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Merge branch 'release-0.1.0' into develop

tags/v0.1.1
Xianyi Zhang 13 years ago
parent
31c836ac25 2b3eae6cc7
commit
5cbbc496b0
42 changed files with 25901 additions and 45 deletions
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  1. +18
    -0
      Changelog.txt
  2. +1
    -1
      Makefile.rule
  3. +10
    -1
      Makefile.system
  4. +1
    -0
      README
  5. +10
    -2
      common_linux.h
  6. +3
    -1
      common_macro.h
  7. +40
    -6
      common_mips64.h
  8. +18
    -1
      cpuid_mips.c
  9. +2
    -2
      driver/level3/gemm_thread_mn.c
  10. +12
    -3
      driver/level3/gemm_thread_n.c
  11. +2
    -2
      driver/level3/gemm_thread_variable.c
  12. +12
    -2
      driver/others/blas_server.c
  13. +5
    -0
      driver/others/blas_server_omp.c
  14. +3
    -3
      driver/others/memory.c
  15. +47
    -0
      driver/others/parameter.c
  16. +15
    -0
      getarch.c
  17. +20
    -0
      interface/symm.c
  18. +86
    -0
      kernel/Makefile.L3
  19. +157
    -0
      kernel/generic/gemmkernel_2x2.c
  20. +280
    -0
      kernel/generic/trmmkernel_2x2.c
  21. +838
    -0
      kernel/generic/zgemmkernel_2x2.c
  22. +923
    -0
      kernel/generic/ztrmmkernel_2x2.c
  23. +22
    -0
      kernel/mips64/KERNEL
  24. +48
    -4
      kernel/mips64/KERNEL.LOONGSON3A
  25. +64
    -0
      kernel/mips64/KERNEL.LOONGSON3B
  26. +1468
    -0
      kernel/mips64/cgemm_kernel_loongson3a_2x2.S
  27. +4026
    -0
      kernel/mips64/cgemm_kernel_loongson3a_4x2_ps.S
  28. +1468
    -0
      kernel/mips64/cgemm_kernel_loongson3b_2x2.S
  29. +0
    -0
      kernel/mips64/dgemm_kernel_loongson3a_4x4.S
  30. +0
    -0
      kernel/mips64/dgemm_kernel_loongson3b_4x4.S
  31. +101
    -0
      kernel/mips64/gemv_n_loongson3a.c
  32. +93
    -0
      kernel/mips64/gemv_t_loongson3a.c
  33. +7797
    -0
      kernel/mips64/sgemm_kernel_8x4_ps.S
  34. +2579
    -0
      kernel/mips64/sgemm_kernel_loongson3a_4x4.S
  35. +2579
    -0
      kernel/mips64/sgemm_kernel_loongson3b_4x4.S
  36. +1355
    -0
      kernel/mips64/zgemm_kernel_loongson3a_2x2.S
  37. +1468
    -0
      kernel/mips64/zgemm_kernel_loongson3b_2x2.S
  38. +139
    -0
      kernel/mips64/zgemv_n_loongson3a.c
  39. +125
    -0
      kernel/mips64/zgemv_t_loongson3a.c
  40. +62
    -17
      param.h
  41. +2
    -0
      test/cblat3.f
  42. +2
    -0
      test/zblat3.f

+ 18
- 0
Changelog.txt View File

@@ -1,4 +1,22 @@
OpenBLAS ChangeLog
====================================================================
Version 0.1.0
23-Mar-2012
common:
* Set soname of shared library on Linux.
* Added LIBNAMESUFFIX flag in Makefile.rule. The user can use
this flag to control the library name, e.g. libopenblas.a,
libopenblas_ifort.a or libopenblas_omp.a.
* Added GEMM_MULTITHREAD_THRESHOLD flag in Makefile.rule.
The lib use single thread in GEMM function with small matrices.
x86/x86_64:
* Used GEMV SSE/SSE2 kernels on x86 32-bit.
* Exported CBLAS functions in Windows DLL.
MIPS64:
* Completed Level-3 BLAS optimization on Loongson 3A CPU.
* Improved GEMV performance on Loongson 3A CPU.
* Improved Level-3 BLAS performance on Loongson 3B CPU. (EXPERIMENT)

====================================================================
Version 0.1 alpha2.5
19-Feb-2012


+ 1
- 1
Makefile.rule View File

@@ -3,7 +3,7 @@
#

# This library's version
VERSION = 0.1alpha2.5
VERSION = 0.1.0

# If you set the suffix, the library name will be libopenblas_$(LIBNAMESUFFIX).a
# and libopenblas_$(LIBNAMESUFFIX).so. Meanwhile, the soname in shared library


+ 10
- 1
Makefile.system View File

@@ -279,7 +279,12 @@ endif
BINARY_DEFINED = 1
endif

ifeq ($(CORE), LOONGSON3A)
ifeq ($(CORE), LOONGSON3A)
CCOMMON_OPT += -march=mips64
FCOMMON_OPT += -march=mips64
endif

ifeq ($(CORE), LOONGSON3B)
CCOMMON_OPT += -march=mips64
FCOMMON_OPT += -march=mips64
endif
@@ -534,8 +539,10 @@ ifdef SMP
CCOMMON_OPT += -DSMP_SERVER

ifeq ($(ARCH), mips64)
ifneq ($(CORE), LOONGSON3B)
USE_SIMPLE_THREADED_LEVEL3 = 1
endif
endif

ifeq ($(USE_OPENMP), 1)
# USE_SIMPLE_THREADED_LEVEL3 = 1
@@ -600,9 +607,11 @@ endif

ifneq ($(ARCH), x86_64)
ifneq ($(ARCH), x86)
ifneq ($(CORE), LOONGSON3B)
NO_AFFINITY = 1
endif
endif
endif

ifdef NO_AFFINITY
CCOMMON_OPT += -DNO_AFFINITY


+ 1
- 0
README View File

@@ -72,6 +72,7 @@ Please see Changelog.txt to obtain the differences between GotoBLAS2 1.13 BSD ve
9.Known Issues
* The number of CPUs/Cores should less than or equal to 8*sizeof(unsigned long). On 64 bits, the limit
is 64. On 32 bits, it is 32.
* On Loongson 3A. make test would be failed because of pthread_create error. The error code is EAGAIN. However, it will be OK when you run the same testcase on shell. I don't think this is a bug in OpenBLAS.

10. Specification of Git Branches
We used the git branching model in this article (http://nvie.com/posts/a-successful-git-branching-model/).


+ 10
- 2
common_linux.h View File

@@ -68,9 +68,17 @@ extern long int syscall (long int __sysno, ...);
static inline int my_mbind(void *addr, unsigned long len, int mode,
unsigned long *nodemask, unsigned long maxnode,
unsigned flags) {
#if defined (LOONGSON3B)
#if defined (__64BIT__)
return syscall(SYS_mbind, addr, len, mode, nodemask, maxnode, flags);
#else
return 0; //NULL Implementation on Loongson 3B 32bit.
#endif
#else
//Fixed randomly SEGFAULT when nodemask==NULL with above Linux 2.6.34
unsigned long null_nodemask=0;
return syscall(SYS_mbind, addr, len, mode, &null_nodemask, maxnode, flags);
// unsigned long null_nodemask=0;
return syscall(SYS_mbind, addr, len, mode, nodemask, maxnode, flags);
#endif
}

static inline int my_set_mempolicy(int mode, const unsigned long *addr, unsigned long flag) {


+ 3
- 1
common_macro.h View File

@@ -2127,7 +2127,9 @@
#endif

#ifndef ASSEMBLER
#if defined(ARCH_X86) || defined(ARCH_X86_64) || defined(ARCH_IA64)
#if defined(ARCH_X86) || defined(ARCH_X86_64) || defined(ARCH_IA64) || defined(ARCH_MIPS64)
extern BLASLONG gemm_offset_a;
extern BLASLONG gemm_offset_b;
extern BLASLONG sgemm_p;
extern BLASLONG sgemm_q;
extern BLASLONG sgemm_r;


+ 40
- 6
common_mips64.h View File

@@ -101,10 +101,15 @@ static void INLINE blas_lock(volatile unsigned long *address){

static inline unsigned int rpcc(void){
unsigned long ret;
#if defined(LOONGSON3A)
unsigned long long tmp;
__asm__ __volatile__("dmfc0 %0, $25, 1": "=r"(tmp):: "memory");
ret=tmp;
#if defined(LOONGSON3A) || defined(LOONGSON3B)
// unsigned long long tmp;
//__asm__ __volatile__("dmfc0 %0, $25, 1": "=r"(tmp):: "memory");
//ret=tmp;
__asm__ __volatile__(".set push \n"
".set mips32r2\n"
"rdhwr %0, $2\n"
".set pop": "=r"(ret):: "memory");

#else
__asm__ __volatile__(".set push \n"
".set mips32r2\n"
@@ -114,6 +119,21 @@ static inline unsigned int rpcc(void){
return ret;
}

#if defined(LOONGSON3A) || defined(LOONGSON3B)
#ifndef NO_AFFINITY
#define WHEREAMI
static inline int WhereAmI(void){
int ret=0;
__asm__ __volatile__(".set push \n"
".set mips32r2\n"
"rdhwr %0, $0\n"
".set pop": "=r"(ret):: "memory");
return ret;

}
#endif
#endif

static inline int blas_quickdivide(blasint x, blasint y){
return x / y;
}
@@ -152,6 +172,7 @@ static inline int blas_quickdivide(blasint x, blasint y){
#define CMPEQ c.eq.d
#define CMPLE c.le.d
#define CMPLT c.lt.d
#define NEG neg.d
#else
#define LD lwc1
#define ST swc1
@@ -170,6 +191,14 @@ static inline int blas_quickdivide(blasint x, blasint y){
#define CMPEQ c.eq.s
#define CMPLE c.le.s
#define CMPLT c.lt.s
#define PLU plu.ps
#define PLL pll.ps
#define PUU puu.ps
#define PUL pul.ps
#define MADPS madd.ps
#define CVTU cvt.s.pu
#define CVTL cvt.s.pl
#define NEG neg.s
#endif

#if defined(__64BIT__) && defined(USE64BITINT)
@@ -218,13 +247,18 @@ REALNAME: ;\

#define SEEK_ADDRESS

#define BUFFER_SIZE ( 8 << 20)
#define BUFFER_SIZE ( 32 << 20)

#if defined(LOONGSON3A)
#define PAGESIZE (16UL << 10)
#define FIXED_PAGESIZE (16UL << 10)
#endif

#if defined(LOONGSON3B)
#define PAGESIZE (32UL << 10)
#define FIXED_PAGESIZE (32UL << 10)
#endif

#ifndef PAGESIZE
#define PAGESIZE (64UL << 10)
#endif
@@ -236,7 +270,7 @@ REALNAME: ;\
#define MAP_ANONYMOUS MAP_ANON
#endif

#if defined(LOONGSON3A)
#if defined(LOONGSON3A) || defined(LOONGSON3B)
#define PREFETCHD_(x) ld $0, x
#define PREFETCHD(x) PREFETCHD_(x)
#else


+ 18
- 1
cpuid_mips.c View File

@@ -72,11 +72,13 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
#define CPU_UNKNOWN 0
#define CPU_SICORTEX 1
#define CPU_LOONGSON3A 2
#define CPU_LOONGSON3B 3

static char *cpuname[] = {
"UNKOWN",
"SICORTEX",
"LOONGSON3A"
"LOONGSON3A",
"LOONGSON3B"
};

int detect(void){
@@ -101,6 +103,8 @@ int detect(void){

if (strstr(p, "Loongson-3A")){
return CPU_LOONGSON3A;
}else if(strstr(p, "Loongson-3B")){
return CPU_LOONGSON3B;
}else if (strstr(p, "Loongson-3")){
infile = fopen("/proc/cpuinfo", "r");
while (fgets(buffer, sizeof(buffer), infile)){
@@ -130,6 +134,8 @@ void get_architecture(void){
void get_subarchitecture(void){
if(detect()==CPU_LOONGSON3A) {
printf("LOONGSON3A");
}else if(detect()==CPU_LOONGSON3B){
printf("LOONGSON3B");
}else{
printf("SICORTEX");
}
@@ -149,6 +155,15 @@ void get_cpuconfig(void){
printf("#define DTB_DEFAULT_ENTRIES 64\n");
printf("#define DTB_SIZE 4096\n");
printf("#define L2_ASSOCIATIVE 4\n");
}else if(detect()==CPU_LOONGSON3B){
printf("#define LOONGSON3B\n");
printf("#define L1_DATA_SIZE 65536\n");
printf("#define L1_DATA_LINESIZE 32\n");
printf("#define L2_SIZE 512488\n");
printf("#define L2_LINESIZE 32\n");
printf("#define DTB_DEFAULT_ENTRIES 64\n");
printf("#define DTB_SIZE 4096\n");
printf("#define L2_ASSOCIATIVE 4\n");
}else{
printf("#define SICORTEX\n");
printf("#define L1_DATA_SIZE 32768\n");
@@ -164,6 +179,8 @@ void get_cpuconfig(void){
void get_libname(void){
if(detect()==CPU_LOONGSON3A) {
printf("loongson3a\n");
}else if(detect()==CPU_LOONGSON3B) {
printf("loongson3b\n");
}else{
#ifdef __mips64
printf("mips64\n");


+ 2
- 2
driver/level3/gemm_thread_mn.c View File

@@ -77,8 +77,8 @@ int CNAME(int mode, blas_arg_t *arg, BLASLONG *range_m, BLASLONG *range_n, int (
range_M[0] = 0;
i = arg -> m;
} else {
range_M[0] = range_M[0];
i = range_M[1] - range_M[0];
range_M[0] = range_m[0];
i = range_m[1] - range_m[0];
}

num_cpu_m = 0;


+ 12
- 3
driver/level3/gemm_thread_n.c View File

@@ -71,16 +71,25 @@ int CNAME(int mode, blas_arg_t *arg, BLASLONG *range_m, BLASLONG *range_n, int (
queue[num_cpu].args = arg;
queue[num_cpu].range_m = range_m;
queue[num_cpu].range_n = &range[num_cpu];
queue[num_cpu].sa = NULL;
#if defined(LOONGSON3A)
queue[num_cpu].sa = sa + GEMM_OFFSET_A1 * num_cpu;
queue[num_cpu].sb = queue[num_cpu].sa + GEMM_OFFSET_A1 * 5;
#else
queue[num_cpu].sa = NULL;
queue[num_cpu].sb = NULL;
#endif
queue[num_cpu].next = &queue[num_cpu + 1];
num_cpu ++;
}
if (num_cpu) {
#if defined(LOONGSON3A)
queue[0].sa = sa;
queue[0].sb = sb;

queue[0].sb = sa + GEMM_OFFSET_A1 * 5;
#else
queue[0].sa = sa;
queue[0].sb = sb;
#endif
queue[num_cpu - 1].next = NULL;
exec_blas(num_cpu,


+ 2
- 2
driver/level3/gemm_thread_variable.c View File

@@ -55,8 +55,8 @@ int CNAME(int mode,
range_M[0] = 0;
i = arg -> m;
} else {
range_M[0] = range_M[0];
i = range_M[1] - range_M[0];
range_M[0] = range_m[0];
i = range_m[1] - range_m[0];
}

num_cpu_m = 0;


+ 12
- 2
driver/others/blas_server.c View File

@@ -500,6 +500,7 @@ static int blas_monitor(void *arg){
/* Initializing routine */
int blas_thread_init(void){
BLASLONG i;
int ret;
#ifdef NEED_STACKATTR
pthread_attr_t attr;
#endif
@@ -545,12 +546,16 @@ int blas_thread_init(void){
pthread_cond_init (&thread_status[i].wakeup, NULL);
#ifdef NEED_STACKATTR
pthread_create(&blas_threads[i], &attr,
ret=pthread_create(&blas_threads[i], &attr,
(void *)&blas_thread_server, (void *)i);
#else
pthread_create(&blas_threads[i], NULL,
ret=pthread_create(&blas_threads[i], NULL,
(void *)&blas_thread_server, (void *)i);
#endif
if(ret!=0){
fprintf(STDERR,"OpenBLAS: pthread_creat error in blas_thread_init function. Error code:%d\n",ret);
exit(1);
}
}

#ifdef MONITOR
@@ -797,6 +802,11 @@ void goto_set_num_threads(int num_threads) {

blas_cpu_number = num_threads;

#if defined(ARCH_MIPS64)
//set parameters for different number of threads.
blas_set_parameter();
#endif

}

void openblas_set_num_threads(int num_threads) {


+ 5
- 0
driver/others/blas_server_omp.c View File

@@ -63,6 +63,11 @@ void goto_set_num_threads(int num_threads) {

omp_set_num_threads(blas_cpu_number);
#if defined(ARCH_MIPS64)
//set parameters for different number of threads.
blas_set_parameter();
#endif

}
void openblas_set_num_threads(int num_threads) {



+ 3
- 3
driver/others/memory.c View File

@@ -390,11 +390,11 @@ static void *alloc_mmap(void *address){
#ifdef OS_LINUX
#ifdef DEBUG
int ret;
int ret=0;
ret=my_mbind(map_address, BUFFER_SIZE * SCALING, MPOL_PREFERRED, NULL, 0, 0);
if(ret==-1){
int errsv=errno;
perror("alloc_mmap:");
perror("OpenBLAS alloc_mmap:");
printf("error code=%d,\tmap_address=%lx\n",errsv,map_address);
}

@@ -884,7 +884,7 @@ void *blas_memory_alloc(int procpos){
if (!blas_num_threads) blas_cpu_number = blas_get_cpu_number();
#endif
#if defined(ARCH_X86) || defined(ARCH_X86_64) || defined(ARCH_IA64)
#if defined(ARCH_X86) || defined(ARCH_X86_64) || defined(ARCH_IA64) || defined(ARCH_MIPS64)
#ifndef DYNAMIC_ARCH
blas_set_parameter();
#endif


+ 47
- 0
driver/others/parameter.c View File

@@ -45,8 +45,22 @@ int get_L2_size(void);
#define DEFAULT_GEMM_P 128
#define DEFAULT_GEMM_Q 128
#define DEFAULT_GEMM_R 128
#define DEFAULT_GEMM_OFFSET_A 0
#define DEFAULT_GEMM_OFFSET_B 0

