mirror of
https://github.com/amd/blis.git
synced 2026-05-01 04:51:11 +00:00
ac18949a4b
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*().
557 lines
17 KiB
C
557 lines
17 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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#define FUNCPTR_T herk_fp
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typedef void (*FUNCPTR_T)
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(
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doff_t diagoffc,
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pack_t schema_a,
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pack_t schema_b,
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dim_t m,
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dim_t n,
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dim_t k,
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void* alpha,
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void* a, inc_t cs_a, inc_t is_a,
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dim_t pd_a, inc_t ps_a,
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void* b, inc_t rs_b, inc_t is_b,
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dim_t pd_b, inc_t ps_b,
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void* beta,
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void* c, inc_t rs_c, inc_t cs_c,
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cntx_t* cntx,
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rntm_t* rntm,
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thrinfo_t* thread
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);
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static FUNCPTR_T GENARRAY(ftypes,herk_u_ker_var2);
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void bli_herk_u_ker_var2
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(
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obj_t* a,
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obj_t* b,
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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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thrinfo_t* thread
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)
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{
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num_t dt_exec = bli_obj_exec_dt( c );
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doff_t diagoffc = bli_obj_diag_offset( c );
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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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dim_t m = bli_obj_length( c );
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dim_t n = bli_obj_width( c );
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dim_t k = bli_obj_width( a );
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void* buf_a = bli_obj_buffer_at_off( a );
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inc_t cs_a = bli_obj_col_stride( a );
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inc_t is_a = bli_obj_imag_stride( a );
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dim_t pd_a = bli_obj_panel_dim( a );
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inc_t ps_a = bli_obj_panel_stride( a );
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void* buf_b = bli_obj_buffer_at_off( b );
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inc_t rs_b = bli_obj_row_stride( b );
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inc_t is_b = bli_obj_imag_stride( b );
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dim_t pd_b = bli_obj_panel_dim( b );
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inc_t ps_b = bli_obj_panel_stride( b );
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void* buf_c = bli_obj_buffer_at_off( c );
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inc_t rs_c = bli_obj_row_stride( c );
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inc_t cs_c = bli_obj_col_stride( c );
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obj_t scalar_a;
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obj_t scalar_b;
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void* buf_alpha;
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void* buf_beta;
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FUNCPTR_T f;
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// Detach and multiply the scalars attached to A and B.
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bli_obj_scalar_detach( a, &scalar_a );
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bli_obj_scalar_detach( b, &scalar_b );
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bli_mulsc( &scalar_a, &scalar_b );
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// Grab the addresses of the internal scalar buffers for the scalar
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// merged above and the scalar attached to C.
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buf_alpha = bli_obj_internal_scalar_buffer( &scalar_b );
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buf_beta = bli_obj_internal_scalar_buffer( c );
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// Index into the type combination array to extract the correct
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// function pointer.
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f = ftypes[dt_exec];
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// Invoke the function.
