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/*! \file */
/* ************************************************************************
* Copyright (C) 2021-2023 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.
*
* ************************************************************************ */
#include "rocsparse_check.hpp"
#include "utility.hpp"
#ifdef GOOGLE_TEST
#include <gtest/gtest.h>
#endif
#ifndef GOOGLE_TEST
#include <iostream>
#define ASSERT_TRUE(cond) \
do \
{ \
if(!(cond)) \
{ \
std::cerr << "ASSERT_TRUE() failed." << std::endl; \
exit(EXIT_FAILURE); \
} \
} while(0)
#define ASSERT_EQ(state1, state2) \
do \
{ \
if(state1 != state2) \
{ \
std::cerr.precision(16); \
std::cerr << "ASSERT_EQ(" << state1 << ", " << state2 << ") failed." << std::endl; \
exit(EXIT_FAILURE); \
} \
} while(0)
#define ASSERT_FLOAT_EQ ASSERT_EQ
#define ASSERT_DOUBLE_EQ ASSERT_EQ
#endif
#define ASSERT_FLOAT_COMPLEX_EQ(a, b) \
do \
{ \
ASSERT_FLOAT_EQ(std::real(a), std::real(b)); \
ASSERT_FLOAT_EQ(std::imag(a), std::imag(b)); \
} while(0)
#define ASSERT_DOUBLE_COMPLEX_EQ(a, b) \
do \
{ \
ASSERT_DOUBLE_EQ(std::real(a), std::real(b)); \
ASSERT_DOUBLE_EQ(std::imag(a), std::imag(b)); \
} while(0)
#define ROCSPARSE_UNIT_CHECK(M, N, A, LDA, B, LDB, UNIT_ASSERT_EQ) \
do \
{ \
for(int64_t j = 0; j < N; ++j) \
{ \
for(int64_t i = 0; i < M; ++i) \
{ \
if(rocsparse_isnan(A[i + j * LDA])) \
{ \
ASSERT_TRUE(rocsparse_isnan(B[i + j * LDB])); \
} \
else \
{ \
UNIT_ASSERT_EQ(A[i + j * LDA], B[i + j * LDB]); \
} \
} \
} \
} while(0)
template <>
void unit_check_general(
int64_t M, int64_t N, const float* A, int64_t LDA, const float* B, int64_t LDB)
{
ROCSPARSE_UNIT_CHECK(M, N, A, LDA, B, LDB, ASSERT_FLOAT_EQ);
}
template <>
void unit_check_general(
int64_t M, int64_t N, const double* A, int64_t LDA, const double* B, int64_t LDB)
{
ROCSPARSE_UNIT_CHECK(M, N, A, LDA, B, LDB, ASSERT_DOUBLE_EQ);
}
template <>
void unit_check_general(int64_t M,
int64_t N,
const rocsparse_float_complex* A,
int64_t LDA,
const rocsparse_float_complex* B,
int64_t LDB)
{
ROCSPARSE_UNIT_CHECK(M, N, A, LDA, B, LDB, ASSERT_FLOAT_COMPLEX_EQ);
}
template <>
void unit_check_general(int64_t M,
int64_t N,
const rocsparse_double_complex* A,
int64_t LDA,
const rocsparse_double_complex* B,
int64_t LDB)
{
ROCSPARSE_UNIT_CHECK(M, N, A, LDA, B, LDB, ASSERT_DOUBLE_COMPLEX_EQ);
}
template <>
void unit_check_general(
int64_t M, int64_t N, const int8_t* A, int64_t LDA, const int8_t* B, int64_t LDB)
{
ROCSPARSE_UNIT_CHECK(M, N, A, LDA, B, LDB, ASSERT_EQ);
}
template <>
void unit_check_general(
int64_t M, int64_t N, const int32_t* A, int64_t LDA, const int32_t* B, int64_t LDB)
{
ROCSPARSE_UNIT_CHECK(M, N, A, LDA, B, LDB, ASSERT_EQ);
}
template <>
void unit_check_general(
int64_t M, int64_t N, const uint8_t* A, int64_t LDA, const uint8_t* B, int64_t LDB)
{
ROCSPARSE_UNIT_CHECK(M, N, A, LDA, B, LDB, ASSERT_EQ);
}
template <>
void unit_check_general(
int64_t M, int64_t N, const uint32_t* A, int64_t LDA, const uint32_t* B, int64_t LDB)
{
ROCSPARSE_UNIT_CHECK(M, N, A, LDA, B, LDB, ASSERT_EQ);
}
template <>
void unit_check_general(
