OpenBLAS/interface/gemm_batch.c

/*****************************************************************************
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   2. Redistributions in binary form must reproduce the above copyright
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      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
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**********************************************************************************/

#include <stdio.h>
#include <stdlib.h>
#include "common.h"

void openblas_warning(int verbose, const char * msg);

#ifndef COMPLEX
#ifdef XDOUBLE
#define ERROR_NAME "QGEMM_BATCH "
#elif defined(DOUBLE)
#define ERROR_NAME "DGEMM_BATCH "
#define GEMM_BATCH_THREAD dgemm_batch_thread
#else
#define ERROR_NAME "SGEMM_BATCH "
#define GEMM_BATCH_THREAD sgemm_batch_thread
#endif
#else
#ifdef XDOUBLE
#define ERROR_NAME "XGEMM_BATCH "
#elif defined(DOUBLE)
#define ERROR_NAME "ZGEMM_BATCH "
#define GEMM_BATCH_THREAD zgemm_batch_thread
#else
#define ERROR_NAME "CGEMM_BATCH "
#define GEMM_BATCH_THREAD cgemm_batch_thread
#endif
#endif
static int (*gemm[])(blas_arg_t *, BLASLONG *, BLASLONG *, IFLOAT *, IFLOAT *, BLASLONG) = {
  GEMM_NN, GEMM_TN, GEMM_RN, GEMM_CN,
  GEMM_NT, GEMM_TT, GEMM_RT, GEMM_CT,
  GEMM_NR, GEMM_TR, GEMM_RR, GEMM_CR,
  GEMM_NC, GEMM_TC, GEMM_RC, GEMM_CC,
};

#ifdef SMALL_MATRIX_OPT

#ifndef COMPLEX
static int (*gemm_small_kernel[])(BLASLONG, BLASLONG, BLASLONG, FLOAT *, BLASLONG, FLOAT ,FLOAT *, BLASLONG, FLOAT, FLOAT *, BLASLONG) = {
#ifndef GEMM3M
	GEMM_SMALL_KERNEL_NN, GEMM_SMALL_KERNEL_TN, NULL, NULL,
	GEMM_SMALL_KERNEL_NT, GEMM_SMALL_KERNEL_TT, NULL, NULL,
#endif
};

static int (*gemm_small_kernel_b0[])(BLASLONG, BLASLONG, BLASLONG, FLOAT *, BLASLONG, FLOAT, FLOAT *, BLASLONG, FLOAT *, BLASLONG) = {
#ifndef GEMM3M
	GEMM_SMALL_KERNEL_B0_NN, GEMM_SMALL_KERNEL_B0_TN, NULL, NULL,
	GEMM_SMALL_KERNEL_B0_NT, GEMM_SMALL_KERNEL_B0_TT, NULL, NULL,
#endif
};

#else

static int (*zgemm_small_kernel[])(BLASLONG, BLASLONG, BLASLONG, FLOAT *, BLASLONG, FLOAT , FLOAT, FLOAT *, BLASLONG, FLOAT , FLOAT, FLOAT *, BLASLONG) = {
#ifndef GEMM3M
	GEMM_SMALL_KERNEL_NN, GEMM_SMALL_KERNEL_TN, GEMM_SMALL_KERNEL_RN, GEMM_SMALL_KERNEL_CN,
	GEMM_SMALL_KERNEL_NT, GEMM_SMALL_KERNEL_TT, GEMM_SMALL_KERNEL_RT, GEMM_SMALL_KERNEL_CT,
	GEMM_SMALL_KERNEL_NR, GEMM_SMALL_KERNEL_TR, GEMM_SMALL_KERNEL_RR, GEMM_SMALL_KERNEL_CR,
	GEMM_SMALL_KERNEL_NC, GEMM_SMALL_KERNEL_TC, GEMM_SMALL_KERNEL_RC, GEMM_SMALL_KERNEL_CC,
#endif
};

static int (*zgemm_small_kernel_b0[])(BLASLONG, BLASLONG, BLASLONG, FLOAT *, BLASLONG, FLOAT , FLOAT, FLOAT *, BLASLONG, FLOAT *, BLASLONG) = {
#ifndef GEMM3M
	GEMM_SMALL_KERNEL_B0_NN, GEMM_SMALL_KERNEL_B0_TN, GEMM_SMALL_KERNEL_B0_RN, GEMM_SMALL_KERNEL_B0_CN,
	GEMM_SMALL_KERNEL_B0_NT, GEMM_SMALL_KERNEL_B0_TT, GEMM_SMALL_KERNEL_B0_RT, GEMM_SMALL_KERNEL_B0_CT,
	GEMM_SMALL_KERNEL_B0_NR, GEMM_SMALL_KERNEL_B0_TR, GEMM_SMALL_KERNEL_B0_RR, GEMM_SMALL_KERNEL_B0_CR,
	GEMM_SMALL_KERNEL_B0_NC, GEMM_SMALL_KERNEL_B0_TC, GEMM_SMALL_KERNEL_B0_RC, GEMM_SMALL_KERNEL_B0_CC,
#endif
};
#endif
#endif

