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Details: - Added support for being able to duplicate (broadcast) elements in memory when packing matrix B (ie: the left-hand operand) in level-3 operations. This turns out advantageous for some architectures that can afford the cost of the extra bandwidth and somehow benefit from the pre-broadcast elements (and thus being able to avoid using broadcast-style load instructions on micro-rows of B in the gemm microkernel). - Support optionally disabling right-side hemm and symm. If this occurs, hemm_r is implemented in terms of hemm_l (and symm_r in terms of symm_l). This is needed when broadcasting during packing because the alternative--supporting the broadcast of B while also allowing matrix B to be Hermitian/symmetric--would be an absolute mess. - Support alignment factors for packed blocks of A, B, and C separately (as well as for general-purpose buffers). In addition, we support byte offsets from those alignment values (which is different from aligning by align+offset bytes to begin with). The default alignment values are BLIS_PAGE_SIZE in all four cases, with the offset values defaulting to zero. - Pass pack_t schema into bli_?packm_cxk() so that it can be then passed into the packm kernel, where it will be needed by packm kernels that perform broadcasts of B, since the idea is that we *only* want to broadcast when packing micropanels of B and not A. - Added definition for variadic bli_cntx_set_l3_vir_ukrs(), which can be used to set custom virtual level-3 microkernels in the cntx_t, which would typically be done in the bli_cntx_init_*() function defined in the subconfiguration of interest. - Added a "broadcast B" kernel function for use with NP/NR = 12/6, defined in in ref_kernels/1m/bli_packm_cxk_bb_ref.c. - Added a gemm, gemmtrsm, and trsm "broadcast B" reference kernels defined in ref_kernels/3/bb. (These kernels have been tested with double real with NP/NR = 12/6.) - Added #ifndef ... #endif guards around several macro constants defined in frame/include/bli_kernel_macro_defs.h. - Defined a few "broadcast B" static functions in frame/include/level0/bb for use by "broadcast B"-style packm reference kernels. For now, only the real domain kernels are tested and fully defined. - Output the alignment and offset values for packed blocks of A and B in the testsuite's "BLIS configuration info" section. - Comment updates to various files. - Bumped so_version to 3.0.0.
143 lines
4.4 KiB
C
143 lines
4.4 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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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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// An implementation that indexes through B with the assumption that all
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// elements were broadcast (duplicated) by a factor of NP/NR.
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#undef GENTFUNC
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#define GENTFUNC( ctype, ch, opname, arch, suf ) \
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\
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void PASTEMAC3(ch,opname,arch,suf) \
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( \
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dim_t k, \
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ctype* restrict alpha, \
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ctype* restrict a, \
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ctype* restrict b, \
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ctype* restrict beta, \
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ctype* restrict c, inc_t rs_c, inc_t cs_c, \
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auxinfo_t* restrict data, \
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cntx_t* restrict cntx \
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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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const dim_t mr = bli_cntx_get_blksz_def_dt( dt, BLIS_MR, cntx ); \
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const dim_t nr = bli_cntx_get_blksz_def_dt( dt, BLIS_NR, cntx ); \
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\
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const inc_t packmr = bli_cntx_get_blksz_max_dt( dt, BLIS_MR, cntx ); \
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const inc_t packnr = bli_cntx_get_blksz_max_dt( dt, BLIS_NR, cntx ); \
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\
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const dim_t m = mr; \
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const dim_t n = nr; \
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\
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const inc_t cs_a = packmr; \
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\
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const inc_t rs_b = packnr; \
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\
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/* Assume that the degree of duplication is equal to packnr / nr. */ \
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const inc_t cs_b = packnr / nr; \
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\
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ctype ab[ 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 inc_t rs_ab = 1; \
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const inc_t cs_ab = mr; \
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\
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dim_t l, j, i; \
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\
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ctype ai; \
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ctype bj; \
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\
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\
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/* Initialize the accumulator elements in ab to zero. */ \
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for ( i = 0; i < m * n; ++i ) \
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{ \
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PASTEMAC(ch,set0s)( *(ab + i) ); \
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} \
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\
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/* Perform a series of k rank-1 updates into ab. */ \
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for ( l = 0; l < k; ++l ) \
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{ \
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ctype* restrict abij = ab; \
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\
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/* In an optimized implementation, these two loops over MR and NR
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are typically fully unrolled. */ \
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for ( j = 0; j < n; ++j ) \
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{ \
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bj = *(b + j*cs_b); \
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\
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for ( i = 0; i < m; ++i ) \
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{ \
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ai = *(a + i); \
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\
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PASTEMAC(ch,dots)( ai, bj, *abij ); \
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\
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abij += rs_ab; \
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} \
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} \
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\
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a += cs_a; \
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b += rs_b; \
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} \
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\
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/* Scale the result in ab by alpha. */ \
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for ( i = 0; i < m * n; ++i ) \
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{ \
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PASTEMAC(ch,scals)( *alpha, *(ab + i) ); \
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} \
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\
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/* If beta is zero, overwrite c with the scaled result in ab. Otherwise,
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scale by beta and then add the scaled redult in ab. */ \
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if ( PASTEMAC(ch,eq0)( *beta ) ) \
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{ \
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PASTEMAC(ch,copys_mxn)( m, \
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n, \
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ab, rs_ab, cs_ab, \
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c, rs_c, cs_c ); \
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} \
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else \
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{ \
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PASTEMAC(ch,xpbys_mxn)( m, \
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n, \
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ab, rs_ab, cs_ab, \
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beta, \
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c, rs_c, cs_c ); \
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} \
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}
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INSERT_GENTFUNC_BASIC2( gemmbb, BLIS_CNAME_INFIX, BLIS_REF_SUFFIX )
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