/* Global Parameter */
#if GEMM_OFFSET_A == gemm_offset_a
BLASLONG gemm_offset_a = DEFAULT_GEMM_OFFSET_A;
#else
BLASLONG gemm_offset_a = GEMM_OFFSET_A;
#endif

#if GEMM_OFFSET_B == gemm_offset_b
BLASLONG gemm_offset_b = DEFAULT_GEMM_OFFSET_B;
#else
BLASLONG gemm_offset_b = GEMM_OFFSET_B;
#endif

#if SGEMM_P == sgemm_p
BLASLONG sgemm_p = DEFAULT_GEMM_P;
#else
@@ -666,3 +680,36 @@ void blas_set_parameter(void){
#endif

#endif

#if defined(ARCH_MIPS64)
void blas_set_parameter(void){
#if defined(LOONGSON3A)
#ifdef SMP
if(blas_num_threads == 1){
#endif
//single thread
dgemm_r = 1024;
#ifdef SMP
}else{
//multi thread
dgemm_r = 200;
}
#endif
#endif

#if defined(LOONGSON3B)
#ifdef SMP
if(blas_num_threads == 1 || blas_num_threads == 2){
#endif
//single thread
dgemm_r = 640;
#ifdef SMP
}else{
//multi thread
dgemm_r = 160;
}
#endif
#endif

}
#endif

+ 15
- 0
getarch.c View File

@@ -117,6 +117,7 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
/* #define FORCE_CELL */
/* #define FORCE_SICORTEX */
/* #define FORCE_LOONGSON3A */
/* #define FORCE_LOONGSON3B */
/* #define FORCE_ITANIUM2 */
/* #define FORCE_GENERIC */
/* #define FORCE_SPARC */
@@ -548,6 +549,20 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
#else
#endif

#ifdef FORCE_LOONGSON3B
#define FORCE
#define ARCHITECTURE "MIPS"
#define SUBARCHITECTURE "LOONGSON3B"
#define SUBDIRNAME "mips64"
#define ARCHCONFIG "-DLOONGSON3B " \
"-DL1_DATA_SIZE=65536 -DL1_DATA_LINESIZE=32 " \
"-DL2_SIZE=512488 -DL2_LINESIZE=32 " \
"-DDTB_DEFAULT_ENTRIES=64 -DDTB_SIZE=4096 -DL2_ASSOCIATIVE=4 "
#define LIBNAME "loongson3b"
#define CORENAME "LOONGSON3B"
#else
#endif

#ifdef FORCE_ITANIUM2
#define FORCE
#define ARCHITECTURE "IA64"


+ 20
- 0
interface/symm.c View File

@@ -136,6 +136,7 @@ void NAME(char *SIDE, char *UPLO,
FLOAT *sa, *sb;

#ifdef SMP
#ifndef COMPLEX
#ifdef XDOUBLE
int mode = BLAS_XDOUBLE | BLAS_REAL;
#elif defined(DOUBLE)
@@ -143,6 +144,15 @@ void NAME(char *SIDE, char *UPLO,
#else
int mode = BLAS_SINGLE | BLAS_REAL;
#endif
#else
#ifdef XDOUBLE
int mode = BLAS_XDOUBLE | BLAS_COMPLEX;
#elif defined(DOUBLE)
int mode = BLAS_DOUBLE | BLAS_COMPLEX;
#else
int mode = BLAS_SINGLE | BLAS_COMPLEX;
#endif
#endif
#endif

#if defined(SMP) && !defined(NO_AFFINITY)
@@ -237,6 +247,7 @@ void CNAME(enum CBLAS_ORDER order, enum CBLAS_SIDE Side, enum CBLAS_UPLO Uplo,
FLOAT *sa, *sb;

#ifdef SMP
#ifndef COMPLEX
#ifdef XDOUBLE
int mode = BLAS_XDOUBLE | BLAS_REAL;
#elif defined(DOUBLE)
@@ -244,6 +255,15 @@ void CNAME(enum CBLAS_ORDER order, enum CBLAS_SIDE Side, enum CBLAS_UPLO Uplo,
#else
int mode = BLAS_SINGLE | BLAS_REAL;
#endif
#else
#ifdef XDOUBLE
int mode = BLAS_XDOUBLE | BLAS_COMPLEX;
#elif defined(DOUBLE)
int mode = BLAS_DOUBLE | BLAS_COMPLEX;
#else
int mode = BLAS_SINGLE | BLAS_COMPLEX;
#endif
#endif
#endif

#if defined(SMP) && !defined(NO_AFFINITY)


+ 86
- 0
kernel/Makefile.L3 View File

@@ -498,6 +498,91 @@ $(KDIR)xgemm_kernel_r$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(XGEMMKERNEL) $(XGEMMD
$(KDIR)xgemm_kernel_b$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(XGEMMKERNEL) $(XGEMMDEPEND)
$(CC) $(CFLAGS) -c -DXDOUBLE -DCOMPLEX -DCC $< -o $@

ifeq ($(TARGET), LOONGSON3B)
$(KDIR)strmm_kernel_LN$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(STRMMKERNEL)
$(CC) $(CFLAGS) -c -DTRMMKERNEL -UDOUBLE -UCOMPLEX -DLEFT -UTRANSA $< -o $@

$(KDIR)strmm_kernel_LT$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(STRMMKERNEL)
$(CC) $(CFLAGS) -c -DTRMMKERNEL -UDOUBLE -UCOMPLEX -DLEFT -DTRANSA $< -o $@

$(KDIR)strmm_kernel_RN$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(STRMMKERNEL)
$(CC) $(CFLAGS) -c -DTRMMKERNEL -UDOUBLE -UCOMPLEX -ULEFT -UTRANSA $< -o $@

$(KDIR)strmm_kernel_RT$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(STRMMKERNEL)
$(CC) $(CFLAGS) -c -DTRMMKERNEL -UDOUBLE -UCOMPLEX -ULEFT -DTRANSA $< -o $@

$(KDIR)dtrmm_kernel_LN$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(DTRMMKERNEL)
$(CC) $(CFLAGS) -c -DTRMMKERNEL -DDOUBLE -UCOMPLEX -DLEFT -UTRANSA $< -o $@

$(KDIR)dtrmm_kernel_LT$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(DTRMMKERNEL)
$(CC) $(CFLAGS) -c -DTRMMKERNEL -DDOUBLE -UCOMPLEX -DLEFT -DTRANSA $< -o $@

$(KDIR)dtrmm_kernel_RN$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(DTRMMKERNEL)
$(CC) $(CFLAGS) -c -DTRMMKERNEL -DDOUBLE -UCOMPLEX -ULEFT -UTRANSA $< -o $@

$(KDIR)dtrmm_kernel_RT$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(DTRMMKERNEL)
$(CC) $(CFLAGS) -c -DTRMMKERNEL -DDOUBLE -UCOMPLEX -ULEFT -DTRANSA $< -o $@

$(KDIR)qtrmm_kernel_LN$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(QGEMMKERNEL)
$(CC) $(CFLAGS) -c -DTRMMKERNEL -DXDOUBLE -UCOMPLEX -DLEFT -UTRANSA $< -o $@

$(KDIR)qtrmm_kernel_LT$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(QGEMMKERNEL)
$(CC) $(CFLAGS) -c -DTRMMKERNEL -DXDOUBLE -UCOMPLEX -DLEFT -DTRANSA $< -o $@

$(KDIR)qtrmm_kernel_RN$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(QGEMMKERNEL)
$(CC) $(CFLAGS) -c -DTRMMKERNEL -DXDOUBLE -UCOMPLEX -ULEFT -UTRANSA $< -o $@

$(KDIR)qtrmm_kernel_RT$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(QGEMMKERNEL)
$(CC) $(CFLAGS) -c -DTRMMKERNEL -DXDOUBLE -UCOMPLEX -ULEFT -DTRANSA $< -o $@

$(KDIR)ctrmm_kernel_LN$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(CTRMMKERNEL)
$(CC) $(CFLAGS) -c -DTRMMKERNEL -UDOUBLE -DCOMPLEX -DLEFT -UTRANSA -UCONJ -DNN $< -o $@

$(KDIR)ctrmm_kernel_LT$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(CTRMMKERNEL)
$(CC) $(CFLAGS) -c -DTRMMKERNEL -UDOUBLE -DCOMPLEX -DLEFT -DTRANSA -UCONJ -DNN $< -o $@

$(KDIR)ctrmm_kernel_LR$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(CTRMMKERNEL)
$(CC) $(CFLAGS) -c -DTRMMKERNEL -UDOUBLE -DCOMPLEX -DLEFT -UTRANSA -DCONJ -DCN $< -o $@

$(KDIR)ctrmm_kernel_LC$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(CTRMMKERNEL)
$(CC) $(CFLAGS) -c -DTRMMKERNEL -UDOUBLE -DCOMPLEX -DLEFT -DTRANSA -DCONJ -DCN $< -o $@

$(KDIR)ctrmm_kernel_RN$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(CTRMMKERNEL)
$(CC) $(CFLAGS) -c -DTRMMKERNEL -UDOUBLE -DCOMPLEX -ULEFT -UTRANSA -UCONJ -DNN $< -o $@

$(KDIR)ctrmm_kernel_RT$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(CTRMMKERNEL)
$(CC) $(CFLAGS) -c -DTRMMKERNEL -UDOUBLE -DCOMPLEX -ULEFT -DTRANSA -UCONJ -DNN $< -o $@

$(KDIR)ctrmm_kernel_RR$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(CTRMMKERNEL)
$(CC) $(CFLAGS) -c -DTRMMKERNEL -UDOUBLE -DCOMPLEX -ULEFT -UTRANSA -DCONJ -DNC $< -o $@

$(KDIR)ctrmm_kernel_RC$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(CTRMMKERNEL)
$(CC) $(CFLAGS) -c -DTRMMKERNEL -UDOUBLE -DCOMPLEX -ULEFT -DTRANSA -DCONJ -DNC $< -o $@

$(KDIR)ztrmm_kernel_LN$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(ZTRMMKERNEL)
$(CC) $(CFLAGS) -c -DTRMMKERNEL -DDOUBLE -DCOMPLEX -DLEFT -UTRANSA -UCONJ -DNN $< -o $@

$(KDIR)ztrmm_kernel_LT$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(ZTRMMKERNEL)
$(CC) $(CFLAGS) -c -DTRMMKERNEL -DDOUBLE -DCOMPLEX -DLEFT -DTRANSA -UCONJ -DNN $< -o $@

$(KDIR)ztrmm_kernel_LR$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(ZTRMMKERNEL)
$(CC) $(CFLAGS) -c -DTRMMKERNEL -DDOUBLE -DCOMPLEX -DLEFT -UTRANSA -DCONJ -DCN $< -o $@

$(KDIR)ztrmm_kernel_LC$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(ZTRMMKERNEL)
$(CC) $(CFLAGS) -c -DTRMMKERNEL -DDOUBLE -DCOMPLEX -DLEFT -DTRANSA -DCONJ -DCN $< -o $@

$(KDIR)ztrmm_kernel_RN$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(ZTRMMKERNEL)
$(CC) $(CFLAGS) -c -DTRMMKERNEL -DDOUBLE -DCOMPLEX -ULEFT -UTRANSA -UCONJ -DNN $< -o $@

$(KDIR)ztrmm_kernel_RT$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(ZTRMMKERNEL)
$(CC) $(CFLAGS) -c -DTRMMKERNEL -DDOUBLE -DCOMPLEX -ULEFT -DTRANSA -UCONJ -DNN $< -o $@

$(KDIR)ztrmm_kernel_RR$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(ZTRMMKERNEL)
$(CC) $(CFLAGS) -c -DTRMMKERNEL -DDOUBLE -DCOMPLEX -ULEFT -UTRANSA -DCONJ -DNC $< -o $@

$(KDIR)ztrmm_kernel_RC$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(ZTRMMKERNEL)
$(CC) $(CFLAGS) -c -DTRMMKERNEL -DDOUBLE -DCOMPLEX -ULEFT -DTRANSA -DCONJ -DNC $< -o $@
else
$(KDIR)strmm_kernel_LN$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(SGEMMKERNEL)
$(CC) $(CFLAGS) -c -DTRMMKERNEL -UDOUBLE -UCOMPLEX -DLEFT -UTRANSA $< -o $@

@@ -581,6 +666,7 @@ $(KDIR)ztrmm_kernel_RR$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(ZGEMMKERNEL)

$(KDIR)ztrmm_kernel_RC$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(ZGEMMKERNEL)
$(CC) $(CFLAGS) -c -DTRMMKERNEL -DDOUBLE -DCOMPLEX -ULEFT -DTRANSA -DCONJ -DNC $< -o $@
endif

$(KDIR)xtrmm_kernel_LN$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(XGEMMKERNEL)
$(CC) $(CFLAGS) -c -DTRMMKERNEL -DXDOUBLE -DCOMPLEX -DLEFT -UTRANSA -UCONJ -DNN $< -o $@


+ 157
- 0
kernel/generic/gemmkernel_2x2.c View File

@@ -0,0 +1,157 @@
#include "common.h"
int CNAME(BLASLONG bm,BLASLONG bn,BLASLONG bk,FLOAT alpha,FLOAT* ba,FLOAT* bb,FLOAT* C,BLASLONG ldc
#ifdef TRMMKERNEL
,BLASLONG offset
#endif
)
{
BLASLONG i,j,k;
FLOAT *C0,*C1,*ptrba,*ptrbb;
FLOAT res0,res1,res2,res3,load0,load1,load2,load3,load4,load5,load6,load7;
for (j=0; j<bn/2; j+=1)
{
C0 = C;
C1 = C0+ldc;
ptrba = ba;
for (i=0; i<bm/2; i+=1)
{
ptrbb = bb;
res0 = 0;
res1 = 0;
res2 = 0;
res3 = 0;
for (k=0; k<bk/4; k+=1)
{
load0 = ptrba[2*0+0];
load1 = ptrbb[2*0+0];
res0 = res0+load0*load1;
load2 = ptrba[2*0+1];
res1 = res1+load2*load1;
load3 = ptrbb[2*0+1];
res2 = res2+load0*load3;
res3 = res3+load2*load3;
load4 = ptrba[2*1+0];
load5 = ptrbb[2*1+0];
res0 = res0+load4*load5;
load6 = ptrba[2*1+1];
res1 = res1+load6*load5;
load7 = ptrbb[2*1+1];
res2 = res2+load4*load7;
res3 = res3+load6*load7;
load0 = ptrba[2*2+0];
load1 = ptrbb[2*2+0];
res0 = res0+load0*load1;
load2 = ptrba[2*2+1];
res1 = res1+load2*load1;
load3 = ptrbb[2*2+1];
res2 = res2+load0*load3;
res3 = res3+load2*load3;
load4 = ptrba[2*3+0];
load5 = ptrbb[2*3+0];
res0 = res0+load4*load5;
load6 = ptrba[2*3+1];
res1 = res1+load6*load5;
load7 = ptrbb[2*3+1];
res2 = res2+load4*load7;
res3 = res3+load6*load7;
ptrba = ptrba+8;
ptrbb = ptrbb+8;
}
for (k=0; k<(bk&3); k+=1)
{
load0 = ptrba[2*0+0];
load1 = ptrbb[2*0+0];
res0 = res0+load0*load1;
load2 = ptrba[2*0+1];
res1 = res1+load2*load1;
load3 = ptrbb[2*0+1];
res2 = res2+load0*load3;
res3 = res3+load2*load3;
ptrba = ptrba+2;
ptrbb = ptrbb+2;
}
res0 = res0*alpha;
C0[0] = C0[0]+res0;
res1 = res1*alpha;
C0[1] = C0[1]+res1;
res2 = res2*alpha;
C1[0] = C1[0]+res2;
res3 = res3*alpha;
C1[1] = C1[1]+res3;
C0 = C0+2;
C1 = C1+2;
}
for (i=0; i<(bm&1); i+=1)
{
ptrbb = bb;
res0 = 0;
res1 = 0;
for (k=0; k<bk; k+=1)
{
load0 = ptrba[0+0];
load1 = ptrbb[2*0+0];
res0 = res0+load0*load1;
load2 = ptrbb[2*0+1];
res1 = res1+load0*load2;
ptrba = ptrba+1;
ptrbb = ptrbb+2;
}
res0 = res0*alpha;
C0[0] = C0[0]+res0;
res1 = res1*alpha;
C1[0] = C1[0]+res1;
C0 = C0+1;
C1 = C1+1;
}
k = (bk<<1);
bb = bb+k;
i = (ldc<<1);
C = C+i;
}
for (j=0; j<(bn&1); j+=1)
{
C0 = C;
ptrba = ba;
for (i=0; i<bm/2; i+=1)
{
ptrbb = bb;
res0 = 0;
res1 = 0;
for (k=0; k<bk; k+=1)
{
load0 = ptrba[2*0+0];
load1 = ptrbb[0+0];
res0 = res0+load0*load1;
load2 = ptrba[2*0+1];
res1 = res1+load2*load1;
ptrba = ptrba+2;
ptrbb = ptrbb+1;
}
res0 = res0*alpha;
C0[0] = C0[0]+res0;
res1 = res1*alpha;
C0[1] = C0[1]+res1;
C0 = C0+2;
}
for (i=0; i<(bm&1); i+=1)
{
ptrbb = bb;
res0 = 0;
for (k=0; k<bk; k+=1)
{
load0 = ptrba[0+0];
load1 = ptrbb[0+0];
res0 = res0+load0*load1;
ptrba = ptrba+1;
ptrbb = ptrbb+1;
}
res0 = res0*alpha;
C0[0] = C0[0]+res0;
C0 = C0+1;
}
k = (bk<<0);
bb = bb+k;
C = C+ldc;
}
return 0;
}