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f( diagoffc,
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schema_a,
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schema_b,
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m,
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n,
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k,
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buf_alpha,
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buf_a, cs_a, is_a,
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pd_a, ps_a,
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buf_b, rs_b, is_b,
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pd_b, ps_b,
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buf_beta,
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buf_c, rs_c, cs_c,
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cntx,
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rntm,
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thread );
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}
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#undef GENTFUNC
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#define GENTFUNC( ctype, ch, varname ) \
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\
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void PASTEMAC(ch,varname) \
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( \
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doff_t diagoffc, \
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pack_t schema_a, \
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pack_t schema_b, \
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dim_t m, \
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dim_t n, \
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dim_t k, \
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void* alpha, \
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void* a, inc_t cs_a, inc_t is_a, \
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dim_t pd_a, inc_t ps_a, \
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void* b, inc_t rs_b, inc_t is_b, \
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dim_t pd_b, inc_t ps_b, \
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void* beta, \
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void* c, inc_t rs_c, inc_t cs_c, \
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cntx_t* cntx, \
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rntm_t* rntm, \
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thrinfo_t* thread \
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) \
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{ \
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const num_t dt = PASTEMAC(ch,type); \
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\
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/* Alias some constants to simpler names. */ \
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const dim_t MR = pd_a; \
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const dim_t NR = pd_b; \
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/*const dim_t PACKMR = cs_a;*/ \
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/*const dim_t PACKNR = rs_b;*/ \
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\
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/* Query the context for the micro-kernel address and cast it to its
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function pointer type. */ \
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PASTECH(ch,gemm_ukr_ft) \
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gemm_ukr = bli_cntx_get_l3_vir_ukr_dt( dt, BLIS_GEMM_UKR, cntx ); \
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\
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/* Temporary C buffer for edge cases. Note that the strides of this
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temporary buffer are set so that they match the storage of the
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original C matrix. For example, if C is column-stored, ct will be
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column-stored as well. */ \
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ctype ct[ BLIS_STACK_BUF_MAX_SIZE \
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/ sizeof( ctype ) ] \
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__attribute__((aligned(BLIS_STACK_BUF_ALIGN_SIZE))); \
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const bool_t col_pref = bli_cntx_l3_vir_ukr_prefers_cols_dt( dt, BLIS_GEMM_UKR, cntx ); \
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const inc_t rs_ct = ( col_pref ? 1 : NR ); \
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const inc_t cs_ct = ( col_pref ? MR : 1 ); \
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\
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ctype* restrict zero = PASTEMAC(ch,0); \
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ctype* restrict a_cast = a; \
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ctype* restrict b_cast = b; \
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ctype* restrict c_cast = c; \
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ctype* restrict alpha_cast = alpha; \
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ctype* restrict beta_cast = beta; \
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ctype* restrict b1; \
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ctype* restrict c1; \
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\
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doff_t diagoffc_ij; \
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dim_t m_iter, m_left; \
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dim_t n_iter, n_left; \
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dim_t m_cur; \
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dim_t n_cur; \
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dim_t i, j, jp; \
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inc_t rstep_a; \
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inc_t cstep_b; \
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inc_t rstep_c, cstep_c; \
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auxinfo_t aux; \
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\
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/*
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Assumptions/assertions:
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rs_a == 1
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cs_a == PACKMR
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pd_a == MR
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ps_a == stride to next micro-panel of A
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rs_b == PACKNR
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cs_b == 1
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pd_b == NR
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ps_b == stride to next micro-panel of B
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rs_c == (no assumptions)
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cs_c == (no assumptions)
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*/ \
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\
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/* If any dimension is zero, return immediately. */ \
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if ( bli_zero_dim3( m, n, k ) ) return; \
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\
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/* Safeguard: If the current panel of C is entirely below the diagonal,
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it is not stored. So we do nothing. */ \
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if ( bli_is_strictly_below_diag_n( diagoffc, m, n ) ) return; \
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\
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/* If there is a zero region to the left of where the diagonal of C
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intersects the top edge of the panel, adjust the pointer to C and B
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and treat this case as if the diagonal offset were zero.
