1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 664 665 666 667 668 669 670 671 672 673 674 675 676 677 678 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 708 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729 730 731 732 733
|
// Copyright (c) 2017-2023, University of Tennessee. All rights reserved.
// SPDX-License-Identifier: BSD-3-Clause
// This program is free software: you can redistribute it and/or modify it under
// the terms of the BSD 3-Clause license. See the accompanying LICENSE file.
#ifndef BLAS_UTIL_HH
#define BLAS_UTIL_HH
#include <exception>
#include <complex>
#include <cstdarg>
#include <limits>
#include <vector>
#include <algorithm>
#include <assert.h>
namespace blas {
/// Use to silence compiler warning of unused variable.
#define blas_unused( var ) ((void)var)
// For printf, int64_t could be long (%ld), which is >= 32 bits,
// or long long (%lld), guaranteed >= 64 bits.
// Cast to llong to ensure printing 64 bits.
using llong = long long;
//------------------------------------------------------------------------------
/// Exception class for BLAS errors.
class Error: public std::exception {
public:
/// Constructs BLAS error
Error():
std::exception()
{}
/// Constructs BLAS error with message
Error( std::string const& msg ):
std::exception(),
msg_( msg )
{}
/// Constructs BLAS error with message: "msg, in function func"
Error( const char* msg, const char* func ):
std::exception(),
msg_( std::string(msg) + ", in function " + func )
{}
/// Returns BLAS error message
virtual const char* what() const noexcept override
{ return msg_.c_str(); }
private:
std::string msg_;
};
// -----------------------------------------------------------------------------
enum class Layout : char { ColMajor = 'C', RowMajor = 'R' };
enum class Op : char { NoTrans = 'N', Trans = 'T', ConjTrans = 'C' };
enum class Uplo : char { Upper = 'U', Lower = 'L', General = 'G' };
enum class Diag : char { NonUnit = 'N', Unit = 'U' };
enum class Side : char { Left = 'L', Right = 'R' };
extern const char* Layout_help;
extern const char* Op_help;
extern const char* Uplo_help;
extern const char* Diag_help;
extern const char* Side_help;
// -----------------------------------------------------------------------------
// Convert enum to LAPACK-style char.
inline char to_char( Layout value ) { return char( value ); }
inline char to_char( Op value ) { return char( value ); }
inline char to_char( Uplo value ) { return char( value ); }
inline char to_char( Diag value ) { return char( value ); }
inline char to_char( Side value ) { return char( value ); }
[[deprecated("use to_char. To be removed 2025-05.")]]
inline char layout2char( Layout value ) { return char( value ); }
[[deprecated("use to_char. To be removed 2025-05.")]]
inline char op2char( Op value ) { return char( value ); }
[[deprecated("use to_char. To be removed 2025-05.")]]
inline char uplo2char( Uplo value ) { return char( value ); }
[[deprecated("use to_char. To be removed 2025-05.")]]
inline char diag2char( Diag value ) { return char( value ); }
[[deprecated("use to_char. To be removed 2025-05.")]]
inline char side2char( Side value ) { return char( value ); }
//------------------------------------------------------------------------------
// Convert enum to LAPACK-style C string (const char*).
inline const char* to_c_string( Layout value )
{
switch (value) {
case Layout::ColMajor: return "col";
case Layout::RowMajor: return "row";
}
return "?";
}
inline const char* to_c_string( Op value )
{
switch (value) {
case Op::NoTrans: return "notrans";
case Op::Trans: return "trans";
case Op::ConjTrans: return "conj";
}
return "?";
}
inline const char* to_c_string( Uplo value )
{
switch (value) {
case Uplo::Lower: return "lower";
case Uplo::Upper: return "upper";
case Uplo::General: return "general";
}
return "?";
}
inline const char* to_c_string( Diag value )
{
switch (value) {
case Diag::NonUnit: return "nonunit";
case Diag::Unit: return "unit";
}
return "?";
}
inline const char* to_c_string( Side value )
{
switch (value) {
case Side::Left: return "left";
case Side::Right: return "right";
}
return "?";
}
//------------------------------------------------------------------------------
// Convert enum to LAPACK-style C++ string.
inline std::string to_string( Layout value )
{
return to_c_string( value );
}
inline std::string to_string( Op value )
{
return to_c_string( value );
}
inline std::string to_string( Uplo value )
{
return to_c_string( value );
}
inline std::string to_string( Diag value )
{
return to_c_string( value );
}
inline std::string to_string( Side value )
{
return to_c_string( value );
}
//------------------------------------------------------------------------------
// Convert enum to LAPACK-style C string.
