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/* -----------------------------------------------------------------
* Programmer(s): Daniel McGreer, and Cody J. Balos @ 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 NVECTOR hip module
* implementation.
* -----------------------------------------------------------------*/
#include <stdio.h>
#include <stdlib.h>
#include <sundials/sundials_math.h>
#include <sundials/sundials_types.h>
#include <nvector/nvector_hip.h>
#include "custom_memory_helper_gpu.h"
#include "test_nvector.h"
/* hip vector variants */
enum mem_type { UNMANAGED, MANAGED, SUNMEMORY };
enum pol_type { DEFAULT_POL, DEFAULT_POL_W_STREAM, GRID_STRIDE, LDS_REDUCTIONS };
/* ----------------------------------------------------------------------
* Main NVector Testing Routine
* --------------------------------------------------------------------*/
int main(int argc, char *argv[])
{
int fails = 0; /* counter for test failures */
int retval; /* function return value */
sunindextype length; /* vector length */
N_Vector U, V, X, Y, Z; /* test vectors */
int print_timing; /* turn timing on/off */
int threadsPerBlock; /* hip block size */
hipStream_t stream; /* hip stream */
int memtype, policy;
Test_Init(NULL);
/* check input and set vector length */
if (argc < 4){
printf("ERROR: THREE (3) Inputs required: vector length, hip threads per block (0 for default), print timing \n");
Test_Abort(1);
}
length = (sunindextype) atol(argv[1]);
if (length <= 0) {
printf("ERROR: length of vector must be a positive integer\n");
Test_Abort(1);
}
threadsPerBlock = (int) atoi(argv[2]);
if (threadsPerBlock < 0 || threadsPerBlock % warpSize) {
printf("ERROR: hip threads per block must be 0 to use the default or a multiple of %d\n", warpSize);
Test_Abort(1);
}
print_timing = atoi(argv[3]);
SetTiming(print_timing, 0);
/* test with all policy variants */
for (policy=DEFAULT_POL; policy<=LDS_REDUCTIONS; ++policy) {
int actualThreadsPerBlock = threadsPerBlock ? threadsPerBlock : 512;
SUNHipExecPolicy* stream_exec_policy = NULL;
SUNHipExecPolicy* reduce_exec_policy = NULL;
hipStreamCreate(&stream);
if (policy == DEFAULT_POL_W_STREAM) {
stream_exec_policy = new SUNHipThreadDirectExecPolicy(actualThreadsPerBlock, stream);
reduce_exec_policy = new SUNHipBlockReduceAtomicExecPolicy(actualThreadsPerBlock, 0, stream);
} else if (policy == GRID_STRIDE) {
stream_exec_policy = new SUNHipGridStrideExecPolicy(actualThreadsPerBlock, 1);
reduce_exec_policy = new SUNHipBlockReduceAtomicExecPolicy(actualThreadsPerBlock, 1);
} else if (policy == LDS_REDUCTIONS) {
stream_exec_policy = new SUNHipThreadDirectExecPolicy(actualThreadsPerBlock);
reduce_exec_policy = new SUNHipBlockReduceExecPolicy(actualThreadsPerBlock);
}
/* test with all memory variants */
for (memtype=UNMANAGED; memtype<=SUNMEMORY; ++memtype) {
SUNMemoryHelper mem_helper = NULL;
printf("=====> Beginning setup\n\n");
if (memtype==UNMANAGED) {
printf("Testing HIP N_Vector, policy %d\n", policy);
} else if (memtype==MANAGED) {
printf("Testing HIP N_Vector with managed memory, policy %d\n", policy);
} else if (memtype==SUNMEMORY) {