+ 280
- 0
kernel/generic/trmmkernel_2x2.c View File

@@ -0,0 +1,280 @@
#include "common.h"
int CNAME(BLASLONG bm,BLASLONG bn,BLASLONG bk,FLOAT alpha,FLOAT* ba,FLOAT* bb,FLOAT* C,BLASLONG ldc
#ifdef TRMMKERNEL
,BLASLONG offset
#endif
)
{
BLASLONG i,j,k;
FLOAT *C0,*C1,*ptrba,*ptrbb;
FLOAT res0,res1,res2,res3,load0,load1,load2,load3,load4,load5,load6,load7;
BLASLONG off, temp;
#if defined(TRMMKERNEL) && !defined(LEFT)
off = -offset;
#endif
for (j=0; j<bn/2; j+=1)
{
C0 = C;
C1 = C0+ldc;
#if defined(TRMMKERNEL) && defined(LEFT)
off = offset;
#endif
ptrba = ba;
for (i=0; i<bm/2; i+=1)
{
#if (defined(LEFT) && defined(TRANSA)) || \
(!defined(LEFT) && !defined(TRANSA))
ptrbb = bb;
#else
ptrba += off*2;
ptrbb = bb + off*2;
#endif
res0 = 0;
res1 = 0;
res2 = 0;
res3 = 0;
#if (defined(LEFT) && !defined(TRANSA)) || \
(!defined(LEFT) && defined(TRANSA))
temp = bk-off;
#elif defined(LEFT)
temp = off+2;
#else
temp = off+2;
#endif
for (k=0; k<temp/4; k+=1)
{
load0 = ptrba[2*0+0];
load1 = ptrbb[2*0+0];
res0 = res0+load0*load1;
load2 = ptrba[2*0+1];
res1 = res1+load2*load1;
load3 = ptrbb[2*0+1];
res2 = res2+load0*load3;
res3 = res3+load2*load3;
load4 = ptrba[2*1+0];
load5 = ptrbb[2*1+0];
res0 = res0+load4*load5;
load6 = ptrba[2*1+1];
res1 = res1+load6*load5;
load7 = ptrbb[2*1+1];
res2 = res2+load4*load7;
res3 = res3+load6*load7;
load0 = ptrba[2*2+0];
load1 = ptrbb[2*2+0];
res0 = res0+load0*load1;
load2 = ptrba[2*2+1];
res1 = res1+load2*load1;
load3 = ptrbb[2*2+1];
res2 = res2+load0*load3;
res3 = res3+load2*load3;
load4 = ptrba[2*3+0];
load5 = ptrbb[2*3+0];
res0 = res0+load4*load5;
load6 = ptrba[2*3+1];
res1 = res1+load6*load5;
load7 = ptrbb[2*3+1];
res2 = res2+load4*load7;
res3 = res3+load6*load7;
ptrba = ptrba+8;
ptrbb = ptrbb+8;
}
for (k=0; k<(temp&3); k+=1)
{
load0 = ptrba[2*0+0];
load1 = ptrbb[2*0+0];
res0 = res0+load0*load1;
load2 = ptrba[2*0+1];
res1 = res1+load2*load1;
load3 = ptrbb[2*0+1];
res2 = res2+load0*load3;
res3 = res3+load2*load3;
ptrba = ptrba+2;
ptrbb = ptrbb+2;
}
res0 = res0*alpha;
C0[0] = res0;
res1 = res1*alpha;
C0[1] = res1;
res2 = res2*alpha;
C1[0] = res2;
res3 = res3*alpha;
C1[1] = res3;
#if ( defined(LEFT) && defined(TRANSA)) || \
(!defined(LEFT) && !defined(TRANSA))
temp = bk - off;
#ifdef LEFT
temp -= 2;
#else
temp -= 2;
#endif
ptrba += temp*2;
ptrbb += temp*2;
#endif
#ifdef LEFT
off += 2;
#endif
C0 = C0+2;
C1 = C1+2;
}
for (i=0; i<(bm&1); i+=1)
{
#if (defined(LEFT) && defined(TRANSA)) ||(!defined(LEFT) && !defined(TRANSA))
ptrbb = bb;
#else
ptrba += off;
ptrbb = bb+off*2;
#endif
res0 = 0;
res1 = 0;
#if (defined(LEFT) && !defined(TRANSA)) || (!defined(LEFT) && defined(TRANSA))
temp = bk-off;
#elif defined(LEFT)
temp = off+1;
#else
temp = off+2;
#endif
for (k=0; k<temp; k+=1)
{
load0 = ptrba[0+0];
load1 = ptrbb[2*0+0];
res0 = res0+load0*load1;
load2 = ptrbb[2*0+1];
res1 = res1+load0*load2;
ptrba = ptrba+1;
ptrbb = ptrbb+2;
}
res0 = res0*alpha;
C0[0] = res0;
res1 = res1*alpha;
C1[0] = res1;
#if ( defined(LEFT) && defined(TRANSA)) || (!defined(LEFT) && !defined(TRANSA))
temp = bk-off;
#ifdef LEFT
temp -= 1;
#else
temp -= 2;
#endif
ptrba += temp;
ptrbb += temp*2;
#endif
#ifdef LEFT
off += 1;
#endif
C0 = C0+1;
C1 = C1+1;
}
#if defined(TRMMKERNEL) && !defined(LEFT)
off += 2;
#endif
k = (bk<<1);
bb = bb+k;
i = (ldc<<1);
C = C+i;
}
for (j=0; j<(bn&1); j+=1)
{
C0 = C;
#if defined(TRMMKERNEL) && defined(LEFT)
off = offset;
#endif
ptrba = ba;
for (i=0; i<bm/2; i+=1)
{
#if (defined(LEFT) && defined(TRANSA)) || \
(!defined(LEFT) && !defined(TRANSA))
ptrbb = bb;
#else
ptrba += off*2;
ptrbb = bb + off;
#endif
res0 = 0;
res1 = 0;
#if (defined(LEFT) && !defined(TRANSA)) || \
(!defined(LEFT) && defined(TRANSA))
temp = bk-off;
#elif defined(LEFT)
temp = off+2;
#else
temp = off+1;
#endif
for (k=0; k<temp; k+=1)
{
load0 = ptrba[2*0+0];
load1 = ptrbb[0+0];
res0 = res0+load0*load1;
load2 = ptrba[2*0+1];
res1 = res1+load2*load1;
ptrba = ptrba+2;
ptrbb = ptrbb+1;
}
res0 = res0*alpha;
C0[0] = res0;
res1 = res1*alpha;
C0[1] = res1;
#if ( defined(LEFT) && defined(TRANSA)) || \
(!defined(LEFT) && !defined(TRANSA))
temp = bk - off;
#ifdef LEFT
temp -= 2;
#else
temp -= 1;
#endif
ptrba += temp*2;
ptrbb += temp;
#endif
#ifdef LEFT
off += 2;
#endif

C0 = C0+2;
}
for (i=0; i<(bm&1); i+=1)
{
#if (defined(LEFT) && defined(TRANSA)) || (!defined(LEFT) && !defined(TRANSA))
ptrbb = bb;
#else
ptrba += off;
ptrbb = bb+off;
#endif
res0 = 0;
#if (defined(LEFT) && !defined(TRANSA)) || (!defined(LEFT) && defined(TRANSA))
temp = bk-off;
#elif defined(LEFT)
temp = off + 1;
#else
temp = off + 1;
#endif
for (k=0; k<temp; k+=1)
{
load0 = ptrba[0+0];
load1 = ptrbb[0+0];
res0 = res0+load0*load1;
ptrba = ptrba+1;
ptrbb = ptrbb+1;
}
res0 = res0*alpha;
C0[0] = res0;
#if ( defined(LEFT) && defined(TRANSA)) || (!defined(LEFT) && !defined(TRANSA))
temp = bk-off;
#ifdef LEFT
temp -= 1;
#else
temp -= 1;
#endif
ptrba += temp;
ptrbb += temp;
#endif
#ifdef LEFT
off += 1;
#endif
C0 = C0+1;
}
#if defined(TRMMKERNEL) && !defined(LEFT)
off += 1;
#endif
k = (bk<<0);
bb = bb+k;
C = C+ldc;
}
return 0;
}

