mirror of
https://github.com/amd/blis.git
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Details:
- Adjusted the method by which micropanels are assigned to threads in
the 2nd (jr) and 1st (ir) loops around the microkernel to (mostly)
employ contiguous "slab" partitioning rather than interleaved (round
robin) partitioning. The new partitioning schemes and related details
for specific families of operations are listed below:
- gemm: slab partitioning.
- herk: slab partitioning for region corresponding to non-triangular
region of C; round robin partitioning for triangular region.
- trmm: slab partitioning for region corresponding to non-triangular
region of B; round robin partitioning for triangular region.
(NOTE: This affects both left- and right-side macrokernels:
trmm_ll, trmm_lu, trmm_rl, trmm_ru.)
- trsm: slab partitioning.
(NOTE: This only affects only left-side macrokernels trsm_ll,
trsm_lu; right-side macrokernels were not touched.)
Also note that the previous macrokernels were preserved inside of
the 'other' directory of each operation family directory (e.g.
frame/3/gemm/other, frame/3/herk/other, etc).
- Updated gemm macrokernel in sandbox/ref99 in light of above changes
and fixed a stale function pointer type in blx_gemm_int.c
(gemm_voft -> gemm_var_oft).
- Added standalone test drivers in test/3m4m for herk, trmm, and trsm
and minor changes to test/3m4m/Makefile.
- Updated the arguments and definitions of bli_*_get_next_[ab]_upanel()
and bli_trmm_?_?r_my_iter() macros defined in bli_l3_thrinfo.h.
- Renamed bli_thread_get_range*() APIs to bli_thread_range*().
191 lines
6.6 KiB
C
191 lines
6.6 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 of The University of Texas at Austin nor the names
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of its contributors may be used to endorse or promote products
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derived 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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void bli_trmm_front
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(
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side_t side,
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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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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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bli_init_once();
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obj_t a_local;
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obj_t b_local;
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obj_t c_local;
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// Check parameters.
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if ( bli_error_checking_is_enabled() )
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bli_trmm_check( side, alpha, a, b, &BLIS_ZERO, b, cntx );
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// If alpha is zero, scale by beta and return.
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if ( bli_obj_equals( alpha, &BLIS_ZERO ) )
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{
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bli_scalm( alpha, b );
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return;
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}
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// Alias A and B so we can tweak the objects if necessary.
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bli_obj_alias_to( a, &a_local );
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bli_obj_alias_to( b, &b_local );
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bli_obj_alias_to( b, &c_local );
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// We do not explicitly implement the cases where A is transposed.
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// However, we can still handle them. Specifically, if A is marked as
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// needing a transposition, we simply induce a transposition. This
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// allows us to only explicitly implement the no-transpose cases. Once
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// the transposition is induced, the correct algorithm will be called,
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// since, for example, an algorithm over a transposed lower triangular
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// matrix A moves in the same direction (forwards) as a non-transposed
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// upper triangular matrix. And with the transposition induced, the
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// matrix now appears to be upper triangular, so the upper triangular
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// algorithm will grab the correct partitions, as if it were upper
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// triangular (with no transpose) all along.
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if ( bli_obj_has_trans( &a_local ) )
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{
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bli_obj_induce_trans( &a_local );
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bli_obj_set_onlytrans( BLIS_NO_TRANSPOSE, &a_local );
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}
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#if 0
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// NOTE: This case casts right-side trmm in terms of left side. This
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// reduces the number of macrokernels exercised to two (trmm_ll and
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// trmm_lu) but can lead to the microkernel being executed with an
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// output matrix that is stored counter to its output preference.
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// If A is being multiplied from the right, transpose all operands
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// so that we can perform the computation as if A were being multiplied
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// from the left.
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if ( bli_is_right( side ) )
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{
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bli_toggle_side( &side );
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bli_obj_induce_trans( &a_local );
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bli_obj_induce_trans( &b_local );
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bli_obj_induce_trans( &c_local );
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}
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#else
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// NOTE: This case computes right-side trmm natively with trmm_rl and
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// trmm_ru macrokernels. This code path always gives us the opportunity
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// to transpose the entire operation so that the effective storage format
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// of the output matrix matches the microkernel's output preference.
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// Thus, from a performance perspective, this case is preferred.
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// An optimization: If C is stored by rows and the micro-kernel prefers
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// contiguous columns, or if C is stored by columns and the micro-kernel
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// prefers contiguous rows, transpose the entire operation to allow the
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// micro-kernel to access elements of C in its preferred manner.
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// NOTE: We disable the optimization for 1x1 matrices since the concept
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// of row- vs. column storage breaks down.
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if ( !bli_obj_is_1x1( &c_local ) )
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if ( bli_cntx_l3_vir_ukr_dislikes_storage_of( &c_local, BLIS_GEMM_UKR, cntx ) )
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{
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bli_toggle_side( &side );
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bli_obj_induce_trans( &a_local );
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bli_obj_induce_trans( &b_local );
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bli_obj_induce_trans( &c_local );
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}
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// If A is being multiplied from the right, swap A and B so that
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// the matrix will actually be on the right.
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if ( bli_is_right( side ) )
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{
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bli_obj_swap( &a_local, &b_local );
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}
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#endif
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// Set each alias as the root object.
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// NOTE: We MUST wait until we are done potentially swapping the objects
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// before setting the root fields!
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bli_obj_set_as_root( &a_local );
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bli_obj_set_as_root( &b_local );
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bli_obj_set_as_root( &c_local );
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// Parse and interpret the contents of the rntm_t object to properly
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// set the ways of parallelism for each loop, and then make any
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// additional modifications necessary for the current operation.
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bli_rntm_set_ways_for_op
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(
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BLIS_TRMM,
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side,
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bli_obj_length( &c_local ),
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bli_obj_width( &c_local ),
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bli_obj_width( &a_local ),
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rntm
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);
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// A sort of hack for communicating the desired pach schemas for A and B
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// to bli_gemm_cntl_create() (via bli_l3_thread_decorator() and
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// bli_l3_cntl_create_if()). This allows us to access the schemas from
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// the control tree, which hopefully reduces some confusion, particularly
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// in bli_packm_init().
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if ( bli_cntx_method( cntx ) == BLIS_NAT )
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{
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bli_obj_set_pack_schema( BLIS_PACKED_ROW_PANELS, &a_local );
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bli_obj_set_pack_schema( BLIS_PACKED_COL_PANELS, &b_local );
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}
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else // if ( bli_cntx_method( cntx ) != BLIS_NAT )
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{
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pack_t schema_a = bli_cntx_schema_a_block( cntx );
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pack_t schema_b = bli_cntx_schema_b_panel( cntx );
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bli_obj_set_pack_schema( schema_a, &a_local );
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bli_obj_set_pack_schema( schema_b, &b_local );
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}
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// Invoke the internal back-end.
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bli_l3_thread_decorator
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(
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bli_gemm_int,
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BLIS_TRMM, // operation family id
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alpha,
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&a_local,
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&b_local,
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&BLIS_ZERO,
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&c_local,
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cntx,
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rntm,
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cntl
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);
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}
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