertLoc, Expr *AssertExpr, Expr *AssertMessageExpr, SourceLocation RParenLoc); Decl *BuildStaticAssertDeclaration(SourceLocation StaticAssertLoc, Expr *AssertExpr, StringLiteral *AssertMessageExpr, SourceLocation RParenLoc, bool Failed); FriendDecl *CheckFriendTypeDecl(SourceLocation LocStart, SourceLocation FriendLoc, TypeSourceInfo *TSInfo); Decl *ActOnFriendTypeDecl(Scope *S, const DeclSpec &DS, MultiTemplateParamsArg TemplateParams); NamedDecl *ActOnFriendFunctionDecl(Scope *S, Declarator &D, MultiTemplateParamsArg TemplateParams); QualType CheckConstructorDeclarator(Declarator &D, QualType R, StorageClass& SC); void CheckConstructor(CXXConstructorDecl *Constructor); QualType CheckDestructorDeclarator(Declarator &D, QualType R, StorageClass& SC); bool CheckDestructor(CXXDestructorDecl *Destructor); void CheckConversionDeclarator(Declarator &D, QualType &R, StorageClass& SC); Decl *ActOnConversionDeclarator(CXXConversionDecl *Conversion); void CheckDeductionGuideDeclarator(Declarator &D, QualType &R, StorageClass &SC); void CheckDeductionGuideTemplate(FunctionTemplateDecl *TD); void CheckExplicitlyDefaultedSpecialMember(CXXMethodDecl *MD); void CheckExplicitlyDefaultedMemberExceptionSpec(CXXMethodDecl *MD, const FunctionProtoType *T); void CheckDelayedMemberExceptionSpecs(); //===--------------------------------------------------------------------===// // C++ Derived Classes // /// ActOnBaseSpecifier - Parsed a base specifier CXXBaseSpecifier *CheckBaseSpecifier(CXXRecordDecl *Class, SourceRange SpecifierRange, bool Virtual, AccessSpecifier Access, TypeSourceInfo *TInfo, SourceLocation EllipsisLoc); BaseResult ActOnBaseSpecifier(Decl *classdecl, SourceRange SpecifierRange, ParsedAttributes &Attrs, bool Virtual, AccessSpecifier Access, ParsedType basetype, SourceLocation BaseLoc, SourceLocation EllipsisLoc); bool AttachBaseSpecifiers(CXXRecordDecl *Class, MutableArrayRef<CXXBaseSpecifier *> Bases); void ActOnBaseSpecifiers(Decl *ClassDecl, MutableArrayRef<CXXBaseSpecifier *> Bases); bool IsDerivedFrom(SourceLocation Loc, QualType Derived, QualType Base); bool IsDerivedFrom(SourceLocation Loc, QualType Derived, QualType Base, CXXBasePaths &Paths); // FIXME: I don't like this name. void BuildBasePathArray(const CXXBasePaths &Paths, CXXCastPath &BasePath); bool CheckDerivedToBaseConversion(QualType Derived, QualType Base, SourceLocation Loc, SourceRange Range, CXXCastPath *BasePath = nullptr, bool IgnoreAccess = false); bool CheckDerivedToBaseConversion(QualType Derived, QualType Base, unsigned InaccessibleBaseID, unsigned AmbigiousBaseConvID, SourceLocation Loc, SourceRange Range, DeclarationName Name, CXXCastPath *BasePath, bool IgnoreAccess = false); std::string getAmbiguousPathsDisplayString(CXXBasePaths &Paths); bool CheckOverridingFunctionAttributes(const CXXMethodDecl *New, const CXXMethodDecl *Old); /// CheckOverridingFunctionReturnType - Checks whether the return types are /// covariant, according to C++ [class.virtual]p5. bool CheckOverridingFunctionReturnType(const CXXMethodDecl *New, const CXXMethodDecl *Old); /// CheckOverridingFunctionExceptionSpec - Checks whether the exception /// spec is a subset of base spec. bool CheckOverridingFunctionExceptionSpec(const CXXMethodDecl *New, const CXXMethodDecl *Old); bool CheckPureMethod(CXXMethodDecl *Method, SourceRange InitRange); /// CheckOverrideControl - Check C++11 override control semantics. void CheckOverrideControl(NamedDecl *D); /// DiagnoseAbsenceOfOverrideControl - Diagnose if 'override' keyword was /// not used in the declaration of an overriding method. void DiagnoseAbsenceOfOverrideControl(NamedDecl *D); /// CheckForFunctionMarkedFinal - Checks whether a virtual member function /// overrides a virtual member function marked 'final', according to /// C++11 [class.virtual]p4. bool CheckIfOverriddenFunctionIsMarkedFinal(const CXXMethodDecl *New, const CXXMethodDecl *Old); //===--------------------------------------------------------------------===// // C++ Access Control // enum AccessResult { AR_accessible, AR_inaccessible, AR_dependent, AR_delayed }; bool SetMemberAccessSpecifier(NamedDecl *MemberDecl, NamedDecl *PrevMemberDecl, AccessSpecifier LexicalAS); AccessResult CheckUnresolvedMemberAccess(UnresolvedMemberExpr *E, DeclAccessPair FoundDecl); AccessResult CheckUnresolvedLookupAccess(UnresolvedLookupExpr *E, DeclAccessPair FoundDecl); AccessResult CheckAllocationAccess(SourceLocation OperatorLoc, SourceRange PlacementRange, CXXRecordDecl *NamingClass, DeclAccessPair FoundDecl, bool Diagnose = true); AccessResult CheckConstructorAccess(SourceLocation Loc, CXXConstructorDecl *D, DeclAccessPair FoundDecl, const InitializedEntity &Entity, bool IsCopyBindingRefToTemp = false); AccessResult CheckConstructorAccess(SourceLocation Loc, CXXConstructorDecl *D, DeclAccessPair FoundDecl, const InitializedEntity &Entity, const PartialDiagnostic &PDiag); AccessResult CheckDestructorAccess(SourceLocation Loc, CXXDestructorDecl *Dtor, const PartialDiagnostic &PDiag, QualType objectType = QualType()); AccessResult CheckFriendAccess(NamedDecl *D); AccessResult CheckMemberAccess(SourceLocation UseLoc, CXXRecordDecl *NamingClass, DeclAccessPair Found); AccessResult CheckMemberOperatorAccess(SourceLocation Loc, Expr *ObjectExpr, Expr *ArgExpr, DeclAccessPair FoundDecl); AccessResult CheckAddressOfMemberAccess(Expr *OvlExpr, DeclAccessPair FoundDecl); AccessResult CheckBaseClassAccess(SourceLocation AccessLoc, QualType Base, QualType Derived, const CXXBasePath &Path, unsigned DiagID, bool ForceCheck = false, bool ForceUnprivileged = false); void CheckLookupAccess(const LookupResult &R); bool IsSimplyAccessible(NamedDecl *decl, DeclContext *Ctx); bool isSpecialMemberAccessibleForDeletion(CXXMethodDecl *decl, AccessSpecifier access, QualType objectType); void HandleDependentAccessCheck(const DependentDiagnostic &DD, const MultiLevelTemplateArgumentList &TemplateArgs); void PerformDependentDiagnostics(const DeclContext *Pattern, const MultiLevelTemplateArgumentList &TemplateArgs); void HandleDelayedAccessCheck(sema::DelayedDiagnostic &DD, Decl *Ctx); /// When true, access checking violations are treated as SFINAE /// failures rather than hard errors. bool AccessCheckingSFINAE; enum AbstractDiagSelID { AbstractNone = -1, AbstractReturnType, AbstractParamType, AbstractVariableType, AbstractFieldType, AbstractIvarType, AbstractSynthesizedIvarType, AbstractArrayType }; bool isAbstractType(SourceLocation Loc, QualType T); bool RequireNonAbstractType(SourceLocation Loc, QualType T, TypeDiagnoser &Diagnoser); template <typename... Ts> bool RequireNonAbstractType(SourceLocation Loc, QualType T, unsigned DiagID, const Ts &...Args) { BoundTypeDiagnoser<Ts...> Diagnoser(DiagID, Args...); return RequireNonAbstractType(Loc, T, Diagnoser); } void DiagnoseAbstractType(const CXXRecordDecl *RD); //===--------------------------------------------------------------------===// // C++ Overloaded Operators [C++ 13.5] // bool CheckOverloadedOperatorDeclaration(FunctionDecl *FnDecl); bool CheckLiteralOperatorDeclaration(FunctionDecl *FnDecl); //===--------------------------------------------------------------------===// // C++ Templates [C++ 14] // void FilterAcceptableTemplateNames(LookupResult &R, bool AllowFunctionTemplates = true); bool hasAnyAcceptableTemplateNames(LookupResult &R, bool AllowFunctionTemplates = true); bool LookupTemplateName(LookupResult &R, Scope *S, CXXScopeSpec &SS, QualType ObjectType, bool EnteringContext, bool &MemberOfUnknownSpecialization, SourceLocation TemplateKWLoc = SourceLocation()); TemplateNameKind isTemplateName(Scope *S, CXXScopeSpec &SS, bool hasTemplateKeyword, const UnqualifiedId &Name, ParsedType ObjectType, bool EnteringContext, TemplateTy &Template, bool &MemberOfUnknownSpecialization); /// Determine whether a particular identifier might be the name in a C++1z /// deduction-guide declaration. bool isDeductionGuideName(Scope *S, const IdentifierInfo &Name, SourceLocation NameLoc, ParsedTemplateTy *Template = nullptr); bool DiagnoseUnknownTemplateName(const IdentifierInfo &II, SourceLocation IILoc, Scope *S, const CXXScopeSpec *SS, TemplateTy &SuggestedTemplate, TemplateNameKind &SuggestedKind); bool DiagnoseUninstantiableTemplate(SourceLocation PointOfInstantiation, NamedDecl *Instantiation, bool InstantiatedFromMember, const NamedDecl *Pattern, const NamedDecl *PatternDef, TemplateSpecializationKind TSK, bool Complain = true); void DiagnoseTemplateParameterShadow(SourceLocation Loc, Decl *PrevDecl); TemplateDecl *AdjustDeclIfTemplate(Decl *&Decl); NamedDecl *ActOnTypeParameter(Scope *S, bool Typename, SourceLocation EllipsisLoc, SourceLocation KeyLoc, IdentifierInfo *ParamName, SourceLocation ParamNameLoc, unsigned Depth, unsigned Position, SourceLocation EqualLoc, ParsedType DefaultArg); QualType CheckNonTypeTemplateParameterType(TypeSourceInfo *&TSI, SourceLocation Loc); QualType CheckNonTypeTemplateParameterType(QualType T, SourceLocation Loc); NamedDecl *ActOnNonTypeTemplateParameter(Scope *S, Declarator &D, unsigned Depth, unsigned Position, SourceLocation EqualLoc, Expr *DefaultArg); NamedDecl *ActOnTemplateTemplateParameter(Scope *S, SourceLocation TmpLoc, TemplateParameterList *Params, SourceLocation EllipsisLoc, IdentifierInfo *ParamName, SourceLocation ParamNameLoc, unsigned Depth, unsigned Position, SourceLocation EqualLoc, ParsedTemplateArgument DefaultArg); TemplateParameterList * ActOnTemplateParameterList(unsigned Depth, SourceLocation ExportLoc, SourceLocation TemplateLoc, SourceLocation LAngleLoc, ArrayRef<NamedDecl *> Params, SourceLocation RAngleLoc, Expr *RequiresClause); /// The context in which we are checking a template parameter list. enum TemplateParamListContext { TPC_ClassTemplate, TPC_VarTemplate, TPC_FunctionTemplate, TPC_ClassTemplateMember, TPC_FriendClassTemplate, TPC_FriendFunctionTemplate, TPC_FriendFunctionTemplateDefinition, TPC_TypeAliasTemplate }; bool CheckTemplateParameterList(TemplateParameterList *NewParams, TemplateParameterList *OldParams, TemplateParamListContext TPC); TemplateParameterList *MatchTemplateParametersToScopeSpecifier( SourceLocation DeclStartLoc, SourceLocation DeclLoc, const CXXScopeSpec &SS, TemplateIdAnnotation *TemplateId, ArrayRef<TemplateParameterList *> ParamLists, bool IsFriend, bool &IsMemberSpecialization, bool &Invalid); DeclResult CheckClassTemplate( Scope *S, unsigned TagSpec, TagUseKind TUK, SourceLocation KWLoc, CXXScopeSpec &SS, IdentifierInfo *Name, SourceLocation NameLoc, const ParsedAttributesView &Attr, TemplateParameterList *TemplateParams, AccessSpecifier AS, SourceLocation ModulePrivateLoc, SourceLocation FriendLoc, unsigned NumOuterTemplateParamLists, TemplateParameterList **OuterTemplateParamLists, SkipBodyInfo *SkipBody = nullptr); TemplateArgumentLoc getTrivialTemplateArgumentLoc(const TemplateArgument &Arg, QualType NTTPType, SourceLocation Loc); void translateTemplateArguments(const ASTTemplateArgsPtr &In, TemplateArgumentListInfo &Out); ParsedTemplateArgument ActOnTemplateTypeArgument(TypeResult ParsedType); void NoteAllFoundTemplates(TemplateName Name); QualType CheckTemplateIdType(TemplateName Template, SourceLocation TemplateLoc, TemplateArgumentListInfo &TemplateArgs); TypeResult ActOnTemplateIdType(CXXScopeSpec &SS, SourceLocation TemplateKWLoc, TemplateTy Template, IdentifierInfo *TemplateII, SourceLocation TemplateIILoc, SourceLocation LAngleLoc, ASTTemplateArgsPtr TemplateArgs, SourceLocation RAngleLoc, bool IsCtorOrDtorName = false, bool IsClassName = false); /// Parsed an elaborated-type-specifier that refers to a template-id, /// such as \c class T::template apply<U>. TypeResult ActOnTagTemplateIdType(TagUseKind TUK, TypeSpecifierType TagSpec, SourceLocation TagLoc, CXXScopeSpec &SS, SourceLocation TemplateKWLoc, TemplateTy TemplateD, SourceLocation TemplateLoc, SourceLocation LAngleLoc, ASTTemplateArgsPtr TemplateArgsIn, SourceLocation RAngleLoc); DeclResult ActOnVarTemplateSpecialization( Scope *S, Declarator &D, TypeSourceInfo *DI, SourceLocation TemplateKWLoc, TemplateParameterList *TemplateParams, StorageClass SC, bool IsPartialSpecialization); DeclResult CheckVarTemplateId(VarTemplateDecl *Template, SourceLocation TemplateLoc, SourceLocation TemplateNameLoc, const TemplateArgumentListInfo &TemplateArgs); ExprResult CheckVarTemplateId(const CXXScopeSpec &SS, const DeclarationNameInfo &NameInfo, VarTemplateDecl *Template, SourceLocation TemplateLoc, const TemplateArgumentListInfo *TemplateArgs); void diagnoseMissingTemplateArguments(TemplateName Name, SourceLocation Loc); ExprResult BuildTemplateIdExpr(const CXXScopeSpec &SS, SourceLocation TemplateKWLoc, LookupResult &R, bool RequiresADL, const TemplateArgumentListInfo *TemplateArgs); ExprResult BuildQualifiedTemplateIdExpr(CXXScopeSpec &SS, SourceLocation TemplateKWLoc, const DeclarationNameInfo &NameInfo, const TemplateArgumentListInfo *TemplateArgs); TemplateNameKind ActOnDependentTemplateName( Scope *S, CXXScopeSpec &SS, SourceLocation TemplateKWLoc, const UnqualifiedId &Name, ParsedType ObjectType, bool EnteringContext, TemplateTy &Template, bool AllowInjectedClassName = false); DeclResult ActOnClassTemplateSpecialization( Scope *S, unsigned TagSpec, TagUseKind TUK, SourceLocation KWLoc, SourceLocation ModulePrivateLoc, TemplateIdAnnotation &TemplateId, const ParsedAttributesView &Attr, MultiTemplateParamsArg TemplateParameterLists, SkipBodyInfo *SkipBody = nullptr); bool CheckTemplatePartialSpecializationArgs(SourceLocation Loc, TemplateDecl *PrimaryTemplate, unsigned NumExplicitArgs, ArrayRef<TemplateArgument> Args); void CheckTemplatePartialSpecialization( ClassTemplatePartialSpecializationDecl *Partial); void CheckTemplatePartialSpecialization( VarTemplatePartialSpecializationDecl *Partial); Decl *ActOnTemplateDeclarator(Scope *S, MultiTemplateParamsArg TemplateParameterLists, Declarator &D); bool CheckSpecializationInstantiationRedecl(SourceLocation NewLoc, TemplateSpecializationKind NewTSK, NamedDecl *PrevDecl, TemplateSpecializationKind PrevTSK, SourceLocation PrevPtOfInstantiation, bool &SuppressNew); bool CheckDependentFunctionTemplateSpecialization(FunctionDecl *FD, const TemplateArgumentListInfo &ExplicitTemplateArgs, LookupResult &Previous); bool CheckFunctionTemplateSpecialization(FunctionDecl *FD, TemplateArgumentListInfo *ExplicitTemplateArgs, LookupResult &Previous); bool CheckMemberSpecialization(NamedDecl *Member, LookupResult &Previous); void CompleteMemberSpecialization(NamedDecl *Member, LookupResult &Previous); DeclResult ActOnExplicitInstantiation( Scope *S, SourceLocation ExternLoc, SourceLocation TemplateLoc, unsigned TagSpec, SourceLocation KWLoc, const CXXScopeSpec &SS, TemplateTy Template, SourceLocation TemplateNameLoc, SourceLocation LAngleLoc, ASTTemplateArgsPtr TemplateArgs, SourceLocation RAngleLoc, const ParsedAttributesView &Attr); DeclResult ActOnExplicitInstantiation(Scope *S, SourceLocation ExternLoc, SourceLocation TemplateLoc, unsigned TagSpec, SourceLocation KWLoc, CXXScopeSpec &SS, IdentifierInfo *Name, SourceLocation NameLoc, const ParsedAttributesView &Attr); DeclResult ActOnExplicitInstantiation(Scope *S, SourceLocation ExternLoc, SourceLocation TemplateLoc, Declarator &D); TemplateArgumentLoc SubstDefaultTemplateArgumentIfAvailable(TemplateDecl *Template, SourceLocation TemplateLoc, SourceLocation RAngleLoc, Decl *Param, SmallVectorImpl<TemplateArgument> &Converted, bool &HasDefaultArg); /// Specifies the context in which a particular template /// argument is being checked. enum CheckTemplateArgumentKind { /// The template argument was specified in the code or was /// instantiated with some deduced template arguments. CTAK_Specified, /// The template argument was deduced via template argument /// deduction. CTAK_Deduced, /// The template argument was deduced from an array bound /// via template argument deduction. CTAK_DeducedFromArrayBound }; bool CheckTemplateArgument(NamedDecl *Param, TemplateArgumentLoc &Arg, NamedDecl *Template, SourceLocation TemplateLoc, SourceLocation RAngleLoc, unsigned ArgumentPackIndex, SmallVectorImpl<TemplateArgument> &Converted, CheckTemplateArgumentKind CTAK = CTAK_Specified); /// Check that the given template arguments can be be provided to /// the given template, converting the arguments along the way. /// /// \param Template The template to which the template arguments are being /// provided. /// /// \param TemplateLoc The location of the template name in the source. /// /// \param TemplateArgs The list of template arguments. If the template is /// a template template parameter, this function may extend the set of /// template arguments to also include substituted, defaulted template /// arguments. /// /// \param PartialTemplateArgs True if the list of template arguments is /// intentionally partial, e.g., because we're checking just the initial /// set of template arguments. /// /// \param Converted Will receive the converted, canonicalized template /// arguments. /// /// \param UpdateArgsWithConversions If \c true, update \p TemplateArgs to /// contain the converted forms of the template arguments as written. /// Otherwise, \p TemplateArgs will not be modified. /// /// \returns true if an error occurred, false otherwise. bool CheckTemplateArgumentList(TemplateDecl *Template, SourceLocation TemplateLoc, TemplateArgumentListInfo &TemplateArgs, bool PartialTemplateArgs, SmallVectorImpl<TemplateArgument> &Converted, bool UpdateArgsWithConversions = true); bool CheckTemplateTypeArgument(TemplateTypeParmDecl *Param, TemplateArgumentLoc &Arg, SmallVectorImpl<TemplateArgument> &Converted); bool CheckTemplateArgument(TemplateTypeParmDecl *Param, TypeSourceInfo *Arg); ExprResult CheckTemplateArgument(NonTypeTemplateParmDecl *Param, QualType InstantiatedParamType, Expr *Arg, TemplateArgument &Converted, CheckTemplateArgumentKind CTAK = CTAK_Specified); bool CheckTemplateTemplateArgument(TemplateParameterList *Params, TemplateArgumentLoc &Arg); ExprResult BuildExpressionFromDeclTemplateArgument(const TemplateArgument &Arg, QualType ParamType, SourceLocation Loc); ExprResult BuildExpressionFromIntegralTemplateArgument(const TemplateArgument &Arg, SourceLocation Loc); /// Enumeration describing how template parameter lists are compared /// for equality. enum TemplateParameterListEqualKind { /// We are matching the template parameter lists of two templates /// that might be redeclarations. /// /// \code /// template<typename T> struct X; /// template<typename T> struct X; /// \endcode TPL_TemplateMatch, /// We are matching the template parameter lists of two template /// template parameters as part of matching the template parameter lists /// of two templates that might be redeclarations. /// /// \code /// template<template<int I> class TT> struct X; /// template<template<int Value> class Other> struct X; /// \endcode TPL_TemplateTemplateParmMatch, /// We are matching the template parameter lists of a template /// template argument against the template parameter lists of a template /// template parameter. /// /// \code /// template<template<int Value> class Metafun> struct X; /// template<int Value> struct integer_c; /// X<integer_c> xic; /// \endcode TPL_TemplateTemplateArgumentMatch }; bool TemplateParameterListsAreEqual(TemplateParameterList *New, TemplateParameterList *Old, bool Complain, TemplateParameterListEqualKind Kind, SourceLocation TemplateArgLoc = SourceLocation()); bool CheckTemplateDeclScope(Scope *S, TemplateParameterList *TemplateParams); /// Called when the parser has parsed a C++ typename /// specifier, e.g., "typename T::type". /// /// \param S The scope in which this typename type occurs. /// \param TypenameLoc the location of the 'typename' keyword /// \param SS the nested-name-specifier following the typename (e.g., 'T::'). /// \param II the identifier we're retrieving (e.g., 'type' in the example). /// \param IdLoc the location of the identifier. TypeResult ActOnTypenameType(Scope *S, SourceLocation TypenameLoc, const CXXScopeSpec &SS, const IdentifierInfo &II, SourceLocation IdLoc); /// Called when the parser has parsed a C++ typename /// specifier that ends in a template-id, e.g., /// "typename MetaFun::template apply<T1, T2>". /// /// \param S The scope in which this typename type occurs. /// \param TypenameLoc the location of the 'typename' keyword /// \param SS the nested-name-specifier following the typename (e.g., 'T::'). /// \param TemplateLoc the location of the 'template' keyword, if any. /// \param TemplateName The template name. /// \param TemplateII The identifier used to name the template. /// \param TemplateIILoc The location of the template name. /// \param LAngleLoc The location of the opening angle bracket ('<'). /// \param TemplateArgs The template arguments. /// \param RAngleLoc The location of the closing angle bracket ('>'). TypeResult ActOnTypenameType(Scope *S, SourceLocation TypenameLoc, const CXXScopeSpec &SS, SourceLocation TemplateLoc, TemplateTy TemplateName, IdentifierInfo *TemplateII, SourceLocation TemplateIILoc, SourceLocation LAngleLoc, ASTTemplateArgsPtr TemplateArgs, SourceLocation RAngleLoc); QualType CheckTypenameType(ElaboratedTypeKeyword Keyword, SourceLocation KeywordLoc, NestedNameSpecifierLoc QualifierLoc, const IdentifierInfo &II, SourceLocation IILoc); TypeSourceInfo *RebuildTypeInCurrentInstantiation(TypeSourceInfo *T, SourceLocation Loc, DeclarationName Name); bool RebuildNestedNameSpecifierInCurrentInstantiation(CXXScopeSpec &SS); ExprResult RebuildExprInCurrentInstantiation(Expr *E); bool RebuildTemplateParamsInCurrentInstantiation( TemplateParameterList *Params); std::string getTemplateArgumentBindingsText(const TemplateParameterList *Params, const TemplateArgumentList &Args); std::string getTemplateArgumentBindingsText(const TemplateParameterList *Params, const TemplateArgument *Args, unsigned NumArgs); //===--------------------------------------------------------------------===// // C++ Variadic Templates (C++0x [temp.variadic]) //===--------------------------------------------------------------------===// /// Determine whether an unexpanded parameter pack might be permitted in this /// location. Useful for error recovery. bool isUnexpandedParameterPackPermitted(); /// The context in which an unexpanded parameter pack is /// being diagnosed. /// /// Note that the values of this enumeration line up with the first /// argument to the \c err_unexpanded_parameter_pack diagnostic. enum UnexpandedParameterPackContext { /// An arbitrary expression. UPPC_Expression = 0, /// The base type of a class type. UPPC_BaseType, /// The type of an arbitrary declaration. UPPC_DeclarationType, /// The type of a data member. UPPC_DataMemberType, /// The size of a bit-field. UPPC_BitFieldWidth, /// The expression in a static assertion. UPPC_StaticAssertExpression, /// The fixed underlying type of an enumeration. UPPC_FixedUnderlyingType, /// The enumerator value. UPPC_EnumeratorValue, /// A using declaration. UPPC_UsingDeclaration, /// A friend declaration. UPPC_FriendDeclaration, /// A declaration qualifier. UPPC_DeclarationQualifier, /// An initializer. UPPC_Initializer, /// A default argument. UPPC_DefaultArgument, /// The type of a non-type template parameter. UPPC_NonTypeTemplateParameterType, /// The type of an exception. UPPC_ExceptionType, /// Partial specialization. UPPC_PartialSpecialization, /// Microsoft __if_exists. UPPC_IfExists, /// Microsoft __if_not_exists. UPPC_IfNotExists, /// Lambda expression. UPPC_Lambda, /// Block expression, UPPC_Block }; /// Diagnose unexpanded parameter packs. /// /// \param Loc The location at which we should emit the diagnostic. /// /// \param UPPC The context in which we are diagnosing unexpanded /// parameter packs. /// /// \param Unexpanded the set of unexpanded parameter packs. /// /// \returns true if an error occurred, false otherwise. bool DiagnoseUnexpandedParameterPacks(SourceLocation Loc, UnexpandedParameterPackContext UPPC, ArrayRef<UnexpandedParameterPack> Unexpanded); /// If the given type contains an unexpanded parameter pack, /// diagnose the error. /// /// \param Loc The source location where a diagnostc should be emitted. /// /// \param T The type that is being checked for unexpanded parameter /// packs. /// /// \returns true if an error occurred, false otherwise. bool DiagnoseUnexpandedParameterPack(SourceLocation Loc, TypeSourceInfo *T, UnexpandedParameterPackContext UPPC); /// If the given expression contains an unexpanded parameter /// pack, diagnose the error. /// /// \param E The expression that is being checked for unexpanded /// parameter packs. /// /// \returns true if an error occurred, false otherwise. bool DiagnoseUnexpandedParameterPack(Expr *E, UnexpandedParameterPackContext UPPC = UPPC_Expression); /// If the given nested-name-specifier contains an unexpanded /// parameter pack, diagnose the error. /// /// \param SS The nested-name-specifier that is being checked for /// unexpanded parameter packs. /// /// \returns true if an error occurred, false otherwise. bool DiagnoseUnexpandedParameterPack(const CXXScopeSpec &SS, UnexpandedParameterPackContext UPPC); /// If the given name contains an unexpanded parameter pack, /// diagnose the error. /// /// \param NameInfo The name (with source location information) that /// is being checked for unexpanded parameter packs. /// /// \returns true if an error occurred, false otherwise. bool DiagnoseUnexpandedParameterPack(const DeclarationNameInfo &NameInfo, UnexpandedParameterPackContext UPPC); /// If the given template name contains an unexpanded parameter pack, /// diagnose the error. /// /// \param Loc The location of the template name. /// /// \param Template The template name that is being checked for unexpanded /// parameter packs. /// /// \returns true if an error occurred, false otherwise. bool DiagnoseUnexpandedParameterPack(SourceLocation Loc, TemplateName Template, UnexpandedParameterPackContext UPPC); /// If the given template argument contains an unexpanded parameter /// pack, diagnose the error. /// /// \param Arg The template argument that is being checked for unexpanded /// parameter packs. /// /// \returns true if an error occurred, false otherwise. bool DiagnoseUnexpandedParameterPack(TemplateArgumentLoc Arg, UnexpandedParameterPackContext UPPC); /// Collect the set of unexpanded parameter packs within the given /// template argument. /// /// \param Arg The template argument that will be traversed to find /// unexpanded parameter packs. void collectUnexpandedParameterPacks(TemplateArgument Arg, SmallVectorImpl<UnexpandedParameterPack> &Unexpanded); /// Collect the set of unexpanded parameter packs within the given /// template argument. /// /// \param Arg The template argument that will be traversed to find /// unexpanded parameter packs. void collectUnexpandedParameterPacks(TemplateArgumentLoc Arg, SmallVectorImpl<UnexpandedParameterPack> &Unexpanded); /// Collect the set of unexpanded parameter packs within the given /// type. /// /// \param T The type that will be traversed to find /// unexpanded parameter packs. void collectUnexpandedParameterPacks(QualType T, SmallVectorImpl<UnexpandedParameterPack> &Unexpanded); /// Collect the set of unexpanded parameter packs within the given /// type. /// /// \param TL The type that will be traversed to find /// unexpanded parameter packs. void collectUnexpandedParameterPacks(TypeLoc TL, SmallVectorImpl<UnexpandedParameterPack> &Unexpanded); /// Collect the set of unexpanded parameter packs within the given /// nested-name-specifier. /// /// \param NNS The nested-name-specifier that will be traversed to find /// unexpanded parameter packs. void collectUnexpandedParameterPacks(NestedNameSpecifierLoc NNS, SmallVectorImpl<UnexpandedParameterPack> &Unexpanded); /// Collect the set of unexpanded parameter packs within the given /// name. /// /// \param NameInfo The name that will be traversed to find /// unexpanded parameter packs. void collectUnexpandedParameterPacks(const DeclarationNameInfo &NameInfo, SmallVectorImpl<UnexpandedParameterPack> &Unexpanded); /// Invoked when parsing a template argument followed by an /// ellipsis, which creates a pack expansion. /// /// \param Arg The template argument preceding the ellipsis, which /// may already be invalid. /// /// \param EllipsisLoc The location of the ellipsis. ParsedTemplateArgument ActOnPackExpansion(const ParsedTemplateArgument &Arg, SourceLocation EllipsisLoc); /// Invoked when parsing a type followed by an ellipsis, which /// creates a pack expansion. /// /// \param Type The type preceding the ellipsis, which will become /// the pattern of the pack expansion. /// /// \param EllipsisLoc The location of the ellipsis. TypeResult ActOnPackExpansion(ParsedType Type, SourceLocation EllipsisLoc); /// Construct a pack expansion type from the pattern of the pack /// expansion. TypeSourceInfo *CheckPackExpansion(TypeSourceInfo *Pattern, SourceLocation EllipsisLoc, Optional<unsigned> NumExpansions); /// Construct a pack expansion type from the pattern of the pack /// expansion. QualType CheckPackExpansion(QualType Pattern, SourceRange PatternRange, SourceLocation EllipsisLoc, Optional<unsigned> NumExpansions); /// Invoked when parsing an expression followed by an ellipsis, which /// creates a pack expansion. /// /// \param Pattern The expression preceding the ellipsis, which will become /// the pattern of the pack expansion. /// /// \param EllipsisLoc The location of the ellipsis. ExprResult ActOnPackExpansion(Expr *Pattern, SourceLocation EllipsisLoc); /// Invoked when parsing an expression followed by an ellipsis, which /// creates a pack expansion. /// /// \param Pattern The expression preceding the ellipsis, which will become /// the pattern of the pack expansion. /// /// \param EllipsisLoc The location of the ellipsis. ExprResult CheckPackExpansion(Expr *Pattern, SourceLocation EllipsisLoc, Optional<unsigned> NumExpansions); /// Determine whether we could expand a pack expansion with the /// given set of parameter packs into separate arguments by repeatedly /// transforming the pattern. /// /// \param EllipsisLoc The location of the ellipsis that identifies the /// pack expansion. /// /// \param PatternRange The source range that covers the entire pattern of /// the pack expansion. /// /// \param Unexpanded The set of unexpanded parameter packs within the /// pattern. /// /// \param ShouldExpand Will be set to \c true if the transformer should /// expand the corresponding pack expansions into separate arguments. When /// set, \c NumExpansions must also be set. /// /// \param RetainExpansion Whether the caller should add an unexpanded /// pack expansion after all of the expanded arguments. This is used /// when extending explicitly-specified template argument packs per /// C++0x [temp.arg.explicit]p9. /// /// \param NumExpansions The number of separate arguments that will be in /// the expanded form of the corresponding pack expansion. This is both an /// input and an output parameter, which can be set by the caller if the /// number of expansions is known a priori (e.g., due to a prior substitution) /// and will be set by the callee when the number of expansions is known. /// The callee must set this value when \c ShouldExpand is \c true; it may /// set this value in other cases. /// /// \returns true if an error occurred (e.g., because the parameter packs /// are to be instantiated with arguments of different lengths), false /// otherwise. If false, \c ShouldExpand (and possibly \c NumExpansions) /// must be set. bool CheckParameterPacksForExpansion(SourceLocation EllipsisLoc, SourceRange PatternRange, ArrayRef<UnexpandedParameterPack> Unexpanded, const MultiLevelTemplateArgumentList &TemplateArgs, bool &ShouldExpand, bool &RetainExpansion, Optional<unsigned> &NumExpansions); /// Determine the number of arguments in the given pack expansion /// type. /// /// This routine assumes that the number of arguments in the expansion is /// consistent across all of the unexpanded parameter packs in its pattern. /// /// Returns an empty Optional if the type can't be expanded. Optional<unsigned> getNumArgumentsInExpansion(QualType T, const MultiLevelTemplateArgumentList &TemplateArgs); /// Determine whether the given declarator contains any unexpanded /// parameter packs. /// /// This routine is used by the parser to disambiguate function declarators /// with an ellipsis prior to the ')', e.g., /// /// \code /// void f(T...); /// \endcode /// /// To determine whether we have an (unnamed) function parameter pack or /// a variadic function. /// /// \returns true if the declarator contains any unexpanded parameter packs, /// false otherwise. bool containsUnexpandedParameterPacks(Declarator &D); /// Returns the pattern of the pack expansion for a template argument. /// /// \param OrigLoc The template argument to expand. /// /// \param Ellipsis Will be set to the location of the ellipsis. /// /// \param NumExpansions Will be set to the number of expansions that will /// be generated from this pack expansion, if known a priori. TemplateArgumentLoc getTemplateArgumentPackExpansionPattern( TemplateArgumentLoc OrigLoc, SourceLocation &Ellipsis, Optional<unsigned> &NumExpansions) const; /// Given a template argument that contains an unexpanded parameter pack, but /// which has already been substituted, attempt to determine the number of /// elements that will be produced once this argument is fully-expanded. /// /// This is intended for use when transforming 'sizeof...(Arg)' in order to /// avoid actually expanding the pack where possible. Optional<unsigned> getFullyPackExpandedSize(TemplateArgument Arg); //===--------------------------------------------------------------------===// // C++ Template Argument Deduction (C++ [temp.deduct]) //===--------------------------------------------------------------------===// /// Adjust the type \p ArgFunctionType to match the calling convention, /// noreturn, and optionally the exception specification of \p FunctionType. /// Deduction often wants to ignore these properties when matching function /// types. QualType adjustCCAndNoReturn(QualType ArgFunctionType, QualType FunctionType, bool AdjustExceptionSpec = false); /// Describes the result of template argument deduction. /// /// The TemplateDeductionResult enumeration describes the result of /// template argument deduction, as returned from /// DeduceTemplateArguments(). The separate TemplateDeductionInfo /// structure provides additional information about the results of /// template argument deduction, e.g., the deduced template argument /// list (if successful) or the specific template parameters or /// deduced arguments that were involved in the failure. enum TemplateDeductionResult { /// Template argument deduction was successful. TDK_Success = 0, /// The declaration was invalid; do nothing. TDK_Invalid, /// Template argument deduction exceeded the maximum template /// instantiation depth (which has already been diagnosed). TDK_InstantiationDepth, /// Template argument deduction did not deduce a value /// for every template parameter. TDK_Incomplete, /// Template argument deduction did not deduce a value for every /// expansion of an expanded template parameter pack. TDK_IncompletePack, /// Template argument deduction produced inconsistent /// deduced values for the given template parameter. TDK_Inconsistent, /// Template argument deduction failed due to inconsistent /// cv-qualifiers on a template parameter type that would /// otherwise be deduced, e.g., we tried to deduce T in "const T" /// but were given a non-const "X". TDK_Underqualified, /// Substitution of the deduced template argument values /// resulted in an error. TDK_SubstitutionFailure, /// After substituting deduced template arguments, a dependent /// parameter type did not match the corresponding argument. TDK_DeducedMismatch, /// After substituting deduced template arguments, an element of /// a dependent parameter type did not match the corresponding element /// of the corresponding argument (when deducing from an initializer list). TDK_DeducedMismatchNested, /// A non-depnedent component of the parameter did not match the /// corresponding component of the argument. TDK_NonDeducedMismatch, /// When performing template argument deduction for a function /// template, there were too many call arguments. TDK_TooManyArguments, /// When performing template argument deduction for a function /// template, there were too few call arguments. TDK_TooFewArguments, /// The explicitly-specified template arguments were not valid /// template arguments for the given template. TDK_InvalidExplicitArguments, /// Checking non-dependent argument conversions failed. TDK_NonDependentConversionFailure, /// Deduction failed; that's all we know. TDK_MiscellaneousDeductionFailure, /// CUDA Target attributes do not match. TDK_CUDATargetMismatch }; TemplateDeductionResult DeduceTemplateArguments(ClassTemplatePartialSpecializationDecl *Partial, const TemplateArgumentList &TemplateArgs, sema::TemplateDeductionInfo &Info); TemplateDeductionResult DeduceTemplateArguments(VarTemplatePartialSpecializationDecl *Partial, const TemplateArgumentList &TemplateArgs, sema::TemplateDeductionInfo &Info); TemplateDeductionResult SubstituteExplicitTemplateArguments( FunctionTemplateDecl *FunctionTemplate, TemplateArgumentListInfo &ExplicitTemplateArgs, SmallVectorImpl<DeducedTemplateArgument> &Deduced, SmallVectorImpl<QualType> &ParamTypes, QualType *FunctionType, sema::TemplateDeductionInfo &Info); /// brief A function argument from which we performed template argument // deduction for a call. struct OriginalCallArg { OriginalCallArg(QualType OriginalParamType, bool DecomposedParam, unsigned ArgIdx, QualType OriginalArgType) : OriginalParamType(OriginalParamType), DecomposedParam(DecomposedParam), ArgIdx(ArgIdx), OriginalArgType(OriginalArgType) {} QualType OriginalParamType; bool DecomposedParam; unsigned ArgIdx; QualType OriginalArgType; }; TemplateDeductionResult FinishTemplateArgumentDeduction( FunctionTemplateDecl *FunctionTemplate, SmallVectorImpl<DeducedTemplateArgument> &Deduced, unsigned NumExplicitlySpecified, FunctionDecl *&Specialization, sema::TemplateDeductionInfo &Info, SmallVectorImpl<OriginalCallArg> const *OriginalCallArgs = nullptr, bool PartialOverloading = false, llvm::function_ref<bool()> CheckNonDependent = []{ return false; }); TemplateDeductionResult DeduceTemplateArguments( FunctionTemplateDecl *FunctionTemplate, TemplateArgumentListInfo *ExplicitTemplateArgs, ArrayRef<Expr *> Args, FunctionDecl *&Specialization, sema::TemplateDeductionInfo &Info, bool PartialOverloading, llvm::function_ref<bool(ArrayRef<QualType>)> CheckNonDependent); TemplateDeductionResult DeduceTemplateArguments(FunctionTemplateDecl *FunctionTemplate, TemplateArgumentListInfo *ExplicitTemplateArgs, QualType ArgFunctionType, FunctionDecl *&Specialization, sema::TemplateDeductionInfo &Info, bool IsAddressOfFunction = false); TemplateDeductionResult DeduceTemplateArguments(FunctionTemplateDecl *FunctionTemplate, QualType ToType, CXXConversionDecl *&Specialization, sema::TemplateDeductionInfo &Info); TemplateDeductionResult DeduceTemplateArguments(FunctionTemplateDecl *FunctionTemplate, TemplateArgumentListInfo *ExplicitTemplateArgs, FunctionDecl *&Specialization, sema::TemplateDeductionInfo &Info, bool IsAddressOfFunction = false); /// Substitute Replacement for \p auto in \p TypeWithAuto QualType SubstAutoType(QualType TypeWithAuto, QualType Replacement); /// Substitute Replacement for auto in TypeWithAuto TypeSourceInfo* SubstAutoTypeSourceInfo(TypeSourceInfo *TypeWithAuto, QualType Replacement); /// Completely replace the \c auto in \p TypeWithAuto by /// \p Replacement. This does not retain any \c auto type sugar. QualType ReplaceAutoType(QualType TypeWithAuto, QualType Replacement); /// Result type of DeduceAutoType. enum DeduceAutoResult { DAR_Succeeded, DAR_Failed, DAR_FailedAlreadyDiagnosed }; DeduceAutoResult DeduceAutoType(TypeSourceInfo *AutoType, Expr *&Initializer, QualType &Result, Optional<unsigned> DependentDeductionDepth = None); DeduceAutoResult DeduceAutoType(TypeLoc AutoTypeLoc, Expr *&Initializer, QualType &Result, Optional<unsigned> DependentDeductionDepth = None); void DiagnoseAutoDeductionFailure(VarDecl *VDecl, Expr *Init); bool DeduceReturnType(FunctionDecl *FD, SourceLocation Loc, bool Diagnose = true); /// Declare implicit deduction guides for a class template if we've /// not already done so. void DeclareImplicitDeductionGuides(TemplateDecl *Template, SourceLocation Loc); QualType DeduceTemplateSpecializationFromInitializer( TypeSourceInfo *TInfo, const InitializedEntity &Entity, const InitializationKind &Kind, MultiExprArg Init); QualType deduceVarTypeFromInitializer(VarDecl *VDecl, DeclarationName Name, QualType Type, TypeSourceInfo *TSI, SourceRange Range, bool DirectInit, Expr *Init); TypeLoc getReturnTypeLoc(FunctionDecl *FD) const; bool DeduceFunctionTypeFromReturnExpr(FunctionDecl *FD, SourceLocation ReturnLoc, Expr *&RetExpr, AutoType *AT); FunctionTemplateDecl *getMoreSpecializedTemplate(FunctionTemplateDecl *FT1, FunctionTemplateDecl *FT2, SourceLocation Loc, TemplatePartialOrderingContext TPOC, unsigned NumCallArguments1, unsigned NumCallArguments2); UnresolvedSetIterator getMostSpecialized(UnresolvedSetIterator SBegin, UnresolvedSetIterator SEnd, TemplateSpecCandidateSet &FailedCandidates, SourceLocation Loc, const PartialDiagnostic &NoneDiag, const PartialDiagnostic &AmbigDiag, const PartialDiagnostic &CandidateDiag, bool Complain = true, QualType TargetType = QualType()); ClassTemplatePartialSpecializationDecl * getMoreSpecializedPartialSpecialization( ClassTemplatePartialSpecializationDecl *PS1, ClassTemplatePartialSpecializationDecl *PS2, SourceLocation Loc); bool isMoreSpecializedThanPrimary(ClassTemplatePartialSpecializationDecl *T, sema::TemplateDeductionInfo &Info); VarTemplatePartialSpecializationDecl *getMoreSpecializedPartialSpecialization( VarTemplatePartialSpecializationDecl *PS1, VarTemplatePartialSpecializationDecl *PS2, SourceLocation Loc); bool isMoreSpecializedThanPrimary(VarTemplatePartialSpecializationDecl *T, sema::TemplateDeductionInfo &Info); bool isTemplateTemplateParameterAtLeastAsSpecializedAs( TemplateParameterList *P, TemplateDecl *AArg, SourceLocation Loc); void MarkUsedTemplateParameters(const TemplateArgumentList &TemplateArgs, bool OnlyDeduced, unsigned Depth, llvm::SmallBitVector &Used); void MarkDeducedTemplateParameters( const FunctionTemplateDecl *FunctionTemplate, llvm::SmallBitVector &Deduced) { return MarkDeducedTemplateParameters(Context, FunctionTemplate, Deduced); } static void MarkDeducedTemplateParameters(ASTContext &Ctx, const FunctionTemplateDecl *FunctionTemplate, llvm::SmallBitVector &Deduced); //===--------------------------------------------------------------------===// // C++ Template Instantiation // MultiLevelTemplateArgumentList getTemplateInstantiationArgs(NamedDecl *D, const TemplateArgumentList *Innermost = nullptr, bool RelativeToPrimary = false, const FunctionDecl *Pattern = nullptr); /// A context in which code is being synthesized (where a source location /// alone is not sufficient to identify the context). This covers template /// instantiation and various forms of implicitly-generated functions. struct CodeSynthesisContext { /// The kind of template instantiation we are performing enum SynthesisKind { /// We are instantiating a template declaration. The entity is /// the declaration we're instantiating (e.g., a CXXRecordDecl). TemplateInstantiation, /// We are instantiating a default argument for a template /// parameter. The Entity is the template parameter whose argument is /// being instantiated, the Template is the template, and the /// TemplateArgs/NumTemplateArguments provide the template arguments as /// specified. DefaultTemplateArgumentInstantiation, /// We are instantiating a default argument for a function. /// The Entity is the ParmVarDecl, and TemplateArgs/NumTemplateArgs /// provides the template arguments as specified. DefaultFunctionArgumentInstantiation, /// We are substituting explicit template arguments provided for /// a function template. The entity is a FunctionTemplateDecl. ExplicitTemplateArgumentSubstitution, /// We are substituting template argument determined as part of /// template argument deduction for either a class template /// partial specialization or a function template. The /// Entity is either a {Class|Var}TemplatePartialSpecializationDecl or /// a TemplateDecl. DeducedTemplateArgumentSubstitution, /// We are substituting prior template arguments into a new /// template parameter. The template parameter itself is either a /// NonTypeTemplateParmDecl or a TemplateTemplateParmDecl. PriorTemplateArgumentSubstitution, /// We are checking the validity of a default template argument that /// has been used when naming a template-id. DefaultTemplateArgumentChecking, /// We are instantiating the exception specification for a function /// template which was deferred until it was needed. ExceptionSpecInstantiation, /// We are declaring an implicit special member function. DeclaringSpecialMember, /// We are defining a synthesized function (such as a defaulted special /// member). DefiningSynthesizedFunction, /// Added for Template instantiation observation. /// Memoization means we are _not_ instantiating a template because /// it is already instantiated (but we entered a context where we /// would have had to if it was not already instantiated). Memoization } Kind; /// Was the enclosing context a non-instantiation SFINAE context? bool SavedInNonInstantiationSFINAEContext; /// The point of instantiation or synthesis within the source code. SourceLocation PointOfInstantiation; /// The entity that is being synthesized. Decl *Entity; /// The template (or partial specialization) in which we are /// performing the instantiation, for substitutions of prior template /// arguments. NamedDecl *Template; /// The list of template arguments we are substituting, if they /// are not part of the entity. const TemplateArgument *TemplateArgs; // FIXME: Wrap this union around more members, or perhaps store the // kind-specific members in the RAII object owning the context. union { /// The number of template arguments in TemplateArgs. unsigned NumTemplateArgs; /// The special member being declared or defined. CXXSpecialMember SpecialMember; }; ArrayRef<TemplateArgument> template_arguments() const { assert(Kind != DeclaringSpecialMember); return {TemplateArgs, NumTemplateArgs}; } /// The template deduction info object associated with the /// substitution or checking of explicit or deduced template arguments. sema::TemplateDeductionInfo *DeductionInfo; /// The source range that covers the construct that cause /// the instantiation, e.g., the template-id that causes a class /// template instantiation. SourceRange InstantiationRange; CodeSynthesisContext() : Kind(TemplateInstantiation), Entity(nullptr), Template(nullptr), TemplateArgs(nullptr), NumTemplateArgs(0), DeductionInfo(nullptr) {} /// Determines whether this template is an actual instantiation /// that should be counted toward the maximum instantiation depth. bool isInstantiationRecord() const; }; /// List of active code synthesis contexts. /// /// This vector is treated as a stack. As synthesis of one entity requires /// synthesis of another, additional contexts are pushed onto the stack. SmallVector<CodeSynthesisContext, 16> CodeSynthesisContexts; /// Specializations whose definitions are currently being instantiated. llvm::DenseSet<std::pair<Decl *, unsigned>> InstantiatingSpecializations; /// Non-dependent types used in templates that have already been instantiated /// by some template instantiation. llvm::DenseSet<QualType> InstantiatedNonDependentTypes; /// Extra modules inspected when performing a lookup during a template /// instantiation. Computed lazily. SmallVector<Module*, 16> CodeSynthesisContextLookupModules; /// Cache of additional modules that should be used for name lookup /// within the current template instantiation. Computed lazily; use /// getLookupModules() to get a complete set. llvm::DenseSet<Module*> LookupModulesCache; /// Get the set of additional modules that should be checked during /// name lookup. A module and its imports become visible when instanting a /// template defined within it. llvm::DenseSet<Module*> &getLookupModules(); /// Map from the most recent declaration of a namespace to the most /// recent visible declaration of that namespace. llvm::DenseMap<NamedDecl*, NamedDecl*> VisibleNamespaceCache; /// Whether we are in a SFINAE context that is not associated with /// template instantiation. /// /// This is used when setting up a SFINAE trap (\c see SFINAETrap) outside /// of a template instantiation or template argument deduction. bool InNonInstantiationSFINAEContext; /// The number of \p CodeSynthesisContexts that are not template /// instantiations and, therefore, should not be counted as part of the /// instantiation depth. /// /// When the instantiation depth reaches the user-configurable limit /// \p LangOptions::InstantiationDepth we will abort instantiation. // FIXME: Should we have a similar limit for other forms of synthesis? unsigned NonInstantiationEntries; /// The depth of the context stack at the point when the most recent /// error or warning was produced. /// /// This value is used to suppress printing of redundant context stacks /// when there are multiple errors or warnings in the same instantiation. // FIXME: Does this belong in Sema? It's tough to implement it anywhere else. unsigned LastEmittedCodeSynthesisContextDepth = 0; /// The template instantiation callbacks to trace or track /// instantiations (objects can be chained). /// /// This callbacks is used to print, trace or track template /// instantiations as they are being constructed. std::vector<std::unique_ptr<TemplateInstantiationCallback>> TemplateInstCallbacks; /// The current index into pack expansion arguments that will be /// used for substitution of parameter packs. /// /// The pack expansion index will be -1 to indicate that parameter packs /// should be instantiated as themselves. Otherwise, the index specifies /// which argument within the parameter pack will be used for substitution. int ArgumentPackSubstitutionIndex; /// RAII object used to change the argument pack substitution index /// within a \c Sema object. /// /// See \c ArgumentPackSubstitutionIndex for more information. class ArgumentPackSubstitutionIndexRAII { Sema &Self; int OldSubstitutionIndex; public: ArgumentPackSubstitutionIndexRAII(Sema &Self, int NewSubstitutionIndex) : Self(Self), OldSubstitutionIndex(Self.ArgumentPackSubstitutionIndex) { Self.ArgumentPackSubstitutionIndex = NewSubstitutionIndex; } ~ArgumentPackSubstitutionIndexRAII() { Self.ArgumentPackSubstitutionIndex = OldSubstitutionIndex; } }; friend class ArgumentPackSubstitutionRAII; /// For each declaration that involved template argument deduction, the /// set of diagnostics that were suppressed during that template argument /// deduction. /// /// FIXME: Serialize this structure to the AST file. typedef llvm::DenseMap<Decl *, SmallVector<PartialDiagnosticAt, 1> > SuppressedDiagnosticsMap; SuppressedDiagnosticsMap SuppressedDiagnostics; /// A stack object to be created when performing template /// instantiation. /// /// Construction of an object of type \c InstantiatingTemplate /// pushes the current instantiation onto the stack of active /// instantiations. If the size of this stack exceeds the maximum /// number of recursive template instantiations, construction /// produces an error and evaluates true. /// /// Destruction of this object will pop the named instantiation off /// the stack. struct InstantiatingTemplate { /// Note that we are instantiating a class template, /// function template, variable template, alias template, /// or a member thereof. InstantiatingTemplate(Sema &SemaRef, SourceLocation PointOfInstantiation, Decl *Entity, SourceRange InstantiationRange = SourceRange()); struct ExceptionSpecification {}; /// Note that we are instantiating an exception specification /// of a function template. InstantiatingTemplate(Sema &SemaRef, SourceLocation PointOfInstantiation, FunctionDecl *Entity, ExceptionSpecification, SourceRange InstantiationRange = SourceRange()); /// Note that we are instantiating a default argument in a /// template-id. InstantiatingTemplate(Sema &SemaRef, SourceLocation PointOfInstantiation, TemplateParameter Param, TemplateDecl *Template, ArrayRef<TemplateArgument> TemplateArgs, SourceRange InstantiationRange = SourceRange()); /// Note that we are substituting either explicitly-specified or /// deduced template arguments during function template argument deduction. InstantiatingTemplate(Sema &SemaRef, SourceLocation PointOfInstantiation, FunctionTemplateDecl *FunctionTemplate, ArrayRef<TemplateArgument> TemplateArgs, CodeSynthesisContext::SynthesisKind Kind, sema::TemplateDeductionInfo &DeductionInfo, SourceRange InstantiationRange = SourceRange()); /// Note that we are instantiating as part of template /// argument deduction for a class template declaration. InstantiatingTemplate(Sema &SemaRef, SourceLocation PointOfInstantiation, TemplateDecl *Template, ArrayRef<TemplateArgument> TemplateArgs, sema::TemplateDeductionInfo &DeductionInfo, SourceRange InstantiationRange = SourceRange()); /// Note that we are instantiating as part of template /// argument deduction for a class template partial /// specialization. InstantiatingTemplate(Sema &SemaRef, SourceLocation PointOfInstantiation, ClassTemplatePartialSpecializationDecl *PartialSpec, ArrayRef<TemplateArgument> TemplateArgs, sema::TemplateDeductionInfo &DeductionInfo, SourceRange InstantiationRange = SourceRange()); /// Note that we are instantiating as part of template /// argument deduction for a variable template partial /// specialization. InstantiatingTemplate(Sema &SemaRef, SourceLocation PointOfInstantiation, VarTemplatePartialSpecializationDecl *PartialSpec, ArrayRef<TemplateArgument> TemplateArgs, sema::TemplateDeductionInfo &DeductionInfo, SourceRange InstantiationRange = SourceRange()); /// Note that we are instantiating a default argument for a function /// parameter. InstantiatingTemplate(Sema &SemaRef, SourceLocation PointOfInstantiation, ParmVarDecl *Param, ArrayRef<TemplateArgument> TemplateArgs, SourceRange InstantiationRange = SourceRange()); /// Note that we are substituting prior template arguments into a /// non-type parameter. InstantiatingTemplate(Sema &SemaRef, SourceLocation PointOfInstantiation, NamedDecl *Template, NonTypeTemplateParmDecl *Param, ArrayRef<TemplateArgument> TemplateArgs, SourceRange InstantiationRange); /// Note that we are substituting prior template arguments into a /// template template parameter. InstantiatingTemplate(Sema &SemaRef, SourceLocation PointOfInstantiation, NamedDecl *Template, TemplateTemplateParmDecl *Param, ArrayRef<TemplateArgument> TemplateArgs, SourceRange InstantiationRange); /// Note that we are checking the default template argument /// against the template parameter for a given template-id. InstantiatingTemplate(Sema &SemaRef, SourceLocation PointOfInstantiation, TemplateDecl *Template, NamedDecl *Param, ArrayRef<TemplateArgument> TemplateArgs, SourceRange InstantiationRange); /// Note that we have finished instantiating this template. void Clear(); ~InstantiatingTemplate() { Clear(); } /// Determines whether we have exceeded the maximum /// recursive template instantiations. bool isInvalid() const { return Invalid; } /// Determine whether we are already instantiating this /// specialization in some surrounding active instantiation. bool isAlreadyInstantiating() const { return AlreadyInstantiating; } private: Sema &SemaRef; bool Invalid; bool AlreadyInstantiating; bool CheckInstantiationDepth(SourceLocation PointOfInstantiation, SourceRange InstantiationRange); InstantiatingTemplate( Sema &SemaRef, CodeSynthesisContext::SynthesisKind Kind, SourceLocation PointOfInstantiation, SourceRange InstantiationRange, Decl *Entity, NamedDecl *Template = nullptr, ArrayRef<TemplateArgument> TemplateArgs = None, sema::TemplateDeductionInfo *DeductionInfo = nullptr); InstantiatingTemplate(const InstantiatingTemplate&) = delete; InstantiatingTemplate& operator=(const InstantiatingTemplate&) = delete; }; void pushCodeSynthesisContext(CodeSynthesisContext Ctx); void popCodeSynthesisContext(); /// Determine whether we are currently performing template instantiation. bool inTemplateInstantiation() const { return CodeSynthesisContexts.size() > NonInstantiationEntries; } void PrintContextStack() { if (!CodeSynthesisContexts.empty() && CodeSynthesisContexts.size() != LastEmittedCodeSynthesisContextDepth) { PrintInstantiationStack(); LastEmittedCodeSynthesisContextDepth = CodeSynthesisContexts.size(); } if (PragmaAttributeCurrentTargetDecl) PrintPragmaAttributeInstantiationPoint(); } void PrintInstantiationStack(); void PrintPragmaAttributeInstantiationPoint(); /// Determines whether we are currently in a context where /// template argument substitution failures are not considered /// errors. /// /// \returns An empty \c Optional if we're not in a SFINAE context. /// Otherwise, contains a pointer that, if non-NULL, contains the nearest /// template-deduction context object, which can be used to capture /// diagnostics that will be suppressed. Optional<sema::TemplateDeductionInfo *> isSFINAEContext() const; /// Determines whether we are currently in a context that /// is not evaluated as per C++ [expr] p5. bool isUnevaluatedContext() const { assert(!ExprEvalContexts.empty() && "Must be in an expression evaluation context"); return ExprEvalContexts.back().isUnevaluated(); } /// RAII class used to determine whether SFINAE has /// trapped any errors that occur during template argument /// deduction. class SFINAETrap { Sema &SemaRef; unsigned PrevSFINAEErrors; bool PrevInNonInstantiationSFINAEContext; bool PrevAccessCheckingSFINAE; bool PrevLastDiagnosticIgnored; public: explicit SFINAETrap(Sema &SemaRef, bool AccessCheckingSFINAE = false) : SemaRef(SemaRef), PrevSFINAEErrors(SemaRef.NumSFINAEErrors), PrevInNonInstantiationSFINAEContext( SemaRef.InNonInstantiationSFINAEContext), PrevAccessCheckingSFINAE(SemaRef.AccessCheckingSFINAE), PrevLastDiagnosticIgnored( SemaRef.getDiagnostics().isLastDiagnosticIgnored()) { if (!SemaRef.isSFINAEContext()) SemaRef.InNonInstantiationSFINAEContext = true; SemaRef.AccessCheckingSFINAE = AccessCheckingSFINAE; } ~SFINAETrap() { SemaRef.NumSFINAEErrors = PrevSFINAEErrors; SemaRef.InNonInstantiationSFINAEContext = PrevInNonInstantiationSFINAEContext; SemaRef.AccessCheckingSFINAE = PrevAccessCheckingSFINAE; SemaRef.getDiagnostics().setLastDiagnosticIgnored( PrevLastDiagnosticIgnored); } /// Determine whether any SFINAE errors have been trapped. bool hasErrorOccurred() const { return SemaRef.NumSFINAEErrors > PrevSFINAEErrors; } }; /// RAII class used to indicate that we are performing provisional /// semantic analysis to determine the validity of a construct, so /// typo-correction and diagnostics in the immediate context (not within /// implicitly-instantiated templates) should be suppressed. class TentativeAnalysisScope { Sema &SemaRef; // FIXME: Using a SFINAETrap for this is a hack. SFINAETrap Trap; bool PrevDisableTypoCorrection; public: explicit TentativeAnalysisScope(Sema &SemaRef) : SemaRef(SemaRef), Trap(SemaRef, true), PrevDisableTypoCorrection(SemaRef.DisableTypoCorrection) { SemaRef.DisableTypoCorrection = true; } ~TentativeAnalysisScope() { SemaRef.DisableTypoCorrection = PrevDisableTypoCorrection; } }; /// The current instantiation scope used to store local /// variables. LocalInstantiationScope *CurrentInstantiationScope; /// Tracks whether we are in a context where typo correction is /// disabled. bool DisableTypoCorrection; /// The number of typos corrected by CorrectTypo. unsigned TyposCorrected; typedef llvm::SmallSet<SourceLocation, 2> SrcLocSet; typedef llvm::DenseMap<IdentifierInfo *, SrcLocSet> IdentifierSourceLocations; /// A cache containing identifiers for which typo correction failed and /// their locations, so that repeated attempts to correct an identifier in a /// given location are ignored if typo correction already failed for it. IdentifierSourceLocations TypoCorrectionFailures; /// Worker object for performing CFG-based warnings. sema::AnalysisBasedWarnings AnalysisWarnings; threadSafety::BeforeSet *ThreadSafetyDeclCache; /// An entity for which implicit template instantiation is required. /// /// The source location associated with the declaration is the first place in /// the source code where the declaration was "used". It is not necessarily /// the point of instantiation (which will be either before or after the /// namespace-scope declaration that triggered this implicit instantiation), /// However, it is the location that diagnostics should generally refer to, /// because users will need to know what code triggered the instantiation. typedef std::pair<ValueDecl *, SourceLocation> PendingImplicitInstantiation; /// The queue of implicit template instantiations that are required /// but have not yet been performed. std::deque<PendingImplicitInstantiation> PendingInstantiations; /// Queue of implicit template instantiations that cannot be performed /// eagerly. SmallVector<PendingImplicitInstantiation, 1> LateParsedInstantiations; class GlobalEagerInstantiationScope { public: GlobalEagerInstantiationScope(Sema &S, bool Enabled) : S(S), Enabled(Enabled) { if (!Enabled) return; SavedPendingInstantiations.swap(S.PendingInstantiations); SavedVTableUses.swap(S.VTableUses); } void perform() { if (Enabled) { S.DefineUsedVTables(); S.PerformPendingInstantiations(); } } ~GlobalEagerInstantiationScope() { if (!Enabled) return; // Restore the set of pending vtables. assert(S.VTableUses.empty() && "VTableUses should be empty before it is discarded."); S.VTableUses.swap(SavedVTableUses); // Restore the set of pending implicit instantiations. assert(S.PendingInstantiations.empty() && "PendingInstantiations should be empty before it is discarded."); S.PendingInstantiations.swap(SavedPendingInstantiations); } private: Sema &S; SmallVector<VTableUse, 16> SavedVTableUses; std::deque<PendingImplicitInstantiation> SavedPendingInstantiations; bool Enabled; }; /// The queue of implicit template instantiations that are required /// and must be performed within the current local scope. /// /// This queue is only used for member functions of local classes in /// templates, which must be instantiated in the same scope as their /// enclosing function, so that they can reference function-local /// types, static variables, enumerators, etc. std::deque<PendingImplicitInstantiation> PendingLocalImplicitInstantiations; class LocalEagerInstantiationScope { public: LocalEagerInstantiationScope(Sema &S) : S(S) { SavedPendingLocalImplicitInstantiations.swap( S.PendingLocalImplicitInstantiations); } void perform() { S.PerformPendingInstantiations(/*LocalOnly=*/true); } ~LocalEagerInstantiationScope() { assert(S.PendingLocalImplicitInstantiations.empty() && "there shouldn't be any pending local implicit instantiations"); SavedPendingLocalImplicitInstantiations.swap( S.PendingLocalImplicitInstantiations); } private: Sema &S; std::deque<PendingImplicitInstantiation> SavedPendingLocalImplicitInstantiations; }; /// A helper class for building up ExtParameterInfos. class ExtParameterInfoBuilder { SmallVector<FunctionProtoType::ExtParameterInfo, 16> Infos; bool HasInteresting = false; public: /// Set the ExtParameterInfo for the parameter at the given index, /// void set(unsigned index, FunctionProtoType::ExtParameterInfo info) { assert(Infos.size() <= index); Infos.resize(index); Infos.push_back(info); if (!HasInteresting) HasInteresting = (info != FunctionProtoType::ExtParameterInfo()); } /// Return a pointer (suitable for setting in an ExtProtoInfo) to the /// ExtParameterInfo array we've built up. const FunctionProtoType::ExtParameterInfo * getPointerOrNull(unsigned numParams) { if (!HasInteresting) return nullptr; Infos.resize(numParams); return Infos.data(); } }; void PerformPendingInstantiations(bool LocalOnly = false); TypeSourceInfo *SubstType(TypeSourceInfo *T, const MultiLevelTemplateArgumentList &TemplateArgs, SourceLocation Loc, DeclarationName Entity, bool AllowDeducedTST = false); QualType SubstType(QualType T, const MultiLevelTemplateArgumentList &TemplateArgs, SourceLocation Loc, DeclarationName Entity); TypeSourceInfo *SubstType(TypeLoc TL, const MultiLevelTemplateArgumentList &TemplateArgs, SourceLocation Loc, DeclarationName Entity); TypeSourceInfo *SubstFunctionDeclType(TypeSourceInfo *T, const MultiLevelTemplateArgumentList &TemplateArgs, SourceLocation Loc, DeclarationName Entity, CXXRecordDecl *ThisContext, unsigned ThisTypeQuals); void SubstExceptionSpec(FunctionDecl *New, const FunctionProtoType *Proto, const MultiLevelTemplateArgumentList &Args); bool SubstExceptionSpec(SourceLocation Loc, FunctionProtoType::ExceptionSpecInfo &ESI, SmallVectorImpl<QualType> &ExceptionStorage, const MultiLevelTemplateArgumentList &Args); ParmVarDecl *SubstParmVarDecl(ParmVarDecl *D, const MultiLevelTemplateArgumentList &TemplateArgs, int indexAdjustment, Optional<unsigned> NumExpansions, bool ExpectParameterPack); bool SubstParmTypes(SourceLocation Loc, ArrayRef<ParmVarDecl *> Params, const FunctionProtoType::ExtParameterInfo *ExtParamInfos, const MultiLevelTemplateArgumentList &TemplateArgs, SmallVectorImpl<QualType> &ParamTypes, SmallVectorImpl<ParmVarDecl *> *OutParams, ExtParameterInfoBuilder &ParamInfos); ExprResult SubstExpr(Expr *E, const MultiLevelTemplateArgumentList &TemplateArgs); /// Substitute the given template arguments into a list of /// expressions, expanding pack expansions if required. /// /// \param Exprs The list of expressions to substitute into. /// /// \param IsCall Whether this is some form of call, in which case /// default arguments will be dropped. /// /// \param TemplateArgs The set of template arguments to substitute. /// /// \param Outputs Will receive all of the substituted arguments. /// /// \returns true if an error occurred, false otherwise. bool SubstExprs(ArrayRef<Expr *> Exprs, bool IsCall, const MultiLevelTemplateArgumentList &TemplateArgs, SmallVectorImpl<Expr *> &Outputs); StmtResult SubstStmt(Stmt *S, const MultiLevelTemplateArgumentList &TemplateArgs); TemplateParameterList * SubstTemplateParams(TemplateParameterList *Params, DeclContext *Owner, const MultiLevelTemplateArgumentList &TemplateArgs); Decl *SubstDecl(Decl *D, DeclContext *Owner, const MultiLevelTemplateArgumentList &TemplateArgs); ExprResult SubstInitializer(Expr *E, const MultiLevelTemplateArgumentList &TemplateArgs, bool CXXDirectInit); bool SubstBaseSpecifiers(CXXRecordDecl *Instantiation, CXXRecordDecl *Pattern, const MultiLevelTemplateArgumentList &TemplateArgs); bool InstantiateClass(SourceLocation PointOfInstantiation, CXXRecordDecl *Instantiation, CXXRecordDecl *Pattern, const MultiLevelTemplateArgumentList &TemplateArgs, TemplateSpecializationKind TSK, bool Complain = true); bool InstantiateEnum(SourceLocation PointOfInstantiation, EnumDecl *Instantiation, EnumDecl *Pattern, const MultiLevelTemplateArgumentList &TemplateArgs, TemplateSpecializationKind TSK); bool InstantiateInClassInitializer( SourceLocation PointOfInstantiation, FieldDecl *Instantiation, FieldDecl *Pattern, const MultiLevelTemplateArgumentList &TemplateArgs); struct LateInstantiatedAttribute { const Attr *TmplAttr; LocalInstantiationScope *Scope; Decl *NewDecl; LateInstantiatedAttribute(const Attr *A, LocalInstantiationScope *S, Decl *D) : TmplAttr(A), Scope(S), NewDecl(D) { } }; typedef SmallVector<LateInstantiatedAttribute, 16> LateInstantiatedAttrVec; void InstantiateAttrs(const MultiLevelTemplateArgumentList &TemplateArgs, const Decl *Pattern, Decl *Inst, LateInstantiatedAttrVec *LateAttrs = nullptr, LocalInstantiationScope *OuterMostScope = nullptr); void InstantiateAttrsForDecl(const MultiLevelTemplateArgumentList &TemplateArgs, const Decl *Pattern, Decl *Inst, LateInstantiatedAttrVec *LateAttrs = nullptr, LocalInstantiationScope *OuterMostScope = nullptr); bool usesPartialOrExplicitSpecialization( SourceLocation Loc, ClassTemplateSpecializationDecl *ClassTemplateSpec); bool InstantiateClassTemplateSpecialization(SourceLocation PointOfInstantiation, ClassTemplateSpecializationDecl *ClassTemplateSpec, TemplateSpecializationKind TSK, bool Complain = true); void InstantiateClassMembers(SourceLocation PointOfInstantiation, CXXRecordDecl *Instantiation, const MultiLevelTemplateArgumentList &TemplateArgs, TemplateSpecializationKind TSK); void InstantiateClassTemplateSpecializationMembers( SourceLocation PointOfInstantiation, ClassTemplateSpecializationDecl *ClassTemplateSpec, TemplateSpecializationKind TSK); NestedNameSpecifierLoc SubstNestedNameSpecifierLoc(NestedNameSpecifierLoc NNS, const MultiLevelTemplateArgumentList &TemplateArgs); DeclarationNameInfo SubstDeclarationNameInfo(const DeclarationNameInfo &NameInfo, const MultiLevelTemplateArgumentList &TemplateArgs); TemplateName SubstTemplateName(NestedNameSpecifierLoc QualifierLoc, TemplateName Name, SourceLocation Loc, const MultiLevelTemplateArgumentList &TemplateArgs); bool Subst(const TemplateArgumentLoc *Args, unsigned NumArgs, TemplateArgumentListInfo &Result, const MultiLevelTemplateArgumentList &TemplateArgs); void InstantiateExceptionSpec(SourceLocation PointOfInstantiation, FunctionDecl *Function); FunctionDecl *InstantiateFunctionDeclaration(FunctionTemplateDecl *FTD, const TemplateArgumentList *Args, SourceLocation Loc); void InstantiateFunctionDefinition(SourceLocation PointOfInstantiation, FunctionDecl *Function, bool Recursive = false, bool DefinitionRequired = false, bool AtEndOfTU = false); VarTemplateSpecializationDecl *BuildVarTemplateInstantiation( VarTemplateDecl *VarTemplate, VarDecl *FromVar, const TemplateArgumentList &TemplateArgList, const TemplateArgumentListInfo &TemplateArgsInfo, SmallVectorImpl<TemplateArgument> &Converted, SourceLocation PointOfInstantiation, void *InsertPos, LateInstantiatedAttrVec *LateAttrs = nullptr, LocalInstantiationScope *StartingScope = nullptr); VarTemplateSpecializationDecl *CompleteVarTemplateSpecializationDecl( VarTemplateSpecializationDecl *VarSpec, VarDecl *PatternDecl, const MultiLevelTemplateArgumentList &TemplateArgs); void BuildVariableInstantiation(VarDecl *NewVar, VarDecl *OldVar, const MultiLevelTemplateArgumentList &TemplateArgs, LateInstantiatedAttrVec *LateAttrs, DeclContext *Owner, LocalInstantiationScope *StartingScope, bool InstantiatingVarTemplate = false); void InstantiateVariableInitializer( VarDecl *Var, VarDecl *OldVar, const MultiLevelTemplateArgumentList &TemplateArgs); void InstantiateVariableDefinition(SourceLocation PointOfInstantiation, VarDecl *Var, bool Recursive = false, bool DefinitionRequired = false, bool AtEndOfTU = false); void InstantiateMemInitializers(CXXConstructorDecl *New, const CXXConstructorDecl *Tmpl, const MultiLevelTemplateArgumentList &TemplateArgs); NamedDecl *FindInstantiatedDecl(SourceLocation Loc, NamedDecl *D, const MultiLevelTemplateArgumentList &TemplateArgs, bool FindingInstantiatedContext = false); DeclContext *FindInstantiatedContext(SourceLocation Loc, DeclContext *DC, const MultiLevelTemplateArgumentList &TemplateArgs); // Objective-C declarations. enum ObjCContainerKind { OCK_None = -1, OCK_Interface = 0, OCK_Protocol, OCK_Category, OCK_ClassExtension, OCK_Implementation, OCK_CategoryImplementation }; ObjCContainerKind getObjCContainerKind() const; DeclResult actOnObjCTypeParam(Scope *S, ObjCTypeParamVariance variance, SourceLocation varianceLoc, unsigned index, IdentifierInfo *paramName, SourceLocation paramLoc, SourceLocation colonLoc, ParsedType typeBound); ObjCTypeParamList *actOnObjCTypeParamList(Scope *S, SourceLocation lAngleLoc, ArrayRef<Decl *> typeParams, SourceLocation rAngleLoc); void popObjCTypeParamList(Scope *S, ObjCTypeParamList *typeParamList); Decl *ActOnStartClassInterface( Scope *S, SourceLocation AtInterfaceLoc, IdentifierInfo *ClassName, SourceLocation ClassLoc, ObjCTypeParamList *typeParamList, IdentifierInfo *SuperName, SourceLocation SuperLoc, ArrayRef<ParsedType> SuperTypeArgs, SourceRange SuperTypeArgsRange, Decl *const *ProtoRefs, unsigned NumProtoRefs, const SourceLocation *ProtoLocs, SourceLocation EndProtoLoc, const ParsedAttributesView &AttrList); void ActOnSuperClassOfClassInterface(Scope *S, SourceLocation AtInterfaceLoc, ObjCInterfaceDecl *IDecl, IdentifierInfo *ClassName, SourceLocation ClassLoc, IdentifierInfo *SuperName, SourceLocation SuperLoc, ArrayRef<ParsedType> SuperTypeArgs, SourceRange SuperTypeArgsRange); void ActOnTypedefedProtocols(SmallVectorImpl<Decl *> &ProtocolRefs, SmallVectorImpl<SourceLocation> &ProtocolLocs, IdentifierInfo *SuperName, SourceLocation SuperLoc); Decl *ActOnCompatibilityAlias( SourceLocation AtCompatibilityAliasLoc, IdentifierInfo *AliasName, SourceLocation AliasLocation, IdentifierInfo *ClassName, SourceLocation ClassLocation); bool CheckForwardProtocolDeclarationForCircularDependency( IdentifierInfo *PName, SourceLocation &PLoc, SourceLocation PrevLoc, const ObjCList<ObjCProtocolDecl> &PList); Decl *ActOnStartProtocolInterface( SourceLocation AtProtoInterfaceLoc, IdentifierInfo *ProtocolName, SourceLocation ProtocolLoc, Decl *const *ProtoRefNames, unsigned NumProtoRefs, const SourceLocation *ProtoLocs, SourceLocation EndProtoLoc, const ParsedAttributesView &AttrList); Decl *ActOnStartCategoryInterface( SourceLocation AtInterfaceLoc, IdentifierInfo *ClassName, SourceLocation ClassLoc, ObjCTypeParamList *typeParamList, IdentifierInfo *CategoryName, SourceLocation CategoryLoc, Decl *const *ProtoRefs, unsigned NumProtoRefs, const SourceLocation *ProtoLocs, SourceLocation EndProtoLoc, const ParsedAttributesView &AttrList); Decl *ActOnStartClassImplementation( SourceLocation AtClassImplLoc, IdentifierInfo *ClassName, SourceLocation ClassLoc, IdentifierInfo *SuperClassname, SourceLocation SuperClassLoc); Decl *ActOnStartCategoryImplementation(SourceLocation AtCatImplLoc, IdentifierInfo *ClassName, SourceLocation ClassLoc, IdentifierInfo *CatName, SourceLocation CatLoc); DeclGroupPtrTy ActOnFinishObjCImplementation(Decl *ObjCImpDecl, ArrayRef<Decl *> Decls); DeclGroupPtrTy ActOnForwardClassDeclaration(SourceLocation Loc, IdentifierInfo **IdentList, SourceLocation *IdentLocs, ArrayRef<ObjCTypeParamList *> TypeParamLists, unsigned NumElts); DeclGroupPtrTy ActOnForwardProtocolDeclaration(SourceLocation AtProtoclLoc, ArrayRef<IdentifierLocPair> IdentList, const ParsedAttributesView &attrList); void FindProtocolDeclaration(bool WarnOnDeclarations, bool ForObjCContainer, ArrayRef<IdentifierLocPair> ProtocolId, SmallVectorImpl<Decl *> &Protocols); void DiagnoseTypeArgsAndProtocols(IdentifierInfo *ProtocolId, SourceLocation ProtocolLoc, IdentifierInfo *TypeArgId, SourceLocation TypeArgLoc, bool SelectProtocolFirst = false); /// Given a list of identifiers (and their locations), resolve the /// names to either Objective-C protocol qualifiers or type /// arguments, as appropriate. void actOnObjCTypeArgsOrProtocolQualifiers( Scope *S, ParsedType baseType, SourceLocation lAngleLoc, ArrayRef<IdentifierInfo *> identifiers, ArrayRef<SourceLocation> identifierLocs, SourceLocation rAngleLoc, SourceLocation &typeArgsLAngleLoc, SmallVectorImpl<ParsedType> &typeArgs, SourceLocation &typeArgsRAngleLoc, SourceLocation &protocolLAngleLoc, SmallVectorImpl<Decl *> &protocols, SourceLocation &protocolRAngleLoc, bool warnOnIncompleteProtocols); /// Build a an Objective-C protocol-qualified 'id' type where no /// base type was specified. TypeResult actOnObjCProtocolQualifierType( SourceLocation lAngleLoc, ArrayRef<Decl *> protocols, ArrayRef<SourceLocation> protocolLocs, SourceLocation rAngleLoc); /// Build a specialized and/or protocol-qualified Objective-C type. TypeResult actOnObjCTypeArgsAndProtocolQualifiers( Scope *S, SourceLocation Loc, ParsedType BaseType, SourceLocation TypeArgsLAngleLoc, ArrayRef<ParsedType> TypeArgs, SourceLocation TypeArgsRAngleLoc, SourceLocation ProtocolLAngleLoc, ArrayRef<Decl *> Protocols, ArrayRef<SourceLocation> ProtocolLocs, SourceLocation ProtocolRAngleLoc); /// Build an Objective-C type parameter type. QualType BuildObjCTypeParamType(const ObjCTypeParamDecl *Decl, SourceLocation ProtocolLAngleLoc, ArrayRef<ObjCProtocolDecl *> Protocols, ArrayRef<SourceLocation> ProtocolLocs, SourceLocation ProtocolRAngleLoc, bool FailOnError = false); /// Build an Objective-C object pointer type. QualType BuildObjCObjectType(QualType BaseType, SourceLocation Loc, SourceLocation TypeArgsLAngleLoc, ArrayRef<TypeSourceInfo *> TypeArgs, SourceLocation TypeArgsRAngleLoc, SourceLocation ProtocolLAngleLoc, ArrayRef<ObjCProtocolDecl *> Protocols, ArrayRef<SourceLocation> ProtocolLocs, SourceLocation ProtocolRAngleLoc, bool FailOnError = false); /// Check the application of the Objective-C '__kindof' qualifier to /// the given type. bool checkObjCKindOfType(QualType &type, SourceLocation loc); /// Ensure attributes are consistent with type. /// \param [in, out] Attributes The attributes to check; they will /// be modified to be consistent with \p PropertyTy. void CheckObjCPropertyAttributes(Decl *PropertyPtrTy, SourceLocation Loc, unsigned &Attributes, bool propertyInPrimaryClass); /// Process the specified property declaration and create decls for the /// setters and getters as needed. /// \param property The property declaration being processed void ProcessPropertyDecl(ObjCPropertyDecl *property); void DiagnosePropertyMismatch(ObjCPropertyDecl *Property, ObjCPropertyDecl *SuperProperty, const IdentifierInfo *Name, bool OverridingProtocolProperty); void DiagnoseClassExtensionDupMethods(ObjCCategoryDecl *CAT, ObjCInterfaceDecl *ID); Decl *ActOnAtEnd(Scope *S, SourceRange AtEnd, ArrayRef<Decl *> allMethods = None, ArrayRef<DeclGroupPtrTy> allTUVars = None); Decl *ActOnProperty(Scope *S, SourceLocation AtLoc, SourceLocation LParenLoc, FieldDeclarator &FD, ObjCDeclSpec &ODS, Selector GetterSel, Selector SetterSel, tok::ObjCKeywordKind MethodImplKind, DeclContext *lexicalDC = nullptr); Decl *ActOnPropertyImplDecl(Scope *S, SourceLocation AtLoc, SourceLocation PropertyLoc, bool ImplKind, IdentifierInfo *PropertyId, IdentifierInfo *PropertyIvar, SourceLocation PropertyIvarLoc, ObjCPropertyQueryKind QueryKind); enum ObjCSpecialMethodKind { OSMK_None, OSMK_Alloc, OSMK_New, OSMK_Copy, OSMK_RetainingInit, OSMK_NonRetainingInit }; struct ObjCArgInfo { IdentifierInfo *Name; SourceLocation NameLoc; // The Type is null if no type was specified, and the DeclSpec is invalid // in this case. ParsedType Type; ObjCDeclSpec DeclSpec; /// ArgAttrs - Attribute list for this argument. ParsedAttributesView ArgAttrs; }; Decl *ActOnMethodDeclaration( Scope *S, SourceLocation BeginLoc, // location of the + or -. SourceLocation EndLoc, // location of the ; or {. tok::TokenKind MethodType, ObjCDeclSpec &ReturnQT, ParsedType ReturnType, ArrayRef<SourceLocation> SelectorLocs, Selector Sel, // optional arguments. The number of types/arguments is obtained // from the Sel.getNumArgs(). ObjCArgInfo *ArgInfo, DeclaratorChunk::ParamInfo *CParamInfo, unsigned CNumArgs, // c-style args const ParsedAttributesView &AttrList, tok::ObjCKeywordKind MethodImplKind, bool isVariadic, bool MethodDefinition); ObjCMethodDecl *LookupMethodInQualifiedType(Selector Sel, const ObjCObjectPointerType *OPT, bool IsInstance); ObjCMethodDecl *LookupMethodInObjectType(Selector Sel, QualType Ty, bool IsInstance); bool CheckARCMethodDecl(ObjCMethodDecl *method); bool inferObjCARCLifetime(ValueDecl *decl); ExprResult HandleExprPropertyRefExpr(const ObjCObjectPointerType *OPT, Expr *BaseExpr, SourceLocation OpLoc, DeclarationName MemberName, SourceLocation MemberLoc, SourceLocation SuperLoc, QualType SuperType, bool Super); ExprResult ActOnClassPropertyRefExpr(IdentifierInfo &receiverName, IdentifierInfo &propertyName, SourceLocation receiverNameLoc, SourceLocation propertyNameLoc); ObjCMethodDecl *tryCaptureObjCSelf(SourceLocation Loc); /// Describes the kind of message expression indicated by a message /// send that starts with an identifier. enum ObjCMessageKind { /// The message is sent to 'super'. ObjCSuperMessage, /// The message is an instance message. ObjCInstanceMessage, /// The message is a class message, and the identifier is a type /// name. ObjCClassMessage }; ObjCMessageKind getObjCMessageKind(Scope *S, IdentifierInfo *Name, SourceLocation NameLoc, bool IsSuper, bool HasTrailingDot, ParsedType &ReceiverType); ExprResult ActOnSuperMessage(Scope *S, SourceLocation SuperLoc, Selector Sel, SourceLocation LBracLoc, ArrayRef<SourceLocation> SelectorLocs, SourceLocation RBracLoc, MultiExprArg Args); ExprResult BuildClassMessage(TypeSourceInfo *ReceiverTypeInfo, QualType ReceiverType, SourceLocation SuperLoc, Selector Sel, ObjCMethodDecl *Method, SourceLocation LBracLoc, ArrayRef<SourceLocation> SelectorLocs, SourceLocation RBracLoc, MultiExprArg Args, bool isImplicit = false); ExprResult BuildClassMessageImplicit(QualType ReceiverType, bool isSuperReceiver, SourceLocation Loc, Selector Sel, ObjCMethodDecl *Method, MultiExprArg Args); ExprResult ActOnClassMessage(Scope *S, ParsedType Receiver, Selector Sel, SourceLocation LBracLoc, ArrayRef<SourceLocation> SelectorLocs, SourceLocation RBracLoc, MultiExprArg Args); ExprResult BuildInstanceMessage(Expr *Receiver, QualType ReceiverType, SourceLocation SuperLoc, Selector Sel, ObjCMethodDecl *Method, SourceLocation LBracLoc, ArrayRef<SourceLocation> SelectorLocs, SourceLocation RBracLoc, MultiExprArg Args, bool isImplicit = false); ExprResult BuildInstanceMessageImplicit(Expr *Receiver, QualType ReceiverType, SourceLocation Loc, Selector Sel, ObjCMethodDecl *Method, MultiExprArg Args); ExprResult ActOnInstanceMessage(Scope *S, Expr *Receiver, Selector Sel, SourceLocation LBracLoc, ArrayRef<SourceLocation> SelectorLocs, SourceLocation RBracLoc, MultiExprArg Args); ExprResult BuildObjCBridgedCast(SourceLocation LParenLoc, ObjCBridgeCastKind Kind, SourceLocation BridgeKeywordLoc, TypeSourceInfo *TSInfo, Expr *SubExpr); ExprResult ActOnObjCBridgedCast(Scope *S, SourceLocation LParenLoc, ObjCBridgeCastKind Kind, SourceLocation BridgeKeywordLoc, ParsedType Type, SourceLocation RParenLoc, Expr *SubExpr); void CheckTollFreeBridgeCast(QualType castType, Expr *castExpr); void CheckObjCBridgeRelatedCast(QualType castType, Expr *castExpr); bool CheckTollFreeBridgeStaticCast(QualType castType, Expr *castExpr, CastKind &Kind); bool checkObjCBridgeRelatedComponents(SourceLocation Loc, QualType DestType, QualType SrcType, ObjCInterfaceDecl *&RelatedClass, ObjCMethodDecl *&ClassMethod, ObjCMethodDecl *&InstanceMethod, TypedefNameDecl *&TDNDecl, bool CfToNs, bool Diagnose = true); bool CheckObjCBridgeRelatedConversions(SourceLocation Loc, QualType DestType, QualType SrcType, Expr *&SrcExpr, bool Diagnose = true); bool ConversionToObjCStringLiteralCheck(QualType DstType, Expr *&SrcExpr, bool Diagnose = true); bool checkInitMethod(ObjCMethodDecl *method, QualType receiverTypeIfCall); /// Check whether the given new method is a valid override of the /// given overridden method, and set any properties that should be inherited. void CheckObjCMethodOverride(ObjCMethodDecl *NewMethod, const ObjCMethodDecl *Overridden); /// Describes the compatibility of a result type with its method. enum ResultTypeCompatibilityKind { RTC_Compatible, RTC_Incompatible, RTC_Unknown }; void CheckObjCMethodOverrides(ObjCMethodDecl *ObjCMethod, ObjCInterfaceDecl *CurrentClass, ResultTypeCompatibilityKind RTC); enum PragmaOptionsAlignKind { POAK_Native, // #pragma options align=native POAK_Natural, // #pragma options align=natural POAK_Packed, // #pragma options align=packed POAK_Power, // #pragma options align=power POAK_Mac68k, // #pragma options align=mac68k POAK_Reset // #pragma options align=reset }; /// ActOnPragmaClangSection - Called on well formed \#pragma clang section void ActOnPragmaClangSection(SourceLocation PragmaLoc, PragmaClangSectionAction Action, PragmaClangSectionKind SecKind, StringRef SecName); /// ActOnPragmaOptionsAlign - Called on well formed \#pragma options align. void ActOnPragmaOptionsAlign(PragmaOptionsAlignKind Kind, SourceLocation PragmaLoc); /// ActOnPragmaPack - Called on well formed \#pragma pack(...). void ActOnPragmaPack(SourceLocation PragmaLoc, PragmaMsStackAction Action, StringRef SlotLabel, Expr *Alignment); enum class PragmaPackDiagnoseKind { NonDefaultStateAtInclude, ChangedStateAtExit }; void DiagnoseNonDefaultPragmaPack(PragmaPackDiagnoseKind Kind, SourceLocation IncludeLoc); void DiagnoseUnterminatedPragmaPack(); /// ActOnPragmaMSStruct - Called on well formed \#pragma ms_struct [on|off]. void ActOnPragmaMSStruct(PragmaMSStructKind Kind); /// ActOnPragmaMSComment - Called on well formed /// \#pragma comment(kind, "arg"). void ActOnPragmaMSComment(SourceLocation CommentLoc, PragmaMSCommentKind Kind, StringRef Arg); /// ActOnPragmaMSPointersToMembers - called on well formed \#pragma /// pointers_to_members(representation method[, general purpose /// representation]). void ActOnPragmaMSPointersToMembers( LangOptions::PragmaMSPointersToMembersKind Kind, SourceLocation PragmaLoc); /// Called on well formed \#pragma vtordisp(). void ActOnPragmaMSVtorDisp(PragmaMsStackAction Action, SourceLocation PragmaLoc, MSVtorDispAttr::Mode Value); enum PragmaSectionKind { PSK_DataSeg, PSK_BSSSeg, PSK_ConstSeg, PSK_CodeSeg, }; bool UnifySection(StringRef SectionName, int SectionFlags, DeclaratorDecl *TheDecl); bool UnifySection(StringRef SectionName, int SectionFlags, SourceLocation PragmaSectionLocation); /// Called on well formed \#pragma bss_seg/data_seg/const_seg/code_seg. void ActOnPragmaMSSeg(SourceLocation PragmaLocation, PragmaMsStackAction Action, llvm::StringRef StackSlotLabel, StringLiteral *SegmentName, llvm::StringRef PragmaName); /// Called on well formed \#pragma section(). void ActOnPragmaMSSection(SourceLocation PragmaLocation, int SectionFlags, StringLiteral *SegmentName); /// Called on well-formed \#pragma init_seg(). void ActOnPragmaMSInitSeg(SourceLocation PragmaLocation, StringLiteral *SegmentName); /// Called on #pragma clang __debug dump II void ActOnPragmaDump(Scope *S, SourceLocation Loc, IdentifierInfo *II); /// ActOnPragmaDetectMismatch - Call on well-formed \#pragma detect_mismatch void ActOnPragmaDetectMismatch(SourceLocation Loc, StringRef Name, StringRef Value); /// ActOnPragmaUnused - Called on well-formed '\#pragma unused'. void ActOnPragmaUnused(const Token &Identifier, Scope *curScope, SourceLocation PragmaLoc); /// ActOnPragmaVisibility - Called on well formed \#pragma GCC visibility... . void ActOnPragmaVisibility(const IdentifierInfo* VisType, SourceLocation PragmaLoc); NamedDecl *DeclClonePragmaWeak(NamedDecl *ND, IdentifierInfo *II, SourceLocation Loc); void DeclApplyPragmaWeak(Scope *S, NamedDecl *ND, WeakInfo &W); /// ActOnPragmaWeakID - Called on well formed \#pragma weak ident. void ActOnPragmaWeakID(IdentifierInfo* WeakName, SourceLocation PragmaLoc, SourceLocation WeakNameLoc); /// ActOnPragmaRedefineExtname - Called on well formed /// \#pragma redefine_extname oldname newname. void ActOnPragmaRedefineExtname(IdentifierInfo* WeakName, IdentifierInfo* AliasName, SourceLocation PragmaLoc, SourceLocation WeakNameLoc, SourceLocation AliasNameLoc); /// ActOnPragmaWeakAlias - Called on well formed \#pragma weak ident = ident. void ActOnPragmaWeakAlias(IdentifierInfo* WeakName, IdentifierInfo* AliasName, SourceLocation PragmaLoc, SourceLocation WeakNameLoc, SourceLocation AliasNameLoc); /// ActOnPragmaFPContract - Called on well formed /// \#pragma {STDC,OPENCL} FP_CONTRACT and /// \#pragma clang fp contract void ActOnPragmaFPContract(LangOptions::FPContractModeKind FPC); /// AddAlignmentAttributesForRecord - Adds any needed alignment attributes to /// a the record decl, to handle '\#pragma pack' and '\#pragma options align'. void AddAlignmentAttributesForRecord(RecordDecl *RD); /// AddMsStructLayoutForRecord - Adds ms_struct layout attribute to record. void AddMsStructLayoutForRecord(RecordDecl *RD); /// FreePackedContext - Deallocate and null out PackContext. void FreePackedContext(); /// PushNamespaceVisibilityAttr - Note that we've entered a /// namespace with a visibility attribute. void PushNamespaceVisibilityAttr(const VisibilityAttr *Attr, SourceLocation Loc); /// AddPushedVisibilityAttribute - If '\#pragma GCC visibility' was used, /// add an appropriate visibility attribute. void AddPushedVisibilityAttribute(Decl *RD); /// PopPragmaVisibility - Pop the top element of the visibility stack; used /// for '\#pragma GCC visibility' and visibility attributes on namespaces. void PopPragmaVisibility(bool IsNamespaceEnd, SourceLocation EndLoc); /// FreeVisContext - Deallocate and null out VisContext. void FreeVisContext(); /// AddCFAuditedAttribute - Check whether we're currently within /// '\#pragma clang arc_cf_code_audited' and, if so, consider adding /// the appropriate attribute. void AddCFAuditedAttribute(Decl *D); /// Called on well-formed '\#pragma clang attribute push'. void ActOnPragmaAttributePush(ParsedAttr &Attribute, SourceLocation PragmaLoc, attr::ParsedSubjectMatchRuleSet Rules); /// Called on well-formed '\#pragma clang attribute pop'. void ActOnPragmaAttributePop(SourceLocation PragmaLoc); /// Adds the attributes that have been specified using the /// '\#pragma clang attribute push' directives to the given declaration. void AddPragmaAttributes(Scope *S, Decl *D); void DiagnoseUnterminatedPragmaAttribute(); /// Called on well formed \#pragma clang optimize. void ActOnPragmaOptimize(bool On, SourceLocation PragmaLoc); /// Get the location for the currently active "\#pragma clang optimize /// off". If this location is invalid, then the state of the pragma is "on". SourceLocation getOptimizeOffPragmaLocation() const { return OptimizeOffPragmaLocation; } /// Only called on function definitions; if there is a pragma in scope /// with the effect of a range-based optnone, consider marking the function /// with attribute optnone. void AddRangeBasedOptnone(FunctionDecl *FD); /// Adds the 'optnone' attribute to the function declaration if there /// are no conflicts; Loc represents the location causing the 'optnone' /// attribute to be added (usually because of a pragma). void AddOptnoneAttributeIfNoConflicts(FunctionDecl *FD, SourceLocation Loc); /// AddAlignedAttr - Adds an aligned attribute to a particular declaration. void AddAlignedAttr(SourceRange AttrRange, Decl *D, Expr *E, unsigned SpellingListIndex, bool IsPackExpansion); void AddAlignedAttr(SourceRange AttrRange, Decl *D, TypeSourceInfo *T, unsigned SpellingListIndex, bool IsPackExpansion); /// AddAssumeAlignedAttr - Adds an assume_aligned attribute to a particular /// declaration. void AddAssumeAlignedAttr(SourceRange AttrRange, Decl *D, Expr *E, Expr *OE, unsigned SpellingListIndex); /// AddAllocAlignAttr - Adds an alloc_align attribute to a particular /// declaration. void AddAllocAlignAttr(SourceRange AttrRange, Decl *D, Expr *ParamExpr, unsigned SpellingListIndex); /// AddAlignValueAttr - Adds an align_value attribute to a particular /// declaration. void AddAlignValueAttr(SourceRange AttrRange, Decl *D, Expr *E, unsigned SpellingListIndex); /// AddLaunchBoundsAttr - Adds a launch_bounds attribute to a particular /// declaration. void AddLaunchBoundsAttr(SourceRange AttrRange, Decl *D, Expr *MaxThreads, Expr *MinBlocks, unsigned SpellingListIndex); /// AddModeAttr - Adds a mode attribute to a particular declaration. void AddModeAttr(SourceRange AttrRange, Decl *D, IdentifierInfo *Name, unsigned SpellingListIndex, bool InInstantiation = false); void AddParameterABIAttr(SourceRange AttrRange, Decl *D, ParameterABI ABI, unsigned SpellingListIndex); void AddNSConsumedAttr(SourceRange AttrRange, Decl *D, unsigned SpellingListIndex, bool isNSConsumed, bool isTemplateInstantiation); bool checkNSReturnsRetainedReturnType(SourceLocation loc, QualType type); //===--------------------------------------------------------------------===// // C++ Coroutines TS // bool ActOnCoroutineBodyStart(Scope *S, SourceLocation KwLoc, StringRef Keyword); ExprResult ActOnCoawaitExpr(Scope *S, SourceLocation KwLoc, Expr *E); ExprResult ActOnCoyieldExpr(Scope *S, SourceLocation KwLoc, Expr *E); StmtResult ActOnCoreturnStmt(Scope *S, SourceLocation KwLoc, Expr *E); ExprResult BuildResolvedCoawaitExpr(SourceLocation KwLoc, Expr *E, bool IsImplicit = false); ExprResult BuildUnresolvedCoawaitExpr(SourceLocation KwLoc, Expr *E, UnresolvedLookupExpr* Lookup); ExprResult BuildCoyieldExpr(SourceLocation KwLoc, Expr *E); StmtResult BuildCoreturnStmt(SourceLocation KwLoc, Expr *E, bool IsImplicit = false); StmtResult BuildCoroutineBodyStmt(CoroutineBodyStmt::CtorArgs); bool buildCoroutineParameterMoves(SourceLocation Loc); VarDecl *buildCoroutinePromise(SourceLocation Loc); void CheckCompletedCoroutineBody(FunctionDecl *FD, Stmt *&Body); ClassTemplateDecl *lookupCoroutineTraits(SourceLocation KwLoc, SourceLocation FuncLoc); //===--------------------------------------------------------------------===// // OpenCL extensions. // private: std::string CurrOpenCLExtension; /// Extensions required by an OpenCL type. llvm::DenseMap<const Type*, std::set<std::string>> OpenCLTypeExtMap; /// Extensions required by an OpenCL declaration. llvm::DenseMap<const Decl*, std::set<std::string>> OpenCLDeclExtMap; public: llvm::StringRef getCurrentOpenCLExtension() const { return CurrOpenCLExtension; } void setCurrentOpenCLExtension(llvm::StringRef Ext) { CurrOpenCLExtension = Ext; } /// Set OpenCL extensions for a type which can only be used when these /// OpenCL extensions are enabled. If \p Exts is empty, do nothing. /// \param Exts A space separated list of OpenCL extensions. void setOpenCLExtensionForType(QualType T, llvm::StringRef Exts); /// Set OpenCL extensions for a declaration which can only be /// used when these OpenCL extensions are enabled. If \p Exts is empty, do /// nothing. /// \param Exts A space separated list of OpenCL extensions. void setOpenCLExtensionForDecl(Decl *FD, llvm::StringRef Exts); /// Set current OpenCL extensions for a type which can only be used /// when these OpenCL extensions are enabled. If current OpenCL extension is /// empty, do nothing. void setCurrentOpenCLExtensionForType(QualType T); /// Set current OpenCL extensions for a declaration which /// can only be used when these OpenCL extensions are enabled. If current /// OpenCL extension is empty, do nothing. void setCurrentOpenCLExtensionForDecl(Decl *FD); bool isOpenCLDisabledDecl(Decl *FD); /// Check if type \p T corresponding to declaration specifier \p DS /// is disabled due to required OpenCL extensions being disabled. If so, /// emit diagnostics. /// \return true if type is disabled. bool checkOpenCLDisabledTypeDeclSpec(const DeclSpec &DS, QualType T); /// Check if declaration \p D used by expression \p E /// is disabled due to required OpenCL extensions being disabled. If so, /// emit diagnostics. /// \return true if type is disabled. bool checkOpenCLDisabledDecl(const NamedDecl &D, const Expr &E); //===--------------------------------------------------------------------===// // OpenMP directives and clauses. // private: void *VarDataSharingAttributesStack; /// Set to true inside '#pragma omp declare target' region. bool IsInOpenMPDeclareTargetContext = false; /// Initialization of data-sharing attributes stack. void InitDataSharingAttributesStack(); void DestroyDataSharingAttributesStack(); ExprResult VerifyPositiveIntegerConstantInClause(Expr *Op, OpenMPClauseKind CKind, bool StrictlyPositive = true); /// Returns OpenMP nesting level for current directive. unsigned getOpenMPNestingLevel() const; /// Adjusts the function scopes index for the target-based regions. void adjustOpenMPTargetScopeIndex(unsigned &FunctionScopesIndex, unsigned Level) const; /// Push new OpenMP function region for non-capturing function. void pushOpenMPFunctionRegion(); /// Pop OpenMP function region for non-capturing function. void popOpenMPFunctionRegion(const sema::FunctionScopeInfo *OldFSI); /// Checks if a type or a declaration is disabled due to the owning extension /// being disabled, and emits diagnostic messages if it is disabled. /// \param D type or declaration to be checked. /// \param DiagLoc source location for the diagnostic message. /// \param DiagInfo information to be emitted for the diagnostic message. /// \param SrcRange source range of the declaration. /// \param Map maps type or declaration to the extensions. /// \param Selector selects diagnostic message: 0 for type and 1 for /// declaration. /// \return true if the type or declaration is disabled. template <typename T, typename DiagLocT, typename DiagInfoT, typename MapT> bool checkOpenCLDisabledTypeOrDecl(T D, DiagLocT DiagLoc, DiagInfoT DiagInfo, MapT &Map, unsigned Selector = 0, SourceRange SrcRange = SourceRange()); public: /// Return true if the provided declaration \a VD should be captured by /// reference. /// \param Level Relative level of nested OpenMP construct for that the check /// is performed. bool isOpenMPCapturedByRef(const ValueDecl *D, unsigned Level) const; /// Check if the specified variable is used in one of the private /// clauses (private, firstprivate, lastprivate, reduction etc.) in OpenMP /// constructs. VarDecl *isOpenMPCapturedDecl(ValueDecl *D) const; ExprResult getOpenMPCapturedExpr(VarDecl *Capture, ExprValueKind VK, ExprObjectKind OK, SourceLocation Loc); /// Check if the specified variable is used in 'private' clause. /// \param Level Relative level of nested OpenMP construct for that the check /// is performed. bool isOpenMPPrivateDecl(const ValueDecl *D, unsigned Level) const; /// Sets OpenMP capture kind (OMPC_private, OMPC_firstprivate, OMPC_map etc.) /// for \p FD based on DSA for the provided corresponding captured declaration /// \p D. void setOpenMPCaptureKind(FieldDecl *FD, const ValueDecl *D, unsigned Level); /// Check if the specified variable is captured by 'target' directive. /// \param Level Relative level of nested OpenMP construct for that the check /// is performed. bool isOpenMPTargetCapturedDecl(const ValueDecl *D, unsigned Level) const; ExprResult PerformOpenMPImplicitIntegerConversion(SourceLocation OpLoc, Expr *Op); /// Called on start of new data sharing attribute block. void StartOpenMPDSABlock(OpenMPDirectiveKind K, const DeclarationNameInfo &DirName, Scope *CurScope, SourceLocation Loc); /// Start analysis of clauses. void StartOpenMPClause(OpenMPClauseKind K); /// End analysis of clauses. void EndOpenMPClause(); /// Called on end of data sharing attribute block. void EndOpenMPDSABlock(Stmt *CurDirective); /// Check if the current region is an OpenMP loop region and if it is, /// mark loop control variable, used in \p Init for loop initialization, as /// private by default. /// \param Init First part of the for loop. void ActOnOpenMPLoopInitialization(SourceLocation ForLoc, Stmt *Init); // OpenMP directives and clauses. /// Called on correct id-expression from the '#pragma omp /// threadprivate'. ExprResult ActOnOpenMPIdExpression(Scope *CurScope, CXXScopeSpec &ScopeSpec, const DeclarationNameInfo &Id); /// Called on well-formed '#pragma omp threadprivate'. DeclGroupPtrTy ActOnOpenMPThreadprivateDirective( SourceLocation Loc, ArrayRef<Expr *> VarList); /// Builds a new OpenMPThreadPrivateDecl and checks its correctness. OMPThreadPrivateDecl *CheckOMPThreadPrivateDecl(SourceLocation Loc, ArrayRef<Expr *> VarList); /// Check if the specified type is allowed to be used in 'omp declare /// reduction' construct. QualType ActOnOpenMPDeclareReductionType(SourceLocation TyLoc, TypeResult ParsedType); /// Called on start of '#pragma omp declare reduction'. DeclGroupPtrTy ActOnOpenMPDeclareReductionDirectiveStart( Scope *S, DeclContext *DC, DeclarationName Name, ArrayRef<std::pair<QualType, SourceLocation>> ReductionTypes, AccessSpecifier AS, Decl *PrevDeclInScope = nullptr); /// Initialize declare reduction construct initializer. void ActOnOpenMPDeclareReductionCombinerStart(Scope *S, Decl *D); /// Finish current declare reduction construct initializer. void ActOnOpenMPDeclareReductionCombinerEnd(Decl *D, Expr *Combiner); /// Initialize declare reduction construct initializer. /// \return omp_priv variable. VarDecl *ActOnOpenMPDeclareReductionInitializerStart(Scope *S, Decl *D); /// Finish current declare reduction construct initializer. void ActOnOpenMPDeclareReductionInitializerEnd(Decl *D, Expr *Initializer, VarDecl *OmpPrivParm); /// Called at the end of '#pragma omp declare reduction'. DeclGroupPtrTy ActOnOpenMPDeclareReductionDirectiveEnd( Scope *S, DeclGroupPtrTy DeclReductions, bool IsValid); /// Called on the start of target region i.e. '#pragma omp declare target'. bool ActOnStartOpenMPDeclareTargetDirective(SourceLocation Loc); /// Called at the end of target region i.e. '#pragme omp end declare target'. void ActOnFinishOpenMPDeclareTargetDirective(); /// Called on correct id-expression from the '#pragma omp declare target'. void ActOnOpenMPDeclareTargetName(Scope *CurScope, CXXScopeSpec &ScopeSpec, const DeclarationNameInfo &Id, OMPDeclareTargetDeclAttr::MapTypeTy MT, NamedDeclSetType &SameDirectiveDecls); /// Check declaration inside target region. void checkDeclIsAllowedInOpenMPTarget(Expr *E, Decl *D, SourceLocation IdLoc = SourceLocation()); /// Return true inside OpenMP declare target region. bool isInOpenMPDeclareTargetContext() const { return IsInOpenMPDeclareTargetContext; } /// Return true inside OpenMP target region. bool isInOpenMPTargetExecutionDirective() const; /// Return true if (un)supported features for the current target should be /// diagnosed if OpenMP (offloading) is enabled. bool shouldDiagnoseTargetSupportFromOpenMP() const { return !getLangOpts().OpenMPIsDevice || isInOpenMPDeclareTargetContext() || isInOpenMPTargetExecutionDirective(); } /// Return the number of captured regions created for an OpenMP directive. static int getOpenMPCaptureLevels(OpenMPDirectiveKind Kind); /// Initialization of captured region for OpenMP region. void ActOnOpenMPRegionStart(OpenMPDirectiveKind DKind, Scope *CurScope); /// End of OpenMP region. /// /// \param S Statement associated with the current OpenMP region. /// \param Clauses List of clauses for the current OpenMP region. /// /// \returns Statement for finished OpenMP region. StmtResult ActOnOpenMPRegionEnd(StmtResult S, ArrayRef<OMPClause *> Clauses); StmtResult ActOnOpenMPExecutableDirective( OpenMPDirectiveKind Kind, const DeclarationNameInfo &DirName, OpenMPDirectiveKind CancelRegion, ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp parallel' after parsing /// of the associated statement. StmtResult ActOnOpenMPParallelDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc); using VarsWithInheritedDSAType = llvm::SmallDenseMap<const ValueDecl *, const Expr *, 4>; /// Called on well-formed '\#pragma omp simd' after parsing /// of the associated statement. StmtResult ActOnOpenMPSimdDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp for' after parsing /// of the associated statement. StmtResult ActOnOpenMPForDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp for simd' after parsing /// of the associated statement. StmtResult ActOnOpenMPForSimdDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp sections' after parsing /// of the associated statement. StmtResult ActOnOpenMPSectionsDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp section' after parsing of the /// associated statement. StmtResult ActOnOpenMPSectionDirective(Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp single' after parsing of the /// associated statement. StmtResult ActOnOpenMPSingleDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp master' after parsing of the /// associated statement. StmtResult ActOnOpenMPMasterDirective(Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp critical' after parsing of the /// associated statement. StmtResult ActOnOpenMPCriticalDirective(const DeclarationNameInfo &DirName, ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp parallel for' after parsing /// of the associated statement. StmtResult ActOnOpenMPParallelForDirective( ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp parallel for simd' after /// parsing of the associated statement. StmtResult ActOnOpenMPParallelForSimdDirective( ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp parallel sections' after /// parsing of the associated statement. StmtResult ActOnOpenMPParallelSectionsDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp task' after parsing of the /// associated statement. StmtResult ActOnOpenMPTaskDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp taskyield'. StmtResult ActOnOpenMPTaskyieldDirective(SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp barrier'. StmtResult ActOnOpenMPBarrierDirective(SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp taskwait'. StmtResult ActOnOpenMPTaskwaitDirective(SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp taskgroup'. StmtResult ActOnOpenMPTaskgroupDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp flush'. StmtResult ActOnOpenMPFlushDirective(ArrayRef<OMPClause *> Clauses, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp