mirror of
https://github.com/amd/blis.git
synced 2026-04-25 10:08:50 +00:00
Details: - Implemented support for gemm where A, B, and C may have different storage datatypes, as well as a computational precision (and implied computation domain) that may be different from the storage precision of either A or B. This results in 128 different combinations, all which are implemented within this commit. (For now, the mixed-datatype functionality is only supported via the object API.) If desired, the mixed-datatype support may be disabled at configure-time. - Added a memory-intensive optimization to certain mixed-datatype cases that requires a single m-by-n matrix be allocated (temporarily) per call to gemm. This optimization aims to avoid the overhead involved in repeatedly updating C with general stride, or updating C after a typecast from the computation precision. This memory optimization may be disabled at configure-time (provided that the mixed-datatype support is enabled in the first place). - Added support for testing mixed-datatype combinations to testsuite. The user may test gemm with mixed domains, precisions, both, or neither. - Added a standalone test driver directory for building and running mixed-datatype performance experiments. - Defined a new variation of castm, castnzm, which operates like castm except that imaginary values are not touched when casting a real operand to a complex operand. (By contrast, in these situations castm sets the imaginary components of the destination matrix to zero.) - Defined bli_obj_imag_is_zero() and substituted calls in lieu of all usages of bli_obj_imag_equals() that tested against BLIS_ZERO, and also simplified the implementation of bli_obj_imag_equals(). - Fixed bad behavior from bli_obj_is_real() and bli_obj_is_complex() when given BLIS_CONSTANT objects. - Disabled dt_on_output field in auxinfo_t structure as well as all accessor functions. Also commented out all usage of accessor functions within macrokernels. (Typecasting in the microkernel is still feasible, though probably unrealistic for now given the additional complexity required.) - Use void function pointer type (instead of void*) for storing function pointers in bli_l0_fpa.c. - Added documentation for using gemm with mixed datatypes in docs/MixedDatatypes.md and example code in examples/oapi/11gemm_md.c. - Defined level-1d operation xpbyd and level-1m operation xpbym. - Added xpbym test module to testsuite. - Updated frame/include/bli_x86_asm_macros.h with additional macros (courtsey of Devin Matthews).
168 lines
4.2 KiB
C
168 lines
4.2 KiB
C
/*
|
|
|
|
BLIS
|
|
An object-based framework for developing high-performance BLAS-like
|
|
libraries.
|
|
|
|
Copyright (C) 2014, The University of Texas at Austin
|
|
|
|
Redistribution and use in source and binary forms, with or without
|
|
modification, are permitted provided that the following conditions are
|
|
met:
|
|
- Redistributions of source code must retain the above copyright
|
|
notice, this list of conditions and the following disclaimer.
|
|
- Redistributions in binary form must reproduce the above copyright
|
|
notice, this list of conditions and the following disclaimer in the
|
|
documentation and/or other materials provided with the distribution.
|
|
- Neither the name of The University of Texas at Austin nor the names
|
|
of its contributors may be used to endorse or promote products
|
|
derived from this software without specific prior written permission.
|
|
|
|
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
|
|
"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
|
|
LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
|
|
A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
|
|
HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
|
|
SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
|
|
LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
|
|
DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
|
|
THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
|
|
(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
|
|
OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
|
|
|
|
*/
|
|
|
|
#ifndef BLIS_MISC_MACRO_DEFS_H
|
|
#define BLIS_MISC_MACRO_DEFS_H
|
|
|
|
|
|
// -- Miscellaneous macros --
|
|
|
|
// min, max, abs
|
|
// NOTE: These must remain macros since we don't know the types of a and b.
|
|
|
|
#define bli_min( a, b ) ( (a) < (b) ? (a) : (b) )
|
|
#define bli_max( a, b ) ( (a) > (b) ? (a) : (b) )
|
|
#define bli_abs( a ) ( (a) <= 0 ? -(a) : (a) )
|
|
|
|
// fmin, fmax, fabs
|
|
// NOTE: These must remain macros since we don't know the types of a and b.
