mirror of
https://github.com/amd/blis.git
synced 2026-04-20 15:48:50 +00:00
Details:
- Parallelism within the IC loop (3rd loop around the microkernel) is
now supported within the trsm operation. This is done via a new branch
on each of the control and thread trees, which guide execution of a
new trsm-only subproblem from within bli_trsm_blk_var1(). This trsm
subproblem corresponds to the macrokernel computation on only the
block of A that contains the diagonal (labeled as A11 in algorithms
with FLAME-like partitioning), and the corresponding row panel of C.
During the trsm subproblem, all threads within the JC communicator
participate and parallelize along the JR loop, including any
parallelism that was specified for the IC loop. (IR loop parallelism
is not supported for trsm due to inter-iteration dependencies.) After
this trsm subproblem is complete, a barrier synchronizes all
participating threads and then they proceed to apply the prescribed
BLIS_IC_NT (or equivalent) ways of parallelism (and any BLIS_JR_NT
parallelism specified within) to the remaining gemm subproblem (the
rank-k update that is performed using the newly updated row-panel of
B). Thus, trsm now supports JC, IC, and JR loop parallelism.
- Modified bli_trsm_l_cntl_create() to create the new "prenode" branch
of the trsm_l cntl_t tree. The trsm_r tree was left unchanged, for
now, since it is not currently used. (All trsm problems are cast in
terms of left-side trsm.)
- Updated bli_cntl_free_w_thrinfo() to be able to free the newly shaped
trsm cntl_t trees. Fixed a potentially latent bug whereby a cntl_t
subnode is only recursed upon if there existed a corresponding
thrinfo_t node, which may not always exist (for problems too small
to employ full parallelization due to the minimum granularity imposed
by micropanels).
- Updated other functions in frame/base/bli_cntl.c, such as
bli_cntl_copy() and bli_cntl_mark_family(), to recurse on sub-prenodes
if they exist.
- Updated bli_thrinfo_free() to recurse into sub-nodes and prenodes
when they exist, and added support for growing a prenode branch to
bli_thrinfo_grow() via a corresponding set of help functions named
with the _prenode() suffix.
- Added a bszid_t field thrinfo_t nodes. This field comes in handy when
debugging the allocation/release of thrinfo_t nodes, as it helps trace
the "identity" of each nodes as it is created/destroyed.
- Renamed
bli_l3_thrinfo_print_paths() -> bli_l3_thrinfo_print_gemm_paths()
and created a separate bli_l3_thrinfo_print_trsm_paths() function to
print out the newly reconfigured thrinfo_t trees for the trsm
operation.
- Trival changes to bli_gemm_blk_var?.c and bli_trsm_blk_var?.c
regarding variable declarations.
- Removed subpart_t enum values BLIS_SUBPART1T, BLIS_SUBPART1B,
BLIS_SUBPART1L, BLIS_SUBPART1R. Then added support for two new labels
(semantically speaking): BLIS_SUBPART1A and BLIS_SUBPART1B, which
represent the subpartition ahead of and behind, respectively,
BLIS_SUBPART1. Updated check functions in bli_check.c accordingly.
- Shuffled layering/APIs for bli_acquire_mpart_[mn]dim() and
bli_acquire_mpart_t2b/b2t(), _l2r/r2l().
- Deprecated old functions in frame/3/bli_l3_thrinfo.c.
426 lines
12 KiB
C
426 lines
12 KiB
C
/*
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BLIS
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An object-based framework for developing high-performance BLAS-like
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libraries.
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Copyright (C) 2014, The University of Texas at Austin
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Copyright (C) 2018, Advanced Micro Devices, Inc.
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Redistribution and use in source and binary forms, with or without
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modification, are permitted provided that the following conditions are
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met:
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- Redistributions of source code must retain the above copyright
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notice, this list of conditions and the following disclaimer.
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- Redistributions in binary form must reproduce the above copyright
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notice, this list of conditions and the following disclaimer in the
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documentation and/or other materials provided with the distribution.
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- Neither the name(s) of the copyright holder(s) nor the names of its
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contributors may be used to endorse or promote products derived
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from this software without specific prior written permission.