ordered' after parsing of the /// associated statement. StmtResult ActOnOpenMPOrderedDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp atomic' after parsing of the /// associated statement. StmtResult ActOnOpenMPAtomicDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp target' after parsing of the /// associated statement. StmtResult ActOnOpenMPTargetDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp target data' after parsing of /// the associated statement. StmtResult ActOnOpenMPTargetDataDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp target enter data' after /// parsing of the associated statement. StmtResult ActOnOpenMPTargetEnterDataDirective(ArrayRef<OMPClause *> Clauses, SourceLocation StartLoc, SourceLocation EndLoc, Stmt *AStmt); /// Called on well-formed '\#pragma omp target exit data' after /// parsing of the associated statement. StmtResult ActOnOpenMPTargetExitDataDirective(ArrayRef<OMPClause *> Clauses, SourceLocation StartLoc, SourceLocation EndLoc, Stmt *AStmt); /// Called on well-formed '\#pragma omp target parallel' after /// parsing of the associated statement. StmtResult ActOnOpenMPTargetParallelDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp target parallel for' after /// parsing of the associated statement. StmtResult ActOnOpenMPTargetParallelForDirective( ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp teams' after parsing of the /// associated statement. StmtResult ActOnOpenMPTeamsDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp cancellation point'. StmtResult ActOnOpenMPCancellationPointDirective(SourceLocation StartLoc, SourceLocation EndLoc, OpenMPDirectiveKind CancelRegion); /// Called on well-formed '\#pragma omp cancel'. StmtResult ActOnOpenMPCancelDirective(ArrayRef<OMPClause *> Clauses, SourceLocation StartLoc, SourceLocation EndLoc, OpenMPDirectiveKind CancelRegion); /// Called on well-formed '\#pragma omp taskloop' after parsing of the /// associated statement. StmtResult ActOnOpenMPTaskLoopDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp taskloop simd' after parsing of /// the associated statement. StmtResult ActOnOpenMPTaskLoopSimdDirective( ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp distribute' after parsing /// of the associated statement. StmtResult ActOnOpenMPDistributeDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp target update'. StmtResult ActOnOpenMPTargetUpdateDirective(ArrayRef<OMPClause *> Clauses, SourceLocation StartLoc, SourceLocation EndLoc, Stmt *AStmt); /// Called on well-formed '\#pragma omp distribute parallel for' after /// parsing of the associated statement. StmtResult ActOnOpenMPDistributeParallelForDirective( ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp distribute parallel for simd' /// after parsing of the associated statement. StmtResult ActOnOpenMPDistributeParallelForSimdDirective( ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp distribute simd' after /// parsing of the associated statement. StmtResult ActOnOpenMPDistributeSimdDirective( ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp target parallel for simd' after /// parsing of the associated statement. StmtResult ActOnOpenMPTargetParallelForSimdDirective( ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp target simd' after parsing of /// the associated statement. StmtResult ActOnOpenMPTargetSimdDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp teams distribute' after parsing of /// the associated statement. StmtResult ActOnOpenMPTeamsDistributeDirective( ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp teams distribute simd' after parsing /// of the associated statement. StmtResult ActOnOpenMPTeamsDistributeSimdDirective( ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp teams distribute parallel for simd' /// after parsing of the associated statement. StmtResult ActOnOpenMPTeamsDistributeParallelForSimdDirective( ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp teams distribute parallel for' /// after parsing of the associated statement. StmtResult ActOnOpenMPTeamsDistributeParallelForDirective( ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp target teams' after parsing of the /// associated statement. StmtResult ActOnOpenMPTargetTeamsDirective(ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed '\#pragma omp target teams distribute' after parsing /// of the associated statement. StmtResult ActOnOpenMPTargetTeamsDistributeDirective( ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp target teams distribute parallel for' /// after parsing of the associated statement. StmtResult ActOnOpenMPTargetTeamsDistributeParallelForDirective( ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp target teams distribute parallel for /// simd' after parsing of the associated statement. StmtResult ActOnOpenMPTargetTeamsDistributeParallelForSimdDirective( ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Called on well-formed '\#pragma omp target teams distribute simd' after /// parsing of the associated statement. StmtResult ActOnOpenMPTargetTeamsDistributeSimdDirective( ArrayRef<OMPClause *> Clauses, Stmt *AStmt, SourceLocation StartLoc, SourceLocation EndLoc, VarsWithInheritedDSAType &VarsWithImplicitDSA); /// Checks correctness of linear modifiers. bool CheckOpenMPLinearModifier(OpenMPLinearClauseKind LinKind, SourceLocation LinLoc); /// Checks that the specified declaration matches requirements for the linear /// decls. bool CheckOpenMPLinearDecl(const ValueDecl *D, SourceLocation ELoc, OpenMPLinearClauseKind LinKind, QualType Type); /// Called on well-formed '\#pragma omp declare simd' after parsing of /// the associated method/function. DeclGroupPtrTy ActOnOpenMPDeclareSimdDirective( DeclGroupPtrTy DG, OMPDeclareSimdDeclAttr::BranchStateTy BS, Expr *Simdlen, ArrayRef<Expr *> Uniforms, ArrayRef<Expr *> Aligneds, ArrayRef<Expr *> Alignments, ArrayRef<Expr *> Linears, ArrayRef<unsigned> LinModifiers, ArrayRef<Expr *> Steps, SourceRange SR); OMPClause *ActOnOpenMPSingleExprClause(OpenMPClauseKind Kind, Expr *Expr, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'if' clause. OMPClause *ActOnOpenMPIfClause(OpenMPDirectiveKind NameModifier, Expr *Condition, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation NameModifierLoc, SourceLocation ColonLoc, SourceLocation EndLoc); /// Called on well-formed 'final' clause. OMPClause *ActOnOpenMPFinalClause(Expr *Condition, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'num_threads' clause. OMPClause *ActOnOpenMPNumThreadsClause(Expr *NumThreads, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'safelen' clause. OMPClause *ActOnOpenMPSafelenClause(Expr *Length, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'simdlen' clause. OMPClause *ActOnOpenMPSimdlenClause(Expr *Length, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'collapse' clause. OMPClause *ActOnOpenMPCollapseClause(Expr *NumForLoops, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'ordered' clause. OMPClause * ActOnOpenMPOrderedClause(SourceLocation StartLoc, SourceLocation EndLoc, SourceLocation LParenLoc = SourceLocation(), Expr *NumForLoops = nullptr); /// Called on well-formed 'grainsize' clause. OMPClause *ActOnOpenMPGrainsizeClause(Expr *Size, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'num_tasks' clause. OMPClause *ActOnOpenMPNumTasksClause(Expr *NumTasks, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'hint' clause. OMPClause *ActOnOpenMPHintClause(Expr *Hint, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); OMPClause *ActOnOpenMPSimpleClause(OpenMPClauseKind Kind, unsigned Argument, SourceLocation ArgumentLoc, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'default' clause. OMPClause *ActOnOpenMPDefaultClause(OpenMPDefaultClauseKind Kind, SourceLocation KindLoc, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'proc_bind' clause. OMPClause *ActOnOpenMPProcBindClause(OpenMPProcBindClauseKind Kind, SourceLocation KindLoc, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); OMPClause *ActOnOpenMPSingleExprWithArgClause( OpenMPClauseKind Kind, ArrayRef<unsigned> Arguments, Expr *Expr, SourceLocation StartLoc, SourceLocation LParenLoc, ArrayRef<SourceLocation> ArgumentsLoc, SourceLocation DelimLoc, SourceLocation EndLoc); /// Called on well-formed 'schedule' clause. OMPClause *ActOnOpenMPScheduleClause( OpenMPScheduleClauseModifier M1, OpenMPScheduleClauseModifier M2, OpenMPScheduleClauseKind Kind, Expr *ChunkSize, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation M1Loc, SourceLocation M2Loc, SourceLocation KindLoc, SourceLocation CommaLoc, SourceLocation EndLoc); OMPClause *ActOnOpenMPClause(OpenMPClauseKind Kind, SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed 'nowait' clause. OMPClause *ActOnOpenMPNowaitClause(SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed 'untied' clause. OMPClause *ActOnOpenMPUntiedClause(SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed 'mergeable' clause. OMPClause *ActOnOpenMPMergeableClause(SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed 'read' clause. OMPClause *ActOnOpenMPReadClause(SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed 'write' clause. OMPClause *ActOnOpenMPWriteClause(SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed 'update' clause. OMPClause *ActOnOpenMPUpdateClause(SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed 'capture' clause. OMPClause *ActOnOpenMPCaptureClause(SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed 'seq_cst' clause. OMPClause *ActOnOpenMPSeqCstClause(SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed 'threads' clause. OMPClause *ActOnOpenMPThreadsClause(SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed 'simd' clause. OMPClause *ActOnOpenMPSIMDClause(SourceLocation StartLoc, SourceLocation EndLoc); /// Called on well-formed 'nogroup' clause. OMPClause *ActOnOpenMPNogroupClause(SourceLocation StartLoc, SourceLocation EndLoc); OMPClause *ActOnOpenMPVarListClause( OpenMPClauseKind Kind, ArrayRef<Expr *> Vars, Expr *TailExpr, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation ColonLoc, SourceLocation EndLoc, CXXScopeSpec &ReductionIdScopeSpec, const DeclarationNameInfo &ReductionId, OpenMPDependClauseKind DepKind, OpenMPLinearClauseKind LinKind, OpenMPMapClauseKind MapTypeModifier, OpenMPMapClauseKind MapType, bool IsMapTypeImplicit, SourceLocation DepLinMapLoc); /// Called on well-formed 'private' clause. OMPClause *ActOnOpenMPPrivateClause(ArrayRef<Expr *> VarList, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'firstprivate' clause. OMPClause *ActOnOpenMPFirstprivateClause(ArrayRef<Expr *> VarList, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'lastprivate' clause. OMPClause *ActOnOpenMPLastprivateClause(ArrayRef<Expr *> VarList, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'shared' clause. OMPClause *ActOnOpenMPSharedClause(ArrayRef<Expr *> VarList, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'reduction' clause. OMPClause *ActOnOpenMPReductionClause( ArrayRef<Expr *> VarList, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation ColonLoc, SourceLocation EndLoc, CXXScopeSpec &ReductionIdScopeSpec, const DeclarationNameInfo &ReductionId, ArrayRef<Expr *> UnresolvedReductions = llvm::None); /// Called on well-formed 'task_reduction' clause. OMPClause *ActOnOpenMPTaskReductionClause( ArrayRef<Expr *> VarList, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation ColonLoc, SourceLocation EndLoc, CXXScopeSpec &ReductionIdScopeSpec, const DeclarationNameInfo &ReductionId, ArrayRef<Expr *> UnresolvedReductions = llvm::None); /// Called on well-formed 'in_reduction' clause. OMPClause *ActOnOpenMPInReductionClause( ArrayRef<Expr *> VarList, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation ColonLoc, SourceLocation EndLoc, CXXScopeSpec &ReductionIdScopeSpec, const DeclarationNameInfo &ReductionId, ArrayRef<Expr *> UnresolvedReductions = llvm::None); /// Called on well-formed 'linear' clause. OMPClause * ActOnOpenMPLinearClause(ArrayRef<Expr *> VarList, Expr *Step, SourceLocation StartLoc, SourceLocation LParenLoc, OpenMPLinearClauseKind LinKind, SourceLocation LinLoc, SourceLocation ColonLoc, SourceLocation EndLoc); /// Called on well-formed 'aligned' clause. OMPClause *ActOnOpenMPAlignedClause(ArrayRef<Expr *> VarList, Expr *Alignment, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation ColonLoc, SourceLocation EndLoc); /// Called on well-formed 'copyin' clause. OMPClause *ActOnOpenMPCopyinClause(ArrayRef<Expr *> VarList, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'copyprivate' clause. OMPClause *ActOnOpenMPCopyprivateClause(ArrayRef<Expr *> VarList, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'flush' pseudo clause. OMPClause *ActOnOpenMPFlushClause(ArrayRef<Expr *> VarList, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'depend' clause. OMPClause * ActOnOpenMPDependClause(OpenMPDependClauseKind DepKind, SourceLocation DepLoc, SourceLocation ColonLoc, ArrayRef<Expr *> VarList, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'device' clause. OMPClause *ActOnOpenMPDeviceClause(Expr *Device, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'map' clause. OMPClause * ActOnOpenMPMapClause(OpenMPMapClauseKind MapTypeModifier, OpenMPMapClauseKind MapType, bool IsMapTypeImplicit, SourceLocation MapLoc, SourceLocation ColonLoc, ArrayRef<Expr *> VarList, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'num_teams' clause. OMPClause *ActOnOpenMPNumTeamsClause(Expr *NumTeams, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'thread_limit' clause. OMPClause *ActOnOpenMPThreadLimitClause(Expr *ThreadLimit, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'priority' clause. OMPClause *ActOnOpenMPPriorityClause(Expr *Priority, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'dist_schedule' clause. OMPClause *ActOnOpenMPDistScheduleClause( OpenMPDistScheduleClauseKind Kind, Expr *ChunkSize, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation KindLoc, SourceLocation CommaLoc, SourceLocation EndLoc); /// Called on well-formed 'defaultmap' clause. OMPClause *ActOnOpenMPDefaultmapClause( OpenMPDefaultmapClauseModifier M, OpenMPDefaultmapClauseKind Kind, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation MLoc, SourceLocation KindLoc, SourceLocation EndLoc); /// Called on well-formed 'to' clause. OMPClause *ActOnOpenMPToClause(ArrayRef<Expr *> VarList, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'from' clause. OMPClause *ActOnOpenMPFromClause(ArrayRef<Expr *> VarList, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'use_device_ptr' clause. OMPClause *ActOnOpenMPUseDevicePtrClause(ArrayRef<Expr *> VarList, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// Called on well-formed 'is_device_ptr' clause. OMPClause *ActOnOpenMPIsDevicePtrClause(ArrayRef<Expr *> VarList, SourceLocation StartLoc, SourceLocation LParenLoc, SourceLocation EndLoc); /// The kind of conversion being performed. enum CheckedConversionKind { /// An implicit conversion. CCK_ImplicitConversion, /// A C-style cast. CCK_CStyleCast, /// A functional-style cast. CCK_FunctionalCast, /// A cast other than a C-style cast. CCK_OtherCast, /// A conversion for an operand of a builtin overloaded operator. CCK_ForBuiltinOverloadedOp }; static bool isCast(CheckedConversionKind CCK) { return CCK == CCK_CStyleCast || CCK == CCK_FunctionalCast || CCK == CCK_OtherCast; } /// ImpCastExprToType - If Expr is not of type 'Type', insert an implicit /// cast. If there is already an implicit cast, merge into the existing one. /// If isLvalue, the result of the cast is an lvalue. ExprResult ImpCastExprToType(Expr *E, QualType Type, CastKind CK, ExprValueKind VK = VK_RValue, const CXXCastPath *BasePath = nullptr, CheckedConversionKind CCK = CCK_ImplicitConversion); /// ScalarTypeToBooleanCastKind - Returns the cast kind corresponding /// to the conversion from scalar type ScalarTy to the Boolean type. static CastKind ScalarTypeToBooleanCastKind(QualType ScalarTy); /// IgnoredValueConversions - Given that an expression's result is /// syntactically ignored, perform any conversions that are /// required. ExprResult IgnoredValueConversions(Expr *E); // UsualUnaryConversions - promotes integers (C99 6.3.1.1p2) and converts // functions and arrays to their respective pointers (C99 6.3.2.1). ExprResult UsualUnaryConversions(Expr *E); /// CallExprUnaryConversions - a special case of an unary conversion /// performed on a function designator of a call expression. ExprResult CallExprUnaryConversions(Expr *E); // DefaultFunctionArrayConversion - converts functions and arrays // to their respective pointers (C99 6.3.2.1). ExprResult DefaultFunctionArrayConversion(Expr *E, bool Diagnose = true); // DefaultFunctionArrayLvalueConversion - converts functions and // arrays to their respective pointers and performs the // lvalue-to-rvalue conversion. ExprResult DefaultFunctionArrayLvalueConversion(Expr *E, bool Diagnose = true); // DefaultLvalueConversion - performs lvalue-to-rvalue conversion on // the operand. This is DefaultFunctionArrayLvalueConversion, // except that it assumes the operand isn't of function or array // type. ExprResult DefaultLvalueConversion(Expr *E); // DefaultArgumentPromotion (C99 6.5.2.2p6). Used for function calls that // do not have a prototype. Integer promotions are performed on each // argument, and arguments that have type float are promoted to double. ExprResult DefaultArgumentPromotion(Expr *E); /// If \p E is a prvalue denoting an unmaterialized temporary, materialize /// it as an xvalue. In C++98, the result will still be a prvalue, because /// we don't have xvalues there. ExprResult TemporaryMaterializationConversion(Expr *E); // Used for emitting the right warning by DefaultVariadicArgumentPromotion enum VariadicCallType { VariadicFunction, VariadicBlock, VariadicMethod, VariadicConstructor, VariadicDoesNotApply }; VariadicCallType getVariadicCallType(FunctionDecl *FDecl, const FunctionProtoType *Proto, Expr *Fn); // Used for determining in which context a type is allowed to be passed to a // vararg function. enum VarArgKind { VAK_Valid, VAK_ValidInCXX11, VAK_Undefined, VAK_MSVCUndefined, VAK_Invalid }; // Determines which VarArgKind fits an expression. VarArgKind isValidVarArgType(const QualType &Ty); /// Check to see if the given expression is a valid argument to a variadic /// function, issuing a diagnostic if not. void checkVariadicArgument(const Expr *E, VariadicCallType CT); /// Check to see if a given expression could have '.c_str()' called on it. bool hasCStrMethod(const Expr *E); /// GatherArgumentsForCall - Collector argument expressions for various /// form of call prototypes. bool GatherArgumentsForCall(SourceLocation CallLoc, FunctionDecl *FDecl, const FunctionProtoType *Proto, unsigned FirstParam, ArrayRef<Expr *> Args, SmallVectorImpl<Expr *> &AllArgs, VariadicCallType CallType = VariadicDoesNotApply, bool AllowExplicit = false, bool IsListInitialization = false); // DefaultVariadicArgumentPromotion - Like DefaultArgumentPromotion, but // will create a runtime trap if the resulting type is not a POD type. ExprResult DefaultVariadicArgumentPromotion(Expr *E, VariadicCallType CT, FunctionDecl *FDecl); // UsualArithmeticConversions - performs the UsualUnaryConversions on it's // operands and then handles various conversions that are common to binary // operators (C99 6.3.1.8). If both operands aren't arithmetic, this // routine returns the first non-arithmetic type found. The client is // responsible for emitting appropriate error diagnostics. QualType UsualArithmeticConversions(ExprResult &LHS, ExprResult &RHS, bool IsCompAssign = false); /// AssignConvertType - All of the 'assignment' semantic checks return this /// enum to indicate whether the assignment was allowed. These checks are /// done for simple assignments, as well as initialization, return from /// function, argument passing, etc. The query is phrased in terms of a /// source and destination type. enum AssignConvertType { /// Compatible - the types are compatible according to the standard. Compatible, /// PointerToInt - The assignment converts a pointer to an int, which we /// accept as an extension. PointerToInt, /// IntToPointer - The assignment converts an int to a pointer, which we /// accept as an extension. IntToPointer, /// FunctionVoidPointer - The assignment is between a function pointer and /// void*, which the standard doesn't allow, but we accept as an extension. FunctionVoidPointer, /// IncompatiblePointer - The assignment is between two pointers types that /// are not compatible, but we accept them as an extension. IncompatiblePointer, /// IncompatiblePointerSign - The assignment is between two pointers types /// which point to integers which have a different sign, but are otherwise /// identical. This is a subset of the above, but broken out because it's by /// far the most common case of incompatible pointers. IncompatiblePointerSign, /// CompatiblePointerDiscardsQualifiers - The assignment discards /// c/v/r qualifiers, which we accept as an extension. CompatiblePointerDiscardsQualifiers, /// IncompatiblePointerDiscardsQualifiers - The assignment /// discards qualifiers that we don't permit to be discarded, /// like address spaces. IncompatiblePointerDiscardsQualifiers, /// IncompatibleNestedPointerQualifiers - The assignment is between two /// nested pointer types, and the qualifiers other than the first two /// levels differ e.g. char ** -> const char **, but we accept them as an /// extension. IncompatibleNestedPointerQualifiers, /// IncompatibleVectors - The assignment is between two vector types that /// have the same size, which we accept as an extension. IncompatibleVectors, /// IntToBlockPointer - The assignment converts an int to a block /// pointer. We disallow this. IntToBlockPointer, /// IncompatibleBlockPointer - The assignment is between two block /// pointers types that are not compatible. IncompatibleBlockPointer, /// IncompatibleObjCQualifiedId - The assignment is between a qualified /// id type and something else (that is incompatible with it). For example, /// "id <XXX>" = "Foo *", where "Foo *" doesn't implement the XXX protocol. IncompatibleObjCQualifiedId, /// IncompatibleObjCWeakRef - Assigning a weak-unavailable object to an /// object with __weak qualifier. IncompatibleObjCWeakRef, /// Incompatible - We reject this conversion outright, it is invalid to /// represent it in the AST. Incompatible }; /// DiagnoseAssignmentResult - Emit a diagnostic, if required, for the /// assignment conversion type specified by ConvTy. This returns true if the /// conversion was invalid or false if the conversion was accepted. bool DiagnoseAssignmentResult(AssignConvertType ConvTy, SourceLocation Loc, QualType DstType, QualType SrcType, Expr *SrcExpr, AssignmentAction Action, bool *Complained = nullptr); /// IsValueInFlagEnum - Determine if a value is allowed as part of a flag /// enum. If AllowMask is true, then we also allow the complement of a valid /// value, to be used as a mask. bool IsValueInFlagEnum(const EnumDecl *ED, const llvm::APInt &Val, bool AllowMask) const; /// DiagnoseAssignmentEnum - Warn if assignment to enum is a constant /// integer not in the range of enum values. void DiagnoseAssignmentEnum(QualType DstType, QualType SrcType, Expr *SrcExpr); /// CheckAssignmentConstraints - Perform type checking for assignment, /// argument passing, variable initialization, and function return values. /// C99 6.5.16. AssignConvertType CheckAssignmentConstraints(SourceLocation Loc, QualType LHSType, QualType RHSType); /// Check assignment constraints and optionally prepare for a conversion of /// the RHS to the LHS type. The conversion is prepared for if ConvertRHS /// is true. AssignConvertType CheckAssignmentConstraints(QualType LHSType, ExprResult &RHS, CastKind &Kind, bool ConvertRHS = true); /// Check assignment constraints for an assignment of RHS to LHSType. /// /// \param LHSType The destination type for the assignment. /// \param RHS The source expression for the assignment. /// \param Diagnose If \c true, diagnostics may be produced when checking /// for assignability. If a diagnostic is produced, \p RHS will be /// set to ExprError(). Note that this function may still return /// without producing a diagnostic, even for an invalid assignment. /// \param DiagnoseCFAudited If \c true, the target is a function parameter /// in an audited Core Foundation API and does not need to be checked /// for ARC retain issues. /// \param ConvertRHS If \c true, \p RHS will be updated to model the /// conversions necessary to perform the assignment. If \c false, /// \p Diagnose must also be \c false. AssignConvertType CheckSingleAssignmentConstraints( QualType LHSType, ExprResult &RHS, bool Diagnose = true, bool DiagnoseCFAudited = false, bool ConvertRHS = true); // If the lhs type is a transparent union, check whether we // can initialize the transparent union with the given expression. AssignConvertType CheckTransparentUnionArgumentConstraints(QualType ArgType, ExprResult &RHS); bool IsStringLiteralToNonConstPointerConversion(Expr *From, QualType ToType); bool CheckExceptionSpecCompatibility(Expr *From, QualType ToType); ExprResult PerformImplicitConversion(Expr *From, QualType ToType, AssignmentAction Action, bool AllowExplicit = false); ExprResult PerformImplicitConversion(Expr *From, QualType ToType, AssignmentAction Action, bool AllowExplicit, ImplicitConversionSequence& ICS); ExprResult PerformImplicitConversion(Expr *From, QualType ToType, const ImplicitConversionSequence& ICS, AssignmentAction Action, CheckedConversionKind CCK = CCK_ImplicitConversion); ExprResult PerformImplicitConversion(Expr *From, QualType ToType, const StandardConversionSequence& SCS, AssignmentAction Action, CheckedConversionKind CCK); /// the following "Check" methods will return a valid/converted QualType /// or a null QualType (indicating an error diagnostic was issued). /// type checking binary operators (subroutines of CreateBuiltinBinOp). QualType InvalidOperands(SourceLocation Loc, ExprResult &LHS, ExprResult &RHS); QualType InvalidLogicalVectorOperands(SourceLocation Loc, ExprResult &LHS, ExprResult &RHS); QualType CheckPointerToMemberOperands( // C++ 5.5 ExprResult &LHS, ExprResult &RHS, ExprValueKind &VK, SourceLocation OpLoc, bool isIndirect); QualType CheckMultiplyDivideOperands( // C99 6.5.5 ExprResult &LHS, ExprResult &RHS, SourceLocation Loc, bool IsCompAssign, bool IsDivide); QualType CheckRemainderOperands( // C99 6.5.5 ExprResult &LHS, ExprResult &RHS, SourceLocation Loc, bool IsCompAssign = false); QualType CheckAdditionOperands( // C99 6.5.6 ExprResult &LHS, ExprResult &RHS, SourceLocation Loc, BinaryOperatorKind Opc, QualType* CompLHSTy = nullptr); QualType CheckSubtractionOperands( // C99 6.5.6 ExprResult &LHS, ExprResult &RHS, SourceLocation Loc, QualType* CompLHSTy = nullptr); QualType CheckShiftOperands( // C99 6.5.7 ExprResult &LHS, ExprResult &RHS, SourceLocation Loc, BinaryOperatorKind Opc, bool IsCompAssign = false); QualType CheckCompareOperands( // C99 6.5.8/9 ExprResult &LHS, ExprResult &RHS, SourceLocation Loc, BinaryOperatorKind Opc); QualType CheckBitwiseOperands( // C99 6.5.[10...12] ExprResult &LHS, ExprResult &RHS, SourceLocation Loc, BinaryOperatorKind Opc); QualType CheckLogicalOperands( // C99 6.5.[13,14] ExprResult &LHS, ExprResult &RHS, SourceLocation Loc, BinaryOperatorKind Opc); // CheckAssignmentOperands is used for both simple and compound assignment. // For simple assignment, pass both expressions and a null converted type. // For compound assignment, pass both expressions and the converted type. QualType CheckAssignmentOperands( // C99 6.5.16.[1,2] Expr *LHSExpr, ExprResult &RHS, SourceLocation Loc, QualType CompoundType); ExprResult checkPseudoObjectIncDec(Scope *S, SourceLocation OpLoc, UnaryOperatorKind Opcode, Expr *Op); ExprResult checkPseudoObjectAssignment(Scope *S, SourceLocation OpLoc, BinaryOperatorKind Opcode, Expr *LHS, Expr *RHS); ExprResult checkPseudoObjectRValue(Expr *E); Expr *recreateSyntacticForm(PseudoObjectExpr *E); QualType CheckConditionalOperands( // C99 6.5.15 ExprResult &Cond, ExprResult &LHS, ExprResult &RHS, ExprValueKind &VK, ExprObjectKind &OK, SourceLocation QuestionLoc); QualType CXXCheckConditionalOperands( // C++ 5.16 ExprResult &cond, ExprResult &lhs, ExprResult &rhs, ExprValueKind &VK, ExprObjectKind &OK, SourceLocation questionLoc); QualType FindCompositePointerType(SourceLocation Loc, Expr *&E1, Expr *&E2, bool ConvertArgs = true); QualType FindCompositePointerType(SourceLocation Loc, ExprResult &E1, ExprResult &E2, bool ConvertArgs = true) { Expr *E1Tmp = E1.get(), *E2Tmp = E2.get(); QualType Composite = FindCompositePointerType(Loc, E1Tmp, E2Tmp, ConvertArgs); E1 = E1Tmp; E2 = E2Tmp; return Composite; } QualType FindCompositeObjCPointerType(ExprResult &LHS, ExprResult &RHS, SourceLocation QuestionLoc); bool DiagnoseConditionalForNull(Expr *LHSExpr, Expr *RHSExpr, SourceLocation QuestionLoc); void DiagnoseAlwaysNonNullPointer(Expr *E, Expr::NullPointerConstantKind NullType, bool IsEqual, SourceRange Range); /// type checking for vector binary operators. QualType CheckVectorOperands(ExprResult &LHS, ExprResult &RHS, SourceLocation Loc, bool IsCompAssign, bool AllowBothBool, bool AllowBoolConversion); QualType GetSignedVectorType(QualType V); QualType CheckVectorCompareOperands(ExprResult &LHS, ExprResult &RHS, SourceLocation Loc, BinaryOperatorKind Opc); QualType CheckVectorLogicalOperands(ExprResult &LHS, ExprResult &RHS, SourceLocation Loc); bool areLaxCompatibleVectorTypes(QualType srcType, QualType destType); bool isLaxVectorConversion(QualType srcType, QualType destType); /// type checking declaration initializers (C99 6.7.8) bool CheckForConstantInitializer(Expr *e, QualType t); // type checking C++ declaration initializers (C++ [dcl.init]). /// ReferenceCompareResult - Expresses the result of comparing two /// types (cv1 T1 and cv2 T2) to determine their compatibility for the /// purposes of initialization by reference (C++ [dcl.init.ref]p4). enum ReferenceCompareResult { /// Ref_Incompatible - The two types are incompatible, so direct /// reference binding is not possible. Ref_Incompatible = 0, /// Ref_Related - The two types are reference-related, which means /// that their unqualified forms (T1 and T2) are either the same /// or T1 is a base class of T2. Ref_Related, /// Ref_Compatible - The two types are reference-compatible. Ref_Compatible }; ReferenceCompareResult CompareReferenceRelationship(SourceLocation Loc, QualType T1, QualType T2, bool &DerivedToBase, bool &ObjCConversion, bool &ObjCLifetimeConversion); ExprResult checkUnknownAnyCast(SourceRange TypeRange, QualType CastType, Expr *CastExpr, CastKind &CastKind, ExprValueKind &VK, CXXCastPath &Path); /// Force an expression with unknown-type to an expression of the /// given type. ExprResult forceUnknownAnyToType(Expr *E, QualType ToType); /// Type-check an expression that's being passed to an /// __unknown_anytype parameter. ExprResult checkUnknownAnyArg(SourceLocation callLoc, Expr *result, QualType &paramType); // CheckVectorCast - check type constraints for vectors. // Since vectors are an extension, there are no C standard reference for this. // We allow casting between vectors and integer datatypes of the same size. // returns true if the cast is invalid bool CheckVectorCast(SourceRange R, QualType VectorTy, QualType Ty, CastKind &Kind); /// Prepare `SplattedExpr` for a vector splat operation, adding /// implicit casts if necessary. ExprResult prepareVectorSplat(QualType VectorTy, Expr *SplattedExpr); // CheckExtVectorCast - check type constraints for extended vectors. // Since vectors are an extension, there are no C standard reference for this. // We allow casting between vectors and integer datatypes of the same size, // or vectors and the element type of that vector. // returns the cast expr ExprResult CheckExtVectorCast(SourceRange R, QualType DestTy, Expr *CastExpr, CastKind &Kind); ExprResult BuildCXXFunctionalCastExpr(TypeSourceInfo *TInfo, QualType Type, SourceLocation LParenLoc, Expr *CastExpr, SourceLocation RParenLoc); enum ARCConversionResult { ACR_okay, ACR_unbridged, ACR_error }; /// Checks for invalid conversions and casts between /// retainable pointers and other pointer kinds for ARC and Weak. ARCConversionResult CheckObjCConversion(SourceRange castRange, QualType castType, Expr *&op, CheckedConversionKind CCK, bool Diagnose = true, bool DiagnoseCFAudited = false, BinaryOperatorKind Opc = BO_PtrMemD ); Expr *stripARCUnbridgedCast(Expr *e); void diagnoseARCUnbridgedCast(Expr *e); bool CheckObjCARCUnavailableWeakConversion(QualType castType, QualType ExprType); /// checkRetainCycles - Check whether an Objective-C message send /// might create an obvious retain cycle. void checkRetainCycles(ObjCMessageExpr *msg); void checkRetainCycles(Expr *receiver, Expr *argument); void checkRetainCycles(VarDecl *Var, Expr *Init); /// checkUnsafeAssigns - Check whether +1 expr is being assigned /// to weak/__unsafe_unretained type. bool checkUnsafeAssigns(SourceLocation Loc, QualType LHS, Expr *RHS); /// checkUnsafeExprAssigns - Check whether +1 expr is being assigned /// to weak/__unsafe_unretained expression. void checkUnsafeExprAssigns(SourceLocation Loc, Expr *LHS, Expr *RHS); /// CheckMessageArgumentTypes - Check types in an Obj-C message send. /// \param Method - May be null. /// \param [out] ReturnType - The return type of the send. /// \return true iff there were any incompatible types. bool CheckMessageArgumentTypes(QualType ReceiverType, MultiExprArg Args, Selector Sel, ArrayRef<SourceLocation> SelectorLocs, ObjCMethodDecl *Method, bool isClassMessage, bool isSuperMessage, SourceLocation lbrac, SourceLocation rbrac, SourceRange RecRange, QualType &ReturnType, ExprValueKind &VK); /// Determine the result of a message send expression based on /// the type of the receiver, the method expected to receive the message, /// and the form of the message send. QualType getMessageSendResultType(QualType ReceiverType, ObjCMethodDecl *Method, bool isClassMessage, bool isSuperMessage); /// If the given expression involves a message send to a method /// with a related result type, emit a note describing what happened. void EmitRelatedResultTypeNote(const Expr *E); /// Given that we had incompatible pointer types in a return /// statement, check whether we're in a method with a related result /// type, and if so, emit a note describing what happened. void EmitRelatedResultTypeNoteForReturn(QualType destType); class ConditionResult { Decl *ConditionVar; FullExprArg Condition; bool Invalid; bool HasKnownValue; bool KnownValue; friend class Sema; ConditionResult(Sema &S, Decl *ConditionVar, FullExprArg Condition, bool IsConstexpr) : ConditionVar(ConditionVar), Condition(Condition), Invalid(false), HasKnownValue(IsConstexpr && Condition.get() && !Condition.get()->isValueDependent()), KnownValue(HasKnownValue && !!Condition.get()->EvaluateKnownConstInt(S.Context)) {} explicit ConditionResult(bool Invalid) : ConditionVar(nullptr), Condition(nullptr), Invalid(Invalid), HasKnownValue(false), KnownValue(false) {} public: ConditionResult() : ConditionResult(false) {} bool isInvalid() const { return Invalid; } std::pair<VarDecl *, Expr *> get() const { return std::make_pair(cast_or_null<VarDecl>(ConditionVar), Condition.get()); } llvm::Optional<bool> getKnownValue() const { if (!HasKnownValue) return None; return KnownValue; } }; static ConditionResult ConditionError() { return ConditionResult(true); } enum class ConditionKind { Boolean, ///< A boolean condition, from 'if', 'while', 'for', or 'do'. ConstexprIf, ///< A constant boolean condition from 'if constexpr'. Switch ///< An integral condition for a 'switch' statement. }; ConditionResult ActOnCondition(Scope *S, SourceLocation Loc, Expr *SubExpr, ConditionKind CK); ConditionResult ActOnConditionVariable(Decl *ConditionVar, SourceLocation StmtLoc, ConditionKind CK); DeclResult ActOnCXXConditionDeclaration(Scope *S, Declarator &D); ExprResult CheckConditionVariable(VarDecl *ConditionVar, SourceLocation StmtLoc, ConditionKind CK); ExprResult CheckSwitchCondition(SourceLocation SwitchLoc, Expr *Cond); /// CheckBooleanCondition - Diagnose problems involving the use of /// the given expression as a boolean condition (e.g. in an if /// statement). Also performs the standard function and array /// decays, possibly changing the input variable. /// /// \param Loc - A location associated with the condition, e.g. the /// 'if' keyword. /// \return true iff there were any errors ExprResult CheckBooleanCondition(SourceLocation Loc, Expr *E, bool IsConstexpr = false); /// DiagnoseAssignmentAsCondition - Given that an expression is /// being used as a boolean condition, warn if it's an assignment. void DiagnoseAssignmentAsCondition(Expr *E); /// Redundant parentheses over an equality comparison can indicate /// that the user intended an assignment used as condition. void DiagnoseEqualityWithExtraParens(ParenExpr *ParenE); /// CheckCXXBooleanCondition - Returns true if conversion to bool is invalid. ExprResult CheckCXXBooleanCondition(Expr *CondExpr, bool IsConstexpr = false); /// ConvertIntegerToTypeWarnOnOverflow - Convert the specified APInt to have /// the specified width and sign. If an overflow occurs, detect it and emit /// the specified diagnostic. void ConvertIntegerToTypeWarnOnOverflow(llvm::APSInt &OldVal, unsigned NewWidth, bool NewSign, SourceLocation Loc, unsigned DiagID); /// Checks that the Objective-C declaration is declared in the global scope. /// Emits an error and marks the declaration as invalid if it's not declared /// in the global scope. bool CheckObjCDeclScope(Decl *D); /// Abstract base class used for diagnosing integer constant /// expression violations. class VerifyICEDiagnoser { public: bool Suppress; VerifyICEDiagnoser(bool Suppress = false) : Suppress(Suppress) { } virtual void diagnoseNotICE(Sema &S, SourceLocation Loc, SourceRange SR) =0; virtual void diagnoseFold(Sema &S, SourceLocation Loc, SourceRange SR); virtual ~VerifyICEDiagnoser() { } }; /// VerifyIntegerConstantExpression - Verifies that an expression is an ICE, /// and reports the appropriate diagnostics. Returns false on success. /// Can optionally return the value of the expression. ExprResult VerifyIntegerConstantExpression(Expr *E, llvm::APSInt *Result, VerifyICEDiagnoser &Diagnoser, bool AllowFold = true); ExprResult VerifyIntegerConstantExpression(Expr *E, llvm::APSInt *Result, unsigned DiagID, bool AllowFold = true); ExprResult VerifyIntegerConstantExpression(Expr *E, llvm::APSInt *Result = nullptr); /// VerifyBitField - verifies that a bit field expression is an ICE and has /// the correct width, and that the field type is valid. /// Returns false on success. /// Can optionally return whether the bit-field is of width 0 ExprResult VerifyBitField(SourceLocation FieldLoc, IdentifierInfo *FieldName, QualType FieldTy, bool IsMsStruct, Expr *BitWidth, bool *ZeroWidth = nullptr); private: unsigned ForceCUDAHostDeviceDepth = 0; public: /// Increments our count of the number of times we've seen a pragma forcing /// functions to be __host__ __device__. So long as this count is greater /// than zero, all functions encountered will be __host__ __device__. void PushForceCUDAHostDevice(); /// Decrements our count of the number of times we've seen a pragma forcing /// functions to be __host__ __device__. Returns false if the count is 0 /// before incrementing, so you can emit an error. bool PopForceCUDAHostDevice(); /// Diagnostics that are emitted only if we discover that the given function /// must be codegen'ed. Because handling these correctly adds overhead to /// compilation, this is currently only enabled for CUDA compilations. llvm::DenseMap<CanonicalDeclPtr<FunctionDecl>, std::vector<PartialDiagnosticAt>> CUDADeferredDiags; /// A pair of a canonical FunctionDecl and a SourceLocation. When used as the /// key in a hashtable, both the FD and location are hashed. struct FunctionDeclAndLoc { CanonicalDeclPtr<FunctionDecl> FD; SourceLocation Loc; }; /// FunctionDecls and SourceLocations for which CheckCUDACall has emitted a /// (maybe deferred) "bad call" diagnostic. We use this to avoid emitting the /// same deferred diag twice. llvm::DenseSet<FunctionDeclAndLoc> LocsWithCUDACallDiags; /// An inverse call graph, mapping known-emitted functions to one of their /// known-emitted callers (plus the location of the call). /// /// Functions that we can tell a priori must be emitted aren't added to this /// map. llvm::DenseMap</* Callee = */ CanonicalDeclPtr<FunctionDecl>, /* Caller = */ FunctionDeclAndLoc> CUDAKnownEmittedFns; /// A partial call graph maintained during CUDA compilation to support /// deferred diagnostics. /// /// Functions are only added here if, at the time they're considered, they are /// not known-emitted. As soon as we discover that a function is /// known-emitted, we remove it and everything it transitively calls from this /// set and add those functions to CUDAKnownEmittedFns. llvm::DenseMap</* Caller = */ CanonicalDeclPtr<FunctionDecl>, /* Callees = */ llvm::MapVector<CanonicalDeclPtr<FunctionDecl>, SourceLocation>> CUDACallGraph; /// Diagnostic builder for CUDA errors which may or may not be deferred. /// /// In CUDA, there exist constructs (e.g. variable-length arrays, try/catch) /// which are not allowed to appear inside __device__ functions and are /// allowed to appear in __host__ __device__ functions only if the host+device /// function is never codegen'ed. /// /// To handle this, we use the notion of "deferred diagnostics", where we /// attach a diagnostic to a FunctionDecl that's emitted iff it's codegen'ed. /// /// This class lets you emit either a regular diagnostic, a deferred /// diagnostic, or no diagnostic at all, according to an argument you pass to /// its constructor, thus simplifying the process of creating these "maybe /// deferred" diagnostics. class CUDADiagBuilder { public: enum Kind { /// Emit no diagnostics. K_Nop, /// Emit the diagnostic immediately (i.e., behave like Sema::Diag()). K_Immediate, /// Emit the diagnostic immediately, and, if it's a warning or error, also /// emit a call stack showing how this function can be reached by an a /// priori known-emitted function. K_ImmediateWithCallStack, /// Create a deferred diagnostic, which is emitted only if the function /// it's attached to is codegen'ed. Also emit a call stack as with /// K_ImmediateWithCallStack. K_Deferred }; CUDADiagBuilder(Kind K, SourceLocation Loc, unsigned DiagID, FunctionDecl *Fn, Sema &S); ~CUDADiagBuilder(); /// Convertible to bool: True if we immediately emitted an error, false if /// we didn't emit an error or we created a deferred error. /// /// Example usage: /// /// if (CUDADiagBuilder(...) << foo << bar) /// return ExprError(); /// /// But see CUDADiagIfDeviceCode() and CUDADiagIfHostCode() -- you probably /// want to use these instead of creating a CUDADiagBuilder yourself. operator bool() const { return ImmediateDiag.hasValue(); } template <typename T> friend const CUDADiagBuilder &operator<<(const CUDADiagBuilder &Diag, const T &Value) { if (Diag.ImmediateDiag.hasValue()) *Diag.ImmediateDiag << Value; else if (Diag.PartialDiag.hasValue()) *Diag.PartialDiag << Value; return Diag; } private: Sema &S; SourceLocation Loc; unsigned DiagID; FunctionDecl *Fn; bool ShowCallStack; // Invariant: At most one of these Optionals has a value. // FIXME: Switch these to a Variant once that exists. llvm::Optional<SemaDiagnosticBuilder> ImmediateDiag; llvm::Optional<PartialDiagnostic> PartialDiag; }; /// Creates a CUDADiagBuilder that emits the diagnostic if the current context /// is "used as device code". /// /// - If CurContext is a __host__ function, does not emit any diagnostics. /// - If CurContext is a __device__ or __global__ function, emits the /// diagnostics immediately. /// - If CurContext is a __host__ __device__ function and we are compiling for /// the device, creates a diagnostic which is emitted if and when we realize /// that the function will be codegen'ed. /// /// Example usage: /// /// // Variable-length arrays are not allowed in CUDA device code. /// if (CUDADiagIfDeviceCode(Loc, diag::err_cuda_vla) << CurrentCUDATarget()) /// return ExprError(); /// // Otherwise, continue parsing as normal. CUDADiagBuilder CUDADiagIfDeviceCode(SourceLocation Loc, unsigned DiagID); /// Creates a CUDADiagBuilder that emits the diagnostic if the current context /// is "used as host code". /// /// Same as CUDADiagIfDeviceCode, with "host" and "device" switched. CUDADiagBuilder CUDADiagIfHostCode(SourceLocation Loc, unsigned DiagID); enum CUDAFunctionTarget { CFT_Device, CFT_Global, CFT_Host, CFT_HostDevice, CFT_InvalidTarget }; /// Determines whether the given function is a CUDA device/host/kernel/etc. /// function. /// /// Use this rather than examining the function's attributes yourself -- you /// will get it wrong. Returns CFT_Host if D is null. CUDAFunctionTarget IdentifyCUDATarget(const FunctionDecl *D, bool IgnoreImplicitHDAttr = false); CUDAFunctionTarget IdentifyCUDATarget(const ParsedAttributesView &Attrs); /// Gets the CUDA target for the current context. CUDAFunctionTarget CurrentCUDATarget() { return IdentifyCUDATarget(dyn_cast<FunctionDecl>(CurContext)); } // CUDA function call preference. Must be ordered numerically from // worst to best. enum CUDAFunctionPreference { CFP_Never, // Invalid caller/callee combination. CFP_WrongSide, // Calls from host-device to host or device // function that do not match current compilation // mode. CFP_HostDevice, // Any calls to host/device functions. CFP_SameSide, // Calls from host-device to host or device // function matching current compilation mode. CFP_Native, // host-to-host or device-to-device calls. }; /// Identifies relative preference of a given Caller/Callee /// combination, based on their host/device attributes. /// \param Caller function which needs address of \p Callee. /// nullptr in case of global context. /// \param Callee target function /// /// \returns preference value for particular Caller/Callee combination. CUDAFunctionPreference IdentifyCUDAPreference(const FunctionDecl *Caller, const FunctionDecl *Callee); /// Determines whether Caller may invoke Callee, based on their CUDA /// host/device attributes. Returns false if the call is not allowed. /// /// Note: Will return true for CFP_WrongSide calls. These may appear in /// semantically correct CUDA programs, but only if they're never codegen'ed. bool IsAllowedCUDACall(const FunctionDecl *Caller, const FunctionDecl *Callee) { return IdentifyCUDAPreference(Caller, Callee) != CFP_Never; } /// May add implicit CUDAHostAttr and CUDADeviceAttr attributes to FD, /// depending on FD and the current compilation settings. void maybeAddCUDAHostDeviceAttrs(FunctionDecl *FD, const LookupResult &Previous); public: /// Check whether we're allowed to call Callee from the current context. /// /// - If the call is never allowed in a semantically-correct program /// (CFP_Never), emits an error and returns false. /// /// - If the call is allowed in semantically-correct programs, but only if /// it's never codegen'ed (CFP_WrongSide), creates a deferred diagnostic to /// be emitted if and when the caller is codegen'ed, and returns true. /// /// Will only create deferred diagnostics for a given SourceLocation once, /// so you can safely call this multiple times without generating duplicate /// deferred errors. /// /// - Otherwise, returns true without emitting any diagnostics. bool CheckCUDACall(SourceLocation Loc, FunctionDecl *Callee); /// Set __device__ or __host__ __device__ attributes on the given lambda /// operator() method. /// /// CUDA lambdas declared inside __device__ or __global__ functions inherit /// the __device__ attribute. Similarly, lambdas inside __host__ __device__ /// functions become __host__ __device__ themselves. void CUDASetLambdaAttrs(CXXMethodDecl *Method); /// Finds a function in \p Matches with highest calling priority /// from \p Caller context and erases all functions with lower /// calling priority. void EraseUnwantedCUDAMatches( const FunctionDecl *Caller, SmallVectorImpl<std::pair<DeclAccessPair, FunctionDecl *>> &Matches); /// Given a implicit special member, infer its CUDA target from the /// calls it needs to make to underlying base/field special members. /// \param ClassDecl the class for which the member is being created. /// \param CSM the kind of special member. /// \param MemberDecl the special member itself. /// \param ConstRHS true if this is a copy operation with a const object on /// its RHS. /// \param Diagnose true if this call should emit diagnostics. /// \return true if there was an error inferring. /// The result of this call is implicit CUDA target attribute(s) attached to /// the member declaration. bool inferCUDATargetForImplicitSpecialMember(CXXRecordDecl *ClassDecl, CXXSpecialMember CSM, CXXMethodDecl *MemberDecl, bool ConstRHS, bool Diagnose); /// \return true if \p CD can be considered empty according to CUDA /// (E.2.3.1 in CUDA 7.5 Programming guide). bool isEmptyCudaConstructor(SourceLocation Loc, CXXConstructorDecl *CD); bool isEmptyCudaDestructor(SourceLocation Loc, CXXDestructorDecl *CD); // \brief Checks that initializers of \p Var satisfy CUDA restrictions. In // case of error emits appropriate diagnostic and invalidates \p Var. // // \details CUDA allows only empty constructors as initializers for global // variables (see E.2.3.1, CUDA 7.5). The same restriction also applies to all // __shared__ variables whether they are local or not (they all are implicitly // static in CUDA). One exception is that CUDA allows constant initializers // for __constant__ and __device__ variables. void checkAllowedCUDAInitializer(VarDecl *VD); /// Check whether NewFD is a valid overload for CUDA. Emits /// diagnostics and invalidates NewFD if not. void checkCUDATargetOverload(FunctionDecl *NewFD, const LookupResult &Previous); /// Copies target attributes from the template TD to the function FD. void inheritCUDATargetAttrs(FunctionDecl *FD, const FunctionTemplateDecl &TD); /// \name Code completion //@{ /// Describes the context in which code completion occurs. enum ParserCompletionContext { /// Code completion occurs at top-level or namespace context. PCC_Namespace, /// Code completion occurs within a class, struct, or union. PCC_Class, /// Code completion occurs within an Objective-C interface, protocol, /// or category. PCC_ObjCInterface, /// Code completion occurs within an Objective-C implementation or /// category implementation PCC_ObjCImplementation, /// Code completion occurs within the list of instance variables /// in an Objective-C interface, protocol, category, or implementation. PCC_ObjCInstanceVariableList, /// Code completion occurs following one or more template /// headers. PCC_Template, /// Code completion occurs following one or more template /// headers within a class. PCC_MemberTemplate, /// Code completion occurs within an expression. PCC_Expression, /// Code completion occurs within a statement, which may /// also be an expression or a declaration. PCC_Statement, /// Code completion occurs at the beginning of the /// initialization statement (or expression) in a for loop. PCC_ForInit, /// Code completion occurs within the condition of an if, /// while, switch, or for statement. PCC_Condition, /// Code completion occurs within the body of a function on a /// recovery path, where we do not have a specific handle on our position /// in the grammar. PCC_RecoveryInFunction, /// Code completion occurs where only a type is permitted. PCC_Type, /// Code completion occurs in a parenthesized expression, which /// might also be a type cast. PCC_ParenthesizedExpression, /// Code completion occurs within a sequence of declaration /// specifiers within a function, method, or block. PCC_LocalDeclarationSpecifiers }; void CodeCompleteModuleImport(SourceLocation ImportLoc, ModuleIdPath Path); void CodeCompleteOrdinaryName(Scope *S, ParserCompletionContext CompletionContext); void CodeCompleteDeclSpec(Scope *S, DeclSpec &DS, bool AllowNonIdentifiers, bool AllowNestedNameSpecifiers); struct CodeCompleteExpressionData; void CodeCompleteExpression(Scope *S, const CodeCompleteExpressionData &Data); void CodeCompleteMemberReferenceExpr(Scope *S, Expr *Base, Expr *OtherOpBase, SourceLocation OpLoc, bool IsArrow, bool IsBaseExprStatement); void CodeCompletePostfixExpression(Scope *S, ExprResult LHS); void CodeCompleteTag(Scope *S, unsigned TagSpec); void CodeCompleteTypeQualifiers(DeclSpec &DS); void CodeCompleteFunctionQualifiers(DeclSpec &DS, Declarator &D, const VirtSpecifiers *VS = nullptr); void CodeCompleteBracketDeclarator(Scope *S); void CodeCompleteCase(Scope *S); void CodeCompleteCall(Scope *S, Expr *Fn, ArrayRef<Expr *> Args); void CodeCompleteConstructor(Scope *S, QualType Type, SourceLocation Loc, ArrayRef<Expr *> Args); void CodeCompleteInitializer(Scope *S, Decl *D); void CodeCompleteReturn(Scope *S); void CodeCompleteAfterIf(Scope *S); void CodeCompleteAssignmentRHS(Scope *S, Expr *LHS); void CodeCompleteQualifiedId(Scope *S, CXXScopeSpec &SS, bool EnteringContext); void CodeCompleteUsing(Scope *S); void CodeCompleteUsingDirective(Scope *S); void CodeCompleteNamespaceDecl(Scope *S); void CodeCompleteNamespaceAliasDecl(Scope *S); void CodeCompleteOperatorName(Scope *S); void CodeCompleteConstructorInitializer( Decl *Constructor, ArrayRef<CXXCtorInitializer *> Initializers); void CodeCompleteLambdaIntroducer(Scope *S, LambdaIntroducer &Intro, bool AfterAmpersand); void CodeCompleteObjCAtDirective(Scope *S); void CodeCompleteObjCAtVisibility(Scope *S); void CodeCompleteObjCAtStatement(Scope *S); void CodeCompleteObjCAtExpression(Scope *S); void CodeCompleteObjCPropertyFlags(Scope *S, ObjCDeclSpec &ODS); void CodeCompleteObjCPropertyGetter(Scope *S); void CodeCompleteObjCPropertySetter(Scope *S); void CodeCompleteObjCPassingType(Scope *S, ObjCDeclSpec &DS, bool IsParameter); void CodeCompleteObjCMessageReceiver(Scope *S); void CodeCompleteObjCSuperMessage(Scope *S, SourceLocation SuperLoc, ArrayRef<IdentifierInfo *> SelIdents, bool AtArgumentExpression); void CodeCompleteObjCClassMessage(Scope *S, ParsedType Receiver, ArrayRef<IdentifierInfo *> SelIdents, bool AtArgumentExpression, bool IsSuper = false); void CodeCompleteObjCInstanceMessage(Scope *S, Expr *Receiver, ArrayRef<IdentifierInfo *> SelIdents, bool AtArgumentExpression, ObjCInterfaceDecl *Super = nullptr); void CodeCompleteObjCForCollection(Scope *S, DeclGroupPtrTy IterationVar); void CodeCompleteObjCSelector(Scope *S, ArrayRef<IdentifierInfo *> SelIdents); void CodeCompleteObjCProtocolReferences( ArrayRef<IdentifierLocPair> Protocols); void CodeCompleteObjCProtocolDecl(Scope *S); void CodeCompleteObjCInterfaceDecl(Scope *S); void CodeCompleteObjCSuperclass(Scope *S, IdentifierInfo *ClassName, SourceLocation ClassNameLoc); void CodeCompleteObjCImplementationDecl(Scope *S); void CodeCompleteObjCInterfaceCategory(Scope *S, IdentifierInfo *ClassName, SourceLocation ClassNameLoc); void CodeCompleteObjCImplementationCategory(Scope *S, IdentifierInfo *ClassName, SourceLocation ClassNameLoc); void CodeCompleteObjCPropertyDefinition(Scope *S); void CodeCompleteObjCPropertySynthesizeIvar(Scope *S, IdentifierInfo *PropertyName); void CodeCompleteObjCMethodDecl(Scope *S, Optional<bool> IsInstanceMethod, ParsedType ReturnType); void CodeCompleteObjCMethodDeclSelector(Scope *S, bool IsInstanceMethod, bool AtParameterName, ParsedType ReturnType, ArrayRef<IdentifierInfo *> SelIdents); void CodeCompleteObjCClassPropertyRefExpr(Scope *S, IdentifierInfo &ClassName, SourceLocation ClassNameLoc, bool IsBaseExprStatement); void CodeCompletePreprocessorDirective(bool InConditional); void CodeCompleteInPreprocessorConditionalExclusion(Scope *S); void CodeCompletePreprocessorMacroName(bool IsDefinition); void CodeCompletePreprocessorExpression(); void CodeCompletePreprocessorMacroArgument(Scope *S, IdentifierInfo *Macro, MacroInfo *MacroInfo, unsigned Argument); void CodeCompleteNaturalLanguage(); void CodeCompleteAvailabilityPlatformName(); void GatherGlobalCodeCompletions(CodeCompletionAllocator &Allocator, CodeCompletionTUInfo &CCTUInfo, SmallVectorImpl<CodeCompletionResult> &Results); //@} //===--------------------------------------------------------------------===// // Extra semantic analysis beyond the C type system public: SourceLocation getLocationOfStringLiteralByte(const StringLiteral *SL, unsigned ByteNo) const; private: void CheckArrayAccess(const Expr *BaseExpr, const Expr *IndexExpr, const ArraySubscriptExpr *ASE=nullptr, bool AllowOnePastEnd=true, bool IndexNegated=false); void CheckArrayAccess(const Expr *E); // Used to grab the relevant information from a FormatAttr and a // FunctionDeclaration. struct FormatStringInfo { unsigned FormatIdx; unsigned FirstDataArg; bool HasVAListArg; }; static bool getFormatStringInfo(const FormatAttr *Format, bool IsCXXMember, FormatStringInfo *FSI); bool CheckFunctionCall(FunctionDecl *FDecl, CallExpr *TheCall, const FunctionProtoType *Proto); bool CheckObjCMethodCall(ObjCMethodDecl *Method, SourceLocation loc, ArrayRef<const Expr *> Args); bool CheckPointerCall(NamedDecl *NDecl, CallExpr *TheCall, const FunctionProtoType *Proto); bool CheckOtherCall(CallExpr *TheCall, const FunctionProtoType *Proto); void CheckConstructorCall(FunctionDecl *FDecl, ArrayRef<const Expr *> Args, const FunctionProtoType *Proto, SourceLocation Loc); void checkCall(NamedDecl *FDecl, const FunctionProtoType *Proto, const Expr *ThisArg, ArrayRef<const Expr *> Args, bool IsMemberFunction, SourceLocation Loc, SourceRange Range, VariadicCallType CallType); bool CheckObjCString(Expr *Arg); ExprResult CheckOSLogFormatStringArg(Expr *Arg); ExprResult CheckBuiltinFunctionCall(FunctionDecl *FDecl, unsigned BuiltinID, CallExpr *TheCall); bool CheckARMBuiltinExclusiveCall(unsigned BuiltinID, CallExpr *TheCall, unsigned MaxWidth); bool CheckNeonBuiltinFunctionCall(unsigned BuiltinID, CallExpr *TheCall); bool CheckARMBuiltinFunctionCall(unsigned BuiltinID, CallExpr *TheCall); bool CheckAArch64BuiltinFunctionCall(unsigned BuiltinID, CallExpr *TheCall); bool CheckHexagonBuiltinFunctionCall(unsigned BuiltinID, CallExpr *TheCall); bool CheckHexagonBuiltinCpu(unsigned BuiltinID, CallExpr *TheCall); bool CheckHexagonBuiltinArgument(unsigned BuiltinID, CallExpr *TheCall); bool CheckMipsBuiltinFunctionCall(unsigned BuiltinID, CallExpr *TheCall); bool CheckSystemZBuiltinFunctionCall(unsigned BuiltinID, CallExpr *TheCall); bool CheckX86BuiltinRoundingOrSAE(unsigned BuiltinID, CallExpr *TheCall); bool CheckX86BuiltinGatherScatterScale(unsigned BuiltinID, CallExpr *TheCall); bool CheckX86BuiltinFunctionCall(unsigned BuiltinID, CallExpr *TheCall); bool CheckPPCBuiltinFunctionCall(unsigned BuiltinID, CallExpr *TheCall); bool SemaBuiltinVAStart(unsigned BuiltinID, CallExpr *TheCall); bool SemaBuiltinVAStartARMMicrosoft(CallExpr *Call); bool SemaBuiltinUnorderedCompare(CallExpr *TheCall); bool SemaBuiltinFPClassification(CallExpr *TheCall, unsigned NumArgs); bool SemaBuiltinVSX(CallExpr *TheCall); bool SemaBuiltinOSLogFormat(CallExpr *TheCall); public: // Used by C++ template instantiation. ExprResult SemaBuiltinShuffleVector(CallExpr *TheCall); ExprResult SemaConvertVectorExpr(Expr *E, TypeSourceInfo *TInfo, SourceLocation BuiltinLoc, SourceLocation RParenLoc); private: bool SemaBuiltinPrefetch(CallExpr *TheCall); bool SemaBuiltinAllocaWithAlign(CallExpr *TheCall); bool SemaBuiltinAssume(CallExpr *TheCall); bool SemaBuiltinAssumeAligned(CallExpr *TheCall); bool SemaBuiltinLongjmp(CallExpr *TheCall); bool SemaBuiltinSetjmp(CallExpr *TheCall); ExprResult SemaBuiltinAtomicOverloaded(ExprResult TheCallResult); ExprResult SemaBuiltinNontemporalOverloaded(ExprResult TheCallResult); ExprResult SemaAtomicOpsOverloaded(ExprResult TheCallResult, AtomicExpr::AtomicOp Op); ExprResult SemaBuiltinOperatorNewDeleteOverloaded(ExprResult TheCallResult, bool IsDelete); bool SemaBuiltinConstantArg(CallExpr *TheCall, int ArgNum, llvm::APSInt &Result); bool SemaBuiltinConstantArgRange(CallExpr *TheCall, int ArgNum, int Low, int High, bool RangeIsError = true); bool SemaBuiltinConstantArgMultiple(CallExpr *TheCall, int ArgNum, unsigned Multiple); bool SemaBuiltinARMSpecialReg(unsigned BuiltinID, CallExpr *TheCall, int ArgNum, unsigned ExpectedFieldNum, bool AllowName); public: enum FormatStringType { FST_Scanf, FST_Printf, FST_NSString, FST_Strftime, FST_Strfmon, FST_Kprintf, FST_FreeBSDKPrintf, FST_OSTrace, FST_OSLog, FST_Unknown }; static FormatStringType GetFormatStringType(const FormatAttr *Format); bool FormatStringHasSArg(const StringLiteral *FExpr); static bool GetFormatNSStringIdx(const FormatAttr *Format, unsigned &Idx); private: bool CheckFormatArguments(const FormatAttr *Format, ArrayRef<const Expr *> Args, bool IsCXXMember, VariadicCallType CallType, SourceLocation Loc, SourceRange Range, llvm::SmallBitVector &CheckedVarArgs); bool CheckFormatArguments(ArrayRef<const Expr *> Args, bool HasVAListArg, unsigned format_idx, unsigned firstDataArg, FormatStringType Type, VariadicCallType CallType, SourceLocation Loc, SourceRange range, llvm::SmallBitVector &CheckedVarArgs); void CheckAbsoluteValueFunction(const CallExpr *Call, const FunctionDecl *FDecl); void CheckMaxUnsignedZero(const CallExpr *Call, const FunctionDecl *FDecl); void CheckMemaccessArguments(const CallExpr *Call, unsigned BId, IdentifierInfo *FnName); void CheckStrlcpycatArguments(const CallExpr *Call, IdentifierInfo *FnName); void CheckStrncatArguments(const CallExpr *Call, IdentifierInfo *FnName); void CheckReturnValExpr(Expr *RetValExp, QualType lhsType, SourceLocation ReturnLoc, bool isObjCMethod = false, const AttrVec *Attrs = nullptr, const FunctionDecl *FD = nullptr); public: void CheckFloatComparison(SourceLocation Loc, Expr *LHS, Expr *RHS); private: void CheckImplicitConversions(Expr *E, SourceLocation CC = SourceLocation()); void CheckBoolLikeConversion(Expr *E, SourceLocation CC); void CheckForIntOverflow(Expr *E); void CheckUnsequencedOperations(Expr *E); /// Perform semantic checks on a completed expression. This will either /// be a full-expression or a default argument expression. void CheckCompletedExpr(Expr *E, SourceLocation CheckLoc = SourceLocation(), bool IsConstexpr = false); void CheckBitFieldInitialization(SourceLocation InitLoc, FieldDecl *Field, Expr *Init); /// Check if there is a field shadowing. void CheckShadowInheritedFields(const SourceLocation &Loc, DeclarationName FieldName, const CXXRecordDecl *RD); /// Check if the given expression contains 'break' or 'continue' /// statement that produces control flow different from GCC. void CheckBreakContinueBinding(Expr *E); /// Check whether receiver is mutable ObjC container which /// attempts to add itself into the container void CheckObjCCircularContainer(ObjCMessageExpr *Message); void AnalyzeDeleteExprMismatch(const CXXDeleteExpr *DE); void AnalyzeDeleteExprMismatch(FieldDecl *Field, SourceLocation DeleteLoc, bool DeleteWasArrayForm); public: /// Register a magic integral constant to be used as a type tag. void RegisterTypeTagForDatatype(const IdentifierInfo *ArgumentKind, uint64_t MagicValue, QualType Type, bool LayoutCompatible, bool MustBeNull); struct TypeTagData { TypeTagData() {} TypeTagData(QualType Type, bool LayoutCompatible, bool MustBeNull) : Type(Type), LayoutCompatible(LayoutCompatible), MustBeNull(MustBeNull) {} QualType Type; /// If true, \c Type should be compared with other expression's types for /// layout-compatibility. unsigned LayoutCompatible : 1; unsigned MustBeNull : 1; }; /// A pair of ArgumentKind identifier and magic value. This uniquely /// identifies the magic value. typedef std::pair<const IdentifierInfo *, uint64_t> TypeTagMagicValue; private: /// A map from magic value to type information. std::unique_ptr<llvm::DenseMap<TypeTagMagicValue, TypeTagData>> TypeTagForDatatypeMagicValues; /// Peform checks on a call of a function with argument_with_type_tag /// or pointer_with_type_tag attributes. void CheckArgumentWithTypeTag(const ArgumentWithTypeTagAttr *Attr, const ArrayRef<const Expr *> ExprArgs, SourceLocation CallSiteLoc); /// Check if we are taking the address of a packed field /// as this may be a problem if the pointer value is dereferenced. void CheckAddressOfPackedMember(Expr *rhs); /// The parser's current scope. /// /// The parser maintains this state here. Scope *CurScope; mutable IdentifierInfo *Ident_super; mutable IdentifierInfo *Ident___float128; /// Nullability type specifiers. IdentifierInfo *Ident__Nonnull = nullptr; IdentifierInfo *Ident__Nullable = nullptr; IdentifierInfo *Ident__Null_unspecified = nullptr; IdentifierInfo *Ident_NSError = nullptr; /// The handler for the FileChanged preprocessor events. /// /// Used for diagnostics that implement custom semantic analysis for #include /// directives, like -Wpragma-pack. sema::SemaPPCallbacks *SemaPPCallbackHandler; protected: friend class Parser; friend class InitializationSequence; friend class ASTReader; friend class ASTDeclReader; friend class ASTWriter; public: /// Retrieve the keyword associated IdentifierInfo *getNullabilityKeyword(NullabilityKind nullability); /// The struct behind the CFErrorRef pointer. RecordDecl *CFError = nullptr; /// Retrieve the identifier "NSError". IdentifierInfo *getNSErrorIdent(); /// Retrieve the parser's current scope. /// /// This routine must only be used when it is certain that semantic analysis /// and the parser are in precisely the same context, which is not the case /// when, e.g., we are performing any kind of template instantiation. /// Therefore, the only safe places to use this scope are in the parser /// itself and in routines directly invoked from the parser and *never* from /// template substitution or instantiation. Scope *getCurScope() const { return CurScope; } void incrementMSManglingNumber() const { return CurScope->incrementMSManglingNumber(); } IdentifierInfo *getSuperIdentifier() const; IdentifierInfo *getFloat128Identifier() const; Decl *getObjCDeclContext() const; DeclContext *getCurLexicalContext() const { return OriginalLexicalContext ? OriginalLexicalContext : CurContext; } const DeclContext *getCurObjCLexicalContext() const { const DeclContext *DC = getCurLexicalContext(); // A category implicitly has the attribute of the interface. if (const ObjCCategoryDecl *CatD = dyn_cast<ObjCCategoryDecl>(DC)) DC = CatD->getClassInterface(); return DC; } /// To be used for checking whether the arguments being passed to /// function exceeds the number of parameters expected for it. static bool TooManyArguments(size_t NumParams, size_t NumArgs, bool PartialOverloading = false) { // We check whether we're just after a comma in code-completion. if (NumArgs > 0 && PartialOverloading) return NumArgs + 1 > NumParams; // If so, we view as an extra argument. return NumArgs > NumParams; } // Emitting members of dllexported classes is delayed until the class // (including field initializers) is fully parsed. SmallVector<CXXRecordDecl*, 4> DelayedDllExportClasses; private: class SavePendingParsedClassStateRAII { public: SavePendingParsedClassStateRAII(Sema &S) : S(S) { swapSavedState(); } ~SavePendingParsedClassStateRAII() { assert(S.DelayedExceptionSpecChecks.empty() && "there shouldn't be any pending delayed exception spec checks"); assert(S.DelayedDefaultedMemberExceptionSpecs.empty() && "there shouldn't be any pending delayed defaulted member " "exception specs"); assert(S.DelayedDllExportClasses.empty() && "there shouldn't be any pending delayed DLL export classes"); swapSavedState(); } private: Sema &S; decltype(DelayedExceptionSpecChecks) SavedExceptionSpecChecks; decltype(DelayedDefaultedMemberExceptionSpecs) SavedDefaultedMemberExceptionSpecs; decltype(DelayedDllExportClasses) SavedDllExportClasses; void swapSavedState() { SavedExceptionSpecChecks.swap(S.DelayedExceptionSpecChecks); SavedDefaultedMemberExceptionSpecs.swap( S.DelayedDefaultedMemberExceptionSpecs); SavedDllExportClasses.swap(S.DelayedDllExportClasses); } }; /// Helper class that collects misaligned member designations and /// their location info for delayed diagnostics. struct MisalignedMember { Expr *E; RecordDecl *RD; ValueDecl *MD; CharUnits Alignment; MisalignedMember() : E(), RD(), MD(), Alignment() {} MisalignedMember(Expr *E, RecordDecl *RD, ValueDecl *MD, CharUnits Alignment) : E(E), RD(RD), MD(MD), Alignment(Alignment) {} explicit MisalignedMember(Expr *E) : MisalignedMember(E, nullptr, nullptr, CharUnits()) {} bool operator==(const MisalignedMember &m) { return this->E == m.E; } }; /// Small set of gathered accesses to potentially misaligned members /// due to the packed attribute. SmallVector<MisalignedMember, 4> MisalignedMembers; /// Adds an expression to the set of gathered misaligned members. void AddPotentialMisalignedMembers(Expr *E, RecordDecl *RD, ValueDecl *MD, CharUnits Alignment); public: /// Diagnoses the current set of gathered accesses. This typically /// happens at full expression level. The set is cleared after emitting the /// diagnostics. void DiagnoseMisalignedMembers(); /// This function checks if the expression is in the sef of potentially /// misaligned members and it is converted to some pointer type T with lower /// or equal alignment requirements. If so it removes it. This is used when /// we do not want to diagnose such misaligned access (e.g. in conversions to /// void*). void DiscardMisalignedMemberAddress(const Type *T, Expr *E); /// This function calls Action when it determines that E designates a /// misaligned member due to the packed attribute. This is used to emit /// local diagnostics like in reference binding. void RefersToMemberWithReducedAlignment( Expr *E, llvm::function_ref<void(Expr *, RecordDecl *, FieldDecl *, CharUnits)> Action); }; /// RAII object that enters a new expression evaluation context. class EnterExpressionEvaluationContext { Sema &Actions; bool Entered = true; public: EnterExpressionEvaluationContext( Sema &Actions, Sema::ExpressionEvaluationContext NewContext, Decl *LambdaContextDecl = nullptr, Sema::ExpressionEvaluationContextRecord::ExpressionKind ExprContext = Sema::ExpressionEvaluationContextRecord::EK_Other, bool ShouldEnter = true) : Actions(Actions), Entered(ShouldEnter) { if (Entered) Actions.PushExpressionEvaluationContext(NewContext, LambdaContextDecl, ExprContext); } EnterExpressionEvaluationContext( Sema &Actions, Sema::ExpressionEvaluationContext NewContext, Sema::ReuseLambdaContextDecl_t, Sema::ExpressionEvaluationContextRecord::ExpressionKind ExprContext = Sema::ExpressionEvaluationContextRecord::EK_Other) : Actions(Actions) { Actions.PushExpressionEvaluationContext( NewContext, Sema::ReuseLambdaContextDecl, ExprContext); } enum InitListTag { InitList }; EnterExpressionEvaluationContext(Sema &Actions, InitListTag, bool ShouldEnter = true) : Actions(Actions), Entered(false) { // In C++11 onwards, narrowing checks are performed on the contents of // braced-init-lists, even when they occur within unevaluated operands. // Therefore we still need to instantiate constexpr functions used in such // a context. if (ShouldEnter && Actions.isUnevaluatedContext() && Actions.getLangOpts().CPlusPlus11) { Actions.PushExpressionEvaluationContext( Sema::ExpressionEvaluationContext::UnevaluatedList); Entered = true; } } ~EnterExpressionEvaluationContext() { if (Entered) Actions.PopExpressionEvaluationContext(); } }; DeductionFailureInfo MakeDeductionFailureInfo(ASTContext &Context, Sema::TemplateDeductionResult TDK, sema::TemplateDeductionInfo &Info); /// Contains a late templated function. /// Will be parsed at the end of the translation unit, used by Sema & Parser. struct LateParsedTemplate { CachedTokens Toks; /// The template function declaration to be late parsed. Decl *D; }; } // end namespace clang namespace llvm { // Hash a FunctionDeclAndLoc by looking at both its FunctionDecl and its // SourceLocation. template <> struct DenseMapInfo<clang::Sema::FunctionDeclAndLoc> { using FunctionDeclAndLoc = clang::Sema::FunctionDeclAndLoc; using FDBaseInfo = DenseMapInfo<clang::CanonicalDeclPtr<clang::FunctionDecl>>; static FunctionDeclAndLoc getEmptyKey() { return {FDBaseInfo::getEmptyKey(), clang::SourceLocation()}; } static FunctionDeclAndLoc getTombstoneKey() { return {FDBaseInfo::getTombstoneKey(), clang::SourceLocation()}; } static unsigned getHashValue(const FunctionDeclAndLoc &FDL) { return hash_combine(FDBaseInfo::getHashValue(FDL.FD), FDL.Loc.getRawEncoding()); } static bool isEqual(const FunctionDeclAndLoc &LHS, const FunctionDeclAndLoc &RHS) { return LHS.FD == RHS.FD && LHS.Loc == RHS.Loc; } }; } // namespace llvm #endif
openmp_7.tfm.c
typedef int T[10]; void foo(T *A) { #pragma omp parallel { #pragma omp for default(shared) for (int I = 0; I < 10; ++I) for (int J = 0; J < 10; ++J) A[I][J] = 0; } }
avilib.c
/* Copyright (C) 1991-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* This header is separate from features.h so that the compiler can include it implicitly at the start of every compilation. It must not itself include <features.h> or any other header that includes <features.h> because the implicit include comes before any feature test macros that may be defined in a source file before it first explicitly includes a system header. GCC knows the name of this header in order to preinclude it. */ /* glibc's intent is to support the IEC 559 math functionality, real and complex. If the GCC (4.9 and later) predefined macros specifying compiler intent are available, use them to determine whether the overall intent is to support these features; otherwise, presume an older compiler has intent to support these features and define these macros by default. */ /* wchar_t uses Unicode 10.0.0. Version 10.0 of the Unicode Standard is synchronized with ISOIEC 10646:2017, fifth edition, plus the following additions from Amendment 1 to the fifth edition: - 56 emoji characters - 285 hentaigana - 3 additional Zanabazar Square characters */ /* avilib.c * * Copyright (C) Thomas ?streich - June 2001 * multiple audio track support Copyright (C) 2002 Thomas ?streich * * Original code: * Copyright (C) 1999 Rainer Johanni <Rainer@Johanni.de> * * This file is part of transcode, a linux video stream processing tool * * transcode 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, or (at your option) * any later version. * * transcode is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with GNU Make; see the file COPYING. If not, write to * the Free Software Foundation, 675 Mass Ave, Cambridge, MA 02139, USA. */ /* avilib.h * * Copyright (C) Thomas ?streich - June 2001 * multiple audio track support Copyright (C) 2002 Thomas ?streich * * Original code: * Copyright (C) 1999 Rainer Johanni <Rainer@Johanni.de> * * This file is part of transcode, a linux video stream processing tool * * transcode 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, or (at your option) * any later version. * * transcode is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with GNU Make; see the file COPYING. If not, write to * the Free Software Foundation, 675 Mass Ave, Cambridge, MA 02139, USA. */ /* Copyright (C) 1991-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* POSIX Standard: 2.6 Primitive System Data Types <sys/types.h> */ /* Copyright (C) 1991-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* These are defined by the user (or the compiler) to specify the desired environment: __STRICT_ANSI__ ISO Standard C. _ISOC99_SOURCE Extensions to ISO C89 from ISO C99. _ISOC11_SOURCE Extensions to ISO C99 from ISO C11. __STDC_WANT_LIB_EXT2__ Extensions to ISO C99 from TR 27431-2:2010. __STDC_WANT_IEC_60559_BFP_EXT__ Extensions to ISO C11 from TS 18661-1:2014. __STDC_WANT_IEC_60559_FUNCS_EXT__ Extensions to ISO C11 from TS 18661-4:2015. __STDC_WANT_IEC_60559_TYPES_EXT__ Extensions to ISO C11 from TS 18661-3:2015. _POSIX_SOURCE IEEE Std 1003.1. _POSIX_C_SOURCE If ==1, like _POSIX_SOURCE; if >=2 add IEEE Std 1003.2; if >=199309L, add IEEE Std 1003.1b-1993; if >=199506L, add IEEE Std 1003.1c-1995; if >=200112L, all of IEEE 1003.1-2004 if >=200809L, all of IEEE 1003.1-2008 _XOPEN_SOURCE Includes POSIX and XPG things. Set to 500 if Single Unix conformance is wanted, to 600 for the sixth revision, to 700 for the seventh revision. _XOPEN_SOURCE_EXTENDED XPG things and XOpen Unix extensions. _LARGEFILE_SOURCE Some more functions for correct standard I/O. _LARGEFILE64_SOURCE Additional functionality from LFS for large files. _FILE_OFFSET_BITS=N Select default filesystem interface. _ATFILE_SOURCE Additional *at interfaces. _GNU_SOURCE All of the above, plus GNU extensions. _DEFAULT_SOURCE The default set of features (taking precedence over __STRICT_ANSI__). _FORTIFY_SOURCE Add security hardening to many library functions. Set to 1 or 2; 2 performs stricter checks than 1. _REENTRANT, _THREAD_SAFE Obsolete; equivalent to _POSIX_C_SOURCE=199506L. The `-ansi' switch to the GNU C compiler, and standards conformance options such as `-std=c99', define __STRICT_ANSI__. If none of these are defined, or if _DEFAULT_SOURCE is defined, the default is to have _POSIX_SOURCE set to one and _POSIX_C_SOURCE set to 200809L, as well as enabling miscellaneous functions from BSD and SVID. If more than one of these are defined, they accumulate. For example __STRICT_ANSI__, _POSIX_SOURCE and _POSIX_C_SOURCE together give you ISO C, 1003.1, and 1003.2, but nothing else. These are defined by this file and are used by the header files to decide what to declare or define: __GLIBC_USE (F) Define things from feature set F. This is defined to 1 or 0; the subsequent macros are either defined or undefined, and those tests should be moved to __GLIBC_USE. __USE_ISOC11 Define ISO C11 things. __USE_ISOC99 Define ISO C99 things. __USE_ISOC95 Define ISO C90 AMD1 (C95) things. __USE_ISOCXX11 Define ISO C++11 things. __USE_POSIX Define IEEE Std 1003.1 things. __USE_POSIX2 Define IEEE Std 1003.2 things. __USE_POSIX199309 Define IEEE Std 1003.1, and .1b things. __USE_POSIX199506 Define IEEE Std 1003.1, .1b, .1c and .1i things. __USE_XOPEN Define XPG things. __USE_XOPEN_EXTENDED Define X/Open Unix things. __USE_UNIX98 Define Single Unix V2 things. __USE_XOPEN2K Define XPG6 things. __USE_XOPEN2KXSI Define XPG6 XSI things. __USE_XOPEN2K8 Define XPG7 things. __USE_XOPEN2K8XSI Define XPG7 XSI things. __USE_LARGEFILE Define correct standard I/O things. __USE_LARGEFILE64 Define LFS things with separate names. __USE_FILE_OFFSET64 Define 64bit interface as default. __USE_MISC Define things from 4.3BSD or System V Unix. __USE_ATFILE Define *at interfaces and AT_* constants for them. __USE_GNU Define GNU extensions. __USE_FORTIFY_LEVEL Additional security measures used, according to level. The macros `__GNU_LIBRARY__', `__GLIBC__', and `__GLIBC_MINOR__' are defined by this file unconditionally. `__GNU_LIBRARY__' is provided only for compatibility. All new code should use the other symbols to test for features. All macros listed above as possibly being defined by this file are explicitly undefined if they are not explicitly defined. Feature-test macros that are not defined by the user or compiler but are implied by the other feature-test macros defined (or by the lack of any definitions) are defined by the file. ISO C feature test macros depend on the definition of the macro when an affected header is included, not when the first system header is included, and so they are handled in <bits/libc-header-start.h>, which does not have a multiple include guard. Feature test macros that can be handled from the first system header included are handled here. */ /* Undefine everything, so we get a clean slate. */ /* Suppress kernel-name space pollution unless user expressedly asks for it. */ /* Convenience macro to test the version of gcc. Use like this: #if __GNUC_PREREQ (2,8) ... code requiring gcc 2.8 or later ... #endif Note: only works for GCC 2.0 and later, because __GNUC_MINOR__ was added in 2.0. */ /* Similarly for clang. Features added to GCC after version 4.2 may or may not also be available in clang, and clang's definitions of __GNUC(_MINOR)__ are fixed at 4 and 2 respectively. Not all such features can be queried via __has_extension__has_feature. */ /* Whether to use feature set F. */ /* _BSD_SOURCE and _SVID_SOURCE are deprecated aliases for _DEFAULT_SOURCE. If _DEFAULT_SOURCE is present we do not issue a warning; the expectation is that the source is being transitioned to use the new macro. */ /* If _GNU_SOURCE was defined by the user, turn on all the other features. */ /* If nothing (other than _GNU_SOURCE and _DEFAULT_SOURCE) is defined, define _DEFAULT_SOURCE. */ /* This is to enable the ISO C11 extension. */ /* This is to enable the ISO C99 extension. */ /* This is to enable the ISO C90 Amendment 1:1995 extension. */ /* If none of the ANSIPOSIX macros are defined, or if _DEFAULT_SOURCE is defined, use POSIX.1-2008 (or another version depending on _XOPEN_SOURCE). */ /* Some C libraries once required _REENTRANT andor _THREAD_SAFE to be defined in all multithreaded code. GNU libc has not required this for many years. We now treat them as compatibility synonyms for _POSIX_C_SOURCE=199506L, which is the earliest level of POSIX with comprehensive support for multithreaded code. Using them never lowers the selected level of POSIX conformance, only raises it. */ /* The function 'gets' existed in C89, but is impossible to use safely. It has been removed from ISO C11 and ISO C++14. Note: for compatibility with various implementations of <cstdio>, this test must consider only the value of __cplusplus when compiling C++. */ /* Get definitions of __STDC_ predefined macros, if the compiler has not preincluded this header automatically. */ /* Copyright (C) 1991-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* This macro indicates that the installed library is the GNU C Library. For historic reasons the value now is 6 and this will stay from now on. The use of this variable is deprecated. Use __GLIBC__ and __GLIBC_MINOR__ now (see below) when you want to test for a specific GNU C library version and use the values in <gnulib-names.h> to get the sonames of the shared libraries. */ /* Major and minor version number of the GNU C library package. Use these macros to test for features in specific releases. */ /* This is here only because every header file already includes this one. */ /* Copyright (C) 1992-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* We are almost always included from features.h. */ /* The GNU libc does not support any K&R compilers or the traditional mode of ISO C compilers anymore. Check for some of the combinations not anymore supported. */ /* Some user header file might have defined this before. */ /* All functions, except those with callbacks or those that synchronize memory, are leaf functions. */ /* GCC can always grok prototypes. For C++ programs we add throw() to help it optimize the function calls. But this works only with gcc 2.8.x and egcs. For gcc 3.2 and up we even mark C functions as non-throwing using a function attribute since programs can use the -fexceptions options for C code as well. */ /* Compilers that are not clang may object to #if defined __clang__ && __has_extension(...) even though they do not need to evaluate the right-hand side of the &&. */ /* These two macros are not used in glibc anymore. They are kept here only because some other projects expect the macros to be defined. */ /* For these things, GCC behaves the ANSI way normally, and the non-ANSI way under -traditional. */ /* This is not a typedef so `const __ptr_t' does the right thing. */ /* C++ needs to know that types and declarations are C, not C++. */ /* Fortify support. */ /* Support for flexible arrays. Headers that should use flexible arrays only if they're "real" (e.g. only if they won't affect sizeof()) should test #if __glibc_c99_flexarr_available. */ /* __asm__ ("xyz") is used throughout the headers to rename functions at the assembly language level. This is wrapped by the __REDIRECT macro, in order to support compilers that can do this some other way. When compilers don't support asm-names at all, we have to do preprocessor tricks instead (which don't have exactly the right semantics, but it's the best we can do). Example: int __REDIRECT(setpgrp, (__pid_t pid, __pid_t pgrp), setpgid); */ /* #elif __SOME_OTHER_COMPILER__ # define __REDIRECT(name, proto, alias) name proto; _Pragma("let " #name " = " #alias) ) */ /* GCC has various useful declarations that can be made with the `__attribute__' syntax. All of the ways we use this do fine if they are omitted for compilers that don't understand it. */ /* At some point during the gcc 2.96 development the `malloc' attribute for functions was introduced. We don't want to use it unconditionally (although this would be possible) since it generates warnings. */ /* Tell the compiler which arguments to an allocation function indicate the size of the allocation. */ /* At some point during the gcc 2.96 development the `pure' attribute for functions was introduced. We don't want to use it unconditionally (although this would be possible) since it generates warnings. */ /* This declaration tells the compiler that the value is constant. */ /* At some point during the gcc 3.1 development the `used' attribute for functions was introduced. We don't want to use it unconditionally (although this would be possible) since it generates warnings. */ /* Since version 3.2, gcc allows marking deprecated functions. */ /* Since version 4.5, gcc also allows one to specify the message printed when a deprecated function is used. clang claims to be gcc 4.2, but may also support this feature. */ /* At some point during the gcc 2.8 development the `format_arg' attribute for functions was introduced. We don't want to use it unconditionally (although this would be possible) since it generates warnings. If several `format_arg' attributes are given for the same function, in gcc-3.0 and older, all but the last one are ignored. In newer gccs, all designated arguments are considered. */ /* At some point during the gcc 2.97 development the `strfmon' format attribute for functions was introduced. We don't want to use it unconditionally (although this would be possible) since it generates warnings. */ /* The nonull function attribute allows to mark pointer parameters which must not be NULL. */ /* If fortification mode, we warn about unused results of certain function calls which can lead to problems. */ /* Forces a function to be always inlined. */ /* The Linux kernel defines __always_inline in stddef.h (283d7573), and it conflicts with this definition. Therefore undefine it first to allow either header to be included first. */ /* Associate error messages with the source location of the call site rather than with the source location inside the function. */ /* GCC 4.3 and above with -std=c99 or -std=gnu99 implements ISO C99 inline semantics, unless -fgnu89-inline is used. Using __GNUC_STDC_INLINE__ or __GNUC_GNU_INLINE is not a good enough check for gcc because gcc versions older than 4.3 may define these macros and still not guarantee GNU inlining semantics. clang++ identifies itself as gcc-4.2, but has support for GNU inlining semantics, that can be checked fot by using the __GNUC_STDC_INLINE_ and __GNUC_GNU_INLINE__ macro definitions. */ /* GCC 4.3 and above allow passing all anonymous arguments of an __extern_always_inline function to some other vararg function. */ /* It is possible to compile containing GCC extensions even if GCC is run in pedantic mode if the uses are carefully marked using the `__extension__' keyword. But this is not generally available before version 2.8. */ /* __restrict is known in EGCS 1.2 and above. */ /* ISO C99 also allows to declare arrays as non-overlapping. The syntax is array_name[restrict] GCC 3.1 supports this. */ /* Describes a char array whose address can safely be passed as the first argument to strncpy and strncat, as the char array is not necessarily a NUL-terminated string. */ /* Determine the wordsize from the preprocessor defines. */ /* Both x86-64 and x32 use the 64-bit system call interface. */ /* Properties of long double type. ldbl-96 version. Copyright (C) 2016-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* long double is distinct from double, so there is nothing to define here. */ /* __glibc_macro_warning (MESSAGE) issues warning MESSAGE. This is intended for use in preprocessor macros. Note: MESSAGE must be a _single_ string; concatenation of string literals is not supported. */ /* Generic selection (ISO C11) is a C-only feature, available in GCC since version 4.9. Previous versions do not provide generic selection, even though they might set __STDC_VERSION__ to 201112L, when in -std=c11 mode. Thus, we must check for !defined __GNUC__ when testing __STDC_VERSION__ for generic selection support. On the other hand, Clang also defines __GNUC__, so a clang-specific check is required to enable the use of generic selection. */ /* If we don't have __REDIRECT, prototypes will be missing if __USE_FILE_OFFSET64 but not __USE_LARGEFILE[64]. */ /* Decide whether we can define 'extern inline' functions in headers. */ /* This is here only because every header file already includes this one. Get the definitions of all the appropriate `__stub_FUNCTION' symbols. <gnustubs.h> contains `#define __stub_FUNCTION' when FUNCTION is a stub that will always return failure (and set errno to ENOSYS). */ /* This file is automatically generated. This file selects the right generated file of `__stub_FUNCTION' macros based on the architecture being compiled for. */ /* This file is automatically generated. It defines a symbol `__stub_FUNCTION' for each function in the C library which is a stub, meaning it will fail every time called, usually setting errno to ENOSYS. */ /* bitstypes.h -- definitions of __*_t types underlying *_t types. Copyright (C) 2002-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Never include this file directly; use <sys/types.h> instead. */ /* Copyright (C) 1991-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Determine the wordsize from the preprocessor defines. */ /* Both x86-64 and x32 use the 64-bit system call interface. */ /* Convenience types. */ typedef unsigned char __u_char; typedef unsigned short int __u_short; typedef unsigned int __u_int; typedef unsigned long int __u_long; /* Fixed-size types, underlying types depend on word size and compiler. */ typedef signed char __int8_t; typedef unsigned char __uint8_t; typedef signed short int __int16_t; typedef unsigned short int __uint16_t; typedef signed int __int32_t; typedef unsigned int __uint32_t; typedef signed long int __int64_t; typedef unsigned long int __uint64_t; /* Smallest types with at least a given width. */ typedef __int8_t __int_least8_t; typedef __uint8_t __uint_least8_t; typedef __int16_t __int_least16_t; typedef __uint16_t __uint_least16_t; typedef __int32_t __int_least32_t; typedef __uint32_t __uint_least32_t; typedef __int64_t __int_least64_t; typedef __uint64_t __uint_least64_t; /* quad_t is also 64 bits. */ typedef long int __quad_t; typedef unsigned long int __u_quad_t; /* Largest integral types. */ typedef long int __intmax_t; typedef unsigned long int __uintmax_t; /* The machine-dependent file <bitstypesizes.h> defines __*_T_TYPE macros for each of the OS types we define below. The definitions of those macros must use the following macros for underlying types. We define __S<SIZE>_TYPE and __U<SIZE>_TYPE for the signed and unsigned variants of each of the following integer types on this machine. 16 -- "natural" 16-bit type (always short) 32 -- "natural" 32-bit type (always int) 64 -- "natural" 64-bit type (long or long long) LONG32 -- 32-bit type, traditionally long QUAD -- 64-bit type, always long long WORD -- natural type of __WORDSIZE bits (int or long) LONGWORD -- type of __WORDSIZE bits, traditionally long We distinguish WORD/LONGWORD, 32/LONG32, and 64/QUAD so that the conventional uses of `long' or `long long' type modifiers match the types we define, even when a less-adorned type would be the same size. This matters for (somewhat) portably writing printf/scanf formats for these types, where using the appropriate l or ll format modifiers can make the typedefs and the formats match up across all GNU platforms. If we used `long' when it's 64 bits where `long long' is expected, then the compiler would warn about the formats not matching the argument types, and the programmer changing them to shut up the compiler would break the program's portability. Here we assume what is presently the case in all the GCC configurations we support: long long is always 64 bits, long is always word/address size, and int is always 32 bits. */ /* No need to mark the typedef with __extension__. */ /* bitstypesizes.h -- underlying types for *_t. Linux/x86-64 version. Copyright (C) 2012-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* See <bitstypes.h> for the meaning of these macros. This file exists so that <bits/types.h> need not vary across different GNU platforms. */ /* X32 kernel interface is 64-bit. */ /* Tell the libc code that off_t and off64_t are actually the same type for all ABI purposes, even if possibly expressed as different base types for C type-checking purposes. */ /* Same for ino_t and ino64_t. */ /* And for __rlim_t and __rlim64_t. */ /* Number of descriptors that can fit in an `fd_set'. */ typedef unsigned long int __dev_t; /* Type of device numbers. */ typedef unsigned int __uid_t; /* Type of user identifications. */ typedef unsigned int __gid_t; /* Type of group identifications. */ typedef unsigned long int __ino_t; /* Type of file serial numbers. */ typedef unsigned long int __ino64_t; /* Type of file serial numbers (LFS). */ typedef unsigned int __mode_t; /* Type of file attribute bitmasks. */ typedef unsigned long int __nlink_t; /* Type of file link counts. */ typedef long int __off_t; /* Type of file sizes and offsets. */ typedef long int __off64_t; /* Type of file sizes and offsets (LFS). */ typedef int __pid_t; /* Type of process identifications. */ struct named_avilib_c_317 { int __val[2]; }; typedef struct named_avilib_c_317 __fsid_t; /* Type of file system IDs. */ typedef long int __clock_t; /* Type of CPU usage counts. */ typedef unsigned long int __rlim_t; /* Type for resource measurement. */ typedef unsigned long int __rlim64_t; /* Type for resource measurement (LFS). */ typedef unsigned int __id_t; /* General type for IDs. */ typedef long int __time_t; /* Seconds since the Epoch. */ typedef unsigned int __useconds_t; /* Count of microseconds. */ typedef long int __suseconds_t; /* Signed count of microseconds. */ typedef int __daddr_t; /* The type of a disk address. */ typedef int __key_t; /* Type of an IPC key. */ /* Clock ID used in clock and timer functions. */ typedef int __clockid_t; /* Timer ID returned by `timer_create'. */ typedef void * __timer_t; /* Type to represent block size. */ typedef long int __blksize_t; /* Types from the Large File Support interface. */ /* Type to count number of disk blocks. */ typedef long int __blkcnt_t; typedef long int __blkcnt64_t; /* Type to count file system blocks. */ typedef unsigned long int __fsblkcnt_t; typedef unsigned long int __fsblkcnt64_t; /* Type to count file system nodes. */ typedef unsigned long int __fsfilcnt_t; typedef unsigned long int __fsfilcnt64_t; /* Type of miscellaneous file system fields. */ typedef long int __fsword_t; typedef long int __ssize_t; /* Type of a byte count, or error. */ /* Signed long type used in system calls. */ typedef long int __syscall_slong_t; /* Unsigned long type used in system calls. */ typedef unsigned long int __syscall_ulong_t; /* These few don't really vary by system, they always correspond to one of the other defined types. */ typedef __off64_t __loff_t; /* Type of file sizes and offsets (LFS). */ typedef char * __caddr_t; /* Duplicates info from stdint.h but this is used in unistd.h. */ typedef long int __intptr_t; /* Duplicate info from syssocket.h. */ typedef unsigned int __socklen_t; /* C99: An integer type that can be accessed as an atomic entity, even in the presence of asynchronous interrupts. It is not currently necessary for this to be machine-specific. */ typedef int __sig_atomic_t; typedef __u_char u_char; typedef __u_short u_short; typedef __u_int u_int; typedef __u_long u_long; typedef __quad_t quad_t; typedef __u_quad_t u_quad_t; typedef __fsid_t fsid_t; typedef __loff_t loff_t; typedef __ino_t ino_t; typedef __dev_t dev_t; typedef __gid_t gid_t; typedef __mode_t mode_t; typedef __nlink_t nlink_t; typedef __uid_t uid_t; typedef __off_t off_t; typedef __pid_t pid_t; typedef __id_t id_t; typedef __ssize_t ssize_t; typedef __daddr_t daddr_t; typedef __caddr_t caddr_t; typedef __key_t key_t; /* bitstypes.h -- definitions of __*_t types underlying *_t types. Copyright (C) 2002-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Never include this file directly; use <sys/types.h> instead. */ /* Returned by `clock'. */ typedef __clock_t clock_t; /* bitstypes.h -- definitions of __*_t types underlying *_t types. Copyright (C) 2002-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Never include this file directly; use <sys/types.h> instead. */ /* Clock ID used in clock and timer functions. */ typedef __clockid_t clockid_t; /* bitstypes.h -- definitions of __*_t types underlying *_t types. Copyright (C) 2002-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Never include this file directly; use <sys/types.h> instead. */ /* Returned by `time'. */ typedef __time_t time_t; /* bitstypes.h -- definitions of __*_t types underlying *_t types. Copyright (C) 2002-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Never include this file directly; use <sys/types.h> instead. */ /* Timer ID returned by `timer_create'. */ typedef __timer_t timer_t; /* Copyright (C) 1989-2018 Free Software Foundation, Inc. This file is part of GCC. GCC is free software; you can redistribute it andor modify it under the terms of the GNU General Public License as published by the Free Software Foundation; either version 3, or (at your option) any later version. GCC is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. Under Section 7 of GPL version 3, you are granted additional permissions described in the GCC Runtime Library Exception, version 3.1, as published by the Free Software Foundation. You should have received a copy of the GNU General Public License and a copy of the GCC Runtime Library Exception along with this program; see the files COPYING3 and COPYING.RUNTIME respectively. If not, see <http:www.gnu.org/licenses/>. */ /* ISO C Standard: 7.17 Common definitions <stddef.h> */ /* Any one of these symbols __need_ means that GNU libc wants us just to define one data type. So don't define the symbols that indicate this file's entire job has been done. */ /* This avoids lossage on SunOS but only if stdtypes.h comes first. There's no way to win with the other order! Sun lossage. */ /* On 4.3bsd-net2, make sure ansi.h is included, so we have one less case to deal with in the following. */ /* On FreeBSD 5, machineansi.h does not exist anymore... */ /* In 4.3bsd-net2, machineansi.h defines these symbols, which are defined if the corresponding type is *not* defined. FreeBSD-2.1 defines _MACHINE_ANSI_H_ instead of _ANSI_H_. NetBSD defines _I386_ANSI_H_ and _X86_64_ANSI_H_ instead of _ANSI_H_ */ /* Sequent's header files use _PTRDIFF_T_ in some conflicting way. Just ignore it. */ /* On VxWorks, <typevxTypesBase.h> may have defined macros like _TYPE_size_t which will typedef size_t. fixincludes patched the vxTypesBase.h so that this macro is only defined if _GCC_SIZE_T is not defined, and so that defining this macro defines _GCC_SIZE_T. If we find that the macros are still defined at this point, we must invoke them so that the type is defined as expected. */ /* In case nobody has defined these types, but we aren't running under GCC 2.00, make sure that __PTRDIFF_TYPE__, __SIZE_TYPE__, and __WCHAR_TYPE__ have reasonable values. This can happen if the parts of GCC is compiled by an older compiler, that actually include gstddef.h, such as collect2. */ /* Signed type of difference of two pointers. */ /* Define this type if we are doing the whole job, or if we want this type in particular. */ /* Unsigned type of `sizeof' something. */ /* Define this type if we are doing the whole job, or if we want this type in particular. */ typedef long unsigned int size_t; /* Wide character type. Locale-writers should change this as necessary to be big enough to hold unique values not between 0 and 127, and not (wchar_t) -1, for each defined multibyte character. */ /* Define this type if we are doing the whole job, or if we want this type in particular. */ /* In 4.3bsd-net2, leave these undefined to indicate that size_t, etc. are already defined. */ /* BSDOS 3.1 and FreeBSD [23].x require the MACHINE_ANSI_H check here. */ /* NetBSD 5 requires the I386_ANSI_H and X86_64_ANSI_H checks here. */ /* A null pointer constant. */ /* Old compatibility names for C types. */ typedef unsigned long int ulong; typedef unsigned short int ushort; typedef unsigned int uint; /* These size-specific names are used by some of the inet code. */ /* Define intN_t types. Copyright (C) 2017-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* bitstypes.h -- definitions of __*_t types underlying *_t types. Copyright (C) 2002-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Never include this file directly; use <sys/types.h> instead. */ typedef __int8_t int8_t; typedef __int16_t int16_t; typedef __int32_t int32_t; typedef __int64_t int64_t; /* For GCC 2.7 and later, we can use specific type-size attributes. */ typedef unsigned int u_int8_t; typedef unsigned int u_int16_t; typedef unsigned int u_int32_t; typedef unsigned int u_int64_t; typedef int register_t; /* Some code from BIND tests this macro to see if the types above are defined. */ /* In BSD <systypes.h> is expected to define BYTE_ORDER. */ /* Copyright (C) 1992-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Copyright (C) 1991-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Definitions for byte order, according to significance of bytes, from low addresses to high addresses. The value is what you get by putting '4' in the most significant byte, '3' in the second most significant byte, '2' in the second least significant byte, and '1' in the least significant byte, and then writing down one digit for each byte, starting with the byte at the lowest address at the left, and proceeding to the byte with the highest address at the right. */ /* This file defines `__BYTE_ORDER' for the particular machine. */ /* i386x86_64 are little-endian. */ /* Some machines may need to use a different endianness for floating point values. */ /* Conversion interfaces. */ /* Macros and inline functions to swap the order of bytes in integer values. Copyright (C) 1997-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Copyright (C) 1991-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* bitstypes.h -- definitions of __*_t types underlying *_t types. Copyright (C) 2002-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Never include this file directly; use <sys/types.h> instead. */ /* Swap bytes in 16-bit value. */ static inline __uint16_t __bswap_16(__uint16_t __bsx) { __uint16_t _ret_val_0; _ret_val_0=__builtin_bswap16(__bsx); return _ret_val_0; } /* Swap bytes in 32-bit value. */ static inline __uint32_t __bswap_32(__uint32_t __bsx) { __uint32_t _ret_val_0; _ret_val_0=__builtin_bswap32(__bsx); return _ret_val_0; } /* Swap bytes in 64-bit value. */ static inline __uint64_t __bswap_64(__uint64_t __bsx) { __uint64_t _ret_val_0; _ret_val_0=__builtin_bswap64(__bsx); return _ret_val_0; } /* Inline functions to return unsigned integer values unchanged. Copyright (C) 2017-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* bitstypes.h -- definitions of __*_t types underlying *_t types. Copyright (C) 2002-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Never include this file directly; use <sys/types.h> instead. */ /* These inline functions are to ensure the appropriate type conversions and associated diagnostics from macros that convert to a given endianness. */ static inline __uint16_t __uint16_identity(__uint16_t __x) { return __x; } static inline __uint32_t __uint32_identity(__uint32_t __x) { return __x; } static inline __uint64_t __uint64_identity(__uint64_t __x) { return __x; } /* It also defines `fd_set' and the FD_ macros for `select'. */ /* `fd_set' type and related macros, and `select'`pselect' declarations. Copyright (C) 1996-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* POSIX 1003.1g: 6.2 Select from File Descriptor Sets <sysselect.h> */ /* Copyright (C) 1991-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Get definition of needed basic types. */ /* bitstypes.h -- definitions of __*_t types underlying *_t types. Copyright (C) 2002-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Never include this file directly; use <sys/types.h> instead. */ /* Get __FD_ definitions. */ /* Copyright (C) 1997-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Determine the wordsize from the preprocessor defines. */ /* Both x86-64 and x32 use the 64-bit system call interface. */ /* Get sigset_t. */ struct named_avilib_c_1066 { unsigned long int __val[(1024/(8*sizeof (unsigned long int)))]; }; typedef struct named_avilib_c_1066 __sigset_t; /* A set of signals to be blocked, unblocked, or waited for. */ typedef __sigset_t sigset_t; /* Get definition of timer specification structures. */ /* bitstypes.h -- definitions of __*_t types underlying *_t types. Copyright (C) 2002-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Never include this file directly; use <sys/types.h> instead. */ /* A time value that is accurate to the nearest microsecond but also has a range of years. */ struct timeval { __time_t tv_sec; /* Seconds. */ __suseconds_t tv_usec; }; /* Microseconds. */ /* NB: Include guard matches what <linuxtime.h> uses. */ /* bitstypes.h -- definitions of __*_t types underlying *_t types. Copyright (C) 2002-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Never include this file directly; use <sys/types.h> instead. */ /* POSIX.1b structure for a time value. This is like a `struct timeval' but has nanoseconds instead of microseconds. */ struct timespec { __time_t tv_sec; /* Seconds. */ __syscall_slong_t tv_nsec; }; /* Nanoseconds. */ typedef __suseconds_t suseconds_t; /* The fd_set member is required to be an array of longs. */ typedef long int __fd_mask; /* Some versions of <linuxposix_types.h> define this macros. */ /* It's easier to assume 8-bit bytes than to get CHAR_BIT. */ /* fd_set for select and pselect. */ struct named_avilib_c_1161 { /* XPG4.2 requires this member name. Otherwise avoid the name from the global namespace. */ __fd_mask __fds_bits[(1024/(8*((int)sizeof (__fd_mask))))]; }; typedef struct named_avilib_c_1161 fd_set; /* Maximum number of file descriptors in `fd_set'. */ /* Sometimes the fd_set member is assumed to have this type. */ typedef __fd_mask fd_mask; /* Number of bits per word of `fd_set' (some code assumes this is 32). */ /* Access macros for `fd_set'. */ /* Check the first NFDS descriptors each in READFDS (if not NULL) for read readiness, in WRITEFDS (if not NULL) for write readiness, and in EXCEPTFDS (if not NULL) for exceptional conditions. If TIMEOUT is not NULL, time out after waiting the interval specified therein. Returns the number of ready descriptors, or -1 for errors. This function is a cancellation point and therefore not marked with __THROW. */ extern int select(int __nfds, fd_set * __readfds, fd_set * __writefds, fd_set * __exceptfds, struct timeval * __timeout); /* Same as above only that the TIMEOUT value is given with higher resolution and a sigmask which is been set temporarily. This version should be used. This function is a cancellation point and therefore not marked with __THROW. */ extern int pselect(int __nfds, fd_set * __readfds, fd_set * __writefds, fd_set * __exceptfds, const struct timespec * __timeout, const __sigset_t * __sigmask); /* Define some inlines helping to catch common problems. */ typedef __blksize_t blksize_t; /* Types from the Large File Support interface. */ typedef __blkcnt_t blkcnt_t; /* Type to count number of disk blocks. */ typedef __fsblkcnt_t fsblkcnt_t; /* Type to count file system blocks. */ typedef __fsfilcnt_t fsfilcnt_t; /* Type to count file system inodes. */ /* Now add the thread types. */ /* Declaration of common pthread types for all architectures. Copyright (C) 2017-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* For internal mutex and condition variable definitions. */ /* Common threading primitives definitions for both POSIX and C11. Copyright (C) 2017-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Arch-specific definitions. Each architecture must define the following macros to define the expected sizes of pthread data types: __SIZEOF_PTHREAD_ATTR_T - size of pthread_attr_t. __SIZEOF_PTHREAD_MUTEX_T - size of pthread_mutex_t. __SIZEOF_PTHREAD_MUTEXATTR_T - size of pthread_mutexattr_t. __SIZEOF_PTHREAD_COND_T - size of pthread_cond_t. __SIZEOF_PTHREAD_CONDATTR_T - size of pthread_condattr_t. __SIZEOF_PTHREAD_RWLOCK_T - size of pthread_rwlock_t. __SIZEOF_PTHREAD_RWLOCKATTR_T - size of pthread_rwlockattr_t. __SIZEOF_PTHREAD_BARRIER_T - size of pthread_barrier_t. __SIZEOF_PTHREAD_BARRIERATTR_T - size of pthread_barrierattr_t. Also, the following macros must be define for internal pthread_mutex_t struct definitions (struct __pthread_mutex_s): __PTHREAD_COMPAT_PADDING_MID - any additional members after 'kind' and before '__spin' (for 64 bits) or '__nusers' (for 32 bits). __PTHREAD_COMPAT_PADDING_END - any additional members at the end of the internal structure. __PTHREAD_MUTEX_LOCK_ELISION - 1 if the architecture supports lock elision or 0 otherwise. __PTHREAD_MUTEX_NUSERS_AFTER_KIND - control where to put __nusers. The preferred value for new architectures is 0. __PTHREAD_MUTEX_USE_UNION - control whether internal __spins and __list will be place inside a union for linuxthreads compatibility. The preferred value for new architectures is 0. For a new port the preferred values for the required defines are: #define __PTHREAD_COMPAT_PADDING_MID #define __PTHREAD_COMPAT_PADDING_END #define __PTHREAD_MUTEX_LOCK_ELISION 0 #define __PTHREAD_MUTEX_NUSERS_AFTER_KIND 0 #define __PTHREAD_MUTEX_USE_UNION 0 __PTHREAD_MUTEX_LOCK_ELISION can be set to 1 if the hardware plans to eventually support lock elision using transactional memory. The additional macro defines any constraint for the lock alignment inside the thread structures: __LOCK_ALIGNMENT - for internal lockfutex usage. Same idea but for the once locking primitive: __ONCE_ALIGNMENT - for pthread_once_t/once_flag definition. And finally the internal pthread_rwlock_t (struct __pthread_rwlock_arch_t) must be defined. */ /* Copyright (C) 2002-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Determine the wordsize from the preprocessor defines. */ /* Both x86-64 and x32 use the 64-bit system call interface. */ /* Definitions for internal mutex struct. */ struct __pthread_rwlock_arch_t { unsigned int __readers; unsigned int __writers; unsigned int __wrphase_futex; unsigned int __writers_futex; unsigned int __pad3; unsigned int __pad4; int __cur_writer; int __shared; signed char __rwelision; unsigned char __pad1[7]; unsigned long int __pad2; /* FLAGS must stay at this position in the structure to maintain binary compatibility. */ unsigned int __flags; }; /* Common definition of pthread_mutex_t. */ struct __pthread_internal_list { struct __pthread_internal_list * __prev; struct __pthread_internal_list * __next; }; typedef struct __pthread_internal_list __pthread_list_t; /* Lock elision support. */ struct __pthread_mutex_s { int __lock; unsigned int __count; int __owner; unsigned int __nusers; /* KIND must stay at this position in the structure to maintain binary compatibility with static initializers. */ int __kind; short __spins; short __elision; __pthread_list_t __list; }; /* Common definition of pthread_cond_t. */ struct named_avilib_c_1514 { unsigned int __low; unsigned int __high; }; union named_avilib_c_1499 { unsigned long long int __wseq; struct named_avilib_c_1514 __wseq32; }; struct named_avilib_c_1553 { unsigned int __low; unsigned int __high; }; union named_avilib_c_1538 { unsigned long long int __g1_start; struct named_avilib_c_1553 __g1_start32; }; struct __pthread_cond_s { union named_avilib_c_1499 ; union named_avilib_c_1538 ; unsigned int __g_refs[2]; unsigned int __g_size[2]; unsigned int __g1_orig_size; unsigned int __wrefs; unsigned int __g_signals[2]; }; /* Thread identifiers. The structure of the attribute type is not exposed on purpose. */ typedef unsigned long int pthread_t; /* Data structures for mutex handling. The structure of the attribute type is not exposed on purpose. */ union named_avilib_c_1635 { char __size[4]; int __align; }; typedef union named_avilib_c_1635 pthread_mutexattr_t; /* Data structure for condition variable handling. The structure of the attribute type is not exposed on purpose. */ union named_avilib_c_1657 { char __size[4]; int __align; }; typedef union named_avilib_c_1657 pthread_condattr_t; /* Keys for thread-specific data */ typedef unsigned int pthread_key_t; /* Once-only execution */ typedef int pthread_once_t; union pthread_attr_t { char __size[56]; long int __align; }; typedef union pthread_attr_t pthread_attr_t; union named_avilib_c_1726 { struct __pthread_mutex_s __data; char __size[40]; long int __align; }; typedef union named_avilib_c_1726 pthread_mutex_t; union named_avilib_c_1757 { struct __pthread_cond_s __data; char __size[48]; long long int __align; }; typedef union named_avilib_c_1757 pthread_cond_t; /* Data structure for reader-writer lock variable handling. The structure of the attribute type is deliberately not exposed. */ union named_avilib_c_1791 { struct __pthread_rwlock_arch_t __data; char __size[56]; long int __align; }; typedef union named_avilib_c_1791 pthread_rwlock_t; union named_avilib_c_1822 { char __size[8]; long int __align; }; typedef union named_avilib_c_1822 pthread_rwlockattr_t; /* POSIX spinlock data type. */ typedef volatile int pthread_spinlock_t; /* POSIX barriers data type. The structure of the type is deliberately not exposed. */ union named_avilib_c_1855 { char __size[32]; long int __align; }; typedef union named_avilib_c_1855 pthread_barrier_t; union named_avilib_c_1879 { char __size[4]; int __align; }; typedef union named_avilib_c_1879 pthread_barrierattr_t; /* Copyright (C) 1991-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* POSIX Standard: 5.6 File Characteristics <sys/stat.h> */ /* Copyright (C) 1991-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* bitstypes.h -- definitions of __*_t types underlying *_t types. Copyright (C) 2002-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Never include this file directly; use <sys/types.h> instead. */ /* NB: Include guard matches what <linuxtime.h> uses. */ /* The Single Unix specification says that some more types are available here. */ /* Copyright (C) 1999-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Versions of the `struct stat' data structure. */ /* x86-64 versions of the `xmknod' interface. */ struct stat { __dev_t st_dev; /* Device. */ __ino_t st_ino; /* File serial number. */ __nlink_t st_nlink; /* Link count. */ __mode_t st_mode; /* File mode. */ __uid_t st_uid; /* User ID of the file's owner. */ __gid_t st_gid; /* Group ID of the file's group.