printf("Testing HIP N_Vector with SUNMemoryHelper, policy %d\n", policy);
mem_helper = MyMemoryHelper(sunctx);
}
printf("Vector length: %ld \n", (long int) length);
/* Create new vectors */
if (memtype == UNMANAGED)
X = N_VNew_Hip(length, sunctx);
else if (memtype == MANAGED)
X = N_VNewManaged_Hip(length, sunctx);
else if (memtype == SUNMEMORY)
X = N_VNewWithMemHelp_Hip(length, SUNFALSE, mem_helper, sunctx);
if (X == NULL) {
delete stream_exec_policy;
delete reduce_exec_policy;
if (mem_helper) SUNMemoryHelper_Destroy(mem_helper);
printf("FAIL: Unable to create a new vector \n\n");
Test_Abort(1);
}
if (stream_exec_policy != NULL && reduce_exec_policy != NULL) {
if (N_VSetKernelExecPolicy_Hip(X, stream_exec_policy, reduce_exec_policy)) {
N_VDestroy(X);
delete stream_exec_policy;
delete reduce_exec_policy;
if (mem_helper) SUNMemoryHelper_Destroy(mem_helper);
printf("FAIL: Unable to set kernel execution policy \n\n");
Test_Abort(1);
}
printf("Using non-default kernel execution policy\n");
printf("Threads per block: %d\n\n", actualThreadsPerBlock);
}
/* Fill vector with uniform random data in [-1,1] */
realtype* xdata = N_VGetHostArrayPointer_Hip(X);
for (sunindextype j=0; j<length; j++)
xdata[j] = ((realtype) rand() / (realtype) RAND_MAX)*2-1;
N_VCopyToDevice_Hip(X);
/* Clone additional vectors for testing */
Y = N_VClone(X);
if (Y == NULL) {
N_VDestroy(X);
printf("FAIL: Unable to create a new vector \n\n");
delete stream_exec_policy;
delete reduce_exec_policy;
if (mem_helper) SUNMemoryHelper_Destroy(mem_helper);
Test_Abort(1);
}
Z = N_VClone(X);
if (Z == NULL) {
N_VDestroy(X);
N_VDestroy(Y);
delete stream_exec_policy;
delete reduce_exec_policy;
if (mem_helper) SUNMemoryHelper_Destroy(mem_helper);
printf("FAIL: Unable to create a new vector \n\n");
Test_Abort(1);
}
/* Fill vectors with uniform random data in [-1,1] */
realtype* ydata = N_VGetHostArrayPointer_Hip(Y);
realtype* zdata = N_VGetHostArrayPointer_Hip(Z);
for (sunindextype j=0; j<length; j++) {
ydata[j] = ((realtype) rand() / (realtype) RAND_MAX)*2-1;
zdata[j] = ((realtype) rand() / (realtype) RAND_MAX)*2-1;
}
N_VCopyToDevice_Hip(Y);
N_VCopyToDevice_Hip(Z);
printf("=====> Setup complete\n");
printf("=====> Beginning tests\n\n");
/* Standard vector operation tests */
printf("\nTesting standard vector operations:\n\n");
/* Check vector ID */
fails += Test_N_VGetVectorID(X, SUNDIALS_NVEC_HIP, 0);
/* Check vector length */
fails += Test_N_VGetLength(X, 0);
/* Check vector communicator */
fails += Test_N_VGetCommunicator(X, NULL, 0);
/* Test clone functions */
fails += Test_N_VCloneEmpty(X, 0);
fails += Test_N_VClone(X, length, 0);
fails += Test_N_VCloneEmptyVectorArray(5, X, 0);
fails += Test_N_VCloneVectorArray(5, X, length, 0);
/* Test vector math kernels */
fails += Test_N_VConst(X, length, 0);
fails += Test_N_VLinearSum(X, Y, Z, length, 0);
fails += Test_N_VProd(X, Y, Z, length, 0);
fails += Test_N_VDiv(X, Y, Z, length, 0);
fails += Test_N_VScale(X, Z, length, 0);
fails += Test_N_VAbs(X, Z, length, 0);
fails += Test_N_VInv(X, Z, length, 0);
fails += Test_N_VAddConst(X, Z, length, 0);
fails += Test_N_VDotProd(X, Y, length, 0);
fails += Test_N_VMaxNorm(X, length, 0);