+ 838
- 0
kernel/generic/zgemmkernel_2x2.c View File

@@ -0,0 +1,838 @@
#include "common.h"
/********************************
ADD1 a*c
ADD2 b*c
ADD3 a*d
ADD4 b*d
*********************************/
int CNAME(BLASLONG bm,BLASLONG bn,BLASLONG bk,FLOAT alphar,FLOAT alphai,FLOAT* ba,FLOAT* bb,FLOAT* C,BLASLONG ldc
#ifdef TRMMKERNEL
, BLASLONG offset
#endif
)
{
BLASLONG i,j,k;
FLOAT *C0,*C1,*ptrba,*ptrbb;
FLOAT res0,res1,res2,res3,res4,res5,res6,res7,load0,load1,load2,load3,load4,load5,load6,load7,load8,load9,load10,load11,load12,load13,load14,load15;
for (j=0; j<bn/2; j+=1)
{
C0 = C;
C1 = C0+2*ldc;
ptrba = ba;
for (i=0; i<bm/2; i+=1)
{
ptrbb = bb;
res0 = 0;
res1 = 0;
res2 = 0;
res3 = 0;
res4 = 0;
res5 = 0;
res6 = 0;
res7 = 0;
for (k=0; k<bk/4; k+=1)
{
#if defined(NN) || defined(NT) || defined(TN) || defined(TT)
load0 = ptrba[4*0+0];
load1 = ptrbb[4*0+0];
res0 = res0+load0*load1;
load2 = ptrba[4*0+1];
res1 = res1+load2*load1;
load3 = ptrbb[4*0+1];
res0 = res0-load2*load3;
res1 = res1+load0*load3;
load4 = ptrba[4*0+2];
res2 = res2+load4*load1;
load5 = ptrba[4*0+3];
res3 = res3+load5*load1;
res2 = res2-load5*load3;
res3 = res3+load4*load3;
load6 = ptrbb[4*0+2];
res4 = res4+load0*load6;
res5 = res5+load2*load6;
load7 = ptrbb[4*0+3];
res4 = res4-load2*load7;
res5 = res5+load0*load7;
res6 = res6+load4*load6;
res7 = res7+load5*load6;
res6 = res6-load5*load7;
res7 = res7+load4*load7;
load8 = ptrba[4*1+0];
load9 = ptrbb[4*1+0];
res0 = res0+load8*load9;
load10 = ptrba[4*1+1];
res1 = res1+load10*load9;
load11 = ptrbb[4*1+1];
res0 = res0-load10*load11;
res1 = res1+load8*load11;
load12 = ptrba[4*1+2];
res2 = res2+load12*load9;
load13 = ptrba[4*1+3];
res3 = res3+load13*load9;
res2 = res2-load13*load11;
res3 = res3+load12*load11;
load14 = ptrbb[4*1+2];
res4 = res4+load8*load14;
res5 = res5+load10*load14;
load15 = ptrbb[4*1+3];
res4 = res4-load10*load15;
res5 = res5+load8*load15;
res6 = res6+load12*load14;
res7 = res7+load13*load14;
res6 = res6-load13*load15;
res7 = res7+load12*load15;
load0 = ptrba[4*2+0];
load1 = ptrbb[4*2+0];
res0 = res0+load0*load1;
load2 = ptrba[4*2+1];
res1 = res1+load2*load1;
load3 = ptrbb[4*2+1];
res0 = res0-load2*load3;
res1 = res1+load0*load3;
load4 = ptrba[4*2+2];
res2 = res2+load4*load1;
load5 = ptrba[4*2+3];
res3 = res3+load5*load1;
res2 = res2-load5*load3;
res3 = res3+load4*load3;
load6 = ptrbb[4*2+2];
res4 = res4+load0*load6;
res5 = res5+load2*load6;
load7 = ptrbb[4*2+3];
res4 = res4-load2*load7;
res5 = res5+load0*load7;
res6 = res6+load4*load6;
res7 = res7+load5*load6;
res6 = res6-load5*load7;
res7 = res7+load4*load7;
load8 = ptrba[4*3+0];
load9 = ptrbb[4*3+0];
res0 = res0+load8*load9;
load10 = ptrba[4*3+1];
res1 = res1+load10*load9;
load11 = ptrbb[4*3+1];
res0 = res0-load10*load11;
res1 = res1+load8*load11;
load12 = ptrba[4*3+2];
res2 = res2+load12*load9;
load13 = ptrba[4*3+3];
res3 = res3+load13*load9;
res2 = res2-load13*load11;
res3 = res3+load12*load11;
load14 = ptrbb[4*3+2];
res4 = res4+load8*load14;
res5 = res5+load10*load14;
load15 = ptrbb[4*3+3];
res4 = res4-load10*load15;
res5 = res5+load8*load15;
res6 = res6+load12*load14;
res7 = res7+load13*load14;
res6 = res6-load13*load15;
res7 = res7+load12*load15;
#endif
#if defined(NR) || defined(NC) || defined(TR) || defined(TC)
load0 = ptrba[4*0+0];
load1 = ptrbb[4*0+0];
res0 = res0+load0*load1;
load2 = ptrba[4*0+1];
res1 = res1+load2*load1;
load3 = ptrbb[4*0+1];
res0 = res0+load2*load3;
res1 = res1-load0*load3;
load4 = ptrba[4*0+2];
res2 = res2+load4*load1;
load5 = ptrba[4*0+3];
res3 = res3+load5*load1;
res2 = res2+load5*load3;
res3 = res3-load4*load3;
load6 = ptrbb[4*0+2];
res4 = res4+load0*load6;
res5 = res5+load2*load6;
load7 = ptrbb[4*0+3];
res4 = res4+load2*load7;
res5 = res5-load0*load7;
res6 = res6+load4*load6;
res7 = res7+load5*load6;
res6 = res6+load5*load7;
res7 = res7-load4*load7;
load8 = ptrba[4*1+0];
load9 = ptrbb[4*1+0];
res0 = res0+load8*load9;
load10 = ptrba[4*1+1];
res1 = res1+load10*load9;
load11 = ptrbb[4*1+1];
res0 = res0+load10*load11;
res1 = res1-load8*load11;
load12 = ptrba[4*1+2];
res2 = res2+load12*load9;
load13 = ptrba[4*1+3];
res3 = res3+load13*load9;
res2 = res2+load13*load11;
res3 = res3-load12*load11;
load14 = ptrbb[4*1+2];
res4 = res4+load8*load14;
res5 = res5+load10*load14;
load15 = ptrbb[4*1+3];
res4 = res4+load10*load15;
res5 = res5-load8*load15;
res6 = res6+load12*load14;
res7 = res7+load13*load14;
res6 = res6+load13*load15;
res7 = res7-load12*load15;
load0 = ptrba[4*2+0];
load1 = ptrbb[4*2+0];
res0 = res0+load0*load1;
load2 = ptrba[4*2+1];
res1 = res1+load2*load1;
load3 = ptrbb[4*2+1];
res0 = res0+load2*load3;
res1 = res1-load0*load3;
load4 = ptrba[4*2+2];
res2 = res2+load4*load1;
load5 = ptrba[4*2+3];
res3 = res3+load5*load1;
res2 = res2+load5*load3;
res3 = res3-load4*load3;
load6 = ptrbb[4*2+2];
res4 = res4+load0*load6;
res5 = res5+load2*load6;
load7 = ptrbb[4*2+3];
res4 = res4+load2*load7;
res5 = res5-load0*load7;
res6 = res6+load4*load6;
res7 = res7+load5*load6;
res6 = res6+load5*load7;
res7 = res7-load4*load7;
load8 = ptrba[4*3+0];
load9 = ptrbb[4*3+0];
res0 = res0+load8*load9;
load10 = ptrba[4*3+1];
res1 = res1+load10*load9;
load11 = ptrbb[4*3+1];
res0 = res0+load10*load11;
res1 = res1-load8*load11;
load12 = ptrba[4*3+2];
res2 = res2+load12*load9;
load13 = ptrba[4*3+3];
res3 = res3+load13*load9;
res2 = res2+load13*load11;
res3 = res3-load12*load11;
load14 = ptrbb[4*3+2];
res4 = res4+load8*load14;
res5 = res5+load10*load14;
load15 = ptrbb[4*3+3];
res4 = res4+load10*load15;
res5 = res5-load8*load15;
res6 = res6+load12*load14;
res7 = res7+load13*load14;
res6 = res6+load13*load15;
res7 = res7-load12*load15;
#endif
#if defined(RN) || defined(RT) || defined(CN) || defined(CT)
load0 = ptrba[4*0+0];
load1 = ptrbb[4*0+0];
res0 = res0+load0*load1;
load2 = ptrba[4*0+1];
res1 = res1-load2*load1;
load3 = ptrbb[4*0+1];
res0 = res0+load2*load3;
res1 = res1+load0*load3;
load4 = ptrba[4*0+2];
res2 = res2+load4*load1;
load5 = ptrba[4*0+3];
res3 = res3-load5*load1;
res2 = res2+load5*load3;
res3 = res3+load4*load3;
load6 = ptrbb[4*0+2];
res4 = res4+load0*load6;
res5 = res5-load2*load6;
load7 = ptrbb[4*0+3];
res4 = res4+load2*load7;
res5 = res5+load0*load7;
res6 = res6+load4*load6;
res7 = res7-load5*load6;
res6 = res6+load5*load7;
res7 = res7+load4*load7;
load8 = ptrba[4*1+0];
load9 = ptrbb[4*1+0];
res0 = res0+load8*load9;
load10 = ptrba[4*1+1];
res1 = res1-load10*load9;
load11 = ptrbb[4*1+1];
res0 = res0+load10*load11;
res1 = res1+load8*load11;
load12 = ptrba[4*1+2];
res2 = res2+load12*load9;
load13 = ptrba[4*1+3];
res3 = res3-load13*load9;
res2 = res2+load13*load11;
res3 = res3+load12*load11;
load14 = ptrbb[4*1+2];
res4 = res4+load8*load14;
res5 = res5-load10*load14;
load15 = ptrbb[4*1+3];
res4 = res4+load10*load15;
res5 = res5+load8*load15;
res6 = res6+load12*load14;
res7 = res7-load13*load14;
res6 = res6+load13*load15;
res7 = res7+load12*load15;
load0 = ptrba[4*2+0];
load1 = ptrbb[4*2+0];
res0 = res0+load0*load1;
load2 = ptrba[4*2+1];
res1 = res1-load2*load1;
load3 = ptrbb[4*2+1];
res0 = res0+load2*load3;
res1 = res1+load0*load3;
load4 = ptrba[4*2+2];
res2 = res2+load4*load1;
load5 = ptrba[4*2+3];
res3 = res3-load5*load1;
res2 = res2+load5*load3;
res3 = res3+load4*load3;
load6 = ptrbb[4*2+2];
res4 = res4+load0*load6;
res5 = res5-load2*load6;
load7 = ptrbb[4*2+3];
res4 = res4+load2*load7;
res5 = res5+load0*load7;
res6 = res6+load4*load6;
res7 = res7-load5*load6;
res6 = res6+load5*load7;
res7 = res7+load4*load7;
load8 = ptrba[4*3+0];
load9 = ptrbb[4*3+0];
res0 = res0+load8*load9;
load10 = ptrba[4*3+1];
res1 = res1-load10*load9;
load11 = ptrbb[4*3+1];
res0 = res0+load10*load11;
res1 = res1+load8*load11;
load12 = ptrba[4*3+2];
res2 = res2+load12*load9;
load13 = ptrba[4*3+3];
res3 = res3-load13*load9;
res2 = res2+load13*load11;
res3 = res3+load12*load11;
load14 = ptrbb[4*3+2];
res4 = res4+load8*load14;
res5 = res5-load10*load14;
load15 = ptrbb[4*3+3];
res4 = res4+load10*load15;
res5 = res5+load8*load15;
res6 = res6+load12*load14;
res7 = res7-load13*load14;
res6 = res6+load13*load15;
res7 = res7+load12*load15;
#endif
#if defined(RR) || defined(RC) || defined(CR) || defined(CC)
load0 = ptrba[4*0+0];
load1 = ptrbb[4*0+0];
res0 = res0+load0*load1;
load2 = ptrba[4*0+1];
res1 = res1-load2*load1;
load3 = ptrbb[4*0+1];
res0 = res0-load2*load3;
res1 = res1-load0*load3;
load4 = ptrba[4*0+2];
res2 = res2+load4*load1;
load5 = ptrba[4*0+3];
res3 = res3-load5*load1;
res2 = res2-load5*load3;
res3 = res3-load4*load3;
load6 = ptrbb[4*0+2];
res4 = res4+load0*load6;
res5 = res5-load2*load6;
load7 = ptrbb[4*0+3];
res4 = res4-load2*load7;
res5 = res5-load0*load7;
res6 = res6+load4*load6;
res7 = res7-load5*load6;
res6 = res6-load5*load7;
res7 = res7-load4*load7;
load8 = ptrba[4*1+0];
load9 = ptrbb[4*1+0];
res0 = res0+load8*load9;
load10 = ptrba[4*1+1];
res1 = res1-load10*load9;
load11 = ptrbb[4*1+1];
res0 = res0-load10*load11;
res1 = res1-load8*load11;
load12 = ptrba[4*1+2];
res2 = res2+load12*load9;
load13 = ptrba[4*1+3];
res3 = res3-load13*load9;
res2 = res2-load13*load11;
res3 = res3-load12*load11;
load14 = ptrbb[4*1+2];
res4 = res4+load8*load14;
res5 = res5-load10*load14;
load15 = ptrbb[4*1+3];
res4 = res4-load10*load15;
res5 = res5-load8*load15;
res6 = res6+load12*load14;
res7 = res7-load13*load14;
res6 = res6-load13*load15;
res7 = res7-load12*load15;
load0 = ptrba[4*2+0];
load1 = ptrbb[4*2+0];
res0 = res0+load0*load1;
load2 = ptrba[4*2+1];
res1 = res1-load2*load1;
load3 = ptrbb[4*2+1];
res0 = res0-load2*load3;
res1 = res1-load0*load3;
load4 = ptrba[4*2+2];
res2 = res2+load4*load1;
load5 = ptrba[4*2+3];
res3 = res3-load5*load1;
res2 = res2-load5*load3;
res3 = res3-load4*load3;
load6 = ptrbb[4*2+2];
res4 = res4+load0*load6;
res5 = res5-load2*load6;
load7 = ptrbb[4*2+3];
res4 = res4-load2*load7;
res5 = res5-load0*load7;
res6 = res6+load4*load6;
res7 = res7-load5*load6;
res6 = res6-load5*load7;
res7 = res7-load4*load7;
load8 = ptrba[4*3+0];
load9 = ptrbb[4*3+0];
res0 = res0+load8*load9;
load10 = ptrba[4*3+1];
res1 = res1-load10*load9;
load11 = ptrbb[4*3+1];
res0 = res0-load10*load11;
res1 = res1-load8*load11;
load12 = ptrba[4*3+2];
res2 = res2+load12*load9;
load13 = ptrba[4*3+3];
res3 = res3-load13*load9;
res2 = res2-load13*load11;
res3 = res3-load12*load11;
load14 = ptrbb[4*3+2];
res4 = res4+load8*load14;
res5 = res5-load10*load14;
load15 = ptrbb[4*3+3];
res4 = res4-load10*load15;
res5 = res5-load8*load15;
res6 = res6+load12*load14;
res7 = res7-load13*load14;
res6 = res6-load13*load15;
res7 = res7-load12*load15;
#endif
ptrba = ptrba+16;
ptrbb = ptrbb+16;
}
for (k=0; k<(bk&3); k+=1)
{
#if defined(NN) || defined(NT) || defined(TN) || defined(TT)
load0 = ptrba[4*0+0];
load1 = ptrbb[4*0+0];
res0 = res0+load0*load1;
load2 = ptrba[4*0+1];
res1 = res1+load2*load1;
load3 = ptrbb[4*0+1];
res0 = res0-load2*load3;
res1 = res1+load0*load3;
load4 = ptrba[4*0+2];
res2 = res2+load4*load1;
load5 = ptrba[4*0+3];
res3 = res3+load5*load1;
res2 = res2-load5*load3;
res3 = res3+load4*load3;
load6 = ptrbb[4*0+2];
res4 = res4+load0*load6;
res5 = res5+load2*load6;
load7 = ptrbb[4*0+3];
res4 = res4-load2*load7;
res5 = res5+load0*load7;
res6 = res6+load4*load6;
res7 = res7+load5*load6;
res6 = res6-load5*load7;
res7 = res7+load4*load7;
#endif
#if defined(NR) || defined(NC) || defined(TR) || defined(TC)
load0 = ptrba[4*0+0];
load1 = ptrbb[4*0+0];
res0 = res0+load0*load1;
load2 = ptrba[4*0+1];
res1 = res1+load2*load1;
load3 = ptrbb[4*0+1];
res0 = res0+load2*load3;
res1 = res1-load0*load3;
load4 = ptrba[4*0+2];
res2 = res2+load4*load1;
load5 = ptrba[4*0+3];
res3 = res3+load5*load1;
res2 = res2+load5*load3;
res3 = res3-load4*load3;
load6 = ptrbb[4*0+2];
res4 = res4+load0*load6;
res5 = res5+load2*load6;
load7 = ptrbb[4*0+3];
res4 = res4+load2*load7;
res5 = res5-load0*load7;
res6 = res6+load4*load6;
res7 = res7+load5*load6;
res6 = res6+load5*load7;
res7 = res7-load4*load7;
#endif
#if defined(RN) || defined(RT) || defined(CN) || defined(CT)
load0 = ptrba[4*0+0];
load1 = ptrbb[4*0+0];
res0 = res0+load0*load1;
load2 = ptrba[4*0+1];
res1 = res1-load2*load1;
load3 = ptrbb[4*0+1];
res0 = res0+load2*load3;
res1 = res1+load0*load3;
load4 = ptrba[4*0+2];
res2 = res2+load4*load1;
load5 = ptrba[4*0+3];
res3 = res3-load5*load1;
res2 = res2+load5*load3;
res3 = res3+load4*load3;
load6 = ptrbb[4*0+2];
res4 = res4+load0*load6;
res5 = res5-load2*load6;
load7 = ptrbb[4*0+3];
res4 = res4+load2*load7;
res5 = res5+load0*load7;
res6 = res6+load4*load6;
res7 = res7-load5*load6;
res6 = res6+load5*load7;
res7 = res7+load4*load7;
#endif
#if defined(RR) || defined(RC) || defined(CR) || defined(CC)
load0 = ptrba[4*0+0];
load1 = ptrbb[4*0+0];
res0 = res0+load0*load1;
load2 = ptrba[4*0+1];
res1 = res1-load2*load1;
load3 = ptrbb[4*0+1];
res0 = res0-load2*load3;
res1 = res1-load0*load3;
load4 = ptrba[4*0+2];
res2 = res2+load4*load1;
load5 = ptrba[4*0+3];
res3 = res3-load5*load1;
res2 = res2-load5*load3;
res3 = res3-load4*load3;
load6 = ptrbb[4*0+2];
res4 = res4+load0*load6;
res5 = res5-load2*load6;
load7 = ptrbb[4*0+3];
res4 = res4-load2*load7;
res5 = res5-load0*load7;
res6 = res6+load4*load6;
res7 = res7-load5*load6;
res6 = res6-load5*load7;
res7 = res7-load4*load7;
#endif
ptrba = ptrba+4;
ptrbb = ptrbb+4;
}
load0 = res0*alphar;
C0[0] = C0[0]+load0;
load1 = res1*alphar;
C0[1] = C0[1]+load1;
load0 = res1*alphai;
C0[0] = C0[0]-load0;
load1 = res0*alphai;
C0[1] = C0[1]+load1;
load2 = res2*alphar;
C0[2] = C0[2]+load2;
load3 = res3*alphar;
C0[3] = C0[3]+load3;
load2 = res3*alphai;
C0[2] = C0[2]-load2;
load3 = res2*alphai;
C0[3] = C0[3]+load3;
load4 = res4*alphar;
C1[0] = C1[0]+load4;
load5 = res5*alphar;
C1[1] = C1[1]+load5;
load4 = res5*alphai;
C1[0] = C1[0]-load4;
load5 = res4*alphai;
C1[1] = C1[1]+load5;
load6 = res6*alphar;
C1[2] = C1[2]+load6;
load7 = res7*alphar;
C1[3] = C1[3]+load7;
load6 = res7*alphai;
C1[2] = C1[2]-load6;
load7 = res6*alphai;
C1[3] = C1[3]+load7;
C0 = C0+4;
C1 = C1+4;
}
for (i=0; i<(bm&1); i+=1)
{
ptrbb = bb;
res0 = 0;
res1 = 0;
res2 = 0;
res3 = 0;
for (k=0; k<bk; k+=1)
{
#if defined(NN) || defined(NT) || defined(TN) || defined(TT)
load0 = ptrba[2*0+0];
load1 = ptrbb[4*0+0];
res0 = res0+load0*load1;
load2 = ptrba[2*0+1];
res1 = res1+load2*load1;
load3 = ptrbb[4*0+1];
res0 = res0-load2*load3;
res1 = res1+load0*load3;
load4 = ptrbb[4*0+2];
res2 = res2+load0*load4;
res3 = res3+load2*load4;
load5 = ptrbb[4*0+3];
res2 = res2-load2*load5;
res3 = res3+load0*load5;
#endif
#if defined(NR) || defined(NC) || defined(TR) || defined(TC)
load0 = ptrba[2*0+0];
load1 = ptrbb[4*0+0];
res0 = res0+load0*load1;
load2 = ptrba[2*0+1];
res1 = res1+load2*load1;
load3 = ptrbb[4*0+1];
res0 = res0+load2*load3;
res1 = res1-load0*load3;
load4 = ptrbb[4*0+2];
res2 = res2+load0*load4;
res3 = res3+load2*load4;
load5 = ptrbb[4*0+3];
res2 = res2+load2*load5;
res3 = res3-load0*load5;
#endif
#if defined(RN) || defined(RT) || defined(CN) || defined(CT)
load0 = ptrba[2*0+0];
load1 = ptrbb[4*0+0];
res0 = res0+load0*load1;
load2 = ptrba[2*0+1];
res1 = res1-load2*load1;
load3 = ptrbb[4*0+1];
res0 = res0+load2*load3;
res1 = res1+load0*load3;
load4 = ptrbb[4*0+2];
res2 = res2+load0*load4;
res3 = res3-load2*load4;
load5 = ptrbb[4*0+3];
res2 = res2+load2*load5;
res3 = res3+load0*load5;
#endif
#if defined(RR) || defined(RC) || defined(CR) || defined(CC)
load0 = ptrba[2*0+0];
load1 = ptrbb[4*0+0];
res0 = res0+load0*load1;
load2 = ptrba[2*0+1];
res1 = res1-load2*load1;
load3 = ptrbb[4*0+1];
res0 = res0-load2*load3;
res1 = res1-load0*load3;
load4 = ptrbb[4*0+2];
res2 = res2+load0*load4;
res3 = res3-load2*load4;
load5 = ptrbb[4*0+3];
res2 = res2-load2*load5;
res3 = res3-load0*load5;
#endif
ptrba = ptrba+2;
ptrbb = ptrbb+4;
}
load0 = res0*alphar;
C0[0] = C0[0]+load0;
load1 = res1*alphar;
C0[1] = C0[1]+load1;
load0 = res1*alphai;
C0[0] = C0[0]-load0;
load1 = res0*alphai;
C0[1] = C0[1]+load1;
load2 = res2*alphar;
C1[0] = C1[0]+load2;
load3 = res3*alphar;
C1[1] = C1[1]+load3;
load2 = res3*alphai;
C1[0] = C1[0]-load2;
load3 = res2*alphai;
C1[1] = C1[1]+load3;
C0 = C0+2;
C1 = C1+2;
}
k = (bk<<2);
bb = bb+k;
i = (ldc<<2);
C = C+i;
}
for (j=0; j<(bn&1); j+=1)
{
C0 = C;
ptrba = ba;
for (i=0; i<bm/2; i+=1)
{
ptrbb = bb;
res0 = 0;
res1 = 0;
res2 = 0;
res3 = 0;
for (k=0; k<bk; k+=1)
{
#if defined(NN) || defined(NT) || defined(TN) || defined(TT)
load0 = ptrba[4*0+0];
load1 = ptrbb[2*0+0];
res0 = res0+load0*load1;
load2 = ptrba[4*0+1];
res1 = res1+load2*load1;
load3 = ptrbb[2*0+1];
res0 = res0-load2*load3;
res1 = res1+load0*load3;
load4 = ptrba[4*0+2];
res2 = res2+load4*load1;
load5 = ptrba[4*0+3];
res3 = res3+load5*load1;
res2 = res2-load5*load3;
res3 = res3+load4*load3;
#endif
#if defined(NR) || defined(NC) || defined(TR) || defined(TC)
load0 = ptrba[4*0+0];
load1 = ptrbb[2*0+0];
res0 = res0+load0*load1;
load2 = ptrba[4*0+1];
res1 = res1+load2*load1;
load3 = ptrbb[2*0+1];
res0 = res0+load2*load3;
res1 = res1-load0*load3;
load4 = ptrba[4*0+2];
res2 = res2+load4*load1;
load5 = ptrba[4*0+3];
res3 = res3+load5*load1;
res2 = res2+load5*load3;
res3 = res3-load4*load3;
#endif
#if defined(RN) || defined(RT) || defined(CN) || defined(CT)
load0 = ptrba[4*0+0];
load1 = ptrbb[2*0+0];
res0 = res0+load0*load1;
load2 = ptrba[4*0+1];
res1 = res1-load2*load1;
load3 = ptrbb[2*0+1];
res0 = res0+load2*load3;
res1 = res1+load0*load3;
load4 = ptrba[4*0+2];
res2 = res2+load4*load1;
load5 = ptrba[4*0+3];
res3 = res3-load5*load1;
res2 = res2+load5*load3;
res3 = res3+load4*load3;
#endif
#if defined(RR) || defined(RC) || defined(CR) || defined(CC)
load0 = ptrba[4*0+0];
load1 = ptrbb[2*0+0];
res0 = res0+load0*load1;
load2 = ptrba[4*0+1];
res1 = res1-load2*load1;
load3 = ptrbb[2*0+1];
res0 = res0-load2*load3;
res1 = res1-load0*load3;
load4 = ptrba[4*0+2];
res2 = res2+load4*load1;
load5 = ptrba[4*0+3];
res3 = res3-load5*load1;
res2 = res2-load5*load3;
res3 = res3-load4*load3;
#endif
ptrba = ptrba+4;
ptrbb = ptrbb+2;
}
load0 = res0*alphar;
C0[0] = C0[0]+load0;
load1 = res1*alphar;
C0[1] = C0[1]+load1;
load0 = res1*alphai;
C0[0] = C0[0]-load0;
load1 = res0*alphai;
C0[1] = C0[1]+load1;
load2 = res2*alphar;
C0[2] = C0[2]+load2;
load3 = res3*alphar;
C0[3] = C0[3]+load3;
load2 = res3*alphai;
C0[2] = C0[2]-load2;
load3 = res2*alphai;
C0[3] = C0[3]+load3;
C0 = C0+4;
}
for (i=0; i<(bm&1); i+=1)
{
ptrbb = bb;
res0 = 0;
res1 = 0;
for (k=0; k<bk; k+=1)
{
#if defined(NN) || defined(NT) || defined(TN) || defined(TT)
load0 = ptrba[2*0+0];
load1 = ptrbb[2*0+0];
res0 = res0+load0*load1;
load2 = ptrba[2*0+1];
res1 = res1+load2*load1;
load3 = ptrbb[2*0+1];
res0 = res0-load2*load3;
res1 = res1+load0*load3;
#endif
#if defined(NR) || defined(NC) || defined(TR) || defined(TC)
load0 = ptrba[2*0+0];
load1 = ptrbb[2*0+0];
res0 = res0+load0*load1;
load2 = ptrba[2*0+1];
res1 = res1+load2*load1;
load3 = ptrbb[2*0+1];
res0 = res0+load2*load3;
res1 = res1-load0*load3;
#endif
#if defined(RN) || defined(RT) || defined(CN) || defined(CT)
load0 = ptrba[2*0+0];
load1 = ptrbb[2*0+0];
res0 = res0+load0*load1;
load2 = ptrba[2*0+1];
res1 = res1-load2*load1;
load3 = ptrbb[2*0+1];
res0 = res0+load2*load3;
res1 = res1+load0*load3;
#endif
#if defined(RR) || defined(RC) || defined(CR) || defined(CC)
load0 = ptrba[2*0+0];
load1 = ptrbb[2*0+0];
res0 = res0+load0*load1;
load2 = ptrba[2*0+1];
res1 = res1-load2*load1;
load3 = ptrbb[2*0+1];
res0 = res0-load2*load3;
res1 = res1-load0*load3;
#endif
ptrba = ptrba+2;
ptrbb = ptrbb+2;
}
load0 = res0*alphar;
C0[0] = C0[0]+load0;
load1 = res1*alphar;
C0[1] = C0[1]+load1;
load0 = res1*alphai;
C0[0] = C0[0]-load0;
load1 = res0*alphai;
C0[1] = C0[1]+load1;
C0 = C0+2;
}
k = (bk<<1);
bb = bb+k;
i = (ldc<<1);
C = C+i;
}
return 0;
}

