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| //#include "mini_blas.h"
|
| void cpu_gemm_nn(int TA, int TB, int M, int N, int K, float ALPHA,
| float *A, int lda,
| float *B, int ldb,
| float BETA,
| float *C, int ldc)
| {
| int i,j,k;
| for(i = 0; i < M; ++i){
| for(k = 0; k < K; ++k){
| register float A_PART = ALPHA*A[i*lda+k];
| for(j = 0; j < N; ++j){
| C[i*ldc+j] += A_PART*B[k*ldb+j];
| }
| }
| }
| }
|
| void cpu_gemm_nt(int TA, int TB, int M, int N, int K, float ALPHA,
| float *A, int lda,
| float *B, int ldb,
| float BETA,
| float *C, int ldc)
| {
| int i,j,k;
| for(i = 0; i < M; ++i){
| for(j = 0; j < N; ++j){
| register float sum = 0;
| for(k = 0; k < K; ++k){
| sum += ALPHA*A[i*lda+k]*B[k+j*ldb];
| }
| C[i*ldc+j] += sum;
| }
| }
| }
|
| void cpu_gemm_tn(int TA, int TB, int M, int N, int K, float ALPHA,
| float *A, int lda,
| float *B, int ldb,
| float BETA,
| float *C, int ldc)
| {
| int i,j,k;
| for(i = 0; i < M; ++i){
| for(k = 0; k < K; ++k){
| register float A_PART = ALPHA*A[k*lda+i];
| for(j = 0; j < N; ++j){
| C[i*ldc+j] += A_PART*B[k*ldb+j];
| }
| }
| }
| }
| void cpu_gemm_tt(int TA, int TB, int M, int N, int K, float ALPHA,
| float *A, int lda,
| float *B, int ldb,
| float BETA,
| float *C, int ldc)
| {
| int i,j,k;
| for(i = 0; i < M; ++i){
| for(j = 0; j < N; ++j){
| for(k = 0; k < K; ++k){
| C[i*ldc+j] += ALPHA*A[i+k*lda]*B[k+j*ldb];
| }
| }
| }
| }
|
|
| void cpu_gemm(int TA, int TB, int M, int N, int K, float ALPHA,
| float *A, int lda,
| float *B, int ldb,
| float BETA,
| float *C, int ldc)
| {
| int i, j;
| for(i = 0; i < M; ++i){
| for(j = 0; j < N; ++j){
| C[i*ldc + j] *= BETA;
| }
| }
| if(!TA && !TB)
| cpu_gemm_nn( TA, TB, M, N, K, ALPHA,A,lda, B, ldb,BETA,C,ldc);
| else if(TA && !TB)
| cpu_gemm_tn( TA, TB, M, N, K, ALPHA,A,lda, B, ldb,BETA,C,ldc);
| else if(!TA && TB)
| cpu_gemm_nt( TA, TB, M, N, K, ALPHA,A,lda, B, ldb,BETA,C,ldc);
| else
| cpu_gemm_tt( TA, TB, M, N, K, ALPHA,A,lda, B, ldb,BETA,C,ldc);
| }
|
|
