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/* ************************************************************************
* Copyright (C) 2018-2019 Advanced Micro Devices, Inc. All rights Reserved.
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to deal
* in the Software without restriction, including without limitation the rights
* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
* copies of the Software, and to permit persons to whom the Software is
* furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in
* all copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
* THE SOFTWARE.
*
* ************************************************************************ */
#pragma once
#ifndef TESTING_CSRMM_HPP
#define TESTING_CSRMM_HPP
#include "hipsparse.hpp"
#include "hipsparse_test_unique_ptr.hpp"
#include "unit.hpp"
#include "utility.hpp"
#include <hipsparse.h>
#include <string>
using namespace hipsparse;
using namespace hipsparse_test;
template <typename T>
void testing_csrmm_bad_arg(void)
{
#if(!defined(CUDART_VERSION))
int N = 100;
int M = 100;
int K = 100;
int ldb = 100;
int ldc = 100;
int nnz = 100;
int safe_size = 100;
T alpha = 0.6;
T beta = 0.2;
hipsparseOperation_t transA = HIPSPARSE_OPERATION_NON_TRANSPOSE;
hipsparseOperation_t transB = HIPSPARSE_OPERATION_NON_TRANSPOSE;
hipsparseStatus_t status;
std::unique_ptr<handle_struct> unique_ptr_handle(new handle_struct);
hipsparseHandle_t handle = unique_ptr_handle->handle;
std::unique_ptr<descr_struct> unique_ptr_descr(new descr_struct);
hipsparseMatDescr_t descr = unique_ptr_descr->descr;
auto dptr_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free};
auto dcol_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free};
auto dval_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * safe_size), device_free};
auto dB_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * safe_size), device_free};
auto dC_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * safe_size), device_free};
int* dptr = (int*)dptr_managed.get();
int* dcol = (int*)dcol_managed.get();
T* dval = (T*)dval_managed.get();
T* dB = (T*)dB_managed.get();
T* dC = (T*)dC_managed.get();
if(!dval || !dptr || !dcol || !dB || !dC)
{
PRINT_IF_HIP_ERROR(hipErrorOutOfMemory);
return;
}
// testing for(nullptr == dptr)
{
int* dptr_null = nullptr;
status = hipsparseXcsrmm2(handle,
transA,
transB,
M,
N,
K,
nnz,
&alpha,
descr,
dval,
dptr_null,
dcol,
dB,
ldb,
&beta,
dC,
ldc);
verify_hipsparse_status_invalid_pointer(status, "Error: dptr is nullptr");
}
// testing for(nullptr == dcol)
{
int* dcol_null = nullptr;
status = hipsparseXcsrmm2(handle,
transA,
transB,
M,
N,
K,
nnz,
&alpha,
descr,
dval,
dptr,
dcol_null,
dB,
ldb,
&beta,
dC,
ldc);
verify_hipsparse_status_invalid_pointer(status, "Error: dcol is nullptr");
}
// testing for(nullptr == dval)
{
T* dval_null = nullptr;
status = hipsparseXcsrmm2(handle,
transA,
transB,
M,
N,
K,
nnz,
&alpha,
descr,
dval_null,
dptr,
dcol,
dB,
ldb,
&beta,
dC,
ldc);
verify_hipsparse_status_invalid_pointer(status, "Error: dval is nullptr");
}
// testing for(nullptr == dB)
{
T* dB_null = nullptr;
status = hipsparseXcsrmm2(handle,