[[deprecated("use to_string or to_c_string. To be removed 2025-05.")]]
inline const char* layout2str( Layout value )
{
return to_c_string( value );
}
[[deprecated("use to_string or to_c_string. To be removed 2025-05.")]]
inline const char* op2str( Op value )
{
return to_c_string( value );
}
[[deprecated("use to_string or to_c_string. To be removed 2025-05.")]]
inline const char* uplo2str( Uplo value )
{
return to_c_string( value );
}
[[deprecated("use to_string or to_c_string. To be removed 2025-05.")]]
inline const char* diag2str( Diag value )
{
return to_c_string( value );
}
[[deprecated("use to_string or to_c_string. To be removed 2025-05.")]]
inline const char* side2str( Side value )
{
return to_c_string( value );
}
//------------------------------------------------------------------------------
// Convert LAPACK-style char or string to enum.
inline void from_string( std::string const& str, Layout* val )
{
std::string str_ = str;
std::transform( str_.begin(), str_.end(), str_.begin(), ::tolower );
if (str_ == "c" || str_ == "colmajor")
*val = Layout::ColMajor;
else if (str_ == "r" || str_ == "rowmajor")
*val = Layout::RowMajor;
else
throw Error( "unknown Layout: " + str );
}
inline void from_string( std::string const& str, Op* val )
{
std::string str_ = str;
std::transform( str_.begin(), str_.end(), str_.begin(), ::tolower );
if (str_ == "n" || str_ == "notrans")
*val = Op::NoTrans;
else if (str_ == "t" || str_ == "trans")
*val = Op::Trans;
else if (str_ == "c" || str_ == "conjtrans")
*val = Op::ConjTrans;
else
throw Error( "unknown Op: " + str );
}
inline void from_string( std::string const& str, Uplo* val )
{
std::string str_ = str;
std::transform( str_.begin(), str_.end(), str_.begin(), ::tolower );
if (str_ == "l" || str_ == "lower")
*val = Uplo::Lower;
else if (str_ == "u" || str_ == "upper")
*val = Uplo::Upper;
else if (str_ == "g" || str_ == "general")
*val = Uplo::General;
else
throw Error( "unknown Uplo: " + str );
}
inline void from_string( std::string const& str, Diag* val )
{
std::string str_ = str;
std::transform( str_.begin(), str_.end(), str_.begin(), ::tolower );
if (str_ == "n" || str_ == "nonunit")
*val = Diag::NonUnit;
else if (str_ == "u" || str_ == "unit")
*val = Diag::Unit;
else
throw Error( "unknown Diag: " + str );
}
inline void from_string( std::string const& str, Side* val )
{
std::string str_ = str;
std::transform( str_.begin(), str_.end(), str_.begin(), ::tolower );
if (str_ == "l" || str_ == "left")
*val = Side::Left;
else if (str_ == "r" || str_ == "right")
*val = Side::Right;
else
throw Error( "unknown Side: " + str );
}
///-----------------------------------------------------------------------------
// Convert LAPACK-style char to enum.