*/ int __pad0; __dev_t st_rdev; /* Device number, if device. */ __off_t st_size; /* Size of file, in bytes. */ __blksize_t st_blksize; /* Optimal block size for I/O. */ __blkcnt_t st_blocks; /* Number 512-byte blocks allocated. */ /* Nanosecond resolution timestamps are stored in a format equivalent to 'struct timespec'. This is the type used whenever possible but the Unix namespace rules do not allow the identifier 'timespec' to appear in the <sys/stat.h> header. Therefore we have to handle the use of this header in strictly standard-compliant sources special. */ struct timespec st_atim; /* Time of last access. */ struct timespec st_mtim; /* Time of last modification. */ struct timespec st_ctim; /* Time of last status change. */ __syscall_slong_t __glibc_reserved[3]; }; struct timespec; /* Tell code we have these members. */ /* Nanosecond resolution time values are supported. */ /* Encoding of the file mode. */ /* File types. */ /* POSIX.1b objects. Note that these macros always evaluate to zero. But they do it by enforcing the correct use of the macros. */ /* Protection bits. */ /* Test macros for file types. */ /* These are from POSIX.1b. If the objects are not implemented using separate distinct file types, the macros always will evaluate to zero. Unlike the other S_ macros the following three take a pointer to a `struct stat' object as the argument. */ /* Protection bits. */ /* Save swapped text after use (sticky bit). This is pretty well obsolete. */ /* Read, write, and execute by owner. */ /* Read, write, and execute by group. */ /* Read, write, and execute by others. */ /* Macros for common mode bit masks. */ /* Get file attributes for FILE and put them in BUF. */ extern int stat(const char * __file, struct stat * __buf); /* Get file attributes for the file, device, pipe, or socket that file descriptor FD is open on and put them in BUF. */ extern int fstat(int __fd, struct stat * __buf); /* Similar to stat, get the attributes for FILE and put them in BUF. Relative path names are interpreted relative to FD unless FD is AT_FDCWD. */ extern int fstatat(int __fd, const char * __file, struct stat * __buf, int __flag); /* Get file attributes about FILE and put them in BUF. If FILE is a symbolic link, do not follow it. */ extern int lstat(const char * __file, struct stat * __buf); /* Set file access permissions for FILE to MODE. If FILE is a symbolic link, this affects its target instead. */ extern int chmod(const char * __file, __mode_t __mode); /* Set file access permissions for FILE to MODE. If FILE is a symbolic link, this affects the link itself rather than its target. */ extern int lchmod(const char * __file, __mode_t __mode); /* Set file access permissions of the file FD is open on to MODE. */ extern int fchmod(int __fd, __mode_t __mode); /* Set file access permissions of FILE relative to the directory FD is open on. */ extern int fchmodat(int __fd, const char * __file, __mode_t __mode, int __flag); /* Set the file creation mask of the current process to MASK, and return the old creation mask. */ extern __mode_t umask(__mode_t __mask); /* Create a new directory named PATH, with permission bits MODE. */ extern int mkdir(const char * __path, __mode_t __mode); /* Like mkdir, create a new directory with permission bits MODE. But interpret relative PATH names relative to the directory associated with FD. */ extern int mkdirat(int __fd, const char * __path, __mode_t __mode); /* Create a device file named PATH, with permission and special bits MODE and device number DEV (which can be constructed from major and minor device numbers with the `makedev' macro above). */ extern int mknod(const char * __path, __mode_t __mode, __dev_t __dev); /* Like mknod, create a new device file with permission bits MODE and device number DEV. But interpret relative PATH names relative to the directory associated with FD. */ extern int mknodat(int __fd, const char * __path, __mode_t __mode, __dev_t __dev); /* Create a new FIFO named PATH, with permission bits MODE. */ extern int mkfifo(const char * __path, __mode_t __mode); /* Like mkfifo, create a new FIFO with permission bits MODE. But interpret relative PATH names relative to the directory associated with FD. */ extern int mkfifoat(int __fd, const char * __path, __mode_t __mode); /* Set file access and modification times relative to directory file descriptor. */ extern int utimensat(int __fd, const char * __path, const struct timespec __times[2], int __flags); /* Set file access and modification times of the file associated with FD. */ extern int futimens(int __fd, const struct timespec __times[2]); /* To allow the `struct stat' structure and the file type `mode_t' bits to vary without changing shared library major version number, the `stat' family of functions and `mknod' are in fact inline wrappers around calls to `xstat', `fxstat', `lxstat', and `xmknod', which all take a leading version-number argument designating the data structure and bits used. <bitsstat.h> defines _STAT_VER with the version number corresponding to `struct stat' as defined in that file; and _MKNOD_VER with the version number corresponding to the S_IF* macros defined therein. It is arranged that when not inlined these function are always statically linked; that way a dynamically-linked executable always encodes the version number corresponding to the data structures it uses, so the `x' functions in the shared library can adapt without needing to recompile all callers. */ /* Wrappers for stat and mknod system calls. */ extern int __fxstat(int __ver, int __fildes, struct stat * __stat_buf); extern int __xstat(int __ver, const char * __filename, struct stat * __stat_buf); extern int __lxstat(int __ver, const char * __filename, struct stat * __stat_buf); extern int __fxstatat(int __ver, int __fildes, const char * __filename, struct stat * __stat_buf, int __flag); extern int __xmknod(int __ver, const char * __path, __mode_t __mode, __dev_t * __dev); extern int __xmknodat(int __ver, int __fd, const char * __path, __mode_t __mode, __dev_t * __dev); /* Define ISO C stdio on top of C++ iostreams. Copyright (C) 1991-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* ISO C99 Standard: 7.19 Input/output <stdio.h> */ /* Handle feature test macros at the start of a header. Copyright (C) 2016-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* This header is internal to glibc and should not be included outside of glibc headers. Headers including it must define __GLIBC_INTERNAL_STARTING_HEADER_IMPLEMENTATION first. This header cannot have multiple include guards because ISO C feature test macros depend on the definition of the macro when an affected header is included, not when the first system header is included. */ /* Copyright (C) 1991-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* ISOIEC TR 24731-2:2010 defines the __STDC_WANT_LIB_EXT2__ macro. */ /* ISOIEC TS 18661-1:2014 defines the __STDC_WANT_IEC_60559_BFP_EXT__ macro. */ /* ISOIEC TS 18661-4:2015 defines the __STDC_WANT_IEC_60559_FUNCS_EXT__ macro. */ /* ISOIEC TS 18661-3:2015 defines the __STDC_WANT_IEC_60559_TYPES_EXT__ macro. */ /* Copyright (C) 1989-2018 Free Software Foundation, Inc. This file is part of GCC. GCC is free software; you can redistribute it andor modify it under the terms of the GNU General Public License as published by the Free Software Foundation; either version 3, or (at your option) any later version. GCC is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. Under Section 7 of GPL version 3, you are granted additional permissions described in the GCC Runtime Library Exception, version 3.1, as published by the Free Software Foundation. You should have received a copy of the GNU General Public License and a copy of the GCC Runtime Library Exception along with this program; see the files COPYING3 and COPYING.RUNTIME respectively. If not, see <http:www.gnu.org/licenses/>. */ /* ISO C Standard: 7.17 Common definitions <stddef.h> */ /* Any one of these symbols __need_ means that GNU libc wants us just to define one data type. So don't define the symbols that indicate this file's entire job has been done. */ /* This avoids lossage on SunOS but only if stdtypes.h comes first. There's no way to win with the other order! Sun lossage. */ /* On 4.3bsd-net2, make sure ansi.h is included, so we have one less case to deal with in the following. */ /* On FreeBSD 5, machineansi.h does not exist anymore... */ /* In 4.3bsd-net2, machineansi.h defines these symbols, which are defined if the corresponding type is *not* defined. FreeBSD-2.1 defines _MACHINE_ANSI_H_ instead of _ANSI_H_. NetBSD defines _I386_ANSI_H_ and _X86_64_ANSI_H_ instead of _ANSI_H_ */ /* Sequent's header files use _PTRDIFF_T_ in some conflicting way. Just ignore it. */ /* On VxWorks, <typevxTypesBase.h> may have defined macros like _TYPE_size_t which will typedef size_t. fixincludes patched the vxTypesBase.h so that this macro is only defined if _GCC_SIZE_T is not defined, and so that defining this macro defines _GCC_SIZE_T. If we find that the macros are still defined at this point, we must invoke them so that the type is defined as expected. */ /* In case nobody has defined these types, but we aren't running under GCC 2.00, make sure that __PTRDIFF_TYPE__, __SIZE_TYPE__, and __WCHAR_TYPE__ have reasonable values. This can happen if the parts of GCC is compiled by an older compiler, that actually include gstddef.h, such as collect2. */ /* Signed type of difference of two pointers. */ /* Define this type if we are doing the whole job, or if we want this type in particular. */ /* Unsigned type of `sizeof' something. */ /* Define this type if we are doing the whole job, or if we want this type in particular. */ /* Wide character type. Locale-writers should change this as necessary to be big enough to hold unique values not between 0 and 127, and not (wchar_t) -1, for each defined multibyte character. */ /* Define this type if we are doing the whole job, or if we want this type in particular. */ /* In 4.3bsd-net2, leave these undefined to indicate that size_t, etc. are already defined. */ /* BSDOS 3.1 and FreeBSD [23].x require the MACHINE_ANSI_H check here. */ /* NetBSD 5 requires the I386_ANSI_H and X86_64_ANSI_H checks here. */ /* A null pointer constant. */ /* Copyright (C) 1989-2018 Free Software Foundation, Inc. This file is part of GCC. GCC is free software; you can redistribute it andor modify it under the terms of the GNU General Public License as published by the Free Software Foundation; either version 3, or (at your option) any later version. GCC is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. Under Section 7 of GPL version 3, you are granted additional permissions described in the GCC Runtime Library Exception, version 3.1, as published by the Free Software Foundation. You should have received a copy of the GNU General Public License and a copy of the GCC Runtime Library Exception along with this program; see the files COPYING3 and COPYING.RUNTIME respectively. If not, see <http:www.gnu.org/licenses/>. */ /* ISO C Standard: 7.15 Variable arguments <stdarg.h> */ /* Define __gnuc_va_list. */ typedef __builtin_va_list __gnuc_va_list; /* Define the standard macros for the user, if this invocation was from the user program. */ /* bitstypes.h -- definitions of __*_t types underlying *_t types. Copyright (C) 2002-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Never include this file directly; use <sys/types.h> instead. */ /* bitstypes.h -- definitions of __*_t types underlying *_t types. Copyright (C) 2002-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Never include this file directly; use <sys/types.h> instead. */ /* Integral type unchanged by default argument promotions that can hold any value corresponding to members of the extended character set, as well as at least one value that does not correspond to any member of the extended character set. */ /* Conversion state information. */ union named_avilib_c_3115 { unsigned int __wch; char __wchb[4]; }; struct named_avilib_c_3107 { int __count; union named_avilib_c_3115 __value; }; /* Value so far. */ typedef struct named_avilib_c_3107 __mbstate_t; /* The tag name of this struct is _G_fpos_t to preserve historic C++ mangled names for functions taking fpos_t arguments. That name should not be used in new code. */ struct _G_fpos_t { __off_t __pos; __mbstate_t __state; }; typedef struct _G_fpos_t __fpos_t; /* bitstypes.h -- definitions of __*_t types underlying *_t types. Copyright (C) 2002-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Never include this file directly; use <sys/types.h> instead. */ /* The tag name of this struct is _G_fpos64_t to preserve historic C++ mangled names for functions taking fpos_t andor fpos64_t arguments. That name should not be used in new code. */ struct _G_fpos64_t { __off64_t __pos; __mbstate_t __state; }; typedef struct _G_fpos64_t __fpos64_t; struct _IO_FILE; typedef struct _IO_FILE __FILE; struct _IO_FILE; /* The opaque type of streams. This is the definition used elsewhere. */ typedef struct _IO_FILE FILE; /* Copyright (C) 1991-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Caution: The contents of this file are not part of the official stdio.h API. However, much of it is part of the officialbinary* interface, and therefore cannot be changed. */ /* bitstypes.h -- definitions of __*_t types underlying *_t types. Copyright (C) 2002-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Never include this file directly; use <sys/types.h> instead. */ struct _IO_FILE; struct _IO_marker; struct _IO_codecvt; struct _IO_wide_data; /* During the build of glibc itself, _IO_lock_t will already have been defined by internal headers. */ typedef void _IO_lock_t; /* The tag name of this struct is _IO_FILE to preserve historic C++ mangled names for functions taking FILE arguments. That name should not be used in new code. */ struct _IO_FILE { int _flags; /* High-order word is _IO_MAGIC; rest is flags. */ /* The following pointers correspond to the C++ streambuf protocol. */ char * _IO_read_ptr; /* Current read pointer */ char * _IO_read_end; /* End of get area. */ char * _IO_read_base; /* Start of putback+get area. */ char * _IO_write_base; /* Start of put area. */ char * _IO_write_ptr; /* Current put pointer. */ char * _IO_write_end; /* End of put area. */ char * _IO_buf_base; /* Start of reserve area. */ char * _IO_buf_end; /* End of reserve area. */ /* The following fields are used to support backing up and undo. */ char * _IO_save_base; /* Pointer to start of non-current get area. */ char * _IO_backup_base; /* Pointer to first valid character of backup area */ char * _IO_save_end; /* Pointer to end of non-current get area. */ struct _IO_marker * _markers; struct _IO_FILE * _chain; int _fileno; int _flags2; __off_t _old_offset; /* This used to be _offset but it's too small. */ /* 1+column number of pbase(); 0 is unknown. */ unsigned short _cur_column; signed char _vtable_offset; char _shortbuf[1]; _IO_lock_t * _lock; __off64_t _offset; /* Wide character stream stuff. */ struct _IO_codecvt * _codecvt; struct _IO_wide_data * _wide_data; struct _IO_FILE * _freeres_list; void * _freeres_buf; size_t __pad5; int _mode; /* Make sure we don't get into trouble again. */ char _unused2[(((15*sizeof (int))-(4*sizeof (void * )))-sizeof (size_t))]; }; struct _IO_FILE; /* These macros are used by bitsstdio.h and internal headers. */ /* Many more flag bits are defined internally. */ typedef __gnuc_va_list va_list; /* The type of the second argument to `fgetpos' and `fsetpos'. */ typedef __fpos_t fpos_t; /* The possibilities for the third argument to `setvbuf'. */ /* Default buffer size. */ /* The value returned by fgetc and similar functions to indicate the end of the file. */ /* The possibilities for the third argument to `fseek'. These values should not be changed. */ /* Default path prefix for `tempnam' and `tmpnam'. */ /* Get the values: L_tmpnam How long an array of chars must be to be passed to `tmpnam'. TMP_MAX The minimum number of unique filenames generated by tmpnam (and tempnam when it uses tmpnam's name space), or tempnam (the two are separate). L_ctermid How long an array to pass to `ctermid'. L_cuserid How long an array to pass to `cuserid'. FOPEN_MAX Minimum number of files that can be open at once. FILENAME_MAX Maximum length of a filename. */ /* Copyright (C) 1994-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Standard streams. */ extern FILE * stdin; /* Standard input stream. */ extern FILE * stdout; /* Standard output stream. */ extern FILE * stderr; /* Standard error output stream. */ /* C89C99 say they're macros. Make them happy. */ /* Remove file FILENAME. */ extern int remove(const char * __filename); /* Rename file OLD to NEW. */ extern int rename(const char * __old, const char * __new); /* Rename file OLD relative to OLDFD to NEW relative to NEWFD. */ extern int renameat(int __oldfd, const char * __old, int __newfd, const char * __new); /* Create a temporary file and open it readwrite. This function is a possible cancellation point and therefore not marked with __THROW. */ extern FILE *tmpfile(void ); /* Generate a temporary filename. */ extern char *tmpnam(char * __s); /* This is the reentrant variant of `tmpnam'. The only difference is that it does not allow S to be NULL. */ extern char *tmpnam_r(char * __s); /* Generate a unique temporary filename using up to five characters of PFX if it is not NULL. The directory to put this file in is searched for as follows: First the environment variable "TMPDIR" is checked. If it contains the name of a writable directory, that directory is used. If not and if DIR is not NULL, that value is checked. If that fails, P_tmpdir is tried and finally "tmp". The storage for the filename is allocated by `malloc'. */ extern char *tempnam(const char * __dir, const char * __pfx); /* Close STREAM. This function is a possible cancellation point and therefore not marked with __THROW. */ extern int fclose(FILE * __stream); /* Flush STREAM, or all streams if STREAM is NULL. This function is a possible cancellation point and therefore not marked with __THROW. */ extern int fflush(FILE * __stream); /* Faster versions when locking is not required. This function is not part of POSIX and therefore no official cancellation point. But due to similarity with an POSIX interface or due to the implementation it is a cancellation point and therefore not marked with __THROW. */ extern int fflush_unlocked(FILE * __stream); /* Open a file and create a new stream for it. This function is a possible cancellation point and therefore not marked with __THROW. */ extern FILE *fopen(const char * __filename, const char * __modes); /* Open a file, replacing an existing stream with it. This function is a possible cancellation point and therefore not marked with __THROW. */ extern FILE *freopen(const char * __filename, const char * __modes, FILE * __stream); /* Create a new stream that refers to an existing system file descriptor. */ extern FILE *fdopen(int __fd, const char * __modes); /* Create a new stream that refers to a memory buffer. */ extern FILE *fmemopen(void * __s, size_t __len, const char * __modes); /* Open a stream that writes into a malloc'd buffer that is expanded as necessary.BUFLOC and *SIZELOC are updated with the buffer's location and the number of characters written on fflush or fclose. */ extern FILE *open_memstream(char * * __bufloc, size_t * __sizeloc); /* If BUF is NULL, make STREAM unbuffered. Else make it use buffer BUF, of size BUFSIZ. */ extern void setbuf(FILE * __stream, char * __buf); /* Make STREAM use buffering mode MODE. If BUF is not NULL, use N bytes of it for buffering; else allocate an internal buffer N bytes long. */ extern int setvbuf(FILE * __stream, char * __buf, int __modes, size_t __n); /* If BUF is NULL, make STREAM unbuffered. Else make it use SIZE bytes of BUF for buffering. */ extern void setbuffer(FILE * __stream, char * __buf, size_t __size); /* Make STREAM line-buffered. */ extern void setlinebuf(FILE * __stream); /* Write formatted output to STREAM. This function is a possible cancellation point and therefore not marked with __THROW. */ extern int fprintf(FILE * __stream, const char * __format, ...); /* Write formatted output to stdout. This function is a possible cancellation point and therefore not marked with __THROW. */ extern int printf(const char * __format, ...); /* Write formatted output to S. */ extern int sprintf(char * __s, const char * __format, ...); /* Write formatted output to S from argument list ARG. This function is a possible cancellation point and therefore not marked with __THROW. */ extern int vfprintf(FILE * __s, const char * __format, __gnuc_va_list __arg); /* Write formatted output to stdout from argument list ARG. This function is a possible cancellation point and therefore not marked with __THROW. */ extern int vprintf(const char * __format, __gnuc_va_list __arg); /* Write formatted output to S from argument list ARG. */ extern int vsprintf(char * __s, const char * __format, __gnuc_va_list __arg); /* Maximum chars of output to write in MAXLEN. */ extern int snprintf(char * __s, size_t __maxlen, const char * __format, ...); extern int vsnprintf(char * __s, size_t __maxlen, const char * __format, __gnuc_va_list __arg); /* Write formatted output to a file descriptor. */ extern int vdprintf(int __fd, const char * __fmt, __gnuc_va_list __arg); extern int dprintf(int __fd, const char * __fmt, ...); /* Read formatted input from STREAM. This function is a possible cancellation point and therefore not marked with __THROW. */ extern int fscanf(FILE * __stream, const char * __format, ...); /* Read formatted input from stdin. This function is a possible cancellation point and therefore not marked with __THROW. */ extern int scanf(const char * __format, ...); /* Read formatted input from S. */ extern int sscanf(const char * __s, const char * __format, ...); /* For strict ISO C99 or POSIX compliance disallow %as, %aS and %a[ GNU extension which conflicts with valid %a followed by letter s, S or [. */ extern int fscanf(FILE * __stream, const char * __format, ...); extern int scanf(const char * __format, ...); extern int sscanf(const char * __s, const char * __format, ...); /* Read formatted input from S into argument list ARG. This function is a possible cancellation point and therefore not marked with __THROW. */ extern int vfscanf(FILE * __s, const char * __format, __gnuc_va_list __arg); /* Read formatted input from stdin into argument list ARG. This function is a possible cancellation point and therefore not marked with __THROW. */ extern int vscanf(const char * __format, __gnuc_va_list __arg); /* Read formatted input from S into argument list ARG. */ extern int vsscanf(const char * __s, const char * __format, __gnuc_va_list __arg); /* For strict ISO C99 or POSIX compliance disallow %as, %aS and %a[ GNU extension which conflicts with valid %a followed by letter s, S or [. */ extern int vfscanf(FILE * __s, const char * __format, __gnuc_va_list __arg); extern int vscanf(const char * __format, __gnuc_va_list __arg); extern int vsscanf(const char * __s, const char * __format, __gnuc_va_list __arg); /* Read a character from STREAM. These functions are possible cancellation points and therefore not marked with __THROW. */ extern int fgetc(FILE * __stream); extern int getc(FILE * __stream); /* Read a character from stdin. This function is a possible cancellation point and therefore not marked with __THROW. */ extern int getchar(void ); /* These are defined in POSIX.1:1996. These functions are possible cancellation points and therefore not marked with __THROW. */ extern int getc_unlocked(FILE * __stream); extern int getchar_unlocked(void ); /* Faster version when locking is not necessary. This function is not part of POSIX and therefore no official cancellation point. But due to similarity with an POSIX interface or due to the implementation it is a cancellation point and therefore not marked with __THROW. */ extern int fgetc_unlocked(FILE * __stream); /* Write a character to STREAM. These functions are possible cancellation points and therefore not marked with __THROW. These functions is a possible cancellation point and therefore not marked with __THROW. */ extern int fputc(int __c, FILE * __stream); extern int putc(int __c, FILE * __stream); /* Write a character to stdout. This function is a possible cancellation point and therefore not marked with __THROW. */ extern int putchar(int __c); /* Faster version when locking is not necessary. This function is not part of POSIX and therefore no official cancellation point. But due to similarity with an POSIX interface or due to the implementation it is a cancellation point and therefore not marked with __THROW. */ extern int fputc_unlocked(int __c, FILE * __stream); /* These are defined in POSIX.1:1996. These functions are possible cancellation points and therefore not marked with __THROW. */ extern int putc_unlocked(int __c, FILE * __stream); extern int putchar_unlocked(int __c); /* Get a word (int) from STREAM. */ extern int getw(FILE * __stream); /* Write a word (int) to STREAM. */ extern int putw(int __w, FILE * __stream); /* Get a newline-terminated string of finite length from STREAM. This function is a possible cancellation point and therefore not marked with __THROW. */ extern char *fgets(char * __s, int __n, FILE * __stream); /* Read up to (and including) a DELIMITER from STREAM intoLINEPTR (and null-terminate it). *LINEPTR is a pointer returned from malloc (or NULL), pointing to *N characters of space. It is realloc'd as necessary. Returns the number of characters read (not including the null terminator), or -1 on error or EOF. These functions are not part of POSIX and therefore no official cancellation point. But due to similarity with an POSIX interface or due to the implementation they are cancellation points and therefore not marked with __THROW. */ extern __ssize_t __getdelim(char * * __lineptr, size_t * __n, int __delimiter, FILE * __stream); extern __ssize_t getdelim(char * * __lineptr, size_t * __n, int __delimiter, FILE * __stream); /* Like `getdelim', but reads up to a newline. This function is not part of POSIX and therefore no official cancellation point. But due to similarity with an POSIX interface or due to the implementation it is a cancellation point and therefore not marked with __THROW. */ extern __ssize_t getline(char * * __lineptr, size_t * __n, FILE * __stream); /* Write a string to STREAM. This function is a possible cancellation point and therefore not marked with __THROW. */ extern int fputs(const char * __s, FILE * __stream); /* Write a string, followed by a newline, to stdout. This function is a possible cancellation point and therefore not marked with __THROW. */ extern int puts(const char * __s); /* Push a character back onto the input buffer of STREAM. This function is a possible cancellation point and therefore not marked with __THROW. */ extern int ungetc(int __c, FILE * __stream); /* Read chunks of generic data from STREAM. This function is a possible cancellation point and therefore not marked with __THROW. */ extern size_t fread(void * __ptr, size_t __size, size_t __n, FILE * __stream); /* Write chunks of generic data to STREAM. This function is a possible cancellation point and therefore not marked with __THROW. */ extern size_t fwrite(const void * __ptr, size_t __size, size_t __n, FILE * __s); /* Faster versions when locking is not necessary. These functions are not part of POSIX and therefore no official cancellation point. But due to similarity with an POSIX interface or due to the implementation they are cancellation points and therefore not marked with __THROW. */ extern size_t fread_unlocked(void * __ptr, size_t __size, size_t __n, FILE * __stream); extern size_t fwrite_unlocked(const void * __ptr, size_t __size, size_t __n, FILE * __stream); /* Seek to a certain position on STREAM. This function is a possible cancellation point and therefore not marked with __THROW. */ extern int fseek(FILE * __stream, long int __off, int __whence); /* Return the current position of STREAM. This function is a possible cancellation point and therefore not marked with __THROW. */ extern long int ftell(FILE * __stream); /* Rewind to the beginning of STREAM. This function is a possible cancellation point and therefore not marked with __THROW. */ extern void rewind(FILE * __stream); /* The Single Unix Specification, Version 2, specifies an alternative, more adequate interface for the two functions above which deal with file offset. `long int' is not the right type. These definitions are originally defined in the Large File Support API. */ /* Seek to a certain position on STREAM. This function is a possible cancellation point and therefore not marked with __THROW. */ extern int fseeko(FILE * __stream, __off_t __off, int __whence); /* Return the current position of STREAM. This function is a possible cancellation point and therefore not marked with __THROW. */ extern __off_t ftello(FILE * __stream); /* Get STREAM's position. This function is a possible cancellation point and therefore not marked with __THROW. */ extern int fgetpos(FILE * __stream, fpos_t * __pos); /* Set STREAM's position. This function is a possible cancellation point and therefore not marked with __THROW. */ extern int fsetpos(FILE * __stream, const fpos_t * __pos); /* Clear the error and EOF indicators for STREAM. */ extern void clearerr(FILE * __stream); /* Return the EOF indicator for STREAM. */ extern int feof(FILE * __stream); /* Return the error indicator for STREAM. */ extern int ferror(FILE * __stream); /* Faster versions when locking is not required. */ extern void clearerr_unlocked(FILE * __stream); extern int feof_unlocked(FILE * __stream); extern int ferror_unlocked(FILE * __stream); /* Print a message describing the meaning of the value of errno. This function is a possible cancellation point and therefore not marked with __THROW. */ extern void perror(const char * __s); /* Provide the declarations for `sys_errlist' and `sys_nerr' if they are available on this system. Even if available, these variables should not be used directly. The `strerror' function provides all the necessary functionality. */ /* Declare sys_errlist and sys_nerr, or don't. Compatibility (do) version. Copyright (C) 2002-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* sys_errlist and sys_nerr are deprecated. Use strerror instead. */ extern int sys_nerr; extern const char * const sys_errlist[]; /* Return the system file descriptor for STREAM. */ extern int fileno(FILE * __stream); /* Faster version when locking is not required. */ extern int fileno_unlocked(FILE * __stream); /* Create a new stream connected to a pipe running the given command. This function is a possible cancellation point and therefore not marked with __THROW. */ extern FILE *popen(const char * __command, const char * __modes); /* Close a stream opened by popen and return the status of its child. This function is a possible cancellation point and therefore not marked with __THROW. */ extern int pclose(FILE * __stream); /* Return the name of the controlling terminal. */ extern char *ctermid(char * __s); /* These are defined in POSIX.1:1996. */ /* Acquire ownership of STREAM. */ extern void flockfile(FILE * __stream); /* Try to acquire ownership of STREAM but do not block if it is not possible. */ extern int ftrylockfile(FILE * __stream); /* Relinquish the ownership granted for STREAM. */ extern void funlockfile(FILE * __stream); /* Slow-path routines used by the optimized inline functions in bitsstdio.h. */ extern int __uflow(FILE * ); extern int __overflow(FILE * , int ); /* If we are compiling with optimizing read this file. It contains several optimizing inline functions and macros. */ /* Copyright (C) 1991-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* POSIX Standard: 6.5 File Control Operations <fcntl.h> */ /* Copyright (C) 1991-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* This must be early so <bitsfcntl.h> can define types winningly. */ /* Get __mode_t, __dev_t and __off_t . */ /* bitstypes.h -- definitions of __*_t types underlying *_t types. Copyright (C) 2002-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Never include this file directly; use <sys/types.h> instead. */ /* Get the definitions of O_, F_*, FD_*: all the numbers and flag bits for `open', `fcntl', et al. */ /* O_, F_*, FD_* bit values for Linux/x86. Copyright (C) 2001-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Not necessary, we always have 64-bit offsets. */ struct flock { short int l_type; /* Type of lock: F_RDLCK, F_WRLCK, or F_UNLCK. */ short int l_whence; /* Where `l_start' is relative to (like `lseek'). */ __off_t l_start; /* Offset where the lock begins. */ __off_t l_len; /* Size of the locked area; zero means until EOF. */ __pid_t l_pid; }; /* Process holding the lock. */ /* Include generic Linux declarations. */ /* O_, F_*, FD_* bit values for Linux. Copyright (C) 2001-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* This file contains shared definitions between Linux architectures and is included by <bitsfcntl.h> to declare them. The various #ifndef cases allow the architecture specific file to define those values with different values. A minimal <bits/fcntl.h> contains just: struct flock {...} #ifdef __USE_LARGEFILE64 struct flock64 {...} #endif #include <bits/fcntl-linux.h> */ /* openfcntl. */ /* open file description locks. Usually record locks held by a process are released onany* close and are not inherited across a fork. These cmd values will set locks that conflict with process-associated record locks, but are "owned" by the opened file description, not the process. This means that they are inherited across fork or clone with CLONE_FILES like BSD (flock) locks, and they are only released automatically when the last reference to the the file description against which they were acquired is put. */ /* For now, Linux has no separate synchronicity options for read operations. We define O_RSYNC therefore as the same as O_SYNC since this is a superset. */ /* Values for the second argument to `fcntl'. */ /* For F_[GET|SET]FD. */ /* For posix fcntl() and `l_type' field of a `struct flock' for lockf(). */ /* For old implementation of BSD flock. */ /* Operations for BSD flock, also used by the kernel implementation. */ /* Define some more compatibility macros to be backward compatible with BSD systems which did not managed to hide these kernel macros. */ /* Advise to `posix_fadvise'. */ /* Values for `at' functions. */ /* Detect if open needs mode as a third argument (or for openat as a fourth argument). */ /* POSIX.1-2001 specifies that these types are defined by <fcntl.h>. Earlier POSIX standards permitted any type ending in `_t' to be defined by any POSIX header, so we don't conditionalize the definitions here. */ /* For XPG all symbols from <sysstat.h> should also be available. */ /* NB: Include guard matches what <linuxtime.h> uses. */ /* Copyright (C) 1999-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Protection bits. */ /* Save swapped text after use (sticky bit). This is pretty well obsolete. */ /* Read, write, and execute by owner. */ /* Read, write, and execute by group. */ /* Read, write, and execute by others. */ /* Values for the second argument to access. These may be OR'd together. */ /* XPG wants the following symbols. <stdio.h> has the same definitions. */ /* Do the file control operation described by CMD on FD. The remaining arguments are interpreted depending on CMD. This function is a cancellation point and therefore not marked with __THROW. */ extern int fcntl(int __fd, int __cmd, ...); /* Open FILE and return a new file descriptor for it, or -1 on error. OFLAG determines the type of access used. If O_CREAT or O_TMPFILE is set in OFLAG, the third argument is taken as a `mode_t', the mode of the created file. This function is a cancellation point and therefore not marked with __THROW. */ extern int open(const char * __file, int __oflag, ...); /* Similar to `open' but a relative path name is interpreted relative to the directory for which FD is a descriptor. NOTE: some other `openat' implementation support additional functionality through this interface, especially using the O_XATTR flag. This is not yet supported here. This function is a cancellation point and therefore not marked with __THROW. */ extern int openat(int __fd, const char * __file, int __oflag, ...); /* Create and open FILE, with mode MODE. This takes an `int' MODE argument because that is what `mode_t' will be widened to. This function is a cancellation point and therefore not marked with __THROW. */ extern int creat(const char * __file, mode_t __mode); /* NOTE: These declarations also appear in <unistd.h>; be sure to keep both files consistent. Some systems have them there and some here, and some software depends on the macros being defined without including both. */ /* `lockf' is a simpler interface to the locking facilities of `fcntl'. LEN is always relative to the current file position. The CMD argument is one of the following. */ extern int lockf(int __fd, int __cmd, off_t __len); /* Advice the system about the expected behaviour of the application with respect to the file associated with FD. */ extern int posix_fadvise(int __fd, off_t __offset, off_t __len, int __advise); /* Reserve storage for the data of the file associated with FD. This function is a possible cancellation point and therefore not marked with __THROW. */ extern int posix_fallocate(int __fd, off_t __offset, off_t __len); /* Define some inlines helping to catch common problems. */ /* Copyright (C) 1991-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* POSIX Standard: 2.10 Symbolic Constants <unistd.h> */ /* Copyright (C) 1991-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* These may be used to determine what facilities are present at compile time. Their values can be obtained at run time from `sysconf'. */ /* POSIX Standard approved as ISOIEC 9945-1 as of September 2008. */ /* These are not #ifdef __USE_POSIX2 because they are in the theoretically application-owned namespace. */ /* The utilities on GNU systems also correspond to this version. */ /* The utilities on GNU systems also correspond to this version. */ /* This symbol was required until the 2001 edition of POSIX. */ /* If defined, the implementation supports the C Language Bindings Option. */ /* If defined, the implementation supports the C Language Development Utilities Option. */ /* If defined, the implementation supports the Software Development Utilities Option. */ /* If defined, the implementation supports the creation of locales with the localedef utility. */ /* XOpen version number to which the library conforms. It is selectable. */ /* Commands and utilities from XPG4 are available. */ /* We are compatible with the old published standards as well. */ /* The XOpen Unix extensions are available. */ /* The enhanced internationalization capabilities according to XPG4.2 are present. */ /* The legacy interfaces are also available. */ /* Get values of POSIX options: If these symbols are defined, the corresponding features are always available. If not, they may be available sometimes. The current values can be obtained with `sysconf'. _POSIX_JOB_CONTROL Job control is supported. _POSIX_SAVED_IDS Processes have a saved set-user-ID and a saved set-group-ID. _POSIX_REALTIME_SIGNALS Real-time, queued signals are supported. _POSIX_PRIORITY_SCHEDULING Priority scheduling is supported. _POSIX_TIMERS POSIX.4 clocks and timers are supported. _POSIX_ASYNCHRONOUS_IO Asynchronous IO is supported. _POSIX_PRIORITIZED_IO Prioritized asynchronous I/O is supported. _POSIX_SYNCHRONIZED_IO Synchronizing file data is supported. _POSIX_FSYNC The fsync function is present. _POSIX_MAPPED_FILES Mapping of files to memory is supported. _POSIX_MEMLOCK Locking of all memory is supported. _POSIX_MEMLOCK_RANGE Locking of ranges of memory is supported. _POSIX_MEMORY_PROTECTION Setting of memory protections is supported. _POSIX_MESSAGE_PASSING POSIX.4 message queues are supported. _POSIX_SEMAPHORES POSIX.4 counting semaphores are supported. _POSIX_SHARED_MEMORY_OBJECTS POSIX.4 shared memory objects are supported. _POSIX_THREADS POSIX.1c pthreads are supported. _POSIX_THREAD_ATTR_STACKADDR Thread stack address attribute option supported. _POSIX_THREAD_ATTR_STACKSIZE Thread stack size attribute option supported. _POSIX_THREAD_SAFE_FUNCTIONS Thread-safe functions are supported. _POSIX_THREAD_PRIORITY_SCHEDULING POSIX.1c thread execution scheduling supported. _POSIX_THREAD_PRIO_INHERIT Thread priority inheritance option supported. _POSIX_THREAD_PRIO_PROTECT Thread priority protection option supported. _POSIX_THREAD_PROCESS_SHARED Process-shared synchronization supported. _POSIX_PII Protocol-independent interfaces are supported. _POSIX_PII_XTI XTI protocol-indep. interfaces are supported. _POSIX_PII_SOCKET Socket protocol-indep. interfaces are supported. _POSIX_PII_INTERNET Internet family of protocols supported. _POSIX_PII_INTERNET_STREAM Connection-mode Internet protocol supported. _POSIX_PII_INTERNET_DGRAM Connectionless Internet protocol supported. _POSIX_PII_OSI ISO/OSI family of protocols supported. _POSIX_PII_OSI_COTS Connection-mode ISO/OSI service supported. _POSIX_PII_OSI_CLTS Connectionless ISO/OSI service supported. _POSIX_POLL Implementation supports `poll' function. _POSIX_SELECT Implementation supports `select' and `pselect'. _XOPEN_REALTIME X/Open realtime support is available. _XOPEN_REALTIME_THREADS X/Open realtime thread support is available. _XOPEN_SHM Shared memory interface according to XPG4.2. _XBS5_ILP32_OFF32 Implementation provides environment with 32-bit int, long, pointer, and off_t types. _XBS5_ILP32_OFFBIG Implementation provides environment with 32-bit int, long, and pointer and off_t with at least 64 bits. _XBS5_LP64_OFF64 Implementation provides environment with 32-bit int, and 64-bit long, pointer, and off_t types. _XBS5_LPBIG_OFFBIG Implementation provides environment with at least 32 bits int and long, pointer, and off_t with at least 64 bits. If any of these symbols is defined as -1, the corresponding option is not true for any file. If any is defined as other than -1, the corresponding option is true for all files. If a symbol is not defined at all, the value for a specific file can be obtained from `pathconf' and `fpathconf'. _POSIX_CHOWN_RESTRICTED Only the super user can use `chown' to change the owner of a file. `chown' can only be used to change the group ID of a file to a group of which the calling process is a member. _POSIX_NO_TRUNC Pathname components longer than NAME_MAX generate an error. _POSIX_VDISABLE If defined, if the value of an element of the `c_cc' member of `struct termios' is _POSIX_VDISABLE, no character will have the effect associated with that element. _POSIX_SYNC_IO Synchronous I/O may be performed. _POSIX_ASYNC_IO Asynchronous I/O may be performed. _POSIX_PRIO_IO Prioritized Asynchronous I/O may be performed. Support for the Large File Support interface is not generally available. If it is available the following constants are defined to one. _LFS64_LARGEFILE Low-level I/O supports large files. _LFS64_STDIO Standard I/O supports large files. */ /* Define POSIX options for Linux. Copyright (C) 1996-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; see the file COPYING.LIB. If not, see <http:www.gnu.org/licenses/>. */ /* Job control is supported. */ /* Processes have a saved set-user-ID and a saved set-group-ID. */ /* Priority scheduling is supported. */ /* Synchronizing file data is supported. */ /* The fsync function is present. */ /* Mapping of files to memory is supported. */ /* Locking of all memory is supported. */ /* Locking of ranges of memory is supported. */ /* Setting of memory protections is supported. */ /* Some filesystems allow all users to change file ownership. */ /* `c_cc' member of 'struct termios' structure can be disabled by using the value _POSIX_VDISABLE. */ /* Filenames are not silently truncated. */ /* XOpen realtime support is available. */ /* XOpen thread realtime support is available. */ /* XPG4.2 shared memory is supported. */ /* Tell we have POSIX threads. */ /* We have the reentrant functions described in POSIX. */ /* We provide priority scheduling for threads. */ /* We support user-defined stack sizes. */ /* We support user-defined stacks. */ /* We support priority inheritence. */ /* We support priority protection, though only for non-robust mutexes. */ /* We support priority inheritence for robust mutexes. */ /* We do not support priority protection for robust mutexes. */ /* We support POSIX.1b semaphores. */ /* Real-time signals are supported. */ /* We support asynchronous IO. */ /* Alternative name for Unix98. */ /* Support for prioritization is also available. */ /* The LFS support in asynchronous IO is also available. */ /* The rest of the LFS is also available. */ /* POSIX shared memory objects are implemented. */ /* CPU-time clocks support needs to be checked at runtime. */ /* Clock support in threads must be also checked at runtime. */ /* GNU libc provides regular expression handling. */ /* ReaderWriter locks are available. */ /* We have a POSIX shell. */ /* We support the Timeouts option. */ /* We support spinlocks. */ /* The `spawn' function family is supported. */ /* We have POSIX timers. */ /* The barrier functions are available. */ /* POSIX message queues are available. */ /* Thread process-shared synchronization is supported. */ /* The monotonic clock might be available. */ /* The clock selection interfaces are available. */ /* Advisory information interfaces are available. */ /* IPv6 support is available. */ /* Raw socket support is available. */ /* We have at least one terminal. */ /* Neither process nor thread sporadic server interfaces is available. */ /* trace.h is not available. */ /* Typed memory objects are not available. */ /* Get the environment definitions from Unix98. */ /* Copyright (C) 1999-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Determine the wordsize from the preprocessor defines. */ /* Both x86-64 and x32 use the 64-bit system call interface. */ /* This header should define the following symbols under the described situations. A value `1' means that the model is always supported, `-1' means it is never supported. Undefined means it cannot be statically decided. _POSIX_V7_ILP32_OFF32 32bit int, long, pointers, and off_t type _POSIX_V7_ILP32_OFFBIG 32bit int, long, and pointers and larger off_t type _POSIX_V7_LP64_OFF32 64bit long and pointers and 32bit off_t type _POSIX_V7_LPBIG_OFFBIG 64bit long and pointers and large off_t type The macros _POSIX_V6_ILP32_OFF32, _POSIX_V6_ILP32_OFFBIG, _POSIX_V6_LP64_OFF32, _POSIX_V6_LPBIG_OFFBIG, _XBS5_ILP32_OFF32, _XBS5_ILP32_OFFBIG, _XBS5_LP64_OFF32, and _XBS5_LPBIG_OFFBIG were used in previous versions of the Unix standard and are available only for compatibility. */ /* Environments with 32-bit wide pointers are optionally provided. Therefore following macros aren't defined: # undef _POSIX_V7_ILP32_OFF32 # undef _POSIX_V7_ILP32_OFFBIG # undef _POSIX_V6_ILP32_OFF32 # undef _POSIX_V6_ILP32_OFFBIG # undef _XBS5_ILP32_OFF32 # undef _XBS5_ILP32_OFFBIG and users need to check at runtime. */ /* We also have no use (for now) for an environment with bigger pointers and offsets. */ /* By default we have 64-bit wide `long int', pointers and `off_t'. */ /* Standard file descriptors. */ /* All functions that are not declared anywhere else. */ /* bitstypes.h -- definitions of __*_t types underlying *_t types. Copyright (C) 2002-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Never include this file directly; use <sys/types.h> instead. */ /* Copyright (C) 1989-2018 Free Software Foundation, Inc. This file is part of GCC. GCC is free software; you can redistribute it andor modify it under the terms of the GNU General Public License as published by the Free Software Foundation; either version 3, or (at your option) any later version. GCC is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. Under Section 7 of GPL version 3, you are granted additional permissions described in the GCC Runtime Library Exception, version 3.1, as published by the Free Software Foundation. You should have received a copy of the GNU General Public License and a copy of the GCC Runtime Library Exception along with this program; see the files COPYING3 and COPYING.RUNTIME respectively. If not, see <http:www.gnu.org/licenses/>. */ /* ISO C Standard: 7.17 Common definitions <stddef.h> */ /* Any one of these symbols __need_ means that GNU libc wants us just to define one data type. So don't define the symbols that indicate this file's entire job has been done. */ /* This avoids lossage on SunOS but only if stdtypes.h comes first. There's no way to win with the other order! Sun lossage. */ /* On 4.3bsd-net2, make sure ansi.h is included, so we have one less case to deal with in the following. */ /* On FreeBSD 5, machineansi.h does not exist anymore... */ /* In 4.3bsd-net2, machineansi.h defines these symbols, which are defined if the corresponding type is *not* defined. FreeBSD-2.1 defines _MACHINE_ANSI_H_ instead of _ANSI_H_. NetBSD defines _I386_ANSI_H_ and _X86_64_ANSI_H_ instead of _ANSI_H_ */ /* Sequent's header files use _PTRDIFF_T_ in some conflicting way. Just ignore it. */ /* On VxWorks, <typevxTypesBase.h> may have defined macros like _TYPE_size_t which will typedef size_t. fixincludes patched the vxTypesBase.h so that this macro is only defined if _GCC_SIZE_T is not defined, and so that defining this macro defines _GCC_SIZE_T. If we find that the macros are still defined at this point, we must invoke them so that the type is defined as expected. */ /* In case nobody has defined these types, but we aren't running under GCC 2.00, make sure that __PTRDIFF_TYPE__, __SIZE_TYPE__, and __WCHAR_TYPE__ have reasonable values. This can happen if the parts of GCC is compiled by an older compiler, that actually include gstddef.h, such as collect2. */ /* Signed type of difference of two pointers. */ /* Define this type if we are doing the whole job, or if we want this type in particular. */ /* Unsigned type of `sizeof' something. */ /* Define this type if we are doing the whole job, or if we want this type in particular. */ /* Wide character type. Locale-writers should change this as necessary to be big enough to hold unique values not between 0 and 127, and not (wchar_t) -1, for each defined multibyte character. */ /* Define this type if we are doing the whole job, or if we want this type in particular. */ /* In 4.3bsd-net2, leave these undefined to indicate that size_t, etc. are already defined. */ /* BSDOS 3.1 and FreeBSD [23].x require the MACHINE_ANSI_H check here. */ /* NetBSD 5 requires the I386_ANSI_H and X86_64_ANSI_H checks here. */ /* A null pointer constant. */ /* The Single Unix specification says that some more types are available here. */ typedef __useconds_t useconds_t; typedef __intptr_t intptr_t; typedef __socklen_t socklen_t; /* Values for the second argument to access. These may be OR'd together. */ /* Test for access to NAME using the real UID and real GID. */ extern int access(const char * __name, int __type); /* Test for access to FILE relative to the directory FD is open on. If AT_EACCESS is set in FLAG, then use effective IDs like `eaccess', otherwise use real IDs like `access'. */ extern int faccessat(int __fd, const char * __file, int __type, int __flag); /* Values for the WHENCE argument to lseek. */ /* Old BSD names for the same constants; just for compatibility. */ /* Move FD's file position to OFFSET bytes from the beginning of the file (if WHENCE is SEEK_SET), the current position (if WHENCE is SEEK_CUR), or the end of the file (if WHENCE is SEEK_END). Return the new file position. */ extern __off_t lseek(int __fd, __off_t __offset, int __whence); /* Close the file descriptor FD. This function is a cancellation point and therefore not marked with __THROW. */ extern int close(int __fd); /* Read NBYTES into BUF from FD. Return the number read, -1 for errors or 0 for EOF. This function is a cancellation point and therefore not marked with __THROW. */ extern ssize_t read(int __fd, void * __buf, size_t __nbytes); /* Write N bytes of BUF to FD. Return the number written, or -1. This function is a cancellation point and therefore not marked with __THROW. */ extern ssize_t write(int __fd, const void * __buf, size_t __n); /* Read NBYTES into BUF from FD at the given position OFFSET without changing the file pointer. Return the number read, -1 for errors or 0 for EOF. This function is a cancellation point and therefore not marked with __THROW. */ extern ssize_t pread(int __fd, void * __buf, size_t __nbytes, __off_t __offset); /* Write N bytes of BUF to FD at the given position OFFSET without changing the file pointer. Return the number written, or -1. This function is a cancellation point and therefore not marked with __THROW. */ extern ssize_t pwrite(int __fd, const void * __buf, size_t __n, __off_t __offset); /* Create a one-way communication channel (pipe). If successful, two file descriptors are stored in PIPEDES; bytes written on PIPEDES[1] can be read from PIPEDES[0]. Returns 0 if successful, -1 if not. */ extern int pipe(int __pipedes[2]); /* Schedule an alarm. In SECONDS seconds, the process will get a SIGALRM. If SECONDS is zero, any currently scheduled alarm will be cancelled. The function returns the number of seconds remaining until the last alarm scheduled would have signaled, or zero if there wasn't one. There is no return value to indicate an error, but you can set `errno' to 0 and check its value after calling `alarm', and this might tell you. The signal may come late due to processor scheduling. */ extern unsigned int alarm(unsigned int __seconds); /* Make the process sleep for SECONDS seconds, or until a signal arrives and is not ignored. The function returns the number of seconds less than SECONDS which it actually slept (thus zero if it slept the full time). If a signal handler does a `longjmp' or modifies the handling of the SIGALRM signal while inside `sleep' call, the handling of the SIGALRM signal afterwards is undefined. There is no return value to indicate error, but if `sleep' returns SECONDS, it probably didn't work. This function is a cancellation point and therefore not marked with __THROW. */ extern unsigned int sleep(unsigned int __seconds); /* Set an alarm to go off (generating a SIGALRM signal) in VALUE microseconds. If INTERVAL is nonzero, when the alarm goes off, the timer is reset to go off every INTERVAL microseconds thereafter. Returns the number of microseconds remaining before the alarm. */ extern __useconds_t ualarm(__useconds_t __value, __useconds_t __interval); /* Sleep USECONDS microseconds, or until a signal arrives that is not blocked or ignored. This function is a cancellation point and therefore not marked with __THROW. */ extern int usleep(__useconds_t __useconds); /* Suspend the process until a signal arrives. This always returns -1 and sets `errno' to EINTR. This function is a cancellation point and therefore not marked with __THROW. */ extern int pause(void ); /* Change the owner and group of FILE. */ extern int chown(const char * __file, __uid_t __owner, __gid_t __group); /* Change the owner and group of the file that FD is open on. */ extern int fchown(int __fd, __uid_t __owner, __gid_t __group); /* Change owner and group of FILE, if it is a symbolic link the ownership of the symbolic link is changed. */ extern int lchown(const char * __file, __uid_t __owner, __gid_t __group); /* Change the owner and group of FILE relative to the directory FD is open on. */ extern int fchownat(int __fd, const char * __file, __uid_t __owner, __gid_t __group, int __flag); /* Change the process's working directory to PATH. */ extern int chdir(const char * __path); /* Change the process's working directory to the one FD is open on. */ extern int fchdir(int __fd); /* Get the pathname of the current working directory, and put it in SIZE bytes of BUF. Returns NULL if the directory couldn't be determined or SIZE was too small. If successful, returns BUF. In GNU, if BUF is NULL, an array is allocated with `malloc'; the array is SIZE bytes long, unless SIZE == 0, in which case it is as big as necessary. */ extern char *getcwd(char * __buf, size_t __size); /* Put the absolute pathname of the current working directory in BUF. If successful, return BUF. If not, put an error message in BUF and return NULL. BUF should be at least PATH_MAX bytes long. */ extern char *getwd(char * __buf); /* Duplicate FD, returning a new file descriptor on the same file. */ extern int dup(int __fd); /* Duplicate FD to FD2, closing FD2 and making it open on the same file. */ extern int dup2(int __fd, int __fd2); /* NULL-terminated array of "NAME=VALUE" environment variables. */ extern char * * __environ; /* Replace the current process, executing PATH with arguments ARGV and environment ENVP. ARGV and ENVP are terminated by NULL pointers. */ extern int execve(const char * __path, char * const __argv[], char * const __envp[]); /* Execute the file FD refers to, overlaying the running program image. ARGV and ENVP are passed to the new program, as for `execve'. */ extern int fexecve(int __fd, char * const __argv[], char * const __envp[]); /* Execute PATH with arguments ARGV and environment from `environ'. */ extern int execv(const char * __path, char * const __argv[]); /* Execute PATH with all arguments after PATH until a NULL pointer, and the argument after that for environment. */ extern int execle(const char * __path, const char * __arg, ...); /* Execute PATH with all arguments after PATH until a NULL pointer and environment from `environ'. */ extern int execl(const char * __path, const char * __arg, ...); /* Execute FILE, searching in the `PATH' environment variable if it contains no slashes, with arguments ARGV and environment from `environ'. */ extern int execvp(const char * __file, char * const __argv[]); /* Execute FILE, searching in the `PATH' environment variable if it contains no slashes, with all arguments after FILE until a NULL pointer and environment from `environ'. */ extern int execlp(const char * __file, const char * __arg, ...); /* Add INC to priority of the current process. */ extern int nice(int __inc); /* Terminate program execution with the low-order 8 bits of STATUS. */ extern void _exit(int __status); /* Get the `_PC_' symbols for the NAME argument to `pathconf' and `fpathconf'; the `_SC_*' symbols for the NAME argument to `sysconf'; and the `_CS_*' symbols for the NAME argument to `confstr'. */ /* `sysconf', `pathconf', and `confstr' NAME values. Generic version. Copyright (C) 1993-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Values for the NAME argument to `pathconf' and `fpathconf'. */ enum avilib_c_7418 { _PC_LINK_MAX, _PC_MAX_CANON, _PC_MAX_INPUT, _PC_NAME_MAX, _PC_PATH_MAX, _PC_PIPE_BUF, _PC_CHOWN_RESTRICTED, _PC_NO_TRUNC, _PC_VDISABLE, _PC_SYNC_IO, _PC_ASYNC_IO, _PC_PRIO_IO, _PC_SOCK_MAXBUF, _PC_FILESIZEBITS, _PC_REC_INCR_XFER_SIZE, _PC_REC_MAX_XFER_SIZE, _PC_REC_MIN_XFER_SIZE, _PC_REC_XFER_ALIGN, _PC_ALLOC_SIZE_MIN, _PC_SYMLINK_MAX, _PC_2_SYMLINKS }; /* Values for the argument to `sysconf'. */ enum avilib_c_7485 { _SC_ARG_MAX, _SC_CHILD_MAX, _SC_CLK_TCK, _SC_NGROUPS_MAX, _SC_OPEN_MAX, _SC_STREAM_MAX, _SC_TZNAME_MAX, _SC_JOB_CONTROL, _SC_SAVED_IDS, _SC_REALTIME_SIGNALS, _SC_PRIORITY_SCHEDULING, _SC_TIMERS, _SC_ASYNCHRONOUS_IO, _SC_PRIORITIZED_IO, _SC_SYNCHRONIZED_IO, _SC_FSYNC, _SC_MAPPED_FILES, _SC_MEMLOCK, _SC_MEMLOCK_RANGE, _SC_MEMORY_PROTECTION, _SC_MESSAGE_PASSING, _SC_SEMAPHORES, _SC_SHARED_MEMORY_OBJECTS, _SC_AIO_LISTIO_MAX, _SC_AIO_MAX, _SC_AIO_PRIO_DELTA_MAX, _SC_DELAYTIMER_MAX, _SC_MQ_OPEN_MAX, _SC_MQ_PRIO_MAX, _SC_VERSION, _SC_PAGESIZE, _SC_RTSIG_MAX, _SC_SEM_NSEMS_MAX, _SC_SEM_VALUE_MAX, _SC_SIGQUEUE_MAX, _SC_TIMER_MAX, _SC_BC_BASE_MAX, _SC_BC_DIM_MAX, _SC_BC_SCALE_MAX, _SC_BC_STRING_MAX, _SC_COLL_WEIGHTS_MAX, _SC_EQUIV_CLASS_MAX, _SC_EXPR_NEST_MAX, _SC_LINE_MAX, _SC_RE_DUP_MAX, _SC_CHARCLASS_NAME_MAX, _SC_2_VERSION, _SC_2_C_BIND, _SC_2_C_DEV, _SC_2_FORT_DEV, _SC_2_FORT_RUN, _SC_2_SW_DEV, _SC_2_LOCALEDEF, _SC_PII, _SC_PII_XTI, _SC_PII_SOCKET, _SC_PII_INTERNET, _SC_PII_OSI, _SC_POLL, _SC_SELECT, _SC_UIO_MAXIOV, _SC_IOV_MAX = _SC_UIO_MAXIOV, _SC_PII_INTERNET_STREAM, _SC_PII_INTERNET_DGRAM, _SC_PII_OSI_COTS, _SC_PII_OSI_CLTS, _SC_PII_OSI_M, _SC_T_IOV_MAX, _SC_THREADS, _SC_THREAD_SAFE_FUNCTIONS, _SC_GETGR_R_SIZE_MAX, _SC_GETPW_R_SIZE_MAX, _SC_LOGIN_NAME_MAX, _SC_TTY_NAME_MAX, _SC_THREAD_DESTRUCTOR_ITERATIONS, _SC_THREAD_KEYS_MAX, _SC_THREAD_STACK_MIN, _SC_THREAD_THREADS_MAX, _SC_THREAD_ATTR_STACKADDR, _SC_THREAD_ATTR_STACKSIZE, _SC_THREAD_PRIORITY_SCHEDULING, _SC_THREAD_PRIO_INHERIT, _SC_THREAD_PRIO_PROTECT, _SC_THREAD_PROCESS_SHARED, _SC_NPROCESSORS_CONF, _SC_NPROCESSORS_ONLN, _SC_PHYS_PAGES, _SC_AVPHYS_PAGES, _SC_ATEXIT_MAX, _SC_PASS_MAX, _SC_XOPEN_VERSION, _SC_XOPEN_XCU_VERSION, _SC_XOPEN_UNIX, _SC_XOPEN_CRYPT, _SC_XOPEN_ENH_I18N, _SC_XOPEN_SHM, _SC_2_CHAR_TERM, _SC_2_C_VERSION, _SC_2_UPE, _SC_XOPEN_XPG2, _SC_XOPEN_XPG3, _SC_XOPEN_XPG4, _SC_CHAR_BIT, _SC_CHAR_MAX, _SC_CHAR_MIN, _SC_INT_MAX, _SC_INT_MIN, _SC_LONG_BIT, _SC_WORD_BIT, _SC_MB_LEN_MAX, _SC_NZERO, _SC_SSIZE_MAX, _SC_SCHAR_MAX, _SC_SCHAR_MIN, _SC_SHRT_MAX, _SC_SHRT_MIN, _SC_UCHAR_MAX, _SC_UINT_MAX, _SC_ULONG_MAX, _SC_USHRT_MAX, _SC_NL_ARGMAX, _SC_NL_LANGMAX, _SC_NL_MSGMAX, _SC_NL_NMAX, _SC_NL_SETMAX, _SC_NL_TEXTMAX, _SC_XBS5_ILP32_OFF32, _SC_XBS5_ILP32_OFFBIG, _SC_XBS5_LP64_OFF64, _SC_XBS5_LPBIG_OFFBIG, _SC_XOPEN_LEGACY, _SC_XOPEN_REALTIME, _SC_XOPEN_REALTIME_THREADS, _SC_ADVISORY_INFO, _SC_BARRIERS, _SC_BASE, _SC_C_LANG_SUPPORT, _SC_C_LANG_SUPPORT_R, _SC_CLOCK_SELECTION, _SC_CPUTIME, _SC_THREAD_CPUTIME, _SC_DEVICE_IO, _SC_DEVICE_SPECIFIC, _SC_DEVICE_SPECIFIC_R, _SC_FD_MGMT, _SC_FIFO, _SC_PIPE, _SC_FILE_ATTRIBUTES, _SC_FILE_LOCKING, _SC_FILE_SYSTEM, _SC_MONOTONIC_CLOCK, _SC_MULTI_PROCESS, _SC_SINGLE_PROCESS, _SC_NETWORKING, _SC_READER_WRITER_LOCKS, _SC_SPIN_LOCKS, _SC_REGEXP, _SC_REGEX_VERSION, _SC_SHELL, _SC_SIGNALS, _SC_SPAWN, _SC_SPORADIC_SERVER, _SC_THREAD_SPORADIC_SERVER, _SC_SYSTEM_DATABASE, _SC_SYSTEM_DATABASE_R, _SC_TIMEOUTS, _SC_TYPED_MEMORY_OBJECTS, _SC_USER_GROUPS, _SC_USER_GROUPS_R, _SC_2_PBS, _SC_2_PBS_ACCOUNTING, _SC_2_PBS_LOCATE, _SC_2_PBS_MESSAGE, _SC_2_PBS_TRACK, _SC_SYMLOOP_MAX, _SC_STREAMS, _SC_2_PBS_CHECKPOINT, _SC_V6_ILP32_OFF32, _SC_V6_ILP32_OFFBIG, _SC_V6_LP64_OFF64, _SC_V6_LPBIG_OFFBIG, _SC_HOST_NAME_MAX, _SC_TRACE, _SC_TRACE_EVENT_FILTER, _SC_TRACE_INHERIT, _SC_TRACE_LOG, _SC_LEVEL1_ICACHE_SIZE, _SC_LEVEL1_ICACHE_ASSOC, _SC_LEVEL1_ICACHE_LINESIZE, _SC_LEVEL1_DCACHE_SIZE, _SC_LEVEL1_DCACHE_ASSOC, _SC_LEVEL1_DCACHE_LINESIZE, _SC_LEVEL2_CACHE_SIZE, _SC_LEVEL2_CACHE_ASSOC, _SC_LEVEL2_CACHE_LINESIZE, _SC_LEVEL3_CACHE_SIZE, _SC_LEVEL3_CACHE_ASSOC, _SC_LEVEL3_CACHE_LINESIZE, _SC_LEVEL4_CACHE_SIZE, _SC_LEVEL4_CACHE_ASSOC, _SC_LEVEL4_CACHE_LINESIZE, _SC_IPV6 = (_SC_LEVEL1_ICACHE_SIZE+50), _SC_RAW_SOCKETS, _SC_V7_ILP32_OFF32, _SC_V7_ILP32_OFFBIG, _SC_V7_LP64_OFF64, _SC_V7_LPBIG_OFFBIG, _SC_SS_REPL_MAX, _SC_TRACE_EVENT_NAME_MAX, _SC_TRACE_NAME_MAX, _SC_TRACE_SYS_MAX, _SC_TRACE_USER_EVENT_MAX, _SC_XOPEN_STREAMS, _SC_THREAD_ROBUST_PRIO_INHERIT, _SC_THREAD_ROBUST_PRIO_PROTECT }; /* Values for the argument to `sysconf' corresponding to _POSIX2_ symbols. */ /* Values according to POSIX 1003.1c (POSIX threads). */ /* Leave room here, maybe we need a few more cache levels some day. */ /* Values for the NAME argument to `confstr'. */ enum avilib_c_8142 { _CS_PATH, _CS_V6_WIDTH_RESTRICTED_ENVS, _CS_GNU_LIBC_VERSION, _CS_GNU_LIBPTHREAD_VERSION, _CS_V5_WIDTH_RESTRICTED_ENVS, _CS_V7_WIDTH_RESTRICTED_ENVS, _CS_LFS_CFLAGS = 1000, _CS_LFS_LDFLAGS, _CS_LFS_LIBS, _CS_LFS_LINTFLAGS, _CS_LFS64_CFLAGS, _CS_LFS64_LDFLAGS, _CS_LFS64_LIBS, _CS_LFS64_LINTFLAGS, _CS_XBS5_ILP32_OFF32_CFLAGS = 1100, _CS_XBS5_ILP32_OFF32_LDFLAGS, _CS_XBS5_ILP32_OFF32_LIBS, _CS_XBS5_ILP32_OFF32_LINTFLAGS, _CS_XBS5_ILP32_OFFBIG_CFLAGS, _CS_XBS5_ILP32_OFFBIG_LDFLAGS, _CS_XBS5_ILP32_OFFBIG_LIBS, _CS_XBS5_ILP32_OFFBIG_LINTFLAGS, _CS_XBS5_LP64_OFF64_CFLAGS, _CS_XBS5_LP64_OFF64_LDFLAGS, _CS_XBS5_LP64_OFF64_LIBS, _CS_XBS5_LP64_OFF64_LINTFLAGS, _CS_XBS5_LPBIG_OFFBIG_CFLAGS, _CS_XBS5_LPBIG_OFFBIG_LDFLAGS, _CS_XBS5_LPBIG_OFFBIG_LIBS, _CS_XBS5_LPBIG_OFFBIG_LINTFLAGS, _CS_POSIX_V6_ILP32_OFF32_CFLAGS, _CS_POSIX_V6_ILP32_OFF32_LDFLAGS, _CS_POSIX_V6_ILP32_OFF32_LIBS, _CS_POSIX_V6_ILP32_OFF32_LINTFLAGS, _CS_POSIX_V6_ILP32_OFFBIG_CFLAGS, _CS_POSIX_V6_ILP32_OFFBIG_LDFLAGS, _CS_POSIX_V6_ILP32_OFFBIG_LIBS, _CS_POSIX_V6_ILP32_OFFBIG_LINTFLAGS, _CS_POSIX_V6_LP64_OFF64_CFLAGS, _CS_POSIX_V6_LP64_OFF64_LDFLAGS, _CS_POSIX_V6_LP64_OFF64_LIBS, _CS_POSIX_V6_LP64_OFF64_LINTFLAGS, _CS_POSIX_V6_LPBIG_OFFBIG_CFLAGS, _CS_POSIX_V6_LPBIG_OFFBIG_LDFLAGS, _CS_POSIX_V6_LPBIG_OFFBIG_LIBS, _CS_POSIX_V6_LPBIG_OFFBIG_LINTFLAGS, _CS_POSIX_V7_ILP32_OFF32_CFLAGS, _CS_POSIX_V7_ILP32_OFF32_LDFLAGS, _CS_POSIX_V7_ILP32_OFF32_LIBS, _CS_POSIX_V7_ILP32_OFF32_LINTFLAGS, _CS_POSIX_V7_ILP32_OFFBIG_CFLAGS, _CS_POSIX_V7_ILP32_OFFBIG_LDFLAGS, _CS_POSIX_V7_ILP32_OFFBIG_LIBS, _CS_POSIX_V7_ILP32_OFFBIG_LINTFLAGS, _CS_POSIX_V7_LP64_OFF64_CFLAGS, _CS_POSIX_V7_LP64_OFF64_LDFLAGS, _CS_POSIX_V7_LP64_OFF64_LIBS, _CS_POSIX_V7_LP64_OFF64_LINTFLAGS, _CS_POSIX_V7_LPBIG_OFFBIG_CFLAGS, _CS_POSIX_V7_LPBIG_OFFBIG_LDFLAGS, _CS_POSIX_V7_LPBIG_OFFBIG_LIBS, _CS_POSIX_V7_LPBIG_OFFBIG_LINTFLAGS, _CS_V6_ENV, _CS_V7_ENV }; /* The default search path. */ /* Get file-specific configuration information about PATH. */ extern long int pathconf(const char * __path, int __name); /* Get file-specific configuration about descriptor FD. */ extern long int fpathconf(int __fd, int __name); /* Get the value of the system variable NAME. */ extern long int sysconf(int __name); /* Get the value of the string-valued system variable NAME. */ extern size_t confstr(int __name, char * __buf, size_t __len); /* Get the process ID of the calling process. */ extern __pid_t getpid(void ); /* Get the process ID of the calling process's parent. */ extern __pid_t getppid(void ); /* Get the process group ID of the calling process. */ extern __pid_t getpgrp(void ); /* Get the process group ID of process PID. */ extern __pid_t __getpgid(__pid_t __pid); extern __pid_t getpgid(__pid_t __pid); /* Set the process group ID of the process matching PID to PGID. If PID is zero, the current process's process group ID is set. If PGID is zero, the process ID of the process is used. */ extern int setpgid(__pid_t __pid, __pid_t __pgid); /* Both System V and BSD have `setpgrp' functions, but with different calling conventions. The BSD function is the same as POSIX.1 `setpgid' (above). The System V function takes no arguments and puts the calling process in its on group like `setpgid (0, 0)'. New programs should always use `setpgid' instead. GNU provides the POSIX.1 function. */ /* Set the process group ID of the calling process to its own PID. This is exactly the same as `setpgid (0, 0)'. */ extern int setpgrp(void ); /* Create a new session with the calling process as its leader. The process group IDs of the session and the calling process are set to the process ID of the calling process, which is returned. */ extern __pid_t setsid(void ); /* Return the session ID of the given process. */ extern __pid_t getsid(__pid_t __pid); /* Get the real user ID of the calling process. */ extern __uid_t getuid(void ); /* Get the effective user ID of the calling process. */ extern __uid_t geteuid(void ); /* Get the real group ID of the calling process. */ extern __gid_t getgid(void ); /* Get the effective group ID of the calling process. */ extern __gid_t getegid(void ); /* If SIZE is zero, return the number of supplementary groups the calling process is in. Otherwise, fill in the group IDs of its supplementary groups in LIST and return the number written. */ extern int getgroups(int __size, __gid_t __list[]); /* Set the user ID of the calling process to UID. If the calling process is the super-user, set the real and effective user IDs, and the saved set-user-ID to UID; if not, the effective user ID is set to UID. */ extern int setuid(__uid_t __uid); /* Set the real user ID of the calling process to RUID, and the effective user ID of the calling process to EUID. */ extern int setreuid(__uid_t __ruid, __uid_t __euid); /* Set the effective user ID of the calling process to UID. */ extern int seteuid(__uid_t __uid); /* Set the group ID of the calling process to GID. If the calling process is the super-user, set the real and effective group IDs, and the saved set-group-ID to GID; if not, the effective group ID is set to GID. */ extern int setgid(__gid_t __gid); /* Set the real group ID of the calling process to RGID, and the effective group ID of the calling process to EGID. */ extern int setregid(__gid_t __rgid, __gid_t __egid); /* Set the effective group ID of the calling process to GID. */ extern int setegid(__gid_t __gid); /* Clone the calling process, creating an exact copy. Return -1 for errors, 0 to the new process, and the process ID of the new process to the old process. */ extern __pid_t fork(void ); /* Clone the calling process, but without copying the whole address space. The calling process is suspended until the new process exits or is replaced by a call to `execve'. Return -1 for errors, 0 to the new process, and the process ID of the new process to the old process. */ extern __pid_t vfork(void ); /* Return the pathname of the terminal FD is open on, or NULL on errors. The returned storage is good only until the next call to this function. */ extern char *ttyname(int __fd); /* Store at most BUFLEN characters of the pathname of the terminal FD is open on in BUF. Return 0 on success, otherwise an error number. */ extern int ttyname_r(int __fd, char * __buf, size_t __buflen); /* Return 1 if FD is a valid descriptor associated with a terminal, zero if not. */ extern int isatty(int __fd); /* Return the index into the active-logins file (utmp) for the controlling terminal. */ extern int ttyslot(void ); /* Make a link to FROM named TO. */ extern int link(const char * __from, const char * __to); /* Like link but relative paths in TO and FROM are interpreted relative to FROMFD and TOFD respectively. */ extern int linkat(int __fromfd, const char * __from, int __tofd, const char * __to, int __flags); /* Make a symbolic link to FROM named TO. */ extern int symlink(const char * __from, const char * __to); /* Read the contents of the symbolic link PATH into no more than LEN bytes of BUF. The contents are not null-terminated. Returns the number of characters read, or -1 for errors. */ extern ssize_t readlink(const char * __path, char * __buf, size_t __len); /* Like symlink but a relative path in TO is interpreted relative to TOFD. */ extern int symlinkat(const char * __from, int __tofd, const char * __to); /* Like readlink but a relative PATH is interpreted relative to FD. */ extern ssize_t readlinkat(int __fd, const char * __path, char * __buf, size_t __len); /* Remove the link NAME. */ extern int unlink(const char * __name); /* Remove the link NAME relative to FD. */ extern int unlinkat(int __fd, const char * __name, int __flag); /* Remove the directory PATH. */ extern int rmdir(const char * __path); /* Return the foreground process group ID of FD. */ extern __pid_t tcgetpgrp(int __fd); /* Set the foreground process group ID of FD set PGRP_ID. */ extern int tcsetpgrp(int __fd, __pid_t __pgrp_id); /* Return the login name of the user. This function is a possible cancellation point and therefore not marked with __THROW. */ extern char *getlogin(void ); /* Return at most NAME_LEN characters of the login name of the user in NAME. If it cannot be determined or some other error occurred, return the error code. Otherwise return 0. This function is a possible cancellation point and therefore not marked with __THROW. */ extern int getlogin_r(char * __name, size_t __name_len); /* Set the login name returned by `getlogin'. */ extern int setlogin(const char * __name); /* Get definitions and prototypes for functions to process the arguments in ARGV (ARGC of them, minus the program name) for options given in OPTS. */ /* Declarations for getopt (POSIX compatibility shim). Copyright (C) 1989-2018 Free Software Foundation, Inc. Unlike the bulk of the getopt implementation, this file is NOT part of gnulib. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Declarations for getopt (basic, portable features only). Copyright (C) 1989-2018 Free Software Foundation, Inc. This file is part of the GNU C Library and is also part of gnulib. Patches to this file should be submitted to both projects. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* This header should not be used directly; include getopt.h or unistd.h instead. Unlike most bits headers, it does not have a protective #error, because the guard macro for getopt.h in gnulib is not fixed. */ /* For communication from 'getopt' to the caller. When 'getopt' finds an option that takes an argument, the argument value is returned here. Also, when 'ordering' is RETURN_IN_ORDER, each non-option ARGV-element is returned here. */ extern char * optarg; /* Index in ARGV of the next element to be scanned. This is used for communication to and from the caller and for communication between successive calls to 'getopt'. On entry to 'getopt', zero means this is the first call; initialize. When 'getopt' returns -1, this is the index of the first of the non-option elements that the caller should itself scan. Otherwise, 'optind' communicates from one call to the next how much of ARGV has been scanned so far. */ extern int optind; /* Callers store zero here to inhibit the error message 'getopt' prints for unrecognized options. */ extern int opterr; /* Set to an option character which was unrecognized. */ extern int optopt; /* Get definitions and prototypes for functions to process the arguments in ARGV (ARGC of them, minus the program name) for options given in OPTS. Return the option character from OPTS just read. Return -1 when there are no more options. For unrecognized options, or options missing arguments, 'optopt' is set to the option letter, and '?' is returned. The OPTS string is a list of characters which are recognized option letters, optionally followed by colons, specifying that that letter takes an argument, to be placed in 'optarg'. If a letter in OPTS is followed by two colons, its argument is optional. This behavior is specific to the GNU 'getopt'. The argument '--' causes premature termination of argument scanning, explicitly telling 'getopt' that there are no more options. If OPTS begins with '-', then non-option arguments are treated as arguments to the option '\1'. This behavior is specific to the GNU 'getopt'. If OPTS begins with '+', or POSIXLY_CORRECT is set in the environment, then do not permute arguments. For standards compliance, the 'argv' argument has the type charconst *, but this is inaccurate; if argument permutation is enabled, the argv array (not the strings it points to) must be writable. */ extern int getopt(int ___argc, char * const * ___argv, const char * __shortopts); /* Put the name of the current host in no more than LEN bytes of NAME. The result is null-terminated if LEN is large enough for the full name and the terminator. */ extern int gethostname(char * __name, size_t __len); /* Set the name of the current host to NAME, which is LEN bytes long. This call is restricted to the super-user. */ extern int sethostname(const char * __name, size_t __len); /* Set the current machine's Internet number to ID. This call is restricted to the super-user. */ extern int sethostid(long int __id); /* Get and set the NIS (aka YP) domain name, if any. Called just like `gethostname' and `sethostname'. The NIS domain name is usually the empty string when not using NIS. */ extern int getdomainname(char * __name, size_t __len); extern int setdomainname(const char * __name, size_t __len); /* Revoke access permissions to all processes currently communicating with the control terminal, and then send a SIGHUP signal to the process group of the control terminal. */ extern int vhangup(void ); /* Revoke the access of all descriptors currently open on FILE. */ extern int revoke(const char * __file); /* Enable statistical profiling, writing samples of the PC into at most SIZE bytes of SAMPLE_BUFFER; every processor clock tick while profiling is enabled, the system examines the user PC and increments SAMPLE_BUFFER[((PC - OFFSET) 2) * SCALE / 65536]. If SCALE is zero, disable profiling. Returns zero on success, -1 on error. */ extern int profil(unsigned short int * __sample_buffer, size_t __size, size_t __offset, unsigned int __scale); /* Turn accounting on if NAME is an existing file. The system will then write a record for each process as it terminates, to this file. If NAME is NULL, turn accounting off. This call is restricted to the super-user. */ extern int acct(const char * __name); /* Successive calls return the shells listed in `etc/shells'. */ extern char *getusershell(void ); extern void endusershell(void ); /* Discard cached info. */ extern void setusershell(void ); /* Rewind and re-read the file. */ /* Put the program in the background, and dissociate from the controlling terminal. If NOCHDIR is zero, do `chdir ("")'. If NOCLOSE is zero, redirects stdin, stdout, and stderr to /dev/null. */ extern int daemon(int __nochdir, int __noclose); /* Make PATH be the root directory (the starting point for absolute paths). This call is restricted to the super-user. */ extern int chroot(const char * __path); /* Prompt with PROMPT and read a string from the terminal without echoing. Usesdev/tty if possible; otherwise stderr and stdin. */ extern char *getpass(const char * __prompt); /* Make all changes done to FD actually appear on disk. This function is a cancellation point and therefore not marked with __THROW. */ extern int fsync(int __fd); /* Return identifier for the current host. */ extern long int gethostid(void ); /* Make all changes done to all files actually appear on disk. */ extern void sync(void ); /* Return the number of bytes in a page. This is the system's page size, which is not necessarily the same as the hardware page size. */ extern int getpagesize(void ); /* Return the maximum number of file descriptors the current process could possibly have. */ extern int getdtablesize(void ); /* Truncate FILE to LENGTH bytes. */ extern int truncate(const char * __file, __off_t __length); /* Truncate the file FD is open on to LENGTH bytes. */ extern int ftruncate(int __fd, __off_t __length); /* Set the end of accessible data space (aka "the break") to ADDR. Returns zero on success and -1 for errors (with errno set). */ extern int brk(void * __addr); /* Increase or decrease the end of accessible data space by DELTA bytes. If successful, returns the address the previous end of data space (i.e. the beginning of the new space, if DELTA > 0); returns (void) -1 for errors (with errno set). */ extern void *sbrk(intptr_t __delta); /* Invoke `system call' number SYSNO, passing it the remaining arguments. This is completely system-dependent, and not often useful. In Unix, `syscall' sets `errno' for all errors and most calls return -1 for errors; in many systems you cannot pass arguments or get return values for all system calls (`pipe', `fork', and `getppid' typically among them). In Mach, all system calls take normal arguments and always return an error code (zero for success). */ extern long int syscall(long int __sysno, ...); /* Synchronize at least the data part of a file with the underlying media. */ extern int fdatasync(int __fildes); /* One-way hash PHRASE, returning a string suitable for storage in the user database. SALT selects the one-way function to use, and ensures that no two users' hashes are the same, even if they use the same passphrase. The return value points to static storage which will be overwritten by the next call to crypt. */ extern char *crypt(const char * __key, const char * __salt); /* Prior to Issue 6, the Single Unix Specification required these prototypes to appear in this header. They are also found in <stdio.h>. */ /* Unix98 requires this function to be declared here. In other standards it is in <pthread.h>. */ /* Write LENGTH bytes of randomness starting at BUFFER. Return 0 on success or -1 on error. */ int getentropy(void * __buffer, size_t __length); /* Define some macros helping to catch buffer overflows. */ /* #include <windows.h> */ /* Copyright (C) 1997-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* ISO C99: 7.8 Format conversion of integer types <inttypes.h> */ /* Copyright (C) 1991-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Get the type definitions. */ /* Copyright (C) 1997-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* ISO C99: 7.18 Integer types <stdint.h> */ /* Handle feature test macros at the start of a header. Copyright (C) 2016-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* This header is internal to glibc and should not be included outside of glibc headers. Headers including it must define __GLIBC_INTERNAL_STARTING_HEADER_IMPLEMENTATION first. This header cannot have multiple include guards because ISO C feature test macros depend on the definition of the macro when an affected header is included, not when the first system header is included. */ /* Copyright (C) 1991-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* ISOIEC TR 24731-2:2010 defines the __STDC_WANT_LIB_EXT2__ macro. */ /* ISOIEC TS 18661-1:2014 defines the __STDC_WANT_IEC_60559_BFP_EXT__ macro. */ /* ISOIEC TS 18661-4:2015 defines the __STDC_WANT_IEC_60559_FUNCS_EXT__ macro. */ /* ISOIEC TS 18661-3:2015 defines the __STDC_WANT_IEC_60559_TYPES_EXT__ macro. */ /* bitstypes.h -- definitions of __*_t types underlying *_t types. Copyright (C) 2002-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Never include this file directly; use <sys/types.h> instead. */ /* wchar_t type related definitions. Copyright (C) 2000-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* The fallback definitions, for when __WCHAR_MAX__ or __WCHAR_MIN__ are not defined, give the right value and type as long as both int and wchar_t are 32-bit types. Adding L'\0' to a constant value ensures that the type is correct; it is necessary to use (L'\0' + 0) rather than just L'\0' so that the type in C++ is the promoted version of wchar_t rather than the distinct wchar_t type itself. Because wchar_t in preprocessor #if expressions is treated as intmax_t or uintmax_t, the expression (L'\0' - 1) would have the wrong value for WCHAR_MAX in such expressions and so cannot be used to define __WCHAR_MAX in the unsigned case. */ /* Determine the wordsize from the preprocessor defines. */ /* Both x86-64 and x32 use the 64-bit system call interface. */ /* Exact integral types. */ /* Signed. */ /* Define intN_t types. Copyright (C) 2017-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Unsigned. */ /* Define uintN_t types. Copyright (C) 2017-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* bitstypes.h -- definitions of __*_t types underlying *_t types. Copyright (C) 2002-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Never include this file directly; use <sys/types.h> instead. */ typedef __uint8_t uint8_t; typedef __uint16_t uint16_t; typedef __uint32_t uint32_t; typedef __uint64_t uint64_t; /* Small types. */ /* Signed. */ typedef __int_least8_t int_least8_t; typedef __int_least16_t int_least16_t; typedef __int_least32_t int_least32_t; typedef __int_least64_t int_least64_t; /* Unsigned. */ typedef __uint_least8_t uint_least8_t; typedef __uint_least16_t uint_least16_t; typedef __uint_least32_t uint_least32_t; typedef __uint_least64_t uint_least64_t; /* Fast types. */ /* Signed. */ typedef signed char int_fast8_t; typedef long int int_fast16_t; typedef long int int_fast32_t; typedef long int int_fast64_t; /* Unsigned. */ typedef unsigned char uint_fast8_t; typedef unsigned long int uint_fast16_t; typedef unsigned long int uint_fast32_t; typedef unsigned long int uint_fast64_t; /* Types for `void' pointers. */ typedef unsigned long int uintptr_t; /* Largest integral types. */ typedef __intmax_t intmax_t; typedef __uintmax_t uintmax_t; /* Limits of integral types. */ /* Minimum of signed integral types. */ /* Maximum of signed integral types. */ /* Maximum of unsigned integral types. */ /* Minimum of signed integral types having a minimum size. */ /* Maximum of signed integral types having a minimum size. */ /* Maximum of unsigned integral types having a minimum size. */ /* Minimum of fast signed integral types having a minimum size. */ /* Maximum of fast signed integral types having a minimum size. */ /* Maximum of fast unsigned integral types having a minimum size. */ /* Values to test for integral types holding `void' pointer. */ /* Minimum for largest signed integral type. */ /* Maximum for largest signed integral type. */ /* Maximum for largest unsigned integral type. */ /* Limits of other integer types. */ /* Limits of `ptrdiff_t' type. */ /* Limits of `sig_atomic_t'. */ /* Limit of `size_t' type. */ /* Limits of `wchar_t'. */ /* These constants might also be defined in <wchar.h>. */ /* Limits of `wint_t'. */ /* Signed. */ /* Unsigned. */ /* Maximal type. */ /* Get a definition for wchar_t. But we must not define wchar_t itself. */ typedef int __gwchar_t; /* Macros for printing format specifiers. */ /* Decimal notation. */ /* Octal notation. */ /* Unsigned integers. */ /* lowercase hexadecimal notation. */ /* UPPERCASE hexadecimal notation. */ /* Macros for printing `intmax_t' and `uintmax_t'. */ /* Macros for printing `intptr_t' and `uintptr_t'. */ /* Macros for scanning format specifiers. */ /* Signed decimal notation. */ /* Signed decimal notation. */ /* Unsigned decimal notation. */ /* Octal notation. */ /* Hexadecimal notation. */ /* Macros for scanning `intmax_t' and `uintmax_t'. */ /* Macros for scaning `intptr_t' and `uintptr_t'. */ /* We have to define the `uintmax_t' type using `ldiv_t'. */ struct named_avilib_c_10811 { long int quot; /* Quotient. */ long int rem; }; /* Remainder. */ typedef struct named_avilib_c_10811 imaxdiv_t; /* Compute absolute value of N. */ extern intmax_t imaxabs(intmax_t __n); /* Return the `imaxdiv_t' representation of the value of NUMER over DENOM. */ extern imaxdiv_t imaxdiv(intmax_t __numer, intmax_t __denom); /* Like `strtol' but convert to `intmax_t'. */ extern intmax_t strtoimax(const char * __nptr, char * * __endptr, int __base); /* Like `strtoul' but convert to `uintmax_t'. */ extern uintmax_t strtoumax(const char * __nptr, char * * __endptr, int __base); /* Like `wcstol' but convert to `intmax_t'. */ extern intmax_t wcstoimax(const __gwchar_t * __nptr, __gwchar_t * * __endptr, int __base); /* Like `wcstoul' but convert to `uintmax_t'. */ extern uintmax_t wcstoumax(const __gwchar_t * __nptr, __gwchar_t * * __endptr, int __base); /* Copyright (C) 1992-2018 Free Software Foundation, Inc. This file is part of GCC. GCC is free software; you can redistribute it andor modify it under the terms of the GNU General Public License as published by the Free Software Foundation; either version 3, or (at your option) any later version. GCC is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. Under Section 7 of GPL version 3, you are granted additional permissions described in the GCC Runtime Library Exception, version 3.1, as published by the Free Software Foundation. You should have received a copy of the GNU General Public License and a copy of the GCC Runtime Library Exception along with this program; see the files COPYING3 and COPYING.RUNTIME respectively. If not, see <http:www.gnu.org/licenses/>. */ /* This administrivia gets added to the beginning of limits.h if the system has its own version of limits.h. */ /* We use _GCC_LIMITS_H_ because we want this not to match any macros that the system's limits.h uses for its own purposes. */ /* Use "..." so that we find syslimits.h only in this same directory. */ /* syslimits.h stands for the system's own limits.h file. If we can use it ok unmodified, then we install this text. If fixincludes fixes it, then the fixed version is installed instead of this text. */ /* Copyright (C) 1992-2018 Free Software Foundation, Inc. This file is part of GCC. GCC is free software; you can redistribute it andor modify it under the terms of the GNU General Public License as published by the Free Software Foundation; either version 3, or (at your option) any later version. GCC is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. Under Section 7 of GPL version 3, you are granted additional permissions described in the GCC Runtime Library Exception, version 3.1, as published by the Free Software Foundation. You should have received a copy of the GNU General Public License and a copy of the GCC Runtime Library Exception along with this program; see the files COPYING3 and COPYING.RUNTIME respectively. If not, see <http:www.gnu.org/licenses/>. */ /* This administrivia gets added to the beginning of limits.h if the system has its own version of limits.h. */ /* We use _GCC_LIMITS_H_ because we want this not to match any macros that the system's limits.h uses for its own purposes. */ /* Copyright (C) 1991-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* ISO C99 Standard: 7.10/5.2.4.2.1 Sizes of integer types <limits.h> */ /* Handle feature test macros at the start of a header. Copyright (C) 2016-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* This header is internal to glibc and should not be included outside of glibc headers. Headers including it must define __GLIBC_INTERNAL_STARTING_HEADER_IMPLEMENTATION first. This header cannot have multiple include guards because ISO C feature test macros depend on the definition of the macro when an affected header is included, not when the first system header is included. */ /* Copyright (C) 1991-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* ISOIEC TR 24731-2:2010 defines the __STDC_WANT_LIB_EXT2__ macro. */ /* ISOIEC TS 18661-1:2014 defines the __STDC_WANT_IEC_60559_BFP_EXT__ macro. */ /* ISOIEC TS 18661-4:2015 defines the __STDC_WANT_IEC_60559_FUNCS_EXT__ macro. */ /* ISOIEC TS 18661-3:2015 defines the __STDC_WANT_IEC_60559_TYPES_EXT__ macro. */ /* Maximum length of any multibyte character in any locale. We define this value here since the gcc header does not define the correct value. */ /* If we are not using GNU CC we have to define all the symbols ourself. Otherwise use gcc's definitions (see below). */ /* Get the compiler's limits.h, which defines almost all the ISO constants. We put this #include_next outside the double inclusion check because it should be possible to include this file more than once and still get the definitions from gcc's header. */ /* The <limits.h> files in some gcc versions don't define LLONG_MIN, LLONG_MAX, and ULLONG_MAX. Instead only the values gcc defined for ages are available. */ /* The integer width macros are not defined by GCC's <limits.h> before GCC 7, or if _GNU_SOURCE rather than __STDC_WANT_IEC_60559_BFP_EXT__ is used to enable this feature. */ /* POSIX adds things to <limits.h>. */ /* Copyright (C) 1991-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* POSIX Standard: 2.9.2 Minimum Values Added to <limits.h> * * Never include this file directly; use <limits.h> instead. */ /* Determine the wordsize from the preprocessor defines. */ /* Both x86-64 and x32 use the 64-bit system call interface. */ /* These are the standard-mandated minimum values. */ /* Minimum number of operations in one list IO call. */ /* Minimal number of outstanding asynchronous IO operations. */ /* Maximum length of arguments to `execve', including environment. */ /* Maximum simultaneous processes per real user ID. */ /* Minimal number of timer expiration overruns. */ /* Maximum length of a host name (not including the terminating null) as returned from the GETHOSTNAME function. */ /* Maximum link count of a file. */ /* Maximum length of login name. */ /* Number of bytes in a terminal canonical input queue. */ /* Number of bytes for which space will be available in a terminal input queue. */ /* Maximum number of message queues open for a process. */ /* Maximum number of supported message priorities. */ /* Number of bytes in a filename. */ /* Number of simultaneous supplementary group IDs per process. */ /* Number of files one process can have open at once. */ /* Number of bytes in a pathname. */ /* Number of bytes than can be written atomically to a pipe. */ /* The number of repeated occurrences of a BRE permitted by the REGEXEC and REGCOMP functions when using the interval notation. */ /* Minimal number of realtime signals reserved for the application. */ /* Number of semaphores a process can have. */ /* Maximal value of a semaphore. */ /* Number of pending realtime signals. */ /* Largest value of a `ssize_t'. */ /* Number of streams a process can have open at once. */ /* The number of bytes in a symbolic link. */ /* The number of symbolic links that can be traversed in the resolution of a pathname in the absence of a loop. */ /* Number of timer for a process. */ /* Maximum number of characters in a tty name. */ /* Maximum length of a timezone name (element of `tzname'). */ /* Maximum clock resolution in nanoseconds. */ /* Get the implementation-specific values for the above. */ /* Minimum guaranteed maximum values for system limits. Linux version. Copyright (C) 1993-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; see the file COPYING.LIB. If not, see <http:www.gnu.org/licenses/>. */ /* The kernel header pollutes the namespace with the NR_OPEN symbol and defines LINK_MAX although filesystems have different maxima. A similar thing is true for OPEN_MAX: the limit can be changed at runtime and therefore the macro must not be defined. Remove this after including the header if necessary. */ /* The kernel sources contain a file with all the needed information. */ /* SPDX-License-Identifier: GPL-2.0 WITH Linux-syscall-note */ /* Have to remove NR_OPEN? */ /* Have to remove LINK_MAX? */ /* Have to remove OPEN_MAX? */ /* Have to remove ARG_MAX? */ /* The number of data keys per process. */ /* This is the value this implementation supports. */ /* Controlling the iterations of destructors for thread-specific data. */ /* Number of iterations this implementation does. */ /* The number of threads per process. */ /* We have no predefined limit on the number of threads. */ /* Maximum amount by which a process can descrease its asynchronous IO priority level. */ /* Minimum size for a thread. We are free to choose a reasonable value. */ /* Maximum number of timer expiration