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Init cblas_?gemm_batch implementation.
1 parent 4130d17 commit 88e6806

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8 files changed

+567
-8
lines changed

8 files changed

+567
-8
lines changed

cblas.h

Lines changed: 11 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -382,6 +382,17 @@ void cblas_cgeadd(OPENBLAS_CONST enum CBLAS_ORDER CORDER,OPENBLAS_CONST blasint
382382
void cblas_zgeadd(OPENBLAS_CONST enum CBLAS_ORDER CORDER,OPENBLAS_CONST blasint crows, OPENBLAS_CONST blasint ccols, OPENBLAS_CONST double *calpha, double *a, OPENBLAS_CONST blasint clda, OPENBLAS_CONST double *cbeta,
383383
double *c, OPENBLAS_CONST blasint cldc);
384384

385+
void cblas_sgemm_batch(OPENBLAS_CONST enum CBLAS_ORDER Order, OPENBLAS_CONST enum CBLAS_TRANSPOSE * TransA_array, OPENBLAS_CONST enum CBLAS_TRANSPOSE * TransB_array, OPENBLAS_CONST blasint * M_array, OPENBLAS_CONST blasint * N_array, OPENBLAS_CONST blasint * K_array,
386+
OPENBLAS_CONST float * alpha_array, OPENBLAS_CONST float ** A_array, OPENBLAS_CONST blasint * lda_array, OPENBLAS_CONST float ** B_array, OPENBLAS_CONST blasint * ldb_array, OPENBLAS_CONST float * beta_array, float ** C_array, OPENBLAS_CONST blasint * ldc_array, OPENBLAS_CONST blasint group_count, OPENBLAS_CONST blasint * group_size);
387+
388+
void cblas_dgemm_batch(OPENBLAS_CONST enum CBLAS_ORDER Order, OPENBLAS_CONST enum CBLAS_TRANSPOSE * TransA_array, OPENBLAS_CONST enum CBLAS_TRANSPOSE * TransB_array, OPENBLAS_CONST blasint * M_array, OPENBLAS_CONST blasint * N_array, OPENBLAS_CONST blasint * K_array,
389+
OPENBLAS_CONST double * alpha_array, OPENBLAS_CONST double ** A_array, OPENBLAS_CONST blasint * lda_array, OPENBLAS_CONST double ** B_array, OPENBLAS_CONST blasint * ldb_array, OPENBLAS_CONST double * beta_array, double ** C_array, OPENBLAS_CONST blasint * ldc_array, OPENBLAS_CONST blasint group_count, OPENBLAS_CONST blasint * group_size);
390+
391+
void cblas_cgemm_batch(OPENBLAS_CONST enum CBLAS_ORDER Order, OPENBLAS_CONST enum CBLAS_TRANSPOSE * TransA_array, OPENBLAS_CONST enum CBLAS_TRANSPOSE * TransB_array, OPENBLAS_CONST blasint * M_array, OPENBLAS_CONST blasint * N_array, OPENBLAS_CONST blasint * K_array,
392+
OPENBLAS_CONST void * alpha_array, OPENBLAS_CONST void ** A_array, OPENBLAS_CONST blasint * lda_array, OPENBLAS_CONST void ** B_array, OPENBLAS_CONST blasint * ldb_array, OPENBLAS_CONST void * beta_array, void ** C_array, OPENBLAS_CONST blasint * ldc_array, OPENBLAS_CONST blasint group_count, OPENBLAS_CONST blasint * group_size);
393+
394+
void cblas_zgemm_batch(OPENBLAS_CONST enum CBLAS_ORDER Order, OPENBLAS_CONST enum CBLAS_TRANSPOSE * TransA_array, OPENBLAS_CONST enum CBLAS_TRANSPOSE * TransB_array, OPENBLAS_CONST blasint * M_array, OPENBLAS_CONST blasint * N_array, OPENBLAS_CONST blasint * K_array,
395+
OPENBLAS_CONST void * alpha_array, OPENBLAS_CONST void ** A_array, OPENBLAS_CONST blasint * lda_array, OPENBLAS_CONST void ** B_array, OPENBLAS_CONST blasint * ldb_array, OPENBLAS_CONST void * beta_array, void ** C_array, OPENBLAS_CONST blasint * ldc_array, OPENBLAS_CONST blasint group_count, OPENBLAS_CONST blasint * group_size);
385396

