Files
blis/frame/thread/bli_thread.h
Field G. Van Zee 1a284828d1 Support multithreading within the sup framework.
Details:
- Added multithreading support to the sup framework (via either OpenMP
  or pthreads). Both variants 1n and 2m now have the appropriate
  threading infrastructure, including data partitioning logic, to
  parallelize computation. This support handles all four combinations
  of packing on matrices A and B (neither, A only, B only, or both).
  This implementation tries to be a little smarter when automatic
  threading is requested (e.g. via BLIS_NUM_THREADS) in that it will
  recalculate the factorization in units of micropanels (rather than
  using the raw dimensions) in bli_l3_sup_int.c, when the final
  problem shape is known and after threads have already been spawned.
- Implemented bli_?packm_sup_var2(), which packs to conventional row-
  or column-stored matrices. (This is used for the rrc and crc storage
  cases.) Previously, copym was used, but that would no longer suffice
  because it could not be parallelized.
- Minor reorganization of packing-related sup functions. Specifically,
  bli_packm_sup_init_mem_[ab]() are called from within packm_sup_[ab]()
  instead of from the variant functions. This has the effect of making
  the variant functions more readable.
- Added additional bli_thrinfo_set_*() static functions to bli_thrinfo.h
  and inserted usage of these functions within bli_thrinfo_init(), which
  previously was accessing thrinfo_t fields via the -> operator.
- Renamed bli_partition_2x2() to bli_thread_partition_2x2().
- Added an auto_factor field to the rntm_t struct in order to track
  whether automatic thread factorization was originally requested.
- Added new test drivers in test/supmt that perform multithreaded sup
  tests, as well as appropriate octave/matlab scripts to plot the
  resulting output files.
- Added additional language to docs/Multithreading.md to make it clear
  that specifying any BLIS_*_NT variable, even if it is set to 1, will
  be considered manual specification for the purposes of determining
  whether to auto-factorize via BLIS_NUM_THREADS.
- Minor comment updates.
AMD-Internal: [CPUPL-713]

Change-Id: I9536648e7befac4d2dc17805e44ef34470961662
2020-03-13 01:09:29 -04:00

291 lines
7.9 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
Copyright (C) 2018 - 2019, Advanced Micro Devices, Inc.
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(s) of the copyright holder(s) 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_THREAD_H
#define BLIS_THREAD_H
// Include thread communicator (thrcomm_t) object definitions and prototypes.
#include "bli_thrcomm.h"
// Include thread info (thrinfo_t) object definitions and prototypes.
#include "bli_thrinfo.h"
#include "bli_thrinfo_sup.h"
// Include some operation-specific thrinfo_t prototypes.
// Note that the bli_packm_thrinfo.h must be included before the others!
#include "bli_packm_thrinfo.h"
#include "bli_l3_thrinfo.h"
// Include the level-3 thread decorator and related definitions and prototypes
// for the conventional code path.
#include "bli_l3_decor.h"
// Include the level-3 thread decorator and related definitions and prototypes
// for the sup code path.
#include "bli_l3_sup_decor.h"
// Initialization-related prototypes.
void bli_thread_init( void );
void bli_thread_finalize( void );
#ifdef _MSC_VER
#define strerror_r(errno,buf,len) strerror_s(buf,len,errno)
#endif
// Thread range-related prototypes.
