Files
blis/frame/base/bli_cntx.h
Field G. Van Zee 5fec95b99f Implemented mixed-datatype support for gemm.
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).
2018-10-15 16:37:39 -05:00

566 lines
16 KiB
C

/*
BLIS
An object-based framework for developing high-performance BLAS-like
libraries.
Copyright (C) 2014, The University of Texas at Austin
Copyright (C) 2016, Hewlett Packard Enterprise Development LP
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_CNTX_H
#define BLIS_CNTX_H
// Context object type (defined in bli_type_defs.h)
/*
typedef struct cntx_s
{
blksz_t* blkszs;
bszid_t* bmults;
func_t* l3_vir_ukrs;
func_t* l3_nat_ukrs;
mbool_t* l3_nat_ukrs_prefs;
func_t* l1f_kers;
func_t* l1v_kers;
func_t* packm_kers;
func_t* unpackm_kers;
ind_t method;
pack_t schema_a;
pack_t schema_b;
pack_t schema_c;
membrk_t* membrk;
} cntx_t;
*/
// -----------------------------------------------------------------------------
//
// -- cntx_t query (fields only) -----------------------------------------------
//
static blksz_t* bli_cntx_blkszs_buf( cntx_t* cntx )
{
return cntx->blkszs;
}
static bszid_t* bli_cntx_bmults_buf( cntx_t* cntx )
{
return cntx->bmults;
}
static func_t* bli_cntx_l3_vir_ukrs_buf( cntx_t* cntx )
{
return cntx->l3_vir_ukrs;
}
static func_t* bli_cntx_l3_nat_ukrs_buf( cntx_t* cntx )
{
return cntx->l3_nat_ukrs;
}
static mbool_t* bli_cntx_l3_nat_ukrs_prefs_buf( cntx_t* cntx )
{
return cntx->l3_nat_ukrs_prefs;
}
static func_t* bli_cntx_l1f_kers_buf( cntx_t* cntx )
{
return cntx->l1f_kers;
}
static func_t* bli_cntx_l1v_kers_buf( cntx_t* cntx )
{
return cntx->l1v_kers;
}
static func_t* bli_cntx_packm_kers_buf( cntx_t* cntx )
{
return cntx->packm_kers;
}
static func_t* bli_cntx_unpackm_kers_buf( cntx_t* cntx )
{
return cntx->unpackm_kers;
}
static ind_t bli_cntx_method( cntx_t* cntx )
{
return cntx->method;
}
static pack_t bli_cntx_schema_a_block( cntx_t* cntx )
{
return cntx->schema_a_block;
}
static pack_t bli_cntx_schema_b_panel( cntx_t* cntx )
{
return cntx->schema_b_panel;
}
static pack_t bli_cntx_schema_c_panel( cntx_t* cntx )
{
return cntx->schema_c_panel;
}
static membrk_t* bli_cntx_get_membrk( cntx_t* cntx )
{
return cntx->membrk;
}
// -----------------------------------------------------------------------------
//
// -- cntx_t modification (fields only) ----------------------------------------
//
static void bli_cntx_set_method( ind_t method, cntx_t* cntx )
{
cntx->method = method;
}
static void bli_cntx_set_schema_a_block( pack_t schema, cntx_t* cntx )
{
cntx->schema_a_block = schema;
}
static void bli_cntx_set_schema_b_panel( pack_t schema, cntx_t* cntx )
{
cntx->schema_b_panel = schema;
}
static void bli_cntx_set_schema_c_panel( pack_t schema, cntx_t* cntx )
{
cntx->schema_c_panel = schema;
}
static void bli_cntx_set_schema_ab_blockpanel( pack_t sa, pack_t sb, cntx_t* cntx )
{
bli_cntx_set_schema_a_block( sa, cntx );
bli_cntx_set_schema_b_panel( sb, cntx );
}
static void bli_cntx_set_membrk( membrk_t* membrk, cntx_t* cntx )
{
cntx->membrk = membrk;
}
// -----------------------------------------------------------------------------
//
// -- cntx_t query (complex) ---------------------------------------------------
//
static blksz_t* bli_cntx_get_blksz( bszid_t bs_id, cntx_t* cntx )
{
blksz_t* blkszs = bli_cntx_blkszs_buf( cntx );
blksz_t* blksz = &blkszs[ bs_id ];
// Return the address of the blksz_t identified by bs_id.
