static void cholesky(float *matA, unsigned size, unsigned ld, unsigned nblocks)
{
starpu_data_handle_t dataA;
/* monitor and partition the A matrix into blocks :
* one block is now determined by 2 unsigned (i,j) */
starpu_matrix_data_register(&dataA, STARPU_MAIN_RAM, (uintptr_t)matA, ld, size, size, sizeof(float));
starpu_data_set_sequential_consistency_flag(dataA, 0);
struct starpu_data_filter f =
{
.filter_func = starpu_matrix_filter_vertical_block,
.nchildren = nblocks
};
struct starpu_data_filter f2 =
{
.filter_func = starpu_matrix_filter_block,
.nchildren = nblocks
};
starpu_data_map_filters(dataA, 2, &f, &f2);
_cholesky(dataA, nblocks);
starpu_data_unregister(dataA);
}
/**
* Evaluate the density of the distribution at a point defined by a two-element vector.
*/
double operator()(vector2 const & p) const {
vector2 u = _cholesky * (p - _mu);
return 0.5 * _cholesky(0, 0) * _cholesky(1, 1) * std::exp(-0.5 * dot(u, u)) / M_PI;
}