void CNAME(enum CBLAS_ORDER order, enum CBLAS_TRANSPOSE *  transa_array, enum CBLAS_TRANSPOSE * transb_array,
	   blasint * m_array, blasint * n_array, blasint * k_array,
#ifndef COMPLEX
	   FLOAT * alpha_array,
	   FLOAT ** a_array, blasint * lda_array,
	   FLOAT ** b_array, blasint * ldb_array,
	   FLOAT * beta_array,
	   FLOAT ** c_array, blasint * ldc_array, blasint group_count, blasint * group_size) {
#else
	   void * valpha_array,
	   void ** va_array, blasint * lda_array,
	   void ** vb_array, blasint * ldb_array,
	   void * vbeta_array,
	   void ** vc_array, blasint * ldc_array, blasint group_count, blasint * group_size) {

  FLOAT * alpha_array=(FLOAT *)valpha_array;
  FLOAT * beta_array=(FLOAT *)vbeta_array;
  FLOAT ** a_array=(FLOAT**)va_array;
  FLOAT ** b_array=(FLOAT**)vb_array;
  FLOAT ** c_array=(FLOAT**)vc_array;
    
#endif
  blas_arg_t * args_array=NULL;

  int mode=0, group_mode=0;
  blasint total_num=0;

  blasint i=0, j=0, matrix_idx=0, count=0;

  int group_transa, group_transb;
  BLASLONG group_nrowa, group_nrowb;
  blasint info;

  void * group_alpha, * group_beta;
  BLASLONG group_m, group_n, group_k;
  BLASLONG group_lda, group_ldb, group_ldc;
  void * group_routine=NULL;
#ifdef SMALL_MATRIX_OPT
  void * group_small_matrix_opt_routine=NULL;
#endif
  
#if defined (SMP) || defined(SMALL_MATRIX_OPT)
  double MNK;
#endif

  PRINT_DEBUG_CNAME;
    
  for(i=0; i<group_count; i++){
    total_num+=group_size[i];
  }

  args_array=(blas_arg_t *)malloc(total_num * sizeof(blas_arg_t));
  
  if(args_array == NULL){
    openblas_warning(0, "memory alloc failed!\n");
    exit(1);
  }

#ifdef SMP
#ifndef COMPLEX
#ifdef XDOUBLE
  mode  =  BLAS_XDOUBLE | BLAS_REAL;
#elif defined(DOUBLE)
  mode  =  BLAS_DOUBLE  | BLAS_REAL;
#else
  mode  =  BLAS_SINGLE  | BLAS_REAL;
#endif
#else
#ifdef XDOUBLE
  mode  =  BLAS_XDOUBLE | BLAS_COMPLEX;
#elif defined(DOUBLE)
  mode  =  BLAS_DOUBLE  | BLAS_COMPLEX;
#else
  mode  =  BLAS_SINGLE  | BLAS_COMPLEX;
#endif
#endif
#endif
  
  for(i=0; i<group_count; matrix_idx+=group_size[i], i++){
    group_alpha = (void *)&alpha_array[i * COMPSIZE];
    group_beta = (void *)&beta_array[i * COMPSIZE];

    group_transa = -1;
    group_transb = -1;
    info   = 0;

    if (order == CblasColMajor) {
      group_m = m_array[i];
      group_n = n_array[i];
      group_k = k_array[i];

      group_lda = lda_array[i];
      group_ldb = ldb_array[i];
      group_ldc = ldc_array[i];
      
      if (transa_array[i] == CblasNoTrans)     group_transa = 0;
      if (transa_array[i] == CblasTrans)       group_transa = 1;
#ifndef COMPLEX
      if (transa_array[i] == CblasConjNoTrans) group_transa = 0;
      if (transa_array[i] == CblasConjTrans)   group_transa = 1;
#else
      if (transa_array[i] == CblasConjNoTrans) group_transa = 2;
      if (transa_array[i] == CblasConjTrans)   group_transa = 3;
#endif
      if (transb_array[i] == CblasNoTrans)     group_transb = 0;
      if (transb_array[i] == CblasTrans)       group_transb = 1;
#ifndef COMPLEX
      if (transb_array[i] == CblasConjNoTrans) group_transb = 0;
      if (transb_array[i] == CblasConjTrans)   group_transb = 1;
#else
      if (transb_array[i] == CblasConjNoTrans) group_transb = 2;
      if (transb_array[i] == CblasConjTrans)   group_transb = 3;
#endif
      group_nrowa = group_m;
      if (group_transa & 1) group_nrowa = group_k;
      group_nrowb = group_k;
      if (group_transb & 1) group_nrowb = group_n;

      info=-1;
	
      if (group_ldc < group_m) info = 13;
      if (group_ldb < group_nrowb)  info = 10;
      if (group_lda < group_nrowa)  info =  8;
      if (group_k < 0)        info =  5;
      if (group_n < 0)        info =  4;
      if (group_m < 0)        info =  3;
      if (group_transb < 0)        info =  2;
      if (group_transa < 0)        info =  1;

