/* BLIS An object-based framework for developing high-performance BLAS-like libraries. Copyright (C) 2014, The University of Texas at Austin Copyright (C) 2019 - 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 of The University of Texas 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. */ #ifdef WIN32 #include #else #include #endif #include "blis.h" //#define CBLAS //#define C_STOR_R //#define PRINT int main( int argc, char** argv ) { obj_t a, b, c; obj_t c_save; obj_t alpha, beta; dim_t m, k; dim_t p; dim_t p_begin, p_end, p_inc; int m_input, k_input; num_t dt; int r, n_repeats; uplo_t uploc; trans_t transa; trans_t transb; f77_char f77_uploc; f77_char f77_transa; f77_char f77_transb; double dtime; double dtime_save; double gflops; //bli_init(); //bli_error_checking_level_set( BLIS_NO_ERROR_CHECKING ); n_repeats = 3; #ifndef PRINT p_begin = 200; p_end = 2000; p_inc = 200; m_input = -1; k_input = -1; #else p_begin = 16; p_end = 16; p_inc = 1; m_input = 5; k_input = 4; #endif #if 1 //dt = BLIS_FLOAT; dt = BLIS_DOUBLE; #else //dt = BLIS_SCOMPLEX; dt = BLIS_DCOMPLEX; #endif uploc = BLIS_LOWER; //uploc = BLIS_UPPER; transa = BLIS_NO_TRANSPOSE; transb = BLIS_NO_TRANSPOSE; bli_param_map_blis_to_netlib_uplo( uploc, &f77_uploc ); bli_param_map_blis_to_netlib_trans( transa, &f77_transa ); bli_param_map_blis_to_netlib_trans( transb, &f77_transb ); char uplocl = tolower( f77_uploc ); char transal = tolower( f77_transa ); char transbl = tolower( f77_transb ); f77_int cbla_uploc = ( uplocl == 'l' ? CblasLower : CblasUpper ); f77_int cbla_transa = ( transal == 'n' ? CblasNoTrans : CblasTrans ); f77_int cbla_transb = ( transbl == 'n' ? CblasNoTrans : CblasTrans ); ( void )cbla_uploc; ( void )cbla_transa; ( void )cbla_transb; // Begin with initializing the last entry to zero so that // matlab allocates space for the entire array once up-front. for ( p = p_begin; p + p_inc <= p_end; p += p_inc ) ; #ifdef BLIS printf( "data_gemmt_blis" ); #else printf( "data_gemmt_%s", BLAS ); #endif printf( "( %2lu, 1:3 ) = [ %4lu %4lu %7.2f ];\n", ( unsigned long )(p - p_begin)/p_inc + 1, ( unsigned long )0, ( unsigned long )0, 0.0 ); //for ( p = p_begin; p <= p_end; p += p_inc ) for ( p = p_end; p_begin <= p; p -= p_inc ) { if ( m_input < 0 ) m = p * ( dim_t )abs(m_input); else m = ( dim_t ) m_input; if ( k_input < 0 ) k = p * ( dim_t )abs(k_input); else k = ( dim_t ) k_input; bli_obj_create( dt, 1, 1, 0, 0, &alpha ); bli_obj_create( dt, 1, 1, 0, 0, &beta ); #ifndef C_STOR_R if ( bli_does_trans( transa ) ) bli_obj_create( dt, k, m, 0, 0, &a ); else bli_obj_create( dt, m, k, 0, 0, &a ); if ( bli_does_trans( transb ) ) bli_obj_create( dt, m, k, 0, 0, &b ); else bli_obj_create( dt, k, m, 0, 0, &b ); bli_obj_create( dt, m, m, 0, 0, &c ); bli_obj_create( dt, m, m, 0, 0, &c_save ); #else if ( bli_does_trans( transa ) ) bli_obj_create( dt, k, m, -1, -1, &a ); else bli_obj_create( dt, m, k, -1, -1, &a ); if ( bli_does_trans( transb ) ) bli_obj_create( dt, m, k, -1, -1, &b ); else bli_obj_create( dt, k, m, -1, -1, &b ); bli_obj_create( dt, m, m, -1, -1, &c ); bli_obj_create( dt, m, m, -1, -1, &c_save ); #endif bli_randm( &a ); bli_randm( &b ); bli_randm( &c ); bli_obj_set_uplo( uploc, &c ); bli_obj_set_conjtrans( transa, &a ); bli_obj_set_conjtrans( transb, &b ); bli_setsc( (0.9/1.0), 0.2, &alpha ); bli_setsc( -(1.1/1.0), 0.3, &beta ); bli_copym( &c, &c_save ); dtime_save = DBL_MAX; for ( r = 0; r < n_repeats; ++r ) { bli_copym( &c_save, &c ); dtime = bli_clock(); #ifdef PRINT bli_printm( "a", &a, "%4.1f", "" ); bli_printm( "b", &b, "%4.1f", "" ); bli_printm( "c", &c, "%4.1f", "" ); #endif #ifdef BLIS bli_gemmt( &alpha, &a, &b, &beta, &c ); #else #ifndef CBLAS if ( bli_is_float( dt ) ) { f77_int mm = bli_obj_length( &c ); f77_int kk = bli_obj_width_after_trans( &a ); f77_int lda = bli_obj_col_stride( &a ); f77_int ldb = bli_obj_col_stride( &b ); f77_int ldc = bli_obj_col_stride( &c ); float* alphap = bli_obj_buffer( &alpha ); float* ap = bli_obj_buffer( &a ); float* bp = bli_obj_buffer( &b ); float* betap = bli_obj_buffer( &beta ); float* cp = bli_obj_buffer( &c ); sgemmt_( &f77_uploc, &f77_transa, &f77_transb, &mm, &kk, alphap, ap, &lda, bp, &ldb, betap, cp, &ldc ); } else if ( bli_is_double( dt ) ) { f77_int mm = bli_obj_length( &c ); f77_int kk = bli_obj_width_after_trans( &a ); f77_int lda = bli_obj_col_stride( &a ); f77_int ldb = bli_obj_col_stride( &b ); f77_int ldc = bli_obj_col_stride( &c ); double* alphap = bli_obj_buffer( &alpha ); double* ap = bli_obj_buffer( &a ); double* bp = bli_obj_buffer( &b ); double* betap = bli_obj_buffer( &beta ); double* cp = bli_obj_buffer( &c ); dgemmt_( &f77_uploc, &f77_transa, &f77_transb, &mm, &kk, alphap, ap, &lda, bp, &ldb, betap, cp, &ldc ); } else if ( bli_is_scomplex( dt ) ) { f77_int mm = bli_obj_length( &c ); f77_int kk = bli_obj_width_after_trans( &a ); f77_int lda = bli_obj_col_stride( &a ); f77_int ldb = bli_obj_col_stride( &b ); f77_int ldc = bli_obj_col_stride( &c ); scomplex* alphap = bli_obj_buffer( &alpha ); scomplex* ap = bli_obj_buffer( &a ); scomplex* bp = bli_obj_buffer( &b ); scomplex* betap = bli_obj_buffer( &beta ); scomplex* cp = bli_obj_buffer( &c ); cgemmt_( &f77_uploc, &f77_transa, &f77_transb, &mm, &kk, alphap, ap, &lda, bp, &ldb, betap, cp, &ldc ); } else if ( bli_is_dcomplex( dt ) ) { f77_int mm = bli_obj_length( &c ); f77_int kk = bli_obj_width_after_trans( &a ); f77_int lda = bli_obj_col_stride( &a ); f77_int ldb = bli_obj_col_stride( &b ); f77_int ldc = bli_obj_col_stride( &c ); dcomplex* alphap = bli_obj_buffer( &alpha ); dcomplex* ap = bli_obj_buffer( &a ); dcomplex* bp = bli_obj_buffer( &b ); dcomplex* betap = bli_obj_buffer( &beta ); dcomplex* cp = bli_obj_buffer( &c ); zgemmt_( &f77_uploc, &f77_transa, &f77_transb, &mm, &kk, alphap, ap, &lda, bp, &ldb, betap, cp, &ldc ); } #else // #ifdef CBLAS f77_int cbla_storage = ( bli_obj_is_row_stored( &c ) ? CblasRowMajor : CblasColMajor ); if ( bli_is_float( dt ) ) { f77_int mm = bli_obj_length( &c ); f77_int kk = bli_obj_width_after_trans( &a ); #ifdef C_STOR_R f77_int lda = bli_obj_row_stride( &a ); f77_int ldb = bli_obj_row_stride( &b ); f77_int ldc = bli_obj_row_stride( &c ); #else f77_int lda = bli_obj_col_stride( &a ); f77_int