fails += Test_N_VWrmsNorm(X, Y, length, 0);
fails += Test_N_VWrmsNormMask(X, Y, Z, length, 0);
fails += Test_N_VMin(X, length, 0);
fails += Test_N_VWL2Norm(X, Y, length, 0);
fails += Test_N_VL1Norm(X, length, 0);
if (length >= 3) fails += Test_N_VCompare(X, Z, length, 0);
fails += Test_N_VInvTest(X, Z, length, 0);
if (length >= 7) fails += Test_N_VConstrMask(X, Y, Z, length, 0);
fails += Test_N_VMinQuotient(X, Y, length, 0);
/* Fused and vector array operations tests (disabled) */
printf("\nTesting fused and vector array operations (disabled):\n\n");
/* create vector and disable all fused and vector array operations */
U = N_VClone(X);
if (U == NULL) {
N_VDestroy(X);
N_VDestroy(Y);
N_VDestroy(Z);
delete stream_exec_policy;
delete reduce_exec_policy;
if (mem_helper) SUNMemoryHelper_Destroy(mem_helper);
printf("FAIL: Unable to create a new vector \n\n");
Test_Abort(1);
}
retval = N_VEnableFusedOps_Hip(U, SUNFALSE);
if (retval != 0) {
N_VDestroy(X);
N_VDestroy(Y);
N_VDestroy(Z);
N_VDestroy(U);
delete stream_exec_policy;
delete reduce_exec_policy;
if (mem_helper) SUNMemoryHelper_Destroy(mem_helper);
printf("FAIL: Unable to create a new vector \n\n");
Test_Abort(1);
}
/* fused operations */
fails += Test_N_VLinearCombination(U, length, 0);
fails += Test_N_VScaleAddMulti(U, length, 0);
fails += Test_N_VDotProdMulti(U, length, 0);
/* vector array operations */
fails += Test_N_VLinearSumVectorArray(U, length, 0);
fails += Test_N_VScaleVectorArray(U, length, 0);
fails += Test_N_VConstVectorArray(U, length, 0);
fails += Test_N_VWrmsNormVectorArray(U, length, 0);
fails += Test_N_VWrmsNormMaskVectorArray(U, length, 0);
fails += Test_N_VScaleAddMultiVectorArray(U, length, 0);
fails += Test_N_VLinearCombinationVectorArray(U, length, 0);
/* Fused and vector array operations tests (enabled) */
printf("\nTesting fused and vector array operations (enabled):\n\n");
/* create vector and enable all fused and vector array operations */
V = N_VClone(X);
retval = N_VEnableFusedOps_Hip(V, SUNTRUE);
if (V == NULL) {
N_VDestroy(X);
N_VDestroy(Y);
N_VDestroy(Z);
N_VDestroy(U);
delete stream_exec_policy;
delete reduce_exec_policy;
if (mem_helper) SUNMemoryHelper_Destroy(mem_helper);
printf("FAIL: Unable to create a new vector \n\n");
Test_Abort(1);
}
if (retval != 0) {
N_VDestroy(X);
N_VDestroy(Y);
N_VDestroy(Z);
N_VDestroy(U);
N_VDestroy(V);
delete stream_exec_policy;
delete reduce_exec_policy;
if (mem_helper) SUNMemoryHelper_Destroy(mem_helper);
printf("FAIL: Unable to create a new vector \n\n");
Test_Abort(1);
}
/* fused operations */
fails += Test_N_VLinearCombination(V, length, 0);
fails += Test_N_VScaleAddMulti(V, length, 0);
fails += Test_N_VDotProdMulti(V, length, 0);
/* vector array operations */
fails += Test_N_VLinearSumVectorArray(V, length, 0);
fails += Test_N_VScaleVectorArray(V, length, 0);
fails += Test_N_VConstVectorArray(V, length, 0);
fails += Test_N_VWrmsNormVectorArray(V, length, 0);
fails += Test_N_VWrmsNormMaskVectorArray(V, length, 0);
fails += Test_N_VScaleAddMultiVectorArray(V, length, 0);
fails += Test_N_VLinearCombinationVectorArray(V, length, 0);
/* local reduction operations */