overruns. */ /* Maximum tty name length. */ /* Maximum login name length. This is arbitrary. */ /* Maximum host name length. */ /* Maximum message queue priority level. */ /* Maximum value the semaphore can have. */ /* ssize_t is not formally required to be the signed type corresponding to size_t, but it is for all configurations supported by glibc. */ /* This value is a guaranteed minimum maximum. The current maximum can be got from `sysconf'. */ /* Copyright (C) 1991-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Never include this file directly; include <limits.h> instead. */ /* The maximum `ibase' and `obase' values allowed by the `bc' utility. */ /* The maximum number of elements allowed in an array by the `bc' utility. */ /* The maximum `scale' value allowed by the `bc' utility. */ /* The maximum length of a string constant accepted by the `bc' utility. */ /* The maximum number of weights that can be assigned to an entry of the LC_COLLATE `order' keyword in the locale definition file. */ /* The maximum number of expressions that can be nested within parentheses by the `expr' utility. */ /* The maximum length, in bytes, of an input line. */ /* The maximum number of repeated occurrences of a regular expression permitted when using the interval notation `\{M,N\}'. */ /* The maximum number of bytes in a character class name. We have no fixed limit, 2048 is a high number. */ /* These values are implementation-specific, and may vary within the implementation. Their precise values can be obtained from sysconf. */ /* This value is defined like this in regex.h. */ /* Copyright (C) 1991-2018 Free Software Foundation, Inc. This file is part of GCC. GCC is free software; you can redistribute it andor modify it under the terms of the GNU General Public License as published by the Free Software Foundation; either version 3, or (at your option) any later version. GCC is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. Under Section 7 of GPL version 3, you are granted additional permissions described in the GCC Runtime Library Exception, version 3.1, as published by the Free Software Foundation. You should have received a copy of the GNU General Public License and a copy of the GCC Runtime Library Exception along with this program; see the files COPYING3 and COPYING.RUNTIME respectively. If not, see <http:www.gnu.org/licenses/>. */ /* Number of bits in a `char'. */ /* Maximum length of a multibyte character. */ /* Minimum and maximum values a `signed char' can hold. */ /* Maximum value an `unsigned char' can hold. (Minimum is 0). */ /* Minimum and maximum values a `char' can hold. */ /* Minimum and maximum values a `signed short int' can hold. */ /* Maximum value an `unsigned short int' can hold. (Minimum is 0). */ /* Minimum and maximum values a `signed int' can hold. */ /* Maximum value an `unsigned int' can hold. (Minimum is 0). */ /* Minimum and maximum values a `signed long int' can hold. (Same as `int'). */ /* Maximum value an `unsigned long int' can hold. (Minimum is 0). */ /* Minimum and maximum values a `signed long long int' can hold. */ /* Maximum value an `unsigned long long int' can hold. (Minimum is 0). */ /* This administrivia gets added to the end of limits.h if the system has its own version of limits.h. */ /* Copyright (C) 1991-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* ISO C99 Standard: 7.20 General utilities <stdlib.h> */ /* Handle feature test macros at the start of a header. Copyright (C) 2016-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* This header is internal to glibc and should not be included outside of glibc headers. Headers including it must define __GLIBC_INTERNAL_STARTING_HEADER_IMPLEMENTATION first. This header cannot have multiple include guards because ISO C feature test macros depend on the definition of the macro when an affected header is included, not when the first system header is included. */ /* Copyright (C) 1991-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* ISOIEC TR 24731-2:2010 defines the __STDC_WANT_LIB_EXT2__ macro. */ /* ISOIEC TS 18661-1:2014 defines the __STDC_WANT_IEC_60559_BFP_EXT__ macro. */ /* ISOIEC TS 18661-4:2015 defines the __STDC_WANT_IEC_60559_FUNCS_EXT__ macro. */ /* ISOIEC TS 18661-3:2015 defines the __STDC_WANT_IEC_60559_TYPES_EXT__ macro. */ /* Get size_t, wchar_t and NULL from <stddef.h>. */ /* Copyright (C) 1989-2018 Free Software Foundation, Inc. This file is part of GCC. GCC is free software; you can redistribute it andor modify it under the terms of the GNU General Public License as published by the Free Software Foundation; either version 3, or (at your option) any later version. GCC is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. Under Section 7 of GPL version 3, you are granted additional permissions described in the GCC Runtime Library Exception, version 3.1, as published by the Free Software Foundation. You should have received a copy of the GNU General Public License and a copy of the GCC Runtime Library Exception along with this program; see the files COPYING3 and COPYING.RUNTIME respectively. If not, see <http:www.gnu.org/licenses/>. */ /* ISO C Standard: 7.17 Common definitions <stddef.h> */ /* Any one of these symbols __need_ means that GNU libc wants us just to define one data type. So don't define the symbols that indicate this file's entire job has been done. */ /* This avoids lossage on SunOS but only if stdtypes.h comes first. There's no way to win with the other order! Sun lossage. */ /* On 4.3bsd-net2, make sure ansi.h is included, so we have one less case to deal with in the following. */ /* On FreeBSD 5, machineansi.h does not exist anymore... */ /* In 4.3bsd-net2, machineansi.h defines these symbols, which are defined if the corresponding type is *not* defined. FreeBSD-2.1 defines _MACHINE_ANSI_H_ instead of _ANSI_H_. NetBSD defines _I386_ANSI_H_ and _X86_64_ANSI_H_ instead of _ANSI_H_ */ /* Sequent's header files use _PTRDIFF_T_ in some conflicting way. Just ignore it. */ /* On VxWorks, <typevxTypesBase.h> may have defined macros like _TYPE_size_t which will typedef size_t. fixincludes patched the vxTypesBase.h so that this macro is only defined if _GCC_SIZE_T is not defined, and so that defining this macro defines _GCC_SIZE_T. If we find that the macros are still defined at this point, we must invoke them so that the type is defined as expected. */ /* In case nobody has defined these types, but we aren't running under GCC 2.00, make sure that __PTRDIFF_TYPE__, __SIZE_TYPE__, and __WCHAR_TYPE__ have reasonable values. This can happen if the parts of GCC is compiled by an older compiler, that actually include gstddef.h, such as collect2. */ /* Signed type of difference of two pointers. */ /* Define this type if we are doing the whole job, or if we want this type in particular. */ /* Unsigned type of `sizeof' something. */ /* Define this type if we are doing the whole job, or if we want this type in particular. */ /* Wide character type. Locale-writers should change this as necessary to be big enough to hold unique values not between 0 and 127, and not (wchar_t) -1, for each defined multibyte character. */ /* Define this type if we are doing the whole job, or if we want this type in particular. */ /* On BSD386 1.1, at least, machine/ansi.h defines _BSD_WCHAR_T_ instead of _WCHAR_T_, and _BSD_RUNE_T_ (which, unlike the other symbols in the _FOO_T_ family, stays defined even after its corresponding type is defined). If we define wchar_t, then we must undef _WCHAR_T_; for BSD/386 1.1 (and perhaps others), if we undef _WCHAR_T_, then we must also define rune_t, since headers like runetype.h assume that if machine/ansi.h is included, and _BSD_WCHAR_T_ is not defined, then rune_t is available. machine/ansi.h says, "Note that _WCHAR_T_ and _RUNE_T_ must be of the same type." */ /* FreeBSD 5 can't be handled well using "traditional" logic above since it no longer defines _BSD_RUNE_T_ yet still desires to export rune_t in some cases... */ typedef int wchar_t; /* In 4.3bsd-net2, leave these undefined to indicate that size_t, etc. are already defined. */ /* BSDOS 3.1 and FreeBSD [23].x require the MACHINE_ANSI_H check here. */ /* NetBSD 5 requires the I386_ANSI_H and X86_64_ANSI_H checks here. */ /* A null pointer constant. */ /* XPG requires a few symbols from <syswait.h> being defined. */ /* Definitions of flag bits for `waitpid' et al. Copyright (C) 1992-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Bits in the third argument to `waitpid'. */ /* Bits in the fourth argument to `waitid'. */ /* The following values are used by the `waitid' function. */ /* The Linux kernel defines these bare, rather than an enum, which causes a conflict if the include order is reversed. */ enum avilib_c_11074 { P_ALL, P_PID, P_PGID }; /* Wait for any child. */ /* Wait for specified process. */ /* Wait for members of process group. */ typedef enum avilib_c_11074 idtype_t; /* Definitions of status bits for `wait' et al. Copyright (C) 1992-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Everything extant so far uses these same bits. */ /* If WIFEXITED(STATUS), the low-order 8 bits of the status. */ /* If WIFSIGNALED(STATUS), the terminating signal. */ /* If WIFSTOPPED(STATUS), the signal that stopped the child. */ /* Nonzero if STATUS indicates normal termination. */ /* Nonzero if STATUS indicates termination by a signal. */ /* Nonzero if STATUS indicates the child is stopped. */ /* Nonzero if STATUS indicates the child continued after a stop. We only define this if <bitswaitflags.h> provides the WCONTINUED flag bit. */ /* Nonzero if STATUS indicates the child dumped core. */ /* Macros for constructing status values. */ /* Define the macros <syswait.h> also would define this way. */ /* _FloatN API tests for enablement. */ /* Macros to control TS 18661-3 glibc features on x86. Copyright (C) 2017-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Copyright (C) 1991-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Defined to 1 if the current compiler invocation provides a floating-point type with the IEEE 754 binary128 format, and this glibc includes correspondingf128 interfaces for it. The required libgcc support was added some time after the basic compiler support, for x86_64 and x86. */ /* Defined to 1 if __HAVE_FLOAT128 is 1 and the type is ABI-distinct from the default float, double and long double types in this glibc. */ /* Defined to 1 if the current compiler invocation provides a floating-point type with the right format for _Float64x, and this glibc includes correspondingf64x interfaces for it. */ /* Defined to 1 if __HAVE_FLOAT64X is 1 and _Float64x has the format of long double. Otherwise, if __HAVE_FLOAT64X is 1, _Float64x has the format of _Float128, which must be different from that of long double. */ /* Defined to concatenate the literal suffix to be used with _Float128 types, if __HAVE_FLOAT128 is 1. */ /* Defined to a complex binary128 type if __HAVE_FLOAT128 is 1. */ /* The remaining of this file provides support for older compilers. */ /* The type _Float128 exists only since GCC 7.0. */ /* __builtin_huge_valf128 doesn't exist before GCC 7.0. */ /* Older GCC has only a subset of built-in functions for _Float128 on x86, and __builtin_infq is not usable in static initializers. Converting a narrower sNaN to _Float128 produces a quiet NaN, so attempts to use _Float128 sNaNs will not work properly with older compilers. */ /* In mathmath.h, __MATH_TG will expand signbit to __builtin_signbit*, e.g.: __builtin_signbitf128, before GCC 6. However, there has never been a __builtin_signbitf128 in GCC and the type-generic builtin is only available since GCC 6. */ /* Macros to control TS 18661-3 glibc features where the same definitions are appropriate for all platforms. Copyright (C) 2017-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Copyright (C) 1991-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Properties of long double type. ldbl-96 version. Copyright (C) 2016-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* long double is distinct from double, so there is nothing to define here. */ /* This header should be included at the bottom of each bitsfloatn.h. It defines the following macros for each _FloatN and _FloatNx type, where the same definitions, or definitions based only on the macros in bits/floatn.h, are appropriate for all glibc configurations. */ /* Defined to 1 if the current compiler invocation provides a floating-point type with the right format for this type, and this glibc includes correspondingfN or *fNx interfaces for it. */ /* Defined to 1 if the corresponding __HAVE_<type> macro is 1 and the type is the first with its format in the sequence of (the default choices for) float, double, long double, _Float16, _Float32, _Float64, _Float128, _Float32x, _Float64x, _Float128x for this glibc; that is, if functions present once per floating-point format rather than once per type are present for this type. All configurations supported by glibc have _Float32 the same format as float, _Float64 and _Float32x the same format as double, the _Float64x the same format as either long double or _Float128. No configurations support _Float128x or, as of GCC 7, have compiler support for a type meeting the requirements for _Float128x. */ /* Defined to 1 if the corresponding _FloatN type is not binary compatible with the corresponding ISO C type in the current compilation unit as opposed to __HAVE_DISTINCT_FLOATN, which indicates the default types built in glibc. */ /* Defined to 1 if any _FloatN or _FloatNx types that are not ABI-distinct are however distinct types at the C language level (so for the purposes of __builtin_types_compatible_p and _Generic). */ /* Defined to concatenate the literal suffix to be used with _FloatN or _FloatNx types, if __HAVE_<type> is 1. The corresponding literal suffixes exist since GCC 7, for C only. */ /* Defined to a complex type if __HAVE_<type> is 1. */ /* The remaining of this file provides support for older compilers. */ /* If double, long double and _Float64 all have the same set of values, TS 18661-3 requires the usual arithmetic conversions on long double and _Float64 to produce _Float64. For this to be the case when building with a compiler without a distinct _Float64 type, _Float64 must be a typedef for long double, not for double. */ /* Returned by `div'. */ struct named_avilib_c_11091 { int quot; /* Quotient. */ int rem; }; /* Remainder. */ typedef struct named_avilib_c_11091 div_t; /* Returned by `ldiv'. */ struct named_avilib_c_11110 { long int quot; /* Quotient. */ long int rem; }; /* Remainder. */ typedef struct named_avilib_c_11110 ldiv_t; /* Returned by `lldiv'. */ struct named_avilib_c_11134 { long long int quot; /* Quotient. */ long long int rem; }; /* Remainder. */ typedef struct named_avilib_c_11134 lldiv_t; /* The largest number rand will return (same as INT_MAX). */ /* We define these the same for all machines. Changes from this to the outside world should be done in `_exit'. */ /* Maximum length of a multibyte character in the current locale. */ extern size_t __ctype_get_mb_cur_max(void ); /* Convert a string to a floating-point number. */ extern double atof(const char * __nptr); /* Convert a string to an integer. */ extern int atoi(const char * __nptr); /* Convert a string to a long integer. */ extern long int atol(const char * __nptr); /* Convert a string to a long long integer. */ extern long long int atoll(const char * __nptr); /* Convert a string to a floating-point number. */ extern double strtod(const char * __nptr, char * * __endptr); /* Likewise for `float' and `long double' sizes of floating-point numbers. */ extern float strtof(const char * __nptr, char * * __endptr); extern long double strtold(const char * __nptr, char * * __endptr); /* Likewise for '_FloatN' and '_FloatNx'. */ /* Convert a string to a long integer. */ extern long int strtol(const char * __nptr, char * * __endptr, int __base); /* Convert a string to an unsigned long integer. */ extern unsigned long int strtoul(const char * __nptr, char * * __endptr, int __base); /* Convert a string to a quadword integer. */ extern long long int strtoq(const char * __nptr, char * * __endptr, int __base); /* Convert a string to an unsigned quadword integer. */ extern unsigned long long int strtouq(const char * __nptr, char * * __endptr, int __base); /* Convert a string to a quadword integer. */ extern long long int strtoll(const char * __nptr, char * * __endptr, int __base); /* Convert a string to an unsigned quadword integer. */ extern unsigned long long int strtoull(const char * __nptr, char * * __endptr, int __base); /* Convert a floating-point number to a string. */ /* Convert N to base 64 using the digits ".0-9A-Za-z", least-significant digit first. Returns a pointer to static storage overwritten by the next call. */ extern char *l64a(long int __n); /* Read a number from a string S in base 64 as above. */ extern long int a64l(const char * __s); /* Copyright (C) 1991-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* POSIX Standard: 2.6 Primitive System Data Types <sys/types.h> */ /* These are the functions that actually do things. The `random', `srandom', `initstate' and `setstate' functions are those from BSD Unices. The `rand' and `srand' functions are required by the ANSI standard. We provide both interfaces to the same random number generator. */ /* Return a random long integer between 0 and RAND_MAX inclusive. */ extern long int random(void ); /* Seed the random number generator with the given number. */ extern void srandom(unsigned int __seed); /* Initialize the random number generator to use state buffer STATEBUF, of length STATELEN, and seed it with SEED. Optimal lengths are 8, 16, 32, 64, 128 and 256, the bigger the better; values less than 8 will cause an error and values greater than 256 will be rounded down. */ extern char *initstate(unsigned int __seed, char * __statebuf, size_t __statelen); /* Switch the random number generator to state buffer STATEBUF, which should have been previously initialized by `initstate'. */ extern char *setstate(char * __statebuf); /* Reentrant versions of the `random' family of functions. These functions all use the following data structure to contain state, rather than global state variables. */ struct random_data { int32_t * fptr; /* Front pointer. */ int32_t * rptr; /* Rear pointer. */ int32_t * state; /* Array of state values. */ int rand_type; /* Type of random number generator. */ int rand_deg; /* Degree of random number generator. */ int rand_sep; /* Distance between front and rear. */ int32_t * end_ptr; }; /* Pointer behind state table. */ extern int random_r(struct random_data * __buf, int32_t * __result); extern int srandom_r(unsigned int __seed, struct random_data * __buf); extern int initstate_r(unsigned int __seed, char * __statebuf, size_t __statelen, struct random_data * __buf); extern int setstate_r(char * __statebuf, struct random_data * __buf); /* Return a random integer between 0 and RAND_MAX inclusive. */ extern int rand(void ); /* Seed the random number generator with the given number. */ extern void srand(unsigned int __seed); /* Reentrant interface according to POSIX.1. */ extern int rand_r(unsigned int * __seed); /* System V style 48-bit random number generator functions. */ /* Return non-negative, double-precision floating-point value in [0.0,1.0). */ extern double drand48(void ); extern double erand48(unsigned short int __xsubi[3]); /* Return non-negative, long integer in [0,2^31). */ extern long int lrand48(void ); extern long int nrand48(unsigned short int __xsubi[3]); /* Return signed, long integers in [-2^31,2^31). */ extern long int mrand48(void ); extern long int jrand48(unsigned short int __xsubi[3]); /* Seed random number generator. */ extern void srand48(long int __seedval); extern unsigned short int *seed48(unsigned short int __seed16v[3]); extern void lcong48(unsigned short int __param[7]); /* Data structure for communication with thread safe versions. This type is to be regarded as opaque. It's only exported because users have to allocate objects of this type. */ struct drand48_data { unsigned short int __x[3]; /* Current state. */ unsigned short int __old_x[3]; /* Old state. */ unsigned short int __c; /* Additive const. in congruential formula. */ unsigned short int __init; /* Flag for initializing. */ unsigned long long int __a; }; /* Factor in congruential formula. */ /* Return non-negative, double-precision floating-point value in [0.0,1.0). */ extern int drand48_r(struct drand48_data * __buffer, double * __result); extern int erand48_r(unsigned short int __xsubi[3], struct drand48_data * __buffer, double * __result); /* Return non-negative, long integer in [0,2^31). */ extern int lrand48_r(struct drand48_data * __buffer, long int * __result); extern int nrand48_r(unsigned short int __xsubi[3], struct drand48_data * __buffer, long int * __result); /* Return signed, long integers in [-2^31,2^31). */ extern int mrand48_r(struct drand48_data * __buffer, long int * __result); extern int jrand48_r(unsigned short int __xsubi[3], struct drand48_data * __buffer, long int * __result); /* Seed random number generator. */ extern int srand48_r(long int __seedval, struct drand48_data * __buffer); extern int seed48_r(unsigned short int __seed16v[3], struct drand48_data * __buffer); extern int lcong48_r(unsigned short int __param[7], struct drand48_data * __buffer); /* Allocate SIZE bytes of memory. */ extern void *malloc(size_t __size); /* Allocate NMEMB elements of SIZE bytes each, all initialized to 0. */ extern void *calloc(size_t __nmemb, size_t __size); /* Re-allocate the previously allocated block in PTR, making the new block SIZE bytes long. */ /* __attribute_malloc__ is not used, because if realloc returns the same pointer that was passed to it, aliasing needs to be allowed between objects pointed by the old and new pointers. */ extern void *realloc(void * __ptr, size_t __size); /* Free a block allocated by `malloc', `realloc' or `calloc'. */ extern void free(void * __ptr); /* Copyright (C) 1992-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Copyright (C) 1991-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Copyright (C) 1989-2018 Free Software Foundation, Inc. This file is part of GCC. GCC is free software; you can redistribute it andor modify it under the terms of the GNU General Public License as published by the Free Software Foundation; either version 3, or (at your option) any later version. GCC is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. Under Section 7 of GPL version 3, you are granted additional permissions described in the GCC Runtime Library Exception, version 3.1, as published by the Free Software Foundation. You should have received a copy of the GNU General Public License and a copy of the GCC Runtime Library Exception along with this program; see the files COPYING3 and COPYING.RUNTIME respectively. If not, see <http:www.gnu.org/licenses/>. */ /* ISO C Standard: 7.17 Common definitions <stddef.h> */ /* Any one of these symbols __need_ means that GNU libc wants us just to define one data type. So don't define the symbols that indicate this file's entire job has been done. */ /* This avoids lossage on SunOS but only if stdtypes.h comes first. There's no way to win with the other order! Sun lossage. */ /* On 4.3bsd-net2, make sure ansi.h is included, so we have one less case to deal with in the following. */ /* On FreeBSD 5, machineansi.h does not exist anymore... */ /* In 4.3bsd-net2, machineansi.h defines these symbols, which are defined if the corresponding type is *not* defined. FreeBSD-2.1 defines _MACHINE_ANSI_H_ instead of _ANSI_H_. NetBSD defines _I386_ANSI_H_ and _X86_64_ANSI_H_ instead of _ANSI_H_ */ /* Sequent's header files use _PTRDIFF_T_ in some conflicting way. Just ignore it. */ /* On VxWorks, <typevxTypesBase.h> may have defined macros like _TYPE_size_t which will typedef size_t. fixincludes patched the vxTypesBase.h so that this macro is only defined if _GCC_SIZE_T is not defined, and so that defining this macro defines _GCC_SIZE_T. If we find that the macros are still defined at this point, we must invoke them so that the type is defined as expected. */ /* In case nobody has defined these types, but we aren't running under GCC 2.00, make sure that __PTRDIFF_TYPE__, __SIZE_TYPE__, and __WCHAR_TYPE__ have reasonable values. This can happen if the parts of GCC is compiled by an older compiler, that actually include gstddef.h, such as collect2. */ /* Signed type of difference of two pointers. */ /* Define this type if we are doing the whole job, or if we want this type in particular. */ /* Unsigned type of `sizeof' something. */ /* Define this type if we are doing the whole job, or if we want this type in particular. */ /* Wide character type. Locale-writers should change this as necessary to be big enough to hold unique values not between 0 and 127, and not (wchar_t) -1, for each defined multibyte character. */ /* Define this type if we are doing the whole job, or if we want this type in particular. */ /* In 4.3bsd-net2, leave these undefined to indicate that size_t, etc. are already defined. */ /* BSDOS 3.1 and FreeBSD [23].x require the MACHINE_ANSI_H check here. */ /* NetBSD 5 requires the I386_ANSI_H and X86_64_ANSI_H checks here. */ /* A null pointer constant. */ /* Remove any previous definitions. */ /* Allocate a block that will be freed when the calling function exits. */ extern void *alloca(size_t __size); /* Allocate SIZE bytes on a page boundary. The storage cannot be freed. */ extern void *valloc(size_t __size); /* Allocate memory of SIZE bytes with an alignment of ALIGNMENT. */ extern int posix_memalign(void * * __memptr, size_t __alignment, size_t __size); /* ISO C variant of aligned allocation. */ extern void *aligned_alloc(size_t __alignment, size_t __size); /* Abort execution and generate a core-dump. */ extern void abort(void ); /* Register a function to be called when `exit' is called. */ extern int atexit(void (* __func)(void )); /* Register a function to be called when `quick_exit' is called. */ extern int at_quick_exit(void (* __func)(void )); /* Register a function to be called with the status given to `exit' and the given argument. */ extern int on_exit(void (* __func)(int __status, void * __arg), void * __arg); /* Call all functions registered with `atexit' and `on_exit', in the reverse of the order in which they were registered, perform stdio cleanup, and terminate program execution with STATUS. */ extern void exit(int __status); /* Call all functions registered with `at_quick_exit' in the reverse of the order in which they were registered and terminate program execution with STATUS. */ extern void quick_exit(int __status); /* Terminate the program with STATUS without calling any of the functions registered with `atexit' or `on_exit'. */ extern void _Exit(int __status); /* Return the value of envariable NAME, or NULL if it doesn't exist. */ extern char *getenv(const char * __name); /* The SVID says this is in <stdio.h>, but this seems a better place. */ /* Put STRING, which is of the form "NAME=VALUE", in the environment. If there is no `=', remove NAME from the environment. */ extern int putenv(char * __string); /* Set NAME to VALUE in the environment. If REPLACE is nonzero, overwrite an existing value. */ extern int setenv(const char * __name, const char * __value, int __replace); /* Remove the variable NAME from the environment. */ extern int unsetenv(const char * __name); /* The `clearenv' was planned to be added to POSIX.1 but probably never made it. Nevertheless the POSIX.9 standard (POSIX bindings for Fortran 77) requires this function. */ extern int clearenv(void ); /* Generate a unique temporary file name from TEMPLATE. The last six characters of TEMPLATE must be "XXXXXX"; they are replaced with a string that makes the file name unique. Always returns TEMPLATE, it's either a temporary file name or a null string if it cannot get a unique file name. */ extern char *mktemp(char * __template); /* Generate a unique temporary file name from TEMPLATE. The last six characters of TEMPLATE must be "XXXXXX"; they are replaced with a string that makes the filename unique. Returns a file descriptor open on the file for reading and writing, or -1 if it cannot create a uniquely-named file. This function is a possible cancellation point and therefore not marked with __THROW. */ extern int mkstemp(char * __template); /* Similar to mkstemp, but the template can have a suffix after the XXXXXX. The length of the suffix is specified in the second parameter. This function is a possible cancellation point and therefore not marked with __THROW. */ extern int mkstemps(char * __template, int __suffixlen); /* Create a unique temporary directory from TEMPLATE. The last six characters of TEMPLATE must be "XXXXXX"; they are replaced with a string that makes the directory name unique. Returns TEMPLATE, or a null pointer if it cannot get a unique name. The directory is created mode 700. */ extern char *mkdtemp(char * __template); /* Execute the given line as a shell command. This function is a cancellation point and therefore not marked with __THROW. */ extern int system(const char * __command); /* Return the canonical absolute name of file NAME. If RESOLVED is null, the result is malloc'd; otherwise, if the canonical name is PATH_MAX chars or more, returns null with `errno' set to ENAMETOOLONG; if the name fits in fewer than PATH_MAX chars, returns the name in RESOLVED. */ extern char *realpath(const char * __name, char * __resolved); /* Shorthand for type of comparison functions. */ typedef int (* __compar_fn_t)(const void * , const void * ); /* Do a binary search for KEY in BASE, which consists of NMEMB elements of SIZE bytes each, using COMPAR to perform the comparisons. */ extern void *bsearch(const void * __key, const void * __base, size_t __nmemb, size_t __size, __compar_fn_t __compar); /* Sort NMEMB elements of BASE, of SIZE bytes each, using COMPAR to perform the comparisons. */ extern void qsort(void * __base, size_t __nmemb, size_t __size, __compar_fn_t __compar); /* Return the absolute value of X. */ extern int abs(int __x); extern long int labs(long int __x); extern long long int llabs(long long int __x); /* Return the `div_t', `ldiv_t' or `lldiv_t' representation of the value of NUMER over DENOM. */ /* GCC may have built-ins for these someday. */ extern div_t div(int __numer, int __denom); extern ldiv_t ldiv(long int __numer, long int __denom); extern lldiv_t lldiv(long long int __numer, long long int __denom); /* Convert floating point numbers to strings. The returned values are valid only until another call to the same function. */ /* Convert VALUE to a string with NDIGIT digits and return a pointer to this. SetDECPT with the position of the decimal character and *SIGN with the sign of the number. */ extern char *ecvt(double __value, int __ndigit, int * __decpt, int * __sign); /* Convert VALUE to a string rounded to NDIGIT decimal digits. SetDECPT with the position of the decimal character and *SIGN with the sign of the number. */ extern char *fcvt(double __value, int __ndigit, int * __decpt, int * __sign); /* If possible convert VALUE to a string with NDIGIT significant digits. Otherwise use exponential representation. The resulting string will be written to BUF. */ extern char *gcvt(double __value, int __ndigit, char * __buf); /* Long double versions of above functions. */ extern char *qecvt(long double __value, int __ndigit, int * __decpt, int * __sign); extern char *qfcvt(long double __value, int __ndigit, int * __decpt, int * __sign); extern char *qgcvt(long double __value, int __ndigit, char * __buf); /* Reentrant version of the functions above which provide their own buffers. */ extern int ecvt_r(double __value, int __ndigit, int * __decpt, int * __sign, char * __buf, size_t __len); extern int fcvt_r(double __value, int __ndigit, int * __decpt, int * __sign, char * __buf, size_t __len); extern int qecvt_r(long double __value, int __ndigit, int * __decpt, int * __sign, char * __buf, size_t __len); extern int qfcvt_r(long double __value, int __ndigit, int * __decpt, int * __sign, char * __buf, size_t __len); /* Return the length of the multibyte character in S, which is no longer than N. */ extern int mblen(const char * __s, size_t __n); /* Return the length of the given multibyte character, putting its `wchar_t' representation inPWC. */ extern int mbtowc(wchar_t * __pwc, const char * __s, size_t __n); /* Put the multibyte character represented by WCHAR in S, returning its length. */ extern int wctomb(char * __s, wchar_t __wchar); /* Convert a multibyte string to a wide char string. */ extern size_t mbstowcs(wchar_t * __pwcs, const char * __s, size_t __n); /* Convert a wide char string to multibyte string. */ extern size_t wcstombs(char * __s, const wchar_t * __pwcs, size_t __n); /* Determine whether the string value of RESPONSE matches the affirmation or negative response expression as specified by the LC_MESSAGES category in the program's current locale. Returns 1 if affirmative, 0 if negative, and -1 if not matching. */ extern int rpmatch(const char * __response); /* Parse comma separated suboption fromOPTIONP and match against strings in TOKENS. If found return index and set *VALUEP to optional value introduced by an equal sign. If the suboption is not part of TOKENS return in *VALUEP beginning of unknown suboption. On exit *OPTIONP is set to the beginning of the next token or at the terminating NUL character. */ extern int getsubopt(char * * __optionp, char * const * __tokens, char * * __valuep); /* XOpen pseudo terminal handling. */ /* Put the 1 minute, 5 minute and 15 minute load averages into the first NELEM elements of LOADAVG. Return the number written (never more than three, but may be less than NELEM), or -1 if an error occurred. */ extern int getloadavg(double __loadavg[], int __nelem); /* Floating-point inline functions for stdlib.h. Copyright (C) 2012-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Define some macros helping to catch buffer overflows. */ /* Copyright (C) 1991-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* ISO C99 Standard: 7.21 String handling <string.h> */ /* Handle feature test macros at the start of a header. Copyright (C) 2016-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* This header is internal to glibc and should not be included outside of glibc headers. Headers including it must define __GLIBC_INTERNAL_STARTING_HEADER_IMPLEMENTATION first. This header cannot have multiple include guards because ISO C feature test macros depend on the definition of the macro when an affected header is included, not when the first system header is included. */ /* Copyright (C) 1991-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* ISOIEC TR 24731-2:2010 defines the __STDC_WANT_LIB_EXT2__ macro. */ /* ISOIEC TS 18661-1:2014 defines the __STDC_WANT_IEC_60559_BFP_EXT__ macro. */ /* ISOIEC TS 18661-4:2015 defines the __STDC_WANT_IEC_60559_FUNCS_EXT__ macro. */ /* ISOIEC TS 18661-3:2015 defines the __STDC_WANT_IEC_60559_TYPES_EXT__ macro. */ /* Get size_t and NULL from <stddef.h>. */ /* Copyright (C) 1989-2018 Free Software Foundation, Inc. This file is part of GCC. GCC is free software; you can redistribute it andor modify it under the terms of the GNU General Public License as published by the Free Software Foundation; either version 3, or (at your option) any later version. GCC is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. Under Section 7 of GPL version 3, you are granted additional permissions described in the GCC Runtime Library Exception, version 3.1, as published by the Free Software Foundation. You should have received a copy of the GNU General Public License and a copy of the GCC Runtime Library Exception along with this program; see the files COPYING3 and COPYING.RUNTIME respectively. If not, see <http:www.gnu.org/licenses/>. */ /* ISO C Standard: 7.17 Common definitions <stddef.h> */ /* Any one of these symbols __need_ means that GNU libc wants us just to define one data type. So don't define the symbols that indicate this file's entire job has been done. */ /* This avoids lossage on SunOS but only if stdtypes.h comes first. There's no way to win with the other order! Sun lossage. */ /* On 4.3bsd-net2, make sure ansi.h is included, so we have one less case to deal with in the following. */ /* On FreeBSD 5, machineansi.h does not exist anymore... */ /* In 4.3bsd-net2, machineansi.h defines these symbols, which are defined if the corresponding type is *not* defined. FreeBSD-2.1 defines _MACHINE_ANSI_H_ instead of _ANSI_H_. NetBSD defines _I386_ANSI_H_ and _X86_64_ANSI_H_ instead of _ANSI_H_ */ /* Sequent's header files use _PTRDIFF_T_ in some conflicting way. Just ignore it. */ /* On VxWorks, <typevxTypesBase.h> may have defined macros like _TYPE_size_t which will typedef size_t. fixincludes patched the vxTypesBase.h so that this macro is only defined if _GCC_SIZE_T is not defined, and so that defining this macro defines _GCC_SIZE_T. If we find that the macros are still defined at this point, we must invoke them so that the type is defined as expected. */ /* In case nobody has defined these types, but we aren't running under GCC 2.00, make sure that __PTRDIFF_TYPE__, __SIZE_TYPE__, and __WCHAR_TYPE__ have reasonable values. This can happen if the parts of GCC is compiled by an older compiler, that actually include gstddef.h, such as collect2. */ /* Signed type of difference of two pointers. */ /* Define this type if we are doing the whole job, or if we want this type in particular. */ /* Unsigned type of `sizeof' something. */ /* Define this type if we are doing the whole job, or if we want this type in particular. */ /* Wide character type. Locale-writers should change this as necessary to be big enough to hold unique values not between 0 and 127, and not (wchar_t) -1, for each defined multibyte character. */ /* Define this type if we are doing the whole job, or if we want this type in particular. */ /* In 4.3bsd-net2, leave these undefined to indicate that size_t, etc. are already defined. */ /* BSDOS 3.1 and FreeBSD [23].x require the MACHINE_ANSI_H check here. */ /* NetBSD 5 requires the I386_ANSI_H and X86_64_ANSI_H checks here. */ /* A null pointer constant. */ /* Tell the caller that we provide correct C++ prototypes. */ /* Copy N bytes of SRC to DEST. */ extern void *memcpy(void * __dest, const void * __src, size_t __n); /* Copy N bytes of SRC to DEST, guaranteeing correct behavior for overlapping strings. */ extern void *memmove(void * __dest, const void * __src, size_t __n); /* Copy no more than N bytes of SRC to DEST, stopping when C is found. Return the position in DEST one byte past where C was copied, or NULL if C was not found in the first N bytes of SRC. */ extern void *memccpy(void * __dest, const void * __src, int __c, size_t __n); /* Set N bytes of S to C. */ extern void *memset(void * __s, int __c, size_t __n); /* Compare N bytes of S1 and S2. */ extern int memcmp(const void * __s1, const void * __s2, size_t __n); /* Search N bytes of S for C. */ extern void *memchr(const void * __s, int __c, size_t __n); /* Copy SRC to DEST. */ extern char *strcpy(char * __dest, const char * __src); /* Copy no more than N characters of SRC to DEST. */ extern char *strncpy(char * __dest, const char * __src, size_t __n); /* Append SRC onto DEST. */ extern char *strcat(char * __dest, const char * __src); /* Append no more than N characters from SRC onto DEST. */ extern char *strncat(char * __dest, const char * __src, size_t __n); /* Compare S1 and S2. */ extern int strcmp(const char * __s1, const char * __s2); /* Compare N characters of S1 and S2. */ extern int strncmp(const char * __s1, const char * __s2, size_t __n); /* Compare the collated forms of S1 and S2. */ extern int strcoll(const char * __s1, const char * __s2); /* Put a transformation of SRC into no more than N bytes of DEST. */ extern size_t strxfrm(char * __dest, const char * __src, size_t __n); /* POSIX.1-2008 extended locale interface (see locale.h). */ /* Definition of locale_t. Copyright (C) 2017-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Definition of struct __locale_struct and __locale_t. Copyright (C) 1997-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. Contributed by Ulrich Drepper <drepper@cygnus.com>, 1997. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* POSIX.1-2008: the locale_t type, representing a locale context (implementation-namespace version). This type should be treated as opaque by applications; some details are exposed for the sake of efficiency in e.g. ctype functions. */ struct __locale_struct { /* Note: LC_ALL is not a valid index into this array. */ struct __locale_data * __locales[13]; /* 13 = __LC_LAST. */ /* To increase the speed of this solution we add some special members. */ const unsigned short int * __ctype_b; const int * __ctype_tolower; const int * __ctype_toupper; /* Note: LC_ALL is not a valid index into this array. */ const char * __names[13]; }; struct __locale_data; typedef struct __locale_struct * __locale_t; typedef __locale_t locale_t; /* Compare the collated forms of S1 and S2, using sorting rules from L. */ extern int strcoll_l(const char * __s1, const char * __s2, locale_t __l); /* Put a transformation of SRC into no more than N bytes of DEST, using sorting rules from L. */ extern size_t strxfrm_l(char * __dest, const char * __src, size_t __n, locale_t __l); /* Duplicate S, returning an identical malloc'd string. */ extern char *strdup(const char * __s); /* Return a malloc'd copy of at most N bytes of STRING. The resultant string is terminated even if no null terminator appears before STRING[N]. */ extern char *strndup(const char * __string, size_t __n); /* Find the first occurrence of C in S. */ extern char *strchr(const char * __s, int __c); /* Find the last occurrence of C in S. */ extern char *strrchr(const char * __s, int __c); /* Return the length of the initial segment of S which consists entirely of characters not in REJECT. */ extern size_t strcspn(const char * __s, const char * __reject); /* Return the length of the initial segment of S which consists entirely of characters in ACCEPT. */ extern size_t strspn(const char * __s, const char * __accept); /* Find the first occurrence in S of any character in ACCEPT. */ extern char *strpbrk(const char * __s, const char * __accept); /* Find the first occurrence of NEEDLE in HAYSTACK. */ extern char *strstr(const char * __haystack, const char * __needle); /* Divide S into tokens separated by characters in DELIM. */ extern char *strtok(char * __s, const char * __delim); /* Divide S into tokens separated by characters in DELIM. Information passed between calls are stored in SAVE_PTR. */ extern char *__strtok_r(char * __s, const char * __delim, char * * __save_ptr); extern char *strtok_r(char * __s, const char * __delim, char * * __save_ptr); /* Return the length of S. */ extern size_t strlen(const char * __s); /* Find the length of STRING, but scan at most MAXLEN characters. If no '\0' terminator is found in that many characters, return MAXLEN. */ extern size_t strnlen(const char * __string, size_t __maxlen); /* Return a string describing the meaning of the `errno' code in ERRNUM. */ extern char *strerror(int __errnum); /* Reentrant version of `strerror'. There are 2 flavors of `strerror_r', GNU which returns the string and may or may not use the supplied temporary buffer and POSIX one which fills the string into the buffer. To use the POSIX version, -D_XOPEN_SOURCE=600 or -D_POSIX_C_SOURCE=200112L without -D_GNU_SOURCE is needed, otherwise the GNU version is preferred. */ /* Fill BUF with a string describing the meaning of the `errno' code in ERRNUM. */ extern int strerror_r(int __errnum, char * __buf, size_t __buflen); /* Translate error number to string according to the locale L. */ extern char *strerror_l(int __errnum, locale_t __l); /* Copyright (C) 1991-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Copyright (C) 1991-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Copyright (C) 1989-2018 Free Software Foundation, Inc. This file is part of GCC. GCC is free software; you can redistribute it andor modify it under the terms of the GNU General Public License as published by the Free Software Foundation; either version 3, or (at your option) any later version. GCC is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. Under Section 7 of GPL version 3, you are granted additional permissions described in the GCC Runtime Library Exception, version 3.1, as published by the Free Software Foundation. You should have received a copy of the GNU General Public License and a copy of the GCC Runtime Library Exception along with this program; see the files COPYING3 and COPYING.RUNTIME respectively. If not, see <http:www.gnu.org/licenses/>. */ /* ISO C Standard: 7.17 Common definitions <stddef.h> */ /* Any one of these symbols __need_ means that GNU libc wants us just to define one data type. So don't define the symbols that indicate this file's entire job has been done. */ /* This avoids lossage on SunOS but only if stdtypes.h comes first. There's no way to win with the other order! Sun lossage. */ /* On 4.3bsd-net2, make sure ansi.h is included, so we have one less case to deal with in the following. */ /* On FreeBSD 5, machineansi.h does not exist anymore... */ /* In 4.3bsd-net2, machineansi.h defines these symbols, which are defined if the corresponding type is *not* defined. FreeBSD-2.1 defines _MACHINE_ANSI_H_ instead of _ANSI_H_. NetBSD defines _I386_ANSI_H_ and _X86_64_ANSI_H_ instead of _ANSI_H_ */ /* Sequent's header files use _PTRDIFF_T_ in some conflicting way. Just ignore it. */ /* On VxWorks, <typevxTypesBase.h> may have defined macros like _TYPE_size_t which will typedef size_t. fixincludes patched the vxTypesBase.h so that this macro is only defined if _GCC_SIZE_T is not defined, and so that defining this macro defines _GCC_SIZE_T. If we find that the macros are still defined at this point, we must invoke them so that the type is defined as expected. */ /* In case nobody has defined these types, but we aren't running under GCC 2.00, make sure that __PTRDIFF_TYPE__, __SIZE_TYPE__, and __WCHAR_TYPE__ have reasonable values. This can happen if the parts of GCC is compiled by an older compiler, that actually include gstddef.h, such as collect2. */ /* Signed type of difference of two pointers. */ /* Define this type if we are doing the whole job, or if we want this type in particular. */ /* Unsigned type of `sizeof' something. */ /* Define this type if we are doing the whole job, or if we want this type in particular. */ /* Wide character type. Locale-writers should change this as necessary to be big enough to hold unique values not between 0 and 127, and not (wchar_t) -1, for each defined multibyte character. */ /* Define this type if we are doing the whole job, or if we want this type in particular. */ /* In 4.3bsd-net2, leave these undefined to indicate that size_t, etc. are already defined. */ /* BSDOS 3.1 and FreeBSD [23].x require the MACHINE_ANSI_H check here. */ /* NetBSD 5 requires the I386_ANSI_H and X86_64_ANSI_H checks here. */ /* A null pointer constant. */ /* Tell the caller that we provide correct C++ prototypes. */ /* Compare N bytes of S1 and S2 (same as memcmp). */ extern int bcmp(const void * __s1, const void * __s2, size_t __n); /* Copy N bytes of SRC to DEST (like memmove, but args reversed). */ extern void bcopy(const void * __src, void * __dest, size_t __n); /* Set N bytes of S to 0. */ extern void bzero(void * __s, size_t __n); /* Find the first occurrence of C in S (same as strchr). */ extern char *index(const char * __s, int __c); /* Find the last occurrence of C in S (same as strrchr). */ extern char *rindex(const char * __s, int __c); /* Return the position of the first bit set in I, or 0 if none are set. The least-significant bit is position 1, the most-significant 32. */ extern int ffs(int __i); /* The following two functions are non-standard but necessary for non-32 bit platforms. */ extern int ffsl(long int __l); extern int ffsll(long long int __ll); /* Compare S1 and S2, ignoring case. */ extern int strcasecmp(const char * __s1, const char * __s2); /* Compare no more than N chars of S1 and S2, ignoring case. */ extern int strncasecmp(const char * __s1, const char * __s2, size_t __n); /* POSIX.1-2008 extended locale interface (see locale.h). */ /* Definition of locale_t. Copyright (C) 2017-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* Compare S1 and S2, ignoring case, using collation rules from LOC. */ extern int strcasecmp_l(const char * __s1, const char * __s2, locale_t __loc); /* Compare no more than N chars of S1 and S2, ignoring case, using collation rules from LOC. */ extern int strncasecmp_l(const char * __s1, const char * __s2, size_t __n, locale_t __loc); /* Set N bytes of S to 0. The compiler will not delete a call to this function, even if S is dead after the call. */ extern void explicit_bzero(void * __s, size_t __n); /* Return the next DELIM-delimited token fromSTRINGP, terminating it with a '\0', and update *STRINGP to point past it. */ extern char *strsep(char * * __stringp, const char * __delim); /* Return a string describing the meaning of the signal number in SIG. */ extern char *strsignal(int __sig); /* Copy SRC to DEST, returning the address of the terminating '\0' in DEST. */ extern char *__stpcpy(char * __dest, const char * __src); extern char *stpcpy(char * __dest, const char * __src); /* Copy no more than N characters of SRC to DEST, returning the address of the last character written into DEST. */ extern char *__stpncpy(char * __dest, const char * __src, size_t __n); extern char *stpncpy(char * __dest, const char * __src, size_t __n); /* Copyright (C) 1991-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* ISO C99 Standard: 7.5 Errors <errno.h> */ /* Copyright (C) 1991-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* The system-specific definitions of the E constants, as macros. */ /* Error constants. Linux specific version. Copyright (C) 1996-2018 Free Software Foundation, Inc. This file is part of the GNU C Library. The GNU C Library is free software; you can redistribute it andor modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. The GNU C Library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with the GNU C Library; if not, see <http:www.gnu.org/licenses/>. */ /* SPDX-License-Identifier: GPL-2.0 WITH Linux-syscall-note */ /* SPDX-License-Identifier: GPL-2.0 WITH Linux-syscall-note */ /* This error code is special: arch syscall entry code will return * -ENOSYS if users try to call a syscall that doesn't exist. To keep * failures of syscalls that really do exist distinguishable from * failures due to attempts to use a nonexistent syscall, syscall * implementations should refrain from returning -ENOSYS. */ /* for robust mutexes */ /* Older Linux headers do not define these constants. */ /* When included from assembly language, this header only provides the E constants. */ /* The error code set by various library functions. */ extern int *__errno_location(void ); struct named_avilib_c_18166 { unsigned long key; unsigned long pos; unsigned long len; }; typedef struct named_avilib_c_18166 video_index_entry; struct named_avilib_c_18196 { unsigned long pos; unsigned long len; unsigned long tot; }; typedef struct named_avilib_c_18196 audio_index_entry; struct track_s { long a_fmt; /* Audio format, see #defines below */ long a_chans; /* Audio channels, 0 for no audio */ long a_rate; /* Rate in Hz */ long a_bits; /* bits per audio sample */ long mp3rate; /* mp3 bitrate kbs*/ long audio_strn; /* Audio stream number */ long audio_bytes; /* Total number of bytes of audio data */ long audio_chunks; /* Chunks of audio data in the file */ char audio_tag[4]; /* Tag of audio data */ long audio_posc; /* Audio position: chunk */ long audio_posb; /* Audio position: byte within chunk */ long a_codech_off; /* absolut offset of audio codec information */ long a_codecf_off; /* absolut offset of audio codec information */ audio_index_entry * audio_index; }; typedef struct track_s track_t; struct named_avilib_c_18311 { long fdes; /* File descriptor of AVI file */ long mode; /* 0 for reading, 1 for writing */ long width; /* Width of a video frame */ long height; /* Height of a video frame */ double fps; /* Frames per second */ char compressor[8]; /* Type of compressor, 4 bytes + padding for 0 byte */ char compressor2[8]; /* Type of compressor, 4 bytes + padding for 0 byte */ long video_strn; /* Video stream number */ long video_frames; /* Number of video frames */ char video_tag[4]; /* Tag of video data */ long video_pos; /* Number of next frame to be read (if index present) */ unsigned long max_len; /* maximum video chunk present */ track_t track[8]; // up to AVI_MAX_TRACKS audio tracks supported unsigned long pos; /* position in file */ long n_idx; /* number of index entries actually filled */ long max_idx; /* number of index entries actually allocated */ long v_codech_off; /* absolut offset of video codec (strh) info */ long v_codecf_off; /* absolut offset of video codec (strf) info */ unsigned char (* idx)[16]; /* index entries (AVI idx1 tag) */ video_index_entry * video_index; unsigned long last_pos; /* Position of last frame written */ unsigned long last_len; /* Length of last frame written */ int must_use_index; /* Flag if frames are duplicated */ unsigned long movi_start; int anum; // total number of audio tracks int aptr; }; /* current audio working track */ typedef struct named_avilib_c_18311 avi_t; /* The error codes delivered by avi_open_input_file */ /* Possible Audio formats */ avi_t *AVI_open_output_file(char * filename); void AVI_set_video(avi_t * AVI, int width, int height, double fps, char * compressor); void AVI_set_audio(avi_t * AVI, int channels, long rate, int bits, int format, long mp3rate); int AVI_write_frame(avi_t * AVI, char * data, long bytes, int keyframe); int AVI_dup_frame(avi_t * AVI); int AVI_write_audio(avi_t * AVI, char * data, long bytes); int AVI_append_audio(avi_t * AVI, char * data, long bytes); long AVI_bytes_remain(avi_t * AVI); int AVI_close(avi_t * AVI); long AVI_bytes_written(avi_t * AVI); avi_t *AVI_open_input_file(char * filename, int getIndex); avi_t *AVI_open_fd(int fd, int getIndex); int avi_parse_input_file(avi_t * AVI, int getIndex); long AVI_audio_mp3rate(avi_t * AVI); long AVI_video_frames(avi_t * AVI); int AVI_video_width(avi_t * AVI); int AVI_video_height(avi_t * AVI); double AVI_frame_rate(avi_t * AVI); char *AVI_video_compressor(avi_t * AVI); int AVI_audio_channels(avi_t * AVI); int AVI_audio_bits(avi_t * AVI); int AVI_audio_format(avi_t * AVI); long AVI_audio_rate(avi_t * AVI); long AVI_audio_bytes(avi_t * AVI); long AVI_audio_chunks(avi_t * AVI); long AVI_max_video_chunk(avi_t * AVI); long AVI_frame_size(avi_t * AVI, long frame); long AVI_audio_size(avi_t * AVI, long frame); int AVI_seek_start(avi_t * AVI); int AVI_set_video_position(avi_t * AVI, long frame); long AVI_get_video_position(avi_t * AVI, long frame); long AVI_read_frame(avi_t * AVI, char * vidbuf, int * keyframe); int AVI_set_audio_position(avi_t * AVI, long byte); int AVI_set_audio_bitrate(avi_t * AVI, long bitrate); long AVI_read_audio(avi_t * AVI, char * audbuf, long bytes); long AVI_audio_codech_offset(avi_t * AVI); long AVI_audio_codecf_offset(avi_t * AVI); long AVI_video_codech_offset(avi_t * AVI); long AVI_video_codecf_offset(avi_t * AVI); int AVI_read_data(avi_t * AVI, char * vidbuf, long max_vidbuf, char * audbuf, long max_audbuf, long * len); void AVI_print_error(char * str); char *AVI_strerror(); char *AVI_syserror(); int AVI_scan(char * name); int AVI_dump(char * name, int mode); char *AVI_codec2str(short cc); int AVI_file_check(char * import_file); void AVI_info(avi_t * avifile); uint64_t AVI_max_size(); int avi_update_header(avi_t * AVI); int AVI_set_audio_track(avi_t * AVI, int track); int AVI_get_audio_track(avi_t * AVI); int AVI_audio_tracks(avi_t * AVI); struct riff_struct { unsigned char id[4]; /* RIFF */ unsigned long len; unsigned char wave_id[4]; }; /* WAVE */ struct chunk_struct { unsigned char id[4]; unsigned long len; }; struct common_struct { unsigned short wFormatTag; unsigned short wChannels; unsigned long dwSamplesPerSec; unsigned long dwAvgBytesPerSec; unsigned short wBlockAlign; unsigned short wBitsPerSample; }; /* Only for PCM */ struct wave_header { struct riff_struct riff; struct chunk_struct format; struct common_struct common; struct chunk_struct data; }; struct chunk_struct; struct AVIStreamHeader { long fccType; long fccHandler; long dwFlags; long dwPriority; long dwInitialFrames; long dwScale; long dwRate; long dwStart; long dwLength; long dwSuggestedBufferSize; long dwQuality; long dwSampleSize; }; /* #include <time.h> */ /* The following variable indicates the kind of error */ long AVI_errno; static char id_str[64]; /* win32 wants a binary flag to open(); this sets it to null on platforms that don't have it. */ /* * * * Utilities for writing an AVI File * * * */ static size_t avi_read(int fd, char * buf, size_t len) { size_t n = 0; size_t r = 0; while (r<len) { n=read(fd, buf+r, len-r); if (n<=0) { return r; } r+=n; } return r; } static size_t avi_write(int fd, char * buf, size_t len) { size_t n = 0; size_t r = 0; while (r<len) { n=write(fd, buf+r, len-r); if (n<0) { return n; } r+=n; } return r; } /* HEADERBYTES: The number of bytes to reserve for the header */ /* AVI_MAX_LEN: The maximum length of an AVI file, we stay a bit below the 2GB limit (Remember: 210^9 is smaller than 2 GB) */ /* Copy n into dst as a 4 byte, little endian number. Should also work on big endian machines */ static void long2str(unsigned char * dst, int n) { dst[0]=(n&255); dst[1]=((n>>8)&255); dst[2]=((n>>16)&255); dst[3]=((n>>24)&255); return ; } /* Convert a string of 4 or 2 bytes to a number, also working on big endian machines */ static unsigned long str2ulong(unsigned char * str) { unsigned long _ret_val_0; _ret_val_0=(((str[0]|(str[1]<<8))|(str[2]<<16))|(str[3]<<24)); return _ret_val_0; } static unsigned long str2ushort(unsigned char * str) { unsigned long _ret_val_0; _ret_val_0=(str[0]|(str[1]<<8)); return _ret_val_0; } /* Calculate audio sample size from number of bits and number of channels. This may have to be adjusted for eg. 12 bits and stereo */ static int avi_sampsize(avi_t * AVI, int j) { int s; s=(((AVI->track[j].a_bits+7)/8)*AVI->track[j].a_chans); /* if(s==0) s=1; avoid possible zero divisions */ if (s<4) { s=4; } /* avoid possible zero divisions */ return s; } /* Add a chunk (=tag and data) to the AVI file, returns -1 on write error, 0 on success */ static int avi_add_chunk(avi_t * AVI, unsigned char * tag, unsigned char * data, int length) { unsigned char c[8]; /* Copy tag and length int c, so that we need only 1 write system call for these two values */ int _ret_val_0; memcpy(c, tag, 4); long2str(c+4, length); /* Output tag, length and data, restore previous position if the write fails */ length=((length+1)&( ~ 1)); if ((avi_write(AVI->fdes, (char * )c, 8)!=8)||(avi_write(AVI->fdes, (char * )data, length)!=length)) { lseek(AVI->fdes, AVI->pos, 0); AVI_errno=4; _ret_val_0=( - 1); return _ret_val_0; } /* Update file position */ AVI->pos+=(8+length); /* fprintf(stderr, "pos=%lu %s\n", AVI->pos, tag); */ _ret_val_0=0; return _ret_val_0; } static int avi_add_index_entry(avi_t * AVI, unsigned char * tag, long flags, unsigned long pos, unsigned long len) { void * ptr; int _ret_val_0; if (AVI->n_idx>=AVI->max_idx) { ptr=realloc((void * )AVI->idx, (AVI->max_idx+4096)*16); if (ptr==0) { AVI_errno=8; _ret_val_0=( - 1); return _ret_val_0; } AVI->max_idx+=4096; AVI->idx=((unsigned char ((* )[16]))ptr); } /* Add index entry */ /* fprintf(stderr, "INDEX %s %ld %lu %lu\n", tag, flags, pos, len); */ memcpy(AVI->idx[AVI->n_idx], tag, 4); long2str(AVI->idx[AVI->n_idx]+4, flags); long2str(AVI->idx[AVI->n_idx]+8, pos); long2str(AVI->idx[AVI->n_idx]+12, len); /* Update counter */ AVI->n_idx ++ ; if (len>AVI->max_len) { AVI->max_len=len; } _ret_val_0=0; return _ret_val_0; } /* AVI_open_output_file: Open an AVI File and write a bunch of zero bytes as space for the header. returns a pointer to avi_t on success, a zero pointer on error */ avi_t *AVI_open_output_file(char * filename) { avi_t * AVI; int i; int mask = 0; unsigned char AVI_header[2048]; /* Allocate the avi_t struct and zero it */ avi_t * _ret_val_0; AVI=((avi_t * )malloc(sizeof (avi_t))); if (AVI==0) { AVI_errno=8; _ret_val_0=0; return _ret_val_0; } memset((void * )AVI, 0, sizeof (avi_t)); /* Since Linux needs a long time when deleting big files, we do not truncate the file when we open it. Instead it is truncated when the AVI file is closed */ /* mask = umask (0); umask (mask); */ AVI->fdes=open(filename, (2|64)|0, 420&( ~ mask)); if (AVI->fdes<0) { AVI_errno=2; free(AVI); _ret_val_0=0; return _ret_val_0; } /* Write out HEADERBYTES bytes, the header will go here when we are finished with writing */ #pragma loop name AVI_open_output_file#0 #pragma cetus parallel #pragma omp parallel for for (i=0; i<2048; i ++ ) { AVI_header[i]=0; } i=avi_write(AVI->fdes, (char * )AVI_header, 2048); if (i!=2048) { close(AVI->fdes); AVI_errno=4; free(AVI); _ret_val_0=0; return _ret_val_0; } AVI->pos=2048; AVI->mode=0; /* open for writing */ /* init */ AVI->anum=0; AVI->aptr=0; return AVI; } void AVI_set_video(avi_t * AVI, int width, int height, double fps, char * compressor) { /* may only be called if file is open for writing */ if (AVI->mode==1) { return ; } AVI->width=width; AVI->height=height; AVI->fps=fps; if (strncmp(compressor, "RGB", 3)==0) { memset(AVI->compressor, 0, 4); } else { memcpy(AVI->compressor, compressor, 4); } AVI->compressor[4]=0; avi_update_header(AVI); return ; } void AVI_set_audio(avi_t * AVI, int channels, long rate, int bits, int format, long mp3rate) { /* may only be called if file is open for writing */ if (AVI->mode==1) { return ; } /* inc audio tracks */ AVI->aptr=AVI->anum; ++ AVI->anum; if (AVI->anum>8) { fprintf(stderr, "error - only %d audio tracks supported\n", 8); exit(1); } AVI->track[AVI->aptr].a_chans=channels; AVI->track[AVI->aptr].a_rate=rate; AVI->track[AVI->aptr].a_bits=bits; AVI->track[AVI->aptr].a_fmt=format; AVI->track[AVI->aptr].mp3rate=mp3rate; avi_update_header(AVI); return ; } /* ThOe write preliminary AVI file header: 0 frames, max vidaud size */ int avi_update_header(avi_t * AVI) { int njunk, sampsize, hasIndex, ms_per_frame, frate, flag; int movi_len, hdrl_start, strl_start, j; unsigned char AVI_header[2048]; long nhb; /* assume max size */ int _ret_val_0; movi_len=((((((2147483647*2)+1)-((1<<20)*16))-2048)-2048)+4); /* assume index will be written */ hasIndex=1; if (AVI->fps<0.001) { frate=0; ms_per_frame=0; } else { frate=((int)((1000000*AVI->fps)+0.5)); ms_per_frame=((int)((1000000/AVI->fps)+0.5)); } /* Prepare the file header */ nhb=0; /* The RIFF header */ memcpy(AVI_header+nhb, "RIFF", 4); nhb+=4; if (nhb<=(2048-4)) { long2str(AVI_header+nhb, movi_len); } nhb+=4; /* assume max size */ if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "AVI ", 4); } nhb+=4; /* Start the header list */ if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "LIST", 4); } nhb+=4; if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* Length of list in bytes, don't know yet */ hdrl_start=nhb; /* Store start position */ if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "hdrl", 4); } nhb+=4; /* The main AVI header */ /* The Flags in AVI File header */ if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "avih", 4); } nhb+=4; if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 56); } nhb+=4; /* # of bytes to follow */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, ms_per_frame); } nhb+=4; /* Microseconds per frame */ /* ThOe ->0 */ /* OUTLONG(10000000); MaxBytesPerSec, I hope this will never be used */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* PaddingGranularity (whatever that might be) */ /* Other sources call it 'reserved' */ flag=256; if (hasIndex) { flag|=16; } if (hasIndex&&AVI->must_use_index) { flag|=32; } if (nhb<=(2048-4)) { long2str(AVI_header+nhb, flag); } nhb+=4; /* Flags */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* no frames yet */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* InitialFrames */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, AVI->anum+1); } nhb+=4; if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* SuggestedBufferSize */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, AVI->width); } nhb+=4; /* Width */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, AVI->height); } nhb+=4; /* Height */ /* MS calls the following 'reserved': */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* TimeScale: Unit used to measure time */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* DataRate: Data rate of playback */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* StartTime: Starting time of AVI data */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* DataLength: Size of AVI data chunk */ /* Start the video stream list ---------------------------------- */ if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "LIST", 4); } nhb+=4; if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* Length of list in bytes, don't know yet */ strl_start=nhb; /* Store start position */ if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "strl", 4); } nhb+=4; /* The video stream header */ if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "strh", 4); } nhb+=4; if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 56); } nhb+=4; /* # of bytes to follow */ if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "vids", 4); } nhb+=4; /* Type */ if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, AVI->compressor, 4); } nhb+=4; /* Handler */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* Flags */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* Reserved, MS says: wPriority, wLanguage */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* InitialFrames */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 1000000); } nhb+=4; /* Scale */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, frate); } nhb+=4; /* Rate: RateScale == samples/second */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* Start */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* no frames yet */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* SuggestedBufferSize */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, - 1); } nhb+=4; /* Quality */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* SampleSize */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* Frame */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* Frame */ /* OUTLONG(0); Frame */ /* OUTLONG(0); Frame */ /* The video stream format */ if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "strf", 4); } nhb+=4; if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 40); } nhb+=4; /* # of bytes to follow */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 40); } nhb+=4; /* Size */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, AVI->width); } nhb+=4; /* Width */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, AVI->height); } nhb+=4; /* Height */ if (nhb<=(2048-2)) { AVI_header[nhb]=(1&255); AVI_header[nhb+1]=((1>>8)&255); } nhb+=2; if (nhb<=(2048-2)) { AVI_header[nhb]=(24&255); AVI_header[nhb+1]=((24>>8)&255); } nhb+=2; /* Planes, Count */ if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, AVI->compressor, 4); } nhb+=4; /* Compression */ /* ThOe (3) */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, (AVI->width*AVI->height)*3); } nhb+=4; /* SizeImage (in bytes?) */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* XPelsPerMeter */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* YPelsPerMeter */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* ClrUsed: Number of colors used */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* ClrImportant: Number of colors important */ /* Finish stream list, i.e. put number of bytes in the list to proper pos */ long2str((AVI_header+strl_start)-4, nhb-strl_start); /* Start the audio stream list ---------------------------------- */ #pragma loop name avi_update_header#0 for (j=0; j<AVI->anum; ++ j) { sampsize=avi_sampsize(AVI, j); if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "LIST", 4); } nhb+=4; if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* Length of list in bytes, don't know yet */ strl_start=nhb; /* Store start position */ if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "strl", 4); } nhb+=4; /* The audio stream header */ if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "strh", 4); } nhb+=4; if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 56); } nhb+=4; /* # of bytes to follow */ if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "auds", 4); } nhb+=4; /* ----------- */ /* ThOe */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* Format (Optionally) */ /* ----------- */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* Flags */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* Reserved, MS says: wPriority, wLanguage */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* InitialFrames */ /* ThOe4 */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, sampsize/4); } nhb+=4; /* Scale */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, (1000*AVI->track[j].mp3rate)/8); } nhb+=4; if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* Start */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, (4*AVI->track[j].audio_bytes)/sampsize); } nhb+=4; /* Length */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* SuggestedBufferSize */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, - 1); } nhb+=4; /* Quality */ /* ThOe4 */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, sampsize/4); } nhb+=4; /* SampleSize */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* Frame */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* Frame */ /* OUTLONG(0); Frame */ /* OUTLONG(0); Frame */ /* The audio stream format */ if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "strf", 4); } nhb+=4; if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 16); } nhb+=4; /* # of bytes to follow */ if (nhb<=(2048-2)) { AVI_header[nhb]=(AVI->track[j].a_fmt&255); AVI_header[nhb+1]=((AVI->track[j].a_fmt>>8)&255); } nhb+=2; /* Format */ if (nhb<=(2048-2)) { AVI_header[nhb]=(AVI->track[j].a_chans&255); AVI_header[nhb+1]=((AVI->track[j].a_chans>>8)&255); } nhb+=2; /* Number of channels */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, AVI->track[j].a_rate); } nhb+=4; /* SamplesPerSec */ /* ThOe */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, (1000*AVI->track[j].mp3rate)/8); } nhb+=4; /* ThOe (4) */ if (nhb<=(2048-2)) { AVI_header[nhb]=((sampsize/4)&255); AVI_header[nhb+1]=(((sampsize/4)>>8)&255); } nhb+=2; /* BlockAlign */ if (nhb<=(2048-2)) { AVI_header[nhb]=(AVI->track[j].a_bits&255); AVI_header[nhb+1]=((AVI->track[j].a_bits>>8)&255); } nhb+=2; /* BitsPerSample */ /* Finish stream list, i.e. put number of bytes in the list to proper pos */ long2str((AVI_header+strl_start)-4, nhb-strl_start); } /* Finish header list */ long2str((AVI_header+hdrl_start)-4, nhb-hdrl_start); /* Calculate the needed amount of junk bytes, output junk */ njunk=(((2048-nhb)-8)-12); /* Safety first: if njunk <= 0, somebody has played with HEADERBYTES without knowing what (s)he did. This is a fatal error */ if (njunk<=0) { fprintf(stderr, "AVI_close_output_file: # of header bytes too small\n"); exit(1); } if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "JUNK", 4); } nhb+=4; if (nhb<=(2048-4)) { long2str(AVI_header+nhb, njunk); } nhb+=4; memset(AVI_header+nhb, 0, njunk); /* 1114/01 added id string */ if (njunk>(strlen(id_str)+8)) { sprintf(id_str, "%s-%s", "my", "0.00"); memcpy(AVI_header+nhb, id_str, strlen(id_str)); } nhb+=njunk; /* Start the movi list */ if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "LIST", 4); } nhb+=4; if (nhb<=(2048-4)) { long2str(AVI_header+nhb, movi_len); } nhb+=4; /* Length of list in bytes */ if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "movi", 4); } nhb+=4; /* Output the header, truncate the file to the number of bytes actually written, report an error if someting goes wrong */ if (((lseek(AVI->fdes, 0, 0)<0)||(avi_write(AVI->fdes, (char * )AVI_header, 2048)!=2048))||(lseek(AVI->fdes, AVI->pos, 0)<0)) { AVI_errno=6; _ret_val_0=( - 1); return _ret_val_0; } _ret_val_0=0; return _ret_val_0; } /* Write the header of an AVI file and close it. returns 0 on success, -1 on write error. */ static int avi_close_output_file(avi_t * AVI) { int ret, njunk, sampsize, hasIndex, ms_per_frame, frate, idxerror, flag; unsigned long movi_len; int hdrl_start, strl_start, j; unsigned char AVI_header[2048]; long nhb; long info_len; /* time_t calptr; */ /* Calculate length of movi list */ int _ret_val_0; movi_len=((AVI->pos-2048)+4); /* Try to ouput the index entries. This may fail e.g. if no space is left on device. We will report this as an error, but we still try to write the header correctly (so that the file still may be readable in the most cases */ idxerror=0; /* fprintf(stderr, "pos=%lu, index_len=%ld \n", AVI->pos, AVI->n_idx16); */ ret=avi_add_chunk(AVI, (unsigned char * )"idx1", (unsigned char * )((void * )AVI->idx), AVI->n_idx*16); hasIndex=(ret==0); /* fprintf(stderr, "pos=%lu, index_len=%d\n", AVI->pos, hasIndex); */ if (ret) { idxerror=1; AVI_errno=5; } /* Calculate Microseconds per frame */ if (AVI->fps<0.001) { frate=0; ms_per_frame=0; } else { frate=((int)((1000000*AVI->fps)+0.5)); ms_per_frame=((int)((1000000/AVI->fps)+0.5)); } /* Prepare the file header */ nhb=0; /* The RIFF header */ memcpy(AVI_header+nhb, "RIFF", 4); nhb+=4; if (nhb<=(2048-4)) { long2str(AVI_header+nhb, AVI->pos-8); } nhb+=4; /* # of bytes to follow */ if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "AVI ", 4); } nhb+=4; /* Start the header list */ if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "LIST", 4); } nhb+=4; if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* Length of list in bytes, don't know yet */ hdrl_start=nhb; /* Store start position */ if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "hdrl", 4); } nhb+=4; /* The main AVI header */ /* The Flags in AVI File header */ if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "avih", 4); } nhb+=4; if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 56); } nhb+=4; /* # of bytes to follow */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, ms_per_frame); } nhb+=4; /* Microseconds per frame */ /* ThOe ->0 */ /* OUTLONG(10000000); MaxBytesPerSec, I hope this will never be used */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* PaddingGranularity (whatever that might be) */ /* Other sources call it 'reserved' */ flag=256; if (hasIndex) { flag|=16; } if (hasIndex&&AVI->must_use_index) { flag|=32; } if (nhb<=(2048-4)) { long2str(AVI_header+nhb, flag); } nhb+=4; /* Flags */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, AVI->video_frames); } nhb+=4; /* TotalFrames */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* InitialFrames */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, AVI->anum+1); } nhb+=4; /* if (AVI->track[0].audio_bytes) */ /* { OUTLONG(2); } Streams */ /* else */ /* { OUTLONG(1); } Streams */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* SuggestedBufferSize */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, AVI->width); } nhb+=4; /* Width */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, AVI->height); } nhb+=4; /* Height */ /* MS calls the following 'reserved': */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* TimeScale: Unit used to measure time */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* DataRate: Data rate of playback */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* StartTime: Starting time of AVI data */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* DataLength: Size of AVI data chunk */ /* Start the video stream list ---------------------------------- */ if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "LIST", 4); } nhb+=4; if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* Length of list in bytes, don't know yet */ strl_start=nhb; /* Store start position */ if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "strl", 4); } nhb+=4; /* The video stream header */ if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "strh", 4); } nhb+=4; if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 56); } nhb+=4; /* # of bytes to follow */ if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "vids", 4); } nhb+=4; /* Type */ if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, AVI->compressor, 4); } nhb+=4; /* Handler */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* Flags */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* Reserved, MS says: wPriority, wLanguage */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* InitialFrames */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 1000000); } nhb+=4; /* Scale */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, frate); } nhb+=4; /* Rate: RateScale == samples/second */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* Start */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, AVI->video_frames); } nhb+=4; /* Length */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* SuggestedBufferSize */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, - 1); } nhb+=4; /* Quality */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* SampleSize */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* Frame */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* Frame */ /* OUTLONG(0); Frame */ /* OUTLONG(0); Frame */ /* The video stream format */ if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "strf", 4); } nhb+=4; if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 40); } nhb+=4; /* # of bytes to follow */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 40); } nhb+=4; /* Size */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, AVI->width); } nhb+=4; /* Width */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, AVI->height); } nhb+=4; /* Height */ if (nhb<=(2048-2)) { AVI_header[nhb]=(1&255); AVI_header[nhb+1]=((1>>8)&255); } nhb+=2; if (nhb<=(2048-2)) { AVI_header[nhb]=(24&255); AVI_header[nhb+1]=((24>>8)&255); } nhb+=2; /* Planes, Count */ if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, AVI->compressor, 4); } nhb+=4; /* Compression */ /* ThOe (3) */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, (AVI->width*AVI->height)*3); } nhb+=4; /* SizeImage (in bytes?) */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* XPelsPerMeter */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* YPelsPerMeter */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* ClrUsed: Number of colors used */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* ClrImportant: Number of colors important */ /* Finish stream list, i.e. put number of bytes in the list to proper pos */ long2str((AVI_header+strl_start)-4, nhb-strl_start); /* Start the audio stream list ---------------------------------- */ #pragma loop name avi_close_output_file#0 for (j=0; j<AVI->anum; ++ j) { /* if (AVI->track[j].a_chans && AVI->track[j].audio_bytes) */ sampsize=avi_sampsize(AVI, j); if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "LIST", 4); } nhb+=4; if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* Length of list in bytes, don't know yet */ strl_start=nhb; /* Store start position */ if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "strl", 4); } nhb+=4; /* The audio stream header */ if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "strh", 4); } nhb+=4; if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 56); } nhb+=4; /* # of bytes to follow */ if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "auds", 4); } nhb+=4; /* ----------- */ /* ThOe */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* Format (Optionally) */ /* ----------- */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* Flags */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* Reserved, MS says: wPriority, wLanguage */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* InitialFrames */ /* ThOe4 */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, sampsize/4); } nhb+=4; /* Scale */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, (1000*AVI->track[j].mp3rate)/8); } nhb+=4; if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* Start */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, (4*AVI->track[j].audio_bytes)/sampsize); } nhb+=4; /* Length */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* SuggestedBufferSize */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, - 1); } nhb+=4; /* Quality */ /* ThOe4 */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, sampsize/4); } nhb+=4; /* SampleSize */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* Frame */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 0); } nhb+=4; /* Frame */ /* OUTLONG(0); Frame */ /* OUTLONG(0); Frame */ /* The audio stream format */ if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "strf", 4); } nhb+=4; if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 16); } nhb+=4; /* # of bytes to follow */ if (nhb<=(2048-2)) { AVI_header[nhb]=(AVI->track[j].a_fmt&255); AVI_header[nhb+1]=((AVI->track[j].a_fmt>>8)&255); } nhb+=2; /* Format */ if (nhb<=(2048-2)) { AVI_header[nhb]=(AVI->track[j].a_chans&255); AVI_header[nhb+1]=((AVI->track[j].a_chans>>8)&255); } nhb+=2; /* Number of channels */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, AVI->track[j].a_rate); } nhb+=4; /* SamplesPerSec */ /* ThOe */ if (nhb<=(2048-4)) { long2str(AVI_header+nhb, (1000*AVI->track[j].mp3rate)/8); } nhb+=4; /* ThOe (4) */ if (nhb<=(2048-2)) { AVI_header[nhb]=((sampsize/4)&255); AVI_header[nhb+1]=(((sampsize/4)>>8)&255); } nhb+=2; /* BlockAlign */ if (nhb<=(2048-2)) { AVI_header[nhb]=(AVI->track[j].a_bits&255); AVI_header[nhb+1]=((AVI->track[j].a_bits>>8)&255); } nhb+=2; /* BitsPerSample */ /* Finish stream list, i.e. put number of bytes in the list to proper pos */ long2str((AVI_header+strl_start)-4, nhb-strl_start); } /* Finish header list */ long2str((AVI_header+hdrl_start)-4, nhb-hdrl_start); /* add INFO list --- (0.6.0pre4) */ if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "LIST", 4); } nhb+=4; /* FIXME */ info_len=(64+12); if (nhb<=(2048-4)) { long2str(AVI_header+nhb, info_len); } nhb+=4; if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "INFO", 4); } nhb+=4; /* OUT4CC ("INAM"); */ /* OUTLONG(MAX_INFO_STRLEN); */ /* sprintf(id_str, "\t"); */ /* memset(AVI_header+nhb, 0, MAX_INFO_STRLEN); */ /* memcpy(AVI_header+nhb, id_str, strlen(id_str)); */ /* nhb += MAX_INFO_STRLEN; */ if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "ISFT", 4); } nhb+=4; if (nhb<=(2048-4)) { long2str(AVI_header+nhb, 64); } nhb+=4; sprintf(id_str, "%s-%s", "my", "0.00"); memset(AVI_header+nhb, 0, 64); memcpy(AVI_header+nhb, id_str, strlen(id_str)); nhb+=64; /* OUT4CC ("ICMT"); */ /* OUTLONG(MAX_INFO_STRLEN); */ /* calptr=time(NULL); */ /* sprintf(id_str, "\t%s %s", ctime(&calptr), ""); */ /* memset(AVI_header+nhb, 0, MAX_INFO_STRLEN); */ /* memcpy(AVI_header+nhb, id_str, 25); */ /* nhb += MAX_INFO_STRLEN; */ /* ---------------------------- */ /* Calculate the needed amount of junk bytes, output junk */ njunk=(((2048-nhb)-8)-12); /* Safety first: if njunk <= 0, somebody has played with HEADERBYTES without knowing what (s)he did. This is a fatal error */ if (njunk<=0) { fprintf(stderr, "AVI_close_output_file: # of header bytes too small\n"); exit(1); } if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "JUNK", 4); } nhb+=4; if (nhb<=(2048-4)) { long2str(AVI_header+nhb, njunk); } nhb+=4; memset(AVI_header+nhb, 0, njunk); nhb+=njunk; /* Start the movi list */ if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "LIST", 4); } nhb+=4; if (nhb<=(2048-4)) { long2str(AVI_header+nhb, movi_len); } nhb+=4; /* Length of list in bytes */ if (nhb<=(2048-4)) { memcpy(AVI_header+nhb, "movi", 4); } nhb+=4; /* Output the header, truncate the file to the number of bytes actually written, report an error if someting goes wrong */ /* || ftruncate(AVI->fdes,AVI->pos)<0 */ if ((lseek(AVI->fdes, 0, 0)<0)||(avi_write(AVI->fdes, (char * )AVI_header, 2048)!=2048)) { AVI_errno=6; _ret_val_0=( - 1); return _ret_val_0; } if (idxerror) { _ret_val_0=( - 1); return _ret_val_0; } _ret_val_0=0; return _ret_val_0; } /* AVI_write_data: Add video or audio data to the file; Return values: 0 No error; -1 Error, AVI_errno is set appropriatly; */ static int avi_write_data(avi_t * AVI, char * data, unsigned long length, int audio, int keyframe) { int n; unsigned char astr[5]; /* Check for maximum file length */ int _ret_val_0; if (((((AVI->pos+8)+length)+8)+((AVI->n_idx+1)*16))>((((2147483647*2)+1)-((1<<20)*16))-2048)) { AVI_errno=1; _ret_val_0=( - 1); return _ret_val_0; } /* Add index entry */ /* set tag for current audio track */ sprintf((char * )astr, "0%1dwb", AVI->aptr+1); if (audio) { n=avi_add_index_entry(AVI, astr, 0, AVI->pos, length); } else { n=avi_add_index_entry(AVI, (unsigned char * )"00db", (keyframe ? 16 : 0), AVI->pos, length); } if (n) { _ret_val_0=( - 1); return _ret_val_0; } /* Output tag and data */ if (audio) { n=avi_add_chunk(AVI, (unsigned char * )astr, (unsigned char * )data, length); } else { n=avi_add_chunk(AVI, (unsigned char * )"00db", (unsigned char * )data, length); } if (n) { _ret_val_0=( - 1); return _ret_val_0; } _ret_val_0=0; return _ret_val_0; } int AVI_write_frame(avi_t * AVI, char * data, long bytes, int keyframe) { unsigned long pos; int _ret_val_0; if (AVI->mode==1) { AVI_errno=7; _ret_val_0=( - 1); return _ret_val_0; } pos=AVI->pos; if (avi_write_data(AVI, data, bytes, 0, keyframe)) { _ret_val_0=( - 1); return _ret_val_0; } AVI->last_pos=pos; AVI->last_len=bytes; AVI->video_frames ++ ; _ret_val_0=0; return _ret_val_0; } int AVI_dup_frame(avi_t * AVI) { int _ret_val_0; if (AVI->mode==1) { AVI_errno=7; _ret_val_0=( - 1); return _ret_val_0; } if (AVI->last_pos==0) { _ret_val_0=0; return _ret_val_0; } /* No previous real frame */ if (avi_add_index_entry(AVI, (unsigned char * )"00db", 16, AVI->last_pos, AVI->last_len)) { _ret_val_0=( - 1); return _ret_val_0; } AVI->video_frames ++ ; AVI->must_use_index=1; _ret_val_0=0; return _ret_val_0; } int AVI_write_audio(avi_t * AVI, char * data, long bytes) { int _ret_val_0; if (AVI->mode==1) { AVI_errno=7; _ret_val_0=( - 1); return _ret_val_0; } if (avi_write_data(AVI, data, bytes, 1, 0)) { _ret_val_0=( - 1); return _ret_val_0; } AVI->track[AVI->aptr].audio_bytes+=bytes; _ret_val_0=0; return _ret_val_0; } int AVI_append_audio(avi_t * AVI, char * data, long bytes) { long i, length, pos; unsigned char c[4]; int _ret_val_0; if (AVI->mode==1) { AVI_errno=7; _ret_val_0=( - 1); return _ret_val_0; } /* update last index entry: */ -- AVI->n_idx; length=str2ulong(AVI->idx[AVI->n_idx]+12); pos=str2ulong(AVI->idx[AVI->n_idx]+8); /* update; */ long2str(AVI->idx[AVI->n_idx]+12, length+bytes); ++ AVI->n_idx; AVI->track[AVI->aptr].audio_bytes+=bytes; /* update chunk header */ lseek(AVI->fdes, pos+4, 0); long2str(c, length+bytes); avi_write(AVI->fdes, (char * )c, 4); lseek(AVI->fdes, (pos+8)+length, 0); i=(((length+bytes)+1)&( ~ 1)); bytes=(i-length); avi_write(AVI->fdes, data, bytes); AVI->pos=((pos+8)+i); _ret_val_0=0; return _ret_val_0; } long AVI_bytes_remain(avi_t * AVI) { long _ret_val_0; if (AVI->mode==1) { _ret_val_0=0; return _ret_val_0; } _ret_val_0=(((((2147483647*2)+1)-((1<<20)*16))-2048)-((AVI->pos+8)+(16*AVI->n_idx))); return _ret_val_0; } long AVI_bytes_written(avi_t * AVI) { long _ret_val_0; if (AVI->mode==1) { _ret_val_0=0; return _ret_val_0; } _ret_val_0=((AVI->pos+8)+(16*AVI->n_idx)); return _ret_val_0; } int AVI_set_audio_track(avi_t * AVI, int track) { int _ret_val_0; if ((track<0)||((track+1)>AVI->anum)) { _ret_val_0=( - 1); return _ret_val_0; } /* this info is not written to file anyway */ AVI->aptr=track; _ret_val_0=0; return _ret_val_0; } int AVI_get_audio_track(avi_t * AVI) { int _ret_val_0; _ret_val_0=AVI->aptr; return _ret_val_0; } /* * * * Utilities for reading video and audio from an AVI File * * * */ int AVI_close(avi_t * AVI) { int ret; /* If the file was open for writing, the header and index still have to be written */ if (AVI->mode==0) { ret=avi_close_output_file(AVI); } else { ret=0; } /* Even if there happened an error, we first clean up */ close(AVI->fdes); if (AVI->idx) { free(AVI->idx); } if (AVI->video_index) { free(AVI->video_index); } /* FIXME */ /* if(AVI->audio_index) free(AVI->audio_index); */ free(AVI); return ret; } avi_t *AVI_open_input_file(char * filename, int getIndex) { avi_t * AVI = (void * )0; /* Create avi_t structure */ avi_t * _ret_val_0; AVI=((avi_t * )malloc(sizeof (avi_t))); if (AVI==((void * )0)) { AVI_errno=8; _ret_val_0=0; return _ret_val_0; } memset((void * )AVI, 0, sizeof (avi_t)); AVI->mode=1; /* open for reading */ /* Open the file */ AVI->fdes=open(filename, 0|0); if (AVI->fdes<0) { AVI_errno=2; free(AVI); _ret_val_0=0; return _ret_val_0; } avi_parse_input_file(AVI, getIndex); AVI->aptr=0; /* reset */ return AVI; } avi_t *AVI_open_fd(int fd, int getIndex) { avi_t * AVI = (void * )0; /* Create avi_t structure */ avi_t * _ret_val_0; AVI=((avi_t * )malloc(sizeof (avi_t))); if (AVI==((void * )0)) { AVI_errno=8; _ret_val_0=0; return _ret_val_0; } memset((void * )AVI, 0, sizeof (avi_t)); AVI->mode=1; /* open for reading */ /* file alread open */ AVI->fdes=fd; avi_parse_input_file(AVI, getIndex); AVI->aptr=0; /* reset */ return AVI; } int avi_parse_input_file(avi_t * AVI, int getIndex) { long i, n, rate, scale, idx_type; unsigned char * hdrl_data; long header_offset = 0, hdrl_len = 0; long nvi, nai[8], ioff; long tot[8]; int j; int lasttag = 0; int vids_strh_seen = 0; int vids_strf_seen = 0; int auds_strh_seen = 0; /* int auds_strf_seen = 0; */ int num_stream = 0; char data[256]; /* Read first 12 bytes and check that this is an AVI file */ int _ret_val_0; if (avi_read(AVI->fdes, data, 12)!=12) { AVI_close(AVI); AVI_errno=3; _ret_val_0=0; return _ret_val_0; } if ((strncasecmp(data, "RIFF", 4)!=0)||(strncasecmp(data+8, "AVI ", 4)!=0)) { AVI_close(AVI); AVI_errno=9; _ret_val_0=0; return _ret_val_0; } /* Go through the AVI file and extract the header list, the start position of the 'movi' list and an optionally present idx1 tag */ hdrl_data=0; while (1) { if (avi_read(AVI->fdes, data, 8)!=8) { break; } /* We assume it's EOF */ n=str2ulong(((unsigned char * )data)+4); n=((n+1)&( ~ 1)); if (strncasecmp(data, "LIST", 4)==0) { if (avi_read(AVI->fdes, data, 4)!=4) { AVI_close(AVI); AVI_errno=3; _ret_val_0=0; return _ret_val_0; } n-=4; if (strncasecmp(data, "hdrl", 4)==0) { hdrl_len=n; hdrl_data=((unsigned char * )malloc(n)); if (hdrl_data==0) { AVI_close(AVI); AVI_errno=8; _ret_val_0=0; return _ret_val_0; } ; /* offset of header */ header_offset=lseek(AVI->fdes, 0, 1); if (avi_read(AVI->fdes, (char * )hdrl_data, n)!=n) { AVI_close(AVI); AVI_errno=3; _ret_val_0=0; return _ret_val_0; } } else { if (strncasecmp(data, "movi", 4)==0) { AVI->movi_start=lseek(AVI->fdes, 0, 1); lseek(AVI->fdes, n, 1); } else { lseek(AVI->fdes, n, 1); } } } else { if (strncasecmp(data, "idx1", 4)==0) { /* n must be a multiple of 16, but the reading does not break if this is not the case */ AVI->n_idx=(AVI->max_idx=(n/16)); AVI->idx=((unsigned char ((* )[16]))malloc(n)); if (AVI->idx==0) { AVI_close(AVI); AVI_errno=8; _ret_val_0=0; return _ret_val_0; } if (avi_read(AVI->fdes, (char * )AVI->idx, n)!=n) { AVI_close(AVI); AVI_errno=3; _ret_val_0=0; return _ret_val_0; } } else { lseek(AVI->fdes, n, 1); } } } if ( ! hdrl_data) { AVI_close(AVI); AVI_errno=10; _ret_val_0=0; return _ret_val_0; } if ( ! AVI->movi_start) { AVI_close(AVI); AVI_errno=11; _ret_val_0=0; return _ret_val_0; } /* Interpret the header list */ #pragma loop name avi_parse_input_file#0 for (i=0; i<hdrl_len; ) { /* List tags are completly ignored */ if (strncasecmp(((char * )hdrl_data)+i, "LIST", 4)==0) { i+=12; continue; } n=str2ulong((hdrl_data+i)+4); n=((n+1)&( ~ 1)); /* Interpret the tag and its args */ if (strncasecmp(((char * )hdrl_data)+i, "strh", 4)==0) { i+=8; if ((strncasecmp(((char * )hdrl_data)+i, "vids", 4)==0)&&( ! vids_strh_seen)) { memcpy(AVI->compressor, (hdrl_data+i)+4, 4); AVI->compressor[4]=0; /* ThOe */ AVI->v_codech_off=((header_offset+i)+4); scale=str2ulong((((unsigned char * )hdrl_data)+i)+20); rate=str2ulong((hdrl_data+i)+24); if (scale!=0) { AVI->fps=(((double)rate)/((double)scale)); } AVI->video_frames=str2ulong((hdrl_data+i)+32); AVI->video_strn=num_stream; AVI->max_len=0; vids_strh_seen=1; lasttag=1; /* vids */ } else { if ((strncasecmp(((char * )hdrl_data)+i, "auds", 4)==0)&&( ! auds_strh_seen)) { /* inc audio tracks */ AVI->aptr=AVI->anum; ++ AVI->anum; if (AVI->anum>8) { fprintf(stderr, "error - only %d audio tracks supported\n", 8); _ret_val_0=( - 1); return _ret_val_0; } AVI->track[AVI->aptr].audio_bytes=(str2ulong((hdrl_data+i)+32)*avi_sampsize(AVI, 0)); AVI->track[AVI->aptr].audio_strn=num_stream; /* auds_strh_seen = 1; */ lasttag=2; /* auds */ /* ThOe */ AVI->track[AVI->aptr].a_codech_off=(header_offset+i); } else { lasttag=0; } } num_stream ++ ; } else { if (strncasecmp(((char * )hdrl_data)+i, "strf", 4)==0) { i+=8; if (lasttag==1) { AVI->width=str2ulong((hdrl_data+i)+4); AVI->height=str2ulong((hdrl_data+i)+8); vids_strf_seen=1; /* ThOe */ AVI->v_codecf_off=((header_offset+i)+16); memcpy(AVI->compressor2, (hdrl_data+i)+16, 4); AVI->compressor2[4]=0; } else { if (lasttag==2) { AVI->track[AVI->aptr].a_fmt=str2ushort(hdrl_data+i); /* ThOe */ AVI->track[AVI->aptr].a_codecf_off=(header_offset+i); AVI->track[AVI->aptr].a_chans=str2ushort((hdrl_data+i)+2); AVI->track[AVI->aptr].a_rate=str2ulong((hdrl_data+i)+4); /* ThOe: read mp3bitrate */ AVI->track[AVI->aptr].mp3rate=((8*str2ulong((hdrl_data+i)+8))/1000); /* :ThOe */ AVI->track[AVI->aptr].a_bits=str2ushort((hdrl_data+i)+14); /* auds_strf_seen = 1; */ } } lasttag=0; } else { i+=8; lasttag=0; } } i+=n; } free(hdrl_data); if (( ! vids_strh_seen)||( ! vids_strf_seen)) { AVI_close(AVI); AVI_errno=12; _ret_val_0=0; return _ret_val_0; } AVI->video_tag[0]=((AVI->video_strn/10)+'0'); AVI->video_tag[1]=((AVI->video_strn%10)+'0'); AVI->video_tag[2]='d'; AVI->video_tag[3]='b'; /* Audio tag is set to "99wb" if no audio present */ if ( ! AVI->track[0].a_chans) { AVI->track[0].audio_strn=99; } #pragma loop name avi_parse_input_file#1 for (j=0; j<AVI->anum; ++ j) { AVI->track[j].audio_tag[0]=(((j+1)/10)+'0'); AVI->track[j].audio_tag[1]=(((j+1)%10)+'0'); AVI->track[j].audio_tag[2]='w'; AVI->track[j].audio_tag[3]='b'; } lseek(AVI->fdes, AVI->movi_start, 0); /* get index if wanted */ if ( ! getIndex) { _ret_val_0=0; return _ret_val_0; } /* if the file has an idx1, check if this is relative to the start of the file or to the start of the movi list */ idx_type=0; if (AVI->idx) { long pos, len; /* Search the first videoframe in the idx1 and look where it is in the file */ #pragma loop name avi_parse_input_file#2 for (i=0; i<AVI->n_idx; i ++ ) { if (strncasecmp((char * )AVI->idx[i], (char * )AVI->video_tag, 3)==0) { break; } } if (i>=AVI->n_idx) { AVI_close(AVI); AVI_errno=12; _ret_val_0=0; return _ret_val_0; } pos=str2ulong(AVI->idx[i]+8); len=str2ulong(AVI->idx[i]+12); lseek(AVI->fdes, pos, 0); if (avi_read(AVI->fdes, data, 8)!=8) { AVI_close(AVI); AVI_errno=3; _ret_val_0=0; return _ret_val_0; } if ((strncasecmp((char * )data, (char * )AVI->idx[i], 4)==0)&&(str2ulong(((unsigned char * )data)+4)==len)) { idx_type=1; /* Index from start of file */ } else { lseek(AVI->fdes, (pos+AVI->movi_start)-4, 0); if (avi_read(AVI->fdes, data, 8)!=8) { AVI_close(AVI); AVI_errno=3; _ret_val_0=0; return _ret_val_0; } if ((strncasecmp((char * )data, (char * )AVI->idx[i], 4)==0)&&(str2ulong(((unsigned char * )data)+4)==len)) { idx_type=2; /* Index from start of movi list */ } } /* idx_type remains 0 if neither of the two tests above succeeds */ } if (idx_type==0) { /* we must search through the file to get the index */ lseek(AVI->fdes, AVI->movi_start, 0); AVI->n_idx=0; while (1) { if (avi_read(AVI->fdes, data, 8)!=8) { break; } n=str2ulong(((unsigned char * )data)+4); /* The movi list may contain sub-lists, ignore them */ if (strncasecmp(data, "LIST", 4)==0) { lseek(AVI->fdes, 4, 1); continue; } /* Check if we got a tag ##db, ##dc or ##wb */ if ((((data[2]=='d')||(data[2]=='D'))&&((((data[3]=='b')||(data[3]=='B'))||(data[3]=='c'))||(data[3]=='C')))||(((data[2]=='w')||(data[2]=='W'))&&((data[3]=='b')||(data[3]=='B')))) { avi_add_index_entry(AVI, (unsigned char * )data, 0, lseek(AVI->fdes, 0, 1)-8, n); } lseek(AVI->fdes, (n+1)&( ~ 1), 1); } idx_type=1; } /* Now generate the video index and audio index arrays */ nvi=0; #pragma loop name avi_parse_input_file#3 #pragma cetus parallel #pragma omp parallel for for (j=0; j<AVI->anum; ++ j) { nai[j]=0; } #pragma loop name avi_parse_input_file#4 #pragma cetus reduction(+: nai[j], nvi) for (i=0; i<AVI->n_idx; i ++ ) { if (strncasecmp((char * )AVI->idx[i], (char * )AVI->video_tag, 3)==0) { nvi ++ ; } #pragma loop name avi_parse_input_file#4#0 for (j=0; j<AVI->anum; ++ j) { if (strncasecmp((char * )AVI->idx[i], AVI->track[j].audio_tag, 4)==0) { nai[j] ++ ; } } } AVI->video_frames=nvi; #pragma loop name avi_parse_input_file#5 for (j=0; j<AVI->anum; ++ j) { AVI->track[j].audio_chunks=nai[j]; } /* fprintf(stderr, "chunks = %ld %d %s\n", AVI->track[0].audio_chunks, AVI->anum, AVI->track[0].audio_tag); */ if (AVI->video_frames==0) { AVI_close(AVI); AVI_errno=12; _ret_val_0=0; return _ret_val_0; } ; AVI->video_index=((video_index_entry * )malloc(nvi*sizeof (video_index_entry))); if (AVI->video_index==0) { AVI_close(AVI); AVI_errno=8; _ret_val_0=0; return _ret_val_0; } ; #pragma loop name avi_parse_input_file#6 for (j=0; j<AVI->anum; ++ j) { if (AVI->track[j].audio_chunks) { AVI->track[j].audio_index=((audio_index_entry * )malloc(nai[j]*sizeof (audio_index_entry))); if (AVI->track[j].audio_index==0) { AVI_close(AVI); AVI_errno=8; _ret_val_0=0; return _ret_val_0; } ; } } nvi=0; #pragma loop name avi_parse_input_file#7 #pragma cetus parallel #pragma omp parallel for for (j=0; j<AVI->anum; ++ j) { nai[j]=(tot[j]=0); } ioff=((idx_type==1) ? 8 : (AVI->movi_start+4)); #pragma loop name avi_parse_input_file#8 for (i=0; i<AVI->n_idx; i ++ ) { /* video */ if (strncasecmp((char * )AVI->idx[i], (char * )AVI->video_tag, 3)==0) { AVI->video_index[nvi].key=str2ulong(AVI->idx[i]+4); AVI->video_index[nvi].pos=(str2ulong(AVI->idx[i]+8)+ioff); AVI->video_index[nvi].len=str2ulong(AVI->idx[i]+12); nvi ++ ; } /* audio */ #pragma loop name avi_parse_input_file#8#0 for (j=0; j<AVI->anum; ++ j) { if (strncasecmp((char * )AVI->idx[i], AVI->track[j].audio_tag, 4)==0) { AVI->track[j].audio_index[nai[j]].pos=(str2ulong(AVI->idx[i]+8)+ioff); AVI->track[j].audio_index[nai[j]].len=str2ulong(AVI->idx[i]+12); AVI->track[j].audio_index[nai[j]].tot=tot[j]; tot[j]+=AVI->track[j].audio_index[nai[j]].len; nai[j] ++ ; } } } #pragma loop name avi_parse_input_file#9 for (j=0; j<AVI->anum; ++ j) { AVI->track[j].audio_bytes=tot[j]; } /* Reposition the file */ lseek(AVI->fdes, AVI->movi_start, 0); AVI->video_pos=0; _ret_val_0=0; return _ret_val_0; } long AVI_video_frames(avi_t * AVI) { long _ret_val_0; _ret_val_0=AVI->video_frames; return _ret_val_0; } int AVI_video_width(avi_t * AVI) { int _ret_val_0; _ret_val_0=AVI->width; return _ret_val_0; } int AVI_video_height(avi_t * AVI) { int _ret_val_0; _ret_val_0=AVI->height; return _ret_val_0; } double AVI_frame_rate(avi_t * AVI) { double _ret_val_0; _ret_val_0=AVI->fps; return _ret_val_0; } char *AVI_video_compressor(avi_t * AVI) { char * _ret_val_0; _ret_val_0=AVI->compressor2; return _ret_val_0; } long AVI_max_video_chunk(avi_t * AVI) { long _ret_val_0; _ret_val_0=AVI->max_len; return _ret_val_0; } int AVI_audio_tracks(avi_t * AVI) { int _ret_val_0; _ret_val_0=AVI->anum; return _ret_val_0; } int AVI_audio_channels(avi_t * AVI) { int _ret_val_0; _ret_val_0=AVI->track[AVI->aptr].a_chans; return _ret_val_0; } long AVI_audio_mp3rate(avi_t * AVI) { long _ret_val_0; _ret_val_0=AVI->track[AVI->aptr].mp3rate; return _ret_val_0; } int AVI_audio_bits(avi_t * AVI) { int _ret_val_0; _ret_val_0=AVI->track[AVI->aptr].a_bits; return _ret_val_0; } int AVI_audio_format(avi_t * AVI) { int _ret_val_0; _ret_val_0=AVI->track[AVI->aptr].a_fmt; return _ret_val_0; } long AVI_audio_rate(avi_t * AVI) { long _ret_val_0; _ret_val_0=AVI->track[AVI->aptr].a_rate; return _ret_val_0; } long AVI_audio_bytes(avi_t * AVI) { long _ret_val_0; _ret_val_0=AVI->track[AVI->aptr].audio_bytes; return _ret_val_0; } long AVI_audio_chunks(avi_t * AVI) { long _ret_val_0; _ret_val_0=AVI->track[AVI->aptr].audio_chunks; return _ret_val_0; } long AVI_audio_codech_offset(avi_t * AVI) { long _ret_val_0; _ret_val_0=AVI->track[AVI->aptr].a_codech_off; return _ret_val_0; } long AVI_audio_codecf_offset(avi_t * AVI) { long _ret_val_0; _ret_val_0=AVI->track[AVI->aptr].a_codecf_off; return _ret_val_0; } long AVI_video_codech_offset(avi_t * AVI) { long _ret_val_0; _ret_val_0=AVI->v_codech_off; return _ret_val_0; } long AVI_video_codecf_offset(avi_t * AVI) { long _ret_val_0; _ret_val_0=AVI->v_codecf_off; return _ret_val_0; } long AVI_frame_size(avi_t * AVI, long frame) { long _ret_val_0; if (AVI->mode==0) { AVI_errno=7; _ret_val_0=( - 1); return _ret_val_0; } if ( ! AVI->video_index) { AVI_errno=13; _ret_val_0=( - 1); return _ret_val_0; } if ((frame<0)||(frame>=AVI->video_frames)) { _ret_val_0=0; return _ret_val_0; } _ret_val_0=AVI->video_index[frame].len; return _ret_val_0; } long AVI_audio_size(avi_t * AVI, long frame) { long _ret_val_0; if (AVI->mode==0) { AVI_errno=7; _ret_val_0=( - 1); return _ret_val_0; } if ( ! AVI->track[AVI->aptr].audio_index) { AVI_errno=13; _ret_val_0=( - 1); return _ret_val_0; } if ((frame<0)||(frame>=AVI->track[AVI->aptr].audio_chunks)) { _ret_val_0=0; return _ret_val_0; } _ret_val_0=AVI->track[AVI->aptr].audio_index[frame].len; return _ret_val_0; } long AVI_get_video_position(avi_t * AVI, long frame) { long _ret_val_0; if (AVI->mode==0) { AVI_errno=7; _ret_val_0=( - 1); return _ret_val_0; } if ( ! AVI->video_index) { AVI_errno=13; _ret_val_0=( - 1); return _ret_val_0; } if ((frame<0)||(frame>=AVI->video_frames)) { _ret_val_0=0; return _ret_val_0; } _ret_val_0=AVI->video_index[frame].pos; return _ret_val_0; } int AVI_seek_start(avi_t * AVI) { int _ret_val_0; if (AVI->mode==0) { AVI_errno=7; _ret_val_0=( - 1); return _ret_val_0; } lseek(AVI->fdes, AVI->movi_start, 0); AVI->video_pos=0; _ret_val_0=0; return _ret_val_0; } int AVI_set_video_position(avi_t * AVI, long frame) { int _ret_val_0; if (AVI->mode==0) { AVI_errno=7; _ret_val_0=( - 1); return _ret_val_0; } if ( ! AVI->video_index) { AVI_errno=13; _ret_val_0=( - 1); return _ret_val_0; } if (frame<0) { frame=0; } AVI->video_pos=frame; _ret_val_0=0; return _ret_val_0; } int AVI_set_audio_bitrate(avi_t * AVI, long bitrate) { int _ret_val_0; if (AVI->mode==1) { AVI_errno=7; _ret_val_0=( - 1); return _ret_val_0; } AVI->track[AVI->aptr].mp3rate=bitrate; _ret_val_0=0; return _ret_val_0; } long AVI_read_frame(avi_t * AVI, char * vidbuf, int * keyframe) { long n; long _ret_val_0; if (AVI->mode==0) { AVI_errno=7; _ret_val_0=( - 1); return _ret_val_0; } if ( ! AVI->video_index) { AVI_errno=13; _ret_val_0=( - 1); return _ret_val_0; } if ((AVI->video_pos<0)||(AVI->video_pos>=AVI->video_frames)) { _ret_val_0=( - 1); return _ret_val_0; } n=AVI->video_index[AVI->video_pos].len; ( * keyframe)=((AVI->video_index[AVI->video_pos].key==16) ? 1 : 0); lseek(AVI->fdes, AVI->video_index[AVI->video_pos].pos, 0); if (avi_read(AVI->fdes, vidbuf, n)!=n) { AVI_errno=3; _ret_val_0=( - 1); return _ret_val_0; } AVI->video_pos ++ ; return n; } int AVI_set_audio_position(avi_t * AVI, long byte) { long n0, n1, n; int _ret_val_0; if (AVI->mode==0) { AVI_errno=7; _ret_val_0=( - 1); return _ret_val_0; } if ( ! AVI->track[AVI->aptr].audio_index) { AVI_errno=13; _ret_val_0=( - 1); return _ret_val_0; } if (byte<0) { byte=0; } /* Binary search in the audio chunks */ n0=0; n1=AVI->track[AVI->aptr].audio_chunks; while (n0<(n1-1)) { n=((n0+n1)/2); if (AVI->track[AVI->aptr].audio_index[n].tot>byte) { n1=n; } else { n0=n; } } AVI->track[AVI->aptr].audio_posc=n0; AVI->track[AVI->aptr].audio_posb=(byte-AVI->track[AVI->aptr].audio_index[n0].tot); _ret_val_0=0; return _ret_val_0; } long AVI_read_audio(avi_t * AVI, char * audbuf, long bytes) { long nr, pos, left, todo; long _ret_val_0; if (AVI->mode==0) { AVI_errno=7; _ret_val_0=( - 1); return _ret_val_0; } if ( ! AVI->track[AVI->aptr].audio_index) { AVI_errno=13; _ret_val_0=( - 1); return _ret_val_0; } nr=0; /* total number of bytes read */ while (bytes>0) { left=(AVI->track[AVI->aptr].audio_index[AVI->track[AVI->aptr].audio_posc].len-AVI->track[AVI->aptr].audio_posb); if (left==0) { if (AVI->track[AVI->aptr].audio_posc>=(AVI->track[AVI->aptr].audio_chunks-1)) { return nr; } AVI->track[AVI->aptr].audio_posc ++ ; AVI->track[AVI->aptr].audio_posb=0; continue; } if (bytes<left) { todo=bytes; } else { todo=left; } pos=(AVI->track[AVI->aptr].audio_index[AVI->track[AVI->aptr].audio_posc].pos+AVI->track[AVI->aptr].audio_posb); lseek(AVI->fdes, pos, 0); if (avi_read(AVI->fdes, audbuf+nr, todo)!=todo) { AVI_errno=3; _ret_val_0=( - 1); return _ret_val_0; } bytes-=todo; nr+=todo; AVI->track[AVI->aptr].audio_posb+=todo; } return nr; } /* AVI_read_data: Special routine for reading the next audio or video chunk without having an index of the file. */ int AVI_read_data(avi_t * AVI, char * vidbuf, long max_vidbuf, char * audbuf, long max_audbuf, long * len) { /* Return codes: * * 1 = video data read * 2 = audio data read * 0 = reached EOF * -1 = video buffer too small * -2 = audio buffer too small */ int n; char data[8]; int _ret_val_0; if (AVI->mode==0) { _ret_val_0=0; return _ret_val_0; } while (1) { /* Read tag and length */ if (avi_read(AVI->fdes, data, 8)!=8) { _ret_val_0=0; return _ret_val_0; } /* if we got a list tag, ignore it */ if (strncasecmp(data, "LIST", 4)==0) { lseek(AVI->fdes, 4, 1); continue; } n=((str2ulong(((unsigned char * )data)+4)+1)&( ~ 1)); if (strncasecmp(data, AVI->video_tag, 3)==0) { ( * len)=n; AVI->video_pos ++ ; if (n>max_vidbuf) { lseek(AVI->fdes, n, 1); _ret_val_0=( - 1); return _ret_val_0; } if (avi_read(AVI->fdes, vidbuf, n)!=n) { _ret_val_0=0; return _ret_val_0; } _ret_val_0=1; return _ret_val_0; } else { if (strncasecmp(data, AVI->track[AVI->aptr].audio_tag, 4)==0) { ( * len)=n; if (n>max_audbuf) { lseek(AVI->fdes, n, 1); _ret_val_0=( - 2); return _ret_val_0; } if (avi_read(AVI->fdes, audbuf, n)!=n) { _ret_val_0=0; return _ret_val_0; } _ret_val_0=2; return _ret_val_0; break; } else { if (lseek(AVI->fdes, n, 1)<0) { _ret_val_0=0; return _ret_val_0; } } } } return _ret_val_0; } /* AVI_print_error: Print most recent error (similar to perror) */ /* 0 */ /* 1 */ /* 2 */ /* 3 */ /* 4 */ /* 5 */ /* 6 */ /* 7 */ /* 8 */ /* 9 */ /* 10 */ /* 11 */ /* 12 */ /* 13 */ /* 14 */ char *(avi_errors[]) = {(char * )"avilib - No Error", (char * )"avilib - AVI file size limit reached", (char * )"avilib - Error opening AVI file", (char * )"avilib - Error reading from AVI file", (char * )"avilib - Error writing to AVI file", (char * )"avilib - Error writing index (file may still be useable)", (char * )"avilib - Error closing AVI file", (char * )"avilib - Operation (read/write) not permitted", (char * )"avilib - Out of memory (malloc failed)", (char * )"avilib - Not an AVI file", (char * )"avilib - AVI file has no header list (corrupted?)", (char * )"avilib - AVI file has no MOVI list (corrupted?)", (char * )"avilib - AVI file has no video data", (char * )"avilib - operation needs an index", (char * )"avilib - Unkown Error"}; static int num_avi_errors = sizeof avi_errors/sizeof (char * ); static char error_string[4096]; void AVI_print_error(char * str) { int aerrno; aerrno=(((AVI_errno>=0)&&(AVI_errno<num_avi_errors)) ? AVI_errno : (num_avi_errors-1)); fprintf(stderr, "%s: %s\n", str, avi_errors[aerrno]); /* for the following errors, perror should report a more detailed reason: */ if (((((AVI_errno==2)||(AVI_errno==3))||(AVI_errno==4))||(AVI_errno==5))||(AVI_errno==6)) { perror("REASON"); } return ; } char *AVI_strerror() { int aerrno; char * _ret_val_0; aerrno=(((AVI_errno>=0)&&(AVI_errno<num_avi_errors)) ? AVI_errno : (num_avi_errors-1)); if (((((AVI_errno==2)||(AVI_errno==3))||(AVI_errno==4))||(AVI_errno==5))||(AVI_errno==6)) { sprintf(error_string, "%s - %s", avi_errors[aerrno], strerror( * __errno_location())); return error_string; } else { _ret_val_0=avi_errors[aerrno]; return _ret_val_0; } return _ret_val_0; } uint64_t AVI_max_size() { uint64_t _ret_val_0; _ret_val_0=((uint64_t)((((2147483647*2)+1)-((1<<20)*16))-2048)); return _ret_val_0; }