+ 923
- 0
kernel/generic/ztrmmkernel_2x2.c View File

@@ -0,0 +1,923 @@
#include "common.h"
/********************************
ADD1 a*c
ADD2 b*c
ADD3 a*d
ADD4 b*d
*********************************/
int CNAME(BLASLONG bm,BLASLONG bn,BLASLONG bk,FLOAT alphar,FLOAT alphai,FLOAT* ba,FLOAT* bb,
FLOAT* C,BLASLONG ldc, BLASLONG offset)
{
BLASLONG i,j,k;
FLOAT *C0,*C1,*ptrba,*ptrbb;
FLOAT res0,res1,res2,res3,res4,res5,res6,res7,load0,load1,load2,load3,load4,load5,load6,load7,load8,load9,load10,load11,load12,load13,load14,load15;
BLASLONG off, temp;

#if defined(TRMMKERNEL) && !defined(LEFT)
off = -offset;
#endif
for (j=0; j<bn/2; j+=1)
{
#if defined(TRMMKERNEL) && defined(LEFT)
off = offset;
#endif
C0 = C;
C1 = C0+2*ldc;
ptrba = ba;
for (i=0; i<bm/2; i+=1)
{
#if (defined(LEFT) && defined(TRANSA)) || (!defined(LEFT) && !defined(TRANSA))
ptrbb = bb;
#else
ptrba += off*2*2;
ptrbb = bb+off*2*2;
#endif
res0 = 0;
res1 = 0;
res2 = 0;
res3 = 0;
res4 = 0;
res5 = 0;
res6 = 0;
res7 = 0;
#if (defined(LEFT) && !defined(TRANSA)) || (!defined(LEFT) && defined(TRANSA))
temp = bk - off;
#elif defined(LEFT)
temp = off + 2;
#else
temp = off + 2;
#endif
for (k=0; k<temp/4; k+=1)
{
#if defined(NN) || defined(NT) || defined(TN) || defined(TT)
load0 = ptrba[4*0+0];
load1 = ptrbb[4*0+0];
res0 = res0+load0*load1;
load2 = ptrba[4*0+1];
res1 = res1+load2*load1;
load3 = ptrbb[4*0+1];
res0 = res0-load2*load3;
res1 = res1+load0*load3;
load4 = ptrba[4*0+2];
res2 = res2+load4*load1;
load5 = ptrba[4*0+3];
res3 = res3+load5*load1;
res2 = res2-load5*load3;
res3 = res3+load4*load3;
load6 = ptrbb[4*0+2];
res4 = res4+load0*load6;
res5 = res5+load2*load6;
load7 = ptrbb[4*0+3];
res4 = res4-load2*load7;
res5 = res5+load0*load7;
res6 = res6+load4*load6;
res7 = res7+load5*load6;
res6 = res6-load5*load7;
res7 = res7+load4*load7;
load8 = ptrba[4*1+0];
load9 = ptrbb[4*1+0];
res0 = res0+load8*load9;
load10 = ptrba[4*1+1];
res1 = res1+load10*load9;
load11 = ptrbb[4*1+1];
res0 = res0-load10*load11;
res1 = res1+load8*load11;
load12 = ptrba[4*1+2];
res2 = res2+load12*load9;
load13 = ptrba[4*1+3];
res3 = res3+load13*load9;
res2 = res2-load13*load11;
res3 = res3+load12*load11;
load14 = ptrbb[4*1+2];
res4 = res4+load8*load14;
res5 = res5+load10*load14;
load15 = ptrbb[4*1+3];
res4 = res4-load10*load15;
res5 = res5+load8*load15;
res6 = res6+load12*load14;
res7 = res7+load13*load14;
res6 = res6-load13*load15;
res7 = res7+load12*load15;
load0 = ptrba[4*2+0];
load1 = ptrbb[4*2+0];
res0 = res0+load0*load1;
load2 = ptrba[4*2+1];
res1 = res1+load2*load1;
load3 = ptrbb[4*2+1];
res0 = res0-load2*load3;
res1 = res1+load0*load3;
load4 = ptrba[4*2+2];
res2 = res2+load4*load1;
load5 = ptrba[4*2+3];
res3 = res3+load5*load1;
res2 = res2-load5*load3;
res3 = res3+load4*load3;
load6 = ptrbb[4*2+2];
res4 = res4+load0*load6;
res5 = res5+load2*load6;
load7 = ptrbb[4*2+3];
res4 = res4-load2*load7;
res5 = res5+load0*load7;
res6 = res6+load4*load6;
res7 = res7+load5*load6;
res6 = res6-load5*load7;
res7 = res7+load4*load7;
load8 = ptrba[4*3+0];
load9 = ptrbb[4*3+0];
res0 = res0+load8*load9;
load10 = ptrba[4*3+1];
res1 = res1+load10*load9;
load11 = ptrbb[4*3+1];
res0 = res0-load10*load11;
res1 = res1+load8*load11;
load12 = ptrba[4*3+2];
res2 = res2+load12*load9;
load13 = ptrba[4*3+3];
res3 = res3+load13*load9;
res2 = res2-load13*load11;
res3 = res3+load12*load11;
load14 = ptrbb[4*3+2];
res4 = res4+load8*load14;
res5 = res5+load10*load14;
load15 = ptrbb[4*3+3];
res4 = res4-load10*load15;
res5 = res5+load8*load15;
res6 = res6+load12*load14;
res7 = res7+load13*load14;
res6 = res6-load13*load15;
res7 = res7+load12*load15;
#endif
#if defined(NR) || defined(NC) || defined(TR) || defined(TC)
load0 = ptrba[4*0+0];
load1 = ptrbb[4*0+0];
res0 = res0+load0*load1;
load2 = ptrba[4*0+1];
res1 = res1+load2*load1;
load3 = ptrbb[4*0+1];
res0 = res0+load2*load3;
res1 = res1-load0*load3;
load4 = ptrba[4*0+2];
res2 = res2+load4*load1;
load5 = ptrba[4*0+3];
res3 = res3+load5*load1;
res2 = res2+load5*load3;
res3 = res3-load4*load3;
load6 = ptrbb[4*0+2];
res4 = res4+load0*load6;
res5 = res5+load2*load6;
load7 = ptrbb[4*0+3];
res4 = res4+load2*load7;
res5 = res5-load0*load7;
res6 = res6+load4*load6;
res7 = res7+load5*load6;
res6 = res6+load5*load7;
res7 = res7-load4*load7;
load8 = ptrba[4*1+0];
load9 = ptrbb[4*1+0];
res0 = res0+load8*load9;
load10 = ptrba[4*1+1];
res1 = res1+load10*load9;
load11 = ptrbb[4*1+1];
res0 = res0+load10*load11;
res1 = res1-load8*load11;
load12 = ptrba[4*1+2];
res2 = res2+load12*load9;
load13 = ptrba[4*1+3];
res3 = res3+load13*load9;
res2 = res2+load13*load11;
res3 = res3-load12*load11;
load14 = ptrbb[4*1+2];
res4 = res4+load8*load14;
res5 = res5+load10*load14;
load15 = ptrbb[4*1+3];
res4 = res4+load10*load15;
res5 = res5-load8*load15;
res6 = res6+load12*load14;
res7 = res7+load13*load14;
res6 = res6+load13*load15;
res7 = res7-load12*load15;
load0 = ptrba[4*2+0];
load1 = ptrbb[4*2+0];
res0 = res0+load0*load1;
load2 = ptrba[4*2+1];
res1 = res1+load2*load1;
load3 = ptrbb[4*2+1];
res0 = res0+load2*load3;
res1 = res1-load0*load3;
load4 = ptrba[4*2+2];
res2 = res2+load4*load1;
load5 = ptrba[4*2+3];
res3 = res3+load5*load1;
res2 = res2+load5*load3;
res3 = res3-load4*load3;
load6 = ptrbb[4*2+2];
res4 = res4+load0*load6;
res5 = res5+load2*load6;
load7 = ptrbb[4*2+3];
res4 = res4+load2*load7;
res5 = res5-load0*load7;
res6 = res6+load4*load6;
res7 = res7+load5*load6;
res6 = res6+load5*load7;
res7 = res7-load4*load7;
load8 = ptrba[4*3+0];
load9 = ptrbb[4*3+0];
res0 = res0+load8*load9;
load10 = ptrba[4*3+1];
res1 = res1+load10*load9;
load11 = ptrbb[4*3+1];
res0 = res0+load10*load11;
res1 = res1-load8*load11;
load12 = ptrba[4*3+2];
res2 = res2+load12*load9;
load13 = ptrba[4*3+3];
res3 = res3+load13*load9;
res2 = res2+load13*load11;
res3 = res3-load12*load11;
load14 = ptrbb[4*3+2];
res4 = res4+load8*load14;
res5 = res5+load10*load14;
load15 = ptrbb[4*3+3];
res4 = res4+load10*load15;
res5 = res5-load8*load15;
res6 = res6+load12*load14;
res7 = res7+load13*load14;
res6 = res6+load13*load15;
res7 = res7-load12*load15;
#endif
#if defined(RN) || defined(RT) || defined(CN) || defined(CT)
load0 = ptrba[4*0+0];
load1 = ptrbb[4*0+0];
res0 = res0+load0*load1;
load2 = ptrba[4*0+1];
res1 = res1-load2*load1;
load3 = ptrbb[4*0+1];
res0 = res0+load2*load3;
res1 = res1+load0*load3;
load4 = ptrba[4*0+2];
res2 = res2+load4*load1;
load5 = ptrba[4*0+3];
res3 = res3-load5*load1;
res2 = res2+load5*load3;
res3 = res3+load4*load3;
load6 = ptrbb[4*0+2];
res4 = res4+load0*load6;
res5 = res5-load2*load6;
load7 = ptrbb[4*0+3];
res4 = res4+load2*load7;
res5 = res5+load0*load7;
res6 = res6+load4*load6;
res7 = res7-load5*load6;
res6 = res6+load5*load7;
res7 = res7+load4*load7;
load8 = ptrba[4*1+0];
load9 = ptrbb[4*1+0];
res0 = res0+load8*load9;
load10 = ptrba[4*1+1];
res1 = res1-load10*load9;
load11 = ptrbb[4*1+1];
res0 = res0+load10*load11;
res1 = res1+load8*load11;
load12 = ptrba[4*1+2];
res2 = res2+load12*load9;
load13 = ptrba[4*1+3];
res3 = res3-load13*load9;
res2 = res2+load13*load11;
res3 = res3+load12*load11;
load14 = ptrbb[4*1+2];
res4 = res4+load8*load14;
res5 = res5-load10*load14;
load15 = ptrbb[4*1+3];
res4 = res4+load10*load15;
res5 = res5+load8*load15;
res6 = res6+load12*load14;
res7 = res7-load13*load14;
res6 = res6+load13*load15;
res7 = res7+load12*load15;
load0 = ptrba[4*2+0];
load1 = ptrbb[4*2+0];
res0 = res0+load0*load1;
load2 = ptrba[4*2+1];
res1 = res1-load2*load1;
load3 = ptrbb[4*2+1];
res0 = res0+load2*load3;
res1 = res1+load0*load3;
load4 = ptrba[4*2+2];
res2 = res2+load4*load1;
load5 = ptrba[4*2+3];
res3 = res3-load5*load1;
res2 = res2+load5*load3;
res3 = res3+load4*load3;
load6 = ptrbb[4*2+2];
res4 = res4+load0*load6;
res5 = res5-load2*load6;
load7 = ptrbb[4*2+3];
res4 = res4+load2*load7;
res5 = res5+load0*load7;
res6 = res6+load4*load6;
res7 = res7-load5*load6;
res6 = res6+load5*load7;
res7 = res7+load4*load7;
load8 = ptrba[4*3+0];
load9 = ptrbb[4*3+0];
res0 = res0+load8*load9;
load10 = ptrba[4*3+1];
res1 = res1-load10*load9;
load11 = ptrbb[4*3+1];
res0 = res0+load10*load11;
res1 = res1+load8*load11;
load12 = ptrba[4*3+2];
res2 = res2+load12*load9;
load13 = ptrba[4*3+3];
res3 = res3-load13*load9;
res2 = res2+load13*load11;
res3 = res3+load12*load11;
load14 = ptrbb[4*3+2];
res4 = res4+load8*load14;
res5 = res5-load10*load14;
load15 = ptrbb[4*3+3];
res4 = res4+load10*load15;
res5 = res5+load8*load15;
res6 = res6+load12*load14;
res7 = res7-load13*load14;
res6 = res6+load13*load15;
res7 = res7+load12*load15;
#endif
#if defined(RR) || defined(RC) || defined(CR) || defined(CC)
load0 = ptrba[4*0+0];
load1 = ptrbb[4*0+0];
res0 = res0+load0*load1;
load2 = ptrba[4*0+1];
res1 = res1-load2*load1;
load3 = ptrbb[4*0+1];
res0 = res0-load2*load3;
res1 = res1-load0*load3;
load4 = ptrba[4*0+2];
res2 = res2+load4*load1;
load5 = ptrba[4*0+3];
res3 = res3-load5*load1;
res2 = res2-load5*load3;
res3 = res3-load4*load3;
load6 = ptrbb[4*0+2];
res4 = res4+load0*load6;
res5 = res5-load2*load6;
load7 = ptrbb[4*0+3];
res4 = res4-load2*load7;
res5 = res5-load0*load7;
res6 = res6+load4*load6;
res7 = res7-load5*load6;
res6 = res6-load5*load7;
res7 = res7-load4*load7;
load8 = ptrba[4*1+0];
load9 = ptrbb[4*1+0];
res0 = res0+load8*load9;
load10 = ptrba[4*1+1];
res1 = res1-load10*load9;
load11 = ptrbb[4*1+1];
res0 = res0-load10*load11;
res1 = res1-load8*load11;
load12 = ptrba[4*1+2];
res2 = res2+load12*load9;
load13 = ptrba[4*1+3];
res3 = res3-load13*load9;
res2 = res2-load13*load11;
res3 = res3-load12*load11;
load14 = ptrbb[4*1+2];
res4 = res4+load8*load14;
res5 = res5-load10*load14;
load15 = ptrbb[4*1+3];
res4 = res4-load10*load15;
res5 = res5-load8*load15;
res6 = res6+load12*load14;
res7 = res7-load13*load14;
res6 = res6-load13*load15;
res7 = res7-load12*load15;
load0 = ptrba[4*2+0];
load1 = ptrbb[4*2+0];
res0 = res0+load0*load1;
load2 = ptrba[4*2+1];
res1 = res1-load2*load1;
load3 = ptrbb[4*2+1];
res0 = res0-load2*load3;
res1 = res1-load0*load3;
load4 = ptrba[4*2+2];
res2 = res2+load4*load1;
load5 = ptrba[4*2+3];
res3 = res3-load5*load1;
res2 = res2-load5*load3;
res3 = res3-load4*load3;
load6 = ptrbb[4*2+2];
res4 = res4+load0*load6;
res5 = res5-load2*load6;
load7 = ptrbb[4*2+3];
res4 = res4-load2*load7;
res5 = res5-load0*load7;
res6 = res6+load4*load6;
res7 = res7-load5*load6;
res6 = res6-load5*load7;
res7 = res7-load4*load7;
load8 = ptrba[4*3+0];
load9 = ptrbb[4*3+0];
res0 = res0+load8*load9;
load10 = ptrba[4*3+1];
res1 = res1-load10*load9;
load11 = ptrbb[4*3+1];
res0 = res0-load10*load11;
res1 = res1-load8*load11;
load12 = ptrba[4*3+2];
res2 = res2+load12*load9;
load13 = ptrba[4*3+3];
res3 = res3-load13*load9;
res2 = res2-load13*load11;
res3 = res3-load12*load11;
load14 = ptrbb[4*3+2];
res4 = res4+load8*load14;
res5 = res5-load10*load14;
load15 = ptrbb[4*3+3];
res4 = res4-load10*load15;
res5 = res5-load8*load15;
res6 = res6+load12*load14;
res7 = res7-load13*load14;
res6 = res6-load13*load15;
res7 = res7-load12*load15;
#endif
ptrba = ptrba+16;
ptrbb = ptrbb+16;
}
for (k=0; k<(temp&3); k+=1)
{
#if defined(NN) || defined(NT) || defined(TN) || defined(TT)
load0 = ptrba[4*0+0];
load1 = ptrbb[4*0+0];
res0 = res0+load0*load1;
load2 = ptrba[4*0+1];
res1 = res1+load2*load1;
load3 = ptrbb[4*0+1];
res0 = res0-load2*load3;
res1 = res1+load0*load3;
load4 = ptrba[4*0+2];
res2 = res2+load4*load1;
load5 = ptrba[4*0+3];
res3 = res3+load5*load1;
res2 = res2-load5*load3;
res3 = res3+load4*load3;
load6 = ptrbb[4*0+2];
res4 = res4+load0*load6;
res5 = res5+load2*load6;
load7 = ptrbb[4*0+3];
res4 = res4-load2*load7;
res5 = res5+load0*load7;
res6 = res6+load4*load6;
res7 = res7+load5*load6;
res6 = res6-load5*load7;
res7 = res7+load4*load7;
#endif
#if defined(NR) || defined(NC) || defined(TR) || defined(TC)
load0 = ptrba[4*0+0];
load1 = ptrbb[4*0+0];
res0 = res0+load0*load1;
load2 = ptrba[4*0+1];
res1 = res1+load2*load1;
load3 = ptrbb[4*0+1];
res0 = res0+load2*load3;
res1 = res1-load0*load3;
load4 = ptrba[4*0+2];
res2 = res2+load4*load1;
load5 = ptrba[4*0+3];
res3 = res3+load5*load1;
res2 = res2+load5*load3;
res3 = res3-load4*load3;
load6 = ptrbb[4*0+2];
res4 = res4+load0*load6;
res5 = res5+load2*load6;
load7 = ptrbb[4*0+3];
res4 = res4+load2*load7;
res5 = res5-load0*load7;
res6 = res6+load4*load6;
res7 = res7+load5*load6;
res6 = res6+load5*load7;
res7 = res7-load4*load7;
#endif
#if defined(RN) || defined(RT) || defined(CN) || defined(CT)
load0 = ptrba[4*0+0];
load1 = ptrbb[4*0+0];
res0 = res0+load0*load1;
load2 = ptrba[4*0+1];
res1 = res1-load2*load1;
load3 = ptrbb[4*0+1];
res0 = res0+load2*load3;
res1 = res1+load0*load3;
load4 = ptrba[4*0+2];
res2 = res2+load4*load1;
load5 = ptrba[4*0+3];
res3 = res3-load5*load1;
res2 = res2+load5*load3;
res3 = res3+load4*load3;
load6 = ptrbb[4*0+2];
res4 = res4+load0*load6;
res5 = res5-load2*load6;
load7 = ptrbb[4*0+3];
res4 = res4+load2*load7;
res5 = res5+load0*load7;
res6 = res6+load4*load6;
res7 = res7-load5*load6;
res6 = res6+load5*load7;
res7 = res7+load4*load7;
#endif
#if defined(RR) || defined(RC) || defined(CR) || defined(CC)
load0 = ptrba[4*0+0];
load1 = ptrbb[4*0+0];
res0 = res0+load0*load1;
load2 = ptrba[4*0+1];
res1 = res1-load2*load1;
load3 = ptrbb[4*0+1];
res0 = res0-load2*load3;
res1 = res1-load0*load3;
load4 = ptrba[4*0+2];
res2 = res2+load4*load1;
load5 = ptrba[4*0+3];
res3 = res3-load5*load1;
res2 = res2-load5*load3;
res3 = res3-load4*load3;
load6 = ptrbb[4*0+2];
res4 = res4+load0*load6;
res5 = res5-load2*load6;
load7 = ptrbb[4*0+3];
res4 = res4-load2*load7;
res5 = res5-load0*load7;
res6 = res6+load4*load6;
res7 = res7-load5*load6;
res6 = res6-load5*load7;
res7 = res7-load4*load7;
#endif
ptrba = ptrba+4;
ptrbb = ptrbb+4;
}
load0 = res0*alphar-res1*alphai;
load1 = res1*alphar+res0*alphai;
C0[0] = load0;
C0[1] = load1;

load2 = res2*alphar-res3*alphai;
load3 = res3*alphar+res2*alphai;
C0[2] = load2;
C0[3] = load3;

load4 = res4*alphar-res5*alphai;
load5 = res5*alphar+res4*alphai;
C1[0] = load4;
C1[1] = load5;

load6 = res6*alphar-res7*alphai;
load7 = res7*alphar+res6*alphai;
C1[2] = load6;
C1[3] = load7;
#if ( defined(LEFT) && defined(TRANSA)) || \
(!defined(LEFT) && !defined(TRANSA))
temp = bk - off;
#ifdef LEFT
temp -= 2;
#else
temp -= 2;
#endif
ptrba += temp*2*2;
ptrbb += temp*2*2;
#endif
#ifdef LEFT
off += 2;
#endif