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THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
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"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
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LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
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A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
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HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
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SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
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LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
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DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
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THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
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(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
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OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
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*/
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#include "blis.h"
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#ifdef BLIS_ENABLE_OPENMP
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thrcomm_t* bli_thrcomm_create( rntm_t* rntm, dim_t n_threads )
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{
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#ifdef BLIS_ENABLE_MEM_TRACING
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printf( "bli_thrcomm_create(): " );
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#endif
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thrcomm_t* comm = bli_sba_acquire( rntm, sizeof(thrcomm_t) );
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bli_thrcomm_init( n_threads, comm );
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return comm;
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}
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void bli_thrcomm_free( rntm_t* rntm, thrcomm_t* comm )
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{
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if ( comm == NULL ) return;
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bli_thrcomm_cleanup( comm );
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#ifdef BLIS_ENABLE_MEM_TRACING
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printf( "bli_thrcomm_free(): " );
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#endif
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bli_sba_release( rntm, comm );
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}
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#ifndef BLIS_TREE_BARRIER
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void bli_thrcomm_init( dim_t n_threads, thrcomm_t* comm )
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{
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if ( comm == NULL ) return;
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comm->sent_object = NULL;
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comm->n_threads = n_threads;
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comm->barrier_sense = 0;
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comm->barrier_threads_arrived = 0;
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}
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void bli_thrcomm_cleanup( thrcomm_t* comm )
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{
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if ( comm == NULL ) return;
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}
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//'Normal' barrier for openmp
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//barrier routine taken from art of multicore programming
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void bli_thrcomm_barrier( dim_t t_id, thrcomm_t* comm )
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{
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#if 0
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if ( comm == NULL || comm->n_threads == 1 )
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return;
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bool_t my_sense = comm->barrier_sense;
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dim_t my_threads_arrived;
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_Pragma( "omp atomic capture" )
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my_threads_arrived = ++(comm->barrier_threads_arrived);
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if ( my_threads_arrived == comm->n_threads )
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{
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comm->barrier_threads_arrived = 0;
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comm->barrier_sense = !comm->barrier_sense;
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}
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else
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{
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volatile bool_t* listener = &comm->barrier_sense;
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while ( *listener == my_sense ) {}
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}
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#endif
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bli_thrcomm_barrier_atomic( t_id, comm );
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}
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#else
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void bli_thrcomm_init( dim_t n_threads, thrcomm_t* comm )
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{
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if ( comm == NULL ) return;
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comm->sent_object = NULL;
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comm->n_threads = n_threads;
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comm->barriers = bli_malloc_intl( sizeof( barrier_t* ) * n_threads );
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bli_thrcomm_tree_barrier_create( n_threads, BLIS_TREE_BARRIER_ARITY, comm->barriers, 0 );
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}
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//Tree barrier used for Intel Xeon Phi
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barrier_t* bli_thrcomm_tree_barrier_create( int num_threads, int arity, barrier_t** leaves, int leaf_index )
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{
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barrier_t* me = bli_malloc_intl( sizeof(barrier_t) );
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me->dad = NULL;
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me->signal = 0;
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// Base Case
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if ( num_threads <= arity )
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{
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//Now must be registered as a leaf
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for ( int i = 0; i < num_threads; i++ )
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{
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leaves[ leaf_index + i ] = me;
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}
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me->count = num_threads;
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me->arity = num_threads;
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}
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else
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{
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// Otherwise this node has children
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int threads_per_kid = num_threads / arity;
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int defecit = num_threads - threads_per_kid * arity;
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for ( int i = 0; i < arity; i++ )
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{
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int threads_this_kid = threads_per_kid;
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if ( i < defecit ) threads_this_kid++;
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barrier_t* kid = bli_thrcomm_tree_barrier_create( threads_this_kid, arity, leaves, leaf_index );
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kid->dad = me;
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leaf_index += threads_this_kid;
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}
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me->count = arity;
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me->arity = arity;
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}
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return me;
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}
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void bli_thrcomm_cleanup( thrcomm_t* comm )
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{
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if ( comm == NULL ) return;
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for ( dim_t i = 0; i < comm->n_threads; i++ )
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{
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bli_thrcomm_tree_barrier_free( comm->barriers[i] );
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}
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bli_free_intl( comm->barriers );
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}
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void bli_thrcomm_tree_barrier_free( barrier_t* barrier )
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{
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if ( barrier == NULL )
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return;
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barrier->count--;
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if ( barrier->count == 0 )
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{
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bli_thrcomm_tree_barrier_free( barrier->dad );
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bli_free_intl( barrier );
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}
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return;
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}
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void bli_thrcomm_barrier( dim_t t_id, thrcomm_t* comm )
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{
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bli_thrcomm_tree_barrier( comm->barriers[t_id] );
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}
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void bli_thrcomm_tree_barrier( barrier_t* barack )
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{
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int my_signal = barack->signal;
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int my_count;
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_Pragma( "omp atomic capture" )
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my_count = barack->count--;
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if ( my_count == 1 )
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{
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if ( barack->dad != NULL )
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{
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bli_thrcomm_tree_barrier( barack->dad );
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}
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barack->count = barack->arity;
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barack->signal = !barack->signal;
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}
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else
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{
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volatile int* listener = &barack->signal;
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while ( *listener == my_signal ) {}
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}
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}
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#endif
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// Define a dummy function bli_l3_thread_entry(), which is needed in the
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// pthreads version, so that when building Windows DLLs (with OpenMP enabled
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// or no multithreading) we don't risk having an unresolved symbol.