pclangb.c
/** * * @file * * PLASMA is a software package provided by: * University of Tennessee, US, * University of Manchester, UK. * * @generated from /home/luszczek/workspace/plasma/bitbucket/plasma/compute/pzlangb.c, normal z -> c, Fri Sep 28 17:38:12 2018 * **/ #include "plasma_async.h" #include "plasma_context.h" #include "plasma_descriptor.h" #include "plasma_internal.h" #include "plasma_types.h" #include "plasma_workspace.h" #include <plasma_core_blas.h> #include "core_lapack.h" #define A(m, n) (plasma_complex32_t*)plasma_tile_addr(A, m, n) /***************************************************************************//** * Parallel tile calculation of max, one, infinity or Frobenius matrix norm * for a general band matrix. ******************************************************************************/ void plasma_pclangb(plasma_enum_t norm, plasma_desc_t A, float *work, float *value, plasma_sequence_t *sequence, plasma_request_t *request) { // Return if failed sequence. if (sequence->status != PlasmaSuccess) return; float stub; int wcnt = 0; int ldwork, klt, kut; float *workspace, *scale, *sumsq; switch (norm) { //================ // PlasmaMaxNorm //================ case PlasmaMaxNorm: wcnt = 0; for (int n = 0; n < A.nt; n++ ) { int nvan = plasma_tile_nview(A, n); int m_start = (imax(0, n*A.nb-A.ku)) / A.nb; int m_end = (imin(A.m-1, (n+1)*A.nb+A.kl-1)) / A.nb; for (int m = m_start; m <= m_end; m++ ) { int ldam = plasma_tile_mmain_band(A, m, n); int mvam = plasma_tile_mview(A, m); plasma_core_omp_clange(PlasmaMaxNorm, mvam, nvan, A(m, n), ldam, &stub, &work[wcnt], sequence, request); wcnt++; } } #pragma omp taskwait plasma_core_omp_slange(PlasmaMaxNorm, 1, wcnt, work, 1, &stub, value, sequence, request); break; //================ // PlasmaOneNorm //================ case PlasmaOneNorm: // # of tiles in upper band (not including diagonal) kut = (A.ku+A.nb-1)/A.nb; // # of tiles in lower band (not including diagonal) klt = (A.kl+A.nb-1)/A.nb; ldwork = kut+klt+1; for (int n = 0; n < A.nt; n++ ) { int nvan = plasma_tile_nview(A, n); int m_start = (imax(0, n*A.nb-A.ku)) / A.nb; int m_end = (imin(A.m-1, (n+1)*A.nb+A.kl-1)) / A.nb; for (int m = m_start; m <= m_end; m++ ) { int ldam = plasma_tile_mmain_band(A, m, n); int mvam = plasma_tile_mview(A, m); plasma_core_omp_clange_aux(PlasmaOneNorm, mvam, nvan, A(m,n), ldam, &work[(m-m_start)*A.n+n*A.nb], sequence, request); } } #pragma omp taskwait workspace = &work[A.n*ldwork]; plasma_core_omp_slange(PlasmaInfNorm, A.n, ldwork, work, A.n, workspace, value, sequence, request); break; //================ // PlasmaInfNorm //================ case PlasmaInfNorm: ldwork = A.mb*A.mt; for (int n = 0; n < A.nt; n++ ) { int nvan = plasma_tile_nview(A, n); int m_start = (imax(0, n*A.nb-A.ku)) / A.nb; int m_end = (imin(A.m-1, (n+1)*A.nb+A.kl-1)) / A.nb; for (int m = m_start; m <= m_end; m++ ) { int ldam = plasma_tile_mmain_band(A, m, n); int mvam = plasma_tile_mview(A, m); plasma_core_omp_clange_aux(PlasmaInfNorm, mvam, nvan, A(m,n), ldam, &work[m*A.mb+n*ldwork], sequence, request); } } #pragma omp taskwait //nwork = A.nt; workspace = &work[ldwork*A.nt]; plasma_core_omp_slange(PlasmaInfNorm, ldwork, A.nt, work, ldwork, workspace, value, sequence, request); break; //====================== // PlasmaFrobeniusNorm //====================== case PlasmaFrobeniusNorm: kut = (A.ku+A.nb-1)/A.nb; // # of tiles in upper band (not including diagonal) klt = (A.kl+A.nb-1)/A.nb; // # of tiles in lower band (not including diagonal) ldwork = kut+klt+1; scale = work; sumsq = &work[ldwork*A.nt]; for (int n = 0; n < A.nt; n++ ) { int nvan = plasma_tile_nview(A, n); int m_start = (imax(0, n*A.nb-A.ku)) / A.nb; int m_end = (imin(A.m-1, (n+1)*A.nb+A.kl-1)) / A.nb; for (int m = m_start; m <= m_end; m++ ) { int ldam = plasma_tile_mmain_band(A, m, n); int mvam = plasma_tile_mview(A, m); plasma_core_omp_cgessq(mvam, nvan, A(m,n), ldam, &scale[n*ldwork+m-m_start], &sumsq[n*ldwork+m-m_start], sequence, request); } } #pragma omp taskwait plasma_core_omp_sgessq_aux(ldwork*A.nt, scale, sumsq, value, sequence, request); break; default: assert(0); } }
structure.h
/* * Created on: Sep 23, 2016 * Author: Steffen Rechner <steffen.rechner@informatik.uni-halle.de> * * This file is part of the marathon software. * * Copyright (c) 2016, Steffen Rechner * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to deal * in the Software without restriction, including without limitation the rights * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell * copies of the Software, and to permit persons to whom the Software is furnished * to do so, subject to the following conditions: * The above copyright notice and this permission notice shall be included in * all copies or substantial portions of the Software. * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL * THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE * SOFTWARE. */ #ifndef PROJECT_DIAMETER_H #define PROJECT_DIAMETER_H #include "state_graph.h" namespace marathon { /** * Determine whether or not the given state graph is biparite * @param G Pointer to a state graph. * @return True, if G is bipartite, False, if not. */ bool isBipartite(const StateGraph *G) { const size_t N = G->getNumStates(); // try to color the states red and blue. int *color = new int[N]; for (int i = 0; i < N; i++) color[i] = -1; // start graph traversal std::stack<int> s; s.push(0); color[0] = 0; bool cont = true; // used for early termination while (!s.empty() && cont) { int i = s.top(); // index of current state int c = color[i]; // color of state i s.pop(); // for all adjacent states for (const auto& t : G->getOutArcs(i)) { int j = t->to; // j is adjacent to i if (color[j] == 0) { // j is not yet visited // give j the opposite color of i and add j to stack color[j] = 1 - c; s.push(j); } else if (color[j] == c) { // adjacent state with same color detected cont = false; break; } } } delete[] color; return cont; } /** * Computes a histogram of the length of shortest path in G. Each arc of the graph * contributes one to the length of a path. For each length l for l in 0..diameter(G), * the number of shortest paths of G is stored in the vector count[l]. */ void pathLengthHistogram(std::vector<long> &count, const StateGraph &G) { int n = G.getNumStates(); // cnt[i] is number of times a length of i is observed long *cnt = new long[n + 1]; memset(cnt, 0, (n + 1) * sizeof(long)); int maxlen = 0; // for each state #pragma omp parallel { // thread local variables int thread_max = 0; long *cnt_local = new long[n + 1]; memset(cnt_local, 0, (n + 1) * sizeof(long)); int *len = new int[n]; #pragma omp for for (int s = 0; s < n; s++) { // init temporary length array for (int i = 0; i < n; i++) len[i] = n + 1; // not reachable // start breadth first search std::queue<int> q; q.push(s); len[s] = 0; while (!q.empty()) { int v = q.front(); // iterate over neighbours of v for (Transition *t : G.getOutArcs(v)) { int l = len[v] + 1; if (l < len[t->to]) { len[t->to] = l; q.push(t->to); } } q.pop(); } for (int i = 0; i < n; i++) { if (len[i] != n + 1) { cnt_local[len[i]]++; if (len[i] > thread_max) thread_max = len[i]; } else { // should not happen if MC is irreducible } } } #pragma omp critical { if (thread_max > maxlen) maxlen = thread_max; for (int i = 0; i <= n; i++) cnt[i] += cnt_local[i]; } delete[] len; delete[] cnt_local; } count.assign(cnt, cnt + maxlen + 1); delete[] cnt; } /** * Calculate the shortest path connecting the node 'from' with 'to'. * The length of the path is measured by its number of arcs. * @param sg State graph. * @param from Node index. * @param to Node index. * @return Length of shortest path. */ int distance(const StateGraph& sg, const int from, const int to) { // run bfs std::queue< std::pair<int,int> > q; std::vector<bool> visited(sg.getNumStates()); // insert start vertex with distance 0 q.push(std::make_pair(from, 0)); visited[from] = true; while(!q.empty()) { // extract node const auto& vd = q.front(); const int v = vd.first; const int d = vd.second; q.pop(); // early termination if(v == to) { return d; } // for all outgoing arcs (v,w) for(const auto& t : sg.getOutArcs(v)) { const int w = t->to; if(!visited[w]) { visited[w] = true; q.push(std::make_pair(w,d+1)); } } } // cannot happen return -1; } /** * Computes the diameter of the graph, i.e. the maximal length of a shortest path * between some nodes of the graph. Each arc has a length of 1. */ int diameter(const StateGraph &G) { std::vector<long> count; pathLengthHistogram(count, G); return count.size() - 1; } } #endif //PROJECT_DIAMETER_H
preFDM.c
extern "C" void FUNC(preFDM)(const dlong& Nelements, const pfloat* __restrict__ u, pfloat* __restrict__ work1) { #define getIdx(k,j,i,e) ((k)*p_Nq_e*p_Nq_e+(j)*p_Nq_e+(i)+(e)*p_Nq_e*p_Nq_e*p_Nq_e) #define getIdx2(k,j,i,e) ((k-1)*p_Nq*p_Nq+(j-1)*p_Nq+(i-1)+(e)*p_Nq*p_Nq*p_Nq) #define sWork1(k,j,i,e) (work1[(getIdx(k,j,i,e))]) #define uArr(k,j,i,e) (u[(getIdx2(k,j,i,e))]) #ifdef __NEKRS__OMP__ #pragma omp parallel for #endif for (dlong elem = 0; elem < Nelements; elem++) { #pragma unroll for(int k = 0; k < p_Nq_e; ++k){ #pragma unroll for(int j = 0; j < p_Nq_e; ++j){ #pragma unroll for(int i = 0; i < p_Nq_e; ++i){ const bool iBound = i>=1 && i <(p_Nq_e-1); const bool jBound = j>=1 && j <(p_Nq_e-1); const bool kBound = k>=1 && k <(p_Nq_e-1); if(iBound && jBound && kBound){ const dlong elem_offset = elem * p_Nq * p_Nq * p_Nq; const dlong idx = i + j * p_Nq + k * p_Nq * p_Nq + elem_offset; sWork1(k,j,i,elem) = uArr(k,j,i,elem); } else { sWork1(k,j,i,elem) = 0.0; } } } } #pragma unroll for(int j = 1; j < p_Nq_e-1; ++j){ #pragma unroll for(int k = 1; k < p_Nq_e-1; ++k){ const int l1 = 0; const int l2 = 2; sWork1(l1,j,k,elem) = uArr(l2,j,k,elem); } } #pragma unroll for(int j = 1; j < p_Nq_e-1; ++j){ #pragma unroll for(int k = 1; k < p_Nq_e-1; ++k){ const int l1 = 0; const int l2 = 2; sWork1(p_Nq_e - l1 - 1,j,k,elem) = uArr(p_Nq_e - l2 - 1,j,k,elem); } } #pragma unroll for(int i = 1; i < p_Nq_e-1; ++i){ #pragma unroll for(int k = 1; k < p_Nq_e-1; ++k){ const int l1 = 0; const int l2 = 2; sWork1(i,l1,k,elem) = uArr(i,l2,k,elem); } } #pragma unroll for(int i = 1; i < p_Nq_e-1; ++i){ #pragma unroll for(int k = 1; k < p_Nq_e-1; ++k){ const int l1 = 0; const int l2 = 2; sWork1(i,p_Nq_e - l1 - 1,k,elem) = uArr(i,p_Nq_e - l2 - 1,k,elem); } } #pragma unroll for(int i = 1; i < p_Nq_e-1; ++i){ #pragma unroll for(int j = 1; j < p_Nq_e-1; ++j){ const int l1 = 0; const int l2 = 2; sWork1(i,j,l1,elem) = uArr(i,j,l2,elem); } } #pragma unroll for(int i = 1; i < p_Nq_e-1; ++i){ #pragma unroll for(int j = 1; j < p_Nq_e-1; ++j){ const int l1 = 0; const int l2 = 2; sWork1(i,j,p_Nq_e - l1 - 1,elem) = uArr(i,j,p_Nq_e - l2 - 1,elem); } } } #undef getIdx #undef getIdx2 #undef sWork1 #undef uArr }
GB_unop__one_uint64_uint64.c
//------------------------------------------------------------------------------ // GB_unop: hard-coded functions for each built-in unary operator //------------------------------------------------------------------------------ // SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2020, All Rights Reserved. // http://suitesparse.com See GraphBLAS/Doc/License.txt for license. //------------------------------------------------------------------------------ // If this file is in the Generated/ folder, do not edit it (auto-generated). #include "GB.h" #ifndef GBCOMPACT #include "GB_control.h" #include "GB_unop__include.h" // C=unop(A) is defined by the following types and operators: // op(A) function: GB_unop_apply__one_uint64_uint64 // op(A') function: GB_unop_tran__one_uint64_uint64 // C type: uint64_t // A type: uint64_t // cast: ; // unaryop: cij = 1 #define GB_ATYPE \ uint64_t #define GB_CTYPE \ uint64_t // aij = Ax [pA] #define GB_GETA(aij,Ax,pA) \ ; #define GB_CX(p) Cx [p] // unary operator #define GB_OP(z, x) \ z = 1 ; // casting #define GB_CAST(z, aij) \ ; ; // cij = op (aij) #define GB_CAST_OP(pC,pA) \ { \ /* aij = Ax [pA] */ \ ; ; \ /* Cx [pC] = op (cast (aij)) */ \ ; ; \ Cx [pC] = 1 ; \ } // disable this operator and use the generic case if these conditions hold #define GB_DISABLE \ (GxB_NO_ONE || GxB_NO_UINT64) //------------------------------------------------------------------------------ // Cx = op (cast (Ax)): apply a unary operator //------------------------------------------------------------------------------ GrB_Info GB_unop_apply__one_uint64_uint64 ( uint64_t *Cx, // Cx and Ax may be aliased const uint64_t *Ax, int64_t anz, int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else int64_t p ; #pragma omp parallel for num_threads(nthreads) schedule(static) for (p = 0 ; p < anz ; p++) { ; ; ; ; Cx [p] = 1 ; } return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // C = op (cast (A')): transpose, typecast, and apply a unary operator //------------------------------------------------------------------------------ GrB_Info GB_unop_tran__one_uint64_uint64 ( GrB_Matrix C, const GrB_Matrix A, int64_t *GB_RESTRICT *Rowcounts, GBI_single_iterator Iter, const int64_t *GB_RESTRICT A_slice, int naslice ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else #define GB_PHASE_2_OF_2 #include "GB_unop_transpose.c" return (GrB_SUCCESS) ; #endif } #endif
LinkedCell.h
#pragma once #include "physics/variants/HarmonicPotential.h" #include "physics/Physics.h" #include "physics/variants/LennardJones.h" #include "container/LinkedCell/LinkedCellContainer.h" /** * This class implements the LinkedCell algorithm. * @tparam T The physics to be used * @tparam dim The dimension of our simulation */ template<typename T, size_t dim, typename std::enable_if<std::is_base_of<PhysicsType, T>::value, bool>::type = true> class LinkedCell : public Physics<T, dim> { public: //----------------------------------------Methods---------------------------------------- /** * This method calculates the forces between the different particles in the different cells. * @param particleContainer that provides possible required values and functionalities */ void performUpdate(ParticleContainer<dim> &particleContainer) const override; /** * This method calculates the force, position and velocity of the particles in the container. * In addition, the structure is updated appropriately and renewed if needed. * Particles that leave the structure are deleted. * @param particleContainer The ParticleContainer, for whose contents the positions should be calculated * @param deltaT time step of our simulation * @param gravitation additional vector of gravitational force applied on all particles * @param current_time current time of this iteration */ void calculateNextStep(ParticleContainer<dim> &particleContainer, double deltaT, Vector<dim> &gravitation, double current_time) const override; }; /** * Implements LinkedCell for LennardJones * @tparam dim The dimension of our simulation */ template<size_t dim> class LinkedCell<LennardJones, dim> : public Physics<LennardJones, dim> { protected: /** * Used to truncate the repulsive part of lennard jones for molecules. */ double sixthSqrtOfTwo = std::pow(2, 1.0 / 6.0); /** * This method calculates the Lennard-Jones potential between two particles. * First we check whether the calculation is valid, otherwise we abort at an early stage. * @param i first Particle * @param j second Particle * @param cellContainer that provides possible required values and functionalities */ inline Vector<dim> calculateLennardJones(Particle<dim> &i, Particle<dim> &j, LinkedCellContainer<dim> &cellContainer) const { double l2Norm = Physics<LennardJones, dim>::calcL2NormSquare(i, j); // This prevents molecules from attracting each other too strongly due to the Lennard Jones potential. // Therefore, the force is only effective when the molecules are close enough to each other. if (i.getParticleType() == MOLECULE && j.getParticleType() == MOLECULE && i.getType() == j.getType()) { // Checks if distance of i and j is greater => nextParticle, else apply lennardJones if (l2Norm > (sixthSqrtOfTwo * i.getZeroCrossing() * sixthSqrtOfTwo * j.getZeroCrossing())) return Vector<dim>{}; } if (l2Norm > cellContainer.getCutoffRadiusSquare()) return Vector<dim>{}; SPDLOG_TRACE("Calculating force for {} and {}", (*i)->toString(), (*j)->toString()); return LennardJones::calculateForceBetweenTwoParticles<dim>(i, j, l2Norm); } /** * This method updates the force for two particles. * @param i first Particle * @param j second Particle * @param force additional force */ inline void updateForceForParticle(Particle<dim> &i, Particle<dim> &j, Vector<dim> &force) const { if (!isNull(force)) { i.updateForce(force); j.updateForce(-force); } } /** * This method calculates the harmonic potential between two molecules depending on how they are related. * A parallel or diagonal relationship is possible. * @param cellContainer that provides a list of molecules */ void inline calculateMolecules(LinkedCellContainer<dim> &cellContainer) const { // Iteration over all molecules for (Particle<dim> *p: cellContainer.getMolecules()) { // Molecules which aren't diagonal for (Particle<dim> *n: p->getNeighbours()) { double l2Norm = std::sqrt(Physics<LennardJones, dim>::calcL2NormSquare(*p, *n)); Vector<dim> force{HarmonicPotential::calculateForceBetweenTwoParticles(p, n, l2Norm)}; updateForceForParticle(*p, *n, force); } // Molecules which are diagonal for (Particle<dim> *d: p->getDiagonalNeighbours()) { double l2Norm = std::sqrt(Physics<LennardJones, dim>::calcL2NormSquare(*p, *d)); Vector<dim> force{HarmonicPotential::calculateForceBetweenTwoDiagonalParticles(p, d, l2Norm)}; updateForceForParticle(*p, *d, force); } } } /** * This method calculates the forces between particles in different cells. * Only those cells are considered that are also related to each other (neighbours). * @param neighbours vector of cells that are related to the cell * @param cellParticles Particle(s) in the current cell * @param cellContainer that provides possible required values and functionalities */ void inline calcBetweenNeighboursAndCell(std::vector<Cell<dim> *> &neighbours, std::vector<Particle<dim> *> &cellParticles, LinkedCellContainer<dim> &cellContainer) const { // calc between particles in cells and relevant neighbours for (auto n = neighbours.begin(); n != neighbours.end(); ++n) { for (auto i = cellParticles.begin(); i != cellParticles.end(); ++i) { for (auto j = (*n)->getParticles().begin(); j != (*n)->getParticles().end(); ++j) { auto force = calculateLennardJones(*(*i), *(*j), cellContainer); updateForceForParticle(*(*i), *(*j), force); } } } } /** * In this method we calculate the forces between all particles in the current cell. * The cutoff radius may be smaller than the cell size, so it must still be considered. * @param cellParticles Particle(s) in the current cell * @param cellContainer that provides possible required values and functionalities */ void inline calcInTheCell(std::vector<Particle<dim> *> &cellParticles, LinkedCellContainer<dim> &cellContainer) const { // calc in the cells for (auto i = cellParticles.begin(); i != cellParticles.end(); ++i) { for (auto j = i + 1; j != cellParticles.end(); ++j) { auto force = calculateLennardJones(*(*i), *(*j), cellContainer); updateForceForParticle(*(*i), *(*j), force); } } } /** * This method deals with the special case that forces also act around the boundaries. * @param cellParticles Particle(s) in the current cell * @param cellContainer that provides possible required values and functionalities * @param cell which has periodic influence */ void inline calcPeriodic(std::vector<Particle<dim> *> &cellParticles, LinkedCellContainer<dim> &cellContainer, Cell<dim> &cell) const { std::vector<std::tuple<Cell<dim> *, Vector<dim>>> &periodicNeighbours = cell.getPeriodicNeighbours(); // Iterate over all periodic neighbours for (std::tuple<Cell<dim> *, Vector<dim>> &t: periodicNeighbours) { // Get the periodic cell which influences the current cell Cell<dim> *periodicCell = std::get<0>(t); if (!periodicCell->getParticles().empty()) { for (auto j = periodicCell->getParticles().begin(); j != periodicCell->getParticles().end(); ++j) { // Update the current position of the Particle(s) const Vector<dim> oldPos = (*j)->getX(); Vector<dim> pos; for (size_t index = 0; index < dim; ++index) { pos[index] = oldPos[index] - periodicCell->getPosition()[index] + std::get<1>(t)[index]; } (*j)->setX(pos); for (auto i = cellParticles.begin(); i != cellParticles.end(); ++i) { auto force = calculateLennardJones(*(*i), *(*j), cellContainer); updateForceForParticle(*(*i), *(*j), force); } (*j)->setX(oldPos); } } } } public: //----------------------------------------Methods---------------------------------------- /** * This method calculates the forces between the different particles in the different cells. * @param particleContainer that provides possible required values and functionalities */ void performUpdate(ParticleContainer<dim> &particleContainer) const override { auto &cellContainer = static_cast<LinkedCellContainer<dim> &>(particleContainer); for (Boundary<dim> &b: cellContainer.getBoundaryCells()) { b.applyCellProperties(); } for (size_t c = 0; c < cellContainer.getBoundaryAndInnerCells().size(); ++c) { Cell<dim> *cell = cellContainer.getBoundaryAndInnerCells()[c]; std::vector<Cell<dim> *> &neighbours = cell->getNeighbours(); std::vector<Particle<dim> *> &cellParticles = cell->getParticles(); if (!cellParticles.empty()) { calcBetweenNeighboursAndCell(neighbours, cellParticles, cellContainer); calcInTheCell(cellParticles, cellContainer); calcPeriodic(cellParticles, cellContainer, *cell); } } calculateMolecules(cellContainer); } /** * This method calculates the force, position and velocity of the particles in the container. * In addition, the structure is updated appropriately and renewed if needed. * Particles that leave the structure are deleted. * @param particleContainer The ParticleContainer, for whose contents the positions should be calculated * @param deltaT time step of our simulation * @param gravitation additional vector of gravitational force applied on all particles * @param current_time current time of this iteration */ void calculateNextStep(ParticleContainer<dim> &particleContainer, double deltaT, Vector<dim> &gravitation, double current_time) const override { // Calculate new x Physics<LennardJones, dim>::calculateX(particleContainer, deltaT); // Update cells particleContainer.updateCells(); auto &cellContainer = static_cast<LinkedCellContainer<dim> &>(particleContainer); // Apply Halo properties //#pragma omp parallel for shared(cellContainer) default(none) for (size_t i = 0; i < cellContainer.getHalosCells().size(); ++i) { Halo<dim> &h = cellContainer.getHalosCells()[i]; h.applyCellProperties(); } // Calculate new f Physics<LennardJones, dim>::calculateF(particleContainer, gravitation, current_time); // Calculate new v Physics<LennardJones, dim>::calculateV(particleContainer, deltaT); // Delete all deleted Particle std::vector<Particle<dim>> &particles = particleContainer.getParticles(); particles.erase(std::remove_if(particles.begin(), particles.end(), [](auto &p) { return p.getType() == -1; }), particles.end()); } };
quicksort.h
// -*- C++ -*- // Copyright (C) 2007-2021 Free Software Foundation, Inc. // // This file is part of the GNU ISO C++ Library. This library 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 3, or (at your option) any later // version. // This library is distributed in the hope that it will be useful, but // WITHOUT ANY WARRANTY; without even the implied warranty of // MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU // General Public License for more details. // Under Section 7 of GPL version 3, you are granted additional // permissions described in the GCC Runtime Library Exception, version // 3.1, as published by the Free Software Foundation. // You should have received a copy of the GNU General Public License and // a copy of the GCC Runtime Library Exception along with this program; // see the files COPYING3 and COPYING.RUNTIME respectively. If not, see // <http://www.gnu.org/licenses/>. /** @file parallel/quicksort.h * @brief Implementation of a unbalanced parallel quicksort (in-place). * This file is a GNU parallel extension to the Standard C++ Library. */ // Written by Johannes Singler. #ifndef _GLIBCXX_PARALLEL_QUICKSORT_H #define _GLIBCXX_PARALLEL_QUICKSORT_H 1 #include <parallel/parallel.h> #include <parallel/partition.h> namespace __gnu_parallel { /** @brief Unbalanced quicksort divide step. * @param __begin Begin iterator of subsequence. * @param __end End iterator of subsequence. * @param __comp Comparator. * @param __pivot_rank Desired __rank of the pivot. * @param __num_samples Choose pivot from that many samples. * @param __num_threads Number of threads that are allowed to work on * this part. */ template<typename _RAIter, typename _Compare> typename std::iterator_traits<_RAIter>::difference_type __parallel_sort_qs_divide(_RAIter __begin, _RAIter __end, _Compare __comp, typename std::iterator_traits <_RAIter>::difference_type __pivot_rank, typename std::iterator_traits <_RAIter>::difference_type __num_samples, _ThreadIndex __num_threads) { typedef std::iterator_traits<_RAIter> _TraitsType; typedef typename _TraitsType::value_type _ValueType; typedef typename _TraitsType::difference_type _DifferenceType; _DifferenceType __n = __end - __begin; __num_samples = std::min(__num_samples, __n); // Allocate uninitialized, to avoid default constructor. _ValueType* __samples = static_cast<_ValueType*> (::operator new(__num_samples * sizeof(_ValueType))); for (_DifferenceType __s = 0; __s < __num_samples; ++__s) { const unsigned long long __index = static_cast<unsigned long long> (__s) * __n / __num_samples; ::new(&(__samples[__s])) _ValueType(__begin[__index]); } __gnu_sequential::sort(__samples, __samples + __num_samples, __comp); _ValueType& __pivot = __samples[__pivot_rank * __num_samples / __n]; __gnu_parallel::__binder2nd<_Compare, _ValueType, _ValueType, bool> __pred(__comp, __pivot); _DifferenceType __split = __parallel_partition(__begin, __end, __pred, __num_threads); for (_DifferenceType __s = 0; __s < __num_samples; ++__s) __samples[__s].~_ValueType(); ::operator delete(__samples); return __split; } /** @brief Unbalanced quicksort conquer step. * @param __begin Begin iterator of subsequence. * @param __end End iterator of subsequence. * @param __comp Comparator. * @param __num_threads Number of threads that are allowed to work on * this part. */ template<typename _RAIter, typename _Compare> void __parallel_sort_qs_conquer(_RAIter __begin, _RAIter __end, _Compare __comp, _ThreadIndex __num_threads) { typedef std::iterator_traits<_RAIter> _TraitsType; typedef typename _TraitsType::value_type _ValueType; typedef typename _TraitsType::difference_type _DifferenceType; if (__num_threads <= 1) { __gnu_sequential::sort(__begin, __end, __comp); return; } _DifferenceType __n = __end - __begin, __pivot_rank; if (__n <= 1) return; _ThreadIndex __num_threads_left; if ((__num_threads % 2) == 1) __num_threads_left = __num_threads / 2 + 1; else __num_threads_left = __num_threads / 2; __pivot_rank = __n * __num_threads_left / __num_threads; _DifferenceType __split = __parallel_sort_qs_divide (__begin, __end, __comp, __pivot_rank, _Settings::get().sort_qs_num_samples_preset, __num_threads); #pragma omp parallel sections num_threads(2) { #pragma omp section __parallel_sort_qs_conquer(__begin, __begin + __split, __comp, __num_threads_left); #pragma omp section __parallel_sort_qs_conquer(__begin + __split, __end, __comp, __num_threads - __num_threads_left); } } /** @brief Unbalanced quicksort main call. * @param __begin Begin iterator of input sequence. * @param __end End iterator input sequence, ignored. * @param __comp Comparator. * @param __num_threads Number of threads that are allowed to work on * this part. */ template<typename _RAIter, typename _Compare> void __parallel_sort_qs(_RAIter __begin, _RAIter __end, _Compare __comp, _ThreadIndex __num_threads) { _GLIBCXX_CALL(__n) typedef std::iterator_traits<_RAIter> _TraitsType; typedef typename _TraitsType::value_type _ValueType; typedef typename _TraitsType::difference_type _DifferenceType; _DifferenceType __n = __end - __begin; // At least one element per processor. if (__num_threads > __n) __num_threads = static_cast<_ThreadIndex>(__n); __parallel_sort_qs_conquer( __begin, __begin + __n, __comp, __num_threads); } } //namespace __gnu_parallel #endif /* _GLIBCXX_PARALLEL_QUICKSORT_H */
stream.c
/*-----------------------------------------------------------------------*/ /* Program: STREAM */ /* Revision: $Id: stream.c,v 5.10 2013/01/17 16:01:06 mccalpin Exp mccalpin $ */ /* Original code developed by John D. McCalpin */ /* Programmers: John D. McCalpin */ /* Joe R. Zagar */ /* */ /* This program measures memory transfer rates in MB/s for simple */ /* computational kernels coded in C. */ /*-----------------------------------------------------------------------*/ /* Copyright 1991-2013: John D. McCalpin */ /*-----------------------------------------------------------------------*/ /* License: */ /* 1. You are free to use this program and/or to redistribute */ /* this program. */ /* 2. You are free to modify this program for your own use, */ /* including commercial use, subject to the publication */ /* restrictions in item 3. */ /* 3. You are free to publish results obtained from running this */ /* program, or from works that you derive from this program, */ /* with the following limitations: */ /* 3a. In order to be referred to as "STREAM benchmark results", */ /* published results must be in conformance to the STREAM */ /* Run Rules, (briefly reviewed below) published at */ /* http://www.cs.virginia.edu/stream/ref.html */ /* and incorporated herein by reference. */ /* As the copyright holder, John McCalpin retains the */ /* right to determine conformity with the Run Rules. */ /* 3b. Results based on modified source code or on runs not in */ /* accordance with the STREAM Run Rules must be clearly */ /* labelled whenever they are published. Examples of */ /* proper labelling include: */ /* "tuned STREAM benchmark results" */ /* "based on a variant of the STREAM benchmark code" */ /* Other comparable, clear, and reasonable labelling is */ /* acceptable. */ /* 3c. Submission of results to the STREAM benchmark web site */ /* is encouraged, but not required. */ /* 4. Use of this program or creation of derived works based on this */ /* program constitutes acceptance of these licensing restrictions. */ /* 5. Absolutely no warranty is expressed or implied. */ /*-----------------------------------------------------------------------*/ # include <stdio.h> # include <unistd.h> # include <math.h> # include <float.h> # include <limits.h> # include <sys/time.h> /*----------------------------------------------------------------------- * INSTRUCTIONS: * * 1) STREAM requires different amounts of memory to run on different * systems, depending on both the system cache size(s) and the * granularity of the system timer. * You should adjust the value of 'STREAM_ARRAY_SIZE' (below) * to meet *both* of the following criteria: * (a) Each array must be at least 4 times the size of the * available cache memory. I don't worry about the difference * between 10^6 and 2^20, so in practice the minimum array size * is about 3.8 times the cache size. * Example 1: One Xeon E3 with 8 MB L3 cache * STREAM_ARRAY_SIZE should be >= 4 million, giving * an array size of 30.5 MB and a total memory requirement * of 91.5 MB. * Example 2: Two Xeon E5's with 20 MB L3 cache each (using OpenMP) * STREAM_ARRAY_SIZE should be >= 20 million, giving * an array size of 153 MB and a total memory requirement * of 458 MB. * (b) The size should be large enough so that the 'timing calibration' * output by the program is at least 20 clock-ticks. * Example: most versions of Windows have a 10 millisecond timer * granularity. 20 "ticks" at 10 ms/tic is 200 milliseconds. * If the chip is capable of 10 GB/s, it moves 2 GB in 200 msec. * This means the each array must be at least 1 GB, or 128M elements. * * Version 5.10 increases the default array size from 2 million * elements to 10 million elements in response to the increasing * size of L3 caches. The new default size is large enough for caches * up to 20 MB. * Version 5.10 changes the loop index variables from "register int" * to "ssize_t", which allows array indices >2^32 (4 billion) * on properly configured 64-bit systems. Additional compiler options * (such as "-mcmodel=medium") may be required for large memory runs. * * Array size can be set at compile time without modifying the source * code for the (many) compilers that support preprocessor definitions * on the compile line. E.g., * gcc -O -DSTREAM_ARRAY_SIZE=100000000 stream.c -o stream.100M * will override the default size of 10M with a new size of 100M elements * per array. */ #ifndef STREAM_ARRAY_SIZE # define STREAM_ARRAY_SIZE 10000000 #endif /* 2) STREAM runs each kernel "NTIMES" times and reports the *best* result * for any iteration after the first, therefore the minimum value * for NTIMES is 2. * There are no rules on maximum allowable values for NTIMES, but * values larger than the default are unlikely to noticeably * increase the reported performance. * NTIMES can also be set on the compile line without changing the source * code using, for example, "-DNTIMES=7". */ #ifdef NTIMES #if NTIMES<=1 # define NTIMES 10 #endif #endif #ifndef NTIMES # define NTIMES 10 #endif /* Users are allowed to modify the "OFFSET" variable, which *may* change the * relative alignment of the arrays (though compilers may change the * effective offset by making the arrays non-contiguous on some systems). * Use of non-zero values for OFFSET can be especially helpful if the * STREAM_ARRAY_SIZE is set to a value close to a large power of 2. * OFFSET can also be set on the compile line without changing the source * code using, for example, "-DOFFSET=56". */ #ifndef OFFSET # define OFFSET 0 #endif /* * 3) Compile the code with optimization. Many compilers generate * unreasonably bad code before the optimizer tightens things up. * If the results are unreasonably good, on the other hand, the * optimizer might be too smart for me! * * For a simple single-core version, try compiling with: * cc -O stream.c -o stream * This is known to work on many, many systems.... * * To use multiple cores, you need to tell the compiler to obey the OpenMP * directives in the code. This varies by compiler, but a common example is * gcc -O -fopenmp stream.c -o stream_omp * The environment variable OMP_NUM_THREADS allows runtime control of the * number of threads/cores used when the resulting "stream_omp" program * is executed. * * To run with single-precision variables and arithmetic, simply add * -DSTREAM_TYPE=float * to the compile line. * Note that this changes the minimum array sizes required --- see (1) above. * * The preprocessor directive "TUNED" does not do much -- it simply causes the * code to call separate functions to execute each kernel. Trivial versions * of these functions are provided, but they are *not* tuned -- they just * provide predefined interfaces to be replaced with tuned code. * * * 4) Optional: Mail the results to mccalpin@cs.virginia.edu * Be sure to include info that will help me understand: * a) the computer hardware configuration (e.g., processor model, memory type) * b) the compiler name/version and compilation flags * c) any run-time information (such as OMP_NUM_THREADS) * d) all of the output from the test case. * * Thanks! * *-----------------------------------------------------------------------*/ # define HLINE "-------------------------------------------------------------\n" # ifndef MIN # define MIN(x,y) ((x)<(y)?(x):(y)) # endif # ifndef MAX # define MAX(x,y) ((x)>(y)?(x):(y)) # endif #ifndef STREAM_TYPE #define STREAM_TYPE double #endif static STREAM_TYPE a[STREAM_ARRAY_SIZE+OFFSET], b[STREAM_ARRAY_SIZE+OFFSET], c[STREAM_ARRAY_SIZE+OFFSET]; static double avgtime[4] = {0}, maxtime[4] = {0}, mintime[4] = {FLT_MAX,FLT_MAX,FLT_MAX,FLT_MAX}; static char *label[4] = {"Copy: ", "Scale: ", "Add: ", "Triad: "}; static double bytes[4] = { 2 * sizeof(STREAM_TYPE) * STREAM_ARRAY_SIZE, 2 * sizeof(STREAM_TYPE) * STREAM_ARRAY_SIZE, 3 * sizeof(STREAM_TYPE) * STREAM_ARRAY_SIZE, 3 * sizeof(STREAM_TYPE) * STREAM_ARRAY_SIZE }; extern double mysecond(); extern void checkSTREAMresults(); #ifdef TUNED extern void tuned_STREAM_Copy(); extern void tuned_STREAM_Scale(STREAM_TYPE scalar); extern void tuned_STREAM_Add(); extern void tuned_STREAM_Triad(STREAM_TYPE scalar); #endif #ifdef _OPENMP extern int omp_get_num_threads(); #endif int main() { int quantum, checktick(); int BytesPerWord; int k; ssize_t j; STREAM_TYPE scalar; double t, times[4][NTIMES]; /* --- SETUP --- determine precision and check timing --- */ printf(HLINE); printf("STREAM version $Revision: 5.10 $\n"); printf(HLINE); BytesPerWord = sizeof(STREAM_TYPE); printf("This system uses %d bytes per array element.\n", BytesPerWord); printf(HLINE); #ifdef N printf("***** WARNING: ******\n"); printf(" It appears that you set the preprocessor variable N when compiling this code.\n"); printf(" This version of the code uses the preprocesor variable STREAM_ARRAY_SIZE to control the array size\n"); printf(" Reverting to default value of STREAM_ARRAY_SIZE=%llu\n",(unsigned long long) STREAM_ARRAY_SIZE); printf("***** WARNING: ******\n"); #endif printf("Array size = %llu (elements), Offset = %d (elements)\n" , (unsigned long long) STREAM_ARRAY_SIZE, OFFSET); printf("Memory per array = %.1f MiB (= %.1f GiB).\n", BytesPerWord * ( (double) STREAM_ARRAY_SIZE / 1024.0/1024.0), BytesPerWord * ( (double) STREAM_ARRAY_SIZE / 1024.0/1024.0/1024.0)); printf("Total memory required = %.1f MiB (= %.1f GiB).\n", (3.0 * BytesPerWord) * ( (double) STREAM_ARRAY_SIZE / 1024.0/1024.), (3.0 * BytesPerWord) * ( (double) STREAM_ARRAY_SIZE / 1024.0/1024./1024.)); printf("Each kernel will be executed %d times.\n", NTIMES); printf(" The *best* time for each kernel (excluding the first iteration)\n"); printf(" will be used to compute the reported bandwidth.\n"); #ifdef _OPENMP printf(HLINE); #pragma omp parallel { #pragma omp master { k = omp_get_num_threads(); printf ("Number of Threads requested = %i\n",k); } } #endif #ifdef _OPENMP k = 0; #pragma omp parallel #pragma omp atomic k++; printf ("Number of Threads counted = %i\n",k); #endif /* Get initial value for system clock. */ #pragma omp parallel for for (j=0; j<STREAM_ARRAY_SIZE; j++) { a[j] = 1.0; b[j] = 2.0; c[j] = 0.0; } printf(HLINE); if ( (quantum = checktick()) >= 1) printf("Your clock granularity/precision appears to be " "%d microseconds.\n", quantum); else { printf("Your clock granularity appears to be " "less than one microsecond.\n"); quantum = 1; } t = mysecond(); #pragma omp parallel for for (j = 0; j < STREAM_ARRAY_SIZE; j++) a[j] = 2.0E0 * a[j]; t = 1.0E6 * (mysecond() - t); printf("Each test below will take on the order" " of %d microseconds.\n", (int) t ); printf(" (= %d clock ticks)\n", (int) (t/quantum) ); printf("Increase the size of the arrays if this shows that\n"); printf("you are not getting at least 20 clock ticks per test.\n"); printf(HLINE); printf("WARNING -- The above is only a rough guideline.\n"); printf("For best results, please be sure you know the\n"); printf("precision of your system timer.\n"); printf(HLINE); /* --- MAIN LOOP --- repeat test cases NTIMES times --- */ scalar = 3.0; for (k=0; k<NTIMES; k++) { times[0][k] = mysecond(); #ifdef TUNED tuned_STREAM_Copy(); #else // HERE YOU CAN CAN CHANGE SCHEDULE #pragma omp parallel for schedule(guided) for (j=0; j<STREAM_ARRAY_SIZE; j++) c[j] = a[j]; #endif times[0][k] = mysecond() - times[0][k]; times[1][k] = mysecond(); #ifdef TUNED tuned_STREAM_Scale(scalar); #else #pragma omp parallel for for (j=0; j<STREAM_ARRAY_SIZE; j++) b[j] = scalar*c[j]; #endif times[1][k] = mysecond() - times[1][k]; times[2][k] = mysecond(); #ifdef TUNED tuned_STREAM_Add(); #else #pragma omp parallel for for (j=0; j<STREAM_ARRAY_SIZE; j++) c[j] = a[j]+b[j]; #endif times[2][k] = mysecond() - times[2][k]; times[3][k] = mysecond(); #ifdef TUNED tuned_STREAM_Triad(scalar); #else #pragma omp parallel for for (j=0; j<STREAM_ARRAY_SIZE; j++) a[j] = b[j]+scalar*c[j]; #endif times[3][k] = mysecond() - times[3][k]; } /* --- SUMMARY --- */ for (k=1; k<NTIMES; k++) /* note -- skip first iteration */ { for (j=0; j<4; j++) { avgtime[j] = avgtime[j] + times[j][k]; mintime[j] = MIN(mintime[j], times[j][k]); maxtime[j] = MAX(maxtime[j], times[j][k]); } } printf("Function Best Rate MB/s Avg time Min time Max time\n"); for (j=0; j<4; j++) { avgtime[j] = avgtime[j]/(double)(NTIMES-1); printf("%s%12.1f %11.6f %11.6f %11.6f\n", label[j], 1.0E-06 * bytes[j]/mintime[j], avgtime[j], mintime[j], maxtime[j]); } printf(HLINE); /* --- Check Results --- */ checkSTREAMresults(); printf(HLINE); return 0; } # define M 20 int checktick() { int i, minDelta, Delta; double t1, t2, timesfound[M]; /* Collect a sequence of M unique time values from the system. */ for (i = 0; i < M; i++) { t1 = mysecond(); while( ((t2=mysecond()) - t1) < 1.0E-6 ) ; timesfound[i] = t1 = t2; } /* * Determine the minimum difference between these M values. * This result will be our estimate (in microseconds) for the * clock granularity. */ minDelta = 1000000; for (i = 1; i < M; i++) { Delta = (int)( 1.0E6 * (timesfound[i]-timesfound[i-1])); minDelta = MIN(minDelta, MAX(Delta,0)); } return(minDelta); } /* A gettimeofday routine to give access to the wall clock timer on most UNIX-like systems. */ #include <sys/time.h> double mysecond() { struct timeval tp; struct timezone tzp; int i; i = gettimeofday(&tp,&tzp); return ( (double) tp.tv_sec + (double) tp.tv_usec * 1.e-6 ); } #ifndef abs #define abs(a) ((a) >= 0 ? (a) : -(a)) #endif void checkSTREAMresults () { STREAM_TYPE aj,bj,cj,scalar; STREAM_TYPE aSumErr,bSumErr,cSumErr; STREAM_TYPE aAvgErr,bAvgErr,cAvgErr; double epsilon; ssize_t j; int k,ierr,err; /* reproduce initialization */ aj = 1.0; bj = 2.0; cj = 0.0; /* a[] is modified during timing check */ aj = 2.0E0 * aj; /* now execute timing loop */ scalar = 3.0; for (k=0; k<NTIMES; k++) { cj = aj; bj = scalar*cj; cj = aj+bj; aj = bj+scalar*cj; } /* accumulate deltas between observed and expected results */ aSumErr = 0.0; bSumErr = 0.0; cSumErr = 0.0; for (j=0; j<STREAM_ARRAY_SIZE; j++) { aSumErr += abs(a[j] - aj); bSumErr += abs(b[j] - bj); cSumErr += abs(c[j] - cj); // if (j == 417) printf("Index 417: c[j]: %f, cj: %f\n",c[j],cj); // MCCALPIN } aAvgErr = aSumErr / (STREAM_TYPE) STREAM_ARRAY_SIZE; bAvgErr = bSumErr / (STREAM_TYPE) STREAM_ARRAY_SIZE; cAvgErr = cSumErr / (STREAM_TYPE) STREAM_ARRAY_SIZE; if (sizeof(STREAM_TYPE) == 4) { epsilon = 1.e-6; } else if (sizeof(STREAM_TYPE) == 8) { epsilon = 1.e-13; } else { printf("WEIRD: sizeof(STREAM_TYPE) = %lu\n",sizeof(STREAM_TYPE)); epsilon = 1.e-6; } err = 0; if (abs(aAvgErr/aj) > epsilon) { err++; printf ("Failed Validation on array a[], AvgRelAbsErr > epsilon (%e)\n",epsilon); printf (" Expected Value: %e, AvgAbsErr: %e, AvgRelAbsErr: %e\n",aj,aAvgErr,abs(aAvgErr)/aj); ierr = 0; for (j=0; j<STREAM_ARRAY_SIZE; j++) { if (abs(a[j]/aj-1.0) > epsilon) { ierr++; #ifdef VERBOSE if (ierr < 10) { printf(" array a: index: %ld, expected: %e, observed: %e, relative error: %e\n", j,aj,a[j],abs((aj-a[j])/aAvgErr)); } #endif } } printf(" For array a[], %d errors were found.\n",ierr); } if (abs(bAvgErr/bj) > epsilon) { err++; printf ("Failed Validation on array b[], AvgRelAbsErr > epsilon (%e)\n",epsilon); printf (" Expected Value: %e, AvgAbsErr: %e, AvgRelAbsErr: %e\n",bj,bAvgErr,abs(bAvgErr)/bj); printf (" AvgRelAbsErr > Epsilon (%e)\n",epsilon); ierr = 0; for (j=0; j<STREAM_ARRAY_SIZE; j++) { if (abs(b[j]/bj-1.0) > epsilon) { ierr++; #ifdef VERBOSE if (ierr < 10) { printf(" array b: index: %ld, expected: %e, observed: %e, relative error: %e\n", j,bj,b[j],abs((bj-b[j])/bAvgErr)); } #endif } } printf(" For array b[], %d errors were found.\n",ierr); } if (abs(cAvgErr/cj) > epsilon) { err++; printf ("Failed Validation on array c[], AvgRelAbsErr > epsilon (%e)\n",epsilon); printf (" Expected Value: %e, AvgAbsErr: %e, AvgRelAbsErr: %e\n",cj,cAvgErr,abs(cAvgErr)/cj); printf (" AvgRelAbsErr > Epsilon (%e)\n",epsilon); ierr = 0; for (j=0; j<STREAM_ARRAY_SIZE; j++) { if (abs(c[j]/cj-1.0) > epsilon) { ierr++; #ifdef VERBOSE if (ierr < 10) { printf(" array c: index: %ld, expected: %e, observed: %e, relative error: %e\n", j,cj,c[j],abs((cj-c[j])/cAvgErr)); } #endif } } printf(" For array c[], %d errors were found.\n",ierr); } if (err == 0) { printf ("Solution Validates: avg error less than %e on all three arrays\n",epsilon); } #ifdef VERBOSE printf ("Results Validation Verbose Results: \n"); printf (" Expected a(1), b(1), c(1): %f %f %f \n",aj,bj,cj); printf (" Observed a(1), b(1), c(1): %f %f %f \n",a[1],b[1],c[1]); printf (" Rel Errors on a, b, c: %e %e %e \n",abs(aAvgErr/aj),abs(bAvgErr/bj),abs(cAvgErr/cj)); #endif } #ifdef TUNED /* stubs for "tuned" versions of the kernels */ void tuned_STREAM_Copy() { ssize_t j; #pragma omp parallel for for (j=0; j<STREAM_ARRAY_SIZE; j++) c[j] = a[j]; } void tuned_STREAM_Scale(STREAM_TYPE scalar) { ssize_t j; #pragma omp parallel for for (j=0; j<STREAM_ARRAY_SIZE; j++) b[j] = scalar*c[j]; } void tuned_STREAM_Add() { ssize_t j; #pragma omp parallel for for (j=0; j<STREAM_ARRAY_SIZE; j++) c[j] = a[j]+b[j]; } void tuned_STREAM_Triad(STREAM_TYPE scalar) { ssize_t j; #pragma omp parallel for for (j=0; j<STREAM_ARRAY_SIZE; j++) a[j] = b[j]+scalar*c[j]; } /* end of stubs for the "tuned" versions of the kernels */ #endif
distribute_simd_misc_messages.c
// RUN: %clang_cc1 -fsyntax-only -fopenmp -verify %s -Wuninitialized // RUN: %clang_cc1 -fsyntax-only -fopenmp-simd -verify %s -Wuninitialized void xxx(int argc) { int x; // expected-note {{initialize the variable 'x' to silence this warning}} #pragma omp distribute simd for (int i = 0; i < 10; ++i) argc = x; // expected-warning {{variable 'x' is uninitialized when used here}} } // expected-error@+1 {{unexpected OpenMP directive '#pragma omp distribute simd'}} #pragma omp distribute simd // expected-error@+1 {{unexpected OpenMP directive '#pragma omp distribute simd'}} #pragma omp distribute simd foo // expected-error@+1 {{unexpected OpenMP directive '#pragma omp distribute simd'}} #pragma omp distribute simd safelen(4) void test_no_clause() { int i; #pragma omp target #pragma omp teams #pragma omp distribute simd for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+2 {{statement after '#pragma omp distribute simd' must be a for loop}} #pragma omp distribute simd ++i; } void test_branch_protected_scope() { int i = 0; L1: ++i; int x[24]; #pragma omp target #pragma omp teams #pragma omp distribute simd for (i = 0; i < 16; ++i) { if (i == 5) goto L1; // expected-error {{use of undeclared label 'L1'}} else if (i == 6) return; // expected-error {{cannot return from OpenMP region}} else if (i == 7) goto L2; else if (i == 8) { L2: x[i]++; } } if (x[0] == 0) goto L2; // expected-error {{use of undeclared label 'L2'}} else if (x[1] == 1) goto L1; } void test_invalid_clause() { int i; #pragma omp target #pragma omp teams // expected-warning@+1 {{extra tokens at the end of '#pragma omp distribute simd' are ignored}} #pragma omp distribute simd foo bar for (i = 0; i < 16; ++i) ; } void test_non_identifiers() { int i, x; #pragma omp target #pragma omp teams // expected-warning@+1 {{extra tokens at the end of '#pragma omp distribute simd' are ignored}} #pragma omp distribute simd; for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-warning@+1 {{extra tokens at the end of '#pragma omp distribute simd' are ignored}} #pragma omp distribute simd private(x); for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-warning@+1 {{extra tokens at the end of '#pragma omp distribute simd' are ignored}} #pragma omp distribute simd, private(x); for (i = 0; i < 16; ++i) ; } extern int foo(); void test_safelen() { int i; #pragma omp target #pragma omp teams // expected-error@+1 {{expected '('}} #pragma omp distribute simd safelen for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expected expression}} expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp distribute simd safelen( for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expected expression}} #pragma omp distribute simd safelen() for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expected expression}} expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp distribute simd safelen(, for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expected expression}} expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp distribute simd safelen(, ) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-warning@+2 {{extra tokens at the end of '#pragma omp distribute simd' are ignored}} // expected-error@+1 {{expected '('}} #pragma omp distribute simd safelen 4) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+2 {{expected ')'}} // expected-note@+1 {{to match this '('}} #pragma omp distribute simd safelen(4 for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+2 {{expected ')'}} // expected-note@+1 {{to match this '('}} #pragma omp distribute simd safelen(4, for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+2 {{expected ')'}} // expected-note@+1 {{to match this '('}} #pragma omp distribute simd safelen(4, ) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // xxpected-error@+1 {{expected expression}} #pragma omp distribute simd safelen(4) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+2 {{expected ')'}} // expected-note@+1 {{to match this '('}} #pragma omp distribute simd safelen(4 4) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+2 {{expected ')'}} // expected-note@+1 {{to match this '('}} #pragma omp distribute simd safelen(4, , 4) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams #pragma omp distribute simd safelen(4) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+2 {{expected ')'}} // expected-note@+1 {{to match this '('}} #pragma omp distribute simd safelen(4, 8) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expression is not an integer constant expression}} #pragma omp distribute simd safelen(2.5) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expression is not an integer constant expression}} #pragma omp distribute simd safelen(foo()) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{argument to 'safelen' clause must be a strictly positive integer value}} #pragma omp distribute simd safelen(-5) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{argument to 'safelen' clause must be a strictly positive integer value}} #pragma omp distribute simd safelen(0) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{argument to 'safelen' clause must be a strictly positive integer value}} #pragma omp distribute simd safelen(5 - 5) for (i = 0; i < 16; ++i) ; } void test_simdlen() { int i; #pragma omp target #pragma omp teams // expected-error@+1 {{expected '('}} #pragma omp distribute simd simdlen for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expected expression}} expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp distribute simd simdlen( for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expected expression}} #pragma omp distribute simd simdlen() for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expected expression}} expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp distribute simd simdlen(, for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expected expression}} expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp distribute simd simdlen(, ) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-warning@+2 {{extra tokens at the end of '#pragma omp distribute simd' are ignored}} // expected-error@+1 {{expected '('}} #pragma omp distribute simd simdlen 4) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+2 {{expected ')'}} // expected-note@+1 {{to match this '('}} #pragma omp distribute simd simdlen(4 for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+2 {{expected ')'}} // expected-note@+1 {{to match this '('}} #pragma omp distribute simd simdlen(4, for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+2 {{expected ')'}} // expected-note@+1 {{to match this '('}} #pragma omp distribute simd simdlen(4, ) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams #pragma omp distribute simd simdlen(4) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+2 {{expected ')'}} // expected-note@+1 {{to match this '('}} #pragma omp distribute simd simdlen(4 4) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+2 {{expected ')'}} // expected-note@+1 {{to match this '('}} #pragma omp distribute simd simdlen(4, , 4) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams #pragma omp distribute simd simdlen(4) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+2 {{expected ')'}} // expected-note@+1 {{to match this '('}} #pragma omp distribute simd simdlen(4, 8) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expression is not an integer constant expression}} #pragma omp distribute simd simdlen(2.5) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expression is not an integer constant expression}} #pragma omp distribute simd simdlen(foo()) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{argument to 'simdlen' clause must be a strictly positive integer value}} #pragma omp distribute simd simdlen(-5) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{argument to 'simdlen' clause must be a strictly positive integer value}} #pragma omp distribute simd simdlen(0) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{argument to 'simdlen' clause must be a strictly positive integer value}} #pragma omp distribute simd simdlen(5 - 5) for (i = 0; i < 16; ++i) ; } void test_safelen_simdlen() { int i; #pragma omp target #pragma omp teams // expected-error@+1 {{the value of 'simdlen' parameter must be less than or equal to the value of the 'safelen' parameter}} #pragma omp distribute simd simdlen(6) safelen(5) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{the value of 'simdlen' parameter must be less than or equal to the value of the 'safelen' parameter}} #pragma omp distribute simd safelen(5) simdlen(6) for (i = 0; i < 16; ++i) ; } void test_collapse() { int i; #pragma omp target #pragma omp teams // expected-error@+1 {{expected '('}} #pragma omp distribute simd collapse for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expected expression}} expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp distribute simd collapse( for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expected expression}} #pragma omp distribute simd collapse() for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expected expression}} expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp distribute simd collapse(, for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expected expression}} expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp distribute simd collapse(, ) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-warning@+2 {{extra tokens at the end of '#pragma omp distribute simd' are ignored}} // expected-error@+1 {{expected '('}} #pragma omp distribute simd collapse 4) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+2 {{expected ')'}} // expected-note@+1 {{to match this '('}} expected-note@+1 {{as specified in 'collapse' clause}} #pragma omp distribute simd collapse(4 for (i = 0; i < 16; ++i) ; // expected-error {{expected 4 for loops after '#pragma omp distribute simd', but found only 1}} #pragma omp target #pragma omp teams // expected-error@+2 {{expected ')'}} // expected-note@+1 {{to match this '('}} expected-note@+1 {{as specified in 'collapse' clause}} #pragma omp distribute simd collapse(4, for (i = 0; i < 16; ++i) ; // expected-error {{expected 4 for loops after '#pragma omp distribute simd', but found only 1}} #pragma omp target #pragma omp teams // expected-error@+2 {{expected ')'}} // expected-note@+1 {{to match this '('}} expected-note@+1 {{as specified in 'collapse' clause}} #pragma omp distribute simd collapse(4, ) for (i = 0; i < 16; ++i) ; // expected-error {{expected 4 for loops after '#pragma omp distribute simd', but found only 1}} #pragma omp target #pragma omp teams // xxpected-error@+1 {{expected expression}} expected-note@+1 {{as specified in 'collapse' clause}} #pragma omp distribute simd collapse(4) for (i = 0; i < 16; ++i) ; // expected-error {{expected 4 for loops after '#pragma omp distribute simd', but found only 1}} #pragma omp target #pragma omp teams // expected-error@+2 {{expected ')'}} // expected-note@+1 {{to match this '('}} expected-note@+1 {{as specified in 'collapse' clause}} #pragma omp distribute simd collapse(4 4) for (i = 0; i < 16; ++i) ; // expected-error {{expected 4 for loops after '#pragma omp distribute simd', but found only 1}} #pragma omp target #pragma omp teams // expected-error@+2 {{expected ')'}} // expected-note@+1 {{to match this '('}} expected-note@+1 {{as specified in 'collapse' clause}} #pragma omp distribute simd collapse(4, , 4) for (i = 0; i < 16; ++i) ; // expected-error {{expected 4 for loops after '#pragma omp distribute simd', but found only 1}} #pragma omp target #pragma omp teams #pragma omp distribute simd collapse(4) for (int i1 = 0; i1 < 16; ++i1) for (int i2 = 0; i2 < 16; ++i2) for (int i3 = 0; i3 < 16; ++i3) for (int i4 = 0; i4 < 16; ++i4) foo(); #pragma omp target #pragma omp teams // expected-error@+2 {{expected ')'}} // expected-note@+1 {{to match this '('}} expected-note@+1 {{as specified in 'collapse' clause}} #pragma omp distribute simd collapse(4, 8) for (i = 0; i < 16; ++i) ; // expected-error {{expected 4 for loops after '#pragma omp distribute simd', but found only 1}} #pragma omp target #pragma omp teams // expected-error@+1 {{expression is not an integer constant expression}} #pragma omp distribute simd collapse(2.5) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expression is not an integer constant expression}} #pragma omp distribute simd collapse(foo()) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{argument to 'collapse' clause must be a strictly positive integer value}} #pragma omp distribute simd collapse(-5) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{argument to 'collapse' clause must be a strictly positive integer value}} #pragma omp distribute simd collapse(0) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{argument to 'collapse' clause must be a strictly positive integer value}} #pragma omp distribute simd collapse(5 - 5) for (i = 0; i < 16; ++i) ; // expected-note@+3 2 {{defined as reduction}} #pragma omp target #pragma omp teams #pragma omp distribute simd collapse(2) reduction(+ : i) for (i = 0; i < 16; ++i) // expected-error {{loop iteration variable in the associated loop of 'omp distribute simd' directive may not be reduction, predetermined as lastprivate}} // expected-note@+1 {{variable with automatic storage duration is predetermined as private; perhaps you forget to enclose 'omp for' directive into a parallel or another task region?}} for (int j = 0; j < 16; ++j) // expected-error@+2 2 {{reduction variable must be shared}} // expected-error@+1 {{OpenMP constructs may not be nested inside a simd region}} #pragma omp for reduction(+ : i, j) for (int k = 0; k < 16; ++k) i += j; #pragma omp target #pragma omp teams for (i = 0; i < 16; ++i) for (int j = 0; j < 16; ++j) #pragma omp distribute simd reduction(+ : i, j) for (int k = 0; k < 16; ++k) i += j; } void test_linear() { int i; #pragma omp target #pragma omp teams // expected-error@+1 {{expected expression}} expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp distribute simd linear( for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+2 {{expected expression}} // expected-error@+1 {{expected expression}} expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp distribute simd linear(, for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+2 {{expected expression}} // expected-error@+1 {{expected expression}} #pragma omp distribute simd linear(, ) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expected expression}} #pragma omp distribute simd linear() for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expected expression}} #pragma omp distribute simd linear(int) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expected variable name}} #pragma omp distribute simd linear(0) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{use of undeclared identifier 'x'}} #pragma omp distribute simd linear(x) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+2 {{use of undeclared identifier 'x'}} // expected-error@+1 {{use of undeclared identifier 'y'}} #pragma omp distribute simd linear(x, y) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+3 {{use of undeclared identifier 'x'}} // expected-error@+2 {{use of undeclared identifier 'y'}} // expected-error@+1 {{use of undeclared identifier 'z'}} #pragma omp distribute simd linear(x, y, z) for (i = 0; i < 16; ++i) ; } void test_aligned() { int i; #pragma omp target #pragma omp teams // expected-error@+1 {{expected expression}} expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp distribute simd aligned( for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+2 {{expected expression}} // expected-error@+1 {{expected expression}} expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp distribute simd aligned(, for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+2 {{expected expression}} // expected-error@+1 {{expected expression}} #pragma omp distribute simd aligned(, ) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expected expression}} #pragma omp distribute simd aligned() for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expected expression}} #pragma omp distribute simd aligned(int) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expected variable name}} #pragma omp distribute simd aligned(0) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{use of undeclared identifier 'x'}} #pragma omp distribute simd aligned(x) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+2 {{use of undeclared identifier 'x'}} // expected-error@+1 {{use of undeclared identifier 'y'}} #pragma omp distribute simd aligned(x, y) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+3 {{use of undeclared identifier 'x'}} // expected-error@+2 {{use of undeclared identifier 'y'}} // expected-error@+1 {{use of undeclared identifier 'z'}} #pragma omp distribute simd aligned(x, y, z) for (i = 0; i < 16; ++i) ; int *x, y, z[25]; // expected-note 4 {{'y' defined here}} #pragma omp target #pragma omp teams #pragma omp distribute simd aligned(x) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams #pragma omp distribute simd aligned(z) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expected expression}} #pragma omp distribute simd aligned(x :) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expected expression}} expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp distribute simd aligned(x :, ) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams #pragma omp distribute simd aligned(x : 1) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams #pragma omp distribute simd aligned(x : 2 * 2) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp distribute simd aligned(x : 1, y) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp distribute simd aligned(x : 1, y, z : 1) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{argument of aligned clause should be array or pointer, not 'int'}} #pragma omp distribute simd aligned(x, y) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{argument of aligned clause should be array or pointer, not 'int'}} #pragma omp distribute simd aligned(x, y, z) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-note@+2 {{defined as aligned}} // expected-error@+1 {{a variable cannot appear in more than one aligned clause}} #pragma omp distribute simd aligned(x) aligned(z, x) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-note@+3 {{defined as aligned}} // expected-error@+2 {{a variable cannot appear in more than one aligned clause}} // expected-error@+1 2 {{argument of aligned clause should be array or pointer, not 'int'}} #pragma omp distribute simd aligned(x, y, z) aligned(y, z) for (i = 0; i < 16; ++i) ; } void test_private() { int i; #pragma omp target #pragma omp teams // expected-error@+2 {{expected expression}} // expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp distribute simd private( for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+2 {{expected ')'}} expected-note@+2 {{to match this '('}} // expected-error@+1 2 {{expected expression}} #pragma omp distribute simd private(, for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 2 {{expected expression}} #pragma omp distribute simd private(, ) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expected expression}} #pragma omp distribute simd private() for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expected expression}} #pragma omp distribute simd private(int) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expected variable name}} #pragma omp distribute simd private(0) for (i = 0; i < 16; ++i) ; int x, y, z; #pragma omp target #pragma omp teams #pragma omp distribute simd private(x) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams #pragma omp distribute simd private(x, y) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams #pragma omp distribute simd private(x, y, z) for (i = 0; i < 16; ++i) { x = y * i + z; } } void test_firstprivate() { int i; #pragma omp target #pragma omp teams // expected-error@+2 {{expected ')'}} expected-note@+2 {{to match this '('}} // expected-error@+1 {{expected expression}} #pragma omp distribute simd firstprivate( for (i = 0; i < 16; ++i) ; } void test_lastprivate() { int i; #pragma omp target #pragma omp teams // expected-error@+2 {{expected ')'}} expected-note@+2 {{to match this '('}} // expected-error@+1 {{expected expression}} #pragma omp distribute simd lastprivate( for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+2 {{expected ')'}} expected-note@+2 {{to match this '('}} // expected-error@+1 2 {{expected expression}} #pragma omp distribute simd lastprivate(, for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 2 {{expected expression}} #pragma omp distribute simd lastprivate(, ) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expected expression}} #pragma omp distribute simd lastprivate() for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expected expression}} #pragma omp distribute simd lastprivate(int) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expected variable name}} #pragma omp distribute simd lastprivate(0) for (i = 0; i < 16; ++i) ; int x, y, z; #pragma omp target #pragma omp teams #pragma omp distribute simd lastprivate(x) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams #pragma omp distribute simd lastprivate(x, y) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams #pragma omp distribute simd lastprivate(x, y, z) for (i = 0; i < 16; ++i) ; } void test_reduction() { int i, x, y; #pragma omp target #pragma omp teams // expected-error@+3 {{expected ')'}} expected-note@+3 {{to match this '('}} // expected-error@+2 {{expected identifier}} // expected-warning@+1 {{missing ':' after reduction identifier - ignoring}} #pragma omp distribute simd reduction( for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+2 {{expected identifier}} // expected-warning@+1 {{missing ':' after reduction identifier - ignoring}} #pragma omp distribute simd reduction() for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+2 {{expected expression}} // expected-warning@+1 {{missing ':' after reduction identifier - ignoring}} #pragma omp distribute simd reduction(x) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expected identifier}} #pragma omp distribute simd reduction( : x) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+3 {{expected ')'}} expected-note@+3 {{to match this '('}} // expected-error@+2 {{expected identifier}} // expected-warning@+1 {{missing ':' after reduction identifier - ignoring}} #pragma omp distribute simd reduction(, for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+3 {{expected ')'}} expected-note@+3 {{to match this '('}} // expected-error@+2 {{expected expression}} // expected-warning@+1 {{missing ':' after reduction identifier - ignoring}} #pragma omp distribute simd reduction(+ for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+3 {{expected ')'}} expected-note@+3 {{to match this '('}} // // expected-error@+1 {{expected expression}} #pragma omp distribute simd reduction(+: for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expected expression}} #pragma omp distribute simd reduction(+ :) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expected expression}} #pragma omp distribute simd reduction(+ :, y) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expected expression}} #pragma omp distribute simd reduction(+ : x, + : y) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expected identifier}} #pragma omp distribute simd reduction(% : x) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams #pragma omp distribute simd reduction(+ : x) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams #pragma omp distribute simd reduction(* : x) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams #pragma omp distribute simd reduction(- : x) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams #pragma omp distribute simd reduction(& : x) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams #pragma omp distribute simd reduction(| : x) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams #pragma omp distribute simd reduction(^ : x) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams #pragma omp distribute simd reduction(&& : x) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams #pragma omp distribute simd reduction(|| : x) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams #pragma omp distribute simd reduction(max : x) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams #pragma omp distribute simd reduction(min : x) for (i = 0; i < 16; ++i) ; struct X { int x; }; struct X X; #pragma omp target #pragma omp teams // expected-error@+1 {{expected variable name}} #pragma omp distribute simd reduction(+ : X.x) for (i = 0; i < 16; ++i) ; #pragma omp target #pragma omp teams // expected-error@+1 {{expected variable name}} #pragma omp distribute simd reduction(+ : x + x) for (i = 0; i < 16; ++i) ; } void test_loop_messages() { float a[100], b[100], c[100]; #pragma omp target #pragma omp teams // expected-error@+2 {{variable must be of integer or pointer type}} #pragma omp distribute simd for (float fi = 0; fi < 10.0; fi++) { c[(int)fi] = a[(int)fi] + b[(int)fi]; } #pragma omp target #pragma omp teams // expected-error@+2 {{variable must be of integer or pointer type}} #pragma omp distribute simd for (double fi = 0; fi < 10.0; fi++) { c[(int)fi] = a[(int)fi] + b[(int)fi]; } } void linear_modifiers(int argc) { int k; #pragma omp target #pragma omp teams #pragma omp distribute simd linear(k) for (k = 0; k < argc; ++k) ++k; #pragma omp target #pragma omp teams #pragma omp distribute simd linear(val(k)) for (k = 0; k < argc; ++k) ++k; #pragma omp target #pragma omp teams #pragma omp distribute simd linear(uval(k)) // expected-error {{expected 'val' modifier}} for (k = 0; k < argc; ++k) ++k; #pragma omp target #pragma omp teams #pragma omp distribute simd linear(ref(k)) // expected-error {{expected 'val' modifier}} for (k = 0; k < argc; ++k) ++k; #pragma omp target #pragma omp teams #pragma omp distribute simd linear(foo(k)) // expected-error {{expected 'val' modifier}} for (k = 0; k < argc; ++k) ++k; }
resize.c
/* %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % % % % % % RRRR EEEEE SSSSS IIIII ZZZZZ EEEEE % % R R E SS I ZZ E % % RRRR EEE SSS I ZZZ EEE % % R R E SS I ZZ E % % R R EEEEE SSSSS IIIII ZZZZZ EEEEE % % % % % % MagickCore Image Resize Methods % % % % Software Design % % Cristy % % July 1992 % % % % % % Copyright 1999-2018 ImageMagick Studio LLC, a non-profit organization % % dedicated to making software imaging solutions freely available. % % % % You may not use this file except in compliance with the License. You may % % obtain a copy of the License at % % % % https://www.imagemagick.org/script/license.php % % % % Unless required by applicable law or agreed to in writing, software % % distributed under the License is distributed on an "AS IS" BASIS, % % WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. % % See the License for the specific language governing permissions and % % limitations under the License. % % % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % */ /* Include declarations. */ #include "MagickCore/studio.h" #include "MagickCore/accelerate-private.h" #include "MagickCore/artifact.h" #include "MagickCore/blob.h" #include "MagickCore/cache.h" #include "MagickCore/cache-view.h" #include "MagickCore/channel.h" #include "MagickCore/color.h" #include "MagickCore/color-private.h" #include "MagickCore/draw.h" #include "MagickCore/exception.h" #include "MagickCore/exception-private.h" #include "MagickCore/gem.h" #include "MagickCore/image.h" #include "MagickCore/image-private.h" #include "MagickCore/list.h" #include "MagickCore/memory_.h" #include "MagickCore/memory-private.h" #include "MagickCore/magick.h" #include "MagickCore/pixel-accessor.h" #include "MagickCore/property.h" #include "MagickCore/monitor.h" #include "MagickCore/monitor-private.h" #include "MagickCore/nt-base-private.h" #include "MagickCore/option.h" #include "MagickCore/pixel.h" #include "MagickCore/pixel-private.h" #include "MagickCore/quantum-private.h" #include "MagickCore/resample.h" #include "MagickCore/resample-private.h" #include "MagickCore/resize.h" #include "MagickCore/resize-private.h" #include "MagickCore/resource_.h" #include "MagickCore/string_.h" #include "MagickCore/string-private.h" #include "MagickCore/thread-private.h" #include "MagickCore/token.h" #include "MagickCore/utility.h" #include "MagickCore/utility-private.h" #include "MagickCore/version.h" #if defined(MAGICKCORE_LQR_DELEGATE) #include <lqr.h> #endif /* Typedef declarations. */ struct _ResizeFilter { double (*filter)(const double,const ResizeFilter *), (*window)(const double,const ResizeFilter *), support, /* filter region of support - the filter support limit */ window_support, /* window support, usally equal to support (expert only) */ scale, /* dimension scaling to fit window support (usally 1.0) */ blur, /* x-scale (blur-sharpen) */ coefficient[7]; /* cubic coefficents for BC-cubic filters */ ResizeWeightingFunctionType filterWeightingType, windowWeightingType; size_t signature; }; /* Forward declaractions. */ static double I0(double x), BesselOrderOne(double), Sinc(const double, const ResizeFilter *), SincFast(const double, const ResizeFilter *); /* %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % % % % % + F i l t e r F u n c t i o n s % % % % % % % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % These are the various filter and windowing functions that are provided. % % They are internal to this module only. See AcquireResizeFilterInfo() for % details of the access to these functions, via the GetResizeFilterSupport() % and GetResizeFilterWeight() API interface. % % The individual filter functions have this format... % % static MagickRealtype *FilterName(const double x,const double support) % % A description of each parameter follows: % % o x: the distance from the sampling point generally in the range of 0 to % support. The GetResizeFilterWeight() ensures this a positive value. % % o resize_filter: current filter information. This allows function to % access support, and possibly other pre-calculated information defining % the functions. % */ static double Blackman(const double x, const ResizeFilter *magick_unused(resize_filter)) { /* Blackman: 2nd order cosine windowing function: 0.42 + 0.5 cos(pi x) + 0.08 cos(2pi x) Refactored by Chantal Racette and Nicolas Robidoux to one trig call and five flops. */ const double cosine=cos((double) (MagickPI*x)); magick_unreferenced(resize_filter); return(0.34+cosine*(0.5+cosine*0.16)); } static double Bohman(const double x, const ResizeFilter *magick_unused(resize_filter)) { /* Bohman: 2rd Order cosine windowing function: (1-x) cos(pi x) + sin(pi x) / pi. Refactored by Nicolas Robidoux to one trig call, one sqrt call, and 7 flops, taking advantage of the fact that the support of Bohman is 1.0 (so that we know that sin(pi x) >= 0). */ const double cosine=cos((double) (MagickPI*x)); const double sine=sqrt(1.0-cosine*cosine); magick_unreferenced(resize_filter); return((1.0-x)*cosine+(1.0/MagickPI)*sine); } static double Box(const double magick_unused(x), const ResizeFilter *magick_unused(resize_filter)) { magick_unreferenced(x); magick_unreferenced(resize_filter); /* A Box filter is a equal weighting function (all weights equal). DO NOT LIMIT results by support or resize point sampling will work as it requests points beyond its normal 0.0 support size. */ return(1.0); } static double Cosine(const double x, const ResizeFilter *magick_unused(resize_filter)) { magick_unreferenced(resize_filter); /* Cosine window function: cos((pi/2)*x). */ return((double)cos((double) (MagickPI2*x))); } static double CubicBC(const double x,const ResizeFilter *resize_filter) { /* Cubic Filters using B,C determined values: Mitchell-Netravali B = 1/3 C = 1/3 "Balanced" cubic spline filter Catmull-Rom B = 0 C = 1/2 Interpolatory and exact on linears Spline B = 1 C = 0 B-Spline Gaussian approximation Hermite B = 0 C = 0 B-Spline interpolator See paper by Mitchell and Netravali, Reconstruction Filters in Computer Graphics Computer Graphics, Volume 22, Number 4, August 1988 http://www.cs.utexas.edu/users/fussell/courses/cs384g/lectures/mitchell/ Mitchell.pdf. Coefficents are determined from B,C values: P0 = ( 6 - 2*B )/6 = coeff[0] P1 = 0 P2 = (-18 +12*B + 6*C )/6 = coeff[1] P3 = ( 12 - 9*B - 6*C )/6 = coeff[2] Q0 = ( 8*B +24*C )/6 = coeff[3] Q1 = ( -12*B -48*C )/6 = coeff[4] Q2 = ( 6*B +30*C )/6 = coeff[5] Q3 = ( - 1*B - 6*C )/6 = coeff[6] which are used to define the filter: P0 + P1*x + P2*x^2 + P3*x^3 0 <= x < 1 Q0 + Q1*x + Q2*x^2 + Q3*x^3 1 <= x < 2 which ensures function is continuous in value and derivative (slope). */ if (x < 1.0) return(resize_filter->coefficient[0]+x*(x* (resize_filter->coefficient[1]+x*resize_filter->coefficient[2]))); if (x < 2.0) return(resize_filter->coefficient[3]+x*(resize_filter->coefficient[4]+x* (resize_filter->coefficient[5]+x*resize_filter->coefficient[6]))); return(0.0); } static double CubicSpline(const double x,const ResizeFilter *resize_filter) { if (resize_filter->support <= 2.0) { /* 2-lobe Spline filter. */ if (x < 1.0) return(((x-9.0/5.0)*x-1.0/5.0)*x+1.0); if (x < 2.0) return(((-1.0/3.0*(x-1.0)+4.0/5.0)*(x-1.0)-7.0/15.0)*(x-1.0)); return(0.0); } if (resize_filter->support <= 3.0) { /* 3-lobe Spline filter. */ if (x < 1.0) return(((13.0/11.0*x-453.0/209.0)*x-3.0/209.0)*x+1.0); if (x < 2.0) return(((-6.0/11.0*(x-1.0)+270.0/209.0)*(x-1.0)-156.0/209.0)*(x-1.0)); if (x < 3.0) return(((1.0/11.0*(x-2.0)-45.0/209.0)*(x-2.0)+26.0/209.0)*(x-2.0)); return(0.0); } /* 4-lobe Spline filter. */ if (x < 1.0) return(((49.0/41.0*x-6387.0/2911.0)*x-3.0/2911.0)*x+1.0); if (x < 2.0) return(((-24.0/41.0*(x-1.0)+4032.0/2911.0)*(x-1.0)-2328.0/2911.0)*(x-1.0)); if (x < 3.0) return(((6.0/41.0*(x-2.0)-1008.0/2911.0)*(x-2.0)+582.0/2911.0)*(x-2.0)); if (x < 4.0) return(((-1.0/41.0*(x-3.0)+168.0/2911.0)*(x-3.0)-97.0/2911.0)*(x-3.0)); return(0.0); } static double Gaussian(const double x,const ResizeFilter *resize_filter) { /* Gaussian with a sigma = 1/2 (or as user specified) Gaussian Formula (1D) ... exp( -(x^2)/((2.0*sigma^2) ) / (sqrt(2*PI)*sigma^2)) Gaussian Formula (2D) ... exp( -(x^2+y^2)/(2.0*sigma^2) ) / (PI*sigma^2) ) or for radius exp( -(r^2)/(2.0*sigma^2) ) / (PI*sigma^2) ) Note that it is only a change from 1-d to radial form is in the normalization multiplier which is not needed or used when Gaussian is used as a filter. The constants are pre-calculated... coeff[0]=sigma; coeff[1]=1.0/(2.0*sigma^2); coeff[2]=1.0/(sqrt(2*PI)*sigma^2); exp( -coeff[1]*(x^2)) ) * coeff[2]; However the multiplier coeff[1] is need, the others are informative only. This separates the gaussian 'sigma' value from the 'blur/support' settings allowing for its use in special 'small sigma' gaussians, without the filter 'missing' pixels because the support becomes too small. */ return(exp((double)(-resize_filter->coefficient[1]*x*x))); } static double Hann(const double x, const ResizeFilter *magick_unused(resize_filter)) { /* Cosine window function: 0.5+0.5*cos(pi*x). */ const double cosine=cos((double) (MagickPI*x)); magick_unreferenced(resize_filter); return(0.5+0.5*cosine); } static double Hamming(const double x, const ResizeFilter *magick_unused(resize_filter)) { /* Offset cosine window function: .54 + .46 cos(pi x). */ const double cosine=cos((double) (MagickPI*x)); magick_unreferenced(resize_filter); return(0.54+0.46*cosine); } static double Jinc(const double x, const ResizeFilter *magick_unused(resize_filter)) { magick_unreferenced(resize_filter); /* See Pratt "Digital Image Processing" p.97 for Jinc/Bessel functions. http://mathworld.wolfram.com/JincFunction.html and page 11 of http://www.ph.ed.ac.uk/%7ewjh/teaching/mo/slides/lens/lens.pdf The original "zoom" program by Paul Heckbert called this "Bessel". But really it is more accurately named "Jinc". */ if (x == 0.0) return(0.5*MagickPI); return(BesselOrderOne(MagickPI*x)/x); } static double Kaiser(const double x,const ResizeFilter *resize_filter) { /* Kaiser Windowing Function (bessel windowing) I0( beta * sqrt( 1-x^2) ) / IO(0) Beta (coeff[0]) is a free value from 5 to 8 (defaults to 6.5). However it is typically defined in terms of Alpha*PI The normalization factor (coeff[1]) is not actually needed, but without it the filters has a large value at x=0 making it difficult to compare the function with other windowing functions. */ return(resize_filter->coefficient[1]*I0(resize_filter->coefficient[0]* sqrt((double) (1.0-x*x)))); } static double Lagrange(const double x,const ResizeFilter *resize_filter) { double value; register ssize_t i; ssize_t n, order; /* Lagrange piecewise polynomial fit of sinc: N is the 'order' of the lagrange function and depends on the overall support window size of the filter. That is: for a support of 2, it gives a lagrange-4 (piecewise cubic function). "n" identifies the piece of the piecewise polynomial. See Survey: Interpolation Methods, IEEE Transactions on Medical Imaging, Vol 18, No 11, November 1999, p1049-1075, -- Equation 27 on p1064. */ if (x > resize_filter->support) return(0.0); order=(ssize_t) (2.0*resize_filter->window_support); /* number of pieces */ n=(ssize_t) (resize_filter->window_support+x); value=1.0f; for (i=0; i < order; i++) if (i != n) value*=(n-i-x)/(n-i); return(value); } static double Quadratic(const double x, const ResizeFilter *magick_unused(resize_filter)) { magick_unreferenced(resize_filter); /* 2rd order (quadratic) B-Spline approximation of Gaussian. */ if (x < 0.5) return(0.75-x*x); if (x < 1.5) return(0.5*(x-1.5)*(x-1.5)); return(0.0); } static double Sinc(const double x, const ResizeFilter *magick_unused(resize_filter)) { magick_unreferenced(resize_filter); /* Scaled sinc(x) function using a trig call: sinc(x) == sin(pi x)/(pi x). */ if (x != 0.0) { const double alpha=(double) (MagickPI*x); return(sin((double) alpha)/alpha); } return((double) 1.0); } static double SincFast(const double x, const ResizeFilter *magick_unused(resize_filter)) { magick_unreferenced(resize_filter); /* Approximations of the sinc function sin(pi x)/(pi x) over the interval [-4,4] constructed by Nicolas Robidoux and Chantal Racette with funding from the Natural Sciences and Engineering Research Council of Canada. Although the approximations are polynomials (for low order of approximation) and quotients of polynomials (for higher order of approximation) and consequently are similar in form to Taylor polynomials / Pade approximants, the approximations are computed with a completely different technique. Summary: These approximations are "the best" in terms of bang (accuracy) for the buck (flops). More specifically: Among the polynomial quotients that can be computed using a fixed number of flops (with a given "+ - * / budget"), the chosen polynomial quotient is the one closest to the approximated function with respect to maximum absolute relative error over the given interval. The Remez algorithm, as implemented in the boost library's minimax package, is the key to the construction: http://www.boost.org/doc/libs/1_36_0/libs/ math/doc/sf_and_dist/html/math_toolkit/backgrounders/remez.html If outside of the interval of approximation, use the standard trig formula. */ if (x > 4.0) { const double alpha=(double) (MagickPI*x); return(sin((double) alpha)/alpha); } { /* The approximations only depend on x^2 (sinc is an even function). */ const double xx = x*x; #if MAGICKCORE_QUANTUM_DEPTH <= 8 /* Maximum absolute relative error 6.3e-6 < 1/2^17. */ const double c0 = 0.173610016489197553621906385078711564924e-2L; const double c1 = -0.384186115075660162081071290162149315834e-3L; const double c2 = 0.393684603287860108352720146121813443561e-4L; const double c3 = -0.248947210682259168029030370205389323899e-5L; const double c4 = 0.107791837839662283066379987646635416692e-6L; const double c5 = -0.324874073895735800961260474028013982211e-8L; const double c6 = 0.628155216606695311524920882748052490116e-10L; const double c7 = -0.586110644039348333520104379959307242711e-12L; const double p = c0+xx*(c1+xx*(c2+xx*(c3+xx*(c4+xx*(c5+xx*(c6+xx*c7)))))); return((xx-1.0)*(xx-4.0)*(xx-9.0)*(xx-16.0)*p); #elif MAGICKCORE_QUANTUM_DEPTH <= 16 /* Max. abs. rel. error 2.2e-8 < 1/2^25. */ const double c0 = 0.173611107357320220183368594093166520811e-2L; const double c1 = -0.384240921114946632192116762889211361285e-3L; const double c2 = 0.394201182359318128221229891724947048771e-4L; const double c3 = -0.250963301609117217660068889165550534856e-5L; const double c4 = 0.111902032818095784414237782071368805120e-6L; const double c5 = -0.372895101408779549368465614321137048875e-8L; const double c6 = 0.957694196677572570319816780188718518330e-10L; const double c7 = -0.187208577776590710853865174371617338991e-11L; const double c8 = 0.253524321426864752676094495396308636823e-13L; const double c9 = -0.177084805010701112639035485248501049364e-15L; const double p = c0+xx*(c1+xx*(c2+xx*(c3+xx*(c4+xx*(c5+xx*(c6+xx*(c7+xx*(c8+xx*c9)))))))); return((xx-1.0)*(xx-4.0)*(xx-9.0)*(xx-16.0)*p); #else /* Max. abs. rel. error 1.2e-12 < 1/2^39. */ const double c0 = 0.173611111110910715186413700076827593074e-2L; const double c1 = -0.289105544717893415815859968653611245425e-3L; const double c2 = 0.206952161241815727624413291940849294025e-4L; const double c3 = -0.834446180169727178193268528095341741698e-6L; const double c4 = 0.207010104171026718629622453275917944941e-7L; const double c5 = -0.319724784938507108101517564300855542655e-9L; const double c6 = 0.288101675249103266147006509214934493930e-11L; const double c7 = -0.118218971804934245819960233886876537953e-13L; const double p = c0+xx*(c1+xx*(c2+xx*(c3+xx*(c4+xx*(c5+xx*(c6+xx*c7)))))); const double d0 = 1.0L; const double d1 = 0.547981619622284827495856984100563583948e-1L; const double d2 = 0.134226268835357312626304688047086921806e-2L; const double d3 = 0.178994697503371051002463656833597608689e-4L; const double d4 = 0.114633394140438168641246022557689759090e-6L; const double q = d0+xx*(d1+xx*(d2+xx*(d3+xx*d4))); return((xx-1.0)*(xx-4.0)*(xx-9.0)*(xx-16.0)/q*p); #endif } } static double Triangle(const double x, const ResizeFilter *magick_unused(resize_filter)) { magick_unreferenced(resize_filter); /* 1st order (linear) B-Spline, bilinear interpolation, Tent 1D filter, or a Bartlett 2D Cone filter. Also used as a Bartlett Windowing function for Sinc(). */ if (x < 1.0) return(1.0-x); return(0.0); } static double Welch(const double x, const ResizeFilter *magick_unused(resize_filter)) { magick_unreferenced(resize_filter); /* Welch parabolic windowing filter. */ if (x < 1.0) return(1.0-x*x); return(0.0); } /* %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % % % % % + A c q u i r e R e s i z e F i l t e r % % % % % % % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % AcquireResizeFilter() allocates the ResizeFilter structure. Choose from % these filters: % % FIR (Finite impulse Response) Filters % Box Triangle Quadratic % Spline Hermite Catrom % Mitchell % % IIR (Infinite impulse Response) Filters % Gaussian Sinc Jinc (Bessel) % % Windowed Sinc/Jinc Filters % Blackman Bohman Lanczos % Hann Hamming Cosine % Kaiser Welch Parzen % Bartlett % % Special Purpose Filters % Cubic SincFast LanczosSharp Lanczos2 Lanczos2Sharp % Robidoux RobidouxSharp % % The users "-filter" selection is used to lookup the default 'expert' % settings for that filter from a internal table. However any provided % 'expert' settings (see below) may override this selection. % % FIR filters are used as is, and are limited to that filters support window % (unless over-ridden). 'Gaussian' while classed as an IIR filter, is also % simply clipped by its support size (currently 1.5 or approximately 3*sigma % as recommended by many references) % % The special a 'cylindrical' filter flag will promote the default 4-lobed % Windowed Sinc filter to a 3-lobed Windowed Jinc equivalent, which is better % suited to this style of image resampling. This typically happens when using % such a filter for images distortions. % % SPECIFIC FILTERS: % % Directly requesting 'Sinc', 'Jinc' function as a filter will force the use % of function without any windowing, or promotion for cylindrical usage. This % is not recommended, except by image processing experts, especially as part % of expert option filter function selection. % % Two forms of the 'Sinc' function are available: Sinc and SincFast. Sinc is % computed using the traditional sin(pi*x)/(pi*x); it is selected if the user % specifically specifies the use of a Sinc filter. SincFast uses highly % accurate (and fast) polynomial (low Q) and rational (high Q) approximations, % and will be used by default in most cases. % % The Lanczos filter is a special 3-lobed Sinc-windowed Sinc filter (promoted % to Jinc-windowed Jinc for cylindrical (Elliptical Weighted Average) use). % The Sinc version is the most popular windowed filter. % % LanczosSharp is a slightly sharpened (blur=0.9812505644269356 < 1) form of % the Lanczos filter, specifically designed for EWA distortion (as a % Jinc-Jinc); it can also be used as a slightly sharper orthogonal Lanczos % (Sinc-Sinc) filter. The chosen blur value comes as close as possible to % satisfying the following condition without changing the character of the % corresponding EWA filter: % % 'No-Op' Vertical and Horizontal Line Preservation Condition: Images with % only vertical or horizontal features are preserved when performing 'no-op" % with EWA distortion. % % The Lanczos2 and Lanczos2Sharp filters are 2-lobe versions of the Lanczos % filters. The 'sharp' version uses a blur factor of 0.9549963639785485, % again chosen because the resulting EWA filter comes as close as possible to % satisfying the above condition. % % Robidoux is another filter tuned for EWA. It is the Keys cubic filter % defined by B=(228 - 108 sqrt(2))/199. Robidoux satisfies the "'No-Op' % Vertical and Horizontal Line Preservation Condition" exactly, and it % moderately blurs high frequency 'pixel-hash' patterns under no-op. It turns % out to be close to both Mitchell and Lanczos2Sharp. For example, its first % crossing is at (36 sqrt(2) + 123)/(72 sqrt(2) + 47), almost the same as the % first crossing of Mitchell and Lanczos2Sharp. % % RodidouxSharp is a slightly sharper version of Rodidoux, some believe it % is too sharp. It is designed to minimize the maximum possible change in % a pixel value which is at one of the extremes (e.g., 0 or 255) under no-op % conditions. Amazingly Mitchell falls roughly between Rodidoux and % RodidouxSharp, though this seems to have been pure coincidence. % % 'EXPERT' OPTIONS: % % These artifact "defines" are not recommended for production use without % expert knowledge of resampling, filtering, and the effects they have on the % resulting resampled (resized or distorted) image. % % They can be used to override any and all filter default, and it is % recommended you make good use of "filter:verbose" to make sure that the % overall effect of your selection (before and after) is as expected. % % "filter:verbose" controls whether to output the exact results of the % filter selections made, as well as plotting data for graphing the % resulting filter over the filters support range. % % "filter:filter" select the main function associated with this filter % name, as the weighting function of the filter. This can be used to % set a windowing function as a weighting function, for special % purposes, such as graphing. % % If a "filter:window" operation has not been provided, a 'Box' % windowing function will be set to denote that no windowing function is % being used. % % "filter:window" Select this windowing function for the filter. While any % filter could be used as a windowing function, using the 'first lobe' of % that filter over the whole support window, using a non-windowing % function is not advisible. If no weighting filter function is specified % a 'SincFast' filter is used. % % "filter:lobes" Number of lobes to use for the Sinc/Jinc filter. This a % simpler method of setting filter support size that will correctly % handle the Sinc/Jinc switch for an operators filtering requirements. % Only integers should be given. % % "filter:support" Set the support size for filtering to the size given. % This not recommended for Sinc/Jinc windowed filters (lobes should be % used instead). This will override any 'filter:lobes' option. % % "filter:win-support" Scale windowing function to this size instead. This % causes the windowing (or self-windowing Lagrange filter) to act is if % the support window it much much larger than what is actually supplied % to the calling operator. The filter however is still clipped to the % real support size given, by the support range supplied to the caller. % If unset this will equal the normal filter support size. % % "filter:blur" Scale the filter and support window by this amount. A value % of > 1 will generally result in a more blurred image with more ringing % effects, while a value <1 will sharpen the resulting image with more % aliasing effects. % % "filter:sigma" The sigma value to use for the Gaussian filter only. % Defaults to '1/2'. Using a different sigma effectively provides a % method of using the filter as a 'blur' convolution. Particularly when % using it for Distort. % % "filter:b" % "filter:c" Override the preset B,C values for a Cubic filter. % If only one of these are given it is assumes to be a 'Keys' type of % filter such that B+2C=1, where Keys 'alpha' value = C. % % Examples: % % Set a true un-windowed Sinc filter with 10 lobes (very slow): % -define filter:filter=Sinc % -define filter:lobes=8 % % Set an 8 lobe Lanczos (Sinc or Jinc) filter: % -filter Lanczos % -define filter:lobes=8 % % The format of the AcquireResizeFilter method is: % % ResizeFilter *AcquireResizeFilter(const Image *image, % const FilterType filter_type,const MagickBooleanType cylindrical, % ExceptionInfo *exception) % % A description of each parameter follows: % % o image: the image. % % o filter: the filter type, defining a preset filter, window and support. % The artifact settings listed above will override those selections. % % o blur: blur the filter by this amount, use 1.0 if unknown. Image % artifact "filter:blur" will override this API call usage, including any % internal change (such as for cylindrical usage). % % o radial: use a 1D orthogonal filter (Sinc) or 2D cylindrical (radial) % filter (Jinc). % % o exception: return any errors or warnings in this structure. % */ MagickPrivate ResizeFilter *AcquireResizeFilter(const Image *image, const FilterType filter,const MagickBooleanType cylindrical, ExceptionInfo *exception) { const char *artifact; FilterType filter_type, window_type; double B, C, value; register ResizeFilter *resize_filter; /* Table Mapping given Filter, into Weighting and Windowing functions. A 'Box' windowing function means its a simble non-windowed filter. An 'SincFast' filter function could be upgraded to a 'Jinc' filter if a "cylindrical" is requested, unless a 'Sinc' or 'SincFast' filter was specifically requested by the user. WARNING: The order of this table must match the order of the FilterType enumeration specified in "resample.h", or the filter names will not match the filter being setup. You can check filter setups with the "filter:verbose" expert setting. */ static struct { FilterType filter, window; } const mapping[SentinelFilter] = { { UndefinedFilter, BoxFilter }, /* Undefined (default to Box) */ { PointFilter, BoxFilter }, /* SPECIAL: Nearest neighbour */ { BoxFilter, BoxFilter }, /* Box averaging filter */ { TriangleFilter, BoxFilter }, /* Linear interpolation filter */ { HermiteFilter, BoxFilter }, /* Hermite interpolation filter */ { SincFastFilter, HannFilter }, /* Hann -- cosine-sinc */ { SincFastFilter, HammingFilter }, /* Hamming -- '' variation */ { SincFastFilter, BlackmanFilter }, /* Blackman -- 2*cosine-sinc */ { GaussianFilter, BoxFilter }, /* Gaussian blur filter */ { QuadraticFilter, BoxFilter }, /* Quadratic Gaussian approx */ { CubicFilter, BoxFilter }, /* General Cubic Filter, Spline */ { CatromFilter, BoxFilter }, /* Cubic-Keys interpolator */ { MitchellFilter, BoxFilter }, /* 'Ideal' Cubic-Keys filter */ { JincFilter, BoxFilter }, /* Raw 3-lobed Jinc function */ { SincFilter, BoxFilter }, /* Raw 4-lobed Sinc function */ { SincFastFilter, BoxFilter }, /* Raw fast sinc ("Pade"-type) */ { SincFastFilter, KaiserFilter }, /* Kaiser -- square root-sinc */ { LanczosFilter, WelchFilter }, /* Welch -- parabolic (3 lobe) */ { SincFastFilter, CubicFilter }, /* Parzen -- cubic-sinc */ { SincFastFilter, BohmanFilter }, /* Bohman -- 2*cosine-sinc */ { SincFastFilter, TriangleFilter }, /* Bartlett -- triangle-sinc */ { LagrangeFilter, BoxFilter }, /* Lagrange self-windowing */ { LanczosFilter, LanczosFilter }, /* Lanczos Sinc-Sinc filters */ { LanczosSharpFilter, LanczosSharpFilter }, /* | these require */ { Lanczos2Filter, Lanczos2Filter }, /* | special handling */ { Lanczos2SharpFilter, Lanczos2SharpFilter }, { RobidouxFilter, BoxFilter }, /* Cubic Keys tuned for EWA */ { RobidouxSharpFilter, BoxFilter }, /* Sharper Cubic Keys for EWA */ { LanczosFilter, CosineFilter }, /* Cosine window (3 lobes) */ { SplineFilter, BoxFilter }, /* Spline Cubic Filter */ { LanczosRadiusFilter, LanczosFilter }, /* Lanczos with integer radius */ { CubicSplineFilter, BoxFilter }, /* CubicSpline (2/3/4 lobes) */ }; /* Table mapping the filter/window from the above table to an actual function. The default support size for that filter as a weighting function, the range to scale with to use that function as a sinc windowing function, (typ 1.0). Note that the filter_type -> function is 1 to 1 except for Sinc(), SincFast(), and CubicBC() functions, which may have multiple filter to function associations. See "filter:verbose" handling below for the function -> filter mapping. */ static struct { double (*function)(const double,const ResizeFilter*), support, /* Default lobes/support size of the weighting filter. */ scale, /* Support when function used as a windowing function Typically equal to the location of the first zero crossing. */ B,C; /* BC-spline coefficients, ignored if not a CubicBC filter. */ ResizeWeightingFunctionType weightingFunctionType; } const filters[SentinelFilter] = { /* .--- support window (if used as a Weighting Function) | .--- first crossing (if used as a Windowing Function) | | .--- B value for Cubic Function | | | .