// ================================================================================================= // This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. This // project loosely follows the Google C++ styleguide and uses a tab-size of two spaces and a max- // width of 100 characters per line. // // Author(s): // Cedric Nugteren // // This file contains the interface to the CLBlast BLAS routines. It also contains the definitions // of the returned status codes and the layout and transpose types. This is the only header users // of CLBlast should include and use. // // ================================================================================================= #ifndef CLBLAST_CLBLAST_H_ #define CLBLAST_CLBLAST_H_ #include // For size_t // Includes the normal OpenCL C header #if defined(__APPLE__) || defined(__MACOSX) #include #else #include #endif namespace clblast { // ================================================================================================= // Status codes. These codes can be returned by functions declared in this header file. The error // codes match either the standard OpenCL error codes or the clBLAS error codes. enum class StatusCode { // Status codes in common with the OpenCL standard kSuccess = 0, // CL_SUCCESS kTempBufferAllocFailure = -4, // CL_MEM_OBJECT_ALLOCATION_FAILURE kBuildProgramFailure = -11, // CL_BUILD_PROGRAM_FAILURE: OpenCL compilation error kInvalidBinary = -42, // CL_INVALID_BINARY kInvalidKernel = -48, // CL_INVALID_KERNEL kInvalidLocalNumDimensions = -53, // CL_INVALID_WORK_DIMENSION: Too many thread dimensions kInvalidLocalThreadsTotal = -54, // CL_INVALID_WORK_GROUP_SIZE: Too many threads in total kInvalidLocalThreadsDim = -55, // CL_INVALID_WORK_ITEM_SIZE: ... or for a specific dimension kInvalidTempBufferSize = -61, // CL_INVALID_BUFFER_SIZE // Status codes in common with the clBLAS library kNotImplemented = -1024, // Routine or functionality not implemented yet kInvalidMatrixA = -1022, // Matrix A is not a valid OpenCL buffer kInvalidMatrixB = -1021, // Matrix B is not a valid OpenCL buffer kInvalidMatrixC = -1020, // Matrix C is not a valid OpenCL buffer kInvalidVectorX = -1019, // Vector X is not a valid OpenCL buffer kInvalidVectorY = -1018, // Vector Y is not a valid OpenCL buffer kInvalidDimension = -1017, // Dimensions M, N, and K have to be larger than zero kInvalidLeadDimA = -1016, // LD of A is smaller than the matrix's first dimension kInvalidLeadDimB = -1015, // LD of B is smaller than the matrix's first dimension kInvalidLeadDimC = -1014, // LD of C is smaller than the matrix's first dimension kInvalidIncrementX = -1013, // Increment of vector X cannot be zero kInvalidIncrementY = -1012, // Increment of vector Y cannot be zero kInsufficientMemoryA = -1011, // Matrix A's OpenCL buffer is too small kInsufficientMemoryB = -1010, // Matrix B's OpenCL buffer is too small kInsufficientMemoryC = -1009, // Matrix C's OpenCL buffer is too small kInsufficientMemoryX = -1008, // Vector X's OpenCL buffer is too small kInsufficientMemoryY = -1007, // Vector Y's OpenCL buffer is too small // Custom additional status codes for CLBlast kKernelLaunchError = -2048, // Problem occurred when enqueuing the kernel kKernelRunError = -2047, // Problem occurred while running the kernel kInvalidLocalMemUsage = -2046, // Not enough local memory available on this device kNoHalfPrecision = -2045, // Half precision (16-bits) not supported by the device kNoDoublePrecision = -2044, // Double precision (64-bits) not supported by the device }; // Matrix layout and transpose types enum class Layout { kRowMajor, kColMajor }; enum class Transpose { kNo, kYes, kConjugate }; enum class Side { kLeft, kRight }; enum class Triangle { kUpper, kLower }; enum class Diagonal { kUnit, kNonUnit }; // Precision scoped enum (values in bits) enum class Precision { kHalf = 16, kSingle = 32, kDouble = 64, kComplexSingle = 3232, kComplexDouble = 6464 }; // ================================================================================================= // BLAS level-1 (vector-vector) routines // Templated-precision vector-times-constant plus vector: SAXPY/DAXPY/CAXPY/ZAXPY template StatusCode Axpy(const size_t n, const T alpha, const cl_mem x_buffer, const size_t x_offset, const size_t x_inc, cl_mem y_buffer, const size_t y_offset, const size_t y_inc, cl_command_queue* queue, cl_event* event); // ================================================================================================= // BLAS level-2 (matrix-vector) routines // Templated-precision generalized matrix-vector multiplication: SGEMV/DGEMV/CGEMV/ZGEMV template StatusCode Gemv(const Layout layout, const Transpose a_transpose, const size_t m, const size_t n, const T alpha, const cl_mem a_buffer, const size_t a_offset, const size_t a_ld, const cl_mem x_buffer, const size_t x_offset, const size_t x_inc, const T beta, cl_mem y_buffer, const size_t y_offset, const size_t y_inc, cl_command_queue* queue, cl_event* event); // Templated-precision hermitian matrix-vector multiplication: SHEMV/DHEMV template StatusCode Hemv(const