|
|
|
|
#define bli_fmin( a, b ) bli_min( a, b )
|
|
#define bli_fmax( a, b ) bli_max( a, b )
|
|
#define bli_fabs( a ) ( (a) <= 0.0 ? -(a) : (a) )
|
|
|
|
// fminabs, fmaxabs
|
|
// NOTE: These must remain macros since we don't know the types of a and b.
|
|
|
|
#define bli_fminabs( a, b ) \
|
|
\
|
|
bli_fmin( bli_fabs( a ), \
|
|
bli_fabs( b ) )
|
|
|
|
#define bli_fmaxabs( a, b ) \
|
|
\
|
|
bli_fmax( bli_fabs( a ), \
|
|
bli_fabs( b ) )
|
|
|
|
// round
|
|
|
|
static double bli_round( double a )
|
|
{
|
|
return round( a );
|
|
}
|
|
|
|
// round_to_mult
|
|
|
|
static guint_t bli_round_to_mult( guint_t val, guint_t mult )
|
|
{
|
|
return ( guint_t )
|
|
( ( ( ( guint_t )val +
|
|
( guint_t )mult / 2
|
|
) / mult
|
|
) * mult
|
|
);
|
|
}
|
|
|
|
// isnan, isinf
|
|
// NOTE: These must remain macros, since isinf() and isnan() are macros
|
|
// (defined in math.h).
|
|
|
|
#define bli_isinf( a ) isinf( a )
|
|
#define bli_isnan( a ) isnan( a )
|
|
|
|
// is_odd, is_even
|
|
|
|
static bool_t bli_is_odd( gint_t a )
|
|
{
|
|
return ( a % 2 == 1 );
|
|
}
|
|
|
|
static bool_t bli_is_even( gint_t a )
|
|
{
|
|
return ( a % 2 == 0 );
|
|
}
|
|
|
|
// swap_dims
|
|
|
|
static void bli_swap_dims( dim_t* dim1, dim_t* dim2 )
|
|
{
|
|
dim_t temp = *dim1;
|
|
*dim1 = *dim2;
|
|
*dim2 = temp;
|
|
}
|
|
|
|
// swap_incs
|
|
|
|
static void bli_swap_incs( inc_t* inc1, inc_t* inc2 )
|
|
{
|
|
inc_t temp = *inc1;
|
|
*inc1 = *inc2;
|
|
*inc2 = temp;
|
|
}
|
|
|
|
// toggle_bool
|
|
|
|
static void bli_toggle_bool( bool_t* b )
|
|
{
|
|
if ( *b == TRUE ) *b = FALSE;
|
|
else *b = TRUE;
|
|
}
|
|
|
|
// return datatype for char
|
|
|
|
#define bli_stype ( BLIS_FLOAT )
|
|
#define bli_dtype ( BLIS_DOUBLE )
|
|
#define bli_ctype ( BLIS_SCOMPLEX )
|
|
#define bli_ztype ( BLIS_DCOMPLEX )
|
|
|
|
// return C type for char
|
|
|
|
#define bli_sctype float
|
|
#define bli_dctype double
|
|
#define bli_cctype scomplex
|
|
#define bli_zctype dcomplex
|
|
|
|
// return real proj of C type for char
|
|
|
|
#define bli_sctyper float
|
|
#define bli_dctyper double
|
|
#define bli_cctyper float
|
|
#define bli_zctyper double
|
|
|
|
|
|
// return default format specifier for char
|
|
|
|
// NOTE: These must remain macros due to the way they are used to initialize
|
|
// local char arrays.
|
|
|
|
#define bli_sformatspec() "%9.2e"
|
|
#define bli_dformatspec() "%9.2e"
|
|
#define bli_cformatspec() "%9.2e + %9.2e "
|
|
#define bli_zformatspec() "%9.2e + %9.2e "
|
|
#define bli_iformatspec() "%6d"
|
|
|
|
|
|
#endif
|
|
|