transA,
transB,
M,
N,
K,
nnz,
&alpha,
descr,
dval,
dptr,
dcol,
dB_null,
ldb,
&beta,
dC,
ldc);
verify_hipsparse_status_invalid_pointer(status, "Error: dB is nullptr");
}
// testing for(nullptr == dC)
{
T* dC_null = nullptr;
status = hipsparseXcsrmm2(handle,
transA,
transB,
M,
N,
K,
nnz,
&alpha,
descr,
dval,
dptr,
dcol,
dB,
ldb,
&beta,
dC_null,
ldc);
verify_hipsparse_status_invalid_pointer(status, "Error: dC is nullptr");
}
// testing for(nullptr == d_alpha)
{
T* d_alpha_null = nullptr;
status = hipsparseXcsrmm2(handle,
transA,
transB,
M,
N,
K,
nnz,
d_alpha_null,
descr,
dval,
dptr,
dcol,
dB,
ldb,
&beta,
dC,
ldc);
verify_hipsparse_status_invalid_pointer(status, "Error: alpha is nullptr");
}
// testing for(nullptr == d_beta)
{
T* d_beta_null = nullptr;
status = hipsparseXcsrmm2(handle,
transA,
transB,
M,
N,
K,
nnz,
&alpha,
descr,
dval,
dptr,
dcol,
dB,
ldb,
d_beta_null,
dC,
ldc);
verify_hipsparse_status_invalid_pointer(status, "Error: beta is nullptr");
}
// testing for(nullptr == descr)
{
hipsparseMatDescr_t descr_null = nullptr;
status = hipsparseXcsrmm2(handle,
transA,
transB,
M,
N,
K,
nnz,
&alpha,
descr_null,
dval,
dptr,
dcol,
dB,
ldb,
&beta,
dC,
ldc);
verify_hipsparse_status_invalid_pointer(status, "Error: descr is nullptr");
}
// testing for(nullptr == handle)
{
hipsparseHandle_t handle_null = nullptr;
status = hipsparseXcsrmm2(handle_null,
transA,
transB,
M,
N,
K,
nnz,
&alpha,
descr,
dval,
dptr,
dcol,
dB,
ldb,
&beta,
dC,
ldc);
verify_hipsparse_status_invalid_handle(status);
}
#endif
}
template <typename T>
hipsparseStatus_t testing_csrmm(Arguments argus)
{
int safe_size = 100;
int M = argus.M;
int N = argus.N;
int K = argus.K;
int ldb = argus.ldb;
int ldc = argus.ldc;
T h_alpha = make_DataType<T>(argus.alpha);
T h_beta = make_DataType<T>(argus.beta);
hipsparseOperation_t transA = argus.transA;
hipsparseOperation_t transB = argus.transB;
hipsparseIndexBase_t idx_base = argus.idx_base;
std::string binfile = "";
std::string filename = "";
hipsparseStatus_t status;
// When in testing mode, M == N == -99 indicates that we are testing with a real
// matrix from cise.ufl.edu
if(M == -99 && K == -99 && argus.timing == 0)
{
binfile = argus.filename;
M = K = safe_size;
}
if(argus.timing == 1)
{
filename = argus.filename;
}
std::unique_ptr<handle_struct> test_handle(new handle_struct);
hipsparseHandle_t handle = test_handle->handle;
std::unique_ptr<descr_struct> test_descr(new descr_struct);
hipsparseMatDescr_t descr = test_descr->descr;
// Set matrix index base
CHECK_HIPSPARSE_ERROR(hipsparseSetMatIndexBase(descr, idx_base));
// Determine number of non-zero elements
double scale = 0.02;
if(M > 1000 || K > 1000)
{
scale = 2.0 / std::max(M, K);
}
int nnz = M * scale * K;
// Argument sanity check before allocating invalid memory
if(M <= 0 || N <= 0 || K <= 0)
{
#ifdef __HIP_PLATFORM_NVIDIA__
// Do not test args in cusparse
return HIPSPARSE_STATUS_SUCCESS;
#endif
auto dptr_managed
= hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free};
auto dcol_managed
= hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free};
auto dval_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * safe_size), device_free};