C0 = C0+4;
C1 = C1+4;
}
for (i=0; i<(bm&1); i+=1)
{
#if (defined(LEFT) && defined(TRANSA)) || (!defined(LEFT) && !defined(TRANSA))
ptrbb = bb;
#else
ptrba += off*2;
ptrbb = bb + off*2*2;
#endif
res0 = 0;
res1 = 0;
res2 = 0;
res3 = 0;
#if (defined(LEFT) && !defined(TRANSA)) || (!defined(LEFT) && defined(TRANSA))
temp = bk - off;
#elif defined(LEFT)
temp = off+1;
#else
temp = off+2;
#endif
for (k=0; k<temp; k+=1)
{
#if defined(NN) || defined(NT) || defined(TN) || defined(TT)
load0 = ptrba[2*0+0];
load1 = ptrbb[4*0+0];
res0 = res0+load0*load1;
load2 = ptrba[2*0+1];
res1 = res1+load2*load1;
load3 = ptrbb[4*0+1];
res0 = res0-load2*load3;
res1 = res1+load0*load3;
load4 = ptrbb[4*0+2];
res2 = res2+load0*load4;
res3 = res3+load2*load4;
load5 = ptrbb[4*0+3];
res2 = res2-load2*load5;
res3 = res3+load0*load5;
#endif
#if defined(NR) || defined(NC) || defined(TR) || defined(TC)
load0 = ptrba[2*0+0];
load1 = ptrbb[4*0+0];
res0 = res0+load0*load1;
load2 = ptrba[2*0+1];
res1 = res1+load2*load1;
load3 = ptrbb[4*0+1];
res0 = res0+load2*load3;
res1 = res1-load0*load3;
load4 = ptrbb[4*0+2];
res2 = res2+load0*load4;
res3 = res3+load2*load4;
load5 = ptrbb[4*0+3];
res2 = res2+load2*load5;
res3 = res3-load0*load5;
#endif
#if defined(RN) || defined(RT) || defined(CN) || defined(CT)
load0 = ptrba[2*0+0];
load1 = ptrbb[4*0+0];
res0 = res0+load0*load1;
load2 = ptrba[2*0+1];
res1 = res1-load2*load1;
load3 = ptrbb[4*0+1];
res0 = res0+load2*load3;
res1 = res1+load0*load3;
load4 = ptrbb[4*0+2];
res2 = res2+load0*load4;
res3 = res3-load2*load4;
load5 = ptrbb[4*0+3];
res2 = res2+load2*load5;
res3 = res3+load0*load5;
#endif
#if defined(RR) || defined(RC) || defined(CR) || defined(CC)
load0 = ptrba[2*0+0];
load1 = ptrbb[4*0+0];
res0 = res0+load0*load1;
load2 = ptrba[2*0+1];
res1 = res1-load2*load1;
load3 = ptrbb[4*0+1];
res0 = res0-load2*load3;
res1 = res1-load0*load3;
load4 = ptrbb[4*0+2];
res2 = res2+load0*load4;
res3 = res3-load2*load4;
load5 = ptrbb[4*0+3];
res2 = res2-load2*load5;
res3 = res3-load0*load5;
#endif
ptrba = ptrba+2;
ptrbb = ptrbb+4;
}
load0 = res0*alphar-res1*alphai;
load1 = res1*alphar+res0*alphai;
C0[0] = load0;
C0[1] = load1;

load2 = res2*alphar-res3*alphai;
load3 = res3*alphar+res2*alphai;
C1[0] = load2;
C1[1] = load3;
#if ( defined(LEFT) && defined(TRANSA)) || \
(!defined(LEFT) && !defined(TRANSA))
temp = bk - off;
#ifdef LEFT
temp -= 1;
#else
temp -= 2;
#endif
ptrba += temp*2;
ptrbb += temp*2*2;
#endif
#ifdef LEFT
off += 1;
#endif
C0 = C0+2;
C1 = C1+2;
}
#if defined(TRMMKERNEL) && !defined(LEFT)
off += 2;
#endif
k = (bk<<2);
bb = bb+k;
i = (ldc<<2);
C = C+i;
}
for (j=0; j<(bn&1); j+=1)
{
C0 = C;
#if defined(TRMMKERNEL) && defined(LEFT)
off = offset;
#endif
ptrba = ba;
for (i=0; i<bm/2; i+=1)
{
#if (defined(LEFT) && defined(TRANSA)) || (!defined(LEFT) && !defined(TRANSA))
ptrbb = bb;
#else
ptrba += off*2*2;
ptrbb = bb+off*2;
#endif
res0 = 0;
res1 = 0;
res2 = 0;
res3 = 0;
#if (defined(LEFT) && !defined(TRANSA)) || (!defined(LEFT) && defined(TRANSA))
temp = bk - off;
#elif defined(LEFT)
temp = off + 2;
#else
temp = off + 1;
#endif
for (k=0; k<temp; k+=1)
{
#if defined(NN) || defined(NT) || defined(TN) || defined(TT)
load0 = ptrba[4*0+0];
load1 = ptrbb[2*0+0];
res0 = res0+load0*load1;
load2 = ptrba[4*0+1];
res1 = res1+load2*load1;
load3 = ptrbb[2*0+1];
res0 = res0-load2*load3;
res1 = res1+load0*load3;
load4 = ptrba[4*0+2];
res2 = res2+load4*load1;
load5 = ptrba[4*0+3];
res3 = res3+load5*load1;
res2 = res2-load5*load3;
res3 = res3+load4*load3;
#endif
#if defined(NR) || defined(NC) || defined(TR) || defined(TC)
load0 = ptrba[4*0+0];
load1 = ptrbb[2*0+0];
res0 = res0+load0*load1;
load2 = ptrba[4*0+1];
res1 = res1+load2*load1;
load3 = ptrbb[2*0+1];
res0 = res0+load2*load3;
res1 = res1-load0*load3;
load4 = ptrba[4*0+2];
res2 = res2+load4*load1;
load5 = ptrba[4*0+3];
res3 = res3+load5*load1;
res2 = res2+load5*load3;
res3 = res3-load4*load3;
#endif
#if defined(RN) || defined(RT) || defined(CN) || defined(CT)
load0 = ptrba[4*0+0];
load1 = ptrbb[2*0+0];
res0 = res0+load0*load1;
load2 = ptrba[4*0+1];
res1 = res1-load2*load1;
load3 = ptrbb[2*0+1];
res0 = res0+load2*load3;
res1 = res1+load0*load3;
load4 = ptrba[4*0+2];
res2 = res2+load4*load1;
load5 = ptrba[4*0+3];
res3 = res3-load5*load1;
res2 = res2+load5*load3;
res3 = res3+load4*load3;
#endif
#if defined(RR) || defined(RC) || defined(CR) || defined(CC)
load0 = ptrba[4*0+0];
load1 = ptrbb[2*0+0];
res0 = res0+load0*load1;
load2 = ptrba[4*0+1];
res1 = res1-load2*load1;
load3 = ptrbb[2*0+1];
res0 = res0-load2*load3;
res1 = res1-load0*load3;
load4 = ptrba[4*0+2];
res2 = res2+load4*load1;
load5 = ptrba[4*0+3];
res3 = res3-load5*load1;
res2 = res2-load5*load3;
res3 = res3-load4*load3;
#endif
ptrba = ptrba+4;
ptrbb = ptrbb+2;
}
load0 = res0*alphar-res1*alphai;
load1 = res1*alphar+res0*alphai;
C0[0] = load0;
C0[1] = load1;

load2 = res2*alphar-res3*alphai;
load3 = res3*alphar+res2*alphai;
C0[2] = load2;
C0[3] = load3;
#if ( defined(LEFT) && defined(TRANSA)) || \
(!defined(LEFT) && !defined(TRANSA))
temp = bk-off;
#ifdef LEFT
temp -= 2;
#else
temp -= 1;
#endif
ptrba += temp*2*2;
ptrbb += temp*2;
#endif
#ifdef LEFT
off += 2;
#endif
C0 = C0+4;
}
for (i=0; i<(bm&1); i+=1)
{
#if (defined(LEFT) && defined(TRANSA)) || (!defined(LEFT) && !defined(TRANSA))
ptrbb = bb;
#else
ptrba += off*2;
ptrbb = bb + off*2;
#endif
res0 = 0;
res1 = 0;
#if (defined(LEFT) && !defined(TRANSA)) || (!defined(LEFT) && defined(TRANSA))
temp = bk-off;
#elif defined(LEFT)
temp = off + 1;
#else
temp = off + 1;
#endif
for (k=0; k<temp; k+=1)
{
#if defined(NN) || defined(NT) || defined(TN) || defined(TT)
load0 = ptrba[2*0+0];
load1 = ptrbb[2*0+0];
res0 = res0+load0*load1;
load2 = ptrba[2*0+1];
res1 = res1+load2*load1;
load3 = ptrbb[2*0+1];
res0 = res0-load2*load3;
res1 = res1+load0*load3;
#endif
#if defined(NR) || defined(NC) || defined(TR) || defined(TC)
load0 = ptrba[2*0+0];
load1 = ptrbb[2*0+0];
res0 = res0+load0*load1;
load2 = ptrba[2*0+1];
res1 = res1+load2*load1;
load3 = ptrbb[2*0+1];
res0 = res0+load2*load3;
res1 = res1-load0*load3;
#endif
#if defined(RN) || defined(RT) || defined(CN) || defined(CT)
load0 = ptrba[2*0+0];
load1 = ptrbb[2*0+0];
res0 = res0+load0*load1;
load2 = ptrba[2*0+1];
res1 = res1-load2*load1;
load3 = ptrbb[2*0+1];
res0 = res0+load2*load3;
res1 = res1+load0*load3;
#endif
#if defined(RR) || defined(RC) || defined(CR) || defined(CC)
load0 = ptrba[2*0+0];
load1 = ptrbb[2*0+0];
res0 = res0+load0*load1;
load2 = ptrba[2*0+1];
res1 = res1-load2*load1;
load3 = ptrbb[2*0+1];
res0 = res0-load2*load3;
res1 = res1-load0*load3;
#endif
ptrba = ptrba+2;
ptrbb = ptrbb+2;
}
load0 = res0*alphar-res1*alphai;
load1 = res1*alphar+res0*alphai;
C0[0] = load0;
C0[1] = load1;
#if ( defined(LEFT) && defined(TRANSA)) || \
(!defined(LEFT) && !defined(TRANSA))
temp = bk - off;
#ifdef LEFT
temp -= 1;
#else
temp -= 1;
#endif
ptrba += temp*2;
ptrbb += temp*2;
#endif
#ifdef LEFT
off += 1;
#endif
C0 = C0+2;
}
k = (bk<<1);
bb = bb+k;
i = (ldc<<1);
C = C+i;
}
return 0;
}

+ 22
- 0
kernel/mips64/KERNEL View File

@@ -123,15 +123,37 @@ ifndef DTRSMKERNEL_RT
DTRSMKERNEL_RT = trsm_kernel_RT.S
endif

ifndef CTRSMKERNEL_LN
CTRSMKERNEL_LN = ztrsm_kernel_LT.S
endif

ifndef CTRSMKERNEL_LT
CTRSMKERNEL_LT = ztrsm_kernel_LT.S
endif

ifndef CTRSMKERNEL_RN
CTRSMKERNEL_RN = ztrsm_kernel_LT.S
endif

ifndef CTRSMKERNEL_RT
CTRSMKERNEL_RT = ztrsm_kernel_RT.S
endif

ifndef ZTRSMKERNEL_LN
ZTRSMKERNEL_LN = ztrsm_kernel_LT.S
endif

ifndef ZTRSMKERNEL_LT
ZTRSMKERNEL_LT = ztrsm_kernel_LT.S
endif

ifndef ZTRSMKERNEL_RN
ZTRSMKERNEL_RN = ztrsm_kernel_LT.S
endif

ifndef ZTRSMKERNEL_RT
ZTRSMKERNEL_RT = ztrsm_kernel_RT.S
endif

CGEMM3MKERNEL = zgemm3m_kernel.S
ZGEMM3MKERNEL = zgemm3m_kernel.S

+ 48
- 4
kernel/mips64/KERNEL.LOONGSON3A View File

@@ -1,18 +1,48 @@
SAXPYKERNEL=axpy_loongson3a.S
DAXPYKERNEL=daxpy_loongson3a_simd.S

SGEMMKERNEL = sgemm_kernel_loongson3a.S
SGEMMONCOPY = ../generic/gemm_ncopy_4.c
SGEMMOTCOPY = ../generic/gemm_tcopy_4.c
SGEMVNKERNEL = gemv_n_loongson3a.c
SGEMVTKERNEL = gemv_t_loongson3a.c
DGEMVNKERNEL = gemv_n_loongson3a.c
DGEMVTKERNEL = gemv_t_loongson3a.c
CGEMVNKERNEL = zgemv_n_loongson3a.c
CGEMVTKERNEL = zgemv_t_loongson3a.c
ZGEMVNKERNEL = zgemv_n_loongson3a.c
ZGEMVTKERNEL = zgemv_t_loongson3a.c


SGEMMKERNEL = sgemm_kernel_8x4_ps.S
SGEMMINCOPY = ../generic/gemm_ncopy_8.c
SGEMMITCOPY = ../generic/gemm_tcopy_8.c
SGEMMONCOPY = ../generic/gemm_ncopy_4.c
SGEMMOTCOPY = ../generic/gemm_tcopy_4.c
SGEMMINCOPYOBJ = sgemm_incopy.o
SGEMMITCOPYOBJ = sgemm_itcopy.o
SGEMMONCOPYOBJ = sgemm_oncopy.o
SGEMMOTCOPYOBJ = sgemm_otcopy.o

DGEMMKERNEL = gemm_kernel_loongson3a.S
DGEMMKERNEL = dgemm_kernel_loongson3a_4x4.S
DGEMMONCOPY = ../generic/gemm_ncopy_4.c
DGEMMOTCOPY = ../generic/gemm_tcopy_4.c
DGEMMONCOPYOBJ = dgemm_oncopy.o
DGEMMOTCOPYOBJ = dgemm_otcopy.o

CGEMMKERNEL = cgemm_kernel_loongson3a_4x2_ps.S
CGEMMINCOPY = ../generic/zgemm_ncopy_4.c
CGEMMITCOPY = ../generic/zgemm_tcopy_4.c
CGEMMONCOPY = ../generic/zgemm_ncopy_2.c
CGEMMOTCOPY = ../generic/zgemm_tcopy_2.c
CGEMMINCOPYOBJ = cgemm_incopy.o
CGEMMITCOPYOBJ = cgemm_itcopy.o
CGEMMONCOPYOBJ = cgemm_oncopy.o
CGEMMOTCOPYOBJ = cgemm_otcopy.o

ZGEMMKERNEL = zgemm_kernel_loongson3a_2x2.S
ZGEMMONCOPY = ../generic/zgemm_ncopy_2.c
ZGEMMOTCOPY = ../generic/zgemm_tcopy_2.c
ZGEMMONCOPYOBJ = zgemm_oncopy.o
ZGEMMOTCOPYOBJ = zgemm_otcopy.o

STRSMKERNEL_LN = ../generic/trsm_kernel_LN.c
STRSMKERNEL_LT = ../generic/trsm_kernel_LT.c
STRSMKERNEL_RN = ../generic/trsm_kernel_RN.c
@@ -22,3 +52,17 @@ DTRSMKERNEL_LN = ../generic/trsm_kernel_LN.c
DTRSMKERNEL_LT = ../generic/trsm_kernel_LT.c
DTRSMKERNEL_RN = ../generic/trsm_kernel_RN.c
DTRSMKERNEL_RT = ../generic/trsm_kernel_RT.c