386397
#ifdef __cplusplus
387398
}

common_level3.h

Lines changed: 4 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -1919,6 +1919,10 @@ int dgeadd_k(BLASLONG, BLASLONG, double, double*, BLASLONG, double, double *, BL
19191919
int cgeadd_k(BLASLONG, BLASLONG, float, float, float*, BLASLONG, float, float, float *, BLASLONG);
19201920
int zgeadd_k(BLASLONG, BLASLONG, double,double, double*, BLASLONG, double, double, double *, BLASLONG);
19211921

1922+
int sgemm_batch_thread(blas_arg_t * queue, BLASLONG nums);
1923+
int dgemm_batch_thread(blas_arg_t * queue, BLASLONG nums);
1924+
int cgemm_batch_thread(blas_arg_t * queue, BLASLONG nums);
1925+
int zgemm_batch_thread(blas_arg_t * queue, BLASLONG nums);
19221926

19231927
#ifdef __CUDACC__
19241928
}

common_macro.h

Lines changed: 10 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -2636,7 +2636,17 @@ typedef struct {
26362636
BLASLONG prea, preb, prec, pred;
26372637
#endif
26382638

2639+
//for gemm_batch
2640+
void * routine;
2641+
int routine_mode;
2642+
26392643
} blas_arg_t;
2644+
2645+
#ifdef SMALL_MATRIX_OPT
2646+
#define BLAS_SMALL_OPT 0x10000U
2647+
#define BLAS_SMALL_B0_OPT 0x30000U
2648+
#endif
2649+
26402650
#endif
26412651

26422652
#ifdef XDOUBLE

driver/level3/Makefile

Lines changed: 16 additions & 4 deletions
Original file line numberDiff line numberDiff line change
@@ -37,7 +37,7 @@ SBLASOBJS += \
3737
ssyrk_UN.$(SUFFIX) ssyrk_UT.$(SUFFIX) ssyrk_LN.$(SUFFIX) ssyrk_LT.$(SUFFIX) \
3838
ssyr2k_UN.$(SUFFIX) ssyr2k_UT.$(SUFFIX) ssyr2k_LN.$(SUFFIX) ssyr2k_LT.$(SUFFIX) \
3939
ssyrk_kernel_U.$(SUFFIX) ssyrk_kernel_L.$(SUFFIX) \
40-
ssyr2k_kernel_U.$(SUFFIX) ssyr2k_kernel_L.$(SUFFIX)
40+
ssyr2k_kernel_U.$(SUFFIX) ssyr2k_kernel_L.$(SUFFIX) sgemm_batch_thread.$(SUFFIX)
4141

4242
DBLASOBJS += \
4343
dgemm_nn.$(SUFFIX) dgemm_nt.$(SUFFIX) dgemm_tn.$(SUFFIX) dgemm_tt.$(SUFFIX) \
@@ -53,7 +53,7 @@ DBLASOBJS += \
5353
dsyrk_UN.$(SUFFIX) dsyrk_UT.$(SUFFIX) dsyrk_LN.$(SUFFIX) dsyrk_LT.$(SUFFIX) \
5454
dsyr2k_UN.$(SUFFIX) dsyr2k_UT.$(SUFFIX) dsyr2k_LN.$(SUFFIX) dsyr2k_LT.$(SUFFIX) \
5555
dsyrk_kernel_U.$(SUFFIX) dsyrk_kernel_L.$(SUFFIX) \
56-
dsyr2k_kernel_U.$(SUFFIX) dsyr2k_kernel_L.$(SUFFIX)
56+
dsyr2k_kernel_U.$(SUFFIX) dsyr2k_kernel_L.$(SUFFIX) dgemm_batch_thread.$(SUFFIX)
5757

