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/* ---------------------------------------------------------------------------
* Programmer(s): David J. Gardner @ LLNL
* ---------------------------------------------------------------------------
* SUNDIALS Copyright Start
* Copyright (c) 2002-2022, Lawrence Livermore National Security
* and Southern Methodist University.
* All rights reserved.
*
* See the top-level LICENSE and NOTICE files for details.
*
* SPDX-License-Identifier: BSD-3-Clause
* SUNDIALS Copyright End
* ---------------------------------------------------------------------------
* This is the testing routine to check the SUNLinSol Dense module
* implementation.
* ---------------------------------------------------------------------------*/
#include <cstdio>
#include <cstdlib>
#include <sundials/sundials_math.h>
#include <sundials/sundials_types.h>
#include <sunlinsol/sunlinsol_onemkldense.h>
#include <sunmatrix/sunmatrix_onemkldense.h>
#include <sunmemory/sunmemory_sycl.h>
#include <nvector/nvector_sycl.h>
#include "test_sunlinsol.h"
/* ---------------------------------------------------------------------------
* SUNLinSol_OneMklDense Testing Routine
* ---------------------------------------------------------------------------*/
int main(int argc, char *argv[])
{
int fails = 0; // counter for test failures
sunindextype i, j, k;
SUNContext sunctx;
if (SUNContext_Create(NULL, &sunctx)) {
printf("ERROR: SUNContext_Create failed\n");
return(-1);
}
// Check inputs and set matrix dimensions
if (argc < 4){
printf("ERROR: THREE (3) Inputs required: matrix cols, number of blocks, print timing \n");
return -1;
}
// Number of matrix columns and rows
sunindextype cols = (sunindextype) atol(argv[1]);
if (cols <= 0) {
printf("ERROR: number of matrix columns must be a positive integer \n");
return -1;
}
sunindextype rows = cols;
// Number of matrix blocks
sunindextype nblocks = (sunindextype) atol(argv[2]);
if (nblocks <= 0) {
printf("ERROR: number of blocks must be a positive integer \n");
return -1;
}
// Timing flag
int print_timing = atoi(argv[3]);
SetTiming(print_timing);
printf("\noneMKL dense linear solver test: size %ld, blocks %ld\n\n",
(long int) cols, (long int) nblocks);
// Create an in-order GPU queue
sycl::gpu_selector selector;
sycl::queue myQueue(selector,
sycl::property_list{sycl::property::queue::in_order{}});
sycl::device dev = myQueue.get_device();
std::cout << "Running on "
<< (dev.get_info<sycl::info::device::name>())
<< std::endl;
std::cout << " is host? "
<< (dev.is_host() ? "Yes" : "No")
<< std::endl;
std::cout << " is cpu? "
<< (dev.is_cpu() ? "Yes" : "No")
<< std::endl;
std::cout << " is gpu? "
<< (dev.is_gpu() ? "Yes" : "No")
<< std::endl;
std::cout << " is accelerator? "
<< (dev.is_accelerator() ? "Yes" : "No")
<< std::endl;
std::cout << " is the queue in order? "
<< (myQueue.is_in_order() ? "Yes" : "No")
<< std::endl;
std::cout << " supports usm host allocations? "
<< (dev.get_info<sycl::info::device::usm_host_allocations>() ?
"Yes" : "No")
<< std::endl;
std::cout << " supports usm device allocations? "
<< (dev.get_info<sycl::info::device::usm_device_allocations>() ?
"Yes" : "No")
<< std::endl;
std::cout << " suports usm shared allocations? "
<< (dev.get_info<sycl::info::device::usm_shared_allocations>() ?