    }else if (order == CblasRowMajor) {
      group_m = n_array[i];
      group_n = m_array[i];
      group_k = k_array[i];

      group_lda = ldb_array[i];
      group_ldb = lda_array[i];
      group_ldc = ldc_array[i];
      
      if (transb_array[i] == CblasNoTrans)     group_transa = 0;
      if (transb_array[i] == CblasTrans)       group_transa = 1;
#ifndef COMPLEX
      if (transb_array[i] == CblasConjNoTrans) group_transa = 0;
      if (transb_array[i] == CblasConjTrans)   group_transa = 1;
#else
      if (transb_array[i] == CblasConjNoTrans) group_transa = 2;
      if (transb_array[i] == CblasConjTrans)   group_transa = 3;
#endif
      if (transa_array[i] == CblasNoTrans)     group_transb = 0;
      if (transa_array[i] == CblasTrans)       group_transb = 1;
#ifndef COMPLEX
      if (transa_array[i] == CblasConjNoTrans) group_transb = 0;
      if (transa_array[i] == CblasConjTrans)   group_transb = 1;
#else
      if (transa_array[i] == CblasConjNoTrans) group_transb = 2;
      if (transa_array[i] == CblasConjTrans)   group_transb = 3;
#endif
      group_nrowa = group_m;
      if (group_transa & 1) group_nrowa = group_k;
      group_nrowb = group_k;
      if (group_transb & 1) group_nrowb = group_n;

      info=-1;
	
      if (group_ldc < group_m) info = 13;
      if (group_ldb < group_nrowb)  info = 10;
      if (group_lda < group_nrowa)  info =  8;
      if (group_k < 0)        info =  5;
      if (group_n < 0)        info =  4;
      if (group_m < 0)        info =  3;
      if (group_transb < 0)        info =  2;
      if (group_transa < 0)        info =  1;      
    }

    if (info >= 0) {
      BLASFUNC(xerbla)(ERROR_NAME, &info, sizeof(ERROR_NAME));
      free(args_array);
      return;
    }

    if (group_m == 0 || group_n == 0) continue;

    group_mode=mode;

#if defined(SMP) || defined(SMALL_MATRIX_OPT)
    MNK = (double) group_m * (double) group_n * (double) group_k;
#endif

#ifdef SMALL_MATRIX_OPT
    if(MNK <= 100.0*100.0*100.0){
      group_routine=NULL;
#if !defined(COMPLEX)
      if(*(FLOAT *)(group_beta) == 0.0){
	group_mode=mode | BLAS_SMALL_B0_OPT;
	group_small_matrix_opt_routine=(void *)(gemm_small_kernel_b0[(group_transb<<2)|group_transa]);
      }else{
	group_mode=mode | BLAS_SMALL_OPT;
	group_small_matrix_opt_routine=(void *)(gemm_small_kernel[(group_transb<<2)|group_transa]);
      }
#else
      if(((FLOAT *)(group_beta))[0] == 0.0 && ((FLOAT *)(group_beta))[1] == 0.0){
	group_mode=mode | BLAS_SMALL_B0_OPT;
	group_small_matrix_opt_routine=(void *)(zgemm_small_kernel_b0[(group_transb<<2)|group_transa]);
      }else{
	group_mode=mode | BLAS_SMALL_OPT;
	group_small_matrix_opt_routine=(void *)(zgemm_small_kernel[(group_transb<<2)|group_transa]);
      }

#endif
      
    }else{
#endif
      group_routine=(void*)(gemm[(group_transb<<2)|group_transa]);
#ifdef SMALL_MATRIX_OPT
    }
#endif    

    
    for(j=0; j<group_size[i]; j++){
      args_array[count].m=group_m;
      args_array[count].n=group_n;
      args_array[count].k=group_k;
      args_array[count].lda=group_lda;
      args_array[count].ldb=group_ldb;
      args_array[count].ldc=group_ldc;
      args_array[count].alpha=group_alpha;
      args_array[count].beta=group_beta;

      if (order == CblasColMajor) {      
	args_array[count].a=(a_array[matrix_idx+j]);
	args_array[count].b=(b_array[matrix_idx+j]);
      }else if(order == CblasRowMajor){
	args_array[count].a=(b_array[matrix_idx+j]);
	args_array[count].b=(a_array[matrix_idx+j]);
      }
      
      args_array[count].c=(c_array[matrix_idx+j]);
      
      args_array[count].routine_mode=group_mode;
      args_array[count].routine=group_routine;
#ifdef SMALL_MATRIX_OPT
      args_array[count].routine=group_small_matrix_opt_routine;
#endif      
      count++;
    }
  }

  if(count>0){
    GEMM_BATCH_THREAD(args_array,count);
  }

  free(args_array);
}