5858
QBLASOBJS += \
5959
qgemm_nn.$(SUFFIX) qgemm_nt.$(SUFFIX) qgemm_tn.$(SUFFIX) qgemm_tt.$(SUFFIX) \
@@ -103,7 +103,7 @@ CBLASOBJS += \
103103
cherk_kernel_LN.$(SUFFIX) cherk_kernel_LC.$(SUFFIX) \
104104
csyr2k_kernel_U.$(SUFFIX) csyr2k_kernel_L.$(SUFFIX) \
105105
cher2k_kernel_UN.$(SUFFIX) cher2k_kernel_UC.$(SUFFIX) \
106-
cher2k_kernel_LN.$(SUFFIX) cher2k_kernel_LC.$(SUFFIX)
106+
cher2k_kernel_LN.$(SUFFIX) cher2k_kernel_LC.$(SUFFIX) cgemm_batch_thread.$(SUFFIX)
107107

108108
ZBLASOBJS += \
109109
zgemm_nn.$(SUFFIX) zgemm_cn.$(SUFFIX) zgemm_tn.$(SUFFIX) zgemm_nc.$(SUFFIX) \
@@ -137,7 +137,7 @@ ZBLASOBJS += \
137137
zherk_kernel_LN.$(SUFFIX) zherk_kernel_LC.$(SUFFIX) \
138138
zsyr2k_kernel_U.$(SUFFIX) zsyr2k_kernel_L.$(SUFFIX) \
139139
zher2k_kernel_UN.$(SUFFIX) zher2k_kernel_UC.$(SUFFIX) \
140-
zher2k_kernel_LN.$(SUFFIX) zher2k_kernel_LC.$(SUFFIX)
140+
zher2k_kernel_LN.$(SUFFIX) zher2k_kernel_LC.$(SUFFIX) zgemm_batch_thread.$(SUFFIX)
141141

142142

143143
XBLASOBJS += \
@@ -2888,6 +2888,18 @@ gemm_thread_variable.$(PSUFFIX) : gemm_thread_variable.c ../../common.h
28882888
beta_thread.$(PSUFFIX) : beta_thread.c ../../common.h
28892889
$(CC) -c $(PFLAGS) $< -o $(@F)
28902890

2891+
sgemm_batch_thread.$(SUFFIX) : gemm_batch_thread.c ../../common.h
2892+
$(CC) -c $(CFLAGS) $< -o $(@F)
2893+
2894+
dgemm_batch_thread.$(SUFFIX) : gemm_batch_thread.c ../../common.h
2895+
$(CC) -c $(CFLAGS) $< -o $(@F)
2896+
2897+
cgemm_batch_thread.$(SUFFIX) : gemm_batch_thread.c ../../common.h
2898+
$(CC) -c $(CFLAGS) $< -o $(@F)
2899+
2900+
zgemm_batch_thread.$(SUFFIX) : gemm_batch_thread.c ../../common.h
2901+
$(CC) -c $(CFLAGS) $< -o $(@F)
2902+
28912903

28922904
shgemm_thread_nn.$(PSUFFIX) : gemm.c level3_thread.c ../../param.h
28932905
$(CC) $(PFLAGS) $(BLOCKS) -c -DTHREADED_LEVEL3 -DHALF -UDOUBLE -UCOMPLEX -DNN $< -o $(@F)