ldb = bli_obj_col_stride( &b ); f77_int ldc = bli_obj_col_stride( &c ); #endif float* alphap = bli_obj_buffer( &alpha ); float* ap = bli_obj_buffer( &a ); float* bp = bli_obj_buffer( &b ); float* betap = bli_obj_buffer( &beta ); float* cp = bli_obj_buffer( &c ); cblas_sgemmt( cbla_storage, cbla_uploc, cbla_transa, cbla_transb, mm, kk, *alphap, ap, lda, bp, ldb, *betap, cp, ldc ); } else if ( bli_is_double( dt ) ) { f77_int mm = bli_obj_length( &c ); f77_int kk = bli_obj_width_after_trans( &a ); #ifdef C_STOR_R f77_int lda = bli_obj_row_stride( &a ); f77_int ldb = bli_obj_row_stride( &b ); f77_int ldc = bli_obj_row_stride( &c ); #else f77_int lda = bli_obj_col_stride( &a ); f77_int ldb = bli_obj_col_stride( &b ); f77_int ldc = bli_obj_col_stride( &c ); #endif double* alphap = bli_obj_buffer( &alpha ); double* ap = bli_obj_buffer( &a ); double* bp = bli_obj_buffer( &b ); double* betap = bli_obj_buffer( &beta ); double* cp = bli_obj_buffer( &c ); cblas_dgemmt( cbla_storage, cbla_uploc, cbla_transa, cbla_transb, mm, kk, *alphap, ap, lda, bp, ldb, *betap, cp, ldc ); } else if ( bli_is_scomplex( dt ) ) { f77_int mm = bli_obj_length( &c ); f77_int kk = bli_obj_width_after_trans( &a ); #ifdef C_STOR_R f77_int lda = bli_obj_row_stride( &a ); f77_int ldb = bli_obj_row_stride( &b ); f77_int ldc = bli_obj_row_stride( &c ); #else f77_int lda = bli_obj_col_stride( &a ); f77_int ldb = bli_obj_col_stride( &b ); f77_int ldc = bli_obj_col_stride( &c ); #endif scomplex* alphap = bli_obj_buffer( &alpha ); scomplex* ap = bli_obj_buffer( &a ); scomplex* bp = bli_obj_buffer( &b ); scomplex* betap = bli_obj_buffer( &beta ); scomplex* cp = bli_obj_buffer( &c ); cblas_cgemmt( cbla_storage, cbla_uploc, cbla_transa, cbla_transb, mm, kk, alphap, ap, lda, bp, ldb, betap, cp, ldc ); } else if ( bli_is_dcomplex( dt ) ) { f77_int mm = bli_obj_length( &c ); f77_int kk = bli_obj_width_after_trans( &a ); #ifdef C_STOR_R f77_int lda = bli_obj_row_stride( &a ); f77_int ldb = bli_obj_row_stride( &b ); f77_int ldc = bli_obj_row_stride( &c ); #else f77_int lda = bli_obj_col_stride( &a ); f77_int ldb = bli_obj_col_stride( &b ); f77_int ldc = bli_obj_col_stride( &c ); #endif dcomplex* alphap = bli_obj_buffer( &alpha ); dcomplex* ap = bli_obj_buffer( &a ); dcomplex* bp = bli_obj_buffer( &b ); dcomplex* betap = bli_obj_buffer( &beta ); dcomplex* cp = bli_obj_buffer( &c ); cblas_zgemmt( cbla_storage, cbla_uploc, cbla_transa, cbla_transb, mm, kk, alphap, ap, lda, bp, ldb, betap, cp, ldc ); } #endif #endif #ifdef PRINT bli_printm( "c after", &c, "%4.1f", "" ); exit(1); #endif dtime_save = bli_clock_min_diff( dtime_save, dtime ); } gflops = ( 1.0 * m * k * m ) / ( dtime_save * 1.0e9 ); if ( bli_is_complex( dt ) ) gflops *= 4.0; #ifdef BLIS printf( "data_gemmt_blis" ); #else printf( "data_gemmt_%s", BLAS ); #endif printf( "( %2lu, 1:3 ) = [ %4lu %4lu %7.2f ];\n", ( unsigned long )(p - p_begin)/p_inc + 1, ( unsigned long )m, ( unsigned long )k, gflops ); bli_obj_free( &alpha ); bli_obj_free( &beta ); bli_obj_free( &a ); bli_obj_free( &b ); bli_obj_free( &c ); bli_obj_free( &c_save ); } //bli_finalize(); return 0; }