return blksz;
}
static dim_t bli_cntx_get_blksz_def_dt( num_t dt, bszid_t bs_id, cntx_t* cntx )
{
blksz_t* blksz = bli_cntx_get_blksz( bs_id, cntx );
dim_t bs_dt = bli_blksz_get_def( dt, blksz );
// Return the main (default) blocksize value for the datatype given.
return bs_dt;
}
static dim_t bli_cntx_get_blksz_max_dt( num_t dt, bszid_t bs_id, cntx_t* cntx )
{
blksz_t* blksz = bli_cntx_get_blksz( bs_id, cntx );
dim_t bs_dt = bli_blksz_get_max( dt, blksz );
// Return the auxiliary (maximum) blocksize value for the datatype given.
return bs_dt;
}
static bszid_t bli_cntx_get_bmult_id( bszid_t bs_id, cntx_t* cntx )
{
bszid_t* restrict bmults = bli_cntx_bmults_buf( cntx );
bszid_t bm_id = bmults[ bs_id ];
return bm_id;
}
static blksz_t* bli_cntx_get_bmult( bszid_t bs_id, cntx_t* cntx )
{
bszid_t bm_id = bli_cntx_get_bmult_id( bs_id, cntx );
blksz_t* restrict bmult = bli_cntx_get_blksz( bm_id, cntx );
return bmult;
}
static dim_t bli_cntx_get_bmult_dt( num_t dt, bszid_t bs_id, cntx_t* cntx )
{
blksz_t* bmult = bli_cntx_get_bmult( bs_id, cntx );
dim_t bm_dt = bli_blksz_get_def( dt, bmult );
return bm_dt;
}
// -----------------------------------------------------------------------------
static func_t* bli_cntx_get_l3_vir_ukrs( l3ukr_t ukr_id, cntx_t* cntx )
{
func_t* funcs = bli_cntx_l3_vir_ukrs_buf( cntx );
func_t* func = &funcs[ ukr_id ];
return func;
}
static void* bli_cntx_get_l3_vir_ukr_dt( num_t dt, l3ukr_t ukr_id, cntx_t* cntx )
{
func_t* func = bli_cntx_get_l3_vir_ukrs( ukr_id, cntx );
return bli_func_get_dt( dt, func );
}
static func_t* bli_cntx_get_l3_nat_ukrs( l3ukr_t ukr_id, cntx_t* cntx )
{
func_t* funcs = bli_cntx_l3_nat_ukrs_buf( cntx );
func_t* func = &funcs[ ukr_id ];
return func;
}
static void* bli_cntx_get_l3_nat_ukr_dt( num_t dt, l3ukr_t ukr_id, cntx_t* cntx )
{
func_t* func = bli_cntx_get_l3_nat_ukrs( ukr_id, cntx );
return bli_func_get_dt( dt, func );
}
// -----------------------------------------------------------------------------
static mbool_t* bli_cntx_get_l3_nat_ukr_prefs( l3ukr_t ukr_id, cntx_t* cntx )
{
mbool_t* mbools = bli_cntx_l3_nat_ukrs_prefs_buf( cntx );
mbool_t* mbool = &mbools[ ukr_id ];
return mbool;
}
static bool_t bli_cntx_get_l3_nat_ukr_prefs_dt( num_t dt, l3ukr_t ukr_id, cntx_t* cntx )
{
mbool_t* mbool = bli_cntx_get_l3_nat_ukr_prefs( ukr_id, cntx );
return bli_mbool_get_dt( dt, mbool );
}
// -----------------------------------------------------------------------------
static func_t* bli_cntx_get_l1f_kers( l1fkr_t ker_id, cntx_t* cntx )
{
func_t* funcs = bli_cntx_l1f_kers_buf( cntx );
func_t* func = &funcs[ ker_id ];
return func;
}
