// ================================================================================================= // 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 is part 4 of 4 of the GEMM kernel. See part 1 for more information. // // ================================================================================================= // Enables loading of this file using the C++ pre-processor's #include (C++11 standard raw string // literal). Comment-out this line for syntax-highlighting when developing. R"( // The upper-triangular and lower-triangular kernels are only used in special cases #if defined(ROUTINE_SYRK) || defined(ROUTINE_HERK) || defined(ROUTINE_SYR2K) || defined(ROUTINE_HER2K) // Main entry point of the kernel. This is the upper-triangular version. __kernel __attribute__((reqd_work_group_size(MDIMC, NDIMC, 1))) void XgemmUpper(const int kSizeN, const int kSizeK, const real_arg arg_alpha, const real_arg arg_beta, const __global realM* restrict agm, const __global realN* restrict bgm, __global realM* cgm) { const real alpha = GetRealArg(arg_alpha); const real beta = GetRealArg(arg_beta); // Skip these threads if they do not contain threads contributing to the upper-triangle if ((GetGroupID1() + 1)*NWG < GetGroupID0()*MWG) { return; } // Allocates workgroup-private memory (local memory) #if SA == 1 __local realM alm[KWG * MWG/VWM]; #endif #if SB == 1 __local realN blm[KWG * NWG/VWN]; #endif // Computes the matrix-multiplication and stores the result in global memory #if SA == 1 && SB == 1 XgemmBody(kSizeN, kSizeN, kSizeK, agm, bgm, cgm, alpha, beta, alm, blm); #elif SA == 1 XgemmBody(kSizeN, kSizeN, kSizeK, agm, bgm, cgm, alpha, beta, alm); #elif SB == 1 XgemmBody(kSizeN, kSizeN, kSizeK, agm, bgm, cgm, alpha, beta, blm); #else XgemmBody(kSizeN, kSizeN, kSizeK, agm, bgm, cgm, alpha, beta); #endif } // Main entry point of the kernel. This is the lower-triangular version. __kernel __attribute__((reqd_work_group_size(MDIMC, NDIMC, 1))) void XgemmLower(const int kSizeN, const int kSizeK, const real_arg arg_alpha, const real_arg arg_beta, const __global realM* restrict agm, const __global realN* restrict bgm, __global realM* cgm) { const real alpha = GetRealArg(arg_alpha); const real beta = GetRealArg(arg_beta); // Skip these threads if they do not contain threads contributing to the lower-triangle if (GetGroupID1()*NWG > (GetGroupID0() + 1)*MWG) { return; } // Allocates workgroup-private memory (local memory) #if SA == 1 __local realM alm[KWG * MWG/VWM]; #endif #if SB == 1 __local realN blm[KWG * NWG/VWN]; #endif // Computes the matrix-multiplication and stores the result in global memory #if SA == 1 && SB == 1 XgemmBody(kSizeN, kSizeN, kSizeK, agm, bgm, cgm, alpha, beta, alm, blm); #elif SA == 1 XgemmBody(kSizeN, kSizeN, kSizeK, agm, bgm, cgm, alpha, beta, alm); #elif SB == 1 XgemmBody(kSizeN, kSizeN, kSizeK, agm, bgm, cgm, alpha, beta, blm); #else XgemmBody(kSizeN, kSizeN, kSizeK, agm, bgm, cgm, alpha, beta); #endif } // ================================================================================================= // If not using a triangular version, include the regular kernel #else // Main entry point of the kernel. This is the regular full version. __kernel __attribute__((reqd_work_group_size(MDIMC, NDIMC, 1))) void Xgemm(const int kSizeM, const int kSizeN, const int kSizeK, const real_arg arg_alpha, const real_arg arg_beta, const __global realM* restrict agm, const __global realN* restrict bgm, __global realM* cgm, const int b_offset, const int c_offset) { const real alpha = GetRealArg(arg_alpha); const real beta = GetRealArg(arg_beta); // Adds the offsets (in case of use of a single temporary buffer for A, B, and C) bgm = &bgm[b_offset]; cgm = &cgm[c_offset]; // Allocates workgroup-private memory (local memory) #if SA == 1 __local realM alm[KWG * MWG/VWM]; #endif #if SB == 1 __local realN blm[KWG * NWG/VWN]; #endif // Computes the matrix-multiplication and stores the result in global memory #if SA == 1 && SB == 1 XgemmBody(kSizeM, kSizeN, kSizeK, agm, bgm, cgm, alpha, beta, alm, blm); #elif SA == 1 XgemmBody(kSizeM, kSizeN, kSizeK, agm, bgm, cgm, alpha, beta, alm); #elif SB == 1 XgemmBody(kSizeM, kSizeN, kSizeK, agm, bgm, cgm, alpha, beta, blm); #else XgemmBody(kSizeM, kSizeN, kSizeK, agm, bgm, cgm, alpha, beta); #endif } #endif )" // End of the C++11 raw string literal // =================================================================================================