// ================================================================================================= // 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 Xger kernels for rank-1 matrix update. // // ================================================================================================= // 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"( // ================================================================================================= // Regular version of the rank-1 matrix update kernel (GER, GERU, GERC) #if RELAX_WORKGROUP_SIZE == 1 __kernel #else __kernel __attribute__((reqd_work_group_size(WGS1, WGS2, 1))) #endif void Xger(const int max1, const int max2, const real_arg arg_alpha, const __global real* restrict xgm, const int x_offset, const int x_inc, const __global real* ygm, const int y_offset, const int y_inc, __global real* restrict agm, const int a_offset, const int a_ld, const int is_rowmajor) { const real alpha = GetRealArg(arg_alpha); // Register storage for X and Y #pragma promote_to_registers real xvalues[WPT]; #pragma promote_to_registers real yvalues[WPT]; // Row-major version if (is_rowmajor) { // Loads the X-vector #pragma unroll for (int _w = 0; _w < WPT; _w += 1) { const int id2 = _w*get_global_size(1) + get_global_id(1); xvalues[_w] = LoadVector(id2, max2, xgm, x_offset, x_inc, false); } // Loads the Y-vector #pragma unroll for (int _w = 0; _w < WPT; _w += 1) { const int id1 = _w*get_global_size(0) + get_global_id(0); yvalues[_w] = LoadVector(id1, max1, ygm, y_offset, y_inc, true); } // Loops over the work per thread twice #pragma unroll for (int _w1 = 0; _w1 < WPT; _w1 += 1) { #pragma unroll for (int _w2 = 0; _w2 < WPT; _w2 += 1) { // Global thread IDs const int id1 = _w1*get_global_size(0) + get_global_id(0); const int id2 = _w2*get_global_size(1) + get_global_id(1); // Loads A, performs the operation, and stores the result into A MatrixUpdate(id1, id2, max1, max2, agm, a_offset, a_ld, alpha, xvalues[_w2], yvalues[_w1], false); } } } // Col-major version else { // Loads the X-vector #pragma unroll for (int _w = 0; _w < WPT; _w += 1) { const int id1 = _w*get_global_size(0) + get_global_id(0); xvalues[_w] = LoadVector(id1, max1, xgm, x_offset, x_inc, false); } // Loads the Y-vector #pragma unroll for (int _w = 0; _w < WPT; _w += 1) { const int id2 = _w*get_global_size(1) + get_global_id(1); yvalues[_w] = LoadVector(id2, max2, ygm, y_offset, y_inc, true); } // Loops over the work per thread twice #pragma unroll for (int _w1 = 0; _w1 < WPT; _w1 += 1) { #pragma unroll for (int _w2 = 0; _w2 < WPT; _w2 += 1) { // Global thread IDs const int id1 = _w1*get_global_size(0) + get_global_id(0); const int id2 = _w2*get_global_size(1) + get_global_id(1); // Loads A, performs the operation, and stores the result into A MatrixUpdate(id1, id2, max1, max2, agm, a_offset, a_ld, alpha, xvalues[_w1], yvalues[_w2], false); } } } } // ================================================================================================= // End of the C++11 raw string literal )" // =================================================================================================