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TheRock/rocm-libraries/projects/hipblas/clients/include/hipblas_arguments.hpp
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/* ************************************************************************
* Copyright (C) 2016-2025 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 _HIPBLAS_ARGUMENTS_HPP_
#define _HIPBLAS_ARGUMENTS_HPP_
#include "hipblas.h"
#include "hipblas_datatype2string.hpp"
#include "utility.h"
#include <cmath>
#include <random>
#include <stdio.h>
#include <stdlib.h>
#include <type_traits>
#include <vector>
// Predeclare enumerator
enum hipblas_argument : int;
// bit mask hipblas_client_api_
const uint32_t c_API_64 = 1;
const uint32_t c_API_FORTRAN = 2;
const uint32_t c_API_INTERNAL = 4;
// bitmask
typedef enum hipblas_client_os_
{
LINUX = 1,
WINDOWS = 2,
ALL_OS = 3
} hipblas_client_os;
// bitmask
typedef enum hipblas_backend_
{
AMD = 1,
NVIDIA = 2,
ALL_BACKEND = 3
} hipblas_backend;
typedef enum hipblas_client_api_
{
C = 0,
C_64 = 1,
FORTRAN = 2,
FORTRAN_64 = 3
} hipblas_client_api;
/*! \brief device matches pattern */
bool gpu_arch_match(const std::string& gpu_arch, const char pattern[4]);
// conversion helpers
template <typename T>
inline T convert_alpha_beta(double r, double i)
{
return T(r);
}
template <>
inline hipblasBfloat16 convert_alpha_beta<hipblasBfloat16>(double r, double i)
{
return float_to_bfloat16(r);
}
template <>
inline hipblasHalf convert_alpha_beta<hipblasHalf>(double r, double i)
{
return float_to_half(r);
}
template <>
inline std::complex<float> convert_alpha_beta<std::complex<float>>(double r, double i)
{
return std::complex<float>(r, i);
}
template <>
inline std::complex<double> convert_alpha_beta<std::complex<double>>(double r, double i)
{
return std::complex<double>(r, i);
}
/*! \brief Class used to parse command arguments in both benchmark & gtest */
struct Arguments
{
// if you add or reorder members you must update FOR_EACH_ARGUMENT macro
int64_t M = 128;
int64_t N = 128;
int64_t K = 128;
int64_t KL = 128;
int64_t KU = 128;
int64_t rows = 128;
int64_t cols = 128;
int64_t lda = 128;
int64_t ldb = 128;
int64_t ldc = 128;
int64_t ldd = 128;
hipDataType a_type = HIP_R_32F;
hipDataType b_type = HIP_R_32F;
hipDataType c_type = HIP_R_32F;
hipDataType d_type = HIP_R_32F;
// used for all _ex functions except for gemmEx
hipDataType compute_type = HIP_R_32F;
// used for gemmEx
hipblasComputeType_t compute_type_gemm = HIPBLAS_COMPUTE_32F;
int64_t incx = 1;
int64_t incy = 1;
int64_t incd = 1;
int64_t incb = 1;
double stride_scale = 1.0;
hipblasStride stride_a; // stride_a > transA == 'N' ? lda * K : lda * M
hipblasStride stride_b; // stride_b > transB == 'N' ? ldb * N : ldb * K
hipblasStride stride_c; // stride_c > ldc * N
hipblasStride stride_d; // stride_d > ldd * N
hipblasStride stride_x;
hipblasStride stride_y;
size_t user_allocated_workspace;
int start = 1024;
int end = 10240;
int step = 1000;
double alpha = 1.0;
double alphai = 0.0;
double beta = 0.0;
double betai = 0.0;
char transA = 'N';
char transB = 'N';
char side = 'L';
char uplo = 'L';
char diag = 'N';
int apiCallCount = 1;
int64_t batch_count = 10;
bool inplace = false; // only for trmm
bool with_flags = false;
int norm_check = 0;
int unit_check = 1;
int timing = 0;
int iters = 10;
int cold_iters = 2;
uint32_t algo;
int32_t solution_index;
uint32_t flags;
char function[64];
char name[64];
char category[64];
int atomics_mode = HIPBLAS_ATOMICS_NOT_ALLOWED;
hipblas_client_os os_flags;
// the gpu arch string after "gfx" for which the test is valid
// '?' is wildcard char, empty string is default as valid on all
char gpu_arch[4];
hipblas_backend backend_flags;
hipblas_client_api api = hipblas_client_api::C;
// memory padding for testing write out of bounds