"Yes" : "No")
<< std::endl;
std::cout << " max work group size: "
<< dev.get_info<sycl::info::device::max_work_group_size>()
<< std::endl;
std::cout << " max global memory size (bytes): "
<< dev.get_info<sycl::info::device::global_mem_size>()
<< std::endl;
std::cout << " max local memory size (bytes): "
<< dev.get_info<sycl::info::device::local_mem_size>()
<< std::endl;
std::cout << std::endl;
// Create Sycl memory helper
SUNMemoryHelper memhelper = SUNMemoryHelper_Sycl(sunctx);
if (!memhelper)
{
printf("Memory helper creation failed\n");
return 1;
}
// Create vectors and matrices
N_Vector x = N_VNew_Sycl(cols * nblocks, &myQueue, sunctx);
if (!x)
{
printf("Vector creation failed\n");
return 1;
}
N_Vector y = N_VClone(x);
if (!y)
{
printf("Vector creation failed\n");
N_VDestroy(x);
return 1;
}
N_Vector b = N_VClone(x);
if (!b)
{
printf("Vector creation failed\n");
N_VDestroy(x);
N_VDestroy(y);
return 1;
}
SUNMatrix A;
if (nblocks > 1)
{
A = SUNMatrix_OneMklDenseBlock(nblocks, rows, cols, SUNMEMTYPE_DEVICE,
memhelper, &myQueue, sunctx);
}
else
{
A = SUNMatrix_OneMklDense(rows, cols, SUNMEMTYPE_DEVICE, memhelper,
&myQueue, sunctx);
}
if (!A)
{
printf("Matrix creation failed\n");
N_VDestroy(x);
N_VDestroy(y);
N_VDestroy(b);
}
SUNMatrix B = SUNMatClone(A);
if (!B)
{
printf("Matrix creation failed\n");
N_VDestroy(x);
N_VDestroy(y);
N_VDestroy(b);
SUNMatDestroy(A);
}
SUNMatrix I = SUNMatClone(A);
if (!I)
{
printf("Matrix creation failed\n");
N_VDestroy(x);
N_VDestroy(y);
N_VDestroy(b);
SUNMatDestroy(A);
SUNMatDestroy(B);
}
// Allocate host data
realtype* Adata = (realtype*) malloc(sizeof(realtype) *
SUNMatrix_OneMklDense_LData(A));
if (!Adata)
{
printf("Data allocation failed\n");
N_VDestroy(x);
N_VDestroy(y);
N_VDestroy(b);
SUNMatDestroy(A);
SUNMatDestroy(B);
SUNMatDestroy(I);
}
realtype* Idata = (realtype*) malloc(sizeof(realtype) *
SUNMatrix_OneMklDense_LData(I));
if (!Idata)
{
printf("Data allocation failed\n");
N_VDestroy(x);
N_VDestroy(y);
N_VDestroy(b);
SUNMatDestroy(A);
SUNMatDestroy(B);
SUNMatDestroy(I);
free(Adata);
}
// Fill A matrix with uniform random data in [0,1/cols]
for (k = 0; k < nblocks; k++)
for (j = 0; j < cols; j++)
for (i = 0; i < rows; i++)
Adata[k * cols * rows + j * rows + i] =
(realtype) rand() / (realtype) RAND_MAX / cols;
// Create anti-identity matrix
for (k = 0; k < nblocks; k++)
for(j = 0; j < cols; j++)
for (i = 0; i < rows; i++)
Idata[k * cols * rows + j * rows + i] =
((rows-1-i) == j) ? RCONST(1.0) : RCONST(0.0);
// Add anti-identity to ensure the solver needs to do row-swapping
for (k = 0; k < nblocks; k++)
for (i = 0; i < rows; i++)
for(j = 0; j < cols; j++)
Adata[k * cols * rows + j * rows + i] +=
Idata[k * cols * rows + j * rows + i];
SUNMatrix_OneMklDense_CopyToDevice(A, Adata);
SUNMatrix_OneMklDense_CopyToDevice(I, Idata);
// Fill x vector with uniform random data in [0,1]
