Files
blis/frame/compat/extra/bla_gemm_batch.c
Meghana-vankadari 7bc8ab485e Added BLAS/CBLAS APIs for axpby, gemm_batch. (#566)
Details:
- Expanded the BLAS compatibility layer to include support for 
  ?axpby_() and ?gemm_batch_(). The former is a straightforward
  BLAS-like interface into the axpbyv operation while the latter
  implements a batched gemm via loops over bli_?gemm(). Also
  expanded the CBLAS compatibility layer to include support for
  cblas_?axpby() and cblas_?gemm_batch(), which serve as wrappers to 
  the corresponding (new) BLAS-like APIs. Thanks to Meghana Vankadari
  for submitting these new APIs via #566.
- Fixed a long-standing bug in common.mk that for some reason never
  manifested until now. Previously, CBLAS source files were compiled
  *without* the location of cblas.h being specified via a -I flag.
  I'm not sure why this worked, but it may be due to the fact that
  the cblas.h file resided in the same directory as all of the CBLAS
  source, and perhaps compilers implicitly add a -I flag for the
  directory that corresponds to the location of the source file being
  compiled. This bug only showed up because some CBLAS-like source code
  was moved into an 'extra' subdirectory of that frame/compat/cblas/src
  directory. After moving the code, compilation for those files failed
  (because the cblas.h header file, presumably, could not be found in
  the same location). This bug was fixed within common.mk by explicitly
  adding the cblas.h directory to the list of -I flags passed to the
  compiler.
- Added test_axpbyv.c and test_gemm_batch.c files to 'test' directory,
  and updated test/Makefile to build those drivers.
- Fixed typo in error message string in cblas_sgemm.c.
2021-11-11 16:46:14 -06:00

255 lines
7.1 KiB
C

/*
BLIS
An object-based framework for developing high-performance BLAS-like
libraries.
Copyright (C) 2020, Advanced Micro Devices, Inc.
Redistribution and use in source and binary forms, with or without
modification, are permitted provided that the following conditions are
met:
- Redistributions of source code must retain the above copyright
notice, this list of conditions and the following disclaimer.
- Redistributions in binary form must reproduce the above copyright
notice, this list of conditions and the following disclaimer in the
documentation and/or other materials provided with the distribution.
- Neither the name(s) of the copyright holder(s) nor the names of its
contributors may be used to endorse or promote products derived
from this software without specific prior written permission.
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
*/
#include "blis.h"
//
// Define BLAS-to-BLIS interfaces.
//
#ifdef BLIS_BLAS3_CALLS_TAPI
#undef GENTFUNC
#define GENTFUNC( ftype, ch, blasname, blisname ) \
\
void PASTEF77(ch,blasname) \
( \
const f77_char* transa_array, \
const f77_char* transb_array, \
const f77_int* m_array, \
const f77_int* n_array, \
const f77_int* k_array, \
const ftype* alpha_array, \
const ftype** a_array, const f77_int* lda_array, \
const ftype** b_array, const f77_int* ldb_array, \
const ftype* beta_array, \
ftype** c_array, const f77_int* ldc_array, \
const f77_int* group_count, \
const f77_int* group_size \
) \
{ \
trans_t blis_transa; \
trans_t blis_transb; \
dim_t m0, n0, k0; \
inc_t rs_a, cs_a; \
inc_t rs_b, cs_b; \
inc_t rs_c, cs_c; \
\
/* Initialize BLIS. */ \
bli_init_auto(); \
\
/* Perform BLAS parameter checking. */ \
for ( f77_int gi = 0; gi < *group_count; gi++ ) \
{ \
PASTEBLACHK(blisname) \
( \
MKSTR(ch), \
MKSTR(blisname), \
transa_array+gi, \
transb_array+gi, \
m_array+gi, \
n_array+gi, \
k_array+gi, \
lda_array+gi, \
ldb_array+gi, \
ldc_array+gi \
); \
} \
\
f77_int idx = 0; \
\
for ( f77_int i = 0; i < *group_count; i++ ) \
{ \