int64_t M, int64_t N, const int64_t* A, int64_t LDA, const int64_t* B, int64_t LDB)
{
ROCSPARSE_UNIT_CHECK(M, N, A, LDA, B, LDB, ASSERT_EQ);
}
template <>
void unit_check_general(
int64_t M, int64_t N, const size_t* A, int64_t LDA, const size_t* B, int64_t LDB)
{
ROCSPARSE_UNIT_CHECK(M, N, A, LDA, B, LDB, ASSERT_EQ);
}
template <>
void unit_check_enum(const rocsparse_index_base a, const rocsparse_index_base b)
{
ASSERT_TRUE(a == b);
}
template <>
void unit_check_enum(const rocsparse_order a, const rocsparse_order b)
{
ASSERT_TRUE(a == b);
}
template <>
void unit_check_enum(const rocsparse_direction a, const rocsparse_direction b)
{
ASSERT_TRUE(a == b);
}
template <>
void unit_check_enum(const rocsparse_datatype a, const rocsparse_datatype b)
{
ASSERT_TRUE(a == b);
}
template <>
void unit_check_enum(const rocsparse_indextype a, const rocsparse_indextype b)
{
ASSERT_TRUE(a == b);
}
#define MAX_TOL_MULTIPLIER 4
template <typename T>
void near_check_general_template(int64_t M,
int64_t N,
const T* A,
int64_t LDA,
const T* B,
int64_t LDB,
floating_data_t<T> tol = default_tolerance<T>::value)
{
int tolm = 1;
for(int64_t j = 0; j < N; ++j)
{
for(int64_t i = 0; i < M; ++i)
{
T compare_val
= std::max(std::abs(A[i + j * LDA] * tol), 10 * std::numeric_limits<T>::epsilon());
#ifdef GOOGLE_TEST
if(rocsparse_isnan(A[i + j * LDA]))
{
ASSERT_TRUE(rocsparse_isnan(B[i + j * LDB]));
}
else if(rocsparse_isinf(A[i + j * LDA]))
{
ASSERT_TRUE(rocsparse_isinf(B[i + j * LDB]));
}
else
{
int k;
for(k = 1; k <= MAX_TOL_MULTIPLIER; ++k)
{
if(std::abs(A[i + j * LDA] - B[i + j * LDB]) <= compare_val * k)
{
break;
}
}
if(k > MAX_TOL_MULTIPLIER)
{
ASSERT_NEAR(A[i + j * LDA], B[i + j * LDB], compare_val);
}
tolm = std::max(tolm, k);
}
#else
int k;
for(k = 1; k <= MAX_TOL_MULTIPLIER; ++k)
{
if(std::abs(A[i + j * LDA] - B[i + j * LDB]) <= compare_val * k)
{
break;
}
}
if(k > MAX_TOL_MULTIPLIER)
{
std::cerr.precision(12);
std::cerr << "ASSERT_NEAR(" << A[i + j * LDA] << ", " << B[i + j * LDB]
<< ") failed: " << std::abs(A[i + j * LDA] - B[i + j * LDB])
<< " exceeds permissive range [" << compare_val << ","
<< compare_val * MAX_TOL_MULTIPLIER << " ]" << std::endl;
exit(EXIT_FAILURE);
}
tolm = std::max(tolm, k);
#endif
}
}
if(tolm > 1)
{
std::cerr << "WARNING near_check has been permissive with a tolerance multiplier equal to "
<< tolm << std::endl;
}
}
template <>
void near_check_general_template(int64_t M,
int64_t N,
const rocsparse_float_complex* A,
int64_t LDA,
const rocsparse_float_complex* B,
int64_t LDB,
float tol)
{
int tolm = 1;
for(int64_t j = 0; j < N; ++j)
{
for(int64_t i = 0; i < M; ++i)
{
rocsparse_float_complex compare_val
= rocsparse_float_complex(std::max(std::abs(std::real(A[i + j * LDA]) * tol),
10 * std::numeric_limits<float>::epsilon()),
std::max(std::abs(std::imag(A[i + j * LDA]) * tol),
10 * std::numeric_limits<float>::epsilon()));
#ifdef GOOGLE_TEST
if(rocsparse_isnan(A[i + j * LDA]))
{
ASSERT_TRUE(rocsparse_isnan(B[i + j * LDB]));
}
else if(rocsparse_isinf(A[i + j * LDA]))
{
ASSERT_TRUE(rocsparse_isinf(B[i + j * LDB]));
}
else
{
int k;
for(k = 1; k <= MAX_TOL_MULTIPLIER; ++k)
{
if(std::abs(std::real(A[i + j * LDA]) - std::real(B[i + j * LDB]))