realtype* xdata = N_VGetArrayPointer(x);
for (j = 0; j < cols * nblocks; j++)
xdata[j] = (realtype) rand() / (realtype) RAND_MAX;
N_VCopyToDevice_Sycl(x);
// copy A and x into B and y to print in case of solver failure
SUNMatCopy(A, B);
N_VScale(ONE, x, y);
// create right-hand side vector for linear solve
fails += SUNMatMatvecSetup(A);
fails += SUNMatMatvec(A, x, b);
if (fails)
{
printf("FAIL: SUNLinSol SUNMatMatvec failure\n");
// Free matrices and vectors
N_VDestroy(x);
N_VDestroy(y);
N_VDestroy(b);
SUNMatDestroy(A);
SUNMatDestroy(B);
SUNMatDestroy(I);
free(Adata);
free(Idata);
return 1;
}
// Create dense linear solver
SUNLinearSolver LS = SUNLinSol_OneMklDense(x, A, sunctx);
if (!LS)
{
printf("FAIL: SUNLinSol_OneMklDense failure\n");
// Free matrices and vectors
N_VDestroy(x);
N_VDestroy(y);
N_VDestroy(b);
SUNMatDestroy(A);
SUNMatDestroy(B);
SUNMatDestroy(I);
free(Adata);
free(Idata);
return 1;
}
// Run Tests
fails += Test_SUNLinSolInitialize(LS, 0);
fails += Test_SUNLinSolSetup(LS, A, 0);
fails += Test_SUNLinSolSolve(LS, A, x, b, RCONST(1e-10), SUNTRUE, 0);
fails += Test_SUNLinSolGetType(LS, SUNLINEARSOLVER_DIRECT, 0);
fails += Test_SUNLinSolGetID(LS, SUNLINEARSOLVER_ONEMKLDENSE, 0);
fails += Test_SUNLinSolLastFlag(LS, 0);
fails += Test_SUNLinSolSpace(LS, 0);
// Print result
if (fails)
{
printf("FAIL: SUNLinSol module failed %i tests \n \n", fails);
printf("\nx (original) =\n");
N_VCopyFromDevice_Sycl(y);
N_VPrint(y);
printf("\nx (computed) =\n");
N_VCopyFromDevice_Sycl(x);
N_VPrint(x);
printf("\nb =\n");
N_VCopyFromDevice_Sycl(b);
N_VPrint(b);
}
else
{
printf("SUCCESS: SUNLinSol module passed all tests \n \n");
}
// Free solver, matrix and vectors
SUNLinSolFree(LS);
SUNMatDestroy(A);
SUNMatDestroy(B);
SUNMatDestroy(I);
N_VDestroy(x);
N_VDestroy(y);
N_VDestroy(b);
free(Adata);
free(Idata);
SUNMemoryHelper_Destroy(memhelper);
SUNContext_Free(&sunctx);
return fails;
}
/* ---------------------------------------------------------------------------
* Implementation-specific 'check' routines
* ---------------------------------------------------------------------------*/
int check_vector(N_Vector X, N_Vector Y, realtype tol)
{
int failure = 0;
sunindextype i = 0;
sunindextype local_length = N_VGetLength(X);
realtype* Xdata = N_VGetArrayPointer(X);
realtype* Ydata = N_VGetArrayPointer(Y);
// Copy data to host
N_VCopyFromDevice_Sycl(X);
N_VCopyFromDevice_Sycl(Y);
// Check vector data
for (i = 0; i < local_length; i++)
failure += SUNRCompareTol(Xdata[i], Ydata[i], tol);
if (failure > ZERO)
{
realtype maxerr = ZERO;
for(i = 0; i < local_length; i++)
maxerr = SUNMAX(SUNRabs(Xdata[i] - Ydata[i]), maxerr);
printf("check err failure: maxerr = %g (tol = %g)\n", maxerr, tol);
return 1;
}
else
{
return 0;
}
}
void sync_device()
{
}
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