---- C value for Cubic Function | | | | */ { Box, 0.5, 0.5, 0.0, 0.0, BoxWeightingFunction }, /* Undefined (default to Box) */ { Box, 0.0, 0.5, 0.0, 0.0, BoxWeightingFunction }, /* Point (special handling) */ { Box, 0.5, 0.5, 0.0, 0.0, BoxWeightingFunction }, /* Box */ { Triangle, 1.0, 1.0, 0.0, 0.0, TriangleWeightingFunction }, /* Triangle */ { CubicBC, 1.0, 1.0, 0.0, 0.0, CubicBCWeightingFunction }, /* Hermite (cubic B=C=0) */ { Hann, 1.0, 1.0, 0.0, 0.0, HannWeightingFunction }, /* Hann, cosine window */ { Hamming, 1.0, 1.0, 0.0, 0.0, HammingWeightingFunction }, /* Hamming, '' variation */ { Blackman, 1.0, 1.0, 0.0, 0.0, BlackmanWeightingFunction }, /* Blackman, 2*cosine window */ { Gaussian, 2.0, 1.5, 0.0, 0.0, GaussianWeightingFunction }, /* Gaussian */ { Quadratic, 1.5, 1.5, 0.0, 0.0, QuadraticWeightingFunction },/* Quadratic gaussian */ { CubicBC, 2.0, 2.0, 1.0, 0.0, CubicBCWeightingFunction }, /* General Cubic Filter */ { CubicBC, 2.0, 1.0, 0.0, 0.5, CubicBCWeightingFunction }, /* Catmull-Rom (B=0,C=1/2) */ { CubicBC, 2.0, 8.0/7.0, 1./3., 1./3., CubicBCWeightingFunction }, /* Mitchell (B=C=1/3) */ { Jinc, 3.0, 1.2196698912665045, 0.0, 0.0, JincWeightingFunction }, /* Raw 3-lobed Jinc */ { Sinc, 4.0, 1.0, 0.0, 0.0, SincWeightingFunction }, /* Raw 4-lobed Sinc */ { SincFast, 4.0, 1.0, 0.0, 0.0, SincFastWeightingFunction }, /* Raw fast sinc ("Pade"-type) */ { Kaiser, 1.0, 1.0, 0.0, 0.0, KaiserWeightingFunction }, /* Kaiser (square root window) */ { Welch, 1.0, 1.0, 0.0, 0.0, WelchWeightingFunction }, /* Welch (parabolic window) */ { CubicBC, 2.0, 2.0, 1.0, 0.0, CubicBCWeightingFunction }, /* Parzen (B-Spline window) */ { Bohman, 1.0, 1.0, 0.0, 0.0, BohmanWeightingFunction }, /* Bohman, 2*Cosine window */ { Triangle, 1.0, 1.0, 0.0, 0.0, TriangleWeightingFunction }, /* Bartlett (triangle window) */ { Lagrange, 2.0, 1.0, 0.0, 0.0, LagrangeWeightingFunction }, /* Lagrange sinc approximation */ { SincFast, 3.0, 1.0, 0.0, 0.0, SincFastWeightingFunction }, /* Lanczos, 3-lobed Sinc-Sinc */ { SincFast, 3.0, 1.0, 0.0, 0.0, SincFastWeightingFunction }, /* Lanczos, Sharpened */ { SincFast, 2.0, 1.0, 0.0, 0.0, SincFastWeightingFunction }, /* Lanczos, 2-lobed */ { SincFast, 2.0, 1.0, 0.0, 0.0, SincFastWeightingFunction }, /* Lanczos2, sharpened */ /* Robidoux: Keys cubic close to Lanczos2D sharpened */ { CubicBC, 2.0, 1.1685777620836932, 0.37821575509399867, 0.31089212245300067, CubicBCWeightingFunction }, /* RobidouxSharp: Sharper version of Robidoux */ { CubicBC, 2.0, 1.105822933719019, 0.2620145123990142, 0.3689927438004929, CubicBCWeightingFunction }, { Cosine, 1.0, 1.0, 0.0, 0.0, CosineWeightingFunction }, /* Low level cosine window */ { CubicBC, 2.0, 2.0, 1.0, 0.0, CubicBCWeightingFunction }, /* Cubic B-Spline (B=1,C=0) */ { SincFast, 3.0, 1.0, 0.0, 0.0, SincFastWeightingFunction }, /* Lanczos, Interger Radius */ { CubicSpline,2.0, 0.5, 0.0, 0.0, BoxWeightingFunction }, /* Spline Lobes 2-lobed */ }; /* The known zero crossings of the Jinc() or more accurately the Jinc(x*PI) function being used as a filter. It is used by the "filter:lobes" expert setting and for 'lobes' for Jinc functions in the previous table. This way users do not have to deal with the highly irrational lobe sizes of the Jinc filter. Values taken from http://cose.math.bas.bg/webMathematica/webComputing/BesselZeros.jsp using Jv-function with v=1, then dividing by PI. */ static double jinc_zeros[16] = { 1.2196698912665045, 2.2331305943815286, 3.2383154841662362, 4.2410628637960699, 5.2427643768701817, 6.2439216898644877, 7.2447598687199570, 8.2453949139520427, 9.2458926849494673, 10.246293348754916, 11.246622794877883, 12.246898461138105, 13.247132522181061, 14.247333735806849, 15.247508563037300, 16.247661874700962 }; /* Allocate resize filter. */ assert(image != (const Image *) NULL); assert(image->signature == MagickCoreSignature); if (image->debug != MagickFalse) (void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename); assert(UndefinedFilter < filter && filter < SentinelFilter); assert(exception != (ExceptionInfo *) NULL); assert(exception->signature == MagickCoreSignature); (void) exception; resize_filter=(ResizeFilter *) AcquireCriticalMemory(sizeof(*resize_filter)); (void) memset(resize_filter,0,sizeof(*resize_filter)); /* Defaults for the requested filter. */ filter_type=mapping[filter].filter; window_type=mapping[filter].window; resize_filter->blur=1.0; /* Promote 1D Windowed Sinc Filters to a 2D Windowed Jinc filters */ if ((cylindrical != MagickFalse) && (filter_type == SincFastFilter) && (filter != SincFastFilter)) filter_type=JincFilter; /* 1D Windowed Sinc => 2D Windowed Jinc filters */ /* Expert filter setting override */ artifact=GetImageArtifact(image,"filter:filter"); if (IsStringTrue(artifact) != MagickFalse) { ssize_t option; option=ParseCommandOption(MagickFilterOptions,MagickFalse,artifact); if ((UndefinedFilter < option) && (option < SentinelFilter)) { /* Raw filter request - no window function. */ filter_type=(FilterType) option; window_type=BoxFilter; } /* Filter override with a specific window function. */ artifact=GetImageArtifact(image,"filter:window"); if (artifact != (const char *) NULL) { option=ParseCommandOption(MagickFilterOptions,MagickFalse,artifact); if ((UndefinedFilter < option) && (option < SentinelFilter)) window_type=(FilterType) option; } } else { /* Window specified, but no filter function? Assume Sinc/Jinc. */ artifact=GetImageArtifact(image,"filter:window"); if (artifact != (const char *) NULL) { ssize_t option; option=ParseCommandOption(MagickFilterOptions,MagickFalse,artifact); if ((UndefinedFilter < option) && (option < SentinelFilter)) { filter_type= cylindrical != MagickFalse ? JincFilter : SincFastFilter; window_type=(FilterType) option; } } } /* Assign the real functions to use for the filters selected. */ resize_filter->filter=filters[filter_type].function; resize_filter->support=filters[filter_type].support; resize_filter->filterWeightingType=filters[filter_type].weightingFunctionType; resize_filter->window=filters[window_type].function; resize_filter->windowWeightingType=filters[window_type].weightingFunctionType; resize_filter->scale=filters[window_type].scale; resize_filter->signature=MagickCoreSignature; /* Filter Modifications for orthogonal/cylindrical usage */ if (cylindrical != MagickFalse) switch (filter_type) { case BoxFilter: /* Support for Cylindrical Box should be sqrt(2)/2 */ resize_filter->support=(double) MagickSQ1_2; break; case LanczosFilter: case LanczosSharpFilter: case Lanczos2Filter: case Lanczos2SharpFilter: case LanczosRadiusFilter: resize_filter->filter=filters[JincFilter].function; resize_filter->window=filters[JincFilter].function; resize_filter->scale=filters[JincFilter].scale; /* number of lobes (support window size) remain unchanged */ break; default: break; } /* Global Sharpening (regardless of orthoginal/cylindrical) */ switch (filter_type) { case LanczosSharpFilter: resize_filter->blur *= 0.9812505644269356; break; case Lanczos2SharpFilter: resize_filter->blur *= 0.9549963639785485; break; /* case LanczosRadius: blur adjust is done after lobes */ default: break; } /* Expert Option Modifications. */ /* User Gaussian Sigma Override - no support change */ if ((resize_filter->filter == Gaussian) || (resize_filter->window == Gaussian) ) { value=0.5; /* guassian sigma default, half pixel */ artifact=GetImageArtifact(image,"filter:sigma"); if (artifact != (const char *) NULL) value=StringToDouble(artifact,(char **) NULL); /* Define coefficents for Gaussian */ resize_filter->coefficient[0]=value; /* note sigma too */ resize_filter->coefficient[1]=PerceptibleReciprocal(2.0*value*value); /* sigma scaling */ resize_filter->coefficient[2]=PerceptibleReciprocal(Magick2PI*value*value); /* normalization - not actually needed or used! */ if ( value > 0.5 ) resize_filter->support *= 2*value; /* increase support linearly */ } /* User Kaiser Alpha Override - no support change */ if ((resize_filter->filter == Kaiser) || (resize_filter->window == Kaiser) ) { value=6.5; /* default beta value for Kaiser bessel windowing function */ artifact=GetImageArtifact(image,"filter:alpha"); /* FUTURE: depreciate */ if (artifact != (const char *) NULL) value=StringToDouble(artifact,(char **) NULL); artifact=GetImageArtifact(image,"filter:kaiser-beta"); if (artifact != (const char *) NULL) value=StringToDouble(artifact,(char **) NULL); artifact=GetImageArtifact(image,"filter:kaiser-alpha"); if (artifact != (const char *) NULL) value=StringToDouble(artifact,(char **) NULL)*MagickPI; /* Define coefficents for Kaiser Windowing Function */ resize_filter->coefficient[0]=value; /* alpha */ resize_filter->coefficient[1]=PerceptibleReciprocal(I0(value)); /* normalization */ } /* Support Overrides */ artifact=GetImageArtifact(image,"filter:lobes"); if (artifact != (const char *) NULL) { ssize_t lobes; lobes=(ssize_t) StringToLong(artifact); if (lobes < 1) lobes=1; resize_filter->support=(double) lobes; } if (resize_filter->filter == Jinc) { /* Convert a Jinc function lobes value to a real support value. */ if (resize_filter->support > 16) resize_filter->support=jinc_zeros[15]; /* largest entry in table */ else resize_filter->support=jinc_zeros[((long) resize_filter->support)-1]; /* Blur this filter so support is a integer value (lobes dependant). */ if (filter_type == LanczosRadiusFilter) resize_filter->blur*=floor(resize_filter->support)/ resize_filter->support; } /* Expert blur override. */ artifact=GetImageArtifact(image,"filter:blur"); if (artifact != (const char *) NULL) resize_filter->blur*=StringToDouble(artifact,(char **) NULL); if (resize_filter->blur < MagickEpsilon) resize_filter->blur=(double) MagickEpsilon; /* Expert override of the support setting. */ artifact=GetImageArtifact(image,"filter:support"); if (artifact != (const char *) NULL) resize_filter->support=fabs(StringToDouble(artifact,(char **) NULL)); /* Scale windowing function separately to the support 'clipping' window that calling operator is planning to actually use. (Expert override) */ resize_filter->window_support=resize_filter->support; /* default */ artifact=GetImageArtifact(image,"filter:win-support"); if (artifact != (const char *) NULL) resize_filter->window_support=fabs(StringToDouble(artifact,(char **) NULL)); /* Adjust window function scaling to match windowing support for weighting function. This avoids a division on every filter call. */ resize_filter->scale/=resize_filter->window_support; /* * Set Cubic Spline B,C values, calculate Cubic coefficients. */ B=0.0; C=0.0; if ((resize_filter->filter == CubicBC) || (resize_filter->window == CubicBC) ) { B=filters[filter_type].B; C=filters[filter_type].C; if (filters[window_type].function == CubicBC) { B=filters[window_type].B; C=filters[window_type].C; } artifact=GetImageArtifact(image,"filter:b"); if (artifact != (const char *) NULL) { B=StringToDouble(artifact,(char **) NULL); C=(1.0-B)/2.0; /* Calculate C to get a Keys cubic filter. */ artifact=GetImageArtifact(image,"filter:c"); /* user C override */ if (artifact != (const char *) NULL) C=StringToDouble(artifact,(char **) NULL); } else { artifact=GetImageArtifact(image,"filter:c"); if (artifact != (const char *) NULL) { C=StringToDouble(artifact,(char **) NULL); B=1.0-2.0*C; /* Calculate B to get a Keys cubic filter. */ } } { const double twoB = B+B; /* Convert B,C values into Cubic Coefficents. See CubicBC(). */ resize_filter->coefficient[0]=1.0-(1.0/3.0)*B; resize_filter->coefficient[1]=-3.0+twoB+C; resize_filter->coefficient[2]=2.0-1.5*B-C; resize_filter->coefficient[3]=(4.0/3.0)*B+4.0*C; resize_filter->coefficient[4]=-8.0*C-twoB; resize_filter->coefficient[5]=B+5.0*C; resize_filter->coefficient[6]=(-1.0/6.0)*B-C; } } /* Expert Option Request for verbose details of the resulting filter. */ #if defined(MAGICKCORE_OPENMP_SUPPORT) #pragma omp master { #endif if (IsStringTrue(GetImageArtifact(image,"filter:verbose")) != MagickFalse) { double support, x; /* Set the weighting function properly when the weighting function may not exactly match the filter of the same name. EG: a Point filter is really uses a Box weighting function with a different support than is typically used. */ if (resize_filter->filter == Box) filter_type=BoxFilter; if (resize_filter->filter == Sinc) filter_type=SincFilter; if (resize_filter->filter == SincFast) filter_type=SincFastFilter; if (resize_filter->filter == Jinc) filter_type=JincFilter; if (resize_filter->filter == CubicBC) filter_type=CubicFilter; if (resize_filter->window == Box) window_type=BoxFilter; if (resize_filter->window == Sinc) window_type=SincFilter; if (resize_filter->window == SincFast) window_type=SincFastFilter; if (resize_filter->window == Jinc) window_type=JincFilter; if (resize_filter->window == CubicBC) window_type=CubicFilter; /* Report Filter Details. */ support=GetResizeFilterSupport(resize_filter); /* practical_support */ (void) FormatLocaleFile(stdout, "# Resampling Filter (for graphing)\n#\n"); (void) FormatLocaleFile(stdout,"# filter = %s\n", CommandOptionToMnemonic(MagickFilterOptions,filter_type)); (void) FormatLocaleFile(stdout,"# window = %s\n", CommandOptionToMnemonic(MagickFilterOptions,window_type)); (void) FormatLocaleFile(stdout,"# support = %.*g\n", GetMagickPrecision(),(double) resize_filter->support); (void) FormatLocaleFile(stdout,"# window-support = %.*g\n", GetMagickPrecision(),(double) resize_filter->window_support); (void) FormatLocaleFile(stdout,"# scale-blur = %.*g\n", GetMagickPrecision(),(double)resize_filter->blur); if ((filter_type == GaussianFilter) || (window_type == GaussianFilter)) (void) FormatLocaleFile(stdout,"# gaussian-sigma = %.*g\n", GetMagickPrecision(),(double)resize_filter->coefficient[0]); if ( filter_type == KaiserFilter || window_type == KaiserFilter ) (void) FormatLocaleFile(stdout,"# kaiser-beta = %.*g\n", GetMagickPrecision(),(double)resize_filter->coefficient[0]); (void) FormatLocaleFile(stdout,"# practical-support = %.*g\n", GetMagickPrecision(), (double)support); if ( filter_type == CubicFilter || window_type == CubicFilter ) (void) FormatLocaleFile(stdout,"# B,C = %.*g,%.*g\n", GetMagickPrecision(),(double)B, GetMagickPrecision(),(double)C); (void) FormatLocaleFile(stdout,"\n"); /* Output values of resulting filter graph -- for graphing filter result. */ for (x=0.0; x <= support; x+=0.01f) (void) FormatLocaleFile(stdout,"%5.2lf\t%.*g\n",x, GetMagickPrecision(),(double) GetResizeFilterWeight(resize_filter,x)); /* A final value so gnuplot can graph the 'stop' properly. */ (void) FormatLocaleFile(stdout,"%5.2lf\t%.*g\n",support, GetMagickPrecision(),0.0); } /* Output the above once only for each image - remove setting */ (void) DeleteImageArtifact((Image *) image,"filter:verbose"); #if defined(MAGICKCORE_OPENMP_SUPPORT) } #endif return(resize_filter); } /* %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % % % % % % A d a p t i v e R e s i z e I m a g e % % % % % % % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % AdaptiveResizeImage() adaptively resize image with pixel resampling. % % This is shortcut function for a fast interpolative resize using mesh % interpolation. It works well for small resizes of less than +/- 50% % of the original image size. For larger resizing on images a full % filtered and slower resize function should be used instead. % % The format of the AdaptiveResizeImage method is: % % Image *AdaptiveResizeImage(const Image *image,const size_t columns, % const size_t rows,ExceptionInfo *exception) % % A description of each parameter follows: % % o image: the image. % % o columns: the number of columns in the resized image. % % o rows: the number of rows in the resized image. % % o exception: return any errors or warnings in this structure. % */ MagickExport Image *AdaptiveResizeImage(const Image *image, const size_t columns,const size_t rows,ExceptionInfo *exception) { Image *resize_image; resize_image=InterpolativeResizeImage(image,columns,rows,MeshInterpolatePixel, exception); return(resize_image); } /* %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % % % % % + B e s s e l O r d e r O n e % % % % % % % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % BesselOrderOne() computes the Bessel function of x of the first kind of % order 0. This is used to create the Jinc() filter function below. % % Reduce x to |x| since j1(x)= -j1(-x), and for x in (0,8] % % j1(x) = x*j1(x); % % For x in (8,inf) % % j1(x) = sqrt(2/(pi*x))*(p1(x)*cos(x1)-q1(x)*sin(x1)) % % where x1 = x-3*pi/4. Compute sin(x1) and cos(x1) as follow: % % cos(x1) = cos(x)cos(3pi/4)+sin(x)sin(3pi/4) % = 1/sqrt(2) * (sin(x) - cos(x)) % sin(x1) = sin(x)cos(3pi/4)-cos(x)sin(3pi/4) % = -1/sqrt(2) * (sin(x) + cos(x)) % % The format of the BesselOrderOne method is: % % double BesselOrderOne(double x) % % A description of each parameter follows: % % o x: double value. % */ #undef I0 static double I0(double x) { double sum, t, y; register ssize_t i; /* Zeroth order Bessel function of the first kind. */ sum=1.0; y=x*x/4.0; t=y; for (i=2; t > MagickEpsilon; i++) { sum+=t; t*=y/((double) i*i); } return(sum); } #undef J1 static double J1(double x) { double p, q; register ssize_t i; static const double Pone[] = { 0.581199354001606143928050809e+21, -0.6672106568924916298020941484e+20, 0.2316433580634002297931815435e+19, -0.3588817569910106050743641413e+17, 0.2908795263834775409737601689e+15, -0.1322983480332126453125473247e+13, 0.3413234182301700539091292655e+10, -0.4695753530642995859767162166e+7, 0.270112271089232341485679099e+4 }, Qone[] = { 0.11623987080032122878585294e+22, 0.1185770712190320999837113348e+20, 0.6092061398917521746105196863e+17, 0.2081661221307607351240184229e+15, 0.5243710262167649715406728642e+12, 0.1013863514358673989967045588e+10, 0.1501793594998585505921097578e+7, 0.1606931573481487801970916749e+4, 0.1e+1 }; p=Pone[8]; q=Qone[8]; for (i=7; i >= 0; i--) { p=p*x*x+Pone[i]; q=q*x*x+Qone[i]; } return(p/q); } #undef P1 static double P1(double x) { double p, q; register ssize_t i; static const double Pone[] = { 0.352246649133679798341724373e+5, 0.62758845247161281269005675e+5, 0.313539631109159574238669888e+5, 0.49854832060594338434500455e+4, 0.2111529182853962382105718e+3, 0.12571716929145341558495e+1 }, Qone[] = { 0.352246649133679798068390431e+5, 0.626943469593560511888833731e+5, 0.312404063819041039923015703e+5, 0.4930396490181088979386097e+4, 0.2030775189134759322293574e+3, 0.1e+1 }; p=Pone[5]; q=Qone[5]; for (i=4; i >= 0; i--) { p=p*(8.0/x)*(8.0/x)+Pone[i]; q=q*(8.0/x)*(8.0/x)+Qone[i]; } return(p/q); } #undef Q1 static double Q1(double x) { double p, q; register ssize_t i; static const double Pone[] = { 0.3511751914303552822533318e+3, 0.7210391804904475039280863e+3, 0.4259873011654442389886993e+3, 0.831898957673850827325226e+2, 0.45681716295512267064405e+1, 0.3532840052740123642735e-1 }, Qone[] = { 0.74917374171809127714519505e+4, 0.154141773392650970499848051e+5, 0.91522317015169922705904727e+4, 0.18111867005523513506724158e+4, 0.1038187585462133728776636e+3, 0.1e+1 }; p=Pone[5]; q=Qone[5]; for (i=4; i >= 0; i--) { p=p*(8.0/x)*(8.0/x)+Pone[i]; q=q*(8.0/x)*(8.0/x)+Qone[i]; } return(p/q); } static double BesselOrderOne(double x) { double p, q; if (x == 0.0) return(0.0); p=x; if (x < 0.0) x=(-x); if (x < 8.0) return(p*J1(x)); q=sqrt((double) (2.0/(MagickPI*x)))*(P1(x)*(1.0/sqrt(2.0)*(sin((double) x)- cos((double) x)))-8.0/x*Q1(x)*(-1.0/sqrt(2.0)*(sin((double) x)+ cos((double) x)))); if (p < 0.0) q=(-q); return(q); } /* %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % % % % % + D e s t r o y R e s i z e F i l t e r % % % % % % % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % DestroyResizeFilter() destroy the resize filter. % % The format of the DestroyResizeFilter method is: % % ResizeFilter *DestroyResizeFilter(ResizeFilter *resize_filter) % % A description of each parameter follows: % % o resize_filter: the resize filter. % */ MagickPrivate ResizeFilter *DestroyResizeFilter(ResizeFilter *resize_filter) { assert(resize_filter != (ResizeFilter *) NULL); assert(resize_filter->signature == MagickCoreSignature); resize_filter->signature=(~MagickCoreSignature); resize_filter=(ResizeFilter *) RelinquishMagickMemory(resize_filter); return(resize_filter); } /* %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % % % % % + G e t R e s i z e F i l t e r S u p p o r t % % % % % % % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % GetResizeFilterSupport() return the current support window size for this % filter. Note that this may have been enlarged by filter:blur factor. % % The format of the GetResizeFilterSupport method is: % % double GetResizeFilterSupport(const ResizeFilter *resize_filter) % % A description of each parameter follows: % % o filter: Image filter to use. % */ MagickPrivate double *GetResizeFilterCoefficient( const ResizeFilter *resize_filter) { assert(resize_filter != (ResizeFilter *) NULL); assert(resize_filter->signature == MagickCoreSignature); return((double *) resize_filter->coefficient); } MagickPrivate double GetResizeFilterBlur(const ResizeFilter *resize_filter) { assert(resize_filter != (ResizeFilter *) NULL); assert(resize_filter->signature == MagickCoreSignature); return(resize_filter->blur); } MagickPrivate double GetResizeFilterScale(const ResizeFilter *resize_filter) { assert(resize_filter != (ResizeFilter *) NULL); assert(resize_filter->signature == MagickCoreSignature); return(resize_filter->scale); } MagickPrivate double GetResizeFilterWindowSupport( const ResizeFilter *resize_filter) { assert(resize_filter != (ResizeFilter *) NULL); assert(resize_filter->signature == MagickCoreSignature); return(resize_filter->window_support); } MagickPrivate ResizeWeightingFunctionType GetResizeFilterWeightingType( const ResizeFilter *resize_filter) { assert(resize_filter != (ResizeFilter *) NULL); assert(resize_filter->signature == MagickCoreSignature); return(resize_filter->filterWeightingType); } MagickPrivate ResizeWeightingFunctionType GetResizeFilterWindowWeightingType( const ResizeFilter *resize_filter) { assert(resize_filter != (ResizeFilter *) NULL); assert(resize_filter->signature == MagickCoreSignature); return(resize_filter->windowWeightingType); } MagickPrivate double GetResizeFilterSupport(const ResizeFilter *resize_filter) { assert(resize_filter != (ResizeFilter *) NULL); assert(resize_filter->signature == MagickCoreSignature); return(resize_filter->support*resize_filter->blur); } /* %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % % % % % + G e t R e s i z e F i l t e r W e i g h t % % % % % % % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % GetResizeFilterWeight evaluates the specified resize filter at the point x % which usally lies between zero and the filters current 'support' and % returns the weight of the filter function at that point. % % The format of the GetResizeFilterWeight method is: % % double GetResizeFilterWeight(const ResizeFilter *resize_filter, % const double x) % % A description of each parameter follows: % % o filter: the filter type. % % o x: the point. % */ MagickPrivate double GetResizeFilterWeight(const ResizeFilter *resize_filter, const double x) { double scale, weight, x_blur; /* Windowing function - scale the weighting filter by this amount. */ assert(resize_filter != (ResizeFilter *) NULL); assert(resize_filter->signature == MagickCoreSignature); x_blur=fabs((double) x)/resize_filter->blur; /* X offset with blur scaling */ if ((resize_filter->window_support < MagickEpsilon) || (resize_filter->window == Box)) scale=1.0; /* Point or Box Filter -- avoid division by zero */ else { scale=resize_filter->scale; scale=resize_filter->window(x_blur*scale,resize_filter); } weight=scale*resize_filter->filter(x_blur,resize_filter); return(weight); } /* %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % % % % % % I n t e r p o l a t i v e R e s i z e I m a g e % % % % % % % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % InterpolativeResizeImage() resizes an image using the specified % interpolation method. % % The format of the InterpolativeResizeImage method is: % % Image *InterpolativeResizeImage(const Image *image,const size_t columns, % const size_t rows,const PixelInterpolateMethod method, % ExceptionInfo *exception) % % A description of each parameter follows: % % o image: the image. % % o columns: the number of columns in the resized image. % % o rows: the number of rows in the resized image. % % o method: the pixel interpolation method. % % o exception: return any errors or warnings in this structure. % */ MagickExport Image *InterpolativeResizeImage(const Image *image, const size_t columns,const size_t rows,const PixelInterpolateMethod method, ExceptionInfo *exception) { #define InterpolativeResizeImageTag "Resize/Image" CacheView *image_view, *resize_view; Image *resize_image; MagickBooleanType status; MagickOffsetType progress; PointInfo scale; ssize_t y; /* Interpolatively resize image. */ assert(image != (const Image *) NULL); assert(image->signature == MagickCoreSignature); if (image->debug != MagickFalse) (void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename); assert(exception != (ExceptionInfo *) NULL); assert(exception->signature == MagickCoreSignature); if ((columns == 0) || (rows == 0)) ThrowImageException(ImageError,"NegativeOrZeroImageSize"); if ((columns == image->columns) && (rows == image->rows)) return(CloneImage(image,0,0,MagickTrue,exception)); resize_image=CloneImage(image,columns,rows,MagickTrue,exception); if (resize_image == (Image *) NULL) return((Image *) NULL); if (SetImageStorageClass(resize_image,DirectClass,exception) == MagickFalse) { resize_image=DestroyImage(resize_image); return((Image *) NULL); } status=MagickTrue; progress=0; image_view=AcquireVirtualCacheView(image,exception); resize_view=AcquireAuthenticCacheView(resize_image,exception); scale.x=(double) image->columns/resize_image->columns; scale.y=(double) image->rows/resize_image->rows; #if defined(MAGICKCORE_OPENMP_SUPPORT) #pragma omp parallel for schedule(static) shared(progress,status) \ magick_number_threads(image,resize_image,resize_image->rows,1) #endif for (y=0; y < (ssize_t) resize_image->rows; y++) { PointInfo offset; register Quantum *magick_restrict q; register ssize_t x; if (status == MagickFalse) continue; q=QueueCacheViewAuthenticPixels(resize_view,0,y,resize_image->columns,1, exception); if (q == (Quantum *) NULL) continue; offset.y=((double) y+0.5)*scale.y-0.5; for (x=0; x < (ssize_t) resize_image->columns; x++) { register ssize_t i; for (i=0; i < (ssize_t) GetPixelChannels(image); i++) { PixelChannel channel; PixelTrait resize_traits, traits; channel=GetPixelChannelChannel(image,i); traits=GetPixelChannelTraits(image,channel); resize_traits=GetPixelChannelTraits(resize_image,channel); if ((traits == UndefinedPixelTrait) || (resize_traits == UndefinedPixelTrait)) continue; offset.x=((double) x+0.5)*scale.x-0.5; status=InterpolatePixelChannels(image,image_view,resize_image,method, offset.x,offset.y,q,exception); if (status == MagickFalse) break; } q+=GetPixelChannels(resize_image); } if (SyncCacheViewAuthenticPixels(resize_view,exception) == MagickFalse) status=MagickFalse; if (image->progress_monitor != (MagickProgressMonitor) NULL) { MagickBooleanType proceed; #if defined(MAGICKCORE_OPENMP_SUPPORT) #pragma omp critical (MagickCore_InterpolativeResizeImage) #endif proceed=SetImageProgress(image,InterpolativeResizeImageTag,progress++, image->rows); if (proceed == MagickFalse) status=MagickFalse; } } resize_view=DestroyCacheView(resize_view); image_view=DestroyCacheView(image_view); if (status == MagickFalse) resize_image=DestroyImage(resize_image); return(resize_image); } #if defined(MAGICKCORE_LQR_DELEGATE) /* %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % % % % % % L i q u i d R e s c a l e I m a g e % % % % % % % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % LiquidRescaleImage() rescales image with seam carving. % % The format of the LiquidRescaleImage method is: % % Image *LiquidRescaleImage(const Image *image,const size_t columns, % const size_t rows,const double delta_x,const double rigidity, % ExceptionInfo *exception) % % A description of each parameter follows: % % o image: the image. % % o columns: the number of columns in the rescaled image. % % o rows: the number of rows in the rescaled image. % % o delta_x: maximum seam transversal step (0 means straight seams). % % o rigidity: introduce a bias for non-straight seams (typically 0). % % o exception: return any errors or warnings in this structure. % */ MagickExport Image *LiquidRescaleImage(const Image *image,const size_t columns, const size_t rows,const double delta_x,const double rigidity, ExceptionInfo *exception) { #define LiquidRescaleImageTag "Rescale/Image" CacheView *image_view, *rescale_view; gfloat *packet, *pixels; Image *rescale_image; int x_offset, y_offset; LqrCarver *carver; LqrRetVal lqr_status; MagickBooleanType status; MemoryInfo *pixel_info; register gfloat *q; ssize_t y; /* Liquid rescale image. */ assert(image != (const Image *) NULL); assert(image->signature == MagickCoreSignature); if (image->debug != MagickFalse) (void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename); assert(exception != (ExceptionInfo *) NULL); assert(exception->signature == MagickCoreSignature); if ((columns == 0) || (rows == 0)) ThrowImageException(ImageError,"NegativeOrZeroImageSize"); if ((columns == image->columns) && (rows == image->rows)) return(CloneImage(image,0,0,MagickTrue,exception)); if ((columns <= 2) || (rows <= 2)) return(ResizeImage(image,columns,rows,image->filter,exception)); pixel_info=AcquireVirtualMemory(image->columns,image->rows*MaxPixelChannels* sizeof(*pixels)); if (pixel_info == (MemoryInfo *) NULL) return((Image *) NULL); pixels=(gfloat *) GetVirtualMemoryBlob(pixel_info); status=MagickTrue; q=pixels; image_view=AcquireVirtualCacheView(image,exception); for (y=0; y < (ssize_t) image->rows; y++) { register const Quantum *magick_restrict p; register ssize_t x; if (status == MagickFalse) continue; p=GetCacheViewVirtualPixels(image_view,0,y,image->columns,1,exception); if (p == (const Quantum *) NULL) { status=MagickFalse; continue; } for (x=0; x < (ssize_t) image->columns; x++) { register ssize_t i; for (i=0; i < (ssize_t) GetPixelChannels(image); i++) *q++=QuantumScale*p[i]; p+=GetPixelChannels(image); } } image_view=DestroyCacheView(image_view); carver=lqr_carver_new_ext(pixels,(int) image->columns,(int) image->rows, (int) GetPixelChannels(image),LQR_COLDEPTH_32F); if (carver == (LqrCarver *) NULL) { pixel_info=RelinquishVirtualMemory(pixel_info); ThrowImageException(ResourceLimitError,"MemoryAllocationFailed"); } lqr_carver_set_preserve_input_image(carver); lqr_status=lqr_carver_init(carver,(int) delta_x,rigidity); lqr_status=lqr_carver_resize(carver,(int) columns,(int) rows); (void) lqr_status; rescale_image=CloneImage(image,lqr_carver_get_width(carver), lqr_carver_get_height(carver),MagickTrue,exception); if (rescale_image == (Image *) NULL) { pixel_info=RelinquishVirtualMemory(pixel_info); return((Image *) NULL); } if (SetImageStorageClass(rescale_image,DirectClass,exception) == MagickFalse) { pixel_info=RelinquishVirtualMemory(pixel_info); rescale_image=DestroyImage(rescale_image); return((Image *) NULL); } rescale_view=AcquireAuthenticCacheView(rescale_image,exception); (void) lqr_carver_scan_reset(carver); while (lqr_carver_scan_ext(carver,&x_offset,&y_offset,(void **) &packet) != 0) { register Quantum *magick_restrict p; register ssize_t i; p=QueueCacheViewAuthenticPixels(rescale_view,x_offset,y_offset,1,1, exception); if (p == (Quantum *) NULL) break; for (i=0; i < (ssize_t) GetPixelChannels(image); i++) { PixelChannel channel; PixelTrait rescale_traits, traits; channel=GetPixelChannelChannel(image,i); traits=GetPixelChannelTraits(image,channel); rescale_traits=GetPixelChannelTraits(rescale_image,channel); if ((traits == UndefinedPixelTrait) || (rescale_traits == UndefinedPixelTrait)) continue; SetPixelChannel(rescale_image,channel,ClampToQuantum(QuantumRange* packet[i]),p); } if (SyncCacheViewAuthenticPixels(rescale_view,exception) == MagickFalse) break; } rescale_view=DestroyCacheView(rescale_view); pixel_info=RelinquishVirtualMemory(pixel_info); lqr_carver_destroy(carver); return(rescale_image); } #else MagickExport Image *LiquidRescaleImage(const Image *image, const size_t magick_unused(columns),const size_t magick_unused(rows), const double magick_unused(delta_x),const double magick_unused(rigidity), ExceptionInfo *exception) { assert(image != (const Image *) NULL); assert(image->signature == MagickCoreSignature); if (image->debug != MagickFalse) (void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename); assert(exception != (ExceptionInfo *) NULL); assert(exception->signature == MagickCoreSignature); (void) ThrowMagickException(exception,GetMagickModule(),MissingDelegateError, "DelegateLibrarySupportNotBuiltIn","'%s' (LQR)",image->filename); return((Image *) NULL); } #endif /* %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % % % % % % M a g n i f y I m a g e % % % % % % % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % MagnifyImage() doubles the size of the image with a pixel art scaling % algorithm. % % The format of the MagnifyImage method is: % % Image *MagnifyImage(const Image *image,ExceptionInfo *exception) % % A description of each parameter follows: % % o image: the image. % % o exception: return any errors or warnings in this structure. % */ MagickExport Image *MagnifyImage(const Image *image,ExceptionInfo *exception) { #define MagnifyImageTag "Magnify/Image" CacheView *image_view, *magnify_view; Image *magnify_image; MagickBooleanType status; MagickOffsetType progress; ssize_t y; /* Initialize magnified image attributes. */ assert(image != (const Image *) NULL); assert(image->signature == MagickCoreSignature); if (image->debug != MagickFalse) (void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename); assert(exception != (ExceptionInfo *) NULL); assert(exception->signature == MagickCoreSignature); magnify_image=CloneImage(image,2*image->columns,2*image->rows,MagickTrue, exception); if (magnify_image == (Image *) NULL) return((Image *) NULL); /* Magnify image. */ status=MagickTrue; progress=0; image_view=AcquireVirtualCacheView(image,exception); magnify_view=AcquireAuthenticCacheView(magnify_image,exception); #if defined(MAGICKCORE_OPENMP_SUPPORT) #pragma omp parallel for schedule(static) shared(progress,status) \ magick_number_threads(image,magnify_image,image->rows,1) #endif for (y=0; y < (ssize_t) image->rows; y++) { register Quantum *magick_restrict q; register ssize_t x; if (status == MagickFalse) continue; q=QueueCacheViewAuthenticPixels(magnify_view,0,2*y,magnify_image->columns,2, exception); if (q == (Quantum *) NULL) { status=MagickFalse; continue; } /* Magnify this row of pixels. */ for (x=0; x < (ssize_t) image->columns; x++) { MagickRealType intensity[9]; register const Quantum *magick_restrict p; register Quantum *magick_restrict r; register ssize_t i; size_t channels; p=GetCacheViewVirtualPixels(image_view,x-1,y-1,3,3,exception); if (p == (const Quantum *) NULL) { status=MagickFalse; continue; } channels=GetPixelChannels(image); for (i=0; i < 9; i++) intensity[i]=GetPixelIntensity(image,p+i*channels); r=q; if ((fabs(intensity[1]-intensity[7]) < MagickEpsilon) || (fabs(intensity[3]-intensity[5]) < MagickEpsilon)) { /* Clone center pixel. */ for (i=0; i < (ssize_t) channels; i++) r[i]=p[4*channels+i]; r+=GetPixelChannels(magnify_image); for (i=0; i < (ssize_t) channels; i++) r[i]=p[4*channels+i]; r+=GetPixelChannels(magnify_image)*(magnify_image->columns-1); for (i=0; i < (ssize_t) channels; i++) r[i]=p[4*channels+i]; r+=GetPixelChannels(magnify_image); for (i=0; i < (ssize_t) channels; i++) r[i]=p[4*channels+i]; } else { /* Selectively clone pixel. */ if (fabs(intensity[1]-intensity[3]) < MagickEpsilon) for (i=0; i < (ssize_t) channels; i++) r[i]=p[3*channels+i]; else for (i=0; i < (ssize_t) channels; i++) r[i]=p[4*channels+i]; r+=GetPixelChannels(magnify_image); if (fabs(intensity[1]-intensity[5]) < MagickEpsilon) for (i=0; i < (ssize_t) channels; i++) r[i]=p[5*channels+i]; else for (i=0; i < (ssize_t) channels; i++) r[i]=p[4*channels+i]; r+=GetPixelChannels(magnify_image)*(magnify_image->columns-1); if (fabs(intensity[3]-intensity[7]) < MagickEpsilon) for (i=0; i < (ssize_t) channels; i++) r[i]=p[3*channels+i]; else for (i=0; i < (ssize_t) channels; i++) r[i]=p[4*channels+i]; r+=GetPixelChannels(magnify_image); if (fabs(intensity[5]-intensity[7]) < MagickEpsilon) for (i=0; i < (ssize_t) channels; i++) r[i]=p[5*channels+i]; else for (i=0; i < (ssize_t) channels; i++) r[i]=p[4*channels+i]; } q+=2*GetPixelChannels(magnify_image); } if (SyncCacheViewAuthenticPixels(magnify_view,exception) == MagickFalse) status=MagickFalse; if (image->progress_monitor != (MagickProgressMonitor) NULL) { MagickBooleanType proceed; #if defined(MAGICKCORE_OPENMP_SUPPORT) #pragma omp critical (MagickCore_MagnifyImage) #endif proceed=SetImageProgress(image,MagnifyImageTag,progress++,image->rows); if (proceed == MagickFalse) status=MagickFalse; } } magnify_view=DestroyCacheView(magnify_view); image_view=DestroyCacheView(image_view); if (status == MagickFalse) magnify_image=DestroyImage(magnify_image); return(magnify_image); } /* %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % % % % % % M i n i f y I m a g e % % % % % % % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % MinifyImage() is a convenience method that scales an image proportionally to % half its size. % % The format of the MinifyImage method is: % % Image *MinifyImage(const Image *image,ExceptionInfo *exception) % % A description of each parameter follows: % % o image: the image. % % o exception: return any errors or warnings in this structure. % */ MagickExport Image *MinifyImage(const Image *image,ExceptionInfo *exception) { Image *minify_image; assert(image != (Image *) NULL); assert(image->signature == MagickCoreSignature); if (image->debug != MagickFalse) (void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename); assert(exception != (ExceptionInfo *) NULL); assert(exception->signature == MagickCoreSignature); minify_image=ResizeImage(image,image->columns/2,image->rows/2,SplineFilter, exception); return(minify_image); } /* %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % % % % % % R e s a m p l e I m a g e % % % % % % % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % ResampleImage() resize image in terms of its pixel size, so that when % displayed at the given resolution it will be the same size in terms of % real world units as the original image at the original resolution. % % The format of the ResampleImage method is: % % Image *ResampleImage(Image *image,const double x_resolution, % const double y_resolution,const FilterType filter, % ExceptionInfo *exception) % % A description of each parameter follows: % % o image: the image to be resized to fit the given resolution. % % o x_resolution: the new image x resolution. % % o y_resolution: the new image y resolution. % % o filter: Image filter to use. % % o exception: return any errors or warnings in this structure. % */ MagickExport Image *ResampleImage(const Image *image,const double x_resolution, const double y_resolution,const FilterType filter,ExceptionInfo *exception) { #define ResampleImageTag "Resample/Image" Image *resample_image; size_t height, width; /* Initialize sampled image attributes. */ assert(image != (const Image *) NULL); assert(image->signature == MagickCoreSignature); if (image->debug != MagickFalse) (void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename); assert(exception != (ExceptionInfo *) NULL); assert(exception->signature == MagickCoreSignature); width=(size_t) (x_resolution*image->columns/(image->resolution.x == 0.0 ? 72.0 : image->resolution.x)+0.5); height=(size_t) (y_resolution*image->rows/(image->resolution.y == 0.0 ? 72.0 : image->resolution.y)+0.5); resample_image=ResizeImage(image,width,height,filter,exception); if (resample_image != (Image *) NULL) { resample_image->resolution.x=x_resolution; resample_image->resolution.y=y_resolution; } return(resample_image); } /* %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % % % % % % R e s i z e I m a g e % % % % % % % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % ResizeImage() scales an image to the desired dimensions, using the given % filter (see AcquireFilterInfo()). % % If an undefined filter is given the filter defaults to Mitchell for a % colormapped image, a image with a matte channel, or if the image is % enlarged. Otherwise the filter defaults to a Lanczos. % % ResizeImage() was inspired by Paul Heckbert's "zoom" program. % % The format of the ResizeImage method is: % % Image *ResizeImage(Image *image,const size_t columns,const size_t rows, % const FilterType filter,ExceptionInfo *exception) % % A description of each parameter follows: % % o image: the image. % % o columns: the number of columns in the scaled image. % % o rows: the number of rows in the scaled image. % % o filter: Image filter to use. % % o exception: return any errors or warnings in this structure. % */ typedef struct _ContributionInfo { double weight; ssize_t pixel; } ContributionInfo; static ContributionInfo **DestroyContributionThreadSet( ContributionInfo **contribution) { register ssize_t i; assert(contribution != (ContributionInfo **) NULL); for (i=0; i < (ssize_t) GetMagickResourceLimit(ThreadResource); i++) if (contribution[i] != (ContributionInfo *) NULL) contribution[i]=(ContributionInfo *) RelinquishAlignedMemory( contribution[i]); contribution=(ContributionInfo **) RelinquishMagickMemory(contribution); return(contribution); } static ContributionInfo **AcquireContributionThreadSet(const size_t count) { register ssize_t i; ContributionInfo **contribution; size_t number_threads; number_threads=(size_t) GetMagickResourceLimit(ThreadResource); contribution=(ContributionInfo **) AcquireQuantumMemory(number_threads, sizeof(*contribution)); if (contribution == (ContributionInfo **) NULL) return((ContributionInfo **) NULL); (void) memset(contribution,0,number_threads*sizeof(*contribution)); for (i=0; i < (ssize_t) number_threads; i++) { contribution[i]=(ContributionInfo *) MagickAssumeAligned( AcquireAlignedMemory(count,sizeof(**contribution))); if (contribution[i] == (ContributionInfo *) NULL) return(DestroyContributionThreadSet(contribution)); } return(contribution); } static MagickBooleanType HorizontalFilter(const ResizeFilter *resize_filter, const Image *image,Image *resize_image,const double x_factor, const MagickSizeType span,MagickOffsetType *offset,ExceptionInfo *exception) { #define ResizeImageTag "Resize/Image" CacheView *image_view, *resize_view; ClassType storage_class; ContributionInfo **magick_restrict contributions; MagickBooleanType status; double scale, support; ssize_t x; /* Apply filter to resize horizontally from image to resize image. */ scale=MagickMax(1.0/x_factor+MagickEpsilon,1.0); support=scale*GetResizeFilterSupport(resize_filter); storage_class=support > 0.5 ? DirectClass : image->storage_class; if (SetImageStorageClass(resize_image,storage_class,exception) == MagickFalse) return(MagickFalse); if (support < 0.5) { /* Support too small even for nearest neighbour: Reduce to point sampling. */ support=(double) 0.5; scale=1.0; } contributions=AcquireContributionThreadSet((size_t) (2.0*support+3.0)); if (contributions == (ContributionInfo **) NULL) { (void) ThrowMagickException(exception,GetMagickModule(), ResourceLimitError,"MemoryAllocationFailed","`%s'",image->filename); return(MagickFalse); } status=MagickTrue; scale=PerceptibleReciprocal(scale); image_view=AcquireVirtualCacheView(image,exception); resize_view=AcquireAuthenticCacheView(resize_image,exception); #if defined(MAGICKCORE_OPENMP_SUPPORT) #pragma omp parallel for schedule(static) shared(status) \ magick_number_threads(image,resize_image,resize_image->columns,1) #endif for (x=0; x < (ssize_t) resize_image->columns; x++) { const int id = GetOpenMPThreadId(); double bisect, density; register const Quantum *magick_restrict p; register ContributionInfo *magick_restrict contribution; register Quantum *magick_restrict q; register ssize_t y; ssize_t n, start, stop; if (status == MagickFalse) continue; bisect=(double) (x+0.5)/x_factor+MagickEpsilon; start=(ssize_t) MagickMax(bisect-support+0.5,0.0); stop=(ssize_t) MagickMin(bisect+support+0.5,(double) image->columns); density=0.0; contribution=contributions[id]; for (n=0; n < (stop-start); n++) { contribution[n].pixel=start+n; contribution[n].weight=GetResizeFilterWeight(resize_filter,scale* ((double) (start+n)-bisect+0.5)); density+=contribution[n].weight; } if (n == 0) continue; if ((density != 0.0) && (density != 1.0)) { register ssize_t i; /* Normalize. */ density=PerceptibleReciprocal(density); for (i=0; i < n; i++) contribution[i].weight*=density; } p=GetCacheViewVirtualPixels(image_view,contribution[0].pixel,0,(size_t) (contribution[n-1].pixel-contribution[0].pixel+1),image->rows,exception); q=QueueCacheViewAuthenticPixels(resize_view,x,0,1,resize_image->rows, exception); if ((p == (const Quantum *) NULL) || (q == (Quantum *) NULL)) { status=MagickFalse; continue; } for (y=0; y < (ssize_t) resize_image->rows; y++) { register ssize_t i; for (i=0; i < (ssize_t) GetPixelChannels(image); i++) { double alpha, gamma, pixel; PixelChannel channel; PixelTrait resize_traits, traits; register ssize_t j; ssize_t k; channel=GetPixelChannelChannel(image,i); traits=GetPixelChannelTraits(image,channel); resize_traits=GetPixelChannelTraits(resize_image,channel); if ((traits == UndefinedPixelTrait) || (resize_traits == UndefinedPixelTrait)) continue; if (((resize_traits & CopyPixelTrait) != 0) || (GetPixelWriteMask(resize_image,q) <= (QuantumRange/2))) { j=(ssize_t) (MagickMin(MagickMax(bisect,(double) start),(double) stop-1.0)+0.5); k=y*(contribution[n-1].pixel-contribution[0].pixel+1)+ (contribution[j-start].pixel-contribution[0].pixel); SetPixelChannel(resize_image,channel,p[k*GetPixelChannels(image)+i], q); continue; } pixel=0.0; if ((resize_traits & BlendPixelTrait) == 0) { /* No alpha blending. */ for (j=0; j < n; j++) { k=y*(contribution[n-1].pixel-contribution[0].pixel+1)+ (contribution[j].pixel-contribution[0].pixel); alpha=contribution[j].weight; pixel+=alpha*p[k*GetPixelChannels(image)+i]; } SetPixelChannel(resize_image,channel,ClampToQuantum(pixel),q); continue; } /* Alpha blending. */ gamma=0.0; for (j=0; j < n; j++) { k=y*(contribution[n-1].pixel-contribution[0].pixel+1)+ (contribution[j].pixel-contribution[0].pixel); alpha=contribution[j].weight*QuantumScale* GetPixelAlpha(image,p+k*GetPixelChannels(image)); pixel+=alpha*p[k*GetPixelChannels(image)+i]; gamma+=alpha; } gamma=PerceptibleReciprocal(gamma); SetPixelChannel(resize_image,channel,ClampToQuantum(gamma*pixel),q); } q+=GetPixelChannels(resize_image); } if (SyncCacheViewAuthenticPixels(resize_view,exception) == MagickFalse) status=MagickFalse; if (image->progress_monitor != (MagickProgressMonitor) NULL) { MagickBooleanType proceed; #if defined(MAGICKCORE_OPENMP_SUPPORT) #pragma omp critical (MagickCore_HorizontalFilter) #endif proceed=SetImageProgress(image,ResizeImageTag,(*offset)++,span); if (proceed == MagickFalse) status=MagickFalse; } } resize_view=DestroyCacheView(resize_view); image_view=DestroyCacheView(image_view); contributions=DestroyContributionThreadSet(contributions); return(status); } static MagickBooleanType VerticalFilter(const ResizeFilter *resize_filter, const Image *image,Image *resize_image,const double y_factor, const MagickSizeType span,MagickOffsetType *offset,ExceptionInfo *exception) { CacheView *image_view, *resize_view; ClassType storage_class; ContributionInfo **magick_restrict contributions; double scale, support; MagickBooleanType status; ssize_t y; /* Apply filter to resize vertically from image to resize image. */ scale=MagickMax(1.0/y_factor+MagickEpsilon,1.0); support=scale*GetResizeFilterSupport(resize_filter); storage_class=support > 0.5 ? DirectClass : image->storage_class; if (SetImageStorageClass(resize_image,storage_class,exception) == MagickFalse) return(MagickFalse); if (support < 0.5) { /* Support too small even for nearest neighbour: Reduce to point sampling. */ support=(double) 0.5; scale=1.0; } contributions=AcquireContributionThreadSet((size_t) (2.0*support+3.0)); if (contributions == (ContributionInfo **) NULL) { (void) ThrowMagickException(exception,GetMagickModule(), ResourceLimitError,"MemoryAllocationFailed","`%s'",image->filename); return(MagickFalse); } status=MagickTrue; scale=PerceptibleReciprocal(scale); image_view=AcquireVirtualCacheView(image,exception); resize_view=AcquireAuthenticCacheView(resize_image,exception); #if defined(MAGICKCORE_OPENMP_SUPPORT) #pragma omp parallel for schedule(static) shared(status) \ magick_number_threads(image,resize_image,resize_image->rows,1) #endif for (y=0; y < (ssize_t) resize_image->rows; y++) { const int id = GetOpenMPThreadId(); double bisect, density; register const Quantum *magick_restrict p; register ContributionInfo *magick_restrict contribution; register Quantum *magick_restrict q; register ssize_t x; ssize_t n, start, stop; if (status == MagickFalse) continue; bisect=(double) (y+0.5)/y_factor+MagickEpsilon; start=(ssize_t) MagickMax(bisect-support+0.5,0.0); stop=(ssize_t) MagickMin(bisect+support+0.5,(double) image->rows); density=0.0; contribution=contributions[id]; for (n=0; n < (stop-start); n++) { contribution[n].pixel=start+n; contribution[n].weight=GetResizeFilterWeight(resize_filter,scale* ((double) (start+n)-bisect+0.5)); density+=contribution[n].weight; } if (n == 0) continue; if ((density != 0.0) && (density != 1.0)) { register ssize_t i; /* Normalize. */ density=PerceptibleReciprocal(density); for (i=0; i < n; i++) contribution[i].weight*=density; } p=GetCacheViewVirtualPixels(image_view,0,contribution[0].pixel, image->columns,(size_t) (contribution[n-1].pixel-contribution[0].pixel+1), exception); q=QueueCacheViewAuthenticPixels(resize_view,0,y,resize_image->columns,1, exception); if ((p == (const Quantum *) NULL) || (q == (Quantum *) NULL)) { status=MagickFalse; continue; } for (x=0; x < (ssize_t) resize_image->columns; x++) { register ssize_t i; for (i=0; i < (ssize_t) GetPixelChannels(image); i++) { double alpha, gamma, pixel; PixelChannel channel; PixelTrait resize_traits, traits; register ssize_t j; ssize_t k; channel=GetPixelChannelChannel(image,i); traits=GetPixelChannelTraits(image,channel); resize_traits=GetPixelChannelTraits(resize_image,channel); if ((traits == UndefinedPixelTrait) || (resize_traits == UndefinedPixelTrait)) continue; if (((resize_traits & CopyPixelTrait) != 0) || (GetPixelWriteMask(resize_image,q) <= (QuantumRange/2))) { j=(ssize_t) (MagickMin(MagickMax(bisect,(double) start),(double) stop-1.0)+0.5); k=(ssize_t) ((contribution[j-start].pixel-contribution[0].pixel)* image->columns+x); SetPixelChannel(resize_image,channel,p[k*GetPixelChannels(image)+i], q); continue; } pixel=0.0; if ((resize_traits & BlendPixelTrait) == 0) { /* No alpha blending. */ for (j=0; j < n; j++) { k=(ssize_t) ((contribution[j].pixel-contribution[0].pixel)* image->columns+x); alpha=contribution[j].weight; pixel+=alpha*p[k*GetPixelChannels(image)+i]; } SetPixelChannel(resize_image,channel,ClampToQuantum(pixel),q); continue; } gamma=0.0; for (j=0; j < n; j++) { k=(ssize_t) ((contribution[j].pixel-contribution[0].pixel)* image->columns+x); alpha=contribution[j].weight*QuantumScale*GetPixelAlpha(image,p+k* GetPixelChannels(image)); pixel+=alpha*p[k*GetPixelChannels(image)+i]; gamma+=alpha; } gamma=PerceptibleReciprocal(gamma); SetPixelChannel(resize_image,channel,ClampToQuantum(gamma*pixel),q); } q+=GetPixelChannels(resize_image); } if (SyncCacheViewAuthenticPixels(resize_view,exception) == MagickFalse) status=MagickFalse; if (image->progress_monitor != (MagickProgressMonitor) NULL) { MagickBooleanType proceed; #if defined(MAGICKCORE_OPENMP_SUPPORT) #pragma omp critical (MagickCore_VerticalFilter) #endif proceed=SetImageProgress(image,ResizeImageTag,(*offset)++,span); if (proceed == MagickFalse) status=MagickFalse; } } resize_view=DestroyCacheView(resize_view); image_view=DestroyCacheView(image_view); contributions=DestroyContributionThreadSet(contributions); return(status); } MagickExport Image *ResizeImage(const Image *image,const size_t columns, const size_t rows,const FilterType filter,ExceptionInfo *exception) { double x_factor, y_factor; FilterType filter_type; Image *filter_image, *resize_image; MagickOffsetType offset; MagickSizeType span; MagickStatusType status; ResizeFilter *resize_filter; /* Acquire resize image. */ assert(image != (Image *) NULL); assert(image->signature == MagickCoreSignature); if (image->debug != MagickFalse) (void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename); assert(exception != (ExceptionInfo *) NULL); assert(exception->signature == MagickCoreSignature); if ((columns == 0) || (rows == 0)) ThrowImageException(ImageError,"NegativeOrZeroImageSize"); if ((columns == image->columns) && (rows == image->rows) && (filter == UndefinedFilter)) return(CloneImage(image,0,0,MagickTrue,exception)); /* Acquire resize filter. */ x_factor=(double) columns/(double) image->columns; y_factor=(double) rows/(double) image->rows; filter_type=LanczosFilter; if (filter != UndefinedFilter) filter_type=filter; else if ((x_factor == 1.0) && (y_factor == 1.0)) filter_type=PointFilter; else if ((image->storage_class == PseudoClass) || (image->alpha_trait != UndefinedPixelTrait) || ((x_factor*y_factor) > 1.0)) filter_type=MitchellFilter; resize_filter=AcquireResizeFilter(image,filter_type,MagickFalse,exception); #if defined(MAGICKCORE_OPENCL_SUPPORT) resize_image=AccelerateResizeImage(image,columns,rows,resize_filter, exception); if (resize_image != (Image *) NULL) { resize_filter=DestroyResizeFilter(resize_filter); return(resize_image); } #endif resize_image=CloneImage(image,columns,rows,MagickTrue,exception); if (resize_image == (Image *) NULL) { resize_filter=DestroyResizeFilter(resize_filter); return(resize_image); } if (x_factor > y_factor) filter_image=CloneImage(image,columns,image->rows,MagickTrue,exception); else filter_image=CloneImage(image,image->columns,rows,MagickTrue,exception); if (filter_image == (Image *) NULL) { resize_filter=DestroyResizeFilter(resize_filter); return(DestroyImage(resize_image)); } /* Resize image. */ offset=0; if (x_factor > y_factor) { span=(MagickSizeType) (filter_image->columns+rows); status=HorizontalFilter(resize_filter,image,filter_image,x_factor,span, &offset,exception); status&=VerticalFilter(resize_filter,filter_image,resize_image,y_factor, span,&offset,exception); } else { span=(MagickSizeType) (filter_image->rows+columns); status=VerticalFilter(resize_filter,image,filter_image,y_factor,span, &offset,exception); status&=HorizontalFilter(resize_filter,filter_image,resize_image,x_factor, span,&offset,exception); } /* Free resources. */ filter_image=DestroyImage(filter_image); resize_filter=DestroyResizeFilter(resize_filter); if (status == MagickFalse) { resize_image=DestroyImage(resize_image); return((Image *) NULL); } resize_image->type=image->type; return(resize_image); } /* %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % % % % % % S a m p l e I m a g e % % % % % % % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % SampleImage() scales an image to the desired dimensions with pixel % sampling. Unlike other scaling methods, this method does not introduce % any additional color into the scaled image. % % The format of the SampleImage method is: % % Image *SampleImage(const Image *image,const size_t columns, % const size_t rows,ExceptionInfo *exception) % % A description of each parameter follows: % % o image: the image. % % o columns: the number of columns in the sampled image. % % o rows: the number of rows in the sampled image. % % o exception: return any errors or warnings in this structure. % */ MagickExport Image *SampleImage(const Image *image,const size_t columns, const size_t rows,ExceptionInfo *exception) { #define SampleImageTag "Sample/Image" CacheView *image_view, *sample_view; Image *sample_image; MagickBooleanType status; MagickOffsetType progress; register ssize_t x1; ssize_t *x_offset, y; PointInfo sample_offset; /* Initialize sampled image attributes. */ assert(image != (const Image *) NULL); assert(image->signature == MagickCoreSignature); if (image->debug != MagickFalse) (void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename); assert(exception != (ExceptionInfo *) NULL); assert(exception->signature == MagickCoreSignature); if ((columns == 0) || (rows == 0)) ThrowImageException(ImageError,"NegativeOrZeroImageSize"); if ((columns == image->columns) && (rows == image->rows)) return(CloneImage(image,0,0,MagickTrue,exception)); sample_image=CloneImage(image,columns,rows,MagickTrue,exception); if (sample_image == (Image *) NULL) return((Image *) NULL); /* Set the sampling offset, default is in the mid-point of sample regions. */ sample_offset.x=sample_offset.y=0.5-MagickEpsilon; { const char *value; value=GetImageArtifact(image,"sample:offset"); if (value != (char *) NULL) { GeometryInfo geometry_info; MagickStatusType flags; (void) ParseGeometry(value,&geometry_info); flags=ParseGeometry(value,&geometry_info); sample_offset.x=sample_offset.y=geometry_info.rho/100.0-MagickEpsilon; if ((flags & SigmaValue) != 0) sample_offset.y=geometry_info.sigma/100.0-MagickEpsilon; } } /* Allocate scan line buffer and column offset buffers. */ x_offset=(ssize_t *) AcquireQuantumMemory((size_t) sample_image->columns, sizeof(*x_offset)); if (x_offset == (ssize_t *) NULL) { sample_image=DestroyImage(sample_image); ThrowImageException(ResourceLimitError,"MemoryAllocationFailed"); } for (x1=0; x1 < (ssize_t) sample_image->columns; x1++) x_offset[x1]=(ssize_t) ((((double) x1+sample_offset.x)*image->columns)/ sample_image->columns); /* Sample each row. */ status=MagickTrue; progress=0; image_view=AcquireVirtualCacheView(image,exception); sample_view=AcquireAuthenticCacheView(sample_image,exception); #if defined(MAGICKCORE_OPENMP_SUPPORT) #pragma omp parallel for schedule(static) shared(status) \ magick_number_threads(image,sample_image,sample_image->rows,1) #endif for (y=0; y < (ssize_t) sample_image->rows; y++) { register const Quantum *magick_restrict p; register Quantum *magick_restrict q; register ssize_t x; ssize_t y_offset; if (status == MagickFalse) continue; y_offset=(ssize_t) ((((double) y+sample_offset.y)*image->rows)/ sample_image->rows); p=GetCacheViewVirtualPixels(image_view,0,y_offset,image->columns,1, exception); q=QueueCacheViewAuthenticPixels(sample_view,0,y,sample_image->columns,1, exception); if ((p == (const Quantum *) NULL) || (q == (Quantum *) NULL)) { status=MagickFalse; continue; } /* Sample each column. */ for (x=0; x < (ssize_t) sample_image->columns; x++) { register ssize_t i; if (GetPixelWriteMask(sample_image,q) <= (QuantumRange/2)) { q+=GetPixelChannels(sample_image); continue; } for (i=0; i < (ssize_t) GetPixelChannels(sample_image); i++) { PixelChannel channel; PixelTrait image_traits, traits; channel=GetPixelChannelChannel(sample_image,i); traits=GetPixelChannelTraits(sample_image,channel); image_traits=GetPixelChannelTraits(image,channel); if ((traits == UndefinedPixelTrait) || (image_traits == UndefinedPixelTrait)) continue; SetPixelChannel(sample_image,channel,p[x_offset[x]*GetPixelChannels( image)+i],q); } q+=GetPixelChannels(sample_image); } if (SyncCacheViewAuthenticPixels(sample_view,exception) == MagickFalse) status=MagickFalse; if (image->progress_monitor != (MagickProgressMonitor) NULL) { MagickBooleanType proceed; #if defined(MAGICKCORE_OPENMP_SUPPORT) #pragma omp critical (MagickCore_SampleImage) #endif proceed=SetImageProgress(image,SampleImageTag,progress++,image->rows); if (proceed == MagickFalse) status=MagickFalse; } } image_view=DestroyCacheView(image_view); sample_view=DestroyCacheView(sample_view); x_offset=(ssize_t *) RelinquishMagickMemory(x_offset); sample_image->type=image->type; if (status == MagickFalse) sample_image=DestroyImage(sample_image); return(sample_image); } /* %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % % % % % % S c a l e I m a g e % % % % % % % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % ScaleImage() changes the size of an image to the given dimensions. % % The format of the ScaleImage method is: % % Image *ScaleImage(const Image *image,const size_t columns, % const size_t rows,ExceptionInfo *exception) % % A description of each parameter follows: % % o image: the image. % % o columns: the number of columns in the scaled image. % % o rows: the number of rows in the scaled image. % % o exception: return any errors or warnings in this structure. % */ MagickExport Image *ScaleImage(const Image *image,const size_t columns, const size_t rows,ExceptionInfo *exception) { #define ScaleImageTag "Scale/Image" CacheView *image_view, *scale_view; double alpha, pixel[CompositePixelChannel], *scale_scanline, *scanline, *x_vector, *y_vector; Image *scale_image; MagickBooleanType next_column, next_row, proceed, status; PixelTrait scale_traits; PointInfo scale, span; register ssize_t i; ssize_t n, number_rows, y; /* Initialize scaled image attributes. */ assert(image != (const Image *) NULL); assert(image->signature == MagickCoreSignature); if (image->debug != MagickFalse) (void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename); assert(exception != (ExceptionInfo *) NULL); assert(exception->signature == MagickCoreSignature); if ((columns == 0) || (rows == 0)) ThrowImageException(ImageError,"NegativeOrZeroImageSize"); if ((columns == image->columns) && (rows == image->rows)) return(CloneImage(image,0,0,MagickTrue,exception)); scale_image=CloneImage(image,columns,rows,MagickTrue,exception); if (scale_image == (Image *) NULL) return((Image *) NULL); if (SetImageStorageClass(scale_image,DirectClass,exception) == MagickFalse) { scale_image=DestroyImage(scale_image); return((Image *) NULL); } /* Allocate memory. */ x_vector=(double *) AcquireQuantumMemory((size_t) image->columns, MaxPixelChannels*sizeof(*x_vector)); scanline=x_vector; if (image->rows != scale_image->rows) scanline=(double *) AcquireQuantumMemory((size_t) image->columns, MaxPixelChannels*sizeof(*scanline)); scale_scanline=(double *) AcquireQuantumMemory((size_t) scale_image->columns, MaxPixelChannels*sizeof(*scale_scanline)); y_vector=(double *) AcquireQuantumMemory((size_t) image->columns, MaxPixelChannels*sizeof(*y_vector)); if ((scanline == (double *) NULL) || (scale_scanline == (double *) NULL) || (x_vector == (double *) NULL) || (y_vector == (double *) NULL)) { if ((image->rows != scale_image->rows) && (scanline != (double *) NULL)) scanline=(double *) RelinquishMagickMemory(scanline); if (scale_scanline != (double *) NULL) scale_scanline=(double *) RelinquishMagickMemory(scale_scanline); if (x_vector != (double *) NULL) x_vector=(double *) RelinquishMagickMemory(x_vector); if (y_vector != (double *) NULL) y_vector=(double *) RelinquishMagickMemory(y_vector); scale_image=DestroyImage(scale_image); ThrowImageException(ResourceLimitError,"MemoryAllocationFailed"); } /* Scale image. */ number_rows=0; next_row=MagickTrue; span.y=1.0; scale.y=(double) scale_image->rows/(double) image->rows; (void) memset(y_vector,0,(size_t) MaxPixelChannels*image->columns* sizeof(*y_vector)); n=0; status=MagickTrue; image_view=AcquireVirtualCacheView(image,exception); scale_view=AcquireAuthenticCacheView(scale_image,exception); for (y=0; y < (ssize_t) scale_image->rows; y++) { register const Quantum *magick_restrict p; register Quantum *magick_restrict q; register ssize_t x; if (status == MagickFalse) break; q=QueueCacheViewAuthenticPixels(scale_view,0,y,scale_image->columns,1, exception); if (q == (Quantum *) NULL) { status=MagickFalse; break; } alpha=1.0; if (scale_image->rows == image->rows) { /* Read a new scanline. */ p=GetCacheViewVirtualPixels(image_view,0,n++,image->columns,1, exception); if (p == (const Quantum *) NULL) { status=MagickFalse; break; } for (x=0; x < (ssize_t) image->columns; x++) { if (GetPixelWriteMask(image,p) <= (QuantumRange/2)) { p+=GetPixelChannels(image); continue; } if (image->alpha_trait != UndefinedPixelTrait) alpha=QuantumScale*GetPixelAlpha(image,p); for (i=0; i < (ssize_t) GetPixelChannels(image); i++) { PixelChannel channel = GetPixelChannelChannel(image,i); PixelTrait traits = GetPixelChannelTraits(image,channel); if ((traits & BlendPixelTrait) == 0) { x_vector[x*GetPixelChannels(image)+i]=(double) p[i]; continue; } x_vector[x*GetPixelChannels(image)+i]=alpha*p[i]; } p+=GetPixelChannels(image); } } else { /* Scale Y direction. */ while (scale.y < span.y) { if ((next_row != MagickFalse) && (number_rows < (ssize_t) image->rows)) { /* Read a new scanline. */ p=GetCacheViewVirtualPixels(image_view,0,n++,image->columns,1, exception); if (p == (const Quantum *) NULL) { status=MagickFalse; break; } for (x=0; x < (ssize_t) image->columns; x++) { if (GetPixelWriteMask(image,p) <= (QuantumRange/2)) { p+=GetPixelChannels(image); continue; } if (image->alpha_trait != UndefinedPixelTrait) alpha=QuantumScale*GetPixelAlpha(image,p); for (i=0; i < (ssize_t) GetPixelChannels(image); i++) { PixelChannel channel = GetPixelChannelChannel(image,i); PixelTrait traits = GetPixelChannelTraits(image,channel); if ((traits & BlendPixelTrait) == 0) { x_vector[x*GetPixelChannels(image)+i]=(double) p[i]; continue; } x_vector[x*GetPixelChannels(image)+i]=alpha*p[i]; } p+=GetPixelChannels(image); } number_rows++; } for (x=0; x < (ssize_t) image->columns; x++) for (i=0; i < (ssize_t) GetPixelChannels(image); i++) y_vector[x*GetPixelChannels(image)+i]+=scale.y* x_vector[x*GetPixelChannels(image)+i]; span.y-=scale.y; scale.y=(double) scale_image->rows/(double) image->rows; next_row=MagickTrue; } if ((next_row != MagickFalse) && (number_rows < (ssize_t) image->rows)) { /* Read a new scanline. */ p=GetCacheViewVirtualPixels(image_view,0,n++,image->columns,1, exception); if (p == (const Quantum *) NULL) { status=MagickFalse; break; } for (x=0; x < (ssize_t) image->columns; x++) { if (GetPixelWriteMask(image,p) <= (QuantumRange/2)) { p+=GetPixelChannels(image); continue; } if (image->alpha_trait != UndefinedPixelTrait) alpha=QuantumScale*GetPixelAlpha(image,p); for (i=0; i < (ssize_t) GetPixelChannels(image); i++) { PixelChannel channel = GetPixelChannelChannel(image,i); PixelTrait traits = GetPixelChannelTraits(image,channel); if ((traits & BlendPixelTrait) == 0) { x_vector[x*GetPixelChannels(image)+i]=(double) p[i]; continue; } x_vector[x*GetPixelChannels(image)+i]=alpha*p[i]; } p+=GetPixelChannels(image); } number_rows++; next_row=MagickFalse; } for (x=0; x < (ssize_t) image->columns; x++) { for (i=0; i < (ssize_t) GetPixelChannels(image); i++) { pixel[i]=y_vector[x*GetPixelChannels(image)+i]+span.y* x_vector[x*GetPixelChannels(image)+i]; scanline[x*GetPixelChannels(image)+i]=pixel[i]; y_vector[x*GetPixelChannels(image)+i]=0.0; } } scale.y-=span.y; if (scale.y <= 0) { scale.y=(double) scale_image->rows/(double) image->rows; next_row=MagickTrue; } span.y=1.0; } if (scale_image->columns == image->columns) { /* Transfer scanline to scaled image. */ for (x=0; x < (ssize_t) scale_image->columns; x++) { if (GetPixelWriteMask(scale_image,q) <= (QuantumRange/2)) { q+=GetPixelChannels(scale_image); continue; } if (image->alpha_trait != UndefinedPixelTrait) { alpha=QuantumScale*scanline[x*GetPixelChannels(image)+ GetPixelChannelOffset(image,AlphaPixelChannel)]; alpha=PerceptibleReciprocal(alpha); } for (i=0; i < (ssize_t) GetPixelChannels(image); i++) { PixelChannel channel = GetPixelChannelChannel(image,i); PixelTrait traits = GetPixelChannelTraits(image,channel); scale_traits=GetPixelChannelTraits(scale_image,channel); if ((traits == UndefinedPixelTrait) || (scale_traits == UndefinedPixelTrait)) continue; if ((traits & BlendPixelTrait) == 0) { SetPixelChannel(scale_image,channel,ClampToQuantum( scanline[x*GetPixelChannels(image)+i]),q); continue; } SetPixelChannel(scale_image,channel,ClampToQuantum(alpha*scanline[ x*GetPixelChannels(image)+i]),q); } q+=GetPixelChannels(scale_image); } } else { ssize_t t; /* Scale X direction. */ for (i=0; i < (ssize_t) GetPixelChannels(image); i++) pixel[i]=0.0; next_column=MagickFalse; span.x=1.0; t=0; for (x=0; x < (ssize_t) image->columns; x++) { scale.x=(double) scale_image->columns/(double) image->columns; while (scale.x >= span.x) { if (next_column != MagickFalse) { for (i=0; i < (ssize_t) GetPixelChannels(image); i++) pixel[i]=0.0; t++; } for (i=0; i < (ssize_t) GetPixelChannels(image); i++) { PixelChannel channel = GetPixelChannelChannel(image,i); PixelTrait traits = GetPixelChannelTraits(image,channel); if (traits == UndefinedPixelTrait) continue; pixel[i]+=span.x*scanline[x*GetPixelChannels(image)+i]; scale_scanline[t*GetPixelChannels(image)+i]=pixel[i]; } scale.x-=span.x; span.x=1.0; next_column=MagickTrue; } if (scale.x > 0) { if (next_column != MagickFalse) { for (i=0; i < (ssize_t) GetPixelChannels(image); i++) pixel[i]=0.0; next_column=MagickFalse; t++; } for (i=0; i < (ssize_t) GetPixelChannels(image); i++) pixel[i]+=scale.x*scanline[x*GetPixelChannels(image)+i]; span.x-=scale.x; } } if (span.x > 0) { for (i=0; i < (ssize_t) GetPixelChannels(image); i++) pixel[i]+=span.x*scanline[(x-1)*GetPixelChannels(image)+i]; } if ((next_column == MagickFalse) && (t < (ssize_t) scale_image->columns)) for (i=0; i < (ssize_t) GetPixelChannels(image); i++) scale_scanline[t*GetPixelChannels(image)+i]=pixel[i]; /* Transfer scanline to scaled image. */ for (x=0; x < (ssize_t) scale_image->columns; x++) { if (GetPixelWriteMask(scale_image,q) <= (QuantumRange/2)) { q+=GetPixelChannels(scale_image); continue; } if (image->alpha_trait != UndefinedPixelTrait) { alpha=QuantumScale*scale_scanline[x*GetPixelChannels(image)+ GetPixelChannelOffset(image,AlphaPixelChannel)]; alpha=PerceptibleReciprocal(alpha); } for (i=0; i < (ssize_t) GetPixelChannels(image); i++) { PixelChannel channel = GetPixelChannelChannel(image,i); PixelTrait traits = GetPixelChannelTraits(image,channel); scale_traits=GetPixelChannelTraits(scale_image,channel); if ((traits == UndefinedPixelTrait) || (scale_traits == UndefinedPixelTrait)) continue; if ((traits & BlendPixelTrait) == 0) { SetPixelChannel(scale_image,channel,ClampToQuantum( scale_scanline[x*GetPixelChannels(image)+i]),q); continue; } SetPixelChannel(scale_image,channel,ClampToQuantum(alpha* scale_scanline[x*GetPixelChannels(image)+i]),q); } q+=GetPixelChannels(scale_image); } } if (SyncCacheViewAuthenticPixels(scale_view,exception) == MagickFalse) { status=MagickFalse; break; } proceed=SetImageProgress(image,ScaleImageTag,(MagickOffsetType) y, image->rows); if (proceed == MagickFalse) { status=MagickFalse; break; } } scale_view=DestroyCacheView(scale_view); image_view=DestroyCacheView(image_view); /* Free allocated memory. */ y_vector=(double *) RelinquishMagickMemory(y_vector); scale_scanline=(double *) RelinquishMagickMemory(scale_scanline); if (scale_image->rows != image->rows) scanline=(double *) RelinquishMagickMemory(scanline); x_vector=(double *) RelinquishMagickMemory(x_vector); scale_image->type=image->type; if (status == MagickFalse) scale_image=DestroyImage(scale_image); return(scale_image); } /* %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % % % % % % T h u m b n a i l I m a g e % % % % % % % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % ThumbnailImage() changes the size of an image to the given dimensions and % removes any associated profiles. The goal is to produce small low cost % thumbnail images suited for display on the Web. % % The format of the ThumbnailImage method is: % % Image *ThumbnailImage(const Image *image,const size_t columns, % const size_t rows,ExceptionInfo *exception) % % A description of each parameter follows: % % o image: the image. % % o columns: the number of columns in the scaled image. % % o rows: the number of rows in the scaled image. % % o exception: return any errors or warnings in this structure. % */ MagickExport Image *ThumbnailImage(const Image *image,const size_t columns, const size_t rows,ExceptionInfo *exception) { #define SampleFactor 5 char filename[MagickPathExtent], value[MagickPathExtent]; const char *name; Image *thumbnail_image; double x_factor, y_factor; struct stat attributes; assert(image != (Image *) NULL); assert(image->signature == MagickCoreSignature); if (image->debug != MagickFalse) (void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename); assert(exception != (ExceptionInfo *) NULL); assert(exception->signature == MagickCoreSignature); x_factor=(double) columns/(double) image->columns; y_factor=(double) rows/(double) image->rows; if ((x_factor*y_factor) > 0.1) thumbnail_image=ResizeImage(image,columns,rows,image->filter,exception); else if (((SampleFactor*columns) < 128) || ((SampleFactor*rows) < 128)) thumbnail_image=ResizeImage(image,columns,rows,image->filter,exception); else { Image *sample_image; sample_image=SampleImage(image,SampleFactor*columns,SampleFactor*rows, exception); if (sample_image == (Image *) NULL) return((Image *) NULL); thumbnail_image=ResizeImage(sample_image,columns,rows,image->filter, exception); sample_image=DestroyImage(sample_image); } if (thumbnail_image == (Image *) NULL) return(thumbnail_image); (void) ParseAbsoluteGeometry("0x0+0+0",&thumbnail_image->page); if (thumbnail_image->alpha_trait == UndefinedPixelTrait) (void) SetImageAlphaChannel(thumbnail_image,OpaqueAlphaChannel,exception); thumbnail_image->depth=8; thumbnail_image->interlace=NoInterlace; /* Strip all profiles except color profiles. */ ResetImageProfileIterator(thumbnail_image); for (name=GetNextImageProfile(thumbnail_image); name != (const char *) NULL; ) { if ((LocaleCompare(name,"icc") != 0) && (LocaleCompare(name,"icm") != 0)) { (void) DeleteImageProfile(thumbnail_image,name); ResetImageProfileIterator(thumbnail_image); } name=GetNextImageProfile(thumbnail_image); } (void) DeleteImageProperty(thumbnail_image,"comment"); (void) CopyMagickString(value,image->magick_filename,MagickPathExtent); if (strstr(image->magick_filename,"//") == (char *) NULL) (void) FormatLocaleString(value,MagickPathExtent,"file://%s", image->magick_filename); (void) SetImageProperty(thumbnail_image,"Thumb::URI",value,exception); GetPathComponent(image->magick_filename,TailPath,filename); (void) CopyMagickString(value,filename,MagickPathExtent); if ( GetPathAttributes(image->filename,&attributes) != MagickFalse ) { (void) FormatLocaleString(value,MagickPathExtent,"%.20g",(double) attributes.st_mtime); (void) SetImageProperty(thumbnail_image,"Thumb::MTime",value,exception); } (void) FormatLocaleString(value,MagickPathExtent,"%.20g",(double) attributes.st_mtime); (void) FormatMagickSize(GetBlobSize(image),MagickFalse,"B",MagickPathExtent, value); (void) SetImageProperty(thumbnail_image,"Thumb::Size",value,exception); (void) FormatLocaleString(value,MagickPathExtent,"image/%s",image->magick); LocaleLower(value); (void) SetImageProperty(thumbnail_image,"Thumb::Mimetype",value,exception); (void) SetImageProperty(thumbnail_image,"software",MagickAuthoritativeURL, exception); (void) FormatLocaleString(value,MagickPathExtent,"%.20g",(double) image->magick_columns); (void) SetImageProperty(thumbnail_image,"Thumb::Image::Width",value, exception); (void) FormatLocaleString(value,MagickPathExtent,"%.20g",(double) image->magick_rows); (void) SetImageProperty(thumbnail_image,"Thumb::Image::Height",value, exception); (void) FormatLocaleString(value,MagickPathExtent,"%.20g",(double) GetImageListLength(image)); (void) SetImageProperty(thumbnail_image,"Thumb::Document::Pages",value, exception); return(thumbnail_image); }
main.c
#include <stdio.h> #include <stdlib.h> #include <math.h> #include <string.h> #include <time.h> #include "omp.h" #include "functions.h" int main (int argc, char **argv) { int Nthreads = 1; omp_set_num_threads(Nthreads); //seed value for the randomizer double seed = clock(); //this will make your program run differently everytime //double seed = 0; //uncomment this and your program will behave the same everytime it's run srand(seed); //declare storage for an ElGamal cryptosytem unsigned int p, g, h, x; //begin with rank 0 getting user's input unsigned int n; printf("Enter a number of bits: "); fflush(stdout); char status = scanf("%u",&n); //make sure the input makes sense if ((n<9)||(n>31)) {//Updated bounds. 8 is no good (need to encode chars) printf("Unsupported bit size.\n"); return 0; } printf("\n"); //setup an ElGamal cryptosystem setupElGamal(n,&p,&g,&h,&x); int bufferSize = 1024; unsigned char *message = (unsigned char *) malloc(bufferSize*sizeof(unsigned char)); //populate the string with a message strcpy(message, "Hello, this is the message as a string."); printf("Message = \"%s\"\n", message); /* Q1.1 Finish this line */ unsigned int charsPerInt = n/8; padString(message, charsPerInt); printf("Padded Message = \"%s\"\n", message); unsigned int Nchars = strlen(message); unsigned int Nints = strlen(message)/charsPerInt; //storage for message as elements of Z_p unsigned int *Zmessage = (unsigned int *) malloc(Nints*sizeof(unsigned int)); //storage for extra encryption coefficient unsigned int *a = (unsigned int *) malloc(Nints*sizeof(unsigned int)); // cast the string into an unsigned int array convertStringToZ(message, Nchars, Zmessage, Nints); //Encrypt the Zmessage with the ElGamal cyrptographic system ElGamalEncrypt(Zmessage,a,Nints,p,g,h); printf("The encrypted text is: "); for (unsigned int i=0;i<Nints;i++) { printf("(%u,%u) ", Zmessage[i], a[i]); } printf("]\n"); //Decrypt the Zmessage with the ElGamal cyrptographic system ElGamalDecrypt(Zmessage,a,Nints,p,x); convertZToString(Zmessage, Nints, message, Nchars); printf("Decrypted Message = \"%s\"\n", message); printf("\n"); //Suppose we don't know the secret key. Use OpenMP threads to try and find it in parallel printf("Using %d OpenMP threads to find the secret key...\n", Nthreads); /* Q2.3 Parallelize this loop with OpenMP */ int patsExit = 0; double startTime = omp_get_wtime(); #pragma omp parallel for shared(patsExit) for (unsigned int i=0;i<p-1;i++) { if (modExp(g,i+1,p)==h) { printf("Secret key found! x = %u \n", i+1); patsExit =1; } //end if (patsExit == 1){ i = p-1; //should end the for loop } } double endTime = omp_get_wtime(); double totalTime = endTime-startTime; double work = (double) p; double throughput = work/totalTime; printf("Searching all keys took %g seconds, throughput was %g values tested per second.\n", totalTime, throughput); return 0; }
blackberry_ES10_fmt_plug.c
/* Cracker for BlackBerry Enterprise Server 10 hashes. * * Thanks to Nicolas RUFF for providing the algorithm details and sample * hashes! * * USE BDSMgmt; * SELECT LoginPassword FROM EASUsers; * * This software is Copyright (c) 2013 Dhiru Kholia <dhiru at openwall.com> * and it is hereby released to the general public under the following terms: * * Redistribution and use in source and binary forms, with or without * modification, are permitted. */ #if FMT_EXTERNS_H extern struct fmt_main fmt_blackberry1; #elif FMT_REGISTERS_H john_register_one(&fmt_blackberry1); #else #include <string.h> #include <errno.h> #include "sha2.h" #include "arch.h" //#undef _OPENMP //#undef SIMD_COEF_64 //#undef SIMD_PARA_SHA512 #include "misc.h" #include "common.h" #include "formats.h" #include "params.h" #include "options.h" #include "johnswap.h" #include "simd-intrinsics.h" #ifdef _OPENMP #include <omp.h> // OMP_SCALE tests (intel core i7) // 8 - 77766 // 64 - 80075 // 128 - 82016 -test=0 is still almost instant. // 256 - 81753 // 512 - 80537 #ifndef OMP_SCALE #define OMP_SCALE 128 #endif #endif #include "memdbg.h" #define FORMAT_TAG "$bbes10$" #define FORMAT_TAG_LENGTH (sizeof(FORMAT_TAG)-1) #define FORMAT_LABEL "Blackberry-ES10" #define FORMAT_NAME "" #define ALGORITHM_NAME "SHA-512 " SHA512_ALGORITHM_NAME #define BENCHMARK_COMMENT " (101x)" #define BENCHMARK_LENGTH -1 #define PLAINTEXT_LENGTH 125 #define BINARY_SIZE 64 #define BINARY_ALIGN 4 #define MAX_SALT_SIZE 64 #define SALT_SIZE sizeof(struct custom_salt) #define SALT_ALIGN 4 #ifdef SIMD_COEF_64 #define MIN_KEYS_PER_CRYPT (SIMD_COEF_64*SIMD_PARA_SHA512) #define MAX_KEYS_PER_CRYPT (SIMD_COEF_64*SIMD_PARA_SHA512) #else #define MIN_KEYS_PER_CRYPT 1 #define MAX_KEYS_PER_CRYPT 1 #endif static struct fmt_tests blackberry_tests[] = { {"$bbes10$76BDF6BE760FCF5DEE7B20E27632D1FEDD9D64E1BBCC941F42957E87CBFB96F176324B2E2C71976CEBE67CA6F400F33F001D7453D80F4AF5D80C8A93ED0BA0E6$DB1C19C0", "toulouse"}, {"$bbes10$57ECCAA65BB087E3E506A8C5CEBEE193DD051538CE44F4156D65F1B44E0266DF49337EA11812DF12E39C8B12EB46F19C291FD9529CD4F09B3C8109BE6F4861E5$0wzWUnuQ", "test"}, {"$bbes10$217A6A0646ACF599B5A05A3D2B47F96B576353C74E4D28E857A476EFDFB36B27930FEDAA8064FFD17F36C7C854BED49FF95029B3310434BB2D05524043AE6E44$A5Dr4lXa", "ripper"}, {"$bbes10$DE1A954989FFED2D74900463A1AD7B14D852164D84AA0443F0EC59A0875A911C92CEF73E7C082B13864132644FA49DFEBDCF1D2DA0C9711CD4DC348A855F7285$MnphRIkf", "superbadPass"}, {NULL} }; static char (*saved_key)[PLAINTEXT_LENGTH + 1]; static ARCH_WORD_32 (*crypt_out)[BINARY_SIZE / sizeof(ARCH_WORD_32)]; static struct custom_salt { int iterations; char unsigned salt[MAX_SALT_SIZE + 1]; } *cur_salt; static void init(struct fmt_main *self) { #ifdef _OPENMP int omp_t = omp_get_max_threads(); self->params.min_keys_per_crypt *= omp_t; omp_t *= OMP_SCALE; self->params.max_keys_per_crypt *= omp_t; #endif saved_key = mem_calloc(self->params.max_keys_per_crypt, sizeof(*saved_key)); crypt_out = mem_calloc(self->params.max_keys_per_crypt, sizeof(*crypt_out)); } static void done(void) { MEM_FREE(crypt_out); MEM_FREE(saved_key); } static int valid(char *ciphertext, struct fmt_main *self) { char *ctcopy, *keeptr; char *p; if (strncmp(ciphertext, FORMAT_TAG, FORMAT_TAG_LENGTH) != 0) return 0; ctcopy = strdup(ciphertext); keeptr = ctcopy; ctcopy += FORMAT_TAG_LENGTH; if (0 < strlen(ctcopy) && '$' == ctcopy[strlen(ctcopy) - 1]) /* Can not end with '$' */ goto err; if ((p = strtokm(ctcopy, "$")) == NULL) /* hash */ goto err; if(strlen(p) != BINARY_SIZE * 2) goto err; if (!ishexuc(p)) goto err; if ((p = strtokm(NULL, "$")) == NULL) /* salt */ goto err; if(strlen(p) > MAX_SALT_SIZE) goto err; p = strtokm(NULL, "$"); if (p) goto err; MEM_FREE(keeptr); return 1; err: MEM_FREE(keeptr); return 0; } static void *get_salt(char *ciphertext) { char *p; static struct custom_salt cs; memset(&cs, 0, sizeof(cs)); p = strrchr(ciphertext, '$') + 1; strcpy((char*)cs.salt, p); return (void *)&cs; } static void *get_binary(char *ciphertext) { static union { unsigned char c[BINARY_SIZE]; ARCH_WORD_32 dummy; } buf; unsigned char *out = buf.c; int i; char *p = ciphertext + FORMAT_TAG_LENGTH; for (i = 0; i < BINARY_SIZE; i++) { out[i] = (atoi16[ARCH_INDEX(*p)] << 4) | atoi16[ARCH_INDEX(p[1])]; p += 2; } return out; } static int get_hash_0(int index) { return crypt_out[index][0] & PH_MASK_0; } static int get_hash_1(int index) { return crypt_out[index][0] & PH_MASK_1; } static int get_hash_2(int index) { return crypt_out[index][0] & PH_MASK_2; } static int get_hash_3(int index) { return crypt_out[index][0] & PH_MASK_3; } static int get_hash_4(int index) { return crypt_out[index][0] & PH_MASK_4; } static int get_hash_5(int index) { return crypt_out[index][0] & PH_MASK_5; } static int get_hash_6(int index) { return crypt_out[index][0] & PH_MASK_6; } static void set_salt(void *salt) { cur_salt = (struct custom_salt *)salt; } static int crypt_all(int *pcount, struct db_salt *salt) { const int count = *pcount; int index = 0; #ifdef _OPENMP #pragma omp parallel for #endif for (index = 0; index < count; index += MAX_KEYS_PER_CRYPT) { int j; SHA512_CTX ctx; #ifdef SIMD_COEF_64 unsigned int i; unsigned char _IBuf[128*MAX_KEYS_PER_CRYPT+MEM_ALIGN_CACHE], *keys, tmpBuf[128]; ARCH_WORD_64 *keys64, *tmpBuf64=(ARCH_WORD_64*)tmpBuf, *p64; keys = (unsigned char*)mem_align(_IBuf, MEM_ALIGN_CACHE); keys64 = (ARCH_WORD_64*)keys; memset(keys, 0, 128*MAX_KEYS_PER_CRYPT); for (i = 0; i < MAX_KEYS_PER_CRYPT; ++i) { SHA512_Init(&ctx); SHA512_Update(&ctx, saved_key[index+i], strlen(saved_key[index+i])); SHA512_Update(&ctx, cur_salt->salt, strlen((char*)cur_salt->salt)); SHA512_Final(tmpBuf, &ctx); p64 = &keys64[i%SIMD_COEF_64+i/SIMD_COEF_64*SHA_BUF_SIZ*SIMD_COEF_64]; for (j = 0; j < 8; ++j) p64[j*SIMD_COEF_64] = JOHNSWAP64(tmpBuf64[j]); p64[8*SIMD_COEF_64] = 0x8000000000000000ULL; p64[15*SIMD_COEF_64] = 0x200; } for (j = 0; j < 98; j++) SIMDSHA512body(keys, keys64, NULL, SSEi_MIXED_IN|SSEi_OUTPUT_AS_INP_FMT); // Last one with FLAT_OUT SIMDSHA512body(keys, (ARCH_WORD_64*)crypt_out[index], NULL, SSEi_MIXED_IN|SSEi_OUTPUT_AS_INP_FMT|SSEi_FLAT_OUT); #else SHA512_Init(&ctx); SHA512_Update(&ctx, saved_key[index], strlen(saved_key[index])); SHA512_Update(&ctx, cur_salt->salt, strlen((char*)cur_salt->salt)); SHA512_Final((unsigned char *)crypt_out[index], &ctx); /* now "h" (crypt_out[index] becomes our input * total SHA-512 calls => 101 */ for (j = 0; j < 99; j++) { SHA512_CTX ctx; SHA512_Init(&ctx); SHA512_Update(&ctx, (unsigned char*)crypt_out[index], 64); SHA512_Final((unsigned char *)crypt_out[index], &ctx); } #endif } return count; } static int cmp_all(void *binary, int count) { int index = 0; for (; index < count; index++) if (!memcmp(binary, crypt_out[index], ARCH_SIZE)) return 1; return 0; } static int cmp_one(void *binary, int index) { return !memcmp(binary, crypt_out[index], BINARY_SIZE); } static int cmp_exact(char *source, int index) { return 1; } static void blackberry_set_key(char *key, int index) { int saved_len = strlen(key); if (saved_len > PLAINTEXT_LENGTH) saved_len = PLAINTEXT_LENGTH; memcpy(saved_key[index], key, saved_len); saved_key[index][saved_len] = 0; } static char *get_key(int index) { return saved_key[index]; } struct fmt_main fmt_blackberry1 = { { FORMAT_LABEL, FORMAT_NAME, ALGORITHM_NAME, BENCHMARK_COMMENT, BENCHMARK_LENGTH, 0, PLAINTEXT_LENGTH, BINARY_SIZE, BINARY_ALIGN, SALT_SIZE, SALT_ALIGN, MIN_KEYS_PER_CRYPT, MAX_KEYS_PER_CRYPT, FMT_CASE | FMT_8_BIT | FMT_OMP, { NULL }, { FORMAT_TAG }, blackberry_tests }, { init, done, fmt_default_reset, fmt_default_prepare, valid, fmt_default_split, get_binary, get_salt, { NULL }, fmt_default_source, { fmt_default_binary_hash_0, fmt_default_binary_hash_1, fmt_default_binary_hash_2, fmt_default_binary_hash_3, fmt_default_binary_hash_4, fmt_default_binary_hash_5, fmt_default_binary_hash_6 }, fmt_default_salt_hash, NULL, set_salt, blackberry_set_key, get_key, fmt_default_clear_keys, crypt_all, { get_hash_0, get_hash_1, get_hash_2, get_hash_3, get_hash_4, get_hash_5, get_hash_6 }, cmp_all, cmp_one, cmp_exact } }; #endif /* plugin stanza */
pngquant.c
/* pngquant.c - quantize the colors in an alphamap down to a specified number ** ** © 2009-2019 by Kornel Lesiński. ** © 1989, 1991 by Jef Poskanzer. ** © 1997-2002 by Greg Roelofs; based on an idea by Stefan Schneider. ** ** See COPYRIGHT file for license. */ char *PNGQUANT_USAGE = "\ usage: pngquant [options] [ncolors] -- pngfile [pngfile ...]\n\ pngquant [options] [ncolors] - >stdout <stdin\n\n\ options:\n\ --force overwrite existing output files (synonym: -f)\n\ --skip-if-larger only save converted files if they're smaller than original\n\ --output file destination file path to use instead of --ext (synonym: -o)\n\ --ext new.png set custom suffix/extension for output filenames\n\ --quality min-max don't save below min, use fewer colors below max (0-100)\n\ --speed N speed/quality trade-off. 1=slow, 4=default, 11=fast & rough\n\ --nofs disable Floyd-Steinberg dithering\n\ --posterize N output lower-precision color (e.g. for ARGB4444 output)\n\ --strip remove optional metadata (default on Mac)\n\ --verbose print status messages (synonym: -v)\n\ \n\ Quantizes one or more 32-bit RGBA PNGs to 8-bit (or smaller) RGBA-palette.\n\ The output filename is the same as the input name except that\n\ it ends in \"-fs8.png\", \"-or8.png\" or your custom extension (unless the\n\ input is stdin, in which case the quantized image will go to stdout).\n\ If you pass the special output path \"-\" and a single input file, that file\n\ will be processed and the quantized image will go to stdout.\n\ The default behavior if the output file exists is to skip the conversion;\n\ use --force to overwrite. See man page for full list of options.\n"; #include <stdio.h> #include <stdlib.h> #include <string.h> #include <stdarg.h> #include <stdbool.h> #include <math.h> #if defined(_WIN32) || defined(WIN32) || defined(__WIN32__) # include <fcntl.h> /* O_BINARY */ # include <io.h> /* setmode() */ #else # include <unistd.h> #endif #ifdef _OPENMP #include <omp.h> #else #define omp_get_max_threads() 1 #define omp_get_thread_num() 0 #endif #include "rwpng.h" /* typedefs, common macros, public prototypes */ #include "libimagequant.h" /* if it fails here, run: git submodule update; ./configure; or add -Ilib to compiler flags */ #include "pngquant_opts.h" char *PNGQUANT_VERSION = LIQ_VERSION_STRING " (July 2019)"; static pngquant_error prepare_output_image(liq_result *result, liq_image *input_image, rwpng_color_transform tag, png8_image *output_image); static void set_palette(liq_result *result, png8_image *output_image); static pngquant_error read_image(liq_attr *options, const char *filename, int using_stdin, png24_image *input_image_p, liq_image **liq_image_p, bool keep_input_pixels, bool strip, bool verbose); static pngquant_error write_image(png8_image *output_image, png24_image *output_image24, const char *outname, struct pngquant_options *options, liq_attr *liq); static char *add_filename_extension(const char *filename, const char *newext); static bool file_exists(const char *outname); static void verbose_printf(liq_attr *liq, struct pngquant_options *context, const char *fmt, ...) { if (context->log_callback) { va_list va; va_start(va, fmt); int required_space = vsnprintf(NULL, 0, fmt, va)+1; // +\0 va_end(va); #if defined(_MSC_VER) char *buf = malloc(required_space); #else char buf[required_space]; #endif va_start(va, fmt); vsnprintf(buf, required_space, fmt, va); va_end(va); context->log_callback(liq, buf, context->log_callback_user_info); #if defined(_MSC_VER) free(buf); #endif } } static void log_callback(const liq_attr *attr, const char *msg, void* user_info) { fprintf(stderr, "%s\n", msg); } #ifdef _OPENMP #define LOG_BUFFER_SIZE 1300 struct buffered_log { int buf_used; char buf[LOG_BUFFER_SIZE]; }; static void log_callback_buferred_flush(const liq_attr *attr, void *context) { struct buffered_log *log = context; if (log->buf_used) { fwrite(log->buf, 1, log->buf_used, stderr); fflush(stderr); log->buf_used = 0; } } static void log_callback_buferred(const liq_attr *attr, const char *msg, void* context) { struct buffered_log *log = context; int len = strlen(msg); if (len > LOG_BUFFER_SIZE-2) len = LOG_BUFFER_SIZE-2; if (len > LOG_BUFFER_SIZE - log->buf_used - 2) log_callback_buferred_flush(attr, log); memcpy(&log->buf[log->buf_used], msg, len); log->buf_used += len+1; log->buf[log->buf_used-1] = '\n'; log->buf[log->buf_used] = '\0'; } #endif void pngquant_internal_print_config(FILE *fd) { fputs("" #ifndef NDEBUG " WARNING: this is a DEBUG (slow) version.\n" /* NDEBUG disables assert() */ #endif #if !USE_SSE && (defined(__SSE__) || defined(__amd64__) || defined(__X86_64__) || defined(__i386__)) " SSE acceleration disabled.\n" #endif #if _OPENMP " Compiled with OpenMP (multicore support).\n" #endif , fd); fflush(fd); } FILE *pngquant_c_stderr() { return stderr; } FILE *pngquant_c_stdout() { return stdout; } static void print_full_version(FILE *fd) { fprintf(fd, "pngquant, %s, by Kornel Lesinski, Greg Roelofs.\n", PNGQUANT_VERSION); pngquant_internal_print_config(fd); rwpng_version_info(fd); fputs("\n", fd); } static void print_usage(FILE *fd) { fputs(PNGQUANT_USAGE, fd); } /** * N = automatic quality, uses limit unless force is set (N-N or 0-N) * -N = no better than N (same as 0-N) * N-M = no worse than N, no better than M * N- = no worse than N, perfect if possible (same as N-100) * * where N,M are numbers between 0 (lousy) and 100 (perfect) */ static bool parse_quality(const char *quality, liq_attr *options, bool *min_quality_limit) { long limit, target; const char *str = quality; char *end; long t1 = strtol(str, &end, 10); if (str == end) return false; str = end; if ('\0' == end[0] && t1 < 0) { // quality="-%d" target = -t1; limit = 0; } else if ('\0' == end[0]) { // quality="%d" target = t1; limit = t1*9/10; } else if ('-' == end[0] && '\0' == end[1]) { // quality="%d-" target = 100; limit = t1; } else { // quality="%d-%d" long t2 = strtol(str, &end, 10); if (str == end || t2 > 0) return false; target = -t2; limit = t1; } *min_quality_limit = (limit > 0); return LIQ_OK == liq_set_quality(options, limit, target); } pngquant_error pngquant_main_internal(struct pngquant_options *options, liq_attr *liq); static pngquant_error pngquant_file_internal(const char *filename, const char *outname, struct pngquant_options *options, liq_attr *liq); #ifndef PNGQUANT_NO_MAIN int main(int argc, char *argv[]) { struct pngquant_options options = { .floyd = 1.f, // floyd-steinberg dithering .strip = false, }; pngquant_error retval = pngquant_parse_options(argc, argv, &options); if (retval != SUCCESS) { return retval; } if (options.print_version) { puts(PNGQUANT_VERSION); return SUCCESS; } if (options.missing_arguments) { print_full_version(stderr); print_usage(stderr); return MISSING_ARGUMENT; } if (options.print_help) { print_full_version(stdout); print_usage(stdout); return SUCCESS; } liq_attr *liq = liq_attr_create(); if (!liq) { fputs("SSE-capable CPU is required for this build.\n", stderr); return WRONG_ARCHITECTURE; } if (options.quality && !parse_quality(options.quality, liq, &options.min_quality_limit)) { fputs("Quality should be in format min-max where min and max are numbers in range 0-100.\n", stderr); return INVALID_ARGUMENT; } if (options.iebug) { // opacities above 238 will be rounded up to 255, because IE6 truncates <255 to 0. liq_set_min_opacity(liq, 238); fputs(" warning: the workaround for IE6 is deprecated\n", stderr); } if (options.verbose) { liq_set_log_callback(liq, log_callback, NULL); options.log_callback = log_callback; } if (options.last_index_transparent) { liq_set_last_index_transparent(liq, true); } if (options.speed >= 10) { options.fast_compression = true; if (options.speed == 11) { options.floyd = 0; options.speed = 10; } } if (options.speed && LIQ_OK != liq_set_speed(liq, options.speed)) { fputs("Speed should be between 1 (slow) and 11 (fast).\n", stderr); return INVALID_ARGUMENT; } if (options.colors && LIQ_OK != liq_set_max_colors(liq, options.colors)) { fputs("Number of colors must be between 2 and 256.\n", stderr); return INVALID_ARGUMENT; } if (options.posterize && LIQ_OK != liq_set_min_posterization(liq, options.posterize)) { fputs("Posterization should be number of bits in range 0-4.\n", stderr); return INVALID_ARGUMENT; } if (options.extension && options.output_file_path) { fputs("--ext and --output options can't be used at the same time\n", stderr); return INVALID_ARGUMENT; } // new filename extension depends on options used. Typically basename-fs8.png if (options.extension == NULL) { options.extension = options.floyd > 0 ? "-fs8.png" : "-or8.png"; } if (options.output_file_path && options.num_files != 1) { fputs(" error: Only one input file is allowed when --output is used. This error also happens when filenames with spaces are not in quotes.\n", stderr); return INVALID_ARGUMENT; } if (options.using_stdout && !options.using_stdin && options.num_files != 1) { fputs(" error: Only one input file is allowed when using the special output path \"-\" to write to stdout. This error also happens when filenames with spaces are not in quotes.\n", stderr); return INVALID_ARGUMENT; } if (!options.num_files && !options.using_stdin) { fputs("No input files specified.\n", stderr); if (options.verbose) { print_full_version(stderr); } print_usage(stderr); return MISSING_ARGUMENT; } retval = pngquant_main_internal(&options, liq); liq_attr_destroy(liq); return retval; } #endif // Don't use this. This is not a public API. pngquant_error pngquant_main_internal(struct pngquant_options *options, liq_attr *liq) { if (options->map_file) { png24_image tmp = {.width=0}; if (SUCCESS != read_image(liq, options->map_file, false, &tmp, &options->fixed_palette_image, true, true, false)) { fprintf(stderr, " error: unable to load %s", options->map_file); return INVALID_ARGUMENT; } liq_result *tmp_quantize = liq_quantize_image(liq, options->fixed_palette_image); const liq_palette *pal = liq_get_palette(tmp_quantize); if (!pal) { fprintf(stderr, " error: unable to read colors from %s", options->map_file); return INVALID_ARGUMENT; } for(unsigned int i=0; i < pal->count; i++) { liq_image_add_fixed_color(options->fixed_palette_image, pal->entries[i]); } liq_result_destroy(tmp_quantize); } #ifdef _OPENMP // if there's a lot of files, coarse parallelism can be used if (options->num_files > 2*omp_get_max_threads()) { omp_set_nested(0); omp_set_dynamic(1); } else { omp_set_nested(1); } #endif unsigned int error_count=0, skipped_count=0, file_count=0; pngquant_error latest_error=SUCCESS; #pragma omp parallel for \ schedule(static, 1) reduction(+:skipped_count) reduction(+:error_count) reduction(+:file_count) shared(latest_error) for(int i=0; i < options->num_files; i++) { const char *filename = options->using_stdin ? "stdin" : options->files[i]; struct pngquant_options opts = *options; liq_attr *local_liq = liq_attr_copy(liq); #ifdef _OPENMP struct buffered_log buf = {0}; if (opts.log_callback && omp_get_num_threads() > 1 && opts.num_files > 1) { liq_set_log_callback(local_liq, log_callback_buferred, &buf); liq_set_log_flush_callback(local_liq, log_callback_buferred_flush, &buf); opts.log_callback = log_callback_buferred; opts.log_callback_user_info = &buf; } #endif pngquant_error retval = SUCCESS; const char *outname = opts.output_file_path; char *outname_free = NULL; if (!opts.using_stdout) { if (!outname) { outname = outname_free = add_filename_extension(filename, opts.extension); } if (!opts.force && file_exists(outname)) { fprintf(stderr, " error: '%s' exists; not overwriting\n", outname); retval = NOT_OVERWRITING_ERROR; } } if (SUCCESS == retval) { retval = pngquant_file_internal(filename, outname, &opts, local_liq); } free(outname_free); liq_attr_destroy(local_liq); if (retval) { #pragma omp critical { latest_error = retval; } if (retval == TOO_LOW_QUALITY || retval == TOO_LARGE_FILE) { skipped_count++; } else { error_count++; } } ++file_count; } if (error_count) { verbose_printf(liq, options, "There were errors quantizing %d file%s out of a total of %d file%s.", error_count, (error_count == 1)? "" : "s", file_count, (file_count == 1)? "" : "s"); } if (skipped_count) { verbose_printf(liq, options, "Skipped %d file%s out of a total of %d file%s.", skipped_count, (skipped_count == 1)? "" : "s", file_count, (file_count == 1)? "" : "s"); } if (!skipped_count && !error_count) { verbose_printf(liq, options, "Quantized %d image%s.", file_count, (file_count == 1)? "" : "s"); } if (options->fixed_palette_image) liq_image_destroy(options->fixed_palette_image); return latest_error; } /// Don't hack this. Instead use https://github.com/ImageOptim/libimagequant/blob/f54d2f1a3e1cf728e17326f4db0d45811c63f063/example.c static pngquant_error pngquant_file_internal(const char *filename, const char *outname, struct pngquant_options *options, liq_attr *liq) { pngquant_error retval = SUCCESS; verbose_printf(liq, options, "%s:", filename); liq_image *input_image = NULL; png24_image input_image_rwpng = {.width=0}; bool keep_input_pixels = options->skip_if_larger || (options->using_stdout && options->min_quality_limit); // original may need to be output to stdout if (SUCCESS == retval) { retval = read_image(liq, filename, options->using_stdin, &input_image_rwpng, &input_image, keep_input_pixels, options->strip, options->verbose); } int quality_percent = 90; // quality on 0-100 scale, updated upon successful remap png8_image output_image = {.width=0}; if (SUCCESS == retval) { verbose_printf(liq, options, " read %luKB file", (input_image_rwpng.file_size+1023UL)/1024UL); if (RWPNG_ICCP == input_image_rwpng.input_color) { verbose_printf(liq, options, " used embedded ICC profile to transform image to sRGB colorspace"); } else if (RWPNG_GAMA_CHRM == input_image_rwpng.input_color) { verbose_printf(liq, options, " used gAMA and cHRM chunks to transform image to sRGB colorspace"); } else if (RWPNG_ICCP_WARN_GRAY == input_image_rwpng.input_color) { verbose_printf(liq, options, " warning: ignored ICC profile in GRAY colorspace"); } else if (RWPNG_COCOA == input_image_rwpng.input_color) { // No comment } else if (RWPNG_SRGB == input_image_rwpng.input_color) { verbose_printf(liq, options, " passing sRGB tag from the input"); } else if (input_image_rwpng.gamma != 0.45455) { verbose_printf(liq, options, " converted image from gamma %2.1f to gamma 2.2", 1.0/input_image_rwpng.gamma); } // when using image as source of a fixed palette the palette is extracted using regular quantization liq_result *remap; liq_error remap_error = liq_image_quantize(options->fixed_palette_image ? options->fixed_palette_image : input_image, liq, &remap); if (LIQ_OK == remap_error) { // fixed gamma ~2.2 for the web. PNG can't store exact 1/2.2 // NB: can't change gamma here, because output_color is allowed to be an sRGB tag liq_set_output_gamma(remap, 0.45455); liq_set_dithering_level(remap, options->floyd); retval = prepare_output_image(remap, input_image, input_image_rwpng.output_color, &output_image); if (SUCCESS == retval) { if (LIQ_OK != liq_write_remapped_image_rows(remap, input_image, output_image.row_pointers)) { retval = OUT_OF_MEMORY_ERROR; } set_palette(remap, &output_image); double palette_error = liq_get_quantization_error(remap); if (palette_error >= 0) { quality_percent = liq_get_quantization_quality(remap); verbose_printf(liq, options, " mapped image to new colors...MSE=%.3f (Q=%d)", palette_error, quality_percent); } } liq_result_destroy(remap); } else if (LIQ_QUALITY_TOO_LOW == remap_error) { retval = TOO_LOW_QUALITY; } else { retval = INVALID_ARGUMENT; // dunno } } if (SUCCESS == retval) { if (options->skip_if_larger) { // this is very rough approximation, but generally avoid losing more quality than is gained in file size. // Quality is raised to 1.5, because even greater savings are needed to justify big quality loss. // but >50% savings are considered always worthwhile in order to allow low quality conversions to work at all const double quality = quality_percent/100.0; const double expected_reduced_size = pow(quality, 1.5); output_image.maximum_file_size = (input_image_rwpng.file_size-1) * (expected_reduced_size < 0.5 ? 0.5 : expected_reduced_size); } output_image.fast_compression = options->fast_compression; output_image.chunks = input_image_rwpng.chunks; input_image_rwpng.chunks = NULL; retval = write_image(&output_image, NULL, outname, options, liq); if (TOO_LARGE_FILE == retval) { verbose_printf(liq, options, " file exceeded expected size of %luKB", (unsigned long)output_image.maximum_file_size/1024UL); } if (SUCCESS == retval && output_image.metadata_size > 0) { verbose_printf(liq, options, " copied %dKB of additional PNG metadata", (int)(output_image.metadata_size+999)/1000); } } if (options->using_stdout && keep_input_pixels && (TOO_LARGE_FILE == retval || TOO_LOW_QUALITY == retval)) { // when outputting to stdout it'd be nasty to create 0-byte file // so if quality is too low, output 24-bit original pngquant_error write_retval = write_image(NULL, &input_image_rwpng, outname, options, liq); if (write_retval) { retval = write_retval; } } if (input_image) liq_image_destroy(input_image); rwpng_free_image24(&input_image_rwpng); rwpng_free_image8(&output_image); return retval; } static void set_palette(liq_result *result, png8_image *output_image) { const liq_palette *palette = liq_get_palette(result); output_image->num_palette = palette->count; for(unsigned int i=0; i < palette->count; i++) { const liq_color px = palette->entries[i]; output_image->palette[i] = (rwpng_rgba){.r=px.r, .g=px.g, .b=px.b, .a=px.a}; } } static bool file_exists(const char *outname) { FILE *outfile = fopen(outname, "rb"); if ((outfile ) != NULL) { fclose(outfile); return true; } return false; } /* build the output filename from the input name by inserting "-fs8" or * "-or8" before the ".png" extension (or by appending that plus ".png" if * there isn't any extension), then make sure it doesn't exist already */ static char *add_filename_extension(const char *filename, const char *newext) { size_t x = strlen(filename); char* outname = malloc(x+4+strlen(newext)+1); if (!outname) return NULL; strcpy(outname, filename); if (x > 4 && (strncmp(outname+x-4, ".png", 4) == 0 || strncmp(outname+x-4, ".PNG", 4) == 0)) { strcpy(outname+x-4, newext); } else { strcpy(outname+x, newext); } return outname; } static char *temp_filename(const char *basename) { size_t x = strlen(basename); char *outname = malloc(x+1+4); if (!outname) return NULL; strcpy(outname, basename); strcpy(outname+x, ".tmp"); return outname; } static void set_binary_mode(FILE *fp) { #if defined(_WIN32) || defined(WIN32) || defined(__WIN32__) setmode(fp == stdout ? 1 : 0, O_BINARY); #endif } static const char *filename_part(const char *path) { const char *outfilename = strrchr(path, '/'); if (outfilename) { return outfilename+1; } else { return path; } } static bool replace_file(const char *from, const char *to, const bool force) { #if defined(_WIN32) || defined(WIN32) || defined(__WIN32__) if (force) { // On Windows rename doesn't replace unlink(to); } #endif return (0 == rename(from, to)); } static pngquant_error write_image(png8_image *output_image, png24_image *output_image24, const char *outname, struct pngquant_options *options, liq_attr *liq) { FILE *outfile; char *tempname = NULL; if (options->using_stdout) { set_binary_mode(stdout); outfile = stdout; if (output_image) { verbose_printf(liq, options, " writing %d-color image to stdout", output_image->num_palette); } else { verbose_printf(liq, options, " writing truecolor image to stdout"); } } else { tempname = temp_filename(outname); if (!tempname) return OUT_OF_MEMORY_ERROR; if ((outfile = fopen(tempname, "wb")) == NULL) { fprintf(stderr, " error: cannot open '%s' for writing\n", tempname); free(tempname); return CANT_WRITE_ERROR; } if (output_image) { verbose_printf(liq, options, " writing %d-color image as %s", output_image->num_palette, filename_part(outname)); } else { verbose_printf(liq, options, " writing truecolor image as %s", filename_part(outname)); } } pngquant_error retval; #pragma omp critical (libpng) { if (output_image) { retval = rwpng_write_image8(outfile, output_image); } else { retval = rwpng_write_image24(outfile, output_image24); } } if (!options->using_stdout) { fclose(outfile); if (SUCCESS == retval) { // Image has been written to a temporary file and then moved over destination. // This makes replacement atomic and avoids damaging destination file on write error. if (!replace_file(tempname, outname, options->force)) { retval = CANT_WRITE_ERROR; } } if (retval) { unlink(tempname); } } free(tempname); if (retval && retval != TOO_LARGE_FILE) { fprintf(stderr, " error: failed writing image to %s (%d)\n", options->using_stdout ? "stdout" : outname, retval); } return retval; } static pngquant_error read_image(liq_attr *options, const char *filename, int using_stdin, png24_image *input_image_p, liq_image **liq_image_p, bool keep_input_pixels, bool strip, bool verbose) { FILE *infile; if (using_stdin) { set_binary_mode(stdin); infile = stdin; } else if ((infile = fopen(filename, "rb")) == NULL) { fprintf(stderr, " error: cannot open %s for reading\n", filename); return READ_ERROR; } pngquant_error retval; #pragma omp critical (libpng) { retval = rwpng_read_image24(infile, input_image_p, strip, verbose); } if (!using_stdin) { fclose(infile); } if (retval) { fprintf(stderr, " error: cannot decode image %s\n", using_stdin ? "from stdin" : filename_part(filename)); return retval; } *liq_image_p = liq_image_create_rgba_rows(options, (void**)input_image_p->row_pointers, input_image_p->width, input_image_p->height, input_image_p->gamma); if (!*liq_image_p) { return OUT_OF_MEMORY_ERROR; } if (!keep_input_pixels) { if (LIQ_OK != liq_image_set_memory_ownership(*liq_image_p, LIQ_OWN_ROWS | LIQ_OWN_PIXELS)) { return OUT_OF_MEMORY_ERROR; } input_image_p->row_pointers = NULL; input_image_p->rgba_data = NULL; } return SUCCESS; } static pngquant_error prepare_output_image(liq_result *result, liq_image *input_image, rwpng_color_transform output_color, png8_image *output_image) { output_image->width = liq_image_get_width(input_image); output_image->height = liq_image_get_height(input_image); output_image->gamma = liq_get_output_gamma(result); output_image->output_color = output_color; /* ** Step 3.7 [GRR]: allocate memory for the entire indexed image */ output_image->indexed_data = malloc((size_t)output_image->height * (size_t)output_image->width); output_image->row_pointers = malloc((size_t)output_image->height * sizeof(output_image->row_pointers[0])); if (!output_image->indexed_data || !output_image->row_pointers) { return OUT_OF_MEMORY_ERROR; } for(size_t row = 0; row < output_image->height; row++) { output_image->row_pointers[row] = output_image->indexed_data + row * output_image->width; } const liq_palette *palette = liq_get_palette(result); // tRNS, etc. output_image->num_palette = palette->count; return SUCCESS; }