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void* bli_l3_thread_entry( void* data_void ) { return NULL; }
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//#define PRINT_THRINFO
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void bli_l3_thread_decorator
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(
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l3int_t func,
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opid_t family,
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obj_t* alpha,
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obj_t* a,
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obj_t* b,
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obj_t* beta,
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obj_t* c,
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cntx_t* cntx,
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rntm_t* rntm,
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cntl_t* cntl
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)
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{
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// This is part of a hack to support mixed domain in bli_gemm_front().
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// Sometimes we need to specify a non-standard schema for A and B, and
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// we decided to transmit them via the schema field in the obj_t's
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// rather than pass them in as function parameters. Once the values
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// have been read, we immediately reset them back to their expected
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// values for unpacked objects.
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pack_t schema_a = bli_obj_pack_schema( a );
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pack_t schema_b = bli_obj_pack_schema( b );
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bli_obj_set_pack_schema( BLIS_NOT_PACKED, a );
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bli_obj_set_pack_schema( BLIS_NOT_PACKED, b );
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// Query the total number of threads from the rntm_t object.
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const dim_t n_threads = bli_rntm_num_threads( rntm );
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#ifdef PRINT_THRINFO
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thrinfo_t** threads = bli_malloc_intl( n_threads * sizeof( thrinfo_t* ) );
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#endif
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// NOTE: The sba was initialized in bli_init().
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// Check out an array_t from the small block allocator. This is done
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// with an internal lock to ensure only one application thread accesses
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// the sba at a time. bli_sba_checkout_array() will also automatically
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// resize the array_t, if necessary.
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array_t* restrict array = bli_sba_checkout_array( n_threads );
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// Access the pool_t* for thread 0 and embed it into the rntm. We do
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// this up-front only so that we have the rntm_t.sba_pool field
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// initialized and ready for the global communicator creation below.
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bli_sba_rntm_set_pool( 0, array, rntm );
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// Set the packing block allocator field of the rntm. This will be
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// inherited by all of the child threads when they make local copies of
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// the rntm below.
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bli_membrk_rntm_set_membrk( rntm );
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// Allocate a global communicator for the root thrinfo_t structures.
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thrcomm_t* restrict gl_comm = bli_thrcomm_create( rntm, n_threads );
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_Pragma( "omp parallel num_threads(n_threads)" )
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{
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// Create a thread-local copy of the master thread's rntm_t. This is
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// necessary since we want each thread to be able to track its own
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// small block pool_t as it executes down the function stack.
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rntm_t rntm_l = *rntm;
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rntm_t* restrict rntm_p = &rntm_l;
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// Query the thread's id from OpenMP.
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const dim_t tid = omp_get_thread_num();
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// Check for a somewhat obscure OpenMP thread-mistmatch issue.
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bli_l3_thread_decorator_thread_check( n_threads, tid, gl_comm, rntm_p );
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// Use the thread id to access the appropriate pool_t* within the
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// array_t, and use it to set the sba_pool field within the rntm_t.