CTRSMKERNEL_LN = ../generic/trsm_kernel_LN.c
CTRSMKERNEL_LT = ../generic/trsm_kernel_LT.c
CTRSMKERNEL_RN = ../generic/trsm_kernel_RN.c
CTRSMKERNEL_RT = ../generic/trsm_kernel_RT.c

ZTRSMKERNEL_LN = ../generic/trsm_kernel_LN.c
ZTRSMKERNEL_LT = ../generic/trsm_kernel_LT.c
ZTRSMKERNEL_RN = ../generic/trsm_kernel_RN.c
ZTRSMKERNEL_RT = ../generic/trsm_kernel_RT.c





+ 64
- 0
kernel/mips64/KERNEL.LOONGSON3B View File

@@ -0,0 +1,64 @@
SAXPYKERNEL=axpy_loongson3a.S
DAXPYKERNEL=daxpy_loongson3a_simd.S

SGEMVNKERNEL = gemv_n_loongson3a.c
SGEMVTKERNEL = gemv_t_loongson3a.c
DGEMVNKERNEL = gemv_n_loongson3a.c
DGEMVTKERNEL = gemv_t_loongson3a.c
CGEMVNKERNEL = zgemv_n_loongson3a.c
CGEMVTKERNEL = zgemv_t_loongson3a.c
ZGEMVNKERNEL = zgemv_n_loongson3a.c
ZGEMVTKERNEL = zgemv_t_loongson3a.c

STRMMKERNEL = ../generic/trmmkernel_2x2.c
DTRMMKERNEL = ../generic/trmmkernel_2x2.c
CTRMMKERNEL = ../generic/ztrmmkernel_2x2.c
ZTRMMKERNEL = ../generic/ztrmmkernel_2x2.c

SGEMMKERNEL = ../generic/gemmkernel_2x2.c
SGEMMONCOPY = ../generic/gemm_ncopy_2.c
SGEMMOTCOPY = ../generic/gemm_tcopy_2.c
SGEMMONCOPYOBJ = sgemm_oncopy.o
SGEMMOTCOPYOBJ = sgemm_otcopy.o

DGEMMKERNEL = ../generic/gemmkernel_2x2.c
DGEMMONCOPY = ../generic/gemm_ncopy_2.c
DGEMMOTCOPY = ../generic/gemm_tcopy_2.c
DGEMMONCOPYOBJ = dgemm_oncopy.o
DGEMMOTCOPYOBJ = dgemm_otcopy.o

CGEMMKERNEL = ../generic/zgemmkernel_2x2.c
CGEMMONCOPY = ../generic/zgemm_ncopy_2.c
CGEMMOTCOPY = ../generic/zgemm_tcopy_2.c
CGEMMONCOPYOBJ = cgemm_oncopy.o
CGEMMOTCOPYOBJ = cgemm_otcopy.o

ZGEMMKERNEL = ../generic/zgemmkernel_2x2.c
ZGEMMONCOPY = ../generic/zgemm_ncopy_2.c
ZGEMMOTCOPY = ../generic/zgemm_tcopy_2.c
ZGEMMONCOPYOBJ = zgemm_oncopy.o
ZGEMMOTCOPYOBJ = zgemm_otcopy.o

STRSMKERNEL_LN = ../generic/trsm_kernel_LN.c
STRSMKERNEL_LT = ../generic/trsm_kernel_LT.c
STRSMKERNEL_RN = ../generic/trsm_kernel_RN.c
STRSMKERNEL_RT = ../generic/trsm_kernel_RT.c

DTRSMKERNEL_LN = ../generic/trsm_kernel_LN.c
DTRSMKERNEL_LT = ../generic/trsm_kernel_LT.c
DTRSMKERNEL_RN = ../generic/trsm_kernel_RN.c
DTRSMKERNEL_RT = ../generic/trsm_kernel_RT.c

CTRSMKERNEL_LN = ../generic/trsm_kernel_LN.c
CTRSMKERNEL_LT = ../generic/trsm_kernel_LT.c
CTRSMKERNEL_RN = ../generic/trsm_kernel_RN.c
CTRSMKERNEL_RT = ../generic/trsm_kernel_RT.c

ZTRSMKERNEL_LN = ../generic/trsm_kernel_LN.c
ZTRSMKERNEL_LT = ../generic/trsm_kernel_LT.c
ZTRSMKERNEL_RN = ../generic/trsm_kernel_RN.c
ZTRSMKERNEL_RT = ../generic/trsm_kernel_RT.c





+ 1468
- 0
kernel/mips64/cgemm_kernel_loongson3a_2x2.S
File diff suppressed because it is too large
View File


+ 4026
- 0
kernel/mips64/cgemm_kernel_loongson3a_4x2_ps.S
File diff suppressed because it is too large
View File


+ 1468
- 0
kernel/mips64/cgemm_kernel_loongson3b_2x2.S
File diff suppressed because it is too large
View File


kernel/mips64/gemm_kernel_loongson3a.S → kernel/mips64/dgemm_kernel_loongson3a_4x4.S View File


kernel/mips64/sgemm_kernel_loongson3a.S → kernel/mips64/dgemm_kernel_loongson3b_4x4.S View File


+ 101
- 0
kernel/mips64/gemv_n_loongson3a.c View File

@@ -0,0 +1,101 @@
#include "common.h"

//These are auto-tuning codes on Loongson-3A platform.

//#define prefetch(x) __builtin_prefetch(x)
//#define prefetch(x) do {_mm_prefetch((char *)(x), _MM_HINT_T0);} while(0)
#define prefetch(x) __asm__ __volatile__("ld $0, %0"::"m"(x))
#define likely(x) __builtin_expect(!!(x), 1)
#define unlikely(x) __builtin_expect(!!(x), 0)

#define spec_loop_alpha1 do {Y[i] += A[LDA * j + i] * X[k]; i++;} while(0)
#define spec_loop do {Y[i] += ALPHA * A[LDA * j + i] * X[k]; i++;} while(0)
#define norm_loop_alpha1 do {Y[h] += A[LDA * j + i] * X[k]; i++; h += INCY;} while(0)
#define norm_loop do {Y[h] += ALPHA * A[LDA * j + i] * X[k]; i++; h += INCY;} while(0)

int CNAME(BLASLONG M, BLASLONG N, BLASLONG UNUSED, FLOAT ALPHA, FLOAT *A, BLASLONG LDA, FLOAT *X, BLASLONG INCX, FLOAT *Y, BLASLONG INCY, FLOAT *BUFFER)
{

BLASLONG kx=0, ky=0;
if(!ALPHA)
return 0;

//if(INCX < 0)
// kx = (1-N) * INCX;
// INCX = -INCX;
//if(INCY < 0)
// ky = (1-M) * INCY;
// INCY = -INCY;

BLASLONG fahead = 30;
BLASLONG spec_unroll = 4;
BLASLONG tMQ = M - M % spec_unroll;
BLASLONG j = 0, k = 0;

if(ALPHA == 1) {
if(INCY == 1) {
for(k=kx; likely(j < N); j++, k += INCX) {
BLASLONG i = 0;
for(; likely(i < tMQ);) {
prefetch(A[LDA * j + i + fahead]);
prefetch(Y[i + fahead]);
/*loop_mark*/ spec_loop_alpha1;
/*loop_mark*/ spec_loop_alpha1;
/*loop_mark*/ spec_loop_alpha1;
/*loop_mark*/ spec_loop_alpha1;
}
for(; likely(i < M);) {
spec_loop_alpha1;
}
}
} else {
for(k=kx; likely(j < N); j++, k += INCX) {
BLASLONG i = 0, h = ky;
for(; likely(i < tMQ);) {
prefetch(A[LDA * j + i + fahead]);
prefetch(Y[h + fahead]);
/*loop_mark*/ norm_loop_alpha1;
/*loop_mark*/ norm_loop_alpha1;
/*loop_mark*/ norm_loop_alpha1;
/*loop_mark*/ norm_loop_alpha1;
}
for(; likely(i < M);) {
norm_loop_alpha1;
}
}
}
} else {
if(INCY == 1) {
for(k=kx; likely(j < N); j++, k += INCX) {
BLASLONG i = 0;
for(; likely(i < tMQ);) {
prefetch(A[LDA * j + i + fahead]);
prefetch(Y[i + fahead]);
/*loop_mark*/ spec_loop;
/*loop_mark*/ spec_loop;
/*loop_mark*/ spec_loop;
/*loop_mark*/ spec_loop;
}
for(; likely(i < M);) {
spec_loop;
}
}
} else {
for(k=kx; likely(j < N); j++, k += INCX) {
BLASLONG i = 0, h = ky;
for(; likely(i < tMQ);) {
prefetch(A[LDA * j + i + fahead]);
prefetch(Y[h + fahead]);
/*loop_mark*/ norm_loop;
/*loop_mark*/ norm_loop;
/*loop_mark*/ norm_loop;
/*loop_mark*/ norm_loop;
}
for(; likely(i < M);) {
norm_loop;
}
}
}
}
return 0;
}

+ 93
- 0
kernel/mips64/gemv_t_loongson3a.c View File

@@ -0,0 +1,93 @@
#include "common.h"

//These are auto-tuning codes on Loongson-3A platform.

//#define prefetch(x) __builtin_prefetch(x)
//#define prefetch(x) do {_mm_prefetch((char *)(x), _MM_HINT_T0);} while(0)
#define prefetch(x) __asm__ __volatile__("ld $0, %0"::"m"(x))
#define likely(x) __builtin_expect(!!(x), 1)
#define unlikely(x) __builtin_expect(!!(x), 0)

#define spec_loop_alpha1 do {Y[k] += A[LDA * j + i] * X[i]; i++;} while(0)
#define spec_loop do {Y[k] += ALPHA * A[LDA * j + i] * X[i]; i++;} while(0)
#define norm_loop_alpha1 do {Y[k] += A[LDA * j + i] * X[h]; i++; h += INCX;} while(0)
#define norm_loop do {Y[k] += ALPHA * A[LDA * j + i] * X[h]; i++; h += INCX;} while(0)

int CNAME(BLASLONG M, BLASLONG N, BLASLONG UNUSED, FLOAT ALPHA, FLOAT *A, BLASLONG LDA, FLOAT *X, BLASLONG INCX, FLOAT *Y, BLASLONG INCY, FLOAT *BUFFER) {

if(!ALPHA)
return 0;

// if(INCX < 0)
// INCX = -INCX;
// if(INCY < 0)
// INCY = -INCY;

BLASLONG fahead = 30;
BLASLONG spec_unroll = 3;
BLASLONG tMQ = M - M % spec_unroll;
BLASLONG j = 0, k = 0;

if(ALPHA == 1) {
if(INCX == 1) {
for(; likely(j < N); j++, k += INCY) {
BLASLONG i = 0;
for(; likely(i < tMQ);) {
prefetch(A[LDA * j + i + fahead]);
prefetch(X[i + fahead]);
/*loop_mark*/ spec_loop_alpha1;
/*loop_mark*/ spec_loop_alpha1;
/*loop_mark*/ spec_loop_alpha1;
}
for(; likely(i < M);) {
spec_loop_alpha1;
}
}
} else {
for(; likely(j < N); j++, k += INCY) {
BLASLONG i = 0, h = 0;
for(; likely(i < tMQ);) {
prefetch(A[LDA * j + i + fahead]);
prefetch(X[h + fahead]);
/*loop_mark*/ norm_loop_alpha1;
/*loop_mark*/ norm_loop_alpha1;
/*loop_mark*/ norm_loop_alpha1;
}
for(; likely(i < M);) {
norm_loop_alpha1;
}
}
}
} else {
if(INCX == 1) {
for(; likely(j < N); j++, k += INCY) {
BLASLONG i = 0;
for(; likely(i < tMQ);) {
prefetch(A[LDA * j + i + fahead]);
prefetch(X[i + fahead]);
/*loop_mark*/ spec_loop;
/*loop_mark*/ spec_loop;
/*loop_mark*/ spec_loop;
}
for(; likely(i < M);) {
spec_loop;
}
}
} else {
for(; likely(j < N); j++, k += INCY) {
BLASLONG i = 0, h = 0;
for(; likely(i < tMQ);) {
prefetch(A[LDA * j + i + fahead]);
prefetch(X[h + fahead]);
/*loop_mark*/ norm_loop;
/*loop_mark*/ norm_loop;
/*loop_mark*/ norm_loop;
}
for(; likely(i < M);) {
norm_loop;
}
}
}
}
return 0;
}

+ 7797
- 0
kernel/mips64/sgemm_kernel_8x4_ps.S
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+ 2579
- 0
kernel/mips64/sgemm_kernel_loongson3a_4x4.S
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+ 2579
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kernel/mips64/sgemm_kernel_loongson3b_4x4.S
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+ 1355
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kernel/mips64/zgemm_kernel_loongson3a_2x2.S
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+ 1468
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kernel/mips64/zgemm_kernel_loongson3b_2x2.S
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+ 139
- 0
kernel/mips64/zgemv_n_loongson3a.c View File

@@ -0,0 +1,139 @@
#include "common.h"

//typedef int BLASLONG;
//typedef double FLOAT;

#define prefetch(x) __asm__ __volatile__("ld $0, %0"::"m"(x))
#define likely(x) __builtin_expect(!!(x), 1)
#define unlikely(x) __builtin_expect(!!(x), 0)

#if !defined(CONJ) && !defined(XCONJ)
#define spec_loop_alpha1 spec_loop_alpha1_0
#define spec_loop spec_loop_0
#define norm_loop_alpha1 norm_loop_alpha1_0
#define norm_loop norm_loop_0
#endif

#if defined(CONJ) && !defined(XCONJ)
#define spec_loop_alpha1 spec_loop_alpha1_1
#define spec_loop spec_loop_1
#define norm_loop_alpha1 norm_loop_alpha1_1
#define norm_loop norm_loop_1
#endif

#if !defined(CONJ) && defined(XCONJ)
#define spec_loop_alpha1 spec_loop_alpha1_2
#define spec_loop spec_loop_2
#define norm_loop_alpha1 norm_loop_alpha1_2
#define norm_loop norm_loop_2
#endif

#if defined(CONJ) && defined(XCONJ)
#define spec_loop_alpha1 spec_loop_alpha1_3
#define spec_loop spec_loop_3
#define norm_loop_alpha1 norm_loop_alpha1_3
#define norm_loop norm_loop_3
#endif

#define spec_loop_alpha1_0 do {Y[ii] += A[jj + ii] * X[k]; Y[ii + 1] += A[jj + ii + 1] * X[k]; Y[ii + 1] += A[jj + ii] * X[k + 1]; Y[ii] -= A[jj + ii + 1] * X[k + 1]; ii += 2;} while(0)

#define spec_loop_alpha1_1 do {Y[ii] += A[jj + ii] * X[k]; Y[ii + 1] -= A[jj + ii + 1] * X[k]; Y[ii + 1] += A[jj + ii] * X[k + 1]; Y[ii] += A[jj + ii + 1] * X[k + 1]; ii += 2;} while(0)

#define spec_loop_alpha1_2 do {Y[ii] += A[jj + ii] * X[k]; Y[ii + 1] += A[jj + ii + 1] * X[k]; Y[ii + 1] -= A[jj + ii] * X[k + 1]; Y[ii] += A[jj + ii + 1] * X[k + 1]; ii += 2;} while(0)

#define spec_loop_alpha1_3 do {Y[ii] += A[jj + ii] * X[k]; Y[ii + 1] -= A[jj + ii + 1] * X[k]; Y[ii + 1] -= A[jj + ii] * X[k + 1]; Y[ii] -= A[jj + ii + 1] * X[k + 1]; ii += 2;} while(0)

#define spec_loop_0 do {rTmp = A[jj + ii] * X[k] - A[jj + ii + 1] * X[k + 1]; iTmp = A[jj + ii] * X[k + 1] + A[jj + ii + 1] * X[k]; Y[ii] += rTmp * rALPHA - iTmp * iALPHA; Y[ii + 1] += rTmp * iALPHA + iTmp * rALPHA; ii += 2;} while(0)

#define spec_loop_1 do {rTmp = A[jj + ii] * X[k] + A[jj + ii + 1] * X[k + 1]; iTmp = A[jj + ii] * X[k + 1] - A[jj + ii + 1] * X[k]; Y[ii] += rTmp * rALPHA - iTmp * iALPHA; Y[ii + 1] += rTmp * iALPHA + iTmp * rALPHA; ii += 2;} while(0)

#define spec_loop_2 do {rTmp = A[jj + ii] * X[k] + A[jj + ii + 1] * X[k + 1]; iTmp = -A[jj + ii] * X[k + 1] + A[jj + ii + 1] * X[k]; Y[ii] += rTmp * rALPHA - iTmp * iALPHA; Y[ii + 1] += rTmp * iALPHA + iTmp * rALPHA; ii += 2;} while(0)

#define spec_loop_3 do {rTmp = A[jj + ii] * X[k] - A[jj + ii + 1] * X[k + 1]; iTmp = -A[jj + ii] * X[k + 1] - A[jj + ii + 1] * X[k]; Y[ii] += rTmp * rALPHA - iTmp * iALPHA; Y[ii + 1] += rTmp * iALPHA + iTmp * rALPHA; ii += 2;} while(0)

#define norm_loop_alpha1_0 do {Y[iii] += A[jj + ii] * X[k] - A[jj + ii + 1] * X[k + 1]; Y[iii + 1] += A[jj + ii] * X[k + 1] + A[jj + ii + 1] * X[k]; ii += 2; iii += INCY * 2;} while(0)

#define norm_loop_alpha1_1 do {Y[iii] += A[jj + ii] * X[k] + A[jj + ii + 1] * X[k + 1]; Y[iii + 1] += A[jj + ii] * X[k + 1] - A[jj + ii + 1] * X[k]; ii += 2; iii += INCY * 2;} while(0)

#define norm_loop_alpha1_2 do {Y[iii] += A[jj + ii] * X[k] + A[jj + ii + 1] * X[k + 1]; Y[iii + 1] += -A[jj + ii] * X[k + 1] + A[jj + ii + 1] * X[k]; ii += 2; iii += INCY * 2;} while(0)

#define norm_loop_alpha1_3 do {Y[iii] += A[jj + ii] * X[k] - A[jj + ii + 1] * X[k + 1]; Y[iii + 1] += -A[jj + ii] * X[k + 1] - A[jj + ii + 1] * X[k]; ii += 2; iii += INCY * 2;} while(0)