[[deprecated("use from_string. To be removed 2025-05.")]]
inline Layout char2layout( char layout )
{
layout = (char) toupper( layout );
assert( layout == 'C' || layout == 'R' );
return Layout( layout );
}
[[deprecated("use from_string. To be removed 2025-05.")]]
inline Op char2op( char op )
{
op = (char) toupper( op );
assert( op == 'N' || op == 'T' || op == 'C' );
return Op( op );
}
[[deprecated("use from_string. To be removed 2025-05.")]]
inline Uplo char2uplo( char uplo )
{
uplo = (char) toupper( uplo );
assert( uplo == 'L' || uplo == 'U' || uplo == 'G' );
return Uplo( uplo );
}
[[deprecated("use from_string. To be removed 2025-05.")]]
inline Diag char2diag( char diag )
{
diag = (char) toupper( diag );
assert( diag == 'N' || diag == 'U' );
return Diag( diag );
}
[[deprecated("use from_string. To be removed 2025-05.")]]
inline Side char2side( char side )
{
side = (char) toupper( side );
assert( side == 'L' || side == 'R' );
return Side( side );
}
// -----------------------------------------------------------------------------
// 1-norm absolute value, |Re(x)| + |Im(x)|
template <typename T>
T abs1( T x )
{
using std::abs;
return abs( x );
}
template <typename T>
T abs1( std::complex<T> x )
{
using std::abs;
return abs( real( x ) ) + abs( imag( x ) );
}
// -----------------------------------------------------------------------------
// common_type_t is defined in C++14; here's a C++11 definition
#if __cplusplus >= 201402L
using std::common_type_t;
using std::decay_t;
#else
template <typename... Ts>
using common_type_t = typename std::common_type< Ts... >::type;
template <typename... Ts>
using decay_t = typename std::decay< Ts... >::type;
#endif
//------------------------------------------------------------------------------
/// True if T is std::complex<T2> for some type T2.
template <typename T>
struct is_complex:
std::integral_constant<bool, false>
{};
// specialize for std::complex
template <typename T>
struct is_complex< std::complex<T> >:
std::integral_constant<bool, true>
{};
// -----------------------------------------------------------------------------
// Previously extended real and imag to real types. Belatedly discovered that
// C++11 extends std::real and std::imag to float and integer types,
// so just use those now.
using std::real;
using std::imag;
/// Extend conj to real datatypes.
/// For real T, this returns type T, whereas C++11 returns complex<T>.
/// Usage:
/// using blas::conj;
/// scalar_t x = ...
/// scalar_t y = conj( x );
/// That will use std::conj for complex types, and blas::conj for other types.
/// This prohibits complex types; it can't be called as y = blas::conj( x ).
///
template <typename T>
inline T conj( T x )
{
static_assert(
! is_complex<T>::value,
"Usage: using blas::conj; y = conj(x); NOT: y = blas::conj(x);" );
return x;
}
// -----------------------------------------------------------------------------
// Based on C++14 common_type implementation from
// http://www.cplusplus.com/reference/type_traits/common_type/
// Adds promotion of complex types based on the common type of the associated
// real types. This fixes various cases:
//
// std::common_type_t< double, complex<float> > is complex<float> (wrong)
// scalar_type< double, complex<float> > is complex<double> (right)
//
// std::common_type_t< int, complex<long> > is not defined (compile error)
// scalar_type< int, complex<long> > is complex<long> (right)
// for zero types
template <typename... Types>
struct scalar_type_traits;
// define scalar_type<> type alias
template <typename... Types>
using scalar_type = typename scalar_type_traits< Types... >::type;
// for one type
template <typename T>
struct scalar_type_traits< T >
{
using type = decay_t<T>;
};
// for two types
// relies on type of ?: operator being the common type of its two arguments
template <typename T1, typename T2>
struct scalar_type_traits< T1, T2 >
{
using type = decay_t< decltype( true ? std::declval<T1>() : std::declval<T2>() ) >;
};
// for either or both complex,
// find common type of associated real types, then add complex
template <typename T1, typename T2>
struct scalar_type_traits< std::complex<T1>, T2 >
{
using type = std::complex< common_type_t< T1, T2 > >;
};
template <typename T1, typename T2>
struct scalar_type_traits< T1, std::complex<T2> >
{
using type = std::complex< common_type_t< T1, T2 > >;
};
template <typename T1, typename T2>
struct scalar_type_traits< std::complex<T1>, std::complex<T2> >
{
using type = std::complex< common_type_t< T1, T2 > >;
};
// for three or more types
template <typename T1, typename T2, typename... Types>
struct scalar_type_traits< T1, T2, Types... >
{
using type = scalar_type< scalar_type< T1, T2 >, Types... >;
};
// -----------------------------------------------------------------------------
// for any combination of types, determine associated real, scalar,
// and complex types.