diagonalize_matrix_typed.c
#include "bml.h" #include "../typed.h" #include "../macros.h" #include "../C-interface/dense/bml_getters_dense.h" #include "../C-interface/bml_logger.h" #include <complex.h> #include <math.h> #include <stdlib.h> #include <stdio.h> #if defined(SINGLE_REAL) || defined(SINGLE_COMPLEX) #define REL_TOL 1.2e-5 #else #define REL_TOL 1e-11 #endif int TYPED_FUNC( test_diagonalize) ( const int N, const bml_matrix_type_t matrix_type, const bml_matrix_precision_t matrix_precision, const int M) { bml_matrix_t *A = NULL; bml_matrix_t *A_t = NULL; REAL_T *eigenvalues = NULL; bml_matrix_t *eigenvectors = NULL; bml_matrix_t *ct = NULL; bml_matrix_t *aux = NULL; bml_matrix_t *aux1 = NULL; bml_matrix_t *aux2 = NULL; bml_matrix_t *id = NULL; float fnorm; int max_row = MIN(N, PRINT_THRESHOLD); int max_col = MIN(N, PRINT_THRESHOLD); LOG_INFO("rel. tolerance = %e\n", REL_TOL); bml_distribution_mode_t distrib_mode = sequential; #ifdef DO_MPI if (bml_getNRanks() > 1) { LOG_INFO("Use distributed matrix\n"); distrib_mode = distributed; } #endif A = bml_random_matrix(matrix_type, matrix_precision, N, M, distrib_mode); //LOG_INFO("A = \n"); //bml_print_bml_matrix(A, 0, max_row, 0, max_col); A_t = bml_transpose_new(A); //LOG_INFO("A_t = \n"); //bml_print_bml_matrix(A_t, 0, max_row, 0, max_col); bml_add(A, A_t, 0.5, 0.5, 0.0); LOG_INFO("(A + A_t)/2 = \n"); bml_print_bml_matrix(A, 0, N, 0, N); switch (matrix_precision) { case single_real: eigenvalues = bml_allocate_memory(N * sizeof(float)); #ifdef INTEL_OPT #pragma omp parallel for simd #pragma vector aligned for (int i = 0; i < N; i++) { __assume_aligned(eigenvalues, 64); eigenvalues[i] = 0.0; } #endif break; case double_real: eigenvalues = bml_allocate_memory(N * sizeof(double)); #ifdef INTEL_OPT #pragma omp parallel for simd #pragma vector aligned for (int i = 0; i < N; i++) { __assume_aligned(eigenvalues, 64); eigenvalues[i] = 0.0; } #endif break; case single_complex: eigenvalues = bml_allocate_memory(N * sizeof(float complex)); #ifdef INTEL_OPT #pragma omp parallel for simd #pragma vector aligned for (int i = 0; i < N; i++) { __assume_aligned(eigenvalues, 64); eigenvalues[i] = 0.0; } #endif break; case double_complex: eigenvalues = bml_allocate_memory(N * sizeof(double complex)); #ifdef INTEL_OPT #pragma omp parallel for simd #pragma vector aligned for (int i = 0; i < N; i++) { __assume_aligned(eigenvalues, 64); eigenvalues[i] = 0.0; } #endif break; default: LOG_DEBUG("matrix_precision is not set"); break; } eigenvectors = bml_zero_matrix(matrix_type, matrix_precision, N, M, distrib_mode); aux = bml_zero_matrix(matrix_type, matrix_precision, N, M, distrib_mode); aux1 = bml_zero_matrix(matrix_type, matrix_precision, N, M, distrib_mode); aux2 = bml_zero_matrix(matrix_type, matrix_precision, N, M, distrib_mode); bml_diagonalize(A, eigenvalues, eigenvectors); if (bml_getMyRank() == 0) { LOG_INFO("%s\n", "eigenvectors"); } bml_print_bml_matrix(eigenvectors, 0, max_row, 0, max_col); if (bml_getMyRank() == 0) { LOG_INFO("%s\n", "eigenvalues"); for (int i = 0; i < N; i++) LOG_INFO("val = %e i%e\n", REAL_PART(eigenvalues[i]), IMAGINARY_PART(eigenvalues[i])); } ct = bml_transpose_new(eigenvectors); if (bml_getMyRank() == 0) { LOG_INFO("%s\n", "transpose eigenvectors"); } bml_print_bml_matrix(ct, 0, max_row, 0, max_col); bml_multiply(ct, eigenvectors, aux2, 1.0, 0.0, 0.0); // C^t*C if (bml_getMyRank() == 0) LOG_INFO("C^t*C matrix:\n"); bml_print_bml_matrix(aux2, 0, max_row, 0, max_col); REAL_T *aux2_dense = bml_export_to_dense(aux2, dense_row_major); if (bml_getMyRank() == 0) { LOG_INFO("%s\n", "check eigenvectors norms"); for (int i = 0; i < N; i++) { REAL_T val = aux2_dense[i + N * i]; if (ABS(val - (REAL_T) 1.0) > REL_TOL) { LOG_INFO("i = %d, val = %e i%e\n", i, REAL_PART(val), IMAGINARY_PART(val)); LOG_ERROR ("Error in matrix diagonalization; eigenvector not normalized\n"); } } bml_free_memory(aux2_dense); } id = bml_identity_matrix(matrix_type, matrix_precision, N, M, distrib_mode); if (bml_getMyRank() == 0) LOG_INFO("Identity matrix:\n"); bml_print_bml_matrix(id, 0, max_row, 0, max_col); bml_add(aux2, id, 1.0, -1.0, 0.0); if (bml_getMyRank() == 0) LOG_INFO("C^txC^t-Id matrix:\n"); bml_print_bml_matrix(aux2, 0, max_row, 0, max_col); fnorm = bml_fnorm(aux2); if (fabsf(fnorm) > N * REL_TOL) { LOG_ERROR ("Error in matrix diagonalization; fnorm(C^txC^t-Id) = %e\n", fnorm); return -1; } bml_set_diagonal(aux1, eigenvalues, 0.0); if (bml_getMyRank() == 0) LOG_INFO("Matrix after setting diagonal:\n"); bml_print_bml_matrix(aux1, 0, max_row, 0, max_col); bml_multiply(aux1, ct, aux2, 1.0, 0.0, 0.0); // D*C^t bml_multiply(eigenvectors, aux2, aux, 1.0, 0.0, 0.0); // C*(D*C^t) if (bml_getMyRank() == 0) LOG_INFO("C*(D*C^t) matrix:\n"); bml_print_bml_matrix(aux, 0, max_row, 0, max_col); bml_add(aux, A, 1.0, -1.0, 0.0); if (bml_getMyRank() == 0) LOG_INFO("C*(D*C^t)-A matrix:\n"); bml_print_bml_matrix(aux, 0, max_row, 0, max_col); fnorm = bml_fnorm(aux); if (fabsf(fnorm) > N * REL_TOL || (fnorm != fnorm)) { LOG_ERROR ("Error in matrix diagonalization; fnorm(CDC^t-A) = %e\n", fnorm); return -1; } bml_deallocate(&A); bml_deallocate(&aux); bml_deallocate(&aux1); bml_deallocate(&aux2); bml_deallocate(&ct); bml_deallocate(&A_t); bml_deallocate(&eigenvectors); bml_deallocate(&id); bml_free_memory(eigenvalues); LOG_INFO("diagonalize matrix test passed\n"); return 0; }
set.h
#ifndef __SET_H__ #define __SET_H__ #include "../tensor/algstrct.h" #include "functions.h" //#include <stdint.h> #include <limits> #include <inttypes.h> #include "../shared/memcontrol.h" #ifdef _OPENMP #include <omp.h> #endif namespace CTF { /** * \brief index-value pair used for tensor data input */ template<typename dtype=double> class Pair { public: /** \brief key, global index [i1,i2,...] specified as i1+len[0]*i2+... */ int64_t k; /** \brief tensor value associated with index */ dtype d; /** * \brief constructor builds pair * \param[in] k_ key * \param[in] d_ value */ Pair(int64_t k_, dtype d_){ this->k = k_; d = d_; } /** * \brief default constructor */ Pair(){ //k=0; //d=0; //(not possible if type has no zero!) } /** * \brief determines pair ordering */ bool operator<(Pair<dtype> other) const { return k<other.k; } }; template<typename dtype> inline bool comp_pair(Pair<dtype> i, Pair<dtype> j) { return (i.k<j.k); } } namespace CTF_int { //does conversion using MKL function if it is available bool try_mkl_coo_to_csr(int64_t nz, int nrow, char * csr_vs, int * csr_ja, int * csr_ia, char const * coo_vs, int const * coo_rs, int const * coo_cs, int el_size); bool try_mkl_csr_to_coo(int64_t nz, int nrow, char const * csr_vs, int const * csr_ja, int const * csr_ia, char * coo_vs, int * coo_rs, int * coo_cs, int el_size); template <typename dtype> void seq_coo_to_csr(int64_t nz, int nrow, dtype * csr_vs, int * csr_ja, int * csr_ia, dtype const * coo_vs, int const * coo_rs, int const * coo_cs){ int sz = sizeof(dtype); if (sz == 4 || sz == 8 || sz == 16){ bool b = try_mkl_coo_to_csr(nz, nrow, (char*)csr_vs, csr_ja, csr_ia, (char const*)coo_vs, coo_rs, coo_cs, sz); if (b) return; } #ifdef _OPENMP #pragma omp parallel for #endif for (int64_t i=0; i<nz; i++){ csr_ja[i] = i; //printf("csr_ja[%d/%d] = %d\n",i,nz,csr_ja[i]); } class comp_ref { public: int const * a; comp_ref(int const * a_){ a = a_; } bool operator()(int u, int v){ return a[u] < a[v]; } }; comp_ref crc(coo_cs); std::sort(csr_ja, csr_ja+nz, crc); comp_ref crr(coo_rs); std::stable_sort(csr_ja, csr_ja+nz, crr); // do not copy by value in case values are objects, then csr_vs is uninitialized //printf("csr nz = %ld\n",nz); #ifdef _OPENMP #pragma omp parallel for #endif for (int64_t i=0; i<nz; i++){ //printf("%d, %d, %ld\n",(int)((char*)(coo_vs+csr_ja[i])-(char*)(coo_vs))-csr_ja[i]*sizeof(dtype),sizeof(dtype),csr_ja[i]); // memcpy(csr_vs+i, coo_vs+csr_ja[i]-1,sizeof(dtype)); //memcpy(csr_vs+i, coo_vs+csr_ja[i],sizeof(dtype)); csr_vs[i] = coo_vs[csr_ja[i]]; // printf("i %ld csr_ja[i] %d\n", i, csr_ja[i]); // printf("i %ld v %lf\n", i, csr_vs[i]); //printf("%p %d\n",coo_vs+i,*(int32_t*)(coo_vs+i)); } #ifdef _OPENMP #pragma omp parallel for #endif for (int64_t i=0; i<nz; i++){ csr_ja[i] = coo_cs[csr_ja[i]]; } csr_ia[0] = 1; #ifdef _OPENMP #pragma omp parallel for #endif for (int i=1; i<nrow+1; i++){ csr_ia[i] = 0; } #ifdef _OPENMP int * scoo_rs = (int*)CTF_int::alloc(sizeof(int)*nz); memcpy(scoo_rs, coo_rs, nz*sizeof(int)); std::sort(scoo_rs,scoo_rs+nz); #pragma omp parallel { int tid = omp_get_thread_num(); int ntd = omp_get_num_threads(); int64_t i_st = tid*(nz/ntd)+std::min(tid,(int)(nz%ntd)); int64_t i_end = (tid+1)*(nz/ntd)+std::min((tid+1),(int)(nz%ntd)); while (i_st > 0 && i_st < nz && scoo_rs[i_st] == scoo_rs[i_st-1]) i_st++; while (i_end < nz && scoo_rs[i_end] == scoo_rs[i_end-1]) i_end++; for (int64_t i=i_st; i<i_end; i++){ csr_ia[scoo_rs[i]]++; } } CTF_int::cdealloc(scoo_rs); #else for (int64_t i=0; i<nz; i++){ //printf("scoo_rs[%d]=%d\n",i,scoo_rs[i]); csr_ia[coo_rs[i]]++; } #endif #ifdef _OPENMP //int * csr_ia2 = (int*)CTF_int::alloc(sizeof(int)*(nrow+1)); //CTF_int::prefix<int>(nrow+1, csr_ia, csr_ia2); ////memcpy(csr_ia, csr_ia2, nrow*sizeof(int)); //#pragma omp parallel for //for (int i=0; i<nrow+1; i++){ // assert((i==0 && csr_ia2[i] == 0) || csr_ia[i-1] == csr_ia2[i]); // csr_ia[i] += csr_ia2[i]; // printf("csr_ia[%d/%d] = %d\n",i,nrow,csr_ia[i]); //} //CTF_int::cdealloc(csr_ia2); CTF_int::parallel_postfix<int>(nrow+1, 1, csr_ia); #else for (int i=0; i<nrow; i++){ csr_ia[i+1] += csr_ia[i]; //printf("csr_ia[%d/%d] = %d\n",i,nrow,csr_ia[i]); } #endif } template <typename dtype> void seq_coo_to_ccsr(int64_t nz, int64_t nnz_row, dtype * ccsr_vs, int * ccsr_ja, int * ccsr_ia, dtype const * coo_vs, int64_t const * coo_rs, int64_t const * coo_cs){ #ifdef _OPENMP #pragma omp parallel for #endif for (int64_t i=0; i<nz; i++){ ccsr_ja[i] = i; //printf("ccsr_ja[%d/%d] = %d\n",i,nz,ccsr_ja[i]); } class comp_ref { public: int64_t const * a; comp_ref(int64_t const * a_){ a = a_; } bool operator()(int u, int v){ return a[u] < a[v]; } }; comp_ref crc(coo_cs); std::sort(ccsr_ja, ccsr_ja+nz, crc); comp_ref crr(coo_rs); std::stable_sort(ccsr_ja, ccsr_ja+nz, crr); // do not copy by value in case values are objects, then ccsr_vs is uninitialized //printf("ccsr nz = %ld\n",nz); #ifdef _OPENMP #pragma omp parallel for #endif for (int64_t i=0; i<nz; i++){ //printf("%d, %d, %ld\n",(int)((char*)(coo_vs+ccsr_ja[i])-(char*)(coo_vs))-ccsr_ja[i]*sizeof(dtype),sizeof(dtype),ccsr_ja[i]); // memcpy(ccsr_vs+i, coo_vs+ccsr_ja[i]-1,sizeof(dtype)); //memcpy(ccsr_vs+i, coo_vs+ccsr_ja[i],sizeof(dtype)); ccsr_vs[i] = coo_vs[ccsr_ja[i]]; // printf("i %ld ccsr_ja[i] %d\n", i, ccsr_ja[i]); // printf("i %ld v %lf\n", i, ccsr_vs[i]); //printf("%p %d\n",coo_vs+i,*(int32_t*)(coo_vs+i)); } ccsr_ia[0] = 1; ccsr_ia[1] = 1 + (nz>0); //FIXME: parallelize int64_t cia = 1; for (int64_t i=1; i<nz; i++){ if (coo_rs[ccsr_ja[i]] > coo_rs[ccsr_ja[i-1]]){ cia++; ccsr_ia[cia] = ccsr_ia[cia-1]; } ccsr_ia[cia]++; } //#ifdef _OPENMP // #pragma omp parallel for //#endif // for (int i=0; i<nnz_row; i++){ // ccsr_ia[i+1] += ccsr_ia[i]; // //printf("ccsr_ia[%d/%d] = %d\n",i,nrow,ccsr_ia[i]); // } #ifdef _OPENMP #pragma omp parallel for #endif for (int64_t i=0; i<nz; i++){ ccsr_ja[i] = coo_cs[ccsr_ja[i]]; } } template <typename dtype> void seq_csr_to_coo(int64_t nz, int nrow, dtype const * csr_vs, int const * csr_ja, int const * csr_ia, dtype * coo_vs, int * coo_rs, int * coo_cs){ int sz = sizeof(dtype); if (sz == 4 || sz == 8 || sz == 16){ bool b = try_mkl_csr_to_coo(nz, nrow, (char const*)csr_vs, csr_ja, csr_ia, (char*)coo_vs, coo_rs, coo_cs, sz); if (b) return; } //memcpy(coo_vs, csr_vs, sizeof(dtype)*nz); std::copy(csr_vs, csr_vs+nz, coo_vs); memcpy(coo_cs, csr_ja, sizeof(int)*nz); for (int i=0; i<nrow; i++){ std::fill(coo_rs+csr_ia[i]-1, coo_rs+csr_ia[i+1]-1, i+1); } } template <typename dtype> void def_coo_to_ccsr(int64_t nz, int64_t nnz_row, dtype * ccsr_vs, int * ccsr_ja, int * ccsr_ia, dtype const * coo_vs, int64_t const * coo_rs, int64_t const * coo_cs){ seq_coo_to_ccsr<dtype>(nz, nnz_row, ccsr_vs, ccsr_ja, ccsr_ia, coo_vs, coo_rs, coo_cs); } template <typename dtype> void def_coo_to_csr(int64_t nz, int nrow, dtype * csr_vs, int * csr_ja, int * csr_ia, dtype const * coo_vs, int const * coo_rs, int const * coo_cs){ seq_coo_to_csr<dtype>(nz, nrow, csr_vs, csr_ja, csr_ia, coo_vs, coo_rs, coo_cs); } template <typename dtype> void def_csr_to_coo(int64_t nz, int nrow, dtype const * csr_vs, int const * csr_ja, int const * csr_ia, dtype * coo_vs, int * coo_rs, int * coo_cs){ seq_csr_to_coo<dtype>(nz, nrow, csr_vs, csr_ja, csr_ia, coo_vs, coo_rs, coo_cs); } template <typename dtype> void seq_ccsr_to_coo(int64_t nz, int64_t nnz_row, dtype const * ccsr_vs, int const * ccsr_ja, int const * ccsr_ia, int64_t const * row_enc, dtype * coo_vs, int64_t * coo_rs, int64_t * coo_cs){ //memcpy(coo_vs, ccsr_vs, sizeof(dtype)*nz); std::copy(ccsr_vs, ccsr_vs+nz, coo_vs); #ifdef _OPENMP #pragma omp parallel for #endif for (int64_t i=0; i<nz; i++){ coo_cs[i] = ccsr_ja[i]; } #ifdef _OPENMP #pragma omp parallel for #endif for (int64_t i=0; i<nnz_row; i++){ std::fill(coo_rs+ccsr_ia[i]-1, coo_rs+ccsr_ia[i+1]-1, row_enc[i]); } } template <typename dtype> void def_coo_to_ccsr(int64_t nz, int64_t nnz_row, dtype * ccsr_vs, int * ccsr_ja, int * ccsr_ia, int const * row_enc, dtype const * coo_vs, int64_t const * coo_rs, int64_t const * coo_cs){ seq_coo_to_ccsr<dtype>(nz, nnz_row, ccsr_vs, ccsr_ja, ccsr_ia, row_enc, coo_vs, coo_rs, coo_cs); } template <typename dtype> void def_ccsr_to_coo(int64_t nz, int64_t nnz_row, dtype const * ccsr_vs, int const * ccsr_ja, int const * ccsr_ia, int64_t const * row_enc, dtype * coo_vs, int64_t * coo_rs, int64_t * coo_cs){ seq_ccsr_to_coo<dtype>(nz, nnz_row, ccsr_vs, ccsr_ja, ccsr_ia, row_enc, coo_vs, coo_rs, coo_cs); } template <typename dtype> bool default_isequal(dtype a, dtype b){ int sz = sizeof(dtype); for (int i=0; i<sz; i++){ if (((char const *)&a)[i] != ((char const *)&b)[i]){ return false; } } return true; } template <typename dtype> dtype default_addinv(dtype a){ return -a; } template <typename dtype, bool is_ord> inline typename std::enable_if<is_ord, dtype>::type default_abs(dtype a){ dtype b = default_addinv<dtype>(a); return a>=b ? a : b; } template <typename dtype, bool is_ord> inline typename std::enable_if<!is_ord, dtype>::type default_abs(dtype a){ printf("CTF ERROR: cannot compute abs unless the set is ordered"); assert(0); return a; } template <typename dtype, dtype (*abs)(dtype)> void char_abs(char const * a, char * b){ ((dtype*)b)[0]=abs(((dtype const*)a)[0]); } //C++14 support needed for these std::enable_if template <typename dtype, bool is_ord> inline typename std::enable_if<is_ord, dtype>::type default_min(dtype a, dtype b){ return a>b ? b : a; } template <typename dtype, bool is_ord> inline typename std::enable_if<!is_ord, dtype>::type default_min(dtype a, dtype b){ printf("CTF ERROR: cannot compute a max unless the set is ordered"); assert(0); return a; } template <typename dtype, bool is_ord> inline typename std::enable_if<is_ord, dtype>::type default_max_lim(){ return std::numeric_limits<dtype>::max(); } template <typename dtype, bool is_ord> inline typename std::enable_if<!is_ord, dtype>::type default_max_lim(){ printf("CTF ERROR: cannot compute a max unless the set is ordered"); assert(0); dtype * a = NULL; return *a; } template <typename dtype, bool is_ord> inline typename std::enable_if<is_ord, dtype>::type default_min_lim(){ return std::numeric_limits<dtype>::min(); } template <typename dtype, bool is_ord> inline typename std::enable_if<!is_ord, dtype>::type default_min_lim(){ printf("CTF ERROR: cannot compute a max unless the set is ordered"); assert(0); dtype * a = NULL; return *a; } template <typename dtype, bool is_ord> inline typename std::enable_if<is_ord, dtype>::type default_max(dtype a, dtype b){ return b>a ? b : a; } template <typename dtype, bool is_ord> inline typename std::enable_if<!is_ord, dtype>::type default_max(dtype a, dtype b){ printf("CTF ERROR: cannot compute a min unless the set is ordered"); assert(0); return a; } template <typename dtype> MPI_Datatype get_default_mdtype(bool & is_custom){ MPI_Datatype newtype; MPI_Type_contiguous(sizeof(dtype), MPI_BYTE, &newtype); MPI_Type_commit(&newtype); is_custom = true; return newtype; } extern MPI_Datatype MPI_CTF_BOOL; extern MPI_Datatype MPI_CTF_DOUBLE_COMPLEX; extern MPI_Datatype MPI_CTF_LONG_DOUBLE_COMPLEX; template <> inline MPI_Datatype get_default_mdtype<bool>(bool & is_custom){ is_custom=false; return MPI_CTF_BOOL; } template <> inline MPI_Datatype get_default_mdtype< std::complex<double> >(bool & is_custom){ is_custom=false; return MPI_CTF_DOUBLE_COMPLEX; } template <> inline MPI_Datatype get_default_mdtype< std::complex<long double> >(bool & is_custom){ is_custom=false; return MPI_CTF_LONG_DOUBLE_COMPLEX; } template <> inline MPI_Datatype get_default_mdtype<char>(bool & is_custom){ is_custom=false; return MPI_CHAR; } template <> inline MPI_Datatype get_default_mdtype<int>(bool & is_custom){ is_custom=false; return MPI_INT; } template <> inline MPI_Datatype get_default_mdtype<int64_t>(bool & is_custom){ is_custom=false; return MPI_INT64_T; } template <> inline MPI_Datatype get_default_mdtype<unsigned int>(bool & is_custom){ is_custom=false; return MPI_UNSIGNED; } template <> inline MPI_Datatype get_default_mdtype<uint64_t>(bool & is_custom){ is_custom=false; return MPI_UINT64_T; } template <> inline MPI_Datatype get_default_mdtype<float>(bool & is_custom){ is_custom=false; return MPI_FLOAT; } template <> inline MPI_Datatype get_default_mdtype<double>(bool & is_custom){ is_custom=false; return MPI_DOUBLE; } template <> inline MPI_Datatype get_default_mdtype<long double>(bool & is_custom){ is_custom=false; return MPI_LONG_DOUBLE; } template <> inline MPI_Datatype get_default_mdtype< std::complex<float> >(bool & is_custom){ is_custom=false; return MPI_COMPLEX; } template <typename dtype> constexpr bool get_default_is_ord(){ return false; } #define INST_ORD_TYPE(dtype) \ template <> \ constexpr bool get_default_is_ord<dtype>(){ \ return true; \ } INST_ORD_TYPE(float) INST_ORD_TYPE(double) INST_ORD_TYPE(long double) INST_ORD_TYPE(bool) INST_ORD_TYPE(char) INST_ORD_TYPE(int) INST_ORD_TYPE(unsigned int) INST_ORD_TYPE(int64_t) INST_ORD_TYPE(uint64_t) #define INST_IET(typ) \ template <> \ inline bool default_isequal<typ>(typ a, typ b){ \ return a==b; \ } \ INST_IET(float) INST_IET(double) INST_IET(std::complex<float>) INST_IET(std::complex<double>) INST_IET(bool) INST_IET(int) INST_IET(int16_t) INST_IET(int64_t) INST_IET(uint16_t) INST_IET(uint32_t) INST_IET(uint64_t) INST_IET(std::complex<long double>) INST_IET(long double) } namespace CTF { /** \brief pair for sorting */ template <typename dtype> struct dtypePair{ int64_t key; dtype data; bool operator < (const dtypePair<dtype>& other) const { return (key < other.key); } }; /** * \defgroup algstrct Algebraic Structures * \addtogroup algstrct * @{ */ /** * \brief Set class defined by a datatype and a min/max function (if it is partially ordered i.e. is_ord=true) * currently assumes min and max are given by numeric_limits (custom min/max not allowed) */ template <typename dtype=double, bool is_ord=CTF_int::get_default_is_ord<dtype>()> class Set : public CTF_int::algstrct { public: int pair_sz; bool is_custom_mdtype; MPI_Datatype tmdtype; ~Set(){ if (is_custom_mdtype) MPI_Type_free(&tmdtype); } Set(Set const & other) : CTF_int::algstrct(other) { if (other.is_custom_mdtype){ tmdtype = CTF_int::get_default_mdtype<dtype>(is_custom_mdtype); } else { this->tmdtype = other.tmdtype; is_custom_mdtype = false; } pair_sz = sizeof(std::pair<int64_t,dtype>); //printf("%ld %ld \n", sizeof(dtype), pair_sz); abs = other.abs; } int pair_size() const { //printf("%d %d \n", sizeof(dtype), pair_sz); return pair_sz; } int64_t get_key(char const * a) const { return ((std::pair<int64_t,dtype> const *)a)->first; } char * get_value(char * a) const { return (char*)&(((std::pair<int64_t,dtype> const *)a)->second); } char const * get_const_value(char const * a) const { return (char const *)&(((std::pair<int64_t,dtype> const *)a)->second); } virtual CTF_int::algstrct * clone() const { return new Set<dtype, is_ord>(*this); } bool is_ordered() const { return is_ord; } Set() : CTF_int::algstrct(sizeof(dtype)){ tmdtype = CTF_int::get_default_mdtype<dtype>(is_custom_mdtype); set_abs_to_default(); pair_sz = sizeof(std::pair<int64_t,dtype>); } void set_abs_to_default(){ abs = &CTF_int::char_abs< dtype, CTF_int::default_abs<dtype, is_ord> >; } MPI_Datatype mdtype() const { return tmdtype; } void min(char const * a, char const * b, char * c) const { ((dtype*)c)[0] = CTF_int::default_min<dtype,is_ord>(((dtype*)a)[0],((dtype*)b)[0]); } void max(char const * a, char const * b, char * c) const { ((dtype*)c)[0] = CTF_int::default_max<dtype,is_ord>(((dtype*)a)[0],((dtype*)b)[0]); } void min(char * c) const { ((dtype*)c)[0] = CTF_int::default_min_lim<dtype,is_ord>(); } void max(char * c) const { ((dtype*)c)[0] = CTF_int::default_max_lim<dtype,is_ord>(); } void cast_double(double d, char * c) const { //((dtype*)c)[0] = (dtype)d; printf("CTF ERROR: double cast not possible for this algebraic structure\n"); assert(0); } void cast_int(int64_t i, char * c) const { //((dtype*)c)[0] = (dtype)i; printf("CTF ERROR: integer cast not possible for this algebraic structure\n"); assert(0); } double cast_to_double(char const * c) const { printf("CTF ERROR: double cast not possible for this algebraic structure\n"); IASSERT(0); assert(0); return 0.0; } int64_t cast_to_int(char const * c) const { printf("CTF ERROR: int cast not possible for this algebraic structure\n"); assert(0); return 0; } void print(char const * a, FILE * fp=stdout) const { for (int i=0; i<el_size; i++){ fprintf(fp,"%x",a[i]); } } bool isequal(char const * a, char const * b) const { if (a == NULL && b == NULL) return true; if (a == NULL || b == NULL) return false; for (int i=0; i<el_size; i++){ if (a[i] != b[i]) return false; } return true; } void coo_to_csr(int64_t nz, int nrow, char * csr_vs, int * csr_ja, int * csr_ia, char const * coo_vs, int const * coo_rs, int const * coo_cs) const { CTF_int::def_coo_to_csr(nz, nrow, (dtype *)csr_vs, csr_ja, csr_ia, (dtype const *) coo_vs, coo_rs, coo_cs); } void csr_to_coo(int64_t nz, int nrow, char const * csr_vs, int const * csr_ja, int const * csr_ia, char * coo_vs, int * coo_rs, int * coo_cs) const { CTF_int::def_csr_to_coo(nz, nrow, (dtype const *)csr_vs, csr_ja, csr_ia, (dtype*) coo_vs, coo_rs, coo_cs); } void coo_to_ccsr(int64_t nz, int64_t nnz_row, char * ccsr_vs, int * ccsr_ja, int * ccsr_ia, char const * coo_vs, int64_t const * coo_rs, int64_t const * coo_cs) const { CTF_int::def_coo_to_ccsr(nz, nnz_row, (dtype *)ccsr_vs, ccsr_ja, ccsr_ia, (dtype const *) coo_vs, coo_rs, coo_cs); } void ccsr_to_coo(int64_t nz, int64_t nnz_row, char const * csr_vs, int const * csr_ja, int const * csr_ia, int64_t const * row_enc, char * coo_vs, int64_t * coo_rs, int64_t * coo_cs) const { CTF_int::def_ccsr_to_coo(nz, nnz_row, (dtype const *)csr_vs, csr_ja, csr_ia, row_enc, (dtype*) coo_vs, coo_rs, coo_cs); } char * pair_alloc(int64_t n) const { //assert(sizeof(std::pair<int64_t,dtype>[n])==(uint64_t)(pair_size()*n)); CTF_int::memprof_alloc_pre(n*sizeof(std::pair<int64_t,dtype>)); char * ptr = (char*)(new std::pair<int64_t,dtype>[n]); CTF_int::memprof_alloc_post(n*sizeof(std::pair<int64_t,dtype>),(void**)&ptr); return ptr; } char * alloc(int64_t n) const { //assert(sizeof(dtype[n])==(uint64_t)(el_size*n)); CTF_int::memprof_alloc_pre(n*sizeof(dtype)); char * ptr = (char*)(new dtype[n]); CTF_int::memprof_alloc_post(n*sizeof(dtype),(void**)&ptr); return ptr; } void dealloc(char * ptr) const { CTF_int::memprof_dealloc(ptr); return delete [] (dtype*)ptr; } void pair_dealloc(char * ptr) const { CTF_int::memprof_dealloc(ptr); return delete [] (std::pair<int64_t,dtype>*)ptr; } void sort(int64_t n, char * pairs) const { std::sort((dtypePair<dtype>*)pairs,((dtypePair<dtype>*)pairs)+n); } void copy(char * a, char const * b) const { ((dtype *)a)[0] = ((dtype const *)b)[0]; } void copy(char * a, char const * b, int64_t n) const { std::copy((dtype const *)b, ((dtype const *)b) + n, (dtype *)a); } void copy_pair(char * a, char const * b) const { ((std::pair<int64_t,dtype> *)a)[0] = ((std::pair<int64_t,dtype> const *)b)[0]; } void copy_pairs(char * a, char const * b, int64_t n) const { std::copy((std::pair<int64_t,dtype> const *)b, ((std::pair<int64_t,dtype> const *)b) + n, (std::pair<int64_t,dtype> *)a); //std::copy((std::pair<int64_t,dtype> *)a, (std::pair<int64_t,dtype> const *)b, n); //for (int64_t i=0; i<n; i++){ /*printf("i=%ld\n",i); this->print((char*)&(((std::pair<int64_t,dtype> const *)a)[i].second)); this->print((char*)&(((std::pair<int64_t,dtype> const *)b)[i].second));*/ //((std::pair<int64_t,dtype>*)a)[i] = ((std::pair<int64_t,dtype> const *)b)[i]; //this->print((char*)&(((std::pair<int64_t,dtype> const *)a)[i].second)); //} } void set(char * a, char const * b, int64_t n) const { if (n >= 100) { #ifdef _OPENMP dtype *ia = (dtype*)a; dtype ib = *((dtype*)b); #pragma omp parallel { int64_t tid = omp_get_thread_num(); int64_t chunksize = n / omp_get_num_threads(); dtype *begin = ia + chunksize * tid; dtype *end; if (tid == omp_get_num_threads() - 1) end = ia + n; else end = begin + chunksize; std::fill(begin, end, ib); } return; #endif } std::fill((dtype*)a, ((dtype*)a)+n, *((dtype*)b)); } void set_pair(char * a, int64_t key, char const * b) const { ((std::pair<int64_t,dtype> *)a)[0] = std::pair<int64_t,dtype>(key,*((dtype*)b)); } void set_pairs(char * a, char const * b, int64_t n) const { std::fill((std::pair<int64_t,dtype> *)a, (std::pair<int64_t,dtype> *)a + n, *(std::pair<int64_t,dtype> const*)b); } void copy(int64_t n, char const * a, int inc_a, char * b, int inc_b) const { dtype const * da = (dtype const*)a; dtype * db = (dtype *)b; for (int64_t i=0; i<n; i++){ db[inc_b*i] = da[inc_a*i]; } } void copy(int64_t m, int64_t n, char const * a, int64_t lda_a, char * b, int64_t lda_b) const { dtype const * da = (dtype const*)a; dtype * db = (dtype *)b; for (int64_t j=0; j<n; j++){ for (int64_t i=0; i<m; i++){ db[j*lda_b+i] = da[j*lda_a+i]; } } } void init(int64_t n, char * arr) const { dtype addid = dtype(); set(arr, (char const *)&addid, n); } /** \brief initialize n objects to zero * \param[in] n number of items * \param[in] arr array containing n items, to be set to zero */ virtual void init_shell(int64_t n, char * arr) const { dtype dummy = dtype(); for (int i=0; i<n; i++){ memcpy(arr+i*el_size,(char*)&dummy,el_size); } } CTF_int::bivar_function * get_elementwise_smaller() const { return new Bivar_Function<dtype,dtype,bool>([](dtype a, dtype b){ return !CTF_int::default_isequal<dtype>(CTF_int::default_max<dtype,is_ord>(a,b), a);}); } CTF_int::bivar_function * get_elementwise_smaller_or_equal() const { return new Bivar_Function<dtype,dtype,bool>([](dtype a, dtype b){ return CTF_int::default_isequal<dtype>(CTF_int::default_max<dtype,is_ord>(a,b), b);}); } CTF_int::bivar_function * get_elementwise_is_equal() const { return new Bivar_Function<dtype,dtype,bool>([](dtype a, dtype b){ return CTF_int::default_isequal<dtype>(a, b);}); } CTF_int::bivar_function * get_elementwise_is_not_equal() const { return new Bivar_Function<dtype,dtype,bool>([](dtype a, dtype b){ return !CTF_int::default_isequal<dtype>(a, b);}); } /* void copy(int64_t m, int64_t n, char const * a, int64_t lda_a, char const * alpha, char * b, int64_t lda_b, char const * beta) const { dtype const * da = (dtype const*)a; dtype dalpha = *((dtype const*)alpha); dtype dbeta = *((dtype const*)beta); dtype * db = (dtype *)b; for (int64_t j=0; j<n; j++){ for (int64_t i=0; i<m; i++){ dbeta*db[j*lda_b+i] += dalpha*da[j*lda_a+i] } } }*/ }; //FIXME do below with macros to shorten template <> inline void Set<float>::cast_double(double d, char * c) const { ((float*)c)[0] = (float)d; } template <> inline void Set<double>::cast_double(double d, char * c) const { ((double*)c)[0] = d; } template <> inline void Set<long double>::cast_double(double d, char * c) const { ((long double*)c)[0] = (long double)d; } template <> inline void Set<int>::cast_double(double d, char * c) const { ((int*)c)[0] = (int)d; } template <> inline void Set<uint64_t>::cast_double(double d, char * c) const { ((uint64_t*)c)[0] = (uint64_t)d; } template <> inline void Set<int64_t>::cast_double(double d, char * c) const { ((int64_t*)c)[0] = (int64_t)d; } template <> inline void Set< std::complex<float>,false >::cast_double(double d, char * c) const { ((std::complex<float>*)c)[0] = (std::complex<float>)d; } template <> inline void Set< std::complex<double>,false >::cast_double(double d, char * c) const { ((std::complex<double>*)c)[0] = (std::complex<double>)d; } template <> inline void Set< std::complex<long double>,false >::cast_double(double d, char * c) const { ((std::complex<long double>*)c)[0] = (std::complex<long double>)d; } template <> inline void Set<float>::cast_int(int64_t d, char * c) const { ((float*)c)[0] = (float)d; } template <> inline void Set<double>::cast_int(int64_t d, char * c) const { ((double*)c)[0] = (double)d; } template <> inline void Set<long double>::cast_int(int64_t d, char * c) const { ((long double*)c)[0] = (long double)d; } template <> inline void Set<int>::cast_int(int64_t d, char * c) const { ((int*)c)[0] = (int)d; } template <> inline void Set<uint64_t>::cast_int(int64_t d, char * c) const { ((uint64_t*)c)[0] = (uint64_t)d; } template <> inline void Set<int64_t>::cast_int(int64_t d, char * c) const { ((int64_t*)c)[0] = (int64_t)d; } template <> inline void Set< std::complex<float>,false >::cast_int(int64_t d, char * c) const { ((std::complex<float>*)c)[0] = (std::complex<float>)d; } template <> inline void Set< std::complex<double>,false >::cast_int(int64_t d, char * c) const { ((std::complex<double>*)c)[0] = (std::complex<double>)d; } template <> inline void Set< std::complex<long double>,false >::cast_int(int64_t d, char * c) const { ((std::complex<long double>*)c)[0] = (std::complex<long double>)d; } template <> inline double Set<float>::cast_to_double(char const * c) const { return (double)(((float*)c)[0]); } template <> inline double Set<double>::cast_to_double(char const * c) const { return ((double*)c)[0]; } template <> inline double Set<int>::cast_to_double(char const * c) const { return (double)(((int*)c)[0]); } template <> inline double Set<uint64_t>::cast_to_double(char const * c) const { return (double)(((uint64_t*)c)[0]); } template <> inline double Set<int64_t>::cast_to_double(char const * c) const { return (double)(((int64_t*)c)[0]); } template <> inline int64_t Set<int64_t>::cast_to_int(char const * c) const { return ((int64_t*)c)[0]; } template <> inline int64_t Set<int>::cast_to_int(char const * c) const { return (int64_t)(((int*)c)[0]); } template <> inline int64_t Set<unsigned int>::cast_to_int(char const * c) const { return (int64_t)(((unsigned int*)c)[0]); } template <> inline int64_t Set<uint64_t>::cast_to_int(char const * c) const { return (int64_t)(((uint64_t*)c)[0]); } template <> inline int64_t Set<bool>::cast_to_int(char const * c) const { return (int64_t)(((bool*)c)[0]); } template <> inline void Set<float>::print(char const * a, FILE * fp) const { fprintf(fp,"%11.5E",((float*)a)[0]); } template <> inline void Set<double>::print(char const * a, FILE * fp) const { fprintf(fp,"%11.5E",((double*)a)[0]); } template <> inline void Set<int64_t>::print(char const * a, FILE * fp) const { fprintf(fp,"%ld",((int64_t*)a)[0]); } template <> inline void Set<uint64_t>::print(char const * a, FILE * fp) const { fprintf(fp,"%lu",((uint64_t*)a)[0]); } template <> inline void Set<uint32_t>::print(char const * a, FILE * fp) const { fprintf(fp,"%u",((uint32_t*)a)[0]); } template <> inline void Set<int>::print(char const * a, FILE * fp) const { fprintf(fp,"%d",((int*)a)[0]); } template <> inline void Set< std::complex<float>,false >::print(char const * a, FILE * fp) const { fprintf(fp,"(%11.5E,%11.5E)",((std::complex<float>*)a)[0].real(),((std::complex<float>*)a)[0].imag()); } template <> inline void Set< std::complex<double>,false >::print(char const * a, FILE * fp) const { fprintf(fp,"(%11.5E,%11.5E)",((std::complex<double>*)a)[0].real(),((std::complex<double>*)a)[0].imag()); } template <> inline void Set< std::complex<long double>,false >::print(char const * a, FILE * fp) const { fprintf(fp,"(%11.5LE,%11.5LE)",((std::complex<long double>*)a)[0].real(),((std::complex<long double>*)a)[0].imag()); } template <> inline bool Set<float>::isequal(char const * a, char const * b) const { if (a == NULL && b == NULL) return true; if (a == NULL || b == NULL) return false; return ((float*)a)[0] == ((float*)b)[0]; } template <> inline bool Set<double>::isequal(char const * a, char const * b) const { if (a == NULL && b == NULL) return true; if (a == NULL || b == NULL) return false; return ((double*)a)[0] == ((double*)b)[0]; } template <> inline bool Set<int>::isequal(char const * a, char const * b) const { if (a == NULL && b == NULL) return true; if (a == NULL || b == NULL) return false; return ((int*)a)[0] == ((int*)b)[0]; } template <> inline bool Set<uint64_t>::isequal(char const * a, char const * b) const { if (a == NULL && b == NULL) return true; if (a == NULL || b == NULL) return false; return ((uint64_t*)a)[0] == ((uint64_t*)b)[0]; } template <> inline bool Set<int64_t>::isequal(char const * a, char const * b) const { if (a == NULL && b == NULL) return true; if (a == NULL || b == NULL) return false; return ((int64_t*)a)[0] == ((int64_t*)b)[0]; } template <> inline bool Set<long double>::isequal(char const * a, char const * b) const { if (a == NULL && b == NULL) return true; if (a == NULL || b == NULL) return false; return ((long double*)a)[0] == ((long double*)b)[0]; } template <> inline bool Set< std::complex<float>,false >::isequal(char const * a, char const * b) const { if (a == NULL && b == NULL) return true; if (a == NULL || b == NULL) return false; return (( std::complex<float> *)a)[0] == (( std::complex<float> *)b)[0]; } template <> inline bool Set< std::complex<double>,false >::isequal(char const * a, char const * b) const { if (a == NULL && b == NULL) return true; if (a == NULL || b == NULL) return false; return (( std::complex<double> *)a)[0] == (( std::complex<double> *)b)[0]; } template <> inline bool Set< std::complex<long double>,false >::isequal(char const * a, char const * b) const { if (a == NULL && b == NULL) return true; if (a == NULL || b == NULL) return false; return (( std::complex<long double> *)a)[0] == (( std::complex<long double> *)b)[0]; } /** * @} */ } #include "monoid.h" #endif
mat_mul_rose.c
#include <stdio.h> #include <stdlib.h> #include <mat_mul.h> #include "omp.h" void mat_mul(int n,int **a,int **b,int **c) { int i; int j; int k; #pragma omp parallel for private (i,j,k) firstprivate (n) for (i = 0; i <= n - 1; i += 1) { #pragma omp parallel for private (j,k) for (j = 0; j <= n - 1; j += 1) { c[i][j] = 0; for (k = 0; k <= n - 1; k += 1) { c[i][j] += a[i][k] * b[k][j]; } } } return ; } int compute_cijk(int i,int j,int k,int **a,int **b) { return a[i][k] * b[k][j]; } void mat_mul_function_calls(int n,int **a,int **b,int **c) { int i; int j; int k; for (i = 0; i <= n - 1; i += 1) { for (j = 0; j <= n - 1; j += 1) { c[i][j] = 0; for (k = 0; k <= n - 1; k += 1) { c[i][j] += compute_cijk(i,j,k,a,b); } } } return ; } void compute_cijk2(int i,int j,int k,int **a,int **b,int **c) { c[i][j] += a[i][k] * b[k][j]; } void mat_mul_function_calls2(int n,int **a,int **b,int **c) { int i; int j; int k; for (i = 0; i <= n - 1; i += 1) { for (j = 0; j <= n - 1; j += 1) { c[i][j] = 0; for (k = 0; k <= n - 1; k += 1) { compute_cijk2(i,j,k,a,b,c); } } } return ; } void compute_cij(int i,int j,int n,int **a,int **b,int **c) { int k; c[i][j] = 0; for (k = 0; k <= n - 1; k += 1) { c[i][j] += a[i][k] * b[k][j]; } } void mat_mul_function_calls3(int n,int **a,int **b,int **c) { int i; int j; for (i = 0; i <= n - 1; i += 1) { for (j = 0; j <= n - 1; j += 1) { compute_cij(i,j,n,a,b,c); } } return ; } void compute_ci(int i,int n,int **a,int **b,int **c) { int j; int k; #pragma omp parallel for private (j,k) firstprivate (i,n) for (j = 0; j <= n - 1; j += 1) { c[i][j] = 0; for (k = 0; k <= n - 1; k += 1) { c[i][j] += a[i][k] * b[k][j]; } } } void mat_mul_function_calls4(int n,int **a,int **b,int **c) { int i; for (i = 0; i <= n - 1; i += 1) { compute_ci(i,n,a,b,c); } return ; } void mat_mul_loop_unroll(int n,int **a,int **b,int **c) { int i; int j; int k; #pragma omp parallel for private (i,j,k) firstprivate (n) for (i = 0; i <= n - 1; i += 1) { #pragma omp parallel for private (j,k) for (j = 0; j <= n - 1; j += 1) { c[i][j] = 0; // we asume that n is even for (k = 0; k <= n - 1 - 1; k += 2) { c[i][j] += a[i][k] * b[k][j] + a[i][k + 1] * b[k + 1][j]; } } } return ; } void mat_mul_loop_unroll2(int n,int **a,int **b,int **c) { int i; int j; int k; #pragma omp parallel for private (i,j,k) firstprivate (n) for (i = 0; i <= n - 1; i += 1) { // we asume that n is even for (j = 0; j <= n - 1 - 1; j += 2) { c[i][j] = 0; c[i][j + 1] = 0; for (k = 0; k <= n - 1 - 1; k += 2) { c[i][j] += a[i][k] * b[k][j] + a[i][k + 1] * b[k + 1][j]; c[i][j + 1] += a[i][k] * b[k][j + 1] + a[i][k + 1] * b[k + 1][j + 1]; } } } return ; } void mat_mul_loop_unroll3(int n,int **a,int **b,int **c) { int i; int j; int k; // we asume that n is even for (i = 0; i <= n - 1 - 1; i += 2) { for (j = 0; j <= n - 1 - 1; j += 2) { c[i][j] = 0; c[i][j + 1] = 0; c[i + 1][j] = 0; c[i + 1][j + 1] = 0; for (k = 0; k <= n - 1 - 1; k += 2) { c[i][j] += a[i][k] * b[k][j] + a[i][k + 1] * b[k + 1][j]; c[i][j + 1] += a[i][k] * b[k][j + 1] + a[i][k + 1] * b[k + 1][j + 1]; c[i + 1][j] += a[i + 1][k] * b[k][j] + a[i + 1][k + 1] * b[k + 1][j]; c[i + 1][j + 1] += a[i + 1][k] * b[k][j + 1] + a[i + 1][k + 1] * b[k + 1][j + 1]; } } } return ; } void mat_mul_arr_priv(int n,int **a,int **b,int **c) { int i; int j; int k; int *d = (malloc(sizeof(int ) * n)); for (i = 0; i <= n - 1; i += 1) { d[i] = 0; for (j = 0; j <= n - 1; j += 1) { d[i] = i; c[d[i]][j] = 0; for (k = 0; k <= n - 1; k += 1) { c[i][j] += a[i][k] * b[k][j]; } } } return ; } void mat_mul_arr_priv2(int n,int **a,int **b,int **c) { int i; int j; int k; int *d = (malloc(sizeof(int ) * n)); #pragma omp parallel for private (i,j,k) firstprivate (n) for (i = 0; i <= n - 1; i += 1) { for (j = 0; j <= n - 1; j += 1) { d[i] = 0; for (k = 0; k <= n - 1; k += 1) { d[i] += a[i][k] * b[k][j]; } c[i][j] = d[i]; } } return ; } void mat_mul_pointer_alias(int n,int **a,int **b,int **c) { int i; int j; int k; for (i = 0; i <= n - 1; i += 1) { for (j = 0; j <= n - 1; j += 1) { c[i][j] = 0; for (k = 0; k <= n - 1; k += 1) { ( *(c + i))[j] += ( *(a + i))[k] * b[k][j]; } } } return ; } void mat_mul_pointer_alias2(int n,int **a,int **b,int **c) { int i; int j; int k; int **d = c; #pragma omp parallel for private (i,j) for (i = 0; i <= n - 1; i += 1) { c[i][0] = 0; #pragma omp parallel for private (j) for (j = 1; j <= n - 1; j += 1) { c[i][j] = d[i][j - 1]; } } #pragma omp parallel for private (i,j,k) firstprivate (n) for (i = 0; i <= n - 1; i += 1) { #pragma omp parallel for private (j,k) for (j = 0; j <= n - 1; j += 1) { for (k = 0; k <= n - 1; k += 1) { c[i][j] += a[i][k] * b[k][j]; } } } return ; }
neuron.h
/* * Architektury výpočetních systémů (AVS 2019) * Projekt c. 1 (ANN) * Login: xmarci10 */ /** * @brief Returns output of the neuron as product of inputs, sums and bias * @param inputSize - number of inputs the neuron * @param neuronCount - number of neurons in the layer * @param input - pointer to neuron input array (identical for all neurons in the layer) * @param weights - pointer to weights for all neurons in the layer * @param bias - bias value of the neuron * @param neuronId - ID of the neuron in layer (position) * @return Output of the neuron */ #pragma omp declare simd uniform(inputSize, input) linear(weight) simdlen(8) float evalNeuron( size_t inputSize, const float* input, const float* weight, float bias );
copy.c
/******************************************************************************* * Copyright 2021 UChicago Argonne, LLC. * (c.f. AUTHORS, LICENSE) * * This file is part of the NRM Benchmarks project. * For more info, see https://github.com/anlsys/nrm-benchmarks * * SPDX-License-Identifier: BSD-3-Clause ******************************************************************************/ #include "config.h" #include "nrm-benchmarks.h" #include <nrm.h> #include <omp.h> #include <stddef.h> static double *a, *b; static struct nrm_context *context; static struct nrm_scope *region_scope, **thread_scope; int main(int argc, char **argv) { /* configuration parameters: * - array size in number of double elements * - number of times to run through the benchmark */ size_t array_size; long int times; /* needed for performance measurement */ int64_t sumtime = 0, mintime = INT64_MAX, maxtime = 0; nrmb_time_t start, end; size_t memory_size; int num_threads; /* retrieve the size of the allocation and the number of time * to loop through the kernel. */ assert(argc == 3); array_size = strtoull(argv[1], NULL, 0); assert(!errno); times = strtol(argv[2], NULL, 0); assert(!errno); /* ensure that OpenMP is giving us the right number of threads */ #pragma omp parallel #pragma omp master num_threads = omp_get_num_threads(); int err = 0; #pragma omp parallel #pragma omp atomic err++; assert(num_threads == err); err = 0; /* allocate the arrays and initialize them. Note that we expect the * first-touch policy of Linux to result in the arrays being properly * balanced between threads/numa-nodes */ memory_size = array_size * sizeof(double); a = malloc(memory_size); b = malloc(memory_size); #pragma omp parallel for for(size_t i = 0; i < array_size; i++) { a[i] = 1.0; b[i] = 2.0; } /* NRM Context init */ context = nrm_ctxt_create(); nrm_init(context, argv[0], 0, 0); /* one run of the benchmark for free, warms up the memory */ #pragma omp parallel for for(size_t i = 0; i < array_size; i++) b[i] = a[i]; /* this version of the benchmarks reports one progress each time it goes * through the entire array. */ /* Create scopes */ region_scope = nrm_scope_create(); thread_scope = malloc(num_threads*sizeof(nrm_scope_t*)); for (int i = 0; i < num_threads; i++) { thread_scope[i] = nrm_scope_create(); } /* Get master process scope */ nrm_scope_threadshared(region_scope); nrm_send_progress(context, 1, region_scope); for(long int iter = 0; iter < times; iter++) { int64_t time; nrmb_gettime(&start); /* the actual benchmark */ #pragma omp parallel for for(size_t i = 0; i < array_size; i++) { b[i] = a[i]; /* Get scopes */ nrm_scope_threadshared(region_scope); nrm_scope_threadprivate(thread_scope[omp_get_thread_num()]); nrm_send_progress(context, 1, thread_scope[omp_get_thread_num()]); } nrmb_gettime(&end); nrm_send_progress(context, 1, region_scope); time = nrmb_timediff(&start, &end); sumtime += time; mintime = NRMB_MIN(time, mintime); maxtime = NRMB_MAX(time, maxtime); } nrm_fini(context); nrm_ctxt_delete(context); /* Delete scopes */ nrm_scope_delete(region_scope); for (int i = 0; i < num_threads; i++) { nrm_scope_delete(thread_scope[i]); } /* compute stats */ /* report the configuration and timings */ fprintf(stdout, "NRM Benchmarks: %s\n", argv[0]); fprintf(stdout, "Version: %s\n", PACKAGE_VERSION); fprintf(stdout, "Description: one progress per iteration, Copy benchmark\n"); fprintf(stdout, "Array size: %zu (elements).\n", array_size); fprintf(stdout, "Memory per array: %.1f MiB.\n", (double) memory_size /1024.0/1024.0); fprintf(stdout, "Kernel was executed: %ld times.\n", times); fprintf(stdout, "Number of threads: %d\n", num_threads); fprintf(stdout, "Time (s): avg: %11.6f min: %11.6f max: %11.6f\n", 1.0E-09 * sumtime/times, 1.0E-09 * mintime, 1.0E-09 * maxtime); fprintf(stdout, "Perf (MiB/s): avg: %12.6f best: %12.6f\n", (2.0E-06 * memory_size)/ (1.0E-09 * sumtime/times), (2.0E-06 * memory_size)/ (1.0E-09 * mintime)); /* validate the benchmark: for a copy, the minimum about of bits should * be different. */ err = 0; for(size_t i = 0; i < array_size && err == 0; i++) err = err || !nrmb_check_double(a[i], b[i], 2); if(err) fprintf(stdout, "VALIDATION FAILED!!!!\n"); else fprintf(stdout, "VALIDATION PASSED!!!!\n"); return err; }
proj.c
#include<assert.h> #include<stdlib.h> #include<stdio.h> #include<math.h> #ifdef _OPENMP #include<omp.h> #endif #include "proj.h" #include "fgnsrdef.h" #include "util.h" #define XMAX(X, Y) ((X) < (Y) ? Y : X) #define XMIN(X, Y) ((X) < (Y) ? X : Y) /* Epsilon for relative feasibility of w_j * x_i <= w_i * x_j */ #define EP_FEAS_REL 1.e-8 #define EP_FEAS_ABS 1.e-8 /* TODO IDEA FOR OPTIMIZATION The values of the to-be-projected matrix do not * change at random. We add a scaled gradient to a feasible point. Since the * gradient may have structure (sparse, only a few non-zero rows, sign of * diagonal entries known, etc), it may be of advantage to keep sorted arrays * throughout the iteration and process only the changes that destroy the * current ordering. */ /* TODO IDEA FOR OPTIMIZATION Depending on the length of a sparse column to * have a local copy of only the weights actually needed instead of all * weights. This would avoid all the indirect addressing over the row index * array in the CSC structure at the cost of some thread local memory and * copies. */ /************************************************************************/ /* Data structures */ /************************************************************************/ /* This is used to sort two different arrays w.r.t only one of the arrays */ struct dpair { int index; /* Index k */ double value; /* Value x_k / w_k */ }; typedef struct dpair DPAIR, *DPAIRptr; struct sppair { FGNSRSPDIM pos; /* Position in compressed column corresponding to 'value' */ double value; /* Value x_k / w_k */ }; typedef struct sppair SPPAIR, *SPPAIRptr; struct projdata { int lenvec; int verbose; int numthreads; double *weights; DPAIRptr *ratios; /* private data array for each thread */ }; typedef struct projdata PROJDATA; /* pointer typedefs for this struct placed in proj.h */ struct spprojdata { int verbose; int numthreads; double *weights; SPPAIRptr *ratios; /* private data array for each thread */ int *flags; /* thread private flag space, e.g. statuses */ }; typedef struct spprojdata SPPROJDATA; /* pointer typedefs for this struct placed in proj.h */ /************************************************************************/ /* Prototypes for static functions */ /************************************************************************/ #ifdef _OPENMP /* Setup openmp environment */ static int setup_openmp(int *numthreads); #endif /* Allocation function */ static int alloc_projdata(int lenvec, int numthreads, int verbose, PROJDATAptr *pdata_ptr); static int alloc_projdata_sparse(FGNSRSPDIM lenvec, int numthreads, int verbose, SPPROJDATAptr *pdata_ptr); /* Project a given dense vector. * * n -- length of the vector * vec -- the vector * diag_idx -- position of the diagonal element in the vector * ub -- upper bound for the projected diagonal element * * TODO Describe the polytope and the type of projection */ static void project_dvec(int n, double *vec, double *weights, int diag_idx, double ub, DPAIR* ratios); /* veclen -- number of nonzeros in this column * rind -- row indices of the vector * value -- nz values of the vector * weights * diag_idx -- row index of the diagonal element in the vector * ub * ratios -- unpopulated work array */ static void project_spvec(FGNSRSPDIM veclen, FGNSRSPDIM *rind, double *vec, double *weights, FGNSRSPDIM diag_idx, double ub, SPPAIR *ratios, int *status); /* Push vector to feasible orthant, copy infeasible entries to DPAIR array for * thresholding phase. Returns the number of violations found and stored to * DPAIR. */ static int preclean_dvec(int n, double *vec, double *weights, int diag_idx, double ub, DPAIR* ratios); static int preclean_spvec(FGNSRSPDIM n, FGNSRSPDIM *rind, double *vec, double *weights, FGNSRSPDIM diag_pos, double ub, SPPAIR* ratios); /* Determine optimal clipped value for diagonal element by thresholding * * Return number of tight upper bounds */ static void iterthres_dvec(int numelm, DPAIR* ratios, double *vec, double *weights, int diag_idx, double ub); static void iterthres_spvec(FGNSRSPDIM numelem, SPPAIR* ratios, FGNSRSPDIM *rind, double *vec, double *weights, FGNSRSPDIM diag_pos, double ub); /* Clip whole vector at given value v for the diagonal element. Violated * bounds will be corrected as well. */ static void clipatval_dvec(int n, double *vec, double *weights, int diag_idx, double v); static void clipatval_spvec(FGNSRSPDIM n, FGNSRSPDIM *rind, double *vec, double *weights, FGNSRSPDIM diag_pos, double v); /* Move vector to feasible orthant, that is: * * vec[diag_idx] <= ub * vec >= 0 * * This function is dedicated to the case where weight[diag_idx] == 0 (or tiny). */ static void enforce_bounds(int n, double *vec, int diag_idx, double ub); static void enforce_bounds_spvec(FGNSRSPDIM nnz_vec, double *vec, FGNSRSPDIM diag_pos, double ub); /* Initialize heap order on 'ratios' by siftdown in reverse order */ static void init_heaporder(DPAIR *ratios, int num_elem); /* NOTE: can be made inline */ /* Sift down element from node 'index'*/ static void siftdown(DPAIR *ratios, int index, int numelem); static void init_heaporder_sppair (SPPAIR* store, FGNSRSPDIM numelem); /* NOTE: can be made inline */ static void siftdown_sppair(SPPAIR* s, FGNSRSPDIM index, FGNSRSPDIM numelem); /************************************************************************/ /* API functions */ /************************************************************************/ /* Obtain projdata pointer */ int FGNSRproj_init(int lenvec, double * weights, int verbose, PROJDATAptr *pdata_ptr) { int numthreads = -1; int status = 0; #ifdef _OPENMP status = setup_openmp(&numthreads); if (status != 0) { goto TERMINATE; } #else numthreads = 1; #endif status = alloc_projdata(lenvec, numthreads, verbose, pdata_ptr); if (status != 0) { goto TERMINATE; } (*pdata_ptr)->weights = weights; TERMINATE: if (status != 0) { /* *pdata_ptr == NULL is possible but safe */ FGNSRproj_free(pdata_ptr); } return status; } int FGNSRproj_spinit(FGNSRSPDIM lenvec, double * weights, int verbose, SPPROJDATAptr *pdata_ptr){ int numthreads = -1; int status = 0; #ifdef _OPENMP status = setup_openmp(&numthreads); if (status != 0) { goto TERMINATE; } #else numthreads = 1; #endif status = alloc_projdata_sparse(lenvec, numthreads, verbose, pdata_ptr); if (status != 0) { goto TERMINATE; } (*pdata_ptr)->weights = weights; TERMINATE: if (status != 0) { /* *pdata_ptr == NULL is possible but safe */ FGNSRproj_spfree(pdata_ptr); } return status; } void FGNSRproj_free(PROJDATAptr *pdata_ptr) { PROJDATAptr pdata = *pdata_ptr; if (pdata != NULL) { pdata->weights = NULL; /* External memory, no free */ if (pdata->ratios != NULL) { /* Only first thread's data points to malloc'ed memory */ FGNSRfree((void **) pdata->ratios); FGNSRfree((void **) &(pdata->ratios)); } FGNSRfree((void **) pdata_ptr); } else { /* Nothing to free, which is OK */ } } void FGNSRproj_spfree(SPPROJDATAptr *pdata_ptr) { SPPROJDATAptr pdata = *pdata_ptr; if (pdata != NULL) { pdata->weights = NULL; /* External memory, no free */ if (pdata->ratios != NULL) { /* Only first thread's data points to malloc'ed memory */ FGNSRfree((void **) pdata->ratios); FGNSRfree((void **) &(pdata->ratios)); FGNSRfree((void **) &(pdata->flags)); } FGNSRfree((void **) pdata_ptr); } else { /* Nothing to free, which is OK */ } } int FGNSRproj_project_dmatrix(PROJDATAptr pdata, int numvec, double *matrix, double ub, int *diag_idx) { int tid = 0; int i; DATUM t_start, t_end; int status = FGNSRSTAT_OK; int lenvec = pdata->lenvec; double *weights = pdata->weights; FGNSRtimestamp(&t_start); #pragma omp parallel private(tid, i) { #ifdef _OPENMP tid = omp_get_thread_num(); #endif #pragma omp for nowait for (i=0; i<numvec; i++) { project_dvec(lenvec, &(matrix[i*lenvec]), weights, diag_idx[i], ub, (pdata->ratios)[tid]); } } FGNSRtimestamp(&t_end); if (pdata->verbose) { printf("Elapsed CPU time %.2f, WC time %.2f (%d threads)\n", FGNSRcputime(t_start,t_end), FGNSRwctime(t_start, t_end), pdata->numthreads); } return status; } int FGNSRproj_project_spmatrix(SPPROJDATAptr pdata, FGNSRSPDIM numvec, FGNSRSPNZ *begin, FGNSRSPDIM *index, double *value, double ub, FGNSRSPDIM *diag_idx) { int tid = 0; FGNSRSPDIM i; DATUM t_start, t_end; int *tidstatus = pdata->flags; /* Use flags as per-thread status */ int status = FGNSRSTAT_OK; double *weights = pdata->weights; FGNSRtimestamp(&t_start); #pragma omp parallel private(tid, i) { #ifdef _OPENMP tid = omp_get_thread_num(); #endif tidstatus[tid] = 0; #pragma omp for nowait for (i=0; i<numvec; i++) { /* Safe cast: no column can be longer than SPDIM, although begin[k] may * be larger */ FGNSRSPDIM veclen = (FGNSRSPDIM) (begin[i+1] - begin[i]); project_spvec(veclen, &index[begin[i]], &value[begin[i]], weights, diag_idx[i], ub, (pdata->ratios)[tid], &tidstatus[tid]); } } FGNSRtimestamp(&t_end); for (i=0; i<pdata->numthreads; i++) { if (tidstatus[i] != FGNSRSTAT_OK) { /* Some thread has signaled error, we only signal tid-first error */ status = tidstatus[i]; break; } } if (pdata->verbose) { printf("Elapsed CPU time %.2f, WC time %.2f (%d threads)\n", FGNSRcputime(t_start,t_end), FGNSRwctime(t_start, t_end), pdata->numthreads); } return status; } /************************************************************************/ /* Static functions */ /************************************************************************/ #ifdef _OPENMP /* Setup openmp environment */ static int setup_openmp(int *numthreads) { int status = FGNSRSTAT_OK; int maxthreads; /* No dynamic thread assignments */ omp_set_dynamic(0); /* No nested parallel regions */ omp_set_nested(0); maxthreads = omp_get_max_threads(); if (*numthreads <= 0 || *numthreads > maxthreads) { /* Automatic setting, use max threads */ *numthreads = maxthreads; } omp_set_num_threads(*numthreads); return status; } #endif /* Obtain projdata pointer */ static int alloc_projdata(int lenvec, int numthreads, int verbose, PROJDATAptr *pdata_ptr) { int status, k; DPAIRptr *ratios = NULL, tmpchunk = NULL; PROJDATAptr pdata = NULL; status = FGNSRSTAT_OK; pdata = (PROJDATAptr) FGNSRmalloc(sizeof(PROJDATA)); if (pdata == NULL) { status = FGNSRSTAT_OOM; goto TERMINATE; } ratios = (DPAIRptr *) FGNSRmalloc (numthreads * sizeof(DPAIRptr)); if (ratios == NULL) { status = FGNSRSTAT_OOM; goto TERMINATE; } tmpchunk = (DPAIR *) FGNSRmalloc (numthreads * (lenvec - 1) * sizeof(DPAIR)); if (tmpchunk == NULL) { status = FGNSRSTAT_OOM; goto TERMINATE; } /* Split chunk apart into per-thread data */ for (k=0; k<numthreads; k++) { ratios[k] = & ( tmpchunk[k * (lenvec - 1)] ); } /* All mallocs have succeeded at this point, set up data structure */ pdata->lenvec = lenvec; pdata->numthreads = numthreads; pdata->verbose = verbose; pdata->ratios = ratios; *pdata_ptr = pdata; TERMINATE: if (status == FGNSRSTAT_OOM) { FGNSRfree((void **) &pdata); FGNSRfree((void **) &ratios); FGNSRfree((void **) &tmpchunk); } return status; } static int alloc_projdata_sparse(FGNSRSPDIM lenvec, int numthreads, int verbose, SPPROJDATAptr *pdata_ptr) { int status, k; SPPAIRptr *ratios = NULL, tmpchunk = NULL; int *flags = NULL; SPPROJDATAptr pdata = NULL; status = FGNSRSTAT_OK; pdata = (SPPROJDATAptr) FGNSRmalloc(sizeof(SPPROJDATA)); if (pdata == NULL) { status = FGNSRSTAT_OOM; goto TERMINATE; } ratios = (SPPAIRptr *) FGNSRmalloc (numthreads * sizeof(SPPAIRptr)); if (ratios == NULL) { status = FGNSRSTAT_OOM; goto TERMINATE; } flags = (int *) FGNSRmalloc (numthreads * sizeof(int)); if (flags == NULL) { status = FGNSRSTAT_OOM; goto TERMINATE; } tmpchunk = (SPPAIR *) FGNSRmalloc (numthreads * (lenvec - 1) * sizeof(SPPAIR)); if (tmpchunk == NULL) { status = FGNSRSTAT_OOM; goto TERMINATE; } /* Split chunk apart into per-thread data */ for (k=0; k<numthreads; k++) { ratios[k] = & ( tmpchunk[k * (lenvec - 1)] ); } /* All mallocs have succeeded at this point, set up data structure */ pdata->numthreads = numthreads; pdata->verbose = verbose; pdata->ratios = ratios; pdata->flags = flags; *pdata_ptr = pdata; TERMINATE: if (status == FGNSRSTAT_OOM) { FGNSRfree((void **) &pdata); FGNSRfree((void **) &ratios); FGNSRfree((void **) &flags); FGNSRfree((void **) &tmpchunk); } return status; } static void project_dvec(int n, double *vec, double *weights, int diag_idx, double ub, DPAIR* ratios) { int num_vio = 0; /* Number of violations saved in 'ratios' */ double diag_weight, diag_value; diag_weight = weights[diag_idx]; if (diag_weight < FGNSR_NUM_INVINF) { /* Diagonal weight is essentially zero. We only need to assert bound * feasibility of the vector */ enforce_bounds(n, vec, diag_idx, ub); return; } diag_value = vec[diag_idx]; if (diag_value >= (1. - EP_FEAS_REL) * ub) { /* In the optimal projection the diagonal element will be sitting at * ub. We clip the vector at ub and enforce feasibility constraints */ clipatval_dvec(n, vec, weights, diag_idx, ub); return; } /* At this point we cleared out the trivial cases and assume diag_weight != * 0.0. Now we have to identify the violated feasibility constraints. * Since we move vec to memory anyway, we enforce bounds as we search for * violations.*/ num_vio = preclean_dvec(n, vec, weights, diag_idx, ub, ratios); if (num_vio == 0) { /* This vector is feasible except for possibly the diagonal element. * Since we are asserting above that the upper bound is satisfied, the * only source of infeasibility is negativity. By setting the diagonal * value to zero in this case, we do not introduce new infeasibilities, * as 0 is a lower bound for all components. */ vec[diag_idx] = XMAX(vec[diag_idx], 0.0); return; } iterthres_dvec(num_vio, ratios, vec, weights, diag_idx, ub); } static void project_spvec(FGNSRSPDIM n, FGNSRSPDIM *rind, double *vec, double *weights, FGNSRSPDIM diag_idx, double ub, SPPAIR *ratios, int *status) { FGNSRSPDIM num_vio = 0; /* Number of violations saved in 'ratios' */ FGNSRSPDIM k, diag_pos; double diag_weight, diag_value; int diag_found = 0; /* Find diagonal entry in sparse vector */ for (k=0; k<n; k++) { if (rind[k] == diag_idx) { diag_pos = k; diag_found = 1; break; } } if (!diag_found) { /* This column has no diagonal element, signal error and quit */ *status = FGNSRSTAT_DATAERR; return; } diag_weight = weights[diag_idx]; if (diag_weight < FGNSR_NUM_INVINF) { /* Diagonal weight is essentially zero. We only need to assert bound * feasibility of the vector */ enforce_bounds_spvec(n, vec, diag_pos, ub); return; } diag_value = vec[diag_pos]; if (diag_value >= (1. - EP_FEAS_REL) * ub) { /* In the optimal projection the diagonal element will be sitting at * ub. We clip the vector at ub and enforce feasibility constraints */ clipatval_spvec(n, rind, vec, weights, diag_pos, ub); return; } /* At this point we cleared out the trivial cases and assume diag_weight != * 0.0. Now we have to identify the violated feasibility constraints. * Since we move vec to memory anyway, we enforce bounds as we search for * violations.*/ num_vio = preclean_spvec(n, rind, vec, weights, diag_pos, ub, ratios); if (num_vio == 0) { /* This vector is feasible except for possibly the diagonal element. * Since we are asserting above that the upper bound is satisfied, the * only source of infeasibility is negativity. By setting the diagonal * value to zero in this case, we do not introduce new infeasibilities, * as 0 is a lower bound for all components. */ vec[diag_pos] = XMAX(vec[diag_pos], 0.0); return; } iterthres_spvec(num_vio, ratios, rind, vec, weights, diag_pos, ub); return; } static int preclean_dvec(int n, double *vec, double *weights, int diag_idx, double ub, DPAIR* ratios) { int numvio = 0; double factor; int k; /* We need to identify those indices k such that * * weights[diag_idx] * vec[k] > weights[k] * vec[diag_idx] * * so we check vec[k] > vec[diag_idx] * weights[k] / weights[diag_idx] * since we can assert that weights[diag_dix] is sufficiently large. */ assert(weights[diag_idx] > FGNSR_NUM_INVINF); assert(vec[diag_idx] < ub); factor = vec[diag_idx] / weights[diag_idx]; for (k=0; k<n; k++) { if (k==diag_idx) continue; if (weights[k] == 0.0) { /* Corner case, no restrictions in this case TODO Treatment of this * case could be optimized since *all* values for this k-th row of * the matrix will need to go to zero. */ vec[k] = 0.0; } else if (vec[k] <= 0.0) { /* This component will always be projected on 0. No need to * consider it for thresholding, since the contribution to the * weighted sum will always be negative. */ vec[k] = 0.0; } else if (vec[k] > weights[k] * factor + EP_FEAS_ABS) { /* k-th constraint for is violated. */ assert(weights[k] > 0); ratios[numvio].value = vec[k]/weights[k]; ratios[numvio].index = k; numvio++; } assert(k != diag_idx); /* Should have been treated separately */ } return numvio; } static int preclean_spvec(FGNSRSPDIM n, FGNSRSPDIM *rind, double *vec, double *weights, FGNSRSPDIM diag_pos, double ub, SPPAIR* ratios) { int numvio = 0; double factor; double this_weight; FGNSRSPDIM k; /* We need to identify those indices k such that * * weights[diag_idx] * vec[k] > weights[k] * vec[diag_idx] * * so we check vec[k] > vec[diag_idx] * weights[k] / weights[diag_idx] * since we can assert that weights[diag_dix] is sufficiently large. */ assert(weights[rind[diag_pos]] > FGNSR_NUM_INVINF); assert(vec[diag_pos] < ub); factor = vec[diag_pos] / weights[rind[diag_pos]]; for (k=0; k<n; k++) { if (k==diag_pos) continue; this_weight = weights[rind[k]]; if (this_weight == 0.0) { /* Corner case, no restrictions in this case TODO Treatment of this * case could be optimized since *all* values for this k-th row of * the matrix will need to go to zero. */ vec[k] = 0.0; } else if (vec[k] <= 0.0) { /* This component will always be projected on 0. No need to * consider it for thresholding, since the contribution to the * weighted sum will always be negative. */ vec[k] = 0.0; } else if (vec[k] > this_weight * factor + EP_FEAS_ABS) { /* rind[k]-th constraint is violated. */ assert(this_weight > 0); ratios[numvio].value = vec[k]/this_weight; ratios[numvio].pos = k; numvio++; } assert(k != diag_pos); /* Should have been treated separately */ } return numvio; } /* iterthres_dvec * * Compute optimal clipping value for a dense vector. * * Assumptions: * * - Reference point is sitting in leading position of 'vec' and 'weights'. * - 'ratios' is descendingly ordered array of (n-1) ratios * vec[k] * weights[0] / weights[k], 1<= k <= n * * TODO proper treatment of inf / 0.0 / NaN cases */ static void iterthres_dvec(int numelem, DPAIR* ratios, double *vec, double *weights, int diag_idx, double ub) { double nom, den, clipval, ratio, diag_weight, diag_value, diag_iweight; double diag_ratio; int k, index; int len_heap; DPAIR tmp; /* Initialize heap of ratios x_k/w_k decreasingly (for violated constraints * of index k). Following this operation, ratios[0] holds minimal node. */ len_heap = numelem; init_heaporder(ratios, len_heap); diag_weight = weights[diag_idx]; diag_iweight = 1.0 / diag_weight; diag_value = vec[diag_idx]; nom = diag_value * diag_weight; den = diag_weight * diag_weight; clipval = diag_weight * nom/den; /* Initially == vec[diag_idx] */ /* We know that there is some space to move towards the ub. */ assert(clipval < ub); /* First pass through the data: determine clipping value. If the loop * condition fails, we have pushed clipvalue far enough so that all * remaining constraints become feasible. This cannot happen in the first * iteration. */ while ( (len_heap > 0) && (clipval < ub) && (ratios[0].value > clipval * diag_iweight) ) { /* Update clipval by consideration of one more violated constraint */ index = ratios[0].index; nom += weights[index] * vec[index]; den += weights[index] * weights[index]; clipval = diag_weight * nom/den; /* Move current max to tail (aka delete) and siftdown last leave to * restore heap order */ len_heap--; tmp = ratios[0]; ratios[0] = ratios[len_heap]; ratios[len_heap] = tmp; siftdown(ratios, 0, len_heap); } /* The determined clipping value may well be negative or exceed the bound */ clipval = XMIN(clipval, ub); clipval = XMAX(clipval, 0.0); /* At this point we have determined an optimal clipping value */ assert( (0.0 <= clipval) && (clipval <= ub) ); vec[diag_idx] = clipval; diag_ratio = clipval * diag_iweight; /* Second pass through data in order to clip all entries of vec that exceed * the weighted optimal clipping value */ /* First chunk: These constraints *may* be violated by our choice of * clipval*/ for (k=0; k<len_heap; k++) { ratio = ratios[k].value; index = ratios[k].index; if (ratio > diag_ratio) { vec[index] = weights[index] * diag_ratio; } } /* Second chunk: These constraints *are* violated by our choice of * clipval*/ for (k=len_heap; k<numelem; k++) { ratio = ratios[k].value; index = ratios[k].index; vec[index] = weights[index] * diag_ratio; } return; } static void iterthres_spvec(FGNSRSPDIM numelem, SPPAIR* ratios, FGNSRSPDIM *rind, double *vec, double *weights, FGNSRSPDIM diag_pos, double ub) { double nom, den, clipval, ratio, diag_weight, diag_value, diag_iweight; double diag_ratio; FGNSRSPDIM k, index, pos; FGNSRSPDIM len_heap; SPPAIR tmp; /* Initialize heap of ratios x_k/w_k decreasingly (for violated constraints * of index k). Following this operation, ratios[0] holds minimal node. */ len_heap = numelem; init_heaporder_sppair(ratios, len_heap); diag_weight = weights[rind[diag_pos]]; diag_iweight = 1.0 / diag_weight; diag_value = vec[diag_pos]; nom = diag_value * diag_weight; den = diag_weight * diag_weight; clipval = diag_weight * nom/den; /* Initially == vec[diag_idx] */ /* We know that there is some space to move towards the ub. */ assert(clipval < ub); /* First pass through the data: determine clipping value. If the loop * condition fails, we have pushed clipvalue far enough so that all * remaining constraints become feasible. This cannot happen in the first * iteration. */ while ( (len_heap > 0) && (clipval < ub) && (ratios[0].value > clipval * diag_iweight) ) { /* Update clipval by consideration of one more violated constraint */ pos = ratios[0].pos; index = rind[pos]; nom += weights[index] * vec[pos]; den += weights[index] * weights[index]; clipval = diag_weight * nom/den; /* Move current max to tail (aka delete) and siftdown last leave to * restore heap order */ len_heap--; tmp = ratios[0]; ratios[0] = ratios[len_heap]; ratios[len_heap] = tmp; siftdown_sppair(ratios, 0, len_heap); } /* The determined clipping value may well be negative or exceed the bound */ clipval = XMIN(clipval, ub); clipval = XMAX(clipval, 0.0); /* At this point we have determined an optimal clipping value */ assert( (0.0 <= clipval) && (clipval <= ub) ); vec[diag_pos] = clipval; diag_ratio = clipval * diag_iweight; /* Second pass through data in order to clip all entries of vec that exceed * the weighted optimal clipping value */ /* First chunk: These constraints *may* be violated by our choice of * clipval*/ for (k=0; k<len_heap; k++) { ratio = ratios[k].value; pos = ratios[k].pos; index = rind[pos]; if (ratio > diag_ratio) { vec[pos] = weights[index] * diag_ratio; } } /* Second chunk: These constraints *are* violated by our choice of * clipval*/ for (k=len_heap; k<numelem; k++) { ratio = ratios[k].value; pos = ratios[k].pos; index = rind[pos]; vec[pos] = weights[index] * diag_ratio; } return; } static void clipatval_dvec(int n, double *vec, double *weights, int diag_idx, double v) { int k; double value1, value2; assert(v >= 0.0); assert(weights[diag_idx] > FGNSR_NUM_INVINF); /* Set diagonal value */ vec[diag_idx] = v; /* Precompute ratio to save divisions */ v /= weights[diag_idx]; for (k=0; k<n; k++) { /* For k==diag_idx value1==v*weights[diag_idx]==value2, so the loop * pass is harmless and has no effect but simplifies the logic */ value1 = XMAX(0.0, vec[k]); value2 = v * weights[k]; vec[k] = XMIN(value1, value2); } } static void clipatval_spvec(FGNSRSPDIM n, FGNSRSPDIM *rind, double *vec, double *weights, FGNSRSPDIM diag_pos, double v) { FGNSRSPDIM k; double value1, value2; assert(v >= 0.0); assert(weights[rind[diag_pos]] > FGNSR_NUM_INVINF); /* Set diagonal value */ vec[diag_pos] = v; /* Precompute ratio to save divisions */ v /= weights[rind[diag_pos]]; for (k=0; k<n; k++) { /* For k==diag_pos value1==v*weights[diag_idx]==value2, so the loop * pass is harmless and has no effect but simplifies the logic */ value1 = XMAX(0.0, vec[k]); value2 = v * weights[rind[k]]; vec[k] = XMIN(value1, value2); } } static void enforce_bounds(int n, double *vec, int diag_idx, double ub) { int k; vec[diag_idx] = XMIN(vec[diag_idx], ub); for (k=0; k<n; k++) { vec[k] = XMAX(vec[k], 0.0); } } static void enforce_bounds_spvec(FGNSRSPDIM nnz_vec, double *vec, FGNSRSPDIM diag_pos, double ub) { FGNSRSPDIM k; vec[diag_pos] = XMIN(vec[diag_pos], ub); for (k=0; k<nnz_vec; k++) { vec[k] = XMAX(vec[k], 0.0); } } /**********************************************************************/ static void init_heaporder (DPAIR* store, int numelem) { int i; for (i=numelem/2-1; i>=0; i--) { siftdown (store, i, numelem); } } static void siftdown (DPAIR* s, int index, int numelem) { int cur_node = index; int child_node; while ((child_node = 2*cur_node+1) < numelem) { /* Then cur_node has at least one child */ int max_index=cur_node; DPAIR tmp; if (s[child_node].value > s[max_index].value) { max_index = child_node; } if (++child_node < numelem && s[child_node].value > s[max_index].value) { /* Then cur_node has two children and we select the max child */ max_index = child_node; } if (max_index == cur_node) { /* Element is no smaller than all children */ break; } tmp = s[max_index]; s[max_index] = s[cur_node]; s[cur_node] = tmp; cur_node = max_index; } } static void init_heaporder_sppair (SPPAIR* store, FGNSRSPDIM numelem) { FGNSRSPDIM i; for (i=numelem/2; i>0; i--) { siftdown_sppair (store, i-1, numelem); } } static void siftdown_sppair (SPPAIR* s, FGNSRSPDIM index, FGNSRSPDIM numelem) { FGNSRSPDIM cur_node = index; FGNSRSPDIM child_node; while ((child_node = 2*cur_node+1) < numelem) { /* Then cur_node has at least one child */ int max_index=cur_node; if (s[child_node].value > s[max_index].value) { max_index = child_node; } if (++child_node < numelem && s[child_node].value > s[max_index].value) { /* Then cur_node has two children and we select the max child */ max_index = child_node; } if (max_index == cur_node) { /* Element is no smaller than all children */ break; } { SPPAIR tmp; tmp = s[max_index]; s[max_index] = s[cur_node]; s[cur_node] = tmp; } cur_node = max_index; } }
owl_slicing_basic_impl_omp.h
/* * OWL - OCaml Scientific and Engineering Computing * Copyright (c) 2016-2020 Liang Wang <liang.wang@cl.cam.ac.uk> */ #ifdef OWL_ENABLE_TEMPLATE // Level 1 optimisation void FUNCTION (c, slice_1) (struct slice_pair *p) { TYPE *x = (TYPE *) p->x; TYPE *y = (TYPE *) p->y; int64_t d = p->dim - 1; int64_t n = p->n[d]; int64_t posx = p->posx + p->ofsx[d]; int64_t posy = p->posy + p->ofsy[d]; int64_t incx = p->incx[d]; int64_t incy = p->incy[d]; for (int64_t i = 0; i < n; i++) { MAPFUN (*(x + posx), *(y + posy)); posx += incx; posy += incy; } } // Level 2 optimisation void FUNCTION (c, slice_2) (struct slice_pair *p) { TYPE *x = (TYPE *) p->x; TYPE *y = (TYPE *) p->y; int64_t d0 = p->dim - 2; int64_t d1 = p->dim - 1; int64_t n0 = p->n[d0]; int64_t n1 = p->n[d1]; int64_t ofsx0 = p->ofsx[d0]; int64_t ofsy0 = p->ofsy[d0]; int64_t incx0 = p->incx[d0]; int64_t incy0 = p->incy[d0]; int64_t ofsx1 = p->ofsx[d1]; int64_t ofsy1 = p->ofsy[d1]; int64_t incx1 = p->incx[d1]; int64_t incy1 = p->incy[d1]; int64_t posx0 = p->posx + ofsx0; int64_t posy0 = p->posy + ofsy0; #pragma omp parallel for schedule(static) for (int64_t i0 = 0; i0 < n0; i0++) { int64_t posx1 = posx0 + ofsx1 + i0 * incx0; int64_t posy1 = posy0 + ofsy1 + i0 * incy0; for (int64_t i1 = 0; i1 < n1; i1++) { MAPFUN (*(x + posx1), *(y + posy1)); posx1 += incx1; posy1 += incy1; } } } // Level 3 optimisation void FUNCTION (c, slice_3) (struct slice_pair *p) { TYPE *x = (TYPE *) p->x; TYPE *y = (TYPE *) p->y; int64_t d0 = p->dim - 3; int64_t d1 = p->dim - 2; int64_t d2 = p->dim - 1; int64_t n0 = p->n[d0]; int64_t n1 = p->n[d1]; int64_t n2 = p->n[d2]; int64_t ofsx0 = p->ofsx[d0]; int64_t ofsy0 = p->ofsy[d0]; int64_t incx0 = p->incx[d0]; int64_t incy0 = p->incy[d0]; int64_t ofsx1 = p->ofsx[d1]; int64_t ofsy1 = p->ofsy[d1]; int64_t incx1 = p->incx[d1]; int64_t incy1 = p->incy[d1]; int64_t ofsx2 = p->ofsx[d2]; int64_t ofsy2 = p->ofsy[d2]; int64_t incx2 = p->incx[d2]; int64_t incy2 = p->incy[d2]; int64_t posx0 = p->posx + ofsx0; int64_t posy0 = p->posy + ofsy0; #pragma omp parallel for schedule(static) for (int64_t i0 = 0; i0 < n0; i0++) { int64_t posx1 = posx0 + ofsx1 + i0 * incx0; int64_t posy1 = posy0 + ofsy1 + i0 * incy0; for (int64_t i1 = 0; i1 < n1; i1++) { int64_t posx2 = posx1 + ofsx2; int64_t posy2 = posy1 + ofsy2; for (int64_t i2 = 0; i2 < n2; i2++) { MAPFUN (*(x + posx2), *(y + posy2)); posx2 += incx2; posy2 += incy2; } posx1 += incx1; posy1 += incy1; } } } // Level 4 optimisation void FUNCTION (c, slice_4) (struct slice_pair *p) { TYPE *x = (TYPE *) p->x; TYPE *y = (TYPE *) p->y; int64_t d0 = p->dim - 4; int64_t d1 = p->dim - 3; int64_t d2 = p->dim - 2; int64_t d3 = p->dim - 1; int64_t n0 = p->n[d0]; int64_t n1 = p->n[d1]; int64_t n2 = p->n[d2]; int64_t n3 = p->n[d3]; int64_t ofsx0 = p->ofsx[d0]; int64_t ofsy0 = p->ofsy[d0]; int64_t incx0 = p->incx[d0]; int64_t incy0 = p->incy[d0]; int64_t ofsx1 = p->ofsx[d1]; int64_t ofsy1 = p->ofsy[d1]; int64_t incx1 = p->incx[d1]; int64_t incy1 = p->incy[d1]; int64_t ofsx2 = p->ofsx[d2]; int64_t ofsy2 = p->ofsy[d2]; int64_t incx2 = p->incx[d2]; int64_t incy2 = p->incy[d2]; int64_t ofsx3 = p->ofsx[d3]; int64_t ofsy3 = p->ofsy[d3]; int64_t incx3 = p->incx[d3]; int64_t incy3 = p->incy[d3]; int64_t posx0 = p->posx + ofsx0; int64_t posy0 = p->posy + ofsy0; #pragma omp parallel for schedule(static) for (int64_t i0 = 0; i0 < n0; i0++) { int64_t posx1 = posx0 + ofsx1 + i0 * incx0; int64_t posy1 = posy0 + ofsy1 + i0 * incy0; for (int64_t i1 = 0; i1 < n1; i1++) { int64_t posx2 = posx1 + ofsx2; int64_t posy2 = posy1 + ofsy2; for (int64_t i2 = 0; i2 < n2; i2++) { int64_t posx3 = posx2 + ofsx3; int64_t posy3 = posy2 + ofsy3; for (int64_t i3 = 0; i3 < n3; i3++) { MAPFUN (*(x + posx3), *(y + posy3)); posx3 += incx3; posy3 += incy3; } posx2 += incx2; posy2 += incy2; } posx1 += incx1; posy1 += incy1; } } } // slice x based on the basic slice definition and save to y. void FUNCTION (c, slice) (struct slice_pair *p) { if (p->dep == p->dim - 1) FUNCTION (c, slice_1) (p); else if (p->dep == p->dim - 2) FUNCTION (c, slice_2) (p); else if (p->dep == p->dim - 3) FUNCTION (c, slice_3) (p); else if (p->dep == p->dim - 4) FUNCTION (c, slice_4) (p); else { const int64_t d = p->dep; const int64_t n = p->n[d]; const int64_t incx = p->incx[d]; const int64_t incy = p->incy[d]; const int64_t save_posx = p->posx; const int64_t save_posy = p->posy; p->posx += p->ofsx[d]; p->posy += p->ofsy[d]; for (int64_t i = 0; i < n; i++) { p->dep += 1; FUNCTION (c, slice) (p); p->dep -= 1; p->posx += incx; p->posy += incy; } p->posx = save_posx; p->posy = save_posy; } } // stub function CAMLprim value FUNCTION (stub, slice) (value vX, value vY, value vZ) { struct caml_ba_array *X = Caml_ba_array_val(vX); TYPE *X_data = (TYPE *) X->data; struct caml_ba_array *Y = Caml_ba_array_val(vY); TYPE *Y_data = (TYPE *) Y->data; struct caml_ba_array *Z = Caml_ba_array_val(vZ); int64_t *slice = (int64_t *) Z->data; struct slice_pair * sp = calloc(1, sizeof(struct slice_pair)); sp->dim = X->num_dims; sp->dep = 0; sp->n = Y->dim; sp->x = X_data; sp->y = Y_data; sp->posx = 0; sp->posy = 0; sp->ofsx = calloc(sp->dim, sizeof(int64_t)); sp->ofsy = calloc(sp->dim, sizeof(int64_t)); sp->incx = calloc(sp->dim, sizeof(int64_t)); sp->incy = calloc(sp->dim, sizeof(int64_t)); c_slicing_offset(X, slice, sp->ofsx); c_slicing_stride(X, slice, sp->incx); c_ndarray_stride(Y, sp->incy); FUNCTION (c, slice) (sp); free(sp->ofsx); free(sp->ofsy); free(sp->incx); free(sp->incy); free(sp); return Val_unit; } #endif /* OWL_ENABLE_TEMPLATE */
GB_binop__isne_uint16.c
//------------------------------------------------------------------------------ // GB_binop: hard-coded functions for each built-in binary operator //------------------------------------------------------------------------------ // SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2022, All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 //------------------------------------------------------------------------------ // If this file is in the Generated2/ folder, do not edit it // (it is auto-generated from Generator/*). #include "GB.h" #ifndef GBCOMPACT #include "GB_emult.h" #include "GB_control.h" #include "GB_ek_slice.h" #include "GB_dense.h" #include "GB_atomics.h" #include "GB_bitmap_assign_methods.h" #include "GB_binop__include.h" // C=binop(A,B) is defined by the following types and operators: // A+B function (eWiseAdd): GB (_AaddB__isne_uint16) // A.*B function (eWiseMult): GB (_AemultB_08__isne_uint16) // A.*B function (eWiseMult): GB (_AemultB_02__isne_uint16) // A.*B function (eWiseMult): GB (_AemultB_04__isne_uint16) // A.*B function (eWiseMult): GB (_AemultB_bitmap__isne_uint16) // A*D function (colscale): GB (_AxD__isne_uint16) // D*A function (rowscale): GB (_DxB__isne_uint16) // C+=B function (dense accum): GB (_Cdense_accumB__isne_uint16) // C+=b function (dense accum): GB (_Cdense_accumb__isne_uint16) // C+=A+B function (dense ewise3): GB ((none)) // C=A+B function (dense ewise3): GB (_Cdense_ewise3_noaccum__isne_uint16) // C=scalar+B GB (_bind1st__isne_uint16) // C=scalar+B' GB (_bind1st_tran__isne_uint16) // C=A+scalar GB (_bind2nd__isne_uint16) // C=A'+scalar GB (_bind2nd_tran__isne_uint16) // C type: uint16_t // A type: uint16_t // A pattern? 0 // B type: uint16_t // B pattern? 0 // BinaryOp: cij = (aij != bij) #define GB_ATYPE \ uint16_t #define GB_BTYPE \ uint16_t #define GB_CTYPE \ uint16_t // true if the types of A and B are identical #define GB_ATYPE_IS_BTYPE \ 1 // true if the types of C and A are identical #define GB_CTYPE_IS_ATYPE \ 1 // true if the types of C and B are identical #define GB_CTYPE_IS_BTYPE \ 1 // aij = Ax [pA] #define GB_GETA(aij,Ax,pA,A_iso) \ uint16_t aij = GBX (Ax, pA, A_iso) // true if values of A are not used #define GB_A_IS_PATTERN \ 0 \ // bij = Bx [pB] #define GB_GETB(bij,Bx,pB,B_iso) \ uint16_t bij = GBX (Bx, pB, B_iso) // true if values of B are not used #define GB_B_IS_PATTERN \ 0 \ // declare scalar of the same type as C #define GB_CTYPE_SCALAR(t) \ uint16_t t // cij = Ax [pA] #define GB_COPY_A_TO_C(cij,Ax,pA,A_iso) \ cij = GBX (Ax, pA, A_iso) // cij = Bx [pB] #define GB_COPY_B_TO_C(cij,Bx,pB,B_iso) \ cij = GBX (Bx, pB, B_iso) #define GB_CX(p) Cx [p] // binary operator #define GB_BINOP(z,x,y,i,j) \ z = (x != y) ; // true if the binop must be flipped #define GB_BINOP_FLIP \ 0 // op is second #define GB_OP_IS_SECOND \ 0 // do the numerical phases of GB_add and GB_emult #define GB_PHASE_2_OF_2 // hard-coded loops can be vectorized #define GB_PRAGMA_SIMD_VECTORIZE GB_PRAGMA_SIMD // disable this operator and use the generic case if these conditions hold #define GB_DISABLE \ (GxB_NO_ISNE || GxB_NO_UINT16 || GxB_NO_ISNE_UINT16) //------------------------------------------------------------------------------ // C += A+B, all 3 matrices dense //------------------------------------------------------------------------------ #if 0 // The op must be MIN, MAX, PLUS, MINUS, RMINUS, TIMES, DIV, or RDIV. void GB ((none)) ( GrB_Matrix C, const GrB_Matrix A, const GrB_Matrix B, const int nthreads ) { #include "GB_dense_ewise3_accum_template.c" } #endif //------------------------------------------------------------------------------ // C = A+B, all 3 matrices dense //------------------------------------------------------------------------------ void GB (_Cdense_ewise3_noaccum__isne_uint16) ( GrB_Matrix C, const GrB_Matrix A, const GrB_Matrix B, const int nthreads ) { #include "GB_dense_ewise3_noaccum_template.c" } //------------------------------------------------------------------------------ // C += B, accumulate a sparse matrix into a dense matrix //------------------------------------------------------------------------------ GrB_Info GB (_Cdense_accumB__isne_uint16) ( GrB_Matrix C, const GrB_Matrix B, const int64_t *B_ek_slicing, const int B_ntasks, const int B_nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else { #include "GB_dense_subassign_23_template.c" } return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // C += b, accumulate a scalar into a dense matrix //------------------------------------------------------------------------------ GrB_Info GB (_Cdense_accumb__isne_uint16) ( GrB_Matrix C, const GB_void *p_bwork, const int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else { // get the scalar b for C += b, of type uint16_t uint16_t bwork = (*((uint16_t *) p_bwork)) ; #include "GB_dense_subassign_22_template.c" return (GrB_SUCCESS) ; } return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // C = A*D, column scale with diagonal D matrix //------------------------------------------------------------------------------ GrB_Info GB (_AxD__isne_uint16) ( GrB_Matrix C, const GrB_Matrix A, const GrB_Matrix D, const int64_t *A_ek_slicing, const int A_ntasks, const int A_nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else uint16_t *restrict Cx = (uint16_t *) C->x ; #include "GB_AxB_colscale_template.c" return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // C = D*B, row scale with diagonal D matrix //------------------------------------------------------------------------------ GrB_Info GB (_DxB__isne_uint16) ( GrB_Matrix C, const GrB_Matrix D, const GrB_Matrix B, int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else uint16_t *restrict Cx = (uint16_t *) C->x ; #include "GB_AxB_rowscale_template.c" return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // eWiseAdd: C=A+B, C<M>=A+B, C<!M>=A+B //------------------------------------------------------------------------------ GrB_Info GB (_AaddB__isne_uint16) ( GrB_Matrix C, const int C_sparsity, const GrB_Matrix M, const bool Mask_struct, const bool Mask_comp, const GrB_Matrix A, const GrB_Matrix B, const bool is_eWiseUnion, const GB_void *alpha_scalar_in, const GB_void *beta_scalar_in, const bool Ch_is_Mh, const int64_t *restrict C_to_M, const int64_t *restrict C_to_A, const int64_t *restrict C_to_B, const GB_task_struct *restrict TaskList, const int C_ntasks, const int C_nthreads, GB_Context Context ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else GB_WERK_DECLARE (M_ek_slicing, int64_t) ; GB_WERK_DECLARE (A_ek_slicing, int64_t) ; GB_WERK_DECLARE (B_ek_slicing, int64_t) ; uint16_t alpha_scalar ; uint16_t beta_scalar ; if (is_eWiseUnion) { alpha_scalar = (*((uint16_t *) alpha_scalar_in)) ; beta_scalar = (*((uint16_t *) beta_scalar_in )) ; } #include "GB_add_template.c" GB_FREE_WORKSPACE ; return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // eWiseMult: C=A.*B, C<M>=A.*B, or C<M!>=A.*B where C is sparse/hyper //------------------------------------------------------------------------------ GrB_Info GB (_AemultB_08__isne_uint16) ( GrB_Matrix C, const int C_sparsity, const int ewise_method, const GrB_Matrix M, const bool Mask_struct, const bool Mask_comp, const GrB_Matrix A, const GrB_Matrix B, const int64_t *restrict C_to_M, const int64_t *restrict C_to_A, const int64_t *restrict C_to_B, const GB_task_struct *restrict TaskList, const int C_ntasks, const int C_nthreads, GB_Context Context ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else #include "GB_emult_08_meta.c" return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // eWiseMult: C<#> = A.*B when A is sparse/hyper and B is bitmap/full //------------------------------------------------------------------------------ GrB_Info GB (_AemultB_02__isne_uint16) ( GrB_Matrix C, const GrB_Matrix M, const bool Mask_struct, const bool Mask_comp, const GrB_Matrix A, const GrB_Matrix B, const bool flipxy, const int64_t *restrict Cp_kfirst, const int64_t *A_ek_slicing, const int A_ntasks, const int A_nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else #if GB_BINOP_FLIP // The operator is not commutative, and does not have a flipped // variant. For example z=atan2(y,x). if (flipxy) { // use fmult(y,x) #undef GB_FLIPPED #define GB_FLIPPED 1 #include "GB_emult_02_template.c" } else { // use fmult(x,y) #undef GB_FLIPPED #define GB_FLIPPED 0 #include "GB_emult_02_template.c" } #else // No need to handle the flip: the operator is either commutative, or // has been handled by changing z=div(y,x) to z=rdiv(x,y) for example. #undef GB_FLIPPED #define GB_FLIPPED 0 #include "GB_emult_02_template.c" #endif return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // eWiseMult: C<M> = A.*B, M sparse/hyper, A and B bitmap/full //------------------------------------------------------------------------------ GrB_Info GB (_AemultB_04__isne_uint16) ( GrB_Matrix C, const GrB_Matrix M, const bool Mask_struct, const GrB_Matrix A, const GrB_Matrix B, const int64_t *restrict Cp_kfirst, const int64_t *M_ek_slicing, const int M_ntasks, const int M_nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else #include "GB_emult_04_template.c" return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // eWiseMult: C=A.*B, C<M>=A.*B, C<!M>=A.*B where C is bitmap //------------------------------------------------------------------------------ GrB_Info GB (_AemultB_bitmap__isne_uint16) ( GrB_Matrix C, const int ewise_method, const GrB_Matrix M, const bool Mask_struct, const bool Mask_comp, const GrB_Matrix A, const GrB_Matrix B, const int64_t *M_ek_slicing, const int M_ntasks, const int M_nthreads, const int C_nthreads, GB_Context Context ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else #include "GB_bitmap_emult_template.c" return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // Cx = op (x,Bx): apply a binary operator to a matrix with scalar bind1st //------------------------------------------------------------------------------ GrB_Info GB (_bind1st__isne_uint16) ( GB_void *Cx_output, // Cx and Bx may be aliased const GB_void *x_input, const GB_void *Bx_input, const int8_t *restrict Bb, int64_t bnz, int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else uint16_t *Cx = (uint16_t *) Cx_output ; uint16_t x = (*((uint16_t *) x_input)) ; uint16_t *Bx = (uint16_t *) Bx_input ; int64_t p ; #pragma omp parallel for num_threads(nthreads) schedule(static) for (p = 0 ; p < bnz ; p++) { if (!GBB (Bb, p)) continue ; uint16_t bij = GBX (Bx, p, false) ; Cx [p] = (x != bij) ; } return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // Cx = op (Ax,y): apply a binary operator to a matrix with scalar bind2nd //------------------------------------------------------------------------------ GrB_Info GB (_bind2nd__isne_uint16) ( GB_void *Cx_output, // Cx and Ax may be aliased const GB_void *Ax_input, const GB_void *y_input, const int8_t *restrict Ab, int64_t anz, int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else int64_t p ; uint16_t *Cx = (uint16_t *) Cx_output ; uint16_t *Ax = (uint16_t *) Ax_input ; uint16_t y = (*((uint16_t *) y_input)) ; #pragma omp parallel for num_threads(nthreads) schedule(static) for (p = 0 ; p < anz ; p++) { if (!GBB (Ab, p)) continue ; uint16_t aij = GBX (Ax, p, false) ; Cx [p] = (aij != y) ; } return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // C = op (x, A'): transpose and apply a binary operator //------------------------------------------------------------------------------ // cij = op (x, aij), no typecasting (in spite of the macro name) #undef GB_CAST_OP #define GB_CAST_OP(pC,pA) \ { \ uint16_t aij = GBX (Ax, pA, false) ; \ Cx [pC] = (x != aij) ; \ } GrB_Info GB (_bind1st_tran__isne_uint16) ( GrB_Matrix C, const GB_void *x_input, const GrB_Matrix A, int64_t *restrict *Workspaces, const int64_t *restrict A_slice, int nworkspaces, int nthreads ) { // GB_unop_transpose.c uses GB_ATYPE, but A is // the 2nd input to binary operator z=f(x,y). #undef GB_ATYPE #define GB_ATYPE \ uint16_t #if GB_DISABLE return (GrB_NO_VALUE) ; #else uint16_t x = (*((const uint16_t *) x_input)) ; #include "GB_unop_transpose.c" return (GrB_SUCCESS) ; #endif #undef GB_ATYPE #define GB_ATYPE \ uint16_t } //------------------------------------------------------------------------------ // C = op (A', y): transpose and apply a binary operator //------------------------------------------------------------------------------ // cij = op (aij, y), no typecasting (in spite of the macro name) #undef GB_CAST_OP #define GB_CAST_OP(pC,pA) \ { \ uint16_t aij = GBX (Ax, pA, false) ; \ Cx [pC] = (aij != y) ; \ } GrB_Info GB (_bind2nd_tran__isne_uint16) ( GrB_Matrix C, const GrB_Matrix A, const GB_void *y_input, int64_t *restrict *Workspaces, const int64_t *restrict A_slice, int nworkspaces, int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else uint16_t y = (*((const uint16_t *) y_input)) ; #include "GB_unop_transpose.c" return (GrB_SUCCESS) ; #endif } #endif
r_direct_o1.c
/* Copyright 2014-2018 The PySCF Developers. All Rights Reserved. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. * * Author: Qiming Sun <osirpt.sun@gmail.com> */ #include <stdlib.h> #include <assert.h> #include <math.h> #include <complex.h> //#include <omp.h> #include "config.h" #include "cint.h" #include "optimizer.h" #include "nr_direct.h" #include "time_rev.h" #include "np_helper/np_helper.h" #include "gto/gto.h" #define MAX(X,Y) ((X) > (Y) ? (X) : (Y)) #define DECLARE_ALL \ const int *atm = envs->atm; \ const int *bas = envs->bas; \ const double *env = envs->env; \ const int natm = envs->natm; \ const int nbas = envs->nbas; \ const int *ao_loc = envs->ao_loc; \ const int *shls_slice = envs->shls_slice; \ const int *tao = envs->tao; \ const CINTOpt *cintopt = envs->cintopt; \ const int nao = ao_loc[nbas]; \ const int di = ao_loc[ish+1] - ao_loc[ish]; \ const int dj = ao_loc[jsh+1] - ao_loc[jsh]; \ const int dim = GTOmax_shell_dim(ao_loc, shls_slice+4, 2); \ double *cache = (double *)(buf + di * dj * dim * dim * ncomp); \ int (*fprescreen)(); \ int (*r_vkscreen)(); \ if (vhfopt) { \ fprescreen = vhfopt->fprescreen; \ r_vkscreen = vhfopt->r_vkscreen; \ } else { \ fprescreen = CVHFnoscreen; \ r_vkscreen = CVHFr_vknoscreen; \ } static void transpose01324(double complex * __restrict__ a, double complex * __restrict__ at, int di, int dj, int dk, int dl, int ncomp) { int i, j, k, l, m, ic; int dij = di * dj; int dijk = dij * dk; double complex *pa; m = 0; for (ic = 0; ic < ncomp; ic++) { for (l = 0; l < dl; l++) { for (j = 0; j < dj; j++) { pa = a + j*di; for (k = 0; k < dk; k++) { for (i = 0; i < di; i++) { at[m] = pa[i]; m++; } pa += dij; } } a += dijk; } } } /* * for given ksh, lsh, loop all ish, jsh */ void CVHFdot_rs1(int (*intor)(), void (**fjk)(), double complex **dms, double complex *vjk, double complex *buf, int n_dm, int ncomp, int ish, int jsh, CVHFOpt *vhfopt, IntorEnvs *envs) { DECLARE_ALL; const size_t nao2 = nao * nao; int idm, ksh, lsh, dk, dl, dijkl; int shls[4]; double complex *pv; double *dms_cond[n_dm+1]; double dm_atleast; void (*pf)(); // to make fjk compatible to C-contiguous dm array, put ksh, lsh inner loop shls[0] = ish; shls[1] = jsh; for (ksh = 0; ksh < nbas; ksh++) { for (lsh = 0; lsh < nbas; lsh++) { dk = ao_loc[ksh+1] - ao_loc[ksh]; dl = ao_loc[lsh+1] - ao_loc[lsh]; shls[2] = ksh; shls[3] = lsh; if ((*fprescreen)(shls, vhfopt, atm, bas, env)) { // append buf.transpose(0,2,1,3) to eris, to reduce the cost of r_direct_dot if ((*intor)(buf, NULL, shls, atm, natm, bas, nbas, env, cintopt, cache)) { dijkl = di * dj * dk * dl; if ((*r_vkscreen)(shls, vhfopt, dms_cond, n_dm, &dm_atleast, atm, bas, env)) { transpose01324(buf, buf+dijkl*ncomp, di, dj, dk, dl, ncomp); } pv = vjk; for (idm = 0; idm < n_dm; idm++) { pf = fjk[idm]; (*pf)(buf, dms[idm], pv, nao, ncomp, shls, ao_loc, tao, dms_cond[idm], nbas, dm_atleast); pv += nao2 * ncomp; } } } } } } /* * for given ish, jsh, loop all ksh > lsh */ static void dot_rs2sub(int (*intor)(), void (**fjk)(), double complex **dms, double complex *vjk, double complex *buf, int n_dm, int ncomp, int ish, int jsh, int ksh_count, CVHFOpt *vhfopt, IntorEnvs *envs) { DECLARE_ALL; const size_t nao2 = nao * nao; int idm, ksh, lsh, dk, dl, dijkl; int shls[4]; double complex *pv; double *dms_cond[n_dm+1]; double dm_atleast; void (*pf)(); shls[0] = ish; shls[1] = jsh; for (ksh = 0; ksh < ksh_count; ksh++) { for (lsh = 0; lsh <= ksh; lsh++) { dk = ao_loc[ksh+1] - ao_loc[ksh]; dl = ao_loc[lsh+1] - ao_loc[lsh]; shls[2] = ksh; shls[3] = lsh; if ((*fprescreen)(shls, vhfopt, atm, bas, env)) { if ((*intor)(buf, NULL, shls, atm, natm, bas, nbas, env, cintopt, cache)) { dijkl = di * dj * dk * dl; if ((*r_vkscreen)(shls, vhfopt, dms_cond, n_dm, &dm_atleast, atm, bas, env)) { transpose01324(buf, buf+dijkl*ncomp, di, dj, dk, dl, ncomp); } pv = vjk; for (idm = 0; idm < n_dm; idm++) { pf = fjk[idm]; (*pf)(buf, dms[idm], pv, nao, ncomp, shls, ao_loc, tao, dms_cond[idm], nbas, dm_atleast); pv += nao2 * ncomp; } } } } } } void CVHFdot_rs2ij(int (*intor)(), void (**fjk)(), double complex **dms, double complex *vjk, double complex *buf, int n_dm, int ncomp, int ish, int jsh, CVHFOpt *vhfopt, IntorEnvs *envs) { if (ish >= jsh) { CVHFdot_rs1(intor, fjk, dms, vjk, buf, n_dm, ncomp, ish, jsh, vhfopt, envs); } } void CVHFdot_rs2kl(int (*intor)(), void (**fjk)(), double complex **dms, double complex *vjk, double complex *buf, int n_dm, int ncomp, int ish, int jsh, CVHFOpt *vhfopt, IntorEnvs *envs) { dot_rs2sub(intor, fjk, dms, vjk, buf, n_dm, ncomp, ish, jsh, envs->nbas, vhfopt, envs); } void CVHFdot_rs4(int (*intor)(), void (**fjk)(), double complex **dms, double complex *vjk, double complex *buf, int n_dm, int ncomp, int ish, int jsh, CVHFOpt *vhfopt, IntorEnvs *envs) { if (ish >= jsh) { dot_rs2sub(intor, fjk, dms, vjk, buf, n_dm, ncomp, ish, jsh, envs->nbas, vhfopt, envs); } } void CVHFdot_rs8(int (*intor)(), void (**fjk)(), double complex **dms, double complex *vjk, double complex *buf, int n_dm, int ncomp, int ish, int jsh, CVHFOpt *vhfopt, IntorEnvs *envs) { if (ish < jsh) { return; } DECLARE_ALL; const size_t nao2 = nao * nao; int idm, ksh, lsh, dk, dl, dijkl; int shls[4]; double complex *pv; double *dms_cond[n_dm+1]; double dm_atleast; void (*pf)(); // to make fjk compatible to C-contiguous dm array, put ksh, lsh inner loop shls[0] = ish; shls[1] = jsh; for (ksh = 0; ksh <= ish; ksh++) { for (lsh = 0; lsh <= ksh; lsh++) { /* when ksh==ish, (lsh<jsh) misses some integrals (eg k<i&&l>j). * These integrals are calculated in the next (ish,jsh) pair. To show * that, we just need to prove that every elements in shell^4 appeared * only once in fjk_s8. */ if ((ksh == ish) && (lsh > jsh)) { break; } dk = ao_loc[ksh+1] - ao_loc[ksh]; dl = ao_loc[lsh+1] - ao_loc[lsh]; shls[2] = ksh; shls[3] = lsh; if ((*fprescreen)(shls, vhfopt, atm, bas, env)) { if ((*intor)(buf, NULL, shls, atm, natm, bas, nbas, env, cintopt, cache)) { dijkl = di * dj * dk * dl; if ((*r_vkscreen)(shls, vhfopt, dms_cond, n_dm, &dm_atleast, atm, bas, env)) { transpose01324(buf, buf+dijkl*ncomp, di, dj, dk, dl, ncomp); } pv = vjk; for (idm = 0; idm < n_dm; idm++) { pf = fjk[idm]; (*pf)(buf, dms[idm], pv, nao, ncomp, shls, ao_loc, tao, dms_cond[idm], nbas, dm_atleast); pv += nao2 * ncomp; } } } } } } /* * drv loop over ij, generate eris of kl for given ij, call fjk to * calculate vj, vk. * * n_dm is the number of dms for one [array(ij|kl)], * ncomp is the number of components that produced by intor */ void CVHFr_direct_drv(int (*intor)(), void (*fdot)(), void (**fjk)(), double complex **dms, double complex *vjk, int n_dm, int ncomp, int *shls_slice, int *ao_loc, CINTOpt *cintopt, CVHFOpt *vhfopt, int *atm, int natm, int *bas, int nbas, double *env) { const size_t nao = ao_loc[nbas]; int *tao = malloc(sizeof(int)*nao); CVHFtimerev_map(tao, bas, nbas); IntorEnvs envs = {natm, nbas, atm, bas, env, shls_slice, ao_loc, tao, cintopt, ncomp}; const size_t nbas2 = ((size_t)nbas) * nbas; const size_t jk_size = nao * nao * n_dm * ncomp; NPzset0(vjk, jk_size); const size_t di = GTOmax_shell_dim(ao_loc, shls_slice, 4); const size_t cache_size = GTOmax_cache_size(intor, shls_slice, 4, atm, natm, bas, nbas, env); #pragma omp parallel { size_t i, j, ij; double complex *v_priv = malloc(sizeof(double complex) * jk_size); NPzset0(v_priv, jk_size); size_t bufsize = di*di*di*di*ncomp; bufsize = bufsize + MAX(bufsize, (cache_size+1)/2); // /2 for double complex double complex *buf = malloc(sizeof(double complex) * bufsize); #pragma omp for nowait schedule(dynamic) for (ij = 0; ij < nbas2; ij++) { i = ij / nbas; j = ij - i * nbas; (*fdot)(intor, fjk, dms, v_priv, buf, n_dm, ncomp, i, j, vhfopt, &envs); } #pragma omp critical { for (i = 0; i < jk_size; i++) { vjk[i] += v_priv[i]; } } free(v_priv); free(buf); } free(tao); }
UAS.c
#include <stdio.h> #include <string.h> #include <stdlib.h> #include <errno.h> #include <omp.h> //Inisialisasi linked list, dibuat oleh rionaldi struct data { char nama[20]; int umur; char alamat[30]; int urutan; struct data * next; }; //prototype dari function encoding dan decoding void encoding(int k,struct data* head); int decoding(); void mainmenu(); int Node(struct data** head, int umur, char name[20], char alamat1[30], int m); //Function mengubah angka ke dalam ASCII, dibuat oleh steven nathaniel int intToAscii(int number) { return '0' + number; } int main() { system("COLOR F0"); int select, k, i, umur, m; char alamat1[30]; char name[30]; struct data * temp2; struct data* head = NULL; mainmenu(); while (1) { scanf("%d", & select); switch (select) { case 1: system("CLS"); printf("======================================\n"); printf("Enter Number of People: "); scanf("%d", & k); system("CLS"); for (i = 0; i < k; i++) {//input data dibuat oleh steven nathaniel printf("==========Data For Person %d===========\n", i + 1); printf("Name %d: ", i + 1); scanf(" %[^\n]s", name); printf("Age %d: ", i + 1); scanf("%d", & umur); printf("Address %d: ", i + 1); scanf(" %[^\n]s", alamat1); Node(&head, umur, name, alamat1, m); //Fungsi node m++; //input berapa kali, dibuat oleh rionaldi } system("CLS"); printf("==============Encyption===============\n"); encoding(k, head); system("PAUSE"); mainmenu(); break; //menu dibuat oleh benedicto matthew case 2: system("CLS"); decoding(); printf("\n"); system("PAUSE"); mainmenu(); break; case 3: exit(0); break; //error handling dibuat oleh matthew e default: printf("Invalid Input!\n"); printf("Enter Correct Input: "); } } return 0; } //Fungsi enconding dibuat oleh rionaldi dwipurna dan steven nathaniel void encoding(int k,struct data* head) { struct data * temp3 = head; int i, j, key, n1, n2, space, newline; char fname[30]; int kar; printf("Enter File Name (add .txt) : "); scanf(" %[^\n]s", fname); FILE * fdata; fdata = fopen(fname, "w"); if (fdata == NULL) { perror("Error "); } //Kunci untuk enkripsi, dibuat oleh rionaldi printf("Enter Key: "); scanf("%d", & key); printf("Encryption Result: \n"); omp_set_num_threads(4); //Set jumlah thread, dibuat oleh rionaldi #pragma omp parallel { int numt, tid, awal, akhir; int l; numt = omp_get_num_threads(); tid = omp_get_thread_num(); awal = (k / numt) * tid;//awal loop akhir = (k / numt) * (tid + 1);//akhir loop if (tid == numt - 1) { akhir = k; } #pragma omp barrier //agar inisialisasi akhir dan awal bisa jalan //pencegahan race condition, sibuat oleh rionaldi #pragma omp critical { printf("\nThread %d (%d - %d): ", tid, awal, akhir); //line 125 - 152 dibuat oleh rionaldi //Loop sampai urutan node sesuai dengan urutan data while ((temp3 -> urutan) < awal) { temp3 = temp3 -> next; } //print hasil enkripsi ke text file for (i = awal; i < akhir; i++) { //memasukkan nama ke local array char nama[30]; strcpy(nama, temp3 -> nama); //memasukkan umur ke local array int umur; umur = temp3 -> umur; //memasukkan alamat ke local array char alamat[30]; strcpy(alamat, temp3 -> alamat); //Memasukkan data nama kedalam text file for (j = 0; nama[j] != '\0'; j++) { kar = nama[j] + key; //Menggunakan enkripsi dengan shift ASCII number printf("%d ", kar); //Print hasil enkripsi fprintf(fdata, "%d ", kar); //Data disimpan } // line 153 -191 dibuat oleh steven nathaniel //Memasukkan data umur kedalam text file if (umur >= 10) { //Mengambil digit pertama dan kedua dari umur n1 = umur / 10; n2 = umur % 10; kar = n1 + key; space = 32 + key; //Menggunakan enkripsi dengan shift ASCII number printf("%d %d ", space, intToAscii(kar)); fprintf(fdata, "%d %d ", space, intToAscii(kar)); kar = n2 + key; printf("%d %d ", intToAscii(kar), space); //Print hasil enkripsi fprintf(fdata, "%d %d ", intToAscii(kar), space); //Data disimpan } else if (umur < 10) { kar = umur + key; space = 32 + key; printf("%d %d %d ", space, intToAscii(kar), space); fprintf(fdata, "%d %d %d ", space, intToAscii(kar), space); } //Menggunakan enkripsi dengan shift ASCII number for (j = 0; alamat[j] != '\0'; j++) { kar = alamat[j] + key; //Print hasil enkripsi printf("%d ", kar); //Data disimpan fprintf(fdata, "%d ", kar); } //Print ASCII untuk new line newline = 10 + key; printf("%d", newline); fprintf(fdata, "%d", newline); //Lanjut ke node berikutnya, dibuat oleh rionaldi temp3 = temp3 -> next; printf("\n"); fprintf(fdata, "\n"); } } } fclose(fdata); printf("\nFile Has Been Encrypted and Saved as %s\n", fname); } //Fungsi untuk decoding, dibuat oleh benedicto matthwew dan matthew eucharist int decoding() { char fname1[30], fname2[30]; char decode[1000] = {0}; int i = 0, key; FILE * fdata1; FILE * fdata2; //Meminta input kepada user, dibuat oleh matthew eucharist printf("==============Decryption==============\n"); printf("Exixting Filename (add .txt): "); scanf(" %[^\n]s", fname1); printf("Destination Filename (add .txt): "); scanf(" %[^\n]s", fname2); //Membuka file yang akan di decode fdata1 = fopen(fname1, "r"); if (fdata1 == NULL) { perror("Error "); return 0; } //membuka file untuk menaruh hasil decoding ke dalam file fdata2 = fopen(fname2, "w"); if (fdata2 == NULL) { perror("Error "); return 0; } printf("Enter Key: "); scanf("%d", & key); //decrypt algorithm dibuat oleh benedicto matthew printf("\nDecrypting...\n\n"); i = 0; #pragma omp parallel { #pragma omp single { #pragma omp critical { while (fscanf(fdata1, "%d", & decode[i]) != EOF) { decode[i] = decode[i] - key; printf("%c", decode[i]); fprintf(fdata2, "%c", decode[i]); i++; } } } } fclose(fdata1); fclose(fdata2); printf("\nFile Has Been Decrypted and Saved as %s\n", fname2); } //Function main menu dibuat oleh benedicto matthew void mainmenu() { system("CLS"); printf("======================================\n"); printf(" Data Encryptor and Decryptor\n"); printf("======================================\n"); printf("\t Menu Selection\n"); printf("\t 1. Data Input\n"); printf("\t 2. Decryptor\n"); printf("\t 3. Exit\n"); printf("======================================\n"); printf("Selection: "); } //Function untuk linked list, , dibuat oleh rionaldi int Node(struct data** head, int umur, char name[20], char alamat1[30], int m) { struct data * temp = NULL; temp = malloc(sizeof(struct data)); int i; //memasukkan data ke linked list temp -> urutan = m; strcpy(temp -> alamat, alamat1); temp -> umur = umur; strcpy(temp -> nama, name); temp -> next = NULL; if (m == 1) { temp -> next = *head; *head = temp; return 0; } struct data * temp1; temp1 = *head; for (i = 0; i < m - 2; i++) { temp1 = temp1 -> next; } temp -> next = temp1 -> next; temp1 -> next = temp; }