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// If the pool_t* element within the array_t is NULL, it will first
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// be allocated/initialized.
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bli_sba_rntm_set_pool( tid, array, rntm_p );
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obj_t a_t, b_t, c_t;
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cntl_t* cntl_use;
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thrinfo_t* thread;
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// Alias thread-local copies of A, B, and C. These will be the objects
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// we pass down the algorithmic function stack. Making thread-local
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// alaises is highly recommended in case a thread needs to change any
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// of the properties of an object without affecting other threads'
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// objects.
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bli_obj_alias_to( a, &a_t );
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bli_obj_alias_to( b, &b_t );
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bli_obj_alias_to( c, &c_t );
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// Create a default control tree for the operation, if needed.
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bli_l3_cntl_create_if( family, schema_a, schema_b,
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&a_t, &b_t, &c_t, rntm_p, cntl, &cntl_use );
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// Create the root node of the current thread's thrinfo_t structure.
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bli_l3_thrinfo_create_root( tid, gl_comm, rntm_p, cntl_use, &thread );
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#if 1
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func
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(
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alpha,
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&a_t,
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&b_t,
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beta,
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&c_t,
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cntx,
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rntm_p,
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cntl_use,
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thread
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);
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#else
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bli_thrinfo_grow_tree
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(
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rntm_p,
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cntl_use,
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thread
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);
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#endif
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// Free the thread's local control tree.
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bli_l3_cntl_free( rntm_p, cntl_use, thread );
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#ifdef PRINT_THRINFO
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threads[tid] = thread;
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#else
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// Free the current thread's thrinfo_t structure.
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bli_l3_thrinfo_free( rntm_p, thread );
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#endif
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}
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// We shouldn't free the global communicator since it was already freed
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// by the global communicator's chief thread in bli_l3_thrinfo_free()
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// (called above).
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#ifdef PRINT_THRINFO
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if ( family != BLIS_TRSM ) bli_l3_thrinfo_print_gemm_paths( threads );
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else bli_l3_thrinfo_print_trsm_paths( threads );
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exit(1);
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#endif
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// Check the array_t back into the small block allocator. Similar to the
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// check-out, this is done using a lock embedded within the sba to ensure
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// mutual exclusion.
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bli_sba_checkin_array( array );
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}
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// -----------------------------------------------------------------------------
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void bli_l3_thread_decorator_thread_check
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(
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dim_t n_threads,
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dim_t tid,
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thrcomm_t* gl_comm,
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rntm_t* rntm
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)
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{
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dim_t n_threads_real = omp_get_num_threads();
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// Check if the number of OpenMP threads created within this parallel
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// region is different from the number of threads that were requested
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// of BLIS. This inequality may trigger when, for example, the
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// following conditions are satisfied:
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// - an application is executing an OpenMP parallel region in which
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// BLIS is invoked,
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// - BLIS is configured for multithreading via OpenMP,
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// - OMP_NUM_THREADS = t > 1,
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// - the number of threads requested of BLIS (regardless of method)
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// is p <= t,
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// - OpenMP nesting is disabled.
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// In this situation, the application spawns t threads. Each application
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// thread calls gemm (for example). Each gemm will attempt to spawn p
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// threads via OpenMP. However, since nesting is disabled, the OpenMP
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// implementation finds that t >= p threads are already spawned, and
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// thus it doesn't spawn *any* additional threads for each gemm.
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if ( n_threads_real != n_threads )
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{
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// If the number of threads active in the current region is not
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// equal to the number requested of BLIS, we then only continue
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// if the number of threads in the current region is 1. If, for
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// example, BLIS requested 4 threads but only got 3, then we
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// abort().
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//if ( tid == 0 )
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//{
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if ( n_threads_real != 1 )
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{
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bli_print_msg( "A different number of threads was "
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"created than was requested.",
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__FILE__, __LINE__ );
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bli_abort();
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}
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//n_threads = 1; // not needed since it has no effect?
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bli_thrcomm_init( 1, gl_comm );
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bli_rntm_set_num_threads_only( 1, rntm );
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bli_rntm_set_ways_only( 1, 1, 1, 1, 1, rntm );
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//}
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// Synchronize all threads and continue.
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_Pragma( "omp barrier" )
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}
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}
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#endif
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