uint32_t pad;
hipblas_initialization initialization = hipblas_initialization::rand_int;
// if true, test all bad_arg as supported by rocBLAS backend
// these tests are often not supported with cuBLAS backend
bool bad_arg_all;
// clang-format off
// Generic macro which operates over the list of arguments in order of declaration
#define FOR_EACH_ARGUMENT(OPER, SEP) \
OPER(M) SEP \
OPER(N) SEP \
OPER(K) SEP \
OPER(KL) SEP \
OPER(KU) SEP \
OPER(rows) SEP \
OPER(cols) SEP \
OPER(lda) SEP \
OPER(ldb) SEP \
OPER(ldc) SEP \
OPER(ldd) SEP \
OPER(a_type) SEP \
OPER(b_type) SEP \
OPER(c_type) SEP \
OPER(d_type) SEP \
OPER(compute_type) SEP \
OPER(compute_type_gemm) SEP \
OPER(incx) SEP \
OPER(incy) SEP \
OPER(incd) SEP \
OPER(incb) SEP \
OPER(stride_scale) SEP \
OPER(stride_a) SEP \
OPER(stride_b) SEP \
OPER(stride_c) SEP \
OPER(stride_d) SEP \
OPER(stride_x) SEP \
OPER(stride_y) SEP \
OPER(user_allocated_workspace) SEP \
OPER(start) SEP \
OPER(end) SEP \
OPER(step) SEP \
OPER(alpha) SEP \
OPER(alphai) SEP \
OPER(beta) SEP \
OPER(betai) SEP \
OPER(transA) SEP \
OPER(transB) SEP \
OPER(side) SEP \
OPER(uplo) SEP \
OPER(diag) SEP \
OPER(apiCallCount) SEP \
OPER(batch_count) SEP \
OPER(inplace) SEP \
OPER(with_flags) SEP \
OPER(norm_check) SEP \
OPER(unit_check) SEP \
OPER(timing) SEP \
OPER(iters) SEP \
OPER(cold_iters) SEP \
OPER(algo) SEP \
OPER(solution_index) SEP \
OPER(flags) SEP \
OPER(function) SEP \
OPER(name) SEP \
OPER(category) SEP \
OPER(atomics_mode) SEP \
OPER(os_flags) SEP \
OPER(gpu_arch) SEP \
OPER(backend_flags) SEP \
OPER(api) SEP \
OPER(pad) SEP \
OPER(initialization) SEP \
OPER(bad_arg_all)
// clang-format on
// Validate input format.
static void validate(std::istream& ifs);
// Function to print Arguments out to stream in YAML format
friend std::ostream& operator<<(std::ostream& str, const Arguments& arg);
// Google Tests uses this with std:ostream automatically to dump parameters
//friend std::ostream& operator<<(std::ostream& str, const Arguments& arg);
// Function to read Arguments data from stream
friend std::istream& operator>>(std::istream& str, Arguments& arg);
// Convert (alpha, alphai) and (beta, betai) to a particular type
// Return alpha, beta adjusted to 0 for when they are NaN
template <typename T>
T get_alpha() const
{
if constexpr(std::is_same_v<T, hipblasBfloat16>)
return hipblas_isnan(alpha) ? float_to_bfloat16(0.0)
: convert_alpha_beta<T>(alpha, alphai);
else
return hipblas_isnan(alpha) || (is_complex<T> && hipblas_isnan(alphai))
? T(0.0)
: convert_alpha_beta<T>(alpha, alphai);
}
template <typename T>
T get_beta() const
{
if constexpr(std::is_same_v<T, hipblasBfloat16>)
return hipblas_isnan(beta) ? float_to_bfloat16(0.0)
: convert_alpha_beta<T>(beta, betai);
else
return hipblas_isnan(beta) || (is_complex<T> && hipblas_isnan(betai))
? T(0.0)
: convert_alpha_beta<T>(beta, betai);
}
private:
};
// We make sure that the Arguments struct is C-compatible
/*
static_assert(std::is_standard_layout<Arguments>{},
"Arguments is not a standard layout type, and thus is "
"incompatible with C.");
static_assert(std::is_trivial<Arguments>{},
"Arguments is not a trivial type, and thus is "
"incompatible with C.");
*/
// Arguments enumerators
// Create
// enum hipblas_argument : int {e_M, e_N, e_K, e_KL, ... };
// There is an enum value for each case in FOR_EACH_ARGUMENT.
//
#define CREATE_ENUM(NAME) e_##NAME,
enum hipblas_argument : int
{
FOR_EACH_ARGUMENT(CREATE_ENUM, )
};
#undef CREATE_ENUM
// ArgumentsHelper contains a templated lambda apply<> where there is a template
// specialization for each line in the CPP macro FOR_EACH_ARGUMENT. For example,
// the first lambda is: apply<e_M> = [](auto&& func, const Arguments& arg, auto){func("M", arg.m);};
// This lambda can be used to print "M" and arg.m.