fully_connected_x86.h
/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information * regarding copyright ownership. The ASF licenses this file * to you under the Apache License, Version 2.0 (the * License); you may not use this file except in compliance * with the License. You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, * software distributed under the License is distributed on an * AS IS BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY * KIND, either express or implied. See the License for the * specific language governing permissions and limitations * under the License. */ /* * Parts of the following code in this file refs to * https://github.com/Tencent/ncnn/blob/master/src/layer/innerproduct.h * BUG1989 is pleased to support the open source community by supporting ncnn available. * * Copyright (C) 2019 BUG1989. All rights reserved. * * Licensed under the BSD 3-Clause License (the "License"); you may not use this * file except in compliance with the License. You may obtain a copy of the License at * * https://opensource.org/licenses/BSD-3-Clause */ /* * Copyright (c) 2020, OPEN AI LAB * Author: qtang@openailab.com */ #ifndef __FULLY_CONNECTED_X86_H__ #define __FULLY_CONNECTED_X86_H__ #include <stdlib.h> #if __SSE2__ #include <emmintrin.h> #endif #if __AVX__ #include <immintrin.h> #endif int innerproduct(int inn, int inc, int inh, int inw, int outc, float* weight, float* input, float* output, float* _bias) { size_t elemsize = sizeof(float); int size = inw * inh; // outc #pragma omp parallel for num_threads(opt.num_threads) for(int n = 0; n < inn; n++) { for(int p = 0; p < outc; p++) { int q = 0; float sum = _bias ? _bias[p] : 0.f; const float* weight1 = weight + p * inc * size; const float* input1 = input + n * inc * size; #if __AVX__ || __SSE__ #if __SSE__ float _sum[4] = {0.f}; __m128 _sum0 = _mm_set1_ps(0.f); for(; q + 3 < inc * size; q = q + 4) { __m128 _input = _mm_loadu_ps(input1 + q); __m128 _weight = _mm_loadu_ps(weight1 + q); __m128 _sum1 = _mm_mul_ps(_input, _weight); _sum0 = _mm_add_ps(_sum0, _sum1); } _mm_storeu_ps(_sum, _sum0); float tmp = _sum[0] + _sum[1] + _sum[2] + _sum[3]; sum = sum + tmp; #else //__AVX__ // TODO #endif #endif for(; q < inc * size; q++) { float tmp = input1[q] * weight1[q]; sum = sum + tmp; } output[n * outc + p] = sum; } } return 0; } #endif
GB_unop__expm1_fc32_fc32.c
//------------------------------------------------------------------------------ // GB_unop: hard-coded functions for each built-in unary operator //------------------------------------------------------------------------------ // SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2021, All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 //------------------------------------------------------------------------------ // If this file is in the Generated/ folder, do not edit it (auto-generated). #include "GB.h" #ifndef GBCOMPACT #include "GB_control.h" #include "GB_atomics.h" #include "GB_unop__include.h" // C=unop(A) is defined by the following types and operators: // op(A) function: GB (_unop_apply__expm1_fc32_fc32) // op(A') function: GB (_unop_tran__expm1_fc32_fc32) // C type: GxB_FC32_t // A type: GxB_FC32_t // cast: GxB_FC32_t cij = aij // unaryop: cij = GB_cexpm1f (aij) #define GB_ATYPE \ GxB_FC32_t #define GB_CTYPE \ GxB_FC32_t // aij = Ax [pA] #define GB_GETA(aij,Ax,pA) \ GxB_FC32_t aij = Ax [pA] #define GB_CX(p) Cx [p] // unary operator #define GB_OP(z, x) \ z = GB_cexpm1f (x) ; // casting #define GB_CAST(z, aij) \ GxB_FC32_t z = aij ; // cij = op (aij) #define GB_CAST_OP(pC,pA) \ { \ /* aij = Ax [pA] */ \ GxB_FC32_t aij = Ax [pA] ; \ /* Cx [pC] = op (cast (aij)) */ \ GxB_FC32_t z = aij ; \ Cx [pC] = GB_cexpm1f (z) ; \ } // true if operator is the identity op with no typecasting #define GB_OP_IS_IDENTITY_WITH_NO_TYPECAST \ 0 // disable this operator and use the generic case if these conditions hold #define GB_DISABLE \ (GxB_NO_EXPM1 || GxB_NO_FC32) //------------------------------------------------------------------------------ // Cx = op (cast (Ax)): apply a unary operator //------------------------------------------------------------------------------ GrB_Info GB (_unop_apply__expm1_fc32_fc32) ( GxB_FC32_t *Cx, // Cx and Ax may be aliased const GxB_FC32_t *Ax, const int8_t *restrict Ab, // A->b if A is bitmap int64_t anz, int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else int64_t p ; // TODO: if OP is ONE and uniform-valued matrices are exploited, then // do this in O(1) time if (Ab == NULL) { #if ( GB_OP_IS_IDENTITY_WITH_NO_TYPECAST ) GB_memcpy (Cx, Ax, anz * sizeof (GxB_FC32_t), nthreads) ; #else #pragma omp parallel for num_threads(nthreads) schedule(static) for (p = 0 ; p < anz ; p++) { GxB_FC32_t aij = Ax [p] ; GxB_FC32_t z = aij ; Cx [p] = GB_cexpm1f (z) ; } #endif } else { // bitmap case, no transpose; A->b already memcpy'd into C->b #pragma omp parallel for num_threads(nthreads) schedule(static) for (p = 0 ; p < anz ; p++) { if (!Ab [p]) continue ; GxB_FC32_t aij = Ax [p] ; GxB_FC32_t z = aij ; Cx [p] = GB_cexpm1f (z) ; } } return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // C = op (cast (A')): transpose, typecast, and apply a unary operator //------------------------------------------------------------------------------ GrB_Info GB (_unop_tran__expm1_fc32_fc32) ( GrB_Matrix C, const GrB_Matrix A, int64_t *restrict *Workspaces, const int64_t *restrict A_slice, int nworkspaces, int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else #include "GB_unop_transpose.c" return (GrB_SUCCESS) ; #endif } #endif
r_numint.c
/* Copyright 2014-2018 The PySCF Developers. All Rights Reserved. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. * * Author: Qiming Sun <osirpt.sun@gmail.com> */ #include <stdlib.h> #include <stdio.h> #include <string.h> #include <complex.h> #include "cint.h" #include "gto/grid_ao_drv.h" #include "np_helper/np_helper.h" #include "vhf/fblas.h" #include <assert.h> #define BOXSIZE 56 int VXCao_empty_blocks(char *empty, unsigned char *non0table, int *shls_slice, int *ao_loc); static void dot_ao_dm(double complex *vm, double complex *ao, double complex *dm, int nao, int nocc, int ngrids, int bgrids, unsigned char *non0table, int *shls_slice, int *ao_loc) { int nbox = (nao+BOXSIZE-1) / BOXSIZE; char empty[nbox]; int has0 = VXCao_empty_blocks(empty, non0table, shls_slice, ao_loc); const char TRANS_T = 'T'; const char TRANS_N = 'N'; const double complex Z1 = 1; double complex beta = 0; if (has0) { int box_id, blen, i, j; size_t b0; for (box_id = 0; box_id < nbox; box_id++) { if (!empty[box_id]) { b0 = box_id * BOXSIZE; blen = MIN(nao-b0, BOXSIZE); zgemm_(&TRANS_N, &TRANS_T, &bgrids, &nocc, &blen, &Z1, ao+b0*ngrids, &ngrids, dm+b0*nocc, &nocc, &beta, vm, &ngrids); beta = 1.0; } } if (beta == 0) { // all empty for (i = 0; i < nocc; i++) { for (j = 0; j < bgrids; j++) { vm[i*ngrids+j] = 0; } } } } else { zgemm_(&TRANS_N, &TRANS_T, &bgrids, &nocc, &nao, &Z1, ao, &ngrids, dm, &nocc, &beta, vm, &ngrids); } } /* vm[nocc,ngrids] = ao[i,ngrids] * dm[i,nocc] */ void VXCzdot_ao_dm(double complex *vm, double complex *ao, double complex *dm, int nao, int nocc, int ngrids, int nbas, unsigned char *non0table, int *shls_slice, int *ao_loc) { const int nblk = (ngrids+BLKSIZE-1) / BLKSIZE; #pragma omp parallel default(none) \ shared(vm, ao, dm, nao, nocc, ngrids, nbas, \ non0table, shls_slice, ao_loc) { int ip, ib; #pragma omp for nowait schedule(static) for (ib = 0; ib < nblk; ib++) { ip = ib * BLKSIZE; dot_ao_dm(vm+ip, ao+ip, dm, nao, nocc, ngrids, MIN(ngrids-ip, BLKSIZE), non0table+ib*nbas, shls_slice, ao_loc); } } } /* conj(vv[n,m]) = ao1[n,ngrids] * conj(ao2[m,ngrids]) */ static void dot_ao_ao(double complex *vv, double complex *ao1, double complex *ao2, int nao, int ngrids, int bgrids, int hermi, unsigned char *non0table, int *shls_slice, int *ao_loc) { int nbox = (nao+BOXSIZE-1) / BOXSIZE; char empty[nbox]; int has0 = VXCao_empty_blocks(empty, non0table, shls_slice, ao_loc); const char TRANS_C = 'C'; const char TRANS_N = 'N'; const double complex Z1 = 1; if (has0) { int ib, jb, leni, lenj; int j1 = nbox; size_t b0i, b0j; for (ib = 0; ib < nbox; ib++) { if (!empty[ib]) { b0i = ib * BOXSIZE; leni = MIN(nao-b0i, BOXSIZE); if (hermi) { j1 = ib + 1; } for (jb = 0; jb < j1; jb++) { if (!empty[jb]) { b0j = jb * BOXSIZE; lenj = MIN(nao-b0j, BOXSIZE); zgemm_(&TRANS_C, &TRANS_N, &lenj, &leni, &bgrids, &Z1, ao2+b0j*ngrids, &ngrids, ao1+b0i*ngrids, &ngrids, &Z1, vv+b0i*nao+b0j, &nao); } } } } } else { zgemm_(&TRANS_C, &TRANS_N, &nao, &nao, &bgrids, &Z1, ao2, &ngrids, ao1, &ngrids, &Z1, vv, &nao); } } /* vv[nao,nao] = conj(ao1[i,nao]) * ao2[i,nao] */ void VXCzdot_ao_ao(double complex *vv, double complex *ao1, double complex *ao2, int nao, int ngrids, int nbas, int hermi, unsigned char *non0table, int *shls_slice, int *ao_loc) { const int nblk = (ngrids+BLKSIZE-1) / BLKSIZE; memset(vv, 0, sizeof(double complex) * nao * nao); #pragma omp parallel default(none) \ shared(vv, ao1, ao2, nao, ngrids, nbas, hermi, \ non0table, shls_slice, ao_loc) { int ip, ib; double complex *v_priv = calloc(nao*nao+2, sizeof(double complex)); #pragma omp for nowait schedule(static) for (ib = 0; ib < nblk; ib++) { ip = ib * BLKSIZE; dot_ao_ao(v_priv, ao1+ip, ao2+ip, nao, ngrids, MIN(ngrids-ip, BLKSIZE), hermi, non0table+ib*nbas, shls_slice, ao_loc); } #pragma omp critical { for (ip = 0; ip < nao*nao; ip++) { vv[ip] += conj(v_priv[ip]); } } free(v_priv); } if (hermi != 0) { NPzhermi_triu(nao, vv, hermi); } }
sections_serialized.c
// RUN: %libomp-compile-and-run | %sort-threads | FileCheck %s // REQUIRES: ompt #include "callback.h" #include <omp.h> int main() { #pragma omp parallel sections num_threads(1) { #pragma omp section { // implicit task info print_ids(0); // initial task info print_ids(1); } } // Check if libomp supports the callbacks for this test. // CHECK-NOT: {{^}}0: Could not register callback 'ompt_callback_task_create' // CHECK-NOT: {{^}}0: Could not register callback 'ompt_callback_implicit_task' // CHECK: {{^}}0: NULL_POINTER=[[NULL:.*$]] // CHECK: {{^}}[[MASTER_ID:[0-9]+]]: ompt_event_initial_task_begin: parallel_id=[[INITIAL_PARALLEL_ID:[0-9]+]], task_id=[[INITIAL_TASK_ID:[0-9]+]], actual_parallelism=1, index=1, flags=1 // region 0 // CHECK: {{^}}[[MASTER_ID:[0-9]+]]: ompt_event_parallel_begin // CHECK-SAME: parent_task_frame.exit=[[NULL]], parent_task_frame.reenter=[[INITIAL_TASK_FRAME_ENTER:0x[0-f]+]], // CHECK-SAME: parallel_id=[[PARALLEL_ID:[0-9]+]] // CHECK: {{^}}[[MASTER_ID]]: ompt_event_implicit_task_begin: parallel_id=[[PARALLEL_ID]], task_id=[[TASK_ID:[0-9]+]] // information about implicit task (exit frame should be set, while enter should be NULL) // CHECK: {{^}}[[MASTER_ID]]: task level 0: parallel_id=[[PARALLEL_ID]], task_id=[[TASK_ID]] // CHECK-SAME: exit_frame={{0x[0-f]+}} // CHECK-SAME: reenter_frame=[[NULL]] // CHECK-SAME: task_type=ompt_task_implicit // information about initial task (exit frame should be NULL, while enter frame shoule be set) // CHECK: {{^}}[[MASTER_ID]]: task level 1: parallel_id=[[INITIAL_PARALLEL_ID]], task_id=[[INITIAL_TASK_ID]] // CHECK-SAME: exit_frame=[[NULL]] // CHECK-SAME: reenter_frame=[[INITIAL_TASK_FRAME_ENTER]] // CHECK-SAME: task_type=ompt_task_initial return 0; }
mm.c
/****************************************************************************** * FILE: mm.c * DESCRIPTION: * This program calculates the product of matrix a[nra][nca] and b[nca][ncb], * the result is stored in matrix c[nra][ncb]. * ******************************************************************************/ #include <stdio.h> #include <stdlib.h> #include <omp.h> #define NRA 512 /* number of rows in matrix A */ #define NCA 512 /* number of columns in matrix A */ #define NCB 256 /* number of columns in matrix B */ int main (int argc, char *argv[]) { int tid, nthreads, i, j, k, chunk; double a[NRA][NCA], /* matrix A to be multiplied */ b[NCA][NCB], /* matrix B to be multiplied */ c[NRA][NCB]; /* result matrix C */ double fTimeStart, fTimeEnd; /* set loop iteration chunk size, experiment with several different values of chunk */ chunk = 16; /*** Initialize matrices ***/ for (i=0; i<NRA; i++) for (j=0; j<NCA; j++) a[i][j]= i+j; for (i=0; i<NCA; i++) for (j=0; j<NCB; j++) b[i][j]= i-j; for (i=0; i<NRA; i++) for (j=0; j<NCB; j++) c[i][j]= 0; /* Use OpenMP to parallelize the computation of the following matrix-matrix multiplication. */ fTimeStart = omp_get_wtime(); #pragma omp parallel for private(j,k) schedule(static, chunk) for (i=0; i<NRA; i++) { for(j=0; j<NCB; j++) for (k=0; k<NCA; k++) c[i][j] += a[i][k] * b[k][j]; } fTimeEnd = omp_get_wtime(); /* print some values of c for check. number format %lf is long float (double) */ printf("c[0][0]=%lf, c[0][10]=%lf\n, c[10][100]=%lf, c[100][100]=%lf\n",c[0][0],c[0][10],c[10][100],c[100][100]); printf("%lf", fTimeEnd-fTimeStart); }
selectionSwap.c
int main() { int x; // Case 1: If without any else. if (x) { #pragma omp parallel { int i; i = 10; } x = 5; } if (x) { #pragma omp parallel { int i; i = 10; } x = 5; } else { x = 3; } if (x) { #pragma omp parallel { int i; i = 10; } x = 5; } else { #pragma omp parallel { x = 3; } x = 11; } if (x) { x = 13; } else { #pragma omp parallel { int i; i = 10; } x = 15; } if (x) { #pragma omp parallel { x = 3; } x = 13; } else { #pragma omp parallel { int i; i = 10; } x = 15; } }
DRB027-taskdependmissing-orig-yes.c
/* Copyright (c) 2017, Lawrence Livermore National Security, LLC. Produced at the Lawrence Livermore National Laboratory Written by Chunhua Liao, Pei-Hung Lin, Joshua Asplund, Markus Schordan, and Ian Karlin (email: liao6@llnl.gov, lin32@llnl.gov, asplund1@llnl.gov, schordan1@llnl.gov, karlin1@llnl.gov) LLNL-CODE-732144 All rights reserved. This file is part of DataRaceBench. For details, see https://github.com/LLNL/dataracebench. Please also see the LICENSE file for our additional BSD notice. Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: * Redistributions of source code must retain the above copyright notice, this list of conditions and the disclaimer below. * Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the disclaimer (as noted below) in the documentation and/or other materials provided with the distribution. * Neither the name of the LLNS/LLNL nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL LAWRENCE LIVERMORE NATIONAL SECURITY, LLC, THE U.S. DEPARTMENT OF ENERGY OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. */ /* Two tasks without depend clause to protect data writes. i is shared for two tasks based on implicit data-sharing attribute rules. Data race pair: i@61:5 vs. i@63:5 */ #include "omprace.h" #include <omp.h> #include <assert.h> #include <stdio.h> int main() { omprace_init(); int i=0; #pragma omp parallel #pragma omp single { #pragma omp task i = 1; #pragma omp task i = 2; } printf ("i=%d\n",i); omprace_fini(); return 0; }
GraphMatRuntime.h
/****************************************************************************** ** Copyright (c) 2015, Intel Corporation ** ** All rights reserved. ** ** ** ** Redistribution and use in source and binary forms, with or without ** ** modification, are permitted provided that the following conditions ** ** are met: ** ** 1. Redistributions of source code must retain the above copyright ** ** notice, this list of conditions and the following disclaimer. ** ** 2. Redistributions in binary form must reproduce the above copyright ** ** notice, this list of conditions and the following disclaimer in the ** ** documentation and/or other materials provided with the distribution. ** ** 3. Neither the name of the copyright holder nor the names of its ** ** contributors may be used to endorse or promote products derived ** ** from this software without specific prior written permission. ** ** ** ** THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS ** ** "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT ** ** LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR ** ** A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT ** ** HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, ** ** SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED ** ** TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR ** ** PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF ** ** LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING ** ** NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS ** ** SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * ******************************************************************************/ /* Narayanan Sundaram (Intel Corp.) * ******************************************************************************/ #include "GMDP/gmdp.h" //#include <stdio.h> #include <stdlib.h> #include <math.h> #include <omp.h> #include <vector> #include <utility> #include <sys/time.h> #ifdef __ASSERT #include <assert.h> #endif #include "Graph.h" #include "GraphProgram.h" #include "SPMV.h" namespace GraphMat { const int UNTIL_CONVERGENCE = -1; template<class T, class U, class V> struct run_graph_program_temp_structure { GraphMat::SpVec<GraphMat::DenseSegment<T> >* px; GraphMat::SpVec<GraphMat::DenseSegment<U> >* py; }; template<class T, class U, class V, class E> struct run_graph_program_temp_structure<T,U,V> graph_program_init(const GraphProgram<T,U,V,E>& gp, const Graph<V, E>& g) { struct run_graph_program_temp_structure<T,U,V> rgpts; rgpts.px = new GraphMat::SpVec<GraphMat::DenseSegment<T> >(g.nvertices, GraphMat::get_global_nrank(), GraphMat::vector_partition_fn); T _t; rgpts.px->setAll(_t); rgpts.py = new GraphMat::SpVec<GraphMat::DenseSegment<U> >(g.nvertices, GraphMat::get_global_nrank(), GraphMat::vector_partition_fn); U _u; rgpts.py->setAll(_u); return rgpts; } template<class T, class U, class V> void graph_program_clear(struct run_graph_program_temp_structure<T,U,V>& rgpts) { delete rgpts.px; delete rgpts.py; } template <class T,class U, class V, class E> void send_message(bool a, V _v, T* b, void* gpv) { GraphProgram<T,U,V,E>* gp = (GraphProgram<T,U,V,E>*) gpv; if(a == true) { gp->send_message(_v, *b); } } template <class T, class U, class V, class E> void apply_func(U y, V* b, void* gpv) { GraphProgram<T,U,V,E>* gp = (GraphProgram<T,U,V,E>*) gpv; gp->apply(y, *b); } template <class T, typename U, class V, class E> void run_graph_program(GraphProgram<T,U,V,E>* gp, Graph<V,E>& g, int iterations=1, struct run_graph_program_temp_structure<T,U,V>* rgpts=NULL) { //iterations = -1 ==> until convergence int it = 0; int converged = 1; struct timeval start, end, init_start, init_end, iteration_start, iteration_end; double time; int global_myrank = GraphMat::get_global_myrank(); gettimeofday(&init_start, 0); auto act = gp->getActivity(); GraphMat::SpVec<GraphMat::DenseSegment<T> >* px; GraphMat::SpVec<GraphMat::DenseSegment<U> >* py; if (rgpts == NULL) { px = new GraphMat::SpVec<GraphMat::DenseSegment<T> >(g.nvertices, GraphMat::get_global_nrank(), GraphMat::vector_partition_fn); T _t; px->setAll(_t); py = new GraphMat::SpVec<GraphMat::DenseSegment<U> >(g.nvertices, GraphMat::get_global_nrank(), GraphMat::vector_partition_fn); U _u; py->setAll(_u); } GraphMat::SpVec<GraphMat::DenseSegment<T> >& x = (rgpts==NULL)?(*px):*(rgpts->px);//*px; GraphMat::SpVec<GraphMat::DenseSegment<U> >& y = (rgpts==NULL)?(*py):*(rgpts->py);//*py; if (act == ALL_VERTICES) { g.setAllActive(); } #ifdef __TIMING printf("Nvertices = %d \n", g.getNumberOfVertices()); #endif gettimeofday(&init_end, 0); #ifdef __TIMING time = (init_end.tv_sec-init_start.tv_sec)*1e3+(init_end.tv_usec-init_start.tv_usec)*1e-3; printf("GraphMat init time = %f ms \n", time); #endif while(1) { gettimeofday(&iteration_start, 0); GraphMat::Clear(&x); GraphMat::Clear(&y); converged = 1; gettimeofday(&start, 0); GraphMat::IntersectReduce(g.active, g.vertexproperty, &x, send_message<T,U,V,E>, (void*)gp); #ifdef __TIMING printf("x.length = %d \n", x.getNNZ()); #endif gettimeofday(&end, 0); #ifdef __TIMING time = (end.tv_sec-start.tv_sec)*1e3+(end.tv_usec-start.tv_usec)*1e-3; printf("Send message time = %.3f ms \n", time); #endif gettimeofday(&start, 0); //do SpMV if (gp->getOrder() == OUT_EDGES) { SpMTSpV(g, gp, &x, &y); } else if (gp->getOrder() == IN_EDGES) { SpMSpV(g, gp, &x, &y); } else if (gp->getOrder() == ALL_EDGES) { SpMTSpV(g, gp, &x, &y); SpMSpV(g, gp, &x, &y); } else { printf("Unrecognized option \n"); exit(1); } gettimeofday(&end, 0); #ifdef __TIMING time = (end.tv_sec-start.tv_sec)*1e3+(end.tv_usec-start.tv_usec)*1e-3; printf("SPMV time = %.3f ms \n", time); #endif gettimeofday(&start, 0); g.setAllInactive(); //update state and activity and check for convergence if needed int nout = 0; int total_search = 0; int local_converged = 1; converged = 1; //GraphMat::IntersectReduce(g.active, y, &g.vertexproperty, set_y<U,V>); //auto apply_func = set_y_apply<U,V>; //GraphMat::Apply(y, &g.vertexproperty, apply_func<T,U,V>, (void*)gp); for(int segmentId = 0 ; segmentId < y.nsegments ; segmentId++) { if(y.nodeIds[segmentId] == global_myrank) { auto segment = y.segments[segmentId]->properties; auto vpValueArray = g.vertexproperty->segments[segmentId]->properties->value; #pragma omp parallel for reduction(&:local_converged) for (int i = 0; i < y.segments[segmentId]->num_ints; i++) { unsigned int value = segment->bit_vector[i]; while (value != 0) { int last_bit = _bit_scan_forward(value); int idx = i*32 + last_bit; V old_prop; //old_prop = g.vertexproperty.segments[segmentId].properties->value[idx]; old_prop = vpValueArray[idx]; //gp->apply(segment->value[idx], g.vertexproperty.segments[segmentId].properties->value[idx]); gp->apply(segment->value[idx], vpValueArray[idx]); if (old_prop != vpValueArray[idx]) { g.active->segments[segmentId]->properties->value[idx] = true; GraphMat::set_bitvector(idx, g.active->segments[segmentId]->properties->bit_vector); local_converged = 0; } value &= (~(1<<last_bit)); } } } } MPI_Allreduce(&local_converged, &converged, 1, MPI_INT, MPI_LAND, MPI_COMM_WORLD); gettimeofday(&end, 0); #ifdef __TIMING time = (end.tv_sec-start.tv_sec)*1e3+(end.tv_usec-start.tv_usec)*1e-3; printf("Apply time = %.3f ms \n", time); #endif gp->do_every_iteration(it); gettimeofday(&iteration_end, 0); #ifdef __TIMING time = (iteration_end.tv_sec-iteration_start.tv_sec)*1e3+(iteration_end.tv_usec-iteration_start.tv_usec)*1e-3; printf("Iteration %d :: %f msec :: updated %d vertices :: changed %d vertices \n", it, time, y.getNNZ(), g.active->getNNZ()); #endif if (act == ALL_VERTICES) { g.setAllActive(); } it++; if (it == iterations) { break; } if (iterations <= 0 && converged == 1) { break; } } struct timeval clear_start, clear_end; gettimeofday(&clear_start, 0); if (rgpts == NULL) { delete px; delete py; } gettimeofday(&clear_end, 0); #ifdef __TIMING time = (clear_end.tv_sec-clear_start.tv_sec)*1e3+(clear_end.tv_usec-clear_start.tv_usec)*1e-3; printf("GraphMat clear time = %f msec \n", time); #endif printf("Completed %d iterations \n", it); } } //namespace GraphMat
for_misc_messages.c
// RUN: %clang_cc1 -fsyntax-only -fopenmp -triple x86_64-unknown-unknown -verify %s // RUN: %clang_cc1 -fsyntax-only -fopenmp-simd -triple x86_64-unknown-unknown -verify %s // expected-error@+1 {{unexpected OpenMP directive '#pragma omp for'}} #pragma omp for // expected-error@+1 {{unexpected OpenMP directive '#pragma omp for'}} #pragma omp for foo void test_no_clause() { int i; #pragma omp for for (i = 0; i < 16; ++i) ; // expected-error@+2 {{statement after '#pragma omp for' must be a for loop}} #pragma omp for ++i; } void test_branch_protected_scope() { int i = 0; L1: ++i; int x[24]; #pragma omp parallel #pragma omp for for (i = 0; i < 16; ++i) { if (i == 5) goto L1; // expected-error {{use of undeclared label 'L1'}} else if (i == 6) return; // expected-error {{cannot return from OpenMP region}} else if (i == 7) goto L2; else if (i == 8) { L2: x[i]++; } } if (x[0] == 0) goto L2; // expected-error {{use of undeclared label 'L2'}} else if (x[1] == 1) goto L1; } void test_invalid_clause() { int i; #pragma omp parallel // expected-warning@+1 {{extra tokens at the end of '#pragma omp for' are ignored}} #pragma omp for foo bar for (i = 0; i < 16; ++i) ; } void test_non_identifiers() { int i, x; #pragma omp parallel // expected-warning@+1 {{extra tokens at the end of '#pragma omp for' are ignored}} #pragma omp for; for (i = 0; i < 16; ++i) ; // expected-warning@+2 {{extra tokens at the end of '#pragma omp for' are ignored}} #pragma omp parallel #pragma omp for linear(x); for (i = 0; i < 16; ++i) ; #pragma omp parallel // expected-warning@+1 {{extra tokens at the end of '#pragma omp for' are ignored}} #pragma omp for private(x); for (i = 0; i < 16; ++i) ; #pragma omp parallel // expected-warning@+1 {{extra tokens at the end of '#pragma omp for' are ignored}} #pragma omp for, private(x); for (i = 0; i < 16; ++i) ; } extern int foo(); void test_collapse() { int i; #pragma omp parallel // expected-error@+1 {{expected '('}} #pragma omp for collapse for (i = 0; i < 16; ++i) ; #pragma omp parallel // expected-error@+1 {{expected expression}} expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp for collapse( for (i = 0; i < 16; ++i) ; #pragma omp parallel // expected-error@+1 {{expected expression}} #pragma omp for collapse() for (i = 0; i < 16; ++i) ; #pragma omp parallel // expected-error@+1 {{expected expression}} expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp for collapse(, for (i = 0; i < 16; ++i) ; #pragma omp parallel // expected-error@+1 {{expected expression}} expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp for collapse(, ) for (i = 0; i < 16; ++i) ; #pragma omp parallel // expected-warning@+2 {{extra tokens at the end of '#pragma omp for' are ignored}} // expected-error@+1 {{expected '('}} #pragma omp for collapse 4) for (i = 0; i < 16; ++i) ; #pragma omp parallel // expected-error@+2 {{expected ')'}} // expected-note@+1 {{to match this '('}} expected-note@+1 {{as specified in 'collapse' clause}} #pragma omp for collapse(4 for (i = 0; i < 16; ++i) ; // expected-error {{expected 4 for loops after '#pragma omp for', but found only 1}} #pragma omp parallel // expected-error@+2 {{expected ')'}} // expected-note@+1 {{to match this '('}} expected-note@+1 {{as specified in 'collapse' clause}} #pragma omp for collapse(4, for (i = 0; i < 16; ++i) ; // expected-error {{expected 4 for loops after '#pragma omp for', but found only 1}} #pragma omp parallel // expected-error@+2 {{expected ')'}} // expected-note@+1 {{to match this '('}} expected-note@+1 {{as specified in 'collapse' clause}} #pragma omp for collapse(4, ) for (i = 0; i < 16; ++i) ; // expected-error {{expected 4 for loops after '#pragma omp for', but found only 1}} #pragma omp parallel // expected-note@+1 {{as specified in 'collapse' clause}} #pragma omp for collapse(4) for (i = 0; i < 16; ++i) ; // expected-error {{expected 4 for loops after '#pragma omp for', but found only 1}} #pragma omp parallel // expected-error@+2 {{expected ')'}} // expected-note@+1 {{to match this '('}} expected-note@+1 {{as specified in 'collapse' clause}} #pragma omp for collapse(4 4) for (i = 0; i < 16; ++i) ; // expected-error {{expected 4 for loops after '#pragma omp for', but found only 1}} #pragma omp parallel // expected-error@+2 {{expected ')'}} // expected-note@+1 {{to match this '('}} expected-note@+1 {{as specified in 'collapse' clause}} #pragma omp for collapse(4, , 4) for (i = 0; i < 16; ++i) ; // expected-error {{expected 4 for loops after '#pragma omp for', but found only 1}} #pragma omp parallel #pragma omp for collapse(4) for (int i1 = 0; i1 < 16; ++i1) for (int i2 = 0; i2 < 16; ++i2) for (int i3 = 0; i3 < 16; ++i3) for (int i4 = 0; i4 < 16; ++i4) foo(); #pragma omp parallel // expected-error@+2 {{expected ')'}} // expected-note@+1 {{to match this '('}} expected-note@+1 {{as specified in 'collapse' clause}} #pragma omp for collapse(4, 8) for (i = 0; i < 16; ++i) ; // expected-error {{expected 4 for loops after '#pragma omp for', but found only 1}} #pragma omp parallel // expected-error@+1 {{expression is not an integer constant expression}} #pragma omp for collapse(2.5) for (i = 0; i < 16; ++i) ; #pragma omp parallel // expected-error@+1 {{expression is not an integer constant expression}} #pragma omp for collapse(foo()) for (i = 0; i < 16; ++i) ; #pragma omp parallel // expected-error@+1 {{argument to 'collapse' clause must be a strictly positive integer value}} #pragma omp for collapse(-5) for (i = 0; i < 16; ++i) ; #pragma omp parallel // expected-error@+1 {{argument to 'collapse' clause must be a strictly positive integer value}} #pragma omp for collapse(0) for (i = 0; i < 16; ++i) ; #pragma omp parallel // expected-error@+1 {{argument to 'collapse' clause must be a strictly positive integer value}} #pragma omp for collapse(5 - 5) for (i = 0; i < 16; ++i) ; #pragma omp parallel #pragma omp for collapse(2) for (i = 0; i < 16; ++i) // expected-note@+1 {{variable with automatic storage duration is predetermined as private; perhaps you forget to enclose 'omp for' directive into a parallel or another task region?}} for (int j = 0; j < 16; ++j) // expected-error@+2 {{reduction variable must be shared}} // expected-error@+1 {{region cannot be closely nested inside 'for' region; perhaps you forget to enclose 'omp for' directive into a parallel region?}} #pragma omp for reduction(+ : i, j) for (int k = 0; k < 16; ++k) i += j; } void test_private() { int i; #pragma omp parallel // expected-error@+2 {{expected expression}} // expected-error@+1 {{expected ')'}} expected-note@+1 {{to match this '('}} #pragma omp for private( for (i = 0; i < 16; ++i) ; #pragma omp parallel // expected-error@+2 {{expected ')'}} expected-note@+2 {{to match this '('}} // expected-error@+1 2 {{expected expression}} #pragma omp for private(, for (i = 0; i < 16; ++i) ; #pragma omp parallel // expected-error@+1 2 {{expected expression}} #pragma omp for private(, ) for (i = 0; i < 16; ++i) ; #pragma omp parallel // expected-error@+1 {{expected expression}} #pragma omp for private() for (i = 0; i < 16; ++i) ; #pragma omp parallel // expected-error@+1 {{expected expression}} #pragma omp for private(int) for (i = 0; i < 16; ++i) ; #pragma omp parallel // expected-error@+1 {{expected variable name}} #pragma omp for private(0) for (i = 0; i < 16; ++i) ; int x, y, z; #pragma omp parallel #pragma omp for private(x) for (i = 0; i < 16; ++i) ; #pragma omp parallel #pragma omp for private(x, y) for (i = 0; i < 16; ++i) ; #pragma omp parallel #pragma omp for private(x, y, z) for (i = 0; i < 16; ++i) { x = y * i + z; } } void test_lastprivate() { int i; #pragma omp parallel // expected-error@+2 {{expected ')'}} expected-note@+2 {{to match this '('}} // expected-error@+1 {{expected expression}} #pragma omp for lastprivate( for (i = 0; i < 16; ++i) ; #pragma omp parallel // expected-error@+2 {{expected ')'}} expected-note@+2 {{to match this '('}} // expected-error@+1 2 {{expected expression}} #pragma omp for lastprivate(, for (i = 0; i < 16; ++i) ; #pragma omp parallel // expected-error@+1 2 {{expected expression}} #pragma omp for lastprivate(, ) for (i = 0; i < 16; ++i) ; #pragma omp parallel // expected-error@+1 {{expected expression}} #pragma omp for lastprivate() for (i = 0; i < 16; ++i) ; #pragma omp parallel // expected-error@+1 {{expected expression}} #pragma omp for lastprivate(int) for (i = 0; i < 16; ++i) ; #pragma omp parallel // expected-error@+1 {{expected variable name}} #pragma omp for lastprivate(0) for (i = 0; i < 16; ++i) ; int x, y, z; #pragma omp parallel #pragma omp for lastprivate(x) for (i = 0; i < 16; ++i) ; #pragma omp parallel #pragma omp for lastprivate(x, y) for (i = 0; i < 16; ++i) ; #pragma omp parallel #pragma omp for lastprivate(x, y, z) for (i = 0; i < 16; ++i) ; } void test_firstprivate() { int i; #pragma omp parallel // expected-error@+2 {{expected ')'}} expected-note@+2 {{to match this '('}} // expected-error@+1 {{expected expression}} #pragma omp for firstprivate( for (i = 0; i < 16; ++i) ; #pragma omp parallel // expected-error@+2 {{expected ')'}} expected-note@+2 {{to match this '('}} // expected-error@+1 2 {{expected expression}} #pragma omp for firstprivate(, for (i = 0; i < 16; ++i) ; #pragma omp parallel // expected-error@+1 2 {{expected expression}} #pragma omp for firstprivate(, ) for (i = 0; i < 16; ++i) ; #pragma omp parallel // expected-error@+1 {{expected expression}} #pragma omp for firstprivate() for (i = 0; i < 16; ++i) ; #pragma omp parallel // expected-error@+1 {{expected expression}} #pragma omp for firstprivate(int) for (i = 0; i < 16; ++i) ; #pragma omp parallel // expected-error@+1 {{expected variable name}} #pragma omp for firstprivate(0) for (i = 0; i < 16; ++i) ; int x, y, z; #pragma omp parallel #pragma omp for lastprivate(x) firstprivate(x) for (i = 0; i < 16; ++i) ; #pragma omp parallel #pragma omp for lastprivate(x, y) firstprivate(x, y) for (i = 0; i < 16; ++i) ; #pragma omp parallel #pragma omp for lastprivate(x, y, z) firstprivate(x, y, z) for (i = 0; i < 16; ++i) ; } void test_loop_messages() { float a[100], b[100], c[100]; #pragma omp parallel // expected-error@+2 {{variable must be of integer or pointer type}} #pragma omp for for (float fi = 0; fi < 10.0; fi++) { c[(int)fi] = a[(int)fi] + b[(int)fi]; } #pragma omp parallel // expected-error@+2 {{variable must be of integer or pointer type}} #pragma omp for for (double fi = 0; fi < 10.0; fi++) { c[(int)fi] = a[(int)fi] + b[(int)fi]; } // expected-warning@+2 {{OpenMP loop iteration variable cannot have more than 64 bits size and will be narrowed}} #pragma omp for for (__int128 ii = 0; ii < 10; ii++) { c[ii] = a[ii] + b[ii]; } }
cast_fp16.h
// Tencent is pleased to support the open source community by making ncnn available. // // Copyright (C) 2022 THL A29 Limited, a Tencent company. All rights reserved. // // Licensed under the BSD 3-Clause License (the "License"); you may not use this file except // in compliance with the License. You may obtain a copy of the License at // // https://opensource.org/licenses/BSD-3-Clause // // Unless required by applicable law or agreed to in writing, software distributed // under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR // CONDITIONS OF ANY KIND, either express or implied. See the License for the // specific language governing permissions and limitations under the License. #if NCNN_RUNTIME_CPU && NCNN_F16C && __AVX__ && !__F16C__ void cast_fp32_to_fp16_sse_f16c(const Mat& bottom_blob, Mat& top_blob, const Option& opt); void cast_fp16_to_fp32_sse_f16c(const Mat& bottom_blob, Mat& top_blob, const Option& opt); #endif static void cast_fp32_to_fp16_sse(const Mat& bottom_blob, Mat& top_blob, const Option& opt) { #if NCNN_RUNTIME_CPU && NCNN_F16C && __AVX__ && !__F16C__ if (ncnn::cpu_support_x86_f16c()) { cast_fp32_to_fp16_sse_f16c(bottom_blob, top_blob, opt); return; } #endif const int w = bottom_blob.w; const int h = bottom_blob.h; const int d = bottom_blob.d; const int channels = bottom_blob.c; const int elempack = bottom_blob.elempack; const int size = w * h * d * elempack; #pragma omp parallel for num_threads(opt.num_threads) for (int q = 0; q < channels; q++) { const float* ptr = bottom_blob.channel(q); unsigned short* outptr = top_blob.channel(q); int i = 0; #if __F16C__ for (; i + 7 < size; i += 8) { __m256 _v_fp32 = _mm256_loadu_ps(ptr); __m128i _v_fp16 = _mm256_cvtps_ph(_v_fp32, _MM_FROUND_TRUNC); _mm_storeu_si128((__m128i*)outptr, _v_fp16); ptr += 8; outptr += 8; } for (; i + 3 < size; i += 4) { __m128 _v_fp32 = _mm_loadu_ps(ptr); __m128i _v_fp16 = _mm_cvtps_ph(_v_fp32, _MM_FROUND_TRUNC); _mm_storeu_si128((__m128i*)outptr, _v_fp16); ptr += 4; outptr += 4; } #endif for (; i < size; i++) { *outptr++ = float32_to_float16(*ptr++); } } } static void cast_fp16_to_fp32_sse(const Mat& bottom_blob, Mat& top_blob, const Option& opt) { #if NCNN_F16C && __AVX__ && !__F16C__ if (ncnn::cpu_support_x86_f16c()) { cast_fp16_to_fp32_sse_f16c(bottom_blob, top_blob, opt); return; } #endif const int w = bottom_blob.w; const int h = bottom_blob.h; const int d = bottom_blob.d; const int channels = bottom_blob.c; const int elempack = bottom_blob.elempack; const int size = w * h * d * elempack; #pragma omp parallel for num_threads(opt.num_threads) for (int q = 0; q < channels; q++) { const unsigned short* ptr = bottom_blob.channel(q); float* outptr = top_blob.channel(q); int i = 0; #if __F16C__ for (; i + 7 < size; i += 8) { __m128i _v_fp16 = _mm_loadu_si128((const __m128i*)ptr); __m256 _v_fp32 = _mm256_cvtph_ps(_v_fp16); _mm256_storeu_ps(outptr, _v_fp32); ptr += 8; outptr += 8; } for (; i + 3 < size; i += 4) { __m128i _v_fp16 = _mm_loadu_si128((const __m128i*)ptr); __m128 _v_fp32 = _mm_cvtph_ps(_v_fp16); _mm_storeu_ps(outptr, _v_fp32); ptr += 4; outptr += 4; } #endif for (; i < size; i++) { *outptr++ = float16_to_float32(*ptr++); } } }
bli_cntx_init_a64fx.c
/* BLIS An object-based framework for developing high-performance BLAS-like libraries. Copyright (C) 2014, The University of Texas at Austin Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: - Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. - Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. - Neither the name(s) of the copyright holder(s) nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. */ #include "blis.h" #include "bli_a64fx_sector_cache.h" void bli_cntx_init_a64fx( cntx_t* cntx ) { blksz_t blkszs[ BLIS_NUM_BLKSZS ]; // Set default kernel blocksizes and functions. bli_cntx_init_a64fx_ref( cntx ); // ------------------------------------------------------------------------- // Update the context with optimized native gemm micro-kernels. bli_cntx_set_ukrs ( cntx, // level-3 BLIS_GEMM_UKR, BLIS_FLOAT, bli_sgemm_armsve_asm_2vx10_unindexed, BLIS_GEMM_UKR, BLIS_DOUBLE, bli_dgemm_armsve_asm_2vx10_unindexed, BLIS_GEMM_UKR, BLIS_SCOMPLEX, bli_cgemm_armsve_asm_2vx10_unindexed, BLIS_GEMM_UKR, BLIS_DCOMPLEX, bli_zgemm_armsve_asm_2vx10_unindexed, // packm BLIS_PACKM_MRXK_KER, BLIS_DOUBLE, bli_dpackm_armsve512_asm_16xk, BLIS_PACKM_NRXK_KER, BLIS_DOUBLE, bli_dpackm_armsve512_asm_10xk, BLIS_VA_END ); // Update the context with storage preferences. bli_cntx_set_ukr_prefs ( cntx, // level-3 BLIS_GEMM_UKR_ROW_PREF, BLIS_FLOAT, FALSE, BLIS_GEMM_UKR_ROW_PREF, BLIS_DOUBLE, FALSE, BLIS_GEMM_UKR_ROW_PREF, BLIS_SCOMPLEX, FALSE, BLIS_GEMM_UKR_ROW_PREF, BLIS_DCOMPLEX, FALSE, BLIS_VA_END ); // Initialize level-3 blocksize objects with architecture-specific values. // s d c z bli_blksz_init_easy( &blkszs[ BLIS_MR ], 32, 16, 16, 8 ); bli_blksz_init_easy( &blkszs[ BLIS_NR ], 10, 10, 10, 10 ); bli_blksz_init_easy( &blkszs[ BLIS_MC ], 256, 128, 192, 96 ); bli_blksz_init_easy( &blkszs[ BLIS_KC ], 2048, 2048, 1536, 1536 ); bli_blksz_init_easy( &blkszs[ BLIS_NC ], 23040, 26880, 11520, 11760 ); // Update the context with the current architecture's register and cache // blocksizes (and multiples) for native execution. bli_cntx_set_blkszs ( cntx, // level-3 BLIS_NC, &blkszs[ BLIS_NC ], BLIS_NR, BLIS_KC, &blkszs[ BLIS_KC ], BLIS_KR, BLIS_MC, &blkszs[ BLIS_MC ], BLIS_MR, BLIS_NR, &blkszs[ BLIS_NR ], BLIS_NR, BLIS_MR, &blkszs[ BLIS_MR ], BLIS_MR, BLIS_VA_END ); // Set A64FX cache sector sizes for each PE/CMG // SC Fugaku might disable users' setting cache sizes. #if !defined(CACHE_SECTOR_SIZE_READONLY) #pragma omp parallel { A64FX_SETUP_SECTOR_CACHE_SIZES(A64FX_SCC(0,1,3,0)) A64FX_SETUP_SECTOR_CACHE_SIZES_L2(A64FX_SCC_L2(9,28)) } #endif }
GB_binop__land_int32.c
//------------------------------------------------------------------------------ // GB_binop: hard-coded functions for each built-in binary operator //------------------------------------------------------------------------------ // SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2022, All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 //------------------------------------------------------------------------------ // If this file is in the Generated2/ folder, do not edit it // (it is auto-generated from Generator/*). #include "GB.h" #ifndef GBCUDA_DEV #include "GB_emult.h" #include "GB_control.h" #include "GB_ek_slice.h" #include "GB_dense.h" #include "GB_atomics.h" #include "GB_bitmap_assign_methods.h" #include "GB_binop__include.h" // C=binop(A,B) is defined by the following types and operators: // A+B function (eWiseAdd): GB (_AaddB__land_int32) // A.*B function (eWiseMult): GB (_AemultB_08__land_int32) // A.*B function (eWiseMult): GB (_AemultB_02__land_int32) // A.*B function (eWiseMult): GB (_AemultB_04__land_int32) // A.*B function (eWiseMult): GB (_AemultB_bitmap__land_int32) // A*D function (colscale): GB (_AxD__land_int32) // D*A function (rowscale): GB (_DxB__land_int32) // C+=B function (dense accum): GB (_Cdense_accumB__land_int32) // C+=b function (dense accum): GB (_Cdense_accumb__land_int32) // C+=A+B function (dense ewise3): GB ((none)) // C=A+B function (dense ewise3): GB (_Cdense_ewise3_noaccum__land_int32) // C=scalar+B GB (_bind1st__land_int32) // C=scalar+B' GB (_bind1st_tran__land_int32) // C=A+scalar GB (_bind2nd__land_int32) // C=A'+scalar GB (_bind2nd_tran__land_int32) // C type: int32_t // A type: int32_t // A pattern? 0 // B type: int32_t // B pattern? 0 // BinaryOp: cij = ((aij != 0) && (bij != 0)) #define GB_ATYPE \ int32_t #define GB_BTYPE \ int32_t #define GB_CTYPE \ int32_t // true if the types of A and B are identical #define GB_ATYPE_IS_BTYPE \ 1 // true if the types of C and A are identical #define GB_CTYPE_IS_ATYPE \ 1 // true if the types of C and B are identical #define GB_CTYPE_IS_BTYPE \ 1 // aij = Ax [pA] #define GB_GETA(aij,Ax,pA,A_iso) \ int32_t aij = GBX (Ax, pA, A_iso) // true if values of A are not used #define GB_A_IS_PATTERN \ 0 \ // bij = Bx [pB] #define GB_GETB(bij,Bx,pB,B_iso) \ int32_t bij = GBX (Bx, pB, B_iso) // true if values of B are not used #define GB_B_IS_PATTERN \ 0 \ // declare scalar of the same type as C #define GB_CTYPE_SCALAR(t) \ int32_t t // cij = Ax [pA] #define GB_COPY_A_TO_C(cij,Ax,pA,A_iso) \ cij = GBX (Ax, pA, A_iso) // cij = Bx [pB] #define GB_COPY_B_TO_C(cij,Bx,pB,B_iso) \ cij = GBX (Bx, pB, B_iso) #define GB_CX(p) Cx [p] // binary operator #define GB_BINOP(z,x,y,i,j) \ z = ((x != 0) && (y != 0)) ; // true if the binop must be flipped #define GB_BINOP_FLIP \ 0 // op is second #define GB_OP_IS_SECOND \ 0 // do the numerical phases of GB_add and GB_emult #define GB_PHASE_2_OF_2 // hard-coded loops can be vectorized #define GB_PRAGMA_SIMD_VECTORIZE GB_PRAGMA_SIMD // disable this operator and use the generic case if these conditions hold #define GB_DISABLE \ (GxB_NO_LAND || GxB_NO_INT32 || GxB_NO_LAND_INT32) //------------------------------------------------------------------------------ // C += A+B, all 3 matrices dense //------------------------------------------------------------------------------ #if 0 // The op must be MIN, MAX, PLUS, MINUS, RMINUS, TIMES, DIV, or RDIV. void GB ((none)) ( GrB_Matrix C, const GrB_Matrix A, const GrB_Matrix B, const int nthreads ) { #include "GB_dense_ewise3_accum_template.c" } #endif //------------------------------------------------------------------------------ // C = A+B, all 3 matrices dense //------------------------------------------------------------------------------ void GB (_Cdense_ewise3_noaccum__land_int32) ( GrB_Matrix C, const GrB_Matrix A, const GrB_Matrix B, const int nthreads ) { #include "GB_dense_ewise3_noaccum_template.c" } //------------------------------------------------------------------------------ // C += B, accumulate a sparse matrix into a dense matrix //------------------------------------------------------------------------------ GrB_Info GB (_Cdense_accumB__land_int32) ( GrB_Matrix C, const GrB_Matrix B, const int64_t *B_ek_slicing, const int B_ntasks, const int B_nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else { #include "GB_dense_subassign_23_template.c" } return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // C += b, accumulate a scalar into a dense matrix //------------------------------------------------------------------------------ GrB_Info GB (_Cdense_accumb__land_int32) ( GrB_Matrix C, const GB_void *p_bwork, const int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else { // get the scalar b for C += b, of type int32_t int32_t bwork = (*((int32_t *) p_bwork)) ; #include "GB_dense_subassign_22_template.c" return (GrB_SUCCESS) ; } return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // C = A*D, column scale with diagonal D matrix //------------------------------------------------------------------------------ GrB_Info GB (_AxD__land_int32) ( GrB_Matrix C, const GrB_Matrix A, const GrB_Matrix D, const int64_t *A_ek_slicing, const int A_ntasks, const int A_nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else int32_t *restrict Cx = (int32_t *) C->x ; #include "GB_AxB_colscale_template.c" return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // C = D*B, row scale with diagonal D matrix //------------------------------------------------------------------------------ GrB_Info GB (_DxB__land_int32) ( GrB_Matrix C, const GrB_Matrix D, const GrB_Matrix B, int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else int32_t *restrict Cx = (int32_t *) C->x ; #include "GB_AxB_rowscale_template.c" return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // eWiseAdd: C=A+B, C<M>=A+B, C<!M>=A+B //------------------------------------------------------------------------------ GrB_Info GB (_AaddB__land_int32) ( GrB_Matrix C, const int C_sparsity, const GrB_Matrix M, const bool Mask_struct, const bool Mask_comp, const GrB_Matrix A, const GrB_Matrix B, const bool is_eWiseUnion, const GB_void *alpha_scalar_in, const GB_void *beta_scalar_in, const bool Ch_is_Mh, const int64_t *restrict C_to_M, const int64_t *restrict C_to_A, const int64_t *restrict C_to_B, const GB_task_struct *restrict TaskList, const int C_ntasks, const int C_nthreads, GB_Context Context ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else GB_WERK_DECLARE (M_ek_slicing, int64_t) ; GB_WERK_DECLARE (A_ek_slicing, int64_t) ; GB_WERK_DECLARE (B_ek_slicing, int64_t) ; int32_t alpha_scalar ; int32_t beta_scalar ; if (is_eWiseUnion) { alpha_scalar = (*((int32_t *) alpha_scalar_in)) ; beta_scalar = (*((int32_t *) beta_scalar_in )) ; } #include "GB_add_template.c" GB_FREE_WORKSPACE ; return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // eWiseMult: C=A.*B, C<M>=A.*B, or C<M!>=A.*B where C is sparse/hyper //------------------------------------------------------------------------------ GrB_Info GB (_AemultB_08__land_int32) ( GrB_Matrix C, const int C_sparsity, const int ewise_method, const GrB_Matrix M, const bool Mask_struct, const bool Mask_comp, const GrB_Matrix A, const GrB_Matrix B, const int64_t *restrict C_to_M, const int64_t *restrict C_to_A, const int64_t *restrict C_to_B, const GB_task_struct *restrict TaskList, const int C_ntasks, const int C_nthreads, GB_Context Context ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else #include "GB_emult_08_meta.c" return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // eWiseMult: C<#> = A.*B when A is sparse/hyper and B is bitmap/full //------------------------------------------------------------------------------ GrB_Info GB (_AemultB_02__land_int32) ( GrB_Matrix C, const GrB_Matrix M, const bool Mask_struct, const bool Mask_comp, const GrB_Matrix A, const GrB_Matrix B, const bool flipxy, const int64_t *restrict Cp_kfirst, const int64_t *A_ek_slicing, const int A_ntasks, const int A_nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else #if GB_BINOP_FLIP // The operator is not commutative, and does not have a flipped // variant. For example z=atan2(y,x). if (flipxy) { // use fmult(y,x) #undef GB_FLIPPED #define GB_FLIPPED 1 #include "GB_emult_02_template.c" } else { // use fmult(x,y) #undef GB_FLIPPED #define GB_FLIPPED 0 #include "GB_emult_02_template.c" } #else // No need to handle the flip: the operator is either commutative, or // has been handled by changing z=div(y,x) to z=rdiv(x,y) for example. #undef GB_FLIPPED #define GB_FLIPPED 0 #include "GB_emult_02_template.c" #endif return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // eWiseMult: C<M> = A.*B, M sparse/hyper, A and B bitmap/full //------------------------------------------------------------------------------ GrB_Info GB (_AemultB_04__land_int32) ( GrB_Matrix C, const GrB_Matrix M, const bool Mask_struct, const GrB_Matrix A, const GrB_Matrix B, const int64_t *restrict Cp_kfirst, const int64_t *M_ek_slicing, const int M_ntasks, const int M_nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else #include "GB_emult_04_template.c" return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // eWiseMult: C=A.*B, C<M>=A.*B, C<!M>=A.*B where C is bitmap //------------------------------------------------------------------------------ GrB_Info GB (_AemultB_bitmap__land_int32) ( GrB_Matrix C, const int ewise_method, const GrB_Matrix M, const bool Mask_struct, const bool Mask_comp, const GrB_Matrix A, const GrB_Matrix B, const int64_t *M_ek_slicing, const int M_ntasks, const int M_nthreads, const int C_nthreads, GB_Context Context ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else #include "GB_bitmap_emult_template.c" return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // Cx = op (x,Bx): apply a binary operator to a matrix with scalar bind1st //------------------------------------------------------------------------------ GrB_Info GB (_bind1st__land_int32) ( GB_void *Cx_output, // Cx and Bx may be aliased const GB_void *x_input, const GB_void *Bx_input, const int8_t *restrict Bb, int64_t bnz, int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else int32_t *Cx = (int32_t *) Cx_output ; int32_t x = (*((int32_t *) x_input)) ; int32_t *Bx = (int32_t *) Bx_input ; int64_t p ; #pragma omp parallel for num_threads(nthreads) schedule(static) for (p = 0 ; p < bnz ; p++) { if (!GBB (Bb, p)) continue ; int32_t bij = GBX (Bx, p, false) ; Cx [p] = ((x != 0) && (bij != 0)) ; } return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // Cx = op (Ax,y): apply a binary operator to a matrix with scalar bind2nd //------------------------------------------------------------------------------ GrB_Info GB (_bind2nd__land_int32) ( GB_void *Cx_output, // Cx and Ax may be aliased const GB_void *Ax_input, const GB_void *y_input, const int8_t *restrict Ab, int64_t anz, int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else int64_t p ; int32_t *Cx = (int32_t *) Cx_output ; int32_t *Ax = (int32_t *) Ax_input ; int32_t y = (*((int32_t *) y_input)) ; #pragma omp parallel for num_threads(nthreads) schedule(static) for (p = 0 ; p < anz ; p++) { if (!GBB (Ab, p)) continue ; int32_t aij = GBX (Ax, p, false) ; Cx [p] = ((aij != 0) && (y != 0)) ; } return (GrB_SUCCESS) ; #endif } //------------------------------------------------------------------------------ // C = op (x, A'): transpose and apply a binary operator //------------------------------------------------------------------------------ // cij = op (x, aij), no typecasting (in spite of the macro name) #undef GB_CAST_OP #define GB_CAST_OP(pC,pA) \ { \ int32_t aij = GBX (Ax, pA, false) ; \ Cx [pC] = ((x != 0) && (aij != 0)) ; \ } GrB_Info GB (_bind1st_tran__land_int32) ( GrB_Matrix C, const GB_void *x_input, const GrB_Matrix A, int64_t *restrict *Workspaces, const int64_t *restrict A_slice, int nworkspaces, int nthreads ) { // GB_unop_transpose.c uses GB_ATYPE, but A is // the 2nd input to binary operator z=f(x,y). #undef GB_ATYPE #define GB_ATYPE \ int32_t #if GB_DISABLE return (GrB_NO_VALUE) ; #else int32_t x = (*((const int32_t *) x_input)) ; #include "GB_unop_transpose.c" return (GrB_SUCCESS) ; #endif #undef GB_ATYPE #define GB_ATYPE \ int32_t } //------------------------------------------------------------------------------ // C = op (A', y): transpose and apply a binary operator //------------------------------------------------------------------------------ // cij = op (aij, y), no typecasting (in spite of the macro name) #undef GB_CAST_OP #define GB_CAST_OP(pC,pA) \ { \ int32_t aij = GBX (Ax, pA, false) ; \ Cx [pC] = ((aij != 0) && (y != 0)) ; \ } GrB_Info GB (_bind2nd_tran__land_int32) ( GrB_Matrix C, const GrB_Matrix A, const GB_void *y_input, int64_t *restrict *Workspaces, const int64_t *restrict A_slice, int nworkspaces, int nthreads ) { #if GB_DISABLE return (GrB_NO_VALUE) ; #else int32_t y = (*((const int32_t *) y_input)) ; #include "GB_unop_transpose.c" return (GrB_SUCCESS) ; #endif } #endif
Example_task_dep.8.c
/* * @@name: task_depend.8.c * @@type: C * @@compilable: yes * @@linkable: yes * @@expect: success * @@version: omp_5.0 */ #include<stdio.h> void foo() { int x = 0, y = 2; #pragma omp task depend(inout: x) shared(x) x++; // 1st child task #pragma omp task depend(in: x) depend(inout: y) shared(x, y) y -= x; // 2st child task #pragma omp taskwait depend(in: x,y) printf("x=%d\n",x); printf("y=%d\n",y); } int main() { #pragma omp parallel #pragma omp single foo(); return 0; }
tsne_random_walks_inl.h
/* * * Copyright (c) 2014, Nicola Pezzotti (Delft University of Technology) * All rights reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions are met: * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in the * documentation and/or other materials provided with the distribution. * 3. All advertising materials mentioning features or use of this software * must display the following acknowledgement: * This product includes software developed by the Delft University of Technology. * 4. Neither the name of the Delft University of Technology nor the names of * its contributors may be used to endorse or promote products derived from * this software without specific prior written permission. * * THIS SOFTWARE IS PROVIDED BY NICOLA PEZZOTTI ''AS IS'' AND ANY EXPRESS * OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES * OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO * EVENT SHALL NICOLA PEZZOTTI BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, * PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR * BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN * CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING * IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY * OF SUCH DAMAGE. * */ #ifndef TSNE_RANDOM_WALKS_INL #define TSNE_RANDOM_WALKS_INL #include "hdi/dimensionality_reduction/tsne_random_walks.h" #include "hdi/utils/math_utils.h" #include "hdi/utils/log_helper_functions.h" #include "hdi/utils/scoped_timers.h" #include <random> #ifdef __APPLE__ #include <dispatch/dispatch.h> #endif #pragma warning( push ) #pragma warning( disable : 4267) #pragma warning( push ) #pragma warning( disable : 4291) #pragma warning( push ) #pragma warning( disable : 4996) #pragma warning( push ) #pragma warning( disable : 4018) #pragma warning( push ) #pragma warning( disable : 4244) //#define FLANN_USE_CUDA #include "flann/flann.h" #pragma warning( pop ) #pragma warning( pop ) #pragma warning( pop ) #pragma warning( pop ) #pragma warning( pop ) namespace hdi{ namespace dr{ ///////////////////////////////////////////////////////////////////////// template <typename scalar_type> TSNERandomWalks<scalar_type>::Parameters::Parameters(): _num_neighbors(30), _seed(0), _embedding_dimensionality(2), _minimum_gain(0.1), _eta(200), _momentum(0.5), _final_momentum(0.8), _mom_switching_iter(250), _exaggeration_factor(4), _remove_exaggeration_iter(250), _number_of_landmarks(100), _num_walks_per_landmark(2000), _distance_weighted_random_walk(true) {} ///////////////////////////////////////////////////////////////////////// template <typename scalar_type> TSNERandomWalks<scalar_type>::Statistics::Statistics(): _neighborhood_graph_time(0), _landmarks_selection_time(0), _random_walks_time(0), _num_random_walks(0), _avg_walk_length(0), _landmarks_datapoints_ratio(0) {} template <typename scalar_type> void TSNERandomWalks<scalar_type>::Statistics::log(utils::AbstractLog* logger)const{ utils::secureLog(logger,"tSNE Random Walks"); utils::secureLogValue(logger,"\tLandmarks/datapoints ratio", _landmarks_datapoints_ratio); utils::secureLogValue(logger,"\tNeighborhood graph computation time", _neighborhood_graph_time); utils::secureLogValue(logger,"\tLandmarks selection time", _landmarks_selection_time); utils::secureLogValue(logger,"\tRandom walks computation time", _random_walks_time); utils::secureLogValue(logger,"\t# of random walks", _num_random_walks); utils::secureLogValue(logger,"\tmsec per random walk", _random_walks_time / _num_random_walks); utils::secureLogValue(logger,"\tavg # of neigh", _avg_num_neighbors); utils::secureLogValue(logger,"\tavg walk length", _avg_walk_length); } ///////////////////////////////////////////////////////////////////////// template <typename scalar_type> TSNERandomWalks<scalar_type>::TSNERandomWalks(): _initialized(false), _dimensionality(0), _logger(nullptr), _high_dimensional_data(nullptr) { } template <typename scalar_type> void TSNERandomWalks<scalar_type>::reset(){ _initialized = false; } template <typename scalar_type> void TSNERandomWalks<scalar_type>::clear(){ _high_dimensional_data = nullptr; _embedding.clear(); _initialized = false; } template <typename scalar_type> void TSNERandomWalks<scalar_type>::getHighDimensionalDescriptor(scalar_vector_type& data_point, data_handle_type handle)const{ data_point.resize(_dimensionality); for(unsigned int i = 0; i < _dimensionality; ++i){ data_point[i] = *(_high_dimensional_data + handle*_dimensionality +i); } } template <typename scalar_type> void TSNERandomWalks<scalar_type>::getEmbeddingPosition(scalar_vector_type& embedding_position, data_handle_type handle)const{ if(!_initialized){ throw std::logic_error("Algorithm must be initialized before "); } embedding_position.resize(_params._embedding_dimensionality); for(int i = 0; i < _params._embedding_dimensionality; ++i){ embedding_position[i] = _embedding[handle*_params._embedding_dimensionality + i]; } } ///////////////////////////////////////////////////////////////////////// template <typename scalar_type> void TSNERandomWalks<scalar_type>::initialize(scalar_type* high_dimensional_data, unsigned int num_dps, Parameters params){ utils::secureLog(_logger,"Initializing tSNE..."); {//Aux data _params = params; _high_dimensional_data = high_dimensional_data; _num_dps = num_dps; _statistics._landmarks_datapoints_ratio = scalar_type(_params._number_of_landmarks)/_num_dps; int size_sq = params._number_of_landmarks; size_sq *= size_sq; _P.resize(size_sq); _Q.resize(size_sq); _embedding.resize(getNumberOfLandmarks()*params._embedding_dimensionality,0); _gradient.resize(getNumberOfLandmarks()*params._embedding_dimensionality,0); _previous_gradient.resize(getNumberOfLandmarks()*params._embedding_dimensionality,0); _gain.resize(getNumberOfLandmarks()*params._embedding_dimensionality,1); } utils::secureLogValue(_logger,"Number of landmarks",params._number_of_landmarks); utils::secureLogValue(_logger,"Number of data points",_num_dps); computeNeighborhoodGraph(); computeLandmarks(); if(_params._distance_weighted_random_walk){ computeDistanceWeigthedRandomWalks(); }else{ computeRandomWalks(); } computeHighDimensionalDistribution(); initializeEmbeddingPosition(params._seed); _iteration = 0; _initialized = true; utils::secureLog(_logger,"Initialization complete!"); } template <typename scalar_type> void TSNERandomWalks<scalar_type>::computeNeighborhoodGraph(){ utils::ScopedTimer<scalar_type, utils::Milliseconds> timer(_statistics._neighborhood_graph_time); utils::secureLog(_logger,"Computing the neighborhood graph..."); flann::Matrix<scalar_type> dataset (_high_dimensional_data,_num_dps,_dimensionality); flann::Matrix<scalar_type> query (_high_dimensional_data,_num_dps,_dimensionality); flann::Index<flann::L2<scalar_type> > index(dataset, flann::KDTreeIndexParams(4)); //TEMP //flann::Index<flann::L2<scalar_type> > index(dataset, flann::KDTreeCuda3dIndexParams()); //TEMP index.buildIndex(); unsigned int nn = _params._num_neighbors + 1; _knns.resize(_num_dps*nn); _rw_probabilities.resize(_num_dps*nn); flann::Matrix<int> indices_mat(_knns.data(), query.rows, nn); flann::Matrix<scalar_type> dists_mat(_rw_probabilities.data(), query.rows, nn); flann::SearchParams params(1024); //TEMP params.cores = 8; index.knnSearch(query, indices_mat, dists_mat, nn, params); for(int d = 0; d < _num_dps; ++d){ { double avg = 0; double std_dev = 0; for(int n = 1; n < nn; ++n){ avg += _rw_probabilities[d*nn+n]; std_dev += _rw_probabilities[d*nn+n]*_rw_probabilities[d*nn+n]; } avg /= nn-1; std_dev /= nn-1; std_dev = std::sqrt(std_dev-avg*avg); for(int n = 1; n < nn; ++n){ _rw_probabilities[d*nn+n] = _rw_probabilities[d*nn+n]/std_dev/2; } } double norm = 0; for(int n = 1; n < nn; ++n){ double p = _rw_probabilities[d*nn+n]; double p_sq = p*p; p = std::exp(-p_sq); _rw_probabilities[d*nn+n] = p; norm += p; } for(int n = 1; n < nn; ++n){ _rw_probabilities[d*nn+n] /= norm; } for(int n = 1; n < nn; ++n){ _rw_probabilities[d*nn+n] += _rw_probabilities[d*nn+n-1]; } } } template <typename scalar_type> void TSNERandomWalks<scalar_type>::computeLandmarks(){ utils::secureLog(_logger,"Computing landmarks..."); utils::ScopedTimer<scalar_type, utils::Milliseconds> timer(_statistics._landmarks_selection_time); _idx_landmarks_to_dps.clear(); _idx_dps_to_landmarks.clear(); _idx_landmarks_to_dps.resize(_params._number_of_landmarks,-1); _idx_dps_to_landmarks.resize(_num_dps,-1); std::random_device rd; std::mt19937 gen(rd()); std::uniform_int_distribution<> dis(0, _num_dps-1); int selected_landmarks = 0; while(selected_landmarks < _params._number_of_landmarks){ int idx = dis(gen); assert(idx >= 0); assert(idx < _num_dps); if(_idx_dps_to_landmarks[idx] != -1){ continue; } _idx_dps_to_landmarks[idx] = selected_landmarks; _idx_landmarks_to_dps[selected_landmarks] = idx; ++selected_landmarks; } } template <typename scalar_type> void TSNERandomWalks<scalar_type>::computeDistanceWeigthedRandomWalks(){ utils::ScopedTimer<scalar_type, utils::Milliseconds> timer(_statistics._random_walks_time); utils::secureLog(_logger,"Computing some random walks..."); _statistics._num_random_walks = 0; _statistics._avg_num_neighbors = 0; //Temp -> probability unsigned int nn = _params._num_neighbors + 1; std::default_random_engine generator; std::uniform_real_distribution<double> distribution(0.0, 1.0); const int n = getNumberOfLandmarks(); const int num_walks_per_landmark = _params._num_walks_per_landmark; //#pragma omp parallel for for(int l = 0; l < n; ++l){ std::vector<scalar_type> rw_stats(n,0); for(int rw = 0; rw < num_walks_per_landmark; ++rw){ //Random walk int dp_idx = _idx_landmarks_to_dps[l]; int walk_length = 0; do{ //TEMP - no probability const double rnd_num = distribution(generator); int idx_knn = 0; for(idx_knn = 1; idx_knn < nn; ++idx_knn){ if(rnd_num < _rw_probabilities[nn*dp_idx + idx_knn]){ break; } } const int idx_knn_global = nn*dp_idx + idx_knn; dp_idx = _knns[idx_knn_global]; ++walk_length; } while(!(_idx_dps_to_landmarks[dp_idx] != -1 && _idx_dps_to_landmarks[dp_idx] != l)); ++rw_stats[_idx_dps_to_landmarks[dp_idx]]; ++_statistics._num_random_walks; _statistics._avg_walk_length += walk_length; } //computing the probabilities for(auto& v : rw_stats){ if(v != 0){ ++_statistics._avg_num_neighbors; } v /= num_walks_per_landmark; } for(int i = 0; i < n; ++i){ _P[l*n + i] = rw_stats[i]; } } _statistics._avg_num_neighbors /= n; _statistics._avg_walk_length /= (n*num_walks_per_landmark); } template <typename scalar_type> void TSNERandomWalks<scalar_type>::computeRandomWalks(){ utils::ScopedTimer<scalar_type, utils::Milliseconds> timer(_statistics._random_walks_time); utils::secureLog(_logger,"Computing some random walks..."); _statistics._num_random_walks = 0; _statistics._avg_num_neighbors = 0; //Temp -> probability unsigned int nn = _params._num_neighbors + 1; std::random_device rd; std::mt19937 gen(rd()); std::uniform_int_distribution<> dis(1, nn-1); const int n = getNumberOfLandmarks(); const int num_walks_per_landmark = 2000; //#pragma omp parallel for for(int l = 0; l < n; ++l){ std::vector<scalar_type> rw_stats(n,0); for(int rw = 0; rw < num_walks_per_landmark; ++rw){ //Random walk int dp_idx = _idx_landmarks_to_dps[l]; do{ //TEMP - no probability const int idx_knn = dis(gen); const int idx_knn_global = nn*dp_idx + idx_knn; dp_idx = _knns[idx_knn_global]; } while(!(_idx_dps_to_landmarks[dp_idx] != -1 && _idx_dps_to_landmarks[dp_idx] != l)); ++rw_stats[_idx_dps_to_landmarks[dp_idx]]; ++_statistics._num_random_walks; } //computing the probabilities for(auto& v : rw_stats){ if(v != 0){ ++_statistics._avg_num_neighbors; } v /= num_walks_per_landmark; } for(int i = 0; i < n; ++i){ _P[l*n + i] = rw_stats[i]; } } _statistics._avg_num_neighbors /= n; } template <typename scalar_type> void TSNERandomWalks<scalar_type>::computeHighDimensionalDistribution(){ utils::secureLog(_logger,"Computing high-dimensional joint probability distribution..."); const int n = getNumberOfLandmarks(); //#pragma omp parallel for for(int j = 0; j < n; ++j){ for(int i = j+1; i < n; ++i){ const double v = (_P[j*n + i]+_P[i*n + j])*0.5/n; _P[j*n + i] = static_cast<scalar_type>(v); _P[i*n + j] = static_cast<scalar_type>(v); } } } template <typename scalar_type> void TSNERandomWalks<scalar_type>::initializeEmbeddingPosition(int seed, double multiplier){ utils::secureLog(_logger,"Initializing the embedding..."); if(seed < 0){ std::srand(static_cast<unsigned int>(time(NULL))); } else{ std::srand(seed); } for(auto& v : _embedding){ double x(0.); double y(0.); double radius(0.); do { x = 2 * (rand() / ((double)RAND_MAX + 1)) - 1; y = 2 * (rand() / ((double)RAND_MAX + 1)) - 1; radius = (x * x) + (y * y); } while((radius >= 1.0) || (radius == 0.0)); radius = sqrt(-2 * log(radius) / radius); x *= radius; y *= radius; v = static_cast<scalar_type>(x * multiplier); } } template <typename scalar_type> void TSNERandomWalks<scalar_type>::doAnIteration(double mult){ if(!_initialized){ throw std::logic_error("Cannot compute a gradient descent iteration on unitialized data"); } if(_iteration == _params._mom_switching_iter){ utils::secureLog(_logger,"Switch to final momentum..."); } if(_iteration == _params._remove_exaggeration_iter){ utils::secureLog(_logger,"Remove exaggeration..."); } //Compute Low-dimensional distribution computeLowDimensionalDistribution(); //Compute gradient of the KL function computeGradient((_iteration<_params._remove_exaggeration_iter)?_params._exaggeration_factor:1.); //Compute gradient of the KL function updateTheEmbedding(mult); } template <typename scalar_type> void TSNERandomWalks<scalar_type>::computeLowDimensionalDistribution(){ const int n = getNumberOfLandmarks(); #ifdef __APPLE__ std::cout << "GCD dispatch, tsne_random_walks_inl 455.\n"; dispatch_apply(n, dispatch_get_global_queue(0, 0), ^(size_t j) { #else #pragma omp parallel for for(int j = 0; j < n; ++j){ #endif //__APPLE__ _Q[j*n + j] = 0; for(int i = j+1; i < n; ++i){ const double euclidean_dist_sq( utils::euclideanDistanceSquared<scalar_type>( _embedding.begin()+j*_params._embedding_dimensionality, _embedding.begin()+(j+1)*_params._embedding_dimensionality, _embedding.begin()+i*_params._embedding_dimensionality, _embedding.begin()+(i+1)*_params._embedding_dimensionality ) ); const double v = 1./(1.+euclidean_dist_sq); _Q[j*n + i] = static_cast<scalar_type>(v); _Q[i*n + j] = static_cast<scalar_type>(v); } } #ifdef __APPLE__ ); #endif double sum_Q = 0; for(auto& v : _Q){ sum_Q += v; } _normalization_Q = static_cast<scalar_type>(sum_Q); } template <typename scalar_type> void TSNERandomWalks<scalar_type>::computeGradient(double exaggeration){ const int n = getNumberOfLandmarks(); const int dim = _params._embedding_dimensionality; //#pragma omp parallel for for(int i = 0; i < n; ++i){ for(int d = 0; d < dim; ++d){ _gradient[i * dim + d] = 0; double sum_positive(0.); double sum_negative(0.); for(int j = 0; j < n; ++j){ const int idx = i*n + j; const double distance(_embedding[i * dim + d] - _embedding[j * dim + d]); const double positive(_P[idx] * _Q[idx] * distance); const double negative(_Q[idx] * _Q[idx] / _normalization_Q * distance); sum_positive += positive; sum_negative += negative; } _gradient[i * dim + d] = static_cast<scalar_type>(4 * (exaggeration*sum_positive - sum_negative)); } } } //temp template <typename T> T sign(T x) { return (x == .0 ? .0 : (x < .0 ? -1.0 : 1.0)); } template <typename scalar_type> void TSNERandomWalks<scalar_type>::updateTheEmbedding(double mult){ for(int i = 0; i < _gradient.size(); ++i){ _gain[i] = static_cast<scalar_type>((sign(_gradient[i]) != sign(_previous_gradient[i])) ? (_gain[i] + .2) : (_gain[i] * .8)); if(_gain[i] < _params._minimum_gain){ _gain[i] = static_cast<scalar_type>(_params._minimum_gain); } _gradient[i] = static_cast<scalar_type>((_gradient[i]>0?1:-1)*std::abs(_gradient[i]*_params._eta* _gain[i])/(_params._eta*_gain[i])); _previous_gradient[i] = static_cast<scalar_type>(((_iteration<_params._mom_switching_iter)?_params._momentum:_params._final_momentum) * _previous_gradient[i] - _params._eta * _gain[i] * _gradient[i]); _embedding[i] += static_cast<scalar_type>(_previous_gradient[i] * mult); } ++_iteration; } template <typename scalar_type> double TSNERandomWalks<scalar_type>::computeKullbackLeiblerDivergence(){ double kl = 0; const int n = getNumberOfLandmarks(); for(int j = 0; j < n; ++j){ for(int i = 0; i < n; ++i){ if(i == j) continue; kl += _P[j*n + i] * std::log(_P[j*n + i] / (_Q[j*n + i]/_normalization_Q)); } } return kl; } } } #endif
multiply.h
#pragma once #include "intgemm_config.h" #include "interleave.h" #include "intrinsics.h" #include "vec_traits.h" #include "callbacks.h" #include <cmath> //sqrt namespace intgemm { struct MeanStd { float mean; float stddev; }; INTGEMM_SSE2 static inline float MaxFloat32(__m128 a) { // Fold to just using the first 64 bits. __m128 second_half = _mm_shuffle_ps(a, a, 3 * 4 + 2); a = _mm_max_ps(a, second_half); // Fold to just using the first 32 bits. second_half = _mm_shuffle_ps(a, a, 1); a = _mm_max_ps(a, second_half); // This casting compiles to nothing. return *reinterpret_cast<float*>(&a); } INTGEMM_SSE2 static inline dvector_t<CPUType::SSE2, int> PermuteSummer(__m128i pack0123, __m128i pack4567) { // No op for 128 bits: already reduced fully. return { pack0123, pack4567 }; } INTGEMM_AVX2 static inline float MaxFloat32(__m256 a) { return MaxFloat32(max_ps(_mm256_castps256_ps128(a), _mm256_extractf128_ps(a, 1))); } INTGEMM_AVX2 static inline __m256i PermuteSummer(__m256i pack0123, __m256i pack4567) { // This instruction generates 1s 2s 3s 4s 5f 6f 7f 8f __m256i rev = _mm256_permute2f128_si256(pack0123, pack4567, 0x21); // This instruction generates 1f 2f 3f 4f 5s 6s 7s 8s __m256i blended = _mm256_blend_epi32(pack0123, pack4567, 0xf0); return _mm256_add_epi32(rev, blended); } /* https://stackoverflow.com/questions/6996764/fastest-way-to-do-horizontal-float-vector-sum-on-x86 */ INTGEMM_SSSE3 static inline float horizontalSum(__m128 a) { __m128 shuf = _mm_movehdup_ps(a); // broadcast elements 3,1 to 2,0 __m128 sums = _mm_add_ps(a, shuf); shuf = _mm_movehl_ps(shuf, sums); // high half -> low half sums = _mm_add_ss(sums, shuf); return _mm_cvtss_f32(sums); } INTGEMM_AVX2 static inline float horizontalSum(__m256 a) { __m128 vlow = _mm256_castps256_ps128(a); __m128 vhigh = _mm256_extractf128_ps(a, 1); // high 128 vlow = _mm_add_ps(vlow, vhigh); // add the low 128 return horizontalSum(vlow); // and inline the sse3 version, which is optimal for AVX } #ifdef INTGEMM_COMPILER_SUPPORTS_AVX512BW /* Only INTGEMM_AVX512F is necessary but due to GCC 5.4 bug we have to set INTGEMM_AVX512BW */ INTGEMM_AVX512BW static inline __m256i PermuteSummer(__m512i pack0123, __m512i pack4567) { // Form [0th 128-bit register of pack0123, 0st 128-bit register of pack4567, 2nd 128-bit register of pack0123, 2nd 128-bit register of pack4567] __m512i mix0 = _mm512_mask_permutex_epi64(pack0123, 0xcc, pack4567, (0 << 4) | (1 << 6)); // Form [1st 128-bit register of pack0123, 1st 128-bit register of pack4567, 3rd 128-bit register of pack0123, 3rd 128-bit register of pack4567] __m512i mix1 = _mm512_mask_permutex_epi64(pack4567, 0x33, pack0123, 2 | (3 << 2)); __m512i added = _mm512_add_epi32(mix0, mix1); // Now we have 0 1 2 3 4 5 6 7 0 1 2 3 4 5 6 7. // Fold register over itself. return _mm256_add_epi32(_mm512_castsi512_si256(added), _mm512_extracti64x4_epi64(added, 1)); } // Find the maximum float. static inline INTGEMM_AVX512F float MaxFloat32(__m512 a) { // _mm512_extractf32x8_ps is AVX512DQ but we don't care about masking. // So cast to pd, do AVX512F _mm512_extractf64x4_pd, then cast to ps. __m256 upper = _mm256_castpd_ps(_mm512_extractf64x4_pd(_mm512_castps_pd(a), 1)); return MaxFloat32(max_ps(_mm512_castps512_ps256(a), upper)); } static inline INTGEMM_AVX512F float horizontalSum(__m512 a) { __m256 low = _mm512_castps512_ps256(a); __m256 high = _mm256_castpd_ps(_mm512_extractf64x4_pd(_mm512_castps_pd(a),1)); return horizontalSum(low) + horizontalSum(high); } #endif // Quantize function used for SSSE3 and AVX2. // Separate function for thread to work around gcc 7 bug that doesn't imbue // target attributes across #pragma omp parallel. #define INTGEMM_QUANTIZE_THREAD(target, Register, name) \ target static void QuantizeThread(const float *input, int8_t *output, float quant_mult, std::size_t count) { \ name::QuantizeTile8 q(quant_mult); \ _Pragma("omp for") \ for (std::size_t i = 0; i < count; i += sizeof(Register)) { \ *reinterpret_cast<Register*>(output + i) = q.Consecutive(input + i); \ } \ } #define INTGEMM_QUANTIZE(target, Register, name) \ target static void Quantize(const float *const input, int8_t *const output, float quant_mult, Index size) { \ assert(reinterpret_cast<uintptr_t>(input) % sizeof(Register) == 0); \ assert(reinterpret_cast<uintptr_t>(output) % sizeof(Register) == 0); \ const std::size_t kBatch = sizeof(Register); \ const std::size_t fast_end = size & ~(kBatch - 1); \ _Pragma("omp parallel") \ { \ QuantizeThread(input, output, quant_mult, fast_end); \ } \ std::size_t overhang = size & (kBatch - 1); \ if (!overhang) return; \ name::QuantizeTile8 q(quant_mult); \ /* Each does size(Register) / 32 == kBatch / 4 floats at a time. * If we're allowed to read one of them, then we can read the whole register. */ \ const float *inputs[4]; \ std::size_t i; \ for (i = 0; i < (overhang + (kBatch / 4) - 1) / (kBatch / 4); ++i) { \ inputs[i] = &input[fast_end + i * (kBatch / 4)]; \ } \ /* These will be clipped off. */ \ for (; i < 4; ++i) { \ inputs[i] = &input[fast_end]; \ } \ Register result = q.Tile(inputs[0], inputs[1], inputs[2], inputs[3]); \ std::memcpy(output + (size & ~(kBatch - 1)), &result, overhang); \ } /* Take 4 registers with 32-bit values to be horizontally added. Reduce them * to one register with 32-bit values in the pattern 1 2 3 4 1 2 3 4, leaving * the final addition (which crosses 128-bit lanes) to the caller. */ #define INTGEMM_PACK0123(target, Register) \ target inline Register Pack0123(Register sum0, Register sum1, Register sum2, Register sum3) { \ Interleave32(sum0, sum1); \ Register pack01 = add_epi32(sum0, sum1); \ Interleave32(sum2, sum3); \ Register pack23 = add_epi32(sum2, sum3); \ Interleave64(pack01, pack23); \ return add_epi32(pack01, pack23); \ } \ INTGEMM_PACK0123(INTGEMM_SSE2, __m128i) INTGEMM_PACK0123(INTGEMM_AVX2, __m256i) #ifdef INTGEMM_COMPILER_SUPPORTS_AVX512BW /* Only INTGEMM_AVX512F is necessary but due to GCC 5.4 bug we have to set INTGEMM_AVX512BW */ INTGEMM_PACK0123(INTGEMM_AVX512BW, __m512i) #endif template <typename Callback> INTGEMM_SSE2 static inline void RunCallback(Callback& callback_impl, dvector_t<CPUType::SSE2, int> total, Index row_idx, Index col_idx, Index rows, Index cols) { callback_impl(total.first, callbacks::OutputBufferInfo(row_idx, col_idx, rows, cols)); callback_impl(total.second, callbacks::OutputBufferInfo(row_idx, col_idx + 4, rows, cols)); } template <typename Callback> INTGEMM_AVX2 static inline void RunCallback(Callback& callback_impl, vector_t<CPUType::AVX2, int> total, Index row_idx, Index col_idx, Index rows, Index cols) { callback_impl(total, callbacks::OutputBufferInfo(row_idx, col_idx, rows, cols)); } // 16-bit multiplier for INTGEMM_SSE2, INTGEMM_AVX2, and AVX512. // C = A * B * unquant_mult // // This has been substantially revised from Jacob Devlin's SSE code which is: // Copyright (c) 2017 Microsoft Corporation // Permission is hereby granted, free of charge, to any person obtaining a copy // of this software and associated documentation files (the "Software"), to deal // in the Software without restriction, including without limitation the rights // to use, copy, modify, merge, publish, distribute, sublicense, and/or sell // copies of the Software, and to permit persons to whom the Software is // furnished to do so, subject to the following conditions: // The above copyright notice and this permission notice shall be included in all // copies or substantial portions of the Software. // THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR // IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, // FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE // AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER // LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE // SOFTWARE. // A is a row-major quantized matrix (from PrepareA) // B is a rearranged quantized matrix (from PrepareB) // C is output in row-major form. // // All of A, B, and C must be in aligned to a multiple of the register size: // INTGEMM_SSE2: 16 bytes // INTGEMM_AVX2: 32 bytes // AVX512: 64 bytes. // // A_rows can be anything non-negative. // width must be a multiple of the register size. // B_cols must be a multiple of 8. // Multiply16 #define INTGEMM_MULTIPLY16(Register, target, cpu_type) \ template <typename Callback> target static void Multiply(const int16_t *A, const int16_t *B, Index A_rows, Index width, Index B_cols, Callback callback) { \ assert(width % (sizeof(Register) / sizeof(int16_t)) == 0); \ assert(B_cols % 8 == 0); \ assert(reinterpret_cast<uintptr_t>(A) % sizeof(Register) == 0); \ assert(reinterpret_cast<uintptr_t>(B) % sizeof(Register) == 0); \ const int simd_width = width / (sizeof(Register) / sizeof(int16_t)); \ auto callback_impl = callbacks::CallbackImpl<cpu_type, Callback>(callback); \ _Pragma("omp for") \ for (Index B0_colidx = 0; B0_colidx < B_cols; B0_colidx += 8) { \ const Register *B0_col = reinterpret_cast<const Register *>(B) + simd_width * B0_colidx; \ /* Process one row of A at a time. Doesn't seem to be faster to do multiple rows of A at once.*/ \ for (Index A_rowidx = 0; A_rowidx < A_rows; ++A_rowidx) { \ const Register *A_row = reinterpret_cast<const Register*>(A + A_rowidx * width); \ /* These will be packed 32-bit integers containing sums for each row of B multiplied by the row of A. \ Iterate over shared (inner) dimension.*/ \ int k = 0; \ Register a = *(A_row + k); \ Register sum0 = madd_epi16(a, *(B0_col + k * 8)); \ Register sum1 = madd_epi16(a, *(B0_col + k * 8 + 1)); \ Register sum2 = madd_epi16(a, *(B0_col + k * 8 + 2)); \ Register sum3 = madd_epi16(a, *(B0_col + k * 8 + 3)); \ Register sum4 = madd_epi16(a, *(B0_col + k * 8 + 4)); \ Register sum5 = madd_epi16(a, *(B0_col + k * 8 + 5)); \ Register sum6 = madd_epi16(a, *(B0_col + k * 8 + 6)); \ Register sum7 = madd_epi16(a, *(B0_col + k * 8 + 7)); \ for (int k = 1; k < simd_width; ++k) { \ Register a = *(A_row + k); \ /* Multiply 16-bit, horizontally add to packed 32-bit integers.*/ \ Register mult0 = madd_epi16(a, *(B0_col + k * 8)); \ Register mult1 = madd_epi16(a, *(B0_col + k * 8 + 1)); \ Register mult2 = madd_epi16(a, *(B0_col + k * 8 + 2)); \ Register mult3 = madd_epi16(a, *(B0_col + k * 8 + 3)); \ Register mult4 = madd_epi16(a, *(B0_col + k * 8 + 4)); \ Register mult5 = madd_epi16(a, *(B0_col + k * 8 + 5)); \ Register mult6 = madd_epi16(a, *(B0_col + k * 8 + 6)); \ Register mult7 = madd_epi16(a, *(B0_col + k * 8 + 7)); \ /* Sum packed 32-bit integers with danger of overflow. TODO: accumulate in 64-bit every so often.*/ \ sum0 = add_epi32(sum0, mult0); \ sum1 = add_epi32(sum1, mult1); \ sum2 = add_epi32(sum2, mult2); \ sum3 = add_epi32(sum3, mult3); \ sum4 = add_epi32(sum4, mult4); \ sum5 = add_epi32(sum5, mult5); \ sum6 = add_epi32(sum6, mult6); \ sum7 = add_epi32(sum7, mult7); \ } \ /* Reduce sums within 128-bit lanes.*/ \ Register pack0123 = Pack0123(sum0, sum1, sum2, sum3); \ Register pack4567 = Pack0123(sum4, sum5, sum6, sum7); \ /*The specific implementation may need to reduce further.*/ \ auto total = PermuteSummer(pack0123, pack4567); \ RunCallback(callback_impl, total, A_rowidx, B0_colidx, A_rows, B_cols); \ } \ } \ } \ //An int8_prepbias version of the above code, using the add 127 technique #define INTGEMM_PREPAREBIASFOR8(Register, target, cpu_type) \ template <class Callback> target static void PrepareBias(const int8_t *B, Index width, Index B_cols, Callback callback) { \ assert(width % (sizeof(Register) / sizeof(int8_t)) == 0); \ assert(B_cols % 8 == 0); \ assert(reinterpret_cast<uintptr_t>(B) % sizeof(Register) == 0); \ const int simd_width = width / (sizeof(Register) / sizeof(int8_t)); \ auto callback_impl = callbacks::CallbackImpl<cpu_type, Callback>(callback); \ const Register a = set1_epi8<Register>(1); \ _Pragma("omp for") \ for (Index B0_colidx = 0; B0_colidx < B_cols; B0_colidx += 8) { \ const Register *B0_col = reinterpret_cast<const Register *>(B) + simd_width * B0_colidx; \ /*const Register *A_row = reinterpret_cast<const Register*>(A + A_rowidx * width);*/ \ /* These will be packed 16-bit integers containing sums for each row of B multiplied by the row of A. \ Iterate over shared (inner) dimension.*/ \ int k = 0; \ Register sum0 = maddubs_epi16(a, *(B0_col + k * 8)); \ Register sum1 = maddubs_epi16(a, *(B0_col + k * 8 + 1)); \ Register sum2 = maddubs_epi16(a, *(B0_col + k * 8 + 2)); \ Register sum3 = maddubs_epi16(a, *(B0_col + k * 8 + 3)); \ Register sum4 = maddubs_epi16(a, *(B0_col + k * 8 + 4)); \ Register sum5 = maddubs_epi16(a, *(B0_col + k * 8 + 5)); \ Register sum6 = maddubs_epi16(a, *(B0_col + k * 8 + 6)); \ Register sum7 = maddubs_epi16(a, *(B0_col + k * 8 + 7)); \ /* Upcast to 32-bit and horizontally add. Seems a bit faster if this is declared here.*/ \ Register ones = set1_epi16<Register>(1); \ sum0 = madd_epi16(sum0, ones); \ sum1 = madd_epi16(sum1, ones); \ sum2 = madd_epi16(sum2, ones); \ sum3 = madd_epi16(sum3, ones); \ sum4 = madd_epi16(sum4, ones); \ sum5 = madd_epi16(sum5, ones); \ sum6 = madd_epi16(sum6, ones); \ sum7 = madd_epi16(sum7, ones); \ for (int k = 1; k < simd_width; ++k) { \ /*Register a = *(A_row + k);*/ \ /* Multiply 8-bit, horizontally add to packed 16-bit integers.*/ \ Register mult0 = maddubs_epi16(a, *(B0_col + k * 8)); \ Register mult1 = maddubs_epi16(a, *(B0_col + k * 8 + 1)); \ Register mult2 = maddubs_epi16(a, *(B0_col + k * 8 + 2)); \ Register mult3 = maddubs_epi16(a, *(B0_col + k * 8 + 3)); \ Register mult4 = maddubs_epi16(a, *(B0_col + k * 8 + 4)); \ Register mult5 = maddubs_epi16(a, *(B0_col + k * 8 + 5)); \ Register mult6 = maddubs_epi16(a, *(B0_col + k * 8 + 6)); \ Register mult7 = maddubs_epi16(a, *(B0_col + k * 8 + 7)); \ /* Upcast to 32-bit and horizontally add.*/ \ mult0 = madd_epi16(mult0, ones); \ mult1 = madd_epi16(mult1, ones); \ mult2 = madd_epi16(mult2, ones); \ mult3 = madd_epi16(mult3, ones); \ mult4 = madd_epi16(mult4, ones); \ mult5 = madd_epi16(mult5, ones); \ mult6 = madd_epi16(mult6, ones); \ mult7 = madd_epi16(mult7, ones); \ /*Add in 32bit*/ \ sum0 = add_epi32(sum0, mult0); \ sum1 = add_epi32(sum1, mult1); \ sum2 = add_epi32(sum2, mult2); \ sum3 = add_epi32(sum3, mult3); \ sum4 = add_epi32(sum4, mult4); \ sum5 = add_epi32(sum5, mult5); \ sum6 = add_epi32(sum6, mult6); \ sum7 = add_epi32(sum7, mult7); \ \ } \ /* Reduce sums within 128-bit lanes.*/ \ Register pack0123 = Pack0123(sum0, sum1, sum2, sum3); \ Register pack4567 = Pack0123(sum4, sum5, sum6, sum7); \ /*The specific implementation may need to reduce further.*/ \ auto total = PermuteSummer(pack0123, pack4567); \ RunCallback(callback_impl, total, 0, B0_colidx, 1, B_cols); \ } \ } \ //An int8 version of the above code, using the add 127 technique #define INTGEMM_MULTIPLY8SHIFT(Register, target, cpu_type) \ template <class Callback> target static void Multiply8Shift(const uint8_t *A, const int8_t *B, Index A_rows, Index width, Index B_cols, Callback callback) { \ assert(width % (sizeof(Register) / sizeof(int8_t)) == 0); \ assert(B_cols % 8 == 0); \ assert(reinterpret_cast<uintptr_t>(A) % sizeof(Register) == 0); \ assert(reinterpret_cast<uintptr_t>(B) % sizeof(Register) == 0); \ const int simd_width = width / (sizeof(Register) / sizeof(int8_t)); \ auto callback_impl = callbacks::CallbackImpl<cpu_type, Callback>(callback); \ _Pragma("omp for") \ for (Index B0_colidx = 0; B0_colidx < B_cols; B0_colidx += 8) { \ const Register *B0_col = reinterpret_cast<const Register *>(B) + simd_width * B0_colidx; \ /* Process one row of A at a time. Doesn't seem to be faster to do multiple rows of A at once.*/ \ for (Index A_rowidx = 0; A_rowidx < A_rows; ++A_rowidx) { \ const Register *A_row = reinterpret_cast<const Register*>(A + A_rowidx * width); \ /* These will be packed 16-bit integers containing sums for each row of B multiplied by the row of A. \ Iterate over shared (inner) dimension.*/ \ int k = 0; \ Register a = *(A_row + k); \ Register sum0 = maddubs_epi16(a, *(B0_col + k * 8)); \ Register sum1 = maddubs_epi16(a, *(B0_col + k * 8 + 1)); \ Register sum2 = maddubs_epi16(a, *(B0_col + k * 8 + 2)); \ Register sum3 = maddubs_epi16(a, *(B0_col + k * 8 + 3)); \ Register sum4 = maddubs_epi16(a, *(B0_col + k * 8 + 4)); \ Register sum5 = maddubs_epi16(a, *(B0_col + k * 8 + 5)); \ Register sum6 = maddubs_epi16(a, *(B0_col + k * 8 + 6)); \ Register sum7 = maddubs_epi16(a, *(B0_col + k * 8 + 7)); \ /* Upcast to 32-bit and horizontally add. Seems a bit faster if this is declared here.*/ \ Register ones = set1_epi16<Register>(1); \ sum0 = madd_epi16(sum0, ones); \ sum1 = madd_epi16(sum1, ones); \ sum2 = madd_epi16(sum2, ones); \ sum3 = madd_epi16(sum3, ones); \ sum4 = madd_epi16(sum4, ones); \ sum5 = madd_epi16(sum5, ones); \ sum6 = madd_epi16(sum6, ones); \ sum7 = madd_epi16(sum7, ones); \ for (int k = 1; k < simd_width; ++k) { \ Register a = *(A_row + k); \ /* Multiply 8-bit, horizontally add to packed 16-bit integers.*/ \ Register mult0 = maddubs_epi16(a, *(B0_col + k * 8)); \ Register mult1 = maddubs_epi16(a, *(B0_col + k * 8 + 1)); \ Register mult2 = maddubs_epi16(a, *(B0_col + k * 8 + 2)); \ Register mult3 = maddubs_epi16(a, *(B0_col + k * 8 + 3)); \ Register mult4 = maddubs_epi16(a, *(B0_col + k * 8 + 4)); \ Register mult5 = maddubs_epi16(a, *(B0_col + k * 8 + 5)); \ Register mult6 = maddubs_epi16(a, *(B0_col + k * 8 + 6)); \ Register mult7 = maddubs_epi16(a, *(B0_col + k * 8 + 7)); \ /* Upcast to 32-bit and horizontally add.*/ \ mult0 = madd_epi16(mult0, ones); \ mult1 = madd_epi16(mult1, ones); \ mult2 = madd_epi16(mult2, ones); \ mult3 = madd_epi16(mult3, ones); \ mult4 = madd_epi16(mult4, ones); \ mult5 = madd_epi16(mult5, ones); \ mult6 = madd_epi16(mult6, ones); \ mult7 = madd_epi16(mult7, ones); \ /*Add in 32bit*/ \ sum0 = add_epi32(sum0, mult0); \ sum1 = add_epi32(sum1, mult1); \ sum2 = add_epi32(sum2, mult2); \ sum3 = add_epi32(sum3, mult3); \ sum4 = add_epi32(sum4, mult4); \ sum5 = add_epi32(sum5, mult5); \ sum6 = add_epi32(sum6, mult6); \ sum7 = add_epi32(sum7, mult7); \ \ } \ /* Reduce sums within 128-bit lanes.*/ \ Register pack0123 = Pack0123(sum0, sum1, sum2, sum3); \ Register pack4567 = Pack0123(sum4, sum5, sum6, sum7); \ /*The specific implementation may need to reduce further.*/ \ auto total = PermuteSummer(pack0123, pack4567); \ RunCallback(callback_impl, total, A_rowidx, B0_colidx, A_rows, B_cols); \ } \ } \ } \ /* 8-bit matrix multiply used by AVX and AVX2. * These have two peculiar properties: * 1. The sign instructions don't exist in AVX512. * 2. 16 registers means gcc's register allocation failed so I wrote it in my * own asm. * 3. They support 3-argument vpsignb and vpmaddubsw. * * Fun fact: AVX introduced the three-argument vpsignb and vpmaddubsw but only * for 128-bit, despite the primary change in AVX being the addition of * 256-bit. We had to wait for INTGEMM_AVX2 to get 256-bit versions of vpsignb and * vpmaddubsw. That's why this code is generic over 128-bit or 256-bit. */ INTGEMM_AVX2 inline static void InnerINTGEMM_AVX2( __m256i a, const __m256i *b, __m256i &sum0, __m256i &sum1, __m256i &sum2, __m256i &sum3, __m256i &sum4, __m256i &sum5, __m256i &sum6, __m256i &sum7) { // Annoyingly the only 8-bit multiply is signed * unsigned (maddubs). // So we take the sign bits off of a and apply them each b in a * b. // // We have only 16 YMM registers but we want to store: // 1 for a (or |a|) // 8 temporaries for applying sign to each column of B. // 8 sums. // // gcc's register allocator does: // 1 for a, do all the sign application, then overwrite with |a| // 8 temporaries // 7 sums in registers + 1 on the stack // // But it's possible to complete an operation early, freeing up its // temporary register for reuse. But completing an operation early // requires us to have |a| for vpmaddubsw while completing the later // operation needs a again to apply sign. // // So we do two columns, 0 and 1, early. This allows b0_b6 and b1_b7 // to be reused by columns 6 and 7, respectively. And there's enough // registers to store both a and |a|. // // These are the temporary variables used to process each column of b. // We let the compiler choose which register number is which, but force // it to allocate all registers. __m256i absa; __m256i b0_b6, b1_b7, b2, b3, b4, b5; // Maybe this will tell gcc that we're accessing 8 registers starting // at B_live. Though I doubt it because we're passing the address as a // register. typedef struct { __m256i x[8]; } B_range; asm( // Copy the first 6 columns of b to registers. We assume B has // been rearranged so that these 8 columns are consecutive. // vpsignb does not take a memory address as its second argument, // so this can't be inlined into vsignb. "vmovdqa (%[B]), %[b0_b6]\n" "vmovdqa %c[size](%[B]), %[b1_b7]\n" // These multiplies are executed by the assembler, not by the CPU // at run time. // I would have liked to just initialize b2 etc above but that // would make it an input argument "+x" instead of "=&x". And +x // counts as two operands for purposes of gcc's annoying 30-operand // limit. "vmovdqa 2*%c[size](%[B]), %[b2]\n" "vmovdqa 3*%c[size](%[B]), %[b3]\n" "vmovdqa 4*%c[size](%[B]), %[b4]\n" "vmovdqa 5*%c[size](%[B]), %[b5]\n" // Store the absolute value of a in absa. "vpabsb %[a], %[absa]\n" // If a byte of a is negative, negate the corresponding byte in // b0_b6 etc. "vpsignb %[a], %[b0_b6], %[b0_b6]\n" "vpsignb %[a], %[b1_b7], %[b1_b7]\n" // Multiply signed * unsigned then horizontally add to form packed // 16-bit integers: // b0[0] * |a|[0] + b0[1] * |a|[1], b0[2] * |a|[2] + b0[3] * |a|[3], ... "vpmaddubsw %[b0_b6], %[absa], %[b0_b6]\n" "vpmaddubsw %[b1_b7], %[absa], %[b1_b7]\n" // vpmaddubsw has latency 5 so work on some other sign bits while // we're at it. "vpsignb %[a], %[b2], %[b2]\n" "vpsignb %[a], %[b3], %[b3]\n" "vpsignb %[a], %[b4], %[b4]\n" "vpsignb %[a], %[b5], %[b5]\n" // Perform a 16-bit add with saturation to accumlate sums. "vpaddsw %[b0_b6], %[sum0], %[sum0]\n" // Now we can reuse b0_b6 for b6 "vmovdqa 6*%c[size](%[B]), %[b0_b6]\n" "vpaddsw %[b1_b7], %[sum1], %[sum1]\n" // Now we can reuse b1_b7 for b7 "vmovdqa 7*%c[size](%[B]), %[b1_b7]\n" // More crunching while the load happens. "vpmaddubsw %[b2], %[absa], %[b2]\n" "vpmaddubsw %[b3], %[absa], %[b3]\n" "vpmaddubsw %[b4], %[absa], %[b4]\n" "vpsignb %[a], %[b0_b6], %[b0_b6]\n" "vpsignb %[a], %[b1_b7], %[b1_b7]\n" "vpmaddubsw %[b5], %[absa], %[b5]\n" "vpmaddubsw %[b0_b6], %[absa], %[b0_b6]\n" "vpmaddubsw %[b1_b7], %[absa], %[b1_b7]\n" "vpaddsw %[b2], %[sum2], %[sum2]\n" "vpaddsw %[b3], %[sum3], %[sum3]\n" "vpaddsw %[b4], %[sum4], %[sum4]\n" "vpaddsw %[b5], %[sum5], %[sum5]\n" "vpaddsw %[b0_b6], %[sum6], %[sum6]\n" "vpaddsw %[b1_b7], %[sum7], %[sum7]\n" : [sum0] "+x" (sum0), [sum1] "+x" (sum1), [sum2] "+x" (sum2), [sum3] "+x" (sum3), [sum4] "+x" (sum4), [sum5] "+x" (sum5), [sum6] "+x" (sum6), [sum7] "+x" (sum7), [b0_b6] "=&x" (b0_b6), [b1_b7] "=&x" (b1_b7), [b2] "=&x" (b2), [b3] "=&x" (b3), [b4] "=&x" (b4), [b5] "=&x" (b5), [absa] "=&x" (absa) : // I would like to use m here but that non-deterministically // chooses %(eax) or -256$(eax) and there's no way to add to that // memory address: // https://gcc.gnu.org/ml/gcc-help/2011-04/msg00518.html // [B] "r" (reinterpret_cast<const B_range*>(b)), [a] "x" (a), [size] "i" (sizeof(__m256i)) ); } // For INTGEMM_SSSE3 without AVX INTGEMM_SSSE3 inline static void InnerINTGEMM_SSSE3( __m128i a, const __m128i *b, __m128i &sum0, __m128i &sum1, __m128i &sum2, __m128i &sum3, __m128i &sum4, __m128i &sum5, __m128i &sum6, __m128i &sum7) { __m128i a_positive = abs_epi8(a); sum0 = adds_epi16(sum0, maddubs_epi16(a_positive, sign_epi8(b[0], a))); sum1 = adds_epi16(sum1, maddubs_epi16(a_positive, sign_epi8(b[1], a))); sum2 = adds_epi16(sum2, maddubs_epi16(a_positive, sign_epi8(b[2], a))); sum3 = adds_epi16(sum3, maddubs_epi16(a_positive, sign_epi8(b[3], a))); sum4 = adds_epi16(sum4, maddubs_epi16(a_positive, sign_epi8(b[4], a))); sum5 = adds_epi16(sum5, maddubs_epi16(a_positive, sign_epi8(b[5], a))); sum6 = adds_epi16(sum6, maddubs_epi16(a_positive, sign_epi8(b[6], a))); sum7 = adds_epi16(sum7, maddubs_epi16(a_positive, sign_epi8(b[7], a))); } //INTGEMM_AVX2 or INTGEMM_SSSE3 multiply #define INTGEMM_MULTIPLY8(Register, target, cpu_type) \ template <typename Callback> target static void Multiply(const int8_t *A, const int8_t *B, Index A_rows, Index width, Index B_cols, Callback callback) { \ assert(width % sizeof(Register) == 0); \ assert(B_cols % 8 == 0); \ assert(reinterpret_cast<uintptr_t>(A) % sizeof(Register) == 0); \ assert(reinterpret_cast<uintptr_t>(B) % sizeof(Register) == 0); \ const int simd_width = width / sizeof(Register); \ auto callback_impl = callbacks::CallbackImpl<cpu_type, Callback>(callback); \ _Pragma("omp for") \ for (Index B0_colidx = 0; B0_colidx < B_cols; B0_colidx += 8) { \ const Register *B0_col = reinterpret_cast<const Register *>(B) + simd_width * B0_colidx; \ /*Process one row of A at a time. Doesn't seem to be faster to do multiple rows of A at once.*/ \ for (Index A_rowidx = 0; A_rowidx < A_rows; ++A_rowidx) { \ /*Iterate over shared (inner) dimension.*/ \ const Register *A_live = reinterpret_cast<const Register *>(A + A_rowidx * width); \ const Register *A_end = A_live + simd_width; \ const Register *B_live = B0_col; \ /* Rather than initializing as zeros and adding, just initialize the first.*/ \ Register a = *(A_live++); \ Register a_positive = abs_epi8(a); \ /* These will be packed 16-bit integers containing sums for each column of B multiplied by the row of A.*/ \ Register sum0 = maddubs_epi16(a_positive, sign_epi8(B_live[0], a)); \ Register sum1 = maddubs_epi16(a_positive, sign_epi8(B_live[1], a)); \ Register sum2 = maddubs_epi16(a_positive, sign_epi8(B_live[2], a)); \ Register sum3 = maddubs_epi16(a_positive, sign_epi8(B_live[3], a)); \ Register sum4 = maddubs_epi16(a_positive, sign_epi8(B_live[4], a)); \ Register sum5 = maddubs_epi16(a_positive, sign_epi8(B_live[5], a)); \ Register sum6 = maddubs_epi16(a_positive, sign_epi8(B_live[6], a)); \ Register sum7 = maddubs_epi16(a_positive, sign_epi8(B_live[7], a)); \ B_live += 8; \ /* Use A as the loop variable so the add can be done where gcc likes it for branch prediction.*/ \ for (; A_live != A_end; ++A_live, B_live += 8) { \ Inner##target(*A_live, B_live, sum0, sum1, sum2, sum3, sum4, sum5, sum6, sum7); \ } \ /* Convert 16-bit to 32-bit and add, not caring what parts are added. * Implementations: * 1. https://github.com/tesseract-ocr/tesseract/blob/master/src/arch/intsimdmatrixavx2.cpp#L67 under Apache license: * This does a multiply by 1 and horizontal add: * _mm512_madd_epi16(sum, _mm512_set1_epi16(1)) * Current fastest. * * 2. Signed extension and fold halves: * sum = _mm512_add_epi32( * _mm512_cvtepi16_epi32(_mm512_castsi512_si256(sum)), * _mm512_cvtepi16_epi32(_mm512_extracti64x4_epi64(sum, 1))); * * 3. Sign extend by abuse of bitshift, then add. * sum = _mm512_add_epi32( * _mm512_srai_epi32(_mm512_slli_epi32(sum, 16), 16), * _mm512_srai_epi32(sum, 16)); */ \ Register ones = set1_epi16<Register>(1); \ sum0 = madd_epi16(sum0, ones); \ sum1 = madd_epi16(sum1, ones); \ sum2 = madd_epi16(sum2, ones); \ sum3 = madd_epi16(sum3, ones); \ sum4 = madd_epi16(sum4, ones); \ sum5 = madd_epi16(sum5, ones); \ sum6 = madd_epi16(sum6, ones); \ sum7 = madd_epi16(sum7, ones); \ Register pack0123 = Pack0123(sum0, sum1, sum2, sum3); \ Register pack4567 = Pack0123(sum4, sum5, sum6, sum7); \ auto total = PermuteSummer(pack0123, pack4567); \ RunCallback(callback_impl, total, A_rowidx, B0_colidx, A_rows, B_cols); \ } \ } \ } /* Wrap a multiply call in OMP parallelism. Here it launches threads then * inside the implementation there is a pragma omp for. In gcc >= 8 these * could have been the same but older compilers don't imbue target attributes * on the hidden function created by pragma omp parallel. * * Also, gcc 7 is unable to deduce the function pointer type (for ChooseCPU) if * I use typename Backend::Integer directly in the arguments. As a workaround, * have a default template argument Integer then use that so it's resolved. */ template <class Callback, class Backend, class Integer = typename Backend::Integer> static inline void OMPParallelWrap(const Integer *A, const Integer *B, Index A_rows, Index width, Index B_cols, Callback callback) { #pragma omp parallel Backend::template Multiply<Callback>(A, B, A_rows, width, B_cols, callback); } template <class Callback, class Backend> static inline void OMPParallelWrap8Shift(const uint8_t *A, const int8_t *B, Index A_rows, Index width, Index B_cols, Callback callback) { #pragma omp parallel Backend::template Multiply8Shift<Callback>(A, B, A_rows, width, B_cols, callback); } #define INTGEMM_MAXABSOLUTE(Register, target) \ target static inline float MaxAbsolute(const float *begin_float, const float *end_float) { \ assert(end_float > begin_float); \ assert(reinterpret_cast<uintptr_t>(begin_float) % sizeof(Register) == 0); \ const Register *begin = reinterpret_cast<const Register*>(begin_float); \ const float *end_reg = end_float - (reinterpret_cast<uintptr_t>(end_float) % sizeof(Register)) / sizeof(float); \ const Register *end = reinterpret_cast<const Register*>(end_reg); \ union {float f; int32_t i;} and_convert, float_convert; \ and_convert.i = 0x7fffffff; \ Register and_me = set1_ps<Register>(and_convert.f); \ Register highest = setzero_ps<Register>(); \ for (; begin < end; ++begin) { \ Register reg = and_ps(and_me, *begin); \ highest = max_ps(highest, reg); \ } \ float ret = MaxFloat32(highest); \ /* Overhang: this would be more efficient if done in a single SIMD operation with some zeroing */ \ for (const float *i = end_reg; i < end_float; ++i) { \ float_convert.f = *i; \ float_convert.i &= and_convert.i; \ ret = std::max(ret, float_convert.f); \ } \ return ret; \ } \ #define INTGEMM_VECTORMEANSTD(Register, target) \ target static inline MeanStd VectorMeanStd(const float *begin_float, const float *end_float, bool absolute) { \ /* Computes the euclidean norm and returns the mean and the standard deviation. Optionally it can be the mean and standard deviation in absolute terms. */ \ assert(end_float > begin_float); \ assert((end_float - begin_float) % (sizeof(Register) / sizeof(float)) == 0); \ size_t num_items = end_float - begin_float; \ const Register *begin = reinterpret_cast<const Register*>(begin_float); \ const Register *end = reinterpret_cast<const Register*>(end_float); \ Register squares = set1_ps<Register>(0); \ Register sums = set1_ps<Register>(0); \ if (absolute) { \ const Register mask = set1_ps<Register>(-0.f); \ for (; begin != end; begin++) { \ Register vec = *begin; \ vec = andnot_ps(mask, vec); \ squares = add_ps(squares, mul_ps(vec, vec)); \ sums = add_ps(sums, vec); \ } \ } else { \ for (; begin != end; begin++) { \ Register vec = *begin; \ squares = add_ps(squares, mul_ps(vec, vec)); \ sums = add_ps(sums, vec); \ } \ } \ float squares_sum = horizontalSum(squares); \ float normal_sums = horizontalSum(sums); \ MeanStd ret; \ ret.mean = normal_sums/num_items; \ ret.stddev = std::sqrt((squares_sum/num_items) - (ret.mean*ret.mean)); \ return ret; \ } \ } // namespace intgemm
RungeSolver4.h
#include "../DifferentialSolver.h" template <typename Scalar> class RungeSolver: public DifferentialSolver<Scalar> { public: using DifferentialSolver<Scalar>::timeStep; using DifferentialSolver<Scalar>::currTime; RungeSolver(): DifferentialSolver<Scalar>() {} void SetSystem(DifferentialSystem<Scalar>* system) override { this->system = system; currCoords = new Scalar[system->GetMaxDimentionsCount()]; nextCoords = new Scalar[system->GetMaxDimentionsCount()]; probeCoords = new Scalar[system->GetMaxDimentionsCount()]; oldCoords = (system->GetHierarchyLevelsCount() > 1) ? new Scalar[system->GetMaxDimentionsCount()] : nullptr; k1 = new Scalar[system->GetMaxDimentionsCount()]; k2 = new Scalar[system->GetMaxDimentionsCount()]; k3 = new Scalar[system->GetMaxDimentionsCount()]; k4 = new Scalar[system->GetMaxDimentionsCount()]; currTime = Scalar(0.0); } ~RungeSolver() { if (system->GetHierarchyLevelsCount() > 1) { delete[] oldCoords; } delete [] currCoords; delete [] nextCoords; delete [] probeCoords; delete [] k1; delete [] k2; delete [] k3; delete [] k4; } int GetPhasesCount() const override { return 4; } void InitStep(Scalar timeStep, Scalar tolerance, bool updateInitialCoords) override { DifferentialSolver<Scalar>::InitStep(timeStep, tolerance, updateInitialCoords); if (system->GetHierarchyLevelsCount() == 1) { system->GetCurrCoords(currTime, currCoords); } } void InitStep(const SolverState& solverState) override { if (system->GetHierarchyLevelsCount() > 1) { system->GetCurrCoords(currTime, currCoords, oldCoords, solverState); } } bool AdvancePhase(const SolverState& solverState) override { Scalar currStep = timeStep * (1 << solverState.hierarchyLevel); switch (solverState.phaseIndex) { case 0: { system->GetCurrDerivatives(k1, solverState); #pragma omp parallel for for(int coordIndex = 0; coordIndex < system->GetDimentionsCount(solverState); coordIndex++) { probeCoords[coordIndex] = currCoords[coordIndex] + Scalar(0.5) * k1[coordIndex] * currStep; } system->SetCurrCoords(currTime + currStep * Scalar(0.5), probeCoords, solverState); } break; case 1: { system->GetCurrDerivatives(k2, solverState); #pragma omp parallel for for (int coordIndex = 0; coordIndex < system->GetDimentionsCount(solverState); coordIndex++) { probeCoords[coordIndex] = currCoords[coordIndex] + Scalar(0.5) * k2[coordIndex] * currStep; } system->SetCurrCoords(currTime + currStep * Scalar(0.5), probeCoords, solverState); } break; case 2: { system->GetCurrDerivatives(k3, solverState); #pragma omp parallel for for (int coordIndex = 0; coordIndex < system->GetDimentionsCount(solverState); coordIndex++) { probeCoords[coordIndex] = currCoords[coordIndex] + k3[coordIndex] * currStep; } system->SetCurrCoords(currTime + currStep, probeCoords, solverState); } break; case 3: { system->GetCurrDerivatives(k4, solverState); #pragma omp parallel for for (int coordIndex = 0; coordIndex < system->GetDimentionsCount(solverState); coordIndex++) { nextCoords[coordIndex] = currCoords[coordIndex] + currStep * (k1[coordIndex] + Scalar(2.0) * k2[coordIndex] + Scalar(2.0) * k3[coordIndex] + k4[coordIndex]) / Scalar(6.0); } } break; } return true; } void AdvanceStep(const SolverState& solverState) override { if (solverState.IsPreInitial()) { currTime += timeStep; } if (system->GetHierarchyLevelsCount() > 1) { system->SetCurrCoords(currTime, nextCoords, oldCoords, solverState); } else { system->SetCurrCoords(currTime, nextCoords); } } void RevertStep(Scalar) override { // never will be called } Scalar GetLastStepError() const override { return Scalar(1.0); } Scalar GetTimeStepPrediction() const override { return system->GetTimeStepPrediction() * Scalar(0.25); } private: Scalar *currCoords; Scalar *nextCoords; Scalar *probeCoords; Scalar *oldCoords; Scalar *k1; Scalar *k2; Scalar *k3; Scalar *k4; DifferentialSystem<Scalar> *system; };