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NOTE: It's possible that after this pruning that the diagonal offset
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is still positive (though it is guaranteed to be less than NR). */ \
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if ( diagoffc > 0 ) \
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{ \
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jp = diagoffc / NR; \
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j = jp * NR; \
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n = n - j; \
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diagoffc = diagoffc % NR; \
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c_cast = c_cast + (j )*cs_c; \
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b_cast = b_cast + (jp )*ps_b; \
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} \
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\
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/* If there is a zero region below where the diagonal of C intersects
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the right edge of the panel, shrink it to prevent "no-op" iterations
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from executing. */ \
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if ( -diagoffc + n < m ) \
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{ \
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m = -diagoffc + n; \
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} \
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\
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/* Clear the temporary C buffer in case it has any infs or NaNs. */ \
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PASTEMAC(ch,set0s_mxn)( MR, NR, \
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ct, rs_ct, cs_ct ); \
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\
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/* Compute number of primary and leftover components of the m and n
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dimensions. */ \
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n_iter = n / NR; \
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n_left = n % NR; \
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\
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m_iter = m / MR; \
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m_left = m % MR; \
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\
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if ( n_left ) ++n_iter; \
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if ( m_left ) ++m_iter; \
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\
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/* Determine some increments used to step through A, B, and C. */ \
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rstep_a = ps_a; \
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\
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cstep_b = ps_b; \
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\
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rstep_c = rs_c * MR; \
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cstep_c = cs_c * NR; \
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\
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/* Save the pack schemas of A and B to the auxinfo_t object. */ \
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bli_auxinfo_set_schema_a( schema_a, &aux ); \
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bli_auxinfo_set_schema_b( schema_b, &aux ); \
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\
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/* Save the imaginary stride of A and B to the auxinfo_t object. */ \
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bli_auxinfo_set_is_a( is_a, &aux ); \
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bli_auxinfo_set_is_b( is_b, &aux ); \
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\
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/* The 'thread' argument points to the thrinfo_t node for the 2nd (jr)
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loop around the microkernel. Here we query the thrinfo_t node for the
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1st (ir) loop around the microkernel. */ \
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thrinfo_t* caucus = bli_thrinfo_sub_node( thread ); \
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\
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/* Query the number of threads and thread ids for each loop. */ \
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dim_t jr_nt = bli_thread_n_way( thread ); \
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dim_t jr_tid = bli_thread_work_id( thread ); \
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dim_t ir_nt = bli_thread_n_way( caucus ); \
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dim_t ir_tid = bli_thread_work_id( caucus ); \
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\
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dim_t jr_start, jr_end; \
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dim_t ir_start, ir_end; \
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dim_t jr_inc, ir_inc; \
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\
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/* Note that we partition the 2nd loop into two regions: the triangular
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part of C, and the rectangular portion. */ \
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dim_t n_iter_tri; \
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dim_t n_iter_rct; \
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\
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if ( bli_is_strictly_above_diag_n( diagoffc, m, n ) ) \
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{ \
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/* If the entire panel of C does not intersect the diagonal, there is
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no triangular region, and therefore we can skip the first set of
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loops. */ \
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n_iter_tri = 0; \
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n_iter_rct = n_iter; \
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} \
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else \