//
// alpha and beta are specialized separately, because they need to use get_alpha() or get_beta().
// To prevent multiple definitions of specializations for alpha and beta, the hipblas_argument
// enum for alpha and beta are changed to hipblas_argument(-1) and hipblas_argument(-2) during
// the FOR_EACH_ARGUMENT loop. Those out-of-range enum values are not used except here, and are
// only used so that the FOR_EACH_ARGUMENT loop can be used to loop over all of the arguments.
#if __cplusplus >= 201703L
// C++17
// ArgumentsHelper contains a templated lambda apply<> where there is a template
// specialization for each line in the CPP macro FOR_EACH_ARGUMENT. For example,
// the first lambda is: apply<e_M> = [](auto&& func, const Arguments& arg, auto){func("M", arg.m)}
// This lambda can be used to print "M" and arg.m
namespace ArgumentsHelper
{
template <hipblas_argument>
inline constexpr auto apply = nullptr;
// Macro defining specializations for specific arguments
// e_alpha, e_beta, and datatypes get turned into negative sentinel value specializations
// clang-format off
#define APPLY(NAME) \
template <> \
inline constexpr auto \
apply<e_##NAME == e_alpha ? hipblas_argument(-1) \
: e_##NAME == e_beta ? hipblas_argument(-2) \
: e_##NAME == e_a_type ? hipblas_argument(-3) \
: e_##NAME == e_b_type ? hipblas_argument(-4) \
: e_##NAME == e_c_type ? hipblas_argument(-5) \
: e_##NAME == e_d_type ? hipblas_argument(-6) \
: e_##NAME == e_compute_type ? hipblas_argument(-7) \
: e_##NAME> = \
[](auto&& func, const Arguments& arg, auto) { func(#NAME, arg.NAME); }
// Specialize apply for each Argument
FOR_EACH_ARGUMENT(APPLY, ;);
// Specialization for e_alpha
template <>
inline constexpr auto apply<e_alpha> =
[](auto&& func, const Arguments& arg, auto T) {
func("alpha", arg.get_alpha<decltype(T)>());
};
// Specialization for e_beta
template <>
inline constexpr auto apply<e_beta> =
[](auto&& func, const Arguments& arg, auto T) {
func("beta", arg.get_beta<decltype(T)>());
};
// Specialization for datatypes
template <>
inline constexpr auto apply<e_a_type> =
[](auto&& func, const Arguments& arg, auto T) {
func("a_type", hip_datatype2string(arg.a_type));
};
template <>
inline constexpr auto apply<e_b_type> =
[](auto&& func, const Arguments& arg, auto T) {
func("b_type", hip_datatype2string(arg.b_type));
};
template <>
inline constexpr auto apply<e_c_type> =
[](auto&& func, const Arguments& arg, auto T) {
func("c_type", hip_datatype2string(arg.c_type));
};
template <>
inline constexpr auto apply<e_d_type> =
[](auto&& func, const Arguments& arg, auto T) {
func("d_type", hip_datatype2string(arg.d_type));
};
template <>
inline constexpr auto apply<e_compute_type> =
[](auto&& func, const Arguments& arg, auto T) {
func("compute_type", hip_datatype2string(arg.compute_type));
};
};
// clang-format on
#else
// C++14. TODO: Remove when C++17 is used
// clang-format off
namespace ArgumentsHelper
{
#define APPLY(NAME) \
template <> \
struct apply<e_##NAME == e_alpha ? hipblas_argument(-1) : \
e_##NAME == e_beta ? hipblas_argument(-2) : \
e_##NAME> \
{ \
auto operator()() \
{ \
return \
[](auto&& func, const Arguments& arg, auto) \
{ \
func(#NAME, arg.NAME); \
}; \
} \
};
template <hipblas_argument>
struct apply
{
};
// Go through every argument and define specializations
FOR_EACH_ARGUMENT(APPLY, ;);
// Specialization for e_alpha
template <>
struct apply<e_alpha>
{
auto operator()()
{
return
[](auto&& func, const Arguments& arg, auto T)
{
func("alpha", arg.get_alpha<decltype(T)>());
};
}
};
// Specialization for e_beta
template <>
struct apply<e_beta>
{
auto operator()()
{
return
[](auto&& func, const Arguments& arg, auto T)
{
func("beta", arg.get_beta<decltype(T)>());
};
}
};
};
// clang-format on
#endif
#undef APPLY
#endif