static void* bli_cntx_get_l1f_ker_dt( num_t dt, l1fkr_t ker_id, cntx_t* cntx )
{
func_t* func = bli_cntx_get_l1f_kers( ker_id, cntx );
return bli_func_get_dt( dt, func );
}
// -----------------------------------------------------------------------------
static func_t* bli_cntx_get_l1v_kers( l1vkr_t ker_id, cntx_t* cntx )
{
func_t* funcs = bli_cntx_l1v_kers_buf( cntx );
func_t* func = &funcs[ ker_id ];
return func;
}
static void* bli_cntx_get_l1v_ker_dt( num_t dt, l1vkr_t ker_id, cntx_t* cntx )
{
func_t* func = bli_cntx_get_l1v_kers( ker_id, cntx );
return bli_func_get_dt( dt, func );
}
// -----------------------------------------------------------------------------
static func_t* bli_cntx_get_packm_kers( l1mkr_t ker_id, cntx_t* cntx )
{
func_t* func = NULL;
// Only index to the requested packm func_t if the packm kernel being
// requested is one that is explicitly supported.
if ( 0 <= ( gint_t )ker_id &&
( gint_t )ker_id < BLIS_NUM_PACKM_KERS )
{
func_t* funcs = bli_cntx_packm_kers_buf( cntx );
func = &funcs[ ker_id ];
}
return func;
}
static void* bli_cntx_get_packm_ker_dt( num_t dt, l1mkr_t ker_id, cntx_t* cntx )
{
void* fp = NULL;
// Only query the context for the packm func_t (and then extract the
// datatype-specific function pointer) if the packm kernel being
// requested is one that is explicitly supported.
if ( 0 <= ( gint_t )ker_id &&
( gint_t )ker_id < BLIS_NUM_PACKM_KERS )
{
func_t* func = bli_cntx_get_packm_kers( ker_id, cntx );
fp = bli_func_get_dt( dt, func );
}
return fp;
}
static func_t* bli_cntx_get_unpackm_kers( l1mkr_t ker_id, cntx_t* cntx )
{
func_t* func = NULL;
// Only index to the requested unpackm func_t if the unpackm kernel being
// requested is one that is explicitly supported.
if ( 0 <= ( gint_t )ker_id &&
( gint_t )ker_id < BLIS_NUM_UNPACKM_KERS )
{
func_t* funcs = bli_cntx_unpackm_kers_buf( cntx );
func = &funcs[ ker_id ];
}
return func;
}
static void* bli_cntx_get_unpackm_ker_dt( num_t dt, l1mkr_t ker_id, cntx_t* cntx )
{
void* fp = NULL;
// Only query the context for the unpackm func_t (and then extract the
// datatype-specific function pointer) if the unpackm kernel being
// requested is one that is explicitly supported.
if ( 0 <= ( gint_t )ker_id &&
( gint_t )ker_id < BLIS_NUM_UNPACKM_KERS )
{
func_t* func = bli_cntx_get_unpackm_kers( ker_id, cntx );
fp = bli_func_get_dt( dt, func );
}
return fp;
}
// -----------------------------------------------------------------------------
static bool_t bli_cntx_l3_nat_ukr_prefers_rows_dt( num_t dt, l3ukr_t ukr_id, cntx_t* cntx )
{
bool_t prefs = bli_cntx_get_l3_nat_ukr_prefs_dt( dt, ukr_id, cntx );
// A ukernel preference of TRUE means the ukernel prefers row storage.