<= std::real(compare_val) * k
&& std::abs(std::imag(A[i + j * LDA]) - std::imag(B[i + j * LDB]))
<= std::imag(compare_val) * k)
{
break;
}
}
if(k > MAX_TOL_MULTIPLIER)
{
ASSERT_NEAR(std::real(A[i + j * LDA]),
std::real(B[i + j * LDB]),
std::real(compare_val));
ASSERT_NEAR(std::imag(A[i + j * LDA]),
std::imag(B[i + j * LDB]),
std::imag(compare_val));
}
tolm = std::max(tolm, k);
}
#else
int k;
for(k = 1; k <= MAX_TOL_MULTIPLIER; ++k)
{
if(std::abs(std::real(A[i + j * LDA]) - std::real(B[i + j * LDB]))
<= std::real(compare_val) * k
&& std::abs(std::imag(A[i + j * LDA]) - std::imag(B[i + j * LDB]))
<= std::imag(compare_val) * k)
{
break;
}
}
if(k > MAX_TOL_MULTIPLIER)
{
std::cerr.precision(16);
std::cerr << "ASSERT_NEAR(" << A[i + j * LDA] << ", " << B[i + j * LDB]
<< ") failed: " << std::abs(A[i + j * LDA] - B[i + j * LDB])
<< " exceeds permissive range [" << compare_val << ","
<< compare_val * MAX_TOL_MULTIPLIER << " ]" << std::endl;
exit(EXIT_FAILURE);
}
tolm = std::max(tolm, k);
#endif
}
}
if(tolm > 1)
{
std::cerr << "WARNING near_check has been permissive with a tolerance multiplier equal to "
<< tolm << std::endl;
}
}
template <>
void near_check_general_template(int64_t M,
int64_t N,
const rocsparse_double_complex* A,
int64_t LDA,
const rocsparse_double_complex* B,
int64_t LDB,
double tol)
{
int tolm = 1;
for(int64_t j = 0; j < N; ++j)
{
for(int64_t i = 0; i < M; ++i)
{
rocsparse_double_complex compare_val
= rocsparse_double_complex(std::max(std::abs(std::real(A[i + j * LDA]) * tol),
10 * std::numeric_limits<double>::epsilon()),
std::max(std::abs(std::imag(A[i + j * LDA]) * tol),
10 * std::numeric_limits<double>::epsilon()));
#ifdef GOOGLE_TEST
if(rocsparse_isnan(A[i + j * LDA]))
{
ASSERT_TRUE(rocsparse_isnan(B[i + j * LDB]));
}
else if(rocsparse_isinf(A[i + j * LDA]))
{
ASSERT_TRUE(rocsparse_isinf(B[i + j * LDB]));
}
else
{
int k;
for(k = 1; k <= MAX_TOL_MULTIPLIER; ++k)
{
if(std::abs(std::real(A[i + j * LDA]) - std::real(B[i + j * LDB]))
<= std::real(compare_val) * k
&& std::abs(std::imag(A[i + j * LDA]) - std::imag(B[i + j * LDB]))
<= std::imag(compare_val) * k)
{
break;
}
}
if(k > MAX_TOL_MULTIPLIER)
{
ASSERT_NEAR(std::real(A[i + j * LDA]),
std::real(B[i + j * LDB]),
std::real(compare_val));
ASSERT_NEAR(std::imag(A[i + j * LDA]),
std::imag(B[i + j * LDB]),
std::imag(compare_val));
}
tolm = std::max(tolm, k);
}
#else
int k;
for(k = 1; k <= MAX_TOL_MULTIPLIER; ++k)
{
if(std::abs(std::real(A[i + j * LDA]) - std::real(B[i + j * LDB]))
<= std::real(compare_val) * k
&& std::abs(std::imag(A[i + j * LDA]) - std::imag(B[i + j * LDB]))
<= std::imag(compare_val) * k)
{
break;
}
}
if(k > MAX_TOL_MULTIPLIER)
{
std::cerr.precision(16);
std::cerr << "ASSERT_NEAR(" << A[i + j * LDA] << ", " << B[i + j * LDB]
<< ") failed: " << std::abs(A[i + j * LDA] - B[i + j * LDB])
<< " exceeds permissive range [" << compare_val << ","
<< compare_val * MAX_TOL_MULTIPLIER << " ]" << std::endl;
exit(EXIT_FAILURE);
}
tolm = std::max(tolm, k);
#endif
}
}
if(tolm > 1)
{
std::cerr << "WARNING near_check has been permissive with a tolerance multiplier equal to "
<< tolm << std::endl;
}
}