#define norm_loop_0 do {rTmp = A[jj + ii] * X[k] - A[jj + ii + 1] * X[k + 1]; iTmp = A[jj + ii] * X[k + 1] + A[jj + ii + 1] * X[k]; Y[iii] += rTmp * rALPHA - iTmp * iALPHA; Y[iii + 1] += rTmp * iALPHA + iTmp * rALPHA; ii += 2; iii += INCY * 2;} while(0)

#define norm_loop_1 do {rTmp = A[jj + ii] * X[k] + A[jj + ii + 1] * X[k + 1]; iTmp = A[jj + ii] * X[k + 1] - A[jj + ii + 1] * X[k]; Y[iii] += rTmp * rALPHA - iTmp * iALPHA; Y[iii + 1] += rTmp * iALPHA + iTmp * rALPHA; ii += 2; iii += INCY * 2;} while(0)

#define norm_loop_2 do {rTmp = A[jj + ii] * X[k] + A[jj + ii + 1] * X[k + 1]; iTmp = -A[jj + ii] * X[k + 1] + A[jj + ii + 1] * X[k]; Y[iii] += rTmp * rALPHA - iTmp * iALPHA; Y[iii + 1] += rTmp * iALPHA + iTmp * rALPHA; ii += 2; iii += INCY * 2;} while(0)

#define norm_loop_3 do {rTmp = A[jj + ii] * X[k] - A[jj + ii + 1] * X[k + 1]; iTmp = -A[jj + ii] * X[k + 1] - A[jj + ii + 1] * X[k]; Y[iii] += rTmp * rALPHA - iTmp * iALPHA; Y[iii + 1] += rTmp * iALPHA + iTmp * rALPHA; ii += 2; iii += INCY * 2;} while(0)

int CNAME(BLASLONG M, BLASLONG N, BLASLONG UNUSED, FLOAT rALPHA, FLOAT iALPHA, FLOAT *A, BLASLONG LDA, FLOAT *X, BLASLONG INCX, FLOAT *Y, BLASLONG INCY, FLOAT *BUFFER) {

if(!rALPHA && iALPHA)
return 0;

BLASLONG fahead = 60;
BLASLONG spec_unroll = 2;
BLASLONG tMQ = M - M % spec_unroll;
BLASLONG j = 0, k = 0, jj = 0;

if(rALPHA == 1 && iALPHA == 0) {
if(INCY == 1) {
for(; likely(j < N); j++, k += INCX * 2, jj += LDA * 2) {
BLASLONG i = 0, ii = 0;
for(; likely(i < tMQ); i += spec_unroll) {
prefetch(A[jj + ii + fahead]);
prefetch(Y[ii + fahead]);
/*loop_mark*/ spec_loop_alpha1;
/*loop_mark*/ spec_loop_alpha1;
}
for(; likely(i < M); i++) {
spec_loop_alpha1;
}
}
} else {
for(; likely(j < N); j++, k += INCX * 2, jj += LDA * 2) {
BLASLONG i = 0, ii = 0, iii = 0;
for(; likely(i < tMQ); i += spec_unroll) {
prefetch(A[jj + ii + fahead]);
prefetch(Y[iii + fahead]);
/*loop_mark*/ norm_loop_alpha1;
/*loop_mark*/ norm_loop_alpha1;
}
for(; likely(i < M); i++) {
norm_loop_alpha1;
}
}
}
} else {
FLOAT rTmp, iTmp;
if(INCY == 1) {
for(; likely(j < N); j++, k += INCX * 2, jj += LDA * 2) {
BLASLONG i = 0, ii = 0;
for(; likely(i < tMQ); i += spec_unroll) {
prefetch(A[jj + ii + fahead]);
prefetch(Y[ii + fahead]);
/*loop_mark*/ spec_loop;
/*loop_mark*/ spec_loop;
}
for(; likely(i < M); i++) {
spec_loop;
}
}
} else {
for(; likely(j < N); j++, k += INCX * 2, jj += LDA * 2) {
BLASLONG i = 0, ii = 0, iii = 0;
for(; likely(i < tMQ); i += spec_unroll) {
prefetch(A[jj + ii + fahead]);
prefetch(Y[iii + fahead]);
/*loop_mark*/ norm_loop;
/*loop_mark*/ norm_loop;
}
for(; likely(i < M); i++) {
norm_loop;
}
}
}
}
return 0;
}

+ 125
- 0
kernel/mips64/zgemv_t_loongson3a.c View File

@@ -0,0 +1,125 @@
#include "common.h"

#define prefetch(x) __asm__ __volatile__("ld $0, %0"::"m"(x))
#define likely(x) __builtin_expect(!!(x), 1)
#define unlikely(x) __builtin_expect(!!(x), 0)

#if !defined(CONJ) && !defined(XCONJ)
#define spec_loop_alpha1 spec_loop_alpha1_0
#define spec_loop spec_loop_0
#define norm_loop_alpha1 norm_loop_alpha1_0
#define norm_loop norm_loop_0
#endif

#if defined(CONJ) && !defined(XCONJ)
#define spec_loop_alpha1 spec_loop_alpha1_1
#define spec_loop spec_loop_1
#define norm_loop_alpha1 norm_loop_alpha1_1
#define norm_loop norm_loop_1
#endif

#if !defined(CONJ) && defined(XCONJ)
#define spec_loop_alpha1 spec_loop_alpha1_2
#define spec_loop spec_loop_2
#define norm_loop_alpha1 norm_loop_alpha1_2
#define norm_loop norm_loop_2
#endif

#if defined(CONJ) && defined(XCONJ)
#define spec_loop_alpha1 spec_loop_alpha1_3
#define spec_loop spec_loop_3
#define norm_loop_alpha1 norm_loop_alpha1_3
#define norm_loop norm_loop_3
#endif


#define spec_loop_alpha1_0 do {Y[k] += A[jj + ii] * X[ii]; Y[k + 1] += A[jj + ii + 1] * X[ii]; Y[k + 1] += A[jj + ii] * X[ii + 1]; Y[k] -= A[jj + ii + 1] * X[ii + 1]; ii += 2;} while(0)
#define spec_loop_alpha1_1 do {Y[k] += A[jj + ii] * X[ii]; Y[k + 1] -= A[jj + ii + 1] * X[ii]; Y[k + 1] += A[jj + ii] * X[ii + 1]; Y[k] += A[jj + ii + 1] * X[ii + 1]; ii += 2;} while(0)
#define spec_loop_alpha1_2 do {Y[k] += A[jj + ii] * X[ii]; Y[k + 1] += A[jj + ii + 1] * X[ii]; Y[k + 1] -= A[jj + ii] * X[ii + 1]; Y[k] += A[jj + ii + 1] * X[ii + 1]; ii += 2;} while(0)
#define spec_loop_alpha1_3 do {Y[k] += A[jj + ii] * X[ii]; Y[k + 1] -= A[jj + ii + 1] * X[ii]; Y[k + 1] -= A[jj + ii] * X[ii + 1]; Y[k] -= A[jj + ii + 1] * X[ii + 1]; ii += 2;} while(0)

#define spec_loop_0 do {rTmp = A[jj + ii] * X[ii] - A[jj + ii + 1] * X[ii + 1]; iTmp = A[jj + ii] * X[ii + 1] + A[jj + ii + 1] * X[ii]; Y[k] += rTmp * rALPHA - iTmp * iALPHA; Y[k + 1] += rTmp * iALPHA + iTmp * rALPHA; ii += 2;} while(0)
#define spec_loop_1 do {rTmp = A[jj + ii] * X[ii] + A[jj + ii + 1] * X[ii + 1]; iTmp = A[jj + ii] * X[ii + 1] - A[jj + ii + 1] * X[ii]; Y[k] += rTmp * rALPHA - iTmp * iALPHA; Y[k + 1] += rTmp * iALPHA + iTmp * rALPHA; ii += 2;} while(0)
#define spec_loop_2 do {rTmp = A[jj + ii] * X[ii] + A[jj + ii + 1] * X[ii + 1]; iTmp = -A[jj + ii] * X[ii + 1] + A[jj + ii + 1] * X[ii]; Y[k] += rTmp * rALPHA - iTmp * iALPHA; Y[k + 1] += rTmp * iALPHA + iTmp * rALPHA; ii += 2;} while(0)
#define spec_loop_3 do {rTmp = A[jj + ii] * X[ii] - A[jj + ii + 1] * X[ii + 1]; iTmp = -A[jj + ii] * X[ii + 1] - A[jj + ii + 1] * X[ii]; Y[k] += rTmp * rALPHA - iTmp * iALPHA; Y[k + 1] += rTmp * iALPHA + iTmp * rALPHA; ii += 2;} while(0)

#define norm_loop_alpha1_0 do {Y[k] += A[jj + ii] * X[iii] - A[jj + ii + 1] * X[iii + 1]; Y[k + 1] += A[jj + ii] * X[iii + 1] + A[jj + ii + 1] * X[iii]; ii += 2; iii += INCX * 2;} while(0)
#define norm_loop_alpha1_1 do {Y[k] += A[jj + ii] * X[iii] + A[jj + ii + 1] * X[iii + 1]; Y[k + 1] += A[jj + ii] * X[iii + 1] - A[jj + ii + 1] * X[iii]; ii += 2; iii += INCX * 2;} while(0)
#define norm_loop_alpha1_2 do {Y[k] += A[jj + ii] * X[iii] + A[jj + ii + 1] * X[iii + 1]; Y[k + 1] += -A[jj + ii] * X[iii + 1] + A[jj + ii + 1] * X[iii]; ii += 2; iii += INCX * 2;} while(0)
#define norm_loop_alpha1_3 do {Y[k] += A[jj + ii] * X[iii] - A[jj + ii + 1] * X[iii + 1]; Y[k + 1] += -A[jj + ii] * X[iii + 1] - A[jj + ii + 1] * X[iii]; ii += 2; iii += INCX * 2;} while(0)

#define norm_loop_0 do {rTmp = A[jj + ii] * X[iii] - A[jj + ii + 1] * X[iii + 1]; iTmp = A[jj + ii] * X[iii + 1] + A[jj + ii + 1] * X[iii]; Y[k] += rTmp * rALPHA - iTmp * iALPHA; Y[k + 1] += rTmp * iALPHA + iTmp * rALPHA; ii += 2; iii += INCX * 2;} while(0)
#define norm_loop_1 do {rTmp = A[jj + ii] * X[iii] + A[jj + ii + 1] * X[iii + 1]; iTmp = A[jj + ii] * X[iii + 1] - A[jj + ii + 1] * X[iii]; Y[k] += rTmp * rALPHA - iTmp * iALPHA; Y[k + 1] += rTmp * iALPHA + iTmp * rALPHA; ii += 2; iii += INCX * 2;} while(0)
#define norm_loop_2 do {rTmp = A[jj + ii] * X[iii] + A[jj + ii + 1] * X[iii + 1]; iTmp = -A[jj + ii] * X[iii + 1] + A[jj + ii + 1] * X[iii]; Y[k] += rTmp * rALPHA - iTmp * iALPHA; Y[k + 1] += rTmp * iALPHA + iTmp * rALPHA; ii += 2; iii += INCX * 2;} while(0)
#define norm_loop_3 do {rTmp = A[jj + ii] * X[iii] - A[jj + ii + 1] * X[iii + 1]; iTmp = -A[jj + ii] * X[iii + 1] - A[jj + ii + 1] * X[iii]; Y[k] += rTmp * rALPHA - iTmp * iALPHA; Y[k + 1] += rTmp * iALPHA + iTmp * rALPHA; ii += 2; iii += INCX * 2;} while(0)

int CNAME(BLASLONG M, BLASLONG N, BLASLONG UNUSED, FLOAT rALPHA, FLOAT iALPHA, FLOAT *A, BLASLONG LDA, FLOAT *X, BLASLONG INCX, FLOAT *Y, BLASLONG INCY, FLOAT *BUFFER) {

if(!rALPHA && iALPHA)
return 0;

BLASLONG fahead = 30;
BLASLONG spec_unroll = 2;
BLASLONG tMQ = M - M % spec_unroll;
BLASLONG j = 0, k = 0, jj = 0;

if(rALPHA == 1 && iALPHA == 0) {
if(INCX == 1) {
for(; likely(j < N); j++, k += INCY * 2, jj += LDA * 2) {
BLASLONG i = 0, ii = 0;
for(; likely(i < tMQ); i += spec_unroll) {
prefetch(A[jj + ii + fahead]);
prefetch(X[ii + fahead]);
/*loop_mark*/ spec_loop_alpha1;
/*loop_mark*/ spec_loop_alpha1;
}
for(; likely(i < M); i++) {
spec_loop_alpha1;
}
}
} else {
for(; likely(j < N); j++, k += INCY * 2, jj += LDA * 2) {
BLASLONG i = 0, ii = 0, iii = 0;
for(; likely(i < tMQ); i += spec_unroll) {
prefetch(A[jj + ii + fahead]);
prefetch(X[iii + fahead]);
/*loop_mark*/ norm_loop_alpha1;
/*loop_mark*/ norm_loop_alpha1;
}
for(; likely(i < M); i++) {
norm_loop_alpha1;
}
}
}
} else {
FLOAT rTmp, iTmp;
if(INCX == 1) {
for(; likely(j < N); j++, k += INCY * 2, jj += LDA * 2) {
BLASLONG i = 0, ii = 0;
for(; likely(i < tMQ); i += spec_unroll) {
prefetch(A[jj + ii + fahead]);
prefetch(X[ii + fahead]);
/*loop_mark*/ spec_loop;
/*loop_mark*/ spec_loop;
}
for(; likely(i < M); i++) {
spec_loop;
}
}
} else {
for(; likely(j < N); j++, k += INCY * 2, jj += LDA * 2) {
BLASLONG i = 0, ii = 0, iii = 0;
for(; likely(i < tMQ); i += spec_unroll) {
prefetch(A[jj + ii + fahead]);
prefetch(X[iii + fahead]);
/*loop_mark*/ norm_loop;
/*loop_mark*/ norm_loop;
}
for(; likely(i < M); i++) {
norm_loop;
}
}
}
}
return 0;
}

+ 62
- 17
param.h View File

@@ -1480,31 +1480,76 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
#define GEMM_DEFAULT_OFFSET_B 0
#define GEMM_DEFAULT_ALIGN 0x03fffUL

#define SGEMM_DEFAULT_UNROLL_M 4
#define SGEMM_DEFAULT_UNROLL_M 8
#define SGEMM_DEFAULT_UNROLL_N 4

#define DGEMM_DEFAULT_UNROLL_M 4
#define DGEMM_DEFAULT_UNROLL_N 4

#define CGEMM_DEFAULT_UNROLL_M 1
#define CGEMM_DEFAULT_UNROLL_N 4
#define ZGEMM_DEFAULT_UNROLL_M 1
#define ZGEMM_DEFAULT_UNROLL_N 4
#define CGEMM_DEFAULT_UNROLL_M 4
#define CGEMM_DEFAULT_UNROLL_N 2

#define SGEMM_DEFAULT_P 32
#define DGEMM_DEFAULT_P 32
#define CGEMM_DEFAULT_P 108
#define ZGEMM_DEFAULT_P 112
#define ZGEMM_DEFAULT_UNROLL_M 2
#define ZGEMM_DEFAULT_UNROLL_N 2

#define SGEMM_DEFAULT_Q 116
#define DGEMM_DEFAULT_Q 116
#define CGEMM_DEFAULT_Q 144
#define ZGEMM_DEFAULT_Q 72
#define SGEMM_DEFAULT_P 64
#define DGEMM_DEFAULT_P 44
#define CGEMM_DEFAULT_P 64
#define ZGEMM_DEFAULT_P 32

#define SGEMM_DEFAULT_R 1000
#define DGEMM_DEFAULT_R 1000
#define CGEMM_DEFAULT_R 2000
#define ZGEMM_DEFAULT_R 2000
#define SGEMM_DEFAULT_Q 192
#define DGEMM_DEFAULT_Q 92
#define CGEMM_DEFAULT_Q 128
#define ZGEMM_DEFAULT_Q 80

#define SGEMM_DEFAULT_R 640
#define DGEMM_DEFAULT_R dgemm_r
#define CGEMM_DEFAULT_R 640
#define ZGEMM_DEFAULT_R 640

#define GEMM_OFFSET_A1 0x10000
#define GEMM_OFFSET_B1 0x100000

#define SYMV_P 16
#endif

#ifdef LOONGSON3B
#define SNUMOPT 2
#define DNUMOPT 2

#define GEMM_DEFAULT_OFFSET_A 0
#define GEMM_DEFAULT_OFFSET_B 0
#define GEMM_DEFAULT_ALIGN 0x03fffUL

#define SGEMM_DEFAULT_UNROLL_M 2
#define SGEMM_DEFAULT_UNROLL_N 2

#define DGEMM_DEFAULT_UNROLL_M 2
#define DGEMM_DEFAULT_UNROLL_N 2

#define CGEMM_DEFAULT_UNROLL_M 2
#define CGEMM_DEFAULT_UNROLL_N 2

#define ZGEMM_DEFAULT_UNROLL_M 2
#define ZGEMM_DEFAULT_UNROLL_N 2

#define SGEMM_DEFAULT_P 64
#define DGEMM_DEFAULT_P 24
#define CGEMM_DEFAULT_P 24
#define ZGEMM_DEFAULT_P 20

#define SGEMM_DEFAULT_Q 192
#define DGEMM_DEFAULT_Q 128
#define CGEMM_DEFAULT_Q 128
#define ZGEMM_DEFAULT_Q 64

#define SGEMM_DEFAULT_R 512
#define DGEMM_DEFAULT_R 512
#define CGEMM_DEFAULT_R 512
#define ZGEMM_DEFAULT_R 512

#define GEMM_OFFSET_A1 0x10000
#define GEMM_OFFSET_B1 0x100000

#define SYMV_P 16
#endif


+ 2
- 0
test/cblat3.f View File

@@ -1301,6 +1301,8 @@
NC = 0
RESET = .TRUE.
ERRMAX = RZERO
RALS = RONE
RBETS = RONE
*
DO 100 IN = 1, NIDIM
N = IDIM( IN )


+ 2
- 0
test/zblat3.f View File

@@ -1303,6 +1303,8 @@
NC = 0
RESET = .TRUE.
ERRMAX = RZERO
RALS = RONE
RBETS = RONE
*
DO 100 IN = 1, NIDIM
N = IDIM( IN )


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