//
// real_type< float > is float
// real_type< float, double, complex<float> > is double
//
// scalar_type< float > is float
// scalar_type< float, complex<float> > is complex<float>
// scalar_type< float, double, complex<float> > is complex<double>
//
// complex_type< float > is complex<float>
// complex_type< float, double > is complex<double>
// complex_type< float, double, complex<float> > is complex<double>
// for zero types
template <typename... Types>
struct real_type_traits;
// define real_type<> type alias
template <typename... Types>
using real_type = typename real_type_traits< Types... >::real_t;
// define complex_type<> type alias
template <typename... Types>
using complex_type = std::complex< real_type< Types... > >;
// for one type
template <typename T>
struct real_type_traits<T>
{
using real_t = T;
};
// for one complex type, strip complex
template <typename T>
struct real_type_traits< std::complex<T> >
{
using real_t = T;
};
// for two or more types
template <typename T1, typename... Types>
struct real_type_traits< T1, Types... >
{
using real_t = scalar_type< real_type<T1>, real_type< Types... > >;
};
// -----------------------------------------------------------------------------
// max that works with different data types: int64_t = max( int, int64_t )
// and any number of arguments: max( a, b, c, d )
// one argument
template <typename T>
T max( T x )
{
return x;
}
// two arguments
template <typename T1, typename T2>
scalar_type< T1, T2 >
max( T1 x, T2 y )
{
return (x >= y ? x : y);
}
// three or more arguments
template <typename T1, typename... Types>
scalar_type< T1, Types... >
max( T1 first, Types... args )
{
return max( first, max( args... ) );
}
// -----------------------------------------------------------------------------
// min that works with different data types: int64_t = min( int, int64_t )
// and any number of arguments: min( a, b, c, d )
// one argument
template <typename T>
T min( T x )
{
return x;
}
// two arguments
template <typename T1, typename T2>
scalar_type< T1, T2 >
min( T1 x, T2 y )
{
return (x <= y ? x : y);
}
// three or more arguments
template <typename T1, typename... Types>
scalar_type< T1, Types... >
min( T1 first, Types... args )
{
return min( first, min( args... ) );
}
// -----------------------------------------------------------------------------
// Generate a scalar from real and imaginary parts.
// For real scalars, the imaginary part is ignored.
// For real scalar types.
template <typename real_t>
struct MakeScalarTraits {
static real_t make( real_t re, real_t im )
{ return re; }
};
// For complex scalar types.
template <typename real_t>
struct MakeScalarTraits< std::complex<real_t> > {
static std::complex<real_t> make( real_t re, real_t im )
{ return std::complex<real_t>( re, im ); }
};
template <typename scalar_t>
scalar_t make_scalar( blas::real_type<scalar_t> re,
blas::real_type<scalar_t> im=0 )
{
return MakeScalarTraits<scalar_t>::make( re, im );
}
// -----------------------------------------------------------------------------
/// Type-safe sgn function
/// @see Source: https://stackoverflow.com/a/4609795/5253097
///
template <typename real_t>
int sgn( real_t val )
{
return (real_t(0) < val) - (val < real_t(0));
}
// -----------------------------------------------------------------------------
// Macros to compute scaling constants
//
// __Further details__
//
// Anderson E (2017) Algorithm 978: Safe scaling in the level 1 BLAS.
