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// =================================================================================================
// 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 <www.cedricnugteren.nl>
//
// 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)
__attribute__((reqd_work_group_size(WGS1, WGS2, 1)))
__kernel 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
real xvalues[WPT];
real yvalues[WPT];
// Row-major version
if (is_rowmajor) {
// Loads the X-vector
#pragma unroll
for (int w=0; w<WPT; ++w) {
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) {
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) {
#pragma unroll
for (int w2=0; w2<WPT; ++w2) {
// 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) {
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) {
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) {
#pragma unroll
for (int w2=0; w2<WPT; ++w2) {
// 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
)"
// =================================================================================================
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