auto dB_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * safe_size), device_free};
auto dC_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * safe_size), device_free};
int* dptr = (int*)dptr_managed.get();
int* dcol = (int*)dcol_managed.get();
T* dval = (T*)dval_managed.get();
T* dB = (T*)dB_managed.get();
T* dC = (T*)dC_managed.get();
if(!dval || !dptr || !dcol || !dB || !dC)
{
verify_hipsparse_status_success(HIPSPARSE_STATUS_ALLOC_FAILED,
"!dptr || !dcol || !dval || !dB || !dC");
return HIPSPARSE_STATUS_ALLOC_FAILED;
}
CHECK_HIPSPARSE_ERROR(hipsparseSetPointerMode(handle, HIPSPARSE_POINTER_MODE_HOST));
status = hipsparseXcsrmm2(handle,
transA,
transB,
M,
N,
K,
nnz,
&h_alpha,
descr,
dval,
dptr,
dcol,
dB,
ldb,
&h_beta,
dC,
ldc);
if(M < 0 || N < 0 || K < 0)
{
verify_hipsparse_status_invalid_size(status, "Error: M < 0 || N < 0 || K < 0");
}
else
{
verify_hipsparse_status_success(status, "M >= 0 && N >= 0 && K >= 0");
}
return HIPSPARSE_STATUS_SUCCESS;
}
// Initialize random seed
srand(12345ULL);
// Host structures - CSR matrix A
std::vector<int> hcsr_row_ptrA;
std::vector<int> hcsr_col_indA;
std::vector<T> hcsr_valA;
// Initial Data on CPU
if(binfile != "")
{
if(read_bin_matrix(
binfile.c_str(), M, K, nnz, hcsr_row_ptrA, hcsr_col_indA, hcsr_valA, idx_base)
!= 0)
{
fprintf(stderr, "Cannot open [read] %s\n", binfile.c_str());
return HIPSPARSE_STATUS_INTERNAL_ERROR;
}
}
else
{
std::vector<int> hcoo_row_indA;
if(filename != "")
{
if(read_mtx_matrix(
filename.c_str(), M, K, nnz, hcoo_row_indA, hcsr_col_indA, hcsr_valA, idx_base)
!= 0)
{
fprintf(stderr, "Cannot open [read] %s\n", filename.c_str());
return HIPSPARSE_STATUS_INTERNAL_ERROR;
}
}
else
{
gen_matrix_coo(M, K, nnz, hcoo_row_indA, hcsr_col_indA, hcsr_valA, idx_base);
}
// Convert COO to CSR
hcsr_row_ptrA.resize(M + 1, 0);
for(int i = 0; i < nnz; ++i)
{
++hcsr_row_ptrA[hcoo_row_indA[i] + 1 - idx_base];
}
hcsr_row_ptrA[0] = idx_base;
for(int i = 0; i < M; ++i)
{
hcsr_row_ptrA[i + 1] += hcsr_row_ptrA[i];
}
}
// Some matrix properties
int A_m = M;
int B_m = (transB == HIPSPARSE_OPERATION_NON_TRANSPOSE)
? (transA == HIPSPARSE_OPERATION_NON_TRANSPOSE ? K : M)
: N;
int B_n = (transB == HIPSPARSE_OPERATION_NON_TRANSPOSE)
? N
: (transA == HIPSPARSE_OPERATION_NON_TRANSPOSE ? K : M);
int C_m = (transA == HIPSPARSE_OPERATION_NON_TRANSPOSE ? M : K);
int C_n = N;
ldb = B_m;
ldc = C_m;
int nrowB = ldb;
int ncolB = B_n;
int nrowC = ldc;
int ncolC = C_n;
int Bnnz = nrowB * ncolB;
int Cnnz = nrowC * ncolC;
// Host structures - Dense matrix B and C
std::vector<T> hB(Bnnz);
std::vector<T> hC_1(Cnnz);
std::vector<T> hC_2(Cnnz);
std::vector<T> hC_gold(Cnnz);
hipsparseInit<T>(hB, nrowB, ncolB);
hipsparseInit<T>(hC_1, nrowC, ncolC);
// copy vector is easy in STL; hC_gold = hC_1: save a copy in hy_gold which will be output of
// CPU
hC_gold = hC_1;
hC_2 = hC_1;
// allocate memory on device
auto dcsr_row_ptrA_managed
= hipsparse_unique_ptr{device_malloc(sizeof(int) * (A_m + 1)), device_free};
auto dcsr_col_indA_managed
= hipsparse_unique_ptr{device_malloc(sizeof(int) * nnz), device_free};