return ( bool_t )
( prefs == TRUE );
}
static bool_t bli_cntx_l3_nat_ukr_prefers_cols_dt( num_t dt, l3ukr_t ukr_id, cntx_t* cntx )
{
bool_t prefs = bli_cntx_get_l3_nat_ukr_prefs_dt( dt, ukr_id, cntx );
// A ukernel preference of FALSE means the ukernel prefers column storage.
return ( bool_t )
( prefs == FALSE );
}
static bool_t bli_cntx_l3_nat_ukr_prefers_storage_of( obj_t* obj, l3ukr_t ukr_id, cntx_t* cntx )
{
// Note that we use the computation datatype, which may differ from the
// storage datatype of C (when performing a mixed datatype operation).
const num_t dt = bli_obj_comp_dt( obj );
const bool_t ukr_prefers_rows
= bli_cntx_l3_nat_ukr_prefers_rows_dt( dt, ukr_id, cntx );
const bool_t ukr_prefers_cols
= bli_cntx_l3_nat_ukr_prefers_cols_dt( dt, ukr_id, cntx );
bool_t r_val = FALSE;
if ( bli_obj_is_row_stored( obj ) && ukr_prefers_rows ) r_val = TRUE;
else if ( bli_obj_is_col_stored( obj ) && ukr_prefers_cols ) r_val = TRUE;
return r_val;
}
static bool_t bli_cntx_l3_nat_ukr_dislikes_storage_of( obj_t* obj, l3ukr_t ukr_id, cntx_t* cntx )
{
return ( bool_t )
!bli_cntx_l3_nat_ukr_prefers_storage_of( obj, ukr_id, cntx );
}
// -----------------------------------------------------------------------------
static bool_t bli_cntx_l3_vir_ukr_prefers_rows_dt( num_t dt, l3ukr_t ukr_id, cntx_t* cntx )
{
// For induced methods, return the ukernel storage preferences of the
// corresponding real micro-kernel.
// NOTE: This projection to real domain becomes unnecessary if you
// set the exec_dt for 1m to the real projection of the storage
// datatype.
if ( bli_cntx_method( cntx ) != BLIS_NAT )
dt = bli_dt_proj_to_real( dt );
return bli_cntx_l3_nat_ukr_prefers_rows_dt( dt, ukr_id, cntx );
}
static bool_t bli_cntx_l3_vir_ukr_prefers_cols_dt( num_t dt, l3ukr_t ukr_id, cntx_t* cntx )
{
// For induced methods, return the ukernel storage preferences of the
// corresponding real micro-kernel.
// NOTE: This projection to real domain becomes unnecessary if you
// set the exec_dt for 1m to the real projection of the storage
// datatype.
if ( bli_cntx_method( cntx ) != BLIS_NAT )
dt = bli_dt_proj_to_real( dt );
return bli_cntx_l3_nat_ukr_prefers_cols_dt( dt, ukr_id, cntx );
}
static bool_t bli_cntx_l3_vir_ukr_prefers_storage_of( obj_t* obj, l3ukr_t ukr_id, cntx_t* cntx )
{
// Note that we use the computation datatype, which may differ from the
// storage datatype of C (when performing a mixed datatype operation).