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{ \
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/* If the panel of C does intersect the diagonal, compute the number of
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iterations in the triangular (or trapezoidal) region by dividing NR
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into the number of rows in C. A non-zero remainder means we need to
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add one additional iteration. That is, we want the triangular region
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to contain as few columns of whole microtiles as possible while still
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including all microtiles that intersect the diagonal. The number of
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iterations in the rectangular region is computed as the remaining
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number of iterations in the n dimension. */ \
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n_iter_tri = ( m + diagoffc ) / NR + ( ( m + diagoffc ) % NR ? 1 : 0 ); \
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n_iter_rct = n_iter - n_iter_tri; \
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} \
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\
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/* Use interleaved (round robin) assignment of micropanels to threads in the
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2nd loop for the initial triangular region of C (if it exists). For both
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the rectangular and triangular regions, use contiguous assignment for the
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1st loop. */ \
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bli_thread_range_jrir_rr( thread, n_iter_tri, 1, FALSE, &jr_start, &jr_end, &jr_inc ); \
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bli_thread_range_jrir_sl( caucus, m_iter, 1, FALSE, &ir_start, &ir_end, &ir_inc ); \
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\
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/* Loop over the n dimension (NR columns at a time). */ \
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for ( j = jr_start; j < jr_end; j += jr_inc ) \
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{ \
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ctype* restrict a1; \
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ctype* restrict c11; \
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ctype* restrict b2; \
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\
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b1 = b_cast + j * cstep_b; \
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c1 = c_cast + j * cstep_c; \
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\
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n_cur = ( bli_is_not_edge_f( j, n_iter, n_left ) ? NR : n_left ); \
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\
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/* Initialize our next panel of B to be the current panel of B. */ \
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b2 = b1; \
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\
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/* Interior loop over the m dimension (MR rows at a time). */ \
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for ( i = ir_start; i < ir_end; i += ir_inc ) \
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{ \
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ctype* restrict a2; \
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\
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a1 = a_cast + i * rstep_a; \
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c11 = c1 + i * rstep_c; \
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\
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/* Compute the diagonal offset for the submatrix at (i,j). */ \
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diagoffc_ij = diagoffc - (doff_t)j*NR + (doff_t)i*MR; \
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\
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m_cur = ( bli_is_not_edge_f( i, m_iter, m_left ) ? MR : m_left ); \
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\
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/* Compute the addresses of the next panels of A and B. */ \
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a2 = bli_herk_get_next_a_upanel( a1, rstep_a, ir_inc ); \
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if ( bli_is_last_iter( i, m_iter, ir_tid, ir_nt ) ) \
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{ \
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a2 = a_cast; \
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b2 = bli_herk_get_next_b_upanel( b1, cstep_b, jr_inc ); \
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if ( bli_is_last_iter( j, n_iter, jr_tid, jr_nt ) ) \
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b2 = b_cast; \
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} \
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\
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/* Save addresses of next panels of A and B to the auxinfo_t
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object. */ \
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bli_auxinfo_set_next_a( a2, &aux ); \
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bli_auxinfo_set_next_b( b2, &aux ); \
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\
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/* If the diagonal intersects the current MR x NR submatrix, we
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compute it the temporary buffer and then add in the elements
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on or below the diagonal.
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Otherwise, if the submatrix is strictly above the diagonal,
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we compute and store as we normally would.
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And if we're strictly below the diagonal, we do nothing and
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continue. */ \
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if ( bli_intersects_diag_n( diagoffc_ij, m_cur, n_cur ) ) \
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{ \
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/* Invoke the gemm micro-kernel. */ \
