/**
 * This version is stamped on May 10, 2016
 *
 * Contact:
 *   Louis-Noel Pouchet <pouchet.ohio-state.edu>
 *   Tomofumi Yuki <tomofumi.yuki.fr>
 *
 * Web address: http://polybench.sourceforge.net
 */
/* atax.c: this file is part of PolyBench/C */

#include <stdio.h>
#include <unistd.h>
#include <string.h>
#include <math.h>

/* Include polybench common header. */
#include <polybench.h>

/* Include benchmark-specific header. */
#include "atax.h"


/* Array initialization. */
static
void init_array (int m, int n,
		 DATA_TYPE POLYBENCH_2D(A,M,N,m,n),
		 DATA_TYPE POLYBENCH_1D(x,N,n))
{
  int i, j;
  DATA_TYPE fn;
  fn = (DATA_TYPE)n;

  for (i = 0; i < n; i++)
      x[i] = 1 + (i / fn);
  for (i = 0; i < m; i++)
    for (j = 0; j < n; j++)
      A[i][j] = (DATA_TYPE) ((i+j) % n) / (5*m);
}


/* DCE code. Must scan the entire live-out data.
   Can be used also to check the correctness of the output. */
static
void print_array(int n,
		 DATA_TYPE POLYBENCH_1D(y,N,n))

{
  int i;

  POLYBENCH_DUMP_START;
  POLYBENCH_DUMP_BEGIN("y");
  for (i = 0; i < n; i++) {
    if (i % 20 == 0) fprintf (POLYBENCH_DUMP_TARGET, "\n");
    fprintf (POLYBENCH_DUMP_TARGET, DATA_PRINTF_MODIFIER, y[i]);
  }
  POLYBENCH_DUMP_END("y");
  POLYBENCH_DUMP_FINISH;
}



void kernelP_atax0(int m, int n,
		 DATA_TYPE POLYBENCH_1D(y,N,n))
{
  int i, j;

  #pragma omp parallel for private(i)
  for (i = 0; i < _PB_N; i++)
    y[i] = 0;
}

void kernelP_atax1(int m, int n,
		 DATA_TYPE POLYBENCH_2D(A,M,N,m,n),
		 DATA_TYPE POLYBENCH_1D(x,N,n),
		 DATA_TYPE POLYBENCH_1D(tmp,M,m))
{
  int i, j;

  #pragma omp parallel for private(j)
  for (i = 0; i < _PB_M; i++)
  {
    tmp[i] = SCALAR_VAL(0.0);
	  
      for (j = 0; j < _PB_N; j++)
		tmp[i] = tmp[i] + A[i][j] * x[j];
  }    
}

void kernelP_atax2(int i, int m, int n,
		 DATA_TYPE POLYBENCH_2D(A,M,N,m,n),
		 DATA_TYPE POLYBENCH_1D(y,N,n),
		 DATA_TYPE POLYBENCH_1D(tmp,M,m))
{
  int j;


	#pragma omp parallel for
  for (j = 0; j < _PB_N; j++)
		y[j] = y[j] + A[i][j] * tmp[i];

}


/* Main computational kernel. The whole function will be timed,
   including the call and return. */
//static
void kernel_atax(int m, int n,
		 DATA_TYPE POLYBENCH_2D(A,M,N,m,n),
		 DATA_TYPE POLYBENCH_1D(x,N,n),
		 DATA_TYPE POLYBENCH_1D(y,N,n),
		 DATA_TYPE POLYBENCH_1D(tmp,M,m))
{
  int i, j;

#pragma scop
  #pragma omp parallel for private(i)
  for (i = 0; i < _PB_N; i++)
    y[i] = 0;

  #pragma omp parallel for private(j)
  for (i = 0; i < _PB_M; i++)
  {
    tmp[i] = SCALAR_VAL(0.0);
	  
      for (j = 0; j < _PB_N; j++)
		tmp[i] = tmp[i] + A[i][j] * x[j];
  }
    
  for (i = 0; i < _PB_M; i++)
  {
	#pragma omp parallel for
      for (j = 0; j < _PB_N; j++)
		y[j] = y[j] + A[i][j] * tmp[i];
  }


  
#pragma endscop

}


int main(int argc, char** argv)
{
  /* Retrieve problem size. */
  int m = M;
  int n = N;
  MPI_Init(NULL, NULL);

  /* Variable declaration/allocation. */
  POLYBENCH_2D_ARRAY_DECL(A, DATA_TYPE, M, N, m, n);
  POLYBENCH_1D_ARRAY_DECL(x, DATA_TYPE, N, n);
  POLYBENCH_1D_ARRAY_DECL(y, DATA_TYPE, N, n);
  POLYBENCH_1D_ARRAY_DECL(tmp, DATA_TYPE, M, m);

  /* Initialize array(s). */
  init_array (m, n, POLYBENCH_ARRAY(A), POLYBENCH_ARRAY(x));

  
  int i_M;  
  start_iterations;
	  /* Start timer. */
	  polybench_start_instruments;

	  /* Run kernel. */
	  /*kernel_atax (m, n,
			   POLYBENCH_ARRAY(A),
			   POLYBENCH_ARRAY(x),
			   POLYBENCH_ARRAY(y),
			   POLYBENCH_ARRAY(tmp));*/
		kernelP_atax0 (m, n,
			   POLYBENCH_ARRAY(y));
		
		kernelP_atax1 (m, n,
			   POLYBENCH_ARRAY(A),
			   POLYBENCH_ARRAY(x),
			   POLYBENCH_ARRAY(tmp));
                                
  for (i_M = 0; i_M < _PB_M; i_M++)
  {
		kernelP_atax2 (i_M, m, n,
			   POLYBENCH_ARRAY(A),
			   POLYBENCH_ARRAY(y),
			   POLYBENCH_ARRAY(tmp));
  }

	  /* Stop and print timer. */
	  polybench_stop_instruments;
	  polybench_print_instruments;
  
  end_iterations;
  
  
  

  /* Prevent dead-code elimination. All live-out data must be printed
     by the function call in argument. */
  polybench_prevent_dce(print_array(n, POLYBENCH_ARRAY(y)));

  /* Be clean. */
  POLYBENCH_FREE_ARRAY(A);
  POLYBENCH_FREE_ARRAY(x);
  POLYBENCH_FREE_ARRAY(y);
  POLYBENCH_FREE_ARRAY(tmp);
  MPI_Finalize();

  return 0;
}
