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#ifndef __TACHO_UTIL_HPP__
#define __TACHO_UTIL_HPP__
// standard C includes
#include <stdio.h>
#include <string.h>
// "std" includes
#include <algorithm>
#include <string>
#include <iostream>
#include <iomanip>
#include <fstream>
#include <vector>
#include <set>
#include <map>
#include <memory>
#include <cmath>
//#include <complex>
#include <limits>
/// \file Tacho_Util.hpp
/// \brief Utility functions and constant integer class like an enum class.
/// \author Kyungjoo Kim (kyukim@sandia.gov)
namespace Tacho {
/// \brief Error handling.
//
#define MSG_NOT_YET_IMPLEMENTED "Not yet implemented"
#define MSG_INVALID_INPUT(what) "Invaid input argument: " #what
#define MSG_NOT_HAVE_PACKAGE(what) "Tacho does not have a package or library: " what
#define MSG_INVALID_TEMPLATE_ARGS "Invaid template arguments"
#define TACHO_TEST_FOR_ABORT(ierr, msg) \
if ((ierr) != 0) { \
printf(">> Error in file %s, line %d, error %d \n %s\n",__FILE__,__LINE__,ierr,msg); \
Kokkos::abort(">> Tacho abort\n"); \
}
#define TACHO_TEST_FOR_EXCEPTION(ierr, x, msg) \
if ((ierr) != 0) { \
fprintf(stderr, ">> Error in file %s, line %d, error %d \n",__FILE__,__LINE__,ierr); \
fprintf(stderr, " %s\n", msg); \
throw x(msg); \
}
#define TACHO_TEST_FOR_WARNING(ierr, msg) \
if ((ierr) != 0) { \
printf(">> Warning in file %s, line %d, error %d \n %s\n",__FILE__,__LINE__,ierr,msg); \
}
/// \brief Control parameter decomposition.
///
// control id
#undef Ctrl
#define Ctrl(name,algo,variant) name<algo,variant>
// control leaf
#undef CtrlComponent
#define CtrlComponent(name,algo,variant,component,id) \
Ctrl(name,algo,variant)::component[id]
// control recursion
#undef CtrlDetail
#define CtrlDetail(name,algo,variant,component) \
CtrlComponent(name,algo,variant,component,0),CtrlComponent(name,algo,variant,component,1),name
// default value
template<typename T>
struct is_complex_type { enum : bool { value = false }; };
// specialization
template< typename T >
struct is_complex_type< Kokkos::complex<T> >
{ enum : bool { value = true }; };
// default value
template<typename T>
struct is_scalar_type { enum : bool { value = false }; };
template<>
struct is_scalar_type<int> { enum : bool { value = true }; };
template<>
struct is_scalar_type<unsigned int> { enum : bool { value = true }; };
template<>
struct is_scalar_type<long> { enum : bool { value = true }; };
template<>
struct is_scalar_type<unsigned long> { enum : bool { value = true }; };
template<>
struct is_scalar_type<float> { enum : bool { value = true }; };
template<>
struct is_scalar_type<double> { enum : bool { value = true }; };
template<>
struct is_scalar_type<Kokkos::complex<float> > { enum : bool { value = true }; };
template<>
struct is_scalar_type<Kokkos::complex<double> > { enum : bool { value = true }; };
class Util {
public:
static constexpr size_t LabelSize = 64;
template<typename T>
KOKKOS_INLINE_FUNCTION
static T min(const T a, const T b) {
return (a < b ? a : b);
}
template<typename T>
KOKKOS_INLINE_FUNCTION
static T max(const T a, const T b) {
return (a > b ? a : b);
}
template<typename T>
KOKKOS_INLINE_FUNCTION
static T abs(const T a) {
return (a > 0 ? a : -a);
}
template<typename T>
KOKKOS_INLINE_FUNCTION
static T real(const T a) {
return a;
}
template<typename T>
KOKKOS_INLINE_FUNCTION
static T imag(const T a) {
return 0;
}
template<typename T>
KOKKOS_INLINE_FUNCTION
static T conj(const T a) {
return a;
}
template<typename T1, typename T2, typename T3>