const num_t dt = bli_obj_comp_dt( obj );
const bool_t ukr_prefers_rows
= bli_cntx_l3_vir_ukr_prefers_rows_dt( dt, ukr_id, cntx );
const bool_t ukr_prefers_cols
= bli_cntx_l3_vir_ukr_prefers_cols_dt( dt, ukr_id, cntx );
bool_t r_val = FALSE;
if ( bli_obj_is_row_stored( obj ) && ukr_prefers_rows ) r_val = TRUE;
else if ( bli_obj_is_col_stored( obj ) && ukr_prefers_cols ) r_val = TRUE;
return r_val;
}
static bool_t bli_cntx_l3_vir_ukr_dislikes_storage_of( obj_t* obj, l3ukr_t ukr_id, cntx_t* cntx )
{
return ( bool_t )
!bli_cntx_l3_vir_ukr_prefers_storage_of( obj, ukr_id, cntx );
}
// -----------------------------------------------------------------------------
//
// -- cntx_t modification (complex) --------------------------------------------
//
static void bli_cntx_set_blksz( bszid_t bs_id, blksz_t* blksz, bszid_t mult_id, cntx_t* cntx )
{
blksz_t* blkszs = bli_cntx_blkszs_buf( cntx );
bszid_t* bmults = bli_cntx_bmults_buf( cntx );
blkszs[ bs_id ] = *blksz;
bmults[ bs_id ] = mult_id;
}
static void bli_cntx_set_l3_vir_ukr( l3ukr_t ukr_id, func_t* func, cntx_t* cntx )
{
func_t* funcs = bli_cntx_l3_vir_ukrs_buf( cntx );
funcs[ ukr_id ] = *func;
}
static void bli_cntx_set_l3_nat_ukr( l3ukr_t ukr_id, func_t* func, cntx_t* cntx )
{
func_t* funcs = bli_cntx_l3_nat_ukrs_buf( cntx );
funcs[ ukr_id ] = *func;
}
static void bli_cntx_set_l3_nat_ukr_prefs( l3ukr_t ukr_id, mbool_t* prefs, cntx_t* cntx )
{
mbool_t* mbools = bli_cntx_l3_nat_ukrs_prefs_buf( cntx );
mbools[ ukr_id ] = *prefs;
}
static void bli_cntx_set_l1f_ker( l1fkr_t ker_id, func_t* func, cntx_t* cntx )
{
func_t* funcs = bli_cntx_l1f_kers_buf( cntx );
funcs[ ker_id ] = *func;
}
static void bli_cntx_set_l1v_ker( l1vkr_t ker_id, func_t* func, cntx_t* cntx )
{
func_t* funcs = bli_cntx_l1v_kers_buf( cntx );
funcs[ ker_id ] = *func;
}
static void bli_cntx_set_packm_ker( l1mkr_t ker_id, func_t* func, cntx_t* cntx )
{
func_t* funcs = bli_cntx_get_packm_kers( ker_id, cntx );
funcs[ ker_id ] = *func;
}
static void bli_cntx_set_packm_ker_dt( void* fp, num_t dt, l1mkr_t ker_id, cntx_t* cntx )
{
func_t* func = ( func_t* )bli_cntx_get_packm_kers( ker_id, cntx );
bli_func_set_dt( fp, dt, func );
}
static void bli_cntx_set_unpackm_ker( l1mkr_t ker_id, func_t* func, cntx_t* cntx )
{
func_t* funcs = bli_cntx_get_unpackm_kers( ker_id, cntx );
funcs[ ker_id ] = *func;
}
static void bli_cntx_set_unpackm_ker_dt( void* fp, num_t dt, l1mkr_t ker_id, cntx_t* cntx )
{
func_t* func = ( func_t* )bli_cntx_get_unpackm_kers( ker_id, cntx );
bli_func_set_dt( fp, dt, func );
}
// -----------------------------------------------------------------------------
// Function prototypes
void bli_cntx_clear( cntx_t* cntx );
void bli_cntx_set_blkszs( ind_t method, dim_t n_bs, ... );
void bli_cntx_set_ind_blkszs( ind_t method, dim_t n_bs, ... );
void bli_cntx_set_l3_nat_ukrs( dim_t n_ukrs, ... );
void bli_cntx_set_l1f_kers( dim_t n_kers, ... );
void bli_cntx_set_l1v_kers( dim_t n_kers, ... );
void bli_cntx_set_packm_kers( dim_t n_kers, ... );
void bli_cntx_print( cntx_t* cntx );
#endif