// ACM Trans Math Softw 44:. https://doi.org/10.1145/3061665
/// Unit in Last Place
template <typename real_t>
inline const real_t ulp()
{
return std::numeric_limits< real_t >::epsilon();
}
/// Safe Minimum such that 1/safe_min() is representable
template <typename real_t>
inline const real_t safe_min()
{
const int fradix = std::numeric_limits<real_t>::radix;
const int expm = std::numeric_limits<real_t>::min_exponent;
const int expM = std::numeric_limits<real_t>::max_exponent;
return max( pow(fradix, expm-1), pow(fradix, 1-expM) );
}
/// Safe Maximum such that 1/safe_max() is representable (SAFMAX := 1/SAFMIN)
template <typename real_t>
inline const real_t safe_max()
{
const int fradix = std::numeric_limits<real_t>::radix;
const int expm = std::numeric_limits<real_t>::min_exponent;
const int expM = std::numeric_limits<real_t>::max_exponent;
return min( pow(fradix, 1-expm), pow(fradix, expM-1) );
}
/// Safe Minimum such that its square is representable
template <typename real_t>
inline const real_t root_min()
{
return sqrt( safe_min<real_t>() / ulp<real_t>() );
}
/// Safe Maximum such that its square is representable
template <typename real_t>
inline const real_t root_max()
{
return sqrt( safe_max<real_t>() * ulp<real_t>() );
}
//==============================================================================
namespace internal {
// -----------------------------------------------------------------------------
// internal helper function; throws Error if cond is true
// called by blas_error_if macro
inline void throw_if( bool cond, const char* condstr, const char* func )
{
if (cond) {
throw Error( condstr, func );
}
}
#if defined(_MSC_VER)
#define BLASPP_ATTR_FORMAT(I, F)
#else
#define BLASPP_ATTR_FORMAT(I, F) __attribute__((format( printf, I, F )))
#endif
// -----------------------------------------------------------------------------
// internal helper function; throws Error if cond is true
// uses printf-style format for error message
// called by blas_error_if_msg macro
// condstr is ignored, but differentiates this from other version.
inline void throw_if( bool cond, const char* condstr, const char* func, const char* format, ... )
BLASPP_ATTR_FORMAT(4, 5);
inline void throw_if( bool cond, const char* condstr, const char* func, const char* format, ... )
{
if (cond) {
char buf[80];
va_list va;
va_start( va, format );
vsnprintf( buf, sizeof(buf), format, va );
throw Error( buf, func );
}
}
// -----------------------------------------------------------------------------
// internal helper function; aborts if cond is true
// uses printf-style format for error message
// called by blas_error_if_msg macro
inline void abort_if( bool cond, const char* func, const char* format, ... )
BLASPP_ATTR_FORMAT(3, 4);
inline void abort_if( bool cond, const char* func, const char* format, ... )
{
if (cond) {
char buf[80];
va_list va;
va_start( va, format );
vsnprintf( buf, sizeof(buf), format, va );
fprintf( stderr, "Error: %s, in function %s\n", buf, func );
abort();
}
}
#undef BLASPP_ATTR_FORMAT
} // namespace internal
// -----------------------------------------------------------------------------
// internal macros to handle error checks
#if defined(BLAS_ERROR_NDEBUG) || (defined(BLAS_ERROR_ASSERT) && defined(NDEBUG))
// blaspp does no error checking;
// lower level BLAS may still handle errors via xerbla
#define blas_error_if( cond ) \
((void)0)
#define blas_error_if_msg( cond, ... ) \
((void)0)
#elif defined(BLAS_ERROR_ASSERT)
// blaspp aborts on error
#define blas_error_if( cond ) \
blas::internal::abort_if( cond, __func__, "%s", #cond )
#define blas_error_if_msg( cond, ... ) \
blas::internal::abort_if( cond, __func__, __VA_ARGS__ )
#else
// blaspp throws errors (default)
// internal macro to get string #cond; throws Error if cond is true
// ex: blas_error_if( a < b );
#define blas_error_if( cond ) \
blas::internal::throw_if( cond, #cond, __func__ )
// internal macro takes cond and printf-style format for error message.
// throws Error if cond is true.
// ex: blas_error_if_msg( a < b, "a %d < b %d", a, b );
#define blas_error_if_msg( cond, ... ) \
blas::internal::throw_if( cond, #cond, __func__, __VA_ARGS__ )
#endif
} // namespace blas
#endif // #ifndef BLAS_UTIL_HH
|