printf("\nTesting local reduction operations:\n\n");
fails += Test_N_VDotProdLocal(X, Y, length, 0);
fails += Test_N_VMaxNormLocal(X, length, 0);
fails += Test_N_VMinLocal(X, length, 0);
fails += Test_N_VL1NormLocal(X, length, 0);
fails += Test_N_VWSqrSumLocal(X, Y, length, 0);
fails += Test_N_VWSqrSumMaskLocal(X, Y, Z, length, 0);
fails += Test_N_VInvTestLocal(X, Z, length, 0);
if (length >= 7) fails += Test_N_VConstrMaskLocal(X, Y, Z, length, 0);
fails += Test_N_VMinQuotientLocal(X, Y, length, 0);
/* local fused reduction operations */
printf("\nTesting local fused reduction operations:\n\n");
fails += Test_N_VDotProdMultiLocal(V, length, 0);
/* XBraid interface operations */
printf("\nTesting XBraid interface operations:\n\n");
fails += Test_N_VBufSize(X, length, 0);
fails += Test_N_VBufPack(X, length, 0);
fails += Test_N_VBufUnpack(X, length, 0);
printf("\n=====> Beginning teardown\n");
/* Free vectors */
N_VDestroy(X);
N_VDestroy(Y);
N_VDestroy(Z);
N_VDestroy(U);
N_VDestroy(V);
if (mem_helper) SUNMemoryHelper_Destroy(mem_helper);
/* Synchronize */
hipDeviceSynchronize();
printf("=====> Teardown complete\n\n");
}
/* Print result */
if (fails) {
printf("\n\nFAIL: NVector module failed %i tests \n\n", fails);
} else {
printf("\n\nSUCCESS: NVector module passed all tests \n\n");
}
hipStreamDestroy(stream);
delete stream_exec_policy;
delete reduce_exec_policy;
}
hipDeviceSynchronize();
hipDeviceReset();
Test_Finalize();
return(fails);
}
/* ----------------------------------------------------------------------
* Implementation specific utility functions for vector tests
* --------------------------------------------------------------------*/
int check_ans(realtype ans, N_Vector X, sunindextype length)
{
int failure = 0;
sunindextype i;
realtype *Xdata;
N_VCopyFromDevice_Hip(X);
Xdata = N_VGetHostArrayPointer_Hip(X);
/* check vector data */
for (i = 0; i < length; i++) {
if (failure += SUNRCompare(Xdata[i], ans)) {
printf("check_ans fail: Xdata[%ld] = %f, expected Xdata[%ld] = %f\n", (long int) i, Xdata[i], (long int) i, ans);
}
}
return (failure > ZERO) ? (1) : (0);
}
booleantype has_data(N_Vector X)
{
/* check if vector data is non-null */
if ((N_VGetHostArrayPointer_Hip(X) == NULL) &&
(N_VGetDeviceArrayPointer_Hip(X) == NULL))
return SUNFALSE;
return SUNTRUE;
}
void set_element(N_Vector X, sunindextype i, realtype val)
{
/* set i-th element of data array */
set_element_range(X, i, i, val);
}
void set_element_range(N_Vector X, sunindextype is, sunindextype ie,
realtype val)
{
sunindextype i;
realtype* xd;
/* set elements [is,ie] of the data array */
N_VCopyFromDevice_Hip(X);
xd = N_VGetHostArrayPointer_Hip(X);
for(i = is; i <= ie; i++) xd[i] = val;
N_VCopyToDevice_Hip(X);
}
realtype get_element(N_Vector X, sunindextype i)
{
/* get i-th element of data array */
N_VCopyFromDevice_Hip(X);
return (N_VGetHostArrayPointer_Hip(X))[i];
}
double max_time(N_Vector X, double time)
{
/* not running in parallel, just return input time */
return(time);
}
void sync_device(N_Vector x)
{
/* sync with GPU */
hipDeviceSynchronize();
return;
}
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