KOKKOS_FORCEINLINE_FUNCTION
static void unrollIndex(Kokkos::pair<T1,T1> &idx,
const T2 k, const T3 stride) {
idx.first = k%stride;
idx.second = k/stride;
}
template<typename T1, typename T2, typename T3, typename T4>
KOKKOS_FORCEINLINE_FUNCTION
static void unrollIndex(T1 &i, T2 &j,
const T3 k,
const T4 stride) {
i = k%stride;
j = k/stride;
}
template<size_t N, typename Lambda, typename IterT>
KOKKOS_FORCEINLINE_FUNCTION
static void unrollLoop(const Lambda &f, const IterT& iter) {
if (N != 0) unrollLoop<N-1>(f, iter);
f(iter + N);
}
template<typename T>
KOKKOS_FORCEINLINE_FUNCTION
static bool isComplex() {
return is_complex_type<T>::value;
}
template<typename T>
KOKKOS_FORCEINLINE_FUNCTION
static bool isScalar() {
return is_scalar_type<T>::value;
}
// uses range [first, last)
template<typename ValueType, typename SpaceType, typename IterType>
KOKKOS_FORCEINLINE_FUNCTION
static IterType getLowerBound(const Kokkos::View<ValueType*,SpaceType> &data,
IterType first,
IterType last,
const ValueType val) {
IterType it, count = last - first, step = 0;
while (count > 0) {
it = first;
it += ( step = (count >> 1) );
if (data[it] < val) {
first = ++it;
count -= step+1;
} else {
count=step;
}
}
return first;
}
template<typename ValueType, typename SpaceType, typename IterType>
KOKKOS_FORCEINLINE_FUNCTION
static IterType getUpperBound(const Kokkos::View<ValueType*,SpaceType> &data,
IterType first,
IterType last,
const ValueType val) {
IterType it, count = last - first, step;
while (count > 0) {
it = first;
it += ( step = (count >> 1) );
if (!(val < data[it])) {
first = ++it;
count -= step+1;
} else {
count = step;
}
}
return first;
}
template<typename T>
KOKKOS_FORCEINLINE_FUNCTION
static void swap(T &a, T &b) {
T c(a); a = b; b = c;
}
template<typename dataValueType, class ... dataProperties,
typename idxValueType, class ... idxProperties,
typename OrdinalType>
KOKKOS_INLINE_FUNCTION
static void sort(/**/ Kokkos::View<dataValueType*,dataProperties...> data,
/**/ Kokkos::View<idxValueType*,idxProperties...> idx,
const OrdinalType begin,
const OrdinalType end) {
if (begin + 1 < end) {
const auto piv = data[begin];
OrdinalType left = (begin + 1), right = end;
while (left < right) {
if (data[left] <= piv) {
++left;
} else {
--right;
Util::swap(data[left], data[right]);
Util::swap(idx [left], idx [right]);
}
}
--left;
Util::swap(data[left], data[begin]);
Util::swap(idx [left], idx [begin]);
// recursion
Util::sort(data, idx, begin, left);
Util::sort(data, idx, right, end );
}
}
template<typename dataValueType, class ...dataProperties,
typename OrdinalType>
KOKKOS_INLINE_FUNCTION
static void sort(/**/ Kokkos::View<dataValueType*,dataProperties...> data,
const OrdinalType begin,
const OrdinalType end) {
if (begin + 1 < end) {
const auto piv = data[begin];
OrdinalType left = (begin + 1), right = end;
while (left < right) {
if (data[left] <= piv) {
++left;
} else {
--right;
Util::swap(data[left], data[right]);
}
}
--left;
Util::swap(data[left], data[begin]);
// recursion
Util::sort(data, begin, left);
Util::sort(data, right, end );
}
}
};
/// \class Partition
/// \brief Matrix partition parameters.
///
class Partition {
public:
static constexpr int Top = 101;
static constexpr int Bottom = 102;
static constexpr int Left = 201;
static constexpr int Right = 202;
static constexpr int TopLeft = 401;
static constexpr int TopRight = 402;
static constexpr int BottomLeft = 403;
static constexpr int BottomRight = 404;
};
/// \class Uplo
/// \brief Matrix upper/lower parameters.