driver/level3/gemm_batch_thread.c

Lines changed: 151 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -0,0 +1,151 @@
1+
/*****************************************************************************
2+
Copyright (c) 2020, The OpenBLAS Project
3+
All rights reserved.
4+
5+
Redistribution and use in source and binary forms, with or without
6+
modification, are permitted provided that the following conditions are
7+
met:
8+
9+
1. Redistributions of source code must retain the above copyright
10+
notice, this list of conditions and the following disclaimer.
11+
12+
2. Redistributions in binary form must reproduce the above copyright
13+
notice, this list of conditions and the following disclaimer in
14+
the documentation and/or other materials provided with the
15+
distribution.
16+
3. Neither the name of the OpenBLAS project nor the names of
17+
its contributors may be used to endorse or promote products
18+
derived from this software without specific prior written
19+
permission.
20+
21+
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
22+
AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
23+
IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
24+
ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
25+
LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
26+
DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
27+
SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
28+
CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
29+
OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
30+
USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
31+
32+
**********************************************************************************/
33+
34+
#include "common.h"
35+
36+
void openblas_warning(int verbose, const char * msg);
37+
38+
#ifdef SMALL_MATRIX_OPT
39+
static int inner_small_matrix_thread(blas_arg_t *args, BLASLONG *range_m, BLASLONG *range_n, IFLOAT *sa, IFLOAT *sb, BLASLONG mypos){
40+
int routine_mode;
41+
#ifndef COMPLEX
42+
int (*gemm_small_kernel)(BLASLONG, BLASLONG, BLASLONG, FLOAT *, BLASLONG, FLOAT ,FLOAT *, BLASLONG, FLOAT, FLOAT *, BLASLONG);
43+
int (*gemm_small_kernel_b0)(BLASLONG, BLASLONG, BLASLONG, FLOAT *, BLASLONG, FLOAT, FLOAT *, BLASLONG, FLOAT *, BLASLONG);
44+
#else
45+
int (*zgemm_small_kernel)(BLASLONG, BLASLONG, BLASLONG, FLOAT *, BLASLONG, FLOAT , FLOAT, FLOAT *, BLASLONG, FLOAT , FLOAT, FLOAT *, BLASLONG);
46+
int (*zgemm_small_kernel_b0)(BLASLONG, BLASLONG, BLASLONG, FLOAT *, BLASLONG, FLOAT , FLOAT, FLOAT *, BLASLONG, FLOAT *, BLASLONG);
47+
FLOAT alpha[2], beta[2];
48+
#endif
49+
routine_mode=args.routine_mode;
50+
if(routine_mode & BLAS_SMALL_B0_OPT){
51+
#ifndef COMPLEX
52+
gemm_small_kernel_b0=args.routine;
53+
gemm_small_kernel_b0(args.m, args.n, args.k, args.a, args.lda, *(FLOAT *)(args.alpha), args.b, args.ldb, args.c, args.ldc);
54+
#else
55+
zgemm_small_kernel_b0=args.routine;
56+
alpha[0]=(FLOAT *)(args.alpha)[0];
57+
alpha[1]=(FLOAT *)(args.alpha)[1];
58+
zgemm_small_kernel_b0(args.m, args.n, args.k, args.a, args.lda, alpha[0], alpha[1], args.b, args.ldb, args.c, args.ldc);
59+
#endif
60+
}else if(routine_mode & BLAS_SMALL_OPT){
61+
#ifndef COMPLEX
62+
gemm_small_kernel=args.routine;
63+
gemm_small_kernel(args.m, args.n, args.k, args.a, args.lda, *(FLOAT *)(args.alpha), args.b, args.ldb, *(FLOAT *)(args.beta), args.c, args.ldc);
64+
#else
65+
zgemm_small_kernel=args.routine;
66+
alpha[0]=(FLOAT *)(args.alpha)[0];
67+
alpha[1]=(FLOAT *)(args.alpha)[1];
68+
beta[0]=(FLOAT *)(args.beta)[0];
69+
beta[1]=(FLOAT *)(args.beta)[1];
70+
zgemm_small_kernel(args.m, args.n, args.k, args.a, args.lda, alpha[0], alpha[1], args.b, args.ldb, beta[0], beta[1], args.c, args.ldc);
71+
#endif
72+
}
73+
}
74+
#endif
75+
76+
int CNAME(blas_arg_t * args_array, BLASLONG nums){
77+
XFLOAT *buffer;
78+
XFLOAT *sa, *sb;
79+
int nthreads=1;
80+
int (*routine)(blas_arg_t *, void *, void *, double *, double *, BLASLONG);
81+
int i=0, j, current_nums;
82+
83+
#ifdef SMP
84+
blas_queue_t * queue=NULL;
85+
#endif
86+
87+
if(nums <=0 ) return 0;
88+
89+
buffer = (XFLOAT *)blas_memory_alloc(0);
90+
sa = (XFLOAT *)((BLASLONG)buffer +GEMM_OFFSET_A);
91+
sb = (XFLOAT *)(((BLASLONG)sa + ((GEMM_P * GEMM_Q * COMPSIZE * SIZE + GEMM_ALIGN) & ~GEMM_ALIGN)) + GEMM_OFFSET_B);
92+
93+
#ifdef SMP
94+
nthreads=num_cpu_avail(3);
95+
96+
if(nthreads==1){
97+
#endif
98+
//single thread
99+
for(i=0; i<nums; i++){
100+
routine=args_array[i].routine;
101+
#ifdef SMALL_MATRIX_OPT
102+
if(args_array[i].routine_mode & BLAS_SMALL_OPT){
103+
inner_small_matrix_thread(&args_array[i], NULL, NULL, NULL, NULL, 0);
104+
}else{
105+
#endif
106+
routine(&args_array[i], NULL, NULL, sa, sb, 0);
107+
#ifdef SMALL_MATRIX_OPT
108+
}
109+
#endif
110+
}
111+
#ifdef SMP
112+
} else {
113+
//multi thread
114+
queue=(blas_queue_t *)malloc((nums+1) * sizeof(blas_queue_t));
115+
if(queue == NULL){
116+
openblas_warning(0, "memory alloc failed!\n");
117+
exit(1);
118+
}
119+
for(i=0; i<nums; i++){
120+
queue[i].args=&args_array[i];
121+
queue[i].range_m=NULL;
122+
queue[i].range_n=NULL;
123+
queue[i].sa=NULL;
124+
queue[i].sb=NULL;
125+
queue[i].next=&queue[i+1];
126+
127+
queue[i].mode=args_array[i].routine_mode;
128+
queue[i].routine=args_array[i].routine;
129+
130+
#ifdef SMALL_MATRIX_OPT
131+
if(args_array[i].routine_mode & BLAS_SMALL_OPT){
132+
queue[i].routine=inner_small_matrix_thread;
133+
}
134+
#endif
135+
}
136+
137+
for(i=0; i<nums; i+=nthreads){
138+
current_nums=((nums-i)>nthreads)? nthreads: (nums-i);
139+
140+
queue[i].sa=sa;
141+
queue[i].sb=sb;
142+
queue[i+current_nums-1].next=NULL;
143+
144+
exec_blas(current_nums, &queue[i]);
145+
}
146+
free(queue);
147+
}
148+
#endif
149+
blas_memory_free(buffer);
150+
return 0;
151+
}