auto dcsr_valA_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * nnz), device_free};
auto dB_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * Bnnz), device_free};
auto dC_1_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * Cnnz), device_free};
auto dC_2_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * Cnnz), device_free};
auto d_alpha_managed = hipsparse_unique_ptr{device_malloc(sizeof(T)), device_free};
auto d_beta_managed = hipsparse_unique_ptr{device_malloc(sizeof(T)), device_free};
int* dcsr_row_ptrA = (int*)dcsr_row_ptrA_managed.get();
int* dcsr_col_indA = (int*)dcsr_col_indA_managed.get();
T* dcsr_valA = (T*)dcsr_valA_managed.get();
T* dB = (T*)dB_managed.get();
T* dC_1 = (T*)dC_1_managed.get();
T* dC_2 = (T*)dC_2_managed.get();
T* d_alpha = (T*)d_alpha_managed.get();
T* d_beta = (T*)d_beta_managed.get();
if(!dcsr_valA || !dcsr_row_ptrA || !dcsr_col_indA || !dB || !dC_1 || !d_alpha || !d_beta)
{
verify_hipsparse_status_success(HIPSPARSE_STATUS_ALLOC_FAILED,
"!dcsr_valA || !dcsr_row_ptrA || !dcsr_col_indA || !dB || "
"!dC_1 || !d_alpha || !d_beta");
return HIPSPARSE_STATUS_ALLOC_FAILED;
}
// copy data from CPU to device
CHECK_HIP_ERROR(hipMemcpy(
dcsr_row_ptrA, hcsr_row_ptrA.data(), sizeof(int) * (A_m + 1), hipMemcpyHostToDevice));
CHECK_HIP_ERROR(
hipMemcpy(dcsr_col_indA, hcsr_col_indA.data(), sizeof(int) * nnz, hipMemcpyHostToDevice));
CHECK_HIP_ERROR(hipMemcpy(dcsr_valA, hcsr_valA.data(), sizeof(T) * nnz, hipMemcpyHostToDevice));
CHECK_HIP_ERROR(hipMemcpy(dB, hB.data(), sizeof(T) * Bnnz, hipMemcpyHostToDevice));
CHECK_HIP_ERROR(hipMemcpy(dC_1, hC_1.data(), sizeof(T) * Cnnz, hipMemcpyHostToDevice));
if(argus.unit_check)
{
CHECK_HIP_ERROR(hipMemcpy(dC_2, hC_2.data(), sizeof(T) * Cnnz, hipMemcpyHostToDevice));
CHECK_HIP_ERROR(hipMemcpy(d_alpha, &h_alpha, sizeof(T), hipMemcpyHostToDevice));
CHECK_HIP_ERROR(hipMemcpy(d_beta, &h_beta, sizeof(T), hipMemcpyHostToDevice));
// ROCSPARSE pointer mode host
CHECK_HIPSPARSE_ERROR(hipsparseSetPointerMode(handle, HIPSPARSE_POINTER_MODE_HOST));
CHECK_HIPSPARSE_ERROR(hipsparseXcsrmm2(handle,
transA,
transB,
M,
N,
K,
nnz,
&h_alpha,
descr,
dcsr_valA,
dcsr_row_ptrA,
dcsr_col_indA,
dB,
ldb,
&h_beta,
dC_1,
ldc));
// ROCSPARSE pointer mode device
CHECK_HIPSPARSE_ERROR(hipsparseSetPointerMode(handle, HIPSPARSE_POINTER_MODE_DEVICE));
CHECK_HIPSPARSE_ERROR(hipsparseXcsrmm2(handle,
transA,
transB,
M,
N,
K,
nnz,
d_alpha,
descr,
dcsr_valA,
dcsr_row_ptrA,
dcsr_col_indA,
dB,
ldb,
d_beta,
dC_2,
ldc));
// copy output from device to CPU
CHECK_HIP_ERROR(hipMemcpy(hC_1.data(), dC_1, sizeof(T) * Cnnz, hipMemcpyDeviceToHost));
CHECK_HIP_ERROR(hipMemcpy(hC_2.data(), dC_2, sizeof(T) * Cnnz, hipMemcpyDeviceToHost));
// CPU
host_csrmm(M,
N,
K,
transA,
transB,
h_alpha,
hcsr_row_ptrA.data(),
hcsr_col_indA.data(),
hcsr_valA.data(),
hB.data(),
ldb,
h_beta,
hC_gold.data(),
ldc,
HIPSPARSE_ORDER_COL,
idx_base,
false);
unit_check_near(nrowC, ncolC, ldc, hC_gold.data(), hC_1.data());
unit_check_near(nrowC, ncolC, ldc, hC_gold.data(), hC_2.data());
}
return HIPSPARSE_STATUS_SUCCESS;
}
#endif // TESTING_CSRMM_HPP
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