///
class Uplo {
public:
static constexpr int Upper = 501;
static constexpr int Lower = 502;
};
/// \class Side
/// \brief Matrix left/right parameters.
class Side {
public:
static constexpr int Left = 601;
static constexpr int Right = 602;
};
/// \class Diag
/// \brief Matrix unit/non-unit diag parameters.
class Diag {
public:
static constexpr int Unit = 701;
static constexpr int NonUnit = 702;
};
/// \class Trans
/// \brief Matrix upper/lower parameters.
class Trans {
public:
static constexpr int Transpose = 801;
static constexpr int ConjTranspose = 802;
static constexpr int NoTranspose = 803;
};
/// \class Variant
/// \brief Algorithmic variants.
class Variant {
public:
static constexpr int One = 1;
static constexpr int Two = 2;
static constexpr int Three = 3;
static constexpr int Four = 4;
static constexpr int Five = 5;
static constexpr int Six = 6;
static constexpr int Seven = 7;
static constexpr int Eight = 8;
static constexpr int Nine = 9;
};
class TaskWindow {
public:
static constexpr unsigned int CholByBlocks = 4096;
static constexpr unsigned int TriSolveByBlocks = 4096;
};
/// \class AlgoChol
/// \brief Various Cholesky algorithms for sparse and dense factorization.
class AlgoChol {
public:
// - Flat sparse matrix
static constexpr int Dummy = 1000;
static constexpr int Unblocked = 1001;
static constexpr int ExternalPardiso = 1002;
// - Block sparse matrix
static constexpr int ByBlocks = 1101;
// - Flat dense matrix
static constexpr int ExternalLapack = 1202;
// - Hier dense matrix
static constexpr int DenseByBlocks = 1211;
// - Flat sparse with nested dense matrices
static constexpr int SuperNodes = 1301;
static constexpr int SuperNodesByBlocks = 1302;
};
/// \class AlgoTriSolve
/// \brief Various Cholesky algorithms for sparse and dense factorization.
class AlgoTriSolve {
public:
// - Flat sparse matrix
static constexpr int Dummy = 1400;
static constexpr int Unblocked = 1401;
static constexpr int ExternalPardiso = 1402;
// - Block sparse matrix
static constexpr int ByBlocks = 1501;
// - Flat sparse with nested dense matrices
static constexpr int SuperNodes = 1601;
static constexpr int SuperNodesByBlocks = 1602;
};
/// \class AlgoBlas
/// \brief Various matrix BLAS algorithms for sparse and dense operations.
class AlgoBlas {
public:
// - Flat sparse-sparse matrix
static constexpr int SparseSparseUnblocked = 2001;
static constexpr int SparseDenseUnblocked = 2002;
// - Flat dense matrix
static constexpr int ExternalBlas = 2011;
static constexpr int InternalBlas = 2012;
// - Flat sparse with nested dense matrices
static constexpr int SparseSparseSuperNodes = 2021;
static constexpr int SparseDenseSuperNodes = 2022;
static constexpr int SparseSparseSuperNodesByBlocks = 2033;
static constexpr int SparseDenseSuperNodesByBlocks = 2034;
};
class AlgoGemm : public AlgoBlas {
public:
static constexpr int DenseByBlocks = 2101;
};
class AlgoTrsm : public AlgoBlas {
public:
static constexpr int DenseByBlocks = 2201;
};
class AlgoHerk : public AlgoBlas {
public:
static constexpr int DenseByBlocks = 2301;
};
struct Stat {
double flop;
Stat() : flop(0.0) {}
Stat& operator+=(const Stat &b) {
flop += b.flop;
return *this;
}
};
inline Stat operator+(Stat a, const Stat &b) {
return a += b;
}
/// \class Coo
/// \brief Sparse coordinate format; (i, j, val).
template<typename OrdinalType, typename ValueType>
class Coo {
public:
typedef OrdinalType ordinal_type;
typedef ValueType value_type;
public:
ordinal_type _i,_j;
value_type _val;
public:
ordinal_type& Row() { return _i; }
ordinal_type& Col() { return _j; }
value_type& Val() { return _val; }
ordinal_type Row() const { return _i; }
ordinal_type Col() const { return _j; }
value_type Val() const { return _val; }
Coo() = default;
Coo(const ordinal_type i,
const ordinal_type j,
const value_type val)
: _i(i), _j(j), _val(val) {}
Coo(const Coo& b) = default;
/// \brief Compare "less" index i and j only.
bool operator<(const Coo &y) const {
ordinal_type r_val = (this->_i - y._i);
return (r_val == 0 ? this->_j < y._j : r_val < 0);
}
/// \brief Compare "equality" only index i and j.
bool operator==(const Coo &y) const {
return (this->_i == y._i) && (this->_j == y._j);
}
/// \brief Compare "in-equality" only index i and j.
bool operator!=(const Coo &y) const {
return !(*this == y);
}
};
}
#endif
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