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gemm_ukr \
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( \
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k, \
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alpha_cast, \
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a1, \
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b1, \
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zero, \
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ct, rs_ct, cs_ct, \
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&aux, \
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cntx \
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); \
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\
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/* Scale C and add the result to only the stored part. */ \
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PASTEMAC(ch,xpbys_mxn_u)( diagoffc_ij, \
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m_cur, n_cur, \
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ct, rs_ct, cs_ct, \
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beta_cast, \
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c11, rs_c, cs_c ); \
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} \
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else if ( bli_is_strictly_above_diag_n( diagoffc_ij, m_cur, n_cur ) ) \
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{ \
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/* Handle interior and edge cases separately. */ \
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if ( m_cur == MR && n_cur == NR ) \
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{ \
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/* Invoke the gemm micro-kernel. */ \
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gemm_ukr \
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( \
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k, \
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alpha_cast, \
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a1, \
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b1, \
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beta_cast, \
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c11, rs_c, cs_c, \
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&aux, \
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cntx \
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); \
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} \
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else \
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{ \
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/* Invoke the gemm micro-kernel. */ \
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gemm_ukr \
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( \
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k, \
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alpha_cast, \
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a1, \
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b1, \
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zero, \
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|
ct, rs_ct, cs_ct, \
|
|
&aux, \
|
|
cntx \
|
|
); \
|
|
\
|
|
/* Scale the edge of C and add the result. */ \
|
|
PASTEMAC(ch,xpbys_mxn)( m_cur, n_cur, \
|
|
ct, rs_ct, cs_ct, \
|
|
beta_cast, \
|
|
c11, rs_c, cs_c ); \
|
|
} \
|
|
} \
|
|
} \
|
|
} \
|
|
\
|
|
/* If there is no rectangular region, then we're done. */ \
|
|
if ( n_iter_rct == 0 ) return; \
|
|
\
|
|
/* Use contiguous assignment of micropanels to threads in the 2nd loop for
|
|
the remaining triangular region of C. */ \
|
|
bli_thread_range_jrir_sl( thread, n_iter_rct, 1, FALSE, &jr_start, &jr_end, &jr_inc ); \
|
|
\
|
|
/* Advance the start and end iteration offsets for the rectangular region
|
|
by the number of iterations used for the triangular region. */ \
|
|
jr_start += n_iter_tri; \
|
|
jr_end += n_iter_tri; \
|
|
\
|
|
/* Loop over the n dimension (NR columns at a time). */ \
|
|
for ( j = jr_start; j < jr_end; j += jr_inc ) \
|
|
{ \
|
|
ctype* restrict a1; \
|
|
ctype* restrict c11; \
|
|
ctype* restrict b2; \
|
|
\
|
|
b1 = b_cast + j * cstep_b; \
|
|
c1 = c_cast + j * cstep_c; \
|
|
\
|
|
n_cur = ( bli_is_not_edge_f( j, n_iter, n_left ) ? NR : n_left ); \
|
|
\
|
|
/* Initialize our next panel of B to be the current panel of B. */ \
|
|
b2 = b1; \
|
|
\
|
|
/* Interior loop over the m dimension (MR rows at a time). */ \
|
|
for ( i = ir_start; i < ir_end; i += ir_inc ) \
|
|
{ \
|
|
ctype* restrict a2; \
|
|
\
|
|
a1 = a_cast + i * rstep_a; \
|
|
c11 = c1 + i * rstep_c; \
|
|
\
|
|
/* No need to compute the diagonal offset for the rectangular
|
|
region. */ \
|
|
/*diagoffc_ij = diagoffc - (doff_t)j*NR + (doff_t)i*MR;*/ \
|
|
\
|
|
m_cur = ( bli_is_not_edge_f( i, m_iter, m_left ) ? MR : m_left ); \
|
|
\
|
|
/* Compute the addresses of the next panels of A and B. */ \
|
|
a2 = bli_herk_get_next_a_upanel( a1, rstep_a, ir_inc ); \
|
|
if ( bli_is_last_iter( i, m_iter, ir_tid, ir_nt ) ) \
|
|
{ \
|
|
a2 = a_cast; \
|
|
b2 = bli_herk_get_next_b_upanel( b1, cstep_b, jr_inc ); \
|
|
if ( bli_is_last_iter( j, n_iter, jr_tid, jr_nt ) ) \
|
|
b2 = b_cast; \
|
|
} \
|
|
\
|
|
/* Save addresses of next panels of A and B to the auxinfo_t
|
|
object. */ \
|
|
bli_auxinfo_set_next_a( a2, &aux ); \
|
|
bli_auxinfo_set_next_b( b2, &aux ); \
|
|
\
|
|
/* If the diagonal intersects the current MR x NR submatrix, we
|
|
compute it the temporary buffer and then add in the elements
|
|
on or below the diagonal.
|
|
Otherwise, if the submatrix is strictly above the diagonal,
|
|
we compute and store as we normally would.
|
|
And if we're strictly below the diagonal, we do nothing and
|
|
continue. */ \
|
|
{ \
|
|
/* Handle interior and edge cases separately. */ \
|
|
if ( m_cur == MR && n_cur == NR ) \
|
|
{ \
|
|
/* Invoke the gemm micro-kernel. */ \
|
|
gemm_ukr \
|
|
( \
|
|
k, \
|
|
alpha_cast, \
|
|
a1, \
|
|
b1, \
|
|
beta_cast, \
|
|
c11, rs_c, cs_c, \
|
|
&aux, \
|
|
cntx \
|
|
); \
|
|
} \
|
|
else \
|
|
{ \
|
|
/* Invoke the gemm micro-kernel. */ \
|
|
gemm_ukr \
|
|
( \
|
|
k, \
|
|
alpha_cast, \
|
|
a1, \
|
|
b1, \
|
|
zero, \
|
|
ct, rs_ct, cs_ct, \
|
|
&aux, \
|
|
cntx \
|
|
); \
|
|
\
|
|
/* Scale the edge of C and add the result. */ \
|
|
PASTEMAC(ch,xpbys_mxn)( m_cur, n_cur, \
|
|
ct, rs_ct, cs_ct, \
|
|
beta_cast, \
|
|
c11, rs_c, cs_c ); \
|
|
} \
|
|
} \
|
|
} \
|
|
} \
|
|
}
|
|
|
|
INSERT_GENTFUNC_BASIC0( herk_u_ker_var2 )
|
|
|