template <typename T>
void near_check_general(
int64_t M, int64_t N, const T* A, int64_t LDA, const T* B, int64_t LDB, floating_data_t<T> tol)
{
near_check_general_template(M, N, A, LDA, B, LDB, tol);
}
#define INSTANTIATE(TYPE) \
template void near_check_general(int64_t M, \
int64_t N, \
const TYPE* A, \
int64_t LDA, \
const TYPE* B, \
int64_t LDB, \
floating_data_t<TYPE> tol)
INSTANTIATE(int32_t);
INSTANTIATE(float);
INSTANTIATE(double);
INSTANTIATE(rocsparse_float_complex);
INSTANTIATE(rocsparse_double_complex);
#undef INSTANTIATE
void unit_check_garray(rocsparse_indextype ind_type,
int64_t size,
const void* source,
const void* target)
{
void* s;
CHECK_HIP_ERROR(rocsparse_hipHostMalloc(&s, rocsparse_indextype_sizeof(ind_type) * size));
CHECK_HIP_ERROR(
hipMemcpy(s, source, rocsparse_indextype_sizeof(ind_type) * size, hipMemcpyDeviceToHost));
void* t;
CHECK_HIP_ERROR(rocsparse_hipHostMalloc(&t, rocsparse_indextype_sizeof(ind_type) * size));
CHECK_HIP_ERROR(
hipMemcpy(t, target, rocsparse_indextype_sizeof(ind_type) * size, hipMemcpyDeviceToHost));
switch(ind_type)
{
case rocsparse_indextype_i32:
{
unit_check_segments<int32_t>(size, (const int32_t*)s, (const int32_t*)t);
break;
}
case rocsparse_indextype_i64:
{
unit_check_segments<int64_t>(size, (const int64_t*)s, (const int64_t*)t);
break;
}
case rocsparse_indextype_u16:
{
break;
}
}
CHECK_HIP_ERROR(rocsparse_hipFree(s));
CHECK_HIP_ERROR(rocsparse_hipFree(t));
}
void unit_check_garray(rocsparse_datatype val_type,
int64_t size,
const void* source,
const void* target)
{
void* s;
CHECK_HIP_ERROR(rocsparse_hipHostMalloc(&s, rocsparse_datatype_sizeof(val_type) * size));
CHECK_HIP_ERROR(
hipMemcpy(s, source, rocsparse_datatype_sizeof(val_type) * size, hipMemcpyDeviceToHost));
void* t;
CHECK_HIP_ERROR(rocsparse_hipHostMalloc(&t, rocsparse_datatype_sizeof(val_type) * size));
CHECK_HIP_ERROR(
hipMemcpy(t, target, rocsparse_datatype_sizeof(val_type) * size, hipMemcpyDeviceToHost));
switch(val_type)
{
case rocsparse_datatype_f32_r:
{
unit_check_segments<float>(size, (const float*)s, (const float*)t);
break;
}
case rocsparse_datatype_f32_c:
{
unit_check_segments<rocsparse_float_complex>(
size, (const rocsparse_float_complex*)s, (const rocsparse_float_complex*)t);
break;
}
case rocsparse_datatype_f64_r:
{
unit_check_segments<double>(size, (const double*)s, (const double*)t);
break;
}
case rocsparse_datatype_f64_c:
{
unit_check_segments<rocsparse_double_complex>(
size, (const rocsparse_double_complex*)s, (const rocsparse_double_complex*)t);
break;
}
case rocsparse_datatype_i32_r:
{
unit_check_segments<int32_t>(size, (const int32_t*)s, (const int32_t*)t);
break;
}
case rocsparse_datatype_u32_r:
{
// unit_check_segments<uint32_t>(size,(const uint32_t*) source, (const uint32_t*) t);
break;
}
case rocsparse_datatype_i8_r:
{
unit_check_segments<int8_t>(size, (const int8_t*)s, (const int8_t*)t);
break;
}
case rocsparse_datatype_u8_r:
{
unit_check_segments<uint8_t>(size, (const uint8_t*)source, (const uint8_t*)target);
break;
}
}
CHECK_HIP_ERROR(rocsparse_hipFree(s));
CHECK_HIP_ERROR(rocsparse_hipFree(t));
}
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