exports/gensymbol

Lines changed: 1 addition & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -81,6 +81,7 @@
8181
cblas_ismin, cblas_idmin, cblas_icmin, cblas_izmin,
8282
cblas_ismax, cblas_idmax, cblas_icmax, cblas_izmax,
8383
cblas_ssum, cblas_dsum, cblas_scsum, cblas_dzsum,
84+
cblas_sgemm_batch, cblas_dgemm_batch, cblas_cgemm_batch, cblas_zgemm_batch,
8485
cblas_xerbla
8586
);
8687

interface/Makefile

Lines changed: 16 additions & 4 deletions
Original file line numberDiff line numberDiff line change
@@ -278,7 +278,7 @@ CSBLAS2OBJS = \
278278
CSBLAS3OBJS = \
279279
cblas_sgemm.$(SUFFIX) cblas_ssymm.$(SUFFIX) cblas_strmm.$(SUFFIX) cblas_strsm.$(SUFFIX) \
280280
cblas_ssyrk.$(SUFFIX) cblas_ssyr2k.$(SUFFIX) cblas_somatcopy.$(SUFFIX) cblas_simatcopy.$(SUFFIX)\
281-
cblas_sgeadd.$(SUFFIX)
281+
cblas_sgeadd.$(SUFFIX) cblas_sgemm_batch.$(SUFFIX)
282282