/* Map BLAS chars to their corresponding BLIS enumerated type value. */ \
bli_param_map_netlib_to_blis_trans( transa_array[i], &blis_transa ); \
bli_param_map_netlib_to_blis_trans( transb_array[i], &blis_transb ); \
\
/* Typecast BLAS integers to BLIS integers. */ \
bli_convert_blas_dim1( m_array[i], m0 ); \
bli_convert_blas_dim1( n_array[i], n0 ); \
bli_convert_blas_dim1( k_array[i], k0 ); \
\
/* Set the row and column strides of the matrix operands. */ \
rs_a = 1; \
cs_a = lda_array[i]; \
rs_b = 1; \
cs_b = ldb_array[i]; \
rs_c = 1; \
cs_c = ldc_array[i]; \
\
for ( f77_int j = 0; j < group_size[i]; j++ ) \
{ \
/* Call BLIS interface. */ \
PASTEMAC2(ch,blisname,BLIS_TAPI_EX_SUF) \
( \
blis_transa, \
blis_transb, \
m0, \
n0, \
k0, \
(ftype*)(alpha_array + i), \
(ftype*)*(a_array + idx), rs_a, cs_a, \
(ftype*)*(b_array + idx), rs_b, cs_b, \
(ftype*)(beta_array + i), \
(ftype*)*(c_array + idx), rs_c, cs_c, \
NULL, \
NULL \
); \
\
idx++; \
} \
} \
\
bli_finalize_auto(); \
}
#else
#undef GENTFUNC
#define GENTFUNC( ftype, ch, blasname, blisname ) \
\
void PASTEF77(ch,blasname) \
( \
const f77_char* transa_array, \
const f77_char* transb_array, \
const f77_int* m_array, \
const f77_int* n_array, \
const f77_int* k_array, \
const ftype* alpha_array, \
const ftype** a_array, const f77_int* lda_array, \
const ftype** b_array, const f77_int* ldb_array, \
const ftype* beta_array, \
ftype** c_array, const f77_int* ldc_array, \
const f77_int* group_count, \
const f77_int* group_size ) \
{ \
trans_t blis_transa; \
trans_t blis_transb; \
dim_t m0, n0, k0; \
\
/* Initialize BLIS. */ \
bli_init_auto(); \
\
/* Perform BLAS parameter checking. */ \
for ( f77_int gi = 0; gi < *group_count; gi++ ) \
{ \
PASTEBLACHK(blisname) \
( \
MKSTR(ch), \
MKSTR(blisname), \
transa_array+gi, \
transb_array+gi, \
m_array+gi, \
n_array+gi, \
k_array+gi, \
lda_array+gi, \
ldb_array+gi, \
ldc_array+gi \
); \
} \
\
const num_t dt = PASTEMAC(ch,type); \
\
f77_int idx = 0, i, j; \
\
for ( i = 0; i < *group_count; i++ ) \
{ \
/* Map BLAS chars to their corresponding BLIS enumerated type value. */ \
bli_param_map_netlib_to_blis_trans( transa_array[i], &blis_transa ); \
bli_param_map_netlib_to_blis_trans( transb_array[i], &blis_transb ); \
\
/* Typecast BLAS integers to BLIS integers. */ \
bli_convert_blas_dim1( m_array[i], m0 ); \
bli_convert_blas_dim1( n_array[i], n0 ); \
bli_convert_blas_dim1( k_array[i], k0 ); \
\
/* Set the row and column strides of the matrix operands. */ \
const inc_t rs_a = 1; \
const inc_t cs_a = lda_array[i]; \
const inc_t rs_b = 1; \
const inc_t cs_b = ldb_array[i]; \
const inc_t rs_c = 1; \
const inc_t cs_c = ldc_array[i]; \
\
obj_t alphao = BLIS_OBJECT_INITIALIZER_1X1; \
obj_t betao = BLIS_OBJECT_INITIALIZER_1X1; \
\
dim_t m0_a, n0_a; \
dim_t m0_b, n0_b; \
\
bli_set_dims_with_trans( blis_transa, m0, k0, &m0_a, &n0_a ); \
bli_set_dims_with_trans( blis_transb, k0, n0, &m0_b, &n0_b ); \
\
bli_obj_init_finish_1x1( dt, (ftype*)(alpha_array + i), &alphao ); \
bli_obj_init_finish_1x1( dt, (ftype*)(beta_array + i), &betao ); \
\
for( j = 0; j < group_size[i]; j++ ) \
{ \
obj_t ao = BLIS_OBJECT_INITIALIZER; \
obj_t bo = BLIS_OBJECT_INITIALIZER; \
obj_t co = BLIS_OBJECT_INITIALIZER; \
\
bli_obj_init_finish( dt, m0_a, n0_a, (ftype*)*(a_array + idx), rs_a, cs_a, &ao ); \
bli_obj_init_finish( dt, m0_b, n0_b, (ftype*)*(b_array + idx), rs_b, cs_b, &bo ); \
bli_obj_init_finish( dt, m0, n0, (ftype*)*(c_array + idx), rs_c, cs_c, &co ); \
bli_obj_set_conjtrans( blis_transa, &ao ); \
bli_obj_set_conjtrans( blis_transb, &bo ); \
\
PASTEMAC(blisname,BLIS_OAPI_EX_SUF) \
( \
&alphao, \
&ao, \
&bo, \
&betao, \
&co, \
NULL, \
NULL \
); \
\
idx++; \
} \
} \
\
/* Finalize BLIS. */ \
bli_finalize_auto(); \
}
#endif
#ifdef BLIS_ENABLE_BLAS
INSERT_GENTFUNC_BLAS( gemm_batch, gemm )
#endif