void bli_thread_range_sub
(
thrinfo_t* thread,
dim_t n,
dim_t bf,
bool_t handle_edge_low,
dim_t* start,
dim_t* end
);
#undef GENPROT
#define GENPROT( opname ) \
\
siz_t PASTEMAC0( opname ) \
( \
dir_t direct, \
thrinfo_t* thr, \
obj_t* a, \
obj_t* b, \
obj_t* c, \
cntl_t* cntl, \
cntx_t* cntx, \
dim_t* start, \
dim_t* end \
);
GENPROT( thread_range_mdim )
GENPROT( thread_range_ndim )
#undef GENPROT
#define GENPROT( opname ) \
\
siz_t PASTEMAC0( opname ) \
( \
thrinfo_t* thr, \
obj_t* a, \
blksz_t* bmult, \
dim_t* start, \
dim_t* end \
);
GENPROT( thread_range_l2r )
GENPROT( thread_range_r2l )
GENPROT( thread_range_t2b )
GENPROT( thread_range_b2t )
GENPROT( thread_range_weighted_l2r )
GENPROT( thread_range_weighted_r2l )
GENPROT( thread_range_weighted_t2b )
GENPROT( thread_range_weighted_b2t )
dim_t bli_thread_range_width_l
(
doff_t diagoff_j,
dim_t m,
dim_t n_j,
dim_t j,
dim_t n_way,
dim_t bf,
dim_t bf_left,
double area_per_thr,
bool_t handle_edge_low
);
siz_t bli_find_area_trap_l
(
dim_t m,
dim_t n,
doff_t diagoff
);
siz_t bli_thread_range_weighted_sub
(
thrinfo_t* restrict thread,
doff_t diagoff,
uplo_t uplo,
dim_t m,
dim_t n,
dim_t bf,
bool_t handle_edge_low,
dim_t* restrict j_start_thr,
dim_t* restrict j_end_thr
);
// -----------------------------------------------------------------------------
// Factorization and partitioning prototypes
typedef struct
{
dim_t n;
dim_t sqrt_n;
dim_t f;
} bli_prime_factors_t;
void bli_prime_factorization(dim_t n, bli_prime_factors_t* factors);
dim_t bli_next_prime_factor(bli_prime_factors_t* factors);
void bli_thread_partition_2x2
(
dim_t n_thread,
dim_t work1,
dim_t work2,
dim_t* restrict nt1,
dim_t* restrict nt2
);
// -----------------------------------------------------------------------------
dim_t bli_gcd( dim_t x, dim_t y );
dim_t bli_lcm( dim_t x, dim_t y );
dim_t bli_ipow( dim_t base, dim_t power );
// -----------------------------------------------------------------------------
BLIS_EXPORT_BLIS dim_t bli_thread_get_jc_nt( void );
BLIS_EXPORT_BLIS dim_t bli_thread_get_pc_nt( void );
BLIS_EXPORT_BLIS dim_t bli_thread_get_ic_nt( void );
BLIS_EXPORT_BLIS dim_t bli_thread_get_jr_nt( void );
BLIS_EXPORT_BLIS dim_t bli_thread_get_ir_nt( void );
BLIS_EXPORT_BLIS dim_t bli_thread_get_num_threads( void );
BLIS_EXPORT_BLIS void bli_thread_set_ways( dim_t jc, dim_t pc, dim_t ic, dim_t jr, dim_t ir );
BLIS_EXPORT_BLIS void bli_thread_set_num_threads( dim_t value );
void bli_thread_init_rntm_from_env( rntm_t* rntm );
// -----------------------------------------------------------------------------
static void bli_thread_range_jrir_rr
(
thrinfo_t* thread,
dim_t n,
dim_t bf,
bool_t handle_edge_low,
dim_t* start,
dim_t* end,
dim_t* inc
)
{
// Use interleaved partitioning of jr/ir loops.
*start = bli_thread_work_id( thread );
*inc = bli_thread_n_way( thread );
*end = n;
}
static void bli_thread_range_jrir_sl
(
thrinfo_t* thread,
dim_t n,
dim_t bf,
bool_t handle_edge_low,
dim_t* start,
dim_t* end,
dim_t* inc
)
{
// Use contiguous slab partitioning of jr/ir loops.
bli_thread_range_sub( thread, n, bf, handle_edge_low, start, end );
*inc = 1;
}
static void bli_thread_range_jrir
(
thrinfo_t* thread,
dim_t n,
dim_t bf,
bool_t handle_edge_low,
dim_t* start,
dim_t* end,
dim_t* inc
)
{
// Define a general-purpose version of bli_thread_range_jrir() whose
// definition depends on whether slab or round-robin partitioning was
// requested at configure-time.
#ifdef BLIS_ENABLE_JRIR_SLAB
bli_thread_range_jrir_sl( thread, n, bf, handle_edge_low, start, end, inc );
#else
bli_thread_range_jrir_rr( thread, n, bf, handle_edge_low, start, end, inc );
#endif
}
#if 0
static void bli_thread_range_weighted_jrir
(
thrinfo_t* thread,
doff_t diagoff,
uplo_t uplo,
dim_t m,
dim_t n,
dim_t bf,
bool_t handle_edge_low,
dim_t* start,
dim_t* end,
dim_t* inc
)
{
#ifdef BLIS_ENABLE_JRIR_SLAB
// Use contiguous slab partitioning for jr/ir loops.
bli_thread_range_weighted_sub( thread, diagoff, uplo, m, n, bf,
handle_edge_low, start, end );
*start = *start / bf; *inc = 1;
if ( *end % bf ) *end = *end / bf + 1;
else *end = *end / bf;
#else
// Use interleaved partitioning of jr/ir loops.
*start = bli_thread_work_id( thread );
*inc = bli_thread_n_way( thread );
*end = n;
#endif
}
#endif
#endif