283283
ifeq ($(BUILD_HALF),1)
284284
CSHBLAS3OBJS = cblas_shgemm.$(SUFFIX)
@@ -300,7 +300,7 @@ CDBLAS2OBJS = \
300300
CDBLAS3OBJS += \
301301
cblas_dgemm.$(SUFFIX) cblas_dsymm.$(SUFFIX) cblas_dtrmm.$(SUFFIX) cblas_dtrsm.$(SUFFIX) \
302302
cblas_dsyrk.$(SUFFIX) cblas_dsyr2k.$(SUFFIX) cblas_domatcopy.$(SUFFIX) cblas_dimatcopy.$(SUFFIX) \
303-
cblas_dgeadd.$(SUFFIX)
303+
cblas_dgeadd.$(SUFFIX) cblas_dgemm_batch.$(SUFFIX)
304304

305305
CCBLAS1OBJS = \
306306
cblas_icamax.$(SUFFIX) cblas_icamin.$(SUFFIX) cblas_scasum.$(SUFFIX) cblas_caxpy.$(SUFFIX) \
@@ -325,7 +325,7 @@ CCBLAS3OBJS = \
325325
cblas_csyrk.$(SUFFIX) cblas_csyr2k.$(SUFFIX) \
326326
cblas_chemm.$(SUFFIX) cblas_cherk.$(SUFFIX) cblas_cher2k.$(SUFFIX) \
327327
cblas_comatcopy.$(SUFFIX) cblas_cimatcopy.$(SUFFIX)\
328-
cblas_cgeadd.$(SUFFIX) cblas_xerbla.$(SUFFIX)
328+
cblas_cgeadd.$(SUFFIX) cblas_xerbla.$(SUFFIX) cblas_cgemm_batch.$(SUFFIX)
329329

330330

331331

@@ -353,7 +353,7 @@ CZBLAS3OBJS = \
353353
cblas_zsyrk.$(SUFFIX) cblas_zsyr2k.$(SUFFIX) \
354354
cblas_zhemm.$(SUFFIX) cblas_zherk.$(SUFFIX) cblas_zher2k.$(SUFFIX)\
355355
cblas_zomatcopy.$(SUFFIX) cblas_zimatcopy.$(SUFFIX) \
356-
cblas_zgeadd.$(SUFFIX)
356+
cblas_zgeadd.$(SUFFIX) cblas_zgemm_batch.$(SUFFIX)
357357

358358

359359
ifeq ($(SUPPORT_GEMM3M), 1)
@@ -2236,3 +2236,15 @@ cblas_zgeadd.$(SUFFIX) cblas_zgeadd.$(PSUFFIX) : zgeadd.c
22362236

22372237
cblas_xerbla.$(SUFFIX) cblas_xerbla.$(PSUFFIX) : xerbla.c
22382238
$(CC) -c $(CFLAGS) -DCBLAS $< -o $(@F)
2239+
2240+
cblas_sgemm_batch.$(SUFFIX) cblas_sgemm_batch.$(PSUFFIX) : gemm_batch.c ../param.h
2241+
$(CC) -c $(CFLAGS) -DCBLAS $< -o $(@F)
2242+
2243+
cblas_dgemm_batch.$(SUFFIX) cblas_dgemm_batch.$(PSUFFIX) : gemm_batch.c ../param.h
2244+
$(CC) -c $(CFLAGS) -DCBLAS $< -o $(@F)
2245+
2246+
cblas_cgemm_batch.$(SUFFIX) cblas_cgemm_batch.$(PSUFFIX) : gemm_batch.c ../param.h
2247+
$(CC) -c $(CFLAGS) -DCBLAS $< -o $(@F)
2248+
2249+
cblas_zgemm_batch.$(SUFFIX) cblas_zgemm_batch.$(PSUFFIX) : gemm_batch.c ../param.h
2250+
$(CC) -c $(CFLAGS) -DCBLAS $< -o $(@F)

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