Layout layout, const Triangle triangle, const size_t n, const T alpha, const cl_mem a_buffer, const size_t a_offset, const size_t a_ld, const cl_mem x_buffer, const size_t x_offset, const size_t x_inc, const T beta, cl_mem y_buffer, const size_t y_offset, const size_t y_inc, cl_command_queue* queue, cl_event* event); // Templated-precision symmetric matrix-vector multiplication: SSYMV/DSYMV template StatusCode Symv(const Layout layout, const Triangle triangle, const size_t n, const T alpha, const cl_mem a_buffer, const size_t a_offset, const size_t a_ld, const cl_mem x_buffer, const size_t x_offset, const size_t x_inc, const T beta, cl_mem y_buffer, const size_t y_offset, const size_t y_inc, cl_command_queue* queue, cl_event* event); // ================================================================================================= // BLAS level-3 (matrix-matrix) routines // Templated-precision generalized matrix-matrix multiplication: SGEMM/DGEMM/CGEMM/ZGEMM template StatusCode Gemm(const Layout layout, const Transpose a_transpose, const Transpose b_transpose, const size_t m, const size_t n, const size_t k, const T alpha, const cl_mem a_buffer, const size_t a_offset, const size_t a_ld, const cl_mem b_buffer, const size_t b_offset, const size_t b_ld, const T beta, cl_mem c_buffer, const size_t c_offset, const size_t c_ld, cl_command_queue* queue, cl_event* event); // Templated-precision symmetric matrix-matrix multiplication: SSYMM/DSYMM/CSYMM/ZSYMM template StatusCode Symm(const Layout layout, const Side side, const Triangle triangle, const size_t m, const size_t n, const T alpha, const cl_mem a_buffer, const size_t a_offset, const size_t a_ld, const cl_mem b_buffer, const size_t b_offset, const size_t b_ld, const T beta, cl_mem c_buffer, const size_t c_offset, const size_t c_ld, cl_command_queue* queue, cl_event* event); // Templated-precision hermitian matrix-matrix multiplication: CHEMM/ZHEMM template StatusCode Hemm(const Layout layout, const Side side, const Triangle triangle, const size_t m, const size_t n, const T alpha, const cl_mem a_buffer, const size_t a_offset, const size_t a_ld, const cl_mem b_buffer, const size_t b_offset, const size_t b_ld, const T beta, cl_mem c_buffer, const size_t c_offset, const size_t c_ld, cl_command_queue* queue, cl_event* event); // Templated-precision rank-K update of a symmetric matrix: SSYRK/DSYRK/CSYRK/ZSYRK template StatusCode Syrk(const Layout layout, const Triangle triangle, const Transpose a_transpose, const size_t n, const size_t k, const T alpha, const cl_mem a_buffer, const size_t a_offset, const size_t a_ld, const T beta, cl_mem c_buffer, const size_t c_offset, const size_t c_ld, cl_command_queue* queue, cl_event* event); // Templated-precision rank-K update of a hermitian matrix: CHERK/ZHERK template StatusCode Herk(const Layout layout, const Triangle triangle, const Transpose a_transpose, const size_t n, const size_t k, const T alpha, const cl_mem a_buffer, const size_t a_offset, const size_t a_ld, const T beta, cl_mem c_buffer, const size_t c_offset, const size_t c_ld, cl_command_queue* queue, cl_event* event); // Templated-precision rank-2K update of a symmetric matrix: SSYR2K/DSYR2K/CSYR2K/ZSYR2K template StatusCode Syr2k(const Layout layout, const Triangle triangle, const Transpose ab_transpose, const size_t n, const size_t k, const T alpha, const cl_mem a_buffer, const size_t a_offset, const size_t a_ld, const cl_mem b_buffer, const size_t b_offset, const size_t b_ld, const T beta, cl_mem c_buffer, const size_t c_offset, const size_t c_ld, cl_command_queue* queue, cl_event* event); // Templated-precision rank-2K update of a hermitian matrix: CHER2K/ZHER2K template StatusCode Her2k(const Layout layout, const Triangle triangle, const Transpose ab_transpose, const size_t n, const size_t k, const T alpha, const cl_mem a_buffer, const size_t a_offset, const size_t a_ld, const cl_mem b_buffer, const size_t b_offset, const size_t b_ld, const U beta, cl_mem c_buffer, const size_t c_offset, const size_t c_ld, cl_command_queue* queue, cl_event* event); // Templated-precision triangular matrix-matrix multiplication: STRMM/DTRMM/CTRMM/ZTRMM template StatusCode Trmm(const Layout layout, const Side side, const Triangle triangle, const Transpose a_transpose, const Diagonal diagonal, const size_t m, const size_t n, const T alpha, const cl_mem a_buffer, const size_t a_offset, const size_t a_ld, cl_mem b_buffer, const size_t b_offset, const size_t b_ld, cl_command_queue* queue, cl_event* event); // Templated-precision matrix equation solver: STRSM/DTRSM/CTRSM/ZTRSM /* template StatusCode Trsm(const Layout layout, const Side side, const Triangle triangle, const Transpose a_transpose, const Diagonal diagonal, const size_t m, const size_t n, const T alpha, const cl_mem a_buffer, const size_t a_offset, const size_t a_ld, cl_mem b_buffer, const size_t b_offset, const size_t b_ld, cl_command_queue* queue, cl_event* event); */ // ================================================================================================= } // namespace clblast // CLBLAST_CLBLAST_H_ #endif